Libraries

library(rio)
library(plyr)
library(tidyverse)
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.4.0      ✔ purrr   0.3.4 
## ✔ tibble  3.1.8      ✔ dplyr   1.0.10
## ✔ tidyr   1.2.0      ✔ stringr 1.4.1 
## ✔ readr   2.1.2      ✔ forcats 0.5.2 
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::arrange()   masks plyr::arrange()
## ✖ purrr::compact()   masks plyr::compact()
## ✖ dplyr::count()     masks plyr::count()
## ✖ dplyr::failwith()  masks plyr::failwith()
## ✖ dplyr::filter()    masks stats::filter()
## ✖ dplyr::id()        masks plyr::id()
## ✖ dplyr::lag()       masks stats::lag()
## ✖ dplyr::mutate()    masks plyr::mutate()
## ✖ dplyr::rename()    masks plyr::rename()
## ✖ dplyr::summarise() masks plyr::summarise()
## ✖ dplyr::summarize() masks plyr::summarize()
library(rpart)
library(rpart.plot)
library(rattle)
## Loading required package: bitops
## Rattle: A free graphical interface for data science with R.
## Version 5.5.1 Copyright (c) 2006-2021 Togaware Pty Ltd.
## Type 'rattle()' to shake, rattle, and roll your data.
library(caret)
## Loading required package: lattice
## 
## Attaching package: 'caret'
## 
## The following object is masked from 'package:purrr':
## 
##     lift
library(C50)
library(readr)
library(mlbench)
library(corrplot)
## corrplot 0.92 loaded
library(ggcorrplot)
library(NbClust)
library(data.table)
## 
## Attaching package: 'data.table'
## 
## The following objects are masked from 'package:dplyr':
## 
##     between, first, last
## 
## The following object is masked from 'package:purrr':
## 
##     transpose
library(scales)
## 
## Attaching package: 'scales'
## 
## The following object is masked from 'package:purrr':
## 
##     discard
## 
## The following object is masked from 'package:readr':
## 
##     col_factor
# read the STEM data
data <- read.csv("Levels_Fyi_Salary_Data.csv")
str(data)
## 'data.frame':    62642 obs. of  29 variables:
##  $ timestamp              : chr  "6/7/2017 11:33:27" "6/10/2017 17:11:29" "6/11/2017 14:53:57" "6/17/2017 0:23:14" ...
##  $ company                : chr  "Oracle" "eBay" "Amazon" "Apple" ...
##  $ level                  : chr  "L3" "SE 2" "L7" "M1" ...
##  $ title                  : chr  "Product Manager" "Software Engineer" "Product Manager" "Software Engineering Manager" ...
##  $ totalyearlycompensation: int  127000 100000 310000 372000 157000 208000 300000 156000 120000 201000 ...
##  $ location               : chr  "Redwood City, CA" "San Francisco, CA" "Seattle, WA" "Sunnyvale, CA" ...
##  $ yearsofexperience      : num  1.5 5 8 7 5 8.5 15 4 3 12 ...
##  $ yearsatcompany         : num  1.5 3 0 5 3 8.5 11 4 1 6 ...
##  $ tag                    : chr  NA NA NA NA ...
##  $ basesalary             : num  107000 0 155000 157000 0 0 180000 135000 0 157000 ...
##  $ stockgrantvalue        : num  20000 0 0 180000 0 0 65000 8000 0 26000 ...
##  $ bonus                  : num  10000 0 0 35000 0 0 55000 13000 0 28000 ...
##  $ gender                 : chr  NA NA NA NA ...
##  $ otherdetails           : chr  NA NA NA NA ...
##  $ cityid                 : int  7392 7419 11527 7472 7322 11527 11521 11527 11521 11527 ...
##  $ dmaid                  : int  807 807 819 807 807 819 819 819 819 819 ...
##  $ rowNumber              : int  1 2 3 7 9 11 12 13 15 16 ...
##  $ Masters_Degree         : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Bachelors_Degree       : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Doctorate_Degree       : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highschool             : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Some_College           : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Race_Asian             : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Race_White             : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Race_Two_Or_More       : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Race_Black             : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Race_Hispanic          : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Race                   : chr  NA NA NA NA ...
##  $ Education              : chr  NA NA NA NA ...
# check the dimension of the data
dim(data)
## [1] 62642    29
# check the column index
column_index <- tibble(colnames(data))
# drop unneeded variables
data2 <- data[, c(-1,-3,-9,-14,-15,-16,-17,-18,-19,-20,-21,-22,-23,-24,-25,-26,-27,-28)]
# get rid of weird value in gender variable (Title: Senior Software Engineer)
data2 <- data2[-11011, ]
table(data2$gender)
## 
## Female   Male  Other 
##   6999  35702    400
# analyze each variable
table(data2$company)
## 
##                                  Google                            10x Genomics 
##                                       1                                       6 
##                                 23andMe                                      2U 
##                                       7                                       7 
##                                      3m                                      3M 
##                                       3                                      21 
##                                7-eleven                                7-Eleven 
##                                       1                                       4 
##                                     8x8                                     ABB 
##                                       7                                       7 
##                                  Abbott                               Accenture 
##                                      16                                     355 
##                                  Acorns                                  Acquia 
##                                       7                                       5 
##                                ActionIQ                          Activecampaign 
##                                       7                                       1 
##                          ActiveCampaign                              Activision 
##                                       7                                       7 
##                                 Addepar                                Adevinta 
##                                      10                                       7 
##                                  adidas                                  Adidas 
##                                       2                                       4 
##                                   adobe                                   Adobe 
##                                       2                                     383 
##                                     ADP                                   Adyen 
##                                      47                                      15 
##                                   Aetna                                  Affirm 
##                                      18                                      40 
##                                Afterpay                                   agoda 
##                                       7                                       1 
##                                   Agoda                                     AIG 
##                                      20                                       8 
##                                  airbnb                                  Airbnb 
##                                       3                                     229 
##                                  airbus                                  Airbus 
##                                       1                                       4 
##                                Airtable                            Airtel India 
##                                      11                                       6 
##                                  akamai                                  Akamai 
##                                       1                                      46 
##                     Akamai Technologies                           Akuna Capital 
##                                       5                                      16 
##                               Alarm.com                         Alaska Airlines 
##                                      10                                       5 
##                                 Alation                              Albertsons 
##                                       5                                       5 
##                                 Algolia                                 alibaba 
##                                       5                                       3 
##                                 Alibaba                        Align technology 
##                                      32                                       1 
##                        Align Technology                                 Allianz 
##                                       7                                       6 
##                                Allstate                                    Ally 
##                                      25                                      12 
##                             Alphasights                             AlphaSights 
##                                       1                                       4 
##                                 Alteryx                                  altran 
##                                       6                                       1 
##                                  Altran                                     Ama 
##                                       4                                       9 
##                                 Amadeus                                  amazon 
##                                      17                                      66 
##                                  Amazon                                  AMazon 
##                                    8126                                       3 
##                                  AMAZON                     Amazon web services 
##                                       4                                       5 
##                     Amazon Web Services                              Amazon.com 
##                                      21                                       8 
##                                     Amd                                     AMD 
##                                       1                                     122 
##                                  Amdocs                       american airlines 
##                                      11                                       1 
##                       American airlines                       American Airlines 
##                                       1                                      21 
##                        american express                        American express 
##                                       1                                       2 
##                        American Express               american family insurance 
##                                     131                                       1 
##               American family insurance               American Family Insurance 
##                                       1                                       8 
##                                   amgen                                   Amgen 
##                                       1                                       5 
##                                  Amobee                               amplitude 
##                                       8                                       1 
##                               Amplitude                                   amzon 
##                                       7                                       1 
##                                   Amzon                          analog devices 
##                                       4                                       1 
##                          Analog Devices                                 Anaplan 
##                                      17                                      18 
##                                Ancestry                                  Andela 
##                                      31                                      17 
##                      Anduril Industries                               Anonymous 
##                                      11                                       6 
##                                   Ansys                                   ANSYS 
##                                       9                                       2 
##                               AppDirect                             Appdynamics 
##                                       6                                       4 
##                             AppDynamics                                Appfolio 
##                                      18                                       5 
##                                AppFolio                                  Appian 
##                                      14                                      10 
##                                  Appier                                   apple 
##                                       7                                      17 
##                                   Apple                                   APPLE 
##                                    2028                                       2 
##                              Apple Inc.                       applied materials 
##                                      10                                       1 
##                       Applied materials                       Applied Materials 
##                                       3                                      31 
##                                Applovin                                AppLovin 
##                                       3                                       4 
##                                  apptio                                  Apptio 
##                                       1                                       8 
##                                   Aptiv                                Arcesium 
##                                      12                                      11 
##                                 argo ai                                 Argo AI 
##                                       1                                      42 
##                                  arista                                  Arista 
##                                       2                                       3 
##                         Arista Networks                                     arm 
##                                      32                                       1 
##                                     Arm                                     ARM 
##                                      96                                       3 
##                                 Arrival                                   Aruba 
##                                       5                                       5 
##                                   ARUBA                          Aruba networks 
##                                       1                                       1 
##                          Aruba Networks                                   Asana 
##                                       6                                      32 
##                                    ASML                             Astrazeneca 
##                                      36                                       4 
##                             AstraZeneca                                 Asurion 
##                                       1                                      32 
##                                    Asus                                    ASUS 
##                                       3                                      10 
##                              AT Kearney                                    AT&T 
##                                       8                                      73 
##                            athenahealth                            Athenahealth 
##                                      14                                       9 
##                            AthenaHealth                               atlassian 
##                                       1                                       1 
##                               Atlassian                               Attentive 
##                                     219                                       8 
##                                 Audible                                  Aurora 
##                                      44                                      16 
##                                   auth0                                   Auth0 
##                                       1                                      11 
##                                Autodesk                              Automattic 
##                                     132                                      20 
##                               Autonomic                                 Avalara 
##                                       5                                       6 
##                                 Avanade                                   Avaya 
##                                      25                                       5 
##                                     Aws                                     AWS 
##                                       5                                      41 
##                                    axon                                    Axon 
##                                       1                                      16 
##                          Babylon Health                             BAE Systems 
##                                       9                                      15 
##                                   Baidu                                    Bain 
##                                       6                                      37 
##                          Bain & Company                               bandwidth 
##                                       6                                       1 
##                               Bandwidth                         bank of america 
##                                       9                                       1 
##                         Bank of america                         Bank of America 
##                                       1                                      62 
##                         Bank Of America           Bank of America Merrill Lynch 
##                                       1                                      60 
##                Bankers Healthcare Group                                Barclays 
##                                       5                                      70 
##                      barracuda networks                      Barracuda Networks 
##                                       1                                       4 
##                                   Bayer                             Bazaarvoice 
##                                      11                                       5 
##                             BazaarVoice                                     bcg 
##                                       1                                       1 
##                                     BCG                    BCG Digital Ventures 
##                                      42                                      25 
##                               Benchling                                Best Buy 
##                                       7                                      18 
##                         Better Mortgage                              Better.com 
##                                      21                                       9 
##                              Betterment                           beyond limits 
##                                      11                                       2 
##                           Beyond Limits                             Bigcommerce 
##                                       6                                       1 
##                             BigCommerce                                Bill.com 
##                                       4                                       7 
##                                    Bird                               Blackbaud 
##                                       7                                       7 
##                              Blackberry                              BlackBerry 
##                                       3                                       5 
##                       Blackhawk Network                               Blackline 
##                                       6                                       1 
##                               BlackLine                               Blackrock 
##                                       4                                       6 
##                               BlackRock                              Blackstone 
##                                      62                                      12 
##                                   blend                                   Blend 
##                                       1                                      12 
##                            Blink Health                  Blizzard Entertainment 
##                                       7                                      54 
##                                 BlockFi                               Bloomberg 
##                                       6                                     537 
##                            Bloomberg lp                            Bloomberg LP 
##                                       1                                       8 
##                            BLOOMBERG LP                             Blue Origin 
##                                       1                                      42 
##                             Blue Yonder                                Bluecore 
##                                      12                                      14 
##                             BNP Paribas                              Bny Mellon 
##                                       9                                       1 
##                              BNY Mellon                                  Boeing 
##                                      39                                     128 
##                                  BOeing                                    Bolt 
##                                       1                                       9 
##                               Bolt (EU)                                 Booking 
##                                       8                                      10 
##                             Booking.com                             BOOKING.COM 
##                                     116                                       1 
##                     Booz Allen Hamilton                                   bosch 
##                                      90                                       1 
##                                   Bosch                            Bosch Global 
##                                      15                                      13 
##                                    Bose                 Boston consulting group 
##                                      11                                       1 
##                 Boston Consulting Group                                     box 
##                                      11                                       1 
##                                     Box                                    brex 
##                                     110                                       1 
##                                    Brex                  Bridgewater Associates 
##                                      20                                       5 
##                                broadcom                                Broadcom 
##                                       2                                     142 
##                            Browserstack                            BrowserStack 
##                                       1                                       6 
##                                Buildium                               Bukalapak 
##                                       5                                       5 
##                                  Bumble                                  Button 
##                                       5                                       5 
##                                Buzzfeed                                BuzzFeed 
##                                       1                                       4 
##                               bytedance                               Bytedance 
##                                       2                                       4 
##                               ByteDance                                   c3.ai 
##                                     163                                       1 
##                                   C3.ai                         ca technologies 
##                                      16                                       1 
##                         CA Technologies                                  Cabify 
##                                       5                                       5 
##                                    CACI                      CACI International 
##                                       6                                       7 
##                                 Cadence                  cadence design systems 
##                                      15                                       1 
##                  Cadence design systems                  Cadence Design systems 
##                                       1                                       1 
##                  Cadence Design Systems                 Cambia health solutions 
##                                      40                                       1 
##                 Cambia Health Solutions                               Canonical 
##                                       8                                       8 
##                                   canva                                   Canva 
##                                       1                                      23 
##                               capgemini                               Capgemini 
##                                       1                                      62 
##                           Capital Group                             capital one 
##                                      17                                       2 
##                             Capital one                             Capital One 
##                                       6                                     778 
##                                 capsule                                 Capsule 
##                                       1                                       6 
##                                 CapTech                                Care.com 
##                                       5                                       6 
##                                  Careem                                Cargurus 
##                                      17                                       2 
##                                CarGurus                                  Carmax 
##                                       6                                       2 
##                                  CarMax                                 Carrier 
##                                       4                                       6 
##                                   Carta                                 Carvana 
##                                      32                                      13 
##                                    CBRE                         CBS interactive 
##                                       7                                       1 
##                         CBS Interactive                              CDK Global 
##                                       5                                       9 
##                                 Centene                                Ceridian 
##                                       6                                       7 
##                                  cerner                                  Cerner 
##                                       1                                      95 
##                                     cgi                                     CGI 
##                                       1                                      10 
##                               Cgi group                               CGI Group 
##                                       1                                      15 
##              Chan Zuckerberg Initiative                              Change.org 
##                                      14                                       5 
##                          Charles schwab                          Charles Schwab 
##                                       1                                      55 
##                  Charter Communications                                   chase 
##                                      11                                       1 
##                                   Chase                                  Checkr 
##                                       7                                       6 
##                                   chegg                                   Chegg 
##                                       1                                      12 
##                                 chevron                                 Chevron 
##                                       1                                      32 
##                                   chewy                                   Chewy 
##                                       1                                      39 
##                             Chick-fil-A                                   Chime 
##                                       5                                      25 
##                                    cibc                                    CIBC 
##                                       1                                       7 
##                                   Ciena                                   CIena 
##                                      11                                       1 
##                                   Cigna                                  Ciklum 
##                                      12                                      11 
##                                Cimpress                                  Circle 
##                                      17                                       5 
##                                CircleCI                            Cirrus logic 
##                                       5                                       1 
##                            Cirrus Logic                                   cisco 
##                                       7                                      11 
##                                   Cisco                                   CiSco 
##                                     907                                       1 
##                                   CIsco                                   CISCO 
##                                       3                                       1 
##                            Cisco Meraki                           cisco systems 
##                                      14                                       2 
##                           Cisco systems                           Cisco Systems 
##                                       1                                      18 
##                           CISCO SYSTEMS                                 citadel 
##                                       1                                       1 
##                                 Citadel                                    citi 
##                                      50                                       1 
##                                    Citi                                Citibank 
##                                      96                                       7 
##                      Citrix Systems Inc                                   Clari 
##                                      72                                       7 
##                            Clear Street                               Clearbanc 
##                                       5                                       6 
##                    Clearwater Analytics                                  Clever 
##                                       8                                      12 
##                                cloudera                                Cloudera 
##                                       1                                      46 
##                              cloudflare                              Cloudflare 
##                                       1                                      31 
##                           Cloudkitchens                           CloudKitchens 
##                                       2                                       8 
##                           Clover Health                               CME Group 
##                                       5                                       5 
##                          Cockroach Labs                              Codecademy 
##                                       5                                       5 
##                               Cognizant          cognizant technology solutions 
##                                      67                                       1 
##          Cognizant Technology solutions          Cognizant Technology Solutions 
##                                       1                                       3 
##                                cohesity                                Cohesity 
##                                       1                                      26 
##                                Coinbase                       Collective Health 
##                                      98                                       5 
##                       Collins aerospace                       Collins Aerospace 
##                                       1                                      10 
##                                 comcast                                 Comcast 
##                                       1                                     148 
##                               Commscope                               CommScope 
##                                       1                                       6 
##                               commvault                               Commvault 
##                                       1                                      12 
##                                 Compass                                Comscore 
##                                      76                                       5 
##                                Conduent                               Confluent 
##                                       7                                      21 
##                        Constant contact                        Constant Contact 
##                                       1                                       9 
##                              Contentful                             Continental 
##                                       7                                       7 
##                                  Convoy                    Cornerstone onDemand 
##                                      37                                       1 
##                    Cornerstone Ondemand                    Cornerstone OnDemand 
##                                       2                                      16 
##                            Costar Group                            CoStar Group 
##                                       4                                       6 
##                                  Costco                        Costco wholesale 
##                                       5                                       1 
##                        Costco Wholesale                               couchbase 
##                                       7                                       1 
##                               Couchbase                                   coupa 
##                                       4                                       1 
##                                   Coupa                          coupa software 
##                                       6                                       1 
##                          Coupa software                          Coupa Software 
##                                       1                                      10 
##                                 coupang                                 Coupang 
##                                       1                                      28 
##                             Course Hero                                Coursera 
##                                       7                                      17 
##                             CoverMyMeds                          Cox Automotive 
##                                       7                                      31 
##                         Cox Enterprises                            Credit karma 
##                                       5                                       1 
##                            Credit Karma                           Credit suisse 
##                                      47                                       1 
##                           Credit Suisse                                  Criteo 
##                                      26                                      18 
##                             Crowdstrike                             CrowdStrike 
##                                       5                                      19 
##                                  Cruise                                     Csg 
##                                     117                                       1 
##                                     CSG                                 Cummins 
##                                       5                                      19 
##                                Cure.fit                                Cure.Fit 
##                                       1                                       4 
##                                   Cvent                              cvs health 
##                                      11                                       2 
##                              CVS health                              CVS Health 
##                                       1                                      20 
##                                   Cyngn                                 Daimler 
##                                       5                                      13 
##                                 Danaher                       Dassault Systemes 
##                                       5                                       5 
##                                 DataArt                              Databricks 
##                                       9                                      31 
##                                 Datadog                               DataRobot 
##                                      48                                      11 
##                              DAZN Group                                 Degreed 
##                                       5                                       7 
##                               Deliveroo                                Deliverr 
##                                      21                                       6 
##                           Delivery Hero                                    Dell 
##                                      35                                      10 
##                       Dell Technologies                                deloitte 
##                                     228                                       1 
##                                Deloitte                       Deloitte Advisory 
##                                     401                                      13 
##                     Deloitte consulting                     Deloitte Consulting 
##                                       2                                      10 
##                 Deloitte Consulting LLP                                 Delphix 
##                                       7                                       5 
##                         Delta Air Lines                           Deutsche bank 
##                                       5                                       1 
##                           Deutsche Bank                        Deutsche Telekom 
##                                      39                                       5 
##                                  dexcom                                  Dexcom 
##                                       1                                       6 
##                                 Dialpad                                    DiDi 
##                                       8                                       5 
##                            DigitalOcean                                 Discord 
##                                      20                                       8 
##                                discover                                Discover 
##                                       1                                      18 
##             Discover Financial Services                               discovery 
##                                       5                                       1 
##                               Discovery                                    Dish 
##                                      13                                       3 
##                                    DISH                            Dish network 
##                                       2                                       1 
##                            Dish Network                            DISH Network 
##                                      10                                       5 
##                                  Disney               Disney Streaming Services 
##                                      97                                       8 
##                                  Docker                                Doctolib 
##                                       9                                       5 
##                                DoctoLib                                Docusign 
##                                       1                                       8 
##                                DocuSign                      Dolby Laboratories 
##                                      78                                      13 
##                                    Domo                                Doordash 
##                                       7                                       4 
##                                DoorDash                            Doubleverify 
##                                     123                                       1 
##                            DoubleVerify                               Dow Jones 
##                                       5                                       5 
##                                Doximity                              DraftKings 
##                                       5                                      17 
##                                 Dream11                                 DREAM11 
##                                      22                                       1 
##                               Drift.com                                 Dropbox 
##                                       5                                     254 
##                                     DRW                                    DTCC 
##                                       6                                       5 
##                                Duolingo                          DXC Technology 
##                                       7                                      12 
##                               Dynatrace                                 E*Trade 
##                                       5                                       1 
##                                 E*TRADE                                 Earnest 
##                                       4                                       5 
##                                    ebay                                    eBay 
##                                      19                                     338 
##                                    Ebay                                    EBay 
##                                       7                                       1 
##                                    EBAY                    Edwards Lifesciences 
##                                       1                                       5 
##                                     edX                          Egen Solutions 
##                                       5                                       6 
##                                 Elastic                         Electronic Arts 
##                                      18                                      72 
##                               Ellie Mae                                Elsevier 
##                                       8                                      10 
##                                  Endava                     Enova International 
##                                       5                                       6 
##                                    Epam                                    EPAM 
##                                       7                                      12 
##                            Epam Systems                            EPAM Systems 
##                                       6                                     129 
##                              Epic Games                            Epic Systems 
##                                       7                                      91 
##                                 epsilon                                 Epsilon 
##                                       1                                       7 
##                                 Equifax                                 Equinix 
##                                      12                                       8 
##                          EquipmentShare                                Ericsson 
##                                       5                                      41 
##                           Ernst & Young                         Ernst and young 
##                                       5                                       1 
##                         Ernst and Young                                    Esri 
##                                     121                                      19 
##                                    Etsy                              Eventbrite 
##                                      63                                       8 
##                                Evernote                               Everquote 
##                                       8                                       2 
##                               EverQuote                                 Excella 
##                                       3                                       5 
##                                 Expedia                           Expedia Group 
##                                     352                                       8 
##                                Experian                              Exxonmobil 
##                                      16                                       1 
##                              ExxonMobil                                      EY 
##                                      38                                      39 
##                            EY-parthenon                            EY-Parthenon 
##                                       1                                       4 
##                             F5 networks                             F5 Networks 
##                                       2                                      43 
##                                facebook                                Facebook 
##                                      14                                    2990 
##                                 Factset                                 FactSet 
##                                       4                                      34 
##                                   Faire                                Fanatics 
##                                       8                                       6 
##                                 Fanduel                                 FanDuel 
##                                       4                                       4 
##                              Fannie mae                              Fannie Mae 
##                                       1                                      20 
##                                Farfetch                        Fast Enterprises 
##                                       5                                       6 
##                                  fastly                                  Fastly 
##                                       1                                       6 
##                                   Fedex                                   FedEx 
##                                       1                                      10 
##                                 Feedzai                           Fetch Rewards 
##                                       5                                       8 
##                                    fico                                    FICO 
##                                       1                                      11 
##                    Fidelity Investments                        Fifth Third Bank 
##                                      49                                       7 
##                                   Figma                                 Fireeye 
##                                       8                                       3 
##                                 FireEye                     First Republic bank 
##                                      10                                       1 
##                     First Republic Bank                                     Fis 
##                                       6                                       1 
##                                     FIS                                  fiserv 
##                                      11                                       1 
##                                  Fiserv                                  Fitbit 
##                                       9                                      17 
##                              Five Rings                         Flatiron Health 
##                                       6                                      16 
##                                   FLEXE                                Flexport 
##                                       7                                      44 
##                                Flipkart                                    Ford 
##                                      96                                       9 
##                              Ford Motor                      Ford Motor Company 
##                                      33                                       6 
##                                fortinet                                Fortinet 
##                                       1                                      26 
##                              foursquare                              Foursquare 
##                                       1                                       6 
##                       Fractal Analytics                             Freddie mac 
##                                       5                                       1 
##                             Freddie Mac                              Freshworks 
##                                       6                                      15 
##                          FTI Consulting                                  fuboTV 
##                                       5                                       6 
##                                 Fujitsu                               Fullstory 
##                                       8                                       1 
##                               FullStory                              G-Research 
##                                       5                                      10 
##                                     Gap                                  Garmin 
##                                      10                                      27 
##                                 Gartner                                      Ge 
##                                      15                                       1 
##                                      GE                             Ge aviation 
##                                      19                                       1 
##                             GE Aviation                              Ge digital 
##                                       5                                       1 
##                              GE digital                              GE Digital 
##                                       1                                      48 
##                           ge healthcare                           GE healthcare 
##                                       1                                       1 
##                           GE Healthcare                           GE HEALTHCARE 
##                                       9                                       1 
##                                   Geico                                   GEICO 
##                                       5                                       4 
##                                  Gemini                               Genentech 
##                                       5                                      18 
##                         General Atomics                         GENERAL ATOMICS 
##                                      12                                       1 
## General Dynamics Information Technology        General Dynamics Mission Systems 
##                                       5                                       5 
##                        General Electric                           General mills 
##                                       9                                       1 
##                           General Mills                          General Motors 
##                                       4                                     134 
##                                 Genesys                                 Genpact 
##                                      15                                       5 
##                                 Gigamon                                  GitHub 
##                                       5                                      61 
##                                  Gitlab                                  GitLab 
##                                       1                                      13 
##                               Glassdoor                         Global payments 
##                                      26                                       1 
##                         Global Payments                         globalfoundries 
##                                       8                                       1 
##                         GlobalFoundries                             Globallogic 
##                                       5                                       1 
##                             GlobalLogic                                 Globant 
##                                      18                                      13 
##                                   Glovo                              Glu mobile 
##                                      10                                       1 
##                              Glu Mobile                              GoCardless 
##                                       5                                       7 
##                                 Godaddy                                 GoDaddy 
##                                       6                                     124 
##                                   gojek                                   Gojek 
##                                       2                                       3 
##                                   GOJEK                              Gojek Tech 
##                                       2                                      26 
##                           goldman sachs                           Goldman sachs 
##                                       2                                       3 
##                           Goldman Sachs                           GOLDMAN SACHS 
##                                     469                                       1 
##                                  google                                  Google 
##                                      31                                    4330 
##                                  GOogle                              google llc 
##                                       1                                       1 
##                              Google LLC                                  goPuff 
##                                       4                                       8 
##                                  Gopuff                                    grab 
##                                       1                                       1 
##                                    Grab                               Grammarly 
##                                      73                                       5 
##                                Granular                           Grid Dynamics 
##                                       6                                       6 
##                                 Grofers                                 Groupon 
##                                       8                                      86 
##                                 Grubhub                                 GrubHub 
##                                      53                                       4 
##                                     GSK                         Guardant health 
##                                       5                                       1 
##                         Guardant Health                              Guidehouse 
##                                       7                                       8 
##                               Guidewire                      Guidewire Software 
##                                       7                                      16 
##                                   Gusto                                   H-E-B 
##                                      30                                       6 
##                              HackerRank                               Hashicorp 
##                                       6                                       1 
##                               HashiCorp                                     HBO 
##                                      20                                      26 
##                          HCA Healthcare                        HCL Technologies 
##                                       5                                      16 
##                               Headspace                              Hellofresh 
##                                       5                                       1 
##                              HelloFresh                                    Here 
##                                       7                                       3 
##                                    HERE                       Here Technologies 
##                                       2                                       4 
##                       HERE Technologies              Hewlett Packard Enterprise 
##                                      23                                      12 
##                                 hitachi                                 Hitachi 
##                                       1                                       9 
##                             homeadvisor                             HomeAdvisor 
##                                       1                                       4 
##                                Homeaway                                HomeAway 
##                                       2                                       3 
##                               Honeywell                               Hootsuite 
##                                      36                                      10 
##                                  Hopper                                   houzz 
##                                       7                                       1 
##                                   Houzz                                      HP 
##                                      17                                      16 
##                                  Hp Inc                                  HP inc 
##                                       1                                       1 
##                                  HP Inc                                  HP INC 
##                                      12                                       1 
##                                     hpe                                     HPE 
##                                       2                                      68 
##                                    Hsbc                                    HSBC 
##                                       3                                      17 
##                                  Huawei                                 Hubspot 
##                                      26                                       9 
##                                 HubSpot                    Hudson River Trading 
##                                      81                                      11 
##                                    Hulu                                  Humana 
##                                      55                                      15 
##                            Hyperscience                                     ibm 
##                                       5                                      10 
##                                     Ibm                                     IBM 
##                                      10                                     907 
##                                  Ibotta                                     ICF 
##                                       7                                       5 
##                                   iCIMS                                   Icims 
##                                      12                                       1 
##                                  idemia                                  Idemia 
##                                       1                                       2 
##                                  IDEMIA                                     IGT 
##                                       2                                       8 
##                             iHeartRadio                             Iheartradio 
##                                       4                                       2 
##                             IHeartRadio                                   iHerb 
##                                       1                                       5 
##                              IHS Markit                                illumina 
##                                      14                                       2 
##                                Illumina                                 Illumio 
##                                      18                                       7 
##                                 iManage                                     IMC 
##                                       5                                       7 
##                              Improbable                                  indeed 
##                                      11                                       2 
##                                  Indeed                                  Indigo 
##                                     170                                       7 
##                                infinera                                Infinera 
##                                       1                                       4 
##                                Infoblox                                   Infor 
##                                       5                                       9 
##                             Informatica                                 Infosys 
##                                      32                                      61 
##                             Infosys Ltd                                     ING 
##                                       5                                       5 
##                                  Inmobi                                  InMobi 
##                                       1                                      11 
##                               Instabase                               instacart 
##                                       5                                       1 
##                               Instacart                     Integral Ad Science 
##                                     116                                       5 
##                                   intel                                   Intel 
##                                      17                                     949 
##                       intel corporation                       Intel corporation 
##                                       1                                       3 
##                       Intel Corporation                       INTEL corporation 
##                                      21                                       1 
##                     Interactive Brokers                                Intercom 
##                                       8                                      22 
##               Intercontinental Exchange                         Internet Brands 
##                                       8                                       8 
##                            Intersystems                            InterSystems 
##                                       1                                       5 
##                                  intuit                                  Intuit 
##                                       1                                     449 
##                               Intuitive                      intuitive surgical 
##                                       9                                       2 
##                      Intuitive Surgical                             investcloud 
##                                       3                                       1 
##                             InvestCloud                                InVision 
##                                       4                                       7 
##                                   IQVIA                                  iRobot 
##                                      13                                       7 
##                                  Irobot                                  IRobot 
##                                       1                                       1 
##                                Ironclad                                Iterable 
##                                       6                                       6 
##                                  Ivanti                            ixl learning 
##                                       7                                       1 
##                            IXL Learning                             Jane Street 
##                                       7                                       9 
##                     Jane Street Capital                                JCPenney 
##                                       7                                       5 
##               Jet Propulsion Laboratory                                     Jio 
##                                       5                                       5 
##                              John Deere                            John Hancock 
##                                       9                                       5 
##                                 Johnson                       Johnson & Johnson 
##                                       6                                      17 
##                     Johnson and Johnson                        Johnson Controls 
##                                      11                                       6 
##                               jp morgan                               Jp Morgan 
##                                       1                                       1 
##                               JP morgan                               JP Morgan 
##                                       1                                       5 
##                         Jp morgan chase                         JP Morgan Chase 
##                                       1                                      16 
##                                Jpmorgan                                JPMorgan 
##                                       1                                       8 
##                                JPMORGAN                          JPmorgan Chase 
##                                       1                                       1 
##                          JPMorgan Chase                            Jump Trading 
##                                     541                                       6 
##                                 juniper                                 Juniper 
##                                       1                                       4 
##                        Juniper networks                        Juniper Networks 
##                                       2                                      55 
##                          Juniper Square                                Just Eat 
##                                       6                                      14 
##                               Juul Labs                               JUUL Labs 
##                                       2                                       5 
##                       Kaiser Permanente                                  Kajabi 
##                                       9                                       5 
##                                   Kayak                                   KAYAK 
##                                       1                                       7 
##                             keeptruckin                             Keeptruckin 
##                                       1                                       3 
##                             KeepTruckin                                keysight 
##                                       7                                       1 
##                                Keysight                                  Khoros 
##                                      10                                       6 
##                                     Kla                                     KLA 
##                                       1                                      21 
##                                  Klarna                                 Klaviyo 
##                                      38                                       5 
##                                  Kohl's                              Korn Ferry 
##                                       8                                       5 
##                                    KPIT                                    kpmg 
##                                       5                                       1 
##                                    Kpmg                                    KPMG 
##                                       2                                      73 
##                                  Kraken                                  kroger 
##                                       6                                       1 
##                                  Kroger                                L3Harris 
##                                      14                                       8 
##                   L3Harris Technologies                            Lam Research 
##                                      32                                      27 
##                                   Latch                                  League 
##                                       5                                       5 
##                                LeanTaaS                                  leidos 
##                                       7                                       2 
##                                  Leidos                                  LEIDOS 
##                                      20                                       1 
##                                     LEK                             Lendingclub 
##                                       7                                       1 
##                             LendingClub                             LendingTree 
##                                      15                                       7 
##                                  lenovo                                  Lenovo 
##                                       1                                      15 
##                          liberty mutual                          Liberty mutual 
##                                       1                                       1 
##                          Liberty Mutual                liberty mutual insurance 
##                                      29                                       1 
##                Liberty Mutual Insurance                                linkedin 
##                                       4                                       6 
##                                Linkedin                                LinkedIn 
##                                      43                                     701 
##                              liveperson                              Liveperson 
##                                       1                                       1 
##                              LivePerson                                Liveramp 
##                                       5                                       1 
##                                LiveRamp                               loanDepot 
##                                      20                                       5 
##                               Loandepot                          Loblaw Digital 
##                                       1                                      12 
##                         lockheed martin                         Lockheed Martin 
##                                       2                                     123 
##                                Logitech                                 logmein 
##                                      10                                       1 
##                                 Logmein                                 LogmeIn 
##                                       1                                       1 
##                                 LogMeIn                                    Loom 
##                                      13                                       5 
##                                  Lowe's                                   lowes 
##                                      14                                       1 
##                                   Lowes                                     LTI 
##                                       4                                       5 
##                            Lucid Motors                          Lucid Software 
##                                      10                                       7 
##                                   Lumen                                Lumentum 
##                                       9                                       7 
##                                  Luxoft                                    lyft 
##                                      13                                       1 
##                                    Lyft                                  macy's 
##                                     325                                       1 
##                                  Macy's                                 Macy's, 
##                                      19                                       5 
##                              magic leap                              Magic Leap 
##                                       1                                      19 
##                           Mail.ru Group                           Mail.Ru Group 
##                                       9                                       2 
##                               mailchimp                               Mailchimp 
##                                       1                                      24 
##                               MailChimp                              Makemytrip 
##                                       1                                       1 
##                              MakeMyTrip                    Manhattan Associates 
##                                      10                                       7 
##                   ManTech International                                Manulife 
##                                       5                                       9 
##                                  mapbox                                  Mapbox 
##                                       1                                      17 
##                             MarketAxess                                 Marqeta 
##                                       5                                      16 
##                                 Marvell                              Massmutual 
##                                      40                                       1 
##                              MassMutual                              mastercard 
##                                      12                                       1 
##                              Mastercard                              MasterCard 
##                                      76                                       2 
##                                   Match                               Mathworks 
##                                       8                                      15 
##                               MathWorks                      Maxar Technologies 
##                                      55                                      11 
##                      MAXAR Technologies                        Maxim Integrated 
##                                       1                                       6 
##                                  mcafee                                  Mcafee 
##                                       2                                       3 
##                                  McAfee                              McDonald's 
##                                      27                                       6 
##                                Mckesson                                McKesson 
##                                       2                                       9 
##                                Mckinsey                                McKinsey 
##                                       1                                      81 
##                      Mckinsey & Company                      McKinsey & Company 
##                                       1                                       7 
##                                Medallia                               media.net 
##                                       5                                       1 
##                               Media.net                              Mediaocean 
##                                       6                                       6 
##                                Mediatek                                MediaTek 
##                                       6                                      50 
##                                  Medium                               Medtronic 
##                                       5                                      28 
##                                  Meesho                                  Meijer 
##                                       5                                       5 
##                                Mellanox                                  Mendix 
##                                       5                                       5 
##                         Mentor Graphics                                  Mercer 
##                                       9                                       9 
##                                   Merck                             Messagebird 
##                                       7                                       1 
##                             MessageBird                                 metlife 
##                                       4                                       1 
##                                 Metlife                                 MetLife 
##                                       1                                       3 
##                               Metromile                                      mi 
##                                       7                                       2 
##                                      Mi                                     Mic 
##                                       5                                       9 
##                             Micro Focus                               Microchip 
##                                      11                                      12 
##                    Microchip Technology                                  micron 
##                                       8                                       1 
##                                  Micron                       Micron technology 
##                                       7                                       1 
##                       Micron Technology                               microsoft 
##                                      42                                      22 
##                               Microsoft                               MIcrosoft 
##                                    5216                                       1 
##                               MICROSOFT                   microsoft corporation 
##                                       2                                       1 
##                   Microsoft Corporation                           microstrategy 
##                                      10                                       1 
##                           Microstrategy                           MicroStrategy 
##                                       1                                      10 
##                                Mindtree                  Mitchell International 
##                                      11                                       7 
##                                   Mitre                                   MITRE 
##                                       1                                      12 
##                                Mixpanel                                MixPanel 
##                                      11                                       1 
##                              Mobileiron                              MobileIron 
##                                       5                                      11 
##                                 MongoDB                                   Monzo 
##                                      39                                       6 
##                                 Moody's                       Moody's analytics 
##                                      13                                       1 
##                       Moody's Analytics                          Morgan Stanley 
##                                       6                                     129 
##                             Morningstar                                Motional 
##                                      10                                       9 
##                                Motorola                      Motorola solutions 
##                                       7                                       1 
##                      Motorola Solutions                                    Move 
##                                       4                                       8 
##                               Moveworks                                 Mozilla 
##                                       5                                      41 
##                                 mphasis                                 Mphasis 
##                                       1                                       9 
##                                    Msft                                    MSFT 
##                                       1                                       6 
##                                    MUFG                                   Mural 
##                                       7                                       1 
##                                   MURAL                         Mutual of Omaha 
##                                      12                                       6 
##                         Mutual Of Omaha                                  Myntra 
##                                       1                                      18 
##                                     n/a                                     N/A 
##                                       2                                       3 
##                                     N26                                NASA JPL 
##                                      20                                      11 
##                                  Nasdaq                                  NASDAQ 
##                                      10                                       1 
##                                  Natera                    national instruments 
##                                       5                                       1 
##                    National instruments                    National Instruments 
##                                       1                                      13 
##                            NBCUniversal                                     NCR 
##                                      17                                      28 
##                              Nerdwallet                              NerdWallet 
##                                       5                                      12 
##                                  Netapp                                  NetApp 
##                                       4                                      83 
##                                 Netflix                                netskope 
##                                     268                                       3 
##                                Netskope                                 Neustar 
##                                      10                                       6 
##                               New Relic                                Nextdoor 
##                                      28                                      29 
##                       Nextera Analytics                       NextEra Analytics 
##                                       3                                       4 
##                                 Niantic                                    Nice 
##                                      11                                       2 
##                                    NICE                                 Nielsen 
##                                       8                                      16 
##                                    Nike                                Nintendo 
##                                      76                                       7 
##                                     NIO                                   nokia 
##                                       5                                       3 
##                                   Nokia                               Nordstrom 
##                                      51                                      75 
##                        Northrop Grumman                        NORTHROP GRUMMAN 
##                                     106                                       1 
##                     Northwestern Mutual                          NortonLifeLock 
##                                      20                                      13 
##                                 Novetta                                NTT Data 
##                                       7                                       2 
##                                NTT DATA                                  Nuance 
##                                       6                                       5 
##                   nuance communications                   Nuance Communications 
##                                       1                                       7 
##                                  Nubank                               Numerator 
##                                       8                                       5 
##                                    Nuro                                 nutanix 
##                                      17                                       1 
##                                 Nutanix                                  nvidia 
##                                     137                                       5 
##                                  Nvidia                                  NVIDIA 
##                                     357                                      43 
##                                     Nxp                                     NXP 
##                                       2                                       3 
##                      nxp semiconductors                      Nxp semiconductors 
##                                       1                                       1 
##                      NXP Semiconductors                                   Nylas 
##                                      12                                       6 
##                                    Oath                        ocado technology 
##                                      19                                       1 
##                        Ocado Technology                                 OfferUp 
##                                       6                                      14 
##                            Office Depot                                    Okta 
##                                       7                                      65 
##                                     Ola                            Oliver Wyman 
##                                       6                                      12 
##                                     Olo                        On semiconductor 
##                                       8                                       1 
##                        On Semiconductor                        ON Semiconductor 
##                                       3                                       3 
##                             One Medical                                OneTrust 
##                                       6                                       5 
##                                Opendoor                               OpenTable 
##                                      16                                       7 
##                                opentext                                Opentext 
##                                       1                                       4 
##                                OpenText                                    oppo 
##                                       9                                       1 
##                                    OPPO                              Optimizely 
##                                       5                                      13 
##                                 Optiver                                   Optum 
##                                      11                                      45 
##                                  oracle                                  Oracle 
##                                      14                                    1128 
##                                  ORACLE                                   Oscar 
##                                       1                                      12 
##                            Oscar Health                                   other 
##                                      18                                       1 
##                                   Other                               Overstock 
##                                       6                                       8 
##                                     Oyo                                     OYO 
##                                       1                                      13 
##                               pagerduty                               Pagerduty 
##                                       1                                       2 
##                               PagerDuty                                Palantir 
##                                       6                                      70 
##                      palo alto networks                      Palo Alto networks 
##                                       4                                       2 
##                      Palo Alto Networks                               panasonic 
##                                      83                                       1 
##                               Panasonic                      Panasonic Avionics 
##                                       6                                       5 
##                                 pandora                                 Pandora 
##                                       1                                      35 
##                      Pariveda Solutions                                 Parsons 
##                                       5                                       7 
##                                 Patreon                                  Paycom 
##                                       9                                      10 
##                               Paylocity                                  paypal 
##                                       8                                       7 
##                                  Paypal                                  PayPal 
##                                      18                                     426 
##                                   Paytm                                   PayTm 
##                                      29                                       1 
##                            PDT Partners                                 Pearson 
##                                       5                                       8 
##                             Pegasystems                                Pegatron 
##                                       6                                       6 
##                                 peloton                                 Peloton 
##                                       1                                      19 
##                                 PepsiCo                              Perficient 
##                                      12                                      13 
##                               Perspecta                                  Petuum 
##                                       6                                       6 
##                                 philips                                 Philips 
##                                       1                                      21 
##                                 Phonepe                                 PhonePe 
##                                       1                                       6 
##                           Ping Identity                               Pinterest 
##                                       5                                     137 
##                                 Pivotal                                   Plaid 
##                                      40                                      36 
##                             Playstation                             PlayStation 
##                                       4                                      10 
##                                  PlayVS                             Pluralsight 
##                                       8                                      29 
##                                     Pnc                                     PNC 
##                                       1                                      18 
##                                  Podium                                 Point72 
##                                       5                                       7 
##                            policygenius                            Policygenius 
##                                       1                                       5 
##                                Poshmark                                 Postman 
##                                      11                                       5 
##                               postmates                               Postmates 
##                                       2                                      22 
##                               Priceline               Principal Financial Group 
##                                       8                                       5 
##                                 Procore                    Procore Technologies 
##                                      12                                      13 
##                        Procter & Gamble                              proofpoint 
##                                      16                                       1 
##                              Proofpoint                    prudential financial 
##                                      23                                       1 
##                    Prudential Financial                                     PTC 
##                                      14                                       7 
##                        Publicis sapient                        Publicis Sapient 
##                                       1                                      46 
##                                  Puppet                            Pure storage 
##                                       5                                       1 
##                            Pure Storage                                     pwc 
##                                      36                                       1 
##                                     Pwc                                     PwC 
##                                       1                                      98 
##                                     PWC                                qualcomm 
##                                       3                                       7 
##                                Qualcomm                                QUALCOMM 
##                                     565                                       1 
##                            Qualcomm inc                            Qualcomm Inc 
##                                       1                                       4 
##                                  Qualia                               Qualtrics 
##                                       7                                     118 
##                               Quantcast                               Quantiphi 
##                                      10                                       5 
##                            Quantumblack                            QuantumBlack 
##                                       1                                       5 
##                       Quest diagnostics                       Quest Diagnostics 
##                                       2                                       1 
##                       QUEST DIAGNOSTICS                           Quicken Loans 
##                                       2                                      17 
##                                   quora                                   Quora 
##                                       1                                      17 
##                               Rackspace                                 Rakuten 
##                                      21                                      35 
##                            Rally health                            Rally Health 
##                                       2                                      63 
##                                  rapid7                                  Rapid7 
##                                       1                                       9 
##                                   Rappi                                raytheon 
##                                       6                                       4 
##                                Raytheon                   Raytheon Technologies 
##                                      68                                      12 
##                                Razorpay                                     RBC 
##                                      14                                      28 
##                                     RBS                                 realtek 
##                                       9                                       1 
##                                 Realtek                             realtor.com 
##                                      17                                      14 
##                             Realtor.com                                 Red hat 
##                                       9                                       2 
##                                 Red Hat                            Red ventures 
##                                      79                                       1 
##                            Red Ventures                                  Reddit 
##                                      16                                      38 
##                                  Redfin                               Refinitiv 
##                                      41                                       5 
##                              Relativity                                 Remitly 
##                                       9                                       9 
##                     Renesas Electronics                         Rent the Runway 
##                                       7                                      11 
##                         Rent The Runway                                RentPath 
##                                       1                                       5 
##                                 Rescale                                  ResMed 
##                                       6                                       8 
##                             Retailmenot                             RetailMeNot 
##                                       1                                      12 
##                                 Revolut                             Ringcentral 
##                                      19                                       1 
##                             RingCentral                              Riot Games 
##                                      10                                      35 
##                                  Ripple                                Rippling 
##                                       8                                      12 
##                                  Rivian                             Robert Half 
##                                      41                                       5 
##                               Robinhood                                  Roblox 
##                                      78                                      59 
##                                   roche                                   Roche 
##                                       1                                      12 
##                                    roku                                    Roku 
##                                       1                                      54 
##                          Root Insurance                                   Rover 
##                                       5                                       6 
##                                  Rubrik                              S&P Global 
##                                      66                                       9 
##                              S&P GLOBAL                                   Sabre 
##                                       1                                       7 
##                                    Sage                                    Saic 
##                                       6                                       1 
##                                    SAIC                               SailPoint 
##                                      11                                       6 
##                              salesforce                              Salesforce 
##                                       8                                    1056 
##                              SalesForce                                 samsara 
##                                       1                                       1 
##                                 Samsara                                 samsung 
##                                      40                                       7 
##                                 Samsung                                 SAMSUNG 
##                                     118                                       1 
##             Samsung Electronics America                Samsung research America 
##                                       9                                       1 
##                Samsung Research America                    Sandia National Labs 
##                                       9                                       6 
##                                     sap                                     Sap 
##                                       6                                       3 
##                                     SAP                              Sap Concur 
##                                     330                                       1 
##                              SAP Concur                                     SAS 
##                                      28                                       5 
##                           SAS institute                           SAS Institute 
##                                       1                                       4 
##                            SAS Software                                Sberbank 
##                                      10                                      18 
##                                Scale AI                            schlumberger 
##                                      11                                       1 
##                            Schlumberger                      Schneider Electric 
##                                      20                                       7 
##                      SCHNEIDER ELECTRIC                              Scotiabank 
##                                       1                                      11 
##                                  Scribd                                 seagate 
##                                       9                                       1 
##                                 Seagate                                 Segment 
##                                       7                                       7 
##                                 Sephora                              servicenow 
##                                       5                                       4 
##                              Servicenow                              ServiceNow 
##                                       3                                     182 
##                            Servicetitan                            ServiceTitan 
##                                       1                                       6 
##                                   Shell                                   Shipt 
##                                       5                                      10 
##                                  shopee                                  Shopee 
##                                       5                                      42 
##                                 Shopify                              Shutterfly 
##                                     234                                      10 
##                            shutterstock                            Shutterstock 
##                                       1                                      15 
##                                 siemens                                 Siemens 
##                                       1                                      39 
##                                    Sift                            Silicon Labs 
##                                       5                                       7 
##                     Silicon Valley Bank                             SingleStore 
##                                      12                                       5 
##                                Siriusxm                                SiriusXM 
##                                       1                                       7 
##                                 Sisense                              Skyscanner 
##                                       5                                      32 
##                                   Slack                                  Slalom 
##                                      74                                      85 
##                              smartsheet                              Smartsheet 
##                                       2                                      30 
##                              SmartSheet                             SmartThings 
##                                       2                                      11 
##                                    Snap                                snapchat 
##                                     198                                       1 
##                                Snapchat                                Snapdocs 
##                                       5                                       6 
##                               Snowflake                        Societe Generale 
##                                      20                                       8 
##                                    Sofi                                    SoFi 
##                                       2                                      46 
##                               SoftServe                              SolarWinds 
##                                      13                                       6 
##                                  Sonder                                   Sonos 
##                                       6                                      16 
##                                    sony                                    Sony 
##                                       1                                      25 
##                                    SONY          sony interactive entertainment 
##                                       1                                       1 
##          Sony Interactive Entertainment                                  Sophos 
##                                       5                                      10 
##                                  Soroco                              SoundCloud 
##                                       6                                      13 
##                      Southwest Airlines                                  SpaceX 
##                                       8                                      22 
##                                Spectrum                                  Splunk 
##                                      10                                     161 
##                                 Spotify                                Sprinklr 
##                                     141                                      12 
##                           Sprout Social                            SPS Commerce 
##                                      17                                       5 
##                                  Square                     Squarepoint Capital 
##                                     176                                       6 
##                     SquarePoint capital                             Squarespace 
##                                       1                                      11 
##                             SquareSpace                       SS&C Technologies 
##                                      49                                       6 
##                          Stack Overflow                                 Staples 
##                                       5                                       5 
##                               Starbucks                           Starling Bank 
##                                      28                                       5 
##                                 startup                                 Startup 
##                                       6                                      28 
##                                 StartUp                                   Stash 
##                                       1                                       5 
##                              State Farm                            State Street 
##                                      41                                       8 
##                               STChealth                               STCHealth 
##                                       3                                       3 
##                              Stitch Fix                                  StockX 
##                                      28                                       5 
##                         Strategy by PwC                                  Stripe 
##                                       7                                     173 
##                                 Stryker                                 stubhub 
##                                       5                                       1 
##                                 Stubhub                                 StubHub 
##                                       1                                       4 
##                              Sumo Logic                              Supermicro 
##                                      11                                      24 
##                            Surveymonkey                            SurveyMonkey 
##                                       1                                      31 
##         Susquehanna International Group                                  swiggy 
##                                       7                                       1 
##                                  Swiggy                                Swiss Re 
##                                      18                                       5 
##                                Swisscom                                Symantec 
##                                       8                                      51 
##                               synaptics                               Synaptics 
##                                       1                                       6 
##                               Synchrony                               Synechron 
##                                       6                                       5 
##                                Synology                                synopsys 
##                                      10                                       2 
##                                Synopsys                                SYNOPSYS 
##                                      72                                       1 
##                                  Sysdig                                T-mobile 
##                                       6                                       3 
##                                T-Mobile                           T. Rowe Price 
##                                     139                                      11 
##                        tableau software                        Tableau Software 
##                                       1                                      83 
##                                  talend                                  Talend 
##                                       2                                       4 
##                                  Tanium                                  target 
##                                      13                                       2 
##                                  Target                              taskrabbit 
##                                      87                                       1 
##                              Taskrabbit                              TaskRabbit 
##                                       2                                       2 
##               Tata Consultancy Services               TATA Consultancy Services 
##                                      68                                       1 
##                                     tcs                                     Tcs 
##                                       2                                       2 
##                                     TCS                                 TD bank 
##                                      10                                       8 
##                                 TD Bank                                  Tekion 
##                                       1                                       6 
##                              Teksystems                              TEKsystems 
##                                       1                                       4 
##                          Teladoc Health                                   Telus 
##                                       9                                       4 
##                                   TELUS                                  Tempus 
##                                      12                                       6 
##                                 Tenable                                 tencent 
##                                      11                                       1 
##                                 Tencent                                Teradata 
##                                      16                                      12 
##                                   Tesco                                   tesla 
##                                      10                                       2 
##                                   Tesla                                    test 
##                                     177                                       2 
##                                    Test                       Texas Instruments 
##                                       3                                      41 
##                 The Climate Corporation                    The D. E. Shaw Group 
##                                       9                                       9 
##                            The Hartford                          The home depot 
##                                      10                                       1 
##                          The Home Depot              The New York Times Company 
##                                      45                                      45 
##                          The Trade Desk                        The Voleon Group 
##                                      11                                       5 
##                 The Walt Disney Company                Thermo Fisher Scientific 
##                                      10                                      10 
##                         Thomson Reuters                         Thought machine 
##                                      18                                       3 
##                         Thought Machine                             Thoughtspot 
##                                      22                                       4 
##                             ThoughtSpot                            Thoughtworks 
##                                       4                                      10 
##                            ThoughtWorks                               Thumbtack 
##                                      43                                      28 
##                                    Tiaa                                    TIAA 
##                                       1                                       4 
##                          TIBCO Software                            ticketmaster 
##                                       5                                       1 
##                            Ticketmaster                                  Tiktok 
##                                      20                                       5 
##                                  TikTok                                  Tinder 
##                                       8                                      18 
##                                 Tinkoff                                 tipalti 
##                                       5                                       1 
##                                 Tipalti                                   Toast 
##                                       4                                       6 
##                                   TOAST                               Tokopedia 
##                                       3                                       7 
##                                  TomTom                                 top hat 
##                                       6                                       1 
##                                 Top Hat                  Tower Research Capital 
##                                       4                                       9 
##               Toyota Research Institute                              Toyota USA 
##                                       5                                       7 
##                                Tradeweb                              Transunion 
##                                       6                                       1 
##                              TransUnion                               Travelers 
##                                       8                                       7 
##                               Traveloka                              Travelport 
##                                       8                                       6 
##                             Trend Micro                                 Trimble 
##                                      30                                       7 
##                                  trinet                                  Trinet 
##                                       1                                       1 
##                                  TriNet                             tripadvisor 
##                                       3                                       1 
##                             Tripadvisor                             TripAdvisor 
##                                      11                                      28 
##                           truckstop.com                           Truckstop.com 
##                                       2                                       3 
##                                 Truecar                                 TrueCar 
##                                       1                                       4 
##                                    Tsmc                                    TSMC 
##                                       1                                      26 
##                                    Tune                                    TUNE 
##                                       1                                       4 
##                              Turbonomic                                    Turo 
##                                       5                                       9 
##                                TuSimple                                  Twilio 
##                                      10                                     116 
##                                  twitch                                  Twitch 
##                                       1                                      38 
##                                 twitter                                 Twitter 
##                                       3                                     395 
##                               Two sigma                               Two Sigma 
##                                       1                                      71 
##                      Tyler Technologies                               U.S. Bank 
##                                       5                                       7 
##                                    uber                                    Uber 
##                                      10                                     880 
##                                    UBER                                Ubiquiti 
##                                       3                                       5 
##                                 Ubisoft                                     ubs 
##                                      19                                       1 
##                                     Ubs                                     UBS 
##                                       1                                      38 
##                               udaan.com                               Udaan.com 
##                                       6                                       1 
##                                   Udemy                                  UiPath 
##                                      12                                      23 
##                                     UKG                       ultimate software 
##                                      16                                       1 
##                       Ultimate Software                            Under Armour 
##                                       6                                       7 
##                                Unilever                                  Unisys 
##                                       5                                       5 
##                         united airlines                         United Airlines 
##                                       1                                       9 
##                      UnitedHealth Group                      Unity Technologies 
##                                       8                                      48 
##                                 Upstart                                  Upwork 
##                                       8                                       5 
##                                    USAA                                Vanguard 
##                                      94                                      36 
##                           veeva systems                           Veeva Systems 
##                                       1                                      23 
##                    Verily Life Sciences                                  Verint 
##                                      26                                       6 
##                                Verisign                                VERISIGN 
##                                       2                                       3 
##                    veritas technologies                    Veritas technologies 
##                                       1                                       1 
##                    Veritas Technologies                                 verizon 
##                                      29                                       4 
##                                 Verizon                           Verizon Media 
##                                      88                                      10 
##                                 verkada                                 Verkada 
##                                       1                                       7 
##                               ViacomCBS                                  Viasat 
##                                      11                                      17 
##                                   Vimeo                         Virtu financial 
##                                      17                                       1 
##                         Virtu Financial                                 virtusa 
##                                       5                                       2 
##                                 Virtusa                                    visa 
##                                       6                                       2 
##                                    Visa                                    VISA 
##                                     216                                       3 
##                                Visa inc                                Visa Inc 
##                                       1                                       6 
##                              Vistaprint                                   vizio 
##                                      18                                       2 
##                                   Vizio                                   VIZIO 
##                                       2                                       1 
##                                  vmware                                  Vmware 
##                                      11                                       3 
##                                  VmWare                                  VMware 
##                                       1                                     657 
##                                  VMWare                              Volkswagen 
##                                      10                                       8 
##                              VolksWagen                                  Vonage 
##                                       1                                       7 
##                                    vrbo                                    Vrbo 
##                                       1                                       6 
##                                 walmart                                 Walmart 
##                                       4                                     125 
##                            walmart labs                            Walmart labs 
##                                       1                                       4 
##                            Walmart Labs                            warby parker 
##                                     381                                       1 
##                            Warby Parker                             Warnermedia 
##                                       5                                       3 
##                             WarnerMedia                                 Wattpad 
##                                      12                                       6 
##                                 wayfair                                 Wayfair 
##                                       1                                     338 
##                                   Waymo                             Wealthfront 
##                                      51                                       9 
##                            Wealthsimple                                   Weave 
##                                       5                                      13 
##                                 Webflow                                Weedmaps 
##                                       7                                       6 
##                             wells fargo                             Wells fargo 
##                                       2                                       1 
##                             Wells Fargo                                   Wepay 
##                                      66                                       1 
##                                   WePay                         Western digital 
##                                      14                                       1 
##                         Western Digital                         Western DIgital 
##                                      43                                       1 
##                                  wework                                  Wework 
##                                       3                                       2 
##                                  WeWork                                   WHOOP 
##                                      80                                       5 
##                    Willis towers watson                    Willis Towers Watson 
##                                       1                                       5 
##                                   wipro                                   Wipro 
##                                       1                                       9 
##                           Wipro Limited                                    Wise 
##                                      14                                      17 
##                                    wish                                    Wish 
##                                       1                                      43 
##                                     Wix                          Wolters Kluwer 
##                                      10                                       9 
##                                 workday                                 Workday 
##                                       2                                     262 
##                               Workhuman                                 Workiva 
##                                       6                                       6 
##                   World wide technology                   World Wide Technology 
##                                       1                                      11 
##                               WP Engine                                   Xandr 
##                                       8                                      18 
##                                  Xendit                                    Xero 
##                                       7                                       8 
##                                  Xilinx                                  XILINX 
##                                      44                                       1 
##                                    Xing                                    XING 
##                                       2                                       3 
##                           XPO Logistics                                   yahoo 
##                                       7                                       2 
##                                   Yahoo                                  yandex 
##                                     187                                       1 
##                                  Yandex                                    yelp 
##                                     169                                       1 
##                                    Yelp                                    Yext 
##                                     195                                      24 
##                                 Zalando                                  zapier 
##                                      90                                       1 
##                                  Zapier                                  Zappos 
##                                       7                                       8 
##                      Zebra Technologies                                 zendesk 
##                                       5                                       1 
##                                 Zendesk                                Zenefits 
##                                      65                                       7 
##                                    Zeta                                  zillow 
##                                       5                                       2 
##                                  Zillow                            zillow group 
##                                     159                                       1 
##                            Zillow Group                            ZipRecruiter 
##                                      13                                       6 
##                                  Zocdoc                                    Zoho 
##                                       9                                      13 
##                                  Zomato                                    zoom 
##                                       5                                       1 
##                                    Zoom                                zoominfo 
##                                      27                                       1 
##                                Zoominfo                                ZoomInfo 
##                                       3                                       6 
##                                    zoox                                    Zoox 
##                                       3                                      46 
##                                      ZS                           ZS associates 
##                                      14                                       1 
##                           ZS Associates                                 Zscaler 
##                                      11                                       8 
##                                  Zulily                                   zynga 
##                                      22                                       1 
##                                   Zynga 
##                                      29
table(data2$level)
## < table of extent 0 >
table(data2$title) # no missing data in this variable
## 
##             Business Analyst               Data Scientist 
##                          885                         2578 
##            Hardware Engineer              Human Resources 
##                         2200                          364 
##        Management Consultant                    Marketing 
##                          976                          710 
##          Mechanical Engineer             Product Designer 
##                          490                         1516 
##              Product Manager                    Recruiter 
##                         4673                          451 
##                        Sales            Software Engineer 
##                          461                        41230 
## Software Engineering Manager           Solution Architect 
##                         3569                         1157 
##    Technical Program Manager 
##                         1381
table(data2$location)
## 
##                       Aachen, NW, Germany 
##                                         3 
##                       Aarhus, AR, Denmark 
##                                         5 
##               Aberdeen Proving Ground, MD 
##                                         1 
##                              Abingdon, MD 
##                                         1 
##                          Accra, AA, Ghana 
##                                         1 
##                   Adelaide, SA, Australia 
##                                         3 
##                Aguadilla, PR, Puerto Rico 
##                                         1 
##                               Alameda, CA 
##                                         3 
##                                Albany, NY 
##                                         4 
##                           Albuquerque, NM 
##                                         9 
##                            Alexandria, VA 
##                                         4 
##                           Aliso Viejo, CA 
##                                         6 
##                            Allen Park, MI 
##                                         1 
##                                 Allen, TX 
##                                         1 
##                             Allentown, PA 
##                                         1 
##                    Almaty, AC, Kazakhstan 
##                                         1 
##                            Alpharetta, GA 
##                                        19 
##      Alphen Aan Den Rijn, ZH, Netherlands 
##                                         1 
##            Altrincham, EN, United Kingdom 
##                                         1 
##                         American Fork, UT 
##                                         7 
##               Amersfoort, UT, Netherlands 
##                                         1 
##                                  Ames, IA 
##                                         3 
##                         Amman, AM, Jordan 
##                                         2 
##               Amstelveen, NH, Netherlands 
##                                         2 
##                Amsterdam, NH, Netherlands 
##                                       237 
##                             Amsterdam, NY 
##                                         1 
##                               Anaheim, CA 
##                                         1 
##                               Andover, MA 
##                                         1 
##             Angeles City, PM, Philippines 
##                                         1 
##                        Ankara, AN, Turkey 
##                                         1 
##                             Ann Arbor, MI 
##                                        29 
##                             Annandale, VA 
##                                         1 
##                    Annapolis Junction, MD 
##                                         7 
##                             Annapolis, MD 
##                                         1 
##                               Antioch, TN 
##                                         1 
##                              Archbald, PA 
##                                         1 
##                          Arizona City, AZ 
##                                         5 
##                     Arlington Heights, IL 
##                                         1 
##                             Arlington, TX 
##                                         5 
##                             Arlington, VA 
##                                       237 
##                                Armonk, NY 
##                                         9 
##                                Arvada, CO 
##                                         1 
##                               Ashburn, VA 
##                                        10 
##                                 Aspen, CO 
##                                         1 
##                                Athens, GA 
##                                         2 
##                      Athlone, WH, Ireland 
##                                         4 
##                               Atlanta, GA 
##                                       532 
##                               Atlanta, NY 
##                                         2 
##                          Auburn Hills, MI 
##                                         2 
##                 Auckland, AU, New Zealand 
##                                         9 
##                               Augusta, GA 
##                                         2 
##                                Aurora, CO 
##                                         5 
##                                Austin, TX 
##                                      1527 
##                                 Azusa, CA 
##                                         1 
##                  Bad Homburg, HE, Germany 
##                                         1 
##                           Bala Cynwyd, PA 
##                                         3 
##                          Ballston Spa, NY 
##                                         2 
##                             Baltimore, MD 
##                                        42 
##                      Bangalore, KA, India 
##                                      1199 
##                   Banganapalle, AP, India 
##                                         1 
##                     Bangkok, BM, Thailand 
##                                        19 
##                      Barcelona, CT, Spain 
##                                        47 
##                    Basel, BS, Switzerland 
##                                         4 
##           Basingstoke, EN, United Kingdom 
##                                         1 
##                         Basking Ridge, NJ 
##                                        20 
##                           Baton Rouge, LA 
##                                         8 
##                             Beaverton, OR 
##                                        46 
##                               Bedford, MA 
##                                        13 
##                      Bedok, SG, Singapore 
##                                         1 
##                    Beer-Sheva, HD, Israel 
##                                         1 
##                        Beijing, BJ, China 
##                                        28 
##               Belfast, NI, United Kingdom 
##                                         4 
##                               Belgium, WI 
##                                         1 
##                      Belgrade, SR, Serbia 
##                                         7 
##                              Bellevue, ID 
##                                         1 
##                              Bellevue, OH 
##                                         1 
##                              Bellevue, WA 
##                                       737 
##                               Belmont, CA 
##                                         7 
##                Belo Horizonte, MG, Brazil 
##                                         5 
##                                Beloit, WI 
##                                         1 
##                                  Bend, OR 
##                                         3 
##                      Bengaluru, KA, India 
##                                       525 
##                           Bentonville, AR 
##                                        83 
##                           Bergenfield, NJ 
##                                         1 
##                      Berkeley Heights, NJ 
##                                         1 
##                              Berkeley, CA 
##                                        19 
##                         Berlin Center, OH 
##                                         2 
##                       Berlin, BE, Germany 
##                                       342 
##                                Berlin, CT 
##                                         3 
##                                Berlin, GA 
##                                         1 
##                     Bern, BE, Switzerland 
##                                         1 
##                                Berwyn, PA 
##                                         1 
##                              Bethesda, MD 
##                                         7 
##                               Beverly, MA 
##                                         1 
##                    Bielefeld, NW, Germany 
##                                         1 
##                            Birmingham, AL 
##                                        10 
##            Birmingham, EN, United Kingdom 
##                                         4 
##                            Bloomfield, CT 
##                                         3 
##                           Bloomington, IL 
##                                        16 
##                           Bloomington, IN 
##                                         1 
##                           Bloomington, MN 
##                                         4 
##                            Boca Raton, FL 
##                                         4 
##                      Bogota, DC, Colombia 
##                                         6 
##                                 Boise, ID 
##                                        43 
##                               Bolivia, NC 
##                                         1 
##                         Bonn, NW, Germany 
##                                         1 
##                                 Boone, NC 
##                                         1 
##                          Bossier City, LA 
##                                         1 
##                                Boston, AR 
##                                         2 
##                                Boston, MA 
##                                      1190 
##                               Bothell, WA 
##                                        18 
##                               Boulder, CO 
##                                       193 
##           Bournemouth, EN, United Kingdom 
##                                         2 
##                         Bowling Green, OH 
##                                         1 
##                            Boxborough, MA 
##                                        16 
##                               Bozeman, MT 
##                                         2 
##                       Braga, BR, Portugal 
##                                         1 
##                      Brampton, ON, Canada 
##                                         3 
##                      Brasilia, DF, Brazil 
##                                         1 
##                  Bratislava, BL, Slovakia 
##                                         5 
##                                Brazil, IN 
##                                         5 
##                                  Brea, CA 
##                                         1 
##                            Bridgeport, CT 
##                                         1 
##                           Bridgewater, NJ 
##                                         7 
##              Brighton, EN, United Kingdom 
##                                         2 
##                   Brisbane, QL, Australia 
##                                        10 
##                               Bristol, CT 
##                                         7 
##               Bristol, EN, United Kingdom 
##                                         8 
##                  Brno, JM, Czech Republic 
##                                         7 
##                         Brooklyn Park, MN 
##                                         4 
##                              Brooklyn, NY 
##                                        47 
##                            Broomfield, CO 
##                                        20 
##                     Brussels, BU, Belgium 
##                                         3 
##                    Bucharest, BU, Romania 
##                                        16 
##                     Budapest, BU, Hungary 
##                                        17 
##               Buenos Aires, DF, Argentina 
##                                        17 
##                         Buffalo Grove, IL 
##                                         2 
##                               Buffalo, NY 
##                                         3 
##                               Burbank, CA 
##                                        15 
##                            Burlingame, CA 
##                                         2 
##                            Burlington, MA 
##                                        39 
##                            Burlington, VT 
##                                         5 
##                       Burnaby, BC, Canada 
##                                         8 
##                            Burnsville, MN 
##                                         1 
##                                 Butte, MT 
##                                         1 
##                       Calgary, AB, Canada 
##                                        27 
##                        Cali, VC, Colombia 
##                                         1 
##                       California City, CA 
##                                        14 
##                California Hot Springs, CA 
##                                         1 
##                            California, PA 
##                                         1 
##                                 Camas, WA 
##                                         1 
##             Cambridge, EN, United Kingdom 
##                                        49 
##                             Cambridge, MA 
##                                       246 
##              Cambridge, MA, United States 
##                                         2 
##                              Campbell, CA 
##                                         8 
##                      Campinas, SP, Brazil 
##                                         2 
##                                Canada, KY 
##                                         2 
##                   Canberra, CT, Australia 
##                                         5 
##                            Canonsburg, PA 
##                                         4 
##                        Cape Canaveral, FL 
##                                         1 
##                        Cape Girardeau, MO 
##                                         1 
##               Cape Town, WC, South Africa 
##                                        13 
##                              Carlsbad, CA 
##                                        12 
##                           Carpinteria, CA 
##                                         7 
##                                  Cary, NC 
##                                        26 
##                          Cedar Rapids, IA 
##                                         9 
##                           Centreville, VA 
##                                         2 
##                             Champaign, IL 
##                                         7 
##                      Chandler Heights, AZ 
##                                         1 
##                              Chandler, AZ 
##                                        75 
##                             Chantilly, VA 
##                                        10 
##                           Chapel Hill, NC 
##                                         2 
##                            Charleston, SC 
##                                        11 
##                            Charleston, WV 
##                                         1 
##                             Charlotte, NC 
##                                       156 
##                       Charlottesville, VA 
##                                         3 
##                        Chengdu, SC, China 
##                                         2 
##                        Chennai, TN, India 
##                                        98 
##                 Chennai, undefined, India 
##                                         4 
##                       Chester Springs, PA 
##                                         1 
##                              Cheyenne, WY 
##                                         1 
##                       Chicago Heights, IL 
##                                         4 
##                               Chicago, IL 
##                                       806 
##                                 China, ME 
##                                         1 
##                     Chisinau, CE, Moldova 
##                                         2 
##                       Chu-nan, TW, Taiwan 
##                                         1 
##                            Cincinnati, OH 
##                                        57 
##              Ciudad de Mexico, MX, Mexico 
##                                         2 
##                             Claremont, CA 
##                                         1 
##                              Claymont, DE 
##                                         1 
##                            Clearfield, UT 
##                                         1 
##                            Clearwater, FL 
##                                         1 
##                   Clementi, SG, Singapore 
##                                         2 
##                             Cleveland, OH 
##                                        18 
##                               Clifton, NJ 
##                                         2 
##                  Cluj-Napoca, CJ, Romania 
##                                         7 
##                         Cochin, KL, India 
##                                         1 
##                          College Park, MD 
##                                         1 
##                       College Station, TX 
##                                         1 
##                          Collierville, TN 
##                                         1 
##                      Cologne, NW, Germany 
##                                         5 
##                         Colorado City, AZ 
##                                         1 
##                         Colorado City, CO 
##                                         2 
##                      Colorado Springs, CO 
##                                        19 
##                              Columbia, MD 
##                                        10 
##                              Columbia, MO 
##                                         5 
##                              Columbia, SC 
##                                         1 
##                        Columbus Grove, OH 
##                                         1 
##                              Columbus, GA 
##                                         1 
##                              Columbus, IN 
##                                        12 
##                              Columbus, OH 
##                                       100 
##                               Concord, NC 
##                                         1 
##                  Copenhagen , SK, Denmark 
##                                         6 
##                               Coppell, TX 
##                                         3 
##                         Cork, CK, Ireland 
##                                        13 
##                             Corvallis, OR 
##                                         3 
##                            Costa Mesa, CA 
##                                         8 
##                    Courbevoic, IL, France 
##                                         1 
##                             Covington, KY 
##                                         1 
##                                 Crapo, MD 
##                                         1 
##                           Culver City, CA 
##                                        19 
##                             Cupertino, CA 
##                                      1431 
##                               Cypress, CA 
##                                         1 
##                         Dalian, LN, China 
##                                         1 
##                         Dallas Center, IA 
##                                         1 
##                                Dallas, TX 
##                                       478 
##                             Daly City, CA 
##                                         3 
##                                 Davie, FL 
##                                         2 
##                                Dayton, OH 
##                                         1 
##                      Dearborn Heights, MI 
##                                         1 
##                              Dearborn, MI 
##                                        34 
##                     Debrecen, HB, Hungary 
##                                         1 
##                       Deerfield Beach, FL 
##                                         2 
##                             Deerfield, IL 
##                                         1 
##                         Delaware City, DE 
##                                         1 
##                          Delhi, DL, India 
##                                        28 
##                           Denver City, TX 
##                                         1 
##                                Denver, CO 
##                                       305 
##                            Des Moines, IA 
##                                        13 
##                               Detroit, ME 
##                                         1 
##                               Detroit, MI 
##                                        94 
##                     Dhaka, DA, Bangladesh 
##                                         1 
##               Dnepropetrovsk, DP, Ukraine 
##                                         1 
##                           Doha, DA, Qatar 
##                                         1 
##                     Dortmund, NW, Germany 
##                                         7 
##                                 Dover, NH 
##                                         3 
##                           Downingtown, PA 
##                                         1 
##                                Draper, UT 
##                                        10 
##                      Dresden, SN, Germany 
##                                         6 
##           Dubai, DU, United Arab Emirates 
##                                        30 
##                                Dublin, CA 
##                                         5 
##                       Dublin, DN, Ireland 
##                                       282 
##                                Dublin, GA 
##                                         1 
##                                Dublin, IN 
##                                         3 
##                                Dublin, NH 
##                                         1 
##                                Dublin, OH 
##                                         1 
##                                Dublin, PA 
##                                         1 
##                                Dublin, TX 
##                                         1 
##                                Dulles, VA 
##                                        10 
##                                Duluth, GA 
##                                         4 
##                                Durham, NC 
##                                        76 
##                   Dusseldorf, NW, Germany 
##                                         3 
##                                 Eagan, MN 
##                                         4 
##                         East Hartford, CT 
##                                         1 
##                       East Rutherford, NJ 
##                                         1 
##                             Eatontown, NJ 
##                                         1 
##                          Eden Prairie, MN 
##                                         8 
##                             Edgewater, NJ 
##                                         1 
##             Edinburgh, SC, United Kingdom 
##                                        25 
##                                Edison, NJ 
##                                         5 
##                      Edmonton, AB, Canada 
##                                         9 
##                                 Egypt, AR 
##                                         1 
##                Eindhoven, NB, Netherlands 
##                                         3 
##                  Ekaterinburg, SV, Russia 
##                                         3 
##                            El Segundo, CA 
##                                        27 
##                             Elk Grove, CA 
##                                         1 
##                              Elkridge, MD 
##                                         3 
##                         Ellicott City, MD 
##                                         1 
##                            Emeryville, CA 
##                                        14 
##                              Endicott, NY 
##                                         1 
##                      Englewood Cliffs, NJ 
##                                         1 
##                             Englewood, CO 
##                                         7 
##                     Erlangen, BY, Germany 
##                                         1 
##                                Eugene, OR 
##                                         1 
##                              Evanston, IL 
##                                         1 
##                               Everett, WA 
##                                        17 
##                                 Exton, PA 
##                                         3 
##                       Fairfax Station, VA 
##                                         1 
##                               Fairfax, VA 
##                                        60 
##                             Fairfield, CT 
##                                         1 
##                              Fairmont, WV 
##                                         1 
##                            Fall River, MA 
##                                         1 
##                          Falls Church, VA 
##                                         6 
##                                 Fargo, ND 
##                                         2 
##                            Farmington, CT 
##                                         1 
##                            Farmington, UT 
##                                         2 
##                          Fayetteville, NC 
##                                         1 
##               Feltham, EN, United Kingdom 
##                                         1 
##                          Florham Park, NJ 
##                                         8 
##                 Florianopolis, SC, Brazil 
##                                         1 
##                               Florida, NY 
##                                         5 
##                                Folsom, CA 
##                                       116 
##                            Fort Bragg, NC 
##                                         1 
##                          Fort Collins, CO 
##                                        14 
##                   Fort George G Meade, MD 
##                                         1 
##                             Fort Knox, KY 
##                                         1 
##                       Fort Lauderdale, FL 
##                                        57 
##                             Fort Mill, SC 
##                                         6 
##                            Fort Myers, FL 
##                                         1 
##                            Fort Wayne, IN 
##                                         1 
##                            Fort Worth, TX 
##                                        22 
##                           Foster City, CA 
##                                       129 
##                          Fountain Inn, SC 
##                                         1 
##                            Framingham, MA 
##                                        10 
##                             Frankford, DE 
##                                         1 
##                    Frankfurt, HE, Germany 
##                                        18 
##                              Franklin, TN 
##                                         2 
##                              Franklin, WI 
##                                         1 
##                             Frederick, MD 
##                                         3 
##                        Fredericksburg, VA 
##                                         1 
##                   Fredericton, NB, Canada 
##                                         3 
##                               Fremont, CA 
##                                       110 
##                                Fresno, CA 
##                                         1 
##                 Fribourg, FR, Switzerland 
##                                         1 
##                         Friday Harbor, WA 
##                                         1 
##                                Frisco, TX 
##                                        17 
##                        Fukuoka, FK, Japan 
##                                         1 
##                             Fullerton, CA 
##                                         1 
##                                Fulton, MD 
##                                         4 
##                           Gainesville, FL 
##                                         3 
##                          Gaithersburg, MD 
##                                         6 
##                       Galway, GY, Ireland 
##                                        13 
##                    Gandhinagar, GJ, India 
##                                         1 
##                                Garner, NC 
##                                         1 
##                        Gdansk, PM, Poland 
##                                        14 
##                        Gdynia, PM, Poland 
##                                         1 
##                   Geneva, GE, Switzerland 
##                                         4 
##                             Georgiana, AL 
##                                         1 
##                            Germantown, IL 
##                                         1 
##                            Germantown, MD 
##                                         1 
##                          Gie, HE, Germany 
##                                         2 
##                               Gilbert, AZ 
##                                         4 
##                                Gilroy, CA 
##                                         1 
##                           Giza, JZ, Egypt 
##                                         1 
##               Glasgow, SC, United Kingdom 
##                                        27 
##                            Glen Allen, VA 
##                                         1 
##                              Glendale, CA 
##                                        10 
##                       Gliwice, SL, Poland 
##                                         1 
##                            Goa, GA, India 
##                                         1 
##                 Gold Coast, QL, Australia 
##                                         1 
##                                Goleta, CA 
##                                         5 
##                                Goshen, IN 
##                                         3 
##                    Gothenburg, VG, Sweden 
##                                         2 
##                          Grand Rapids, MI 
##                                        15 
##                         Graz, ST, Austria 
##                                         1 
##                            Greenville, SC 
##                                         2 
##                            Greenville, TX 
##                                         1 
##                             Greenwich, CT 
##                                         7 
##                     Greenwood Village, CO 
##                                         4 
##                   Guadalajara, JA, Mexico 
##                                         8 
##                      Guangzhou, GD, China 
##                                         3 
##                  Guatemala, GU, Guatemala 
##                                         1 
##             Guildford, EN, United Kingdom 
##                                         1 
##                        Gurgaon, HR, India 
##                                       124 
##                                Hahira, GA 
##                                         1 
##                         Haifa, HA, Israel 
##                                        52 
##                       Halifax, NS, Canada 
##                                         4 
##                      Hamburg, HH, Germany 
##                                        14 
##                              Hamilton, NJ 
##                                         1 
##                       Hangzhou, ZJ, China 
##                                        15 
##                     Hannover, NI, Germany 
##                                         4 
##                        Hanoi, HN, Vietnam 
##                                         1 
##                               Hanover, MD 
##                                         1 
##                            Harrisburg, PA 
##                                         4 
##                              Hartford, CT 
##                                        22 
##              Hatfield, EN, United Kingdom 
##                                         3 
##                             Hauppauge, NY 
##                                         1 
##                      Hawaiian Gardens, CA 
##                                         1 
##                             Hawthorne, CA 
##                                        13 
##                               Hayward, CA 
##                                         1 
##                             Hazelwood, MO 
##                                         2 
##                   Heidelberg, BW, Germany 
##                                         2 
##                                Helena, MT 
##                                         4 
##                     Helsinki, ES, Finland 
##                                         7 
##                   Heredia, HE, Costa Rica 
##                                         2 
##                             Hermitage, TN 
##                                         1 
##                               Herndon, VA 
##                                       157 
##                     Herzliyya, TA, Israel 
##                                        37 
##                              Hiawatha, IA 
##                                         1 
##                         Highland Park, NJ 
##                                         1 
##                               Hilbert, WI 
##                                         1 
##                             Hillsboro, OH 
##                                         3 
##                             Hillsboro, OR 
##                                       224 
##             Ho Chi Minh City, HC, Vietnam 
##                                         1 
##                               Hoboken, NJ 
##                                        32 
##                  hod hasharon, HM, Israel 
##                                         2 
##                       Hoffman Estates, IL 
##                                         2 
##                             Hollywood, CA 
##                                         5 
##                               Holmdel, NJ 
##                                        15 
##                         Holon, TA, Israel 
##                                         1 
##                            Holtsville, NY 
##                                         4 
##            Hong Kong, HK, Hong Kong (SAR) 
##                                        31 
##                              Honolulu, HI 
##                                         3 
##                Hoofddorp, NH, Netherlands 
##                                         1 
##                     Hopewell Junction, NY 
##                                         3 
##                              Hopewell, NJ 
##                                         1 
##                             Hopkinton, MA 
##                                        23 
##                               Horsham, PA 
##                                         2 
##                               Houston, TX 
##                                       232 
##                Hsin-Chu County, CN, China 
##                                         2 
##                      Hsin-chu, TP, Taiwan 
##                                        91 
##                                Hudson, MA 
##                                        13 
##                                Hudson, NH 
##                                         1 
##                           Hunt Valley, MD 
##                                         2 
##                      Huntington Beach, CA 
##                                         1 
##                            Huntsville, AL 
##                                        12 
##                      Hyderabad, AP, India 
##                                       124 
##                      Hyderabad, TS, India 
##                                       406 
##                         Iasi, IS, Romania 
##                                         3 
##                         Illinois City, IL 
##                                         6 
##                           Indian Lake, NY 
##                                         1 
##                               Indiana, PA 
##                                         1 
##                          Indianapolis, IN 
##                                        64 
##                         Indore, MP, India 
##                                         2 
##                   Ingolstadt, BY, Germany 
##                                         2 
##                                Inwood, WV 
##                                         1 
##                             Iowa City, IA 
##                                         2 
##                               Ireland, IN 
##                                         8 
##                                Irvine, CA 
##                                       258 
##                                Irvine, PA 
##                                         1 
##                                Irving, TX 
##                                        37 
##                                Iselin, NJ 
##                                         1 
##                   Islamabad, IS, Pakistan 
##                                         1 
##                              Issaquah, WA 
##                                        17 
##           Issy-les-Moulineaux, IL, France 
##                                         1 
##                      Istanbul, IB, Turkey 
##                                         2 
##                                 Italy, TX 
##                                         1 
##                          Jacksonville, FL 
##                                        11 
##                    Jakarta, JK, Indonesia 
##                                        25 
##                         Jamaica Beach, TX 
##                                         1 
##                  Jeddah, MK, Saudi Arabia 
##                                         1 
##                           Jersey City, NJ 
##                                       172 
##                     Jerusalem, JM, Israel 
##                                         5 
##            Johannesburg, GT, South Africa 
##                                         1 
##                          Johnson City, TN 
##                                         2 
##                              Johnston, IA 
##                                         1 
##                              Johnston, RI 
##                                         3 
##                Johor Baharu, JH, Malaysia 
##                                         1 
##              Julianadorp, NH, Netherlands 
##                                         1 
##                             Kalamazoo, MI 
##                                         1 
##                   Kaliningrad, KN, Russia 
##                                         1 
##                        Kanata, ON, Canada 
##                                         2 
##                               Kaneohe, HI 
##                                         1 
##                           Kansas City, KS 
##                                         8 
##                           Kansas City, MO 
##                                       100 
##                    Karlsruhe, BW, Germany 
##                                         5 
##                         Kazan, TT, Russia 
##                                         1 
##                                  Kent, WA 
##                                        21 
##                     Kfar saba, HM, Israel 
##                                         2 
##                      Kharkiv, KK, Ukraine 
##                                        10 
##                      Kherson, MY, Ukraine 
##                                         1 
##                         Kiev, KC, Ukraine 
##                                        41 
##                       King of Prussia, PA 
##                                         8 
##                              Kirkland, WA 
##                                       169 
##                     Kitchener, ON, Canada 
##                                        23 
##                          Kochi, KL, India 
##                                         2 
##                                Kokomo, IN 
##                                         1 
##                        Kolkata, WB, India 
##                                         3 
##                        Krakow, MA, Poland 
##                                        15 
##                Kuala Lumpur, KL, Malaysia 
##                                         3 
##           Kwajalein, MH, Marshall Islands 
##                                         1 
##                          Kyoto, KY, Japan 
##                                         1 
##                  La Canada Flintridge, CA 
##                                         2 
##                             La Crosse, WI 
##                                         1 
##                              La Jolla, CA 
##                                         1 
##                             Lafayette, LA 
##                                         7 
##                        Lagos, LA, Nigeria 
##                                        14 
##                          Lake Charles, LA 
##                                         1 
##                           Lake Forest, CA 
##                                         7 
##                             Lake Mary, FL 
##                                         7 
##                      Lake Saint Louis, MO 
##                                         1 
##                             Langhorne, PA 
##                                         1 
##                               Lansing, MI 
##                                         3 
##                    Las Tablas, LS, Panama 
##                                         1 
##                             Las Vegas, NV 
##                                        15 
##                 Lausanne, VD, Switzerland 
##                                         4 
##                                Layton, UT 
##                                         1 
##            Leamington, EN, United Kingdom 
##                                         2 
##                               Lebanon, NH 
##                                         1 
##                 Leeds, EN, United Kingdom 
##                                         1 
##                                  Lehi, UT 
##                                        51 
##                      Leixlip, KE, Ireland 
##                                         3 
##                                Lenexa, KS 
##                                         2 
##                         Levis, QC, Canada 
##                                         1 
##                        Lexington Park, MD 
##                                         1 
##                             Lexington, KY 
##                                         4 
##                         Lille, NO, France 
##                                         1 
##                            Lima, LI, Peru 
##                                         3 
##                     Limerick, LK, Ireland 
##                                         3 
##                       Lindau, BY, Germany 
##                                         2 
##                                Lindon, UT 
##                                         1 
##                     Linthicum Heights, MD 
##                                         1 
##                      Lisbon, LI, Portugal 
##                                         3 
##                             Littleton, CO 
##                                         5 
##                             Littleton, MA 
##                                        14 
##                             Livermore, CA 
##                                         1 
##                             Liverpool, NY 
##                                         1 
##                           Lod, HM, Israel 
##                                         1 
##                          Lodz, LD, Poland 
##                                         3 
##                          London Mills, IL 
##                                         3 
##                London, EN, United Kingdom 
##                                      1024 
##                                London, KY 
##                                         3 
##                                London, OH 
##                                         1 
##                                London, WV 
##                                         1 
##                           Londonderry, OH 
##                                         1 
##                           Londonderry, VT 
##                                         2 
##                            Long Beach, CA 
##                                         2 
##                              Longmont, CO 
##                                         5 
##                          Los Alamitos, CA 
##                                         1 
##                             Los Altos, CA 
##                                         6 
##                           Los Angeles, CA 
##                                       714 
##                             Los Gatos, CA 
##                                       226 
##                            Louisville, CO 
##                                         4 
##                            Louisville, KY 
##                                        13 
##                              Loveland, CO 
##                                         1 
##                          Lund, SN, Sweden 
##                                         2 
##                Luxembourg, LU, Luxembourg 
##                                        38 
##                         Lviv, LV, Ukraine 
##                                         8 
##                                  Lynn, MA 
##                                         2 
##                          Lyon, RH, France 
##                                         1 
##                               Madison, WI 
##                                        87 
##                         Madrid, MD, Spain 
##                                        48 
##                                Mahwah, NJ 
##                                         1 
##                         Malaga, AN, Spain 
##                                         2 
##                                 Malmo, NE 
##                                         1 
##                               Malvern, PA 
##                                        27 
##                              Manassas, VA 
##                                         6 
##            Manchester, EN, United Kingdom 
##                                         7 
##                            Manchester, NH 
##                                         6 
##         Mandaluyong City, MM, Philippines 
##                                         1 
##                       Manhattan Beach, CA 
##                                        13 
##                             Manhattan, NY 
##                                         7 
##                   Manila, MM, Philippines 
##                                         2 
##                           Maple Shade, NJ 
##                                         1 
##              Mar del Plata, BA, Argentina 
##                                         1 
##                              Marietta, GA 
##                                         5 
##                       Markham, ON, Canada 
##                                        42 
##                           Marlborough, MA 
##                                         8 
##                           Martinsburg, WV 
##                                         1 
##                      Maryland Heights, MO 
##                                         1 
##                                 Mason, OH 
##                                         3 
##                               Mc Lean, VA 
##                                        50 
##                              Mckinney, TX 
##                                         2 
##                                McLean, NE 
##                                         2 
##                                McLean, TX 
##                                         2 
##                         Mechanicsburg, PA 
##                                         3 
##                      Medan, SU, Indonesia 
##                                         1 
##                    Medellin, AN, Colombia 
##                                         2 
##                             Melbourne, FL 
##                                         9 
##                  Melbourne, VI, Australia 
##                                        44 
##                               Memphis, TN 
##                                         5 
##                            Menlo Park, CA 
##                                      1440 
##                       Menomonee Falls, WI 
##                                         2 
##                             Menomonie, WI 
##                                         1 
##                               Meriden, CT 
##                                         4 
##                             Merrimack, NH 
##                                         5 
##                                  Mesa, AZ 
##                                         1 
##                        Mexico, DF, Mexico 
##                                         4 
##                           Miami Beach, FL 
##                                         4 
##                                 Miami, FL 
##                                        33 
##                       Michigan Center, MI 
##                                         1 
##                            Middletown, NJ 
##                                         8 
##                               Midvale, UT 
##                                         2 
##                         Milano, LO, Italy 
##                                        10 
##                               Milford, MI 
##                                         6 
##                           Mill Valley, CA 
##                                         6 
##                              Milpitas, CA 
##                                        96 
##                             Milwaukee, WI 
##                                        24 
##                           Minneapolis, MN 
##                                       214 
##                        Minnesota City, MN 
##                                         3 
##                            Minnetonka, MN 
##                                         1 
##                        Minsk, HM, Belarus 
##                                        12 
##                        Minsk, MI, Belarus 
##                                         8 
##                               Miramar, FL 
##                                         1 
##                   Mississauga, ON, Canada 
##                                        11 
##                     Mississippi State, MS 
##                                         1 
##                         Missouri City, MO 
##                                         2 
##                                Mobile, AL 
##                                         1 
##                                Moline, IL 
##                                         2 
##                                Monroe, LA 
##                                         1 
##                 Monroe, LA, United States 
##                                         1 
##                              Monterey, CA 
##                                         1 
##                   Montevideo, MO, Uruguay 
##                                         2 
##                   Montpellier, LA, France 
##                                         2 
##                              Montreal, MO 
##                                         3 
##                      Montreal, QC, Canada 
##                                       124 
##                              Montvale, NJ 
##                                         3 
##                              Monument, CO 
##                                         1 
##                            Moorestown, NJ 
##                                         3 
##                            Morgantown, WV 
##                                         6 
##                         Morris Plains, NJ 
##                                         1 
##                            Morristown, NJ 
##                                         1 
##                           Morrisville, NC 
##                                        24 
##                          Moscow Mills, MO 
##                                         1 
##                                Moscow, ID 
##                                         1 
##                        Moscow, MC, Russia 
##                                       191 
##                                Moscow, PA 
##                                         1 
##                          Mount Laurel, NJ 
##                                         7 
##                         Mountain View, AR 
##                                         1 
##                         Mountain View, CA 
##                                      2275 
##                         Mountain View, MO 
##                                         1 
##                         Mumbai, MH, India 
##                                        91 
##                       Munich, BY, Germany 
##                                       109 
##                                Munich, ND 
##                                         2 
##                          Murfreesboro, TN 
##                                         1 
##                           Murray Hill, NJ 
##                                         1 
##                                Murray, UT 
##                                         5 
##                         Nagoya, AI, Japan 
##                                         1 
##                        Nairobi, NA, Kenya 
##                                         5 
##                        Nanjing, JS, China 
##                                         1 
##                        Nantes, PA, France 
##                                         1 
##                            Naperville, IL 
##                                         9 
##                                Naples, FL 
##                                         2 
##                                Nashua, NH 
##                                        11 
##                             Nashville, TN 
##                                        66 
##                                Natick, MA 
##                                        53 
##                    Navi Mumbai, MH, India 
##                                         1 
##                Nazareth Illit, HZ, Israel 
##                                         1 
##                         Nebraska City, NE 
##                                         1 
##                       Needham Heights, MA 
##                                         1 
##                               Needham, MA 
##                                        16 
##                Neuchatel, NE, Switzerland 
##                                         1 
##                    Neuquen, NQ, Argentina 
##                                         1 
##                         New Braunfels, TX 
##                                         1 
##                         New Brunswick, NJ 
##                                         3 
##                              New City, NY 
##                                         2 
##                      New Delhi, DL, India 
##                                         9 
##                           New Hampton, NH 
##                                         1 
##                             New Haven, CT 
##                                         1 
##                           New Orleans, LA 
##                                        12 
##                        New Providence, NJ 
##                                         1 
##                        New York Mills, MN 
##                                         3 
##                        New York Mills, NY 
##                                         5 
##                              New York, NY 
##                                      4562 
##                                Newark, CA 
##                                        16 
##                                Newark, DE 
##                                         7 
##                                Newark, NJ 
##                                        59 
##   Newcastle Upon Tyne, EN, United Kingdom 
##                                         3 
##                         Newport Beach, CA 
##                                         6 
##                          Newport News, VA 
##                                         1 
##                                Newton, MA 
##                                         3 
##                        Newtown Square, PA 
##                                        13 
##                          Nice, PR, France 
##                                         5 
##                         Nineveh, NI, Iraq 
##                                         1 
##              Nizhniy Novgorod, NZ, Russia 
##                                         2 
##                          Noida, UP, India 
##                                        88 
##                               Norfolk, VA 
##                                        12 
##                      North Charleston, SC 
##                                         1 
##                           North Haven, CT 
##                                         1 
##                         North Houston, TX 
##                                         1 
##                         North Reading, MA 
##                                         9 
##           Northampton, EN, United Kingdom 
##                                         2 
##                            Northbrook, IL 
##                                         5 
##                            Northridge, CA 
##                                         5 
##                               Norwalk, CT 
##                                        18 
##               Norwich, EN, United Kingdom 
##                                         1 
##            Nottingham, EN, United Kingdom 
##                                         3 
##                  Novi Sad, VO, Yugoslavia 
##                                         1 
##                   Novosibirsk, NS, Russia 
##                                         1 
##                     Nurnberg, BY, Germany 
##                                         1 
##                     NYCHUM, QL, Australia 
##                                         2 
##                              O Fallon, MO 
##                                         6 
##                               Oakland, CA 
##                                        65 
##                       Odessa, OD, Ukraine 
##                                         1 
##                                 Ogden, UT 
##                                         3 
##                             Ohio City, OH 
##                                         2 
##                         Oklahoma City, OK 
##                                        14 
##                                Olathe, KS 
##                                        14 
##                               Oldsmar, FL 
##                                         1 
##                                 Omaha, NE 
##                                        21 
##                               Ontario, CA 
##                                         6 
##                                Orange, CA 
##                                         2 
##                           Oregon City, OR 
##                                         5 
##                                Oregon, OH 
##                                         2 
##                               Orlando, FL 
##                                        64 
##                          Osaka, OS, Japan 
##                                         1 
##                        Oshawa, ON, Canada 
##                                         1 
##                          Oslo, OS, Norway 
##                                        11 
##                        Ottawa, ON, Canada 
##                                       134 
##                         Oulu, OU, Finland 
##                                         1 
##                         Overland Park, KS 
##                                         6 
##                                 Owego, NY 
##                                         2 
##                          Owings Mills, MD 
##                                         4 
##                Oxford, EN, United Kingdom 
##                                         1 
##                                Oxford, MS 
##                                         1 
##                              Palm Bay, FL 
##                                         2 
##                            Palm Beach, FL 
##                                         2 
##                          Palm Springs, CA 
##                                         1 
##                              Palmdale, CA 
##                                         6 
##                             Palo Alto, CA 
##                                      1146 
##                      Panchiao, TP, Taiwan 
##                                         1 
##                                 Paris, IL 
##                                         3 
##                         Paris, IL, France 
##                                        55 
##                                Parker, CO 
##                                         1 
##                            Parsippany, NJ 
##                                         3 
##                              Pasadena, CA 
##                                        15 
##                            Pascagoula, MS 
##                                         1 
##                  Pasir Ris, SG, Singapore 
##                                         1 
##                              Paterson, NJ 
##                                         1 
##                        Peachtree City, GA 
##                                         1 
##                                Pelham, NH 
##                                         1 
##                      Penang, PG, Malaysia 
##                                         1 
##                            Pennington, NJ 
##                                         4 
##                  Pennsylvania Furnace, PA 
##                                         1 
##                             Pensacola, FL 
##                                         1 
##                      Perth, WA, Australia 
##                                         3 
##                  Petach Tikva, HM, Israel 
##                                        10 
##                   Petah Tiqva, HM, Israel 
##                                         3 
##                          Peterborough, NH 
##                                         1 
##                          Philadelphia, PA 
##                                       193 
##     Philipsburg, SM, Netherlands Antilles 
##                                         1 
##                               Phoenix, AZ 
##                                       159 
##                            Piscataway, NJ 
##                                         3 
##                             Pittsburg, CA 
##                                         1 
##                            Pittsburgh, PA 
##                                       194 
##                           Placerville, CA 
##                                         1 
##                                 Plano, TX 
##                                       211 
##                      Plantation Acres, FL 
##                                         7 
##                            Pleasanton, CA 
##                                       240 
##                      Plymouth Meeting, PA 
##                                         1 
##                              Plymouth, MA 
##                                         1 
##                              Plymouth, MI 
##                                         3 
##                              Plymouth, MN 
##                                         1 
##                        Point Richmond, CA 
##                                         1 
##                                Poland, IN 
##                                         1 
##                               Pontiac, MI 
##                                         1 
##    Port of Spain, PO, Trinidad and Tobago 
##                                         1 
##                              Portland, ME 
##                                         2 
##                              Portland, OR 
##                                       348 
##                  Porto Alegre, RS, Brazil 
##                                         1 
##                       Porto, PO, Portugal 
##                                         4 
##                            Portsmouth, NH 
##                                         2 
##                            Portsmouth, RI 
##                                         3 
##                          Poughkeepsie, NY 
##                                        25 
##                                 Poway, CA 
##                                         1 
##                Prague, PR, Czech Republic 
##                                        36 
##                             Princeton, NJ 
##                                        15 
##                            Prineville, OR 
##                                         1 
##                            Providence, RI 
##                                         6 
##                                 Provo, UT 
##                                        27 
##                           Pune, MH, India 
##                                       114 
##                              Purchase, NY 
##                                         3 
##                        Quebec, QC, Canada 
##                                         5 
##                     Queretaro, QE, Mexico 
##                                         2 
##                       Raanana, HM, Israel 
##                                         6 
##                        Rabat, RA, Morocco 
##                                         1 
##               Raffles Park, SG, Singapore 
##                                         5 
##                                Rahway, NJ 
##                                         1 
##                               Raleigh, NC 
##                                       210 
##                               Raleigh, ND 
##                                         1 
##                               Raritan, NJ 
##                                         5 
##               Reading, EN, United Kingdom 
##                                         4 
##                              Redlands, CA 
##                                        16 
##                               Redmond, UT 
##                                         1 
##                               Redmond, WA 
##                                      2649 
##                         Redondo Beach, CA 
##                                         9 
##                          Redwood City, CA 
##                                       459 
##                            Reedsville, PA 
##                                         1 
##                   Regensburg, BY, Germany 
##                                         1 
##                       Rehovot, HM, Israel 
##                                         3 
##                            Reidsville, NC 
##                                         1 
##                                  Reno, NV 
##                                         4 
##                                Renton, WA 
##                                         4 
##                                Reston, VA 
##                                       113 
##                                Rialto, CA 
##                                         1 
##                            Richardson, TX 
##                                        25 
##                      Richmond, BC, Canada 
##                                         1 
##                              Richmond, CA 
##                                         3 
##                              Richmond, VA 
##                                       128 
##               Richmond, VA, United States 
##                                         1 
##                       Ridgefield Park, NJ 
##                                         4 
##                           Ridley Park, PA 
##                                         1 
##                          RIGA, RI, Latvia 
##                                         3 
##                            Rio Rancho, NM 
##                                         1 
##                  Riyadh, RI, Saudi Arabia 
##                                         3 
##                               Roanoke, TX 
##                                         1 
##                             Rochester, MN 
##                                        14 
##                             Rochester, NY 
##                                         9 
##                              Rockford, IL 
##                                         1 
##                               Rocklin, CA 
##                                         1 
##                             Rockville, MD 
##                                         2 
##                                Rogers, AR 
##                                         1 
##                       Rolling Meadows, IL 
##                                         3 
##                           Rome, LA, Italy 
##                                         2 
##                                  Rome, NY 
##                                         2 
##                              Roseland, NJ 
##                                        15 
##                             Roseville, CA 
##                                         6 
##                             Roseville, MN 
##                                         4 
##                               Roswell, GA 
##                                         2 
##                Rotterdam, ZH, Netherlands 
##                                         7 
##                            Round Rock, TX 
##                                        28 
##                                   Roy, UT 
##                                         2 
##                           Sabinsville, PA 
##                                         1 
##                            Sacramento, CA 
##                                        24 
##                            Sacramento, PA 
##                                         1 
##                         Saint Charles, MO 
##                                         1 
##                           Saint Louis, MI 
##                                         2 
##                            Saint Paul, MN 
##                                        10 
##                          Saint Peters, MO 
##                                         1 
##                      Saint Petersburg, FL 
##                                         1 
##              Saint Petersburg, SP, Russia 
##                                        47 
##                        Salt Lake City, UT 
##                                       101 
##                             Sammamish, WA 
##                                         1 
##                           San Antonio, TX 
##                                        77 
##                             San Bruno, CA 
##                                       124 
##                            San Carlos, CA 
##                                         6 
##                             San Diego, CA 
##                                       839 
##                             San Diego, TX 
##                                         2 
##                             San Dimas, CA 
##                                         1 
##                          San Fernando, CA 
##                                         2 
##             San Fernando, LB, Philippines 
##                                         1 
## San Francisco De Dos Rios, SJ, Costa Rica 
##                                         1 
##                         San Francisco, CA 
##                                      6797 
##                              San Jose, CA 
##                                      2047 
##                              San Jose, IL 
##                                         1 
##                  San Jose, SJ, Costa Rica 
##                                         4 
##                     San Juan Bautista, CA 
##                                         2 
##                 San Juan, PR, Puerto Rico 
##                                         1 
##                           San Leandro, CA 
##                                         2 
##                       San Luis Obispo, CA 
##                                         6 
##                            San Marcos, CA 
##                                         1 
##                             San Mateo, CA 
##                                       171 
##                             San Mateo, FL 
##                                         2 
##                            San Rafael, CA 
##                                         2 
##                             San Ramon, CA 
##                                        55 
##                           Sandisfield, MA 
##                                         1 
##                                 Sandy, UT 
##                                         1 
##                         Santa Barbara, CA 
##                                        34 
##                           Santa Clara, CA 
##                                      1196 
##                         Santa Clarita, CA 
##                                         1 
##                            Santa Cruz, CA 
##                                        10 
##                           Santa Maria, CA 
##                                         1 
##                          Santa Monica, CA 
##                                       129 
##                      Santa Rosa Beach, FL 
##                                         1 
##                            Santa Rosa, CA 
##                                        11 
##                       Santiago, RM, Chile 
##                                         5 
##                  Sao Leopoldo, RS, Brazil 
##                                         2 
##                     Sao Paulo, SP, Brazil 
##                                        28 
##                              Sarasota, FL 
##                                         1 
##                      Saratoga Springs, NY 
##                                         2 
##                       Saratov, SR, Russia 
##                                         2 
##                     Saskatoon, SK, Canada 
##                                         1 
##                            Schaumburg, IL 
##                                         6 
##                           Schenectady, NY 
##                                         1 
##              Schwieberdingen, BW, Germany 
##                                         1 
##                            Scottsdale, AZ 
##                                        37 
##                              Seabrook, NH 
##                                         2 
##                            Seal Beach, CA 
##                                         3 
##                               Seattle, WA 
##                                      8701 
##                              Secaucus, NJ 
##                                         3 
##                  Sembawang, SG, Singapore 
##                                         2 
##                   Seoul, KG, Korea, South 
##                                        23 
##                       Shanghai, SH, China 
##                                        30 
##                       Shawnee Mission, KS 
##                                         1 
##             Sheffield, EN, United Kingdom 
##                                         3 
##                               Shelton, CT 
##                                         2 
##                       Shenzhen, GD, China 
##                                        15 
##                    Sherbrooke, QC, Canada 
##                                         2 
##                               Shevlin, MN 
##                                         1 
##                       Shingle Springs, CA 
##                                         1 
##                            Shreveport, LA 
##                                         1 
##                         Silver Spring, MD 
##                                         3 
##                              Simsbury, CT 
##                                         1 
##                 Sindelfingen, BW, Germany 
##                                         2 
##                  Singapore, SG, Singapore 
##                                       357 
##                              Skillman, NJ 
##                                         5 
##                            Smithfield, RI 
##                                         1 
##                            Snoqualmie, WA 
##                                         4 
##                         Sochi, KD, Russia 
##                                         1 
##                       Sofia, SF, Bulgaria 
##                                        10 
##                            Somerville, MA 
##                                         1 
##              Sophia-Antipolis, PR, France 
##                                         4 
##                              Sorrento, FL 
##                                         1 
##                            South Bend, IN 
##                                         1 
##                          South Jordan, UT 
##                                         8 
##                   South San Francisco, CA 
##                                        25 
##                             Southbury, CT 
##                                         2 
##                             Southlake, TX 
##                                         4 
##                                Sparks, NV 
##                                         5 
##                               Spokane, WA 
##                                         1 
##                                Spring, TX 
##                                         5 
##                           Springfield, VA 
##                                         1 
##                               St Paul, MN 
##                                         6 
##                             St. Louis, MO 
##                                        65 
##                        St. Petersburg, FL 
##                                         2 
##               Staines, EN, United Kingdom 
##                                         1 
##                              Stamford, CT 
##                                        12 
##                              Sterling, VA 
##                                        10 
##                          Steubenville, OH 
##                                         1 
##                     Stockholm, ST, Sweden 
##                                        52 
##             Stockport, EN, United Kingdom 
##                                         3 
##                             Stratford, CT 
##                                         5 
##                    Stuttgart, BW, Germany 
##                                        18 
##                               Suffolk, VA 
##                                         1 
##                            Sugar Land, TX 
##                                         1 
##                              Suitland, MD 
##                                         1 
##                                Summit, NJ 
##                                         1 
##                                Sumner, WA 
##                                         1 
##                             Sunnyvale, CA 
##                                      2248 
##                             Sunnyvale, TX 
##                                         1 
##                               Sunrise, FL 
##                                         5 
##                               Suwanee, GA 
##                                         1 
##                   Suwon, KG, Korea, South 
##                                         1 
##                         Suzhou, JS, China 
##                                         2 
##               Swindon, EN, United Kingdom 
##                                         4 
##                     Sydney, NS, Australia 
##                                       195 
##                              Syracuse, NY 
##                                         2 
##                    T'ai-chung, TA, Taiwan 
##                                         2 
##                                Tacoma, WA 
##                                         3 
##                  Taichung City, CN, China 
##                                         1 
##                 Taichung City, TP, Taiwan 
##                                         4 
##                        Tainan, KH, Taiwan 
##                                        11 
##                        Taipei, TP, Taiwan 
##                                       199 
##                      Tallinn, HA, Estonia 
##                                        15 
##                                 Tampa, FL 
##                                        59 
##                      Tampere, ES, Finland 
##                                         1 
##                   Tampines, SG, Singapore 
##                                         2 
##                       Taoyuan, TA, Taiwan 
##                                         3 
##                  Tashkent, TO, Uzbekistan 
##                                         1 
##                               Taunton, MA 
##                                         1 
##                               Teaneck, NJ 
##                                         4 
##                          Tel Aviv, Israel 
##                                         2 
##                      Tel Aviv, TA, Israel 
##                                       167 
##               Telford, EN, United Kingdom 
##                                         2 
##                              Temecula, CA 
##                                         1 
##                                 Tempe, AZ 
##                                        79 
##                                Temple, TX 
##                                         1 
##                             Tewksbury, MA 
##                                         3 
##                            Texas City, TX 
##                                        11 
##                The Hague, ZH, Netherlands 
##                                         1 
##             Thiruvananthapuram, KL, India 
##                                         3 
##                              Thornton, CO 
##                                         1 
##                         Thousand Oaks, CA 
##                                         5 
##                            Titusville, NJ 
##                                         2 
##                          Tokyo, TY, Japan 
##                                        95 
##                                Toledo, OH 
##                                         2 
##                         Torino, PI, Italy 
##                                         1 
##                               Toronto, OH 
##                                         3 
##                       Toronto, ON, Canada 
##                                       742 
##                              Torrance, CA 
##                                         3 
##                      Toulouse, MI, France 
##                                         2 
##                                 Tracy, CA 
##                                         1 
##                         Traverse City, MI 
##                                         1 
##                               Trenton, NJ 
##                                         3 
##                     Trivandrum, KL, India 
##                                         5 
##                        Tromso, TR, Norway 
##                                         3 
##                     Trondheim, ST, Norway 
##                                         1 
##                                  Troy, MI 
##                                         6 
##                              Trumbull, CT 
##                                         1 
##                              Tualatin, OR 
##                                         3 
##                                Tucson, AZ 
##                                        17 
##                                 Tulsa, OK 
##                                         4 
##                                Tustin, CA 
##                                         1 
##                          Ulm, BW, Germany 
##                                         1 
##                             Urbandale, IA 
##                                         1 
##                     Usaquen, CU, Colombia 
##                                         6 
##                  Utrecht, UT, Netherlands 
##                                         1 
##                             Vacaville, CA 
##                                         1 
##                      Valbonne, PR, France 
##                                         1 
##                              Valdosta, GA 
##                                         1 
##                              Van Nuys, CA 
##                                         1 
##                     Vancouver, BC, Canada 
##                                       590 
##                             Vancouver, WA 
##                                         8 
##                Veldhoven, NB, Netherlands 
##                                         1 
##                                Venice, CA 
##                                         9 
##                         Venice, VE, Italy 
##                                         1 
##                               Vermont, IL 
##                                         2 
##                                Verona, WI 
##                                        32 
##                      Victoria, BC, Canada 
##                                         7 
##                                Vienna, VA 
##                                        75 
##                       Vienna, WI, Austria 
##                                         6 
##                    Vilnius, VL, Lithuania 
##                                         3 
##                             Virgilina, VA 
##                                         3 
##                        Virginia Beach, VA 
##                                         3 
##                     Walldorf, BW, Germany 
##                                        21 
##                          Walnut Creek, CA 
##                                         5 
##                               Waltham, MA 
##                                        46 
##                                Warren, MI 
##                                        18 
##                                Warren, NJ 
##                                         2 
##                           Warrenville, IL 
##                                         2 
##                        Warsaw, MZ, Poland 
##                                        38 
##                            Washington, DC 
##                                       592 
##                            Washington, VA 
##                                         2 
##                              Waterloo, AL 
##                                         1 
##                      Waterloo, ON, Canada 
##                                        51 
##                             Watertown, MA 
##                                         9 
##               Watford, EN, United Kingdom 
##                                         1 
##                              Waukegan, IL 
##                                         1 
##                              Waukesha, WI 
##                                         3 
##                                Wausau, WI 
##                                         1 
##                                 Wayne, NJ 
##                                         3 
##                                 Wayne, PA 
##                                         1 
##                             Wellesley, MA 
##                                         2 
##                          West Chester, OH 
##                                         1 
##                          West Chester, PA 
##                                         6 
##                        West Hollywood, CA 
##                                         1 
##                           West McLean, VA 
##                                         9 
##                           West Orange, NJ 
##                                         1 
##                       West Palm Beach, FL 
##                                         1 
##                      West Valley City, UT 
##                                         1 
##                           Westborough, MA 
##                                         2 
##                           Westerville, OH 
##                                         1 
##                              Westford, MA 
##                                         9 
##                           Westminster, CO 
##                                         1 
##                                Weston, FL 
##                                         9 
##                              Westport, CT 
##                                         4 
##                              Whippany, NJ 
##                                        24 
##                          White Plains, NY 
##                                         1 
##                    Whitehouse Station, NJ 
##                                         1 
##                               Wichita, KS 
##                                         6 
##                            Wilmington, DE 
##                                        49 
##                            Wilmington, MA 
##                                         3 
##                            Wilmington, NC 
##                                         1 
##                           Wilsonville, OR 
##                                         3 
##                                Wilton, CT 
##                                         5 
##      Wimborne Minster, EN, United Kingdom 
##                                         1 
##            Winchester, EN, United Kingdom 
##                                         3 
##                         Windsor Locks, CT 
##                                         1 
##                               Windsor, CT 
##                                         3 
##                      Winnipeg, MB, Canada 
##                                         4 
##                         Winston Salem, NC 
##                                         2 
##                        Woodland Hills, CA 
##                                         1 
##                  Woodlands, SG, Singapore 
##                                         2 
##                     Woodstock, ON, Canada 
##                                         1 
##                            Woonsocket, RI 
##                                         5 
##                             Worcester, MA 
##                                         1 
##                       Wroclaw, DS, Poland 
##                                         8 
##                    Wuppertal, NW, Germany 
##                                         3 
##                         Yangon, YA, Burma 
##                                         1 
##                         Yavne, JM, Israel 
##                                         4 
##                Yeovil, EN, United Kingdom 
##                                         1 
##                      Yerevan, ER, Armenia 
##                                         1 
##                                  York, PA 
##                                         2 
##                      Yorktown Heights, NY 
##                                         8 
##                                 Yulee, FL 
##                                         1 
##                       Zapopan, JA, Mexico 
##                                         1 
##                       Zaragoza, AR, Spain 
##                                         3 
##                      Zug, ZG, Switzerland 
##                                         1 
##                   Zurich, ZH, Switzerland 
##                                       172
table(data2$gender)
## 
## Female   Male  Other 
##   6999  35702    400
table(data2$Education)
## 
## Bachelor's Degree        Highschool   Master's Degree               PhD 
##             12601               320             15391              1703 
##      Some College 
##               355
# dealing with the missing data
data3 <- data2[complete.cases(data2), ]
dim(data3)
## [1] 27766    11
# option 1 to factorize title
data3$title <- fct_collapse(data3$title, 
                           BUSI.MGMT = c("Business Analyst", "Management Consultant", "Marketing", "Product Manager", "Sales", "Technical Program Manager"),
                           Engineer.Scientist = c("Data Scientist", "Hardware Engineer", "Mechanical Engineer", "Software Engineer","Software Engineering Manager"),
                           Other = c("Human Resources", "Product Designer", "Recruiter", "Solution Architect")
                          )
# option 2 to factorize title
#data2$title <- fct_collapse(data2$title,
#                            Engineer = c("Hardware Engineer", "Mechanical Engineer", "Software Engineer", "Software #Engineering Manager"),
#                            Other = c("Business Analyst", "Management Consultant", "Marketing", "Product Manager", #"Sales", "Technical Program Manager", "Human Resources", "Product Designer", "Recruiter", "Solution Architect", "Data #Scientist")
#                            )
table(data3$title)
## 
##          BUSI.MGMT Engineer.Scientist              Other 
##               4429              21681               1656
str(data3$company)
##  chr [1:27766] "Capital One" "Bloomberg" "Amazon" "Apple" "Synopsys" ...
#this gets all the column value in companies except for those
FAANG = data3 %>% filter(company %in% c("Facebook", "Amazon", "Apple", "Netflix", "Google", "AWS", "google", "Google LLC", "GOogle"))
Tier2 = data3 %>% filter(company %in% c("Microsoft", "IBM", "Capital One", "Capital one", "Ibm", "ibm", "Intel", "intel", "Intel Corporation", "intel corporation", "Intel corporation", "jp morgan", "Jp Morgan", "JP Morgan", "JP Morgan Chase", "JPMorgan", "JPMORGAN", "JPmorgan Chase", "JPMorgan Chase", "microsoft", "MICROSOFT", "microsoft corporation", "Microsoft Corporation", "Oracle", "oracle", "ORACLE", "paypal", "Paypal", "PayPal", "Salesforce", "salesforce", "SAP", "Sap", "SAP Concur", "Shopify", "Accenture", "Adobe", "Bloomberg", "Bloomberg LP", "Cisco", "Cisco Meraki", "cisco", "cisco systems", "Cisco Systems", "CISCO SYSTEMS", "Deloitte", "Deloitte Advisory", "Deloitte consulting", "Deloitte Consulting", "Deloitte Consulting LLP", "eBay", "ebay", "Ebay", "Expedia", "Expedia Group", "Goldman Sachs", "LinkedIn", "Linkedin", "Dell", "Dell Technologies", "Intuit", "Lyft", "Nvidia", "NVIDIA", "nvidia", "Qualcomm", "qualcomm", "ServiceNow", "Servicenow", "Twitter", "Uber", "UBER", "uber", "visa", "Visa", "VISA", "Visa inc", "Visa Inc", "vmware", "Vmware", "VMware", "VMWare", "walmart", "Walmart", "walmart labs", "Walmart labs", "walmart labs", "Wayfair"))
others = data3 %>% filter(!company %in% c("Facebook", "Amazon", "Apple", "Netflix", "Google", "AWS","Microsoft", "IBM", "Capital One", "Capital one", "Ibm", "ibm", "Intel", "intel", "Intel Corporation", "intel corporation", "Intel corporation", "jp morgan", "Jp Morgan", "JP Morgan", "JP Morgan Chase", "JPMorgan", "JPMORGAN", "JPmorgan Chase", "JPMorgan Chase", "microsoft", "MICROSOFT", "microsoft corporation", "Microsoft Corporation", "Oracle", "oracle", "ORACLE", "paypal", "Paypal", "PayPal", "Salesforce", "salesforce", "SAP", "Sap", "SAP Concur", "Shopify", "Accenture", "Adobe", "Bloomberg", "Bloomberg LP", "Cisco", "Cisco Meraki", "cisco", "cisco systems", "Cisco Systems", "CISCO SYSTEMS", "Deloitte", "Deloitte Advisory", "Deloitte consulting", "Deloitte Consulting", "Deloitte Consulting LLP", "eBay", "ebay", "Ebay", "Expedia", "Expedia Group", "google", "Google LLC", "GOogle", "Goldman Sachs", "LinkedIn", "Linkedin", "Dell", "Dell Technologies", "Intuit", "Lyft", "Nvidia", "NVIDIA", "nvidia", "Qualcomm", "qualcomm", "ServiceNow", "Servicenow", "Twitter", "Uber", "UBER", "uber", "visa", "Visa", "VISA", "Visa inc", "Visa Inc", "vmware", "Vmware", "VMware", "VMWare", "walmart", "Walmart", "walmart labs", "Walmart labs", "walmart labs", "Wayfair"))
vec1 = pull(FAANG, company)
vec2 = pull(Tier2, company)
vec3 = pull(others, company)
data3$company <- fct_collapse(data3$company, 
                           FAANG = vec1,
                           Tier2 = vec2,
                           Other = vec3
                          )
table(data3$company)
## 
## Other Tier2 FAANG 
## 11015  9355  7396
table(data3$Education)
## 
## Bachelor's Degree        Highschool   Master's Degree               PhD 
##             11875               310             13795              1438 
##      Some College 
##               348
data3$Education <- fct_collapse(data3$Education,
                            Bachelor = "Bachelor's Degree",
                            Master = "Master's Degree",
                            PhD = "PhD",
                            Other = c("Highschool", "Some College")
                            )
table(data3$Education)
## 
## Bachelor    Other   Master      PhD 
##    11875      658    13795     1438
str(data3)
## 'data.frame':    27766 obs. of  11 variables:
##  $ company                : Factor w/ 3 levels "Other","Tier2",..: 2 2 3 3 1 1 3 3 3 2 ...
##  $ title                  : Factor w/ 3 levels "BUSI.MGMT","Engineer.Scientist",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ totalyearlycompensation: int  125000 170000 332000 240000 310000 105000 200000 187000 307000 500000 ...
##  $ location               : chr  "Washington, DC" "New York, NY" "Palo Alto, CA" "Cupertino, CA" ...
##  $ yearsofexperience      : num  1 0 1 3 25 2 0 1 3 4 ...
##  $ yearsatcompany         : num  0 0 0 3 9 0 0 1 0 0 ...
##  $ basesalary             : num  121000 142000 185000 150000 210000 105000 143000 135000 160000 240000 ...
##  $ stockgrantvalue        : num  0 0 17000 75000 40000 0 35000 26000 124000 200000 ...
##  $ bonus                  : num  4000 18000 130000 15000 60000 5000 22000 26000 24000 60000 ...
##  $ gender                 : chr  "Male" "Male" "Male" "Female" ...
##  $ Education              : Factor w/ 4 levels "Bachelor","Other",..: 4 3 4 4 4 3 4 4 4 4 ...
# convert to factors
data3[,c(4, 10)] <- lapply(data3[,c(4, 10)], as.factor)
str(data3)
## 'data.frame':    27766 obs. of  11 variables:
##  $ company                : Factor w/ 3 levels "Other","Tier2",..: 2 2 3 3 1 1 3 3 3 2 ...
##  $ title                  : Factor w/ 3 levels "BUSI.MGMT","Engineer.Scientist",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ totalyearlycompensation: int  125000 170000 332000 240000 310000 105000 200000 187000 307000 500000 ...
##  $ location               : Factor w/ 825 levels "Aachen, NW, Germany",..: 782 504 547 183 480 325 708 183 640 640 ...
##  $ yearsofexperience      : num  1 0 1 3 25 2 0 1 3 4 ...
##  $ yearsatcompany         : num  0 0 0 3 9 0 0 1 0 0 ...
##  $ basesalary             : num  121000 142000 185000 150000 210000 105000 143000 135000 160000 240000 ...
##  $ stockgrantvalue        : num  0 0 17000 75000 40000 0 35000 26000 124000 200000 ...
##  $ bonus                  : num  4000 18000 130000 15000 60000 5000 22000 26000 24000 60000 ...
##  $ gender                 : Factor w/ 3 levels "Female","Male",..: 2 2 2 1 2 2 1 2 2 2 ...
##  $ Education              : Factor w/ 4 levels "Bachelor","Other",..: 4 3 4 4 4 3 4 4 4 4 ...
# Check for missing variables and correct as needed.  
mice::md.pattern(data3) # good
##  /\     /\
## {  `---'  }
## {  O   O  }
## ==>  V <==  No need for mice. This data set is completely observed.
##  \  \|/  /
##   `-----'

##       company title totalyearlycompensation location yearsofexperience
## 27766       1     1                       1        1                 1
##             0     0                       0        0                 0
##       yearsatcompany basesalary stockgrantvalue bonus gender Education  
## 27766              1          1               1     1      1         1 0
##                    0          0               0     0      0         0 0
# Normalize data
#normalize = function(x){
#  (x - min(x)) / (max(x) - min(x))
# }
# 
# numerics = names(select_if(data3, is.numeric))
# data3[numerics] = lapply(data3[numerics], normalize)
# str(data3)

Splitting the Data:

set.seed(777)
partition <- caret::createDataPartition(data3$totalyearlycompensation,
                                           times=1,
                                           p = 0.70,
                                           groups=1,
                                           list=FALSE)
train <- data3[partition, ]
tune_and_test <- data3[-partition, ]
train
##       company              title totalyearlycompensation
## 5038    Tier2 Engineer.Scientist                  170000
## 7219    Other Engineer.Scientist                  310000
## 7292    Other Engineer.Scientist                  105000
## 7759    FAANG Engineer.Scientist                  200000
## 7998    FAANG Engineer.Scientist                  187000
## 8648    Other Engineer.Scientist                  168000
## 8746    FAANG Engineer.Scientist                  246000
## 9407    FAANG Engineer.Scientist                  253000
## 10141   Tier2 Engineer.Scientist                  156000
## 10512   FAANG Engineer.Scientist                  250000
## 10551   Tier2 Engineer.Scientist                  160000
## 11358   Tier2 Engineer.Scientist                  690000
## 12060   FAANG Engineer.Scientist                  306000
## 12505   Other Engineer.Scientist                  242000
## 12511   Other Engineer.Scientist                  255000
## 12514   FAANG Engineer.Scientist                  515000
## 12516   Tier2 Engineer.Scientist                  169000
## 12517   Other Engineer.Scientist                  220000
## 12519   FAANG Engineer.Scientist                  220000
## 12523   FAANG Engineer.Scientist                  455000
## 12524   Tier2 Engineer.Scientist                  136000
## 12527   FAANG Engineer.Scientist                  430000
## 12528   Tier2 Engineer.Scientist                  155000
## 12531   Tier2 Engineer.Scientist                  300000
## 12534   Tier2 Engineer.Scientist                  163000
## 12535   Tier2 Engineer.Scientist                  131000
## 12540   Other Engineer.Scientist                  910000
## 12544   Tier2          BUSI.MGMT                  197000
## 12546   Other Engineer.Scientist                  145000
## 12549   Other Engineer.Scientist                  183000
## 12550   Other Engineer.Scientist                  175000
## 12552   FAANG Engineer.Scientist                  161000
## 12555   FAANG Engineer.Scientist                  218000
## 12557   Other          BUSI.MGMT                  260000
## 12558   Tier2 Engineer.Scientist                  330000
## 12559   FAANG Engineer.Scientist                  158000
## 12562   Tier2 Engineer.Scientist                  500000
## 12565   FAANG Engineer.Scientist                  212000
## 12567   Tier2              Other                  185000
## 12569   FAANG          BUSI.MGMT                  168000
## 12571   Other Engineer.Scientist                  188000
## 12573   Tier2 Engineer.Scientist                  200000
## 12574   Tier2          BUSI.MGMT                  175000
## 12575   Tier2 Engineer.Scientist                  270000
## 12578   Other Engineer.Scientist                  225000
## 12582   FAANG Engineer.Scientist                  265000
## 12584   FAANG          BUSI.MGMT                  155000
## 12589   Other Engineer.Scientist                  172000
## 12593   Tier2              Other                  213000
## 12594   FAANG Engineer.Scientist                  180000
## 12595   Tier2 Engineer.Scientist                  405000
## 12596   Tier2 Engineer.Scientist                  235000
## 12607   Tier2              Other                  222000
## 12608   FAANG          BUSI.MGMT                  200000
## 12609   Tier2 Engineer.Scientist                  182000
## 12611   Other Engineer.Scientist                  210000
## 12616   FAANG Engineer.Scientist                  188000
## 12619   FAANG Engineer.Scientist                  168000
## 12620   Other Engineer.Scientist                  299000
## 12629   Other Engineer.Scientist                  205000
## 12635   Other          BUSI.MGMT                  180000
## 12637   Other Engineer.Scientist                  150000
## 12639   Other Engineer.Scientist                   99000
## 12640   Tier2 Engineer.Scientist                  162000
## 12641   FAANG Engineer.Scientist                  251000
## 12643   Tier2 Engineer.Scientist                  190000
## 12644   Other          BUSI.MGMT                  240000
## 12648   Other Engineer.Scientist                  182000
## 12653   FAANG Engineer.Scientist                  185000
## 12656   FAANG Engineer.Scientist                  350000
## 12660   FAANG Engineer.Scientist                  300000
## 12662   Other Engineer.Scientist                  342000
## 12665   Tier2 Engineer.Scientist                  156000
## 12670   Tier2 Engineer.Scientist                  205000
## 12672   Tier2 Engineer.Scientist                  150000
## 12678   Tier2 Engineer.Scientist                  210000
## 12682   Other Engineer.Scientist                  310000
## 12683   Tier2 Engineer.Scientist                  185000
## 12700   Tier2 Engineer.Scientist                  177000
## 12705   Tier2 Engineer.Scientist                  510000
## 12718   Tier2 Engineer.Scientist                  164000
## 12723   Other Engineer.Scientist                  196000
## 12728   Tier2 Engineer.Scientist                  330000
## 12731   Other Engineer.Scientist                  136000
## 12732   Tier2 Engineer.Scientist                  260000
## 12733   Other Engineer.Scientist                  195000
## 12734   FAANG Engineer.Scientist                  330000
## 12735   Other Engineer.Scientist                  128000
## 12738   FAANG              Other                  260000
## 12739   Tier2              Other                  220000
## 12743   Tier2 Engineer.Scientist                  194000
## 12744   Tier2 Engineer.Scientist                  225000
## 12747   FAANG Engineer.Scientist                  150000
## 12755   Tier2 Engineer.Scientist                  124000
## 12756   Tier2 Engineer.Scientist                  170000
## 12760   Other          BUSI.MGMT                  260000
## 12761   Tier2              Other                  113000
## 12763   Other              Other                  210000
## 12766   Tier2 Engineer.Scientist                  136000
## 12769   Tier2          BUSI.MGMT                  150000
## 12770   Tier2 Engineer.Scientist                  260000
## 12773   Other              Other                  128000
## 12780   Tier2 Engineer.Scientist                  204000
## 12781   Other Engineer.Scientist                  148000
## 12782   Other Engineer.Scientist                  120000
## 12784   Other Engineer.Scientist                   40000
## 12785   Tier2 Engineer.Scientist                  188000
## 12786   Tier2 Engineer.Scientist                  177000
## 12788   Tier2              Other                  374000
## 12798   Other              Other                  123000
## 12801   FAANG Engineer.Scientist                  136000
## 12803   Tier2 Engineer.Scientist                  240000
## 12806   Other Engineer.Scientist                  433000
## 12808   FAANG Engineer.Scientist                  210000
## 12812   Other Engineer.Scientist                   94000
## 12817   Tier2 Engineer.Scientist                  160000
## 12820   FAANG Engineer.Scientist                  235000
## 12823   FAANG Engineer.Scientist                  149000
## 12831   FAANG Engineer.Scientist                  250000
## 12838   Tier2 Engineer.Scientist                  156000
## 12839   Tier2 Engineer.Scientist                  136000
## 12843   Tier2 Engineer.Scientist                  430000
## 12848   Tier2 Engineer.Scientist                  340000
## 12850   Tier2 Engineer.Scientist                  210000
## 12851   FAANG          BUSI.MGMT                  217000
## 12860   Other Engineer.Scientist                  267000
## 12863   Tier2 Engineer.Scientist                   98000
## 12864   FAANG Engineer.Scientist                  535000
## 12876   Tier2 Engineer.Scientist                  166000
## 12879   Tier2 Engineer.Scientist                  379000
## 12883   Tier2              Other                  180000
## 12886   Tier2 Engineer.Scientist                  360000
## 12899   Other Engineer.Scientist                  125000
## 12906   FAANG Engineer.Scientist                  556000
## 12907   FAANG Engineer.Scientist                  570000
## 12915   Other Engineer.Scientist                   85000
## 12916   Tier2 Engineer.Scientist                  301000
## 12919   Tier2 Engineer.Scientist                  210000
## 12920   Other Engineer.Scientist                  112000
## 12924   FAANG Engineer.Scientist                  201000
## 12930   Tier2 Engineer.Scientist                  150000
## 12931   Tier2 Engineer.Scientist                  235000
## 12934   FAANG Engineer.Scientist                  208000
## 12935   Other Engineer.Scientist                  215000
## 12943   FAANG Engineer.Scientist                  225000
## 12945   Other Engineer.Scientist                  100000
## 12947   Other Engineer.Scientist                  530000
## 12948   Other              Other                  157000
## 12952   Other              Other                  216000
## 12954   Other              Other                   95000
## 12958   Tier2 Engineer.Scientist                  260000
## 12966   Tier2 Engineer.Scientist                  262000
## 12969   Tier2 Engineer.Scientist                  230000
## 12976   Tier2          BUSI.MGMT                  308000
## 12997   FAANG Engineer.Scientist                  190000
## 13001   FAANG Engineer.Scientist                  158000
## 13007   FAANG Engineer.Scientist                  152000
## 13008   FAANG          BUSI.MGMT                  260000
## 13014   Tier2 Engineer.Scientist                  210000
## 13016   Other Engineer.Scientist                  186000
## 13022   FAANG Engineer.Scientist                  300000
## 13027   FAANG Engineer.Scientist                  465000
## 13031   Tier2 Engineer.Scientist                  260000
## 13042   FAANG Engineer.Scientist                  174000
## 13044   FAANG Engineer.Scientist                  257000
## 13045   Other Engineer.Scientist                  210000
## 13046   FAANG Engineer.Scientist                  405000
## 13049   Tier2 Engineer.Scientist                  225000
## 13057   FAANG Engineer.Scientist                  238000
## 13058   Other Engineer.Scientist                  550000
## 13059   Other Engineer.Scientist                  230000
## 13071   Other Engineer.Scientist                  120000
## 13076   Other Engineer.Scientist                  100000
## 13080   Tier2 Engineer.Scientist                  175000
## 13082   Other Engineer.Scientist                   94000
## 13083   Tier2 Engineer.Scientist                  175000
## 13090   Other Engineer.Scientist                  235000
## 13092   Tier2 Engineer.Scientist                  116000
## 13101   Other          BUSI.MGMT                  180000
## 13103   Tier2 Engineer.Scientist                  105000
## 13111   Other Engineer.Scientist                  162000
## 13116   Tier2 Engineer.Scientist                  111000
## 13117   FAANG Engineer.Scientist                  169000
## 13119   FAANG Engineer.Scientist                  445000
## 13122   FAANG Engineer.Scientist                  281000
## 13126   Other              Other                  153000
## 13130   Other          BUSI.MGMT                  201000
## 13135   Other Engineer.Scientist                  270000
## 13137   FAANG Engineer.Scientist                  302000
## 13138   Tier2 Engineer.Scientist                  155000
## 13144   Other Engineer.Scientist                  200000
## 13146   Tier2 Engineer.Scientist                  570000
## 13153   Tier2 Engineer.Scientist                  140000
## 13158   Tier2 Engineer.Scientist                  150000
## 13166   Tier2 Engineer.Scientist                  160000
## 13172   FAANG Engineer.Scientist                  305000
## 13178   Other Engineer.Scientist                  250000
## 13183   Tier2          BUSI.MGMT                  316000
## 13189   Tier2 Engineer.Scientist                  246000
## 13190   FAANG Engineer.Scientist                  215000
## 13193   FAANG Engineer.Scientist                  155000
## 13196   Tier2 Engineer.Scientist                  280000
## 13198   Tier2 Engineer.Scientist                  120000
## 13201   Tier2 Engineer.Scientist                  124000
## 13206   FAANG Engineer.Scientist                  475000
## 13213   Other Engineer.Scientist                  370000
## 13214   Tier2          BUSI.MGMT                  142000
## 13216   FAANG Engineer.Scientist                  240000
## 13219   Other              Other                  225000
## 13230   Tier2 Engineer.Scientist                  515000
## 13232   Other Engineer.Scientist                   90000
## 13233   FAANG Engineer.Scientist                  450000
## 13236   FAANG Engineer.Scientist                  152000
## 13241   Tier2          BUSI.MGMT                  270000
## 13245   Other Engineer.Scientist                  230000
## 13251   Other Engineer.Scientist                  169000
## 13257   Tier2 Engineer.Scientist                  170000
## 13258   FAANG Engineer.Scientist                  451000
## 13270   Tier2 Engineer.Scientist                  125000
## 13275   FAANG Engineer.Scientist                  169000
## 13276   FAANG Engineer.Scientist                  245000
## 13282   FAANG Engineer.Scientist                  193000
## 13285   Tier2          BUSI.MGMT                  179000
## 13286   Other Engineer.Scientist                  134000
## 13303   Other Engineer.Scientist                  205000
## 13304   Tier2 Engineer.Scientist                  139000
## 13306   Other Engineer.Scientist                  135000
## 13307   FAANG Engineer.Scientist                  228000
## 13308   Tier2 Engineer.Scientist                  214000
## 13309   FAANG Engineer.Scientist                  230000
## 13312   FAANG Engineer.Scientist                  323000
## 13313   Tier2 Engineer.Scientist                  280000
## 13314   Tier2 Engineer.Scientist                  155000
## 13318   Tier2 Engineer.Scientist                  220000
## 13323   Other Engineer.Scientist                  412000
## 13335   Other Engineer.Scientist                  138000
## 13344   FAANG          BUSI.MGMT                  210000
## 13345   Tier2 Engineer.Scientist                  199000
## 13348   FAANG Engineer.Scientist                  276000
## 13349   Tier2 Engineer.Scientist                  150000
## 13352   Other Engineer.Scientist                  159000
## 13359   Tier2 Engineer.Scientist                  167000
## 13360   Tier2 Engineer.Scientist                  142000
## 13367   FAANG Engineer.Scientist                  166000
## 13370   Other Engineer.Scientist                  310000
## 13371   Other Engineer.Scientist                  134000
## 13373   FAANG Engineer.Scientist                  710000
## 13374   Tier2 Engineer.Scientist                  126000
## 13382   FAANG Engineer.Scientist                  275000
## 13386   Other Engineer.Scientist                  239000
## 13394   Tier2 Engineer.Scientist                  294000
## 13401   Tier2 Engineer.Scientist                  142000
## 13407   Other Engineer.Scientist                  120000
## 13409   FAANG Engineer.Scientist                  152000
## 13414   Other Engineer.Scientist                   55000
## 13417   Tier2 Engineer.Scientist                  130000
## 13421   FAANG Engineer.Scientist                  208000
## 13423   FAANG          BUSI.MGMT                  215000
## 13436   Other Engineer.Scientist                  102000
## 13438   Other Engineer.Scientist                  150000
## 13440   Tier2 Engineer.Scientist                  157000
## 13444   Other Engineer.Scientist                  420000
## 13448   FAANG Engineer.Scientist                  340000
## 13451   Tier2 Engineer.Scientist                  200000
## 13455   FAANG Engineer.Scientist                  467000
## 13459   Tier2 Engineer.Scientist                  213000
## 13466   Tier2 Engineer.Scientist                  180000
## 13469   FAANG Engineer.Scientist                  500000
## 13491   FAANG Engineer.Scientist                  120000
## 13493   Tier2 Engineer.Scientist                  138000
## 13494   Other Engineer.Scientist                  220000
## 13497   Tier2 Engineer.Scientist                  165000
## 13498   Tier2 Engineer.Scientist                  230000
## 13500   Other Engineer.Scientist                  364000
## 13504   Other Engineer.Scientist                  132000
## 13506   Tier2          BUSI.MGMT                  318000
## 13507   FAANG Engineer.Scientist                  225000
## 13508   Tier2 Engineer.Scientist                  244000
## 13509   Tier2 Engineer.Scientist                  310000
## 13516   Other Engineer.Scientist                   78000
## 13522   Tier2 Engineer.Scientist                  142000
## 13536   Tier2 Engineer.Scientist                  240000
## 13541   FAANG Engineer.Scientist                  240000
## 13543   Tier2 Engineer.Scientist                  525000
## 13546   Tier2 Engineer.Scientist                  224000
## 13547   Tier2 Engineer.Scientist                  225000
## 13557   Other Engineer.Scientist                   56000
## 13558   Other Engineer.Scientist                  185000
## 13560   Other Engineer.Scientist                  260000
## 13561   Tier2 Engineer.Scientist                  200000
## 13562   Tier2 Engineer.Scientist                  193000
## 13587   Tier2 Engineer.Scientist                  150000
## 13588   Other Engineer.Scientist                  187000
## 13590   Tier2 Engineer.Scientist                  161000
## 13591   Other Engineer.Scientist                  167000
## 13592   Tier2 Engineer.Scientist                  118000
## 13595   FAANG Engineer.Scientist                  193000
## 13601   Tier2 Engineer.Scientist                  200000
## 13606   Tier2 Engineer.Scientist                  187000
## 13616   Tier2 Engineer.Scientist                  238000
## 13618   Tier2 Engineer.Scientist                  203000
## 13625   Tier2 Engineer.Scientist                  300000
## 13626   FAANG Engineer.Scientist                  270000
## 13636   Tier2 Engineer.Scientist                  200000
## 13639   FAANG Engineer.Scientist                  258000
## 13643   Other Engineer.Scientist                  230000
## 13644   Tier2 Engineer.Scientist                  222000
## 13647   Other Engineer.Scientist                   95000
## 13648   FAANG Engineer.Scientist                  160000
## 13652   Tier2 Engineer.Scientist                  324000
## 13654   Other Engineer.Scientist                  417000
## 13655   Tier2 Engineer.Scientist                  158000
## 13656   Other Engineer.Scientist                   94000
## 13659   Tier2 Engineer.Scientist                  307000
## 13661   FAANG Engineer.Scientist                  177000
## 13663   Other Engineer.Scientist                  184000
## 13666   Tier2 Engineer.Scientist                  162000
## 13678   Tier2 Engineer.Scientist                  173000
## 13679   FAANG Engineer.Scientist                  710000
## 13682   Tier2          BUSI.MGMT                  248000
## 13691   Other Engineer.Scientist                  125000
## 13692   Other Engineer.Scientist                  480000
## 13699   Tier2 Engineer.Scientist                  185000
## 13704   Tier2 Engineer.Scientist                  160000
## 13705   Other Engineer.Scientist                  123000
## 13707   Other Engineer.Scientist                  277000
## 13708   Other Engineer.Scientist                  170000
## 13716   Tier2 Engineer.Scientist                  340000
## 13717   FAANG Engineer.Scientist                  712000
## 13727   Tier2 Engineer.Scientist                  135000
## 13731   FAANG Engineer.Scientist                  337000
## 13732   FAANG Engineer.Scientist                  245000
## 13734   Tier2          BUSI.MGMT                  170000
## 13743   Tier2 Engineer.Scientist                  342000
## 13745   FAANG Engineer.Scientist                  203000
## 13747   Tier2 Engineer.Scientist                  215000
## 13749   Tier2 Engineer.Scientist                  159000
## 13754   Tier2 Engineer.Scientist                  175000
## 13760   FAANG          BUSI.MGMT                  450000
## 13764   FAANG Engineer.Scientist                  248000
## 13767   Other Engineer.Scientist                  174000
## 13768   Tier2 Engineer.Scientist                  177000
## 13781   Tier2 Engineer.Scientist                  182000
## 13782   Tier2 Engineer.Scientist                  455000
## 13798   Tier2 Engineer.Scientist                  400000
## 13799   FAANG Engineer.Scientist                  218000
## 13802   Other              Other                  125000
## 13804   Other Engineer.Scientist                  132000
## 13809   FAANG Engineer.Scientist                  430000
## 13830   Other          BUSI.MGMT                  175000
## 13832   Tier2 Engineer.Scientist                  137000
## 13835   Tier2 Engineer.Scientist                  165000
## 13836   FAANG Engineer.Scientist                  160000
## 13841   Tier2 Engineer.Scientist                  400000
## 13844   Tier2 Engineer.Scientist                  195000
## 13854   Other Engineer.Scientist                  250000
## 13855   Other Engineer.Scientist                  135000
## 13864   FAANG Engineer.Scientist                  194000
## 13869   FAANG Engineer.Scientist                  336000
## 13871   Tier2 Engineer.Scientist                  190000
## 13872   FAANG Engineer.Scientist                  402000
## 13873   Other Engineer.Scientist                  237000
## 13877   Other Engineer.Scientist                  160000
## 13879   Other Engineer.Scientist                  140000
## 13888   FAANG Engineer.Scientist                  255000
## 13889   FAANG          BUSI.MGMT                  394000
## 13890   Other Engineer.Scientist                  185000
## 13892   Other Engineer.Scientist                  159000
## 13893   Tier2 Engineer.Scientist                  161000
## 13896   FAANG Engineer.Scientist                  268000
## 13899   Tier2 Engineer.Scientist                  291000
## 13903   FAANG Engineer.Scientist                  307000
## 13906   Other Engineer.Scientist                  225000
## 13908   Other Engineer.Scientist                  110000
## 13916   FAANG Engineer.Scientist                  280000
## 13919   Other Engineer.Scientist                  189000
## 13924   Other Engineer.Scientist                  190000
## 13933   FAANG              Other                  210000
## 13936   Other Engineer.Scientist                  160000
## 13942   Tier2 Engineer.Scientist                  450000
## 13949   FAANG Engineer.Scientist                  165000
## 13950   Tier2 Engineer.Scientist                  190000
## 13955   FAANG Engineer.Scientist                  142000
## 13956   Other Engineer.Scientist                  297000
## 13957   Tier2 Engineer.Scientist                   97000
## 13968   FAANG              Other                  332000
## 13971   Tier2 Engineer.Scientist                  285000
## 13972   FAANG Engineer.Scientist                  370000
## 13982   Other Engineer.Scientist                  220000
## 13994   FAANG Engineer.Scientist                  148000
## 13997   FAANG Engineer.Scientist                  206000
## 14006   Tier2 Engineer.Scientist                  170000
## 14008   FAANG Engineer.Scientist                  305000
## 14014   FAANG          BUSI.MGMT                  295000
## 14018   FAANG Engineer.Scientist                  182000
## 14023   Tier2 Engineer.Scientist                  300000
## 14027   FAANG Engineer.Scientist                  430000
## 14028   Tier2 Engineer.Scientist                  185000
## 14029   FAANG Engineer.Scientist                  273000
## 14034   Other Engineer.Scientist                  270000
## 14038   FAANG Engineer.Scientist                  385000
## 14039   Tier2 Engineer.Scientist                  159000
## 14041   Tier2 Engineer.Scientist                  315000
## 14043   FAANG              Other                  169000
## 14047   Tier2 Engineer.Scientist                  160000
## 14049   FAANG Engineer.Scientist                  472000
## 14051   FAANG Engineer.Scientist                  240000
## 14059   Other Engineer.Scientist                  230000
## 14060   Other Engineer.Scientist                  350000
## 14061   Other Engineer.Scientist                  220000
## 14062   FAANG          BUSI.MGMT                  340000
## 14065   FAANG Engineer.Scientist                  322000
## 14066   Other Engineer.Scientist                  140000
## 14069   Other Engineer.Scientist                  125000
## 14071   FAANG Engineer.Scientist                  180000
## 14072   FAANG Engineer.Scientist                  273000
## 14088   FAANG Engineer.Scientist                  326000
## 14089   FAANG Engineer.Scientist                  282000
## 14096   Tier2 Engineer.Scientist                  355000
## 14103   Tier2 Engineer.Scientist                  127000
## 14110   Tier2 Engineer.Scientist                   28000
## 14119   Other Engineer.Scientist                  138000
## 14124   Tier2 Engineer.Scientist                  174000
## 14127   Tier2 Engineer.Scientist                  232000
## 14130   Tier2 Engineer.Scientist                  158000
## 14134   Other Engineer.Scientist                  325000
## 14149   FAANG Engineer.Scientist                  217000
## 14150   Other Engineer.Scientist                  154000
## 14153   FAANG Engineer.Scientist                  198000
## 14157   Tier2 Engineer.Scientist                  290000
## 14159   Other Engineer.Scientist                  200000
## 14161   FAANG Engineer.Scientist                  257000
## 14172   Tier2 Engineer.Scientist                  310000
## 14173   Tier2 Engineer.Scientist                  460000
## 14176   FAANG Engineer.Scientist                  420000
## 14177   FAANG Engineer.Scientist                  262000
## 14180   Tier2 Engineer.Scientist                  174000
## 14181   Other Engineer.Scientist                  240000
## 14188   Tier2 Engineer.Scientist                  411000
## 14194   Tier2 Engineer.Scientist                  200000
## 14204   FAANG Engineer.Scientist                  147000
## 14209   Tier2 Engineer.Scientist                  231000
## 14210   FAANG Engineer.Scientist                  160000
## 14212   Other Engineer.Scientist                   15000
## 14213   Tier2 Engineer.Scientist                  228000
## 14217   FAANG Engineer.Scientist                  525000
## 14219   Other Engineer.Scientist                  153000
## 14223   Tier2          BUSI.MGMT                  172000
## 14228   Tier2 Engineer.Scientist                  256000
## 14231   Tier2 Engineer.Scientist                  176000
## 14232   Tier2 Engineer.Scientist                  190000
## 14239   Other Engineer.Scientist                  109000
## 14243   Other Engineer.Scientist                  725000
## 14244   Other Engineer.Scientist                  655000
## 14249   FAANG Engineer.Scientist                  450000
## 14252   FAANG Engineer.Scientist                  817000
## 14258   FAANG Engineer.Scientist                  375000
## 14259   Tier2 Engineer.Scientist                  418000
## 14260   FAANG Engineer.Scientist                  290000
## 14269   FAANG Engineer.Scientist                  785000
## 14271   FAANG Engineer.Scientist                  200000
## 14280   Other Engineer.Scientist                  613000
## 14282   Tier2 Engineer.Scientist                  200000
## 14283   Tier2 Engineer.Scientist                  122000
## 14287   Tier2 Engineer.Scientist                  170000
## 14290   Tier2 Engineer.Scientist                  420000
## 14293   Tier2 Engineer.Scientist                  360000
## 14295   Other Engineer.Scientist                  415000
## 14301   FAANG Engineer.Scientist                  675000
## 14302   FAANG Engineer.Scientist                  665000
## 14312   Other Engineer.Scientist                  182000
## 14314   Other Engineer.Scientist                  415000
## 14323   Tier2 Engineer.Scientist                  310000
## 14326   Other Engineer.Scientist                  420000
## 14332   Tier2 Engineer.Scientist                  310000
## 14335   Other Engineer.Scientist                   21000
## 14336   Tier2 Engineer.Scientist                  235000
## 14339   Tier2 Engineer.Scientist                  650000
## 14340   Tier2 Engineer.Scientist                  285000
## 14349   Other Engineer.Scientist                  120000
## 14353   Other Engineer.Scientist                  196000
## 14358   Tier2 Engineer.Scientist                  207000
## 14364   Tier2 Engineer.Scientist                  270000
## 14365   Tier2 Engineer.Scientist                  160000
## 14370   FAANG Engineer.Scientist                  282000
## 14371   FAANG Engineer.Scientist                  211000
## 14378   Other Engineer.Scientist                  203000
## 14380   Other Engineer.Scientist                  204000
## 14381   FAANG Engineer.Scientist                  210000
## 14382   Other Engineer.Scientist                  102000
## 14396   Tier2 Engineer.Scientist                  245000
## 14397   FAANG          BUSI.MGMT                  240000
## 14398   FAANG          BUSI.MGMT                  460000
## 14400   FAANG Engineer.Scientist                  227000
## 14406   FAANG Engineer.Scientist                  190000
## 14411   Tier2 Engineer.Scientist                  280000
## 14413   Other Engineer.Scientist                  275000
## 14414   FAANG              Other                  485000
## 14415   FAANG Engineer.Scientist                  405000
## 14421   FAANG Engineer.Scientist                  208000
## 14423   FAANG Engineer.Scientist                  172000
## 14429   FAANG Engineer.Scientist                  200000
## 14435   Tier2 Engineer.Scientist                  170000
## 14436   Tier2 Engineer.Scientist                  200000
## 14438   Tier2 Engineer.Scientist                  142000
## 14440   Tier2 Engineer.Scientist                  230000
## 14447   FAANG          BUSI.MGMT                   60000
## 14452   Tier2 Engineer.Scientist                  199000
## 14455   Tier2 Engineer.Scientist                  360000
## 14456   Other Engineer.Scientist                  556000
## 14457   Other Engineer.Scientist                   58000
## 14461   Other Engineer.Scientist                  120000
## 14463   Other Engineer.Scientist                   90000
## 14469   Other Engineer.Scientist                  153000
## 14470   FAANG Engineer.Scientist                  270000
## 14472   FAANG          BUSI.MGMT                  400000
## 14474   FAANG Engineer.Scientist                  291000
## 14476   Tier2          BUSI.MGMT                  175000
## 14488   Other Engineer.Scientist                  189000
## 14492   Tier2 Engineer.Scientist                  175000
## 14493   Other Engineer.Scientist                  162000
## 14494   FAANG Engineer.Scientist                  500000
## 14495   FAANG          BUSI.MGMT                  320000
## 14502   FAANG Engineer.Scientist                  290000
## 14503   FAANG Engineer.Scientist                  350000
## 14506   Tier2 Engineer.Scientist                  360000
## 14518   Tier2 Engineer.Scientist                  226000
## 14519   Tier2 Engineer.Scientist                  173000
## 14522   FAANG Engineer.Scientist                  259000
## 14523   Other Engineer.Scientist                  136000
## 14532   Other Engineer.Scientist                  174000
## 14536   Tier2 Engineer.Scientist                  120000
## 14542   Tier2 Engineer.Scientist                   65000
## 14546   Tier2          BUSI.MGMT                  210000
## 14547   Tier2 Engineer.Scientist                   34000
## 14548   Tier2 Engineer.Scientist                  187000
## 14556   FAANG Engineer.Scientist                  540000
## 14559   FAANG Engineer.Scientist                  472000
## 14561   FAANG Engineer.Scientist                  237000
## 14567   FAANG Engineer.Scientist                  142000
## 14568   FAANG Engineer.Scientist                  500000
## 14573   FAANG Engineer.Scientist                  390000
## 14583   Other Engineer.Scientist                  393000
## 14585   Tier2 Engineer.Scientist                   94000
## 14586   FAANG          BUSI.MGMT                  169000
## 14589   Other Engineer.Scientist                  245000
## 14593   Other Engineer.Scientist                  720000
## 14595   Tier2 Engineer.Scientist                  178000
## 14596   Tier2          BUSI.MGMT                  235000
## 14597   FAANG Engineer.Scientist                  149000
## 14604   Other Engineer.Scientist                  115000
## 14615   Other Engineer.Scientist                  172000
## 14621   Tier2 Engineer.Scientist                  490000
## 14623   Other Engineer.Scientist                  300000
## 14626   Other Engineer.Scientist                  150000
## 14628   FAANG              Other                  350000
## 14631   Tier2 Engineer.Scientist                  366000
## 14633   Other Engineer.Scientist                  146000
## 14639   FAANG Engineer.Scientist                  264000
## 14640   Tier2 Engineer.Scientist                  152000
## 14645   FAANG          BUSI.MGMT                  208000
## 14650   Other Engineer.Scientist                  101000
## 14654   Other Engineer.Scientist                  115000
## 14663   Tier2 Engineer.Scientist                  220000
## 14667   Tier2 Engineer.Scientist                  205000
## 14674   Tier2 Engineer.Scientist                  227000
## 14675   Other          BUSI.MGMT                  274000
## 14679   FAANG Engineer.Scientist                  333000
## 14682   Other          BUSI.MGMT                  423000
## 14683   FAANG Engineer.Scientist                  275000
## 14685   Tier2 Engineer.Scientist                   83000
## 14686   Other Engineer.Scientist                  200000
## 14687   Other Engineer.Scientist                  295000
## 14689   Other Engineer.Scientist                  160000
## 14691   Other Engineer.Scientist                  450000
## 14701   Other Engineer.Scientist                   94000
## 14706   FAANG Engineer.Scientist                  308000
## 14708   Tier2 Engineer.Scientist                  245000
## 14710   Tier2 Engineer.Scientist                  105000
## 14713   Other Engineer.Scientist                  184000
## 14714   Other Engineer.Scientist                  200000
## 14715   FAANG Engineer.Scientist                  200000
## 14718   FAANG Engineer.Scientist                  275000
## 14719   Tier2 Engineer.Scientist                  187000
## 14721   Other Engineer.Scientist                  169000
## 14725   FAANG Engineer.Scientist                  368000
## 14726   FAANG Engineer.Scientist                  247000
## 14728   FAANG Engineer.Scientist                  278000
## 14731   Other Engineer.Scientist                  363000
## 14734   Other              Other                   72000
## 14735   Other Engineer.Scientist                  285000
## 14739   FAANG Engineer.Scientist                  305000
## 14741   Tier2 Engineer.Scientist                  290000
## 14742   Tier2 Engineer.Scientist                  328000
## 14743   FAANG Engineer.Scientist                  225000
## 14744   Tier2 Engineer.Scientist                  258000
## 14745   Tier2 Engineer.Scientist                  245000
## 14757   Other Engineer.Scientist                  580000
## 14761   Tier2 Engineer.Scientist                  333000
## 14763   FAANG Engineer.Scientist                  280000
## 14765   Other Engineer.Scientist                  181000
## 14766   Tier2 Engineer.Scientist                  245000
## 14771   Tier2 Engineer.Scientist                  140000
## 14777   Other Engineer.Scientist                  135000
## 14779   FAANG Engineer.Scientist                  260000
## 14785   FAANG Engineer.Scientist                   96000
## 14786   FAANG Engineer.Scientist                  169000
## 14787   Tier2 Engineer.Scientist                  110000
## 14790   Other Engineer.Scientist                  500000
## 14793   Tier2 Engineer.Scientist                  271000
## 14805   Other Engineer.Scientist                  237000
## 14807   Tier2 Engineer.Scientist                  125000
## 14816   FAANG Engineer.Scientist                  141000
## 14817   Tier2 Engineer.Scientist                  245000
## 14822   Other Engineer.Scientist                  228000
## 14828   Tier2 Engineer.Scientist                  201000
## 14830   Other Engineer.Scientist                  400000
## 14833   FAANG Engineer.Scientist                  400000
## 14839   Other Engineer.Scientist                   85000
## 14840   Tier2 Engineer.Scientist                  168000
## 14841   FAANG Engineer.Scientist                  132000
## 14846   FAANG Engineer.Scientist                  323000
## 14853   Tier2 Engineer.Scientist                  131000
## 14859   Tier2 Engineer.Scientist                  139000
## 14864   FAANG Engineer.Scientist                  200000
## 14866   Tier2 Engineer.Scientist                  230000
## 14867   Other          BUSI.MGMT                  200000
## 14875   FAANG Engineer.Scientist                  230000
## 14876   Other Engineer.Scientist                  173000
## 14877   Other Engineer.Scientist                  136000
## 14887   Other Engineer.Scientist                   68000
## 14888   Tier2          BUSI.MGMT                  247000
## 14889   Other Engineer.Scientist                  230000
## 14900   FAANG Engineer.Scientist                  277000
## 14904   Other Engineer.Scientist                  467000
## 14914   FAANG Engineer.Scientist                  676000
## 14916   Tier2 Engineer.Scientist                  173000
## 14918   Other Engineer.Scientist                   86000
## 14928   Other Engineer.Scientist                  337000
## 14929   Other          BUSI.MGMT                  330000
## 14930   Other Engineer.Scientist                  190000
## 14947   FAANG Engineer.Scientist                  380000
## 14948   Tier2 Engineer.Scientist                  200000
## 14949   Tier2 Engineer.Scientist                  183000
## 14950   FAANG Engineer.Scientist                  290000
## 14963   Other Engineer.Scientist                  230000
## 14966   FAANG Engineer.Scientist                  218000
## 14967   Other Engineer.Scientist                  240000
## 14968   FAANG Engineer.Scientist                  193000
## 14969   Tier2              Other                  195000
## 14972   Other Engineer.Scientist                  235000
## 14977   FAANG Engineer.Scientist                  313000
## 14983   FAANG Engineer.Scientist                  140000
## 14999   FAANG Engineer.Scientist                  200000
## 15003   Tier2 Engineer.Scientist                  113000
## 15004   Tier2 Engineer.Scientist                  148000
## 15011   FAANG Engineer.Scientist                  315000
## 15020   Other Engineer.Scientist                  423000
## 15026   FAANG Engineer.Scientist                  148000
## 15027   Other Engineer.Scientist                  428000
## 15030   Other Engineer.Scientist                  318000
## 15035   Tier2 Engineer.Scientist                  250000
## 15037   Other Engineer.Scientist                  355000
## 15038   FAANG Engineer.Scientist                  301000
## 15039   Tier2 Engineer.Scientist                  480000
## 15049   FAANG Engineer.Scientist                  189000
## 15051   FAANG Engineer.Scientist                  294000
## 15058   Tier2          BUSI.MGMT                  250000
## 15060   FAANG Engineer.Scientist                  261000
## 15062   Tier2 Engineer.Scientist                  301000
## 15063   Tier2 Engineer.Scientist                  203000
## 15065   Tier2              Other                  109000
## 15066   FAANG Engineer.Scientist                  200000
## 15072   FAANG Engineer.Scientist                  205000
## 15078   FAANG Engineer.Scientist                  500000
## 15083   Tier2 Engineer.Scientist                  175000
## 15088   Tier2 Engineer.Scientist                  160000
## 15102   FAANG Engineer.Scientist                  285000
## 15103   Tier2              Other                  134000
## 15106   FAANG Engineer.Scientist                  225000
## 15107   Other Engineer.Scientist                  600000
## 15109   Tier2 Engineer.Scientist                  242000
## 15123   Tier2 Engineer.Scientist                  190000
## 15130   Other Engineer.Scientist                  243000
## 15135   Other Engineer.Scientist                  185000
## 15137   Tier2 Engineer.Scientist                  275000
## 15139   Other              Other                  122000
## 15142   Tier2 Engineer.Scientist                  700000
## 15146   Other Engineer.Scientist                  170000
## 15148   Tier2 Engineer.Scientist                  142000
## 15151   FAANG Engineer.Scientist                  230000
## 15156   Tier2 Engineer.Scientist                  160000
## 15161   Tier2 Engineer.Scientist                  215000
## 15162   FAANG Engineer.Scientist                  300000
## 15163   Tier2 Engineer.Scientist                  260000
## 15165   Tier2 Engineer.Scientist                  164000
## 15168   FAANG Engineer.Scientist                  296000
## 15171   Other Engineer.Scientist                  210000
## 15187   Tier2 Engineer.Scientist                  486000
## 15188   Other Engineer.Scientist                  225000
## 15190   Tier2 Engineer.Scientist                  330000
## 15192   Other Engineer.Scientist                  130000
## 15196   Tier2 Engineer.Scientist                  250000
## 15210   Other Engineer.Scientist                  150000
## 15212   FAANG Engineer.Scientist                  185000
## 15225   Tier2 Engineer.Scientist                  165000
## 15226   Other          BUSI.MGMT                  170000
## 15229   Tier2 Engineer.Scientist                  230000
## 15230   Other          BUSI.MGMT                  195000
## 15232   Other Engineer.Scientist                  250000
## 15233   FAANG Engineer.Scientist                  550000
## 15239   Tier2 Engineer.Scientist                  185000
## 15259   FAANG Engineer.Scientist                  313000
## 15260   FAANG Engineer.Scientist                  313000
## 15262   FAANG Engineer.Scientist                  200000
## 15266   Tier2 Engineer.Scientist                  215000
## 15267   FAANG          BUSI.MGMT                  240000
## 15269   FAANG Engineer.Scientist                  239000
## 15270   Tier2 Engineer.Scientist                  215000
## 15272   FAANG Engineer.Scientist                  145000
## 15274   FAANG Engineer.Scientist                  270000
## 15276   FAANG Engineer.Scientist                  776000
## 15286   Tier2 Engineer.Scientist                  200000
## 15287   Tier2 Engineer.Scientist                  243000
## 15288   Tier2 Engineer.Scientist                  369000
## 15290   FAANG Engineer.Scientist                  280000
## 15295   Other Engineer.Scientist                  200000
## 15299   FAANG Engineer.Scientist                  165000
## 15303   Tier2 Engineer.Scientist                  145000
## 15304   Other Engineer.Scientist                  350000
## 15306   FAANG Engineer.Scientist                  231000
## 15308   FAANG Engineer.Scientist                  308000
## 15310   Other Engineer.Scientist                  200000
## 15313   FAANG Engineer.Scientist                  260000
## 15316   Other Engineer.Scientist                   88000
## 15317   Tier2 Engineer.Scientist                  170000
## 15321   Other          BUSI.MGMT                  217000
## 15328   FAANG Engineer.Scientist                  400000
## 15330   FAANG              Other                  750000
## 15331   FAANG Engineer.Scientist                  225000
## 15332   Tier2 Engineer.Scientist                  185000
## 15338   Tier2 Engineer.Scientist                  159000
## 15341   Other Engineer.Scientist                  198000
## 15343   Tier2 Engineer.Scientist                  210000
## 15344   Tier2 Engineer.Scientist                  132000
## 15349   Tier2 Engineer.Scientist                  151000
## 15353   Other Engineer.Scientist                  127000
## 15354   FAANG Engineer.Scientist                  217000
## 15356   Tier2 Engineer.Scientist                  300000
## 15358   Tier2 Engineer.Scientist                  165000
## 15360   Tier2 Engineer.Scientist                  235000
## 15364   FAANG Engineer.Scientist                  450000
## 15369   Tier2 Engineer.Scientist                  148000
## 15371   FAANG          BUSI.MGMT                  140000
## 15377   Tier2 Engineer.Scientist                  175000
## 15384   Other Engineer.Scientist                  298000
## 15392   Tier2 Engineer.Scientist                  164000
## 15395   Tier2 Engineer.Scientist                  156000
## 15403   Other Engineer.Scientist                  250000
## 15406   Tier2 Engineer.Scientist                  165000
## 15413   Tier2 Engineer.Scientist                  335000
## 15422   FAANG Engineer.Scientist                  499000
## 15424   FAANG Engineer.Scientist                  236000
## 15427   Other Engineer.Scientist                  225000
## 15432   Tier2 Engineer.Scientist                  481000
## 15436   Other Engineer.Scientist                  190000
## 15438   Tier2 Engineer.Scientist                  175000
## 15445   Tier2 Engineer.Scientist                  108000
## 15452   Tier2 Engineer.Scientist                  223000
## 15453   Other Engineer.Scientist                  256000
## 15454   Tier2 Engineer.Scientist                  180000
## 15462   FAANG Engineer.Scientist                  240000
## 15463   Tier2 Engineer.Scientist                  215000
## 15465   FAANG Engineer.Scientist                  365000
## 15472   Tier2 Engineer.Scientist                  119000
## 15474   Tier2          BUSI.MGMT                  220000
## 15477   Other Engineer.Scientist                  205000
## 15478   FAANG Engineer.Scientist                  233000
## 15479   FAANG          BUSI.MGMT                  180000
## 15489   Other Engineer.Scientist                  108000
## 15491   FAANG Engineer.Scientist                  334000
## 15496   Tier2 Engineer.Scientist                  267000
## 15499   Tier2 Engineer.Scientist                  220000
## 15500   FAANG Engineer.Scientist                  490000
## 15516   Other Engineer.Scientist                   19000
## 15517   Other Engineer.Scientist                  206000
## 15522   Other Engineer.Scientist                  176000
## 15523   Tier2          BUSI.MGMT                  202000
## 15524   Other Engineer.Scientist                  235000
## 15539   Other Engineer.Scientist                  420000
## 15541   Tier2 Engineer.Scientist                  184000
## 15549   Tier2 Engineer.Scientist                  278000
## 15555   FAANG Engineer.Scientist                  227000
## 15560   Other Engineer.Scientist                  270000
## 15569   FAANG Engineer.Scientist                  259000
## 15570   FAANG Engineer.Scientist                  200000
## 15571   FAANG Engineer.Scientist                  161000
## 15573   FAANG Engineer.Scientist                  470000
## 15575   Other              Other                  477000
## 15577   Other          BUSI.MGMT                  217000
## 15578   Other Engineer.Scientist                  158000
## 15579   Other Engineer.Scientist                  220000
## 15587   Other Engineer.Scientist                  190000
## 15591   Tier2 Engineer.Scientist                  215000
## 15594   Other Engineer.Scientist                  191000
## 15595   Tier2 Engineer.Scientist                  180000
## 15597   Tier2 Engineer.Scientist                  140000
## 15604   Tier2 Engineer.Scientist                  160000
## 15606   FAANG          BUSI.MGMT                  250000
## 15611   FAANG Engineer.Scientist                  125000
## 15614   Other          BUSI.MGMT                  430000
## 15615   FAANG Engineer.Scientist                  202000
## 15617   Tier2 Engineer.Scientist                  209000
## 15618   FAANG Engineer.Scientist                  215000
## 15622   Other Engineer.Scientist                   76000
## 15623   FAANG Engineer.Scientist                  293000
## 15625   Other Engineer.Scientist                  221000
## 15626   FAANG Engineer.Scientist                  387000
## 15627   Tier2 Engineer.Scientist                  344000
## 15630   Other Engineer.Scientist                  420000
## 15633   FAANG Engineer.Scientist                  235000
## 15634   Tier2 Engineer.Scientist                  217000
## 15636   Tier2              Other                  340000
## 15637   Tier2 Engineer.Scientist                  367000
## 15640   Other Engineer.Scientist                  177000
## 15641   Tier2              Other                  250000
## 15646   FAANG Engineer.Scientist                  213000
## 15649   FAANG Engineer.Scientist                  337000
## 15656   Tier2 Engineer.Scientist                  167000
## 15661   Tier2 Engineer.Scientist                  115000
## 15662   Tier2 Engineer.Scientist                  310000
## 15668   Tier2 Engineer.Scientist                  205000
## 15671   FAANG Engineer.Scientist                  560000
## 15672   FAANG Engineer.Scientist                  250000
## 15676   Tier2 Engineer.Scientist                  136000
## 15678   Other Engineer.Scientist                  270000
## 15681   Other              Other                  127000
## 15685   Other Engineer.Scientist                  185000
## 15686   FAANG Engineer.Scientist                  206000
## 15689   Tier2 Engineer.Scientist                  228000
## 15695   Tier2 Engineer.Scientist                  290000
## 15696   Other Engineer.Scientist                  135000
## 15701   Tier2 Engineer.Scientist                  110000
## 15704   Other Engineer.Scientist                  291000
## 15707   Tier2 Engineer.Scientist                  320000
## 15709   Tier2 Engineer.Scientist                  126000
## 15710   Tier2 Engineer.Scientist                  190000
## 15711   FAANG Engineer.Scientist                  400000
## 15712   Tier2 Engineer.Scientist                  187000
## 15714   Tier2 Engineer.Scientist                  162000
## 15720   FAANG          BUSI.MGMT                  269000
## 15724   Tier2 Engineer.Scientist                  222000
## 15727   Other Engineer.Scientist                  315000
## 15730   FAANG Engineer.Scientist                  250000
## 15732   Other Engineer.Scientist                   45000
## 15739   Tier2 Engineer.Scientist                  219000
## 15740   FAANG Engineer.Scientist                  220000
## 15743   Tier2 Engineer.Scientist                  144000
## 15744   FAANG Engineer.Scientist                  284000
## 15751   FAANG Engineer.Scientist                  352000
## 15756   Other Engineer.Scientist                   86000
## 15758   Tier2 Engineer.Scientist                  146000
## 15761   Tier2 Engineer.Scientist                  108000
## 15762   Other Engineer.Scientist                  133000
## 15770   FAANG Engineer.Scientist                  194000
## 15776   Tier2 Engineer.Scientist                  464000
## 15785   Tier2 Engineer.Scientist                  159000
## 15786   Other Engineer.Scientist                  250000
## 15787   FAANG Engineer.Scientist                  280000
## 15792   Tier2 Engineer.Scientist                  298000
## 15793   Other Engineer.Scientist                  250000
## 15794   Tier2 Engineer.Scientist                  174000
## 15796   FAANG Engineer.Scientist                  260000
## 15800   Tier2 Engineer.Scientist                  450000
## 15802   Other Engineer.Scientist                  203000
## 15807   FAANG Engineer.Scientist                  145000
## 15809   Other Engineer.Scientist                  546000
## 15818   Other Engineer.Scientist                  195000
## 15821   Tier2          BUSI.MGMT                  181000
## 15825   Tier2          BUSI.MGMT                  236000
## 15828   FAANG Engineer.Scientist                  220000
## 15831   Other          BUSI.MGMT                  297000
## 15834   Other Engineer.Scientist                   83000
## 15835   Tier2 Engineer.Scientist                  148000
## 15837   FAANG Engineer.Scientist                  460000
## 15840   Tier2 Engineer.Scientist                  360000
## 15847   Other Engineer.Scientist                  400000
## 15848   FAANG Engineer.Scientist                  147000
## 15852   Other Engineer.Scientist                  110000
## 15861   Tier2          BUSI.MGMT                  194000
## 15866   Tier2 Engineer.Scientist                  160000
## 15867   FAANG          BUSI.MGMT                  168000
## 15870   Tier2 Engineer.Scientist                  155000
## 15873   Tier2 Engineer.Scientist                  130000
## 15877   FAANG Engineer.Scientist                  540000
## 15879   FAANG Engineer.Scientist                  290000
## 15892   FAANG          BUSI.MGMT                  250000
## 15896   FAANG Engineer.Scientist                  233000
## 15897   Other Engineer.Scientist                  270000
## 15899   Tier2 Engineer.Scientist                  134000
## 15901   Other Engineer.Scientist                  220000
## 15912   Tier2 Engineer.Scientist                  161000
## 15913   FAANG Engineer.Scientist                  315000
## 15914   Tier2 Engineer.Scientist                  150000
## 15915   FAANG Engineer.Scientist                  170000
## 15924   Other Engineer.Scientist                  260000
## 15925   Tier2 Engineer.Scientist                  158000
## 15932   Tier2 Engineer.Scientist                  425000
## 15933   Tier2 Engineer.Scientist                   84000
## 15935   Tier2 Engineer.Scientist                  140000
## 15940   Other Engineer.Scientist                   41000
## 15943   FAANG Engineer.Scientist                  200000
## 15945   FAANG Engineer.Scientist                  140000
## 15947   FAANG          BUSI.MGMT                  342000
## 15950   Tier2 Engineer.Scientist                  105000
## 15954   Tier2          BUSI.MGMT                  131000
## 15956   Other Engineer.Scientist                  100000
## 15957   Tier2 Engineer.Scientist                  198000
## 15962   Tier2 Engineer.Scientist                  155000
## 15963   FAANG Engineer.Scientist                  560000
## 15968   Other Engineer.Scientist                  600000
## 15971   Tier2 Engineer.Scientist                  286000
## 15972   Other          BUSI.MGMT                  375000
## 15973   FAANG Engineer.Scientist                  230000
## 15974   Other Engineer.Scientist                   97000
## 15975   Tier2 Engineer.Scientist                  128000
## 15979   Other Engineer.Scientist                   90000
## 15981   Tier2 Engineer.Scientist                  217000
## 15983   FAANG          BUSI.MGMT                  222000
## 15984   Other Engineer.Scientist                  120000
## 15985   Tier2 Engineer.Scientist                  163000
## 15987   Tier2 Engineer.Scientist                  165000
## 15992   Tier2 Engineer.Scientist                  700000
## 15993   FAANG Engineer.Scientist                  178000
## 15996   Other Engineer.Scientist                  240000
## 15999   FAANG Engineer.Scientist                  575000
## 16003   Other Engineer.Scientist                  140000
## 16016   FAANG          BUSI.MGMT                  290000
## 16020   Other Engineer.Scientist                  150000
## 16022   FAANG Engineer.Scientist                  802000
## 16023   Other Engineer.Scientist                  282000
## 16026   Tier2 Engineer.Scientist                  200000
## 16027   Tier2 Engineer.Scientist                  121000
## 16028   Other Engineer.Scientist                  282000
## 16035   Tier2 Engineer.Scientist                  138000
## 16038   Tier2 Engineer.Scientist                  188000
## 16041   Tier2 Engineer.Scientist                  300000
## 16045   FAANG          BUSI.MGMT                  294000
## 16050   Other Engineer.Scientist                  270000
## 16051   FAANG Engineer.Scientist                  550000
## 16052   Other Engineer.Scientist                  153000
## 16053   FAANG              Other                  250000
## 16061   FAANG Engineer.Scientist                  700000
## 16063   FAANG Engineer.Scientist                  272000
## 16065   Other Engineer.Scientist                  216000
## 16068   Other Engineer.Scientist                  140000
## 16069   FAANG Engineer.Scientist                  277000
## 16086   Other Engineer.Scientist                  350000
## 16087   Other Engineer.Scientist                   46000
## 16096   FAANG          BUSI.MGMT                 1300000
## 16098   Other Engineer.Scientist                  300000
## 16112   FAANG Engineer.Scientist                  240000
## 16113   Tier2 Engineer.Scientist                  155000
## 16115   Other Engineer.Scientist                  258000
## 16119   FAANG Engineer.Scientist                  146000
## 16140   FAANG Engineer.Scientist                  189000
## 16146   Other Engineer.Scientist                  280000
## 16149   Tier2 Engineer.Scientist                  192000
## 16150   FAANG          BUSI.MGMT                  220000
## 16152   FAANG Engineer.Scientist                  158000
## 16156   Other Engineer.Scientist                  150000
## 16160   Tier2 Engineer.Scientist                  339000
## 16171   FAANG Engineer.Scientist                  170000
## 16179   Other Engineer.Scientist                  177000
## 16180   Tier2 Engineer.Scientist                  193000
## 16183   Tier2 Engineer.Scientist                  185000
## 16184   Tier2 Engineer.Scientist                  280000
## 16185   Tier2 Engineer.Scientist                  161000
## 16194   FAANG Engineer.Scientist                  121000
## 16205   Tier2 Engineer.Scientist                  235000
## 16208   Other Engineer.Scientist                  165000
## 16212   Other Engineer.Scientist                  419000
## 16220   FAANG Engineer.Scientist                  210000
## 16221   Tier2 Engineer.Scientist                  157000
## 16223   Other Engineer.Scientist                  280000
## 16228   Other Engineer.Scientist                  150000
## 16233   FAANG Engineer.Scientist                  205000
## 16236   Tier2 Engineer.Scientist                  111000
## 16243   Other Engineer.Scientist                  160000
## 16244   Tier2 Engineer.Scientist                  250000
## 16247   Other Engineer.Scientist                  216000
## 16249   Other Engineer.Scientist                  157000
## 16253   Tier2 Engineer.Scientist                  165000
## 16254   Tier2 Engineer.Scientist                   81000
## 16255   Other Engineer.Scientist                  215000
## 16256   Tier2 Engineer.Scientist                  181000
## 16258   Tier2 Engineer.Scientist                  194000
## 16261   FAANG Engineer.Scientist                  240000
## 16262   Other Engineer.Scientist                  125000
## 16267   Other Engineer.Scientist                  672000
## 16268   Tier2 Engineer.Scientist                  190000
## 16272   Other Engineer.Scientist                  135000
## 16276   FAANG          BUSI.MGMT                  250000
## 16278   Other Engineer.Scientist                  232000
## 16281   FAANG              Other                  205000
## 16294   FAANG Engineer.Scientist                  170000
## 16302   Other Engineer.Scientist                  230000
## 16315   FAANG Engineer.Scientist                  397000
## 16317   Tier2 Engineer.Scientist                  204000
## 16326   FAANG Engineer.Scientist                  430000
## 16327   Tier2 Engineer.Scientist                  420000
## 16334   Other Engineer.Scientist                  220000
## 16342   Tier2 Engineer.Scientist                  200000
## 16366   Other Engineer.Scientist                  205000
## 16369   FAANG Engineer.Scientist                  242000
## 16373   FAANG Engineer.Scientist                  219000
## 16379   Tier2 Engineer.Scientist                  122000
## 16382   FAANG Engineer.Scientist                  255000
## 16390   FAANG Engineer.Scientist                  483000
## 16394   Tier2 Engineer.Scientist                  160000
## 16402   Tier2 Engineer.Scientist                   37000
## 16403   Other Engineer.Scientist                  450000
## 16412   Tier2 Engineer.Scientist                  180000
## 16426   FAANG Engineer.Scientist                  451000
## 16430   Tier2 Engineer.Scientist                  170000
## 16435   FAANG          BUSI.MGMT                  514000
## 16436   FAANG Engineer.Scientist                  200000
## 16442   Tier2 Engineer.Scientist                  230000
## 16452   Tier2              Other                  197000
## 16457   Tier2 Engineer.Scientist                  156000
## 16458   Other Engineer.Scientist                  208000
## 16462   Tier2 Engineer.Scientist                  120000
## 16463   Other          BUSI.MGMT                  450000
## 16467   Other Engineer.Scientist                  175000
## 16469   Tier2 Engineer.Scientist                  104000
## 16472   Other Engineer.Scientist                  184000
## 16481   Other Engineer.Scientist                  170000
## 16484   FAANG Engineer.Scientist                  210000
## 16485   Tier2 Engineer.Scientist                  179000
## 16489   FAANG Engineer.Scientist                  270000
## 16491   Tier2 Engineer.Scientist                  168000
## 16495   Tier2 Engineer.Scientist                  233000
## 16498   Tier2 Engineer.Scientist                  168000
## 16502   Tier2 Engineer.Scientist                   77000
## 16509   Other Engineer.Scientist                  155000
## 16513   Tier2 Engineer.Scientist                   64000
## 16516   Other Engineer.Scientist                  210000
## 16521   FAANG Engineer.Scientist                  250000
## 16522   Other          BUSI.MGMT                  245000
## 16524   Tier2 Engineer.Scientist                  192000
## 16530   Other Engineer.Scientist                  100000
## 16537   Tier2 Engineer.Scientist                  130000
## 16538   Tier2 Engineer.Scientist                  300000
## 16541   FAANG Engineer.Scientist                  346000
## 16542   Tier2 Engineer.Scientist                  124000
## 16543   FAANG Engineer.Scientist                  230000
## 16546   Other Engineer.Scientist                  285000
## 16548   Other Engineer.Scientist                   55000
## 16557   Other Engineer.Scientist                  412000
## 16571   Tier2 Engineer.Scientist                  184000
## 16573   Tier2          BUSI.MGMT                  155000
## 16575   FAANG Engineer.Scientist                  345000
## 16580   Tier2 Engineer.Scientist                  169000
## 16582   Tier2 Engineer.Scientist                  290000
## 16583   Other Engineer.Scientist                  200000
## 16584   Tier2 Engineer.Scientist                  176000
## 16589   Tier2 Engineer.Scientist                   40000
## 16591   Tier2 Engineer.Scientist                  173000
## 16593   Other Engineer.Scientist                   80000
## 16596   Tier2 Engineer.Scientist                  270000
## 16603   FAANG Engineer.Scientist                  377000
## 16608   Other Engineer.Scientist                  266000
## 16609   Other Engineer.Scientist                  105000
## 16611   Tier2 Engineer.Scientist                  168000
## 16618   Tier2          BUSI.MGMT                  430000
## 16622   Other Engineer.Scientist                  196000
## 16633   Tier2 Engineer.Scientist                  222000
## 16635   Other Engineer.Scientist                  109000
## 16636   FAANG Engineer.Scientist                  420000
## 16637   FAANG              Other                  195000
## 16640   FAANG Engineer.Scientist                  268000
## 16643   FAANG Engineer.Scientist                  233000
## 16646   Tier2 Engineer.Scientist                  144000
## 16648   FAANG Engineer.Scientist                  164000
## 16650   FAANG Engineer.Scientist                  251000
## 16655   Other Engineer.Scientist                  115000
## 16657   Tier2          BUSI.MGMT                  169000
## 16660   Tier2 Engineer.Scientist                  126000
## 16662   FAANG Engineer.Scientist                   76000
## 16669   Other Engineer.Scientist                  450000
## 16670   FAANG          BUSI.MGMT                  201000
## 16672   Tier2 Engineer.Scientist                  158000
## 16673   FAANG Engineer.Scientist                  189000
## 16676   Tier2 Engineer.Scientist                  450000
## 16683   Other Engineer.Scientist                  195000
## 16684   Tier2 Engineer.Scientist                  292000
## 16687   FAANG Engineer.Scientist                  139000
## 16688   FAANG              Other                  196000
## 16690   Tier2 Engineer.Scientist                  218000
## 16691   Tier2 Engineer.Scientist                  526000
## 16692   Tier2 Engineer.Scientist                  249000
## 16696   Tier2 Engineer.Scientist                  222000
## 16700   Tier2 Engineer.Scientist                  150000
## 16701   Other Engineer.Scientist                  265000
## 16710   Other Engineer.Scientist                  395000
## 16711   FAANG              Other                  127000
## 16713   Other Engineer.Scientist                  225000
## 16714   FAANG          BUSI.MGMT                  300000
## 16717   Other              Other                  163000
## 16720   Other Engineer.Scientist                   99000
## 16722   Other Engineer.Scientist                   63000
## 16729   FAANG Engineer.Scientist                  602000
## 16734   Tier2 Engineer.Scientist                  163000
## 16741   Other Engineer.Scientist                   68000
## 16746   Other Engineer.Scientist                   41000
## 16747   Other Engineer.Scientist                   90000
## 16748   Other Engineer.Scientist                   44000
## 16757   Other          BUSI.MGMT                  195000
## 16758   Other          BUSI.MGMT                  250000
## 16759   Other Engineer.Scientist                   84000
## 16762   Tier2          BUSI.MGMT                   32000
## 16764   Other Engineer.Scientist                   81000
## 16771   Other Engineer.Scientist                  336000
## 16779   Other Engineer.Scientist                  246000
## 16780   Tier2 Engineer.Scientist                  212000
## 16798   Other Engineer.Scientist                  118000
## 16799   Other Engineer.Scientist                  198000
## 16800   FAANG Engineer.Scientist                  400000
## 16822   FAANG Engineer.Scientist                  194000
## 16828   Other Engineer.Scientist                  250000
## 16834   Tier2 Engineer.Scientist                   70000
## 16835   FAANG Engineer.Scientist                  577000
## 16839   Other Engineer.Scientist                  263000
## 16841   Tier2 Engineer.Scientist                  320000
## 16845   Tier2 Engineer.Scientist                  217000
## 16847   Other          BUSI.MGMT                  135000
## 16858   Tier2 Engineer.Scientist                  735000
## 16861   Other Engineer.Scientist                  429000
## 16865   Tier2 Engineer.Scientist                  249000
## 16870   Tier2 Engineer.Scientist                  332000
## 16872   Tier2 Engineer.Scientist                  265000
## 16879   Tier2 Engineer.Scientist                  290000
## 16880   Other Engineer.Scientist                  220000
## 16886   FAANG Engineer.Scientist                  200000
## 16890   Other Engineer.Scientist                  147000
## 16891   Other Engineer.Scientist                  159000
## 16893   Other          BUSI.MGMT                  240000
## 16907   Tier2 Engineer.Scientist                  368000
## 16909   FAANG Engineer.Scientist                 1200000
## 16914   Other Engineer.Scientist                  375000
## 16915   Other Engineer.Scientist                   58000
## 16919   FAANG Engineer.Scientist                  270000
## 16925   FAANG Engineer.Scientist                  197000
## 16936   Tier2              Other                  279000
## 16937   Other Engineer.Scientist                   82000
## 16941   Tier2              Other                   80000
## 16948   FAANG Engineer.Scientist                  220000
## 16964   Other Engineer.Scientist                  140000
## 16968   FAANG          BUSI.MGMT                  400000
## 16969   Tier2 Engineer.Scientist                  264000
## 16970   FAANG Engineer.Scientist                  300000
## 16976   FAANG          BUSI.MGMT                  216000
## 16978   FAANG Engineer.Scientist                  170000
## 16982   FAANG Engineer.Scientist                  116000
## 16983   Other Engineer.Scientist                  185000
## 16986   FAANG Engineer.Scientist                  150000
## 16987   Tier2 Engineer.Scientist                  211000
## 16990   Tier2 Engineer.Scientist                   57000
## 16991   FAANG Engineer.Scientist                  758000
## 16996   FAANG Engineer.Scientist                  159000
## 17001   FAANG              Other                  240000
## 17003   Other Engineer.Scientist                  267000
## 17009   FAANG          BUSI.MGMT                  600000
## 17010   Other Engineer.Scientist                  145000
## 17014   Tier2              Other                  150000
## 17015   Other Engineer.Scientist                  186000
## 17017   Tier2 Engineer.Scientist                  130000
## 17018   Tier2 Engineer.Scientist                  120000
## 17019   Tier2 Engineer.Scientist                  180000
## 17021   Tier2 Engineer.Scientist                  207000
## 17022   Other          BUSI.MGMT                  204000
## 17023   Other Engineer.Scientist                  250000
## 17025   Other Engineer.Scientist                  100000
## 17026   Tier2          BUSI.MGMT                  190000
## 17027   FAANG Engineer.Scientist                  338000
## 17041   Tier2 Engineer.Scientist                  426000
## 17047   FAANG Engineer.Scientist                  229000
## 17048   FAANG Engineer.Scientist                  104000
## 17051   Tier2 Engineer.Scientist                  130000
## 17055   FAANG Engineer.Scientist                  243000
## 17058   Other Engineer.Scientist                  279000
## 17067   FAANG Engineer.Scientist                  250000
## 17074   Tier2 Engineer.Scientist                  148000
## 17077   Tier2 Engineer.Scientist                  145000
## 17085   Other Engineer.Scientist                  160000
## 17090   Tier2 Engineer.Scientist                  332000
## 17095   Tier2 Engineer.Scientist                  209000
## 17097   Other Engineer.Scientist                  120000
## 17120   FAANG Engineer.Scientist                  365000
## 17122   Other Engineer.Scientist                  328000
## 17126   FAANG Engineer.Scientist                  406000
## 17142   Tier2 Engineer.Scientist                  212000
## 17146   Tier2 Engineer.Scientist                  230000
## 17147   Tier2 Engineer.Scientist                  133000
## 17149   Tier2 Engineer.Scientist                  275000
## 17150   FAANG Engineer.Scientist                  260000
## 17151   Tier2 Engineer.Scientist                  190000
## 17159   FAANG          BUSI.MGMT                  210000
## 17160   Tier2 Engineer.Scientist                  140000
## 17174   Other              Other                  200000
## 17178   FAANG Engineer.Scientist                  340000
## 17180   FAANG Engineer.Scientist                  228000
## 17182   Tier2 Engineer.Scientist                  180000
## 17187   Tier2 Engineer.Scientist                   80000
## 17195   Tier2 Engineer.Scientist                  470000
## 17200   FAANG Engineer.Scientist                  520000
## 17203   Tier2 Engineer.Scientist                  435000
## 17207   Other Engineer.Scientist                  303000
## 17208   FAANG Engineer.Scientist                  152000
## 17217   Other Engineer.Scientist                  230000
## 17219   Other Engineer.Scientist                  250000
## 17222   FAANG Engineer.Scientist                  380000
## 17226   FAANG          BUSI.MGMT                  245000
## 17228   Tier2 Engineer.Scientist                  118000
## 17235   Tier2 Engineer.Scientist                  630000
## 17244   FAANG Engineer.Scientist                  390000
## 17248   Other Engineer.Scientist                  175000
## 17250   Tier2          BUSI.MGMT                  202000
## 17257   FAANG Engineer.Scientist                  310000
## 17267   Tier2 Engineer.Scientist                  177000
## 17269   Other Engineer.Scientist                  805000
## 17284   Tier2 Engineer.Scientist                  266000
## 17294   Other Engineer.Scientist                  252000
## 17297   Other Engineer.Scientist                  135000
## 17301   Tier2 Engineer.Scientist                   46000
## 17302   Other Engineer.Scientist                  280000
## 17303   FAANG          BUSI.MGMT                   84000
## 17304   Other Engineer.Scientist                   90000
## 17310   Tier2 Engineer.Scientist                  190000
## 17313   Tier2 Engineer.Scientist                  238000
## 17314   Other          BUSI.MGMT                  560000
## 17325   FAANG Engineer.Scientist                  161000
## 17330   FAANG Engineer.Scientist                  420000
## 17331   FAANG Engineer.Scientist                  200000
## 17333   FAANG Engineer.Scientist                  625000
## 17337   Tier2 Engineer.Scientist                  517000
## 17338   Tier2 Engineer.Scientist                  188000
## 17345   FAANG Engineer.Scientist                  500000
## 17346   Other Engineer.Scientist                  300000
## 17353   Tier2 Engineer.Scientist                  180000
## 17355   FAANG Engineer.Scientist                  238000
## 17357   Tier2 Engineer.Scientist                  153000
## 17364   Other Engineer.Scientist                  300000
## 17371   Other Engineer.Scientist                  160000
## 17375   Other Engineer.Scientist                  180000
## 17377   Tier2 Engineer.Scientist                  180000
## 17378   Other Engineer.Scientist                  135000
## 17384   Other Engineer.Scientist                  120000
## 17385   Tier2 Engineer.Scientist                  185000
## 17386   Tier2 Engineer.Scientist                  150000
## 17393   Other Engineer.Scientist                  210000
## 17399   Tier2 Engineer.Scientist                  315000
## 17400   FAANG Engineer.Scientist                  234000
## 17401   Other Engineer.Scientist                  265000
## 17404   Tier2 Engineer.Scientist                  118000
## 17407   Tier2 Engineer.Scientist                  177000
## 17410   FAANG Engineer.Scientist                  515000
## 17417   Tier2 Engineer.Scientist                  142000
## 17431   Tier2 Engineer.Scientist                  256000
## 17432   Other Engineer.Scientist                   83000
## 17441   Other Engineer.Scientist                  124000
## 17444   Tier2 Engineer.Scientist                  207000
## 17445   Other Engineer.Scientist                  116000
## 17448   Tier2 Engineer.Scientist                  231000
## 17449   Tier2 Engineer.Scientist                  400000
## 17457   FAANG Engineer.Scientist                  225000
## 17461   Tier2 Engineer.Scientist                  203000
## 17463   Tier2 Engineer.Scientist                  110000
## 17468   Other Engineer.Scientist                  141000
## 17470   FAANG Engineer.Scientist                  259000
## 17492   FAANG          BUSI.MGMT                  227000
## 17495   FAANG Engineer.Scientist                  300000
## 17498   Other              Other                  150000
## 17502   Tier2 Engineer.Scientist                  150000
## 17505   Tier2 Engineer.Scientist                  235000
## 17509   Tier2 Engineer.Scientist                  198000
## 17510   FAANG          BUSI.MGMT                  260000
## 17512   FAANG Engineer.Scientist                  530000
## 17513   Other Engineer.Scientist                  200000
## 17514   FAANG Engineer.Scientist                  530000
## 17519   FAANG Engineer.Scientist                  367000
## 17520   FAANG Engineer.Scientist                  325000
## 17521   Tier2 Engineer.Scientist                  330000
## 17531   Other Engineer.Scientist                  200000
## 17532   Tier2 Engineer.Scientist                  235000
## 17534   FAANG          BUSI.MGMT                  200000
## 17538   Tier2 Engineer.Scientist                  135000
## 17540   Other Engineer.Scientist                  280000
## 17544   Tier2 Engineer.Scientist                  155000
## 17547   Tier2 Engineer.Scientist                   51000
## 17553   FAANG Engineer.Scientist                  488000
## 17562   Tier2 Engineer.Scientist                  145000
## 17563   Tier2 Engineer.Scientist                  325000
## 17573   Tier2 Engineer.Scientist                  114000
## 17577   Tier2              Other                  175000
## 17579   Other Engineer.Scientist                  275000
## 17591   FAANG Engineer.Scientist                  200000
## 17594   Tier2 Engineer.Scientist                  221000
## 17599   FAANG Engineer.Scientist                  300000
## 17602   Tier2 Engineer.Scientist                  161000
## 17603   Other          BUSI.MGMT                  150000
## 17604   FAANG Engineer.Scientist                  120000
## 17620   Tier2          BUSI.MGMT                  194000
## 17621   FAANG Engineer.Scientist                  240000
## 17628   Other Engineer.Scientist                  200000
## 17635   Tier2 Engineer.Scientist                  132000
## 17637   Tier2 Engineer.Scientist                  135000
## 17650   Other          BUSI.MGMT                  180000
## 17651   FAANG          BUSI.MGMT                  325000
## 17653   FAANG Engineer.Scientist                  297000
## 17656   Tier2 Engineer.Scientist                  223000
## 17658   FAANG Engineer.Scientist                  228000
## 17660   Tier2 Engineer.Scientist                  130000
## 17664   Tier2 Engineer.Scientist                  190000
## 17667   Tier2 Engineer.Scientist                  178000
## 17682   FAANG Engineer.Scientist                  217000
## 17684   FAANG Engineer.Scientist                  247000
## 17687   Other Engineer.Scientist                  210000
## 17702   FAANG Engineer.Scientist                  347000
## 17703   Tier2              Other                  155000
## 17715   FAANG Engineer.Scientist                  357000
## 17719   FAANG Engineer.Scientist                  267000
## 17723   FAANG          BUSI.MGMT                  300000
## 17727   FAANG Engineer.Scientist                  165000
## 17744   Tier2 Engineer.Scientist                  175000
## 17746   Tier2 Engineer.Scientist                  408000
## 17752   FAANG Engineer.Scientist                  197000
## 17758   Tier2              Other                  146000
## 17760   Tier2 Engineer.Scientist                  138000
## 17764   FAANG Engineer.Scientist                  205000
## 17767   Other Engineer.Scientist                  224000
## 17769   Other Engineer.Scientist                  130000
## 17781   Other Engineer.Scientist                  294000
## 17784   FAANG Engineer.Scientist                  146000
## 17787   Tier2 Engineer.Scientist                  298000
## 17788   FAANG Engineer.Scientist                  273000
## 17792   Other Engineer.Scientist                  175000
## 17793   FAANG Engineer.Scientist                  280000
## 17796   Tier2 Engineer.Scientist                  585000
## 17797   Other Engineer.Scientist                  250000
## 17802   Other          BUSI.MGMT                  120000
## 17806   FAANG Engineer.Scientist                  260000
## 17810   Other Engineer.Scientist                  190000
## 17811   FAANG Engineer.Scientist                  249000
## 17814   Tier2 Engineer.Scientist                  350000
## 17819   Other Engineer.Scientist                  377000
## 17829   Tier2 Engineer.Scientist                  222000
## 17849   Other Engineer.Scientist                  483000
## 17851   Other Engineer.Scientist                  196000
## 17855   Other Engineer.Scientist                  260000
## 17857   FAANG Engineer.Scientist                  361000
## 17860   FAANG Engineer.Scientist                  380000
## 17861   Tier2 Engineer.Scientist                   64000
## 17863   Tier2 Engineer.Scientist                  142000
## 17866   Tier2 Engineer.Scientist                  168000
## 17869   FAANG Engineer.Scientist                  469000
## 17875   Tier2          BUSI.MGMT                  110000
## 17880   Tier2 Engineer.Scientist                  166000
## 17887   Tier2 Engineer.Scientist                  195000
## 17893   Tier2 Engineer.Scientist                  185000
## 17896   FAANG          BUSI.MGMT                  275000
## 17900   FAANG Engineer.Scientist                  278000
## 17909   Tier2 Engineer.Scientist                  235000
## 17910   Tier2 Engineer.Scientist                  144000
## 17912   Other Engineer.Scientist                  163000
## 17916   Other Engineer.Scientist                  426000
## 17925   Tier2 Engineer.Scientist                  214000
## 17927   FAANG Engineer.Scientist                  205000
## 17933   Tier2 Engineer.Scientist                  203000
## 17936   Other Engineer.Scientist                  193000
## 17938   Tier2 Engineer.Scientist                   86000
## 17944   Other Engineer.Scientist                  178000
## 17945   Other          BUSI.MGMT                  180000
## 17948   FAANG          BUSI.MGMT                  210000
## 17950   Tier2 Engineer.Scientist                  168000
## 17951   Other Engineer.Scientist                  180000
## 17956   Other Engineer.Scientist                  179000
## 17960   Other Engineer.Scientist                  384000
## 17962   FAANG Engineer.Scientist                  280000
## 17969   Tier2 Engineer.Scientist                  235000
## 17972   Other          BUSI.MGMT                  100000
## 17976   Other Engineer.Scientist                  108000
## 17979   Tier2 Engineer.Scientist                  165000
## 17980   Tier2 Engineer.Scientist                  230000
## 17987   Other Engineer.Scientist                  133000
## 17988   Other Engineer.Scientist                  142000
## 17990   Tier2          BUSI.MGMT                  130000
## 17992   Other Engineer.Scientist                  176000
## 17996   Tier2 Engineer.Scientist                  132000
## 17998   Tier2 Engineer.Scientist                  168000
## 18005   Tier2 Engineer.Scientist                  157000
## 18007   FAANG Engineer.Scientist                  420000
## 18008   Tier2          BUSI.MGMT                  300000
## 18013   Tier2 Engineer.Scientist                  112000
## 18026   Other Engineer.Scientist                  210000
## 18029   FAANG          BUSI.MGMT                  210000
## 18030   Other Engineer.Scientist                  220000
## 18031   Other Engineer.Scientist                  173000
## 18032   Other Engineer.Scientist                  162000
## 18033   Tier2 Engineer.Scientist                  140000
## 18037   FAANG Engineer.Scientist                  282000
## 18039   Other Engineer.Scientist                  179000
## 18042   Other Engineer.Scientist                  255000
## 18049   FAANG Engineer.Scientist                  192000
## 18051   Tier2 Engineer.Scientist                  185000
## 18054   Other Engineer.Scientist                   41000
## 18057   Other Engineer.Scientist                  283000
## 18062   FAANG Engineer.Scientist                  142000
## 18069   Tier2 Engineer.Scientist                  165000
## 18071   FAANG          BUSI.MGMT                  500000
## 18073   FAANG Engineer.Scientist                  442000
## 18074   Other Engineer.Scientist                  160000
## 18079   Tier2 Engineer.Scientist                  110000
## 18080   Other Engineer.Scientist                  700000
## 18081   Tier2 Engineer.Scientist                  191000
## 18082   FAANG          BUSI.MGMT                  275000
## 18088   Other Engineer.Scientist                  147000
## 18090   FAANG          BUSI.MGMT                  266000
## 18093   Tier2          BUSI.MGMT                  150000
## 18094   FAANG Engineer.Scientist                  127000
## 18095   Other Engineer.Scientist                  191000
## 18097   Other Engineer.Scientist                  620000
## 18103   Tier2 Engineer.Scientist                  100000
## 18106   Other Engineer.Scientist                  202000
## 18117   FAANG Engineer.Scientist                  425000
## 18120   Tier2 Engineer.Scientist                  261000
## 18122   Other Engineer.Scientist                  116000
## 18124   Other Engineer.Scientist                  165000
## 18126   Tier2          BUSI.MGMT                  234000
## 18130   Tier2 Engineer.Scientist                  184000
## 18131   Tier2 Engineer.Scientist                  140000
## 18140   Tier2 Engineer.Scientist                  273000
## 18145   Other Engineer.Scientist                  140000
## 18147   FAANG Engineer.Scientist                  162000
## 18149   Tier2          BUSI.MGMT                   85000
## 18152   Tier2 Engineer.Scientist                  193000
## 18153   Tier2          BUSI.MGMT                  251000
## 18163   FAANG Engineer.Scientist                  233000
## 18165   Tier2          BUSI.MGMT                  155000
## 18167   FAANG Engineer.Scientist                  400000
## 18170   Other Engineer.Scientist                  415000
## 18171   Other Engineer.Scientist                  240000
## 18172   FAANG          BUSI.MGMT                  225000
## 18173   Other          BUSI.MGMT                  162000
## 18174   Other Engineer.Scientist                  125000
## 18177   Other Engineer.Scientist                  180000
## 18182   Tier2 Engineer.Scientist                  192000
## 18184   FAANG              Other                  325000
## 18186   FAANG Engineer.Scientist                  355000
## 18195   FAANG Engineer.Scientist                  380000
## 18201   Tier2 Engineer.Scientist                  134000
## 18202   Tier2 Engineer.Scientist                  165000
## 18203   Other Engineer.Scientist                  187000
## 18208   Tier2 Engineer.Scientist                  162000
## 18209   FAANG Engineer.Scientist                  392000
## 18217   Tier2 Engineer.Scientist                  140000
## 18221   FAANG          BUSI.MGMT                  260000
## 18228   Tier2 Engineer.Scientist                  160000
## 18232   Tier2 Engineer.Scientist                  152000
## 18238   Tier2 Engineer.Scientist                  285000
## 18240   Tier2 Engineer.Scientist                  235000
## 18242   FAANG          BUSI.MGMT                  320000
## 18243   FAANG          BUSI.MGMT                  330000
## 18245   Tier2 Engineer.Scientist                  200000
## 18249   Tier2 Engineer.Scientist                  174000
## 18255   FAANG Engineer.Scientist                  102000
## 18258   FAANG          BUSI.MGMT                  189000
## 18259   FAANG Engineer.Scientist                  250000
## 18270   Other Engineer.Scientist                  213000
## 18271   Tier2 Engineer.Scientist                  158000
## 18283   Tier2 Engineer.Scientist                   28000
## 18287   Tier2          BUSI.MGMT                  224000
## 18291   Other Engineer.Scientist                  183000
## 18292   Other Engineer.Scientist                   61000
## 18293   Tier2 Engineer.Scientist                   28000
## 18296   Tier2 Engineer.Scientist                  257000
## 18298   FAANG Engineer.Scientist                  188000
## 18304   Other Engineer.Scientist                  261000
## 18306   FAANG Engineer.Scientist                  270000
## 18307   Tier2 Engineer.Scientist                  230000
## 18310   Other Engineer.Scientist                  282000
## 18313   Other              Other                   60000
## 18314   Tier2 Engineer.Scientist                  139000
## 18315   Tier2 Engineer.Scientist                  278000
## 18317   FAANG          BUSI.MGMT                  380000
## 18320   Other Engineer.Scientist                  123000
## 18324   Tier2 Engineer.Scientist                  210000
## 18326   Other          BUSI.MGMT                  140000
## 18329   Tier2 Engineer.Scientist                  320000
## 18330   Tier2 Engineer.Scientist                  220000
## 18334   Tier2 Engineer.Scientist                  175000
## 18335   Tier2          BUSI.MGMT                  238000
## 18339   FAANG          BUSI.MGMT                  300000
## 18346   Tier2 Engineer.Scientist                  205000
## 18347   Other Engineer.Scientist                  115000
## 18348   Tier2 Engineer.Scientist                  200000
## 18350   Other Engineer.Scientist                  402000
## 18352   FAANG Engineer.Scientist                  362000
## 18355   FAANG Engineer.Scientist                  192000
## 18358   Other Engineer.Scientist                  132000
## 18361   Tier2          BUSI.MGMT                  357000
## 18372   Other Engineer.Scientist                  235000
## 18374   Other Engineer.Scientist                  125000
## 18375   Tier2 Engineer.Scientist                  300000
## 18376   Tier2 Engineer.Scientist                  243000
## 18377   FAANG          BUSI.MGMT                  150000
## 18378   Tier2 Engineer.Scientist                  279000
## 18384   Tier2 Engineer.Scientist                  195000
## 18385   FAANG Engineer.Scientist                  126000
## 18386   Tier2 Engineer.Scientist                  395000
## 18387   Tier2 Engineer.Scientist                  161000
## 18393   Tier2          BUSI.MGMT                  260000
## 18396   Other Engineer.Scientist                  166000
## 18397   Other Engineer.Scientist                  100000
## 18403   Tier2 Engineer.Scientist                  100000
## 18404   FAANG Engineer.Scientist                  410000
## 18413   Other              Other                  201000
## 18414   FAANG Engineer.Scientist                  250000
## 18415   Other Engineer.Scientist                  135000
## 18421   Tier2 Engineer.Scientist                  178000
## 18425   Tier2          BUSI.MGMT                   62000
## 18427   Other Engineer.Scientist                   95000
## 18428   Tier2 Engineer.Scientist                  140000
## 18432   Other Engineer.Scientist                  407000
## 18433   Tier2 Engineer.Scientist                  180000
## 18436   FAANG Engineer.Scientist                  293000
## 18440   FAANG Engineer.Scientist                  190000
## 18445   FAANG Engineer.Scientist                  214000
## 18447   Tier2 Engineer.Scientist                  225000
## 18450   Other Engineer.Scientist                  260000
## 18451   FAANG Engineer.Scientist                  352000
## 18457   FAANG Engineer.Scientist                  304000
## 18459   Other              Other                  200000
## 18462   FAANG Engineer.Scientist                  230000
## 18467   FAANG Engineer.Scientist                  190000
## 18470   FAANG Engineer.Scientist                  230000
## 18476   Tier2 Engineer.Scientist                  290000
## 18480   Tier2          BUSI.MGMT                  112000
## 18484   Tier2 Engineer.Scientist                  145000
## 18487   FAANG Engineer.Scientist                  448000
## 18492   Tier2 Engineer.Scientist                  235000
## 18493   Other Engineer.Scientist                   97000
## 18495   FAANG          BUSI.MGMT                  179000
## 18498   Tier2 Engineer.Scientist                  132000
## 18499   Other Engineer.Scientist                  250000
## 18500   Tier2 Engineer.Scientist                   20000
## 18503   FAANG Engineer.Scientist                  150000
## 18513   Other Engineer.Scientist                   85000
## 18514   Tier2 Engineer.Scientist                  179000
## 18522   Tier2 Engineer.Scientist                  360000
## 18524   Other          BUSI.MGMT                  134000
## 18525   Tier2 Engineer.Scientist                  197000
## 18527   FAANG Engineer.Scientist                  429000
## 18538   Tier2 Engineer.Scientist                  180000
## 18540   Other Engineer.Scientist                  270000
## 18541   FAANG Engineer.Scientist                  246000
## 18545   FAANG Engineer.Scientist                  256000
## 18548   Tier2 Engineer.Scientist                  240000
## 18549   Other Engineer.Scientist                  235000
## 18551   Tier2 Engineer.Scientist                  410000
## 18555   Tier2 Engineer.Scientist                  171000
## 18559   Other Engineer.Scientist                  101000
## 18561   Tier2 Engineer.Scientist                  130000
## 18562   FAANG Engineer.Scientist                  301000
## 18567   Tier2 Engineer.Scientist                  404000
## 18571   Other Engineer.Scientist                  205000
## 18572   Tier2 Engineer.Scientist                  125000
## 18578   Other Engineer.Scientist                  225000
## 18601   Tier2 Engineer.Scientist                   92000
## 18606   Tier2 Engineer.Scientist                  175000
## 18610   FAANG Engineer.Scientist                  150000
## 18611   Other Engineer.Scientist                  135000
## 18612   FAANG Engineer.Scientist                  149000
## 18615   FAANG Engineer.Scientist                  156000
## 18616   FAANG Engineer.Scientist                  180000
## 18621   Tier2 Engineer.Scientist                  164000
## 18623   FAANG Engineer.Scientist                  230000
## 18624   Tier2 Engineer.Scientist                  163000
## 18634   Other Engineer.Scientist                  150000
## 18646   Tier2 Engineer.Scientist                  216000
## 18647   Tier2 Engineer.Scientist                  150000
## 18654   Tier2 Engineer.Scientist                  213000
## 18655   Tier2 Engineer.Scientist                  297000
## 18657   FAANG Engineer.Scientist                  110000
## 18658   FAANG Engineer.Scientist                  283000
## 18659   Tier2 Engineer.Scientist                  205000
## 18660   FAANG Engineer.Scientist                  300000
## 18661   FAANG Engineer.Scientist                  275000
## 18666   Other Engineer.Scientist                  145000
## 18676   Other Engineer.Scientist                  230000
## 18679   Tier2 Engineer.Scientist                  143000
## 18682   FAANG Engineer.Scientist                  221000
## 18683   Tier2 Engineer.Scientist                  179000
## 18684   Tier2 Engineer.Scientist                  600000
## 18685   FAANG Engineer.Scientist                  926000
## 18693   Tier2 Engineer.Scientist                  150000
## 18702   Tier2 Engineer.Scientist                  250000
## 18703   FAANG Engineer.Scientist                  275000
## 18705   Other          BUSI.MGMT                  190000
## 18707   Tier2 Engineer.Scientist                  270000
## 18708   FAANG Engineer.Scientist                  360000
## 18713   FAANG Engineer.Scientist                  594000
## 18714   FAANG Engineer.Scientist                  420000
## 18716   Tier2 Engineer.Scientist                  148000
## 18719   Other          BUSI.MGMT                  240000
## 18729   FAANG          BUSI.MGMT                  238000
## 18734   FAANG Engineer.Scientist                  254000
## 18742   Tier2 Engineer.Scientist                  100000
## 18743   FAANG Engineer.Scientist                  260000
## 18746   FAANG Engineer.Scientist                  300000
## 18747   FAANG          BUSI.MGMT                  205000
## 18748   Other Engineer.Scientist                  140000
## 18756   FAANG Engineer.Scientist                  248000
## 18762   FAANG Engineer.Scientist                  150000
## 18766   FAANG Engineer.Scientist                  202000
## 18767   FAANG          BUSI.MGMT                  200000
## 18768   Other Engineer.Scientist                  330000
## 18776   Other Engineer.Scientist                  196000
## 18777   FAANG Engineer.Scientist                  302000
## 18780   Tier2 Engineer.Scientist                  210000
## 18784   Tier2 Engineer.Scientist                  180000
## 18788   Other Engineer.Scientist                  163000
## 18791   FAANG          BUSI.MGMT                   74000
## 18792   Tier2 Engineer.Scientist                  155000
## 18798   Other Engineer.Scientist                  450000
## 18800   FAANG Engineer.Scientist                  112000
## 18814   FAANG Engineer.Scientist                  254000
## 18820   FAANG          BUSI.MGMT                  740000
## 18821   Tier2 Engineer.Scientist                  170000
## 18823   FAANG Engineer.Scientist                  190000
## 18827   Tier2 Engineer.Scientist                  200000
## 18838   Other Engineer.Scientist                  153000
## 18840   Other Engineer.Scientist                  160000
## 18843   Tier2 Engineer.Scientist                  335000
## 18849   Other Engineer.Scientist                  185000
## 18861   Other Engineer.Scientist                  163000
## 18865   Other Engineer.Scientist                  116000
## 18867   FAANG Engineer.Scientist                  300000
## 18869   Tier2 Engineer.Scientist                  285000
## 18872   FAANG Engineer.Scientist                  200000
## 18875   Other Engineer.Scientist                  480000
## 18876   Tier2 Engineer.Scientist                  198000
## 18878   FAANG Engineer.Scientist                  190000
## 18880   Other Engineer.Scientist                  140000
## 18881   Other Engineer.Scientist                  750000
## 18895   Tier2 Engineer.Scientist                  177000
## 18899   Other Engineer.Scientist                  157000
## 18900   Tier2              Other                  205000
## 18917   FAANG Engineer.Scientist                  282000
## 18928   FAANG          BUSI.MGMT                  350000
## 18929   Other Engineer.Scientist                  110000
## 18935   Other Engineer.Scientist                  215000
## 18941   Tier2 Engineer.Scientist                  200000
## 18943   Tier2 Engineer.Scientist                  220000
## 18950   Other Engineer.Scientist                  248000
## 18952   Tier2 Engineer.Scientist                  185000
## 18956   Other Engineer.Scientist                  120000
## 18959   Other Engineer.Scientist                  248000
## 18961   FAANG Engineer.Scientist                  111000
## 18962   Tier2          BUSI.MGMT                  655000
## 18967   Other Engineer.Scientist                  234000
## 18968   Tier2 Engineer.Scientist                  185000
## 18970   FAANG Engineer.Scientist                  350000
## 18971   Tier2 Engineer.Scientist                  338000
## 18972   FAANG Engineer.Scientist                  209000
## 18973   FAANG          BUSI.MGMT                  230000
## 18974   FAANG Engineer.Scientist                  181000
## 18976   Other Engineer.Scientist                  121000
## 18981   FAANG Engineer.Scientist                  150000
## 18984   Other Engineer.Scientist                  170000
## 18993   Tier2 Engineer.Scientist                  291000
## 19000   Tier2 Engineer.Scientist                  240000
## 19003   Tier2 Engineer.Scientist                  215000
## 19012   Other Engineer.Scientist                  296000
## 19015   Other          BUSI.MGMT                  202000
## 19016   Tier2 Engineer.Scientist                  202000
## 19025   Tier2 Engineer.Scientist                  196000
## 19026   FAANG Engineer.Scientist                  235000
## 19032   Tier2 Engineer.Scientist                  142000
## 19033   Other Engineer.Scientist                  325000
## 19044   Tier2 Engineer.Scientist                  139000
## 19046   Other Engineer.Scientist                  250000
## 19051   Other Engineer.Scientist                  185000
## 19055   Other Engineer.Scientist                  200000
## 19057   Tier2 Engineer.Scientist                  168000
## 19059   Tier2 Engineer.Scientist                  290000
## 19069   Tier2 Engineer.Scientist                  232000
## 19075   Tier2          BUSI.MGMT                  158000
## 19079   FAANG Engineer.Scientist                  220000
## 19081   Other Engineer.Scientist                  240000
## 19090   Tier2 Engineer.Scientist                  230000
## 19093   Tier2 Engineer.Scientist                  253000
## 19097   FAANG Engineer.Scientist                  184000
## 19098   Other Engineer.Scientist                  545000
## 19099   Other Engineer.Scientist                  120000
## 19101   Tier2          BUSI.MGMT                  193000
## 19114   Tier2          BUSI.MGMT                  251000
## 19118   FAANG Engineer.Scientist                  254000
## 19121   Tier2 Engineer.Scientist                  186000
## 19125   Other Engineer.Scientist                  144000
## 19133   Tier2 Engineer.Scientist                   91000
## 19135   Tier2 Engineer.Scientist                  140000
## 19136   FAANG Engineer.Scientist                  305000
## 19140   Tier2 Engineer.Scientist                  155000
## 19144   FAANG Engineer.Scientist                  152000
## 19151   Other          BUSI.MGMT                  254000
## 19154   Tier2 Engineer.Scientist                  187000
## 19158   Other Engineer.Scientist                  165000
## 19164   Tier2          BUSI.MGMT                  290000
## 19168   FAANG Engineer.Scientist                  400000
## 19179   Other Engineer.Scientist                  500000
## 19186   FAANG Engineer.Scientist                  399000
## 19190   Other Engineer.Scientist                   66000
## 19191   Other Engineer.Scientist                  115000
## 19193   FAANG Engineer.Scientist                  165000
## 19194   Tier2          BUSI.MGMT                  180000
## 19203   Tier2 Engineer.Scientist                  176000
## 19204   Tier2 Engineer.Scientist                  164000
## 19206   Tier2 Engineer.Scientist                  258000
## 19212   FAANG Engineer.Scientist                  220000
## 19215   FAANG              Other                  340000
## 19217   FAANG Engineer.Scientist                  350000
## 19221   Tier2 Engineer.Scientist                  135000
## 19222   FAANG Engineer.Scientist                  222000
## 19229   FAANG Engineer.Scientist                  162000
## 19234   Tier2 Engineer.Scientist                  204000
## 19236   Tier2          BUSI.MGMT                  172000
## 19238   Other Engineer.Scientist                  194000
## 19242   Tier2 Engineer.Scientist                  630000
## 19246   Tier2 Engineer.Scientist                  190000
## 19247   FAANG Engineer.Scientist                  222000
## 19252   Tier2 Engineer.Scientist                  210000
## 19253   Other Engineer.Scientist                  178000
## 19254   FAANG              Other                  167000
## 19261   FAANG Engineer.Scientist                  595000
## 19263   FAANG Engineer.Scientist                  184000
## 19274   FAANG Engineer.Scientist                  195000
## 19275   FAANG Engineer.Scientist                  239000
## 19277   Tier2 Engineer.Scientist                  202000
## 19282   FAANG Engineer.Scientist                  190000
## 19284   FAANG Engineer.Scientist                  207000
## 19287   Other Engineer.Scientist                  267000
## 19288   Tier2 Engineer.Scientist                  170000
## 19291   FAANG Engineer.Scientist                  230000
## 19292   Tier2 Engineer.Scientist                  145000
## 19296   FAANG Engineer.Scientist                  250000
## 19299   Tier2 Engineer.Scientist                  330000
## 19300   Tier2          BUSI.MGMT                  298000
## 19304   Tier2          BUSI.MGMT                  280000
## 19305   Other Engineer.Scientist                  160000
## 19312   FAANG Engineer.Scientist                  320000
## 19313   Other Engineer.Scientist                  164000
## 19316   FAANG Engineer.Scientist                  296000
## 19318   Tier2 Engineer.Scientist                  211000
## 19325   Tier2 Engineer.Scientist                  207000
## 19331   FAANG Engineer.Scientist                  374000
## 19334   FAANG Engineer.Scientist                  375000
## 19340   Tier2 Engineer.Scientist                  200000
## 19342   FAANG Engineer.Scientist                  205000
## 19345   Other Engineer.Scientist                  100000
## 19348   Other Engineer.Scientist                  147000
## 19350   Tier2 Engineer.Scientist                  108000
## 19351   FAANG Engineer.Scientist                  210000
## 19354   FAANG Engineer.Scientist                  460000
## 19355   FAANG          BUSI.MGMT                  243000
## 19356   FAANG Engineer.Scientist                  284000
## 19362   Tier2 Engineer.Scientist                  167000
## 19371   FAANG Engineer.Scientist                  260000
## 19374   Other          BUSI.MGMT                   25000
## 19375   Tier2              Other                  290000
## 19379   Other Engineer.Scientist                  160000
## 19384   Other Engineer.Scientist                  210000
## 19385   Tier2          BUSI.MGMT                  192000
## 19386   Other Engineer.Scientist                  275000
## 19389   FAANG Engineer.Scientist                  220000
## 19393   Tier2          BUSI.MGMT                  250000
## 19396   Other Engineer.Scientist                  167000
## 19404   Other Engineer.Scientist                  314000
## 19407   Tier2 Engineer.Scientist                  320000
## 19409   FAANG Engineer.Scientist                  205000
## 19413   FAANG Engineer.Scientist                  320000
## 19417   Tier2 Engineer.Scientist                  205000
## 19423   Tier2 Engineer.Scientist                  290000
## 19424   Other Engineer.Scientist                  412000
## 19434   Other Engineer.Scientist                  108000
## 19435   Tier2 Engineer.Scientist                  154000
## 19437   Tier2          BUSI.MGMT                  104000
## 19439   Other          BUSI.MGMT                  230000
## 19443   Tier2 Engineer.Scientist                   70000
## 19444   Tier2 Engineer.Scientist                  144000
## 19449   FAANG Engineer.Scientist                  195000
## 19454   Tier2 Engineer.Scientist                  175000
## 19456   FAANG Engineer.Scientist                  276000
## 19464   FAANG          BUSI.MGMT                  235000
## 19470   Other Engineer.Scientist                  360000
## 19474   Tier2 Engineer.Scientist                  154000
## 19475   FAANG Engineer.Scientist                  168000
## 19476   Other          BUSI.MGMT                  156000
## 19478   FAANG Engineer.Scientist                  257000
## 19479   Tier2 Engineer.Scientist                  450000
## 19485   FAANG Engineer.Scientist                  178000
## 19488   FAANG Engineer.Scientist                  525000
## 19489   Tier2 Engineer.Scientist                  192000
## 19492   Tier2 Engineer.Scientist                  185000
## 19494   FAANG          BUSI.MGMT                  320000
## 19498   FAANG Engineer.Scientist                  191000
## 19503   FAANG Engineer.Scientist                  287000
## 19521   FAANG          BUSI.MGMT                  441000
## 19522   FAANG Engineer.Scientist                  276000
## 19533   FAANG Engineer.Scientist                  148000
## 19535   FAANG Engineer.Scientist                  228000
## 19539   Tier2 Engineer.Scientist                  225000
## 19547   Other Engineer.Scientist                  147000
## 19549   Tier2 Engineer.Scientist                  241000
## 19552   FAANG Engineer.Scientist                  137000
## 19553   Tier2 Engineer.Scientist                  200000
## 19556   FAANG          BUSI.MGMT                  307000
## 19557   Tier2 Engineer.Scientist                  260000
## 19558   Other Engineer.Scientist                  140000
## 19560   Tier2 Engineer.Scientist                  220000
## 19561   Tier2 Engineer.Scientist                  153000
## 19562   FAANG Engineer.Scientist                  485000
## 19566   FAANG Engineer.Scientist                  263000
## 19569   Tier2 Engineer.Scientist                  230000
## 19570   FAANG Engineer.Scientist                  151000
## 19573   Other Engineer.Scientist                  360000
## 19577   Tier2              Other                  225000
## 19579   Tier2          BUSI.MGMT                  124000
## 19584   Tier2          BUSI.MGMT                  490000
## 19586   Other Engineer.Scientist                  260000
## 19588   Tier2 Engineer.Scientist                  451000
## 19589   FAANG Engineer.Scientist                  320000
## 19592   FAANG Engineer.Scientist                  263000
## 19606   FAANG Engineer.Scientist                  105000
## 19611   FAANG Engineer.Scientist                  213000
## 19612   Tier2 Engineer.Scientist                  389000
## 19615   Other Engineer.Scientist                  200000
## 19618   FAANG Engineer.Scientist                  400000
## 19619   Other Engineer.Scientist                  126000
## 19621   Tier2 Engineer.Scientist                  207000
## 19622   Tier2 Engineer.Scientist                  218000
## 19624   Other Engineer.Scientist                  348000
## 19626   FAANG Engineer.Scientist                  183000
## 19634   FAANG Engineer.Scientist                  295000
## 19638   Other Engineer.Scientist                  150000
## 19646   Tier2 Engineer.Scientist                  270000
## 19654   Tier2 Engineer.Scientist                  182000
## 19655   FAANG          BUSI.MGMT                  150000
## 19657   Other Engineer.Scientist                  200000
## 19659   Tier2 Engineer.Scientist                  332000
## 19663   Other          BUSI.MGMT                  150000
## 19664   Tier2 Engineer.Scientist                  230000
## 19665   FAANG              Other                  215000
## 19667   Other Engineer.Scientist                  220000
## 19668   Other Engineer.Scientist                  175000
## 19674   FAANG Engineer.Scientist                  258000
## 19678   Tier2 Engineer.Scientist                  240000
## 19681   Other Engineer.Scientist                   91000
## 19689   Other Engineer.Scientist                   69000
## 19690   FAANG              Other                  124000
## 19693   FAANG          BUSI.MGMT                  310000
## 19694   FAANG              Other                  220000
## 19701   FAANG Engineer.Scientist                  292000
## 19710   Tier2          BUSI.MGMT                  172000
## 19713   Other Engineer.Scientist                  192000
## 19718   Other              Other                  200000
## 19723   Other Engineer.Scientist                  286000
## 19724   FAANG Engineer.Scientist                  205000
## 19726   Other Engineer.Scientist                  122000
## 19728   Tier2 Engineer.Scientist                  280000
## 19734   FAANG Engineer.Scientist                  325000
## 19738   Other Engineer.Scientist                  132000
## 19741   FAANG Engineer.Scientist                  190000
## 19749   Other Engineer.Scientist                  190000
## 19750   Other Engineer.Scientist                  257000
## 19752   Other Engineer.Scientist                  112000
## 19759   Tier2 Engineer.Scientist                  128000
## 19767   Tier2          BUSI.MGMT                  168000
## 19774   Tier2 Engineer.Scientist                  600000
## 19775   FAANG              Other                  170000
## 19776   Other Engineer.Scientist                  172000
## 19777   FAANG Engineer.Scientist                  170000
## 19779   FAANG Engineer.Scientist                  165000
## 19781   Tier2 Engineer.Scientist                  200000
## 19788   FAANG Engineer.Scientist                  183000
## 19789   FAANG              Other                  950000
## 19791   Tier2 Engineer.Scientist                  190000
## 19792   Other Engineer.Scientist                  153000
## 19793   Tier2 Engineer.Scientist                  195000
## 19794   Tier2 Engineer.Scientist                  108000
## 19795   Other Engineer.Scientist                  165000
## 19796   Other Engineer.Scientist                  217000
## 19798   Other          BUSI.MGMT                  175000
## 19799   FAANG Engineer.Scientist                  248000
## 19804   Tier2 Engineer.Scientist                  256000
## 19807   FAANG Engineer.Scientist                  391000
## 19809   Tier2          BUSI.MGMT                  183000
## 19820   FAANG Engineer.Scientist                  140000
## 19826   Other          BUSI.MGMT                  126000
## 19829   Other          BUSI.MGMT                  219000
## 19830   Tier2 Engineer.Scientist                   50000
## 19839   Other Engineer.Scientist                  205000
## 19840   Tier2              Other                  297000
## 19843   Tier2 Engineer.Scientist                  204000
## 19844   Tier2              Other                  235000
## 19849   FAANG Engineer.Scientist                  193000
## 19852   FAANG Engineer.Scientist                  168000
## 19857   Tier2 Engineer.Scientist                  124000
## 19859   Other Engineer.Scientist                  190000
## 19860   FAANG Engineer.Scientist                  246000
## 19861   Tier2          BUSI.MGMT                   60000
## 19865   FAANG Engineer.Scientist                  375000
## 19869   FAANG Engineer.Scientist                  285000
## 19873   FAANG Engineer.Scientist                  350000
## 19874   FAANG Engineer.Scientist                  350000
## 19876   Tier2 Engineer.Scientist                  162000
## 19879   Other Engineer.Scientist                  270000
## 19880   FAANG          BUSI.MGMT                  295000
## 19881   Tier2          BUSI.MGMT                  370000
## 19885   FAANG              Other                  295000
## 19887   Tier2 Engineer.Scientist                  168000
## 19899   Other Engineer.Scientist                  319000
## 19901   Tier2 Engineer.Scientist                  200000
## 19903   FAANG Engineer.Scientist                  325000
## 19906   FAANG Engineer.Scientist                  252000
## 19908   FAANG              Other                  272000
## 19912   Tier2 Engineer.Scientist                  215000
## 19913   FAANG Engineer.Scientist                  250000
## 19917   Tier2 Engineer.Scientist                  219000
## 19919   FAANG          BUSI.MGMT                  419000
## 19922   FAANG          BUSI.MGMT                  301000
## 19931   Tier2          BUSI.MGMT                  530000
## 19932   Tier2 Engineer.Scientist                  331000
## 19938   FAANG Engineer.Scientist                  167000
## 19943   FAANG          BUSI.MGMT                  427000
## 19944   Tier2 Engineer.Scientist                  160000
## 19946   FAANG Engineer.Scientist                  184000
## 19948   FAANG Engineer.Scientist                  217000
## 19956   Tier2 Engineer.Scientist                  220000
## 19958   Tier2 Engineer.Scientist                  102000
## 19961   FAANG Engineer.Scientist                  193000
## 19967   Tier2 Engineer.Scientist                  138000
## 19970   Other Engineer.Scientist                  185000
## 19971   Other Engineer.Scientist                  120000
## 19972   FAANG          BUSI.MGMT                  315000
## 19978   Tier2              Other                   60000
## 19979   FAANG Engineer.Scientist                   90000
## 19983   Other Engineer.Scientist                  237000
## 19985   Tier2 Engineer.Scientist                  102000
## 19986   Other Engineer.Scientist                  152000
## 19988   FAANG          BUSI.MGMT                  360000
## 19989   Tier2 Engineer.Scientist                   63000
## 19997   Tier2 Engineer.Scientist                  230000
## 20001   Other          BUSI.MGMT                  500000
## 20003   Other Engineer.Scientist                   75000
## 20004   FAANG Engineer.Scientist                  343000
## 20005   FAANG          BUSI.MGMT                  310000
## 20010   Tier2          BUSI.MGMT                  220000
## 20015   Other Engineer.Scientist                  280000
## 20018   Tier2 Engineer.Scientist                  190000
## 20021   Tier2 Engineer.Scientist                  160000
## 20024   Other Engineer.Scientist                  155000
## 20025   Tier2 Engineer.Scientist                  175000
## 20037   Other Engineer.Scientist                  263000
## 20041   Other          BUSI.MGMT                  250000
## 20043   Other Engineer.Scientist                  121000
## 20045   Other Engineer.Scientist                   36000
## 20050   Other Engineer.Scientist                  272000
## 20051   Tier2 Engineer.Scientist                  312000
## 20054   Tier2 Engineer.Scientist                  410000
## 20055   Other Engineer.Scientist                   70000
## 20060   FAANG Engineer.Scientist                   86000
## 20062   Other Engineer.Scientist                  120000
## 20068   FAANG Engineer.Scientist                  242000
## 20069   Tier2 Engineer.Scientist                  209000
## 20071   Tier2 Engineer.Scientist                  227000
## 20074   Other          BUSI.MGMT                  165000
## 20077   FAANG          BUSI.MGMT                  480000
## 20082   Other Engineer.Scientist                  500000
## 20089   Tier2 Engineer.Scientist                   47000
## 20091   Tier2 Engineer.Scientist                  292000
## 20093   Other Engineer.Scientist                  190000
## 20102   Tier2 Engineer.Scientist                  626000
## 20104   Tier2 Engineer.Scientist                  200000
## 20105   Tier2 Engineer.Scientist                  250000
## 20108   FAANG Engineer.Scientist                  214000
## 20113   FAANG Engineer.Scientist                  360000
## 20115   Other Engineer.Scientist                  129000
## 20116   Tier2          BUSI.MGMT                  350000
## 20119   Other Engineer.Scientist                  150000
## 20128   Tier2 Engineer.Scientist                  152000
## 20131   Tier2 Engineer.Scientist                   42000
## 20132   Other              Other                  144000
## 20134   FAANG Engineer.Scientist                  120000
## 20136   Tier2              Other                  420000
## 20140   FAANG Engineer.Scientist                  213000
## 20145   FAANG Engineer.Scientist                  680000
## 20154   Other Engineer.Scientist                  140000
## 20158   Tier2 Engineer.Scientist                  157000
## 20161   Other Engineer.Scientist                  213000
## 20166   FAANG Engineer.Scientist                  265000
## 20167   FAANG Engineer.Scientist                  265000
## 20171   FAANG Engineer.Scientist                  526000
## 20173   Other Engineer.Scientist                  483000
## 20175   Other Engineer.Scientist                  194000
## 20185   Other          BUSI.MGMT                  139000
## 20193   Tier2 Engineer.Scientist                  158000
## 20194   Tier2          BUSI.MGMT                  320000
## 20198   Other Engineer.Scientist                  135000
## 20203   FAANG          BUSI.MGMT                  188000
## 20212   Tier2 Engineer.Scientist                  172000
## 20222   Tier2 Engineer.Scientist                  150000
## 20223   FAANG Engineer.Scientist                  300000
## 20224   Tier2 Engineer.Scientist                  287000
## 20229   Tier2          BUSI.MGMT                  300000
## 20233   Tier2 Engineer.Scientist                  156000
## 20234   Tier2 Engineer.Scientist                  156000
## 20236   Other Engineer.Scientist                   86000
## 20240   Tier2          BUSI.MGMT                  149000
## 20243   Tier2 Engineer.Scientist                  214000
## 20245   FAANG Engineer.Scientist                  588000
## 20252   Other          BUSI.MGMT                  200000
## 20253   FAANG Engineer.Scientist                  285000
## 20254   Other Engineer.Scientist                  397000
## 20256   Other Engineer.Scientist                  147000
## 20262   Tier2 Engineer.Scientist                  143000
## 20267   FAANG          BUSI.MGMT                  400000
## 20273   Other          BUSI.MGMT                  123000
## 20274   Tier2 Engineer.Scientist                  150000
## 20276   FAANG Engineer.Scientist                  280000
## 20278   Other Engineer.Scientist                  300000
## 20281   Tier2 Engineer.Scientist                  265000
## 20287   Tier2 Engineer.Scientist                  310000
## 20290   Other          BUSI.MGMT                   68000
## 20302   FAANG          BUSI.MGMT                  415000
## 20310   Tier2          BUSI.MGMT                  150000
## 20313   Tier2 Engineer.Scientist                  154000
## 20318   FAANG Engineer.Scientist                  420000
## 20321   Tier2 Engineer.Scientist                  400000
## 20324   Tier2 Engineer.Scientist                  117000
## 20329   Other Engineer.Scientist                  265000
## 20332   Other Engineer.Scientist                  295000
## 20339   Tier2 Engineer.Scientist                  215000
## 20340   Other Engineer.Scientist                  257000
## 20349   FAANG Engineer.Scientist                  175000
## 20351   FAANG Engineer.Scientist                  264000
## 20353   Tier2 Engineer.Scientist                  108000
## 20354   Other Engineer.Scientist                  228000
## 20358   Tier2 Engineer.Scientist                  236000
## 20360   Tier2 Engineer.Scientist                  162000
## 20364   Tier2 Engineer.Scientist                  144000
## 20365   Other Engineer.Scientist                  160000
## 20366   Other          BUSI.MGMT                   85000
## 20372   FAANG              Other                  210000
## 20375   FAANG          BUSI.MGMT                  389000
## 20380   FAANG          BUSI.MGMT                   70000
## 20382   Tier2          BUSI.MGMT                  283000
## 20388   FAANG Engineer.Scientist                  180000
## 20389   Other Engineer.Scientist                  215000
## 20392   Tier2 Engineer.Scientist                  121000
## 20397   Tier2 Engineer.Scientist                  185000
## 20410   FAANG Engineer.Scientist                  322000
## 20418   Tier2          BUSI.MGMT                   87000
## 20420   FAANG Engineer.Scientist                  257000
## 20422   Tier2          BUSI.MGMT                  450000
## 20440   Tier2 Engineer.Scientist                  160000
## 20443   Other              Other                  157000
## 20447   Tier2 Engineer.Scientist                  123000
## 20451   Other Engineer.Scientist                  380000
## 20452   Tier2 Engineer.Scientist                  147000
## 20463   FAANG Engineer.Scientist                  925000
## 20466   Other          BUSI.MGMT                  141000
## 20470   Tier2 Engineer.Scientist                  175000
## 20477   Other          BUSI.MGMT                  230000
## 20482   Tier2 Engineer.Scientist                  267000
## 20484   Other Engineer.Scientist                  186000
## 20485   Tier2 Engineer.Scientist                  120000
## 20490   FAANG Engineer.Scientist                  212000
## 20491   Tier2 Engineer.Scientist                  248000
## 20493   Tier2 Engineer.Scientist                  270000
## 20495   Tier2 Engineer.Scientist                  350000
## 20497   Tier2 Engineer.Scientist                  318000
## 20512   FAANG Engineer.Scientist                  178000
## 20513   FAANG Engineer.Scientist                  229000
## 20514   Tier2 Engineer.Scientist                  163000
## 20515   FAANG Engineer.Scientist                  410000
## 20520   Other          BUSI.MGMT                  217000
## 20521   Tier2 Engineer.Scientist                  264000
## 20527   Other Engineer.Scientist                  235000
## 20530   FAANG Engineer.Scientist                  232000
## 20531   Tier2          BUSI.MGMT                  250000
## 20536   Tier2 Engineer.Scientist                  165000
## 20539   Tier2          BUSI.MGMT                  210000
## 20542   Other Engineer.Scientist                   75000
## 20543   Tier2 Engineer.Scientist                  230000
## 20545   Other Engineer.Scientist                  200000
## 20548   Other Engineer.Scientist                  150000
## 20552   Tier2 Engineer.Scientist                  300000
## 20553   Tier2 Engineer.Scientist                  108000
## 20570   FAANG Engineer.Scientist                  588000
## 20576   Tier2 Engineer.Scientist                  251000
## 20584   Tier2 Engineer.Scientist                  188000
## 20587   Other Engineer.Scientist                  180000
## 20592   FAANG          BUSI.MGMT                  385000
## 20593   FAANG          BUSI.MGMT                  160000
## 20596   FAANG Engineer.Scientist                  105000
## 20597   Tier2 Engineer.Scientist                  128000
## 20598   Tier2 Engineer.Scientist                   68000
## 20602   FAANG          BUSI.MGMT                  325000
## 20608   Tier2 Engineer.Scientist                  360000
## 20611   Tier2          BUSI.MGMT                  176000
## 20613   Tier2              Other                  235000
## 20615   Tier2 Engineer.Scientist                  205000
## 20616   Other Engineer.Scientist                   73000
## 20617   Other          BUSI.MGMT                  245000
## 20619   FAANG Engineer.Scientist                  487000
## 20624   FAANG Engineer.Scientist                  320000
## 20626   FAANG Engineer.Scientist                  260000
## 20629   Other Engineer.Scientist                  239000
## 20630   Tier2          BUSI.MGMT                  170000
## 20633   Tier2 Engineer.Scientist                  188000
## 20634   FAANG Engineer.Scientist                  220000
## 20636   FAANG Engineer.Scientist                  167000
## 20639   Other Engineer.Scientist                  244000
## 20641   Other Engineer.Scientist                  162000
## 20647   Tier2 Engineer.Scientist                  225000
## 20649   FAANG Engineer.Scientist                  225000
## 20653   Tier2 Engineer.Scientist                  700000
## 20655   Tier2 Engineer.Scientist                  149000
## 20663   Tier2 Engineer.Scientist                  150000
## 20664   Tier2 Engineer.Scientist                  350000
## 20670   FAANG          BUSI.MGMT                  240000
## 20671   FAANG          BUSI.MGMT                  153000
## 20679   Other Engineer.Scientist                  212000
## 20680   FAANG Engineer.Scientist                  405000
## 20685   Tier2 Engineer.Scientist                  220000
## 20691   Tier2 Engineer.Scientist                  246000
## 20695   FAANG Engineer.Scientist                  326000
## 20707   Tier2          BUSI.MGMT                  198000
## 20712   FAANG Engineer.Scientist                  470000
## 20715   Tier2 Engineer.Scientist                  165000
## 20719   FAANG Engineer.Scientist                  259000
## 20721   FAANG Engineer.Scientist                  200000
## 20727   FAANG Engineer.Scientist                  290000
## 20728   Tier2          BUSI.MGMT                  194000
## 20735   Tier2 Engineer.Scientist                  275000
## 20738   Tier2 Engineer.Scientist                  243000
## 20742   FAANG Engineer.Scientist                  201000
## 20743   Other Engineer.Scientist                  165000
## 20748   FAANG Engineer.Scientist                  200000
## 20749   FAANG Engineer.Scientist                  228000
## 20753   Tier2 Engineer.Scientist                  155000
## 20758   FAANG          BUSI.MGMT                  225000
## 20761   Other Engineer.Scientist                   70000
## 20763   FAANG          BUSI.MGMT                  275000
## 20769   Tier2 Engineer.Scientist                  500000
## 20773   Tier2 Engineer.Scientist                  200000
## 20775   FAANG Engineer.Scientist                  247000
## 20777   Tier2 Engineer.Scientist                  200000
## 20782   Tier2 Engineer.Scientist                  500000
## 20786   Tier2 Engineer.Scientist                  133000
## 20787   Other Engineer.Scientist                  195000
## 20792   FAANG          BUSI.MGMT                  370000
## 20794   FAANG Engineer.Scientist                  440000
## 20796   Tier2 Engineer.Scientist                  207000
## 20797   Tier2          BUSI.MGMT                  262000
## 20799   Other Engineer.Scientist                  160000
## 20805   Other Engineer.Scientist                   90000
## 20815   FAANG Engineer.Scientist                  132000
## 20821   Other Engineer.Scientist                   77000
## 20825   Other Engineer.Scientist                  162000
## 20827   FAANG Engineer.Scientist                  270000
## 20828   FAANG Engineer.Scientist                  277000
## 20830   Tier2          BUSI.MGMT                  120000
## 20838   FAANG Engineer.Scientist                  334000
## 20842   Other Engineer.Scientist                  408000
## 20848   FAANG Engineer.Scientist                  345000
## 20852   FAANG Engineer.Scientist                  280000
## 20853   FAANG Engineer.Scientist                  258000
## 20857   Tier2          BUSI.MGMT                  124000
## 20860   Tier2 Engineer.Scientist                  230000
## 20863   Tier2 Engineer.Scientist                  180000
## 20875   FAANG Engineer.Scientist                  309000
## 20877   Tier2 Engineer.Scientist                  137000
## 20892   Other Engineer.Scientist                  102000
## 20897   FAANG Engineer.Scientist                  221000
## 20899   Tier2 Engineer.Scientist                  150000
## 20904   Tier2 Engineer.Scientist                  125000
## 20907   Tier2 Engineer.Scientist                  230000
## 20908   FAANG          BUSI.MGMT                  210000
## 20909   Tier2 Engineer.Scientist                  220000
## 20912   Tier2          BUSI.MGMT                  220000
## 20914   FAANG          BUSI.MGMT                  236000
## 20921   Other          BUSI.MGMT                  206000
## 20924   FAANG Engineer.Scientist                  280000
## 20928   Other Engineer.Scientist                  550000
## 20930   Other Engineer.Scientist                  400000
## 20933   Tier2 Engineer.Scientist                  140000
## 20936   FAANG Engineer.Scientist                  200000
## 20937   FAANG Engineer.Scientist                  565000
## 20940   Other          BUSI.MGMT                  133000
## 20942   Tier2 Engineer.Scientist                  140000
## 20944   Other Engineer.Scientist                  113000
## 20951   Tier2 Engineer.Scientist                  150000
## 20954   FAANG Engineer.Scientist                  376000
## 20955   Other Engineer.Scientist                  175000
## 20957   FAANG          BUSI.MGMT                  550000
## 20959   Other Engineer.Scientist                  249000
## 20960   Tier2 Engineer.Scientist                  311000
## 20964   Other Engineer.Scientist                  176000
## 20965   Tier2 Engineer.Scientist                  196000
## 20966   Other          BUSI.MGMT                  300000
## 20970   Tier2 Engineer.Scientist                  315000
## 20977   Tier2 Engineer.Scientist                  285000
## 20986   Tier2              Other                  165000
## 20988   FAANG Engineer.Scientist                  247000
## 20991   FAANG              Other                  178000
## 21000   FAANG Engineer.Scientist                  420000
## 21005   Tier2 Engineer.Scientist                   67000
## 21006   Other Engineer.Scientist                  185000
## 21012   Other Engineer.Scientist                   62000
## 21014   FAANG          BUSI.MGMT                  220000
## 21019   Other Engineer.Scientist                   63000
## 21028   FAANG Engineer.Scientist                  247000
## 21039   FAANG Engineer.Scientist                   87000
## 21040   Other Engineer.Scientist                   90000
## 21041   FAANG Engineer.Scientist                  250000
## 21044   FAANG Engineer.Scientist                  415000
## 21048   Tier2          BUSI.MGMT                  250000
## 21050   Tier2 Engineer.Scientist                  153000
## 21051   Tier2              Other                  105000
## 21054   FAANG Engineer.Scientist                  170000
## 21056   Tier2              Other                  212000
## 21058   Other Engineer.Scientist                  290000
## 21066   FAANG Engineer.Scientist                  165000
## 21069   Tier2 Engineer.Scientist                  470000
## 21074   FAANG          BUSI.MGMT                  365000
## 21076   FAANG          BUSI.MGMT                  220000
## 21079   Tier2 Engineer.Scientist                  173000
## 21080   Tier2 Engineer.Scientist                  220000
## 21082   FAANG          BUSI.MGMT                  325000
## 21085   Tier2 Engineer.Scientist                  420000
## 21090   Other Engineer.Scientist                  200000
## 21093   Tier2 Engineer.Scientist                  372000
## 21101   Tier2          BUSI.MGMT                  228000
## 21106   Tier2 Engineer.Scientist                  159000
## 21109   FAANG Engineer.Scientist                  196000
## 21110   FAANG Engineer.Scientist                  405000
## 21111   Tier2 Engineer.Scientist                  167000
## 21114   FAANG          BUSI.MGMT                  197000
## 21116   Tier2          BUSI.MGMT                  250000
## 21127   FAANG          BUSI.MGMT                  405000
## 21128   Tier2 Engineer.Scientist                  141000
## 21129   Tier2 Engineer.Scientist                  168000
## 21130   FAANG Engineer.Scientist                  383000
## 21133   Tier2 Engineer.Scientist                  141000
## 21136   FAANG Engineer.Scientist                  225000
## 21139   Other Engineer.Scientist                  380000
## 21144   Tier2 Engineer.Scientist                  153000
## 21146   FAANG Engineer.Scientist                  495000
## 21147   Tier2 Engineer.Scientist                  133000
## 21148   Other Engineer.Scientist                  108000
## 21149   Tier2 Engineer.Scientist                  177000
## 21150   Other Engineer.Scientist                  192000
## 21155   Other Engineer.Scientist                   33000
## 21157   Other Engineer.Scientist                  550000
## 21161   FAANG Engineer.Scientist                  134000
## 21166   Other Engineer.Scientist                   50000
## 21167   FAANG Engineer.Scientist                  256000
## 21176   FAANG Engineer.Scientist                  152000
## 21178   Tier2 Engineer.Scientist                  176000
## 21181   Other Engineer.Scientist                  170000
## 21182   Other Engineer.Scientist                   95000
## 21186   FAANG Engineer.Scientist                  208000
## 21192   Tier2          BUSI.MGMT                  139000
## 21195   Other Engineer.Scientist                  232000
## 21197   Other Engineer.Scientist                  180000
## 21198   Tier2 Engineer.Scientist                  213000
## 21199   FAANG Engineer.Scientist                  395000
## 21201   Tier2 Engineer.Scientist                  245000
## 21203   Tier2 Engineer.Scientist                  255000
## 21205   FAANG Engineer.Scientist                  175000
## 21208   FAANG Engineer.Scientist                  300000
## 21210   Tier2 Engineer.Scientist                  174000
## 21215   FAANG Engineer.Scientist                  280000
## 21219   Other          BUSI.MGMT                  110000
## 21221   Tier2              Other                  288000
## 21222   Other Engineer.Scientist                  240000
## 21229   Other Engineer.Scientist                  490000
## 21230   FAANG Engineer.Scientist                  289000
## 21242   Tier2 Engineer.Scientist                  220000
## 21247   Tier2          BUSI.MGMT                  220000
## 21248   Tier2 Engineer.Scientist                  188000
## 21250   FAANG Engineer.Scientist                  370000
## 21253   Other Engineer.Scientist                  165000
## 21255   Other Engineer.Scientist                   84000
## 21256   Tier2 Engineer.Scientist                  296000
## 21258   Tier2 Engineer.Scientist                  208000
## 21274   Tier2 Engineer.Scientist                  330000
## 21277   Other Engineer.Scientist                  130000
## 21281   FAANG Engineer.Scientist                  298000
## 21293   Other              Other                  150000
## 21303   FAANG Engineer.Scientist                  320000
## 21307   Other Engineer.Scientist                  500000
## 21309   Tier2 Engineer.Scientist                  462000
## 21311   FAANG          BUSI.MGMT                  110000
## 21313   FAANG          BUSI.MGMT                  460000
## 21329   Tier2 Engineer.Scientist                  350000
## 21332   Other Engineer.Scientist                  177000
## 21334   FAANG Engineer.Scientist                  250000
## 21337   FAANG Engineer.Scientist                  183000
## 21338   FAANG Engineer.Scientist                  244000
## 21340   Tier2          BUSI.MGMT                   69000
## 21341   Other Engineer.Scientist                  393000
## 21342   Other Engineer.Scientist                  120000
## 21343   Tier2          BUSI.MGMT                  160000
## 21351   FAANG Engineer.Scientist                  315000
## 21352   FAANG Engineer.Scientist                  286000
## 21354   Tier2 Engineer.Scientist                  250000
## 21355   Other Engineer.Scientist                  240000
## 21361   FAANG Engineer.Scientist                  410000
## 21368   Tier2          BUSI.MGMT                  200000
## 21372   FAANG Engineer.Scientist                  201000
## 21381   Tier2 Engineer.Scientist                  167000
## 21400   Tier2 Engineer.Scientist                  178000
## 21407   Tier2 Engineer.Scientist                  140000
## 21411   Tier2 Engineer.Scientist                   97000
## 21415   Other Engineer.Scientist                   77000
## 21418   FAANG Engineer.Scientist                  307000
## 21423   Other Engineer.Scientist                  325000
## 21429   Other Engineer.Scientist                  222000
## 21430   FAANG Engineer.Scientist                  300000
## 21435   Other Engineer.Scientist                   79000
## 21436   Tier2 Engineer.Scientist                  200000
## 21439   Tier2              Other                  147000
## 21451   Tier2 Engineer.Scientist                  268000
## 21452   Tier2 Engineer.Scientist                  240000
## 21468   FAANG          BUSI.MGMT                  191000
## 21471   FAANG          BUSI.MGMT                  250000
## 21473   Tier2 Engineer.Scientist                  238000
## 21476   FAANG          BUSI.MGMT                  200000
## 21484   Tier2 Engineer.Scientist                  466000
## 21486   Tier2 Engineer.Scientist                  175000
## 21496   Tier2 Engineer.Scientist                  115000
## 21498   Other          BUSI.MGMT                  136000
## 21506   Other Engineer.Scientist                  465000
## 21509   Tier2 Engineer.Scientist                  118000
## 21516   Other Engineer.Scientist                  175000
## 21522   Other          BUSI.MGMT                  240000
## 21538   Other Engineer.Scientist                  237000
## 21543   Tier2          BUSI.MGMT                  232000
## 21552   Other Engineer.Scientist                  280000
## 21565   FAANG Engineer.Scientist                  342000
## 21575   FAANG          BUSI.MGMT                  194000
## 21582   FAANG Engineer.Scientist                  218000
## 21583   Other Engineer.Scientist                  142000
## 21587   FAANG Engineer.Scientist                  292000
## 21590   FAANG Engineer.Scientist                  250000
## 21591   Tier2 Engineer.Scientist                  152000
## 21593   Tier2 Engineer.Scientist                  243000
## 21598   FAANG Engineer.Scientist                  410000
## 21600   Other Engineer.Scientist                  244000
## 21602   Tier2 Engineer.Scientist                  155000
## 21604   Other Engineer.Scientist                   98000
## 21613   Tier2 Engineer.Scientist                  158000
## 21616   Other          BUSI.MGMT                  135000
## 21621   Tier2 Engineer.Scientist                  190000
## 21622   Other              Other                  192000
## 21625   Tier2 Engineer.Scientist                  450000
## 21626   Tier2 Engineer.Scientist                  210000
## 21629   FAANG Engineer.Scientist                  330000
## 21632   FAANG Engineer.Scientist                  200000
## 21636   Other Engineer.Scientist                  440000
## 21637   FAANG Engineer.Scientist                  340000
## 21638   Tier2 Engineer.Scientist                  150000
## 21640   FAANG Engineer.Scientist                  239000
## 21641   Other Engineer.Scientist                   65000
## 21644   Tier2          BUSI.MGMT                  171000
## 21645   FAANG Engineer.Scientist                  171000
## 21646   Other Engineer.Scientist                  113000
## 21647   Other Engineer.Scientist                  160000
## 21661   Other Engineer.Scientist                   49000
## 21664   FAANG Engineer.Scientist                  305000
## 21665   Tier2 Engineer.Scientist                  540000
## 21670   Other Engineer.Scientist                  252000
## 21671   FAANG          BUSI.MGMT                  354000
## 21677   Tier2 Engineer.Scientist                  211000
## 21679   Other Engineer.Scientist                  227000
## 21696   Other Engineer.Scientist                  252000
## 21703   Other Engineer.Scientist                  157000
## 21705   FAANG          BUSI.MGMT                  307000
## 21713   FAANG Engineer.Scientist                  255000
## 21715   Other Engineer.Scientist                  220000
## 21716   Other Engineer.Scientist                  200000
## 21723   Other Engineer.Scientist                  190000
## 21726   Other Engineer.Scientist                  371000
## 21728   Tier2 Engineer.Scientist                  210000
## 21729   Tier2          BUSI.MGMT                  132000
## 21730   FAANG          BUSI.MGMT                  302000
## 21733   Other Engineer.Scientist                  120000
## 21736   Tier2          BUSI.MGMT                  154000
## 21739   Other          BUSI.MGMT                  145000
## 21741   Tier2 Engineer.Scientist                  280000
## 21748   FAANG Engineer.Scientist                  189000
## 21751   FAANG          BUSI.MGMT                  310000
## 21754   FAANG Engineer.Scientist                  231000
## 21756   FAANG Engineer.Scientist                  270000
## 21759   Other Engineer.Scientist                  334000
## 21764   Other Engineer.Scientist                  155000
## 21771   Other Engineer.Scientist                  174000
## 21773   Other Engineer.Scientist                  211000
## 21776   Tier2 Engineer.Scientist                  142000
## 21778   Other Engineer.Scientist                  289000
## 21785   Tier2 Engineer.Scientist                  230000
## 21788   Other Engineer.Scientist                  135000
## 21808   Other Engineer.Scientist                   56000
## 21815   Other Engineer.Scientist                  136000
## 21822   FAANG Engineer.Scientist                  192000
## 21823   Other          BUSI.MGMT                   42000
## 21826   FAANG Engineer.Scientist                  352000
## 21833   FAANG              Other                  243000
## 21844   FAANG Engineer.Scientist                  242000
## 21848   FAANG Engineer.Scientist                  526000
## 21850   FAANG Engineer.Scientist                   83000
## 21851   Tier2 Engineer.Scientist                  160000
## 21855   FAANG          BUSI.MGMT                  200000
## 21856   Tier2          BUSI.MGMT                  325000
## 21860   Tier2 Engineer.Scientist                  153000
## 21861   Tier2 Engineer.Scientist                  191000
## 21871   Tier2 Engineer.Scientist                  200000
## 21873   Other Engineer.Scientist                   64000
## 21874   Other Engineer.Scientist                  180000
## 21890   Other Engineer.Scientist                  318000
## 21892   Tier2 Engineer.Scientist                  200000
## 21897   FAANG Engineer.Scientist                  177000
## 21898   Other Engineer.Scientist                  280000
## 21900   Tier2          BUSI.MGMT                  242000
## 21902   Other Engineer.Scientist                  196000
## 21904   Tier2 Engineer.Scientist                  293000
## 21914   FAANG Engineer.Scientist                  293000
## 21915   Other Engineer.Scientist                  260000
## 21922   Tier2 Engineer.Scientist                  170000
## 21934   Tier2          BUSI.MGMT                  185000
## 21938   FAANG Engineer.Scientist                  120000
## 21939   Other Engineer.Scientist                  270000
## 21940   Tier2 Engineer.Scientist                  228000
## 21943   Tier2 Engineer.Scientist                  191000
## 21944   Other          BUSI.MGMT                  110000
## 21950   Other Engineer.Scientist                  220000
## 21951   Other          BUSI.MGMT                  113000
## 21955   Other Engineer.Scientist                  225000
## 21959   Other Engineer.Scientist                  108000
## 21964   Other Engineer.Scientist                  150000
## 21969   Other Engineer.Scientist                  100000
## 21976   Tier2 Engineer.Scientist                  716000
## 21978   Other Engineer.Scientist                  310000
## 21987   FAANG          BUSI.MGMT                  235000
## 21988   FAANG Engineer.Scientist                  180000
## 21990   Tier2 Engineer.Scientist                  105000
## 21994   Tier2          BUSI.MGMT                  268000
## 21995   FAANG Engineer.Scientist                  355000
## 21998   Other Engineer.Scientist                  235000
## 21999   Other Engineer.Scientist                   77000
## 22003   FAANG Engineer.Scientist                  260000
## 22004   FAANG Engineer.Scientist                  268000
## 22007   FAANG Engineer.Scientist                  270000
## 22008   Tier2 Engineer.Scientist                  439000
## 22011   Tier2          BUSI.MGMT                  280000
## 22014   FAANG Engineer.Scientist                  171000
## 22022   FAANG Engineer.Scientist                  168000
## 22027   Tier2 Engineer.Scientist                  280000
## 22031   Tier2 Engineer.Scientist                  155000
## 22035   FAANG Engineer.Scientist                  190000
## 22047   Other Engineer.Scientist                  165000
## 22048   Tier2 Engineer.Scientist                  269000
## 22050   Other Engineer.Scientist                  110000
## 22052   FAANG Engineer.Scientist                  190000
## 22054   Other Engineer.Scientist                  270000
## 22057   FAANG Engineer.Scientist                  332000
## 22059   Tier2 Engineer.Scientist                  295000
## 22061   FAANG Engineer.Scientist                  191000
## 22062   Tier2 Engineer.Scientist                  240000
## 22065   FAANG Engineer.Scientist                  327000
## 22068   Other Engineer.Scientist                  600000
## 22071   Tier2 Engineer.Scientist                  115000
## 22089   Other Engineer.Scientist                  160000
## 22104   Other Engineer.Scientist                  135000
## 22106   Tier2          BUSI.MGMT                  530000
## 22108   Tier2          BUSI.MGMT                  169000
## 22109   Other Engineer.Scientist                  200000
## 22110   FAANG Engineer.Scientist                  400000
## 22116   Tier2          BUSI.MGMT                  160000
## 22118   Tier2 Engineer.Scientist                  225000
## 22119   Tier2          BUSI.MGMT                   86000
## 22121   FAANG Engineer.Scientist                  410000
## 22123   Other              Other                   81000
## 22124   Other Engineer.Scientist                  180000
## 22125   FAANG Engineer.Scientist                  190000
## 22126   Other Engineer.Scientist                  222000
## 22131   Other          BUSI.MGMT                  135000
## 22133   Tier2 Engineer.Scientist                  134000
## 22134   Other Engineer.Scientist                  110000
## 22142   Tier2              Other                   96000
## 22143   Tier2 Engineer.Scientist                  123000
## 22144   Tier2          BUSI.MGMT                  105000
## 22149   Other Engineer.Scientist                  250000
## 22151   FAANG Engineer.Scientist                  500000
## 22152   Other              Other                  250000
## 22154   Other Engineer.Scientist                  103000
## 22155   Tier2 Engineer.Scientist                  650000
## 22156   Tier2 Engineer.Scientist                  228000
## 22160   Tier2 Engineer.Scientist                  207000
## 22161   FAANG          BUSI.MGMT                  445000
## 22162   FAANG Engineer.Scientist                  140000
## 22166   Tier2 Engineer.Scientist                  221000
## 22167   FAANG Engineer.Scientist                  414000
## 22170   Other          BUSI.MGMT                  185000
## 22172   Other Engineer.Scientist                  135000
## 22175   FAANG Engineer.Scientist                  200000
## 22177   Tier2 Engineer.Scientist                  186000
## 22178   Other Engineer.Scientist                  240000
## 22179   Other Engineer.Scientist                  115000
## 22180   FAANG Engineer.Scientist                  172000
## 22183   Tier2          BUSI.MGMT                  350000
## 22188   FAANG Engineer.Scientist                  330000
## 22193   Tier2 Engineer.Scientist                  335000
## 22194   Tier2 Engineer.Scientist                  397000
## 22199   Other          BUSI.MGMT                  110000
## 22207   FAANG Engineer.Scientist                  210000
## 22211   Tier2 Engineer.Scientist                  204000
## 22213   Tier2 Engineer.Scientist                  204000
## 22218   FAANG Engineer.Scientist                  211000
## 22220   Other Engineer.Scientist                  128000
## 22223   Other          BUSI.MGMT                  140000
## 22224   Tier2 Engineer.Scientist                  150000
## 22225   Other          BUSI.MGMT                  238000
## 22226   Tier2 Engineer.Scientist                  149000
## 22235   Tier2 Engineer.Scientist                  162000
## 22244   Other          BUSI.MGMT                  185000
## 22246   Other Engineer.Scientist                  350000
## 22250   Tier2          BUSI.MGMT                  350000
## 22251   Tier2 Engineer.Scientist                  230000
## 22255   Other          BUSI.MGMT                  146000
## 22261   Other Engineer.Scientist                   28000
## 22263   Other Engineer.Scientist                  328000
## 22264   Other Engineer.Scientist                  228000
## 22265   FAANG Engineer.Scientist                  175000
## 22273   Tier2 Engineer.Scientist                  200000
## 22279   Other Engineer.Scientist                  282000
## 22286   Other          BUSI.MGMT                  212000
## 22289   Tier2 Engineer.Scientist                  250000
## 22291   Tier2 Engineer.Scientist                  203000
## 22294   FAANG Engineer.Scientist                  207000
## 22300   FAANG Engineer.Scientist                  200000
## 22305   FAANG              Other                  322000
## 22306   FAANG Engineer.Scientist                  210000
## 22307   Tier2 Engineer.Scientist                  328000
## 22317   FAANG Engineer.Scientist                  230000
## 22326   FAANG          BUSI.MGMT                  283000
## 22329   Tier2 Engineer.Scientist                  165000
## 22331   Tier2          BUSI.MGMT                  119000
## 22334   Other Engineer.Scientist                  213000
## 22335   Tier2 Engineer.Scientist                  155000
## 22340   FAANG Engineer.Scientist                  260000
## 22345   Other Engineer.Scientist                  142000
## 22347   FAANG          BUSI.MGMT                  210000
## 22348   FAANG Engineer.Scientist                  213000
## 22352   FAANG Engineer.Scientist                  345000
## 22353   Other              Other                  163000
## 22360   Tier2 Engineer.Scientist                  240000
## 22361   FAANG          BUSI.MGMT                  170000
## 22362   Tier2 Engineer.Scientist                  286000
## 22364   Tier2 Engineer.Scientist                  161000
## 22366   FAANG Engineer.Scientist                  284000
## 22368   FAANG Engineer.Scientist                  443000
## 22370   Other Engineer.Scientist                  365000
## 22374   Other          BUSI.MGMT                   85000
## 22379   FAANG Engineer.Scientist                  320000
## 22383   Other Engineer.Scientist                  181000
## 22386   FAANG Engineer.Scientist                  450000
## 22390   Other Engineer.Scientist                  230000
## 22391   Other Engineer.Scientist                  175000
## 22393   Tier2 Engineer.Scientist                  100000
## 22395   FAANG          BUSI.MGMT                  287000
## 22396   Tier2 Engineer.Scientist                  184000
## 22399   Other Engineer.Scientist                  146000
## 22404   FAANG Engineer.Scientist                  390000
## 22406   Other Engineer.Scientist                  116000
## 22407   Other Engineer.Scientist                  170000
## 22410   Tier2 Engineer.Scientist                  173000
## 22417   FAANG Engineer.Scientist                  380000
## 22418   Other Engineer.Scientist                  154000
## 22420   FAANG Engineer.Scientist                  191000
## 22422   FAANG Engineer.Scientist                  220000
## 22428   Other Engineer.Scientist                  410000
## 22430   Tier2 Engineer.Scientist                  238000
## 22432   Other Engineer.Scientist                  425000
## 22433   FAANG Engineer.Scientist                  230000
## 22438   Tier2 Engineer.Scientist                  206000
## 22444   Tier2          BUSI.MGMT                  204000
## 22445   Other          BUSI.MGMT                  256000
## 22447   Tier2 Engineer.Scientist                  200000
## 22450   Tier2              Other                  110000
## 22452   Other Engineer.Scientist                  160000
## 22453   Other              Other                  282000
## 22464   FAANG Engineer.Scientist                  183000
## 22467   Tier2 Engineer.Scientist                  191000
## 22470   FAANG Engineer.Scientist                  182000
## 22473   FAANG Engineer.Scientist                  220000
## 22474   Tier2          BUSI.MGMT                  360000
## 22476   FAANG Engineer.Scientist                  383000
## 22478   Tier2 Engineer.Scientist                  215000
## 22485   FAANG Engineer.Scientist                  250000
## 22486   Tier2 Engineer.Scientist                  348000
## 22487   Other Engineer.Scientist                  300000
## 22496   Other Engineer.Scientist                  233000
## 22497   Tier2 Engineer.Scientist                  270000
## 22500   Other Engineer.Scientist                  125000
## 22503   Tier2 Engineer.Scientist                  139000
## 22507   Tier2 Engineer.Scientist                  250000
## 22517   Other Engineer.Scientist                  232000
## 22520   FAANG Engineer.Scientist                  385000
## 22527   Tier2          BUSI.MGMT                  223000
## 22529   Other Engineer.Scientist                  350000
## 22530   FAANG          BUSI.MGMT                  265000
## 22531   Other          BUSI.MGMT                   68000
## 22534   FAANG Engineer.Scientist                  261000
## 22535   Tier2 Engineer.Scientist                  287000
## 22545   Other Engineer.Scientist                   96000
## 22547   Other Engineer.Scientist                  130000
## 22549   Other Engineer.Scientist                  232000
## 22551   Tier2          BUSI.MGMT                  160000
## 22553   FAANG Engineer.Scientist                  137000
## 22556   Tier2 Engineer.Scientist                  235000
## 22561   Other Engineer.Scientist                  185000
## 22568   Tier2 Engineer.Scientist                  187000
## 22570   Other Engineer.Scientist                  175000
## 22576   Tier2 Engineer.Scientist                  110000
## 22580   Other Engineer.Scientist                  115000
## 22583   FAANG          BUSI.MGMT                  200000
## 22594   FAANG Engineer.Scientist                  340000
## 22596   Tier2 Engineer.Scientist                  180000
## 22597   Tier2 Engineer.Scientist                  142000
## 22600   Tier2              Other                  215000
## 22601   FAANG Engineer.Scientist                  385000
## 22602   FAANG Engineer.Scientist                  204000
## 22605   Other Engineer.Scientist                  455000
## 22609   Tier2 Engineer.Scientist                  190000
## 22613   FAANG Engineer.Scientist                  250000
## 22616   Other Engineer.Scientist                  170000
## 22621   FAANG Engineer.Scientist                  376000
## 22622   Tier2 Engineer.Scientist                  102000
## 22634   Other          BUSI.MGMT                  250000
## 22642   Tier2 Engineer.Scientist                  225000
## 22643   FAANG          BUSI.MGMT                  233000
## 22651   FAANG Engineer.Scientist                  400000
## 22657   Other              Other                  230000
## 22661   Tier2 Engineer.Scientist                  132000
## 22662   Other          BUSI.MGMT                  280000
## 22664   Tier2 Engineer.Scientist                  240000
## 22667   Tier2 Engineer.Scientist                  190000
## 22671   Tier2 Engineer.Scientist                  280000
## 22679   Other          BUSI.MGMT                  400000
## 22681   Tier2 Engineer.Scientist                  210000
## 22691   Tier2 Engineer.Scientist                  175000
## 22692   FAANG Engineer.Scientist                  290000
## 22693   FAANG              Other                  285000
## 22695   Tier2 Engineer.Scientist                  770000
## 22697   Other Engineer.Scientist                   45000
## 22699   Tier2          BUSI.MGMT                  170000
## 22702   FAANG Engineer.Scientist                  190000
## 22717   Tier2 Engineer.Scientist                  250000
## 22718   FAANG Engineer.Scientist                  300000
## 22722   Tier2          BUSI.MGMT                  163000
## 22726   Other Engineer.Scientist                  249000
## 22727   Other          BUSI.MGMT                   53000
## 22728   Other Engineer.Scientist                  300000
## 22730   Other Engineer.Scientist                  450000
## 22732   Tier2          BUSI.MGMT                  205000
## 22735   FAANG Engineer.Scientist                  268000
## 22736   Other          BUSI.MGMT                   90000
## 22737   Other Engineer.Scientist                  370000
## 22738   Tier2 Engineer.Scientist                  239000
## 22740   FAANG          BUSI.MGMT                  310000
## 22745   Other Engineer.Scientist                  510000
## 22751   FAANG Engineer.Scientist                  300000
## 22754   Tier2 Engineer.Scientist                  210000
## 22755   FAANG Engineer.Scientist                  200000
## 22756   Tier2 Engineer.Scientist                  132000
## 22757   Tier2 Engineer.Scientist                  170000
## 22761   Tier2 Engineer.Scientist                  145000
## 22764   Tier2 Engineer.Scientist                  116000
## 22766   FAANG              Other                  302000
## 22769   FAANG Engineer.Scientist                   71000
## 22790   FAANG          BUSI.MGMT                  270000
## 22799   Tier2 Engineer.Scientist                  579000
## 22802   Other Engineer.Scientist                  209000
## 22803   Tier2          BUSI.MGMT                  274000
## 22809   Tier2 Engineer.Scientist                  211000
## 22811   FAANG Engineer.Scientist                  330000
## 22812   Tier2 Engineer.Scientist                  137000
## 22816   Tier2          BUSI.MGMT                  168000
## 22832   Tier2 Engineer.Scientist                  210000
## 22835   Tier2 Engineer.Scientist                  109000
## 22838   FAANG          BUSI.MGMT                  265000
## 22842   Tier2 Engineer.Scientist                  127000
## 22846   Other Engineer.Scientist                  150000
## 22847   Tier2 Engineer.Scientist                  185000
## 22852   FAANG Engineer.Scientist                  342000
## 22853   FAANG Engineer.Scientist                  150000
## 22856   FAANG Engineer.Scientist                  224000
## 22859   Other Engineer.Scientist                   89000
## 22864   FAANG Engineer.Scientist                  340000
## 22866   FAANG Engineer.Scientist                  240000
## 22870   Other Engineer.Scientist                  198000
## 22873   Other Engineer.Scientist                  152000
## 22874   Tier2 Engineer.Scientist                  155000
## 22876   Tier2 Engineer.Scientist                  165000
## 22882   Other Engineer.Scientist                  270000
## 22887   Tier2          BUSI.MGMT                  188000
## 22890   FAANG Engineer.Scientist                  254000
## 22891   Tier2 Engineer.Scientist                  165000
## 22892   Tier2 Engineer.Scientist                  180000
## 22893   Other Engineer.Scientist                  200000
## 22899   Other Engineer.Scientist                  195000
## 22901   FAANG Engineer.Scientist                  430000
## 22908   Tier2 Engineer.Scientist                  141000
## 22911   Tier2 Engineer.Scientist                  299000
## 22912   Tier2 Engineer.Scientist                   95000
## 22915   Other Engineer.Scientist                  140000
## 22919   FAANG Engineer.Scientist                  300000
## 22923   FAANG Engineer.Scientist                  300000
## 22926   Tier2 Engineer.Scientist                  278000
## 22927   FAANG Engineer.Scientist                  158000
## 22929   FAANG          BUSI.MGMT                  300000
## 22933   Other Engineer.Scientist                  170000
## 22934   Tier2 Engineer.Scientist                  300000
## 22943   FAANG Engineer.Scientist                  210000
## 22944   Other Engineer.Scientist                   85000
## 22947   FAANG Engineer.Scientist                  282000
## 22950   Tier2 Engineer.Scientist                  350000
## 22958   Tier2 Engineer.Scientist                  275000
## 22959   FAANG Engineer.Scientist                  280000
## 22965   Other Engineer.Scientist                  160000
## 22967   Other Engineer.Scientist                  230000
## 22976   Other          BUSI.MGMT                  158000
## 22977   Other Engineer.Scientist                  191000
## 22984   FAANG Engineer.Scientist                  204000
## 22985   Tier2 Engineer.Scientist                  216000
## 22989   FAANG Engineer.Scientist                  203000
## 22995   Tier2 Engineer.Scientist                  118000
## 22996   Other Engineer.Scientist                  250000
## 23002   FAANG Engineer.Scientist                  635000
## 23003   Other          BUSI.MGMT                  278000
## 23004   Tier2 Engineer.Scientist                  170000
## 23007   Tier2              Other                  188000
## 23011   Other Engineer.Scientist                  185000
## 23012   Tier2 Engineer.Scientist                  240000
## 23013   Other Engineer.Scientist                  190000
## 23016   FAANG Engineer.Scientist                  440000
## 23019   FAANG Engineer.Scientist                  285000
## 23022   Tier2              Other                  260000
## 23023   Other Engineer.Scientist                  235000
## 23034   Other Engineer.Scientist                  293000
## 23036   Other Engineer.Scientist                  480000
## 23038   FAANG Engineer.Scientist                  220000
## 23041   Other Engineer.Scientist                  410000
## 23043   FAANG          BUSI.MGMT                  170000
## 23045   Other Engineer.Scientist                  120000
## 23048   FAANG Engineer.Scientist                  315000
## 23053   Tier2 Engineer.Scientist                   80000
## 23055   FAANG Engineer.Scientist                  148000
## 23079   Tier2 Engineer.Scientist                  103000
## 23082   Other Engineer.Scientist                  108000
## 23088   Other Engineer.Scientist                  132000
## 23101   Tier2 Engineer.Scientist                  190000
## 23102   Other          BUSI.MGMT                  200000
## 23103   Other Engineer.Scientist                  181000
## 23108   FAANG Engineer.Scientist                  246000
## 23109   FAANG Engineer.Scientist                  246000
## 23110   Tier2              Other                   30000
## 23119   Tier2 Engineer.Scientist                   45000
## 23124   Other Engineer.Scientist                  490000
## 23132   Other Engineer.Scientist                   80000
## 23133   Tier2          BUSI.MGMT                  217000
## 23135   Tier2 Engineer.Scientist                  122000
## 23137   Other Engineer.Scientist                  333000
## 23139   Tier2 Engineer.Scientist                  255000
## 23140   Other Engineer.Scientist                  195000
## 23141   Other          BUSI.MGMT                  192000
## 23146   Other Engineer.Scientist                  150000
## 23148   Tier2 Engineer.Scientist                  189000
## 23149   Tier2 Engineer.Scientist                  160000
## 23151   Tier2 Engineer.Scientist                  220000
## 23152   Tier2 Engineer.Scientist                  157000
## 23154   FAANG Engineer.Scientist                  210000
## 23155   Other Engineer.Scientist                  355000
## 23156   Other Engineer.Scientist                  301000
## 23162   FAANG          BUSI.MGMT                  225000
## 23165   FAANG Engineer.Scientist                  420000
## 23168   Tier2 Engineer.Scientist                  230000
## 23172   Tier2 Engineer.Scientist                  495000
## 23174   Other          BUSI.MGMT                  275000
## 23176   Tier2          BUSI.MGMT                  380000
## 23181   FAANG Engineer.Scientist                  183000
## 23186   Other Engineer.Scientist                  182000
## 23188   Other              Other                   94000
## 23190   Tier2 Engineer.Scientist                  200000
## 23194   Tier2 Engineer.Scientist                  192000
## 23198   Other          BUSI.MGMT                   98000
## 23203   Tier2 Engineer.Scientist                  260000
## 23206   Other Engineer.Scientist                  340000
## 23209   FAANG Engineer.Scientist                  240000
## 23210   Tier2 Engineer.Scientist                  177000
## 23212   Other Engineer.Scientist                   78000
## 23213   FAANG Engineer.Scientist                  196000
## 23215   FAANG Engineer.Scientist                  212000
## 23216   Other Engineer.Scientist                   96000
## 23217   Other          BUSI.MGMT                   66000
## 23219   FAANG Engineer.Scientist                  210000
## 23220   Other Engineer.Scientist                  180000
## 23227   Tier2 Engineer.Scientist                   90000
## 23229   FAANG Engineer.Scientist                  210000
## 23232   Tier2 Engineer.Scientist                   41000
## 23235   Tier2 Engineer.Scientist                  260000
## 23237   Other              Other                  117000
## 23238   FAANG Engineer.Scientist                  243000
## 23240   Other Engineer.Scientist                  148000
## 23245   FAANG          BUSI.MGMT                  305000
## 23246   Tier2 Engineer.Scientist                   78000
## 23248   Other Engineer.Scientist                  161000
## 23252   FAANG Engineer.Scientist                  191000
## 23254   FAANG Engineer.Scientist                  198000
## 23256   Tier2 Engineer.Scientist                   30000
## 23257   FAANG Engineer.Scientist                   87000
## 23264   Other Engineer.Scientist                  121000
## 23265   FAANG Engineer.Scientist                  312000
## 23266   Other Engineer.Scientist                  121000
## 23269   Tier2 Engineer.Scientist                  438000
## 23271   FAANG Engineer.Scientist                  595000
## 23272   Other Engineer.Scientist                  150000
## 23277   Tier2              Other                   30000
## 23278   Tier2 Engineer.Scientist                  172000
## 23293   Tier2          BUSI.MGMT                  360000
## 23298   FAANG          BUSI.MGMT                  160000
## 23299   FAANG              Other                  194000
## 23316   FAANG Engineer.Scientist                  500000
## 23317   FAANG Engineer.Scientist                  250000
## 23319   Other              Other                  170000
## 23323   FAANG Engineer.Scientist                  242000
## 23324   Tier2 Engineer.Scientist                  125000
## 23332   Tier2 Engineer.Scientist                  270000
## 23336   Tier2          BUSI.MGMT                  340000
## 23352   Tier2              Other                  200000
## 23355   Tier2 Engineer.Scientist                  437000
## 23356   FAANG          BUSI.MGMT                  223000
## 23363   Other Engineer.Scientist                  285000
## 23364   Other              Other                  180000
## 23365   FAANG              Other                  151000
## 23370   Tier2          BUSI.MGMT                  130000
## 23373   Tier2 Engineer.Scientist                  160000
## 23382   FAANG          BUSI.MGMT                  220000
## 23388   Other Engineer.Scientist                  280000
## 23393   Other Engineer.Scientist                  406000
## 23398   Tier2 Engineer.Scientist                  238000
## 23400   FAANG Engineer.Scientist                  263000
## 23401   Tier2 Engineer.Scientist                  163000
## 23409   FAANG Engineer.Scientist                  480000
## 23410   Tier2          BUSI.MGMT                  235000
## 23412   FAANG Engineer.Scientist                  195000
## 23420   Tier2 Engineer.Scientist                  120000
## 23421   FAANG          BUSI.MGMT                  227000
## 23424   Other Engineer.Scientist                  417000
## 23425   FAANG Engineer.Scientist                  299000
## 23427   Tier2 Engineer.Scientist                  192000
## 23429   Tier2 Engineer.Scientist                  185000
## 23442   FAANG Engineer.Scientist                  250000
## 23445   FAANG Engineer.Scientist                  224000
## 23447   Tier2          BUSI.MGMT                  182000
## 23450   Tier2 Engineer.Scientist                  222000
## 23451   FAANG Engineer.Scientist                  193000
## 23453   Tier2 Engineer.Scientist                  190000
## 23457   Other Engineer.Scientist                  100000
## 23460   Tier2 Engineer.Scientist                  250000
## 23463   FAANG Engineer.Scientist                  240000
## 23467   FAANG          BUSI.MGMT                  257000
## 23468   Tier2 Engineer.Scientist                  135000
## 23476   Other Engineer.Scientist                  149000
## 23477   Tier2 Engineer.Scientist                  135000
## 23481   Other Engineer.Scientist                  275000
## 23482   FAANG          BUSI.MGMT                  192000
## 23485   FAANG Engineer.Scientist                  222000
## 23490   Tier2 Engineer.Scientist                  228000
## 23492   FAANG Engineer.Scientist                  260000
## 23495   Other Engineer.Scientist                  102000
## 23497   FAANG Engineer.Scientist                  175000
## 23498   Other Engineer.Scientist                  165000
## 23502   Tier2 Engineer.Scientist                  400000
## 23506   Other Engineer.Scientist                  160000
## 23519   Other Engineer.Scientist                  105000
## 23521   Other Engineer.Scientist                  212000
## 23526   Tier2          BUSI.MGMT                  195000
## 23530   Other Engineer.Scientist                  356000
## 23531   Other Engineer.Scientist                  185000
## 23533   Tier2 Engineer.Scientist                  136000
## 23534   FAANG Engineer.Scientist                  337000
## 23535   Tier2 Engineer.Scientist                  222000
## 23541   FAANG Engineer.Scientist                  620000
## 23542   Tier2 Engineer.Scientist                   98000
## 23545   Other Engineer.Scientist                  212000
## 23546   FAANG Engineer.Scientist                  210000
## 23547   Tier2 Engineer.Scientist                   68000
## 23548   Other Engineer.Scientist                   79000
## 23549   FAANG Engineer.Scientist                  142000
## 23550   Tier2 Engineer.Scientist                  129000
## 23551   FAANG Engineer.Scientist                  242000
## 23554   Tier2 Engineer.Scientist                  365000
## 23555   Tier2 Engineer.Scientist                  135000
## 23558   Other Engineer.Scientist                  121000
## 23560   Other Engineer.Scientist                  300000
## 23562   Other          BUSI.MGMT                  259000
## 23563   FAANG Engineer.Scientist                  309000
## 23565   FAANG Engineer.Scientist                   46000
## 23567   Other Engineer.Scientist                  190000
## 23568   FAANG Engineer.Scientist                  255000
## 23569   Other Engineer.Scientist                  260000
## 23575   FAANG Engineer.Scientist                   50000
## 23578   Other Engineer.Scientist                   30000
## 23579   Other Engineer.Scientist                  275000
## 23580   Other Engineer.Scientist                  287000
## 23581   Other              Other                  144000
## 23587   FAANG Engineer.Scientist                  189000
## 23590   FAANG Engineer.Scientist                  193000
## 23591   Other              Other                   74000
## 23593   Tier2 Engineer.Scientist                  280000
## 23596   FAANG          BUSI.MGMT                  193000
## 23599   Other Engineer.Scientist                  135000
## 23600   Other Engineer.Scientist                  140000
## 23601   FAANG Engineer.Scientist                  482000
## 23602   FAANG Engineer.Scientist                  272000
## 23605   Other Engineer.Scientist                  800000
## 23608   Tier2 Engineer.Scientist                   99000
## 23609   Tier2 Engineer.Scientist                  190000
## 23610   FAANG Engineer.Scientist                  252000
## 23611   Other Engineer.Scientist                   89000
## 23612   Tier2          BUSI.MGMT                  230000
## 23614   FAANG              Other                  181000
## 23619   Tier2 Engineer.Scientist                  162000
## 23621   FAANG Engineer.Scientist                  289000
## 23623   FAANG Engineer.Scientist                  334000
## 23624   Tier2 Engineer.Scientist                  441000
## 23625   Other          BUSI.MGMT                   42000
## 23628   Other Engineer.Scientist                  107000
## 23630   Tier2 Engineer.Scientist                   98000
## 23632   Other              Other                  213000
## 23635   Tier2          BUSI.MGMT                  175000
## 23637   Other Engineer.Scientist                  155000
## 23640   Tier2 Engineer.Scientist                  165000
## 23642   Tier2          BUSI.MGMT                   90000
## 23643   Other          BUSI.MGMT                  154000
## 23644   Tier2 Engineer.Scientist                  390000
## 23646   Tier2          BUSI.MGMT                  100000
## 23647   Tier2 Engineer.Scientist                  140000
## 23648   FAANG          BUSI.MGMT                  193000
## 23650   Tier2 Engineer.Scientist                  125000
## 23651   Tier2 Engineer.Scientist                  227000
## 23652   Other Engineer.Scientist                  147000
## 23655   Other Engineer.Scientist                  233000
## 23659   Tier2 Engineer.Scientist                  156000
## 23664   Tier2 Engineer.Scientist                  194000
## 23666   Tier2 Engineer.Scientist                  167000
## 23667   Other Engineer.Scientist                  128000
## 23670   FAANG Engineer.Scientist                  215000
## 23672   Other Engineer.Scientist                  145000
## 23673   FAANG Engineer.Scientist                  202000
## 23674   FAANG Engineer.Scientist                  185000
## 23676   FAANG          BUSI.MGMT                  300000
## 23678   Other          BUSI.MGMT                  265000
## 23684   Other          BUSI.MGMT                  271000
## 23685   Tier2 Engineer.Scientist                  165000
## 23686   FAANG Engineer.Scientist                  205000
## 23687   Other Engineer.Scientist                   73000
## 23688   Other Engineer.Scientist                  232000
## 23690   Other Engineer.Scientist                  353000
## 23691   Tier2              Other                  350000
## 23693   Tier2          BUSI.MGMT                  180000
## 23695   Other Engineer.Scientist                  128000
## 23696   FAANG Engineer.Scientist                  275000
## 23700   Tier2 Engineer.Scientist                  220000
## 23702   FAANG Engineer.Scientist                  855000
## 23703   Tier2 Engineer.Scientist                  216000
## 23704   FAANG Engineer.Scientist                  200000
## 23705   FAANG Engineer.Scientist                  215000
## 23706   FAANG Engineer.Scientist                  146000
## 23707   FAANG Engineer.Scientist                  151000
## 23709   Tier2 Engineer.Scientist                   54000
## 23711   FAANG Engineer.Scientist                  441000
## 23714   Tier2 Engineer.Scientist                  112000
## 23715   FAANG          BUSI.MGMT                  150000
## 23718   FAANG Engineer.Scientist                   25000
## 23719   Tier2              Other                  150000
## 23721   Other Engineer.Scientist                  300000
## 23724   Other Engineer.Scientist                  124000
## 23726   Tier2 Engineer.Scientist                  134000
## 23728   Other Engineer.Scientist                   73000
## 23729   FAANG          BUSI.MGMT                  150000
## 23730   Other Engineer.Scientist                   92000
## 23731   FAANG Engineer.Scientist                  298000
## 23733   FAANG Engineer.Scientist                  230000
## 23734   Other Engineer.Scientist                   98000
## 23737   FAANG Engineer.Scientist                  156000
## 23740   Tier2 Engineer.Scientist                  524000
## 23742   FAANG Engineer.Scientist                  350000
## 23743   Tier2 Engineer.Scientist                  147000
## 23745   Tier2 Engineer.Scientist                  147000
## 23746   Tier2 Engineer.Scientist                   85000
## 23747   Other Engineer.Scientist                  265000
## 23749   Other Engineer.Scientist                  525000
## 23750   Tier2 Engineer.Scientist                  220000
## 23752   Other              Other                  150000
## 23757   FAANG Engineer.Scientist                  334000
## 23759   Other Engineer.Scientist                  375000
## 23760   Other              Other                  172000
## 23761   Tier2          BUSI.MGMT                  350000
## 23762   Tier2 Engineer.Scientist                  232000
## 23764   FAANG Engineer.Scientist                  226000
## 23765   Tier2 Engineer.Scientist                  131000
## 23766   FAANG Engineer.Scientist                  214000
## 23767   Tier2 Engineer.Scientist                  127000
## 23772   Other          BUSI.MGMT                  235000
## 23774   Other Engineer.Scientist                   84000
## 23776   FAANG              Other                  141000
## 23780   FAANG Engineer.Scientist                  197000
## 23783   Tier2 Engineer.Scientist                  105000
## 23784   Tier2 Engineer.Scientist                  193000
## 23786   Other          BUSI.MGMT                  103000
## 23788   Other Engineer.Scientist                  225000
## 23789   FAANG Engineer.Scientist                  320000
## 23790   Tier2 Engineer.Scientist                  297000
## 23793   FAANG Engineer.Scientist                  333000
## 23794   FAANG Engineer.Scientist                  251000
## 23795   Other Engineer.Scientist                  325000
## 23797   Tier2 Engineer.Scientist                  125000
## 23799   FAANG Engineer.Scientist                  340000
## 23801   FAANG Engineer.Scientist                  336000
## 23804   Other Engineer.Scientist                  165000
## 23806   Tier2 Engineer.Scientist                  175000
## 23809   Other Engineer.Scientist                   88000
## 23812   FAANG Engineer.Scientist                  281000
## 23815   Tier2 Engineer.Scientist                  175000
## 23816   FAANG Engineer.Scientist                  200000
## 23818   Tier2 Engineer.Scientist                  178000
## 23821   Tier2 Engineer.Scientist                   74000
## 23828   Tier2 Engineer.Scientist                  410000
## 23833   Other              Other                  101000
## 23834   FAANG              Other                  240000
## 23836   Tier2 Engineer.Scientist                  128000
## 23843   Other Engineer.Scientist                   25000
## 23844   FAANG Engineer.Scientist                  161000
## 23845   Tier2 Engineer.Scientist                  145000
## 23851   Tier2 Engineer.Scientist                  112000
## 23854   Tier2 Engineer.Scientist                  188000
## 23856   FAANG          BUSI.MGMT                  505000
## 23857   Other Engineer.Scientist                  245000
## 23859   FAANG Engineer.Scientist                  340000
## 23866   FAANG Engineer.Scientist                  236000
## 23867   FAANG Engineer.Scientist                   52000
## 23868   Other Engineer.Scientist                   89000
## 23869   FAANG Engineer.Scientist                  202000
## 23873   Other Engineer.Scientist                  320000
## 23874   Other          BUSI.MGMT                   68000
## 23876   Other Engineer.Scientist                   86000
## 23878   Tier2 Engineer.Scientist                  168000
## 23880   FAANG          BUSI.MGMT                  159000
## 23882   Other Engineer.Scientist                   70000
## 23883   Tier2 Engineer.Scientist                   67000
## 23888   Tier2 Engineer.Scientist                  140000
## 23890   Tier2 Engineer.Scientist                  119000
## 23895   Tier2 Engineer.Scientist                  220000
## 23897   Other Engineer.Scientist                  185000
## 23901   Tier2 Engineer.Scientist                  181000
## 23902   Tier2 Engineer.Scientist                   48000
## 23903   Other Engineer.Scientist                  160000
## 23905   FAANG Engineer.Scientist                  473000
## 23907   Other Engineer.Scientist                  150000
## 23908   FAANG Engineer.Scientist                  188000
## 23911   Other Engineer.Scientist                  240000
## 23914   Other              Other                  170000
## 23923   FAANG Engineer.Scientist                  500000
## 23925   FAANG Engineer.Scientist                  650000
## 23927   FAANG Engineer.Scientist                  156000
## 23934   FAANG          BUSI.MGMT                  368000
## 23936   FAANG              Other                  250000
## 23939   Other              Other                   67000
## 23940   FAANG Engineer.Scientist                  721000
## 23942   Tier2 Engineer.Scientist                  200000
## 23947   FAANG Engineer.Scientist                  190000
## 23948   FAANG Engineer.Scientist                  225000
## 23954   Tier2 Engineer.Scientist                  180000
## 23955   Other              Other                  253000
## 23956   Other          BUSI.MGMT                  224000
## 23958   FAANG Engineer.Scientist                  203000
## 23962   Tier2 Engineer.Scientist                  300000
## 23964   FAANG Engineer.Scientist                  160000
## 23968   FAANG Engineer.Scientist                  185000
## 23970   Other Engineer.Scientist                  205000
## 23971   Other Engineer.Scientist                  102000
## 23977   FAANG Engineer.Scientist                  230000
## 23978   FAANG Engineer.Scientist                  149000
## 23981   Tier2              Other                   90000
## 23986   Tier2          BUSI.MGMT                  115000
## 23988   Tier2 Engineer.Scientist                  270000
## 23989   FAANG Engineer.Scientist                  315000
## 23990   FAANG Engineer.Scientist                  400000
## 23994   Tier2 Engineer.Scientist                  165000
## 23995   Tier2 Engineer.Scientist                  310000
## 24002   Other Engineer.Scientist                   40000
## 24003   Other Engineer.Scientist                  226000
## 24004   Other              Other                  250000
## 24006   Tier2 Engineer.Scientist                   63000
## 24007   Other Engineer.Scientist                  143000
## 24008   Other Engineer.Scientist                  270000
## 24012   FAANG Engineer.Scientist                  180000
## 24013   Tier2 Engineer.Scientist                  283000
## 24016   Other          BUSI.MGMT                  200000
## 24017   Other Engineer.Scientist                   82000
## 24022   Tier2          BUSI.MGMT                  291000
## 24030   FAANG Engineer.Scientist                   49000
## 24031   Tier2          BUSI.MGMT                  210000
## 24032   Tier2              Other                  354000
## 24035   Other Engineer.Scientist                  140000
## 24036   Other Engineer.Scientist                   70000
## 24045   FAANG Engineer.Scientist                  240000
## 24049   FAANG Engineer.Scientist                  392000
## 24050   Tier2 Engineer.Scientist                  250000
## 24055   Other Engineer.Scientist                   88000
## 24056   FAANG              Other                  270000
## 24057   Tier2              Other                   80000
## 24058   Other Engineer.Scientist                  160000
## 24059   FAANG Engineer.Scientist                  304000
## 24062   Other Engineer.Scientist                  225000
## 24064   FAANG Engineer.Scientist                  184000
## 24073   FAANG Engineer.Scientist                  369000
## 24082   Tier2 Engineer.Scientist                  200000
## 24097   Tier2 Engineer.Scientist                  145000
## 24099   Other Engineer.Scientist                   42000
## 24101   Other Engineer.Scientist                   22000
## 24104   Other Engineer.Scientist                   24000
## 24106   FAANG Engineer.Scientist                  247000
## 24114   FAANG          BUSI.MGMT                  168000
## 24115   Tier2 Engineer.Scientist                  275000
## 24117   Tier2 Engineer.Scientist                   39000
## 24120   Tier2 Engineer.Scientist                  170000
## 24123   FAANG Engineer.Scientist                  200000
## 24127   Other Engineer.Scientist                   57000
## 24135   Other Engineer.Scientist                  145000
## 24136   Other Engineer.Scientist                   88000
## 24144   Tier2          BUSI.MGMT                  128000
## 24145   Tier2          BUSI.MGMT                  375000
## 24146   FAANG Engineer.Scientist                  215000
## 24153   Other          BUSI.MGMT                   93000
## 24157   Tier2 Engineer.Scientist                  213000
## 24162   Other Engineer.Scientist                  196000
## 24167   Other Engineer.Scientist                   49000
## 24198   Other Engineer.Scientist                   73000
## 24199   Other Engineer.Scientist                   77000
## 24201   Tier2          BUSI.MGMT                  205000
## 24207   Other Engineer.Scientist                  125000
## 24208   Tier2 Engineer.Scientist                  282000
## 24209   Other              Other                  189000
## 24210   Tier2 Engineer.Scientist                  145000
## 24219   Other Engineer.Scientist                  110000
## 24222   FAANG          BUSI.MGMT                   98000
## 24223   FAANG Engineer.Scientist                  270000
## 24224   FAANG              Other                  258000
## 24225   FAANG Engineer.Scientist                  320000
## 24227   Other Engineer.Scientist                  410000
## 24229   Other Engineer.Scientist                   80000
## 24236   Other Engineer.Scientist                   50000
## 24239   FAANG Engineer.Scientist                  172000
## 24241   FAANG Engineer.Scientist                  411000
## 24250   FAANG Engineer.Scientist                  238000
## 24252   FAANG              Other                  110000
## 24259   FAANG Engineer.Scientist                  400000
## 24261   FAANG Engineer.Scientist                  396000
## 24262   Tier2 Engineer.Scientist                  240000
## 24263   Other Engineer.Scientist                  445000
## 24264   FAANG Engineer.Scientist                  231000
## 24270   Other          BUSI.MGMT                  176000
## 24277   FAANG Engineer.Scientist                  330000
## 24281   Tier2 Engineer.Scientist                  166000
## 24287   Other Engineer.Scientist                   87000
## 24289   Tier2 Engineer.Scientist                   35000
## 24292   Other Engineer.Scientist                   99000
## 24293   Other Engineer.Scientist                  157000
## 24294   Tier2 Engineer.Scientist                  200000
## 24295   FAANG Engineer.Scientist                  185000
## 24296   Other Engineer.Scientist                  194000
## 24297   Other              Other                  150000
## 24298   Tier2              Other                  190000
## 24301   Tier2          BUSI.MGMT                  190000
## 24302   FAANG          BUSI.MGMT                  359000
## 24303   Other Engineer.Scientist                  225000
## 24312   FAANG              Other                  234000
## 24314   Tier2 Engineer.Scientist                   92000
## 24317   Tier2 Engineer.Scientist                  107000
## 24320   FAANG Engineer.Scientist                  430000
## 24321   FAANG Engineer.Scientist                  247000
## 24323   Tier2              Other                  249000
## 24328   FAANG Engineer.Scientist                  320000
## 24340   Tier2          BUSI.MGMT                  229000
## 24342   Other              Other                  304000
## 24344   Other          BUSI.MGMT                  275000
## 24348   FAANG Engineer.Scientist                  510000
## 24350   FAANG Engineer.Scientist                  181000
## 24355   Other          BUSI.MGMT                  115000
## 24356   FAANG Engineer.Scientist                  138000
## 24357   FAANG Engineer.Scientist                  350000
## 24358   Other Engineer.Scientist                  355000
## 24362   FAANG Engineer.Scientist                  240000
## 24369   Tier2 Engineer.Scientist                  195000
## 24376   Tier2 Engineer.Scientist                  164000
## 24377   FAANG Engineer.Scientist                  256000
## 24382   Tier2 Engineer.Scientist                  194000
## 24387   Other Engineer.Scientist                  130000
## 24390   FAANG Engineer.Scientist                  216000
## 24391   Other Engineer.Scientist                  122000
## 24398   FAANG          BUSI.MGMT                  110000
## 24399   FAANG Engineer.Scientist                  150000
## 24400   Tier2          BUSI.MGMT                  250000
## 24403   Tier2 Engineer.Scientist                  141000
## 24404   Tier2 Engineer.Scientist                  330000
## 24405   Other Engineer.Scientist                  207000
## 24406   FAANG Engineer.Scientist                  240000
## 24414   Other Engineer.Scientist                   33000
## 24422   Tier2 Engineer.Scientist                  320000
## 24423   FAANG Engineer.Scientist                  241000
## 24424   Other Engineer.Scientist                  143000
## 24426   Tier2          BUSI.MGMT                  185000
## 24427   FAANG Engineer.Scientist                  179000
## 24430   Other          BUSI.MGMT                  157000
## 24434   Tier2 Engineer.Scientist                  364000
## 24436   Other          BUSI.MGMT                  101000
## 24445   FAANG Engineer.Scientist                  165000
## 24450   Other Engineer.Scientist                  116000
## 24451   FAANG Engineer.Scientist                  133000
## 24454   FAANG          BUSI.MGMT                  345000
## 24456   FAANG Engineer.Scientist                  189000
## 24457   Tier2 Engineer.Scientist                  230000
## 24462   Other Engineer.Scientist                  300000
## 24464   FAANG Engineer.Scientist                   40000
## 24466   FAANG Engineer.Scientist                  260000
## 24470   Other Engineer.Scientist                  170000
## 24479   FAANG Engineer.Scientist                  243000
## 24484   FAANG Engineer.Scientist                  156000
## 24489   Tier2 Engineer.Scientist                  230000
## 24492   Tier2 Engineer.Scientist                  328000
## 24494   Other Engineer.Scientist                  265000
## 24498   Tier2 Engineer.Scientist                  162000
## 24501   Tier2 Engineer.Scientist                  250000
## 24509   FAANG Engineer.Scientist                  285000
## 24512   Other          BUSI.MGMT                   72000
## 24513   FAANG Engineer.Scientist                   57000
## 24518   Tier2 Engineer.Scientist                  174000
## 24519   Tier2 Engineer.Scientist                  173000
## 24522   FAANG Engineer.Scientist                  363000
## 24523   Tier2 Engineer.Scientist                  187000
## 24526   Other          BUSI.MGMT                   80000
## 24531   Tier2 Engineer.Scientist                  501000
## 24532   Tier2          BUSI.MGMT                  113000
## 24534   Other Engineer.Scientist                  168000
## 24535   Tier2 Engineer.Scientist                  181000
## 24537   FAANG Engineer.Scientist                   68000
## 24539   Other          BUSI.MGMT                  178000
## 24540   Tier2 Engineer.Scientist                  350000
## 24543   Other Engineer.Scientist                  160000
## 24544   Tier2          BUSI.MGMT                  205000
## 24545   Other          BUSI.MGMT                  235000
## 24546   Other Engineer.Scientist                  152000
## 24547   Tier2          BUSI.MGMT                  210000
## 24550   Other Engineer.Scientist                   98000
## 24551   Other Engineer.Scientist                  134000
## 24553   Other Engineer.Scientist                  141000
## 24555   Other Engineer.Scientist                  410000
## 24556   Tier2 Engineer.Scientist                  395000
## 24557   FAANG Engineer.Scientist                  310000
## 24558   Tier2              Other                   29000
## 24560   Tier2 Engineer.Scientist                  110000
## 24566   FAANG Engineer.Scientist                  225000
## 24577   FAANG          BUSI.MGMT                  219000
## 24581   Other          BUSI.MGMT                  285000
## 24582   Other Engineer.Scientist                   22000
## 24583   FAANG Engineer.Scientist                  410000
## 24587   FAANG Engineer.Scientist                  121000
## 24590   Tier2 Engineer.Scientist                  140000
## 24595   Tier2 Engineer.Scientist                   75000
## 24597   Tier2          BUSI.MGMT                  190000
## 24604   Other          BUSI.MGMT                   58000
## 24605   Other Engineer.Scientist                  145000
## 24606   Tier2          BUSI.MGMT                  570000
## 24607   Tier2 Engineer.Scientist                  240000
## 24609   Other Engineer.Scientist                  350000
## 24611   Tier2 Engineer.Scientist                  164000
## 24614   Other              Other                  161000
## 24618   FAANG Engineer.Scientist                  200000
## 24626   Other Engineer.Scientist                  141000
## 24627   Tier2          BUSI.MGMT                  200000
## 24635   Tier2 Engineer.Scientist                   70000
## 24638   FAANG Engineer.Scientist                  500000
## 24640   Other Engineer.Scientist                  288000
## 24645   Tier2 Engineer.Scientist                  140000
## 24647   Tier2          BUSI.MGMT                   55000
## 24648   Tier2 Engineer.Scientist                  100000
## 24649   Tier2 Engineer.Scientist                  179000
## 24653   Other Engineer.Scientist                  102000
## 24656   Other Engineer.Scientist                  157000
## 24659   Other Engineer.Scientist                  220000
## 24661   FAANG              Other                  199000
## 24663   Other Engineer.Scientist                  218000
## 24664   Other Engineer.Scientist                   89000
## 24667   FAANG          BUSI.MGMT                  187000
## 24669   Other Engineer.Scientist                   81000
## 24673   FAANG Engineer.Scientist                  370000
## 24675   FAANG Engineer.Scientist                   98000
## 24677   Other Engineer.Scientist                  156000
## 24678   Other Engineer.Scientist                  175000
## 24681   Other              Other                  105000
## 24682   Other Engineer.Scientist                  143000
## 24683   Other Engineer.Scientist                   86000
## 24685   Tier2          BUSI.MGMT                  179000
## 24687   Other Engineer.Scientist                  193000
## 24688   Tier2 Engineer.Scientist                   77000
## 24689   Tier2 Engineer.Scientist                  248000
## 24692   Other Engineer.Scientist                   69000
## 24695   Other Engineer.Scientist                  101000
## 24697   FAANG          BUSI.MGMT                  266000
## 24701   FAANG Engineer.Scientist                  214000
## 24703   FAANG Engineer.Scientist                  247000
## 24707   Tier2 Engineer.Scientist                  247000
## 24708   Tier2          BUSI.MGMT                  185000
## 24709   FAANG          BUSI.MGMT                   94000
## 24711   Tier2 Engineer.Scientist                  100000
## 24714   Other Engineer.Scientist                  116000
## 24717   Other          BUSI.MGMT                  105000
## 24718   Tier2 Engineer.Scientist                  178000
## 24719   Tier2 Engineer.Scientist                  490000
## 24720   FAANG Engineer.Scientist                  405000
## 24721   Other Engineer.Scientist                   92000
## 24725   Tier2 Engineer.Scientist                  156000
## 24727   Other Engineer.Scientist                  480000
## 24728   FAANG Engineer.Scientist                  240000
## 24729   Tier2 Engineer.Scientist                  316000
## 24732   Tier2 Engineer.Scientist                  130000
## 24734   Other              Other                  199000
## 24735   Tier2          BUSI.MGMT                  396000
## 24744   FAANG Engineer.Scientist                  164000
## 24746   Tier2 Engineer.Scientist                  280000
## 24747   FAANG Engineer.Scientist                  260000
## 24748   Other Engineer.Scientist                  132000
## 24749   Other              Other                  120000
## 24750   FAANG Engineer.Scientist                  300000
## 24757   FAANG Engineer.Scientist                  207000
## 24758   Other Engineer.Scientist                  178000
## 24765   Other Engineer.Scientist                   98000
## 24770   Other Engineer.Scientist                  330000
## 24772   Tier2 Engineer.Scientist                  110000
## 24774   Other Engineer.Scientist                  115000
## 24776   Other Engineer.Scientist                  140000
## 24777   Other Engineer.Scientist                  137000
## 24782   Tier2 Engineer.Scientist                  145000
## 24783   FAANG Engineer.Scientist                  208000
## 24784   FAANG Engineer.Scientist                  284000
## 24786   FAANG          BUSI.MGMT                  135000
## 24788   Tier2 Engineer.Scientist                  120000
## 24790   Tier2 Engineer.Scientist                  157000
## 24795   Other Engineer.Scientist                  189000
## 24796   FAANG Engineer.Scientist                  287000
## 24798   FAANG          BUSI.MGMT                  295000
## 24800   Tier2 Engineer.Scientist                  190000
## 24801   Other Engineer.Scientist                  280000
## 24803   Tier2 Engineer.Scientist                  389000
## 24806   Other              Other                  385000
## 24807   FAANG Engineer.Scientist                  200000
## 24808   FAANG          BUSI.MGMT                  558000
## 24809   FAANG          BUSI.MGMT                  473000
## 24810   FAANG Engineer.Scientist                  600000
## 24812   Tier2 Engineer.Scientist                  202000
## 24813   Tier2 Engineer.Scientist                  257000
## 24820   Tier2          BUSI.MGMT                  188000
## 24822   FAANG          BUSI.MGMT                  330000
## 24828   Tier2 Engineer.Scientist                  640000
## 24829   FAANG          BUSI.MGMT                  152000
## 24830   Tier2 Engineer.Scientist                  118000
## 24831   Other Engineer.Scientist                  149000
## 24832   Tier2 Engineer.Scientist                  260000
## 24834   Other              Other                  380000
## 24836   Other Engineer.Scientist                   80000
## 24837   FAANG Engineer.Scientist                  470000
## 24840   Other Engineer.Scientist                   91000
## 24842   Tier2          BUSI.MGMT                  125000
## 24843   FAANG Engineer.Scientist                  205000
## 24848   Tier2 Engineer.Scientist                   63000
## 24850   FAANG Engineer.Scientist                  181000
## 24851   FAANG Engineer.Scientist                  233000
## 24852   FAANG Engineer.Scientist                  192000
## 24856   Tier2 Engineer.Scientist                  250000
## 24857   Tier2 Engineer.Scientist                  146000
## 24858   Tier2 Engineer.Scientist                  219000
## 24861   Tier2          BUSI.MGMT                  132000
## 24862   Other Engineer.Scientist                  225000
## 24865   FAANG Engineer.Scientist                  245000
## 24868   FAANG Engineer.Scientist                  275000
## 24872   Tier2              Other                  140000
## 24875   Tier2 Engineer.Scientist                  187000
## 24876   Other          BUSI.MGMT                  459000
## 24879   FAANG Engineer.Scientist                  171000
## 24880   Tier2 Engineer.Scientist                  164000
## 24881   FAANG Engineer.Scientist                  588000
## 24883   Other Engineer.Scientist                  224000
## 24884   Other Engineer.Scientist                  190000
## 24885   Other Engineer.Scientist                  125000
## 24886   Other Engineer.Scientist                  150000
## 24887   Other Engineer.Scientist                  220000
## 24891   Tier2          BUSI.MGMT                  350000
## 24894   Other          BUSI.MGMT                  180000
## 24895   Tier2 Engineer.Scientist                  162000
## 24897   Tier2 Engineer.Scientist                  270000
## 24899   Tier2          BUSI.MGMT                  235000
## 24900   FAANG Engineer.Scientist                  352000
## 24901   Other Engineer.Scientist                  203000
## 24902   Tier2          BUSI.MGMT                  300000
## 24904   FAANG Engineer.Scientist                  336000
## 24905   Other Engineer.Scientist                  165000
## 24909   Other Engineer.Scientist                   77000
## 24910   Tier2 Engineer.Scientist                 1100000
## 24913   Tier2 Engineer.Scientist                  180000
## 24916   Tier2 Engineer.Scientist                  140000
## 24917   Tier2 Engineer.Scientist                  342000
## 24919   Tier2          BUSI.MGMT                  218000
## 24920   Other Engineer.Scientist                  160000
## 24924   FAANG Engineer.Scientist                  299000
## 24927   FAANG Engineer.Scientist                  500000
## 24929   Tier2 Engineer.Scientist                  180000
## 24931   Other Engineer.Scientist                  313000
## 24933   Other Engineer.Scientist                   88000
## 24935   Other Engineer.Scientist                   72000
## 24940   Tier2 Engineer.Scientist                  188000
## 24941   Other Engineer.Scientist                  315000
## 24948   Other Engineer.Scientist                  375000
## 24951   Tier2 Engineer.Scientist                  340000
## 24953   Other Engineer.Scientist                  305000
## 24957   Tier2          BUSI.MGMT                  195000
## 24960   Other          BUSI.MGMT                  121000
## 24962   FAANG Engineer.Scientist                  380000
## 24965   Tier2 Engineer.Scientist                  184000
## 24968   FAANG Engineer.Scientist                  314000
## 24970   FAANG Engineer.Scientist                  190000
## 24972   Tier2          BUSI.MGMT                   78000
## 24977   Other              Other                  240000
## 24978   Tier2          BUSI.MGMT                  310000
## 24979   FAANG Engineer.Scientist                  425000
## 24981   Tier2          BUSI.MGMT                   63000
## 24986   Tier2 Engineer.Scientist                  326000
## 24987   FAANG Engineer.Scientist                  350000
## 24990   Other          BUSI.MGMT                   45000
## 24991   Tier2 Engineer.Scientist                  144000
## 24992   Other              Other                  116000
## 24993   Other Engineer.Scientist                  229000
## 24995   Other Engineer.Scientist                   77000
## 25002   FAANG Engineer.Scientist                   99000
## 25004   Tier2              Other                  121000
## 25008   Other Engineer.Scientist                   80000
## 25012   Tier2 Engineer.Scientist                  129000
## 25013   Tier2 Engineer.Scientist                  133000
## 25014   Other Engineer.Scientist                  120000
## 25016   FAANG              Other                   85000
## 25017   FAANG          BUSI.MGMT                  165000
## 25019   Tier2          BUSI.MGMT                  432000
## 25021   Tier2 Engineer.Scientist                  164000
## 25023   FAANG Engineer.Scientist                  207000
## 25027   Other          BUSI.MGMT                  220000
## 25029   Other Engineer.Scientist                  246000
## 25032   Tier2              Other                  369000
## 25038   Tier2          BUSI.MGMT                  202000
## 25042   Other Engineer.Scientist                   27000
## 25043   FAANG Engineer.Scientist                  165000
## 25045   Tier2 Engineer.Scientist                  130000
## 25050   Tier2 Engineer.Scientist                  167000
## 25053   Tier2          BUSI.MGMT                  198000
## 25057   Other          BUSI.MGMT                  180000
## 25064   Other              Other                  150000
## 25066   FAANG Engineer.Scientist                   58000
## 25070   FAANG Engineer.Scientist                  248000
## 25071   FAANG Engineer.Scientist                  396000
## 25072   Tier2 Engineer.Scientist                  260000
## 25073   Tier2          BUSI.MGMT                  280000
## 25074   Other Engineer.Scientist                  117000
## 25076   FAANG              Other                  137000
## 25077   Other Engineer.Scientist                  130000
## 25083   Tier2 Engineer.Scientist                  128000
## 25085   Tier2 Engineer.Scientist                  188000
## 25086   Tier2 Engineer.Scientist                  201000
## 25090   Other          BUSI.MGMT                  146000
## 25093   FAANG Engineer.Scientist                  226000
## 25094   Tier2 Engineer.Scientist                  175000
## 25095   FAANG          BUSI.MGMT                  136000
## 25106   FAANG Engineer.Scientist                  248000
## 25109   FAANG Engineer.Scientist                  265000
## 25110   Tier2 Engineer.Scientist                  420000
## 25111   Tier2              Other                  121000
## 25116   FAANG Engineer.Scientist                  337000
## 25117   Other Engineer.Scientist                  164000
## 25118   Other          BUSI.MGMT                   55000
## 25124   FAANG Engineer.Scientist                  234000
## 25126   Other Engineer.Scientist                   26000
## 25129   Tier2 Engineer.Scientist                  132000
## 25136   FAANG Engineer.Scientist                  254000
## 25138   FAANG Engineer.Scientist                  199000
## 25139   Tier2          BUSI.MGMT                  111000
## 25142   FAANG Engineer.Scientist                  189000
## 25144   Tier2 Engineer.Scientist                  158000
## 25147   Tier2 Engineer.Scientist                  145000
## 25149   FAANG Engineer.Scientist                  385000
## 25150   Other          BUSI.MGMT                  201000
## 25152   Tier2              Other                  235000
## 25153   FAANG Engineer.Scientist                  176000
## 25154   Other          BUSI.MGMT                  180000
## 25155   Tier2          BUSI.MGMT                  213000
## 25156   Other          BUSI.MGMT                  440000
## 25160   Tier2 Engineer.Scientist                  150000
## 25163   Other Engineer.Scientist                  493000
## 25170   Other Engineer.Scientist                  240000
## 25172   Other          BUSI.MGMT                  190000
## 25173   Other Engineer.Scientist                  170000
## 25181   FAANG Engineer.Scientist                  170000
## 25183   Other Engineer.Scientist                  104000
## 25187   FAANG              Other                  129000
## 25188   FAANG          BUSI.MGMT                  261000
## 25191   Tier2              Other                  185000
## 25194   FAANG Engineer.Scientist                  355000
## 25196   Other          BUSI.MGMT                  202000
## 25203   Tier2 Engineer.Scientist                  205000
## 25204   Other Engineer.Scientist                   15000
## 25208   Tier2 Engineer.Scientist                  130000
## 25210   Other Engineer.Scientist                   97000
## 25213   Other Engineer.Scientist                   70000
## 25215   Other Engineer.Scientist                  145000
## 25217   Other Engineer.Scientist                  108000
## 25219   Other Engineer.Scientist                  113000
## 25222   FAANG              Other                  330000
## 25226   FAANG              Other                  251000
## 25227   Tier2 Engineer.Scientist                  205000
## 25229   Tier2 Engineer.Scientist                  135000
## 25230   Other Engineer.Scientist                  365000
## 25231   Tier2              Other                  170000
## 25232   Tier2          BUSI.MGMT                  162000
## 25234   FAANG Engineer.Scientist                  175000
## 25236   Other          BUSI.MGMT                  160000
## 25241   FAANG Engineer.Scientist                  594000
## 25244   Other          BUSI.MGMT                   98000
## 25245   Other          BUSI.MGMT                  225000
## 25246   Other          BUSI.MGMT                  172000
## 25248   Tier2 Engineer.Scientist                  138000
## 25253   Other          BUSI.MGMT                  108000
## 25255   FAANG Engineer.Scientist                  226000
## 25256   Tier2              Other                  196000
## 25257   Tier2 Engineer.Scientist                  162000
## 25261   Other              Other                  140000
## 25262   Other Engineer.Scientist                  175000
## 25263   FAANG              Other                  279000
## 25267   Other Engineer.Scientist                  123000
## 25273   Tier2 Engineer.Scientist                  403000
## 25275   FAANG Engineer.Scientist                  273000
## 25276   FAANG          BUSI.MGMT                  156000
## 25277   FAANG Engineer.Scientist                  225000
## 25279   FAANG          BUSI.MGMT                  300000
## 25281   Tier2 Engineer.Scientist                  165000
## 25282   FAANG Engineer.Scientist                  200000
## 25283   FAANG Engineer.Scientist                  130000
## 25285   Other Engineer.Scientist                   47000
## 25286   FAANG Engineer.Scientist                  155000
## 25287   Other          BUSI.MGMT                   53000
## 25288   Other Engineer.Scientist                   21000
## 25289   Other Engineer.Scientist                  210000
## 25291   FAANG Engineer.Scientist                  349000
## 25294   Other Engineer.Scientist                  214000
## 25295   Other              Other                   59000
## 25298   Other          BUSI.MGMT                   73000
## 25299   Tier2 Engineer.Scientist                   24000
## 25300   FAANG Engineer.Scientist                  255000
## 25301   FAANG Engineer.Scientist                  162000
## 25307   Other              Other                  182000
## 25308   Tier2 Engineer.Scientist                  145000
## 25310   Tier2 Engineer.Scientist                  220000
## 25314   Tier2          BUSI.MGMT                  190000
## 25316   Other          BUSI.MGMT                  300000
## 25318   FAANG Engineer.Scientist                  190000
## 25326   Tier2          BUSI.MGMT                   87000
## 25328   Other          BUSI.MGMT                  166000
## 25329   Tier2 Engineer.Scientist                  152000
## 25330   Tier2 Engineer.Scientist                  115000
## 25334   Tier2          BUSI.MGMT                  212000
## 25336   Other Engineer.Scientist                  250000
## 25337   Tier2 Engineer.Scientist                  165000
## 25338   Tier2              Other                  222000
## 25339   FAANG              Other                  230000
## 25340   Other Engineer.Scientist                  115000
## 25342   FAANG Engineer.Scientist                  105000
## 25343   Tier2          BUSI.MGMT                  155000
## 25345   FAANG Engineer.Scientist                  285000
## 25353   FAANG          BUSI.MGMT                  255000
## 25355   FAANG Engineer.Scientist                  248000
## 25356   Other Engineer.Scientist                  270000
## 25364   Other Engineer.Scientist                  120000
## 25365   Tier2 Engineer.Scientist                  164000
## 25367   Tier2 Engineer.Scientist                  201000
## 25369   Other          BUSI.MGMT                   42000
## 25370   FAANG Engineer.Scientist                  238000
## 25372   Tier2          BUSI.MGMT                   64000
## 25374   Tier2 Engineer.Scientist                  174000
## 25375   FAANG Engineer.Scientist                  289000
## 25377   Other Engineer.Scientist                   92000
## 25378   Other Engineer.Scientist                  190000
## 25381   Other          BUSI.MGMT                  390000
## 25383   Other Engineer.Scientist                  200000
## 25387   Tier2          BUSI.MGMT                   73000
## 25389   Tier2 Engineer.Scientist                  175000
## 25392   Tier2 Engineer.Scientist                  315000
## 25393   Other Engineer.Scientist                   36000
## 25394   Other          BUSI.MGMT                  160000
## 25400   Tier2 Engineer.Scientist                  270000
## 25403   Other Engineer.Scientist                  150000
## 25404   Other Engineer.Scientist                  181000
## 25406   Other Engineer.Scientist                  173000
## 25407   Other          BUSI.MGMT                  370000
## 25410   Other          BUSI.MGMT                   87000
## 25412   Other          BUSI.MGMT                  175000
## 25413   Tier2 Engineer.Scientist                  170000
## 25416   FAANG          BUSI.MGMT                  209000
## 25418   Tier2              Other                  239000
## 25422   Tier2          BUSI.MGMT                   81000
## 25424   FAANG              Other                  330000
## 25427   Tier2          BUSI.MGMT                  375000
## 25428   Other Engineer.Scientist                  227000
## 25434   Tier2 Engineer.Scientist                  140000
## 25436   Other          BUSI.MGMT                  105000
## 25438   Tier2 Engineer.Scientist                  320000
## 25439   FAANG Engineer.Scientist                  200000
## 25441   Other Engineer.Scientist                  175000
## 25453   Other Engineer.Scientist                  135000
## 25456   FAANG          BUSI.MGMT                  295000
## 25457   Other Engineer.Scientist                  158000
## 25459   Other Engineer.Scientist                   57000
## 25467   Other          BUSI.MGMT                  380000
## 25470   Other Engineer.Scientist                  116000
## 25471   Other Engineer.Scientist                  132000
## 25474   FAANG Engineer.Scientist                  105000
## 25478   Tier2 Engineer.Scientist                  270000
## 25480   Tier2          BUSI.MGMT                   80000
## 25483   Tier2 Engineer.Scientist                  225000
## 25484   Tier2 Engineer.Scientist                  240000
## 25486   Other Engineer.Scientist                  128000
## 25487   FAANG Engineer.Scientist                  172000
## 25489   Tier2 Engineer.Scientist                  192000
## 25490   Other Engineer.Scientist                   77000
## 25495   FAANG          BUSI.MGMT                  385000
## 25496   Other Engineer.Scientist                  109000
## 25501   Tier2 Engineer.Scientist                  248000
## 25505   Other Engineer.Scientist                   78000
## 25506   FAANG          BUSI.MGMT                   72000
## 25509   FAANG Engineer.Scientist                  173000
## 25513   Tier2 Engineer.Scientist                   38000
## 25515   FAANG Engineer.Scientist                  215000
## 25516   Other Engineer.Scientist                  155000
## 25521   Tier2 Engineer.Scientist                  191000
## 25522   FAANG Engineer.Scientist                  253000
## 25523   Other          BUSI.MGMT                  190000
## 25526   Other Engineer.Scientist                  262000
## 25533   Tier2 Engineer.Scientist                  206000
## 25536   FAANG Engineer.Scientist                  202000
## 25539   Other Engineer.Scientist                  130000
## 25540   Other Engineer.Scientist                  175000
## 25543   Tier2 Engineer.Scientist                  346000
## 25549   FAANG              Other                  170000
## 25552   Tier2          BUSI.MGMT                   95000
## 25554   FAANG Engineer.Scientist                  265000
## 25561   Other Engineer.Scientist                  125000
## 25562   FAANG Engineer.Scientist                  135000
## 25566   Tier2              Other                  262000
## 25567   FAANG Engineer.Scientist                  490000
## 25568   Other Engineer.Scientist                  128000
## 25569   FAANG Engineer.Scientist                  230000
## 25574   Other Engineer.Scientist                  246000
## 25575   Tier2              Other                  200000
## 25578   Tier2          BUSI.MGMT                  235000
## 25582   FAANG Engineer.Scientist                  245000
## 25584   Other Engineer.Scientist                  135000
## 25588   Other Engineer.Scientist                  100000
## 25590   Other          BUSI.MGMT                   62000
## 25591   Other Engineer.Scientist                  119000
## 25592   FAANG Engineer.Scientist                  230000
## 25600   FAANG Engineer.Scientist                  320000
## 25602   Tier2 Engineer.Scientist                  320000
## 25603   Other Engineer.Scientist                   85000
## 25606   Tier2          BUSI.MGMT                  116000
## 25607   Other Engineer.Scientist                  120000
## 25608   FAANG Engineer.Scientist                  325000
## 25612   Other              Other                  140000
## 25613   Tier2          BUSI.MGMT                  142000
## 25617   Tier2          BUSI.MGMT                  150000
## 25618   Tier2          BUSI.MGMT                  292000
## 25621   Tier2 Engineer.Scientist                  140000
## 25622   Other Engineer.Scientist                  115000
## 25626   Other Engineer.Scientist                  283000
## 25627   Other Engineer.Scientist                  161000
## 25630   FAANG Engineer.Scientist                  350000
## 25632   Tier2              Other                   92000
## 25634   Other Engineer.Scientist                  225000
## 25638   FAANG Engineer.Scientist                  221000
## 25639   Other Engineer.Scientist                   47000
## 25642   Other Engineer.Scientist                  223000
## 25643   Tier2          BUSI.MGMT                  175000
## 25644   Other Engineer.Scientist                  175000
## 25646   Tier2 Engineer.Scientist                   62000
## 25647   Other              Other                   85000
## 25648   Other Engineer.Scientist                   53000
## 25649   FAANG Engineer.Scientist                  220000
## 25650   FAANG          BUSI.MGMT                  383000
## 25651   FAANG Engineer.Scientist                  192000
## 25653   Other Engineer.Scientist                   43000
## 25654   Other              Other                  164000
## 25657   Tier2 Engineer.Scientist                  146000
## 25659   Other Engineer.Scientist                  105000
## 25660   FAANG Engineer.Scientist                  175000
## 25662   Other          BUSI.MGMT                  107000
## 25663   FAANG Engineer.Scientist                  220000
## 25665   Tier2 Engineer.Scientist                  345000
## 25669   Tier2          BUSI.MGMT                  195000
## 25670   Other Engineer.Scientist                  177000
## 25671   Other          BUSI.MGMT                  203000
## 25675   FAANG Engineer.Scientist                  567000
## 25689   FAANG Engineer.Scientist                  370000
## 25690   Tier2          BUSI.MGMT                  193000
## 25691   FAANG Engineer.Scientist                  188000
## 25692   Other          BUSI.MGMT                  173000
## 25694   Tier2          BUSI.MGMT                  220000
## 25698   Other Engineer.Scientist                  200000
## 25699   Tier2 Engineer.Scientist                  110000
## 25701   Other          BUSI.MGMT                  210000
## 25703   Tier2              Other                  164000
## 25704   FAANG Engineer.Scientist                  400000
## 25709   Tier2          BUSI.MGMT                  198000
## 25714   Other          BUSI.MGMT                   80000
## 25716   Other          BUSI.MGMT                  275000
## 25721   FAANG Engineer.Scientist                  253000
## 25726   Other Engineer.Scientist                  192000
## 25727   Tier2 Engineer.Scientist                  180000
## 25729   Other Engineer.Scientist                   25000
## 25734   Tier2          BUSI.MGMT                   85000
## 25738   Tier2 Engineer.Scientist                  194000
## 25741   Other Engineer.Scientist                  165000
## 25745   Other Engineer.Scientist                   47000
## 25746   Other Engineer.Scientist                   12000
## 25747   Other          BUSI.MGMT                   86000
## 25749   FAANG Engineer.Scientist                  204000
## 25752   Tier2 Engineer.Scientist                   45000
## 25753   Tier2 Engineer.Scientist                  235000
## 25757   Other Engineer.Scientist                  117000
## 25759   Other Engineer.Scientist                  166000
## 25762   Other          BUSI.MGMT                  119000
## 25763   Other Engineer.Scientist                   85000
## 25766   Tier2 Engineer.Scientist                  167000
## 25767   Tier2          BUSI.MGMT                  163000
## 25768   Tier2          BUSI.MGMT                  150000
## 25779   Tier2 Engineer.Scientist                  170000
## 25780   Tier2              Other                  219000
## 25786   Other Engineer.Scientist                  138000
## 25788   FAANG          BUSI.MGMT                  169000
## 25790   Other Engineer.Scientist                  205000
## 25791   Tier2          BUSI.MGMT                  172000
## 25792   FAANG Engineer.Scientist                  196000
## 25793   Other Engineer.Scientist                  181000
## 25795   Tier2 Engineer.Scientist                  108000
## 25798   FAANG Engineer.Scientist                  220000
## 25807   FAANG Engineer.Scientist                  261000
## 25808   Other          BUSI.MGMT                  300000
## 25809   Tier2 Engineer.Scientist                  213000
## 25813   Tier2 Engineer.Scientist                  467000
## 25814   Other Engineer.Scientist                  324000
## 25815   Other Engineer.Scientist                  138000
## 25816   FAANG Engineer.Scientist                  215000
## 25817   Tier2 Engineer.Scientist                  128000
## 25819   Tier2 Engineer.Scientist                  216000
## 25821   Other Engineer.Scientist                  175000
## 25824   Other          BUSI.MGMT                  170000
## 25828   Other Engineer.Scientist                   93000
## 25831   Tier2          BUSI.MGMT                  127000
## 25834   Other Engineer.Scientist                  360000
## 25837   Other Engineer.Scientist                  140000
## 25838   Other Engineer.Scientist                  125000
## 25841   Other Engineer.Scientist                  103000
## 25845   Tier2 Engineer.Scientist                  212000
## 25846   FAANG Engineer.Scientist                   40000
## 25847   Tier2          BUSI.MGMT                  315000
## 25855   FAANG Engineer.Scientist                   40000
## 25860   Tier2 Engineer.Scientist                  172000
## 25861   Tier2 Engineer.Scientist                  160000
## 25862   FAANG Engineer.Scientist                  252000
## 25865   Other          BUSI.MGMT                   32000
## 25869   FAANG Engineer.Scientist                  207000
## 25872   Tier2 Engineer.Scientist                  149000
## 25873   Tier2 Engineer.Scientist                   85000
## 25874   Tier2 Engineer.Scientist                  180000
## 25878   Other          BUSI.MGMT                  189000
## 25879   Tier2 Engineer.Scientist                  399000
## 25880   Other          BUSI.MGMT                  342000
## 25882   Other Engineer.Scientist                  108000
## 25885   Other          BUSI.MGMT                   82000
## 25886   FAANG Engineer.Scientist                  148000
## 25890   FAANG Engineer.Scientist                  154000
## 25891   Other          BUSI.MGMT                  110000
## 25893   Other          BUSI.MGMT                  238000
## 25896   Tier2              Other                  195000
## 25898   Other              Other                  167000
## 25900   Other          BUSI.MGMT                  159000
## 25908   FAANG Engineer.Scientist                  340000
## 25909   Tier2 Engineer.Scientist                  190000
## 25915   Other Engineer.Scientist                  230000
## 25917   Tier2          BUSI.MGMT                  200000
## 25920   Other Engineer.Scientist                   95000
## 25922   Tier2          BUSI.MGMT                  140000
## 25927   Tier2 Engineer.Scientist                  170000
## 25929   Tier2 Engineer.Scientist                  320000
## 25930   FAANG Engineer.Scientist                  460000
## 25933   Tier2 Engineer.Scientist                  135000
## 25934   Tier2          BUSI.MGMT                  221000
## 25936   Tier2 Engineer.Scientist                  174000
## 25937   Tier2 Engineer.Scientist                  109000
## 25939   Other              Other                   40000
## 25941   Tier2 Engineer.Scientist                   12000
## 25947   Other Engineer.Scientist                   92000
## 25949   FAANG Engineer.Scientist                  425000
## 25955   Tier2 Engineer.Scientist                  103000
## 25960   Other Engineer.Scientist                  105000
## 25967   Tier2 Engineer.Scientist                  122000
## 25968   Other Engineer.Scientist                  270000
## 25969   Other Engineer.Scientist                   25000
## 25973   FAANG Engineer.Scientist                  370000
## 25977   Tier2          BUSI.MGMT                  164000
## 25978   Other Engineer.Scientist                  248000
## 25981   Tier2              Other                  153000
## 25984   FAANG Engineer.Scientist                  341000
## 25988   Other Engineer.Scientist                  160000
## 25989   Tier2 Engineer.Scientist                   45000
## 25990   FAANG Engineer.Scientist                  194000
## 25991   FAANG Engineer.Scientist                  253000
## 26000   Tier2 Engineer.Scientist                  325000
## 26002   Other          BUSI.MGMT                  165000
## 26007   Other Engineer.Scientist                  165000
## 26008   Tier2 Engineer.Scientist                   85000
## 26009   FAANG Engineer.Scientist                  600000
## 26011   Other Engineer.Scientist                  226000
## 26012   FAANG Engineer.Scientist                  155000
## 26013   Tier2 Engineer.Scientist                   38000
## 26018   FAANG Engineer.Scientist                  175000
## 26019   Other Engineer.Scientist                   85000
## 26025   Other              Other                  100000
## 26026   Other Engineer.Scientist                  145000
## 26028   FAANG          BUSI.MGMT                   90000
## 26035   FAANG Engineer.Scientist                  164000
## 26037   Other Engineer.Scientist                   83000
## 26043   FAANG Engineer.Scientist                  588000
## 26047   FAANG Engineer.Scientist                  210000
## 26050   Tier2 Engineer.Scientist                  193000
## 26052   Other              Other                   91000
## 26057   FAANG          BUSI.MGMT                  400000
## 26058   FAANG          BUSI.MGMT                  230000
## 26059   Other Engineer.Scientist                  130000
## 26060   FAANG Engineer.Scientist                  329000
## 26069   FAANG Engineer.Scientist                  464000
## 26070   FAANG Engineer.Scientist                  173000
## 26074   Tier2          BUSI.MGMT                   83000
## 26077   FAANG Engineer.Scientist                  161000
## 26082   FAANG              Other                  250000
## 26083   FAANG Engineer.Scientist                  400000
## 26086   Tier2 Engineer.Scientist                  130000
## 26091   FAANG Engineer.Scientist                   57000
## 26092   Tier2 Engineer.Scientist                   83000
## 26094   Other Engineer.Scientist                  155000
## 26096   FAANG Engineer.Scientist                  162000
## 26097   FAANG Engineer.Scientist                  245000
## 26102   FAANG Engineer.Scientist                  169000
## 26105   Other Engineer.Scientist                  132000
## 26106   Tier2 Engineer.Scientist                   23000
## 26107   Tier2 Engineer.Scientist                  203000
## 26108   Other Engineer.Scientist                  130000
## 26115   Other Engineer.Scientist                   72000
## 26117   FAANG              Other                  250000
## 26119   Other Engineer.Scientist                   82000
## 26120   Other Engineer.Scientist                  108000
## 26123   FAANG Engineer.Scientist                  184000
## 26132   Tier2          BUSI.MGMT                   53000
## 26136   Tier2          BUSI.MGMT                   32000
## 26137   Tier2          BUSI.MGMT                  112000
## 26139   Tier2 Engineer.Scientist                   57000
## 26142   Other Engineer.Scientist                  120000
## 26143   Tier2          BUSI.MGMT                  200000
## 26146   Tier2 Engineer.Scientist                   87000
## 26150   Other Engineer.Scientist                   59000
## 26152   Other Engineer.Scientist                   85000
## 26154   FAANG Engineer.Scientist                  420000
## 26155   Other Engineer.Scientist                  330000
## 26158   FAANG          BUSI.MGMT                  358000
## 26159   Other Engineer.Scientist                   80000
## 26160   Other          BUSI.MGMT                  215000
## 26164   FAANG Engineer.Scientist                  251000
## 26165   FAANG Engineer.Scientist                  186000
## 26168   FAANG Engineer.Scientist                  175000
## 26176   Other          BUSI.MGMT                   78000
## 26179   Other Engineer.Scientist                  101000
## 26184   FAANG Engineer.Scientist                  487000
## 26185   Other Engineer.Scientist                  210000
## 26186   Other          BUSI.MGMT                  304000
## 26191   FAANG              Other                  214000
## 26195   Other Engineer.Scientist                   87000
## 26198   Tier2          BUSI.MGMT                   92000
## 26202   Other Engineer.Scientist                   76000
## 26205   Other Engineer.Scientist                  105000
## 26207   FAANG          BUSI.MGMT                  345000
## 26208   FAANG Engineer.Scientist                  631000
## 26209   Other          BUSI.MGMT                  138000
## 26211   Other Engineer.Scientist                  175000
## 26214   Tier2 Engineer.Scientist                  118000
## 26220   Other Engineer.Scientist                   15000
## 26221   Tier2          BUSI.MGMT                  100000
## 26222   Other Engineer.Scientist                  120000
## 26223   Tier2              Other                  135000
## 26224   Tier2              Other                  224000
## 26230   Tier2 Engineer.Scientist                  239000
## 26234   Tier2 Engineer.Scientist                  220000
## 26236   Tier2          BUSI.MGMT                  135000
## 26243   Other Engineer.Scientist                  130000
## 26246   FAANG              Other                  180000
## 26247   FAANG Engineer.Scientist                  246000
## 26248   Other Engineer.Scientist                  210000
## 26249   FAANG Engineer.Scientist                  121000
## 26250   Tier2 Engineer.Scientist                  135000
## 26251   Tier2 Engineer.Scientist                  223000
## 26252   Other Engineer.Scientist                  204000
## 26257   Other Engineer.Scientist                  275000
## 26260   FAANG Engineer.Scientist                   87000
## 26263   FAANG Engineer.Scientist                  304000
## 26264   Tier2 Engineer.Scientist                  136000
## 26268   Tier2          BUSI.MGMT                   90000
## 26269   Other Engineer.Scientist                  410000
## 26270   Other              Other                  263000
## 26275   Other Engineer.Scientist                   80000
## 26286   Tier2 Engineer.Scientist                  155000
## 26289   FAANG          BUSI.MGMT                  113000
## 26292   FAANG          BUSI.MGMT                  584000
## 26294   Other Engineer.Scientist                   40000
## 26295   Other Engineer.Scientist                  205000
## 26298   FAANG          BUSI.MGMT                  191000
## 26299   Tier2 Engineer.Scientist                  130000
## 26301   FAANG Engineer.Scientist                  395000
## 26302   FAANG Engineer.Scientist                  400000
## 26307   Tier2 Engineer.Scientist                   11000
## 26308   Other Engineer.Scientist                  200000
## 26310   Tier2 Engineer.Scientist                   55000
## 26311   FAANG Engineer.Scientist                  267000
## 26313   FAANG Engineer.Scientist                  420000
## 26314   Tier2 Engineer.Scientist                  160000
## 26315   Tier2 Engineer.Scientist                  169000
## 26316   Other Engineer.Scientist                   97000
## 26317   Tier2 Engineer.Scientist                   33000
## 26323   Other          BUSI.MGMT                  121000
## 26324   Tier2 Engineer.Scientist                  102000
## 26328   Other Engineer.Scientist                  163000
## 26333   FAANG Engineer.Scientist                  473000
## 26334   Tier2              Other                  270000
## 26337   FAANG Engineer.Scientist                  550000
## 26345   Other Engineer.Scientist                  175000
## 26347   Tier2          BUSI.MGMT                  190000
## 26348   Other Engineer.Scientist                  143000
## 26351   Other Engineer.Scientist                  168000
## 26352   Other Engineer.Scientist                  310000
## 26354   FAANG Engineer.Scientist                   61000
## 26357   Other Engineer.Scientist                  143000
## 26358   Tier2 Engineer.Scientist                  178000
## 26361   FAANG Engineer.Scientist                  253000
## 26362   Other Engineer.Scientist                  275000
## 26364   FAANG Engineer.Scientist                  538000
## 26366   Other Engineer.Scientist                  109000
## 26367   Other Engineer.Scientist                  284000
## 26370   Other Engineer.Scientist                  141000
## 26372   Other Engineer.Scientist                  228000
## 26376   Tier2          BUSI.MGMT                  213000
## 26377   Other Engineer.Scientist                  162000
## 26379   Tier2 Engineer.Scientist                  139000
## 26381   Tier2 Engineer.Scientist                  139000
## 26384   Other Engineer.Scientist                  196000
## 26385   Other Engineer.Scientist                   88000
## 26390   Other Engineer.Scientist                  140000
## 26391   Other Engineer.Scientist                  210000
## 26392   Tier2 Engineer.Scientist                  205000
## 26394   FAANG          BUSI.MGMT                  296000
## 26399   Other Engineer.Scientist                  340000
## 26410   Tier2 Engineer.Scientist                  110000
## 26413   Other Engineer.Scientist                  106000
## 26417   Other Engineer.Scientist                   10000
## 26421   FAANG Engineer.Scientist                  254000
## 26423   Other Engineer.Scientist                  200000
## 26425   FAANG          BUSI.MGMT                  200000
## 26426   Tier2          BUSI.MGMT                  133000
## 26428   Other          BUSI.MGMT                  115000
## 26429   Other          BUSI.MGMT                  511000
## 26431   FAANG          BUSI.MGMT                 1203000
## 26436   Other Engineer.Scientist                  152000
## 26438   Other Engineer.Scientist                  144000
## 26447   FAANG Engineer.Scientist                  112000
## 26448   FAANG          BUSI.MGMT                  295000
## 26451   Other              Other                  164000
## 26452   Tier2 Engineer.Scientist                  150000
## 26453   Tier2              Other                  128000
## 26455   FAANG Engineer.Scientist                  227000
## 26457   FAANG          BUSI.MGMT                  230000
## 26460   FAANG Engineer.Scientist                  157000
## 26466   Other          BUSI.MGMT                  200000
## 26467   FAANG          BUSI.MGMT                  270000
## 26476   Other Engineer.Scientist                  190000
## 26478   Tier2 Engineer.Scientist                  120000
## 26487   Tier2 Engineer.Scientist                  180000
## 26489   Tier2 Engineer.Scientist                  225000
## 26490   Tier2          BUSI.MGMT                  295000
## 26491   Other Engineer.Scientist                   78000
## 26502   Tier2 Engineer.Scientist                  331000
## 26505   Other Engineer.Scientist                  570000
## 26506   FAANG Engineer.Scientist                  300000
## 26509   FAANG Engineer.Scientist                 1185000
## 26513   Tier2 Engineer.Scientist                  173000
## 26515   Other Engineer.Scientist                  200000
## 26519   Other Engineer.Scientist                  211000
## 26526   FAANG              Other                  140000
## 26527   Other Engineer.Scientist                  222000
## 26530   Other Engineer.Scientist                  230000
## 26531   FAANG Engineer.Scientist                  184000
## 26533   Other Engineer.Scientist                  250000
## 26535   Tier2          BUSI.MGMT                  251000
## 26540   Tier2          BUSI.MGMT                  244000
## 26544   Other          BUSI.MGMT                  158000
## 26545   FAANG Engineer.Scientist                  404000
## 26549   Other Engineer.Scientist                  243000
## 26551   Other          BUSI.MGMT                  238000
## 26553   Tier2              Other                   73000
## 26554   Tier2 Engineer.Scientist                  115000
## 26557   Other Engineer.Scientist                  680000
## 26561   Tier2 Engineer.Scientist                   27000
## 26562   Tier2 Engineer.Scientist                  150000
## 26563   Other              Other                  109000
## 26565   Tier2 Engineer.Scientist                  280000
## 26568   FAANG Engineer.Scientist                  191000
## 26569   Other Engineer.Scientist                  107000
## 26570   Other          BUSI.MGMT                  225000
## 26579   Tier2 Engineer.Scientist                  120000
## 26581   FAANG Engineer.Scientist                  275000
## 26588   FAANG Engineer.Scientist                  268000
## 26590   FAANG Engineer.Scientist                  170000
## 26594   Tier2 Engineer.Scientist                  202000
## 26595   Tier2 Engineer.Scientist                   93000
## 26600   FAANG Engineer.Scientist                  524000
## 26606   Tier2 Engineer.Scientist                  103000
## 26610   Tier2 Engineer.Scientist                  171000
## 26614   Tier2 Engineer.Scientist                  118000
## 26615   Tier2 Engineer.Scientist                  149000
## 26617   Other              Other                  210000
## 26618   FAANG Engineer.Scientist                  172000
## 26625   Other Engineer.Scientist                   86000
## 26626   Tier2 Engineer.Scientist                   59000
## 26628   Tier2 Engineer.Scientist                   76000
## 26629   FAANG Engineer.Scientist                  305000
## 26630   Other          BUSI.MGMT                  184000
## 26632   FAANG Engineer.Scientist                  895000
## 26634   Other          BUSI.MGMT                  280000
## 26635   FAANG              Other                  112000
## 26638   Other Engineer.Scientist                  273000
## 26644   Other Engineer.Scientist                  175000
## 26645   Tier2              Other                  122000
## 26647   Other Engineer.Scientist                   97000
## 26650   FAANG Engineer.Scientist                  385000
## 26651   Tier2 Engineer.Scientist                  170000
## 26652   Other Engineer.Scientist                  198000
## 26657   FAANG              Other                  198000
## 26665   Tier2 Engineer.Scientist                  195000
## 26666   Tier2          BUSI.MGMT                  170000
## 26670   Tier2 Engineer.Scientist                  171000
## 26671   FAANG Engineer.Scientist                  200000
## 26672   Tier2 Engineer.Scientist                   98000
## 26674   FAANG Engineer.Scientist                  277000
## 26675   Tier2 Engineer.Scientist                  194000
## 26686   FAANG Engineer.Scientist                  359000
## 26688   Tier2 Engineer.Scientist                  252000
## 26689   Tier2 Engineer.Scientist                  140000
## 26690   FAANG Engineer.Scientist                  385000
## 26692   Other          BUSI.MGMT                  153000
## 26693   Other Engineer.Scientist                  260000
## 26701   FAANG          BUSI.MGMT                  225000
## 26704   FAANG Engineer.Scientist                  161000
## 26705   FAANG Engineer.Scientist                  284000
## 26706   Tier2 Engineer.Scientist                  290000
## 26707   Other Engineer.Scientist                  550000
## 26709   Other Engineer.Scientist                  245000
## 26711   FAANG Engineer.Scientist                  205000
## 26712   FAANG              Other                  550000
## 26714   Other Engineer.Scientist                  330000
## 26715   Other          BUSI.MGMT                  240000
## 26721   Other Engineer.Scientist                  167000
## 26723   FAANG Engineer.Scientist                  195000
## 26725   Tier2              Other                  306000
## 26728   Other Engineer.Scientist                  135000
## 26733   Other          BUSI.MGMT                  112000
## 26734   Tier2 Engineer.Scientist                  166000
## 26735   Other Engineer.Scientist                   93000
## 26737   Other Engineer.Scientist                   83000
## 26738   Other Engineer.Scientist                   76000
## 26740   Other              Other                  142000
## 26742   Tier2          BUSI.MGMT                   64000
## 26744   Tier2 Engineer.Scientist                  180000
## 26747   Other Engineer.Scientist                   88000
## 26748   Other Engineer.Scientist                   59000
## 26750   FAANG          BUSI.MGMT                  315000
## 26751   Other Engineer.Scientist                  302000
## 26752   Other Engineer.Scientist                  210000
## 26755   Other Engineer.Scientist                   88000
## 26760   Other Engineer.Scientist                  225000
## 26762   Tier2 Engineer.Scientist                  110000
## 26763   Other Engineer.Scientist                  185000
## 26765   Tier2 Engineer.Scientist                  150000
## 26768   FAANG Engineer.Scientist                  235000
## 26769   Tier2          BUSI.MGMT                  119000
## 26770   Other          BUSI.MGMT                   93000
## 26774   FAANG Engineer.Scientist                  197000
## 26776   FAANG Engineer.Scientist                  185000
## 26779   Tier2          BUSI.MGMT                  135000
## 26780   Other              Other                  175000
## 26781   Other              Other                  180000
## 26784   Tier2 Engineer.Scientist                  370000
## 26785   Other Engineer.Scientist                  137000
## 26788   FAANG              Other                  116000
## 26791   Tier2 Engineer.Scientist                  180000
## 26800   Tier2          BUSI.MGMT                  255000
## 26803   FAANG              Other                  240000
## 26807   Tier2 Engineer.Scientist                  127000
## 26808   Tier2 Engineer.Scientist                  138000
## 26810   FAANG Engineer.Scientist                  318000
## 26811   Other Engineer.Scientist                  155000
## 26813   FAANG Engineer.Scientist                  263000
## 26814   Tier2 Engineer.Scientist                  180000
## 26815   Other Engineer.Scientist                  398000
## 26817   Tier2 Engineer.Scientist                  138000
## 26821   Tier2 Engineer.Scientist                  750000
## 26822   FAANG              Other                  139000
## 26824   Other          BUSI.MGMT                   24000
## 26825   Tier2 Engineer.Scientist                   47000
## 26827   FAANG Engineer.Scientist                  208000
## 26828   Other          BUSI.MGMT                   42000
## 26830   Tier2 Engineer.Scientist                  195000
## 26835   Other Engineer.Scientist                  153000
## 26837   FAANG          BUSI.MGMT                  376000
## 26838   Tier2 Engineer.Scientist                  165000
## 26841   Other Engineer.Scientist                  140000
## 26843   Tier2 Engineer.Scientist                  300000
## 26844   Other Engineer.Scientist                  375000
## 26849   FAANG Engineer.Scientist                  210000
## 26853   FAANG Engineer.Scientist                  580000
## 26868   Tier2          BUSI.MGMT                   56000
## 26872   Tier2 Engineer.Scientist                  189000
## 26874   Tier2          BUSI.MGMT                  396000
## 26877   Other Engineer.Scientist                  208000
## 26878   Tier2 Engineer.Scientist                  181000
## 26882   Other Engineer.Scientist                   65000
## 26886   Tier2 Engineer.Scientist                  148000
## 26887   Tier2 Engineer.Scientist                  185000
## 26889   Tier2 Engineer.Scientist                  214000
## 26890   Tier2 Engineer.Scientist                  145000
## 26897   Tier2 Engineer.Scientist                  204000
## 26899   Tier2 Engineer.Scientist                  210000
## 26901   FAANG          BUSI.MGMT                  433000
## 26903   Other Engineer.Scientist                  112000
## 26905   FAANG Engineer.Scientist                  407000
## 26908   Tier2 Engineer.Scientist                  121000
## 26910   Other Engineer.Scientist                  151000
## 26913   Tier2          BUSI.MGMT                  305000
## 26914   Other Engineer.Scientist                  248000
## 26917   Tier2 Engineer.Scientist                  398000
## 26924   Other Engineer.Scientist                  240000
## 26925   Other Engineer.Scientist                  300000
## 26933   Other Engineer.Scientist                  183000
## 26935   Tier2 Engineer.Scientist                  310000
## 26936   Tier2 Engineer.Scientist                  224000
## 26937   Tier2 Engineer.Scientist                  400000
## 26939   FAANG Engineer.Scientist                  200000
## 26941   Other Engineer.Scientist                  161000
## 26945   Tier2          BUSI.MGMT                  145000
## 26947   Other Engineer.Scientist                  212000
## 26950   Tier2 Engineer.Scientist                  139000
## 26958   FAANG Engineer.Scientist                  393000
## 26959   Tier2              Other                  205000
## 26963   Tier2 Engineer.Scientist                  120000
## 26965   Other Engineer.Scientist                   93000
## 26970   FAANG Engineer.Scientist                  182000
## 26973   Other          BUSI.MGMT                  154000
## 26974   Other Engineer.Scientist                  207000
## 26975   Tier2 Engineer.Scientist                  153000
## 26981   Other          BUSI.MGMT                  150000
## 26984   Tier2 Engineer.Scientist                  214000
## 26985   Tier2 Engineer.Scientist                  340000
## 26986   FAANG Engineer.Scientist                  286000
## 26991   FAANG Engineer.Scientist                  420000
## 26992   Tier2 Engineer.Scientist                  175000
## 26993   FAANG Engineer.Scientist                  155000
## 26994   Tier2 Engineer.Scientist                  203000
## 26996   Tier2 Engineer.Scientist                  187000
## 26999   Tier2              Other                   30000
## 27000   Other Engineer.Scientist                  113000
## 27003   Tier2 Engineer.Scientist                  159000
## 27007   Other Engineer.Scientist                   64000
## 27013   FAANG              Other                  185000
## 27016   Tier2 Engineer.Scientist                   95000
## 27018   Other              Other                   30000
## 27022   Tier2              Other                  366000
## 27023   FAANG Engineer.Scientist                  233000
## 27024   Other Engineer.Scientist                  100000
## 27025   Other Engineer.Scientist                  106000
## 27028   Other Engineer.Scientist                  120000
## 27030   FAANG              Other                   78000
## 27033   FAANG          BUSI.MGMT                  178000
## 27035   FAANG Engineer.Scientist                  258000
## 27036   FAANG          BUSI.MGMT                  300000
## 27038   Other Engineer.Scientist                  204000
## 27040   Other Engineer.Scientist                  185000
## 27045   FAANG Engineer.Scientist                  195000
## 27047   Tier2          BUSI.MGMT                  106000
## 27048   Tier2 Engineer.Scientist                  149000
## 27053   FAANG          BUSI.MGMT                  225000
## 27054   Tier2 Engineer.Scientist                  150000
## 27055   Tier2 Engineer.Scientist                  205000
## 27056   Tier2 Engineer.Scientist                  275000
## 27057   Tier2 Engineer.Scientist                  422000
## 27060   Other Engineer.Scientist                  280000
## 27062   Other Engineer.Scientist                  264000
## 27063   Other Engineer.Scientist                  276000
## 27067   FAANG              Other                  157000
## 27068   FAANG Engineer.Scientist                  370000
## 27070   FAANG          BUSI.MGMT                  365000
## 27071   Tier2 Engineer.Scientist                  150000
## 27073   Other Engineer.Scientist                  123000
## 27080   Tier2 Engineer.Scientist                  345000
## 27081   Other Engineer.Scientist                  185000
## 27084   Tier2          BUSI.MGMT                  220000
## 27088   Other Engineer.Scientist                  195000
## 27091   Tier2 Engineer.Scientist                  209000
## 27097   Tier2          BUSI.MGMT                  230000
## 27100   Tier2 Engineer.Scientist                  264000
## 27101   FAANG Engineer.Scientist                  256000
## 27103   FAANG Engineer.Scientist                  221000
## 27108   FAANG Engineer.Scientist                  600000
## 27118   FAANG Engineer.Scientist                  195000
## 27124   Tier2 Engineer.Scientist                  174000
## 27126   Other Engineer.Scientist                   33000
## 27128   FAANG Engineer.Scientist                  152000
## 27134   FAANG          BUSI.MGMT                  335000
## 27135   Tier2          BUSI.MGMT                  280000
## 27136   Tier2 Engineer.Scientist                  100000
## 27139   Other Engineer.Scientist                  208000
## 27143   FAANG              Other                  224000
## 27144   FAANG Engineer.Scientist                  420000
## 27146   Other Engineer.Scientist                   55000
## 27151   Tier2              Other                  470000
## 27154   Other          BUSI.MGMT                  200000
## 27156   FAANG Engineer.Scientist                  204000
## 27158   Other Engineer.Scientist                   79000
## 27159   Other Engineer.Scientist                  245000
## 27162   Tier2 Engineer.Scientist                  231000
## 27163   FAANG Engineer.Scientist                  228000
## 27164   Other              Other                   89000
## 27172   FAANG Engineer.Scientist                  202000
## 27173   FAANG Engineer.Scientist                  217000
## 27176   Tier2 Engineer.Scientist                  160000
## 27177   Other Engineer.Scientist                  110000
## 27178   Tier2 Engineer.Scientist                  156000
## 27179   Other Engineer.Scientist                  163000
## 27180   Other          BUSI.MGMT                  127000
## 27181   Other          BUSI.MGMT                   84000
## 27182   Other Engineer.Scientist                  222000
## 27187   FAANG Engineer.Scientist                  108000
## 27192   Tier2 Engineer.Scientist                  147000
## 27193   Tier2 Engineer.Scientist                  276000
## 27194   Tier2 Engineer.Scientist                  143000
## 27200   Tier2 Engineer.Scientist                  155000
## 27201   Other          BUSI.MGMT                  345000
## 27202   Other Engineer.Scientist                   98000
## 27203   FAANG Engineer.Scientist                  369000
## 27207   FAANG Engineer.Scientist                  350000
## 27210   Tier2          BUSI.MGMT                  214000
## 27212   Other Engineer.Scientist                  150000
## 27213   Other Engineer.Scientist                  110000
## 27214   FAANG          BUSI.MGMT                  237000
## 27215   Tier2 Engineer.Scientist                  260000
## 27216   FAANG Engineer.Scientist                  259000
## 27224   Other Engineer.Scientist                  184000
## 27225   Tier2 Engineer.Scientist                  145000
## 27226   FAANG Engineer.Scientist                  167000
## 27228   FAANG Engineer.Scientist                  257000
## 27231   Tier2 Engineer.Scientist                  495000
## 27232   Tier2 Engineer.Scientist                  198000
## 27233   Tier2          BUSI.MGMT                  208000
## 27242   Other Engineer.Scientist                  350000
## 27244   FAANG Engineer.Scientist                  395000
## 27246   Other              Other                  190000
## 27247   Other Engineer.Scientist                   37000
## 27249   Other Engineer.Scientist                   94000
## 27252   Other Engineer.Scientist                  155000
## 27260   FAANG Engineer.Scientist                  167000
## 27264   Tier2 Engineer.Scientist                  170000
## 27267   Tier2          BUSI.MGMT                  254000
## 27275   Tier2          BUSI.MGMT                  115000
## 27278   Tier2 Engineer.Scientist                  187000
## 27282   Tier2          BUSI.MGMT                  189000
## 27285   Tier2 Engineer.Scientist                  173000
## 27286   Tier2 Engineer.Scientist                  177000
## 27288   Other Engineer.Scientist                  136000
## 27290   Other              Other                  130000
## 27292   Tier2 Engineer.Scientist                  192000
## 27294   Tier2 Engineer.Scientist                  175000
## 27295   FAANG Engineer.Scientist                  156000
## 27297   Other Engineer.Scientist                  106000
## 27299   Tier2          BUSI.MGMT                  113000
## 27301   Tier2 Engineer.Scientist                  189000
## 27303   FAANG              Other                  184000
## 27305   Tier2          BUSI.MGMT                  187000
## 27306   FAANG          BUSI.MGMT                  163000
## 27307   Other Engineer.Scientist                  302000
## 27309   Other Engineer.Scientist                  152000
## 27310   Tier2          BUSI.MGMT                  155000
## 27312   Other          BUSI.MGMT                  125000
## 27313   FAANG Engineer.Scientist                  203000
## 27315   FAANG Engineer.Scientist                  194000
## 27316   Tier2          BUSI.MGMT                  200000
## 27318   Other Engineer.Scientist                  165000
## 27319   FAANG              Other                  275000
## 27323   Other Engineer.Scientist                  150000
## 27326   Tier2 Engineer.Scientist                  195000
## 27330   Tier2 Engineer.Scientist                  173000
## 27335   Tier2 Engineer.Scientist                  200000
## 27336   Tier2 Engineer.Scientist                  220000
## 27343   Tier2 Engineer.Scientist                  190000
## 27344   Tier2          BUSI.MGMT                  225000
## 27348   Tier2          BUSI.MGMT                  255000
## 27350   Tier2 Engineer.Scientist                  210000
## 27353   Tier2              Other                  265000
## 27354   Tier2 Engineer.Scientist                  174000
## 27355   Other Engineer.Scientist                  300000
## 27356   Tier2 Engineer.Scientist                  270000
## 27357   Tier2          BUSI.MGMT                  252000
## 27358   Tier2 Engineer.Scientist                  420000
## 27360   FAANG              Other                  185000
## 27361   Other              Other                  120000
## 27363   Other Engineer.Scientist                  108000
## 27366   Other Engineer.Scientist                   80000
## 27367   FAANG          BUSI.MGMT                  385000
## 27368   Other Engineer.Scientist                  185000
## 27373   Tier2 Engineer.Scientist                  301000
## 27375   Tier2 Engineer.Scientist                   50000
## 27378   FAANG Engineer.Scientist                  239000
## 27379   Tier2          BUSI.MGMT                  300000
## 27380   Tier2 Engineer.Scientist                  393000
## 27382   Tier2          BUSI.MGMT                  359000
## 27384   Tier2 Engineer.Scientist                  320000
## 27386   Other Engineer.Scientist                  240000
## 27390   FAANG          BUSI.MGMT                  387000
## 27392   Tier2 Engineer.Scientist                   98000
## 27393   FAANG Engineer.Scientist                  323000
## 27394   FAANG Engineer.Scientist                  658000
## 27397   Other Engineer.Scientist                  220000
## 27399   FAANG          BUSI.MGMT                  135000
## 27403   Other Engineer.Scientist                  205000
## 27405   Other Engineer.Scientist                  136000
## 27406   Tier2 Engineer.Scientist                  300000
## 27409   Tier2          BUSI.MGMT                  125000
## 27410   FAANG              Other                  538000
## 27411   Tier2              Other                  229000
## 27417   Tier2 Engineer.Scientist                  250000
## 27420   Other              Other                  180000
## 27422   Other          BUSI.MGMT                  161000
## 27427   Other          BUSI.MGMT                  176000
## 27429   Tier2 Engineer.Scientist                  175000
## 27430   Tier2 Engineer.Scientist                   31000
## 27432   Tier2 Engineer.Scientist                  147000
## 27439   Tier2 Engineer.Scientist                  175000
## 27442   FAANG Engineer.Scientist                  157000
## 27446   Other Engineer.Scientist                  167000
## 27448   Other Engineer.Scientist                  190000
## 27451   Tier2 Engineer.Scientist                  158000
## 27453   Other Engineer.Scientist                   96000
## 27457   Tier2          BUSI.MGMT                  159000
## 27462   Tier2          BUSI.MGMT                  243000
## 27467   Tier2 Engineer.Scientist                   98000
## 27468   Other Engineer.Scientist                  360000
## 27469   Other Engineer.Scientist                   36000
## 27471   Tier2 Engineer.Scientist                  230000
## 27473   Tier2          BUSI.MGMT                  233000
## 27474   Other          BUSI.MGMT                   72000
## 27475   Tier2 Engineer.Scientist                   98000
## 27478   Other Engineer.Scientist                  229000
## 27485   FAANG Engineer.Scientist                  250000
## 27490   FAANG          BUSI.MGMT                  285000
## 27491   FAANG Engineer.Scientist                  255000
## 27492   FAANG          BUSI.MGMT                  378000
## 27493   Tier2          BUSI.MGMT                  176000
## 27494   FAANG Engineer.Scientist                  550000
## 27500   Other Engineer.Scientist                   39000
## 27504   Tier2              Other                   42000
## 27505   Other Engineer.Scientist                  154000
## 27507   Tier2 Engineer.Scientist                  230000
## 27508   Other Engineer.Scientist                   70000
## 27513   FAANG Engineer.Scientist                   79000
## 27515   Tier2 Engineer.Scientist                   28000
## 27525   Other Engineer.Scientist                  300000
## 27528   Other Engineer.Scientist                  165000
## 27530   Tier2 Engineer.Scientist                  202000
## 27534   FAANG Engineer.Scientist                  180000
## 27537   Tier2          BUSI.MGMT                  180000
## 27543   Tier2 Engineer.Scientist                  299000
## 27544   Other          BUSI.MGMT                  138000
## 27546   FAANG Engineer.Scientist                  285000
## 27547   FAANG Engineer.Scientist                  276000
## 27550   Tier2 Engineer.Scientist                  160000
## 27556   Other Engineer.Scientist                  179000
## 27559   Tier2 Engineer.Scientist                  201000
## 27562   Tier2 Engineer.Scientist                  220000
## 27567   Tier2          BUSI.MGMT                  183000
## 27569   Other Engineer.Scientist                  146000
## 27571   Other Engineer.Scientist                  199000
## 27573   Other          BUSI.MGMT                  157000
## 27576   Tier2          BUSI.MGMT                   94000
## 27577   Tier2          BUSI.MGMT                   82000
## 27578   Tier2              Other                  113000
## 27579   Tier2              Other                  203000
## 27582   Tier2          BUSI.MGMT                   83000
## 27584   FAANG Engineer.Scientist                  178000
## 27585   Tier2          BUSI.MGMT                   76000
## 27586   FAANG              Other                  460000
## 27593   Tier2 Engineer.Scientist                   82000
## 27594   Tier2          BUSI.MGMT                  202000
## 27595   FAANG Engineer.Scientist                  146000
## 27597   FAANG Engineer.Scientist                  482000
## 27598   Tier2 Engineer.Scientist                  112000
## 27605   FAANG Engineer.Scientist                  145000
## 27608   Tier2 Engineer.Scientist                  199000
## 27609   Tier2 Engineer.Scientist                  225000
## 27612   Tier2 Engineer.Scientist                  209000
## 27614   FAANG Engineer.Scientist                  263000
## 27615   Tier2 Engineer.Scientist                  215000
## 27621   Other              Other                   97000
## 27622   FAANG          BUSI.MGMT                  282000
## 27624   FAANG Engineer.Scientist                  250000
## 27626   Tier2 Engineer.Scientist                  277000
## 27628   Other              Other                  172000
## 27634   Other Engineer.Scientist                  178000
## 27635   Other Engineer.Scientist                  170000
## 27637   FAANG Engineer.Scientist                  210000
## 27640   Other Engineer.Scientist                  105000
## 27642   Other Engineer.Scientist                  160000
## 27643   FAANG Engineer.Scientist                  232000
## 27645   Tier2 Engineer.Scientist                  202000
## 27646   Tier2 Engineer.Scientist                  164000
## 27647   Tier2 Engineer.Scientist                  145000
## 27659   Tier2 Engineer.Scientist                  208000
## 27669   Tier2 Engineer.Scientist                   57000
## 27670   FAANG Engineer.Scientist                  177000
## 27672   Other              Other                  125000
## 27676   FAANG          BUSI.MGMT                  220000
## 27679   Other Engineer.Scientist                  110000
## 27682   Tier2 Engineer.Scientist                  180000
## 27685   Tier2 Engineer.Scientist                  392000
## 27686   Tier2          BUSI.MGMT                  156000
## 27688   Tier2          BUSI.MGMT                  221000
## 27689   FAANG Engineer.Scientist                  129000
## 27690   Other              Other                  238000
## 27695   FAANG              Other                  260000
## 27696   Tier2              Other                   40000
## 27700   Tier2          BUSI.MGMT                  100000
## 27703   Other Engineer.Scientist                  165000
## 27704   Other Engineer.Scientist                  340000
## 27705   FAANG Engineer.Scientist                  230000
## 27707   FAANG          BUSI.MGMT                   90000
## 27708   Tier2          BUSI.MGMT                  135000
## 27709   Tier2 Engineer.Scientist                  112000
## 27710   Tier2 Engineer.Scientist                  212000
## 27713   Tier2 Engineer.Scientist                  245000
## 27715   Tier2          BUSI.MGMT                  120000
## 27718   FAANG          BUSI.MGMT                  215000
## 27724   Tier2          BUSI.MGMT                  304000
## 27725   Tier2 Engineer.Scientist                   96000
## 27727   Tier2 Engineer.Scientist                  174000
## 27729   Other Engineer.Scientist                  250000
## 27732   FAANG              Other                  250000
## 27737   Tier2 Engineer.Scientist                  179000
## 27738   Tier2 Engineer.Scientist                  180000
## 27741   Other Engineer.Scientist                  146000
## 27742   Other Engineer.Scientist                  110000
## 27743   FAANG              Other                  134000
## 27745   FAANG Engineer.Scientist                  380000
## 27751   Other Engineer.Scientist                  105000
## 27752   FAANG Engineer.Scientist                  215000
## 27755   Tier2 Engineer.Scientist                   95000
## 27758   Tier2 Engineer.Scientist                  354000
## 27761   Other Engineer.Scientist                  186000
## 27762   FAANG Engineer.Scientist                  157000
## 27763   Other Engineer.Scientist                  169000
## 27766   FAANG              Other                  109000
## 27770   Tier2          BUSI.MGMT                   99000
## 27774   Tier2 Engineer.Scientist                  186000
## 27776   Other Engineer.Scientist                   61000
## 27777   Other          BUSI.MGMT                  150000
## 27779   Tier2 Engineer.Scientist                  173000
## 27784   Tier2 Engineer.Scientist                  253000
## 27786   FAANG Engineer.Scientist                  650000
## 27789   Other Engineer.Scientist                  210000
## 27790   Tier2 Engineer.Scientist                  175000
## 27795   FAANG          BUSI.MGMT                  300000
## 27798   FAANG Engineer.Scientist                  195000
## 27803   Tier2 Engineer.Scientist                  350000
## 27804   Other              Other                  101000
## 27809   Tier2 Engineer.Scientist                  180000
## 27810   Other          BUSI.MGMT                  254000
## 27812   Tier2 Engineer.Scientist                  150000
## 27813   Other Engineer.Scientist                  140000
## 27815   FAANG Engineer.Scientist                  153000
## 27818   Tier2 Engineer.Scientist                   27000
## 27819   Other              Other                   51000
## 27820   Tier2 Engineer.Scientist                  100000
## 27821   Tier2 Engineer.Scientist                  198000
## 27822   Other              Other                   78000
## 27827   Tier2 Engineer.Scientist                  164000
## 27828   FAANG              Other                  275000
## 27829   Tier2 Engineer.Scientist                  320000
## 27830   Other          BUSI.MGMT                  150000
## 27831   FAANG Engineer.Scientist                  160000
## 27832   Tier2 Engineer.Scientist                  185000
## 27839   FAANG Engineer.Scientist                  233000
## 27841   FAANG Engineer.Scientist                  330000
## 27843   FAANG              Other                  599000
## 27844   FAANG          BUSI.MGMT                  400000
## 27848   Other          BUSI.MGMT                  137000
## 27849   FAANG          BUSI.MGMT                  153000
## 27852   Tier2 Engineer.Scientist                  199000
## 27854   Tier2 Engineer.Scientist                  180000
## 27856   FAANG Engineer.Scientist                  300000
## 27857   Tier2          BUSI.MGMT                  175000
## 27859   FAANG              Other                  180000
## 27860   FAANG              Other                  112000
## 27862   FAANG Engineer.Scientist                  289000
## 27863   Other Engineer.Scientist                   41000
## 27864   Tier2 Engineer.Scientist                  208000
## 27869   Other          BUSI.MGMT                   36000
## 27878   Other Engineer.Scientist                   32000
## 27879   FAANG          BUSI.MGMT                  220000
## 27881   FAANG Engineer.Scientist                  193000
## 27882   Tier2 Engineer.Scientist                  127000
## 27885   Tier2 Engineer.Scientist                  257000
## 27890   Tier2          BUSI.MGMT                  245000
## 27891   Tier2          BUSI.MGMT                  227000
## 27892   FAANG Engineer.Scientist                  177000
## 27893   Tier2 Engineer.Scientist                  121000
## 27895   Other              Other                  144000
## 27898   Other Engineer.Scientist                   12000
## 27901   Other Engineer.Scientist                  100000
## 27903   Other Engineer.Scientist                   90000
## 27904   Other              Other                  190000
## 27905   Other Engineer.Scientist                   75000
## 27906   FAANG Engineer.Scientist                  280000
## 27907   Other          BUSI.MGMT                  183000
## 27909   Other          BUSI.MGMT                  159000
## 27910   Tier2 Engineer.Scientist                  210000
## 27913   Other Engineer.Scientist                  464000
## 27917   Other Engineer.Scientist                   84000
## 27920   Tier2          BUSI.MGMT                  326000
## 27925   FAANG              Other                  340000
## 27926   Tier2          BUSI.MGMT                  105000
## 27927   Tier2 Engineer.Scientist                  149000
## 27928   FAANG Engineer.Scientist                  157000
## 27931   Tier2 Engineer.Scientist                  113000
## 27932   FAANG              Other                  280000
## 27933   Other Engineer.Scientist                   87000
## 27934   FAANG          BUSI.MGMT                  200000
## 27936   FAANG          BUSI.MGMT                  144000
## 27938   Tier2 Engineer.Scientist                  367000
## 27947   FAANG Engineer.Scientist                  373000
## 27948   Other Engineer.Scientist                  138000
## 27950   Tier2 Engineer.Scientist                  115000
## 27954   Tier2 Engineer.Scientist                  190000
## 27955   Tier2 Engineer.Scientist                  100000
## 27958   FAANG Engineer.Scientist                  160000
## 27959   FAANG Engineer.Scientist                  306000
## 27960   FAANG Engineer.Scientist                  343000
## 27961   FAANG Engineer.Scientist                  349000
## 27966   FAANG Engineer.Scientist                  292000
## 27967   FAANG Engineer.Scientist                  140000
## 27975   FAANG          BUSI.MGMT                  180000
## 27978   Tier2 Engineer.Scientist                   35000
## 27981   Other Engineer.Scientist                   40000
## 27984   Tier2 Engineer.Scientist                   33000
## 27986   Other Engineer.Scientist                   67000
## 27988   FAANG Engineer.Scientist                  208000
## 27993   Tier2 Engineer.Scientist                  275000
## 27995   Tier2 Engineer.Scientist                  105000
## 27997   Tier2 Engineer.Scientist                  203000
## 28001   Other          BUSI.MGMT                  190000
## 28005   Tier2 Engineer.Scientist                  178000
## 28007   Other Engineer.Scientist                  123000
## 28009   Other          BUSI.MGMT                   25000
## 28011   Other          BUSI.MGMT                  250000
## 28013   Other              Other                  276000
## 28017   FAANG Engineer.Scientist                  179000
## 28019   Tier2 Engineer.Scientist                  380000
## 28021   Tier2 Engineer.Scientist                  195000
## 28022   Tier2 Engineer.Scientist                  344000
## 28024   Other Engineer.Scientist                  180000
## 28028   Other              Other                  180000
## 28033   Other Engineer.Scientist                  290000
## 28036   FAANG Engineer.Scientist                  356000
## 28038   FAANG Engineer.Scientist                  479000
## 28040   Tier2 Engineer.Scientist                  150000
## 28042   FAANG              Other                  295000
## 28050   Tier2 Engineer.Scientist                  180000
## 28054   FAANG Engineer.Scientist                  151000
## 28055   FAANG Engineer.Scientist                  157000
## 28057   Other          BUSI.MGMT                  128000
## 28062   Other Engineer.Scientist                  120000
## 28069   FAANG Engineer.Scientist                   80000
## 28073   FAANG Engineer.Scientist                   23000
## 28074   Other Engineer.Scientist                  448000
## 28075   FAANG Engineer.Scientist                  211000
## 28080   Tier2              Other                  228000
## 28082   Tier2 Engineer.Scientist                  159000
## 28085   FAANG Engineer.Scientist                  365000
## 28086   Tier2 Engineer.Scientist                  300000
## 28091   Tier2 Engineer.Scientist                  210000
## 28095   Tier2 Engineer.Scientist                  170000
## 28096   FAANG Engineer.Scientist                  250000
## 28098   FAANG          BUSI.MGMT                  298000
## 28106   FAANG Engineer.Scientist                  187000
## 28108   Other Engineer.Scientist                   96000
## 28109   FAANG Engineer.Scientist                   30000
## 28113   Other Engineer.Scientist                  164000
## 28114   Tier2 Engineer.Scientist                  188000
## 28119   Tier2 Engineer.Scientist                   96000
## 28124   Tier2 Engineer.Scientist                  120000
## 28125   Other Engineer.Scientist                  192000
## 28131   Other Engineer.Scientist                  290000
## 28135   FAANG Engineer.Scientist                  180000
## 28137   Tier2          BUSI.MGMT                   98000
## 28138   Other Engineer.Scientist                  175000
## 28139   Tier2 Engineer.Scientist                   95000
## 28140   Tier2 Engineer.Scientist                  340000
## 28143   FAANG Engineer.Scientist                  380000
## 28144   FAANG Engineer.Scientist                  280000
## 28146   Other Engineer.Scientist                  133000
## 28155   Other Engineer.Scientist                  115000
## 28159   Other          BUSI.MGMT                  245000
## 28161   Other Engineer.Scientist                  167000
## 28163   FAANG Engineer.Scientist                  280000
## 28165   Other          BUSI.MGMT                  110000
## 28169   Tier2 Engineer.Scientist                  100000
## 28170   FAANG Engineer.Scientist                  265000
## 28173   Tier2 Engineer.Scientist                  160000
## 28175   Other Engineer.Scientist                   10000
## 28176   Tier2          BUSI.MGMT                  137000
## 28177   Other Engineer.Scientist                   68000
## 28178   Other Engineer.Scientist                   87000
## 28179   Other          BUSI.MGMT                  153000
## 28181   Tier2 Engineer.Scientist                  293000
## 28183   Tier2 Engineer.Scientist                  111000
## 28187   Other Engineer.Scientist                   85000
## 28188   Other Engineer.Scientist                   32000
## 28190   Other          BUSI.MGMT                  325000
## 28192   Tier2 Engineer.Scientist                  330000
## 28193   FAANG          BUSI.MGMT                  128000
## 28194   Tier2 Engineer.Scientist                   28000
## 28198   Tier2 Engineer.Scientist                   36000
## 28200   Tier2          BUSI.MGMT                  116000
## 28201   Tier2          BUSI.MGMT                  121000
## 28202   Other              Other                  130000
## 28205   Tier2 Engineer.Scientist                  800000
## 28209   Tier2 Engineer.Scientist                  430000
## 28211   Other Engineer.Scientist                   83000
## 28215   FAANG Engineer.Scientist                  223000
## 28217   Other Engineer.Scientist                  189000
## 28218   Tier2 Engineer.Scientist                  205000
## 28219   Other              Other                  121000
## 28222   Tier2 Engineer.Scientist                  186000
## 28223   Other Engineer.Scientist                   82000
## 28224   FAANG Engineer.Scientist                  176000
## 28225   Tier2          BUSI.MGMT                   40000
## 28228   Tier2          BUSI.MGMT                  157000
## 28229   Other          BUSI.MGMT                  440000
## 28230   Other              Other                  300000
## 28231   Tier2              Other                  138000
## 28237   FAANG Engineer.Scientist                  233000
## 28242   FAANG Engineer.Scientist                  269000
## 28243   FAANG Engineer.Scientist                  199000
## 28244   FAANG Engineer.Scientist                  245000
## 28246   Tier2 Engineer.Scientist                   42000
## 28249   Tier2          BUSI.MGMT                  161000
## 28250   FAANG Engineer.Scientist                  200000
## 28252   FAANG Engineer.Scientist                  213000
## 28254   Tier2 Engineer.Scientist                  110000
## 28257   Other Engineer.Scientist                   98000
## 28259   Other Engineer.Scientist                  175000
## 28260   FAANG Engineer.Scientist                  144000
## 28262   FAANG Engineer.Scientist                  260000
## 28264   FAANG Engineer.Scientist                   76000
## 28265   Tier2 Engineer.Scientist                  351000
## 28266   FAANG Engineer.Scientist                  133000
## 28267   Other Engineer.Scientist                   78000
## 28269   Tier2          BUSI.MGMT                  115000
## 28271   Other Engineer.Scientist                  150000
## 28273   Other          BUSI.MGMT                  150000
## 28274   Tier2 Engineer.Scientist                  387000
## 28276   Tier2 Engineer.Scientist                  160000
## 28287   Other Engineer.Scientist                  229000
## 28288   Tier2          BUSI.MGMT                  238000
## 28290   Tier2 Engineer.Scientist                   70000
## 28293   Tier2 Engineer.Scientist                  190000
## 28294   Other Engineer.Scientist                  139000
## 28295   Tier2 Engineer.Scientist                  204000
## 28297   Tier2 Engineer.Scientist                  180000
## 28300   FAANG Engineer.Scientist                  430000
## 28302   Tier2 Engineer.Scientist                  145000
## 28303   Tier2          BUSI.MGMT                  179000
## 28306   FAANG          BUSI.MGMT                  250000
## 28308   Tier2 Engineer.Scientist                  154000
## 28311   Tier2 Engineer.Scientist                  296000
## 28315   Other              Other                  135000
## 28316   Tier2          BUSI.MGMT                  160000
## 28319   Tier2 Engineer.Scientist                  139000
## 28321   Other Engineer.Scientist                  125000
## 28322   Other Engineer.Scientist                  271000
## 28323   Tier2          BUSI.MGMT                  200000
## 28324   Tier2          BUSI.MGMT                  200000
## 28326   Tier2 Engineer.Scientist                  152000
## 28327   Tier2 Engineer.Scientist                  171000
## 28329   Other              Other                  185000
## 28330   FAANG          BUSI.MGMT                  802000
## 28332   Other Engineer.Scientist                  245000
## 28333   Other Engineer.Scientist                  268000
## 28337   Other          BUSI.MGMT                  180000
## 28338   Other Engineer.Scientist                  110000
## 28339   FAANG Engineer.Scientist                  221000
## 28340   Other Engineer.Scientist                   23000
## 28342   Tier2 Engineer.Scientist                  140000
## 28345   Other Engineer.Scientist                   80000
## 28349   Other Engineer.Scientist                  250000
## 28350   FAANG Engineer.Scientist                  198000
## 28351   Other Engineer.Scientist                  165000
## 28352   Other Engineer.Scientist                  150000
## 28353   Other Engineer.Scientist                   34000
## 28355   Tier2 Engineer.Scientist                   26000
## 28356   Other Engineer.Scientist                   54000
## 28357   FAANG Engineer.Scientist                  126000
## 28359   FAANG Engineer.Scientist                  310000
## 28360   Other Engineer.Scientist                   58000
## 28361   Tier2          BUSI.MGMT                  200000
## 28362   FAANG          BUSI.MGMT                  255000
## 28363   Tier2 Engineer.Scientist                  121000
## 28364   Other Engineer.Scientist                   58000
## 28368   Tier2 Engineer.Scientist                   63000
## 28369   FAANG Engineer.Scientist                  190000
## 28370   Other Engineer.Scientist                  106000
## 28372   Tier2 Engineer.Scientist                  270000
## 28373   Other Engineer.Scientist                  180000
## 28374   FAANG          BUSI.MGMT                  237000
## 28378   Tier2          BUSI.MGMT                  158000
## 28383   Other Engineer.Scientist                  123000
## 28384   Tier2          BUSI.MGMT                  128000
## 28388   Other Engineer.Scientist                  270000
## 28392   Tier2 Engineer.Scientist                  169000
## 28394   Other Engineer.Scientist                  130000
## 28397   Tier2 Engineer.Scientist                  468000
## 28398   Tier2 Engineer.Scientist                  176000
## 28402   FAANG Engineer.Scientist                  175000
## 28404   Other          BUSI.MGMT                  165000
## 28405   FAANG Engineer.Scientist                  174000
## 28406   Tier2 Engineer.Scientist                  260000
## 28408   Tier2          BUSI.MGMT                  500000
## 28410   FAANG          BUSI.MGMT                  354000
## 28417   FAANG Engineer.Scientist                  325000
## 28420   Other          BUSI.MGMT                  120000
## 28421   Tier2          BUSI.MGMT                  151000
## 28422   Other Engineer.Scientist                  300000
## 28425   Tier2          BUSI.MGMT                  162000
## 28426   FAANG          BUSI.MGMT                  140000
## 28427   Other Engineer.Scientist                  225000
## 28435   FAANG Engineer.Scientist                  477000
## 28437   Tier2 Engineer.Scientist                  300000
## 28445   Other Engineer.Scientist                  120000
## 28451   Other          BUSI.MGMT                  215000
## 28452   FAANG Engineer.Scientist                  215000
## 28454   FAANG Engineer.Scientist                   30000
## 28455   FAANG Engineer.Scientist                   90000
## 28460   Tier2 Engineer.Scientist                  130000
## 28461   FAANG Engineer.Scientist                  146000
## 28463   FAANG              Other                  110000
## 28464   Other Engineer.Scientist                  200000
## 28466   Tier2 Engineer.Scientist                  115000
## 28467   Other Engineer.Scientist                   22000
## 28471   Other Engineer.Scientist                  105000
## 28474   FAANG          BUSI.MGMT                  175000
## 28475   Other Engineer.Scientist                   98000
## 28477   Tier2 Engineer.Scientist                  178000
## 28478   Tier2 Engineer.Scientist                  118000
## 28479   FAANG Engineer.Scientist                  363000
## 28481   Other          BUSI.MGMT                   50000
## 28483   Other Engineer.Scientist                  230000
## 28484   Other Engineer.Scientist                  159000
## 28493   Other Engineer.Scientist                  125000
## 28494   Other Engineer.Scientist                  145000
## 28495   Other Engineer.Scientist                   88000
## 28497   Tier2 Engineer.Scientist                  215000
## 28498   Tier2 Engineer.Scientist                  158000
## 28499   Tier2 Engineer.Scientist                  191000
## 28502   Tier2 Engineer.Scientist                  102000
## 28506   Other          BUSI.MGMT                  138000
## 28508   FAANG          BUSI.MGMT                  280000
## 28510   Other          BUSI.MGMT                  222000
## 28514   Tier2 Engineer.Scientist                  290000
## 28523   FAANG Engineer.Scientist                  173000
## 28528   Tier2 Engineer.Scientist                  245000
## 28531   Other Engineer.Scientist                  205000
## 28533   FAANG Engineer.Scientist                  174000
## 28537   Other Engineer.Scientist                   88000
## 28540   Tier2 Engineer.Scientist                  165000
## 28541   Tier2 Engineer.Scientist                  325000
## 28542   Other Engineer.Scientist                   88000
## 28544   Other Engineer.Scientist                   82000
## 28546   FAANG              Other                  180000
## 28547   Tier2 Engineer.Scientist                  164000
## 28553   Tier2 Engineer.Scientist                  117000
## 28555   Tier2          BUSI.MGMT                  349000
## 28558   Tier2          BUSI.MGMT                  137000
## 28559   Other Engineer.Scientist                  131000
## 28560   Other              Other                  213000
## 28565   Other          BUSI.MGMT                  127000
## 28569   Tier2 Engineer.Scientist                  170000
## 28571   Tier2 Engineer.Scientist                  184000
## 28572   Tier2 Engineer.Scientist                   72000
## 28573   Other Engineer.Scientist                  352000
## 28576   Tier2 Engineer.Scientist                  180000
## 28578   FAANG          BUSI.MGMT                  154000
## 28583   Tier2 Engineer.Scientist                  170000
## 28588   Tier2 Engineer.Scientist                  239000
## 28600   Other Engineer.Scientist                  102000
## 28602   Tier2 Engineer.Scientist                  240000
## 28603   Tier2 Engineer.Scientist                  187000
## 28609   Other Engineer.Scientist                  198000
## 28610   Tier2 Engineer.Scientist                  205000
## 28611   Other Engineer.Scientist                  143000
## 28613   Tier2 Engineer.Scientist                  217000
## 28615   Tier2 Engineer.Scientist                  174000
## 28619   Tier2              Other                  147000
## 28620   FAANG          BUSI.MGMT                  391000
## 28622   Tier2 Engineer.Scientist                  209000
## 28623   Other Engineer.Scientist                  143000
## 28627   Tier2 Engineer.Scientist                  162000
## 28628   Other Engineer.Scientist                  192000
## 28632   Other Engineer.Scientist                  160000
## 28638   FAANG              Other                  200000
## 28641   Tier2 Engineer.Scientist                  170000
## 28645   Other Engineer.Scientist                  200000
## 28647   Other              Other                  225000
## 28648   Tier2 Engineer.Scientist                  130000
## 28649   FAANG Engineer.Scientist                  550000
## 28655   Tier2          BUSI.MGMT                  220000
## 28656   Other Engineer.Scientist                  175000
## 28660   Tier2 Engineer.Scientist                  110000
## 28665   Tier2              Other                  204000
## 28667   FAANG          BUSI.MGMT                  183000
## 28668   Other Engineer.Scientist                   35000
## 28670   Tier2          BUSI.MGMT                  243000
## 28675   Tier2 Engineer.Scientist                  112000
## 28678   Other Engineer.Scientist                  140000
## 28682   Tier2 Engineer.Scientist                  133000
## 28683   Tier2              Other                  210000
## 28686   FAANG          BUSI.MGMT                  248000
## 28687   Other          BUSI.MGMT                  120000
## 28688   Tier2 Engineer.Scientist                  225000
## 28689   Tier2 Engineer.Scientist                  190000
## 28690   Other Engineer.Scientist                  172000
## 28691   FAANG              Other                  197000
## 28692   Tier2 Engineer.Scientist                   81000
## 28696   Other Engineer.Scientist                  185000
## 28697   Other          BUSI.MGMT                  118000
## 28698   FAANG Engineer.Scientist                  160000
## 28699   Tier2          BUSI.MGMT                  195000
## 28700   FAANG              Other                  118000
## 28702   Tier2 Engineer.Scientist                  325000
## 28704   Other Engineer.Scientist                  329000
## 28706   Tier2          BUSI.MGMT                  178000
## 28711   Tier2 Engineer.Scientist                  249000
## 28712   Other Engineer.Scientist                   97000
## 28713   Tier2          BUSI.MGMT                  130000
## 28714   Tier2 Engineer.Scientist                  263000
## 28727   Tier2 Engineer.Scientist                  248000
## 28730   Tier2          BUSI.MGMT                  142000
## 28733   FAANG Engineer.Scientist                  197000
## 28734   Tier2 Engineer.Scientist                  243000
## 28735   Tier2 Engineer.Scientist                  230000
## 28738   Tier2          BUSI.MGMT                   76000
## 28740   Tier2 Engineer.Scientist                  140000
## 28743   Other Engineer.Scientist                  130000
## 28744   FAANG          BUSI.MGMT                  365000
## 28745   FAANG Engineer.Scientist                  228000
## 28748   Other Engineer.Scientist                   85000
## 28749   Tier2 Engineer.Scientist                  185000
## 28750   Other Engineer.Scientist                  200000
## 28755   Tier2          BUSI.MGMT                  223000
## 28763   Tier2              Other                  206000
## 28766   Tier2 Engineer.Scientist                   31000
## 28771   Other          BUSI.MGMT                  387000
## 28772   FAANG Engineer.Scientist                  225000
## 28773   Other          BUSI.MGMT                  185000
## 28775   Other Engineer.Scientist                  160000
## 28776   Tier2          BUSI.MGMT                  202000
## 28782   FAANG Engineer.Scientist                  153000
## 28784   FAANG Engineer.Scientist                  356000
## 28789   Other Engineer.Scientist                   70000
## 28790   Tier2 Engineer.Scientist                  170000
## 28791   Tier2 Engineer.Scientist                  230000
## 28794   Tier2 Engineer.Scientist                  170000
## 28796   FAANG          BUSI.MGMT                  410000
## 28798   FAANG Engineer.Scientist                  158000
## 28799   Tier2 Engineer.Scientist                  228000
## 28800   Tier2          BUSI.MGMT                  254000
## 28804   Other Engineer.Scientist                  455000
## 28805   Tier2              Other                   85000
## 28809   FAANG          BUSI.MGMT                  320000
## 28813   Tier2          BUSI.MGMT                  346000
## 28816   Tier2 Engineer.Scientist                  233000
## 28820   Tier2 Engineer.Scientist                  118000
## 28824   Other Engineer.Scientist                   40000
## 28832   Other Engineer.Scientist                  240000
## 28835   Other              Other                  160000
## 28838   Other Engineer.Scientist                   25000
## 28839   Other Engineer.Scientist                   68000
## 28840   FAANG Engineer.Scientist                  220000
## 28842   Other Engineer.Scientist                  155000
## 28844   Tier2 Engineer.Scientist                  152000
## 28846   Tier2 Engineer.Scientist                   43000
## 28847   Tier2 Engineer.Scientist                   38000
## 28848   FAANG              Other                  135000
## 28850   Other Engineer.Scientist                   50000
## 28851   Tier2              Other                  340000
## 28852   Other          BUSI.MGMT                   93000
## 28853   Tier2 Engineer.Scientist                   70000
## 28857   Other          BUSI.MGMT                  342000
## 28858   Tier2          BUSI.MGMT                  120000
## 28859   Tier2 Engineer.Scientist                  199000
## 28860   Tier2 Engineer.Scientist                  127000
## 28864   Other Engineer.Scientist                   90000
## 28866   Other              Other                  227000
## 28867   Tier2 Engineer.Scientist                  258000
## 28873   Other Engineer.Scientist                   87000
## 28876   Other Engineer.Scientist                  270000
## 28877   Tier2 Engineer.Scientist                  177000
## 28879   Other Engineer.Scientist                  106000
## 28881   Other Engineer.Scientist                  626000
## 28883   Other Engineer.Scientist                   93000
## 28884   Tier2 Engineer.Scientist                  156000
## 28886   FAANG Engineer.Scientist                  233000
## 28888   Tier2 Engineer.Scientist                  247000
## 28890   Other Engineer.Scientist                  149000
## 28891   FAANG Engineer.Scientist                  300000
## 28895   Other          BUSI.MGMT                  132000
## 28896   Other Engineer.Scientist                  190000
## 28900   Other Engineer.Scientist                  135000
## 28901   FAANG Engineer.Scientist                  490000
## 28905   FAANG              Other                  201000
## 28906   Tier2 Engineer.Scientist                   90000
## 28910   Other Engineer.Scientist                  160000
## 28911   Other Engineer.Scientist                  305000
## 28914   Tier2 Engineer.Scientist                  171000
## 28921   FAANG Engineer.Scientist                  170000
## 28925   Other Engineer.Scientist                  135000
## 28928   FAANG Engineer.Scientist                  250000
## 28934   Tier2              Other                  230000
## 28937   Tier2          BUSI.MGMT                  279000
## 28945   Other Engineer.Scientist                  245000
## 28947   Tier2          BUSI.MGMT                  239000
## 28955   FAANG Engineer.Scientist                  157000
## 28960   FAANG Engineer.Scientist                  173000
## 28962   Other Engineer.Scientist                  315000
## 28965   Tier2          BUSI.MGMT                  206000
## 28966   Other Engineer.Scientist                  170000
## 28974   Other          BUSI.MGMT                  220000
## 28978   Other Engineer.Scientist                   32000
## 28979   Other Engineer.Scientist                  166000
## 28980   Other Engineer.Scientist                  115000
## 28983   Tier2 Engineer.Scientist                  320000
## 28986   Other Engineer.Scientist                  225000
## 28987   Tier2 Engineer.Scientist                  475000
## 28988   Tier2 Engineer.Scientist                  133000
## 28994   FAANG          BUSI.MGMT                  315000
## 28996   Other          BUSI.MGMT                  145000
## 28999   FAANG Engineer.Scientist                  120000
## 29001   Tier2          BUSI.MGMT                   65000
## 29003   Other              Other                   46000
## 29006   Other Engineer.Scientist                   94000
## 29012   Tier2 Engineer.Scientist                  110000
## 29014   Tier2              Other                  275000
## 29015   Other Engineer.Scientist                  138000
## 29019   FAANG Engineer.Scientist                  117000
## 29020   Tier2 Engineer.Scientist                  325000
## 29021   Other Engineer.Scientist                  140000
## 29022   Other Engineer.Scientist                  165000
## 29025   FAANG          BUSI.MGMT                  190000
## 29027   FAANG Engineer.Scientist                  200000
## 29028   Tier2 Engineer.Scientist                  220000
## 29030   Other          BUSI.MGMT                  285000
## 29032   Tier2 Engineer.Scientist                   85000
## 29034   FAANG          BUSI.MGMT                  230000
## 29035   Tier2          BUSI.MGMT                  307000
## 29036   FAANG Engineer.Scientist                  227000
## 29037   Tier2 Engineer.Scientist                  284000
## 29041   Tier2          BUSI.MGMT                  161000
## 29042   Other Engineer.Scientist                  188000
## 29044   Other Engineer.Scientist                  207000
## 29046   FAANG Engineer.Scientist                  245000
## 29047   FAANG Engineer.Scientist                  165000
## 29051   Other          BUSI.MGMT                   52000
## 29054   Tier2 Engineer.Scientist                   55000
## 29057   Tier2          BUSI.MGMT                  240000
## 29060   Other Engineer.Scientist                  186000
## 29061   Tier2 Engineer.Scientist                  119000
## 29064   FAANG Engineer.Scientist                  423000
## 29065   FAANG Engineer.Scientist                   27000
## 29067   Tier2 Engineer.Scientist                   17000
## 29071   Tier2 Engineer.Scientist                   45000
## 29074   FAANG Engineer.Scientist                  123000
## 29076   Tier2 Engineer.Scientist                   37000
## 29077   FAANG Engineer.Scientist                  368000
## 29079   Tier2          BUSI.MGMT                   80000
## 29082   FAANG Engineer.Scientist                   25000
## 29083   Tier2 Engineer.Scientist                  287000
## 29084   FAANG Engineer.Scientist                  240000
## 29088   Tier2 Engineer.Scientist                  212000
## 29089   Tier2 Engineer.Scientist                  180000
## 29092   Other Engineer.Scientist                  188000
## 29094   Other Engineer.Scientist                  143000
## 29096   Tier2 Engineer.Scientist                  353000
## 29097   Other Engineer.Scientist                  120000
## 29100   Other Engineer.Scientist                  210000
## 29103   Other          BUSI.MGMT                  129000
## 29118   FAANG Engineer.Scientist                  359000
## 29120   Other          BUSI.MGMT                  190000
## 29123   Other Engineer.Scientist                  354000
## 29124   Other Engineer.Scientist                  250000
## 29126   Tier2              Other                   88000
## 29127   FAANG Engineer.Scientist                  168000
## 29135   Other Engineer.Scientist                   93000
## 29136   Other          BUSI.MGMT                  135000
## 29139   Tier2 Engineer.Scientist                   41000
## 29140   Other Engineer.Scientist                  130000
## 29151   FAANG Engineer.Scientist                  200000
## 29153   FAANG Engineer.Scientist                  336000
## 29158   Tier2          BUSI.MGMT                  119000
## 29162   Other Engineer.Scientist                  150000
## 29169   FAANG Engineer.Scientist                  175000
## 29172   Other          BUSI.MGMT                  105000
## 29174   FAANG Engineer.Scientist                  162000
## 29175   Tier2              Other                  200000
## 29177   Other Engineer.Scientist                  490000
## 29179   FAANG Engineer.Scientist                  220000
## 29181   Other Engineer.Scientist                  284000
## 29185   FAANG Engineer.Scientist                  105000
## 29189   Tier2 Engineer.Scientist                  240000
## 29192   Other Engineer.Scientist                   96000
## 29193   Other Engineer.Scientist                  770000
## 29194   Tier2          BUSI.MGMT                  260000
## 29196   Other Engineer.Scientist                  305000
## 29199   Tier2          BUSI.MGMT                   29000
## 29200   FAANG Engineer.Scientist                  153000
## 29208   Other Engineer.Scientist                  370000
## 29216   Other Engineer.Scientist                   30000
## 29218   Other Engineer.Scientist                   26000
## 29220   Other Engineer.Scientist                   74000
## 29223   Other              Other                  178000
## 29224   FAANG              Other                  259000
## 29225   Other Engineer.Scientist                  117000
## 29227   Other Engineer.Scientist                  143000
## 29228   Other Engineer.Scientist                   75000
## 29230   Tier2          BUSI.MGMT                   90000
## 29231   Tier2          BUSI.MGMT                   99000
## 29232   Other Engineer.Scientist                   69000
## 29234   Tier2          BUSI.MGMT                  278000
## 29235   Tier2          BUSI.MGMT                  122000
## 29237   FAANG Engineer.Scientist                  240000
## 29238   Other Engineer.Scientist                   91000
## 29239   FAANG Engineer.Scientist                  195000
## 29241   Other          BUSI.MGMT                  100000
## 29243   Other Engineer.Scientist                  127000
## 29245   Tier2              Other                  138000
## 29248   Tier2 Engineer.Scientist                  216000
## 29249   Other Engineer.Scientist                  144000
## 29251   Tier2 Engineer.Scientist                  286000
## 29252   FAANG Engineer.Scientist                  192000
## 29253   Tier2 Engineer.Scientist                  105000
## 29254   Other Engineer.Scientist                  165000
## 29257   FAANG Engineer.Scientist                  350000
## 29260   Other          BUSI.MGMT                   55000
## 29264   Other              Other                   95000
## 29265   Other          BUSI.MGMT                  103000
## 29269   Tier2 Engineer.Scientist                   28000
## 29272   Other              Other                  161000
## 29273   Other Engineer.Scientist                  155000
## 29275   FAANG Engineer.Scientist                  300000
## 29277   FAANG Engineer.Scientist                  218000
## 29280   Tier2 Engineer.Scientist                  260000
## 29281   FAANG          BUSI.MGMT                  205000
## 29282   Tier2 Engineer.Scientist                  216000
## 29286   FAANG Engineer.Scientist                   30000
## 29289   FAANG              Other                   65000
## 29293   Tier2 Engineer.Scientist                  162000
## 29296   Tier2 Engineer.Scientist                   40000
## 29297   Other Engineer.Scientist                  163000
## 29300   FAANG Engineer.Scientist                  700000
## 29303   Tier2 Engineer.Scientist                  180000
## 29305   FAANG              Other                  538000
## 29307   FAANG          BUSI.MGMT                   77000
## 29310   Other Engineer.Scientist                  211000
## 29315   Other Engineer.Scientist                  134000
## 29319   Tier2          BUSI.MGMT                  475000
## 29323   Tier2 Engineer.Scientist                  341000
## 29324   Tier2 Engineer.Scientist                  239000
## 29326   Tier2 Engineer.Scientist                  160000
## 29329   Tier2          BUSI.MGMT                  120000
## 29330   Other Engineer.Scientist                  250000
## 29334   Tier2 Engineer.Scientist                  301000
## 29336   Other Engineer.Scientist                   24000
## 29340   Other Engineer.Scientist                   13000
## 29343   Other Engineer.Scientist                   55000
## 29344   Other Engineer.Scientist                   58000
## 29349   FAANG Engineer.Scientist                   99000
## 29351   FAANG Engineer.Scientist                  250000
## 29352   Other Engineer.Scientist                   49000
## 29359   Tier2 Engineer.Scientist                  281000
## 29365   Other Engineer.Scientist                  210000
## 29370   Tier2 Engineer.Scientist                  165000
## 29373   Other Engineer.Scientist                  245000
## 29379   FAANG Engineer.Scientist                  185000
## 29382   FAANG Engineer.Scientist                  270000
## 29388   Other Engineer.Scientist                   84000
## 29390   Other Engineer.Scientist                  200000
## 29391   Other Engineer.Scientist                   93000
## 29394   Tier2 Engineer.Scientist                  125000
## 29400   Tier2          BUSI.MGMT                  204000
## 29404   Other Engineer.Scientist                   75000
## 29405   Tier2 Engineer.Scientist                  136000
## 29406   Other          BUSI.MGMT                  150000
## 29410   FAANG Engineer.Scientist                  157000
## 29412   Other          BUSI.MGMT                   72000
## 29415   Tier2 Engineer.Scientist                  262000
## 29416   FAANG Engineer.Scientist                  282000
## 29419   Other          BUSI.MGMT                  456000
## 29421   Other Engineer.Scientist                  226000
## 29422   Tier2 Engineer.Scientist                  197000
## 29423   Other Engineer.Scientist                   60000
## 29425   FAANG          BUSI.MGMT                  333000
## 29426   Tier2 Engineer.Scientist                  198000
## 29428   Other Engineer.Scientist                  133000
## 29429   Tier2 Engineer.Scientist                  177000
## 29430   Other Engineer.Scientist                   81000
## 29437   Other Engineer.Scientist                  105000
## 29441   FAANG Engineer.Scientist                  605000
## 29442   Other Engineer.Scientist                  132000
## 29448   Other Engineer.Scientist                  163000
## 29449   Tier2          BUSI.MGMT                  190000
## 29450   Tier2 Engineer.Scientist                  155000
## 29453   Tier2 Engineer.Scientist                   15000
## 29455   Tier2 Engineer.Scientist                  178000
## 29458   FAANG Engineer.Scientist                  224000
## 29459   Tier2              Other                  285000
## 29463   Tier2          BUSI.MGMT                   51000
## 29464   Other Engineer.Scientist                   77000
## 29465   Tier2 Engineer.Scientist                   63000
## 29471   Other Engineer.Scientist                  170000
## 29472   Tier2 Engineer.Scientist                  175000
## 29473   Tier2 Engineer.Scientist                  365000
## 29474   FAANG Engineer.Scientist                  130000
## 29475   Tier2 Engineer.Scientist                   42000
## 29477   Other          BUSI.MGMT                  200000
## 29480   Other Engineer.Scientist                  132000
## 29483   FAANG              Other                  130000
## 29485   Tier2              Other                  183000
## 29489   Other              Other                  162000
## 29490   Other              Other                  153000
## 29496   FAANG          BUSI.MGMT                   94000
## 29500   Tier2 Engineer.Scientist                  290000
## 29501   Other Engineer.Scientist                  164000
## 29502   Tier2 Engineer.Scientist                  169000
## 29506   FAANG Engineer.Scientist                  186000
## 29508   Tier2          BUSI.MGMT                  250000
## 29509   Tier2 Engineer.Scientist                   61000
## 29510   Tier2 Engineer.Scientist                  381000
## 29513   Other Engineer.Scientist                  230000
## 29515   Other Engineer.Scientist                  250000
## 29521   Tier2 Engineer.Scientist                  161000
## 29522   Other Engineer.Scientist                  118000
## 29524   Tier2          BUSI.MGMT                  275000
## 29528   Other Engineer.Scientist                   50000
## 29529   FAANG Engineer.Scientist                  567000
## 29530   Other          BUSI.MGMT                   80000
## 29532   Tier2          BUSI.MGMT                  141000
## 29533   FAANG Engineer.Scientist                  210000
## 29535   Other Engineer.Scientist                  116000
## 29536   Tier2 Engineer.Scientist                  365000
## 29541   Other Engineer.Scientist                   87000
## 29543   Other          BUSI.MGMT                   66000
## 29544   Tier2          BUSI.MGMT                  155000
## 29548   Other Engineer.Scientist                  134000
## 29552   FAANG Engineer.Scientist                  350000
## 29553   Tier2 Engineer.Scientist                  419000
## 29557   FAANG Engineer.Scientist                  221000
## 29559   Tier2 Engineer.Scientist                  152000
## 29567   FAANG          BUSI.MGMT                  655000
## 29568   Tier2 Engineer.Scientist                  237000
## 29569   Other Engineer.Scientist                   96000
## 29571   Tier2 Engineer.Scientist                  140000
## 29572   Tier2          BUSI.MGMT                  288000
## 29573   Other              Other                   70000
## 29575   Tier2 Engineer.Scientist                  145000
## 29579   FAANG Engineer.Scientist                  310000
## 29581   Other Engineer.Scientist                  303000
## 29582   Tier2          BUSI.MGMT                   70000
## 29584   Other          BUSI.MGMT                  130000
## 29585   Tier2 Engineer.Scientist                  150000
## 29588   Other Engineer.Scientist                   43000
## 29595   FAANG Engineer.Scientist                  285000
## 29596   Other          BUSI.MGMT                   75000
## 29601   Tier2 Engineer.Scientist                  136000
## 29603   Other              Other                  130000
## 29608   Other Engineer.Scientist                  150000
## 29610   FAANG Engineer.Scientist                  170000
## 29612   Other Engineer.Scientist                  240000
## 29616   Other Engineer.Scientist                   50000
## 29619   FAANG Engineer.Scientist                  181000
## 29622   FAANG Engineer.Scientist                  192000
## 29627   FAANG Engineer.Scientist                  275000
## 29629   Tier2 Engineer.Scientist                   84000
## 29631   Other Engineer.Scientist                  108000
## 29633   FAANG Engineer.Scientist                  345000
## 29634   FAANG              Other                   86000
## 29637   Other Engineer.Scientist                  199000
## 29640   Other Engineer.Scientist                  185000
## 29643   FAANG          BUSI.MGMT                  310000
## 29645   Tier2 Engineer.Scientist                  265000
## 29646   FAANG              Other                  320000
## 29649   FAANG              Other                  265000
## 29653   Tier2 Engineer.Scientist                  191000
## 29657   FAANG Engineer.Scientist                  157000
## 29659   Tier2 Engineer.Scientist                  114000
## 29661   Tier2 Engineer.Scientist                  116000
## 29662   FAANG Engineer.Scientist                  181000
## 29666   Other Engineer.Scientist                   93000
## 29668   Other Engineer.Scientist                   23000
## 29670   Tier2              Other                  125000
## 29671   Other Engineer.Scientist                  128000
## 29672   Other Engineer.Scientist                  240000
## 29676   Other Engineer.Scientist                  223000
## 29678   Other          BUSI.MGMT                   88000
## 29680   FAANG Engineer.Scientist                  165000
## 29682   Tier2 Engineer.Scientist                  155000
## 29686   Tier2 Engineer.Scientist                  150000
## 29689   Other          BUSI.MGMT                  140000
## 29690   Tier2 Engineer.Scientist                  205000
## 29691   Tier2 Engineer.Scientist                  207000
## 29692   Other Engineer.Scientist                  330000
## 29693   Other Engineer.Scientist                   97000
## 29696   FAANG Engineer.Scientist                   85000
## 29698   Other          BUSI.MGMT                   75000
## 29700   Other          BUSI.MGMT                  190000
## 29701   FAANG Engineer.Scientist                  237000
## 29703   Other Engineer.Scientist                  100000
## 29704   FAANG          BUSI.MGMT                  308000
## 29705   Other Engineer.Scientist                   83000
## 29706   Tier2 Engineer.Scientist                   12000
## 29707   Other Engineer.Scientist                  385000
## 29709   Other          BUSI.MGMT                   18000
## 29714   Tier2 Engineer.Scientist                  135000
## 29716   Other Engineer.Scientist                   66000
## 29722   FAANG Engineer.Scientist                  400000
## 29725   FAANG Engineer.Scientist                  428000
## 29726   FAANG Engineer.Scientist                  357000
## 29727   Other              Other                  250000
## 29731   Other Engineer.Scientist                   81000
## 29736   Tier2          BUSI.MGMT                  156000
## 29740   Tier2 Engineer.Scientist                  155000
## 29747   Other Engineer.Scientist                  135000
## 29754   Other          BUSI.MGMT                  145000
## 29755   Other Engineer.Scientist                   26000
## 29756   Tier2 Engineer.Scientist                   32000
## 29761   Other Engineer.Scientist                   96000
## 29765   Other Engineer.Scientist                  385000
## 29766   FAANG              Other                   65000
## 29769   FAANG Engineer.Scientist                  257000
## 29770   FAANG Engineer.Scientist                  242000
## 29772   Other Engineer.Scientist                   60000
## 29774   Tier2 Engineer.Scientist                  234000
## 29776   Other Engineer.Scientist                  138000
## 29780   Other Engineer.Scientist                   70000
## 29783   Tier2 Engineer.Scientist                  354000
## 29785   FAANG Engineer.Scientist                  385000
## 29790   Other Engineer.Scientist                  193000
## 29791   Other          BUSI.MGMT                  235000
## 29793   Other Engineer.Scientist                  475000
## 29801   Tier2 Engineer.Scientist                  210000
## 29803   Other Engineer.Scientist                  170000
## 29806   Tier2 Engineer.Scientist                  165000
## 29807   Other          BUSI.MGMT                  260000
## 29808   Other Engineer.Scientist                  110000
## 29810   Tier2 Engineer.Scientist                  128000
## 29812   FAANG Engineer.Scientist                  700000
## 29813   Tier2 Engineer.Scientist                  296000
## 29815   Other Engineer.Scientist                   97000
## 29817   Other          BUSI.MGMT                  120000
## 29819   FAANG          BUSI.MGMT                  212000
## 29824   Other Engineer.Scientist                  200000
## 29827   Other Engineer.Scientist                   31000
## 29828   Other Engineer.Scientist                   84000
## 29831   Other Engineer.Scientist                  225000
## 29832   Other Engineer.Scientist                  164000
## 29835   Other Engineer.Scientist                  142000
## 29838   Tier2 Engineer.Scientist                   73000
## 29839   Other Engineer.Scientist                  190000
## 29840   FAANG Engineer.Scientist                  136000
## 29847   Other Engineer.Scientist                  164000
## 29848   Other Engineer.Scientist                   85000
## 29850   Other Engineer.Scientist                  115000
## 29851   Other Engineer.Scientist                  101000
## 29856   Other Engineer.Scientist                  209000
## 29857   FAANG Engineer.Scientist                  156000
## 29861   Other          BUSI.MGMT                   29000
## 29866   Tier2 Engineer.Scientist                   28000
## 29867   FAANG Engineer.Scientist                  325000
## 29868   Other Engineer.Scientist                  263000
## 29869   Tier2          BUSI.MGMT                  305000
## 29871   Tier2 Engineer.Scientist                  145000
## 29872   Tier2 Engineer.Scientist                  170000
## 29878   Tier2          BUSI.MGMT                  235000
## 29880   Other Engineer.Scientist                  125000
## 29882   Other Engineer.Scientist                  120000
## 29887   Other          BUSI.MGMT                  203000
## 29889   Tier2          BUSI.MGMT                  225000
## 29891   FAANG Engineer.Scientist                  265000
## 29892   FAANG Engineer.Scientist                  512000
## 29896   Tier2 Engineer.Scientist                  235000
## 29897   Tier2 Engineer.Scientist                  134000
## 29898   Other              Other                  192000
## 29901   FAANG          BUSI.MGMT                  200000
## 29902   Tier2 Engineer.Scientist                  176000
## 29903   FAANG Engineer.Scientist                  190000
## 29906   Other Engineer.Scientist                   76000
## 29914   Other              Other                  320000
## 29915   Other Engineer.Scientist                  157000
## 29918   Other Engineer.Scientist                  109000
## 29919   Tier2              Other                  310000
## 29930   Tier2 Engineer.Scientist                  141000
## 29931   Tier2 Engineer.Scientist                  271000
## 29932   FAANG Engineer.Scientist                  316000
## 29933   Other          BUSI.MGMT                  195000
## 29934   Tier2 Engineer.Scientist                  239000
## 29938   Other Engineer.Scientist                  118000
## 29939   FAANG Engineer.Scientist                  115000
## 29942   Other          BUSI.MGMT                  192000
## 29945   Tier2 Engineer.Scientist                   85000
## 29947   Other Engineer.Scientist                  131000
## 29948   Tier2          BUSI.MGMT                  157000
## 29952   Tier2              Other                  115000
## 29957   FAANG Engineer.Scientist                  336000
## 29958   Tier2 Engineer.Scientist                  145000
## 29959   FAANG Engineer.Scientist                  350000
## 29961   Other Engineer.Scientist                  188000
## 29965   Other Engineer.Scientist                  150000
## 29968   Tier2 Engineer.Scientist                  158000
## 29970   FAANG Engineer.Scientist                  201000
## 29972   Other Engineer.Scientist                  255000
## 29974   Other Engineer.Scientist                  260000
## 29977   Other Engineer.Scientist                  150000
## 29978   Other Engineer.Scientist                  103000
## 29980   Tier2          BUSI.MGMT                  121000
## 29982   FAANG              Other                  190000
## 29987   Other Engineer.Scientist                  496000
## 29988   Other Engineer.Scientist                  272000
## 29991   FAANG Engineer.Scientist                  183000
## 29992   FAANG Engineer.Scientist                  420000
## 29994   Other Engineer.Scientist                   70000
## 29998   Other Engineer.Scientist                  145000
## 30002   FAANG              Other                  111000
## 30003   Other          BUSI.MGMT                  165000
## 30016   Other Engineer.Scientist                   75000
## 30017   FAANG Engineer.Scientist                  450000
## 30019   Other Engineer.Scientist                  221000
## 30020   Tier2 Engineer.Scientist                  447000
## 30021   Other Engineer.Scientist                  125000
## 30025   Tier2              Other                  310000
## 30028   Tier2 Engineer.Scientist                  505000
## 30031   Tier2 Engineer.Scientist                   80000
## 30036   FAANG Engineer.Scientist                  788000
## 30040   FAANG Engineer.Scientist                   40000
## 30044   Other          BUSI.MGMT                   60000
## 30047   Other Engineer.Scientist                   70000
## 30048   Other Engineer.Scientist                   83000
## 30050   Other Engineer.Scientist                   70000
## 30051   Other          BUSI.MGMT                   75000
## 30052   Other Engineer.Scientist                   92000
## 30058   Other Engineer.Scientist                  160000
## 30061   Other Engineer.Scientist                   98000
## 30066   FAANG          BUSI.MGMT                  220000
## 30072   Other              Other                  215000
## 30075   Other Engineer.Scientist                  220000
## 30076   Tier2          BUSI.MGMT                  150000
## 30080   Tier2 Engineer.Scientist                  204000
## 30083   Tier2 Engineer.Scientist                  370000
## 30085   FAANG Engineer.Scientist                  333000
## 30086   Other Engineer.Scientist                  228000
## 30092   FAANG Engineer.Scientist                  239000
## 30095   FAANG Engineer.Scientist                  225000
## 30098   Tier2 Engineer.Scientist                  217000
## 30100   Other          BUSI.MGMT                   81000
## 30101   Other              Other                  203000
## 30102   FAANG              Other                  125000
## 30105   Tier2 Engineer.Scientist                  350000
## 30107   Tier2 Engineer.Scientist                  227000
## 30110   FAANG          BUSI.MGMT                   84000
## 30112   Tier2          BUSI.MGMT                   98000
## 30115   FAANG Engineer.Scientist                  245000
## 30116   FAANG Engineer.Scientist                  293000
## 30118   Tier2 Engineer.Scientist                  400000
## 30125   Tier2 Engineer.Scientist                  122000
## 30126   Other Engineer.Scientist                  226000
## 30133   FAANG Engineer.Scientist                  492000
## 30136   Other              Other                  518000
## 30140   FAANG Engineer.Scientist                  200000
## 30141   Tier2 Engineer.Scientist                  108000
## 30144   FAANG          BUSI.MGMT                  162000
## 30153   Tier2 Engineer.Scientist                  272000
## 30158   Tier2 Engineer.Scientist                   88000
## 30159   Tier2 Engineer.Scientist                   95000
## 30162   Other Engineer.Scientist                  130000
## 30163   Tier2 Engineer.Scientist                  150000
## 30165   Other Engineer.Scientist                   71000
## 30166   Other Engineer.Scientist                   90000
## 30172   FAANG Engineer.Scientist                  357000
## 30173   FAANG Engineer.Scientist                  158000
## 30174   Other              Other                  234000
## 30176   Other Engineer.Scientist                  225000
## 30183   FAANG Engineer.Scientist                  403000
## 30186   Other Engineer.Scientist                  144000
## 30192   FAANG Engineer.Scientist                  150000
## 30193   Other          BUSI.MGMT                  212000
## 30196   Tier2 Engineer.Scientist                  168000
## 30201   Tier2 Engineer.Scientist                   97000
## 30202   Other              Other                  153000
## 30203   Other          BUSI.MGMT                  133000
## 30204   Tier2 Engineer.Scientist                  175000
## 30206   Tier2              Other                  240000
## 30207   Tier2 Engineer.Scientist                  175000
## 30208   Other Engineer.Scientist                  290000
## 30209   FAANG          BUSI.MGMT                  240000
## 30214   Tier2 Engineer.Scientist                  194000
## 30216   Other Engineer.Scientist                  330000
## 30220   Tier2          BUSI.MGMT                  251000
## 30222   Tier2 Engineer.Scientist                  194000
## 30225   Other Engineer.Scientist                   85000
## 30227   FAANG Engineer.Scientist                  186000
## 30240   Tier2 Engineer.Scientist                  113000
## 30244   Other Engineer.Scientist                  100000
## 30247   FAANG Engineer.Scientist                  312000
## 30254   Tier2          BUSI.MGMT                  259000
## 30255   Other Engineer.Scientist                  160000
## 30258   Tier2 Engineer.Scientist                   63000
## 30261   FAANG Engineer.Scientist                  193000
## 30263   Other Engineer.Scientist                   24000
## 30266   Other Engineer.Scientist                  250000
## 30270   Other Engineer.Scientist                  149000
## 30273   FAANG Engineer.Scientist                  206000
## 30283   Tier2 Engineer.Scientist                  124000
## 30287   Tier2 Engineer.Scientist                  201000
## 30288   Tier2 Engineer.Scientist                  138000
## 30300   FAANG Engineer.Scientist                  136000
## 30302   Tier2 Engineer.Scientist                  210000
## 30303   Other Engineer.Scientist                  110000
## 30307   Other          BUSI.MGMT                  235000
## 30308   FAANG          BUSI.MGMT                  150000
## 30309   Tier2 Engineer.Scientist                  290000
## 30310   Tier2          BUSI.MGMT                  325000
## 30311   Other Engineer.Scientist                  140000
## 30313   Tier2          BUSI.MGMT                  249000
## 30315   Tier2          BUSI.MGMT                  268000
## 30329   Other Engineer.Scientist                  154000
## 30333   FAANG Engineer.Scientist                  360000
## 30335   FAANG          BUSI.MGMT                  335000
## 30341   Other              Other                   72000
## 30343   FAANG Engineer.Scientist                  350000
## 30345   Other Engineer.Scientist                   34000
## 30347   Tier2              Other                  200000
## 30348   FAANG Engineer.Scientist                  245000
## 30353   FAANG Engineer.Scientist                  282000
## 30354   Other Engineer.Scientist                  171000
## 30356   Other Engineer.Scientist                  675000
## 30358   Other Engineer.Scientist                  147000
## 30360   Tier2              Other                  239000
## 30361   FAANG Engineer.Scientist                  135000
## 30366   FAANG Engineer.Scientist                  260000
## 30370   Tier2          BUSI.MGMT                  168000
## 30371   Tier2          BUSI.MGMT                  275000
## 30374   Other          BUSI.MGMT                  180000
## 30376   Other Engineer.Scientist                  152000
## 30378   Other Engineer.Scientist                  186000
## 30380   Other Engineer.Scientist                  100000
## 30383   FAANG Engineer.Scientist                  200000
## 30392   Tier2 Engineer.Scientist                  400000
## 30394   FAANG Engineer.Scientist                  409000
## 30395   Other Engineer.Scientist                  112000
## 30401   FAANG Engineer.Scientist                  198000
## 30402   FAANG Engineer.Scientist                  412000
## 30404   FAANG Engineer.Scientist                  240000
## 30407   Other Engineer.Scientist                  195000
## 30409   Tier2 Engineer.Scientist                   58000
## 30411   Tier2          BUSI.MGMT                  190000
## 30412   Tier2          BUSI.MGMT                  180000
## 30413   FAANG          BUSI.MGMT                  157000
## 30415   Tier2 Engineer.Scientist                   80000
## 30417   Other          BUSI.MGMT                  680000
## 30421   Other              Other                  170000
## 30422   Other          BUSI.MGMT                  165000
## 30428   Other              Other                  103000
## 30429   Other Engineer.Scientist                  127000
## 30432   Other Engineer.Scientist                  172000
## 30435   Other Engineer.Scientist                  195000
## 30437   FAANG          BUSI.MGMT                  500000
## 30438   Tier2 Engineer.Scientist                  210000
## 30439   FAANG              Other                  329000
## 30442   Tier2          BUSI.MGMT                  265000
## 30445   Other Engineer.Scientist                  106000
## 30451   Other Engineer.Scientist                  172000
## 30454   Other Engineer.Scientist                   72000
## 30455   Tier2 Engineer.Scientist                  180000
## 30459   Tier2 Engineer.Scientist                  169000
## 30462   Tier2 Engineer.Scientist                  252000
## 30466   FAANG Engineer.Scientist                  473000
## 30468   Tier2 Engineer.Scientist                  309000
## 30469   FAANG Engineer.Scientist                  162000
## 30474   Other Engineer.Scientist                  132000
## 30475   Tier2 Engineer.Scientist                  168000
## 30480   Other Engineer.Scientist                   55000
## 30484   FAANG              Other                  150000
## 30491   FAANG Engineer.Scientist                   29000
## 30494   Tier2 Engineer.Scientist                  201000
## 30498   Tier2 Engineer.Scientist                  180000
## 30499   Tier2          BUSI.MGMT                  160000
## 30500   FAANG Engineer.Scientist                  121000
## 30502   Other          BUSI.MGMT                  265000
## 30505   Other          BUSI.MGMT                  120000
## 30507   Other Engineer.Scientist                  265000
## 30509   FAANG              Other                  210000
## 30511   Tier2 Engineer.Scientist                  240000
## 30513   FAANG Engineer.Scientist                  215000
## 30514   Tier2 Engineer.Scientist                  231000
## 30517   FAANG Engineer.Scientist                  363000
## 30524   FAANG          BUSI.MGMT                  205000
## 30525   FAANG Engineer.Scientist                  262000
## 30528   Other Engineer.Scientist                  126000
## 30530   FAANG Engineer.Scientist                  323000
## 30535   FAANG Engineer.Scientist                  242000
## 30539   Other Engineer.Scientist                  360000
## 30540   Other Engineer.Scientist                   91000
## 30542   Other Engineer.Scientist                  100000
## 30543   Other Engineer.Scientist                   78000
## 30544   Other Engineer.Scientist                  350000
## 30547   FAANG Engineer.Scientist                  166000
## 30549   FAANG Engineer.Scientist                  160000
## 30550   Other Engineer.Scientist                  210000
## 30551   Tier2 Engineer.Scientist                  100000
## 30553   Tier2 Engineer.Scientist                  298000
## 30556   Other Engineer.Scientist                  150000
## 30562   Tier2          BUSI.MGMT                  137000
## 30567   Other Engineer.Scientist                  145000
## 30570   Tier2 Engineer.Scientist                  150000
## 30572   FAANG          BUSI.MGMT                   75000
## 30588   Tier2 Engineer.Scientist                  177000
## 30589   Other Engineer.Scientist                  150000
## 30601   FAANG Engineer.Scientist                  381000
## 30608   FAANG              Other                  114000
## 30611   Other Engineer.Scientist                  328000
## 30612   Tier2 Engineer.Scientist                   12000
## 30613   Other Engineer.Scientist                  122000
## 30615   Other Engineer.Scientist                  190000
## 30619   FAANG Engineer.Scientist                  170000
## 30624   FAANG          BUSI.MGMT                   79000
## 30625   Tier2 Engineer.Scientist                  182000
## 30626   FAANG Engineer.Scientist                  600000
## 30627   Other              Other                  101000
## 30628   Other Engineer.Scientist                   65000
## 30631   Other Engineer.Scientist                   76000
## 30645   Tier2 Engineer.Scientist                  168000
## 30646   FAANG Engineer.Scientist                  345000
## 30650   Tier2 Engineer.Scientist                  395000
## 30658   FAANG Engineer.Scientist                  606000
## 30659   Tier2 Engineer.Scientist                  205000
## 30663   Tier2              Other                  122000
## 30664   Other Engineer.Scientist                  278000
## 30668   Other          BUSI.MGMT                  188000
## 30669   Other          BUSI.MGMT                  178000
## 30672   Tier2          BUSI.MGMT                  205000
## 30676   FAANG Engineer.Scientist                  315000
## 30677   Other Engineer.Scientist                  140000
## 30682   Other Engineer.Scientist                  214000
## 30684   FAANG Engineer.Scientist                  155000
## 30685   FAANG Engineer.Scientist                  190000
## 30686   Other Engineer.Scientist                  195000
## 30688   FAANG          BUSI.MGMT                  163000
## 30689   Tier2 Engineer.Scientist                  160000
## 30691   Other Engineer.Scientist                  135000
## 30695   Other Engineer.Scientist                  222000
## 30696   FAANG Engineer.Scientist                  344000
## 30701   Tier2 Engineer.Scientist                  122000
## 30704   FAANG          BUSI.MGMT                  240000
## 30705   Other Engineer.Scientist                  219000
## 30706   FAANG              Other                  150000
## 30710   Other Engineer.Scientist                  240000
## 30711   FAANG Engineer.Scientist                  231000
## 30712   Other Engineer.Scientist                  130000
## 30717   FAANG Engineer.Scientist                  367000
## 30721   Other          BUSI.MGMT                  226000
## 30722   FAANG Engineer.Scientist                  257000
## 30726   Other Engineer.Scientist                   96000
## 30733   Tier2 Engineer.Scientist                  231000
## 30738   Tier2 Engineer.Scientist                   88000
## 30744   Other Engineer.Scientist                   50000
## 30745   Tier2          BUSI.MGMT                  120000
## 30747   FAANG Engineer.Scientist                  265000
## 30754   Tier2 Engineer.Scientist                  201000
## 30755   FAANG Engineer.Scientist                  306000
## 30759   Other Engineer.Scientist                   85000
## 30760   FAANG Engineer.Scientist                  241000
## 30761   Tier2              Other                  206000
## 30762   Tier2 Engineer.Scientist                  150000
## 30766   FAANG Engineer.Scientist                  169000
## 30768   Tier2 Engineer.Scientist                  122000
## 30772   Tier2 Engineer.Scientist                   40000
## 30773   Other          BUSI.MGMT                  130000
## 30776   Tier2              Other                  132000
## 30784   FAANG Engineer.Scientist                  226000
## 30785   FAANG Engineer.Scientist                  160000
## 30786   Other Engineer.Scientist                  125000
## 30791   Tier2 Engineer.Scientist                  315000
## 30793   FAANG Engineer.Scientist                  243000
## 30794   FAANG Engineer.Scientist                  195000
## 30796   Tier2 Engineer.Scientist                   21000
## 30801   Tier2 Engineer.Scientist                  128000
## 30802   FAANG Engineer.Scientist                  225000
## 30805   Tier2          BUSI.MGMT                  185000
## 30807   Tier2 Engineer.Scientist                  135000
## 30813   Tier2 Engineer.Scientist                  140000
## 30814   Tier2 Engineer.Scientist                  160000
## 30816   Other Engineer.Scientist                  143000
## 30817   Other Engineer.Scientist                  250000
## 30820   Other              Other                  147000
## 30823   FAANG              Other                  289000
## 30824   Tier2 Engineer.Scientist                  188000
## 30829   Other Engineer.Scientist                   93000
## 30832   Other Engineer.Scientist                  167000
## 30833   Other Engineer.Scientist                   93000
## 30835   Other          BUSI.MGMT                  117000
## 30836   Tier2 Engineer.Scientist                   56000
## 30837   Other Engineer.Scientist                   74000
## 30841   Other Engineer.Scientist                  101000
## 30843   Other              Other                  113000
## 30845   Tier2          BUSI.MGMT                   68000
## 30846   FAANG Engineer.Scientist                  268000
## 30851   Tier2 Engineer.Scientist                   70000
## 30852   FAANG Engineer.Scientist                  100000
## 30853   Other Engineer.Scientist                  213000
## 30855   Other Engineer.Scientist                  586000
## 30861   FAANG Engineer.Scientist                  190000
## 30862   Tier2          BUSI.MGMT                  164000
## 30868   Other Engineer.Scientist                  165000
## 30870   FAANG              Other                  227000
## 30875   Other Engineer.Scientist                  157000
## 30879   FAANG Engineer.Scientist                  332000
## 30880   Other          BUSI.MGMT                  170000
## 30882   Tier2          BUSI.MGMT                  174000
## 30885   Other Engineer.Scientist                  125000
## 30886   FAANG Engineer.Scientist                  345000
## 30888   Tier2          BUSI.MGMT                  201000
## 30889   Other Engineer.Scientist                   85000
## 30891   Tier2 Engineer.Scientist                  135000
## 30892   Other Engineer.Scientist                  225000
## 30897   Other Engineer.Scientist                  105000
## 30900   FAANG Engineer.Scientist                  165000
## 30905   Other Engineer.Scientist                  147000
## 30906   Tier2 Engineer.Scientist                  370000
## 30910   Tier2 Engineer.Scientist                  170000
## 30911   FAANG Engineer.Scientist                  290000
## 30919   Other Engineer.Scientist                  164000
## 30922   Other              Other                  140000
## 30931   Other Engineer.Scientist                  200000
## 30935   Other Engineer.Scientist                   28000
## 30946   FAANG Engineer.Scientist                   75000
## 30951   FAANG Engineer.Scientist                   70000
## 30955   Other Engineer.Scientist                  139000
## 30957   Other Engineer.Scientist                  426000
## 30958   Tier2          BUSI.MGMT                  195000
## 30963   Other          BUSI.MGMT                  123000
## 30964   Other Engineer.Scientist                  207000
## 30965   FAANG          BUSI.MGMT                  220000
## 30968   FAANG Engineer.Scientist                  421000
## 30969   Other Engineer.Scientist                  104000
## 30970   Other Engineer.Scientist                  103000
## 30971   Tier2          BUSI.MGMT                  427000
## 30979   Tier2 Engineer.Scientist                  264000
## 30981   Tier2 Engineer.Scientist                   95000
## 30982   FAANG Engineer.Scientist                  200000
## 30992   Other Engineer.Scientist                  146000
## 30994   Tier2              Other                  296000
## 30995   FAANG          BUSI.MGMT                  292000
## 30996   Tier2 Engineer.Scientist                  148000
## 30998   Tier2          BUSI.MGMT                  120000
## 31001   Tier2 Engineer.Scientist                  274000
## 31002   Tier2          BUSI.MGMT                  233000
## 31003   Other Engineer.Scientist                   81000
## 31004   Other Engineer.Scientist                  100000
## 31008   FAANG              Other                  170000
## 31009   Other          BUSI.MGMT                  147000
## 31013   FAANG Engineer.Scientist                  447000
## 31014   Tier2 Engineer.Scientist                  120000
## 31015   Other Engineer.Scientist                  128000
## 31016   Other          BUSI.MGMT                   15000
## 31017   Other Engineer.Scientist                  100000
## 31020   Tier2 Engineer.Scientist                  270000
## 31022   Other Engineer.Scientist                  142000
## 31026   Tier2 Engineer.Scientist                  130000
## 31027   FAANG Engineer.Scientist                  200000
## 31028   Other Engineer.Scientist                  553000
## 31031   Tier2 Engineer.Scientist                  307000
## 31036   Tier2 Engineer.Scientist                   49000
## 31042   FAANG Engineer.Scientist                  300000
## 31048   Tier2          BUSI.MGMT                  228000
## 31052   Tier2 Engineer.Scientist                  165000
## 31056   Other Engineer.Scientist                  140000
## 31057   Tier2 Engineer.Scientist                  110000
## 31060   Tier2 Engineer.Scientist                  135000
## 31061   Other Engineer.Scientist                   85000
## 31064   FAANG Engineer.Scientist                  133000
## 31065   Other Engineer.Scientist                  144000
## 31067   Tier2 Engineer.Scientist                  198000
## 31068   FAANG Engineer.Scientist                  170000
## 31070   Other Engineer.Scientist                  103000
## 31072   Other Engineer.Scientist                  176000
## 31075   Other Engineer.Scientist                  170000
## 31083   Other Engineer.Scientist                  150000
## 31085   Tier2              Other                  145000
## 31087   FAANG Engineer.Scientist                  417000
## 31089   FAANG          BUSI.MGMT                  120000
## 31090   Tier2              Other                  273000
## 31095   Other Engineer.Scientist                  180000
## 31097   FAANG Engineer.Scientist                  671000
## 31101   Other Engineer.Scientist                  146000
## 31105   Tier2 Engineer.Scientist                   78000
## 31111   Other          BUSI.MGMT                   99000
## 31112   Other Engineer.Scientist                   18000
## 31118   FAANG Engineer.Scientist                  191000
## 31122   Tier2 Engineer.Scientist                  225000
## 31123   FAANG              Other                  200000
## 31125   Other Engineer.Scientist                   88000
## 31127   Other          BUSI.MGMT                  136000
## 31128   Other              Other                  350000
## 31130   Tier2 Engineer.Scientist                  173000
## 31134   FAANG Engineer.Scientist                  446000
## 31137   Tier2 Engineer.Scientist                  234000
## 31141   FAANG Engineer.Scientist                  220000
## 31142   Tier2          BUSI.MGMT                  115000
## 31146   Other Engineer.Scientist                  147000
## 31147   Tier2 Engineer.Scientist                  144000
## 31152   Tier2 Engineer.Scientist                  200000
## 31155   FAANG Engineer.Scientist                  178000
## 31160   Tier2 Engineer.Scientist                  205000
## 31165   Other Engineer.Scientist                   82000
## 31168   Other              Other                   32000
## 31171   Other          BUSI.MGMT                  126000
## 31172   Other Engineer.Scientist                  130000
## 31173   Tier2          BUSI.MGMT                  251000
## 31175   Tier2 Engineer.Scientist                  125000
## 31176   FAANG Engineer.Scientist                  258000
## 31177   Tier2 Engineer.Scientist                  113000
## 31179   Other Engineer.Scientist                  200000
## 31180   FAANG Engineer.Scientist                  370000
## 31181   Other Engineer.Scientist                   85000
## 31183   FAANG Engineer.Scientist                  228000
## 31185   Other Engineer.Scientist                  314000
## 31188   Other Engineer.Scientist                   26000
## 31190   Tier2 Engineer.Scientist                  200000
## 31191   Tier2 Engineer.Scientist                  160000
## 31193   Other Engineer.Scientist                  265000
## 31195   Tier2 Engineer.Scientist                  169000
## 31196   Other Engineer.Scientist                  110000
## 31197   FAANG Engineer.Scientist                  500000
## 31198   Other          BUSI.MGMT                  154000
## 31202   Other Engineer.Scientist                  210000
## 31204   Tier2 Engineer.Scientist                  230000
## 31209   Tier2          BUSI.MGMT                  330000
## 31212   Other Engineer.Scientist                  213000
## 31213   Tier2 Engineer.Scientist                  158000
## 31214   FAANG Engineer.Scientist                  262000
## 31218   Tier2 Engineer.Scientist                  335000
## 31219   Other Engineer.Scientist                  255000
## 31222   Other Engineer.Scientist                  480000
## 31224   Tier2 Engineer.Scientist                   84000
## 31225   Tier2 Engineer.Scientist                  227000
## 31226   Other Engineer.Scientist                  110000
## 31228   FAANG Engineer.Scientist                  225000
## 31229   Tier2 Engineer.Scientist                  191000
## 31230   Other Engineer.Scientist                  132000
## 31233   FAANG          BUSI.MGMT                  198000
## 31236   Other Engineer.Scientist                  102000
## 31237   Other Engineer.Scientist                  190000
## 31239   Other Engineer.Scientist                  202000
## 31242   FAANG          BUSI.MGMT                  132000
## 31243   Other Engineer.Scientist                  270000
## 31250   Tier2          BUSI.MGMT                  211000
## 31252   Other Engineer.Scientist                  209000
## 31255   Tier2 Engineer.Scientist                  167000
## 31257   Other Engineer.Scientist                  110000
## 31261   Tier2 Engineer.Scientist                   47000
## 31263   Other Engineer.Scientist                   90000
## 31265   FAANG          BUSI.MGMT                  335000
## 31268   Tier2 Engineer.Scientist                  147000
## 31269   Other          BUSI.MGMT                  110000
## 31271   Other Engineer.Scientist                   76000
## 31273   FAANG          BUSI.MGMT                  255000
## 31274   Tier2 Engineer.Scientist                  100000
## 31276   FAANG Engineer.Scientist                  243000
## 31277   Tier2 Engineer.Scientist                  176000
## 31284   Tier2 Engineer.Scientist                  160000
## 31287   FAANG Engineer.Scientist                  200000
## 31288   Other Engineer.Scientist                  203000
## 31289   FAANG Engineer.Scientist                  176000
## 31290   Other Engineer.Scientist                  133000
## 31292   Tier2 Engineer.Scientist                  170000
## 31294   FAANG Engineer.Scientist                  247000
## 31297   Other Engineer.Scientist                  170000
## 31300   Tier2 Engineer.Scientist                  180000
## 31304   Tier2 Engineer.Scientist                  241000
## 31306   Tier2 Engineer.Scientist                  195000
## 31308   Tier2          BUSI.MGMT                   41000
## 31309   Tier2 Engineer.Scientist                  265000
## 31312   FAANG          BUSI.MGMT                  140000
## 31313   Other Engineer.Scientist                  170000
## 31314   Other Engineer.Scientist                   27000
## 31315   Tier2 Engineer.Scientist                  160000
## 31316   FAANG Engineer.Scientist                  166000
## 31319   Other          BUSI.MGMT                   25000
## 31321   Other Engineer.Scientist                   72000
## 31322   Other Engineer.Scientist                  138000
## 31324   Other Engineer.Scientist                   50000
## 31329   Other Engineer.Scientist                  230000
## 31330   FAANG              Other                  150000
## 31334   Other Engineer.Scientist                  320000
## 31348   Other              Other                   97000
## 31352   FAANG Engineer.Scientist                  171000
## 31353   Other Engineer.Scientist                  400000
## 31354   Other          BUSI.MGMT                   83000
## 31355   Tier2              Other                  210000
## 31357   Tier2          BUSI.MGMT                  130000
## 31358   FAANG Engineer.Scientist                  274000
## 31359   Other          BUSI.MGMT                  180000
## 31362   Other          BUSI.MGMT                  110000
## 31365   Tier2 Engineer.Scientist                  141000
## 31368   FAANG Engineer.Scientist                  193000
## 31373   Tier2 Engineer.Scientist                  180000
## 31374   FAANG              Other                  132000
## 31375   FAANG          BUSI.MGMT                   45000
## 31378   Tier2          BUSI.MGMT                  185000
## 31383   Tier2              Other                  205000
## 31385   FAANG Engineer.Scientist                  204000
## 31395   Tier2 Engineer.Scientist                  295000
## 31396   FAANG Engineer.Scientist                  155000
## 31403   FAANG Engineer.Scientist                   95000
## 31404   FAANG Engineer.Scientist                  422000
## 31407   Other          BUSI.MGMT                  140000
## 31409   Other          BUSI.MGMT                  109000
## 31412   Tier2 Engineer.Scientist                  138000
## 31417   Other          BUSI.MGMT                  115000
## 31418   Other          BUSI.MGMT                  115000
## 31419   Other              Other                  360000
## 31420   Tier2          BUSI.MGMT                  307000
## 31422   Other Engineer.Scientist                  275000
## 31425   FAANG              Other                  325000
## 31430   FAANG          BUSI.MGMT                  360000
## 31434   Tier2 Engineer.Scientist                  240000
## 31435   FAANG              Other                  417000
## 31437   FAANG          BUSI.MGMT                  394000
## 31438   FAANG Engineer.Scientist                  292000
## 31440   Tier2 Engineer.Scientist                  140000
## 31442   FAANG Engineer.Scientist                  175000
## 31444   Tier2              Other                  250000
## 31447   Other Engineer.Scientist                  183000
## 31449   Other          BUSI.MGMT                   30000
## 31450   Tier2 Engineer.Scientist                  156000
## 31456   Tier2 Engineer.Scientist                  135000
## 31457   FAANG Engineer.Scientist                  180000
## 31459   FAANG          BUSI.MGMT                  625000
## 31466   Tier2              Other                  186000
## 31470   Other Engineer.Scientist                  223000
## 31472   FAANG              Other                  256000
## 31474   Other Engineer.Scientist                  168000
## 31476   Other Engineer.Scientist                   76000
## 31481   FAANG Engineer.Scientist                  180000
## 31482   FAANG Engineer.Scientist                  155000
## 31484   Other Engineer.Scientist                   85000
## 31486   Other          BUSI.MGMT                  160000
## 31488   Tier2 Engineer.Scientist                  177000
## 31489   FAANG Engineer.Scientist                  356000
## 31491   FAANG Engineer.Scientist                  172000
## 31494   Tier2 Engineer.Scientist                  184000
## 31495   FAANG Engineer.Scientist                  370000
## 31496   Other Engineer.Scientist                   88000
## 31500   Other Engineer.Scientist                  245000
## 31504   Other Engineer.Scientist                   62000
## 31508   Other Engineer.Scientist                  144000
## 31509   Other Engineer.Scientist                  131000
## 31510   Tier2              Other                  110000
## 31514   Tier2 Engineer.Scientist                  170000
## 31515   Other Engineer.Scientist                   95000
## 31516   Other          BUSI.MGMT                  110000
## 31519   Tier2 Engineer.Scientist                  210000
## 31522   Other Engineer.Scientist                  115000
## 31524   Other          BUSI.MGMT                  200000
## 31526   Other          BUSI.MGMT                  100000
## 31530   Other              Other                   90000
## 31532   FAANG Engineer.Scientist                   84000
## 31535   Other Engineer.Scientist                  135000
## 31537   FAANG Engineer.Scientist                  238000
## 31542   FAANG Engineer.Scientist                  290000
## 31543   FAANG Engineer.Scientist                  148000
## 31544   Tier2          BUSI.MGMT                  300000
## 31547   Other Engineer.Scientist                  173000
## 31548   FAANG          BUSI.MGMT                   92000
## 31549   Tier2 Engineer.Scientist                  128000
## 31552   Other Engineer.Scientist                  115000
## 31555   Tier2 Engineer.Scientist                  345000
## 31557   Tier2 Engineer.Scientist                  230000
## 31558   Other Engineer.Scientist                  182000
## 31560   Other          BUSI.MGMT                  245000
## 31566   Tier2 Engineer.Scientist                  164000
## 31567   Tier2 Engineer.Scientist                  199000
## 31569   Tier2 Engineer.Scientist                  200000
## 31570   FAANG Engineer.Scientist                  287000
## 31572   Tier2 Engineer.Scientist                  254000
## 31573   FAANG Engineer.Scientist                  387000
## 31574   Tier2 Engineer.Scientist                  344000
## 31575   Tier2          BUSI.MGMT                  125000
## 31576   Tier2          BUSI.MGMT                  170000
## 31579   Other Engineer.Scientist                  182000
## 31582   Tier2 Engineer.Scientist                  135000
## 31584   FAANG Engineer.Scientist                  338000
## 31585   Tier2 Engineer.Scientist                  175000
## 31587   Tier2          BUSI.MGMT                  219000
## 31588   Other Engineer.Scientist                  167000
## 31593   FAANG Engineer.Scientist                  300000
## 31594   Tier2 Engineer.Scientist                  200000
## 31595   Other Engineer.Scientist                  180000
## 31596   Other Engineer.Scientist                  243000
## 31598   FAANG Engineer.Scientist                  336000
## 31602   Other Engineer.Scientist                  186000
## 31604   Other Engineer.Scientist                   13000
## 31607   Tier2 Engineer.Scientist                  311000
## 31608   FAANG Engineer.Scientist                  307000
## 31610   Other          BUSI.MGMT                  195000
## 31611   Tier2 Engineer.Scientist                  268000
## 31616   FAANG Engineer.Scientist                  385000
## 31618   FAANG Engineer.Scientist                   94000
## 31620   Other Engineer.Scientist                   30000
## 31623   FAANG Engineer.Scientist                  112000
## 31631   FAANG Engineer.Scientist                  170000
## 31633   Tier2 Engineer.Scientist                  135000
## 31634   Other Engineer.Scientist                   97000
## 31638   Other Engineer.Scientist                  130000
## 31640   Tier2 Engineer.Scientist                  144000
## 31642   FAANG          BUSI.MGMT                  235000
## 31644   Tier2 Engineer.Scientist                  250000
## 31650   FAANG Engineer.Scientist                  263000
## 31651   FAANG Engineer.Scientist                  595000
## 31653   FAANG Engineer.Scientist                  300000
## 31654   Tier2 Engineer.Scientist                  182000
## 31656   Tier2 Engineer.Scientist                  325000
## 31661   Other Engineer.Scientist                  187000
## 31662   Tier2          BUSI.MGMT                  190000
## 31663   Other Engineer.Scientist                  145000
## 31664   Other Engineer.Scientist                   65000
## 31665   Other Engineer.Scientist                   93000
## 31669   Tier2 Engineer.Scientist                  193000
## 31671   Other Engineer.Scientist                  126000
## 31673   FAANG Engineer.Scientist                  328000
## 31677   Tier2 Engineer.Scientist                   22000
## 31682   Other              Other                  145000
## 31686   Tier2          BUSI.MGMT                  235000
## 31687   FAANG Engineer.Scientist                  167000
## 31689   Other Engineer.Scientist                  171000
## 31693   Tier2 Engineer.Scientist                  700000
## 31699   FAANG Engineer.Scientist                  305000
## 31700   Other Engineer.Scientist                  196000
## 31702   Other Engineer.Scientist                  175000
## 31707   Other Engineer.Scientist                   83000
## 31717   Tier2 Engineer.Scientist                   92000
## 31722   Tier2 Engineer.Scientist                  159000
## 31728   Tier2          BUSI.MGMT                  203000
## 31730   Other Engineer.Scientist                  168000
## 31737   Tier2 Engineer.Scientist                  206000
## 31739   Tier2          BUSI.MGMT                  278000
## 31742   Other          BUSI.MGMT                   43000
## 31747   FAANG Engineer.Scientist                  390000
## 31750   Tier2 Engineer.Scientist                  237000
## 31752   Tier2          BUSI.MGMT                   93000
## 31755   FAANG Engineer.Scientist                  173000
## 31758   Other Engineer.Scientist                  129000
## 31759   FAANG Engineer.Scientist                  185000
## 31761   Other          BUSI.MGMT                   83000
## 31767   FAANG Engineer.Scientist                   93000
## 31768   Tier2          BUSI.MGMT                   72000
## 31770   FAANG Engineer.Scientist                  320000
## 31773   Other Engineer.Scientist                  128000
## 31774   FAANG Engineer.Scientist                  329000
## 31781   Tier2              Other                   73000
## 31782   Tier2 Engineer.Scientist                   87000
## 31784   Tier2 Engineer.Scientist                  176000
## 31786   Tier2 Engineer.Scientist                  151000
## 31787   Other          BUSI.MGMT                   65000
## 31789   Other Engineer.Scientist                  167000
## 31797   Other          BUSI.MGMT                   93000
## 31799   FAANG          BUSI.MGMT                  180000
## 31800   Tier2          BUSI.MGMT                  525000
## 31801   Other Engineer.Scientist                  148000
## 31802   FAANG          BUSI.MGMT                  120000
## 31803   Other          BUSI.MGMT                   69000
## 31807   Tier2          BUSI.MGMT                   93000
## 31817   Other Engineer.Scientist                  214000
## 31819   Other Engineer.Scientist                  125000
## 31823   FAANG Engineer.Scientist                  225000
## 31827   Tier2 Engineer.Scientist                  215000
## 31832   Other          BUSI.MGMT                  200000
## 31833   FAANG Engineer.Scientist                  215000
## 31834   FAANG Engineer.Scientist                  216000
## 31835   Other Engineer.Scientist                   83000
## 31836   Other Engineer.Scientist                   60000
## 31839   Tier2 Engineer.Scientist                  170000
## 31846   Other Engineer.Scientist                  125000
## 31847   FAANG          BUSI.MGMT                  170000
## 31849   FAANG Engineer.Scientist                  349000
## 31852   Tier2 Engineer.Scientist                  158000
## 31854   Tier2 Engineer.Scientist                  117000
## 31857   Other Engineer.Scientist                   76000
## 31858   Other Engineer.Scientist                  115000
## 31863   Other          BUSI.MGMT                  180000
## 31864   Other              Other                  165000
## 31865   Tier2 Engineer.Scientist                   62000
## 31869   FAANG Engineer.Scientist                   61000
## 31870   Tier2          BUSI.MGMT                  200000
## 31872   Other Engineer.Scientist                  230000
## 31877   Other              Other                  220000
## 31878   Other Engineer.Scientist                  405000
## 31882   Other Engineer.Scientist                   90000
## 31883   Tier2              Other                  170000
## 31887   FAANG              Other                  572000
## 31890   FAANG Engineer.Scientist                  325000
## 31894   Other          BUSI.MGMT                   39000
## 31899   Other Engineer.Scientist                  100000
## 31902   Other          BUSI.MGMT                  245000
## 31904   FAANG Engineer.Scientist                  265000
## 31908   FAANG          BUSI.MGMT                  203000
## 31910   Tier2          BUSI.MGMT                   87000
## 31912   Other Engineer.Scientist                  128000
## 31920   Tier2 Engineer.Scientist                  100000
## 31921   Tier2 Engineer.Scientist                  141000
## 31923   Tier2 Engineer.Scientist                  285000
## 31933   Other Engineer.Scientist                  143000
## 31934   FAANG Engineer.Scientist                  155000
## 31935   Other Engineer.Scientist                   50000
## 31942   Tier2 Engineer.Scientist                  320000
## 31944   FAANG Engineer.Scientist                  284000
## 31945   Tier2 Engineer.Scientist                  150000
## 31948   FAANG          BUSI.MGMT                  165000
## 31949   Tier2 Engineer.Scientist                   93000
## 31950   FAANG Engineer.Scientist                  225000
## 31951   Other              Other                  175000
## 31954   FAANG Engineer.Scientist                  415000
## 31955   FAANG              Other                  196000
## 31956   Tier2 Engineer.Scientist                  156000
## 31957   FAANG Engineer.Scientist                  200000
## 31958   Tier2 Engineer.Scientist                  107000
## 31960   Other Engineer.Scientist                  200000
## 31961   FAANG Engineer.Scientist                  176000
## 31971   Tier2 Engineer.Scientist                  202000
## 31974   Tier2              Other                  113000
## 31976   Other Engineer.Scientist                  124000
## 31977   Tier2          BUSI.MGMT                  245000
## 31979   Other Engineer.Scientist                  205000
## 31982   FAANG          BUSI.MGMT                  204000
## 31984   Other          BUSI.MGMT                  350000
## 31991   Tier2 Engineer.Scientist                  201000
## 31993   Tier2 Engineer.Scientist                  158000
## 31995   Other Engineer.Scientist                  140000
## 31996   FAANG              Other                  343000
## 31997   Tier2 Engineer.Scientist                  134000
## 32001   Other Engineer.Scientist                  142000
## 32002   FAANG          BUSI.MGMT                  385000
## 32003   Other Engineer.Scientist                  147000
## 32004   Tier2 Engineer.Scientist                   94000
## 32006   Other Engineer.Scientist                  229000
## 32009   Other Engineer.Scientist                  120000
## 32010   Other          BUSI.MGMT                   95000
## 32013   Other          BUSI.MGMT                  210000
## 32014   Tier2              Other                  299000
## 32018   FAANG          BUSI.MGMT                  230000
## 32019   Tier2          BUSI.MGMT                  183000
## 32030   Other Engineer.Scientist                  145000
## 32032   Other          BUSI.MGMT                   25000
## 32033   Other              Other                   90000
## 32038   FAANG              Other                   88000
## 32040   Tier2 Engineer.Scientist                  159000
## 32044   Tier2 Engineer.Scientist                  450000
## 32045   FAANG              Other                  115000
## 32046   FAANG Engineer.Scientist                   39000
## 32047   Other Engineer.Scientist                  150000
## 32048   Tier2 Engineer.Scientist                   88000
## 32050   FAANG Engineer.Scientist                  185000
## 32052   FAANG              Other                   87000
## 32053   FAANG Engineer.Scientist                  268000
## 32055   FAANG Engineer.Scientist                  438000
## 32056   FAANG Engineer.Scientist                  480000
## 32057   FAANG Engineer.Scientist                  252000
## 32064   Tier2          BUSI.MGMT                  123000
## 32066   Other Engineer.Scientist                  376000
## 32069   Other Engineer.Scientist                  190000
## 32073   Other Engineer.Scientist                  122000
## 32077   FAANG Engineer.Scientist                  108000
## 32080   Other Engineer.Scientist                  180000
## 32082   Tier2 Engineer.Scientist                  140000
## 32085   FAANG          BUSI.MGMT                  247000
## 32087   Other Engineer.Scientist                  183000
## 32088   Other Engineer.Scientist                  174000
## 32089   FAANG Engineer.Scientist                  150000
## 32093   Tier2              Other                  197000
## 32095   Tier2          BUSI.MGMT                  155000
## 32096   Other Engineer.Scientist                  185000
## 32103   Other          BUSI.MGMT                  200000
## 32108   Tier2 Engineer.Scientist                  185000
## 32110   Other              Other                  115000
## 32116   Tier2              Other                  252000
## 32117   FAANG Engineer.Scientist                  170000
## 32120   Other Engineer.Scientist                   50000
## 32122   Other Engineer.Scientist                  319000
## 32123   Other Engineer.Scientist                  137000
## 32124   FAANG Engineer.Scientist                  588000
## 32126   Other Engineer.Scientist                   96000
## 32129   FAANG Engineer.Scientist                  205000
## 32136   FAANG Engineer.Scientist                  150000
## 32137   Other          BUSI.MGMT                   90000
## 32143   FAANG Engineer.Scientist                  368000
## 32144   Tier2          BUSI.MGMT                  111000
## 32145   Tier2 Engineer.Scientist                   18000
## 32146   Tier2 Engineer.Scientist                   73000
## 32147   Tier2          BUSI.MGMT                  234000
## 32149   Other          BUSI.MGMT                  250000
## 32152   Other Engineer.Scientist                   77000
## 32153   Other Engineer.Scientist                  132000
## 32155   Other Engineer.Scientist                  104000
## 32157   FAANG Engineer.Scientist                  130000
## 32158   Other Engineer.Scientist                   70000
## 32159   Other          BUSI.MGMT                  280000
## 32160   Other              Other                  122000
## 32162   FAANG Engineer.Scientist                  188000
## 32163   Tier2          BUSI.MGMT                  216000
## 32165   Other          BUSI.MGMT                  152000
## 32168   Tier2              Other                  149000
## 32169   Tier2          BUSI.MGMT                  145000
## 32173   Other          BUSI.MGMT                  221000
## 32174   FAANG Engineer.Scientist                  190000
## 32175   FAANG Engineer.Scientist                  150000
## 32176   Tier2 Engineer.Scientist                  102000
## 32180   FAANG Engineer.Scientist                  278000
## 32182   FAANG Engineer.Scientist                  275000
## 32186   Tier2          BUSI.MGMT                  253000
## 32188   Tier2 Engineer.Scientist                  116000
## 32192   Other Engineer.Scientist                   86000
## 32193   Tier2 Engineer.Scientist                  328000
## 32202   FAANG Engineer.Scientist                  249000
## 32203   Other Engineer.Scientist                  247000
## 32204   Other Engineer.Scientist                  119000
## 32205   Other          BUSI.MGMT                  225000
## 32208   FAANG Engineer.Scientist                  137000
## 32211   Other Engineer.Scientist                   83000
## 32212   Tier2 Engineer.Scientist                  248000
## 32216   FAANG Engineer.Scientist                  310000
## 32217   Other Engineer.Scientist                  306000
## 32218   Other Engineer.Scientist                  187000
## 32224   Tier2 Engineer.Scientist                  368000
## 32226   Other          BUSI.MGMT                  117000
## 32227   Other          BUSI.MGMT                  120000
## 32231   Other          BUSI.MGMT                   89000
## 32232   FAANG          BUSI.MGMT                  160000
## 32234   Other Engineer.Scientist                   32000
## 32242   FAANG Engineer.Scientist                  160000
## 32245   Tier2 Engineer.Scientist                  160000
## 32247   Tier2 Engineer.Scientist                  370000
## 32250   Tier2 Engineer.Scientist                  132000
## 32254   Tier2 Engineer.Scientist                  120000
## 32256   Other Engineer.Scientist                  132000
## 32257   FAANG Engineer.Scientist                  236000
## 32260   Tier2 Engineer.Scientist                   41000
## 32261   FAANG              Other                  134000
## 32262   Other Engineer.Scientist                  330000
## 32263   Tier2          BUSI.MGMT                   77000
## 32264   FAANG Engineer.Scientist                  161000
## 32265   Other Engineer.Scientist                   90000
## 32268   FAANG Engineer.Scientist                  354000
## 32270   Other          BUSI.MGMT                   44000
## 32271   Other Engineer.Scientist                   80000
## 32272   Other              Other                  105000
## 32274   Tier2 Engineer.Scientist                  165000
## 32281   Other          BUSI.MGMT                  154000
## 32289   Other Engineer.Scientist                  157000
## 32290   Tier2 Engineer.Scientist                  173000
## 32291   Other Engineer.Scientist                  200000
## 32292   FAANG Engineer.Scientist                  320000
## 32293   Tier2 Engineer.Scientist                  160000
## 32297   Other Engineer.Scientist                  218000
## 32299   FAANG Engineer.Scientist                  153000
## 32300   Tier2 Engineer.Scientist                   60000
## 32301   Other Engineer.Scientist                  266000
## 32303   Other Engineer.Scientist                  147000
## 32304   Other Engineer.Scientist                  270000
## 32309   Other Engineer.Scientist                  138000
## 32310   Tier2 Engineer.Scientist                  110000
## 32312   Other          BUSI.MGMT                  203000
## 32316   FAANG Engineer.Scientist                  190000
## 32321   FAANG Engineer.Scientist                  135000
## 32324   FAANG Engineer.Scientist                  280000
## 32325   Other Engineer.Scientist                  110000
## 32331   Other Engineer.Scientist                  233000
## 32333   Tier2 Engineer.Scientist                  128000
## 32334   Other Engineer.Scientist                   94000
## 32335   FAANG Engineer.Scientist                  158000
## 32337   Tier2 Engineer.Scientist                  147000
## 32339   Other Engineer.Scientist                  140000
## 32341   Tier2 Engineer.Scientist                  170000
## 32344   Tier2 Engineer.Scientist                  167000
## 32346   Other Engineer.Scientist                  201000
## 32347   Tier2 Engineer.Scientist                   88000
## 32349   Tier2              Other                  132000
## 32350   FAANG              Other                  190000
## 32352   Tier2 Engineer.Scientist                  206000
## 32355   Tier2 Engineer.Scientist                   59000
## 32358   FAANG Engineer.Scientist                  283000
## 32359   Tier2 Engineer.Scientist                  470000
## 32361   FAANG Engineer.Scientist                  263000
## 32364   Other Engineer.Scientist                   16000
## 32366   FAANG Engineer.Scientist                  252000
## 32372   Other Engineer.Scientist                  152000
## 32374   FAANG Engineer.Scientist                  150000
## 32388   FAANG              Other                  374000
## 32389   Other Engineer.Scientist                   53000
## 32391   Tier2 Engineer.Scientist                  263000
## 32392   FAANG Engineer.Scientist                  151000
## 32395   Other Engineer.Scientist                  175000
## 32400   Tier2 Engineer.Scientist                  279000
## 32401   Other Engineer.Scientist                   90000
## 32403   FAANG          BUSI.MGMT                  462000
## 32413   FAANG Engineer.Scientist                  258000
## 32419   Other Engineer.Scientist                  170000
## 32421   FAANG Engineer.Scientist                  359000
## 32422   Tier2          BUSI.MGMT                  228000
## 32430   FAANG Engineer.Scientist                  340000
## 32432   FAANG Engineer.Scientist                  175000
## 32435   Other Engineer.Scientist                  200000
## 32436   FAANG Engineer.Scientist                   97000
## 32437   Other          BUSI.MGMT                  250000
## 32438   Other Engineer.Scientist                  195000
## 32439   Tier2              Other                  280000
## 32441   Tier2 Engineer.Scientist                  113000
## 32442   Tier2          BUSI.MGMT                  295000
## 32448   FAANG          BUSI.MGMT                  320000
## 32453   Other Engineer.Scientist                  150000
## 32455   Tier2 Engineer.Scientist                  210000
## 32458   Other Engineer.Scientist                  129000
## 32459   Other Engineer.Scientist                  220000
## 32461   Other Engineer.Scientist                  270000
## 32462   Tier2 Engineer.Scientist                   90000
## 32463   Other Engineer.Scientist                  100000
## 32466   Tier2          BUSI.MGMT                   93000
## 32468   FAANG Engineer.Scientist                  150000
## 32472   Tier2          BUSI.MGMT                  228000
## 32474   FAANG Engineer.Scientist                  385000
## 32481   FAANG Engineer.Scientist                 1150000
## 32483   Other Engineer.Scientist                   59000
## 32484   Other Engineer.Scientist                   59000
## 32485   Other          BUSI.MGMT                  116000
## 32487   FAANG          BUSI.MGMT                  120000
## 32488   Tier2 Engineer.Scientist                   16000
## 32489   Tier2          BUSI.MGMT                   39000
## 32490   Tier2          BUSI.MGMT                   75000
## 32492   FAANG              Other                  112000
## 32493   FAANG Engineer.Scientist                  216000
## 32496   Tier2 Engineer.Scientist                  300000
## 32499   Tier2 Engineer.Scientist                  216000
## 32500   Other              Other                   65000
## 32501   Other Engineer.Scientist                   50000
## 32504   Other Engineer.Scientist                   45000
## 32508   Other Engineer.Scientist                  150000
## 32518   Other              Other                  116000
## 32523   Other          BUSI.MGMT                  334000
## 32527   Tier2 Engineer.Scientist                  127000
## 32528   FAANG Engineer.Scientist                  192000
## 32530   Other          BUSI.MGMT                  142000
## 32533   Tier2 Engineer.Scientist                  205000
## 32534   Tier2          BUSI.MGMT                  228000
## 32539   Other          BUSI.MGMT                  228000
## 32546   FAANG          BUSI.MGMT                  370000
## 32547   FAANG Engineer.Scientist                  206000
## 32548   FAANG          BUSI.MGMT                  262000
## 32549   Other Engineer.Scientist                  139000
## 32554   Other          BUSI.MGMT                  200000
## 32562   Tier2          BUSI.MGMT                  400000
## 32564   Tier2 Engineer.Scientist                  618000
## 32567   Tier2          BUSI.MGMT                  140000
## 32568   Tier2 Engineer.Scientist                  130000
## 32570   FAANG              Other                  240000
## 32571   Tier2          BUSI.MGMT                  172000
## 32572   Tier2              Other                  102000
## 32574   Tier2 Engineer.Scientist                  150000
## 32575   Tier2 Engineer.Scientist                  108000
## 32579   Tier2 Engineer.Scientist                  178000
## 32580   Other Engineer.Scientist                  155000
## 32583   Tier2          BUSI.MGMT                   90000
## 32587   Other          BUSI.MGMT                  242000
## 32590   FAANG Engineer.Scientist                  205000
## 32591   Other Engineer.Scientist                  200000
## 32592   Tier2 Engineer.Scientist                   98000
## 32593   FAANG Engineer.Scientist                  235000
## 32597   Other Engineer.Scientist                  112000
## 32598   Other          BUSI.MGMT                   66000
## 32599   Other Engineer.Scientist                  425000
## 32605   FAANG Engineer.Scientist                  275000
## 32609   Other Engineer.Scientist                  395000
## 32613   Tier2 Engineer.Scientist                  370000
## 32614   FAANG              Other                  260000
## 32615   FAANG Engineer.Scientist                  144000
## 32616   Other              Other                  140000
## 32618   FAANG Engineer.Scientist                   67000
## 32623   FAANG Engineer.Scientist                  500000
## 32624   Other Engineer.Scientist                  190000
## 32628   FAANG              Other                  240000
## 32629   Tier2 Engineer.Scientist                  190000
## 32630   Tier2 Engineer.Scientist                  140000
## 32631   Other Engineer.Scientist                  480000
## 32632   Other Engineer.Scientist                  179000
## 32633   Other Engineer.Scientist                  430000
## 32635   Other Engineer.Scientist                  125000
## 32637   FAANG              Other                  157000
## 32640   Other Engineer.Scientist                   80000
## 32645   Tier2 Engineer.Scientist                  107000
## 32646   FAANG          BUSI.MGMT                  146000
## 32652   Tier2 Engineer.Scientist                  590000
## 32654   FAANG Engineer.Scientist                  109000
## 32656   Other Engineer.Scientist                  135000
## 32657   Other Engineer.Scientist                  175000
## 32660   Tier2 Engineer.Scientist                  140000
## 32661   FAANG          BUSI.MGMT                  144000
## 32667   FAANG              Other                  290000
## 32671   Other Engineer.Scientist                  170000
## 32672   FAANG Engineer.Scientist                  580000
## 32676   Tier2 Engineer.Scientist                  220000
## 32679   Other Engineer.Scientist                  421000
## 32682   Other Engineer.Scientist                  132000
## 32683   FAANG              Other                  226000
## 32686   FAANG Engineer.Scientist                  446000
## 32690   Tier2              Other                   82000
## 32692   FAANG              Other                  130000
## 32697   Other Engineer.Scientist                   85000
## 32698   Other          BUSI.MGMT                  138000
## 32699   Tier2 Engineer.Scientist                  125000
## 32700   FAANG Engineer.Scientist                  220000
## 32701   Tier2 Engineer.Scientist                  300000
## 32703   FAANG Engineer.Scientist                  230000
## 32704   Other Engineer.Scientist                  112000
## 32712   FAANG Engineer.Scientist                  155000
## 32716   FAANG Engineer.Scientist                  275000
## 32717   FAANG              Other                  230000
## 32718   Tier2          BUSI.MGMT                  290000
## 32719   Tier2 Engineer.Scientist                  118000
## 32720   FAANG              Other                  250000
## 32724   Other Engineer.Scientist                  189000
## 32726   Tier2              Other                  255000
## 32729   Tier2          BUSI.MGMT                  194000
## 32730   Other Engineer.Scientist                  115000
## 32731   FAANG Engineer.Scientist                  150000
## 32732   FAANG Engineer.Scientist                  405000
## 32733   FAANG Engineer.Scientist                  348000
## 32736   Tier2          BUSI.MGMT                  100000
## 32740   Other Engineer.Scientist                  150000
## 32741   Tier2          BUSI.MGMT                   82000
## 32749   Tier2          BUSI.MGMT                  221000
## 32753   Other Engineer.Scientist                   56000
## 32755   Tier2 Engineer.Scientist                  215000
## 32756   FAANG Engineer.Scientist                  310000
## 32759   FAANG          BUSI.MGMT                  241000
## 32760   FAANG Engineer.Scientist                  220000
## 32761   Other Engineer.Scientist                  272000
## 32762   Other Engineer.Scientist                  161000
## 32763   Other          BUSI.MGMT                  110000
## 32764   FAANG              Other                  349000
## 32765   FAANG              Other                  339000
## 32766   Tier2 Engineer.Scientist                  187000
## 32771   Other Engineer.Scientist                  221000
## 32773   FAANG Engineer.Scientist                  410000
## 32775   Other          BUSI.MGMT                  171000
## 32779   FAANG Engineer.Scientist                  308000
## 32782   FAANG Engineer.Scientist                  234000
## 32785   FAANG Engineer.Scientist                  232000
## 32786   Other Engineer.Scientist                  150000
## 32790   Other Engineer.Scientist                  390000
## 32794   FAANG Engineer.Scientist                  200000
## 32795   Tier2          BUSI.MGMT                   90000
## 32796   Other              Other                  110000
## 32802   Other Engineer.Scientist                  229000
## 32808   Tier2 Engineer.Scientist                   50000
## 32809   FAANG Engineer.Scientist                  218000
## 32810   Tier2 Engineer.Scientist                   12000
## 32811   Other Engineer.Scientist                   81000
## 32818   FAANG Engineer.Scientist                  166000
## 32819   Tier2          BUSI.MGMT                  152000
## 32822   Other          BUSI.MGMT                  330000
## 32826   Tier2 Engineer.Scientist                  165000
## 32827   Tier2          BUSI.MGMT                  200000
## 32829   FAANG Engineer.Scientist                  219000
## 32832   Other Engineer.Scientist                  169000
## 32833   FAANG Engineer.Scientist                  190000
## 32834   Other Engineer.Scientist                  106000
## 32840   Tier2 Engineer.Scientist                   94000
## 32841   Other Engineer.Scientist                  150000
## 32847   Other Engineer.Scientist                  168000
## 32850   FAANG          BUSI.MGMT                  121000
## 32860   Tier2 Engineer.Scientist                  290000
## 32863   Tier2          BUSI.MGMT                  178000
## 32866   Tier2          BUSI.MGMT                  120000
## 32867   Other Engineer.Scientist                  169000
## 32875   Other Engineer.Scientist                  430000
## 32879   Other Engineer.Scientist                  150000
## 32882   Other Engineer.Scientist                  145000
## 32883   Tier2 Engineer.Scientist                   83000
## 32884   FAANG          BUSI.MGMT                  160000
## 32886   Tier2 Engineer.Scientist                  184000
## 32888   Other Engineer.Scientist                  140000
## 32891   Other Engineer.Scientist                  272000
## 32893   FAANG Engineer.Scientist                  176000
## 32894   Tier2 Engineer.Scientist                  120000
## 32907   FAANG          BUSI.MGMT                  156000
## 32914   Tier2 Engineer.Scientist                   87000
## 32916   Tier2 Engineer.Scientist                  137000
## 32919   Tier2 Engineer.Scientist                  170000
## 32920   Tier2 Engineer.Scientist                  127000
## 32922   Other Engineer.Scientist                  150000
## 32923   FAANG Engineer.Scientist                  106000
## 32927   Tier2 Engineer.Scientist                  125000
## 32929   FAANG Engineer.Scientist                  266000
## 32930   Tier2 Engineer.Scientist                  193000
## 32935   Tier2 Engineer.Scientist                  160000
## 32938   Other              Other                  156000
## 32939   Tier2 Engineer.Scientist                  181000
## 32942   Other Engineer.Scientist                   78000
## 32944   Other Engineer.Scientist                  396000
## 32945   Tier2 Engineer.Scientist                   19000
## 32947   Other Engineer.Scientist                  130000
## 32948   Tier2 Engineer.Scientist                  180000
## 32950   Tier2 Engineer.Scientist                  205000
## 32954   FAANG          BUSI.MGMT                  177000
## 32955   Other          BUSI.MGMT                  240000
## 32956   Tier2          BUSI.MGMT                  238000
## 32957   Tier2 Engineer.Scientist                  109000
## 32958   FAANG Engineer.Scientist                  380000
## 32960   Tier2 Engineer.Scientist                  334000
## 32965   Other          BUSI.MGMT                  115000
## 32967   FAANG          BUSI.MGMT                  820000
## 32968   Tier2 Engineer.Scientist                  100000
## 32971   Tier2 Engineer.Scientist                  294000
## 32973   Tier2 Engineer.Scientist                  255000
## 32974   Other Engineer.Scientist                   72000
## 32977   FAANG          BUSI.MGMT                  203000
## 32982   Other Engineer.Scientist                  144000
## 32986   Tier2 Engineer.Scientist                  142000
## 32987   Other Engineer.Scientist                   70000
## 32991   Tier2 Engineer.Scientist                   93000
## 32996   Tier2          BUSI.MGMT                  161000
## 32997   FAANG              Other                  140000
## 32999   Tier2 Engineer.Scientist                   47000
## 33003   Other Engineer.Scientist                   90000
## 33004   Tier2 Engineer.Scientist                  156000
## 33007   Other          BUSI.MGMT                  165000
## 33008   Other Engineer.Scientist                   62000
## 33009   Other Engineer.Scientist                   40000
## 33020   Tier2              Other                  230000
## 33022   FAANG Engineer.Scientist                  182000
## 33023   Other          BUSI.MGMT                  204000
## 33025   Tier2 Engineer.Scientist                   50000
## 33026   Tier2          BUSI.MGMT                  150000
## 33027   FAANG          BUSI.MGMT                  188000
## 33029   Other Engineer.Scientist                  400000
## 33032   Other Engineer.Scientist                   30000
## 33034   FAANG Engineer.Scientist                  420000
## 33036   FAANG Engineer.Scientist                  215000
## 33038   FAANG          BUSI.MGMT                  175000
## 33040   Tier2          BUSI.MGMT                  230000
## 33044   Tier2              Other                   82000
## 33046   Other          BUSI.MGMT                  229000
## 33047   Other          BUSI.MGMT                  252000
## 33048   Tier2              Other                  210000
## 33053   Other          BUSI.MGMT                  140000
## 33054   FAANG Engineer.Scientist                  220000
## 33057   Other Engineer.Scientist                  165000
## 33058   FAANG              Other                   69000
## 33060   FAANG Engineer.Scientist                  210000
## 33062   Other Engineer.Scientist                  334000
## 33064   Other Engineer.Scientist                  280000
## 33065   Tier2 Engineer.Scientist                  235000
## 33066   Tier2          BUSI.MGMT                  198000
## 33067   FAANG              Other                  181000
## 33069   Other Engineer.Scientist                   18000
## 33070   Tier2              Other                  174000
## 33078   Other Engineer.Scientist                  170000
## 33080   FAANG Engineer.Scientist                  270000
## 33081   Other Engineer.Scientist                   85000
## 33085   Tier2          BUSI.MGMT                  170000
## 33087   Other              Other                  217000
## 33089   Other          BUSI.MGMT                  180000
## 33092   FAANG              Other                   61000
## 33093   Other Engineer.Scientist                   58000
## 33095   FAANG Engineer.Scientist                  260000
## 33096   Other Engineer.Scientist                  209000
## 33100   Other Engineer.Scientist                  159000
## 33102   Other          BUSI.MGMT                   14000
## 33107   FAANG Engineer.Scientist                  148000
## 33110   Other Engineer.Scientist                  102000
## 33113   Tier2 Engineer.Scientist                   97000
## 33115   FAANG Engineer.Scientist                  200000
## 33117   Tier2 Engineer.Scientist                   95000
## 33118   Tier2 Engineer.Scientist                  210000
## 33119   Tier2 Engineer.Scientist                  181000
## 33121   Other Engineer.Scientist                   91000
## 33125   FAANG          BUSI.MGMT                  250000
## 33127   Other          BUSI.MGMT                  170000
## 33128   Tier2              Other                  131000
## 33134   Other          BUSI.MGMT                  270000
## 33136   FAANG          BUSI.MGMT                  107000
## 33138   Other Engineer.Scientist                  100000
## 33139   Tier2 Engineer.Scientist                  135000
## 33140   FAANG Engineer.Scientist                  677000
## 33146   Other Engineer.Scientist                   26000
## 33147   FAANG Engineer.Scientist                  405000
## 33148   Tier2 Engineer.Scientist                  139000
## 33149   Other Engineer.Scientist                  112000
## 33152   FAANG Engineer.Scientist                  235000
## 33153   FAANG Engineer.Scientist                  306000
## 33154   Other          BUSI.MGMT                   25000
## 33157   Tier2 Engineer.Scientist                  150000
## 33158   FAANG Engineer.Scientist                  400000
## 33159   Other Engineer.Scientist                  115000
## 33164   FAANG          BUSI.MGMT                  205000
## 33166   Tier2          BUSI.MGMT                  141000
## 33176   FAANG Engineer.Scientist                  234000
## 33178   Tier2 Engineer.Scientist                   97000
## 33179   FAANG Engineer.Scientist                  102000
## 33180   Tier2              Other                  188000
## 33181   Tier2 Engineer.Scientist                   82000
## 33183   Tier2          BUSI.MGMT                   78000
## 33185   Other          BUSI.MGMT                   24000
## 33190   FAANG          BUSI.MGMT                  300000
## 33199   Tier2 Engineer.Scientist                  160000
## 33200   Tier2 Engineer.Scientist                  274000
## 33201   Other Engineer.Scientist                   97000
## 33202   Tier2 Engineer.Scientist                  248000
## 33203   Other Engineer.Scientist                  123000
## 33204   Other          BUSI.MGMT                  200000
## 33206   Tier2          BUSI.MGMT                  183000
## 33208   Tier2          BUSI.MGMT                  170000
## 33209   Other Engineer.Scientist                  115000
## 33210   FAANG              Other                  226000
## 33211   Other Engineer.Scientist                   58000
## 33213   Tier2          BUSI.MGMT                  108000
## 33214   FAANG Engineer.Scientist                  174000
## 33215   Tier2 Engineer.Scientist                  140000
## 33216   FAANG Engineer.Scientist                  350000
## 33217   FAANG Engineer.Scientist                  256000
## 33218   FAANG          BUSI.MGMT                  150000
## 33221   Other Engineer.Scientist                  169000
## 33223   FAANG Engineer.Scientist                  170000
## 33224   FAANG Engineer.Scientist                  198000
## 33226   Tier2              Other                  145000
## 33227   Tier2 Engineer.Scientist                  115000
## 33228   Other Engineer.Scientist                  120000
## 33229   FAANG              Other                  290000
## 33230   FAANG Engineer.Scientist                  270000
## 33231   FAANG              Other                  229000
## 33235   Other Engineer.Scientist                  180000
## 33236   Other Engineer.Scientist                  110000
## 33239   Tier2          BUSI.MGMT                  176000
## 33240   Tier2              Other                  225000
## 33242   Tier2 Engineer.Scientist                  120000
## 33246   Other Engineer.Scientist                  205000
## 33247   Other Engineer.Scientist                  106000
## 33253   FAANG Engineer.Scientist                  220000
## 33255   Other              Other                  155000
## 33256   FAANG              Other                  250000
## 33257   FAANG          BUSI.MGMT                  235000
## 33258   Tier2              Other                  500000
## 33259   Tier2 Engineer.Scientist                  182000
## 33261   FAANG Engineer.Scientist                  175000
## 33262   Other          BUSI.MGMT                  135000
## 33265   FAANG Engineer.Scientist                  200000
## 33270   Other Engineer.Scientist                   89000
## 33273   FAANG Engineer.Scientist                  136000
## 33275   Other Engineer.Scientist                  163000
## 33276   FAANG Engineer.Scientist                  185000
## 33283   Other Engineer.Scientist                   98000
## 33284   FAANG              Other                  117000
## 33286   Other          BUSI.MGMT                  145000
## 33287   Other Engineer.Scientist                  173000
## 33291   Tier2 Engineer.Scientist                  152000
## 33294   Other Engineer.Scientist                  382000
## 33295   FAANG Engineer.Scientist                  231000
## 33297   FAANG          BUSI.MGMT                  308000
## 33299   FAANG Engineer.Scientist                  163000
## 33305   FAANG Engineer.Scientist                  148000
## 33307   FAANG Engineer.Scientist                  320000
## 33308   Other Engineer.Scientist                  340000
## 33309   FAANG Engineer.Scientist                  149000
## 33310   FAANG Engineer.Scientist                  389000
## 33311   Tier2          BUSI.MGMT                  405000
## 33313   Other Engineer.Scientist                  200000
## 33314   Tier2 Engineer.Scientist                  619000
## 33315   FAANG              Other                  351000
## 33316   FAANG Engineer.Scientist                  220000
## 33318   Tier2 Engineer.Scientist                  170000
## 33320   FAANG Engineer.Scientist                  156000
## 33323   FAANG Engineer.Scientist                  282000
## 33325   FAANG Engineer.Scientist                  153000
## 33326   Other Engineer.Scientist                  135000
## 33330   Other Engineer.Scientist                  450000
## 33331   Tier2          BUSI.MGMT                  120000
## 33338   FAANG Engineer.Scientist                  340000
## 33341   FAANG Engineer.Scientist                  210000
## 33343   FAANG Engineer.Scientist                  251000
## 33347   FAANG Engineer.Scientist                  195000
## 33351   Tier2 Engineer.Scientist                  199000
## 33353   Other Engineer.Scientist                   20000
## 33358   FAANG Engineer.Scientist                  235000
## 33359   Tier2 Engineer.Scientist                  110000
## 33361   Other          BUSI.MGMT                  216000
## 33362   Tier2 Engineer.Scientist                   90000
## 33364   Other Engineer.Scientist                  193000
## 33366   Other Engineer.Scientist                  205000
## 33367   FAANG              Other                  450000
## 33368   Tier2 Engineer.Scientist                   82000
## 33378   FAANG Engineer.Scientist                  330000
## 33383   FAANG              Other                  340000
## 33384   Tier2 Engineer.Scientist                  131000
## 33385   Tier2 Engineer.Scientist                   51000
## 33386   Other Engineer.Scientist                   60000
## 33387   Tier2          BUSI.MGMT                  169000
## 33388   Other              Other                   85000
## 33391   Tier2              Other                  350000
## 33392   Other Engineer.Scientist                   72000
## 33395   Other              Other                  150000
## 33397   Other Engineer.Scientist                  155000
## 33399   FAANG Engineer.Scientist                  260000
## 33400   Tier2 Engineer.Scientist                  173000
## 33403   FAANG Engineer.Scientist                  170000
## 33404   Other Engineer.Scientist                  172000
## 33406   Other Engineer.Scientist                  460000
## 33407   Other Engineer.Scientist                   97000
## 33408   Other Engineer.Scientist                  240000
## 33413   Other Engineer.Scientist                   93000
## 33414   Tier2 Engineer.Scientist                  132000
## 33417   Other Engineer.Scientist                   77000
## 33418   Other Engineer.Scientist                  264000
## 33419   Tier2 Engineer.Scientist                   85000
## 33420   Other Engineer.Scientist                  249000
## 33422   FAANG Engineer.Scientist                  155000
## 33425   Other Engineer.Scientist                   89000
## 33429   Other Engineer.Scientist                  170000
## 33434   Tier2 Engineer.Scientist                  650000
## 33435   Tier2 Engineer.Scientist                  390000
## 33438   Tier2 Engineer.Scientist                   88000
## 33442   Other Engineer.Scientist                  152000
## 33445   Other Engineer.Scientist                  118000
## 33446   Other Engineer.Scientist                  160000
## 33447   Other Engineer.Scientist                   85000
## 33450   Other Engineer.Scientist                  372000
## 33451   Tier2 Engineer.Scientist                  126000
## 33452   FAANG Engineer.Scientist                  166000
## 33453   Other              Other                  137000
## 33454   FAANG Engineer.Scientist                  145000
## 33455   Tier2 Engineer.Scientist                  183000
## 33459   Tier2 Engineer.Scientist                   25000
## 33465   FAANG Engineer.Scientist                  256000
## 33466   Tier2          BUSI.MGMT                  145000
## 33467   Other Engineer.Scientist                  130000
## 33468   Tier2 Engineer.Scientist                  229000
## 33472   Other Engineer.Scientist                  250000
## 33474   FAANG Engineer.Scientist                  340000
## 33477   Tier2 Engineer.Scientist                  172000
## 33479   Tier2 Engineer.Scientist                  180000
## 33482   FAANG Engineer.Scientist                  176000
## 33483   Tier2 Engineer.Scientist                  116000
## 33484   Tier2 Engineer.Scientist                  256000
## 33488   Other Engineer.Scientist                  135000
## 33492   FAANG Engineer.Scientist                  261000
## 33495   Tier2 Engineer.Scientist                  186000
## 33502   Tier2 Engineer.Scientist                  150000
## 33504   FAANG Engineer.Scientist                  156000
## 33506   Tier2 Engineer.Scientist                   78000
## 33508   FAANG Engineer.Scientist                  173000
## 33511   Other Engineer.Scientist                   80000
## 33516   Tier2          BUSI.MGMT                  114000
## 33517   FAANG Engineer.Scientist                  209000
## 33519   Other Engineer.Scientist                  170000
## 33521   FAANG              Other                  120000
## 33523   FAANG Engineer.Scientist                  144000
## 33524   Tier2 Engineer.Scientist                  885000
## 33528   FAANG Engineer.Scientist                  189000
## 33530   FAANG Engineer.Scientist                  500000
## 33531   Tier2              Other                   83000
## 33532   Tier2 Engineer.Scientist                  201000
## 33533   Other          BUSI.MGMT                   59000
## 33537   Other Engineer.Scientist                  120000
## 33538   Other          BUSI.MGMT                   66000
## 33539   FAANG Engineer.Scientist                  202000
## 33541   Tier2 Engineer.Scientist                  229000
## 33543   Other Engineer.Scientist                  280000
## 33545   Tier2              Other                  150000
## 33547   FAANG Engineer.Scientist                  163000
## 33548   FAANG          BUSI.MGMT                  217000
## 33550   Tier2              Other                  115000
## 33551   FAANG Engineer.Scientist                  330000
## 33557   Tier2          BUSI.MGMT                  126000
## 33559   FAANG          BUSI.MGMT                  236000
## 33562   Other              Other                  155000
## 33566   Tier2 Engineer.Scientist                  210000
## 33569   Tier2 Engineer.Scientist                   70000
## 33574   FAANG Engineer.Scientist                  160000
## 33577   Other          BUSI.MGMT                   90000
## 33580   Tier2 Engineer.Scientist                  154000
## 33581   Tier2          BUSI.MGMT                  169000
## 33582   FAANG              Other                  200000
## 33586   Tier2 Engineer.Scientist                  325000
## 33587   Tier2 Engineer.Scientist                  100000
## 33594   Other Engineer.Scientist                  183000
## 33595   Tier2 Engineer.Scientist                  104000
## 33596   FAANG Engineer.Scientist                   78000
## 33600   Tier2 Engineer.Scientist                  221000
## 33603   Tier2 Engineer.Scientist                  210000
## 33604   FAANG Engineer.Scientist                  320000
## 33605   FAANG Engineer.Scientist                  220000
## 33606   Other Engineer.Scientist                  175000
## 33607   Tier2 Engineer.Scientist                   78000
## 33609   Tier2          BUSI.MGMT                  230000
## 33611   Other Engineer.Scientist                   32000
## 33613   Tier2 Engineer.Scientist                  171000
## 33614   Other Engineer.Scientist                   97000
## 33617   Tier2 Engineer.Scientist                  190000
## 33618   Other Engineer.Scientist                  245000
## 33619   FAANG              Other                  122000
## 33622   Tier2 Engineer.Scientist                  110000
## 33624   Other Engineer.Scientist                  140000
## 33626   Tier2 Engineer.Scientist                  401000
## 33633   Other Engineer.Scientist                   43000
## 33635   Tier2 Engineer.Scientist                  165000
## 33636   Other Engineer.Scientist                  226000
## 33637   FAANG Engineer.Scientist                  124000
## 33638   Other Engineer.Scientist                  300000
## 33639   Other          BUSI.MGMT                  222000
## 33640   FAANG Engineer.Scientist                  152000
## 33641   Tier2 Engineer.Scientist                  155000
## 33642   Tier2 Engineer.Scientist                  540000
## 33644   Other              Other                  150000
## 33645   Tier2 Engineer.Scientist                  167000
## 33647   Other Engineer.Scientist                  195000
## 33649   Other Engineer.Scientist                  160000
## 33651   Other Engineer.Scientist                  133000
## 33655   Other Engineer.Scientist                  210000
## 33656   Other Engineer.Scientist                   94000
## 33658   FAANG Engineer.Scientist                  191000
## 33660   Tier2 Engineer.Scientist                  144000
## 33665   Other Engineer.Scientist                  280000
## 33669   Tier2 Engineer.Scientist                   71000
## 33670   Other Engineer.Scientist                   64000
## 33673   FAANG Engineer.Scientist                   38000
## 33674   FAANG Engineer.Scientist                  310000
## 33679   Other          BUSI.MGMT                   95000
## 33683   FAANG Engineer.Scientist                  100000
## 33686   Other Engineer.Scientist                  115000
## 33687   Other          BUSI.MGMT                  173000
## 33689   Tier2 Engineer.Scientist                  320000
## 33690   Other Engineer.Scientist                  360000
## 33696   Tier2 Engineer.Scientist                  131000
## 33699   Tier2          BUSI.MGMT                   95000
## 33700   Tier2          BUSI.MGMT                  120000
## 33701   Tier2 Engineer.Scientist                   57000
## 33703   Other Engineer.Scientist                  255000
## 33704   Tier2 Engineer.Scientist                  220000
## 33708   FAANG Engineer.Scientist                  265000
## 33709   FAANG Engineer.Scientist                  215000
## 33716   Other Engineer.Scientist                  124000
## 33718   Other          BUSI.MGMT                  250000
## 33720   Tier2 Engineer.Scientist                  163000
## 33721   FAANG Engineer.Scientist                  194000
## 33723   FAANG Engineer.Scientist                  350000
## 33724   Other Engineer.Scientist                  231000
## 33725   Tier2 Engineer.Scientist                  270000
## 33726   Other Engineer.Scientist                  193000
## 33730   Other              Other                  165000
## 33731   FAANG          BUSI.MGMT                  236000
## 33735   FAANG Engineer.Scientist                  176000
## 33738   FAANG Engineer.Scientist                  240000
## 33740   Tier2 Engineer.Scientist                  180000
## 33743   Tier2          BUSI.MGMT                  320000
## 33744   Tier2 Engineer.Scientist                  185000
## 33745   Other Engineer.Scientist                  130000
## 33748   FAANG Engineer.Scientist                  300000
## 33751   Tier2 Engineer.Scientist                  218000
## 33753   Other Engineer.Scientist                   49000
## 33758   FAANG          BUSI.MGMT                  180000
## 33759   Tier2 Engineer.Scientist                  215000
## 33765   Tier2 Engineer.Scientist                  215000
## 33768   Tier2 Engineer.Scientist                  155000
## 33769   FAANG Engineer.Scientist                  291000
## 33778   FAANG          BUSI.MGMT                  250000
## 33779   FAANG Engineer.Scientist                  150000
## 33780   Other          BUSI.MGMT                  319000
## 33784   FAANG Engineer.Scientist                  500000
## 33785   FAANG          BUSI.MGMT                  460000
## 33787   Other Engineer.Scientist                  102000
## 33789   FAANG Engineer.Scientist                  335000
## 33790   Other Engineer.Scientist                  184000
## 33791   FAANG Engineer.Scientist                  302000
## 33795   Other          BUSI.MGMT                  180000
## 33798   Other Engineer.Scientist                  107000
## 33799   Other Engineer.Scientist                  103000
## 33800   Tier2 Engineer.Scientist                  200000
## 33803   Tier2          BUSI.MGMT                  188000
## 33804   Tier2 Engineer.Scientist                  270000
## 33806   FAANG Engineer.Scientist                  450000
## 33807   Other          BUSI.MGMT                  135000
## 33809   Tier2 Engineer.Scientist                  168000
## 33811   FAANG Engineer.Scientist                  200000
## 33815   FAANG Engineer.Scientist                  336000
## 33816   Other Engineer.Scientist                  177000
## 33821   Tier2          BUSI.MGMT                  175000
## 33823   Tier2 Engineer.Scientist                  115000
## 33824   FAANG Engineer.Scientist                  252000
## 33825   Tier2              Other                  315000
## 33827   FAANG Engineer.Scientist                  106000
## 33828   Tier2          BUSI.MGMT                  145000
## 33829   Tier2 Engineer.Scientist                  153000
## 33833   FAANG Engineer.Scientist                  210000
## 33834   FAANG Engineer.Scientist                  384000
## 33836   Other              Other                  463000
## 33839   Tier2              Other                  200000
## 33842   FAANG          BUSI.MGMT                  163000
## 33843   Other          BUSI.MGMT                   90000
## 33844   FAANG          BUSI.MGMT                  220000
## 33846   Other Engineer.Scientist                  210000
## 33848   FAANG Engineer.Scientist                  221000
## 33850   Other          BUSI.MGMT                  120000
## 33851   FAANG Engineer.Scientist                  170000
## 33852   Other Engineer.Scientist                  153000
## 33853   FAANG Engineer.Scientist                  226000
## 33854   Other Engineer.Scientist                   75000
## 33855   FAANG          BUSI.MGMT                  119000
## 33857   FAANG Engineer.Scientist                  580000
## 33861   Other Engineer.Scientist                  130000
## 33863   Tier2 Engineer.Scientist                  185000
## 33865   Other          BUSI.MGMT                  440000
## 33867   Tier2 Engineer.Scientist                   40000
## 33868   Other Engineer.Scientist                  102000
## 33869   Tier2          BUSI.MGMT                  194000
## 33873   Other Engineer.Scientist                  171000
## 33875   Other Engineer.Scientist                   69000
## 33877   FAANG Engineer.Scientist                  200000
## 33881   FAANG Engineer.Scientist                  425000
## 33888   Other Engineer.Scientist                   96000
## 33889   FAANG Engineer.Scientist                  500000
## 33891   FAANG Engineer.Scientist                  244000
## 33893   Tier2              Other                  129000
## 33895   Tier2 Engineer.Scientist                  121000
## 33896   Tier2 Engineer.Scientist                  170000
## 33901   Tier2          BUSI.MGMT                  279000
## 33903   FAANG              Other                  358000
## 33904   Other Engineer.Scientist                  152000
## 33905   Other Engineer.Scientist                  382000
## 33906   Other Engineer.Scientist                  205000
## 33907   Tier2          BUSI.MGMT                  115000
## 33910   Tier2          BUSI.MGMT                  150000
## 33911   FAANG              Other                  163000
## 33919   FAANG          BUSI.MGMT                  193000
## 33920   FAANG              Other                  280000
## 33921   Tier2 Engineer.Scientist                  107000
## 33922   Tier2 Engineer.Scientist                  340000
## 33926   FAANG Engineer.Scientist                  170000
## 33927   Other          BUSI.MGMT                  130000
## 33928   Other          BUSI.MGMT                   13000
## 33929   Other Engineer.Scientist                  116000
## 33930   Tier2 Engineer.Scientist                  189000
## 33931   Tier2 Engineer.Scientist                  177000
## 33932   Tier2          BUSI.MGMT                  189000
## 33934   Tier2 Engineer.Scientist                  168000
## 33936   Other          BUSI.MGMT                   96000
## 33938   FAANG Engineer.Scientist                  254000
## 33941   FAANG Engineer.Scientist                  180000
## 33942   Tier2 Engineer.Scientist                  145000
## 33943   Tier2 Engineer.Scientist                  165000
## 33944   Tier2 Engineer.Scientist                  258000
## 33947   FAANG          BUSI.MGMT                  295000
## 33951   Other Engineer.Scientist                   90000
## 33952   Tier2          BUSI.MGMT                  425000
## 33954   Tier2          BUSI.MGMT                  237000
## 33956   FAANG              Other                  480000
## 33957   Other              Other                  125000
## 33959   Tier2 Engineer.Scientist                  188000
## 33963   FAANG              Other                  328000
## 33966   Other Engineer.Scientist                  126000
## 33967   Other Engineer.Scientist                  156000
## 33968   FAANG Engineer.Scientist                  380000
## 33970   FAANG Engineer.Scientist                  366000
## 33971   FAANG Engineer.Scientist                  310000
## 33972   Other Engineer.Scientist                  580000
## 33973   Tier2          BUSI.MGMT                   10000
## 33976   FAANG Engineer.Scientist                  265000
## 33979   Other Engineer.Scientist                   90000
## 33982   Tier2          BUSI.MGMT                  165000
## 33983   Other Engineer.Scientist                  170000
## 33984   Other Engineer.Scientist                   93000
## 33987   Tier2          BUSI.MGMT                  153000
## 33988   Tier2 Engineer.Scientist                  205000
## 33992   Tier2 Engineer.Scientist                  159000
## 33996   Other          BUSI.MGMT                   84000
## 33999   Tier2 Engineer.Scientist                  130000
## 34005   FAANG Engineer.Scientist                  250000
## 34007   Tier2          BUSI.MGMT                  201000
## 34009   Other Engineer.Scientist                  151000
## 34010   FAANG Engineer.Scientist                  290000
## 34012   FAANG Engineer.Scientist                  452000
## 34017   Other Engineer.Scientist                  220000
## 34018   FAANG Engineer.Scientist                  143000
## 34023   Other Engineer.Scientist                  133000
## 34024   Tier2 Engineer.Scientist                  241000
## 34025   FAANG Engineer.Scientist                  333000
## 34027   FAANG Engineer.Scientist                  277000
## 34028   Other          BUSI.MGMT                   92000
## 34029   Tier2 Engineer.Scientist                  171000
## 34030   FAANG          BUSI.MGMT                  250000
## 34031   FAANG              Other                  370000
## 34032   Other Engineer.Scientist                  270000
## 34034   Other          BUSI.MGMT                  108000
## 34035   Other Engineer.Scientist                  307000
## 34037   FAANG Engineer.Scientist                  195000
## 34045   Other Engineer.Scientist                   28000
## 34046   FAANG Engineer.Scientist                  186000
## 34047   FAANG Engineer.Scientist                  173000
## 34048   Tier2 Engineer.Scientist                  151000
## 34053   Tier2 Engineer.Scientist                  151000
## 34057   FAANG Engineer.Scientist                  179000
## 34060   Tier2 Engineer.Scientist                  160000
## 34062   FAANG Engineer.Scientist                  350000
## 34063   Tier2 Engineer.Scientist                  300000
## 34064   Tier2 Engineer.Scientist                  101000
## 34065   FAANG Engineer.Scientist                  135000
## 34066   Tier2 Engineer.Scientist                  153000
## 34067   Other Engineer.Scientist                   70000
## 34069   Other Engineer.Scientist                  101000
## 34072   FAANG              Other                  212000
## 34073   Tier2              Other                  168000
## 34076   Other Engineer.Scientist                   85000
## 34077   Other Engineer.Scientist                  172000
## 34078   Other Engineer.Scientist                  450000
## 34081   Other Engineer.Scientist                   18000
## 34083   Tier2          BUSI.MGMT                  252000
## 34085   Other Engineer.Scientist                   45000
## 34086   Other Engineer.Scientist                  179000
## 34088   Other Engineer.Scientist                  185000
## 34089   FAANG Engineer.Scientist                  201000
## 34090   FAANG Engineer.Scientist                  420000
## 34091   Other Engineer.Scientist                  173000
## 34092   FAANG Engineer.Scientist                  174000
## 34093   FAANG Engineer.Scientist                  290000
## 34096   FAANG Engineer.Scientist                  473000
## 34097   Other          BUSI.MGMT                  155000
## 34099   FAANG              Other                  400000
## 34103   FAANG Engineer.Scientist                  420000
## 34104   Tier2 Engineer.Scientist                   20000
## 34105   Other Engineer.Scientist                  159000
## 34106   Tier2 Engineer.Scientist                  149000
## 34109   Tier2 Engineer.Scientist                  148000
## 34110   Other Engineer.Scientist                  142000
## 34111   FAANG              Other                  378000
## 34114   Tier2 Engineer.Scientist                  275000
## 34115   Tier2 Engineer.Scientist                  304000
## 34117   Other Engineer.Scientist                  120000
## 34119   Other          BUSI.MGMT                   80000
## 34120   FAANG Engineer.Scientist                  163000
## 34121   Tier2 Engineer.Scientist                  145000
## 34122   Tier2              Other                   95000
## 34129   Tier2              Other                  175000
## 34130   Other Engineer.Scientist                   93000
## 34131   Tier2          BUSI.MGMT                   50000
## 34132   FAANG          BUSI.MGMT                  219000
## 34138   Other Engineer.Scientist                   93000
## 34142   FAANG Engineer.Scientist                  206000
## 34144   Tier2 Engineer.Scientist                  180000
## 34145   Tier2          BUSI.MGMT                   78000
## 34147   Other Engineer.Scientist                  285000
## 34149   Other Engineer.Scientist                  240000
## 34151   Tier2 Engineer.Scientist                  765000
## 34153   FAANG Engineer.Scientist                  184000
## 34154   Other Engineer.Scientist                  151000
## 34155   FAANG Engineer.Scientist                  200000
## 34156   Tier2 Engineer.Scientist                  132000
## 34157   FAANG Engineer.Scientist                  170000
## 34158   Tier2 Engineer.Scientist                  301000
## 34161   Tier2 Engineer.Scientist                  108000
## 34162   Tier2 Engineer.Scientist                  240000
## 34164   FAANG Engineer.Scientist                  212000
## 34168   Other Engineer.Scientist                  205000
## 34169   Other Engineer.Scientist                  158000
## 34172   Tier2 Engineer.Scientist                  136000
## 34177   Other Engineer.Scientist                  199000
## 34179   Tier2 Engineer.Scientist                  169000
## 34184   Other          BUSI.MGMT                  143000
## 34187   Other          BUSI.MGMT                  205000
## 34192   Other Engineer.Scientist                  284000
## 34194   FAANG Engineer.Scientist                  280000
## 34195   Other          BUSI.MGMT                  175000
## 34198   FAANG Engineer.Scientist                  185000
## 34199   Other Engineer.Scientist                  400000
## 34203   FAANG Engineer.Scientist                  205000
## 34208   Tier2 Engineer.Scientist                  152000
## 34209   Other          BUSI.MGMT                  210000
## 34211   FAANG Engineer.Scientist                  255000
## 34213   FAANG Engineer.Scientist                  334000
## 34215   Tier2 Engineer.Scientist                  140000
## 34216   Tier2 Engineer.Scientist                  143000
## 34218   Tier2 Engineer.Scientist                  196000
## 34220   Tier2 Engineer.Scientist                  363000
## 34223   Tier2 Engineer.Scientist                  102000
## 34226   FAANG          BUSI.MGMT                  527000
## 34227   Tier2          BUSI.MGMT                  150000
## 34230   Other          BUSI.MGMT                  214000
## 34231   Other          BUSI.MGMT                  625000
## 34232   FAANG Engineer.Scientist                  380000
## 34234   FAANG Engineer.Scientist                  173000
## 34243   FAANG Engineer.Scientist                  500000
## 34245   FAANG          BUSI.MGMT                  345000
## 34249   Tier2 Engineer.Scientist                  120000
## 34250   Other          BUSI.MGMT                  167000
## 34251   FAANG Engineer.Scientist                  235000
## 34252   Other Engineer.Scientist                  525000
## 34253   Other Engineer.Scientist                   53000
## 34255   Other Engineer.Scientist                   80000
## 34261   Tier2 Engineer.Scientist                  164000
## 34262   FAANG Engineer.Scientist                  425000
## 34264   Tier2 Engineer.Scientist                  160000
## 34265   Tier2 Engineer.Scientist                  180000
## 34268   Other Engineer.Scientist                  165000
## 34274   FAANG Engineer.Scientist                  158000
## 34276   Tier2              Other                  230000
## 34277   FAANG Engineer.Scientist                  170000
## 34278   Tier2 Engineer.Scientist                  253000
## 34279   FAANG Engineer.Scientist                  156000
## 34282   Tier2 Engineer.Scientist                  205000
## 34284   Tier2 Engineer.Scientist                  181000
## 34286   Other Engineer.Scientist                  380000
## 34289   FAANG Engineer.Scientist                  160000
## 34290   Other Engineer.Scientist                  113000
## 34291   FAANG Engineer.Scientist                  235000
## 34298   Tier2              Other                  193000
## 34299   Other Engineer.Scientist                  330000
## 34300   Other Engineer.Scientist                  210000
## 34303   Tier2          BUSI.MGMT                   60000
## 34306   Tier2 Engineer.Scientist                  265000
## 34308   Other Engineer.Scientist                   25000
## 34313   Other Engineer.Scientist                  183000
## 34315   FAANG Engineer.Scientist                  290000
## 34316   FAANG Engineer.Scientist                  166000
## 34317   FAANG Engineer.Scientist                  160000
## 34321   Other Engineer.Scientist                   98000
## 34322   Other Engineer.Scientist                  126000
## 34326   Other Engineer.Scientist                  405000
## 34329   Other Engineer.Scientist                   64000
## 34334   Tier2              Other                  250000
## 34335   FAANG Engineer.Scientist                  182000
## 34339   Tier2 Engineer.Scientist                  237000
## 34345   Tier2          BUSI.MGMT                  476000
## 34346   Other Engineer.Scientist                  168000
## 34347   Tier2 Engineer.Scientist                  201000
## 34354   Tier2 Engineer.Scientist                  128000
## 34361   FAANG          BUSI.MGMT                  300000
## 34362   FAANG Engineer.Scientist                  339000
## 34366   Tier2          BUSI.MGMT                  155000
## 34370   Tier2          BUSI.MGMT                  120000
## 34371   FAANG          BUSI.MGMT                   83000
## 34374   Other Engineer.Scientist                  155000
## 34375   FAANG          BUSI.MGMT                  220000
## 34376   Other Engineer.Scientist                  155000
## 34378   Tier2 Engineer.Scientist                   30000
## 34379   Other Engineer.Scientist                  195000
## 34382   Other Engineer.Scientist                   38000
## 34387   Other Engineer.Scientist                  150000
## 34394   Other Engineer.Scientist                  129000
## 34395   Other Engineer.Scientist                  121000
## 34396   Other Engineer.Scientist                  150000
## 34399   Tier2 Engineer.Scientist                  160000
## 34403   Tier2 Engineer.Scientist                   64000
## 34409   Other Engineer.Scientist                  130000
## 34410   Tier2 Engineer.Scientist                  233000
## 34414   Tier2 Engineer.Scientist                  270000
## 34415   Other Engineer.Scientist                  191000
## 34421   Other Engineer.Scientist                  150000
## 34422   Tier2              Other                  277000
## 34430   Other          BUSI.MGMT                  225000
## 34432   FAANG Engineer.Scientist                  270000
## 34433   FAANG Engineer.Scientist                  292000
## 34436   FAANG Engineer.Scientist                  164000
## 34438   Tier2 Engineer.Scientist                  151000
## 34445   Tier2 Engineer.Scientist                  220000
## 34447   FAANG          BUSI.MGMT                  130000
## 34450   Other Engineer.Scientist                  135000
## 34451   FAANG Engineer.Scientist                  397000
## 34452   Tier2 Engineer.Scientist                  134000
## 34456   Other          BUSI.MGMT                   60000
## 34462   Tier2          BUSI.MGMT                  312000
## 34464   Other Engineer.Scientist                   84000
## 34465   Other Engineer.Scientist                   68000
## 34470   Other Engineer.Scientist                  122000
## 34473   FAANG Engineer.Scientist                  265000
## 34474   Other Engineer.Scientist                  288000
## 34476   Tier2          BUSI.MGMT                   82000
## 34479   Other Engineer.Scientist                  159000
## 34481   Other          BUSI.MGMT                   25000
## 34486   Tier2          BUSI.MGMT                   99000
## 34487   FAANG          BUSI.MGMT                  120000
## 34491   Other Engineer.Scientist                   78000
## 34494   Other Engineer.Scientist                  140000
## 34496   Other Engineer.Scientist                   83000
## 34498   Tier2 Engineer.Scientist                  135000
## 34501   Tier2 Engineer.Scientist                  161000
## 34502   Other Engineer.Scientist                  170000
## 34503   Other Engineer.Scientist                  535000
## 34506   Tier2 Engineer.Scientist                  130000
## 34508   Other Engineer.Scientist                   12000
## 34510   Other              Other                  173000
## 34513   FAANG          BUSI.MGMT                  131000
## 34515   FAANG              Other                   98000
## 34518   Other          BUSI.MGMT                  238000
## 34520   Other Engineer.Scientist                  330000
## 34521   Tier2 Engineer.Scientist                  124000
## 34522   Other Engineer.Scientist                  143000
## 34531   Other          BUSI.MGMT                   96000
## 34533   Tier2 Engineer.Scientist                  250000
## 34535   Other Engineer.Scientist                  248000
## 34536   FAANG Engineer.Scientist                  248000
## 34538   Other Engineer.Scientist                  125000
## 34539   Other Engineer.Scientist                   28000
## 34541   FAANG Engineer.Scientist                  231000
## 34545   Other          BUSI.MGMT                  290000
## 34549   Other Engineer.Scientist                   77000
## 34550   Tier2 Engineer.Scientist                  278000
## 34551   Other          BUSI.MGMT                  132000
## 34557   FAANG Engineer.Scientist                  350000
## 34558   Other Engineer.Scientist                  245000
## 34560   Other          BUSI.MGMT                  220000
## 34561   Tier2 Engineer.Scientist                   94000
## 34562   Tier2 Engineer.Scientist                   44000
## 34563   Other Engineer.Scientist                   37000
## 34567   Tier2 Engineer.Scientist                  185000
## 34568   Other          BUSI.MGMT                  161000
## 34569   Tier2 Engineer.Scientist                  125000
## 34575   Other Engineer.Scientist                  197000
## 34577   FAANG              Other                  260000
## 34579   FAANG          BUSI.MGMT                  365000
## 34581   Other Engineer.Scientist                  155000
## 34583   FAANG Engineer.Scientist                  153000
## 34585   Tier2 Engineer.Scientist                  220000
## 34586   Other          BUSI.MGMT                  155000
## 34587   Other Engineer.Scientist                  127000
## 34589   Tier2 Engineer.Scientist                  190000
## 34590   FAANG Engineer.Scientist                  201000
## 34591   FAANG          BUSI.MGMT                  230000
## 34592   FAANG Engineer.Scientist                  257000
## 34595   Other Engineer.Scientist                   76000
## 34596   FAANG Engineer.Scientist                  200000
## 34597   Other Engineer.Scientist                  105000
## 34599   Tier2          BUSI.MGMT                   98000
## 34601   Tier2 Engineer.Scientist                  171000
## 34602   Tier2 Engineer.Scientist                  162000
## 34605   FAANG Engineer.Scientist                  126000
## 34606   Tier2 Engineer.Scientist                  129000
## 34607   Tier2 Engineer.Scientist                  129000
## 34608   Other          BUSI.MGMT                  225000
## 34609   Tier2              Other                  180000
## 34610   Other Engineer.Scientist                   50000
## 34611   Tier2 Engineer.Scientist                  192000
## 34613   FAANG Engineer.Scientist                  450000
## 34617   Other Engineer.Scientist                   19000
## 34618   Other Engineer.Scientist                   91000
## 34620   Other Engineer.Scientist                   36000
## 34626   Tier2          BUSI.MGMT                  161000
## 34627   FAANG Engineer.Scientist                  400000
## 34628   Tier2          BUSI.MGMT                  106000
## 34629   Other Engineer.Scientist                   42000
## 34630   Other Engineer.Scientist                   64000
## 34633   FAANG          BUSI.MGMT                  128000
## 34634   Tier2 Engineer.Scientist                  134000
## 34635   FAANG Engineer.Scientist                  138000
## 34637   Other          BUSI.MGMT                  195000
## 34638   Tier2              Other                  150000
## 34639   Other Engineer.Scientist                  188000
## 34643   Tier2 Engineer.Scientist                   79000
## 34645   Other Engineer.Scientist                   65000
## 34648   Other              Other                  135000
## 34649   Tier2 Engineer.Scientist                  158000
## 34650   Tier2 Engineer.Scientist                   19000
## 34651   Tier2 Engineer.Scientist                  150000
## 34652   Tier2 Engineer.Scientist                  150000
## 34656   Other Engineer.Scientist                  182000
## 34658   Tier2 Engineer.Scientist                  300000
## 34660   Other Engineer.Scientist                   88000
## 34662   Tier2 Engineer.Scientist                  170000
## 34665   FAANG Engineer.Scientist                  301000
## 34667   FAANG Engineer.Scientist                  257000
## 34668   Other Engineer.Scientist                  120000
## 34673   FAANG          BUSI.MGMT                  271000
## 34674   FAANG Engineer.Scientist                  300000
## 34677   Tier2 Engineer.Scientist                  262000
## 34685   Other Engineer.Scientist                  196000
## 34689   Tier2 Engineer.Scientist                  115000
## 34695   Tier2 Engineer.Scientist                  197000
## 34698   Other Engineer.Scientist                  108000
## 34702   Tier2 Engineer.Scientist                  210000
## 34707   Tier2 Engineer.Scientist                   28000
## 34708   Other              Other                  208000
## 34709   FAANG          BUSI.MGMT                  164000
## 34712   FAANG              Other                  129000
## 34713   Other          BUSI.MGMT                  120000
## 34714   Tier2 Engineer.Scientist                  120000
## 34716   FAANG Engineer.Scientist                  120000
## 34720   Tier2 Engineer.Scientist                  193000
## 34723   Tier2 Engineer.Scientist                   41000
## 34724   FAANG Engineer.Scientist                  413000
## 34725   Tier2          BUSI.MGMT                  173000
## 34726   FAANG Engineer.Scientist                  220000
## 34728   FAANG Engineer.Scientist                  271000
## 34729   Other          BUSI.MGMT                  125000
## 34731   FAANG Engineer.Scientist                  262000
## 34733   Tier2 Engineer.Scientist                  125000
## 34734   Other Engineer.Scientist                  618000
## 34735   FAANG Engineer.Scientist                  400000
## 34736   FAANG Engineer.Scientist                  132000
## 34742   Tier2 Engineer.Scientist                  173000
## 34743   Other Engineer.Scientist                  145000
## 34744   FAANG Engineer.Scientist                  775000
## 34747   Tier2          BUSI.MGMT                   51000
## 34748   Other Engineer.Scientist                  360000
## 34749   FAANG              Other                  275000
## 34750   Tier2          BUSI.MGMT                  295000
## 34752   Other Engineer.Scientist                   68000
## 34753   Tier2 Engineer.Scientist                  180000
## 34755   Other Engineer.Scientist                   80000
## 34756   Other Engineer.Scientist                  410000
## 34757   Tier2 Engineer.Scientist                  220000
## 34760   FAANG Engineer.Scientist                  145000
## 34761   Tier2 Engineer.Scientist                  124000
## 34762   Tier2 Engineer.Scientist                  179000
## 34766   Tier2 Engineer.Scientist                  325000
## 34767   Tier2 Engineer.Scientist                  294000
## 34769   Other Engineer.Scientist                   66000
## 34770   Tier2          BUSI.MGMT                  170000
## 34773   Tier2 Engineer.Scientist                  215000
## 34774   Other          BUSI.MGMT                  115000
## 34786   Tier2 Engineer.Scientist                  134000
## 34788   Other          BUSI.MGMT                  100000
## 34789   FAANG Engineer.Scientist                  153000
## 34790   Tier2 Engineer.Scientist                   74000
## 34794   FAANG Engineer.Scientist                  213000
## 34797   FAANG          BUSI.MGMT                  162000
## 34798   FAANG Engineer.Scientist                  333000
## 34800   Other Engineer.Scientist                  242000
## 34804   Tier2 Engineer.Scientist                  109000
## 34810   Other Engineer.Scientist                   50000
## 34811   Other Engineer.Scientist                   26000
## 34812   Other Engineer.Scientist                  245000
## 34813   FAANG Engineer.Scientist                 1355000
## 34814   FAANG Engineer.Scientist                  196000
## 34817   Other Engineer.Scientist                   83000
## 34819   FAANG Engineer.Scientist                  350000
## 34820   FAANG Engineer.Scientist                  321000
## 34823   Other Engineer.Scientist                  427000
## 34826   Other Engineer.Scientist                  144000
## 34827   Tier2          BUSI.MGMT                  238000
## 34831   Tier2 Engineer.Scientist                  180000
## 34832   FAANG          BUSI.MGMT                  350000
## 34833   Other Engineer.Scientist                  500000
## 34834   FAANG Engineer.Scientist                  272000
## 34836   Tier2 Engineer.Scientist                  127000
## 34837   Other Engineer.Scientist                  185000
## 34841   FAANG Engineer.Scientist                  210000
## 34842   FAANG Engineer.Scientist                  150000
## 34847   FAANG Engineer.Scientist                  186000
## 34849   Other Engineer.Scientist                   49000
## 34857   Other Engineer.Scientist                  280000
## 34859   Tier2          BUSI.MGMT                   80000
## 34860   FAANG Engineer.Scientist                  198000
## 34863   FAANG              Other                  127000
## 34864   Tier2 Engineer.Scientist                  112000
## 34866   Tier2 Engineer.Scientist                  100000
## 34867   Tier2 Engineer.Scientist                  185000
## 34868   Other Engineer.Scientist                   50000
## 34869   Tier2 Engineer.Scientist                  105000
## 34871   Tier2 Engineer.Scientist                  154000
## 34875   Tier2          BUSI.MGMT                   91000
## 34878   Other Engineer.Scientist                   91000
## 34879   Tier2          BUSI.MGMT                  310000
## 34880   Tier2 Engineer.Scientist                  181000
## 34881   Tier2              Other                  218000
## 34882   FAANG              Other                  166000
## 34889   Other Engineer.Scientist                  275000
## 34893   Other Engineer.Scientist                  158000
## 34896   FAANG Engineer.Scientist                  199000
## 34898   Tier2 Engineer.Scientist                  177000
## 34900   Tier2 Engineer.Scientist                  170000
## 34904   Other Engineer.Scientist                  110000
## 34906   Other          BUSI.MGMT                  130000
## 34908   FAANG          BUSI.MGMT                  450000
## 34909   Other Engineer.Scientist                  145000
## 34913   Other Engineer.Scientist                  100000
## 34916   Other Engineer.Scientist                   72000
## 34919   Other Engineer.Scientist                   76000
## 34922   Tier2          BUSI.MGMT                  100000
## 34923   Other Engineer.Scientist                  310000
## 34928   Other Engineer.Scientist                  115000
## 34930   FAANG          BUSI.MGMT                  213000
## 34933   FAANG Engineer.Scientist                  256000
## 34934   Other              Other                   90000
## 34936   FAANG              Other                  330000
## 34938   Tier2          BUSI.MGMT                  248000
## 34940   Other Engineer.Scientist                  234000
## 34947   FAANG          BUSI.MGMT                  196000
## 34951   FAANG Engineer.Scientist                  200000
## 34952   Other Engineer.Scientist                  220000
## 34953   Other          BUSI.MGMT                  181000
## 34957   Other Engineer.Scientist                  138000
## 34959   Tier2 Engineer.Scientist                   83000
## 34960   Other Engineer.Scientist                  130000
## 34963   Tier2 Engineer.Scientist                  284000
## 34969   Other Engineer.Scientist                  124000
## 34971   Other Engineer.Scientist                  385000
## 34975   Tier2          BUSI.MGMT                  160000
## 34983   Tier2 Engineer.Scientist                  138000
## 34984   FAANG Engineer.Scientist                  270000
## 34985   Other          BUSI.MGMT                  132000
## 34986   Other Engineer.Scientist                  378000
## 34989   Other Engineer.Scientist                   50000
## 34991   Other          BUSI.MGMT                  180000
## 34992   Other Engineer.Scientist                   57000
## 34993   FAANG              Other                  325000
## 34994   Tier2          BUSI.MGMT                   97000
## 34995   Other Engineer.Scientist                  135000
## 34996   Other              Other                  190000
## 34997   Other Engineer.Scientist                  170000
## 34998   Other Engineer.Scientist                  156000
## 34999   Other          BUSI.MGMT                  226000
## 35000   FAANG          BUSI.MGMT                   82000
## 35002   Tier2 Engineer.Scientist                   85000
## 35003   Other              Other                  150000
## 35004   Tier2          BUSI.MGMT                  120000
## 35006   Tier2 Engineer.Scientist                   63000
## 35007   FAANG              Other                  234000
## 35008   Other          BUSI.MGMT                  115000
## 35010   Tier2              Other                  170000
## 35013   Tier2 Engineer.Scientist                  268000
## 35017   FAANG Engineer.Scientist                  385000
## 35019   Other          BUSI.MGMT                  210000
## 35024   Other          BUSI.MGMT                  175000
## 35027   Other          BUSI.MGMT                  172000
## 35028   Other Engineer.Scientist                  240000
## 35035   FAANG Engineer.Scientist                  349000
## 35040   Tier2              Other                   93000
## 35042   Tier2 Engineer.Scientist                  289000
## 35043   Other Engineer.Scientist                  132000
## 35044   Other Engineer.Scientist                  100000
## 35046   Tier2 Engineer.Scientist                  328000
## 35048   Other          BUSI.MGMT                  190000
## 35049   Other Engineer.Scientist                  108000
## 35052   Tier2 Engineer.Scientist                  172000
## 35054   Other Engineer.Scientist                  143000
## 35060   Other Engineer.Scientist                  200000
## 35065   Other Engineer.Scientist                   40000
## 35066   Other Engineer.Scientist                  103000
## 35067   Tier2 Engineer.Scientist                  283000
## 35070   Tier2 Engineer.Scientist                  105000
## 35075   FAANG Engineer.Scientist                  121000
## 35076   Other Engineer.Scientist                  400000
## 35081   Other Engineer.Scientist                   77000
## 35082   FAANG Engineer.Scientist                  600000
## 35087   FAANG Engineer.Scientist                  165000
## 35088   FAANG          BUSI.MGMT                  295000
## 35089   Tier2 Engineer.Scientist                  248000
## 35090   Tier2 Engineer.Scientist                  180000
## 35092   Tier2 Engineer.Scientist                  108000
## 35094   FAANG Engineer.Scientist                  485000
## 35095   FAANG Engineer.Scientist                  147000
## 35097   FAANG              Other                  226000
## 35098   Tier2              Other                  206000
## 35099   Other          BUSI.MGMT                  162000
## 35104   Tier2 Engineer.Scientist                  170000
## 35108   FAANG Engineer.Scientist                  178000
## 35119   Other Engineer.Scientist                  140000
## 35120   Other Engineer.Scientist                  130000
## 35121   Tier2 Engineer.Scientist                  158000
## 35122   Tier2 Engineer.Scientist                  192000
## 35123   Tier2              Other                  110000
## 35124   FAANG Engineer.Scientist                  185000
## 35126   Tier2 Engineer.Scientist                  183000
## 35127   Tier2 Engineer.Scientist                  234000
## 35129   Other Engineer.Scientist                  110000
## 35133   Other Engineer.Scientist                  191000
## 35136   Tier2 Engineer.Scientist                  132000
## 35138   Other          BUSI.MGMT                  151000
## 35139   FAANG          BUSI.MGMT                  175000
## 35142   Tier2 Engineer.Scientist                   36000
## 35148   Other Engineer.Scientist                   44000
## 35151   Tier2          BUSI.MGMT                  268000
## 35152   Other              Other                   80000
## 35153   Other Engineer.Scientist                   60000
## 35154   FAANG Engineer.Scientist                  162000
## 35156   Tier2              Other                  190000
## 35157   Other Engineer.Scientist                  117000
## 35158   Other Engineer.Scientist                   16000
## 35160   FAANG          BUSI.MGMT                   76000
## 35165   Other          BUSI.MGMT                   89000
## 35166   Other Engineer.Scientist                   72000
## 35169   Tier2 Engineer.Scientist                   90000
## 35171   FAANG          BUSI.MGMT                  151000
## 35172   Other          BUSI.MGMT                  160000
## 35173   Other Engineer.Scientist                  225000
## 35176   FAANG Engineer.Scientist                  235000
## 35178   Tier2 Engineer.Scientist                  142000
## 35183   Other Engineer.Scientist                  228000
## 35184   FAANG          BUSI.MGMT                  143000
## 35187   FAANG Engineer.Scientist                  198000
## 35189   Tier2 Engineer.Scientist                  162000
## 35191   FAANG Engineer.Scientist                  216000
## 35194   Tier2 Engineer.Scientist                   63000
## 35196   Other Engineer.Scientist                  134000
## 35197   Tier2 Engineer.Scientist                  179000
## 35199   Other Engineer.Scientist                  134000
## 35201   Other Engineer.Scientist                   30000
## 35202   Other Engineer.Scientist                  140000
## 35203   Tier2 Engineer.Scientist                  377000
## 35207   FAANG Engineer.Scientist                  153000
## 35212   Other          BUSI.MGMT                  150000
## 35214   Other              Other                  180000
## 35216   Other Engineer.Scientist                  202000
## 35217   Other Engineer.Scientist                   27000
## 35218   Tier2              Other                  186000
## 35219   FAANG          BUSI.MGMT                  258000
## 35220   FAANG Engineer.Scientist                  225000
## 35223   Tier2 Engineer.Scientist                  200000
## 35227   Tier2 Engineer.Scientist                  188000
## 35228   FAANG          BUSI.MGMT                  243000
## 35230   Other Engineer.Scientist                  172000
## 35233   Other Engineer.Scientist                   97000
## 35234   Other Engineer.Scientist                  237000
## 35240   Tier2 Engineer.Scientist                  164000
## 35241   Other          BUSI.MGMT                  182000
## 35244   FAANG Engineer.Scientist                  260000
## 35246   Other Engineer.Scientist                  160000
## 35248   Tier2 Engineer.Scientist                  270000
## 35254   FAANG Engineer.Scientist                  198000
## 35255   Tier2 Engineer.Scientist                  172000
## 35259   Other          BUSI.MGMT                  121000
## 35260   Tier2 Engineer.Scientist                  141000
## 35265   Tier2 Engineer.Scientist                  117000
## 35266   FAANG Engineer.Scientist                  356000
## 35267   Tier2          BUSI.MGMT                  105000
## 35271   Tier2 Engineer.Scientist                   73000
## 35273   Tier2          BUSI.MGMT                  348000
## 35275   FAANG          BUSI.MGMT                  331000
## 35276   Other          BUSI.MGMT                  192000
## 35277   FAANG          BUSI.MGMT                   85000
## 35278   Tier2          BUSI.MGMT                  259000
## 35279   FAANG Engineer.Scientist                  102000
## 35280   Tier2 Engineer.Scientist                   32000
## 35281   FAANG Engineer.Scientist                  170000
## 35285   Other Engineer.Scientist                  187000
## 35286   Tier2 Engineer.Scientist                   60000
## 35289   Other Engineer.Scientist                  205000
## 35295   Other Engineer.Scientist                  130000
## 35296   Tier2 Engineer.Scientist                  215000
## 35301   Tier2 Engineer.Scientist                  350000
## 35302   Other Engineer.Scientist                   77000
## 35305   Other Engineer.Scientist                  590000
## 35306   FAANG Engineer.Scientist                  343000
## 35308   Other Engineer.Scientist                  165000
## 35309   Tier2 Engineer.Scientist                  300000
## 35310   Tier2 Engineer.Scientist                  168000
## 35311   Tier2 Engineer.Scientist                  123000
## 35313   FAANG              Other                  182000
## 35318   FAANG Engineer.Scientist                  197000
## 35319   FAANG Engineer.Scientist                  284000
## 35321   Tier2 Engineer.Scientist                  215000
## 35330   Other Engineer.Scientist                   93000
## 35332   FAANG Engineer.Scientist                  165000
## 35335   Other Engineer.Scientist                  186000
## 35336   Other              Other                   52000
## 35337   Other          BUSI.MGMT                   80000
## 35338   Tier2 Engineer.Scientist                   93000
## 35341   Tier2 Engineer.Scientist                  135000
## 35344   Other Engineer.Scientist                   10000
## 35345   Other Engineer.Scientist                  175000
## 35346   Tier2 Engineer.Scientist                  163000
## 35350   FAANG              Other                  191000
## 35353   Tier2 Engineer.Scientist                  220000
## 35355   FAANG Engineer.Scientist                  200000
## 35356   FAANG Engineer.Scientist                  104000
## 35357   Tier2 Engineer.Scientist                 1240000
## 35359   FAANG Engineer.Scientist                  330000
## 35361   Other Engineer.Scientist                  120000
## 35362   FAANG Engineer.Scientist                  152000
## 35363   FAANG Engineer.Scientist                  334000
## 35364   Other          BUSI.MGMT                  114000
## 35365   Tier2              Other                  185000
## 35369   FAANG Engineer.Scientist                  160000
## 35376   Tier2 Engineer.Scientist                   34000
## 35378   Other              Other                   87000
## 35381   Other Engineer.Scientist                   66000
## 35382   Other Engineer.Scientist                   90000
## 35384   Tier2 Engineer.Scientist                  289000
## 35386   Tier2 Engineer.Scientist                  183000
## 35391   Tier2 Engineer.Scientist                  650000
## 35393   Tier2 Engineer.Scientist                  304000
## 35394   Other Engineer.Scientist                  171000
## 35395   Other Engineer.Scientist                  278000
## 35396   Other Engineer.Scientist                   21000
## 35397   FAANG Engineer.Scientist                  650000
## 35398   Tier2 Engineer.Scientist                  140000
## 35400   Tier2          BUSI.MGMT                  134000
## 35403   FAANG Engineer.Scientist                  621000
## 35405   Other          BUSI.MGMT                  208000
## 35406   FAANG Engineer.Scientist                  170000
## 35408   Tier2 Engineer.Scientist                  105000
## 35409   FAANG              Other                  179000
## 35410   Other Engineer.Scientist                  350000
## 35411   Other Engineer.Scientist                  320000
## 35413   FAANG Engineer.Scientist                  181000
## 35414   FAANG Engineer.Scientist                  620000
## 35416   Tier2              Other                  128000
## 35417   FAANG Engineer.Scientist                  193000
## 35419   Other Engineer.Scientist                  206000
## 35420   FAANG          BUSI.MGMT                  140000
## 35421   Tier2          BUSI.MGMT                  377000
## 35424   Tier2 Engineer.Scientist                  212000
## 35425   FAANG Engineer.Scientist                  312000
## 35430   Tier2 Engineer.Scientist                  251000
## 35439   Tier2 Engineer.Scientist                  125000
## 35444   Other          BUSI.MGMT                  203000
## 35453   Tier2 Engineer.Scientist                  166000
## 35454   Other          BUSI.MGMT                  150000
## 35457   Other Engineer.Scientist                  120000
## 35460   Tier2              Other                  190000
## 35462   Tier2 Engineer.Scientist                  196000
## 35466   Other Engineer.Scientist                  210000
## 35467   Tier2          BUSI.MGMT                  245000
## 35469   Tier2          BUSI.MGMT                  260000
## 35472   Tier2          BUSI.MGMT                  350000
## 35473   Tier2 Engineer.Scientist                  179000
## 35475   FAANG Engineer.Scientist                  315000
## 35477   FAANG Engineer.Scientist                  215000
## 35482   Other Engineer.Scientist                  445000
## 35483   FAANG Engineer.Scientist                  280000
## 35485   Other Engineer.Scientist                  135000
## 35486   FAANG          BUSI.MGMT                  350000
## 35490   Tier2 Engineer.Scientist                  390000
## 35494   Tier2          BUSI.MGMT                  128000
## 35496   FAANG              Other                  260000
## 35500   FAANG Engineer.Scientist                  163000
## 35501   FAANG          BUSI.MGMT                  120000
## 35502   Tier2          BUSI.MGMT                  180000
## 35508   FAANG Engineer.Scientist                  200000
## 35511   FAANG Engineer.Scientist                  596000
## 35515   FAANG              Other                  110000
## 35516   Tier2 Engineer.Scientist                  103000
## 35517   FAANG Engineer.Scientist                  170000
## 35519   Tier2 Engineer.Scientist                  208000
## 35520   Other              Other                  261000
## 35521   Tier2          BUSI.MGMT                  145000
## 35522   Tier2 Engineer.Scientist                  182000
## 35524   Other Engineer.Scientist                   60000
## 35527   Other Engineer.Scientist                  123000
## 35530   Tier2 Engineer.Scientist                  222000
## 35536   Other Engineer.Scientist                  130000
## 35539   Other Engineer.Scientist                  221000
## 35541   Tier2          BUSI.MGMT                   88000
## 35545   Tier2 Engineer.Scientist                  165000
## 35548   FAANG          BUSI.MGMT                  340000
## 35551   Tier2 Engineer.Scientist                  370000
## 35553   Tier2 Engineer.Scientist                  268000
## 35556   Other Engineer.Scientist                  370000
## 35563   Tier2 Engineer.Scientist                  345000
## 35564   Tier2          BUSI.MGMT                  165000
## 35566   Other Engineer.Scientist                  100000
## 35567   Tier2 Engineer.Scientist                   66000
## 35569   Other Engineer.Scientist                  109000
## 35570   FAANG Engineer.Scientist                  240000
## 35572   Other Engineer.Scientist                  100000
## 35573   Other Engineer.Scientist                  160000
## 35575   Other Engineer.Scientist                  165000
## 35586   FAANG Engineer.Scientist                  222000
## 35588   FAANG Engineer.Scientist                  585000
## 35590   Other Engineer.Scientist                   80000
## 35591   FAANG          BUSI.MGMT                  249000
## 35592   Tier2 Engineer.Scientist                  200000
## 35594   Other Engineer.Scientist                  305000
## 35598   Tier2 Engineer.Scientist                  216000
## 35602   Tier2 Engineer.Scientist                  223000
## 35607   Other          BUSI.MGMT                  220000
## 35609   Tier2 Engineer.Scientist                  191000
## 35610   Tier2          BUSI.MGMT                  100000
## 35613   FAANG Engineer.Scientist                  321000
## 35614   Tier2 Engineer.Scientist                  350000
## 35617   Other Engineer.Scientist                  140000
## 35618   Other Engineer.Scientist                  138000
## 35619   Tier2              Other                  167000
## 35623   Other Engineer.Scientist                  138000
## 35624   Tier2 Engineer.Scientist                  380000
## 35625   Other Engineer.Scientist                  125000
## 35626   FAANG              Other                  210000
## 35630   Tier2          BUSI.MGMT                  120000
## 35631   Tier2 Engineer.Scientist                  398000
## 35634   Other Engineer.Scientist                  114000
## 35636   Tier2 Engineer.Scientist                  205000
## 35638   Tier2 Engineer.Scientist                  110000
## 35640   Tier2              Other                   40000
## 35641   Tier2              Other                   60000
## 35642   FAANG              Other                  104000
## 35643   Other Engineer.Scientist                   80000
## 35645   FAANG          BUSI.MGMT                  312000
## 35646   FAANG              Other                  200000
## 35650   Tier2 Engineer.Scientist                  210000
## 35651   Tier2 Engineer.Scientist                  185000
## 35652   Other Engineer.Scientist                  174000
## 35655   Tier2              Other                  250000
## 35661   Tier2 Engineer.Scientist                  220000
## 35662   FAANG          BUSI.MGMT                  165000
## 35667   Tier2          BUSI.MGMT                  215000
## 35670   Tier2              Other                  285000
## 35671   FAANG          BUSI.MGMT                  117000
## 35673   Other Engineer.Scientist                  416000
## 35675   FAANG Engineer.Scientist                  149000
## 35676   FAANG Engineer.Scientist                  325000
## 35678   Other Engineer.Scientist                   84000
## 35680   Other Engineer.Scientist                  132000
## 35681   FAANG Engineer.Scientist                  220000
## 35683   Tier2 Engineer.Scientist                  321000
## 35685   Tier2          BUSI.MGMT                  233000
## 35687   FAANG Engineer.Scientist                  214000
## 35688   Other Engineer.Scientist                  143000
## 35689   Other Engineer.Scientist                  375000
## 35691   Other Engineer.Scientist                  225000
## 35692   Tier2 Engineer.Scientist                  145000
## 35694   FAANG Engineer.Scientist                  150000
## 35695   Other Engineer.Scientist                  132000
## 35698   Other Engineer.Scientist                  144000
## 35702   FAANG Engineer.Scientist                  147000
## 35710   FAANG          BUSI.MGMT                  175000
## 35711   Other Engineer.Scientist                  213000
## 35715   FAANG Engineer.Scientist                  236000
## 35717   FAANG Engineer.Scientist                  417000
## 35719   Tier2 Engineer.Scientist                  173000
## 35720   Tier2 Engineer.Scientist                  284000
## 35721   Other              Other                  151000
## 35724   FAANG Engineer.Scientist                  242000
## 35726   Tier2 Engineer.Scientist                  147000
## 35727   Tier2 Engineer.Scientist                  130000
## 35728   FAANG Engineer.Scientist                  184000
## 35729   Tier2 Engineer.Scientist                  654000
## 35734   Tier2 Engineer.Scientist                  160000
## 35743   FAANG Engineer.Scientist                  220000
## 35746   Other Engineer.Scientist                  173000
## 35749   FAANG Engineer.Scientist                  233000
## 35751   Other Engineer.Scientist                  203000
## 35752   FAANG Engineer.Scientist                  512000
## 35753   Tier2 Engineer.Scientist                  165000
## 35755   FAANG Engineer.Scientist                  600000
## 35758   Other Engineer.Scientist                   93000
## 35760   Other              Other                  184000
## 35762   Other Engineer.Scientist                  119000
## 35765   FAANG          BUSI.MGMT                  400000
## 35766   FAANG Engineer.Scientist                  214000
## 35771   Other Engineer.Scientist                  169000
## 35773   FAANG          BUSI.MGMT                  130000
## 35777   Tier2 Engineer.Scientist                  150000
## 35778   FAANG Engineer.Scientist                  175000
## 35779   FAANG Engineer.Scientist                  254000
## 35783   Other Engineer.Scientist                  383000
## 35784   Other Engineer.Scientist                  121000
## 35785   Tier2 Engineer.Scientist                  260000
## 35788   Other Engineer.Scientist                  110000
## 35792   Other          BUSI.MGMT                  230000
## 35797   Other Engineer.Scientist                  155000
## 35798   Other Engineer.Scientist                  145000
## 35800   FAANG Engineer.Scientist                  140000
## 35801   Other Engineer.Scientist                  323000
## 35802   Tier2          BUSI.MGMT                   95000
## 35805   Tier2 Engineer.Scientist                  142000
## 35806   Other Engineer.Scientist                  117000
## 35809   Tier2 Engineer.Scientist                  185000
## 35812   Tier2 Engineer.Scientist                  275000
## 35814   Tier2 Engineer.Scientist                  397000
## 35815   Tier2 Engineer.Scientist                  141000
## 35817   Tier2 Engineer.Scientist                  155000
## 35818   Tier2 Engineer.Scientist                  112000
## 35820   Other          BUSI.MGMT                   97000
## 35822   Tier2 Engineer.Scientist                  139000
## 35823   Tier2 Engineer.Scientist                   73000
## 35825   Other Engineer.Scientist                   69000
## 35826   Other Engineer.Scientist                  199000
## 35828   FAANG          BUSI.MGMT                  320000
## 35832   Other Engineer.Scientist                  135000
## 35835   Other Engineer.Scientist                   89000
## 35837   Tier2 Engineer.Scientist                  200000
## 35838   Tier2 Engineer.Scientist                  380000
## 35839   Other              Other                  118000
## 35840   Other          BUSI.MGMT                  220000
## 35841   Tier2          BUSI.MGMT                  230000
## 35842   Tier2 Engineer.Scientist                  414000
## 35843   Tier2              Other                  700000
## 35844   Other Engineer.Scientist                  160000
## 35845   FAANG Engineer.Scientist                  229000
## 35852   Tier2 Engineer.Scientist                  184000
## 35858   Other Engineer.Scientist                  125000
## 35859   Tier2 Engineer.Scientist                  210000
## 35863   Other Engineer.Scientist                   92000
## 35864   Tier2 Engineer.Scientist                  105000
## 35865   Tier2              Other                   66000
## 35866   Tier2 Engineer.Scientist                  182000
## 35867   FAANG Engineer.Scientist                  227000
## 35876   Tier2 Engineer.Scientist                  103000
## 35879   FAANG Engineer.Scientist                  288000
## 35880   FAANG Engineer.Scientist                  165000
## 35881   FAANG          BUSI.MGMT                  242000
## 35882   Tier2 Engineer.Scientist                  100000
## 35884   Tier2 Engineer.Scientist                  152000
## 35885   Tier2 Engineer.Scientist                   65000
## 35888   Other          BUSI.MGMT                   93000
## 35895   Tier2 Engineer.Scientist                  207000
## 35896   FAANG          BUSI.MGMT                  142000
## 35897   Other Engineer.Scientist                  199000
## 35898   Tier2              Other                  267000
## 35904   Other Engineer.Scientist                  105000
## 35907   Tier2 Engineer.Scientist                  248000
## 35909   FAANG Engineer.Scientist                  190000
## 35916   Tier2          BUSI.MGMT                  124000
## 35919   FAANG Engineer.Scientist                   37000
## 35921   Tier2 Engineer.Scientist                  104000
## 35923   Tier2 Engineer.Scientist                  260000
## 35924   FAANG Engineer.Scientist                  227000
## 35925   FAANG Engineer.Scientist                  380000
## 35926   Other Engineer.Scientist                   69000
## 35927   Tier2 Engineer.Scientist                  170000
## 35930   FAANG          BUSI.MGMT                  256000
## 35931   FAANG Engineer.Scientist                  183000
## 35934   FAANG Engineer.Scientist                  104000
## 35935   FAANG Engineer.Scientist                  185000
## 35936   Tier2 Engineer.Scientist                   43000
## 35939   FAANG Engineer.Scientist                  415000
## 35940   Other Engineer.Scientist                  202000
## 35941   Tier2 Engineer.Scientist                   80000
## 35943   Tier2 Engineer.Scientist                  575000
## 35944   Tier2 Engineer.Scientist                  195000
## 35949   Other Engineer.Scientist                  221000
## 35950   Tier2 Engineer.Scientist                  170000
## 35951   FAANG Engineer.Scientist                  350000
## 35954   Tier2 Engineer.Scientist                  323000
## 35957   FAANG          BUSI.MGMT                  150000
## 35958   Other Engineer.Scientist                  140000
## 35959   Other Engineer.Scientist                  318000
## 35960   Tier2 Engineer.Scientist                  201000
## 35961   Other Engineer.Scientist                  102000
## 35962   Tier2          BUSI.MGMT                  449000
## 35963   Other          BUSI.MGMT                  218000
## 35965   Tier2 Engineer.Scientist                  370000
## 35966   Tier2 Engineer.Scientist                  137000
## 35969   Tier2          BUSI.MGMT                  155000
## 35970   Tier2 Engineer.Scientist                  255000
## 35972   Other          BUSI.MGMT                  200000
## 35973   Other Engineer.Scientist                   80000
## 35975   Other Engineer.Scientist                  198000
## 35982   Other          BUSI.MGMT                  300000
## 35983   Tier2 Engineer.Scientist                  307000
## 35984   Other          BUSI.MGMT                  159000
## 35985   Tier2 Engineer.Scientist                  154000
## 35986   Tier2          BUSI.MGMT                   75000
## 35992   Tier2 Engineer.Scientist                  136000
## 35993   Tier2 Engineer.Scientist                  300000
## 35994   Other Engineer.Scientist                  229000
## 35999   FAANG Engineer.Scientist                  104000
## 36001   Tier2 Engineer.Scientist                   17000
## 36003   Other Engineer.Scientist                  125000
## 36004   Other          BUSI.MGMT                  155000
## 36008   Other Engineer.Scientist                   29000
## 36009   Other Engineer.Scientist                   60000
## 36012   Other Engineer.Scientist                   72000
## 36013   Other          BUSI.MGMT                   95000
## 36015   Other Engineer.Scientist                  103000
## 36016   Other Engineer.Scientist                   41000
## 36019   Other Engineer.Scientist                  295000
## 36020   Tier2 Engineer.Scientist                  175000
## 36024   FAANG Engineer.Scientist                  150000
## 36025   Other Engineer.Scientist                  325000
## 36027   Other Engineer.Scientist                   35000
## 36028   Other          BUSI.MGMT                  161000
## 36031   FAANG Engineer.Scientist                  164000
## 36033   FAANG Engineer.Scientist                  330000
## 36035   Tier2 Engineer.Scientist                  204000
## 36036   Other Engineer.Scientist                  165000
## 36037   Tier2 Engineer.Scientist                  168000
## 36039   Tier2 Engineer.Scientist                  155000
## 36040   Other Engineer.Scientist                  172000
## 36042   Tier2 Engineer.Scientist                  165000
## 36044   FAANG          BUSI.MGMT                  262000
## 36046   Tier2          BUSI.MGMT                  160000
## 36047   Tier2 Engineer.Scientist                  184000
## 36050   Other Engineer.Scientist                  104000
## 36054   Other Engineer.Scientist                  142000
## 36055   Tier2 Engineer.Scientist                  180000
## 36061   Tier2 Engineer.Scientist                  172000
## 36065   Other Engineer.Scientist                   64000
## 36068   Other Engineer.Scientist                  165000
## 36070   Other Engineer.Scientist                  133000
## 36076   FAANG Engineer.Scientist                  475000
## 36081   Other Engineer.Scientist                  313000
## 36082   Other Engineer.Scientist                   65000
## 36084   Tier2 Engineer.Scientist                  211000
## 36087   Other Engineer.Scientist                   99000
## 36095   FAANG Engineer.Scientist                  180000
## 36096   Tier2 Engineer.Scientist                  147000
## 36098   Tier2 Engineer.Scientist                  290000
## 36099   Tier2 Engineer.Scientist                  172000
## 36104   Other          BUSI.MGMT                  270000
## 36108   Tier2 Engineer.Scientist                   69000
## 36109   Tier2 Engineer.Scientist                  605000
## 36111   Tier2 Engineer.Scientist                   94000
## 36113   Tier2 Engineer.Scientist                  300000
## 36115   Other Engineer.Scientist                  317000
## 36116   FAANG Engineer.Scientist                   22000
## 36120   Tier2 Engineer.Scientist                   83000
## 36121   Other Engineer.Scientist                  415000
## 36124   Other Engineer.Scientist                  148000
## 36126   Other Engineer.Scientist                  105000
## 36128   Tier2 Engineer.Scientist                  185000
## 36132   FAANG Engineer.Scientist                   31000
## 36136   FAANG Engineer.Scientist                  269000
## 36147   Tier2 Engineer.Scientist                  172000
## 36149   Tier2 Engineer.Scientist                  184000
## 36150   Tier2 Engineer.Scientist                  245000
## 36151   Tier2 Engineer.Scientist                  252000
## 36155   Other Engineer.Scientist                  154000
## 36156   Tier2 Engineer.Scientist                   71000
## 36157   FAANG Engineer.Scientist                  222000
## 36158   Tier2              Other                  220000
## 36159   Other Engineer.Scientist                   84000
## 36160   Other Engineer.Scientist                   83000
## 36162   Other Engineer.Scientist                  300000
## 36172   Tier2 Engineer.Scientist                  263000
## 36173   Other Engineer.Scientist                  130000
## 36175   Other Engineer.Scientist                  125000
## 36176   FAANG Engineer.Scientist                  259000
## 36177   Other Engineer.Scientist                   42000
## 36178   Other Engineer.Scientist                   70000
## 36179   Other Engineer.Scientist                  178000
## 36180   Tier2 Engineer.Scientist                  250000
## 36182   Other Engineer.Scientist                  165000
## 36183   Other Engineer.Scientist                  194000
## 36186   Other Engineer.Scientist                  177000
## 36191   FAANG Engineer.Scientist                  280000
## 36193   Other Engineer.Scientist                   58000
## 36194   Other Engineer.Scientist                  102000
## 36199   FAANG Engineer.Scientist                   31000
## 36201   Other Engineer.Scientist                  126000
## 36202   Tier2          BUSI.MGMT                   88000
## 36214   Other Engineer.Scientist                   95000
## 36217   Tier2 Engineer.Scientist                   12000
## 36222   FAANG          BUSI.MGMT                  437000
## 36225   Tier2 Engineer.Scientist                  125000
## 36226   FAANG Engineer.Scientist                  245000
## 36230   Tier2          BUSI.MGMT                  280000
## 36235   FAANG              Other                  137000
## 36239   Other Engineer.Scientist                  374000
## 36242   FAANG Engineer.Scientist                  160000
## 36245   FAANG Engineer.Scientist                  108000
## 36247   Other Engineer.Scientist                   80000
## 36248   Other          BUSI.MGMT                   83000
## 36250   Tier2          BUSI.MGMT                  143000
## 36251   FAANG Engineer.Scientist                  150000
## 36254   Other Engineer.Scientist                  355000
## 36255   Other Engineer.Scientist                  101000
## 36256   Other Engineer.Scientist                  174000
## 36257   FAANG Engineer.Scientist                  265000
## 36258   FAANG Engineer.Scientist                  199000
## 36260   FAANG              Other                  180000
## 36266   FAANG Engineer.Scientist                  170000
## 36267   Other Engineer.Scientist                  100000
## 36268   Other Engineer.Scientist                  250000
## 36270   Other Engineer.Scientist                   47000
## 36271   Tier2 Engineer.Scientist                  158000
## 36273   FAANG          BUSI.MGMT                  116000
## 36276   Tier2          BUSI.MGMT                  255000
## 36277   FAANG Engineer.Scientist                 1000000
## 36278   FAANG Engineer.Scientist                  341000
## 36280   Other Engineer.Scientist                   86000
## 36281   Tier2 Engineer.Scientist                  250000
## 36282   Other              Other                  162000
## 36284   Other Engineer.Scientist                  160000
## 36289   Tier2 Engineer.Scientist                  165000
## 36290   FAANG          BUSI.MGMT                  134000
## 36293   Other Engineer.Scientist                  140000
## 36295   Tier2 Engineer.Scientist                  130000
## 36296   Tier2 Engineer.Scientist                  250000
## 36297   Other Engineer.Scientist                  150000
## 36298   Other Engineer.Scientist                  300000
## 36307   FAANG              Other                  215000
## 36310   FAANG Engineer.Scientist                  239000
## 36311   Other Engineer.Scientist                   61000
## 36317   Other Engineer.Scientist                  115000
## 36319   Other Engineer.Scientist                  125000
## 36321   FAANG Engineer.Scientist                  115000
## 36323   FAANG          BUSI.MGMT                  258000
## 36328   Other Engineer.Scientist                  305000
## 36336   FAANG Engineer.Scientist                  210000
## 36337   Tier2          BUSI.MGMT                  183000
## 36338   Tier2          BUSI.MGMT                  299000
## 36340   FAANG Engineer.Scientist                  175000
## 36341   FAANG Engineer.Scientist                  370000
## 36342   FAANG          BUSI.MGMT                  275000
## 36343   Tier2 Engineer.Scientist                  266000
## 36345   Tier2          BUSI.MGMT                  240000
## 36347   FAANG Engineer.Scientist                  224000
## 36348   Other Engineer.Scientist                   77000
## 36351   FAANG Engineer.Scientist                  110000
## 36352   FAANG Engineer.Scientist                  310000
## 36354   Other Engineer.Scientist                  141000
## 36356   Tier2 Engineer.Scientist                  355000
## 36357   Tier2          BUSI.MGMT                  150000
## 36358   Tier2 Engineer.Scientist                  130000
## 36361   Tier2 Engineer.Scientist                  215000
## 36363   Tier2 Engineer.Scientist                  172000
## 36366   FAANG Engineer.Scientist                  145000
## 36369   Other Engineer.Scientist                  191000
## 36374   Tier2 Engineer.Scientist                  106000
## 36375   Tier2 Engineer.Scientist                  181000
## 36379   FAANG Engineer.Scientist                  240000
## 36382   Tier2 Engineer.Scientist                  380000
## 36383   Tier2 Engineer.Scientist                  105000
## 36384   Tier2 Engineer.Scientist                  277000
## 36386   Tier2 Engineer.Scientist                  210000
## 36392   Tier2 Engineer.Scientist                  379000
## 36393   Other Engineer.Scientist                  170000
## 36394   FAANG Engineer.Scientist                  350000
## 36395   Other Engineer.Scientist                  110000
## 36399   FAANG              Other                  100000
## 36400   Tier2 Engineer.Scientist                   85000
## 36402   Tier2 Engineer.Scientist                   53000
## 36403   Tier2 Engineer.Scientist                  280000
## 36404   Tier2 Engineer.Scientist                  390000
## 36405   Other          BUSI.MGMT                   73000
## 36407   Other Engineer.Scientist                  101000
## 36414   Tier2          BUSI.MGMT                  280000
## 36416   Other Engineer.Scientist                  417000
## 36420   Other Engineer.Scientist                  102000
## 36422   FAANG Engineer.Scientist                  297000
## 36426   FAANG Engineer.Scientist                  430000
## 36427   FAANG Engineer.Scientist                 1026000
## 36430   Other Engineer.Scientist                  106000
## 36431   FAANG Engineer.Scientist                  250000
## 36432   Tier2 Engineer.Scientist                  145000
## 36434   Other          BUSI.MGMT                  265000
## 36436   Other Engineer.Scientist                  150000
## 36437   FAANG Engineer.Scientist                  140000
## 36440   Other Engineer.Scientist                   78000
## 36442   FAANG Engineer.Scientist                  270000
## 36443   FAANG Engineer.Scientist                  228000
## 36444   Other Engineer.Scientist                  175000
## 36446   Other              Other                  162000
## 36447   FAANG Engineer.Scientist                  396000
## 36448   Other          BUSI.MGMT                  144000
## 36450   FAANG Engineer.Scientist                  208000
## 36451   Tier2          BUSI.MGMT                  181000
## 36453   FAANG          BUSI.MGMT                  340000
## 36463   FAANG Engineer.Scientist                  270000
## 36465   Tier2          BUSI.MGMT                  325000
## 36467   Other Engineer.Scientist                  265000
## 36474   Other Engineer.Scientist                  175000
## 36475   Other Engineer.Scientist                   27000
## 36476   Other Engineer.Scientist                   83000
## 36477   Tier2 Engineer.Scientist                   44000
## 36479   Other Engineer.Scientist                   87000
## 36481   Other Engineer.Scientist                  102000
## 36483   Other Engineer.Scientist                  185000
## 36484   Other Engineer.Scientist                   27000
## 36485   FAANG              Other                  216000
## 36487   FAANG Engineer.Scientist                  133000
## 36488   Tier2          BUSI.MGMT                   90000
## 36494   Other Engineer.Scientist                   64000
## 36499   FAANG Engineer.Scientist                   68000
## 36500   Other Engineer.Scientist                  421000
## 36501   Other Engineer.Scientist                  148000
## 36505   Other              Other                  195000
## 36506   Tier2 Engineer.Scientist                   12000
## 36508   FAANG Engineer.Scientist                  224000
## 36510   Tier2 Engineer.Scientist                  192000
## 36511   Tier2 Engineer.Scientist                   70000
## 36513   Tier2 Engineer.Scientist                  380000
## 36514   FAANG          BUSI.MGMT                  260000
## 36515   FAANG          BUSI.MGMT                  200000
## 36516   Other Engineer.Scientist                  236000
## 36519   Tier2 Engineer.Scientist                  150000
## 36520   FAANG          BUSI.MGMT                  370000
## 36522   Tier2 Engineer.Scientist                  110000
## 36523   Tier2 Engineer.Scientist                  288000
## 36524   Other          BUSI.MGMT                  181000
## 36525   Tier2 Engineer.Scientist                  227000
## 36527   Other          BUSI.MGMT                  145000
## 36528   Other Engineer.Scientist                  135000
## 36529   FAANG          BUSI.MGMT                  292000
## 36540   Tier2 Engineer.Scientist                  400000
## 36543   FAANG Engineer.Scientist                  449000
## 36544   Tier2 Engineer.Scientist                  160000
## 36546   FAANG          BUSI.MGMT                  211000
## 36549   FAANG Engineer.Scientist                  210000
## 36551   Other Engineer.Scientist                  171000
## 36553   Tier2 Engineer.Scientist                  202000
## 36554   Tier2          BUSI.MGMT                  235000
## 36556   Other Engineer.Scientist                  303000
## 36558   Tier2 Engineer.Scientist                  830000
## 36559   FAANG Engineer.Scientist                  509000
## 36561   Other Engineer.Scientist                  229000
## 36563   Other Engineer.Scientist                  222000
## 36564   Tier2 Engineer.Scientist                  102000
## 36567   Tier2 Engineer.Scientist                  211000
## 36568   Other Engineer.Scientist                   69000
## 36569   Tier2 Engineer.Scientist                   58000
## 36572   Other Engineer.Scientist                  165000
## 36573   Tier2 Engineer.Scientist                  109000
## 36574   Other              Other                   95000
## 36576   Tier2 Engineer.Scientist                  249000
## 36580   Tier2 Engineer.Scientist                  376000
## 36581   FAANG Engineer.Scientist                   87000
## 36588   FAANG          BUSI.MGMT                  220000
## 36592   Tier2          BUSI.MGMT                   39000
## 36595   FAANG Engineer.Scientist                  175000
## 36598   Other Engineer.Scientist                  130000
## 36600   Other              Other                  640000
## 36602   Other Engineer.Scientist                  140000
## 36605   Tier2 Engineer.Scientist                   70000
## 36609   Other          BUSI.MGMT                  304000
## 36610   Tier2 Engineer.Scientist                  118000
## 36618   Tier2          BUSI.MGMT                  300000
## 36619   Other Engineer.Scientist                  110000
## 36624   Other Engineer.Scientist                  125000
## 36626   FAANG          BUSI.MGMT                  230000
## 36632   Tier2              Other                  205000
## 36633   Other Engineer.Scientist                  200000
## 36637   FAANG          BUSI.MGMT                  233000
## 36639   Tier2 Engineer.Scientist                  310000
## 36641   Tier2 Engineer.Scientist                  200000
## 36644   FAANG Engineer.Scientist                  180000
## 36646   FAANG Engineer.Scientist                  177000
## 36647   Other Engineer.Scientist                  165000
## 36652   Tier2 Engineer.Scientist                  170000
## 36653   Tier2 Engineer.Scientist                  203000
## 36654   Tier2 Engineer.Scientist                  232000
## 36655   FAANG Engineer.Scientist                  223000
## 36657   Tier2 Engineer.Scientist                  202000
## 36659   FAANG Engineer.Scientist                  508000
## 36662   Other Engineer.Scientist                  140000
## 36663   Other Engineer.Scientist                  298000
## 36670   Tier2 Engineer.Scientist                  187000
## 36671   Tier2 Engineer.Scientist                  189000
## 36672   Other Engineer.Scientist                  136000
## 36673   FAANG Engineer.Scientist                  143000
## 36674   Tier2 Engineer.Scientist                  175000
## 36676   Other Engineer.Scientist                  120000
## 36678   FAANG              Other                  149000
## 36679   Tier2          BUSI.MGMT                   97000
## 36681   FAANG Engineer.Scientist                  254000
## 36689   FAANG Engineer.Scientist                  228000
## 36693   Other Engineer.Scientist                   42000
## 36695   Other Engineer.Scientist                  115000
## 36702   Tier2 Engineer.Scientist                  165000
## 36705   Tier2 Engineer.Scientist                  144000
## 36708   Other Engineer.Scientist                  166000
## 36712   Other Engineer.Scientist                   30000
## 36715   Tier2 Engineer.Scientist                   27000
## 36721   FAANG Engineer.Scientist                  233000
## 36722   FAANG Engineer.Scientist                  514000
## 36724   Tier2 Engineer.Scientist                  250000
## 36729   Other Engineer.Scientist                  147000
## 36730   Other Engineer.Scientist                  195000
## 36733   FAANG Engineer.Scientist                  130000
## 36735   Other              Other                  245000
## 36737   Tier2          BUSI.MGMT                  160000
## 36738   Tier2 Engineer.Scientist                  435000
## 36740   Other Engineer.Scientist                  212000
## 36741   Other Engineer.Scientist                  147000
## 36745   Tier2              Other                  474000
## 36748   Other Engineer.Scientist                  286000
## 36751   Tier2          BUSI.MGMT                  246000
## 36753   Tier2 Engineer.Scientist                   96000
## 36758   FAANG Engineer.Scientist                   53000
## 36759   FAANG Engineer.Scientist                  307000
## 36760   Tier2 Engineer.Scientist                  450000
## 36761   Tier2 Engineer.Scientist                  120000
## 36763   FAANG Engineer.Scientist                  608000
## 36767   Other              Other                  150000
## 36772   FAANG Engineer.Scientist                   65000
## 36773   FAANG Engineer.Scientist                  244000
## 36775   Other Engineer.Scientist                  158000
## 36776   Other Engineer.Scientist                  195000
## 36777   Tier2 Engineer.Scientist                  300000
## 36781   Tier2 Engineer.Scientist                   53000
## 36782   Tier2 Engineer.Scientist                  180000
## 36789   FAANG Engineer.Scientist                  220000
## 36791   FAANG Engineer.Scientist                  217000
## 36796   FAANG Engineer.Scientist                  251000
## 36797   Tier2 Engineer.Scientist                  353000
## 36798   FAANG              Other                  295000
## 36799   Tier2          BUSI.MGMT                   77000
## 36800   FAANG Engineer.Scientist                  306000
## 36802   Other Engineer.Scientist                  244000
## 36804   Tier2 Engineer.Scientist                  304000
## 36810   Tier2 Engineer.Scientist                  180000
## 36812   FAANG Engineer.Scientist                  411000
## 36814   Tier2              Other                  150000
## 36816   FAANG Engineer.Scientist                   70000
## 36817   Other Engineer.Scientist                  110000
## 36819   Other Engineer.Scientist                  143000
## 36823   Tier2 Engineer.Scientist                  146000
## 36825   Other Engineer.Scientist                  183000
## 36829   FAANG Engineer.Scientist                  384000
## 36830   FAANG Engineer.Scientist                  232000
## 36833   FAANG Engineer.Scientist                  276000
## 36835   Tier2 Engineer.Scientist                  210000
## 36838   FAANG Engineer.Scientist                  227000
## 36839   Other          BUSI.MGMT                  350000
## 36840   Tier2 Engineer.Scientist                  135000
## 36844   Other Engineer.Scientist                  132000
## 36846   FAANG          BUSI.MGMT                  160000
## 36847   Tier2 Engineer.Scientist                  138000
## 36850   Other Engineer.Scientist                  700000
## 36851   Tier2 Engineer.Scientist                  158000
## 36852   FAANG Engineer.Scientist                  363000
## 36854   Other Engineer.Scientist                   64000
## 36856   FAANG          BUSI.MGMT                  280000
## 36860   FAANG Engineer.Scientist                  252000
## 36861   Tier2 Engineer.Scientist                  650000
## 36862   Other Engineer.Scientist                  198000
## 36863   FAANG          BUSI.MGMT                  210000
## 36865   Tier2 Engineer.Scientist                  103000
## 36866   FAANG Engineer.Scientist                  300000
## 36867   FAANG Engineer.Scientist                  150000
## 36869   FAANG          BUSI.MGMT                  275000
## 36872   FAANG Engineer.Scientist                  291000
## 36873   Other Engineer.Scientist                  174000
## 36874   Other Engineer.Scientist                  190000
## 36875   Other          BUSI.MGMT                  105000
## 36877   FAANG          BUSI.MGMT                  193000
## 36878   FAANG Engineer.Scientist                  361000
## 36879   Tier2 Engineer.Scientist                  195000
## 36880   Other Engineer.Scientist                  118000
## 36883   Tier2 Engineer.Scientist                  230000
## 36884   Tier2 Engineer.Scientist                  205000
## 36885   FAANG Engineer.Scientist                  441000
## 36886   Other Engineer.Scientist                  170000
## 36887   Tier2 Engineer.Scientist                  145000
## 36888   FAANG Engineer.Scientist                  190000
## 36889   Other          BUSI.MGMT                   65000
## 36891   Other Engineer.Scientist                  220000
## 36892   Tier2 Engineer.Scientist                  161000
## 36893   Tier2 Engineer.Scientist                  117000
## 36896   Other Engineer.Scientist                  470000
## 36897   Tier2 Engineer.Scientist                  288000
## 36899   Other Engineer.Scientist                   42000
## 36900   FAANG Engineer.Scientist                  262000
## 36901   Other          BUSI.MGMT                  167000
## 36902   Other Engineer.Scientist                  193000
## 36904   FAANG Engineer.Scientist                  176000
## 36906   Other          BUSI.MGMT                  282000
## 36913   Other Engineer.Scientist                  105000
## 36915   FAANG Engineer.Scientist                  202000
## 36916   FAANG Engineer.Scientist                  335000
## 36917   Tier2          BUSI.MGMT                  166000
## 36920   Other Engineer.Scientist                  143000
## 36926   Tier2          BUSI.MGMT                  107000
## 36927   Other Engineer.Scientist                  120000
## 36928   FAANG Engineer.Scientist                  260000
## 36929   Other Engineer.Scientist                  180000
## 36933   Other Engineer.Scientist                  100000
## 36937   Tier2 Engineer.Scientist                  169000
## 36940   Other Engineer.Scientist                   27000
## 36948   FAANG Engineer.Scientist                  185000
## 36951   Other Engineer.Scientist                  186000
## 36952   Other Engineer.Scientist                   88000
## 36953   Other Engineer.Scientist                  158000
## 36957   Tier2          BUSI.MGMT                  272000
## 36958   FAANG Engineer.Scientist                  322000
## 36962   Other Engineer.Scientist                  228000
## 36967   FAANG              Other                  229000
## 36969   Other Engineer.Scientist                   51000
## 36973   Tier2 Engineer.Scientist                   51000
## 36975   Other Engineer.Scientist                  150000
## 36976   Tier2          BUSI.MGMT                  180000
## 36977   Other Engineer.Scientist                  124000
## 36984   FAANG          BUSI.MGMT                  250000
## 36986   Other Engineer.Scientist                  114000
## 36989   Tier2          BUSI.MGMT                  229000
## 36994   FAANG Engineer.Scientist                  154000
## 36997   Tier2 Engineer.Scientist                  182000
## 36998   Other Engineer.Scientist                   25000
## 37002   Other Engineer.Scientist                  281000
## 37004   Other Engineer.Scientist                  200000
## 37007   Other Engineer.Scientist                  200000
## 37008   FAANG Engineer.Scientist                  102000
## 37009   FAANG Engineer.Scientist                  195000
## 37015   Other Engineer.Scientist                  104000
## 37016   FAANG              Other                  237000
## 37020   Other Engineer.Scientist                  171000
## 37022   FAANG Engineer.Scientist                  342000
## 37025   FAANG Engineer.Scientist                  265000
## 37027   Tier2          BUSI.MGMT                  850000
## 37029   Tier2 Engineer.Scientist                  233000
## 37030   Tier2 Engineer.Scientist                  137000
## 37031   Other          BUSI.MGMT                  343000
## 37034   FAANG          BUSI.MGMT                  252000
## 37038   FAANG Engineer.Scientist                  356000
## 37039   Other Engineer.Scientist                   99000
## 37040   Other Engineer.Scientist                   97000
## 37045   FAANG Engineer.Scientist                  240000
## 37046   FAANG Engineer.Scientist                  502000
## 37047   Tier2          BUSI.MGMT                  415000
## 37048   FAANG Engineer.Scientist                  362000
## 37049   FAANG              Other                  200000
## 37053   Tier2 Engineer.Scientist                   41000
## 37054   Other Engineer.Scientist                   85000
## 37055   Other Engineer.Scientist                   95000
## 37056   Other          BUSI.MGMT                  165000
## 37057   Other Engineer.Scientist                  137000
## 37064   Tier2          BUSI.MGMT                  100000
## 37065   FAANG Engineer.Scientist                  353000
## 37066   Other Engineer.Scientist                   39000
## 37068   FAANG Engineer.Scientist                  378000
## 37070   Other Engineer.Scientist                  120000
## 37071   Other Engineer.Scientist                  187000
## 37072   FAANG Engineer.Scientist                  292000
## 37073   Tier2 Engineer.Scientist                   92000
## 37074   Tier2 Engineer.Scientist                  191000
## 37078   Tier2 Engineer.Scientist                  138000
## 37079   FAANG Engineer.Scientist                  296000
## 37085   Other Engineer.Scientist                  280000
## 37093   FAANG Engineer.Scientist                  146000
## 37094   Tier2 Engineer.Scientist                  144000
## 37095   FAANG Engineer.Scientist                  371000
## 37096   FAANG Engineer.Scientist                  107000
## 37097   Tier2              Other                  113000
## 37098   Other Engineer.Scientist                  250000
## 37104   Other Engineer.Scientist                  217000
## 37106   Tier2 Engineer.Scientist                  126000
## 37108   Tier2 Engineer.Scientist                  454000
## 37109   Other Engineer.Scientist                   79000
## 37110   Other Engineer.Scientist                   66000
## 37112   Other Engineer.Scientist                  216000
## 37113   Other Engineer.Scientist                  300000
## 37114   Other Engineer.Scientist                  310000
## 37115   Other Engineer.Scientist                  180000
## 37116   Tier2 Engineer.Scientist                  119000
## 37119   Tier2          BUSI.MGMT                  130000
## 37122   FAANG Engineer.Scientist                  179000
## 37126   Other Engineer.Scientist                  240000
## 37128   Tier2 Engineer.Scientist                  380000
## 37129   FAANG          BUSI.MGMT                  144000
## 37137   Tier2          BUSI.MGMT                  220000
## 37138   Other Engineer.Scientist                   21000
## 37140   Other Engineer.Scientist                  163000
## 37144   Tier2              Other                  102000
## 37145   Other              Other                  138000
## 37149   FAANG              Other                  209000
## 37151   FAANG Engineer.Scientist                  373000
## 37152   Other Engineer.Scientist                  262000
## 37153   Other Engineer.Scientist                  180000
## 37155   Other Engineer.Scientist                  110000
## 37156   Tier2          BUSI.MGMT                  300000
## 37158   Tier2 Engineer.Scientist                  156000
## 37160   FAANG Engineer.Scientist                  288000
## 37161   FAANG Engineer.Scientist                  665000
## 37162   Other Engineer.Scientist                  145000
## 37163   Tier2          BUSI.MGMT                  260000
## 37165   Tier2 Engineer.Scientist                  275000
## 37170   Other Engineer.Scientist                  115000
## 37172   FAANG Engineer.Scientist                  320000
## 37173   Other Engineer.Scientist                  156000
## 37176   Other Engineer.Scientist                  263000
## 37182   FAANG Engineer.Scientist                  166000
## 37183   Tier2 Engineer.Scientist                  311000
## 37185   FAANG Engineer.Scientist                  170000
## 37187   Tier2 Engineer.Scientist                  200000
## 37191   FAANG Engineer.Scientist                  179000
## 37193   FAANG Engineer.Scientist                  570000
## 37195   Other Engineer.Scientist                   96000
## 37198   FAANG              Other                  133000
## 37199   Other Engineer.Scientist                  100000
## 37200   Other          BUSI.MGMT                  300000
## 37201   Other          BUSI.MGMT                   83000
## 37202   Tier2 Engineer.Scientist                   41000
## 37205   Tier2 Engineer.Scientist                  176000
## 37209   Tier2 Engineer.Scientist                   22000
## 37210   Other Engineer.Scientist                   85000
## 37211   FAANG Engineer.Scientist                  375000
## 37212   Tier2          BUSI.MGMT                  300000
## 37213   Tier2              Other                  425000
## 37214   Other          BUSI.MGMT                  242000
## 37215   Other              Other                  192000
## 37217   FAANG              Other                  146000
## 37219   Tier2 Engineer.Scientist                  160000
## 37223   Tier2 Engineer.Scientist                  240000
## 37224   FAANG Engineer.Scientist                  159000
## 37225   Other Engineer.Scientist                  285000
## 37228   Tier2          BUSI.MGMT                  305000
## 37231   Other          BUSI.MGMT                  127000
## 37236   FAANG Engineer.Scientist                  337000
## 37238   Other              Other                  760000
## 37240   Tier2 Engineer.Scientist                   55000
## 37241   FAANG Engineer.Scientist                  201000
## 37242   Tier2 Engineer.Scientist                  174000
## 37243   Tier2 Engineer.Scientist                   34000
## 37245   Tier2 Engineer.Scientist                  287000
## 37246   Other Engineer.Scientist                  101000
## 37250   FAANG Engineer.Scientist                  250000
## 37251   Other Engineer.Scientist                  195000
## 37253   Other Engineer.Scientist                  117000
## 37255   FAANG Engineer.Scientist                  291000
## 37256   FAANG          BUSI.MGMT                  210000
## 37257   Other          BUSI.MGMT                  221000
## 37258   Tier2 Engineer.Scientist                   14000
## 37259   Tier2 Engineer.Scientist                  182000
## 37267   FAANG Engineer.Scientist                  164000
## 37268   Tier2          BUSI.MGMT                  200000
## 37270   FAANG Engineer.Scientist                  352000
## 37271   Other Engineer.Scientist                  200000
## 37274   FAANG Engineer.Scientist                  195000
## 37275   Other Engineer.Scientist                  140000
## 37277   FAANG Engineer.Scientist                  220000
## 37281   Other Engineer.Scientist                  141000
## 37283   FAANG          BUSI.MGMT                  187000
## 37286   FAANG Engineer.Scientist                  400000
## 37289   Tier2 Engineer.Scientist                  126000
## 37291   Other Engineer.Scientist                  229000
## 37292   FAANG              Other                  210000
## 37295   Other Engineer.Scientist                  445000
## 37300   Tier2 Engineer.Scientist                  232000
## 37302   FAANG Engineer.Scientist                  376000
## 37303   Tier2 Engineer.Scientist                  340000
## 37304   Tier2 Engineer.Scientist                  385000
## 37306   Tier2          BUSI.MGMT                  330000
## 37307   Tier2 Engineer.Scientist                  274000
## 37311   Other          BUSI.MGMT                  199000
## 37312   Other Engineer.Scientist                   14000
## 37313   Other          BUSI.MGMT                  115000
## 37314   Tier2          BUSI.MGMT                  270000
## 37317   Other Engineer.Scientist                  137000
## 37320   Other              Other                  204000
## 37321   Other          BUSI.MGMT                  231000
## 37324   Tier2          BUSI.MGMT                  107000
## 37325   Tier2          BUSI.MGMT                  286000
## 37327   Tier2 Engineer.Scientist                   14000
## 37328   Tier2 Engineer.Scientist                  194000
## 37330   FAANG Engineer.Scientist                  110000
## 37333   Other Engineer.Scientist                   24000
## 37335   Other Engineer.Scientist                  260000
## 37336   Tier2          BUSI.MGMT                  225000
## 37340   Tier2 Engineer.Scientist                  160000
## 37343   FAANG Engineer.Scientist                  232000
## 37344   Tier2 Engineer.Scientist                  377000
## 37348   FAANG Engineer.Scientist                  268000
## 37349   Tier2 Engineer.Scientist                  502000
## 37351   Tier2 Engineer.Scientist                  295000
## 37352   Tier2 Engineer.Scientist                   14000
## 37353   FAANG Engineer.Scientist                  445000
## 37354   FAANG Engineer.Scientist                  325000
## 37356   Tier2 Engineer.Scientist                  490000
## 37360   Other Engineer.Scientist                  160000
## 37362   FAANG Engineer.Scientist                  344000
## 37363   FAANG Engineer.Scientist                  340000
## 37365   Other          BUSI.MGMT                   52000
## 37366   Tier2 Engineer.Scientist                  178000
## 37370   Tier2 Engineer.Scientist                  155000
## 37371   FAANG Engineer.Scientist                  170000
## 37376   FAANG Engineer.Scientist                  519000
## 37385   Other Engineer.Scientist                   81000
## 37391   FAANG          BUSI.MGMT                  235000
## 37392   Other Engineer.Scientist                  282000
## 37394   Other Engineer.Scientist                   98000
## 37399   FAANG              Other                  170000
## 37400   Other Engineer.Scientist                   47000
## 37402   Tier2 Engineer.Scientist                  290000
## 37403   Tier2          BUSI.MGMT                  160000
## 37406   FAANG Engineer.Scientist                  190000
## 37407   FAANG Engineer.Scientist                   40000
## 37408   Other Engineer.Scientist                  111000
## 37411   FAANG              Other                  235000
## 37413   Tier2 Engineer.Scientist                  131000
## 37414   Tier2 Engineer.Scientist                  169000
## 37417   Tier2 Engineer.Scientist                  300000
## 37419   Tier2 Engineer.Scientist                  165000
## 37423   FAANG Engineer.Scientist                  197000
## 37425   Tier2 Engineer.Scientist                  189000
## 37428   Other Engineer.Scientist                   32000
## 37433   Other Engineer.Scientist                  129000
## 37434   FAANG Engineer.Scientist                  261000
## 37435   FAANG Engineer.Scientist                  210000
## 37436   FAANG Engineer.Scientist                  245000
## 37437   Other Engineer.Scientist                  214000
## 37438   FAANG Engineer.Scientist                  240000
## 37440   Other Engineer.Scientist                  265000
## 37441   Other Engineer.Scientist                  186000
## 37447   Other Engineer.Scientist                  152000
## 37450   FAANG Engineer.Scientist                  177000
## 37453   Other Engineer.Scientist                  268000
## 37454   FAANG Engineer.Scientist                  252000
## 37456   Other              Other                  125000
## 37457   FAANG Engineer.Scientist                  645000
## 37459   Other Engineer.Scientist                  275000
## 37461   Tier2 Engineer.Scientist                  270000
## 37463   FAANG Engineer.Scientist                  800000
## 37464   Tier2              Other                  520000
## 37466   Other          BUSI.MGMT                  300000
## 37468   Other          BUSI.MGMT                  152000
## 37469   FAANG Engineer.Scientist                  168000
## 37470   Other Engineer.Scientist                  285000
## 37472   FAANG Engineer.Scientist                  215000
## 37473   FAANG Engineer.Scientist                  275000
## 37475   Other Engineer.Scientist                  128000
## 37477   Tier2          BUSI.MGMT                  207000
## 37486   Tier2 Engineer.Scientist                  183000
## 37489   Other Engineer.Scientist                  306000
## 37494   Tier2 Engineer.Scientist                   12000
## 37495   Tier2 Engineer.Scientist                  298000
## 37498   Tier2              Other                  113000
## 37499   Other Engineer.Scientist                  402000
## 37506   Other Engineer.Scientist                  191000
## 37507   Tier2 Engineer.Scientist                  268000
## 37509   FAANG Engineer.Scientist                  130000
## 37510   Tier2 Engineer.Scientist                  276000
## 37511   Other          BUSI.MGMT                  116000
## 37513   FAANG Engineer.Scientist                  333000
## 37514   Tier2 Engineer.Scientist                   43000
## 37515   Tier2              Other                  236000
## 37516   Other          BUSI.MGMT                  152000
## 37520   Tier2 Engineer.Scientist                  280000
## 37529   Tier2 Engineer.Scientist                   38000
## 37532   Tier2 Engineer.Scientist                  185000
## 37533   FAANG Engineer.Scientist                  210000
## 37536   Tier2 Engineer.Scientist                  261000
## 37541   Other              Other                   73000
## 37542   Tier2 Engineer.Scientist                  221000
## 37543   Other Engineer.Scientist                  421000
## 37547   Other              Other                  107000
## 37548   Other Engineer.Scientist                   78000
## 37550   Other Engineer.Scientist                  114000
## 37551   Tier2 Engineer.Scientist                   94000
## 37552   FAANG Engineer.Scientist                  359000
## 37554   FAANG Engineer.Scientist                  201000
## 37558   Other          BUSI.MGMT                  145000
## 37559   Tier2          BUSI.MGMT                   88000
## 37565   FAANG          BUSI.MGMT                  425000
## 37566   Other Engineer.Scientist                  202000
## 37568   FAANG          BUSI.MGMT                  288000
## 37569   Tier2          BUSI.MGMT                   93000
## 37570   Other          BUSI.MGMT                   78000
## 37571   Other Engineer.Scientist                  330000
## 37572   Tier2 Engineer.Scientist                  223000
## 37573   Tier2          BUSI.MGMT                  188000
## 37574   Tier2          BUSI.MGMT                  332000
## 37575   Other Engineer.Scientist                  155000
## 37576   Tier2 Engineer.Scientist                  160000
## 37577   Other              Other                  138000
## 37578   Tier2 Engineer.Scientist                  199000
## 37579   Other Engineer.Scientist                  509000
## 37580   FAANG              Other                  178000
## 37586   Other Engineer.Scientist                  140000
## 37587   FAANG          BUSI.MGMT                  250000
## 37593   Tier2          BUSI.MGMT                  154000
## 37595   Other Engineer.Scientist                  145000
## 37599   Other          BUSI.MGMT                   60000
## 37601   FAANG Engineer.Scientist                  166000
## 37602   Other Engineer.Scientist                  500000
## 37605   Tier2 Engineer.Scientist                   57000
## 37607   Tier2          BUSI.MGMT                   64000
## 37608   Tier2          BUSI.MGMT                   52000
## 37609   Other          BUSI.MGMT                   90000
## 37610   Other              Other                  142000
## 37612   FAANG Engineer.Scientist                  237000
## 37623   Other Engineer.Scientist                   40000
## 37624   Tier2 Engineer.Scientist                   85000
## 37628   FAANG          BUSI.MGMT                  295000
## 37630   Other Engineer.Scientist                  300000
## 37631   Other          BUSI.MGMT                  281000
## 37633   Tier2 Engineer.Scientist                  104000
## 37635   Other Engineer.Scientist                   47000
## 37639   Other Engineer.Scientist                  183000
## 37640   Other Engineer.Scientist                  171000
## 37643   Other          BUSI.MGMT                  110000
## 37649   Other Engineer.Scientist                  190000
## 37650   Tier2 Engineer.Scientist                  110000
## 37651   Tier2 Engineer.Scientist                  190000
## 37654   Tier2 Engineer.Scientist                  208000
## 37657   Other          BUSI.MGMT                  128000
## 37662   Tier2              Other                  248000
## 37663   Other Engineer.Scientist                  320000
## 37664   Tier2 Engineer.Scientist                   47000
## 37665   Other Engineer.Scientist                   60000
## 37673   FAANG          BUSI.MGMT                  222000
## 37674   FAANG          BUSI.MGMT                  180000
## 37676   Tier2          BUSI.MGMT                  250000
## 37678   Other Engineer.Scientist                  600000
## 37680   FAANG Engineer.Scientist                  342000
## 37682   Other          BUSI.MGMT                  136000
## 37683   Tier2 Engineer.Scientist                  152000
## 37684   FAANG Engineer.Scientist                  329000
## 37687   Other Engineer.Scientist                  159000
## 37688   Tier2          BUSI.MGMT                   74000
## 37696   Tier2 Engineer.Scientist                  201000
## 37705   Other Engineer.Scientist                  143000
## 37707   Other Engineer.Scientist                  150000
## 37708   Tier2              Other                   58000
## 37715   Other Engineer.Scientist                  380000
## 37718   Other Engineer.Scientist                  108000
## 37720   Other              Other                  174000
## 37721   Other Engineer.Scientist                  238000
## 37725   Tier2          BUSI.MGMT                  186000
## 37726   Tier2          BUSI.MGMT                   96000
## 37728   Other Engineer.Scientist                  174000
## 37730   Other Engineer.Scientist                   41000
## 37738   Tier2 Engineer.Scientist                  220000
## 37741   Tier2 Engineer.Scientist                   85000
## 37743   Tier2 Engineer.Scientist                  286000
## 37744   FAANG Engineer.Scientist                  246000
## 37749   Tier2 Engineer.Scientist                  110000
## 37750   Tier2 Engineer.Scientist                  410000
## 37751   FAANG Engineer.Scientist                  143000
## 37752   FAANG Engineer.Scientist                  215000
## 37758   Tier2          BUSI.MGMT                  240000
## 37761   FAANG Engineer.Scientist                  150000
## 37762   FAANG          BUSI.MGMT                  260000
## 37764   Other Engineer.Scientist                  360000
## 37765   FAANG Engineer.Scientist                  240000
## 37770   FAANG          BUSI.MGMT                  439000
## 37776   FAANG Engineer.Scientist                   40000
## 37778   Other Engineer.Scientist                  105000
## 37780   Tier2 Engineer.Scientist                  100000
## 37782   FAANG          BUSI.MGMT                  324000
## 37785   Other Engineer.Scientist                   63000
## 37788   Other Engineer.Scientist                  132000
## 37789   Tier2 Engineer.Scientist                  184000
## 37790   Tier2          BUSI.MGMT                  215000
## 37794   FAANG Engineer.Scientist                  216000
## 37798   Tier2 Engineer.Scientist                   89000
## 37799   FAANG Engineer.Scientist                  457000
## 37800   FAANG Engineer.Scientist                  168000
## 37801   Other Engineer.Scientist                   55000
## 37803   Other Engineer.Scientist                   53000
## 37807   FAANG Engineer.Scientist                  334000
## 37810   Tier2 Engineer.Scientist                  182000
## 37812   FAANG Engineer.Scientist                  173000
## 37817   Other Engineer.Scientist                  110000
## 37818   Other Engineer.Scientist                  186000
## 37820   FAANG Engineer.Scientist                  226000
## 37821   Tier2 Engineer.Scientist                  120000
## 37823   FAANG Engineer.Scientist                  198000
## 37825   FAANG Engineer.Scientist                  261000
## 37826   Other Engineer.Scientist                   60000
## 37828   Other Engineer.Scientist                   37000
## 37833   Other Engineer.Scientist                  400000
## 37834   Other Engineer.Scientist                  125000
## 37839   Other Engineer.Scientist                  386000
## 37842   FAANG Engineer.Scientist                  334000
## 37845   Other Engineer.Scientist                  350000
## 37846   Tier2 Engineer.Scientist                  400000
## 37847   Tier2 Engineer.Scientist                  421000
## 37852   Tier2 Engineer.Scientist                  170000
## 37854   Tier2 Engineer.Scientist                   93000
## 37857   Tier2 Engineer.Scientist                  209000
## 37858   Other Engineer.Scientist                   21000
## 37859   Tier2 Engineer.Scientist                  125000
## 37860   Tier2 Engineer.Scientist                  525000
## 37861   Other Engineer.Scientist                   93000
## 37864   Other Engineer.Scientist                  150000
## 37865   Tier2 Engineer.Scientist                  158000
## 37866   FAANG Engineer.Scientist                  372000
## 37867   FAANG Engineer.Scientist                  700000
## 37868   Tier2 Engineer.Scientist                  240000
## 37869   FAANG Engineer.Scientist                  363000
## 37871   Other Engineer.Scientist                  140000
## 37876   Other Engineer.Scientist                  122000
## 37877   Other          BUSI.MGMT                   79000
## 37878   Other Engineer.Scientist                  194000
## 37883   Other Engineer.Scientist                  132000
## 37884   FAANG Engineer.Scientist                  160000
## 37886   Tier2 Engineer.Scientist                  300000
## 37887   Other          BUSI.MGMT                  100000
## 37893   Other Engineer.Scientist                  237000
## 37894   FAANG Engineer.Scientist                  223000
## 37898   Tier2 Engineer.Scientist                  115000
## 37907   FAANG              Other                   73000
## 37910   FAANG Engineer.Scientist                  310000
## 37913   Other Engineer.Scientist                   31000
## 37917   FAANG Engineer.Scientist                  186000
## 37920   Other Engineer.Scientist                  160000
## 37921   Other Engineer.Scientist                  350000
## 37922   Other              Other                  179000
## 37924   Other Engineer.Scientist                  188000
## 37925   FAANG Engineer.Scientist                  150000
## 37926   FAANG Engineer.Scientist                  418000
## 37927   Other Engineer.Scientist                  500000
## 37931   Tier2 Engineer.Scientist                  304000
## 37933   Tier2          BUSI.MGMT                  220000
## 37935   Tier2          BUSI.MGMT                  182000
## 37937   Other          BUSI.MGMT                  163000
## 37938   Tier2          BUSI.MGMT                   40000
## 37939   Tier2 Engineer.Scientist                   99000
## 37942   Other Engineer.Scientist                  145000
## 37945   Other Engineer.Scientist                   42000
## 37949   Other          BUSI.MGMT                  255000
## 37953   Tier2 Engineer.Scientist                  121000
## 37954   FAANG Engineer.Scientist                  168000
## 37961   Other Engineer.Scientist                  160000
## 37964   Tier2          BUSI.MGMT                  200000
## 37967   Other Engineer.Scientist                   10000
## 37973   Other Engineer.Scientist                   10000
## 37974   Other Engineer.Scientist                  173000
## 37977   Other Engineer.Scientist                  203000
## 37978   Other              Other                   90000
## 37979   Tier2 Engineer.Scientist                  275000
## 37980   Other Engineer.Scientist                  288000
## 37981   Tier2 Engineer.Scientist                  103000
## 37982   Other Engineer.Scientist                  155000
## 37989   Other Engineer.Scientist                  324000
## 37991   Other Engineer.Scientist                  221000
## 37993   Other          BUSI.MGMT                  104000
## 37997   FAANG          BUSI.MGMT                  122000
## 37998   Tier2 Engineer.Scientist                  124000
## 38002   FAANG Engineer.Scientist                  223000
## 38003   FAANG              Other                  280000
## 38005   Other Engineer.Scientist                  840000
## 38008   FAANG Engineer.Scientist                  545000
## 38009   Other Engineer.Scientist                   75000
## 38013   Tier2 Engineer.Scientist                  475000
## 38015   Other Engineer.Scientist                  147000
## 38016   Other Engineer.Scientist                   83000
## 38017   Other Engineer.Scientist                  149000
## 38018   Other Engineer.Scientist                   38000
## 38019   FAANG Engineer.Scientist                  345000
## 38021   FAANG Engineer.Scientist                  251000
## 38024   FAANG          BUSI.MGMT                  310000
## 38030   Tier2 Engineer.Scientist                  650000
## 38033   FAANG Engineer.Scientist                  214000
## 38034   FAANG Engineer.Scientist                  190000
## 38037   Other Engineer.Scientist                  286000
## 38038   Other Engineer.Scientist                  143000
## 38040   Other Engineer.Scientist                  123000
## 38042   FAANG          BUSI.MGMT                  240000
## 38044   FAANG              Other                  295000
## 38045   FAANG              Other                   57000
## 38048   Tier2          BUSI.MGMT                  440000
## 38050   Other Engineer.Scientist                  171000
## 38056   Other Engineer.Scientist                   96000
## 38058   Other Engineer.Scientist                  128000
## 38059   FAANG Engineer.Scientist                  255000
## 38061   Other Engineer.Scientist                  115000
## 38063   Other          BUSI.MGMT                  120000
## 38064   Other Engineer.Scientist                  184000
## 38067   Other Engineer.Scientist                  102000
## 38069   Tier2 Engineer.Scientist                  390000
## 38074   FAANG Engineer.Scientist                  294000
## 38076   Tier2 Engineer.Scientist                  192000
## 38079   Other Engineer.Scientist                   64000
## 38083   Other Engineer.Scientist                  315000
## 38086   Tier2          BUSI.MGMT                  291000
## 38087   Tier2 Engineer.Scientist                  360000
## 38088   Other Engineer.Scientist                  122000
## 38094   Tier2          BUSI.MGMT                  235000
## 38097   Other Engineer.Scientist                  126000
## 38099   FAANG Engineer.Scientist                  173000
## 38100   Tier2 Engineer.Scientist                   72000
## 38102   Other Engineer.Scientist                   73000
## 38103   Tier2          BUSI.MGMT                  300000
## 38105   Other Engineer.Scientist                  103000
## 38106   Other Engineer.Scientist                  205000
## 38107   Other Engineer.Scientist                  117000
## 38113   Other          BUSI.MGMT                  265000
## 38114   Other Engineer.Scientist                   72000
## 38116   Tier2          BUSI.MGMT                  288000
## 38118   Tier2 Engineer.Scientist                  311000
## 38119   Other Engineer.Scientist                  110000
## 38122   Tier2 Engineer.Scientist                  256000
## 38123   Tier2 Engineer.Scientist                  138000
## 38132   FAANG Engineer.Scientist                  236000
## 38135   Tier2 Engineer.Scientist                  175000
## 38140   FAANG Engineer.Scientist                  315000
## 38142   Other Engineer.Scientist                  258000
## 38143   Other Engineer.Scientist                  365000
## 38144   Other Engineer.Scientist                  279000
## 38145   Other Engineer.Scientist                  200000
## 38146   FAANG          BUSI.MGMT                  232000
## 38147   Tier2 Engineer.Scientist                   75000
## 38148   Other Engineer.Scientist                  210000
## 38152   Other Engineer.Scientist                   90000
## 38155   Other Engineer.Scientist                  140000
## 38157   Tier2 Engineer.Scientist                  144000
## 38159   Other          BUSI.MGMT                  163000
## 38161   Other Engineer.Scientist                   85000
## 38163   Tier2          BUSI.MGMT                   78000
## 38164   Other Engineer.Scientist                  330000
## 38173   FAANG Engineer.Scientist                   31000
## 38174   Other Engineer.Scientist                  308000
## 38175   Other              Other                  121000
## 38176   Tier2 Engineer.Scientist                   61000
## 38184   Tier2 Engineer.Scientist                  138000
## 38187   Other          BUSI.MGMT                  160000
## 38191   Other Engineer.Scientist                   70000
## 38194   FAANG Engineer.Scientist                  314000
## 38198   FAANG          BUSI.MGMT                  120000
## 38200   Tier2 Engineer.Scientist                   90000
## 38201   FAANG Engineer.Scientist                  270000
## 38205   FAANG Engineer.Scientist                  325000
## 38206   Tier2 Engineer.Scientist                   79000
## 38208   Other Engineer.Scientist                   92000
## 38214   Tier2 Engineer.Scientist                  224000
## 38216   FAANG Engineer.Scientist                   86000
## 38218   FAANG Engineer.Scientist                  550000
## 38219   Tier2 Engineer.Scientist                  290000
## 38220   Other Engineer.Scientist                   30000
## 38223   Other Engineer.Scientist                  250000
## 38224   Other Engineer.Scientist                  152000
## 38226   Tier2 Engineer.Scientist                  414000
## 38228   Other          BUSI.MGMT                  247000
## 38229   FAANG Engineer.Scientist                  277000
## 38230   Other Engineer.Scientist                  101000
## 38231   Tier2          BUSI.MGMT                  421000
## 38232   FAANG              Other                  400000
## 38233   FAANG Engineer.Scientist                  338000
## 38234   Other Engineer.Scientist                  170000
## 38235   Tier2 Engineer.Scientist                   61000
## 38238   FAANG Engineer.Scientist                  330000
## 38240   Other Engineer.Scientist                  150000
## 38242   Tier2          BUSI.MGMT                  355000
## 38244   Other Engineer.Scientist                  360000
## 38246   Other Engineer.Scientist                  122000
## 38248   Tier2 Engineer.Scientist                  165000
## 38253   FAANG Engineer.Scientist                  109000
## 38255   FAANG Engineer.Scientist                  238000
## 38257   FAANG              Other                  194000
## 38264   Tier2 Engineer.Scientist                  262000
## 38267   Tier2          BUSI.MGMT                  200000
## 38271   Other Engineer.Scientist                  115000
## 38274   FAANG          BUSI.MGMT                  130000
## 38275   Tier2 Engineer.Scientist                   27000
## 38277   FAANG          BUSI.MGMT                  165000
## 38278   Other Engineer.Scientist                   80000
## 38279   FAANG              Other                  220000
## 38280   Tier2          BUSI.MGMT                  151000
## 38283   FAANG          BUSI.MGMT                  211000
## 38284   Other Engineer.Scientist                  350000
## 38286   Other Engineer.Scientist                  244000
## 38287   FAANG Engineer.Scientist                  192000
## 38288   Other Engineer.Scientist                  183000
## 38290   Other Engineer.Scientist                  320000
## 38298   FAANG              Other                  220000
## 38299   Other          BUSI.MGMT                  610000
## 38300   Other Engineer.Scientist                   48000
## 38305   FAANG Engineer.Scientist                  170000
## 38316   Tier2 Engineer.Scientist                  143000
## 38319   Tier2          BUSI.MGMT                   32000
## 38320   Tier2 Engineer.Scientist                  132000
## 38322   Other Engineer.Scientist                   95000
## 38326   Tier2          BUSI.MGMT                  294000
## 38327   FAANG          BUSI.MGMT                  132000
## 38328   Tier2 Engineer.Scientist                  120000
## 38329   Other Engineer.Scientist                  185000
## 38334   FAANG              Other                  198000
## 38335   Tier2 Engineer.Scientist                  111000
## 38337   Other Engineer.Scientist                  116000
## 38338   Tier2          BUSI.MGMT                  223000
## 38339   FAANG Engineer.Scientist                  193000
## 38342   Other              Other                  140000
## 38343   Tier2          BUSI.MGMT                  140000
## 38344   FAANG Engineer.Scientist                  319000
## 38345   FAANG Engineer.Scientist                  161000
## 38347   Other Engineer.Scientist                  160000
## 38348   Other Engineer.Scientist                  120000
## 38349   Tier2 Engineer.Scientist                  370000
## 38355   Other              Other                  179000
## 38356   FAANG Engineer.Scientist                  160000
## 38357   Other Engineer.Scientist                  140000
## 38358   Tier2          BUSI.MGMT                  508000
## 38359   Other Engineer.Scientist                  193000
## 38361   Other Engineer.Scientist                  145000
## 38362   Other Engineer.Scientist                  128000
## 38363   Other Engineer.Scientist                  140000
## 38364   FAANG Engineer.Scientist                  129000
## 38367   Other Engineer.Scientist                  412000
## 38371   Other Engineer.Scientist                   70000
## 38374   Other          BUSI.MGMT                  290000
## 38376   FAANG          BUSI.MGMT                  164000
## 38378   Tier2 Engineer.Scientist                  201000
## 38382   Other Engineer.Scientist                  116000
## 38386   Tier2 Engineer.Scientist                   62000
## 38388   Tier2 Engineer.Scientist                  188000
## 38390   FAANG Engineer.Scientist                   97000
## 38393   Tier2          BUSI.MGMT                   57000
## 38396   Tier2 Engineer.Scientist                  198000
## 38398   FAANG          BUSI.MGMT                  317000
## 38407   Other Engineer.Scientist                  106000
## 38408   Tier2 Engineer.Scientist                  232000
## 38410   Tier2 Engineer.Scientist                  175000
## 38411   FAANG Engineer.Scientist                  257000
## 38412   Tier2 Engineer.Scientist                  179000
## 38415   Tier2 Engineer.Scientist                  198000
## 38417   FAANG Engineer.Scientist                  152000
## 38419   Tier2 Engineer.Scientist                  328000
## 38420   Tier2 Engineer.Scientist                  110000
## 38424   Other Engineer.Scientist                   21000
## 38429   Tier2              Other                  200000
## 38430   Other Engineer.Scientist                  371000
## 38431   Other Engineer.Scientist                   71000
## 38434   Other Engineer.Scientist                  440000
## 38438   Other          BUSI.MGMT                  147000
## 38441   Tier2 Engineer.Scientist                  169000
## 38445   FAANG          BUSI.MGMT                  229000
## 38453   Other Engineer.Scientist                  129000
## 38454   FAANG Engineer.Scientist                  310000
## 38456   Other Engineer.Scientist                  110000
## 38457   FAANG Engineer.Scientist                  250000
## 38459   Tier2          BUSI.MGMT                  138000
## 38460   FAANG Engineer.Scientist                  121000
## 38461   Other Engineer.Scientist                  189000
## 38463   Tier2 Engineer.Scientist                  430000
## 38464   FAANG Engineer.Scientist                  295000
## 38466   Tier2 Engineer.Scientist                   65000
## 38467   Other Engineer.Scientist                  255000
## 38470   Other          BUSI.MGMT                   70000
## 38471   Tier2              Other                  135000
## 38477   Other Engineer.Scientist                  137000
## 38480   Tier2 Engineer.Scientist                  181000
## 38482   FAANG Engineer.Scientist                  800000
## 38483   FAANG Engineer.Scientist                  195000
## 38484   Other Engineer.Scientist                  160000
## 38486   Other Engineer.Scientist                  390000
## 38489   Other Engineer.Scientist                  108000
## 38490   Other Engineer.Scientist                  150000
## 38494   Tier2 Engineer.Scientist                  333000
## 38497   FAANG Engineer.Scientist                  187000
## 38498   FAANG Engineer.Scientist                  215000
## 38502   Other Engineer.Scientist                   19000
## 38505   FAANG Engineer.Scientist                  410000
## 38506   Other Engineer.Scientist                  210000
## 38507   Other Engineer.Scientist                  165000
## 38508   Other Engineer.Scientist                  350000
## 38512   Tier2 Engineer.Scientist                  775000
## 38513   Other Engineer.Scientist                   31000
## 38515   Other Engineer.Scientist                  240000
## 38516   Tier2 Engineer.Scientist                  520000
## 38517   Other              Other                  101000
## 38518   Tier2 Engineer.Scientist                  100000
## 38519   FAANG Engineer.Scientist                  281000
## 38521   Tier2 Engineer.Scientist                  170000
## 38522   Other Engineer.Scientist                  357000
## 38523   Other          BUSI.MGMT                  175000
## 38524   Other Engineer.Scientist                   84000
## 38525   FAANG Engineer.Scientist                  354000
## 38526   Other Engineer.Scientist                  290000
## 38528   Other Engineer.Scientist                  190000
## 38531   Other Engineer.Scientist                   80000
## 38533   Other          BUSI.MGMT                   65000
## 38534   Tier2 Engineer.Scientist                   78000
## 38537   Other Engineer.Scientist                  410000
## 38540   FAANG Engineer.Scientist                  824000
## 38541   Tier2 Engineer.Scientist                  480000
## 38544   Other Engineer.Scientist                  185000
## 38545   FAANG Engineer.Scientist                  264000
## 38546   Tier2 Engineer.Scientist                   27000
## 38548   Other Engineer.Scientist                  195000
## 38552   Other Engineer.Scientist                  254000
## 38553   Other Engineer.Scientist                  196000
## 38554   Tier2              Other                  121000
## 38555   Tier2          BUSI.MGMT                   17000
## 38557   Other              Other                   80000
## 38566   Other Engineer.Scientist                  120000
## 38569   FAANG Engineer.Scientist                  165000
## 38575   Tier2 Engineer.Scientist                  125000
## 38577   FAANG          BUSI.MGMT                  187000
## 38579   FAANG Engineer.Scientist                  120000
## 38580   FAANG Engineer.Scientist                  202000
## 38582   Other Engineer.Scientist                  145000
## 38584   Other Engineer.Scientist                  536000
## 38590   FAANG Engineer.Scientist                  340000
## 38592   Tier2          BUSI.MGMT                   90000
## 38596   Other Engineer.Scientist                  120000
## 38598   Tier2              Other                  134000
## 38599   Other          BUSI.MGMT                  145000
## 38602   FAANG Engineer.Scientist                  204000
## 38604   Tier2              Other                  187000
## 38606   Other Engineer.Scientist                  145000
## 38607   FAANG Engineer.Scientist                  308000
## 38608   FAANG Engineer.Scientist                  185000
## 38609   Other Engineer.Scientist                  137000
## 38611   Other Engineer.Scientist                  188000
## 38612   Other Engineer.Scientist                  123000
## 38616   Other Engineer.Scientist                   98000
## 38619   Tier2              Other                   91000
## 38622   Tier2 Engineer.Scientist                  180000
## 38626   Other Engineer.Scientist                  152000
## 38629   FAANG Engineer.Scientist                  169000
## 38630   Other          BUSI.MGMT                  150000
## 38636   Tier2              Other                   92000
## 38637   FAANG              Other                  312000
## 38638   Other Engineer.Scientist                  144000
## 38639   Tier2 Engineer.Scientist                  120000
## 38640   FAANG Engineer.Scientist                  272000
## 38641   FAANG Engineer.Scientist                  300000
## 38644   Tier2 Engineer.Scientist                   90000
## 38647   Tier2 Engineer.Scientist                  141000
## 38650   FAANG Engineer.Scientist                  260000
## 38652   FAANG          BUSI.MGMT                  222000
## 38654   Other              Other                   80000
## 38655   FAANG Engineer.Scientist                  264000
## 38656   Tier2 Engineer.Scientist                  215000
## 38658   Other Engineer.Scientist                  130000
## 38660   Tier2 Engineer.Scientist                  481000
## 38668   Other Engineer.Scientist                   80000
## 38669   Other Engineer.Scientist                  147000
## 38678   Tier2 Engineer.Scientist                  299000
## 38682   Tier2 Engineer.Scientist                   91000
## 38683   Tier2          BUSI.MGMT                  320000
## 38684   Other          BUSI.MGMT                  395000
## 38688   FAANG Engineer.Scientist                  262000
## 38689   Other Engineer.Scientist                  315000
## 38690   FAANG Engineer.Scientist                  315000
## 38692   Tier2 Engineer.Scientist                  215000
## 38695   FAANG          BUSI.MGMT                  131000
## 38696   Other Engineer.Scientist                  400000
## 38702   FAANG              Other                   59000
## 38703   Other              Other                  125000
## 38704   Other Engineer.Scientist                  165000
## 38706   Other Engineer.Scientist                  246000
## 38709   Other Engineer.Scientist                   30000
## 38710   Tier2 Engineer.Scientist                   40000
## 38711   FAANG Engineer.Scientist                  244000
## 38712   FAANG Engineer.Scientist                  239000
## 38714   FAANG Engineer.Scientist                  225000
## 38717   Other          BUSI.MGMT                   86000
## 38721   Tier2 Engineer.Scientist                  233000
## 38722   Tier2 Engineer.Scientist                  140000
## 38724   Tier2 Engineer.Scientist                  327000
## 38726   Tier2              Other                  280000
## 38727   Other Engineer.Scientist                  142000
## 38731   Other Engineer.Scientist                  135000
## 38733   Tier2          BUSI.MGMT                  120000
## 38736   Other Engineer.Scientist                  115000
## 38737   FAANG Engineer.Scientist                  165000
## 38744   Other Engineer.Scientist                  209000
## 38745   FAANG Engineer.Scientist                  132000
## 38747   Other Engineer.Scientist                  110000
## 38748   Tier2 Engineer.Scientist                  173000
## 38749   Tier2              Other                  198000
## 38751   FAANG Engineer.Scientist                  112000
## 38754   Tier2          BUSI.MGMT                  187000
## 38755   Other Engineer.Scientist                   63000
## 38767   FAANG Engineer.Scientist                  250000
## 38768   Tier2 Engineer.Scientist                   72000
## 38772   Other          BUSI.MGMT                  120000
## 38777   Other              Other                  247000
## 38780   Tier2 Engineer.Scientist                  111000
## 38782   Other Engineer.Scientist                  550000
## 38784   Tier2 Engineer.Scientist                  190000
## 38788   FAANG          BUSI.MGMT                  377000
## 38789   Tier2 Engineer.Scientist                  302000
## 38792   Other Engineer.Scientist                  257000
## 38795   FAANG          BUSI.MGMT                  312000
## 38799   Other Engineer.Scientist                   70000
## 38800   Other          BUSI.MGMT                   88000
## 38803   Tier2          BUSI.MGMT                  217000
## 38804   FAANG Engineer.Scientist                  205000
## 38808   Other Engineer.Scientist                  488000
## 38809   FAANG          BUSI.MGMT                  170000
## 38810   Other Engineer.Scientist                  478000
## 38811   Other Engineer.Scientist                  179000
## 38812   FAANG Engineer.Scientist                  145000
## 38813   Tier2 Engineer.Scientist                  225000
## 38816   Other Engineer.Scientist                  195000
## 38818   Tier2          BUSI.MGMT                   90000
## 38822   Other Engineer.Scientist                  103000
## 38825   Tier2 Engineer.Scientist                  100000
## 38827   Other Engineer.Scientist                  280000
## 38829   FAANG Engineer.Scientist                  133000
## 38830   Tier2 Engineer.Scientist                  112000
## 38831   Other              Other                   18000
## 38832   FAANG Engineer.Scientist                  232000
## 38834   Tier2 Engineer.Scientist                   48000
## 38835   Other Engineer.Scientist                  117000
## 38836   Other Engineer.Scientist                   34000
## 38838   FAANG Engineer.Scientist                  225000
## 38840   Other Engineer.Scientist                   24000
## 38843   Other Engineer.Scientist                  110000
## 38844   Tier2 Engineer.Scientist                  102000
## 38845   Tier2          BUSI.MGMT                  196000
## 38849   Tier2          BUSI.MGMT                  138000
## 38852   Tier2 Engineer.Scientist                  125000
## 38853   Tier2          BUSI.MGMT                  280000
## 38855   Other Engineer.Scientist                   83000
## 38856   Tier2 Engineer.Scientist                  200000
## 38857   Tier2 Engineer.Scientist                  183000
## 38860   FAANG Engineer.Scientist                  207000
## 38864   Other Engineer.Scientist                  165000
## 38866   Tier2          BUSI.MGMT                  202000
## 38867   Other Engineer.Scientist                  130000
## 38873   Other Engineer.Scientist                  215000
## 38878   FAANG          BUSI.MGMT                  480000
## 38879   Tier2 Engineer.Scientist                  288000
## 38880   Other Engineer.Scientist                  216000
## 38882   Tier2          BUSI.MGMT                  243000
## 38885   FAANG Engineer.Scientist                  185000
## 38888   FAANG Engineer.Scientist                  355000
## 38891   FAANG Engineer.Scientist                   70000
## 38893   Tier2 Engineer.Scientist                  300000
## 38894   FAANG Engineer.Scientist                  390000
## 38896   Tier2          BUSI.MGMT                  181000
## 38898   Other          BUSI.MGMT                   14000
## 38899   Other Engineer.Scientist                  255000
## 38901   Other Engineer.Scientist                  645000
## 38903   Tier2 Engineer.Scientist                  109000
## 38905   FAANG              Other                  218000
##                                      location yearsofexperience yearsatcompany
## 5038                             New York, NY               0.0           0.00
## 7219                        Mountain View, CA              25.0           9.00
## 7292                              Houston, TX               2.0           0.00
## 7759                            Sunnyvale, CA               0.0           0.00
## 7998                            Cupertino, CA               1.0           1.00
## 8648                               Dallas, TX               2.0           2.00
## 8746                            Sunnyvale, CA               1.0           0.00
## 9407                              Seattle, WA               0.0           0.00
## 10141                           San Diego, CA               0.0           0.00
## 10512                           Sunnyvale, CA               1.0           0.00
## 10551                           San Diego, CA               0.0           0.00
## 11358                             Seattle, WA               8.0           8.00
## 12060                           Cupertino, CA               5.0           4.00
## 12505                       San Francisco, CA               8.0           1.00
## 12511                             Seattle, WA               5.0           0.00
## 12514                           Sunnyvale, CA              15.0           0.00
## 12516                            Milpitas, CA               5.0           5.00
## 12517                       San Francisco, CA               1.0           0.00
## 12519                    Tel Aviv, TA, Israel               7.0           0.00
## 12523                       Mountain View, CA              15.0           0.00
## 12524                            Milpitas, CA               0.0           0.00
## 12527                           Cupertino, CA               4.0           4.00
## 12528                            New York, NY               0.0           0.00
## 12531                        Redwood City, CA              25.0           2.00
## 12534                             Seattle, WA               2.0           0.00
## 12535                            San Jose, CA               1.0           0.00
## 12540                           San Mateo, CA              17.0           4.00
## 12544                            San Jose, CA               9.0           3.00
## 12546                       San Francisco, CA               3.0           0.00
## 12549                           Palo Alto, CA               3.0           3.00
## 12550                             Seattle, WA               3.0           2.00
## 12552                             Seattle, WA               6.0           2.00
## 12555                            New York, NY              10.0           1.00
## 12557                       San Francisco, CA              20.0           1.00
## 12558                         Santa Clara, CA              15.0           8.00
## 12559                               Tempe, AZ               4.0           4.00
## 12562                       San Francisco, CA               9.0           0.00
## 12565                           Cupertino, CA               2.0           0.00
## 12567                              Boston, MA              15.0           5.00
## 12569                          Menlo Park, CA               2.0           0.00
## 12571                            New York, NY               2.0           0.00
## 12573                             Seattle, WA               3.0           0.00
## 12574                             Redmond, WA               0.0           0.00
## 12575                             Redmond, WA              12.0          12.00
## 12578                       San Francisco, CA               0.0           0.00
## 12582                       Mountain View, CA               7.0           3.00
## 12584                             Seattle, WA               3.0           2.00
## 12589              London, EN, United Kingdom               4.0           4.00
## 12593                             Seattle, WA               5.0           5.00
## 12594                           Cupertino, CA               0.0           0.00
## 12595                            Bellevue, WA              21.0           4.00
## 12596                         Santa Clara, CA              10.0           0.00
## 12607                            San Jose, CA              13.0           1.00
## 12608                             Seattle, WA              15.0           5.00
## 12609                           Palo Alto, CA               6.0           0.50
## 12611                            San Jose, CA               3.0           0.00
## 12616                           Cupertino, CA               0.0           0.00
## 12619                             Seattle, WA               1.0           1.00
## 12620                       San Francisco, CA               7.0           1.00
## 12629                             Houston, TX              10.0          10.00
## 12635                       Mountain View, CA               2.0           1.00
## 12637                       San Francisco, CA               0.0           0.00
## 12639              Amsterdam, NH, Netherlands               5.0           2.00
## 12640                              Folsom, CA              11.0          11.00
## 12641                           Cupertino, CA               3.0           3.00
## 12643                             Redmond, WA               5.0           5.00
## 12644                             Seattle, WA              12.0           2.00
## 12648                         Santa Clara, CA               2.0           0.00
## 12653                              Austin, TX               6.0           2.00
## 12656                       San Francisco, CA              15.0           8.00
## 12660                             Seattle, WA               8.0           2.00
## 12662                       San Francisco, CA               7.0           0.00
## 12665                             Redmond, WA               1.0           1.00
## 12670                           San Diego, CA              12.0          12.00
## 12672                       San Francisco, CA               4.0           2.00
## 12678                       Mountain View, CA               3.0           2.00
## 12682                       San Francisco, CA               8.0           0.00
## 12683                              Folsom, CA              12.0           1.00
## 12700                         Foster City, CA               4.0           4.00
## 12705                       Illinois City, IL               8.0           2.00
## 12718                             Seattle, WA               5.0           1.00
## 12723                        Santa Monica, CA               7.0           0.00
## 12728                            San Jose, CA              19.0          10.00
## 12731                       Mountain View, CA               5.0           3.00
## 12732                            Milpitas, CA              14.0           4.00
## 12733                       San Francisco, CA               0.0           1.00
## 12734                           Palo Alto, CA               5.0           4.00
## 12735                       Mountain View, CA               2.0           2.00
## 12738         Dubai, DU, United Arab Emirates              11.0           1.00
## 12739         Dubai, DU, United Arab Emirates              10.0           3.00
## 12743                             Redmond, WA               4.0           0.00
## 12744                         Santa Clara, CA               3.0           2.00
## 12747                             Seattle, WA               3.0           1.00
## 12755                              Austin, TX               6.0           2.00
## 12756                       San Francisco, CA               2.0           1.00
## 12760                       San Francisco, CA              20.0           5.00
## 12761                              Austin, TX               4.0           4.00
## 12763                            New York, NY              10.0           4.00
## 12766                             Mc Lean, VA               4.0           3.00
## 12769                         Foster City, CA               3.0           1.00
## 12770                           San Diego, CA              11.0           6.00
## 12773                       San Francisco, CA               6.0           4.00
## 12780                             Redmond, WA               4.0           0.00
## 12781                              Newark, NJ               2.0           0.00
## 12782                            Whippany, NJ               2.0           0.00
## 12784                       Kiev, KC, Ukraine               5.0           2.00
## 12785                            San Jose, CA               2.0           2.00
## 12786                            San Jose, CA               4.0           4.00
## 12788                       San Francisco, CA              14.0           2.00
## 12798                             Houston, TX              14.0           6.00
## 12801                             Seattle, WA               1.0           1.00
## 12803                            New York, NY               2.0           0.00
## 12806                             Seattle, WA               6.0           0.00
## 12808                             Boulder, CO               3.0           2.00
## 12812                          Wilmington, MA               3.0           2.00
## 12817                             Redmond, WA               0.0           0.00
## 12820                           Sunnyvale, CA               6.0           3.00
## 12823                             Seattle, WA               0.0           0.00
## 12831                             Seattle, WA               6.0           6.00
## 12838                             Seattle, WA               4.0           1.50
## 12839                             Seattle, WA               0.0           0.30
## 12843                           Sunnyvale, CA              12.0           0.00
## 12848                             Seattle, WA               7.0           2.50
## 12850                             Seattle, WA              10.0           1.00
## 12851                           Sunnyvale, CA              12.0           1.00
## 12860                       San Francisco, CA               8.0           0.00
## 12863                     Markham, ON, Canada               1.0           1.00
## 12864                       Mountain View, CA              27.0           0.00
## 12876                        Redwood City, CA               3.0           2.00
## 12879                             Redmond, WA              15.0          11.00
## 12883                           San Diego, CA               7.0           7.00
## 12886                         Santa Clara, CA               9.0           1.00
## 12899                         Bentonville, AR               7.0           5.00
## 12906                          Menlo Park, CA               6.0           1.00
## 12907                           Los Gatos, CA              15.0           1.00
## 12915                             Madison, WI               2.0           2.00
## 12916                       San Francisco, CA               6.0           3.00
## 12919                            New York, NY              13.0           3.00
## 12920           Edinburgh, SC, United Kingdom              12.0           5.00
## 12924                           Sunnyvale, CA               0.0           0.00
## 12930                              Austin, TX              15.0           4.00
## 12931                       Mountain View, CA              14.0           5.00
## 12934                           Sunnyvale, CA               0.0           0.00
## 12935                              Irvine, CA              14.0           5.00
## 12943                     Dublin, DN, Ireland               9.0           5.00
## 12945                         Kansas City, MO               3.0           1.00
## 12947                       San Francisco, CA               6.0           3.00
## 12948                           San Bruno, CA               3.0           3.00
## 12952                              Austin, TX               6.0           1.00
## 12954                         Bentonville, AR               1.0           1.00
## 12958                         Santa Clara, CA              11.0           2.00
## 12966                             Redmond, WA               0.0           0.00
## 12969                            New York, NY               5.0           5.00
## 12976                             Redmond, WA               7.0           1.00
## 12997                             Seattle, WA               3.0           0.00
## 13001                             Seattle, WA               0.0           0.00
## 13007                             Seattle, WA               1.0           1.00
## 13008                             Seattle, WA               7.0           7.00
## 13014                            San Jose, CA               6.0           2.00
## 13016                           Palo Alto, CA               0.0           0.00
## 13022                         Santa Clara, CA              10.0           5.00
## 13027                           Los Gatos, CA               6.0           3.00
## 13031                           Sunnyvale, CA               4.0           1.00
## 13042                             Seattle, WA               3.0           0.00
## 13044                             Seattle, WA               3.0           0.00
## 13045                            San Jose, CA               7.0           0.00
## 13046                             Seattle, WA              15.0           3.00
## 13049                           Sunnyvale, CA               0.0           0.00
## 13057                             Seattle, WA              14.0           2.00
## 13058                             Seattle, WA              13.0           3.00
## 13059                         Santa Clara, CA               8.0           6.00
## 13071                             Raleigh, NC               0.0           0.00
## 13076                 Zurich, ZH, Switzerland               1.0           0.00
## 13080                            San Jose, CA               2.0          11.00
## 13082                Singapore, SG, Singapore               3.0           0.00
## 13083                         Santa Clara, CA               9.0           6.00
## 13090                              Boston, MA              20.0           9.00
## 13092                              Austin, TX               1.0           1.00
## 13101                              Austin, TX               3.0           3.00
## 13103                              Folsom, CA               4.0           4.00
## 13111                              Austin, TX               5.0           5.00
## 13116                              Durham, NC               1.0           1.00
## 13117                             Seattle, WA               3.0           0.00
## 13119                           Sunnyvale, CA               8.0           3.00
## 13122                       San Francisco, CA               5.0           0.00
## 13126                             Seattle, WA               5.0           1.50
## 13130                             Oakland, CA               6.0           1.00
## 13135                         Santa Clara, CA              15.0          15.00
## 13137                          Menlo Park, CA               8.0           0.00
## 13138                       Mountain View, CA               3.0           3.00
## 13144                          Middletown, NJ              12.0           4.00
## 13146                           Sunnyvale, CA              17.0           2.00
## 13153                            San Jose, CA               1.0           0.00
## 13158                            New York, NY               1.0           1.00
## 13166                           Palo Alto, CA               1.0           1.00
## 13172                           Cupertino, CA              10.0           2.00
## 13178                          San Carlos, CA              12.0           2.00
## 13183                              Reston, VA              11.0           0.00
## 13189                           Sunnyvale, CA               1.0           1.00
## 13190                             Seattle, WA               3.0           0.00
## 13193                           Sunnyvale, CA               2.0           2.00
## 13196                           San Diego, CA              23.0           6.00
## 13198                            Portland, OR               4.0           4.00
## 13201                              Vienna, VA               4.0           1.00
## 13206                       Mountain View, CA              25.0           4.00
## 13213                             Seattle, WA               8.0           1.00
## 13214                              Boston, MA              10.0           0.00
## 13216                             Seattle, WA              14.0           0.00
## 13219                         Santa Clara, CA               2.0           9.00
## 13230                           Sunnyvale, CA              10.0           3.00
## 13232                          Washington, DC               3.0           1.00
## 13233                             Seattle, WA              14.0           4.00
## 13236                         Santa Clara, CA              10.0           4.00
## 13241                       San Francisco, CA               8.0           2.00
## 13245                           Sunnyvale, CA               4.0           4.00
## 13251                              Denver, CO              15.0          10.00
## 13257                           San Diego, CA               4.0           6.00
## 13258                             Seattle, WA              22.0           8.00
## 13270                    Montreal, QC, Canada              15.0           5.00
## 13275                       Mountain View, CA               0.0           0.00
## 13276                          Menlo Park, CA               8.0           1.00
## 13282                           Sunnyvale, CA               3.0           0.00
## 13285                             Seattle, WA               7.0           1.00
## 13286                             Madison, WI              15.0          13.00
## 13303                       Mountain View, CA               0.0           0.00
## 13304                           San Diego, CA               1.0           1.00
## 13306                              Boston, MA               5.0           1.00
## 13307                           Cupertino, CA               0.0           0.00
## 13308                           Palo Alto, CA               4.0           4.00
## 13309                       Mountain View, CA               0.0           0.00
## 13312                            New York, NY               8.0           8.00
## 13313                             Seattle, WA               7.0           7.00
## 13314                         Foster City, CA              10.0           6.00
## 13318                         Santa Clara, CA               2.0           2.00
## 13323                       Mountain View, CA               8.0           0.00
## 13335                            San Jose, CA               3.0           3.00
## 13344                             Seattle, WA               2.0           5.00
## 13345                            Bellevue, WA               8.0           8.00
## 13348                             Boulder, CO              16.0           4.00
## 13349                              Austin, TX               8.0           2.00
## 13352                       San Francisco, CA               2.0           2.00
## 13359                             Redmond, WA               2.0           0.00
## 13360                            San Jose, CA               2.0           0.30
## 13367                   Vancouver, BC, Canada              14.0           2.00
## 13370                            New York, NY              15.0           3.00
## 13371                     Hoffman Estates, IL              20.0          11.00
## 13373                             Boulder, CO               7.0           9.00
## 13374                         Santa Clara, CA               0.0           0.00
## 13382                           Cupertino, CA               4.0           3.00
## 13386                           Sunnyvale, CA              15.0           4.00
## 13394                            Bellevue, WA               5.0           3.00
## 13401                           San Diego, CA               2.0           2.00
## 13407                             Bedford, MA               2.0           0.00
## 13409                               Tempe, AZ               0.0           0.00
## 13414                     Dublin, DN, Ireland               1.0           0.00
## 13417              London, EN, United Kingdom               1.0           1.00
## 13421                           Cupertino, CA               3.0           0.00
## 13423                             Seattle, WA               8.0           4.00
## 13436                           Cleveland, OH               7.0           1.00
## 13438                       Basking Ridge, NJ              15.0          15.00
## 13440                         Hunt Valley, MD               4.0           1.00
## 13444                            San Jose, CA              15.0           5.00
## 13448                          Menlo Park, CA               7.0           7.00
## 13451                            Bellevue, WA               3.0           3.00
## 13455                       San Francisco, CA               7.0           7.00
## 13459                            Bellevue, WA               0.0           0.00
## 13466                             Redmond, WA               3.0           0.00
## 13469                           Cupertino, CA               8.0           3.50
## 13491                    Bengaluru, KA, India              12.0           4.00
## 13493                            New York, NY               3.0           1.00
## 13494                       San Francisco, CA               4.0           0.00
## 13497                           Arlington, VA               8.0           0.00
## 13498                            San Jose, CA               7.0           4.00
## 13500                       San Francisco, CA              10.0           2.00
## 13504                       Mountain View, CA              15.0           6.00
## 13506                             Redmond, WA              12.0          12.00
## 13507                           Cupertino, CA               7.0           4.00
## 13508                           Sunnyvale, CA               2.0           0.00
## 13509                              Austin, TX              15.0          15.00
## 13516                         Kansas City, MO               6.0           3.00
## 13522                             Atlanta, GA               0.0           0.00
## 13536                            San Jose, CA               5.0           5.00
## 13541                             Seattle, WA               8.0           4.00
## 13543                             Seattle, WA              16.0           0.00
## 13546                             Seattle, WA               4.0           0.00
## 13547                            New York, NY               2.0           2.00
## 13557                     Hangzhou, ZJ, China               4.0           1.00
## 13558                              Duluth, GA               6.0           6.00
## 13560                       San Francisco, CA               2.0           2.00
## 13561                            New York, NY               1.0           1.00
## 13562                             Redmond, WA               1.0           1.00
## 13587                            New York, NY               2.0           2.00
## 13588                             Boulder, CO               4.0           0.00
## 13590                           San Diego, CA               0.0           2.00
## 13591                       Mountain View, CA              20.0          14.00
## 13592                              Austin, TX               1.0           0.00
## 13595                             Seattle, WA               5.0           5.00
## 13601                             Chicago, IL               5.0           0.00
## 13606                             Redmond, WA               6.0           0.00
## 13616                       San Francisco, CA               5.0           4.00
## 13618                       San Francisco, CA               3.0           0.00
## 13625                       San Francisco, CA               8.0           2.00
## 13626                       San Francisco, CA               4.0           0.00
## 13636                              Boston, MA               0.0           0.00
## 13639                             Seattle, WA              12.0           1.00
## 13643                            New York, NY              12.0           3.00
## 13644                           Hillsboro, OR              11.0           1.00
## 13647                Singapore, SG, Singapore               4.0           0.00
## 13648                           Cupertino, CA               4.0           1.00
## 13652                              Boston, MA              13.0           5.00
## 13654                       Mountain View, CA               6.0           0.00
## 13655                             Redmond, WA               0.0           0.00
## 13656                         Kansas City, MO               7.0           6.00
## 13659                            San Jose, CA               7.0           1.00
## 13661                          Menlo Park, CA               0.0           0.00
## 13663                             Seattle, WA               7.0           6.00
## 13666                             Raleigh, NC               2.0           0.00
## 13678                           San Diego, CA               0.0           0.00
## 13679                           Sunnyvale, CA              20.0           0.00
## 13682                           Palo Alto, CA               6.0           1.00
## 13691                             Chicago, IL               1.0           0.00
## 13692                       San Francisco, CA               6.0           0.00
## 13699                             Seattle, WA               0.0           0.00
## 13704                            San Jose, CA               4.0           4.00
## 13705                       Mountain View, CA               1.0           0.00
## 13707                             Seattle, WA               5.0           0.00
## 13708                           Vancouver, WA              14.0          14.00
## 13716                        Redwood City, CA              14.0          10.00
## 13717                       Mountain View, CA              10.0           4.00
## 13727                             Atlanta, GA               1.0           0.00
## 13731                       Mountain View, CA               5.0           5.00
## 13732                           Cupertino, CA               5.0           1.00
## 13734                       San Francisco, CA               1.5           1.00
## 13743                       Mountain View, CA              12.0           2.00
## 13745                          Menlo Park, CA               0.0           0.00
## 13747                              Austin, TX               5.0           5.00
## 13749                            Milpitas, CA               6.0           6.00
## 13754                           San Diego, CA               5.0           1.00
## 13760                            Kirkland, WA              15.0           0.00
## 13764                       Mountain View, CA               6.0           4.00
## 13767                       San Francisco, CA               0.0           0.00
## 13768                       San Francisco, CA               0.0           0.00
## 13781                           Palo Alto, CA               0.0           0.00
## 13782                             Seattle, WA               7.0           7.00
## 13798                            New York, NY              17.0           0.00
## 13799                            New York, NY               3.0           3.00
## 13802                       Paris, IL, France              17.0           1.00
## 13804                               Tempe, AZ               7.0           2.00
## 13809                          Menlo Park, CA              15.0           2.00
## 13830                            New York, NY              12.0           2.00
## 13832                           Arlington, VA               5.0           2.00
## 13835                   Vancouver, BC, Canada               8.0           3.00
## 13836                          Pittsburgh, PA               3.0           0.00
## 13841                             Seattle, WA              10.0           5.00
## 13844                            San Jose, CA               8.0           8.00
## 13854                       San Francisco, CA               4.0           1.50
## 13855                           San Ramon, CA               2.0           2.00
## 13864                           Sunnyvale, CA               1.0           1.00
## 13869                           Cambridge, MA               9.0           3.00
## 13871                           Palo Alto, CA               8.0           5.00
## 13872                            New York, NY               6.0           6.00
## 13873              London, EN, United Kingdom               8.0           3.00
## 13877                             Seattle, WA               5.0           3.00
## 13879                               Tempe, AZ               2.0           1.00
## 13888                       Mountain View, CA               1.0           1.00
## 13889                       Mountain View, CA              15.0           4.00
## 13890                       San Francisco, CA               6.0           1.00
## 13892                         Santa Clara, CA               3.0           0.00
## 13893                             Seattle, WA               4.0           1.50
## 13896                            New York, NY               3.0           3.00
## 13899                           San Diego, CA              11.0           8.50
## 13903                       Mountain View, CA               3.0           3.00
## 13906                             Seattle, WA               8.0           1.00
## 13908              London, EN, United Kingdom               2.0           0.20
## 13916                       San Francisco, CA               3.0           0.00
## 13919                    Bangalore, KA, India              14.0           3.00
## 13924                 South San Francisco, CA               6.0           2.00
## 13933                             Chicago, IL               7.0           2.00
## 13936                Singapore, SG, Singapore               8.0           1.00
## 13942                       San Francisco, CA              15.0           4.00
## 13949                             Seattle, WA               3.0           0.00
## 13950                         Santa Clara, CA               7.0           3.00
## 13955                             Seattle, WA               0.0           0.00
## 13956                       San Francisco, CA               7.0           0.00
## 13957                             Chicago, IL               2.0           1.00
## 13968                          Menlo Park, CA              15.0           3.00
## 13971                            San Jose, CA              19.0           8.00
## 13972                          Menlo Park, CA               7.0           1.00
## 13982                           Cambridge, MA               6.0           6.00
## 13994              London, EN, United Kingdom               6.0           0.00
## 13997                            New York, NY               2.0           2.00
## 14006                             Seattle, WA               6.0           2.00
## 14008                            New York, NY               6.0           1.00
## 14014                           Sunnyvale, CA              12.0           2.00
## 14018                             Seattle, WA               3.0           3.00
## 14023                       Mountain View, CA               7.0           0.00
## 14027                             Seattle, WA              15.0          10.00
## 14028                             Redmond, WA               2.0           0.00
## 14029                          Menlo Park, CA               6.0           0.00
## 14034                       San Francisco, CA              12.0           4.50
## 14038                           Cupertino, CA              11.0           7.00
## 14039                             Redmond, WA               0.0           0.00
## 14041                            Bellevue, WA               8.0           2.00
## 14043                       Mountain View, CA               0.0           0.00
## 14047                              Boston, MA               4.0           0.00
## 14049                           Los Gatos, CA               7.0           2.00
## 14051                             Seattle, WA               7.0           3.00
## 14059                       San Francisco, CA               2.0           2.00
## 14060                             Fremont, CA               8.0           2.00
## 14061                       Mountain View, CA              10.0           6.00
## 14062                             Seattle, WA              16.0           2.00
## 14065                            New York, NY               4.0           1.00
## 14066                             Chicago, IL              10.0           2.00
## 14069                              Irvine, CA               1.0           0.00
## 14071                             Seattle, WA               5.0           2.70
## 14072                           Cupertino, CA               1.0           1.00
## 14088                           Sunnyvale, CA               5.0           5.00
## 14089                             Seattle, WA               5.0           0.00
## 14096                             Seattle, WA              16.0           2.00
## 14103                       San Francisco, CA               3.0           3.00
## 14110                    Bangalore, KA, India               3.0           3.00
## 14119                             Raleigh, NC               5.0           1.00
## 14124                             Redmond, WA               3.0           3.00
## 14127                       San Francisco, CA               3.0           1.00
## 14130                            Bellevue, WA              13.0           7.00
## 14134                       San Francisco, CA              10.0           1.00
## 14149                         Los Angeles, CA               3.0           0.00
## 14150                       Santa Barbara, CA              10.0           6.00
## 14153              London, EN, United Kingdom               8.0           3.00
## 14157                             Boulder, CO              10.0           1.00
## 14159                     Manhattan Beach, CA               9.0           5.00
## 14161                           Cupertino, CA               0.0           0.00
## 14172                       San Francisco, CA              13.0           5.00
## 14173                       San Francisco, CA              15.0           0.00
## 14176                         Los Angeles, CA               2.0           1.00
## 14177                           Palo Alto, CA               4.0           0.00
## 14180                             Redmond, WA               0.0           0.00
## 14181                       San Francisco, CA               5.0           0.00
## 14188                             Seattle, WA              16.0           0.00
## 14194                            San Jose, CA               1.0           1.00
## 14204                              Boston, MA               0.0           0.50
## 14209                             Redmond, WA               2.0           0.00
## 14210                           Sunnyvale, CA               0.0           0.00
## 14212                   Bangkok, BM, Thailand               2.0           2.00
## 14213                             Seattle, WA               3.0           3.00
## 14217                           Los Gatos, CA               9.0           3.00
## 14219                            Chandler, AZ               5.0           5.00
## 14223                            Bellevue, WA              14.0           2.00
## 14228                       San Francisco, CA               6.0           0.00
## 14231                           San Diego, CA               5.0           1.00
## 14232                           San Diego, CA               6.0           4.00
## 14239                               Tampa, FL              12.0           5.00
## 14243                             Chicago, IL              11.0           1.00
## 14244                       San Francisco, CA              18.0           1.50
## 14249                       San Francisco, CA              11.0           3.70
## 14252                             Seattle, WA              15.0           0.00
## 14258                             Seattle, WA              10.0           4.00
## 14259                           Palo Alto, CA              10.0           0.00
## 14260                       San Francisco, CA              15.0           2.00
## 14269                             Seattle, WA              16.0           0.00
## 14271                             Ontario, CA               4.0           4.00
## 14280                       San Francisco, CA              16.0           1.00
## 14282                              Vienna, VA               8.0           1.00
## 14283                           Palo Alto, CA               3.0           3.00
## 14287                             Redmond, WA               6.0           6.00
## 14290                       San Francisco, CA               5.0           0.00
## 14293                             Redmond, WA              18.0           0.00
## 14295                       San Francisco, CA              10.0           1.00
## 14301                             Seattle, WA              17.0           0.00
## 14302                            Bellevue, WA              15.0           0.00
## 14312                       San Francisco, CA               0.0           0.00
## 14314                       San Francisco, CA              10.0           1.00
## 14323                           Sunnyvale, CA               5.0           0.00
## 14326                       San Francisco, CA              10.0           1.00
## 14332                            New York, NY              10.0           6.00
## 14335                         Pune, MH, India               4.0           1.00
## 14336                             Redmond, WA              11.0          10.00
## 14339                       San Francisco, CA              18.0           8.00
## 14340                         Santa Clara, CA              15.0           7.00
## 14349                              Reston, VA               5.0           2.00
## 14353                       San Francisco, CA               4.0           3.50
## 14358                       San Francisco, CA               6.0           2.50
## 14364                             Redmond, WA              15.0           0.00
## 14365                         Bentonville, AR              11.0           2.00
## 14370                            New York, NY               5.0           2.00
## 14371                             Seattle, WA               8.0           6.00
## 14378                         Los Angeles, CA               6.0           2.00
## 14380                       San Francisco, CA               6.0           4.00
## 14381                           Sunnyvale, CA               4.0           1.00
## 14382                             Atlanta, GA               0.0           0.00
## 14396                           Palo Alto, CA               1.0           0.00
## 14397                       San Francisco, CA              15.0           3.00
## 14398                          Menlo Park, CA              15.0           0.00
## 14400                       San Francisco, CA               2.0           0.00
## 14406                             Seattle, WA               4.0           4.00
## 14411                       San Francisco, CA              10.0           2.00
## 14413                            San Jose, CA               9.0           1.00
## 14414                       Mountain View, CA              11.0           7.00
## 14415                           Los Gatos, CA               9.0           0.00
## 14421                            New York, NY               2.0           1.50
## 14423                             Seattle, WA               3.0           3.00
## 14429                             Seattle, WA               3.0           3.00
## 14435                           Palo Alto, CA               3.0           0.00
## 14436                            Bellevue, WA               7.0           5.00
## 14438                           Hillsboro, OR               9.0           9.00
## 14440                         Jersey City, NJ               6.0           0.00
## 14447                    Bangalore, KA, India               5.0           0.00
## 14452                         Santa Clara, CA               3.0           0.00
## 14455                            New York, NY              13.0           3.00
## 14456                              Boston, MA               3.0           3.00
## 14457                         Pune, MH, India              16.0           8.00
## 14461                              Reston, VA               5.0           2.00
## 14463              London, EN, United Kingdom               6.0           6.00
## 14469              London, EN, United Kingdom               1.0           1.00
## 14470                           Cupertino, CA               8.0           2.00
## 14472                              Boston, MA               8.0           4.00
## 14474                             Seattle, WA               7.0           3.50
## 14476                       San Francisco, CA               7.0           1.00
## 14488                       San Francisco, CA               0.0           0.00
## 14492                               Tampa, FL              18.0           1.00
## 14493                        Eden Prairie, MN               9.0           1.00
## 14494                             Seattle, WA               9.0           5.00
## 14495                             Seattle, WA              10.0           5.00
## 14502                             Seattle, WA              11.0           5.00
## 14503                           Cupertino, CA              11.0           4.00
## 14506                       San Francisco, CA               8.0           5.00
## 14518                              Austin, TX               8.0           5.00
## 14519                             Seattle, WA              23.0          20.00
## 14522                       Mountain View, CA               5.0           2.50
## 14523                          Scottsdale, AZ               5.0           4.00
## 14532                         Culver City, CA              15.0          12.00
## 14536                          Scottsdale, AZ               2.0           0.00
## 14542                             Orlando, FL               0.0           1.00
## 14546                            San Jose, CA               7.0           1.00
## 14547                    Bangalore, KA, India               2.0           2.00
## 14548                             Seattle, WA               4.0           1.00
## 14556                             Seattle, WA              19.0          15.00
## 14559                       Mountain View, CA              17.0           5.00
## 14561                           Cupertino, CA               4.0           1.00
## 14567                             Seattle, WA               0.0           0.00
## 14568                       San Francisco, CA              14.0          14.00
## 14573                             Seattle, WA              15.0           1.00
## 14583                       San Francisco, CA               9.0           1.00
## 14585              London, EN, United Kingdom               0.0           0.00
## 14586                             Seattle, WA               8.0           3.00
## 14589                            New York, NY              13.0           0.00
## 14593                           Sunnyvale, CA               4.0           0.00
## 14595                         Santa Clara, CA               2.0           2.00
## 14596                              Boston, MA              13.0           0.00
## 14597                             Seattle, WA               2.0           2.00
## 14604                           St. Louis, MO               7.0           4.00
## 14615                            San Jose, CA              18.0           8.00
## 14621                         Santa Clara, CA              25.0          18.00
## 14623                            New York, NY               7.0           3.00
## 14626                           San Diego, CA               0.0           0.00
## 14628                             Seattle, WA              14.0           1.00
## 14631                       San Francisco, CA              10.0           2.50
## 14633                            New York, NY              13.0           2.50
## 14639                          Menlo Park, CA               0.0           0.00
## 14640                           Palo Alto, CA               2.0           2.00
## 14645                             Seattle, WA              10.0           4.00
## 14650                             Chicago, IL               9.0           3.00
## 14654                         Jersey City, NJ               3.0           0.00
## 14663                         Santa Clara, CA               4.0           0.00
## 14667                             Redmond, WA               4.0           0.00
## 14674                             Seattle, WA               6.0           0.00
## 14675                   Vancouver, BC, Canada              26.0           2.50
## 14679                       Mountain View, CA              16.0           2.00
## 14682                            New York, NY              30.0           8.00
## 14683                   Vancouver, BC, Canada              19.0           0.00
## 14685                    Bengaluru, KA, India              10.0           1.00
## 14686                             Seattle, WA               7.0           0.00
## 14687                             Atlanta, GA              14.0           1.00
## 14689                             Madison, WI              30.0           5.00
## 14691                           Palo Alto, CA               8.0           1.50
## 14701                     Toronto, ON, Canada              12.0           2.50
## 14706                             Boulder, CO              20.0          13.00
## 14708                         Santa Clara, CA               2.0           1.00
## 14710                        Poughkeepsie, NY               2.0           2.00
## 14713                       San Francisco, CA               6.0           1.00
## 14714                         Los Angeles, CA              10.0           0.00
## 14715                           Cupertino, CA               0.0           0.00
## 14718              London, EN, United Kingdom              10.0           1.00
## 14719                             Redmond, WA               3.0           0.00
## 14721                           Palo Alto, CA               2.0           2.00
## 14725                       San Francisco, CA              15.0          11.00
## 14726                         Los Angeles, CA               3.0           3.00
## 14728                   Stockholm, ST, Sweden              12.0           9.00
## 14731                       San Francisco, CA              13.0           0.00
## 14734                   Queretaro, QE, Mexico              10.0           9.00
## 14735                 Zurich, ZH, Switzerland               5.0           2.00
## 14739                           Sunnyvale, CA               3.0           3.00
## 14741                              Boston, MA               7.0           1.00
## 14742                       San Francisco, CA              13.0           0.00
## 14743                           Sunnyvale, CA               2.0           0.00
## 14744                           Palo Alto, CA               2.0           0.00
## 14745                       San Francisco, CA               2.0           0.00
## 14757                       San Francisco, CA               9.0           2.00
## 14761                             Seattle, WA              11.0           7.00
## 14763                           Cupertino, CA              10.0           3.00
## 14765                       San Francisco, CA               1.0           1.00
## 14766                             Seattle, WA               4.0           2.00
## 14771                             Redmond, WA               4.0           3.00
## 14777                           San Ramon, CA               6.0           2.00
## 14779                           Cupertino, CA               8.0           1.00
## 14785              London, EN, United Kingdom               3.0           3.00
## 14786                 Zurich, ZH, Switzerland               2.0           0.00
## 14787                      Salt Lake City, UT               4.0           2.00
## 14790                         Santa Clara, CA              30.0           3.00
## 14793                         Santa Clara, CA              10.0          10.00
## 14805                              Denver, CO              19.0           4.00
## 14807                   Herzliyya, TA, Israel              15.0           2.00
## 14816           Cambridge, EN, United Kingdom               1.0           1.00
## 14817                         Santa Clara, CA               4.0           0.00
## 14822                         Los Angeles, CA               8.0           1.00
## 14828                            New York, NY               8.0           3.00
## 14830                            New York, NY              11.0           2.00
## 14833                          Menlo Park, CA              11.0           2.00
## 14839                          Moorestown, NJ               4.0           4.00
## 14840                             Redmond, WA               2.0           0.00
## 14841                             Seattle, WA               1.0           0.00
## 14846                           Palo Alto, CA               8.0           5.00
## 14853                        Redwood City, CA               9.0           1.00
## 14859                          Broomfield, CO              20.0           5.00
## 14864                           Cupertino, CA               6.0           0.00
## 14866                            New York, NY               9.0           9.00
## 14867                           San Mateo, CA               7.0           0.50
## 14875                             Seattle, WA              10.0           1.00
## 14876                             Seattle, WA              14.0           5.00
## 14877                           Hillsboro, OR               7.0           3.00
## 14887                   Stockholm, ST, Sweden               7.0           1.00
## 14888                            San Jose, CA              10.0           1.00
## 14889                       Mountain View, CA               4.0           0.00
## 14900                       Mountain View, CA               8.0           1.00
## 14904                            New York, NY               5.0           3.00
## 14914                       Mountain View, CA              12.0           9.00
## 14916                            Bellevue, WA               0.0           0.00
## 14918                          Saint Paul, MN               0.0           0.00
## 14928                             Seattle, WA               6.0           0.00
## 14929                       San Francisco, CA              10.0           3.00
## 14930                         Santa Clara, CA               3.0           3.00
## 14947                           Cupertino, CA              10.0           3.00
## 14948                           San Diego, CA               7.0           7.00
## 14949                           Palo Alto, CA               3.0           3.00
## 14950                           Sunnyvale, CA               8.0           7.00
## 14963                           San Bruno, CA               5.0           0.50
## 14966                           Cupertino, CA               0.0           0.00
## 14967                           Sunnyvale, CA               7.0           7.00
## 14968                             Seattle, WA               1.0           0.00
## 14969                       San Francisco, CA              10.0           8.00
## 14972                       San Francisco, CA               1.0           1.00
## 14977                       Mountain View, CA               3.0           3.00
## 14983              London, EN, United Kingdom               1.0           0.00
## 14999                            New York, NY               4.0           0.00
## 15003                              Austin, TX               1.0           0.00
## 15004                            New York, NY               1.0           0.00
## 15011                         Los Angeles, CA               6.0           5.00
## 15020                       San Francisco, CA               2.0           2.00
## 15026                             Seattle, WA               0.0           0.00
## 15027                       San Francisco, CA              15.0           8.00
## 15030                            New York, NY              15.0           4.00
## 15035                       San Francisco, CA              12.0           4.00
## 15037                           Palo Alto, CA               7.0           3.00
## 15038                             Seattle, WA               8.0           0.00
## 15039                       San Francisco, CA               9.0           3.00
## 15049                             Seattle, WA               2.0           2.00
## 15051                             Seattle, WA               7.0           6.00
## 15058                       San Francisco, CA              15.0           5.00
## 15060                            New York, NY               5.0           4.00
## 15062                       San Francisco, CA               8.0           1.00
## 15063                             Redmond, WA               3.0           2.00
## 15065                              Boston, MA               4.0           1.00
## 15066                              Austin, TX               3.0           3.00
## 15072                           Cambridge, MA              10.0           1.00
## 15078                              Boston, MA              22.0           2.00
## 15083                       Mountain View, CA               2.0           2.00
## 15088                             Seattle, WA               0.0           0.00
## 15102                 Zurich, ZH, Switzerland               5.0           5.00
## 15103                   Vancouver, BC, Canada               7.0           3.00
## 15106                              Boston, MA               5.0           2.00
## 15107                             Seattle, WA              15.0           1.00
## 15109                           Palo Alto, CA               9.0           3.00
## 15123                             Chicago, IL               5.0           1.00
## 15130                            San Jose, CA              10.0           1.00
## 15135                            New York, NY              20.0           6.00
## 15137                            New York, NY               4.0           4.00
## 15139                             Atlanta, GA               3.0           1.00
## 15142                             Seattle, WA              15.0           4.00
## 15146                       San Francisco, CA               3.0           2.50
## 15148                           San Diego, CA               5.0           5.00
## 15151                             Seattle, WA               6.0           4.00
## 15156                           San Diego, CA               3.0           3.00
## 15161                       Mountain View, CA               5.0           2.00
## 15162                             Seattle, WA              23.0          14.00
## 15163                             Seattle, WA              10.0           8.00
## 15165                            Chandler, AZ               9.0           9.00
## 15168                           Sunnyvale, CA               8.0           5.00
## 15171                        Santa Monica, CA               4.0           1.00
## 15187                             Redmond, WA              35.0          15.00
## 15188                             Seattle, WA               9.0           2.00
## 15190                       San Francisco, CA              13.0           4.00
## 15192                              Natick, MA               5.0           5.00
## 15196                            Bellevue, WA               6.0           6.00
## 15210                       Paris, IL, France              15.0           5.00
## 15212                         Los Angeles, CA               1.0           1.00
## 15225                             Seattle, WA               4.0           4.00
## 15226                              Newark, NJ               4.0           0.00
## 15229                           Palo Alto, CA               0.0           0.00
## 15230                       San Francisco, CA              17.0           5.00
## 15232                       San Francisco, CA               4.0           4.00
## 15233                           Palo Alto, CA              15.0           4.00
## 15239                            San Jose, CA               7.0           7.00
## 15259                            New York, NY              21.0           3.00
## 15260                            New York, NY              21.0           3.00
## 15262                          Menlo Park, CA               3.0           2.00
## 15266                             Redmond, WA               4.0           3.00
## 15267                           Cupertino, CA               8.0           1.00
## 15269                            Kirkland, WA               0.0           0.00
## 15270                            New York, NY               7.0           0.00
## 15272                             Seattle, WA               0.0           0.00
## 15274                          Menlo Park, CA               3.0           0.00
## 15276                            San Jose, CA              30.0          15.00
## 15286                             Phoenix, AZ              12.0           4.00
## 15287                             Seattle, WA               5.0           0.50
## 15288                       San Francisco, CA               7.0           1.00
## 15290                           Cupertino, CA               3.0           3.00
## 15295                       San Francisco, CA               1.0           1.00
## 15299                     Toronto, ON, Canada               5.0           0.00
## 15303                              Austin, TX               4.0           1.00
## 15304                         Los Angeles, CA              11.0           1.00
## 15306                           Cupertino, CA              10.0          10.00
## 15308                       Mountain View, CA               6.0           2.00
## 15310                            Bellevue, WA              17.0           3.00
## 15313                       Mountain View, CA               5.0           4.00
## 15316                     Berlin, BE, Germany               5.0           1.00
## 15317                            San Jose, CA               7.0           5.00
## 15321                            New York, NY               6.0           1.00
## 15328                          Menlo Park, CA              10.0           1.00
## 15330                            Kirkland, WA              20.0          20.00
## 15331                             Seattle, WA               4.0           2.00
## 15332                            New York, NY               2.0           2.00
## 15338                             Redmond, WA               1.0           0.00
## 15341              London, EN, United Kingdom               4.0           4.00
## 15343                       San Francisco, CA               8.0           0.00
## 15344                           Rochester, MN              26.0          26.00
## 15349                         Santa Clara, CA               2.0           1.00
## 15353                             Atlanta, GA               6.0           2.00
## 15354                           Cupertino, CA               0.0           0.00
## 15356                             Redmond, WA              20.0           6.00
## 15358                         Santa Clara, CA               8.0           8.00
## 15360                       San Francisco, CA               5.0           3.00
## 15364                           Los Gatos, CA               9.0           0.00
## 15369                            San Jose, CA               4.0           2.00
## 15371                     Munich, BY, Germany              15.0           6.00
## 15377                       San Francisco, CA               0.0           0.00
## 15384                       San Francisco, CA               6.0           1.00
## 15392                            San Jose, CA               2.0           0.25
## 15395              London, EN, United Kingdom               6.0           2.00
## 15403                           San Diego, CA              10.0           8.00
## 15406                    Colorado Springs, CO              22.0           7.00
## 15413                       San Francisco, CA              10.0           3.00
## 15422                           Los Gatos, CA               9.0           2.00
## 15424                          Menlo Park, CA               7.0           1.00
## 15427                            San Jose, CA               8.0           2.00
## 15432                       San Francisco, CA              14.0           0.00
## 15436                            San Jose, CA               1.0           1.00
## 15438                             Seattle, WA               3.0           0.00
## 15445                              Reston, VA              24.0          20.00
## 15452                            New York, NY               4.0           1.50
## 15453                       San Francisco, CA               0.0           0.00
## 15454                            San Jose, CA               5.0           4.00
## 15462                   Usaquen, CU, Colombia               3.0           3.00
## 15463                             Seattle, WA               2.0           0.00
## 15465                             Seattle, WA              20.0           2.00
## 15472                              Folsom, CA              11.0          11.00
## 15474                             Redmond, WA               2.0           2.00
## 15477                       San Francisco, CA               5.0           1.00
## 15478                           Cupertino, CA               1.0           1.00
## 15479                        Tokyo, TY, Japan              20.0           8.00
## 15489                             Chicago, IL               0.0           2.00
## 15491                          Menlo Park, CA               6.0           4.00
## 15496                           Sunnyvale, CA               9.0           2.00
## 15499                       San Francisco, CA               3.0           3.00
## 15500                           Sunnyvale, CA              20.0           2.00
## 15516                      Moscow, MC, Russia               1.0           1.00
## 15517                         Santa Clara, CA               9.0           1.00
## 15522                             Chicago, IL              20.0           1.00
## 15523                             Fairfax, VA               3.0          15.00
## 15524                             Seattle, WA               5.0           3.00
## 15539                        Redwood City, CA              15.0           1.50
## 15541                             Redmond, WA               8.0           4.50
## 15549                            Portland, OR              22.0          22.00
## 15555                           Cupertino, CA               0.0           0.00
## 15560                       San Francisco, CA              10.0           5.00
## 15569                            New York, NY               2.0           0.00
## 15570                             Seattle, WA               7.0           1.00
## 15571                           Cupertino, CA               1.0           0.00
## 15573                          Menlo Park, CA              12.0           0.00
## 15575                       San Francisco, CA               9.0           1.00
## 15577                            New York, NY               2.0           0.00
## 15578                       San Francisco, CA               2.0           1.00
## 15579                       Mountain View, CA               8.0           5.00
## 15587                       San Francisco, CA               6.0           6.00
## 15591                             Chicago, IL               9.0           7.00
## 15594                         Culver City, CA              14.0          11.00
## 15595                          Pittsburgh, PA               1.0           1.00
## 15597                            San Jose, CA               0.0           0.00
## 15604                       San Francisco, CA               0.0           0.00
## 15606                             Seattle, WA               4.0           1.00
## 15611                      Chennai, TN, India              21.0           1.00
## 15614                            San Jose, CA              15.0           1.00
## 15615                              Boston, MA              24.0           3.00
## 15617                            Bellevue, WA              12.0           1.00
## 15618                             Seattle, WA               7.0           7.00
## 15622                      Gurgaon, HR, India               7.0           2.00
## 15623                          Menlo Park, CA               7.0           0.00
## 15625                            New York, NY               5.0           2.00
## 15626                             Phoenix, AZ              23.0           3.00
## 15627                             Seattle, WA               9.0           5.00
## 15630                       Mountain View, CA              10.0           4.00
## 15633                           Sunnyvale, CA               3.0           0.00
## 15634                           Sunnyvale, CA               5.0           0.00
## 15636                            New York, NY              20.0           2.00
## 15637                       Mountain View, CA              17.0           3.00
## 15640                         Santa Clara, CA               2.0           2.00
## 15641                              Austin, TX              14.0           1.00
## 15646                             Seattle, WA               0.0           0.00
## 15649                       San Francisco, CA               6.0           1.00
## 15656                   Vancouver, BC, Canada              10.0           5.00
## 15661                           San Diego, CA               1.0           0.00
## 15662                       Mountain View, CA               8.0           5.00
## 15668                              Boston, MA               6.0           1.00
## 15671                              Boston, MA              22.0           3.00
## 15672                       San Francisco, CA               8.0           2.00
## 15676                          Round Rock, TX               0.0           0.00
## 15678                            New York, NY               4.0           4.00
## 15681                             Raleigh, NC               2.0           1.00
## 15685                     Dublin, DN, Ireland              12.0           3.00
## 15686                       Mountain View, CA               0.0           0.00
## 15689                       San Francisco, CA               8.0           4.00
## 15695                              Austin, TX              16.0          16.00
## 15696                       San Francisco, CA              12.0           3.00
## 15701                           Hillsboro, OR               4.0           4.00
## 15704                            New York, NY               7.0           4.00
## 15707                            San Jose, CA               8.0           8.00
## 15709                              Austin, TX               2.0           2.00
## 15710                            Portland, OR               5.0           5.00
## 15711                           Sunnyvale, CA               5.0           5.00
## 15712                             Seattle, WA               2.0           2.00
## 15714                             Seattle, WA               2.0           2.00
## 15720                              Austin, TX              20.0           7.00
## 15724                            San Jose, CA               4.0           2.00
## 15727                         Los Angeles, CA               8.0           4.00
## 15730                             Seattle, WA              18.0           3.00
## 15732                      Moscow, MC, Russia              12.0           4.00
## 15739                       San Francisco, CA               4.0           3.00
## 15740                           Cupertino, CA               5.0           5.00
## 15743                           Hillsboro, OR               3.0           3.00
## 15744                          Menlo Park, CA               4.0           0.00
## 15751                           San Bruno, CA               5.0           3.00
## 15756                         Kansas City, KS               5.0           0.50
## 15758                              Reston, VA              10.0           8.00
## 15761                              Austin, TX               2.0           1.00
## 15762                              Verona, WI               4.0           4.00
## 15770                            Bellevue, WA               4.0           2.00
## 15776                           Palo Alto, CA              20.0           1.00
## 15785                         Santa Clara, CA               1.0           1.00
## 15786                          Pleasanton, CA              10.0           7.00
## 15787                             Seattle, WA               8.0           6.00
## 15792                       Mountain View, CA               7.0           1.00
## 15793                        San Fernando, CA              10.0           3.00
## 15794                         Santa Clara, CA               8.0           2.00
## 15796                             Seattle, WA               7.0           0.00
## 15800                           Sunnyvale, CA               6.0           5.00
## 15802                       Mountain View, CA              10.0           4.00
## 15807                             Seattle, WA               4.0           0.00
## 15809                             Atlanta, GA               5.0           5.00
## 15818                            New York, NY               4.0           1.00
## 15821                           San Ramon, CA               6.0           1.00
## 15825                             Seattle, WA               5.0           2.50
## 15828                           Sunnyvale, CA               4.0           2.00
## 15831                             Orlando, FL               9.0           2.00
## 15834              London, EN, United Kingdom               1.0           1.00
## 15835                          Washington, DC               4.0           4.00
## 15837                             Seattle, WA               4.0           2.00
## 15840                            San Jose, CA              13.0           2.00
## 15847                         Los Angeles, CA               8.0           4.00
## 15848                           Cupertino, CA               1.0           1.00
## 15852                      Moscow, MC, Russia              11.0           8.00
## 15861                             Redmond, WA               2.0           0.00
## 15866                             Redmond, WA              10.0           3.00
## 15867                       Mountain View, CA               1.0           0.00
## 15870                            Portland, OR               2.0           2.00
## 15873                          Broomfield, CO               3.0           3.00
## 15877                             Seattle, WA              10.0           3.00
## 15879                           Sunnyvale, CA               3.0           2.00
## 15892                          Menlo Park, CA               2.0           0.00
## 15896                       Mountain View, CA               0.0           0.50
## 15897                          Pittsburgh, PA               6.0           1.00
## 15899                             Redmond, WA               4.0           0.00
## 15901                            New York, NY               5.0           0.00
## 15912                          Burlington, MA               2.0           0.00
## 15913                           Sunnyvale, CA               7.0           4.00
## 15914                             Seattle, WA               1.0           1.00
## 15915                             Seattle, WA               1.0           1.00
## 15924                             Seattle, WA               5.0           5.00
## 15925                           Hillsboro, OR               7.0           3.00
## 15932                           Palo Alto, CA              10.0           0.00
## 15933                    Hyderabad, TS, India               7.0           2.00
## 15935                          Washington, DC              10.0           4.00
## 15940                    Bogota, DC, Colombia               5.0           1.00
## 15943                       San Francisco, CA               4.0           2.00
## 15945                             Seattle, WA               2.0           2.00
## 15947                       San Francisco, CA               9.0           0.00
## 15950                              Folsom, CA               0.0           1.00
## 15954                         Minneapolis, MN               4.0           1.00
## 15956                            New York, NY               0.0           0.00
## 15957                             Seattle, WA               7.0           3.00
## 15962                         Jersey City, NJ               0.0           1.00
## 15963                           Los Gatos, CA               6.0           2.00
## 15968                       San Francisco, CA              20.0           1.00
## 15971                             Seattle, WA              16.0           1.00
## 15972                       San Francisco, CA              12.0           2.00
## 15973                             Seattle, WA               4.0           0.00
## 15974                         Bentonville, AR               4.0           2.00
## 15975                              Folsom, CA               8.0           7.00
## 15979                     Toronto, ON, Canada               0.0           0.00
## 15981                           Hillsboro, OR               3.0           0.00
## 15983                             Seattle, WA              15.0           0.50
## 15984                           Sunnyvale, CA               0.0           1.00
## 15985                         Santa Clara, CA               8.0           2.00
## 15987                            New York, NY               3.0           1.00
## 15992                       San Francisco, CA              10.0           2.00
## 15993                             Redmond, WA               5.0           0.00
## 15996                       San Francisco, CA               4.0           2.00
## 15999                             Seattle, WA              12.0           0.00
## 16003                         Santa Clara, CA               3.0           1.00
## 16016                           Sunnyvale, CA               7.0           3.00
## 16020                            New York, NY               1.0           0.00
## 16022                          Menlo Park, CA              26.0           2.00
## 16023                            San Jose, CA               6.0           3.00
## 16026                           Sunnyvale, CA               1.0           1.00
## 16027                            Columbus, OH               2.0           2.00
## 16028                            San Jose, CA               6.0           3.00
## 16035                              Folsom, CA               4.0           4.00
## 16038                            San Jose, CA              14.0           5.00
## 16041                             Redmond, WA               3.0           3.00
## 16045                              Austin, TX              12.0           0.00
## 16050                            New York, NY               3.0           1.00
## 16051                          Menlo Park, CA              10.0           7.00
## 16052                             Boulder, CO               0.0           0.00
## 16053                             Seattle, WA              15.0           2.00
## 16061                          Menlo Park, CA              19.0           2.00
## 16063                       Mountain View, CA               0.0           0.00
## 16065                             Seattle, WA               3.0           0.00
## 16068              Amsterdam, NH, Netherlands              10.0           2.00
## 16069                             Seattle, WA               7.0           3.00
## 16086                            San Jose, CA              10.0           0.00
## 16087            Saint Petersburg, SP, Russia              14.0           1.00
## 16096                          Menlo Park, CA              19.0           1.00
## 16098                             Seattle, WA               3.0           1.00
## 16112                             Seattle, WA               3.0           3.00
## 16113                           San Diego, CA               4.0           4.00
## 16115                       Mountain View, CA               4.0           2.00
## 16119                             Seattle, WA               6.0           1.00
## 16140                       Mountain View, CA               1.0           0.00
## 16146                            San Jose, CA               5.0           3.00
## 16149                       San Francisco, CA              12.0           4.00
## 16150                             Seattle, WA               4.0           2.00
## 16152                             Seattle, WA               0.0           0.00
## 16156                            New York, NY              11.0           7.00
## 16160                            New York, NY              12.0           5.00
## 16171                             Seattle, WA               4.0           1.00
## 16179                        Philadelphia, PA              15.0           5.00
## 16180                            Milpitas, CA               3.0           0.00
## 16183                             Mc Lean, VA              12.0           4.00
## 16184                             Seattle, WA              13.0           2.00
## 16185                             Atlanta, GA               0.0           0.00
## 16194                     Berlin, BE, Germany               6.0           0.00
## 16205                             Seattle, WA               8.0           5.00
## 16208                         Bala Cynwyd, PA              10.0           6.00
## 16212                           Sunnyvale, CA               6.0           6.00
## 16220                             Seattle, WA               5.0           5.00
## 16221                   Vancouver, BC, Canada               3.0           0.00
## 16223                            San Jose, CA               5.0           3.00
## 16228                             Seattle, WA              14.0           4.00
## 16233                          Menlo Park, CA               1.0           1.00
## 16236                              Boston, MA               0.0           0.00
## 16243                              Boston, MA               5.0           5.00
## 16244                             Redmond, WA              14.0          12.00
## 16247                         Santa Clara, CA              15.0           2.00
## 16249                           Sunnyvale, CA              10.0          10.00
## 16253                         Jersey City, NJ              10.0           4.00
## 16254                Singapore, SG, Singapore               1.0           1.00
## 16255                            San Jose, CA               5.0           4.00
## 16256                            New York, NY               6.0           6.00
## 16258                           Arlington, VA               5.0           3.00
## 16261                          Menlo Park, CA               4.0           2.00
## 16262                             Phoenix, AZ               6.0           4.00
## 16267                           Palo Alto, CA              10.0           3.00
## 16268                          Emeryville, CA               8.0           5.00
## 16272                             Seattle, WA               4.0           1.00
## 16276                           Cupertino, CA              10.0           0.00
## 16278                       San Francisco, CA               5.0           0.50
## 16281                        Tokyo, TY, Japan              19.0           3.00
## 16294                           Sunnyvale, CA               5.0           1.50
## 16302                       San Francisco, CA               3.0           0.00
## 16315                            Kirkland, WA              17.0          10.00
## 16317                            San Jose, CA              13.0          10.00
## 16326                           Cupertino, CA               6.0           1.00
## 16327                            San Jose, CA              15.0           6.00
## 16334                            New York, NY              10.0           1.00
## 16342                             Seattle, WA               4.0           1.00
## 16366                       San Francisco, CA               4.0           2.00
## 16369                           Cupertino, CA               3.0           3.00
## 16373                           Sunnyvale, CA               4.0           0.00
## 16379                           Palo Alto, CA               3.0           3.00
## 16382                       San Francisco, CA               6.0           0.00
## 16390                       Mountain View, CA              18.0           4.00
## 16394                           Palo Alto, CA               3.0           3.00
## 16402                Brno, JM, Czech Republic               4.0           2.00
## 16403                       San Francisco, CA               7.0           0.00
## 16412                           Sunnyvale, CA               5.0           0.00
## 16426                           Los Gatos, CA               4.0           0.00
## 16430                         Santa Clara, CA               8.0           8.00
## 16435                          Menlo Park, CA              12.0           1.00
## 16436                             Seattle, WA              26.0           2.00
## 16442                            San Jose, CA              13.0           3.00
## 16452                            New York, NY              20.0           9.00
## 16457                         Santa Clara, CA               3.0           1.00
## 16458                       San Francisco, CA               5.0           1.00
## 16462                              Durham, NC               4.0           1.00
## 16463                             Seattle, WA              20.0           4.00
## 16467                            New York, NY               3.0           3.00
## 16469                   Vancouver, BC, Canada               3.0           3.00
## 16472                            Carlsbad, CA              11.0           1.00
## 16481                           Sunnyvale, CA               2.0           2.00
## 16484                              Boston, MA               3.0           0.50
## 16485                            New York, NY               2.0           2.00
## 16489                             Seattle, WA              27.0           1.00
## 16491                       Mountain View, CA               2.0           1.50
## 16495                       San Francisco, CA               5.0           0.00
## 16498                             Redmond, WA               2.0           0.00
## 16502                  Bucharest, BU, Romania              17.0           5.00
## 16509                           Sunnyvale, CA               2.0           2.00
## 16513                   Walldorf, BW, Germany               4.0           4.00
## 16516                         Bentonville, AR              16.0           9.00
## 16521                           Cambridge, MA               2.0           2.00
## 16522                             Oakland, CA               7.0           2.00
## 16524                           Cambridge, MA               0.0           0.00
## 16530                               Tampa, FL               8.0           1.00
## 16537                              Hudson, MA               4.0           4.00
## 16538                         Santa Clara, CA              10.0           7.00
## 16541                             Seattle, WA              12.0           0.00
## 16542                              Vienna, VA               3.0           1.00
## 16543                            Kirkland, WA               3.0           3.00
## 16546                           Sunnyvale, CA               5.0           5.00
## 16548                     Dublin, DN, Ireland               3.0           3.00
## 16557                       San Francisco, CA              13.0           0.00
## 16571                       San Francisco, CA               2.0           2.00
## 16573                              Austin, TX              18.0           5.00
## 16575                         Los Angeles, CA               9.0           0.00
## 16580                            New York, NY               1.0           1.00
## 16582                            San Jose, CA              11.0           7.00
## 16583                              Natick, MA              15.0          11.00
## 16584                            San Jose, CA               3.0           0.00
## 16589                    Bangalore, KA, India               2.0           2.00
## 16591                            New York, NY               2.0           2.00
## 16593                             Memphis, TN               2.0           1.00
## 16596                       San Francisco, CA               9.0           0.00
## 16603                           Sunnyvale, CA               3.0           3.00
## 16608                           Sunnyvale, CA              14.0           6.00
## 16609                              Dublin, CA               3.0           3.00
## 16611                             Redmond, WA               3.0           0.00
## 16618                            San Jose, CA              10.0           5.00
## 16622                        Philadelphia, PA              11.0           1.00
## 16633                            San Jose, CA               8.0           2.00
## 16635              London, EN, United Kingdom               7.0           3.00
## 16636                           Los Gatos, CA               6.0           2.00
## 16637              London, EN, United Kingdom               4.0           1.00
## 16640                           Sunnyvale, CA               2.0           0.00
## 16643                 Zurich, ZH, Switzerland              10.0           0.00
## 16646                              Austin, TX               7.0           3.00
## 16648                 Zurich, ZH, Switzerland               0.0           0.00
## 16650                             Seattle, WA               5.0           0.00
## 16655                             Oakland, CA               0.0           0.00
## 16657                             Redmond, WA               4.0           4.00
## 16660                              Vienna, VA               7.0           3.00
## 16662                     Berlin, BE, Germany               0.0           0.00
## 16669                       San Francisco, CA               6.0           2.00
## 16670                             Seattle, WA              20.0           0.00
## 16672                    Montreal, QC, Canada               9.0           1.00
## 16673                              Boston, MA               5.0           2.00
## 16676                       San Francisco, CA               6.0           2.00
## 16683                     Needham Heights, MA               7.0           2.50
## 16684                           St. Louis, MO              20.0           8.00
## 16687                              Austin, TX               1.0           0.00
## 16688                             Seattle, WA              21.0           3.00
## 16690                             Redmond, WA              12.0           0.00
## 16691                           Sunnyvale, CA               5.0           2.00
## 16692                             Seattle, WA              13.0          12.00
## 16696                              Austin, TX              15.0           8.00
## 16700                            Portland, OR              18.0           4.00
## 16701                            Seabrook, NH              10.0           3.00
## 16710                           Sunnyvale, CA               9.0           1.00
## 16711                    Toulouse, MI, France              16.0           1.00
## 16713                             Seattle, WA               8.0           4.00
## 16714                             Seattle, WA              17.0           5.00
## 16717                            Bellevue, WA               6.0           3.00
## 16720                   Sydney, NS, Australia               2.0           2.00
## 16722                   Stockholm, ST, Sweden               8.0           5.00
## 16729                       San Francisco, CA               6.0           3.00
## 16734              London, EN, United Kingdom              10.0           4.00
## 16741                   Stockholm, ST, Sweden               6.0           4.00
## 16746                     Zaragoza, AR, Spain               5.0           3.00
## 16747                   Stockholm, ST, Sweden              15.0           1.00
## 16748                        Lodz, LD, Poland               9.0           4.00
## 16757                              Boston, MA               8.0          10.00
## 16758                            New York, NY               5.0           1.00
## 16759                Singapore, SG, Singapore               5.0           0.00
## 16762                    Bengaluru, KA, India              10.0           3.00
## 16764              Amsterdam, NH, Netherlands              11.0           1.00
## 16771                       San Francisco, CA              14.0           1.00
## 16779                              Austin, TX              16.0           1.00
## 16780                            New York, NY               5.0           1.00
## 16798              London, EN, United Kingdom               2.0           2.00
## 16799                       San Francisco, CA               2.0           2.00
## 16800                             Seattle, WA               6.0           6.00
## 16822                           Cupertino, CA               2.0           2.00
## 16828                       San Francisco, CA              10.0           1.00
## 16834                    Hyderabad, AP, India               9.0           5.00
## 16835                           Los Gatos, CA              20.0           4.00
## 16839                           Palo Alto, CA               8.0           6.00
## 16841                       San Francisco, CA              16.0           3.00
## 16845                    Hamburg, HH, Germany              16.0           4.00
## 16847                   Sydney, NS, Australia              19.0           1.00
## 16858                           Sunnyvale, CA              20.0           3.50
## 16861                            New York, NY              12.0           0.00
## 16865                            San Jose, CA               9.0           2.00
## 16870                            San Jose, CA              11.0           5.00
## 16872                            San Jose, CA              10.0           4.00
## 16879                       San Francisco, CA               4.0           4.00
## 16880                           San Diego, CA              10.0           1.00
## 16886                   Vancouver, BC, Canada               8.0           0.00
## 16890                            Milpitas, CA               1.0           1.00
## 16891                            Bellevue, WA              15.0           9.00
## 16893                            New York, NY              12.0           6.00
## 16907                       San Francisco, CA               7.0           4.00
## 16909                          Menlo Park, CA              20.0           1.50
## 16914                            Kirkland, WA              13.0           3.00
## 16915                    Barcelona, CT, Spain              22.0           3.00
## 16919                             Seattle, WA               4.0           2.00
## 16925                           Cupertino, CA               4.0           2.00
## 16936                             Chicago, IL              32.0           1.00
## 16937                   Stockholm, ST, Sweden               4.0           4.00
## 16941                     Zaragoza, AR, Spain              10.0           1.00
## 16948                       San Francisco, CA               2.0           2.00
## 16964                    Plymouth Meeting, PA               0.0           0.00
## 16968                             Seattle, WA              15.0           8.00
## 16969                         Santa Clara, CA              10.0           6.00
## 16970                           Cupertino, CA              10.0           3.00
## 16976                             Seattle, WA               3.0           3.00
## 16978                             Seattle, WA               2.0           0.00
## 16982                   Vancouver, BC, Canada              16.0           2.50
## 16983                       Mountain View, CA               6.0           3.00
## 16986                             Seattle, WA               0.0           0.00
## 16987                              Boston, MA               6.0           0.00
## 16990                    Bangalore, KA, India               6.0           1.00
## 16991                            New York, NY              17.0          10.00
## 16996                       San Francisco, CA               2.0           1.50
## 17001                     Toronto, ON, Canada              15.0           1.00
## 17003                           Sunnyvale, CA              15.0           3.00
## 17009                          Menlo Park, CA              10.0           1.00
## 17010                             Atlanta, GA               4.0           2.00
## 17014                             Seattle, WA               3.0           2.00
## 17015                            San Jose, CA               6.0           5.00
## 17017                            San Jose, CA               2.0           2.00
## 17018                         Jersey City, NJ               2.0           2.00
## 17019                            New York, NY               5.0           5.00
## 17021                             Redmond, WA               3.0           0.00
## 17022                           Chantilly, VA              31.0           2.00
## 17023                        Redwood City, CA               6.0           1.00
## 17025                             Madison, WI               0.0           0.00
## 17026                             Redmond, WA               4.0           0.00
## 17027                            New York, NY               3.0           3.00
## 17041                            San Jose, CA              12.0           4.00
## 17047                          Menlo Park, CA               2.0           2.00
## 17048           Cambridge, EN, United Kingdom               4.0           3.00
## 17051                              Hudson, MA               4.0           1.00
## 17055                             Seattle, WA               6.0           6.00
## 17058                           Sunnyvale, CA               6.0           6.00
## 17067                             Seattle, WA              20.0           2.00
## 17074                            San Jose, CA               4.0           4.00
## 17077                         Santa Clara, CA               4.0           1.00
## 17085                            San Jose, CA               6.0           6.00
## 17090                            San Jose, CA               9.0           9.00
## 17095                             Redmond, WA               1.0           0.00
## 17097              London, EN, United Kingdom              10.0           6.00
## 17120                             Seattle, WA               3.0           3.00
## 17122                          Pleasanton, CA              10.0           0.00
## 17126                            New York, NY               7.0           7.00
## 17142                            New York, NY               6.0           3.00
## 17146                            San Jose, CA               3.0           5.00
## 17147                           Hillsboro, OR               4.0           4.00
## 17149                    Yorktown Heights, NY              23.0          23.00
## 17150                             Seattle, WA              10.0           3.00
## 17151                             Boulder, CO               7.0           7.00
## 17159                             Seattle, WA               9.0           5.00
## 17160                         Santa Clara, CA               8.0           8.00
## 17174                           Palo Alto, CA               2.0           0.00
## 17178                             Seattle, WA              12.0           5.00
## 17180                            New York, NY               2.0           1.00
## 17182                             Seattle, WA               5.0           5.00
## 17187                     Galway, GY, Ireland               3.0           0.60
## 17195                       San Francisco, CA              13.0           1.00
## 17200                             Seattle, WA              20.0           4.00
## 17203                            Bellevue, WA              14.0           3.00
## 17207                            San Jose, CA              19.0           2.00
## 17208                             Seattle, WA               0.0           0.00
## 17217                             Seattle, WA               3.0           1.00
## 17219                       San Francisco, CA              17.0          12.00
## 17222                       San Francisco, CA              16.0           0.00
## 17226                            Portland, OR               9.0           0.00
## 17228                             Fairfax, VA               1.0           1.00
## 17235                             Seattle, WA               9.0           2.00
## 17244                             Seattle, WA              10.0           7.00
## 17248                       San Francisco, CA               3.0           3.00
## 17250                             Redmond, WA              15.0           3.00
## 17257                             Seattle, WA              15.0           4.00
## 17267                         Santa Clara, CA              15.0           8.00
## 17269                           Palo Alto, CA              18.0           2.00
## 17284                           Sunnyvale, CA              10.0           0.00
## 17294                       San Francisco, CA               8.0           0.00
## 17297                            Kirkland, WA               2.0           3.00
## 17301                Bratislava, BL, Slovakia               7.0           6.00
## 17302                         Santa Clara, CA               5.0           5.00
## 17303                    Hyderabad, TS, India               5.0           4.00
## 17304                              Austin, TX              10.0           4.00
## 17310                    Bangalore, KA, India              11.0           1.00
## 17313                       San Francisco, CA              10.0           5.00
## 17314                         Los Angeles, CA               7.0           3.00
## 17325              London, EN, United Kingdom               6.0           0.00
## 17330                           Cupertino, CA               4.0           4.00
## 17331                           Cupertino, CA               2.0           2.00
## 17333                       Mountain View, CA              15.0           9.00
## 17337                       San Francisco, CA              12.0           0.50
## 17338                           Palo Alto, CA               9.0           4.00
## 17345                             Seattle, WA              12.0           6.00
## 17346                            Bellevue, WA               3.0           0.00
## 17353                           San Diego, CA               4.0           4.00
## 17355                           Cupertino, CA              10.0           0.00
## 17357                             Seattle, WA               1.0           1.00
## 17364                    Tel Aviv, TA, Israel              10.0           5.00
## 17371                       San Francisco, CA              12.0           2.00
## 17375                 South San Francisco, CA               8.0           1.00
## 17377                           Sunnyvale, CA               5.0           2.00
## 17378                         San Antonio, TX               8.0           8.00
## 17384                              Boston, MA               2.0           2.00
## 17385                             Seattle, WA               1.0           0.00
## 17386                             Redmond, WA               0.0           0.00
## 17393                       Mountain View, CA              11.0           1.00
## 17399                              Dallas, TX              18.0           4.00
## 17400                          Menlo Park, CA               4.0           1.00
## 17401                            San Jose, CA               8.0           2.00
## 17404                              Austin, TX               4.0           2.00
## 17407                             Seattle, WA               8.0           6.00
## 17410                           Los Gatos, CA              10.0           0.00
## 17417                             Seattle, WA               1.0           0.00
## 17431                       San Francisco, CA               4.0           2.00
## 17432                   Stockholm, ST, Sweden               7.0           7.00
## 17441                             Fairfax, VA               4.0           4.00
## 17444                            San Jose, CA              14.0           6.00
## 17445                             Herndon, VA               7.0           5.00
## 17448                            New York, NY               4.0           1.50
## 17449                            San Jose, CA              10.0           6.00
## 17457                       Mountain View, CA               2.0           2.00
## 17461                         Santa Clara, CA               8.0           8.00
## 17463                              Newton, MA               5.0           5.00
## 17468                         Santa Clara, CA               3.0           3.00
## 17470                           Sunnyvale, CA               2.0           2.00
## 17492                    Bangalore, KA, India              17.0           4.00
## 17495                           Cupertino, CA               6.0           1.00
## 17498                           Cambridge, MA              12.0           4.00
## 17502                              Dallas, TX               5.0           0.00
## 17505                            San Jose, CA               7.0           7.00
## 17509                             Seattle, WA               3.0           3.00
## 17510                             Seattle, WA               9.0           3.00
## 17512                             Seattle, WA              16.0           4.00
## 17513                 South San Francisco, CA               7.0           2.00
## 17514                             Seattle, WA              12.0           4.00
## 17519                            New York, NY               7.0           5.00
## 17520                            New York, NY              15.0           5.00
## 17521                            New York, NY              14.0          12.00
## 17531                            San Jose, CA               5.0           2.00
## 17532                             Seattle, WA               6.0           4.00
## 17534                             Seattle, WA              10.0           3.00
## 17538                         Foster City, CA               0.0           0.00
## 17540                            New York, NY               7.0           0.00
## 17544                             Seattle, WA               2.0           0.00
## 17547                    Hyderabad, TS, India               8.0           2.00
## 17553                       Mountain View, CA              10.0           4.00
## 17562                         Foster City, CA               2.0           2.00
## 17563                           San Diego, CA              16.0           1.00
## 17573                              Boston, MA               2.0           1.00
## 17577                             Seattle, WA              13.0           3.00
## 17579                           Palo Alto, CA               0.0           0.00
## 17591                           Sunnyvale, CA               3.0           1.00
## 17594                             Seattle, WA               8.0           4.00
## 17599                             Seattle, WA              15.0           3.00
## 17602                       San Francisco, CA               8.0           8.00
## 17603                           Beaverton, OR               7.0           4.00
## 17604                   Vancouver, BC, Canada              10.0           4.00
## 17620                         Jersey City, NJ              20.0           4.00
## 17621                   Vancouver, BC, Canada              21.0           3.00
## 17628                           Vancouver, WA              14.0          14.00
## 17635                              Austin, TX               4.0           4.00
## 17637                             Redmond, WA               4.0           1.00
## 17650                           Sunnyvale, CA               7.0           4.00
## 17651                             Redmond, WA               8.0           1.00
## 17653                           Cupertino, CA               4.0           0.00
## 17656                            San Jose, CA               4.0           4.00
## 17658                       Mountain View, CA               7.0           5.00
## 17660                            New York, NY               2.0           0.00
## 17664                            San Jose, CA               0.0           0.00
## 17667                             Redmond, WA               2.0           0.00
## 17682                   Vancouver, BC, Canada              10.0           9.00
## 17684                           Cupertino, CA               5.0           3.50
## 17687                            San Jose, CA               2.0           2.00
## 17702                         Los Angeles, CA               7.0           3.50
## 17703                             Seattle, WA               3.0           2.00
## 17715                            Bellevue, WA              17.0           3.00
## 17719                          Menlo Park, CA               5.0           3.00
## 17723                       San Francisco, CA              15.0          15.00
## 17727                              Denver, CO               8.0           3.00
## 17744                             Redmond, WA               4.0           3.00
## 17746                       San Francisco, CA               9.0           2.00
## 17752                           Arlington, VA               3.0           3.00
## 17758                             Buffalo, NY               4.0           2.50
## 17760                            San Jose, CA               2.0           2.00
## 17764                           Cupertino, CA               6.0           2.00
## 17767                           San Mateo, CA              16.0           5.00
## 17769                       San Francisco, CA               4.0           4.00
## 17781                           Sunnyvale, CA              20.0           3.00
## 17784                   Vancouver, BC, Canada              13.0           4.00
## 17787                           Sunnyvale, CA              12.0           3.00
## 17788                             Seattle, WA               5.0           2.00
## 17792                         Los Angeles, CA               5.0           1.00
## 17793                              Austin, TX              11.0           0.00
## 17796                             Redmond, WA               9.0           0.50
## 17797                       Mountain View, CA              12.0           6.00
## 17802                             Raleigh, NC               2.0           7.00
## 17806                             Seattle, WA              15.0           3.00
## 17810                            San Jose, CA              10.0          10.00
## 17811                              Austin, TX              10.0           4.00
## 17814                            New York, NY              14.0          12.00
## 17819                       San Francisco, CA               5.0           1.00
## 17829                            San Jose, CA               6.0           4.00
## 17849                       San Francisco, CA               6.0           2.00
## 17851                              Austin, TX              19.0           7.00
## 17855                            New York, NY              12.0           1.00
## 17857                             Boulder, CO              14.0           6.00
## 17860                           Sunnyvale, CA               9.0           9.00
## 17861                    Bengaluru, KA, India              11.0           7.00
## 17863                            San Jose, CA               4.0           4.00
## 17866                         Santa Clara, CA               8.0           8.00
## 17869                           Cupertino, CA              19.0           6.00
## 17875                Utrecht, UT, Netherlands               7.0           5.00
## 17880                           Hillsboro, OR               8.0           8.00
## 17887                         Jersey City, NJ              20.0          20.00
## 17893                        Redwood City, CA               1.0           0.00
## 17896                             Seattle, WA              13.0           1.00
## 17900                             Seattle, WA               9.0           9.00
## 17909              London, EN, United Kingdom               7.0           0.00
## 17910                             Redmond, WA               2.0           0.00
## 17912                          Washington, DC              10.0           2.00
## 17916                       San Francisco, CA              15.0           0.00
## 17925                         Santa Clara, CA              14.0           5.00
## 17927                          Menlo Park, CA               1.0           1.00
## 17933                       Mountain View, CA               8.0           4.00
## 17936                       San Francisco, CA               2.0           2.00
## 17938                   Walldorf, BW, Germany               6.0           6.00
## 17944                       San Francisco, CA               3.0           3.00
## 17945                          Washington, DC              10.0           2.00
## 17948                           Palo Alto, CA               7.0           0.00
## 17950                             Redmond, WA               2.0           0.00
## 17951                            Portland, OR               5.0           2.00
## 17956                         Culver City, CA              15.0          11.00
## 17960                             Seattle, WA               6.0           3.00
## 17962                       San Francisco, CA               6.0           6.00
## 17969                         Santa Clara, CA               0.0           0.00
## 17972                              Austin, TX               6.0           2.00
## 17976                             Chicago, IL               2.0           2.00
## 17979                             Redmond, WA              10.0           5.00
## 17980                       San Francisco, CA               4.0           1.00
## 17987                          El Segundo, CA              22.0          20.00
## 17988                            San Jose, CA               4.0           2.00
## 17990                         Bentonville, AR               5.0           1.00
## 17992                         Los Angeles, CA               7.0           5.00
## 17996                           Hillsboro, OR               3.0           3.00
## 17998                              Austin, TX              16.0           1.00
## 18005                       San Francisco, CA               8.0           4.00
## 18007                          Menlo Park, CA               5.0           5.00
## 18008                        Redwood City, CA              16.0           5.00
## 18013                     Berlin, BE, Germany              15.0           1.00
## 18026                            San Jose, CA               2.0           2.00
## 18029                             Seattle, WA              15.0           2.00
## 18030                            San Jose, CA               2.0           1.00
## 18031                            San Jose, CA               3.0           3.00
## 18032                            San Jose, CA               2.0           1.00
## 18033                           San Diego, CA               1.0           1.00
## 18037                       San Francisco, CA               9.0           1.00
## 18039                         Santa Clara, CA               7.0           0.00
## 18042                            San Jose, CA              19.0           6.00
## 18049                             Seattle, WA               6.0           3.00
## 18051                         Foster City, CA               9.0           5.00
## 18054                       Kiev, KC, Ukraine               4.0           1.00
## 18057                            New York, NY              15.0           4.00
## 18062                             Seattle, WA               2.0           0.00
## 18069                             Redmond, WA               0.0           0.00
## 18071                           Sunnyvale, CA              18.0           1.00
## 18073                       Mountain View, CA              20.0           8.00
## 18074                            New York, NY               7.0           3.00
## 18079                              Boston, MA               2.0           1.00
## 18080                       San Francisco, CA               9.0           2.00
## 18081                             Redmond, WA               0.0           0.00
## 18082                       San Francisco, CA              25.0           1.00
## 18088                           San Diego, CA              12.0           3.00
## 18090                 Zurich, ZH, Switzerland               6.0           1.00
## 18093                              Austin, TX               6.0           2.00
## 18094              London, EN, United Kingdom               9.0           1.00
## 18095                            New York, NY               7.0           2.00
## 18097                       San Francisco, CA              11.0           3.00
## 18103                           Hillsboro, OR               2.0           3.00
## 18106                             Seattle, WA              15.0           4.00
## 18117                           Sunnyvale, CA              10.0           6.00
## 18120                       San Francisco, CA               2.0           0.00
## 18122                Singapore, SG, Singapore               6.0           0.60
## 18124                            New York, NY               5.0           1.50
## 18126                             Seattle, WA              25.0           1.00
## 18130                              Warren, NJ              20.0          10.00
## 18131                           Hillsboro, OR              15.0          10.00
## 18140                           Sunnyvale, CA               9.0           0.00
## 18145                            San Jose, CA               2.0           2.00
## 18147                             Seattle, WA               2.0           0.00
## 18149                            New York, NY               4.0           2.00
## 18152                       San Francisco, CA               1.0           1.00
## 18153                             Seattle, WA               6.0           6.00
## 18163                       Mountain View, CA               5.0           0.00
## 18165                            New York, NY               5.0           1.00
## 18167                       Mountain View, CA              17.0          10.00
## 18170                       San Francisco, CA               4.0           4.00
## 18171                       San Francisco, CA               5.0           1.00
## 18172                           Sunnyvale, CA               3.0           3.00
## 18173                       Mountain View, CA               2.0           3.00
## 18174                            New York, NY               2.0           1.00
## 18177                              Boston, MA              15.0           8.00
## 18182                         Santa Clara, CA               8.0           8.00
## 18184                           Cupertino, CA              10.0           6.00
## 18186                          Menlo Park, CA               2.0           2.00
## 18195                       San Francisco, CA              17.0           2.00
## 18201                           San Diego, CA               4.0           1.00
## 18202                            San Jose, CA               3.0           2.00
## 18203                       San Francisco, CA               4.0           1.00
## 18208                             Buffalo, NY               4.0           3.00
## 18209                          Menlo Park, CA               3.0           2.00
## 18217                              Austin, TX               9.0           4.00
## 18221                             Seattle, WA              20.0          12.00
## 18228                             Redmond, WA               0.0           0.00
## 18232                         Santa Clara, CA               6.0           6.00
## 18238                       Mountain View, CA               7.0           1.00
## 18240                             Seattle, WA               6.0           1.00
## 18242                             Seattle, WA               8.0           4.00
## 18243                           Cupertino, CA              12.0           3.00
## 18245                            San Jose, CA               9.0           4.00
## 18249                             Redmond, WA              10.0           0.00
## 18255                             Seattle, WA               2.0           1.00
## 18258                           Arlington, VA               3.0           1.50
## 18259                             Seattle, WA               6.0           3.00
## 18270                            San Jose, CA               4.0           3.00
## 18271                           Palo Alto, CA               4.0           4.00
## 18283                    Bengaluru, KA, India               0.0           0.00
## 18287                             Seattle, WA              10.0           3.00
## 18291                       San Francisco, CA               2.0           0.00
## 18292                      Moscow, MC, Russia               7.0           0.00
## 18293                    Bengaluru, KA, India               0.0           0.00
## 18296                            San Jose, CA              16.0           4.50
## 18298                             Seattle, WA               2.0           0.00
## 18304                       San Francisco, CA               2.0           2.00
## 18306                           Sunnyvale, CA               2.0           2.00
## 18307                            Bellevue, WA               4.0           0.00
## 18310                            Kirkland, WA              18.0           6.00
## 18313                       Madrid, MD, Spain               5.0           0.00
## 18314                              Austin, TX               4.0           4.00
## 18315                            San Jose, CA              20.0           3.00
## 18317                       Mountain View, CA               9.0           6.00
## 18320                       San Francisco, CA               5.0           0.00
## 18324                       San Francisco, CA               1.0           1.00
## 18326                              Denver, CO              12.0           4.00
## 18329                       San Francisco, CA               2.0           0.00
## 18330                       San Francisco, CA               5.0           1.00
## 18334                             Seattle, WA               3.0           0.00
## 18335                             Redmond, WA              12.0           0.00
## 18339                             Seattle, WA               8.0           1.00
## 18346                            San Jose, CA               6.0           2.00
## 18347                            Sterling, VA               4.0           3.00
## 18348                         Santa Clara, CA               3.0           3.00
## 18350                           Sunnyvale, CA               9.0           3.00
## 18352                             Seattle, WA              14.0           1.00
## 18355                       Mountain View, CA               0.0           0.00
## 18358                           Charlotte, NC              10.0           2.00
## 18361                             Redmond, WA               7.0           0.00
## 18372                           San Mateo, CA              15.0           1.00
## 18374                             Seattle, WA               1.0           1.00
## 18375                            New York, NY               3.0           3.00
## 18376                          Pittsburgh, PA               2.0           1.00
## 18377                   Vancouver, BC, Canada              15.0           0.00
## 18378                       San Francisco, CA               4.0           2.00
## 18384                             Seattle, WA               4.0           0.00
## 18385                       San Francisco, CA               2.0           2.00
## 18386                       San Francisco, CA              10.0           0.00
## 18387                             Seattle, WA               6.0           0.00
## 18393                       San Francisco, CA              20.0          10.00
## 18396                           Sunnyvale, CA               3.0           0.00
## 18397                             Chicago, IL               2.0           2.00
## 18403                    Hyderabad, AP, India              14.0          14.00
## 18404                       Mountain View, CA              10.0           3.00
## 18413                              Boston, MA              16.0          13.00
## 18414                       San Francisco, CA               5.0           5.00
## 18415                    Tel Aviv, TA, Israel               8.0           2.00
## 18421                            New York, NY               3.0           3.00
## 18425              Amsterdam, NH, Netherlands               4.0           4.00
## 18427                         Bentonville, AR               4.0           0.00
## 18428                              Austin, TX               5.0           3.00
## 18432                             Seattle, WA               7.0           3.00
## 18433                             Seattle, WA               3.0           0.00
## 18436                           Sunnyvale, CA               4.0           4.00
## 18440                             Seattle, WA               2.0           2.00
## 18445                           Cupertino, CA               0.0           0.00
## 18447                             Redmond, WA               3.0           0.00
## 18450                              Boston, MA              14.0           2.00
## 18451                       San Francisco, CA              10.0           5.00
## 18457                       Mountain View, CA              13.0           8.00
## 18459                           Palo Alto, CA               2.0           0.00
## 18462                             Seattle, WA               5.0           0.00
## 18467                             Seattle, WA               7.0           4.00
## 18470                             Seattle, WA               5.0           5.00
## 18476                             Seattle, WA               7.0           7.00
## 18480                     Calgary, AB, Canada               3.0           1.00
## 18484                             Redmond, WA               2.0           2.00
## 18487                            New York, NY              16.0          12.00
## 18492                           Sunnyvale, CA               2.0           2.00
## 18493                           St. Louis, MO               5.0           5.00
## 18495                             Herndon, VA               4.0           1.00
## 18498                           Cambridge, MA              15.0           1.00
## 18499                         Minneapolis, MN               7.0           0.50
## 18500                    Bangalore, KA, India               4.0           4.00
## 18503                             Seattle, WA               0.0           0.00
## 18513                          Greenville, SC               3.0           2.00
## 18514                            New York, NY               3.0           1.50
## 18522                       San Francisco, CA              10.0           3.00
## 18524                            New York, NY              10.0           7.00
## 18525                             Redmond, WA               6.0           0.00
## 18527                           Sunnyvale, CA              30.0           0.00
## 18538                             Redmond, WA               8.0           0.00
## 18540                             Seattle, WA              14.0           1.00
## 18541                           Sunnyvale, CA               3.0           0.00
## 18545                       Mountain View, CA               3.0           0.00
## 18548                          Sacramento, CA              15.0           4.00
## 18549                         Santa Clara, CA               6.0           1.00
## 18551                       San Francisco, CA               9.0           0.00
## 18555                             Chicago, IL               5.0           1.00
## 18559                   Stockholm, ST, Sweden               6.0           2.00
## 18561                              Hudson, MA               4.0           4.00
## 18562                           Sunnyvale, CA               2.0           0.00
## 18567                       San Francisco, CA               5.0           3.00
## 18571                            San Jose, CA              16.0           2.00
## 18572                           Palo Alto, CA               2.0           1.00
## 18578                       Mountain View, CA              12.0           1.00
## 18601                         Jersey City, NJ               3.0           3.00
## 18606                             Seattle, WA               1.0           0.00
## 18610                         Los Angeles, CA               2.0           2.00
## 18611              Amsterdam, NH, Netherlands               7.0           3.50
## 18612                       Santa Barbara, CA               8.0           1.00
## 18615                              Boston, MA               0.0           0.00
## 18616                     Toronto, ON, Canada              10.0           7.00
## 18621                             Chicago, IL               8.0           3.50
## 18623                             Seattle, WA               2.0           2.00
## 18624                         Santa Clara, CA               3.0           3.00
## 18634                           Champaign, IL               2.0           2.00
## 18646                             Seattle, WA               7.0           6.00
## 18647                         Jersey City, NJ               1.0           0.00
## 18654                           Sunnyvale, CA               3.0           0.00
## 18655                             Seattle, WA               4.0           4.00
## 18657                   Vancouver, BC, Canada              15.0           2.00
## 18658                          Menlo Park, CA               5.0           0.00
## 18659                             Redmond, WA              12.0           7.00
## 18660                            Portland, OR              10.0           0.00
## 18661                            New York, NY               2.0           0.00
## 18666                          Glen Allen, VA              19.0           0.00
## 18676                         Santa Clara, CA               7.0           1.00
## 18679                            Chandler, AZ               4.0           3.00
## 18682                          Menlo Park, CA              10.0           2.00
## 18683                              Folsom, CA              13.0          10.00
## 18684                            Bellevue, WA              15.0           1.00
## 18685                          Menlo Park, CA              24.0           0.00
## 18693                             Redmond, WA               0.0           0.00
## 18702                       San Francisco, CA               5.0           2.00
## 18703                       San Francisco, CA              10.0           5.00
## 18705                             Chicago, IL               6.0           1.00
## 18707                             Redmond, WA              12.0           1.00
## 18708                              Boston, MA               8.0           2.00
## 18713                          Menlo Park, CA               9.0           0.00
## 18714                           Cupertino, CA              10.0           5.00
## 18716                       San Francisco, CA               7.0           5.00
## 18719                           Palo Alto, CA              20.0           2.00
## 18729                       Mountain View, CA               6.0           0.00
## 18734                           Sunnyvale, CA               3.0           0.00
## 18742                    Bangalore, KA, India              20.0          20.00
## 18743                           Sunnyvale, CA               9.0           2.50
## 18746                           Cupertino, CA               7.0           5.00
## 18747                             Seattle, WA               4.0           0.00
## 18748              Amsterdam, NH, Netherlands               6.0           2.00
## 18756                           Sunnyvale, CA              10.0           8.50
## 18762                             Seattle, WA               1.0           0.00
## 18766                           Sunnyvale, CA               2.0           0.00
## 18767                             Seattle, WA              10.0           1.00
## 18768                           Sunnyvale, CA               5.0           3.00
## 18776                           Palo Alto, CA               3.0           1.00
## 18777                             Seattle, WA              14.0           7.00
## 18780                              Dallas, TX              10.0           0.00
## 18784                             Redmond, WA               2.0           1.00
## 18788                              Austin, TX               6.0           6.00
## 18791              Luxembourg, LU, Luxembourg               1.0           1.00
## 18792                           San Diego, CA               2.0           0.00
## 18798                            New York, NY              10.0           5.00
## 18800              London, EN, United Kingdom               6.0           0.00
## 18814                             Boulder, CO               6.0           0.00
## 18820                           Cupertino, CA              12.0          10.00
## 18821                         Santa Clara, CA               7.0           7.00
## 18823                       Mountain View, CA               3.0           1.00
## 18827                            New York, NY               2.0           2.00
## 18838                       San Francisco, CA               0.0           1.00
## 18840                       San Francisco, CA               3.0           3.00
## 18843                           Hillsboro, OR              13.0           4.00
## 18849                             Fremont, CA               2.0           2.00
## 18861                           San Mateo, CA               2.0           2.00
## 18865                              Natick, MA               0.0           0.00
## 18867                           Cupertino, CA               4.0           3.00
## 18869                           Sunnyvale, CA               2.0           2.00
## 18872                             Seattle, WA               3.0           3.00
## 18875                       San Francisco, CA               5.0           2.00
## 18876                           San Diego, CA              11.0          12.00
## 18878                             Seattle, WA               5.0           5.00
## 18880                             Atlanta, GA               6.0           3.00
## 18881                            New York, NY               7.0           0.00
## 18895                             Redmond, WA              25.0           3.00
## 18899                            New York, NY               2.0           1.00
## 18900                           San Diego, CA              12.0           1.00
## 18917                           Cupertino, CA               5.0           1.00
## 18928                             Seattle, WA              17.0           5.00
## 18929                     Berlin, BE, Germany               2.0           0.00
## 18935                        Redwood City, CA               6.0           4.00
## 18941                            New York, NY               8.0           1.00
## 18943                             Redmond, WA              10.0           7.00
## 18950                            Pasadena, CA               9.0           3.00
## 18952                              Dublin, CA               4.0           0.00
## 18956                        Ballston Spa, NY               8.0           8.00
## 18959                            Bellevue, WA               4.0           0.00
## 18961              Belo Horizonte, MG, Brazil               9.0           5.00
## 18962                            New York, NY              15.0           7.00
## 18967                          Pleasanton, CA               4.0           4.00
## 18968                             Redmond, WA               5.0           0.00
## 18970                             Seattle, WA              13.0           8.50
## 18971                       San Francisco, CA              13.0           0.00
## 18972                           Sunnyvale, CA               2.0           0.00
## 18973                           Sunnyvale, CA               2.0           1.00
## 18974                             Seattle, WA               3.0           0.00
## 18976                              Boston, MA               4.0           1.00
## 18981                       San Francisco, CA              12.0           8.00
## 18984                            New York, NY              12.0           7.00
## 18993                       San Francisco, CA              12.0           3.00
## 19000                           Palo Alto, CA               5.0           0.00
## 19003                            Bellevue, WA               7.0           6.00
## 19012                       San Francisco, CA               5.0           1.00
## 19015                             Seattle, WA              21.0          19.00
## 19016                            Bellevue, WA               5.0           5.00
## 19025                            Bellevue, WA               9.0           7.00
## 19026                       Mountain View, CA               3.0           1.00
## 19032                       Mountain View, CA               3.0           0.00
## 19033                       San Francisco, CA              10.0           1.00
## 19044                           Palo Alto, CA               1.0           1.00
## 19046                       San Francisco, CA              10.0           3.00
## 19051                              Boston, MA               6.0           3.00
## 19055                       San Francisco, CA               7.0           0.00
## 19057                           San Diego, CA               6.0           6.00
## 19059                         Santa Clara, CA              15.0           2.00
## 19069                             Redmond, WA               7.0           0.00
## 19075                            New York, NY               8.0           6.00
## 19079                       San Francisco, CA               7.0           2.00
## 19081              London, EN, United Kingdom               0.0           0.00
## 19090                           San Diego, CA               8.0           8.00
## 19093                            San Jose, CA               9.0           1.50
## 19097                           San Bruno, CA               1.0           1.00
## 19098                           Sunnyvale, CA              15.0           7.00
## 19099                          Pittsburgh, PA               2.0           2.00
## 19101                            New York, NY               6.0           1.00
## 19114                             Seattle, WA               7.0           0.00
## 19118                           Cupertino, CA               2.0           0.00
## 19121                       San Francisco, CA               3.0           1.00
## 19125                            San Jose, CA               1.0           1.00
## 19133                    Edmonton, AB, Canada               7.0           3.00
## 19135                         Santa Clara, CA               2.0           2.00
## 19136                             Seattle, WA              11.0          10.00
## 19140                            San Jose, CA               4.0           3.50
## 19144                             Seattle, WA               5.0           0.00
## 19151                             Atlanta, GA              20.0           2.00
## 19154                            San Jose, CA              10.0           6.00
## 19158                             Seattle, WA               9.0           0.00
## 19164                             Redmond, WA              10.0           3.00
## 19168                            New York, NY              15.0           1.00
## 19179                      Beijing, BJ, China               9.0           0.00
## 19186                             Seattle, WA              14.0           3.00
## 19190                    Bangalore, KA, India               8.0           4.00
## 19191              London, EN, United Kingdom              15.0           0.00
## 19193                             Seattle, WA               1.0           1.00
## 19194                            San Jose, CA               1.0           0.00
## 19203                           San Diego, CA               4.0           0.00
## 19204                             Redmond, WA               0.0           0.00
## 19206                             Seattle, WA               6.0           0.00
## 19212                             Seattle, WA               6.0           3.00
## 19215                       Mountain View, CA              15.0           1.50
## 19217                             Seattle, WA               7.0           0.00
## 19221                       San Francisco, CA               1.0           1.00
## 19222                             Seattle, WA               4.0           4.00
## 19229                           Cupertino, CA               0.0           0.00
## 19234                            New York, NY               3.0           3.00
## 19236                             Redmond, WA              10.0           2.00
## 19238                        Redwood City, CA               0.0           0.00
## 19242                             Seattle, WA              12.0           0.00
## 19246                             Seattle, WA               8.0           8.00
## 19247                             Seattle, WA               6.0           3.00
## 19252                            New York, NY               6.0           3.00
## 19253              Amsterdam, NH, Netherlands              10.0           1.00
## 19254                           Cupertino, CA               2.0           1.00
## 19261                           Sunnyvale, CA               8.0           0.00
## 19263                              Austin, TX               5.0           3.00
## 19274                           Cupertino, CA               5.0           2.00
## 19275                           Sunnyvale, CA               3.0           3.00
## 19277                            New York, NY               4.0           1.50
## 19282                           Cupertino, CA               2.0           2.00
## 19284                             Seattle, WA              10.0           2.00
## 19287                             Seattle, WA               4.0           4.00
## 19288                            Portland, OR              10.0          10.00
## 19291                       Mountain View, CA               3.0           3.00
## 19292                             Redmond, WA               7.0           2.00
## 19296                           Arlington, VA               3.0           0.00
## 19299              London, EN, United Kingdom              30.0          14.00
## 19300                            Portland, OR              20.0           9.00
## 19304                           Palo Alto, CA               6.0           1.20
## 19305                    Bengaluru, KA, India              11.0           7.00
## 19312                             Seattle, WA               8.0           3.00
## 19313                             Seattle, WA              10.0           4.00
## 19316                             Seattle, WA               7.0           0.00
## 19318                           Palo Alto, CA               6.0           0.00
## 19325                              Boston, MA               4.0           1.00
## 19331                             Seattle, WA               8.0           6.00
## 19334                          Menlo Park, CA               6.0           0.00
## 19340                        Noida, UP, India              16.0          10.00
## 19342                       San Francisco, CA               2.0           0.00
## 19345                             Atlanta, GA              10.0           3.00
## 19348                            Milpitas, CA               8.0           6.00
## 19350                           San Diego, CA               0.0           0.00
## 19351                 Zurich, ZH, Switzerland               1.0           1.00
## 19354                            New York, NY              10.0           0.00
## 19355              London, EN, United Kingdom              14.0           2.00
## 19356                             Seattle, WA               4.0           0.00
## 19362                             Redmond, WA               2.0           0.00
## 19371                          Menlo Park, CA               4.0           0.00
## 19374                    Lisbon, LI, Portugal               2.0           2.00
## 19375                         San Antonio, TX              10.0           5.00
## 19379                       San Francisco, CA               6.0           2.00
## 19384                       San Francisco, CA               4.0           0.00
## 19385                            San Jose, CA              10.0           5.00
## 19386                             Boulder, CO              20.0           1.00
## 19389                           Sunnyvale, CA               7.0           2.00
## 19393                        Florham Park, NJ               5.0           0.00
## 19396                             Fremont, CA               3.0           0.00
## 19404                             Seattle, WA               8.0           6.00
## 19407                     Sofia, SF, Bulgaria              19.0           2.00
## 19409                             Seattle, WA               7.0           3.00
## 19413                       San Francisco, CA              10.0           1.00
## 19417                         Santa Clara, CA               2.0           0.00
## 19423                             Seattle, WA               9.0           0.00
## 19424                          Menlo Park, CA               5.0           0.00
## 19434              Amsterdam, NH, Netherlands               5.0           0.00
## 19435                         Santa Clara, CA               2.0           0.00
## 19437                          Washington, DC               4.0           2.00
## 19439                            New York, NY               9.0           4.00
## 19443                    Bengaluru, KA, India               7.0           0.00
## 19444                          Washington, DC              26.0           1.00
## 19449                           Cambridge, MA               4.0           4.00
## 19454                              Boston, MA               7.0           2.00
## 19456                          Menlo Park, CA               4.0           0.00
## 19464                           Palo Alto, CA              12.0           1.00
## 19470                           Sunnyvale, CA              14.0           4.00
## 19474                              Boston, MA               3.0           3.00
## 19475                             Seattle, WA               0.0           0.00
## 19476                            Bellevue, WA               4.0           1.00
## 19478                           Sunnyvale, CA               6.0           1.00
## 19479                       San Francisco, CA               4.0           4.00
## 19485                       Mountain View, CA               0.0           0.00
## 19488                             Seattle, WA              10.0           2.00
## 19489                             Redmond, WA              12.0           1.00
## 19492                       San Francisco, CA               2.0           2.00
## 19494                         Santa Clara, CA              12.0           1.00
## 19498                           Palo Alto, CA               4.0           3.00
## 19503                           Cupertino, CA              15.0           2.00
## 19521                            New York, NY              14.0           0.00
## 19522                             Seattle, WA              20.0           4.00
## 19533                              Newark, NJ               1.0           1.00
## 19535                             Seattle, WA               4.0           4.00
## 19539                             Redmond, WA               3.0           3.00
## 19547                              Austin, TX               4.0           4.00
## 19549                           Sunnyvale, CA              10.0           1.00
## 19552                             Seattle, WA               0.0           0.00
## 19553                           San Diego, CA               8.0           8.00
## 19556                             Seattle, WA               5.0           5.00
## 19557                            San Jose, CA               7.0           7.00
## 19558                              Boston, MA               0.0           0.00
## 19560                            New York, NY               3.0           0.00
## 19561                             Phoenix, AZ               7.0           6.00
## 19562                           Cupertino, CA              14.0           0.00
## 19566                             Seattle, WA               9.0           6.00
## 19569                            Portland, OR              10.0          10.00
## 19570                   Vancouver, BC, Canada               3.0           0.00
## 19573                       San Francisco, CA               4.0           1.00
## 19577                            New York, NY               5.0           0.00
## 19579                           Cambridge, MA               1.0           1.00
## 19584                            San Jose, CA              18.0          13.00
## 19586                       San Francisco, CA               8.0           3.00
## 19588                           Palo Alto, CA              12.0           5.00
## 19589                       Mountain View, CA               9.0           1.00
## 19592                              Boston, MA               5.0           5.00
## 19606                      Chennai, TN, India              11.0           8.00
## 19611                             Seattle, WA               5.0           3.00
## 19612                       Mountain View, CA              10.0           5.00
## 19615                       San Francisco, CA               7.0           1.00
## 19618                           Cupertino, CA              11.0           4.00
## 19619                               Plano, TX               7.0           1.00
## 19621                            Bellevue, WA               2.0           0.00
## 19622                             Seattle, WA               2.0           0.00
## 19624                             Seattle, WA              20.0           2.00
## 19626                           Sunnyvale, CA               1.0           0.00
## 19634                            New York, NY               6.0           3.00
## 19638                     Dublin, DN, Ireland               4.0           0.50
## 19646                         Santa Clara, CA               6.0           6.00
## 19654                           Palo Alto, CA               2.0           2.00
## 19655                             Seattle, WA               5.0           1.00
## 19657                         Santa Clara, CA              10.0           4.00
## 19659                       San Francisco, CA               7.0           4.00
## 19663                           Sunnyvale, CA               6.0           6.00
## 19664                             Redmond, WA              20.0           0.00
## 19665                           Baltimore, MD              16.0           0.00
## 19667                           Baltimore, MD              16.0          16.00
## 19668                           San Diego, CA               2.0           2.00
## 19674                             Seattle, WA               9.0           8.00
## 19678                         Santa Clara, CA               7.0           7.00
## 19681                          Cincinnati, OH               5.0           5.00
## 19689                         Kansas City, MO               2.0           1.00
## 19690              London, EN, United Kingdom               6.0           0.00
## 19693                           Cupertino, CA               4.0           0.00
## 19694                            New York, NY               3.0           0.00
## 19701                             Seattle, WA              12.0           7.00
## 19710                       San Francisco, CA               8.0           3.50
## 19713                            New York, NY               4.0           1.00
## 19718                       San Francisco, CA               2.0           0.00
## 19723                       San Francisco, CA               8.0           0.00
## 19724                           Cupertino, CA               5.0           3.00
## 19726                           Daly City, CA              31.0          24.00
## 19728                       San Francisco, CA               7.0           0.00
## 19734                       San Francisco, CA               7.0           0.00
## 19738                              Natick, MA               4.0           2.00
## 19741                             Seattle, WA               5.0           2.00
## 19749                             Seattle, WA              15.0           0.00
## 19750                       San Francisco, CA               7.0           1.00
## 19752                          Huntsville, AL               5.0           3.00
## 19759                            New York, NY               2.0           0.00
## 19767                              Boston, MA               8.0           1.00
## 19774                       San Francisco, CA              15.0           2.00
## 19775                           Palo Alto, CA               8.0           4.50
## 19776                       San Francisco, CA               5.0           0.50
## 19777                             Seattle, WA               0.0           0.00
## 19779                       Mountain View, CA               3.0           0.00
## 19781                            San Jose, CA               5.0           1.00
## 19788                       San Francisco, CA               1.0           0.50
## 19789                       San Francisco, CA              10.0           4.00
## 19791                            San Jose, CA               7.0           5.00
## 19792                               Tempe, AZ               3.0           3.00
## 19793                     Dublin, DN, Ireland               9.0           1.00
## 19794                             Chicago, IL               3.0           1.00
## 19795                         Los Angeles, CA               4.0           1.00
## 19796                              Boston, MA               2.0           2.00
## 19798                            Secaucus, NJ               9.0           2.00
## 19799                            New York, NY               8.0           1.00
## 19804                             Seattle, WA              16.0           7.00
## 19807              London, EN, United Kingdom              10.0           4.00
## 19809                          Washington, DC              15.0           8.00
## 19820                             Seattle, WA               1.0           1.00
## 19826                           San Diego, CA               5.0           1.00
## 19829                            New York, NY              12.0           6.00
## 19830                    Bengaluru, KA, India              16.0          12.00
## 19839                            San Jose, CA              15.0           3.00
## 19840                       San Francisco, CA               9.0           2.00
## 19843                             Seattle, WA              10.0           0.00
## 19844                          Pittsburgh, PA              17.0           2.00
## 19849              London, EN, United Kingdom              12.0           0.00
## 19852                             Seattle, WA               3.0           3.00
## 19857                            San Jose, CA               4.0           2.00
## 19859                           Cambridge, MA              15.0           5.00
## 19860                             Seattle, WA               6.0           6.00
## 19861                    Bangalore, KA, India               8.0           4.00
## 19865                           Cupertino, CA               8.0           4.00
## 19869                       San Francisco, CA               9.0           1.00
## 19873                       San Francisco, CA               4.0           4.00
## 19874                       San Francisco, CA               4.0           4.00
## 19876                             Redmond, WA               1.0           0.00
## 19879                           Palo Alto, CA               8.0           2.00
## 19880                             Seattle, WA              10.0           3.50
## 19881                             Redmond, WA              14.0          14.00
## 19885                          Menlo Park, CA               4.0           0.00
## 19887                         Santa Clara, CA              10.0          10.00
## 19899                           San Mateo, CA              15.0           4.00
## 19901                            Bellevue, WA               9.0           4.20
## 19903                             Seattle, WA              18.0           3.00
## 19906                             Seattle, WA               1.0           1.00
## 19908                           Palo Alto, CA              10.0           4.00
## 19912                             Redmond, WA               3.0           3.00
## 19913                           Cupertino, CA              10.0           5.00
## 19917                       Mountain View, CA               2.0           2.00
## 19919                       San Francisco, CA              10.0           3.00
## 19922                       Mountain View, CA              14.0           1.80
## 19931                            San Jose, CA              20.0           8.00
## 19932                              Reston, VA              25.0           0.00
## 19938                             Seattle, WA               2.0           0.00
## 19943                             Seattle, WA               9.0           5.00
## 19944                             Redmond, WA               2.0           0.50
## 19946                             Seattle, WA               3.0           0.00
## 19948                           Sunnyvale, CA               8.0           4.00
## 19956                            New York, NY               5.0           5.00
## 19958                              Folsom, CA               2.0           1.00
## 19961                           Sunnyvale, CA               1.0           1.00
## 19967                             Phoenix, AZ               1.0           1.00
## 19970                       San Francisco, CA              20.0           5.00
## 19971                           San Diego, CA               5.0           2.00
## 19972                             Seattle, WA              11.0           3.00
## 19978                      Warsaw, MZ, Poland              10.0           9.00
## 19979                           San Diego, CA               4.0           2.00
## 19983                       Mountain View, CA               7.0           1.00
## 19985                              Austin, TX               0.0           0.00
## 19986                             Seattle, WA               1.0           1.00
## 19988                             Seattle, WA              10.0           4.00
## 19989                   Walldorf, BW, Germany               3.0           0.00
## 19997                            Bellevue, WA               6.0           6.00
## 20001                       San Francisco, CA              10.0           1.00
## 20003                             Fairfax, VA               1.0           1.00
## 20004                          Menlo Park, CA               8.0           0.00
## 20005                            Kirkland, WA              16.0           1.00
## 20010                             Redmond, WA              19.0           7.00
## 20015                       San Francisco, CA               2.0           1.00
## 20018                             Redmond, WA               2.0           2.00
## 20021                              Boston, MA               7.0           5.00
## 20024                             Atlanta, GA               4.0           0.00
## 20025                       San Francisco, CA              10.0           0.00
## 20037                         Bentonville, AR              11.0           5.00
## 20041                       San Francisco, CA               8.0           8.00
## 20043                Melbourne, VI, Australia               7.0           2.00
## 20045                    Bengaluru, KA, India               3.0           3.00
## 20050                           Palo Alto, CA              10.0           0.00
## 20051                              Folsom, CA              13.0          11.00
## 20054                            Bellevue, WA              20.0           3.00
## 20055                       San Francisco, CA               1.0           1.00
## 20060                     Berlin, BE, Germany               0.0           0.00
## 20062                              Denver, CO               5.0           5.00
## 20068                             Seattle, WA               3.0           3.00
## 20069                            San Jose, CA               3.0           1.00
## 20071                           San Diego, CA              12.0           5.00
## 20074                             Chicago, IL               5.0           1.00
## 20077                       San Francisco, CA              10.0           1.00
## 20082                            San Jose, CA               5.0           0.50
## 20089             Cape Town, WC, South Africa               8.0           4.00
## 20091                           San Diego, CA              20.0           5.00
## 20093                              Irvine, CA               7.0           0.00
## 20102                           Sunnyvale, CA              18.0           2.00
## 20104                           Hillsboro, OR              20.0          20.00
## 20105                          Emeryville, CA               4.0           3.00
## 20108                           Cupertino, CA              12.0           2.50
## 20113                            Bellevue, WA              15.0           2.50
## 20115                           Cambridge, MA               1.0           1.00
## 20116                            New York, NY               6.0           3.00
## 20119                           Sunnyvale, CA              15.0           5.00
## 20128                            Chandler, AZ               2.0           2.00
## 20131                      Gurgaon, HR, India               6.0           2.00
## 20132                           San Diego, CA              12.0           1.00
## 20134                    Hyderabad, TS, India              12.0           5.00
## 20136                           Palo Alto, CA              15.0           1.00
## 20140                           Cupertino, CA               3.0           2.00
## 20145                           Palo Alto, CA               8.0           4.00
## 20154                              Austin, TX               6.0           1.00
## 20158                            Bellevue, WA               1.0           0.00
## 20161                       San Francisco, CA               2.0           2.00
## 20166                       Mountain View, CA               0.0           0.00
## 20167                       Mountain View, CA               0.0           0.00
## 20171                          Menlo Park, CA              20.0           0.00
## 20173                       Mountain View, CA               7.0           4.00
## 20175                            New York, NY               5.0           3.00
## 20185                       San Francisco, CA               8.0           0.00
## 20193                          Washington, DC               2.0           0.00
## 20194                       San Francisco, CA               5.0           3.00
## 20198                         Los Angeles, CA               2.0           2.00
## 20203                             Seattle, WA              10.0           1.00
## 20212                             Atlanta, GA               0.0           0.00
## 20222                         Jersey City, NJ               4.0           4.00
## 20223                           Cupertino, CA              15.0           1.00
## 20224                       San Francisco, CA              10.0           3.00
## 20229                 Geneva, GE, Switzerland              12.0           3.00
## 20233                   San Juan Bautista, CA              16.0           6.00
## 20234                   San Juan Bautista, CA              16.0           6.00
## 20236                         Marlborough, MA               0.0           0.00
## 20240                               Plano, TX              11.0           8.00
## 20243                             Seattle, WA               9.0           4.00
## 20245                          Menlo Park, CA               7.0           0.00
## 20252                            San Jose, CA               7.0           4.00
## 20253                             Seattle, WA               8.0           7.00
## 20254                             Needham, MA              14.0           8.00
## 20256                              Boston, MA              15.0           2.00
## 20262                            Bellevue, WA              30.0           5.00
## 20267                           Sunnyvale, CA              19.0           3.00
## 20273                              Dallas, TX               5.0           3.00
## 20274                             Redmond, WA               4.0           2.00
## 20276                             Seattle, WA               9.0           4.00
## 20278                          Pleasanton, CA              18.0           6.00
## 20281                             Seattle, WA              14.0          10.00
## 20287                       San Francisco, CA               9.0           2.00
## 20290                    Hyderabad, TS, India               9.0           3.00
## 20302                       Mountain View, CA              13.0           0.00
## 20310                        Philadelphia, PA               8.0           5.00
## 20313                         Jersey City, NJ               0.0           0.00
## 20318                           Cupertino, CA               9.0           4.00
## 20321                            New York, NY               6.0           0.00
## 20324                           San Diego, CA               1.0           1.00
## 20329                           Sunnyvale, CA              15.0           2.00
## 20332                       San Francisco, CA               4.0           2.00
## 20339                       San Francisco, CA               2.0           0.00
## 20340                       San Francisco, CA               2.0           0.00
## 20349                            New York, NY               1.0           1.00
## 20351                             Seattle, WA               0.0           0.00
## 20353              London, EN, United Kingdom               2.0           2.00
## 20354                       San Francisco, CA              10.0           0.00
## 20358                       San Francisco, CA               2.0           2.00
## 20360                          Burlington, MA               7.0           3.00
## 20364                    Bangalore, KA, India              15.0           1.00
## 20365                        Cedar Rapids, IA               8.0           5.00
## 20366                            New York, NY               1.0           1.00
## 20372                         Santa Clara, CA              10.0           4.00
## 20375                       San Francisco, CA              16.0           1.00
## 20380                    Hyderabad, TS, India              12.0           0.00
## 20382                            Bellevue, WA              11.0          10.00
## 20388                              Boston, MA               1.0           1.00
## 20389                       San Francisco, CA               6.0           1.00
## 20392                           Hillsboro, OR               1.0           1.00
## 20397                         Santa Clara, CA               8.0           8.00
## 20410              London, EN, United Kingdom              12.0           0.00
## 20418                            New York, NY               2.0           2.00
## 20420                             Seattle, WA               0.0           0.00
## 20422                       San Francisco, CA              10.0           1.50
## 20440                             Redmond, WA               1.0           0.00
## 20443                           San Diego, CA               7.0           4.00
## 20447                              Austin, TX               0.0           0.00
## 20451                        Santa Monica, CA               2.0           2.00
## 20452                           Hillsboro, OR               0.0           0.00
## 20463                           Sunnyvale, CA              11.0           5.00
## 20466                         Santa Clara, CA               3.0           2.00
## 20470                         Foster City, CA               3.0           2.00
## 20477                   Bangkok, BM, Thailand              10.0           4.00
## 20482                             Redmond, WA               6.0           1.00
## 20484                             Seattle, WA              10.0           2.00
## 20485                            Richmond, VA               4.0           1.00
## 20490                           Arlington, VA               4.0           0.00
## 20491                            San Jose, CA              14.0           3.00
## 20493                        Redwood City, CA              20.0           2.00
## 20495                           Palo Alto, CA               7.0           4.50
## 20497                       San Francisco, CA              10.0           1.00
## 20512                             Seattle, WA               2.0           0.00
## 20513                             Seattle, WA               2.0           0.00
## 20514                           Palo Alto, CA               8.0           4.00
## 20515                          Menlo Park, CA              10.0           0.00
## 20520                          Washington, DC               5.0           1.00
## 20521                           Palo Alto, CA              12.0           6.00
## 20527                          Pleasanton, CA               5.0           1.00
## 20530                             Redmond, WA               3.0           0.00
## 20531                         Santa Clara, CA              15.0           5.00
## 20536                         Jersey City, NJ              14.0           6.00
## 20539                             Seattle, WA               4.0           4.00
## 20542                          Naperville, IL               0.0           0.00
## 20543                             Redmond, WA              10.0          10.00
## 20545                             Chicago, IL               8.0           2.00
## 20548                            San Jose, CA               3.0           3.00
## 20552                           Sunnyvale, CA              10.0          10.00
## 20553                     Toronto, ON, Canada               3.0           3.00
## 20570                          Menlo Park, CA              20.0           0.00
## 20576                            New York, NY               3.0           0.00
## 20584                             Seattle, WA               2.0           1.00
## 20587                     Hangzhou, ZJ, China               9.0           6.00
## 20592                       San Francisco, CA               4.0           1.00
## 20593                             Seattle, WA               9.0           3.00
## 20596                      Warsaw, MZ, Poland              10.0           2.00
## 20597                    Bangalore, KA, India              19.0           3.00
## 20598                      Gdansk, PM, Poland              17.0           7.00
## 20602                             Seattle, WA               7.0           7.00
## 20608                           Sunnyvale, CA               8.0           2.00
## 20611                             Seattle, WA              12.0           3.00
## 20613                          Washington, DC              15.0           0.00
## 20615                             Seattle, WA               0.0           0.00
## 20616                           Southlake, TX               1.0           1.00
## 20617                             Atlanta, GA               6.0           3.00
## 20619                          Menlo Park, CA              25.0           5.00
## 20624                             Fremont, CA              15.0           1.00
## 20626                            New York, NY               2.0           2.00
## 20629                            New York, NY               5.0           2.00
## 20630                         Los Angeles, CA               8.0           6.00
## 20633                            New York, NY               7.0           3.00
## 20634                            New York, NY               3.0           1.00
## 20636                             Seattle, WA               2.0           0.00
## 20639                       San Francisco, CA               3.0           1.00
## 20641                               Tampa, FL               6.0           3.00
## 20647                             Redmond, WA               6.0           1.00
## 20649                          Menlo Park, CA               2.0           1.00
## 20653                             Redmond, WA              22.0           3.00
## 20655                   Vancouver, BC, Canada              15.0           1.00
## 20663                     Dublin, DN, Ireland              14.0           2.00
## 20664                           Cambridge, MA               6.0           3.00
## 20670                             Seattle, WA               5.0           5.00
## 20671                             Seattle, WA               7.0           4.00
## 20679                           Sunnyvale, CA               3.0           3.00
## 20680                           Los Gatos, CA               9.0           1.00
## 20685                             Seattle, WA              12.0           8.00
## 20691                       Mountain View, CA              10.0           4.00
## 20695                       Mountain View, CA              24.0           5.00
## 20707                              Boston, MA               5.0           1.00
## 20712                           Cupertino, CA              10.0           4.00
## 20715                            Bellevue, WA               4.0           2.00
## 20719                       Mountain View, CA               5.0           0.00
## 20721                       Mountain View, CA               1.0           0.00
## 20727                             Seattle, WA               9.0           3.00
## 20728                            New York, NY              10.0           2.00
## 20735                            San Jose, CA              17.0           7.00
## 20738                             Seattle, WA              12.0          10.00
## 20742                            New York, NY               2.0           2.00
## 20743                     Dublin, DN, Ireland              12.0           0.00
## 20748                         Los Angeles, CA               3.0           0.00
## 20749                            New York, NY               3.0           1.00
## 20753                           Palo Alto, CA               2.0           0.00
## 20758                             Seattle, WA               8.0           6.00
## 20761                  Jakarta, JK, Indonesia               8.0           2.00
## 20763                          Menlo Park, CA               8.0           0.00
## 20769                              Boston, MA              20.0           2.00
## 20773                        Redwood City, CA               5.0           0.00
## 20775                          Menlo Park, CA               5.0           3.00
## 20777                         Santa Clara, CA               2.0           0.00
## 20782                       San Francisco, CA              12.0           1.00
## 20786                             Seattle, WA               8.0           4.00
## 20787                           Sunnyvale, CA               5.0           5.00
## 20792                             Seattle, WA              12.0           6.00
## 20794                            New York, NY              20.0           7.00
## 20796                             Redmond, WA               6.0           5.00
## 20797                              Austin, TX              22.0          10.00
## 20799                             Houston, TX               8.0           1.00
## 20805                              Irvine, CA               2.0           0.00
## 20815                             Seattle, WA               1.0           1.00
## 20821                      Beijing, BJ, China               3.0           0.00
## 20825                     Hangzhou, ZJ, China               5.0           3.00
## 20827                       Mountain View, CA               3.0           3.00
## 20828                           Cambridge, MA               3.0           3.00
## 20830                       Paris, IL, France               7.0           1.00
## 20838                 Zurich, ZH, Switzerland              11.0           0.00
## 20842                            San Jose, CA              16.0           7.00
## 20848                           Cupertino, CA               6.0           1.00
## 20852                             Phoenix, AZ              15.0           4.00
## 20853                           Sunnyvale, CA               5.0           3.00
## 20857                           Cambridge, MA               1.0           1.00
## 20860                           Sunnyvale, CA              15.0          12.00
## 20863                         Santa Clara, CA               2.0           1.00
## 20875                         Santa Clara, CA               5.0           5.00
## 20877                           Hillsboro, OR               4.0           4.00
## 20892                              Boston, MA               0.0           0.00
## 20897                          Menlo Park, CA               3.0           3.00
## 20899                            Westford, MA               8.0           5.00
## 20904                              Austin, TX               4.0           2.00
## 20907                             Seattle, WA              13.0           7.00
## 20908                       San Francisco, CA              10.0           2.00
## 20909                             Redmond, WA               6.0           1.00
## 20912                             Seattle, WA              15.0           3.00
## 20914                            Portland, OR              20.0           2.00
## 20921                       San Francisco, CA               3.0           0.00
## 20924                             Seattle, WA              10.0           7.00
## 20928                       San Francisco, CA              10.0           3.00
## 20930                           San Ramon, CA               4.0           1.00
## 20933                             Redmond, WA               1.0           1.00
## 20936                       Mountain View, CA               1.0           1.00
## 20937                             Seattle, WA              15.0           0.00
## 20940              Amsterdam, NH, Netherlands              10.0           2.00
## 20942                         Santa Clara, CA               0.0           0.00
## 20944                             Atlanta, GA               5.0           0.00
## 20951                              Dallas, TX              12.0           6.00
## 20954                          Menlo Park, CA              17.0           3.00
## 20955                             Chicago, IL              15.0           1.00
## 20957                             Seattle, WA              17.0           1.00
## 20959                       Mountain View, CA               3.0           0.00
## 20960                       San Francisco, CA               6.0           0.00
## 20964                             Atlanta, GA               3.0           0.00
## 20965                             Seattle, WA              11.0           3.00
## 20966                             Seattle, WA              16.0           3.00
## 20970                       San Francisco, CA              15.0           2.00
## 20977                          Pittsburgh, PA              17.0           1.00
## 20986                             Redmond, WA               4.0           1.00
## 20988                              Austin, TX              14.0           0.00
## 20991                Singapore, SG, Singapore              15.0           3.00
## 21000                          Menlo Park, CA               4.0           4.00
## 21005                     Shanghai, SH, China               3.0           0.00
## 21006                         Minneapolis, MN              10.0           5.00
## 21012                Singapore, SG, Singapore               0.0           0.00
## 21014                          Menlo Park, CA               5.0           1.00
## 21019                       Kiev, KC, Ukraine              31.0           1.00
## 21028                           Sunnyvale, CA               2.0           2.00
## 21039                   Vancouver, BC, Canada               1.0           0.00
## 21040                         San Antonio, TX               3.0           0.00
## 21041                             Seattle, WA               2.0           0.00
## 21044                           Cupertino, CA              12.0           3.00
## 21048                             Seattle, WA              12.0           6.00
## 21050                             Seattle, WA               4.0           2.00
## 21051                             Chicago, IL               3.0           1.00
## 21054                       San Francisco, CA               3.0           2.00
## 21056                           Palo Alto, CA               7.0           2.00
## 21058                        Redwood City, CA               6.0           0.00
## 21066              London, EN, United Kingdom               3.0           0.00
## 21069                       San Francisco, CA               5.0           5.00
## 21074                             Seattle, WA              15.0           1.00
## 21076                             Seattle, WA               7.0           3.00
## 21079                           Hillsboro, OR               7.0           7.00
## 21080                            San Jose, CA               7.0           0.00
## 21082                           San Bruno, CA              10.0           0.00
## 21085                         Santa Clara, CA              10.0           7.00
## 21090                             Herndon, VA               0.0           0.00
## 21093                             Redmond, WA              17.0          15.00
## 21101                         Minneapolis, MN               7.0           1.00
## 21106                             Redmond, WA               5.0           2.00
## 21109                           Cambridge, MA               2.0           2.00
## 21110                       Mountain View, CA              20.0          11.00
## 21111                              Austin, TX              14.0           2.00
## 21114                              Irvine, CA               2.0           2.00
## 21116                       San Francisco, CA               8.0           2.00
## 21127                           Sunnyvale, CA              15.0           2.00
## 21128                           San Diego, CA               4.0           3.00
## 21129                             Seattle, WA              10.0           3.00
## 21130                            New York, NY               3.0           3.00
## 21133                             Redmond, WA               4.0           2.00
## 21136                   Vancouver, BC, Canada               7.0           0.00
## 21139                             Seattle, WA              10.0           0.00
## 21144                         Santa Clara, CA               0.0           0.00
## 21146                       San Francisco, CA              15.0           2.00
## 21147                             Atlanta, GA               0.0           0.00
## 21148                         Jersey City, NJ               2.0           0.00
## 21149                             Redmond, WA               3.0           0.00
## 21150                           Sunnyvale, CA               3.0           0.00
## 21155                   Budapest, BU, Hungary               3.0           1.00
## 21157                       San Francisco, CA              10.0           1.00
## 21161                          Washington, DC               1.0           1.00
## 21166            Saint Petersburg, SP, Russia               3.0           1.00
## 21167                             Seattle, WA               4.0           4.00
## 21176                             Seattle, WA               4.0           0.00
## 21178                             Seattle, WA               2.0           2.00
## 21181                            New York, NY              10.0           0.00
## 21182                    Montreal, QC, Canada               5.0           1.00
## 21186                             Seattle, WA               3.0           3.00
## 21192                           Arlington, VA              12.0           7.00
## 21195                             Seattle, WA               4.0           4.00
## 21197                           Charlotte, NC               5.0           4.00
## 21198                           San Diego, CA               3.0           3.00
## 21199                          Menlo Park, CA               6.0           1.00
## 21201                             Redmond, WA              12.0           5.00
## 21203                       San Francisco, CA               4.0           0.00
## 21205                             Seattle, WA               0.0           0.00
## 21208                       Mountain View, CA               3.0           3.00
## 21210                            Chandler, AZ               9.0           9.00
## 21215                          Menlo Park, CA               5.0           1.00
## 21219         Dubai, DU, United Arab Emirates               2.0           2.00
## 21221                             Redmond, WA              11.0          10.00
## 21222                       Mountain View, CA               0.0           0.00
## 21229                       San Francisco, CA              18.0           4.00
## 21230                            New York, NY              11.0           3.00
## 21242                         Santa Clara, CA               4.0           3.00
## 21247                            San Jose, CA              12.0           2.00
## 21248                             Redmond, WA               5.0           5.00
## 21250                          Menlo Park, CA               3.0           3.00
## 21253                       San Francisco, CA               0.0           0.00
## 21255                     Berlin, BE, Germany               8.0           2.00
## 21256                         Santa Clara, CA               4.0           4.00
## 21258                        Santa Monica, CA               0.0           0.00
## 21274                        Redwood City, CA              12.0          12.00
## 21277                         Minneapolis, MN               9.0           1.00
## 21281                           Sunnyvale, CA              14.0           5.00
## 21293                            New York, NY               5.0           2.00
## 21303                           Cupertino, CA               6.0           6.00
## 21307                        Redwood City, CA              20.0           2.00
## 21309                           Sunnyvale, CA               6.0           6.00
## 21311                     Shenzhen, GD, China               1.0           1.00
## 21313                         Los Angeles, CA              13.0           8.00
## 21329                             Redmond, WA               8.0           2.00
## 21332                             Seattle, WA               2.0           2.00
## 21334                             Seattle, WA               3.0           1.00
## 21337                             Seattle, WA               2.0           1.00
## 21338                             Seattle, WA               3.0           0.00
## 21340                     Toronto, ON, Canada               5.0           5.00
## 21341                         Los Angeles, CA               6.0           0.00
## 21342                           Cambridge, MA               4.0           4.00
## 21343                             Redmond, WA               7.0           4.00
## 21351                              Boston, MA              16.0           9.00
## 21352                       San Francisco, CA               4.0           3.00
## 21354                             Redmond, WA              15.0           5.00
## 21355                         Santa Clara, CA              10.0           1.00
## 21361                          Menlo Park, CA               4.0           0.00
## 21368                            San Jose, CA               6.0           6.00
## 21372                           Cupertino, CA               6.0           0.00
## 21381                         Santa Clara, CA               0.0           0.00
## 21400                         Santa Clara, CA               5.0           3.00
## 21407                           San Diego, CA               2.0           2.00
## 21411                           Hillsboro, OR               4.0           4.00
## 21415                   Nurnberg, BY, Germany              15.0           3.00
## 21418                 Zurich, ZH, Switzerland               4.0           3.00
## 21423                           Sunnyvale, CA              14.0           5.00
## 21429                              Irvine, CA               7.0           1.00
## 21430                             Seattle, WA               9.0           5.00
## 21435                     Berlin, BE, Germany              15.0           4.00
## 21436                       San Francisco, CA              14.0          14.00
## 21439              Amsterdam, NH, Netherlands              12.0           2.00
## 21451                           Sunnyvale, CA               4.0           0.00
## 21452                       San Francisco, CA               4.0           3.00
## 21468                             Seattle, WA              14.0           5.00
## 21471                             Seattle, WA               8.0           2.00
## 21473                         Santa Clara, CA               4.0           4.00
## 21476                             Seattle, WA               7.0           4.00
## 21484                         Santa Clara, CA               7.0           2.00
## 21486                         Santa Clara, CA               2.0           2.00
## 21496                              Dallas, TX               5.0           1.00
## 21498                      Salt Lake City, UT               1.0           0.00
## 21506                       San Francisco, CA              11.0           1.00
## 21509                     Berlin, BE, Germany               4.0           4.00
## 21516                          Washington, DC               7.0           1.00
## 21522                       San Francisco, CA               8.0           4.00
## 21538                       San Francisco, CA               4.0           1.00
## 21543                             Redmond, WA               9.0           2.00
## 21552                           San Mateo, CA              15.0           1.00
## 21565                            New York, NY               7.0           2.00
## 21575              London, EN, United Kingdom              10.0           0.00
## 21582                              Reston, VA               8.0           1.00
## 21583                             Seattle, WA               4.0           4.00
## 21587                             Seattle, WA               9.0           5.00
## 21590                              Boston, MA              15.0           3.00
## 21591                         Santa Clara, CA               3.0           3.00
## 21593                          Washington, DC              15.0           8.00
## 21598                          Menlo Park, CA               5.0           0.00
## 21600                           Sunnyvale, CA               3.0           1.00
## 21602                             Redmond, WA               2.0           2.00
## 21604                              Austin, TX               6.0           5.00
## 21613                            San Jose, CA               3.0           3.00
## 21616                             Houston, TX               5.0           5.00
## 21621                       Mountain View, CA               5.0           2.00
## 21622                        Philadelphia, PA              10.0          10.00
## 21625                         Santa Clara, CA              11.0          11.00
## 21626                       San Francisco, CA               2.0           2.00
## 21629                       San Francisco, CA              10.0           0.00
## 21632                           Sunnyvale, CA               5.0           2.00
## 21636                       San Francisco, CA               5.0           3.00
## 21637                             Seattle, WA              13.0           0.00
## 21638                             Redmond, WA               3.0           3.00
## 21640                          Menlo Park, CA               7.0           2.00
## 21641                        Tokyo, TY, Japan               2.0           0.00
## 21644                             Chicago, IL              12.0           5.00
## 21645                             Seattle, WA               1.0           0.00
## 21646                             Atlanta, GA               4.0           1.00
## 21647                             Seattle, WA               2.0           2.00
## 21661                   Limerick, LK, Ireland               4.0           2.00
## 21664                 Zurich, ZH, Switzerland               4.0           4.00
## 21665                             Seattle, WA              18.0           0.00
## 21670                       San Francisco, CA               3.0           0.00
## 21671                            New York, NY              10.0           4.00
## 21677                             Redmond, WA              12.0           7.00
## 21679                         Foster City, CA               7.0           3.00
## 21696                             Seattle, WA               3.0           2.00
## 21703                            New York, NY               4.0           0.00
## 21705                          Menlo Park, CA              16.0           3.00
## 21713                           Sunnyvale, CA               4.0           4.00
## 21715                            Columbia, MD              15.0           3.00
## 21716                       San Francisco, CA               6.0           1.00
## 21723                          Burlington, MA              20.0           2.00
## 21726                             Needham, MA              10.0           5.00
## 21728                            San Jose, CA              11.0           3.00
## 21729                              Dallas, TX               6.0           1.00
## 21730                           Sunnyvale, CA              10.0           0.00
## 21733                             Houston, TX              15.0           8.00
## 21736                             Redmond, WA               2.0           0.00
## 21739                             Houston, TX              15.0          15.00
## 21741                             Redmond, WA              16.0           8.00
## 21748                             Seattle, WA               2.0           2.00
## 21751                             Seattle, WA              15.0           1.00
## 21754                           Palo Alto, CA               5.0           3.00
## 21756                           Palo Alto, CA              10.0           7.00
## 21759                             Seattle, WA              10.0           1.00
## 21764                           Sunnyvale, CA               5.0           3.00
## 21771                            San Jose, CA               0.0           0.00
## 21773                       San Francisco, CA               4.0           0.00
## 21776                            Milpitas, CA               3.0           3.00
## 21778                       San Francisco, CA              16.0           1.00
## 21785                       San Francisco, CA              15.0           0.00
## 21788                              Austin, TX               5.0           5.00
## 21808                Singapore, SG, Singapore               1.0           1.00
## 21815                             Seattle, WA               8.0           4.00
## 21822              London, EN, United Kingdom               5.0           0.00
## 21823                    Bangalore, KA, India               8.0           1.00
## 21826                             Seattle, WA               4.0           3.00
## 21833                       San Francisco, CA               5.0           1.00
## 21844                       Madrid, MD, Spain              23.0           6.00
## 21848                          Menlo Park, CA              14.0           0.00
## 21850           Edinburgh, SC, United Kingdom               1.0           0.00
## 21851                            San Jose, CA               3.0           1.00
## 21855                             Seattle, WA               7.0           2.00
## 21856                       San Francisco, CA               6.0           0.00
## 21860                             Redmond, WA               1.0           1.00
## 21861                            San Jose, CA               5.0           2.00
## 21871                    Tel Aviv, TA, Israel              20.0          12.00
## 21873              Prague, PR, Czech Republic               7.0           1.00
## 21874                             Needham, MA               6.0           2.00
## 21890                               Miami, FL               6.0           1.00
## 21892                        Redwood City, CA               2.0           2.00
## 21897                             Seattle, WA               0.0           0.00
## 21898                         Santa Clara, CA               9.0           2.00
## 21900                          Washington, DC              13.0           3.00
## 21902                         Los Angeles, CA               4.0           2.00
## 21904                          Washington, DC              25.0           2.00
## 21914                           Sunnyvale, CA              10.0           1.00
## 21915                       Mountain View, CA               7.0           2.00
## 21922                             Seattle, WA               5.0           1.00
## 21934                       San Francisco, CA              10.0           8.00
## 21938                          Reidsville, NC               0.0           0.00
## 21939                       Mountain View, CA               3.0           0.00
## 21940                           Palo Alto, CA               1.0           0.00
## 21943                             Redmond, WA               1.0           1.00
## 21944                 Seoul, KG, Korea, South              19.0          19.00
## 21950                        Redwood City, CA               3.0           1.00
## 21951                            Kirkland, WA               2.0           1.00
## 21955                       San Francisco, CA               4.0           4.00
## 21959                    Bangalore, KA, India               5.0           4.00
## 21964                              Tucson, AZ               3.0           1.00
## 21969                 Zurich, ZH, Switzerland               0.0           0.00
## 21976                            Portland, OR              22.0          22.00
## 21978                           San Mateo, CA               5.0           1.00
## 21987                             Seattle, WA              11.0           2.00
## 21988                 Zurich, ZH, Switzerland               4.0           0.00
## 21990                           Hillsboro, OR               2.0           2.00
## 21994                           Sunnyvale, CA               7.0           7.00
## 21995                           Sunnyvale, CA              20.0           0.00
## 21998                            New York, NY              12.0           3.00
## 21999                         Kansas City, MO               8.0           3.00
## 22003                       San Francisco, CA              12.0           7.00
## 22004                       San Francisco, CA               3.0           0.00
## 22007                           Sunnyvale, CA               4.0           2.00
## 22008                            Bellevue, WA              14.0           3.00
## 22011                             Redmond, WA              18.0           9.00
## 22014                             Seattle, WA               1.0           0.00
## 22022                             Seattle, WA               0.0           0.00
## 22027                           Palo Alto, CA               5.0           3.00
## 22031                           San Diego, CA              10.0           4.00
## 22035                           Sunnyvale, CA               3.0           3.00
## 22047                        Santa Monica, CA               4.0           2.00
## 22048                     Toronto, ON, Canada              13.0           2.00
## 22050                      Moscow, MC, Russia               9.0           4.00
## 22052                             Seattle, WA               8.0           3.00
## 22054                       San Francisco, CA               5.0           1.00
## 22057                          Menlo Park, CA               7.0           0.00
## 22059                       Mountain View, CA               2.0           2.00
## 22061                            New York, NY               3.0           3.00
## 22062                            New York, NY               6.0           0.00
## 22065                             Seattle, WA              13.0           0.00
## 22068                       San Francisco, CA               6.0           2.00
## 22071                             Madison, WI               6.0           1.00
## 22089                       San Francisco, CA               3.0           3.00
## 22104              Amsterdam, NH, Netherlands               5.0           2.00
## 22106                       San Francisco, CA              18.0           2.00
## 22108                             Seattle, WA               7.0           4.00
## 22109                         Los Angeles, CA              11.0           6.00
## 22110                           Palo Alto, CA               9.0           7.00
## 22116                         Santa Clara, CA               0.0           0.00
## 22118                            San Jose, CA              10.0           5.00
## 22119                    Hyderabad, AP, India              14.0           3.00
## 22121                          Menlo Park, CA               6.0           0.00
## 22123                          Pittsburgh, PA               8.0           2.00
## 22124                              Newark, CA              10.0           5.00
## 22125                     California City, CA               7.0           2.00
## 22126                       San Francisco, CA               7.0           2.00
## 22131                             Houston, TX              13.0          13.00
## 22133                            Richmond, VA               2.0           2.00
## 22134                             Detroit, MI               2.0           2.00
## 22142                Melbourne, VI, Australia               3.0           2.00
## 22143                 Fredericton, NB, Canada               7.0           5.00
## 22144                             Raleigh, NC               9.0           1.00
## 22149                       Mountain View, CA              12.0           1.00
## 22151                             Seattle, WA              25.0           5.00
## 22152                            New York, NY              13.0           1.00
## 22154                            Portland, OR               0.0           0.00
## 22155                       San Francisco, CA               5.0           5.00
## 22156                           Sunnyvale, CA               3.0           1.00
## 22160                              Reston, VA               3.0           0.00
## 22161                           Cupertino, CA               9.0           2.00
## 22162                       San Francisco, CA               1.0           1.00
## 22166                   Herzliyya, TA, Israel              10.0           0.00
## 22167                       Mountain View, CA              10.0           2.00
## 22170                             Seattle, WA               6.0           3.00
## 22172                             Atlanta, GA               2.0           0.00
## 22175                           Cupertino, CA               2.0           2.00
## 22177                            Bellevue, WA               2.0           2.00
## 22178                       Mountain View, CA               6.0           0.00
## 22179                              Austin, TX               3.0           3.00
## 22180                             Seattle, WA               3.0           3.00
## 22183                       San Francisco, CA               5.0           3.00
## 22188                             Seattle, WA              15.0           3.00
## 22193                             Seattle, WA               5.0           1.00
## 22194                            San Jose, CA              20.0          20.00
## 22199                      Moscow, MC, Russia              15.0           2.00
## 22207                             Seattle, WA               2.0           0.00
## 22211                        Redwood City, CA               1.0           0.00
## 22213                            Bellevue, WA              10.0           0.00
## 22218                 Zurich, ZH, Switzerland               7.0           2.00
## 22220                           Arlington, VA               2.0           1.00
## 22223                             Chicago, IL               3.0           3.00
## 22224                         Santa Clara, CA               1.0           0.00
## 22225                           Sunnyvale, CA               6.0           1.00
## 22226                             Seattle, WA               1.0           1.00
## 22235                             Redmond, WA               2.0           0.00
## 22244                       San Francisco, CA               1.0           1.00
## 22246                           Sunnyvale, CA              25.0           2.00
## 22250                       San Francisco, CA              10.0           2.00
## 22251                            San Jose, CA              10.0           3.00
## 22255                              Irving, TX              15.0           0.00
## 22261                   Sao Paulo, SP, Brazil               9.0           4.00
## 22263                            San Jose, CA              12.0           0.00
## 22264                         Santa Clara, CA               7.0           2.00
## 22265                             Seattle, WA               0.0           0.00
## 22273                             Seattle, WA               9.0           3.00
## 22279                             Boulder, CO              20.0           3.00
## 22286                           Sunnyvale, CA               2.0           2.00
## 22289                             Seattle, WA              25.0          17.00
## 22291                             Redmond, WA               1.0           0.00
## 22294                           Sunnyvale, CA               1.0           0.00
## 22300                             Seattle, WA               4.0           4.00
## 22305                       San Francisco, CA               7.0           1.00
## 22306                             Seattle, WA               5.0           3.00
## 22307                       San Francisco, CA               4.0           4.00
## 22317                             Seattle, WA               5.0           0.00
## 22326                             Seattle, WA              17.0           0.00
## 22329                           Palo Alto, CA               0.0           0.00
## 22331                    Hyderabad, TS, India              14.0           1.00
## 22334                       Mountain View, CA               7.0           0.00
## 22335                            New York, NY               0.0           0.00
## 22340                              Irvine, CA              12.0           4.00
## 22345                             Atlanta, GA               6.0           4.00
## 22347                             Seattle, WA               7.0           3.00
## 22348                           Sunnyvale, CA               0.0           0.00
## 22352                       San Francisco, CA               5.0           0.00
## 22353                           Arlington, VA              22.0           7.00
## 22360                         Santa Clara, CA              10.0          10.00
## 22361                          Menlo Park, CA               5.0           5.00
## 22362                             Seattle, WA              21.0          21.00
## 22364                            San Jose, CA               4.0           1.00
## 22366                             Seattle, WA               8.0           0.00
## 22368                           Cupertino, CA               8.0           4.00
## 22370                         Santa Clara, CA              10.0           6.00
## 22374                       Mumbai, MH, India               3.0           0.00
## 22379                            New York, NY               2.0           2.00
## 22383                            New York, NY               0.0           0.00
## 22386                       Mountain View, CA               7.0           7.00
## 22390                            San Jose, CA              10.0          10.00
## 22391                           Sunnyvale, CA               1.0           1.00
## 22393                              Folsom, CA               3.0           1.00
## 22395                             Seattle, WA              14.0           2.00
## 22396                             Redmond, WA               1.0           1.00
## 22399                            Kirkland, WA               4.0           0.00
## 22404                             Seattle, WA              12.0           2.00
## 22406                             Orlando, FL               6.0           3.00
## 22407                           Ann Arbor, MI              23.0          14.00
## 22410                             Seattle, WA               1.0           1.00
## 22417                       San Francisco, CA              10.0           0.00
## 22418                            New York, NY               9.0           0.00
## 22420                            New York, NY               2.0           0.00
## 22422                             Seattle, WA               4.0           0.00
## 22428                          Menlo Park, CA               3.0           0.00
## 22430                            San Jose, CA               4.0           2.00
## 22432                            San Jose, CA              13.0           7.00
## 22433                           Sunnyvale, CA               2.0           1.00
## 22438                            San Jose, CA              15.0           1.00
## 22444                              Austin, TX              25.0           1.00
## 22445                         Santa Clara, CA              12.0           0.00
## 22447                             Seattle, WA              12.0           5.00
## 22450                        Philadelphia, PA              13.0          13.00
## 22452                           Sunnyvale, CA               3.0           0.00
## 22453                 Zurich, ZH, Switzerland              19.0           8.00
## 22464                             Seattle, WA               3.0           0.00
## 22467                             Seattle, WA               0.0           0.00
## 22470                             Seattle, WA               3.0           0.00
## 22473                           Cupertino, CA               5.0           3.00
## 22474                             Seattle, WA              30.0          18.00
## 22476                          Menlo Park, CA               5.0           5.00
## 22478                             Redmond, WA              11.0          11.00
## 22485                             Seattle, WA               4.0           0.00
## 22486                            San Jose, CA              12.0          12.00
## 22487                       San Francisco, CA              15.0           2.00
## 22496                            New York, NY              11.0           0.00
## 22497                            New York, NY              20.0           5.00
## 22500                            New York, NY               3.0           3.00
## 22503                           Hillsboro, OR               5.0           3.00
## 22507                            New York, NY               7.0           0.00
## 22517                       San Francisco, CA               5.0           1.00
## 22520                           Cupertino, CA               6.0           6.00
## 22527                Petach Tikva, HM, Israel              15.0          15.00
## 22529                       San Francisco, CA              15.0           0.00
## 22530                             Seattle, WA               7.0           1.00
## 22531                Singapore, SG, Singapore               5.0           1.00
## 22534                           Cupertino, CA               3.0           3.00
## 22535                           Palo Alto, CA              15.0           4.00
## 22545                             Norwalk, CT               2.0           2.00
## 22547                             Raleigh, NC               8.0           8.00
## 22549                     Toronto, ON, Canada              12.0           1.00
## 22551                          Pleasanton, CA              24.0          20.00
## 22553                               Tempe, AZ               1.0           1.00
## 22556                             Redmond, WA              12.0           0.00
## 22561                            San Jose, CA               3.0           2.00
## 22568                            San Jose, CA               4.0           1.00
## 22570                           Stratford, CT               8.0           1.00
## 22576                            Portland, OR               4.0           4.00
## 22580                              Austin, TX               3.0           1.00
## 22583                           Sunnyvale, CA               8.0           5.00
## 22594                         Jersey City, NJ               4.0           0.00
## 22596                       San Francisco, CA               1.0           1.00
## 22597                              Austin, TX               6.0           2.00
## 22600                             Redmond, WA               5.0           5.00
## 22601                          Menlo Park, CA               5.0           0.00
## 22602                             Seattle, WA               4.0           4.00
## 22605                           Palo Alto, CA              10.0           0.00
## 22609                Singapore, SG, Singapore               5.0           1.00
## 22613                             Seattle, WA               4.0           4.00
## 22616                            San Jose, CA               2.0           2.00
## 22621                          Menlo Park, CA               8.0           4.00
## 22622                    Bangalore, KA, India              11.0           0.00
## 22634                       Mountain View, CA              18.0           2.00
## 22642                          Broomfield, CO               8.0           8.00
## 22643                       San Francisco, CA               3.0           2.00
## 22651                             Seattle, WA              17.0           5.00
## 22657                          Washington, DC              17.0           1.00
## 22661                   Vancouver, BC, Canada               0.0           0.00
## 22662                               Provo, UT              11.0           3.00
## 22664                          Pleasanton, CA              15.0           2.00
## 22667                             Redmond, WA               5.0           5.00
## 22671              London, EN, United Kingdom              19.0           2.00
## 22679                       San Francisco, CA               8.0           4.00
## 22681                       San Francisco, CA               7.0           5.00
## 22691                     Dublin, DN, Ireland               7.0           6.00
## 22692                             Seattle, WA              15.0           4.00
## 22693                             Seattle, WA              10.0           4.00
## 22695                           Palo Alto, CA              19.0           2.00
## 22697            Saint Petersburg, SP, Russia              15.0           9.00
## 22699                       San Francisco, CA              10.0           2.00
## 22702                       San Francisco, CA               2.0           2.00
## 22717                            Bellevue, WA              14.0           1.00
## 22718                             Seattle, WA               8.0           8.00
## 22722                        Tokyo, TY, Japan              10.0           1.00
## 22726                        Redwood City, CA               6.0           0.00
## 22727                    Bangalore, KA, India               3.0           1.00
## 22728                            San Jose, CA               8.0           1.00
## 22730                       San Francisco, CA               7.0           2.00
## 22732                              Austin, TX              12.0           4.00
## 22735                           Cupertino, CA              11.0           9.00
## 22736                     Toronto, ON, Canada               4.0           1.00
## 22737                       San Francisco, CA               9.0           0.00
## 22738                         Santa Clara, CA               7.0           2.00
## 22740                          Menlo Park, CA              20.0           5.00
## 22745                         Los Angeles, CA               8.0           1.00
## 22751                             Seattle, WA              12.0           7.00
## 22754                   Herzliyya, TA, Israel              12.0           0.00
## 22755                          Pittsburgh, PA               2.0           0.00
## 22756                            New York, NY               3.0           3.00
## 22757                            San Jose, CA               2.0           2.00
## 22761                            San Jose, CA               5.0           2.00
## 22764                        Philadelphia, PA               6.0           6.00
## 22766                            New York, NY               8.0           4.00
## 22769                       Madrid, MD, Spain               8.0           3.00
## 22790                           Cupertino, CA              15.0           4.00
## 22799                           Palo Alto, CA              15.0           4.00
## 22802                      Salt Lake City, UT              12.0           1.00
## 22803                       San Francisco, CA              17.0           2.00
## 22809                              Boston, MA               6.0           0.00
## 22811                       Mountain View, CA               5.0           5.00
## 22812                           Hillsboro, OR               4.0           4.00
## 22816                     Dublin, DN, Ireland              10.0           8.00
## 22832                             Redmond, WA              10.0           8.00
## 22835                          Richardson, TX              24.0          13.00
## 22838                             Seattle, WA              11.0           3.00
## 22842                              Boston, MA               2.0           2.00
## 22846                          El Segundo, CA              10.0           3.00
## 22847                         Los Angeles, CA               2.0           2.00
## 22852                           Cupertino, CA               8.0           2.00
## 22853              London, EN, United Kingdom               6.0           1.00
## 22856                       San Francisco, CA              17.0           1.00
## 22859                          Louisville, KY               4.0           4.00
## 22864                           Cupertino, CA               4.0           1.00
## 22866                              Austin, TX               9.0           1.00
## 22870                       San Francisco, CA               2.0           2.00
## 22873                        Santa Monica, CA               1.0           1.00
## 22874                            Bellevue, WA               7.0           4.00
## 22876                         Santa Clara, CA               7.0           3.00
## 22882                          Menlo Park, CA               4.0           0.00
## 22887                            New York, NY               6.0           1.00
## 22890                             Seattle, WA               6.0           5.00
## 22891                            New York, NY               5.0           3.00
## 22892                            San Jose, CA              13.0          13.00
## 22893                  Annapolis Junction, MD               7.0           7.00
## 22899                             Seattle, WA               3.0           1.00
## 22901                       San Francisco, CA               5.0           5.00
## 22908                           San Diego, CA               2.0           2.00
## 22911                            San Jose, CA               5.0           5.00
## 22912                    Montreal, QC, Canada               5.0           2.00
## 22915                              Dallas, TX               3.0           1.00
## 22919                             Fremont, CA              11.0           2.00
## 22923                            New York, NY               9.0           6.00
## 22926                            San Jose, CA              13.0          10.00
## 22927                             Seattle, WA               1.0           0.00
## 22929                          Menlo Park, CA               9.0           0.00
## 22933                            San Jose, CA               0.0           0.00
## 22934                             Seattle, WA               2.0           1.00
## 22943                             Seattle, WA               4.0           4.00
## 22944                         Los Angeles, CA               4.0           4.00
## 22947                           Sunnyvale, CA               2.0           0.00
## 22950                             Seattle, WA              10.0           4.00
## 22958                         Santa Clara, CA               4.0           3.00
## 22959                           San Diego, CA               8.0           1.00
## 22965                             Norwalk, CT              18.0           5.00
## 22967                            San Jose, CA               9.0           0.00
## 22976                             Seattle, WA              12.0           8.00
## 22977                           Sunnyvale, CA               1.0           1.00
## 22984                             Seattle, WA               3.0           3.00
## 22985                            New York, NY               6.0           1.00
## 22989                             Seattle, WA               4.0           1.00
## 22995                             Bedford, MA              10.0           5.00
## 22996                            San Jose, CA               8.0           1.00
## 23002                             Seattle, WA              20.0           0.00
## 23003                       Mountain View, CA              10.0           1.00
## 23004                            San Jose, CA               4.0           1.00
## 23007                             Atlanta, GA               5.0           1.00
## 23011                         Los Angeles, CA               7.0           1.00
## 23012                                Lehi, UT               6.0           2.00
## 23013                           Sunnyvale, CA               5.0           2.00
## 23016                           Cupertino, CA              12.0           6.00
## 23019                             Seattle, WA              14.0          13.00
## 23022                             Seattle, WA              10.0           1.00
## 23023                            New York, NY               4.0           0.00
## 23034                       San Francisco, CA               8.0           3.00
## 23036                             Seattle, WA              15.0           3.00
## 23038                           Cupertino, CA               1.0           1.00
## 23041                         Los Angeles, CA               6.0           0.00
## 23043                             Seattle, WA              14.0           0.00
## 23045                           Charlotte, NC              13.0           2.00
## 23048                       San Francisco, CA               8.0           0.00
## 23053                    Bangalore, KA, India              10.0           1.00
## 23055                   Vancouver, BC, Canada               8.0           1.00
## 23079                              Dallas, TX               1.0           0.00
## 23082                             Orlando, FL               6.0           1.00
## 23088                             Madison, WI               9.0           6.00
## 23101                            San Jose, CA               1.0           1.00
## 23102                       San Francisco, CA               2.0           2.00
## 23103                         Minneapolis, MN               8.0           4.00
## 23108                           Sunnyvale, CA              10.0           2.00
## 23109                       San Francisco, CA               3.0           2.00
## 23110                    Hyderabad, TS, India               2.0           2.00
## 23119                    Bangalore, KA, India              13.0           5.00
## 23124                              Venice, CA              15.0           4.00
## 23132                       Paris, IL, France               5.0           4.00
## 23133                             Seattle, WA              13.0           9.00
## 23135                            San Jose, CA               7.0           7.00
## 23137                             Seattle, WA               5.0           2.00
## 23139                           Sunnyvale, CA               4.0           1.00
## 23140                       San Francisco, CA               5.0           0.00
## 23141                             Seattle, WA               5.0           1.00
## 23146                            San Jose, CA               4.0           4.00
## 23148                            San Jose, CA               4.0           2.00
## 23149                       San Francisco, CA              16.0          10.00
## 23151                             Seattle, WA               8.0           0.00
## 23152                              Austin, TX              13.0           2.00
## 23154                             Seattle, WA               2.0           2.00
## 23155                             Seattle, WA              10.0           3.00
## 23156                            New York, NY               5.0           0.00
## 23162                             Seattle, WA              11.0           3.00
## 23165                             Seattle, WA               9.0           3.00
## 23168                    Montreal, QC, Canada               5.0           0.00
## 23172                            New York, NY              20.0          12.00
## 23174                            San Jose, CA              15.0          10.00
## 23176                             Seattle, WA              18.0          18.00
## 23181                             Seattle, WA               5.0           1.00
## 23186                            New York, NY               6.0           4.00
## 23188                     Toronto, ON, Canada              15.0           2.00
## 23190                           Palo Alto, CA               5.0           0.00
## 23194                            New York, NY               5.0           3.00
## 23198              London, EN, United Kingdom               8.0           5.00
## 23203                            Bellevue, WA               6.0           6.00
## 23206                            San Jose, CA              10.0           3.00
## 23209                            New York, NY               3.0           3.00
## 23210                            San Jose, CA               3.0           3.00
## 23212                             Malvern, PA               5.0           4.00
## 23213                             Seattle, WA               6.0           4.00
## 23215                             Seattle, WA              10.0           3.00
## 23216                          Woonsocket, RI               0.0           0.00
## 23217                    Bangalore, KA, India               7.0           6.00
## 23219                             Seattle, WA               3.0           3.00
## 23220                           Sunnyvale, CA               4.0           0.00
## 23227                         Pune, MH, India               8.0           6.00
## 23229                            New York, NY               2.0           2.00
## 23232                    Bangalore, KA, India               4.0           1.00
## 23235                          Pleasanton, CA              13.0           0.00
## 23237                     Toronto, ON, Canada              20.0           1.00
## 23238                             Seattle, WA               6.0           0.00
## 23240                       San Francisco, CA               9.0           9.00
## 23245                             Seattle, WA              10.0           4.00
## 23246                     Munich, BY, Germany               2.0           2.00
## 23248                             Waltham, MA               8.0           6.00
## 23252                             Seattle, WA               2.0           2.00
## 23254                             Redmond, WA               2.0           0.00
## 23256                    Hyderabad, TS, India               2.0           2.00
## 23257              London, EN, United Kingdom               3.0           1.00
## 23264                     Berlin, BE, Germany               5.0           5.00
## 23265                           Cupertino, CA              10.0           4.00
## 23266                     Berlin, BE, Germany               5.0           5.00
## 23269                       San Francisco, CA               8.0           0.00
## 23271                           Sunnyvale, CA              14.0           1.00
## 23272                        Arizona City, AZ               2.0           2.00
## 23277                    Bangalore, KA, India               2.0           2.00
## 23278                        Redwood City, CA               5.0           5.00
## 23293                             Redmond, WA              16.0          15.00
## 23298                           Arlington, VA               8.0           3.00
## 23299                            New York, NY               6.0           1.00
## 23316                           Los Gatos, CA               5.0           0.00
## 23317                             Seattle, WA               4.0           0.00
## 23319                     Halifax, NS, Canada              30.0           5.00
## 23323                             Seattle, WA              17.0           0.00
## 23324                              Folsom, CA               9.0           5.00
## 23332                             Redmond, WA               6.0           6.00
## 23336                         Jersey City, NJ              24.0           8.00
## 23352                           Palo Alto, CA              10.0           8.00
## 23355                       Mountain View, CA               7.0           5.00
## 23356                             Seattle, WA               8.0           2.00
## 23363                             Boulder, CO               6.0           1.00
## 23364                          Washington, DC               7.0           0.00
## 23365                       San Francisco, CA               2.0           1.00
## 23370                             Houston, TX               8.0           1.00
## 23373                             Redmond, WA               5.0           1.00
## 23382                             Seattle, WA               8.0           4.00
## 23388                           Sunnyvale, CA              10.0           1.00
## 23393                       San Francisco, CA              10.0           1.00
## 23398                       Mountain View, CA               6.0           2.00
## 23400                Singapore, SG, Singapore              10.0           5.00
## 23401                            New York, NY               2.0           2.00
## 23409                         Los Angeles, CA              20.0           4.00
## 23410                            San Jose, CA               3.0           3.00
## 23412                             Seattle, WA               2.0           1.00
## 23420                              Austin, TX               2.0           2.00
## 23421                             Seattle, WA               6.0           2.00
## 23424                            San Jose, CA               8.0           6.00
## 23425                            New York, NY               4.0           0.00
## 23427                         Santa Clara, CA               8.0           2.00
## 23429                            San Jose, CA               6.0           4.00
## 23442                           Cupertino, CA               0.0           0.00
## 23445              London, EN, United Kingdom              10.0           1.00
## 23447                             Redmond, WA              15.0           5.00
## 23450                            Bellevue, WA               7.0           0.00
## 23451                           Cupertino, CA               3.0           0.00
## 23453                        Redwood City, CA              13.0           8.00
## 23457                            Portland, OR               4.0           1.00
## 23460                             Redmond, WA              12.0           6.00
## 23463                           Cupertino, CA               4.0           0.00
## 23467                             Seattle, WA               4.0           4.00
## 23468                              Vienna, VA               4.0           2.00
## 23476                              Dallas, TX               8.0           8.00
## 23477                            New York, NY               1.0           1.00
## 23481                            San Jose, CA               9.0           2.00
## 23482                             Seattle, WA               5.0           2.00
## 23485                           San Diego, CA               7.0           7.00
## 23490                       San Francisco, CA               2.0           2.00
## 23492                           San Diego, CA               9.0           1.00
## 23495                         Minneapolis, MN               4.0           1.00
## 23497                            San Jose, CA              10.0           5.00
## 23498                       San Francisco, CA               5.0           1.00
## 23502                            New York, NY              25.0           2.00
## 23506                              Natick, MA              11.0           8.00
## 23519                             Orlando, FL               8.0           2.00
## 23521                            San Jose, CA               8.0           3.00
## 23526                              Austin, TX              12.0           4.00
## 23530                            San Jose, CA              11.0           2.00
## 23531                             Fremont, CA               2.0           1.00
## 23533                             Redmond, WA               3.0           2.00
## 23534                           San Bruno, CA               6.0           6.00
## 23535                             Seattle, WA               4.0           4.00
## 23541                             Seattle, WA              19.0           7.00
## 23542                     Toronto, ON, Canada               9.0           4.00
## 23545                       San Francisco, CA               5.0           1.00
## 23546                             Seattle, WA               4.0           1.00
## 23547                    Bangalore, KA, India               8.0           1.00
## 23548              Amsterdam, NH, Netherlands               4.0           2.00
## 23549                               Tempe, AZ               0.0           0.00
## 23550                         Santa Clara, CA               6.0           4.00
## 23551                          Menlo Park, CA               2.0           2.00
## 23554                            New York, NY              10.0           6.00
## 23555                             Seattle, WA               1.0           0.00
## 23558                              Austin, TX               9.0           4.00
## 23560                             Chicago, IL              15.0           0.00
## 23562                       San Francisco, CA              11.0           1.00
## 23563                          Menlo Park, CA              14.0           2.00
## 23565                    Bangalore, KA, India               2.0           0.00
## 23567                         Los Angeles, CA              10.0           6.00
## 23568                          Menlo Park, CA               6.0           2.00
## 23569                             Seattle, WA              15.0           2.00
## 23575                      Gurgaon, HR, India               3.0           3.00
## 23578                       Mumbai, MH, India               2.0           2.00
## 23579                              Boston, MA              10.0           3.00
## 23580                            New York, NY              19.0           3.00
## 23581                            New York, NY               7.0           2.00
## 23587                             Seattle, WA               2.0           0.00
## 23590                           Cupertino, CA               3.0           0.00
## 23591                      Gurgaon, HR, India              17.0           0.00
## 23593                            San Jose, CA              15.0           3.00
## 23596                             Seattle, WA               3.0           2.00
## 23599                           Charlotte, NC               6.0           6.00
## 23600                          Titusville, NJ               0.0           0.00
## 23601                       Mountain View, CA              10.0           0.00
## 23602                            New York, NY               2.0           0.00
## 23605                            New York, NY              15.0           8.00
## 23608                      Ottawa, ON, Canada               3.0           1.00
## 23609                            San Jose, CA               4.0           4.00
## 23610                           Arlington, VA               4.0           0.00
## 23611                     Toronto, ON, Canada               4.0           2.00
## 23612                           Palo Alto, CA              20.0          15.00
## 23614                           Claremont, CA              10.0           2.00
## 23619                             Seattle, WA               5.0           2.00
## 23621                       Mountain View, CA               6.0           1.00
## 23623                          Menlo Park, CA              11.0           3.00
## 23624                            Bellevue, WA              13.0           9.00
## 23625                    Bengaluru, KA, India               7.0           5.00
## 23628                           Sunnyvale, CA               4.0           4.00
## 23630                Singapore, SG, Singapore               4.0           0.00
## 23632                       San Francisco, CA              10.0           2.00
## 23635                              Austin, TX              16.0           3.00
## 23637                            New York, NY               4.0           0.00
## 23640                            New York, NY               3.0           1.00
## 23642                          Costa Mesa, CA               0.0           0.00
## 23643                            New York, NY               6.0           5.00
## 23644                       San Francisco, CA               6.0           0.00
## 23646                             Chicago, IL               2.0           2.00
## 23647                              Reston, VA               8.0           8.00
## 23648                             Seattle, WA               3.0           2.00
## 23650                              Austin, TX               7.0           5.00
## 23651                             Seattle, WA               6.0           0.00
## 23652                         Los Angeles, CA               5.0           2.00
## 23655              London, EN, United Kingdom               9.0           4.00
## 23659                             Redmond, WA               7.0           7.00
## 23664                           Littleton, MA              13.0          13.00
## 23666                             Redmond, WA               6.0           3.00
## 23667                           Sunnyvale, CA               3.0           1.00
## 23670                             Seattle, WA               3.0           1.00
## 23672                         Foster City, CA               1.0           1.00
## 23673                           Cupertino, CA               3.0           2.00
## 23674                          Menlo Park, CA               0.0           0.00
## 23676                             Seattle, WA              16.0           4.00
## 23678                       San Francisco, CA               7.0           1.00
## 23684                       San Francisco, CA              10.0           1.00
## 23685                            New York, NY               0.0           0.00
## 23686                          Menlo Park, CA               0.0           0.00
## 23687                             Orlando, FL               2.0           2.00
## 23688                       San Francisco, CA              20.0           2.00
## 23690                        Redwood City, CA              11.0           7.00
## 23691                             Seattle, WA              10.0           2.00
## 23693                              Austin, TX              10.0           1.00
## 23695                             Madison, WI              10.0           1.00
## 23696                       Mountain View, CA               3.0           3.00
## 23700                            Bellevue, WA               4.0           2.00
## 23702                             Seattle, WA              15.0           0.00
## 23703                            San Jose, CA               2.0           0.00
## 23704                             Seattle, WA               9.0           3.00
## 23705                         Los Angeles, CA               4.0           3.00
## 23706                            New York, NY               0.0           0.00
## 23707              London, EN, United Kingdom               3.0           0.00
## 23709                    Bengaluru, KA, India               6.0           5.00
## 23711                           Los Gatos, CA               7.0           2.00
## 23714              London, EN, United Kingdom               3.0           3.00
## 23715          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 23718                    Hyderabad, AP, India               2.0           1.00
## 23719                             Seattle, WA              12.0           3.00
## 23721                             Chicago, IL              12.0           9.00
## 23724                          Washington, DC              12.0          12.00
## 23726                            New York, NY               3.0           3.00
## 23728                     Galway, GY, Ireland               6.0           2.00
## 23729              London, EN, United Kingdom              10.0           1.00
## 23730              London, EN, United Kingdom              10.0           0.00
## 23731                           Sunnyvale, CA               1.0           0.00
## 23733                               Tempe, AZ               8.0           0.00
## 23734                              Dallas, TX               0.0           0.00
## 23737                         Los Angeles, CA               2.0           0.00
## 23740                       San Francisco, CA              10.0           0.00
## 23742                              Boston, MA               8.0           8.00
## 23743                           San Diego, CA               2.0           0.00
## 23745                           Hillsboro, OR               1.0           1.00
## 23746                          Sacramento, CA               2.0           2.00
## 23747                       San Francisco, CA              11.0           2.00
## 23749                         Santa Clara, CA              18.0           0.00
## 23750                       San Francisco, CA              10.0           1.00
## 23752                             Detroit, MI              20.0          20.00
## 23757                            New York, NY              10.0           4.00
## 23759                       San Francisco, CA               7.0           0.00
## 23760                       San Francisco, CA               3.0           1.00
## 23761                             Redmond, WA              15.0           7.00
## 23762                       San Francisco, CA               2.0           2.00
## 23764                           Sunnyvale, CA               2.0           1.00
## 23765                             Seattle, WA               1.0           1.00
## 23766                         Minneapolis, MN              10.0           1.00
## 23767                       San Francisco, CA               6.0           3.00
## 23772                            San Jose, CA               9.0           2.00
## 23774                         Kansas City, MO               3.0           3.00
## 23776                             Seattle, WA               5.0           2.00
## 23780                           Sunnyvale, CA               2.0           0.00
## 23783                       San Francisco, CA               1.0           1.00
## 23784                             Seattle, WA               3.0           3.00
## 23786                             Chicago, IL               4.0           4.00
## 23788                           Palo Alto, CA               8.0           0.00
## 23789                           Sunnyvale, CA               7.0           0.00
## 23790                            San Jose, CA              13.0           2.00
## 23793                             Seattle, WA              15.0           0.00
## 23794                             Seattle, WA               5.0           5.00
## 23795                              Austin, TX              18.0           1.00
## 23797                             Chicago, IL               5.0           5.00
## 23799                           Cupertino, CA               9.0           0.00
## 23801                             Seattle, WA              14.0           3.00
## 23804                              Durham, NC               5.0           3.00
## 23806                            New York, NY               4.0           1.00
## 23809                     Berlin, BE, Germany              12.0           1.00
## 23812              London, EN, United Kingdom              10.0           3.00
## 23815                             Seattle, WA               1.0           0.00
## 23816              London, EN, United Kingdom              10.0           0.00
## 23818                            San Jose, CA               3.0           2.00
## 23821              London, EN, United Kingdom               0.0           0.00
## 23828                       San Francisco, CA              11.0           0.00
## 23833                        Philadelphia, PA               4.0           1.00
## 23834                              Boston, MA               5.0           2.00
## 23836                             Redmond, WA               3.0           3.00
## 23843                      Moscow, MC, Russia               4.0           0.00
## 23844                             Seattle, WA               1.0           1.00
## 23845                              Vienna, VA               6.0           2.00
## 23851                              Boston, MA               1.0           1.00
## 23854                            New York, NY               5.0           3.00
## 23856                           Sunnyvale, CA              13.0           0.00
## 23857                       San Francisco, CA              12.0           1.00
## 23859                             Seattle, WA               8.0           8.00
## 23866                             Seattle, WA               6.0           2.00
## 23867                    Hyderabad, TS, India               6.0           3.00
## 23868                            Bellevue, WA               8.0           8.00
## 23869                            Portland, OR               6.0           4.00
## 23873                       San Francisco, CA               6.0           2.00
## 23874                           Arlington, VA               3.0           2.00
## 23876                     Shenzhen, GD, China               4.0           0.00
## 23878                    Tel Aviv, TA, Israel               6.0           1.00
## 23880              London, EN, United Kingdom              15.0           3.00
## 23882                Singapore, SG, Singapore               4.0           4.00
## 23883                    Bangalore, KA, India              10.0           3.00
## 23888                              Boston, MA               2.0           1.00
## 23890                           Hopkinton, MA               7.0           7.00
## 23895                            New York, NY               3.0           0.00
## 23897                       San Francisco, CA               0.0           0.00
## 23901                              Boston, MA               9.0           2.00
## 23902                    Bangalore, KA, India               7.0           1.00
## 23903                       San Francisco, CA               7.0           1.00
## 23905                           Los Gatos, CA               8.0           2.00
## 23907                            San Jose, CA               4.0           1.00
## 23908                           Sunnyvale, CA               0.0           0.00
## 23911                          Washington, DC              16.0           2.00
## 23914                              Natick, MA              18.0           7.00
## 23923                           San Diego, CA              25.0           1.00
## 23925                           Los Gatos, CA              15.0           5.00
## 23927                            New York, NY               0.0           0.00
## 23934                             Seattle, WA              10.0           4.00
## 23936                       Mountain View, CA               8.0           6.00
## 23939              Amsterdam, NH, Netherlands               7.0           3.00
## 23940                       Mountain View, CA              16.0          12.00
## 23942                    Hyderabad, AP, India              10.0           0.00
## 23947                              Austin, TX               5.0           3.00
## 23948                            New York, NY               2.0           0.00
## 23954                           Sunnyvale, CA               1.0           1.00
## 23955                       San Francisco, CA               5.0           2.00
## 23956                         Minneapolis, MN              15.0           4.00
## 23958                             Seattle, WA               3.0           0.00
## 23962                             Seattle, WA               8.0           2.00
## 23964                     Toronto, ON, Canada              11.0           0.00
## 23968                           Sunnyvale, CA               4.0           0.00
## 23970                            New York, NY               3.0           0.00
## 23971                              Dallas, TX               1.0           1.00
## 23977                           Palo Alto, CA               5.0           0.00
## 23978                             Seattle, WA               1.0           0.00
## 23981                              Boston, MA               2.0           2.00
## 23986                          Washington, DC               8.0           5.00
## 23988                             Redmond, WA              22.0           1.00
## 23989                             Seattle, WA               8.0           0.00
## 23990                           Cupertino, CA              17.0           7.00
## 23994                         Santa Clara, CA               2.0           1.00
## 23995                            San Jose, CA              15.0           1.00
## 24002                               Italy, TX              16.0          12.00
## 24003                     Dublin, DN, Ireland               5.0           1.00
## 24004                           St. Louis, MO              15.0           5.00
## 24006                    Bangalore, KA, India               9.0           3.00
## 24007                     Hangzhou, ZJ, China               5.0           1.00
## 24008                            San Jose, CA              15.0           2.00
## 24012                     Dublin, DN, Ireland              15.0          15.00
## 24013                            San Jose, CA              19.0          19.00
## 24016                             Seattle, WA              25.0           3.00
## 24017                    Bangalore, KA, India               7.0           0.00
## 24022                       Mountain View, CA               7.0           0.00
## 24030                    Bangalore, KA, India               3.0           3.00
## 24031                            Milpitas, CA              12.0           4.00
## 24032                         Santa Clara, CA              10.0           3.00
## 24035                             Seattle, WA              10.0           0.00
## 24036                           Nashville, TN               2.0           2.00
## 24045                             Seattle, WA               5.0           5.00
## 24049                            New York, NY              21.0           1.00
## 24050                           San Diego, CA              12.0           7.00
## 24055                   Vancouver, BC, Canada               6.0           2.00
## 24056                          Menlo Park, CA               7.0           4.00
## 24057                              Dallas, TX               3.0           1.00
## 24058                              Verona, WI               9.0           9.00
## 24059                           Sunnyvale, CA              10.0           1.00
## 24062                               Provo, UT               8.0           8.00
## 24064                           Palo Alto, CA               1.0           0.00
## 24073                            New York, NY              10.0           0.00
## 24082                         Santa Clara, CA               7.0           3.00
## 24097                        Redwood City, CA               7.0           7.00
## 24099                      Moscow, MC, Russia               4.0           1.00
## 24101            Saint Petersburg, SP, Russia               6.0           4.00
## 24104                      Moscow, MC, Russia               3.0           1.00
## 24106                           Cupertino, CA              12.0           4.00
## 24114                       San Francisco, CA               7.0           0.00
## 24115                       San Francisco, CA               5.0           3.00
## 24117                    Bangalore, KA, India               4.0           1.00
## 24120                       San Francisco, CA               1.0           0.00
## 24123                           Sunnyvale, CA               3.0           0.00
## 24127                Singapore, SG, Singapore               2.0           2.00
## 24135                            San Jose, CA               8.0           8.00
## 24136                              Dulles, VA               2.0           2.00
## 24144                           San Diego, CA               6.0           6.00
## 24145                       San Francisco, CA              10.0           1.00
## 24146                             Seattle, WA               3.0           3.00
## 24153                         Minneapolis, MN               8.0           8.00
## 24157                            New York, NY               5.0           2.00
## 24162                       San Francisco, CA               1.0           1.00
## 24167              Prague, PR, Czech Republic              10.0           6.00
## 24198                              Dallas, TX               2.0           2.00
## 24199                              Boston, MA               1.0           1.00
## 24201                            Milpitas, CA              12.0           2.00
## 24207                     Toronto, ON, Canada               9.0           0.00
## 24208                             Redmond, WA               3.0           0.00
## 24209                       San Francisco, CA               6.0           2.00
## 24210                            San Jose, CA               6.0           6.00
## 24219                         New Orleans, LA              15.0          10.00
## 24222              London, EN, United Kingdom               7.0           0.00
## 24223                       Mountain View, CA               4.0           2.00
## 24224                            New York, NY              16.0           2.00
## 24225                           Sunnyvale, CA               3.0           0.00
## 24227                            New York, NY              10.0           0.00
## 24229                            New York, NY               1.0           1.00
## 24236                      Moscow, MC, Russia               5.0           3.00
## 24239                             Seattle, WA               8.0           2.00
## 24241                          Menlo Park, CA               5.0           0.00
## 24250                              Austin, TX               7.0           0.00
## 24252                       Paris, IL, France               8.0           2.00
## 24259                          Menlo Park, CA               4.0           4.00
## 24261                             Seattle, WA               8.0           8.00
## 24262                             Redmond, WA               2.0           0.00
## 24263                       San Francisco, CA               5.0           1.00
## 24264                            New York, NY               4.0           2.00
## 24270                                Cary, NC              23.0          19.00
## 24277                             Seattle, WA              11.0           3.00
## 24281                             Seattle, WA               3.0           2.00
## 24287                          Scottsdale, AZ               2.0           1.00
## 24289                    Bangalore, KA, India               8.0           4.00
## 24292                              Austin, TX               2.0           1.00
## 24293                           Sunnyvale, CA               2.0           2.00
## 24294                             Raleigh, NC              15.0           4.00
## 24295                           Cupertino, CA               2.0           2.00
## 24296                         Foster City, CA               7.0           3.00
## 24297                           San Diego, CA              10.0           5.00
## 24298                       San Francisco, CA              15.0           3.00
## 24301                             Phoenix, AZ              10.0           3.00
## 24302                             Seattle, WA              20.0           1.00
## 24303                           Sunnyvale, CA              10.0           3.00
## 24312                            New York, NY              20.0           1.00
## 24314                          Washington, DC               0.0           0.00
## 24317                          Washington, DC               2.0           2.00
## 24320                       Mountain View, CA               5.0           5.00
## 24321                          Menlo Park, CA               2.0           2.00
## 24323                          Santa Rosa, CA              17.0           2.00
## 24328                             Seattle, WA               9.0           5.00
## 24340                         Santa Clara, CA              15.0           2.00
## 24342                       San Francisco, CA               9.0           2.00
## 24344                       San Francisco, CA               8.0           1.00
## 24348                          Menlo Park, CA              20.0           7.00
## 24350                           Cupertino, CA               0.0           0.00
## 24355                              Boston, MA               7.0           3.00
## 24356                        Tokyo, TY, Japan              10.0           2.00
## 24357                           Palo Alto, CA               3.0           0.00
## 24358                            Kirkland, WA              10.0           0.00
## 24362                             Seattle, WA               6.0           0.00
## 24369                    Yorktown Heights, NY               4.0           4.00
## 24376                              Austin, TX               2.0           2.00
## 24377                              Austin, TX               6.0           5.00
## 24382                       Mountain View, CA               5.0           1.00
## 24387                              Irvine, CA              12.0          12.00
## 24390                           Sunnyvale, CA               4.0           0.00
## 24391                              Natick, MA               4.0           2.00
## 24398                    Bangalore, KA, India              17.0           3.00
## 24399                   Vancouver, BC, Canada               4.0           3.00
## 24400                              Boston, MA              10.0           1.00
## 24403                              Austin, TX               3.0           0.00
## 24404                             Seattle, WA              14.0           2.00
## 24405                             Seattle, WA               4.0           4.00
## 24406                             Seattle, WA               4.0           0.00
## 24414                    Bangalore, KA, India               9.0           3.00
## 24422                           San Mateo, CA              20.0           2.00
## 24423                             Seattle, WA               0.0           0.00
## 24424                          Washington, DC               2.0           2.00
## 24426                              Dallas, TX               5.0           2.00
## 24427                             Atlanta, GA               3.0           0.00
## 24430                            Bellevue, WA               4.0           1.00
## 24434                         Los Angeles, CA              15.0           0.00
## 24436                         Santa Clara, CA              10.0          10.00
## 24445                             Seattle, WA               4.0           1.00
## 24450                             Atlanta, GA               3.0           3.00
## 24451                    Bangalore, KA, India              10.0           4.00
## 24454                           Cupertino, CA              14.0           2.00
## 24456                             Seattle, WA               4.0           4.00
## 24457                             Chicago, IL              17.0          10.00
## 24462                            Kirkland, WA              17.0           2.00
## 24464                    Hyderabad, TS, India               1.0           0.00
## 24466                           Cupertino, CA               4.0           4.00
## 24470                            New York, NY               8.0           1.00
## 24479                             Seattle, WA               4.0           0.00
## 24484                           Cupertino, CA               4.0           0.00
## 24489                            San Jose, CA              10.0           3.00
## 24492                            New York, NY               5.0           0.00
## 24494                           Sunnyvale, CA              12.0          11.00
## 24498                              Austin, TX              13.0           0.00
## 24501                         Foster City, CA              18.0           9.00
## 24509                 Zurich, ZH, Switzerland               4.0           4.00
## 24512              Amsterdam, NH, Netherlands               4.0           2.00
## 24513                      Beijing, BJ, China               0.0           0.00
## 24518                             Redmond, WA               7.0           5.00
## 24519                           San Diego, CA               4.0           0.00
## 24522                             Seattle, WA               5.0           0.00
## 24523                             Redmond, WA               3.0           0.00
## 24526                           San Diego, CA               4.0           3.00
## 24531                       Mountain View, CA               5.0           5.00
## 24532                            Portland, OR               7.0           5.00
## 24534                         Santa Clara, CA              20.0           2.00
## 24535                             Seattle, WA               1.0           0.00
## 24537                      Warsaw, MZ, Poland               5.0           2.00
## 24539                       San Francisco, CA               3.0           0.00
## 24540                       San Francisco, CA              20.0           1.00
## 24543                   Herzliyya, TA, Israel               2.0           2.00
## 24544                             Redmond, WA              20.0           6.00
## 24545                       San Francisco, CA              15.0           1.00
## 24546                              Denver, CO               3.0           1.00
## 24547                          Pleasanton, CA              20.0          10.00
## 24550                                Ames, IA               3.0           3.00
## 24551                         Santa Clara, CA               6.0           1.00
## 24553                       San Francisco, CA               1.0           1.00
## 24555                       San Francisco, CA               8.0           4.00
## 24556                       San Francisco, CA              10.0           0.00
## 24557                             Seattle, WA               7.0           7.00
## 24558                   Sao Paulo, SP, Brazil               5.0           0.00
## 24560                            New York, NY               2.0           0.00
## 24566                             Seattle, WA               5.0           0.00
## 24577                       San Francisco, CA              16.0           7.00
## 24581                       San Francisco, CA              10.0           1.00
## 24582                    Bengaluru, KA, India               1.0           1.00
## 24583                       San Francisco, CA              12.0           0.00
## 24587                     Munich, BY, Germany               1.0           0.00
## 24590                              Boston, MA               1.0           1.00
## 24595                    Bengaluru, KA, India               9.0           4.00
## 24597                       Mountain View, CA               3.0           0.00
## 24604              London, EN, United Kingdom               4.0           0.00
## 24605                           Charlotte, NC               1.0           0.00
## 24606                       San Francisco, CA              14.0           2.00
## 24607                             Redmond, WA               9.0           8.00
## 24609                       San Francisco, CA               8.0           4.00
## 24611                           San Diego, CA               3.0           1.00
## 24614                    Colorado Springs, CO              20.0          15.00
## 24618                           Sunnyvale, CA               2.0           0.00
## 24626                              Irvine, CA               8.0           5.00
## 24627                       Mountain View, CA               4.0           4.00
## 24635                              Dallas, TX               1.0           0.00
## 24638                           Cupertino, CA              15.0           0.00
## 24640                            Bellevue, WA               8.0           1.00
## 24645                             Seattle, WA               2.0           1.00
## 24647                              Dallas, TX               1.0           1.00
## 24648                             Chicago, IL               1.0           1.00
## 24649                           San Diego, CA              18.0           8.00
## 24653                              Irvine, CA               2.0           0.00
## 24656                        Philadelphia, PA               8.0           1.00
## 24659                           Charlotte, NC              25.0           1.00
## 24661                          Menlo Park, CA              11.0           3.00
## 24663                              Gilroy, CA              11.0           2.00
## 24664                   Vancouver, BC, Canada              10.0           2.00
## 24667                       Mountain View, CA               6.0           3.00
## 24669                             Phoenix, AZ               0.0           0.00
## 24673                             Seattle, WA               5.0           0.00
## 24675                     Berlin, BE, Germany               5.0           0.00
## 24677                   Sydney, NS, Australia              10.0          10.00
## 24678                     Toronto, ON, Canada              12.0           7.00
## 24681                        Philadelphia, PA               6.0           4.00
## 24682                     Fort Lauderdale, FL              22.0           1.00
## 24683                             Meriden, CT               3.0           3.00
## 24685                             Seattle, WA               6.0           2.00
## 24687                           Cambridge, MA               5.0           3.00
## 24688                      Moscow, MC, Russia               8.0           1.00
## 24689                         Los Angeles, CA               7.0           0.00
## 24692                              Dallas, TX               2.0           2.00
## 24695              Amsterdam, NH, Netherlands               8.0           3.00
## 24697                              Austin, TX              16.0           0.00
## 24701                             Seattle, WA               5.0           0.00
## 24703                          Menlo Park, CA               1.0           1.00
## 24707                            Milpitas, CA               3.0           3.00
## 24708                             Redmond, WA              13.0           3.00
## 24709                        Tokyo, TY, Japan               2.0           2.00
## 24711                              Austin, TX               4.0           4.00
## 24714                             Bothell, WA              14.0          10.00
## 24717                             Seattle, WA               8.0           3.00
## 24718              London, EN, United Kingdom               8.0           1.00
## 24719                       San Francisco, CA               6.0           5.00
## 24720                       San Francisco, CA               6.0           0.00
## 24721                              Temple, TX               6.0           6.00
## 24725                   Vancouver, BC, Canada              17.0          12.00
## 24727                             Seattle, WA              20.0           1.00
## 24728                             Seattle, WA               4.0           3.00
## 24729                           San Diego, CA              12.0          12.00
## 24732                          Washington, DC               2.0           2.00
## 24734                           San Mateo, CA               6.0           1.00
## 24735                            San Jose, CA              12.0           2.00
## 24744                   Vancouver, BC, Canada               4.0           0.00
## 24746                              Vienna, VA              20.0           2.00
## 24747                             Seattle, WA               7.0           7.00
## 24748                             Seattle, WA               2.0           2.00
## 24749                        South Jordan, UT               7.0           0.00
## 24750                          Menlo Park, CA               6.0           1.00
## 24757                             Seattle, WA               4.0           4.00
## 24758                            San Jose, CA              10.0           4.00
## 24765                     Dublin, DN, Ireland               5.0           2.00
## 24770                          Menlo Park, CA               3.0           0.00
## 24772                            Columbus, OH               2.0           1.00
## 24774                            New York, NY               1.0           1.00
## 24776                             Burbank, CA               8.0           3.00
## 24777                     Burnaby, BC, Canada              11.0           7.00
## 24782                            New York, NY               3.0           3.00
## 24783                            New York, NY               3.0           0.00
## 24784                       Mountain View, CA               3.0           0.00
## 24786                           Nashville, TN               7.0           5.00
## 24788                    Tel Aviv, TA, Israel               5.0           2.00
## 24790                             Redmond, WA               0.0           0.00
## 24795                       San Francisco, CA               1.0           1.00
## 24796                           Cupertino, CA               3.0           1.00
## 24798                       Mountain View, CA               5.0           5.00
## 24800                            San Jose, CA               4.0           4.00
## 24801                       San Francisco, CA              19.0           0.00
## 24803                             Seattle, WA               6.0           3.00
## 24806                          Washington, DC              20.0           4.00
## 24807                       Mountain View, CA               1.0           1.00
## 24808                           Sunnyvale, CA              17.0           8.00
## 24809                       Mountain View, CA              15.0           2.00
## 24810                             Seattle, WA              10.0           5.00
## 24812                            New York, NY               3.0           3.00
## 24813                            Portland, OR              13.0           6.00
## 24820                             Chicago, IL               7.0           3.00
## 24822                          Menlo Park, CA               9.0           4.00
## 24828                            Milpitas, CA              23.0          13.00
## 24829                             Seattle, WA               5.0           1.00
## 24830                           Palo Alto, CA               2.0           2.00
## 24831                         New Orleans, LA              12.0           6.00
## 24832                         Santa Clara, CA              14.0           6.00
## 24834                           San Mateo, CA              10.0           4.00
## 24836                           Nashville, TN               0.0           0.00
## 24837                       Mountain View, CA              20.0           5.00
## 24840                    Bengaluru, KA, India               8.0           1.00
## 24842                    Tel Aviv, TA, Israel              13.0           2.00
## 24843                           Cupertino, CA               5.0           2.00
## 24848                   Walldorf, BW, Germany               0.0           0.00
## 24850                             Seattle, WA               2.0           0.00
## 24851              London, EN, United Kingdom               6.0           0.00
## 24852                           Palo Alto, CA               0.0           0.00
## 24856                              Austin, TX               8.0           3.00
## 24857                          Washington, DC               3.0           3.00
## 24858                       San Francisco, CA               1.0           1.00
## 24861                              Dallas, TX               6.0           1.00
## 24862                       San Francisco, CA               5.0           5.00
## 24865                           Cupertino, CA               8.0           1.00
## 24868                             Seattle, WA               2.0           0.00
## 24872                              Fulton, MD               6.0           3.00
## 24875                            San Jose, CA               1.0           1.00
## 24876                           San Ramon, CA              20.0          20.00
## 24879              London, EN, United Kingdom               6.0           6.00
## 24880                             Seattle, WA               3.0           3.00
## 24881                            New York, NY              19.0           0.00
## 24883                           San Ramon, CA              15.0           4.00
## 24884                         Santa Clara, CA              15.0           2.00
## 24885                             Seattle, WA              12.0           1.00
## 24886                       San Francisco, CA               4.0           2.00
## 24887                             Needham, MA               8.0           8.00
## 24891                             Houston, TX              13.0           0.00
## 24894                             Atlanta, GA              15.0           1.00
## 24895                         Santa Clara, CA               4.0           4.00
## 24897                             Redmond, WA              15.0           1.00
## 24899                           San Diego, CA              20.0          10.00
## 24900                             Seattle, WA              19.0           1.00
## 24901                       San Francisco, CA               1.0           1.00
## 24902                              Irvine, CA              20.0           6.00
## 24904                           Sunnyvale, CA              14.0           7.00
## 24905                            Bethesda, MD               5.0           0.00
## 24909                         Kansas City, MO               3.0           3.00
## 24910                            Bellevue, WA              17.0           3.00
## 24913                             Redmond, WA               3.0           0.00
## 24916                       Mountain View, CA               3.0           1.00
## 24917                       San Francisco, CA               7.0           7.00
## 24919                        Jacksonville, FL               7.0           3.00
## 24920                              Boston, MA              14.0           2.00
## 24924                          Menlo Park, CA               5.0           0.00
## 24927                       San Francisco, CA              11.0          10.00
## 24929                            San Jose, CA               5.0           3.00
## 24931                          Pleasanton, CA              10.0           1.00
## 24933                    Bangalore, KA, India               6.0           1.00
## 24935                     Berlin, BE, Germany               6.0           0.00
## 24940                            New York, NY               3.0           3.00
## 24941                       San Francisco, CA               4.0           3.00
## 24948                            San Jose, CA              11.0           2.00
## 24951                       San Francisco, CA              10.0           3.00
## 24953                            New York, NY              20.0           3.00
## 24957                          Scottsdale, AZ               9.0           2.00
## 24960                          Washington, DC               2.0           0.00
## 24962                          Menlo Park, CA               4.0           4.00
## 24965                               Tampa, FL              20.0           2.00
## 24968                       Mountain View, CA               9.0           3.00
## 24970                           Cupertino, CA               6.0           3.00
## 24972                        Redwood City, CA               5.0           5.00
## 24977                       Mountain View, CA              12.0           1.00
## 24978          Hong Kong, HK, Hong Kong (SAR)               0.0           0.00
## 24979                       San Francisco, CA              11.0           0.00
## 24981                Singapore, SG, Singapore               3.0           3.00
## 24986                             Seattle, WA              22.0          22.00
## 24987                       Mountain View, CA               4.0           3.00
## 24990                             Phoenix, AZ               2.0           0.00
## 24991                              Boston, MA               2.0           2.00
## 24992                        Redwood City, CA               3.0           3.00
## 24993                             Atlanta, GA               2.0           2.00
## 24995                           Baltimore, MD               1.0           0.00
## 25002                     Dublin, DN, Ireland               0.0           0.00
## 25004                     Toronto, ON, Canada               3.0           3.00
## 25008                            Dearborn, MI               0.0           0.00
## 25012                            New York, NY               2.0           2.00
## 25013                        Redwood City, CA               4.0           1.00
## 25014                             Fremont, CA              15.0          12.00
## 25016                       San Francisco, CA               2.0           2.00
## 25017                        Tokyo, TY, Japan              15.0           2.00
## 25019                       San Francisco, CA               7.0           3.00
## 25021                            San Jose, CA               4.0           2.00
## 25023                              Irvine, CA               3.0           2.00
## 25027                             Seattle, WA               7.0           1.00
## 25029                       Mountain View, CA               6.0           0.00
## 25032                             Redmond, WA               3.0           0.00
## 25038                            Bellevue, WA              12.0          10.00
## 25042                    Bengaluru, KA, India               3.0           3.00
## 25043                              Austin, TX               2.0           0.00
## 25045                             Redmond, WA               5.0           1.00
## 25050                            San Jose, CA               3.0           1.00
## 25053                            Portland, OR              23.0          21.00
## 25057                             Seattle, WA               7.0           0.00
## 25064                            New York, NY               2.0           1.00
## 25066                      Chennai, TN, India               7.0           1.00
## 25070                           Palo Alto, CA               3.0           3.00
## 25071                       Mountain View, CA               5.0           0.00
## 25072                           Hillsboro, OR               9.0           9.00
## 25073                            San Jose, CA               7.0           5.00
## 25074                            Whippany, NJ               3.0           0.00
## 25076              London, EN, United Kingdom               4.0           1.00
## 25077                          Boxborough, MA               3.0           3.00
## 25083                        Redwood City, CA               3.0           3.00
## 25085                           San Diego, CA               3.0           3.00
## 25086                            San Jose, CA               2.0           1.00
## 25090                            New York, NY               4.0           2.00
## 25093                              Austin, TX              22.0           1.00
## 25094                             Redmond, WA               5.0           1.00
## 25095                          Menlo Park, CA               0.0           0.00
## 25106                           Cupertino, CA               4.0           0.00
## 25109                       San Francisco, CA               4.0           0.00
## 25110                       San Francisco, CA              20.0           7.00
## 25111                    Bengaluru, KA, India              10.0           0.00
## 25116                       Mountain View, CA               5.0           5.00
## 25117                               Plano, TX              10.0           0.00
## 25118                           St. Louis, MO               2.0           2.00
## 25124                       Mountain View, CA               2.0           0.00
## 25126                      Moscow, MC, Russia               3.0           3.00
## 25129                              Austin, TX               3.0           2.00
## 25136                             Seattle, WA               3.0           3.00
## 25138                             Seattle, WA               3.0           3.00
## 25139                       San Francisco, CA               2.0           2.00
## 25142                             Seattle, WA               3.0           0.00
## 25144                       San Francisco, CA               0.0           0.00
## 25147                       Mountain View, CA               0.0           0.00
## 25149                          Menlo Park, CA               8.0           3.00
## 25150                            New York, NY               7.0           1.00
## 25152                              Boston, MA              25.0           1.00
## 25153                               Tempe, AZ               0.0           0.00
## 25154                             Seattle, WA              12.0           1.00
## 25155                            San Jose, CA              10.0           1.00
## 25156                       San Francisco, CA              10.0           1.00
## 25160                        Redwood City, CA              11.0           1.00
## 25163                         Santa Clara, CA              20.0           9.00
## 25170                       San Francisco, CA               3.0           0.00
## 25172                             Seattle, WA              10.0           4.00
## 25173                       San Francisco, CA               7.0           5.00
## 25181                             Seattle, WA               1.0           0.00
## 25183                       San Francisco, CA               2.0           2.00
## 25187                             Seattle, WA               1.0           1.00
## 25188                       Mountain View, CA               6.0           5.00
## 25191                           Sunnyvale, CA               7.0           0.00
## 25194                           Cupertino, CA               5.0           0.00
## 25196                            New York, NY               4.0           2.00
## 25203                             Seattle, WA               5.0           2.00
## 25204                        Moscow Mills, MO               4.0           4.00
## 25208                      Ottawa, ON, Canada               1.0           1.00
## 25210                       Paris, IL, France               6.0           5.00
## 25213                              Dallas, TX               0.0           0.00
## 25215                            New York, NY               2.0           0.00
## 25217                              Denver, CO               4.0           2.00
## 25219                           Palo Alto, CA               3.0           2.00
## 25222                             Chicago, IL              14.0           1.00
## 25226                              Dallas, TX               9.0           7.00
## 25227                            Issaquah, WA               5.0           2.00
## 25229                   Vancouver, BC, Canada              10.0           4.00
## 25230                            Kirkland, WA              11.0           0.00
## 25231                             Seattle, WA               5.0           2.00
## 25232                       San Francisco, CA               4.0           1.00
## 25234                          Menlo Park, CA               0.0           0.00
## 25236                            New York, NY              13.0          13.00
## 25241                           Sunnyvale, CA              15.0           1.00
## 25244                            New York, NY               1.0           1.00
## 25245                              Boston, MA              12.0           3.00
## 25246                            New York, NY               7.0           4.00
## 25248                       Mountain View, CA               0.0           0.00
## 25253                Singapore, SG, Singapore               4.0           2.00
## 25255                         Los Angeles, CA               6.0           1.00
## 25256                             Seattle, WA               6.0           1.00
## 25257                           Hillsboro, OR              12.0          12.00
## 25261                            New York, NY               4.0           1.00
## 25262                            San Jose, CA              10.0           1.00
## 25263                             Seattle, WA              10.0           0.00
## 25267                            New York, NY               2.0           2.00
## 25273                       San Francisco, CA              12.0           2.00
## 25275                           Sunnyvale, CA               3.0           0.00
## 25276                         San Antonio, TX               5.0           3.00
## 25277                             Seattle, WA               6.0           0.00
## 25279                          Menlo Park, CA              10.0           2.00
## 25281                            New York, NY               3.0           0.00
## 25282                             Seattle, WA               5.0           3.00
## 25283                     Berlin, BE, Germany               7.0           0.00
## 25285                   Limerick, LK, Ireland               4.0           1.00
## 25286                        Tokyo, TY, Japan               3.0           3.00
## 25287                      Moscow, MC, Russia              13.0           3.00
## 25288                         Pune, MH, India               6.0           1.00
## 25289                       San Francisco, CA              10.0           6.00
## 25291                       San Francisco, CA               5.0           0.00
## 25294                            New York, NY               9.0           2.00
## 25295                            New York, NY               1.0           1.00
## 25298                        Indianapolis, IN               3.0           3.00
## 25299                    Bangalore, KA, India               5.0           3.00
## 25300                             Seattle, WA               7.0           0.00
## 25301                             Seattle, WA               1.0           0.00
## 25307                            New York, NY              10.0           2.00
## 25308                            New York, NY               2.0           0.00
## 25310                             Seattle, WA               4.0           2.00
## 25314                             Seattle, WA               2.0           2.00
## 25316                       San Francisco, CA              20.0           6.00
## 25318                     Toronto, ON, Canada               8.0           1.00
## 25326                            San Jose, CA               0.0           0.00
## 25328                              Austin, TX              12.0           3.00
## 25329                           San Diego, CA               5.0           1.00
## 25330                            Portland, OR               0.0           0.00
## 25334                       Mountain View, CA               6.0           2.00
## 25336                            San Jose, CA              14.0           3.00
## 25337                             Seattle, WA               4.0           1.00
## 25338                             Houston, TX              13.0           5.00
## 25339                              Dallas, TX               8.0           0.00
## 25340                             Houston, TX               6.0           5.00
## 25342                   Sydney, NS, Australia               0.0           0.00
## 25343                             Chicago, IL              20.0           1.00
## 25345                           Sunnyvale, CA               6.0           0.00
## 25353                             Seattle, WA               9.0           4.00
## 25355                           Cupertino, CA               5.0           2.00
## 25356                       San Francisco, CA               2.0           1.00
## 25364                            San Jose, CA               7.0           7.00
## 25365                            San Jose, CA               2.0           0.00
## 25367                              Folsom, CA              20.0           9.00
## 25369                       Kiev, KC, Ukraine               7.0           3.00
## 25370                           Cupertino, CA               2.0           2.00
## 25372                    Bengaluru, KA, India               9.0           2.00
## 25374                       San Francisco, CA               2.0           2.00
## 25375                            New York, NY              10.0           3.00
## 25377                             Seattle, WA               1.0           1.00
## 25378                            San Jose, CA              15.0           5.00
## 25381                       San Francisco, CA               8.0           2.00
## 25383                             Boulder, CO               8.0           2.00
## 25387                    Hyderabad, TS, India              11.0           2.00
## 25389                            New York, NY              10.0           1.00
## 25392                       Mountain View, CA              11.0           1.00
## 25393                       Torino, PI, Italy              17.0           2.00
## 25394                            Portland, OR              20.0           7.00
## 25400                             Seattle, WA               4.0           2.00
## 25403                             Madison, WI              10.0           2.00
## 25404                              Irvine, CA              14.0           1.00
## 25406                              Irvine, CA              11.0           4.00
## 25407                       San Francisco, CA              17.0           1.00
## 25410                              Irvine, CA               5.0           4.00
## 25412                             Houston, TX               6.0           6.00
## 25413                           Hillsboro, OR               2.0           0.00
## 25416                             Seattle, WA              10.0           2.00
## 25418                           Palo Alto, CA               8.0           2.00
## 25422                             Houston, TX               1.0           1.00
## 25424                          Menlo Park, CA              10.0           1.00
## 25427                        Philadelphia, PA              11.0           4.00
## 25428                             Fremont, CA               7.0           0.00
## 25434                           Littleton, MA               4.0           1.00
## 25436                             Seattle, WA               8.0           2.00
## 25438                       San Francisco, CA               8.0           1.00
## 25439                       San Francisco, CA               5.0           2.00
## 25441                              Austin, TX              12.0           7.00
## 25453                              Irvine, CA               8.0           5.00
## 25456                       San Francisco, CA               3.0           0.00
## 25457                       San Francisco, CA               1.0           1.00
## 25459                          Richardson, TX               1.0           1.00
## 25467                       San Francisco, CA               7.0           1.00
## 25470                              Helena, MT               4.0           4.00
## 25471                              Austin, TX              10.0           1.00
## 25474           Edinburgh, SC, United Kingdom               4.0           4.00
## 25478                       Mountain View, CA              11.0           5.00
## 25480                             Chicago, IL               1.0           1.00
## 25483                   Vancouver, BC, Canada               8.0           8.00
## 25484                             Redmond, WA              12.0          12.00
## 25486                     Fort Lauderdale, FL               0.0           0.00
## 25487                          Menlo Park, CA               2.0           2.00
## 25489                            San Jose, CA               4.0           4.00
## 25490                         Minneapolis, MN               0.0           0.00
## 25495                          Menlo Park, CA              11.0           0.00
## 25496                            Johnston, RI               1.0           1.00
## 25501                             Seattle, WA              18.0          15.00
## 25505                    Bangalore, KA, India               8.0           0.00
## 25506                    Bangalore, KA, India               9.0           4.00
## 25509                          Menlo Park, CA               0.0           0.00
## 25513                    Hyderabad, AP, India              10.0           3.00
## 25515                             Seattle, WA               3.0           3.00
## 25516                         Santa Clara, CA               3.0           1.00
## 25521                              Goshen, IN              15.0           2.00
## 25522                       San Francisco, CA               5.0           0.00
## 25523                             Atlanta, GA               7.0           1.00
## 25526                            New York, NY               3.0           0.00
## 25533                       San Francisco, CA               3.0           3.00
## 25536                             Seattle, WA               5.0           5.00
## 25539              Amsterdam, NH, Netherlands              15.0           2.00
## 25540                       San Francisco, CA               2.0           2.00
## 25543                            San Jose, CA              12.0           2.00
## 25549                            San Jose, CA              13.0           2.00
## 25552                          Washington, DC               1.0           1.00
## 25554                             Seattle, WA               4.0           4.00
## 25561              London, EN, United Kingdom               2.0           0.00
## 25562                         Los Angeles, CA               1.0           0.00
## 25566                           Sunnyvale, CA              12.0           2.00
## 25567                              Austin, TX              15.0           1.00
## 25568                          Wilmington, DE               5.0           5.00
## 25569                              Austin, TX               5.0           0.00
## 25574                       Mountain View, CA              15.0          10.00
## 25575                         San Antonio, TX              10.0           4.00
## 25578                         Bentonville, AR              15.0           5.00
## 25582                              Boston, MA               4.0           3.00
## 25584                           Cambridge, MA               0.0           0.00
## 25588                               Plano, TX               3.0           1.00
## 25590                    Waterloo, ON, Canada               1.0           1.00
## 25591                              Irvine, CA               7.0           0.00
## 25592              London, EN, United Kingdom              15.0           0.00
## 25600                             Seattle, WA              20.0           6.00
## 25602                             Seattle, WA              13.0           5.00
## 25603                             Seattle, WA               1.0           1.00
## 25606                              Denver, CO               2.0           2.00
## 25607                              Irvine, CA               5.0           5.00
## 25608                       San Francisco, CA               5.0           0.00
## 25612                        Philadelphia, PA               6.0           1.00
## 25613                       San Francisco, CA               2.0           2.00
## 25617                         Santa Clara, CA               5.0           5.00
## 25618                             Redmond, WA              19.0          14.00
## 25621                          Wilmington, DE              13.0           4.00
## 25622                           Arlington, VA               1.0           1.00
## 25626                       San Francisco, CA               7.0           0.00
## 25627                       San Francisco, CA               2.0           2.00
## 25630                       Mountain View, CA               4.0           0.00
## 25632                             Chicago, IL               3.0           0.00
## 25634                         Los Angeles, CA               5.0           2.00
## 25638                             Seattle, WA               2.0           2.00
## 25639          Birmingham, EN, United Kingdom               1.0           1.00
## 25642                             Seattle, WA               5.0           3.00
## 25643                            San Jose, CA               5.0           5.00
## 25644                           San Diego, CA               2.0           2.00
## 25646                    Bengaluru, KA, India               4.0           4.00
## 25647                       San Francisco, CA               2.0           2.00
## 25648                    Bengaluru, KA, India               7.0           2.00
## 25649                       Mountain View, CA               2.0           0.00
## 25650              London, EN, United Kingdom               9.0           4.00
## 25651                           Cupertino, CA               2.0           2.00
## 25653                    Bangalore, KA, India               5.0           4.00
## 25654                Singapore, SG, Singapore               8.0           1.00
## 25657                       San Francisco, CA               0.0           0.00
## 25659                        Philadelphia, PA               4.0           4.00
## 25660                           Cupertino, CA               6.0           1.00
## 25662                            San Jose, CA               5.0           2.00
## 25663                             Seattle, WA               5.0           5.00
## 25665                            Portland, OR              20.0          10.00
## 25669                          Washington, DC               1.0           1.00
## 25670                            San Jose, CA               6.0           2.00
## 25671                            San Jose, CA              18.0           4.00
## 25675                       Mountain View, CA              28.0           2.00
## 25689                           Cupertino, CA               8.0           3.00
## 25690                       San Francisco, CA               7.0           7.00
## 25691                           San Bruno, CA               1.0           1.00
## 25692                         Los Angeles, CA               7.0           2.00
## 25694                         Santa Clara, CA               7.0           3.00
## 25698                          Middletown, NJ              12.0           6.00
## 25699                              Boston, MA               1.0           1.00
## 25701                            New York, NY               6.0           6.00
## 25703                           San Diego, CA               6.0           1.00
## 25704                           Cupertino, CA              10.0           3.00
## 25709                             Redmond, WA              10.0           4.00
## 25714                           Charlotte, NC               1.0           1.00
## 25716                             Oakland, CA               8.0           4.00
## 25721                             Seattle, WA              10.0           0.00
## 25726                            New York, NY              10.0           1.00
## 25727                            Campbell, CA               5.0           2.00
## 25729                    Bangalore, KA, India               1.0           1.00
## 25734                       San Francisco, CA               3.0           1.00
## 25738                            New York, NY               3.0           0.00
## 25741                                Ames, IA               6.0           6.00
## 25745                    Bangalore, KA, India               6.0           3.00
## 25746                         Pune, MH, India               1.0           1.00
## 25747                            New York, NY               4.0           2.00
## 25749                       Mountain View, CA               2.0           0.00
## 25752                    Bangalore, KA, India               8.0           0.00
## 25753                       Mountain View, CA               9.0           3.00
## 25757                         Santa Clara, CA               2.0           2.00
## 25759              Amsterdam, NH, Netherlands              15.0           8.00
## 25762              London, EN, United Kingdom              20.0           3.00
## 25763                             Everett, WA               3.0           2.00
## 25766                             Redmond, WA               2.0           2.00
## 25767                             Redmond, WA               0.0           0.00
## 25768                            New York, NY               2.0           0.00
## 25779                             Redmond, WA               0.0           0.00
## 25780                       Mountain View, CA               8.0           3.00
## 25786                           Cambridge, MA               0.0           0.00
## 25788                       San Francisco, CA               5.0           1.00
## 25790                            New York, NY               0.0           0.00
## 25791                             Seattle, WA               0.0           0.00
## 25792                            New York, NY               0.0           0.00
## 25793                       San Francisco, CA               1.0           1.00
## 25795                     Rolling Meadows, IL               4.0           4.00
## 25798                           Arlington, VA               4.0           1.00
## 25807                             Seattle, WA               4.0           0.00
## 25808                       San Francisco, CA              20.0           5.00
## 25809                             Seattle, WA               4.0           4.00
## 25813                            San Jose, CA               8.0           8.00
## 25814                       Mountain View, CA               5.0           0.00
## 25815                       Mountain View, CA               0.0           0.00
## 25816                           Cupertino, CA               2.0           1.00
## 25817                         Morrisville, NC               4.0           0.00
## 25819                            San Jose, CA              10.0           2.00
## 25821                       San Francisco, CA               6.0           2.00
## 25824                              Summit, NJ              10.0           5.00
## 25828                              Denver, CO               1.0           0.00
## 25831                             Seattle, WA               3.0           0.00
## 25834                            Kirkland, WA              12.0           1.00
## 25837                       San Francisco, CA               0.0           0.00
## 25838                         Bentonville, AR               3.0           1.00
## 25841                             Seattle, WA               1.0           1.00
## 25845                             Seattle, WA               7.0           0.00
## 25846                    Bangalore, KA, India               0.0           0.00
## 25847                          Washington, DC               3.0           3.00
## 25855                    Bangalore, KA, India               1.0           1.00
## 25860                            Bellevue, WA               0.0           0.00
## 25861                       Mountain View, CA               6.0           1.00
## 25862                             Boulder, CO               7.0           6.00
## 25865                    Bangalore, KA, India               3.0           0.00
## 25869                             Seattle, WA               9.0           4.00
## 25872                             Redmond, WA               0.0           0.00
## 25873                       Oklahoma City, OK               1.0           1.00
## 25874                              Reston, VA               2.0           0.00
## 25878                       San Francisco, CA              12.0           6.00
## 25879                             Redmond, WA              22.0          22.00
## 25880                             Seattle, WA              14.0          11.00
## 25882                          Pittsburgh, PA               5.0           3.00
## 25885                             Raleigh, NC               5.0           2.00
## 25886                           Cupertino, CA               0.0           0.00
## 25890                             Seattle, WA               1.0           0.00
## 25891                            New York, NY              12.0           8.00
## 25893                       San Francisco, CA               9.0           3.00
## 25896                            Mckinney, TX              11.0           3.00
## 25898                       San Francisco, CA              10.0           5.00
## 25900                         Santa Clara, CA               5.0           2.00
## 25908                           Palo Alto, CA              13.0           0.00
## 25909                         Santa Clara, CA              20.0          10.00
## 25915                       Mountain View, CA              12.0           2.00
## 25917                              Austin, TX              20.0          13.00
## 25920                             Ashburn, VA               1.0           0.00
## 25922                       San Francisco, CA               7.0           5.00
## 25927                             Redmond, WA               2.0           0.00
## 25929                       San Francisco, CA              10.0           8.00
## 25930                           Cupertino, CA               6.0           0.00
## 25933                             Seattle, WA              10.0           6.00
## 25934                         Santa Clara, CA               4.0           1.00
## 25936                              Austin, TX              15.0           6.00
## 25937                        Delhi, DL, India              14.0           1.00
## 25939                    Bangalore, KA, India              15.0           3.00
## 25941                      Gurgaon, HR, India               1.0           1.00
## 25947                              Boston, MA               3.0           2.00
## 25949                            New York, NY              10.0           2.00
## 25955                        Poughkeepsie, NY               3.0           2.00
## 25960                             Houston, TX               1.0           1.00
## 25967                              Boston, MA               0.0           0.00
## 25968                       San Francisco, CA               4.0           0.00
## 25969                       Mumbai, MH, India               0.0           0.00
## 25973                             Seattle, WA               7.0           0.00
## 25977                       San Francisco, CA               5.0           3.00
## 25978                        Santa Monica, CA               5.0           0.00
## 25981                         Los Angeles, CA               7.0           2.00
## 25984                           Sunnyvale, CA               3.0           0.00
## 25988                            San Jose, CA               4.0           4.00
## 25989                    Bengaluru, KA, India               1.0           1.00
## 25990                           Cupertino, CA               2.0           0.00
## 25991                            New York, NY               2.0           0.00
## 26000                           Palo Alto, CA               3.0           1.00
## 26002                        Redwood City, CA               2.0           2.00
## 26007                       San Francisco, CA               3.0           2.00
## 26008                    Tel Aviv, TA, Israel               1.0           1.00
## 26009                             Seattle, WA              20.0           1.00
## 26011                             Fairfax, VA              10.0           8.00
## 26012                     Dublin, DN, Ireland               5.0           3.00
## 26013                    Hyderabad, TS, India               0.0           0.00
## 26018                       Mountain View, CA               1.0           1.00
## 26019                              Spring, TX               0.0           0.00
## 26025                         Santa Clara, CA               5.0           2.00
## 26026                           San Diego, CA              10.0           3.00
## 26028                             Seattle, WA               1.0           1.00
## 26035                              Austin, TX               0.0           0.00
## 26037                             Phoenix, AZ               0.0           0.00
## 26043                         Los Angeles, CA              10.0           0.00
## 26047                             Seattle, WA               5.0           1.00
## 26050                             Redmond, WA              10.0           8.00
## 26052                                Lehi, UT               5.0           2.00
## 26057                       Mountain View, CA              14.0           2.00
## 26058                             Seattle, WA              11.0           0.00
## 26059                         Los Angeles, CA              25.0           8.00
## 26060                              Boston, MA              15.0           0.00
## 26069                         Los Angeles, CA              15.0           9.00
## 26070                       San Francisco, CA               0.0           0.00
## 26074                    Hyderabad, TS, India              14.0          11.00
## 26077                             Seattle, WA               2.0           0.00
## 26082              London, EN, United Kingdom               9.0           3.00
## 26083                           Los Gatos, CA               3.0           3.00
## 26086                        Grand Rapids, MI              14.0           7.00
## 26091                    Bangalore, KA, India               4.0           0.00
## 26092              London, EN, United Kingdom               3.0           3.00
## 26094                             Oakland, CA               2.0           1.00
## 26096                           Sunnyvale, CA               0.0           0.00
## 26097                           San Diego, CA               5.0           0.00
## 26102                         Minneapolis, MN               2.0           0.00
## 26105                           Beaverton, OR               3.0           1.00
## 26106                    Bengaluru, KA, India              10.0           5.00
## 26107                       San Francisco, CA               2.0           0.00
## 26108                             Detroit, MI               5.0           0.00
## 26115                             Phoenix, AZ               2.0           2.00
## 26117                           Cupertino, CA              12.0           1.00
## 26119                     Markham, ON, Canada               4.0           3.00
## 26120                     Fort Lauderdale, FL               3.0           3.00
## 26123                           Cupertino, CA               4.0           2.00
## 26132              London, EN, United Kingdom               3.0           2.00
## 26136              London, EN, United Kingdom               2.0           2.00
## 26137                 Mississauga, ON, Canada               2.0           1.00
## 26139                    Bengaluru, KA, India               7.0           1.00
## 26142                              Denver, CO               2.0           2.00
## 26143                              Folsom, CA              20.0           4.00
## 26146                               Plano, TX               1.0           0.00
## 26150                             Chicago, IL               2.0           2.00
## 26152             Cape Town, WC, South Africa              10.0           5.00
## 26154                           Los Gatos, CA               7.0           2.00
## 26155                       Mountain View, CA              10.0           2.00
## 26158                          Menlo Park, CA               6.0           4.00
## 26159                              Reston, VA               4.0           1.00
## 26160                            New York, NY              10.0           2.00
## 26164                             Seattle, WA               0.0           0.00
## 26165                             Seattle, WA               2.0           0.00
## 26168                             Seattle, WA               0.0           0.00
## 26176                           San Diego, CA               1.0           1.00
## 26179                          Huntsville, AL               5.0           3.00
## 26184                       Mountain View, CA              10.0           8.00
## 26185                       San Francisco, CA               2.0           0.00
## 26186                            Skillman, NJ              13.0           3.00
## 26191                       San Francisco, CA               5.0           0.00
## 26195                          Northridge, CA               5.0           5.00
## 26198                             Chicago, IL               3.0           3.00
## 26202                             Chicago, IL               1.0           1.00
## 26205                              Verona, WI               0.0           0.00
## 26207                       San Francisco, CA              25.0           0.00
## 26208                          Menlo Park, CA              22.0           0.00
## 26209                         Los Angeles, CA               4.0           1.00
## 26211                   Sydney, NS, Australia              13.0           2.00
## 26214                              Boston, MA               1.0           1.00
## 26220                Ekaterinburg, SV, Russia               2.0           1.00
## 26221                               Plano, TX               3.0           3.00
## 26222                              Boston, MA               3.0           1.00
## 26223                              Denver, CO              21.0           1.00
## 26224                            San Jose, CA               6.0           2.00
## 26230                             Redmond, WA              16.0           8.00
## 26234                         Santa Clara, CA               4.0           4.00
## 26236                             Seattle, WA              15.0          10.00
## 26243                             Atlanta, GA               5.0           3.00
## 26246                          Washington, DC              10.0           3.00
## 26247                             Seattle, WA               7.0           1.00
## 26248                       San Francisco, CA               4.0           3.00
## 26249                     Toronto, ON, Canada               2.0           2.00
## 26250                              Austin, TX               7.0           7.00
## 26251                           Sunnyvale, CA               4.0           4.00
## 26252                            New York, NY               7.0           4.00
## 26257                       San Francisco, CA               6.0           2.00
## 26260                     Berlin, BE, Germany               3.0           0.00
## 26263                           Cupertino, CA               4.0           0.00
## 26264                             Seattle, WA               2.0           0.00
## 26268                             Houston, TX               3.0           3.00
## 26269                       San Francisco, CA               8.0           4.00
## 26270                           Palo Alto, CA              14.0           1.00
## 26275                             Atlanta, GA               0.0           0.00
## 26286                         Santa Clara, CA               4.0           4.00
## 26289                       San Francisco, CA              10.0           2.00
## 26292                       Mountain View, CA              16.0           7.00
## 26294                    Bengaluru, KA, India               4.0           1.00
## 26295                            New York, NY               5.0           5.00
## 26298                           Cupertino, CA               8.0           1.00
## 26299                             Chicago, IL               5.0           1.00
## 26301                             Seattle, WA               8.0           0.00
## 26302                             Seattle, WA               8.0           0.00
## 26307                    Bangalore, KA, India               0.0           0.00
## 26308                             Alameda, CA              13.0           2.00
## 26310                    Bengaluru, KA, India               7.0           2.00
## 26311              London, EN, United Kingdom               5.0           2.00
## 26313                           Cupertino, CA              15.0           5.00
## 26314                    Bangalore, KA, India              12.0           2.00
## 26315                             Fairfax, VA               6.0           3.00
## 26316                              Austin, TX               4.0           4.00
## 26317                    Hyderabad, TS, India               3.0           3.00
## 26323                            New York, NY               5.0           2.00
## 26324                    Bangalore, KA, India              12.0           1.00
## 26328                              Austin, TX              10.0           6.00
## 26333                         Los Angeles, CA              15.0           5.00
## 26334                            New York, NY               8.0           1.00
## 26337                             Seattle, WA              15.0          13.00
## 26345                           Palo Alto, CA               2.0           2.00
## 26347                             Redmond, WA              15.0           8.00
## 26348                              Boston, MA              10.0           2.00
## 26351                              Austin, TX               9.0           2.00
## 26352                            New York, NY              15.0           5.00
## 26354                      Chennai, TN, India               4.0           4.00
## 26357                           Palo Alto, CA               4.0           4.00
## 26358                           Palo Alto, CA               2.0           0.00
## 26361                              Austin, TX               3.0           0.00
## 26362                              Boston, MA               8.0           0.00
## 26364                           Cupertino, CA               5.0           5.00
## 26366                              Vienna, VA               1.0           1.00
## 26367                             Seattle, WA               8.0           1.00
## 26370                             Seattle, WA               4.0           1.00
## 26372                              Newark, NJ              21.0          12.00
## 26376                             Redmond, WA              13.0           5.00
## 26377                              Boston, MA              15.0           8.00
## 26379                         Santa Clara, CA               4.0           4.00
## 26381                         Santa Clara, CA               4.0           4.00
## 26384                            New York, NY              18.0           4.00
## 26385                               Plano, TX               2.0           2.00
## 26390                            New York, NY               3.0           1.00
## 26391                            New York, NY               2.0           0.00
## 26392                            New York, NY               2.0           0.00
## 26394                           Sunnyvale, CA              12.0           4.00
## 26399                       San Francisco, CA               6.0           1.00
## 26410                               Plano, TX               0.0           0.00
## 26413                              Irvine, CA              15.0           6.00
## 26417                          Goa, GA, India               4.0           2.00
## 26421                           Cambridge, MA               2.0           0.00
## 26423                              Boston, MA               6.0           0.00
## 26425                          Menlo Park, CA               1.0           1.00
## 26426                           Arlington, VA               6.0           6.00
## 26428                            New York, NY               9.0           2.00
## 26429                        Redwood City, CA              21.0           1.00
## 26431                       Mountain View, CA              21.0           0.00
## 26436                         Minneapolis, MN               3.0           1.00
## 26438                            New York, NY              10.0           6.00
## 26447                       Paris, IL, France               3.0           0.00
## 26448                             Seattle, WA               7.0           0.00
## 26451                            New York, NY               5.0           1.00
## 26452                       Mountain View, CA               0.0           0.00
## 26453                              Boston, MA               4.0           1.00
## 26455                              Austin, TX               7.0           0.00
## 26457                          Menlo Park, CA               6.0           0.00
## 26460                             Seattle, WA               1.0           1.00
## 26466                            Portland, OR               6.0           2.00
## 26467                           Cupertino, CA              11.0           0.00
## 26476                       San Francisco, CA               7.0           1.00
## 26478                              Reston, VA               3.0           0.00
## 26487                             Redmond, WA               0.0           0.00
## 26489                            New York, NY              14.0           4.00
## 26490                               Boone, NC              16.0          11.00
## 26491                              Denver, CO               0.0           0.00
## 26502                          Round Rock, TX              15.0          10.00
## 26505                       San Francisco, CA              20.0           0.00
## 26506                             Seattle, WA              10.0           2.00
## 26509                          Menlo Park, CA              30.0           0.00
## 26513                       San Francisco, CA               1.0           1.00
## 26515                          Menlo Park, CA               0.0           0.00
## 26519                       San Francisco, CA               2.0           1.00
## 26526                            New York, NY              10.0           1.00
## 26527                           San Mateo, CA               2.0           1.00
## 26530           Guildford, EN, United Kingdom               5.0           3.00
## 26531                             Seattle, WA               4.0           0.00
## 26533                              Dallas, TX              17.0           6.00
## 26535                         Santa Clara, CA              15.0          15.00
## 26540                       San Francisco, CA               6.0           1.00
## 26544                         Jersey City, NJ              13.0           2.00
## 26545                       Mountain View, CA              17.0           8.00
## 26549                     Toronto, ON, Canada               5.0           1.00
## 26551                       San Francisco, CA               5.0           2.00
## 26553                             Mc Lean, VA               3.0           2.00
## 26554                              Austin, TX               2.0           0.00
## 26557                       San Francisco, CA              10.0           3.00
## 26561                    Hyderabad, AP, India               0.0           0.00
## 26562                           Palo Alto, CA               2.0           0.00
## 26563                              Boston, MA               5.0           1.00
## 26565                           San Diego, CA              20.0           1.00
## 26568                             Seattle, WA               8.0           2.00
## 26569                             Houston, TX               0.0           0.00
## 26570                            New York, NY              12.0           8.00
## 26579                          Washington, DC               2.0           2.00
## 26581                           Palo Alto, CA               5.0           0.00
## 26588                           Cupertino, CA               5.0           0.00
## 26590                             Madison, WI               0.0           0.00
## 26594                           Palo Alto, CA               6.0           3.00
## 26595                          Washington, DC               4.0           4.00
## 26600                           Cupertino, CA              17.0           8.00
## 26606                            New York, NY               2.0           0.00
## 26610                       San Francisco, CA               0.0           0.00
## 26614                         Los Angeles, CA              23.0           1.00
## 26615                         Foster City, CA               3.0           2.00
## 26617                            New York, NY              12.0          12.00
## 26618                            New York, NY               1.0           1.00
## 26625                          Portsmouth, RI               3.0           1.00
## 26626                    Bangalore, KA, India               4.0           1.00
## 26628                         Pune, MH, India               9.0           1.00
## 26629                       San Francisco, CA               3.0           0.00
## 26630                       San Francisco, CA              10.0           1.00
## 26632                             Seattle, WA              14.0           5.00
## 26634                       San Francisco, CA              18.0           2.00
## 26635                              Austin, TX               3.0           2.00
## 26638                             Seattle, WA               3.0           1.00
## 26644                         San Antonio, TX              10.0           1.00
## 26645                    Cologne, NW, Germany               7.0           0.00
## 26647                     Berlin, BE, Germany               5.0           0.00
## 26650                             Seattle, WA              12.0           3.00
## 26651                             Redmond, WA               1.0           0.00
## 26652                              Boston, AR               5.0           2.00
## 26657                              Austin, TX              13.0           1.00
## 26665                       San Francisco, CA               1.0           1.00
## 26666                Singapore, SG, Singapore              11.0           9.00
## 26670                            San Jose, CA               3.0           3.00
## 26671                             Seattle, WA               6.0           3.00
## 26672                   Vancouver, BC, Canada               1.0           1.00
## 26674                       Mountain View, CA               9.0           2.00
## 26675                             Redmond, WA               5.0           5.00
## 26686                           Sunnyvale, CA              10.0           4.00
## 26688                         Jersey City, NJ              15.0           8.00
## 26689                             Fairfax, VA              16.0           2.00
## 26690                             Seattle, WA               6.0           3.00
## 26692                              Dallas, TX               5.0           2.00
## 26693                            New York, NY              10.0           3.00
## 26701                         Los Angeles, CA              12.0           1.00
## 26704                             Seattle, WA               1.0           0.00
## 26705                             Seattle, WA               4.0           4.00
## 26706                         Santa Clara, CA              15.0           1.00
## 26707                       San Francisco, CA              10.0           1.00
## 26709                       San Francisco, CA               1.0           1.00
## 26711                             Seattle, WA              10.0           5.00
## 26712                       San Francisco, CA               6.0           3.00
## 26714                         Santa Clara, CA              10.0           5.00
## 26715                            New York, NY              10.0           5.00
## 26721                         Jersey City, NJ              13.0          13.00
## 26723                         Los Angeles, CA               4.0           0.00
## 26725                            Portland, OR              15.0           6.00
## 26728                        Redwood City, CA               2.0           1.00
## 26733                               Plano, TX              13.0           2.00
## 26734                             Redmond, WA               3.0           2.00
## 26735                              Denver, CO               0.0           0.00
## 26737                              Dallas, TX               1.0           1.00
## 26738                         San Antonio, TX               2.0           2.00
## 26740                              Boston, MA              12.0          11.00
## 26742                    Bengaluru, KA, India               8.0           2.00
## 26744                        Redwood City, CA               4.0           4.00
## 26747                     Rolling Meadows, IL               2.0           2.00
## 26748                      Moscow, MC, Russia              11.0           1.00
## 26750                             Atlanta, GA              18.0           4.00
## 26751                             Seattle, WA               9.0           1.00
## 26752                       San Francisco, CA               2.0           0.00
## 26755             Bristol, EN, United Kingdom              15.0           5.00
## 26760                     Munich, BY, Germany              10.0           0.00
## 26762                              Austin, TX               5.0           5.00
## 26763                            New York, NY               8.0           1.00
## 26765                              Durham, NC              25.0           5.00
## 26768                       San Francisco, CA               3.0           3.00
## 26769                            New York, NY               7.0           1.00
## 26770                          Saint Paul, MN               3.0           3.00
## 26774                          Menlo Park, CA               3.0           0.00
## 26776                          Menlo Park, CA               0.0           0.00
## 26779                             Redmond, WA               1.0           1.00
## 26780                       Mountain View, CA              10.0           1.00
## 26781                    Colorado Springs, CO               8.0           8.00
## 26784                            New York, NY               7.0           5.00
## 26785                             Atlanta, GA              14.0           1.00
## 26788                             Seattle, WA               5.0           3.00
## 26791                             Redmond, WA               1.0           1.00
## 26800                            Chandler, AZ              20.0          20.00
## 26803                             Seattle, WA              10.0           3.00
## 26807                             Atlanta, GA              10.0           5.00
## 26808                             Redmond, WA               3.0           1.00
## 26810                             Seattle, WA               7.0           7.00
## 26811                           Palo Alto, CA               1.0           0.00
## 26813                            New York, NY               5.0           0.00
## 26814                             Raleigh, NC              25.0          11.00
## 26815                           Cambridge, MA               9.0           7.00
## 26817                             Houston, TX               5.0           3.00
## 26821                       San Francisco, CA              18.0           7.00
## 26822                        Tokyo, TY, Japan               5.0           2.00
## 26824                   Budapest, BU, Hungary               3.0           0.00
## 26825                        Noida, UP, India               7.0           4.00
## 26827                           Cupertino, CA               5.0           1.00
## 26828                      Salt Lake City, UT               0.0           0.00
## 26830                           San Diego, CA               8.0           8.00
## 26835                           Palo Alto, CA               5.0           2.00
## 26837                       Mountain View, CA               5.0           4.00
## 26838                             Seattle, WA               3.0           0.00
## 26841                            Redlands, CA               3.0           3.00
## 26843                           Sunnyvale, CA               9.0           9.00
## 26844                            New York, NY               0.0           0.00
## 26849                            New York, NY               2.0           0.00
## 26853                          Menlo Park, CA               8.0           2.00
## 26868                    Bangalore, KA, India               8.0           7.00
## 26872                            San Jose, CA               4.0           4.00
## 26874                             Redmond, WA              15.0          13.00
## 26877                              Austin, TX              10.0           1.00
## 26878                              Boston, MA               5.0           5.00
## 26882                      Ottawa, ON, Canada               1.0           0.00
## 26886                             Seattle, WA               3.0           3.00
## 26887                             Redmond, WA              15.0           9.00
## 26889                         Santa Clara, CA               3.0           0.00
## 26890                         Jersey City, NJ               2.0           2.00
## 26897                             Seattle, WA               3.0           3.00
## 26899                           Palo Alto, CA               2.0           1.00
## 26901                       San Francisco, CA              15.0          14.00
## 26903                          Boxborough, MA               2.0           2.00
## 26905                           Cupertino, CA               4.0           3.00
## 26908                              Folsom, CA               5.0           5.00
## 26910                              Boston, MA               5.0           1.00
## 26913                       Mountain View, CA              18.0           7.00
## 26914                           Sunnyvale, CA              23.0           4.00
## 26917                              Boston, MA              12.0           0.00
## 26924                       San Francisco, CA               6.0           4.00
## 26925                            New York, NY              10.0           2.00
## 26933                            New York, NY               3.0           0.00
## 26935                             Redmond, WA              21.0           2.00
## 26936                         Santa Clara, CA               8.0           0.00
## 26937                             Seattle, WA              20.0           5.00
## 26939                             Seattle, WA               3.0           3.00
## 26941                            San Jose, CA               2.0           0.00
## 26945                               Plano, TX               3.0           3.00
## 26947                       San Francisco, CA               5.0           3.00
## 26950                             Redmond, WA               0.0           0.00
## 26958                             Seattle, WA               8.0           0.00
## 26959                       San Francisco, CA               4.0           1.00
## 26963                               Plano, TX               3.0           1.00
## 26965                              Helena, MT               2.0           2.00
## 26970                             Seattle, WA               3.0           0.00
## 26973                            New York, NY               3.0           0.00
## 26974                            Portland, OR              13.0           7.00
## 26975                            Bellevue, WA               5.0           3.00
## 26981                             Houston, TX              15.0           2.00
## 26984                         Santa Clara, CA               3.0           0.00
## 26985                             Redmond, WA              13.0          13.00
## 26986                           Sunnyvale, CA               5.0           3.00
## 26991                           Cupertino, CA              16.0           5.00
## 26992                             Seattle, WA               4.0           2.00
## 26993                            Kirkland, WA               3.0           3.00
## 26994                             Seattle, WA               7.0           7.00
## 26996                             Redmond, WA               2.0           0.00
## 26999                  Bucharest, BU, Romania              13.0           4.00
## 27000                     Dublin, DN, Ireland               5.0           1.00
## 27003                             Seattle, WA               2.0           2.00
## 27007                    Belgrade, SR, Serbia              20.0           6.00
## 27013              London, EN, United Kingdom               7.0           0.00
## 27016                    Hyderabad, AP, India               7.0           3.00
## 27018                     Braga, BR, Portugal               7.0           7.00
## 27022                             Redmond, WA              14.0           5.00
## 27023                          Menlo Park, CA               1.0           0.00
## 27024                            New York, NY               1.0           1.00
## 27025                              Natick, MA               2.0           2.00
## 27028                            New York, NY               3.0           1.00
## 27030                           Charlotte, NC               8.0           8.00
## 27033                             Seattle, WA               8.0           1.00
## 27035                             Seattle, WA               2.0           2.00
## 27036                          Menlo Park, CA              12.0           1.00
## 27038                     Toronto, ON, Canada              10.0           7.00
## 27040                         Los Angeles, CA               9.0           7.00
## 27045              London, EN, United Kingdom               5.0           2.00
## 27047                            New York, NY               2.0           2.00
## 27048                             Redmond, WA               3.0           3.00
## 27053                             Seattle, WA               3.0           3.00
## 27054                            San Jose, CA               1.0           1.00
## 27055                        Redwood City, CA               8.0           8.00
## 27056                     Dublin, DN, Ireland              20.0           4.00
## 27057                             Redmond, WA              12.0          12.00
## 27060                          Pleasanton, CA              12.0           4.00
## 27062                             Seattle, WA               7.0           0.00
## 27063                         Los Angeles, CA               5.0           2.00
## 27067                             Seattle, WA              12.0           1.00
## 27068                          Menlo Park, CA               7.0           0.00
## 27070                            Portland, OR              20.0           3.00
## 27071                             Seattle, WA               3.0           2.00
## 27073                             Seattle, WA               2.0           1.00
## 27080                             Seattle, WA               7.0           3.00
## 27081                             Fremont, CA               3.0           0.00
## 27084                            San Jose, CA               7.0           3.00
## 27088                       San Francisco, CA               9.0           0.00
## 27091                             Redmond, WA               5.0           5.00
## 27097                           Palo Alto, CA              16.0           7.00
## 27100                             Redmond, WA              11.0           3.00
## 27101                       Mountain View, CA               3.0           0.00
## 27103                         Los Angeles, CA               7.0           2.00
## 27108                           Cupertino, CA              11.0          11.00
## 27118                            New York, NY               1.0           1.00
## 27124                             Chicago, IL              14.0           6.00
## 27126                       Kiev, KC, Ukraine               3.0           2.00
## 27128                           Arlington, VA               2.0           0.00
## 27134                           Cupertino, CA               4.0           0.00
## 27135                              Boston, MA              15.0           1.00
## 27136              London, EN, United Kingdom               5.0           2.00
## 27139                           Hawthorne, CA               3.0           3.00
## 27143                             Seattle, WA               7.0           4.00
## 27144                            New York, NY               3.0           3.00
## 27146                       Mumbai, MH, India               4.0           1.00
## 27151                       Mountain View, CA              10.0           7.00
## 27154                       San Francisco, CA               5.0           1.00
## 27156                             Seattle, WA              10.0           6.00
## 27158                           San Diego, CA               1.0           1.00
## 27159                            New York, NY               5.0           0.00
## 27162                             Redmond, WA              25.0          14.00
## 27163                          Menlo Park, CA               3.0           3.00
## 27164                             Chicago, IL               3.0           1.00
## 27172                             Seattle, WA              13.0           5.00
## 27173                             Seattle, WA              10.0           5.00
## 27176                          Washington, DC               7.0           0.00
## 27177                              Austin, TX               2.0           0.00
## 27178                          Pittsburgh, PA               0.0           0.00
## 27179                             Milford, MI              23.0          20.00
## 27180                            New York, NY               3.0           1.00
## 27181                               Plano, TX               0.0           0.00
## 27182                           San Mateo, CA               1.0           1.00
## 27187              London, EN, United Kingdom               1.0           0.00
## 27192                             Redmond, WA               3.0           2.00
## 27193                          Pittsburgh, PA               3.0           3.00
## 27194                             Redmond, WA               5.0           1.00
## 27200                           Hillsboro, OR              13.0           5.00
## 27201                             Chicago, IL              11.0           6.00
## 27202                    Barcelona, CT, Spain               9.0           1.00
## 27203                           Cupertino, CA              12.0           0.00
## 27207                          Menlo Park, CA               7.0           0.00
## 27210                             Redmond, WA               6.0           0.00
## 27212                              Natick, MA               8.0           8.00
## 27213                            New York, NY               1.0           0.00
## 27214                             Seattle, WA               9.0           0.00
## 27215                            New York, NY               4.0           0.00
## 27216                           Sunnyvale, CA               5.0           4.00
## 27224                         Bentonville, AR              23.0          23.00
## 27225                            New York, NY               0.0           0.00
## 27226                             Seattle, WA              14.0           2.00
## 27228                         Minneapolis, MN              10.0           4.00
## 27231                             Redmond, WA              10.0           6.00
## 27232                             Redmond, WA               5.0           5.00
## 27233                             Redmond, WA               4.0           4.00
## 27242                       San Francisco, CA              10.0           1.00
## 27244                            New York, NY               6.0           6.00
## 27246                         Los Angeles, CA              12.0          10.00
## 27247                      Gurgaon, HR, India               3.0           0.00
## 27249              Amsterdam, NH, Netherlands              12.0           1.00
## 27252                            New York, NY               8.0           2.00
## 27260                          Menlo Park, CA               1.0           1.00
## 27264                             Seattle, WA               0.0           0.00
## 27267                            Bellevue, WA              12.0           5.00
## 27275                             Seattle, WA              10.0           2.00
## 27278                            Bellevue, WA               2.0           2.00
## 27282                             Redmond, WA               0.0           0.00
## 27285                         Los Angeles, CA               5.0           2.00
## 27286                             Seattle, WA               1.0           1.00
## 27288                        Eden Prairie, MN               5.0           3.00
## 27290                              Boston, MA               6.0           1.00
## 27292                             Seattle, WA               3.0           3.00
## 27294                      Ottawa, ON, Canada               2.0           0.00
## 27295                            New York, NY               1.0           1.00
## 27297                      Krakow, MA, Poland               6.0           3.00
## 27299                             Seattle, WA               5.0           3.00
## 27301              London, EN, United Kingdom              10.0           0.00
## 27303                     Toronto, ON, Canada              15.0           0.00
## 27305                             Redmond, WA               7.0           7.00
## 27306                           Cupertino, CA               5.0           1.00
## 27307                       San Francisco, CA              12.0           0.00
## 27309                       San Francisco, CA              10.0           1.00
## 27310                            Columbus, OH               8.0           0.00
## 27312                            Portland, OR               5.0           1.00
## 27313                           Palo Alto, CA               1.0           1.00
## 27315                          Menlo Park, CA               0.0           0.00
## 27316                             Redmond, WA               3.0           3.00
## 27318                              Dallas, TX              12.0           4.00
## 27319                            New York, NY              15.0           0.00
## 27323                       San Francisco, CA               1.0           1.00
## 27326                             Seattle, WA               4.0           2.00
## 27330                             Redmond, WA               5.0           2.00
## 27335                Singapore, SG, Singapore              12.0           6.00
## 27336                           San Diego, CA              20.0           1.00
## 27343                             Redmond, WA               0.0           0.00
## 27344                             Redmond, WA               4.0           4.00
## 27348                       San Francisco, CA               7.0           1.00
## 27350                            San Jose, CA               5.0           0.00
## 27353                            New York, NY              20.0           1.00
## 27354                         Los Angeles, CA               4.0           2.00
## 27355                             Chicago, IL               1.0           0.00
## 27356                             Redmond, WA              22.0          17.00
## 27357                            Bellevue, WA              10.0           1.00
## 27358                              Boston, MA               9.0           0.00
## 27360                       San Francisco, CA               2.0           1.00
## 27361                       San Francisco, CA               2.0           2.00
## 27363                     Toronto, ON, Canada              11.0          11.00
## 27366                    Winnipeg, MB, Canada              10.0           2.00
## 27367                             Seattle, WA              20.0           8.00
## 27368                        Redwood City, CA               9.0           9.00
## 27373                             Redmond, WA              14.0          14.00
## 27375                      Gurgaon, HR, India               4.0           0.00
## 27378                           Palo Alto, CA               4.0           0.00
## 27379                            Bellevue, WA              17.0          12.00
## 27380                              Boston, MA              12.0           2.00
## 27382                             Redmond, WA              15.0           5.00
## 27384                             Redmond, WA              16.0           9.00
## 27386                            Stamford, CT              15.0           2.00
## 27390                           Sunnyvale, CA              10.0           1.00
## 27392                              Austin, TX               0.0           0.00
## 27393                       Mountain View, CA               8.0           5.00
## 27394                          Menlo Park, CA               6.0           0.00
## 27397                       Mountain View, CA              18.0           5.00
## 27399                           Palo Alto, CA               3.0           1.00
## 27403                           Palo Alto, CA               3.0           0.00
## 27405                              Austin, TX               9.0           3.00
## 27406                     Toronto, ON, Canada               4.0           3.00
## 27409                             Seattle, WA              10.0           2.00
## 27410                          Menlo Park, CA              16.0           0.00
## 27411                               Tampa, FL              20.0           5.00
## 27417                         Los Angeles, CA              14.0           0.00
## 27420                       San Francisco, CA               7.0           1.00
## 27422                            New York, NY               9.0           5.00
## 27427                   Sydney, NS, Australia               6.0           1.00
## 27429                             Redmond, WA               6.0           3.00
## 27430                    Bangalore, KA, India               2.0           2.00
## 27432                Singapore, SG, Singapore               9.0           5.00
## 27439                             Redmond, WA               3.0           3.00
## 27442                             Phoenix, AZ               2.0           0.00
## 27446                             Raleigh, NC              12.0           4.00
## 27448                          Santa Rosa, CA               5.0           0.00
## 27451                            Bellevue, WA               2.0           2.00
## 27453                         Los Angeles, CA               6.0           3.00
## 27457                           Arlington, VA              20.0           4.00
## 27462                            New York, NY              16.0           6.00
## 27467                      Ottawa, ON, Canada               6.0           2.00
## 27468                       San Francisco, CA               6.0           0.00
## 27469                       Lviv, LV, Ukraine               4.0           3.00
## 27471                            San Jose, CA               9.0           6.00
## 27473                       San Francisco, CA               8.0           2.00
## 27474                               Mason, OH              13.0           1.00
## 27475                   Vancouver, BC, Canada               1.0           1.00
## 27478                       San Francisco, CA               4.0           0.00
## 27485                            New York, NY               2.0           2.00
## 27490                           Cupertino, CA               6.0           4.00
## 27491                             Seattle, WA               6.0           0.00
## 27492                            Portland, OR              25.0           0.00
## 27493                            San Jose, CA               7.0           1.00
## 27494                             Seattle, WA              15.0           4.00
## 27500                   Budapest, BU, Hungary               2.0           2.00
## 27504                    Hyderabad, AP, India               3.0           3.00
## 27505                    Zug, ZG, Switzerland              15.0           5.00
## 27507                             Seattle, WA               0.0           0.00
## 27508                           Arlington, VA               1.0           1.00
## 27513                    Hyderabad, TS, India              10.0           1.00
## 27515                        Delhi, DL, India               1.0           1.00
## 27525                       Mountain View, CA               5.0           0.00
## 27528                             Seattle, WA              12.0           4.00
## 27530                             Redmond, WA               4.0           4.00
## 27534                             Seattle, WA               4.0           2.00
## 27537                             Houston, TX              20.0           2.00
## 27543                           Sunnyvale, CA               3.0           2.00
## 27544                      Salt Lake City, UT               1.0           0.00
## 27546                             Seattle, WA              10.0           7.00
## 27547                       San Francisco, CA               4.0           1.00
## 27550                              Austin, TX              25.0          20.00
## 27556                       San Francisco, CA               2.0           2.00
## 27559                             Redmond, WA               8.0           7.00
## 27562                             Redmond, WA              10.0           3.00
## 27567                        Redwood City, CA              15.0           3.00
## 27569                       Basking Ridge, NJ               4.0           2.00
## 27571                              Irvine, CA               2.0           0.00
## 27573                          Washington, DC               8.0           2.00
## 27576                          Washington, DC               3.0           1.00
## 27577                          Washington, DC               2.0           0.00
## 27578                             Atlanta, GA               7.0           6.00
## 27579                       San Francisco, CA               7.0           0.00
## 27582                            New York, NY               2.0           2.00
## 27584                          Menlo Park, CA               3.0           0.00
## 27585                          Washington, DC               1.0           1.00
## 27586                       San Francisco, CA              15.0           7.00
## 27593                        Noida, UP, India              10.0          10.00
## 27594                           San Bruno, CA               4.0           1.00
## 27595                             Seattle, WA               2.0           1.00
## 27597                          Menlo Park, CA              10.0           1.00
## 27598                             Chicago, IL               4.0           4.00
## 27605                           Cupertino, CA               0.0           0.00
## 27608                             Redmond, WA               7.0           7.00
## 27609                             Seattle, WA              14.0           8.00
## 27612                             Redmond, WA               8.0           4.00
## 27614                             Seattle, WA               7.0           7.00
## 27615                             Redmond, WA               9.0           1.00
## 27621                         Kansas City, KS              10.0           6.00
## 27622                            New York, NY              14.0          10.00
## 27624                              Austin, TX               7.0           0.00
## 27626                            New York, NY               9.0           6.00
## 27628                            New York, NY              11.0           3.00
## 27634                            New York, NY               6.0           2.00
## 27635                            New York, NY               9.0           0.00
## 27637                           Sunnyvale, CA               2.0           0.00
## 27640                            New York, NY               4.0           2.00
## 27642                            New York, NY               5.0           0.00
## 27643                           Cupertino, CA               5.0           5.00
## 27645                       San Francisco, CA               3.0           3.00
## 27646                             Redmond, WA               3.0           3.00
## 27647                            New York, NY               1.0           0.00
## 27659                             Redmond, WA              16.0          15.00
## 27669                    Bengaluru, KA, India               3.0           0.00
## 27670                           Cupertino, CA               1.0           1.00
## 27672                             Seattle, WA               5.0           3.00
## 27676                         Los Angeles, CA               9.0           3.00
## 27679                            New York, NY               0.0           0.00
## 27682                             Redmond, WA               6.0           6.00
## 27685                            New York, NY              25.0           1.00
## 27686                         Bentonville, AR               4.0           1.00
## 27688                             Redmond, WA              15.0           2.00
## 27689                     Dublin, DN, Ireland               5.0           5.00
## 27690                       San Francisco, CA               8.0           2.00
## 27695                         Los Angeles, CA              20.0           1.00
## 27696                    Hyderabad, TS, India              10.0           9.00
## 27700                              Eugene, OR               1.0           1.00
## 27703                              Dallas, TX               9.0           2.00
## 27704                       San Francisco, CA               3.0           2.00
## 27705                       Mountain View, CA               4.0           2.00
## 27707                             Seattle, WA               2.0           0.00
## 27708                         Minneapolis, MN               4.0           1.00
## 27709                               Plano, TX               0.0           0.00
## 27710                              Reston, VA               3.0           0.00
## 27713                       San Francisco, CA               3.0           0.00
## 27715                              Dallas, TX               8.0           6.00
## 27718                       San Francisco, CA               7.0           2.00
## 27724                           Palo Alto, CA              15.0          13.00
## 27725                         Foster City, CA               1.0           1.00
## 27727                             Redmond, WA              13.0           2.00
## 27729                            New York, NY               9.0           7.00
## 27732                             Seattle, WA               8.0           6.00
## 27737                             Seattle, WA               9.0           4.00
## 27738                             Seattle, WA               6.0           0.00
## 27741                Singapore, SG, Singapore              10.0           2.00
## 27742                           Amsterdam, NY               8.0           2.00
## 27743                              Boston, MA               0.0           0.00
## 27745                          Menlo Park, CA              14.0           0.00
## 27751                              Denver, CO               3.0           2.00
## 27752                             Fremont, CA              10.0           3.00
## 27755              Prague, PR, Czech Republic               8.0           4.00
## 27758                         Santa Clara, CA               7.0           0.00
## 27761              London, EN, United Kingdom               5.0           0.00
## 27762                               Tempe, AZ               0.0           0.00
## 27763                       San Francisco, CA               2.0           2.00
## 27766                   Vancouver, BC, Canada               6.0           1.00
## 27770                          Washington, DC               0.0           0.00
## 27774                             Redmond, WA               7.0           1.00
## 27776                    Bangalore, KA, India               5.0           2.00
## 27777                              Austin, TX              14.0           2.00
## 27779                             Seattle, WA               1.0           1.00
## 27784                             Redmond, WA               5.0           5.00
## 27786                          Menlo Park, CA              11.0           3.00
## 27789                           Palo Alto, CA               1.0           1.00
## 27790                             Redmond, WA               8.0           7.00
## 27795                             Chicago, IL              11.0           1.00
## 27798                            New York, NY               2.0           2.00
## 27803                           Sunnyvale, CA              15.0           3.00
## 27804                              Dallas, TX              10.0           6.00
## 27809                           San Diego, CA               7.0           7.00
## 27810                              Denver, CO               6.0           0.00
## 27812                    Saratoga Springs, NY               9.0           9.00
## 27813              London, EN, United Kingdom               6.0           1.00
## 27815                             Seattle, WA               5.0           0.00
## 27818                    Hyderabad, AP, India               1.0           1.00
## 27819                             Madison, WI               1.0           1.00
## 27820                              Newark, DE               3.0           0.00
## 27821                            Bellevue, WA               1.0           1.00
## 27822                         Minneapolis, MN               3.0           1.00
## 27827                       San Francisco, CA               1.0           1.00
## 27828                             Seattle, WA              20.0           0.00
## 27829                       San Francisco, CA               6.0           1.00
## 27830                            New York, NY               7.0           1.00
## 27831                       San Francisco, CA               4.0           0.00
## 27832                             Redmond, WA               4.0           0.00
## 27839                          Menlo Park, CA               2.0           2.00
## 27841                       Mountain View, CA              13.0           7.00
## 27843                             Seattle, WA              12.0           1.00
## 27844                            New York, NY              12.0           1.00
## 27848                           Beaverton, OR              15.0           6.00
## 27849                       San Francisco, CA               4.0           4.00
## 27852                         Santa Clara, CA               6.0           0.00
## 27854                             Seattle, WA               6.0           2.00
## 27856                           Sunnyvale, CA              10.0           4.00
## 27857                             Seattle, WA               1.0           1.00
## 27859                             Seattle, WA               5.0           1.00
## 27860                     Munich, BY, Germany               5.0           0.00
## 27862                 Zurich, ZH, Switzerland              10.0           6.00
## 27863                     Porto, PO, Portugal               6.0           2.00
## 27864                     Toronto, ON, Canada              12.0           8.00
## 27869                     Porto, PO, Portugal               6.0           2.00
## 27878                    Bangalore, KA, India               5.0           3.00
## 27879                           Sunnyvale, CA               5.0           1.00
## 27881                             Seattle, WA               1.0           1.00
## 27882                              Boston, MA               7.0           4.00
## 27885                             Seattle, WA              15.0           9.00
## 27890                             Raleigh, NC              25.0          22.00
## 27891                             Redmond, WA               4.0           4.00
## 27892                             Seattle, WA               3.0           0.00
## 27893                   Vancouver, BC, Canada               7.0           4.00
## 27895                             Seattle, WA              17.0           2.00
## 27898                    Bengaluru, KA, India               0.0           0.00
## 27901                             Phoenix, AZ               3.0           1.00
## 27903                            Sterling, VA               4.0           1.00
## 27904                              Denver, CO               9.0           6.00
## 27905                             Detroit, MI               1.0           1.00
## 27906                       Mountain View, CA               4.0           4.00
## 27907                       San Francisco, CA               6.0           0.00
## 27909                       San Francisco, CA               9.0           4.00
## 27910                             Seattle, WA               6.0           6.00
## 27913                       San Francisco, CA              12.0           2.00
## 27917                              Dallas, TX               3.0           3.00
## 27920                            San Jose, CA              25.0          15.00
## 27925                       Mountain View, CA              20.0           2.00
## 27926                             Seattle, WA               2.0           2.00
## 27927                            San Jose, CA               4.0           3.00
## 27928                             Seattle, WA               0.0           0.00
## 27931                               Plano, TX               3.0           1.00
## 27932                             Chicago, IL              12.0           1.00
## 27933                Singapore, SG, Singapore               8.0           2.00
## 27934                         Los Angeles, CA              15.0           2.00
## 27936                          Washington, DC               3.0           0.00
## 27938                              Boston, MA              12.0           0.00
## 27947                          Menlo Park, CA               8.0           0.00
## 27948                           Beaverton, OR               7.0           3.00
## 27950                              Denver, CO              10.0           3.00
## 27954                         Santa Clara, CA              15.0           4.00
## 27955                    Bengaluru, KA, India              11.0           3.00
## 27958                   Vancouver, BC, Canada               6.0           0.00
## 27959                       Mountain View, CA               6.0           0.00
## 27960                            Berkeley, CA               6.0           0.00
## 27961                          Menlo Park, CA               6.0           0.00
## 27966                          Menlo Park, CA               3.0           1.00
## 27967                Singapore, SG, Singapore               5.0           0.00
## 27975                             Seattle, WA              10.0           3.00
## 27978                    Bengaluru, KA, India               1.0           1.00
## 27981                    Bangalore, KA, India               0.0           0.00
## 27984                    Bangalore, KA, India               2.0           1.00
## 27986                          Pittsburgh, PA               4.0           3.00
## 27988                           Sunnyvale, CA               7.0           5.00
## 27993                              Boston, MA               5.0           0.00
## 27995                              Reston, VA               0.0           0.00
## 27997                             Redmond, WA              12.0           0.00
## 28001                       San Francisco, CA               8.0           2.00
## 28005                         Los Angeles, CA              15.0           5.00
## 28007                         Minneapolis, MN              15.0           5.00
## 28009                   Chisinau, CE, Moldova               6.0           3.00
## 28011          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 28013                       San Francisco, CA               7.0           2.00
## 28017                         Los Angeles, CA               3.0           0.00
## 28019                       San Francisco, CA               9.0           2.00
## 28021                             Seattle, WA               9.0           2.00
## 28022                             Redmond, WA              20.0          20.00
## 28024                         Santa Clara, CA               2.0           2.00
## 28028                       San Francisco, CA              10.0           3.00
## 28033                            Berkeley, CA              23.0          14.00
## 28036                             Seattle, WA              15.0           6.00
## 28038                            New York, NY               8.0           7.00
## 28040                             Redmond, WA               1.0           1.00
## 28042                            San Jose, CA              15.0           0.00
## 28050                           Hillsboro, OR              15.0          15.00
## 28054                           Cupertino, CA              10.0           5.00
## 28055                             Seattle, WA               1.0           0.00
## 28057                      New York Mills, NY               4.0           4.00
## 28062                              Austin, TX               5.0           3.00
## 28069              Belo Horizonte, MG, Brazil               4.0           4.00
## 28073                    Hyderabad, TS, India               0.0           0.00
## 28074                            New York, NY              19.0           1.00
## 28075                             Seattle, WA               5.0           5.00
## 28080                               Miami, FL              15.0           7.00
## 28082                             Seattle, WA               1.0           1.00
## 28085                           San Bruno, CA               5.0           3.00
## 28086                       San Francisco, CA               6.0           2.00
## 28091                            Portland, OR              12.0           8.00
## 28095                             Redmond, WA               5.0           2.00
## 28096                           Cupertino, CA              19.0           3.00
## 28098                       San Francisco, CA              11.0           4.00
## 28106                           Sunnyvale, CA               0.0           0.00
## 28108                           Sunnyvale, CA               0.0           0.00
## 28109                    Bangalore, KA, India               0.0           0.00
## 28113                            San Jose, CA               2.0           2.00
## 28114                       Mountain View, CA               3.0           3.00
## 28119                       Haifa, HA, Israel               5.0           5.00
## 28124                       Haifa, HA, Israel               1.0           1.00
## 28125                       San Francisco, CA               0.0           0.00
## 28131                       San Francisco, CA               9.0           7.00
## 28135                             Seattle, WA               0.0           0.00
## 28137                             Seattle, WA               5.0           2.00
## 28138                              Natick, MA               8.0           7.00
## 28139              London, EN, United Kingdom               0.0           0.00
## 28140                       San Francisco, CA               5.0           2.00
## 28143                           Sunnyvale, CA              17.0           5.00
## 28144                             Seattle, WA              12.0           4.00
## 28146                             Seattle, WA               4.0           2.00
## 28155                             Seattle, WA               2.0           1.00
## 28159          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 28161                    Tel Aviv, TA, Israel               8.0           0.00
## 28163                       San Francisco, CA               3.0           3.00
## 28165                      Taipei, TP, Taiwan               8.0           8.00
## 28169                   Jerusalem, JM, Israel               3.0           3.00
## 28170                           Sunnyvale, CA               6.0           1.00
## 28173                   Herzliyya, TA, Israel              10.0           2.00
## 28175                       Mumbai, MH, India               1.0           1.00
## 28176                       Mountain View, CA               0.0           0.00
## 28177                      Taipei, TP, Taiwan               8.0           2.00
## 28178                Singapore, SG, Singapore              10.0           5.00
## 28179                            Bellevue, WA               5.0           1.00
## 28181                             Redmond, WA              16.0           8.00
## 28183                Petach Tikva, HM, Israel               3.0           1.00
## 28187                          El Segundo, CA               2.0           0.00
## 28188                     Porto, PO, Portugal               9.0           3.00
## 28190                         Santa Clara, CA              19.0           1.00
## 28192                             Redmond, WA              15.0          15.00
## 28193                Singapore, SG, Singapore               8.0           1.00
## 28194                      Chennai, TN, India               0.0           0.00
## 28198                      Moscow, MC, Russia              13.0           6.00
## 28200                            New York, NY               7.0           6.00
## 28201                             Chicago, IL               3.0           0.00
## 28202                             Chicago, IL              10.0           1.00
## 28205                       San Francisco, CA              10.0           4.00
## 28209                       San Francisco, CA              27.0           4.00
## 28211                    Barcelona, CT, Spain               4.0           0.00
## 28215                             Seattle, WA               5.0           1.00
## 28217                           Sunnyvale, CA               1.0           0.00
## 28218                             Seattle, WA               5.0           1.00
## 28219                         Santa Clara, CA               2.0           2.00
## 28222                         Santa Clara, CA               0.0           0.00
## 28223                           Charlotte, NC               1.0           1.00
## 28224                           Palo Alto, CA               5.0           1.00
## 28225                     Toronto, ON, Canada               0.0           0.00
## 28228                            New York, NY               8.0           2.00
## 28229                        Redwood City, CA               7.0           0.00
## 28230              Kuala Lumpur, KL, Malaysia              17.0           2.00
## 28231                              Austin, TX              12.0           5.00
## 28237                          Menlo Park, CA               0.0           0.00
## 28242                            New York, NY               3.0           2.00
## 28243                       Mountain View, CA               2.0           2.00
## 28244                       Mountain View, CA              10.0           3.00
## 28246                    Bangalore, KA, India               5.0           5.00
## 28249                             Seattle, WA               2.0           2.00
## 28250                       Mountain View, CA               0.0           0.00
## 28252                             Seattle, WA              10.0           2.00
## 28254                         Los Angeles, CA               8.0           8.00
## 28257                             Phoenix, AZ              15.0          15.00
## 28259                        Redwood City, CA               2.0           2.00
## 28260                             Seattle, WA               0.0           0.00
## 28262                           Cupertino, CA               8.0           6.00
## 28264                    Hyderabad, TS, India               4.0           4.00
## 28265                              Boston, MA              13.0           2.00
## 28266                       Mountain View, CA               1.0           0.00
## 28267                     Toronto, ON, Canada               2.0           2.00
## 28269                       Paris, IL, France               5.0           2.00
## 28271                              Boston, MA               1.0           1.00
## 28273                             Chicago, IL              12.0           1.00
## 28274                       San Francisco, CA              18.0           4.00
## 28276                          Washington, DC              12.0           1.00
## 28287                       San Francisco, CA               8.0           6.00
## 28288                             Redmond, WA              12.0           4.00
## 28290                              Austin, TX               1.0           1.00
## 28293                            San Jose, CA               6.0           2.00
## 28294                       San Francisco, CA               2.0           2.00
## 28295                        Redwood City, CA              22.0          22.00
## 28297                             Seattle, WA               3.0           3.00
## 28300                            Kirkland, WA              10.0           2.00
## 28302                    Montreal, QC, Canada              17.0          13.00
## 28303                             Redmond, WA              25.0           1.00
## 28306                            New York, NY               9.0           1.00
## 28308                             Redmond, WA               6.0           2.00
## 28311                           Hillsboro, OR              18.0          10.00
## 28315                             Chicago, IL               5.0           2.00
## 28316                              Austin, TX               8.0           4.00
## 28319                            Chandler, AZ              10.0           5.00
## 28321                            Portland, OR              10.0           8.00
## 28322                       San Francisco, CA               6.0           3.00
## 28323                             Atlanta, GA               9.0           9.00
## 28324                             Redmond, WA              12.0           1.00
## 28326                     Berlin, BE, Germany              11.0           5.00
## 28327                             Redmond, WA               0.0           0.00
## 28329                            San Jose, CA              18.0           3.00
## 28330                       San Francisco, CA              20.0          10.00
## 28332                           Palo Alto, CA               5.0           2.00
## 28333                            New York, NY               1.0           0.00
## 28337                             Chicago, IL               8.0           8.00
## 28338                            New York, NY               0.0           0.00
## 28339                           Cupertino, CA               4.0           4.00
## 28340                   Debrecen, HB, Hungary               4.0           1.00
## 28342                         Santa Clara, CA               0.0           0.00
## 28345                              Olathe, KS               2.0           2.00
## 28349                            Glendale, CA              15.0          10.00
## 28350                       San Francisco, CA               2.0           1.00
## 28351                    Tel Aviv, TA, Israel              10.0           1.00
## 28352                             Seattle, WA               2.0           0.00
## 28353                Brno, JM, Czech Republic               4.0           1.00
## 28355                    Bangalore, KA, India               1.0           1.00
## 28356            Saint Petersburg, SP, Russia               7.0           2.00
## 28357                             Antioch, TN               1.0           1.00
## 28359                             Seattle, WA               6.0           2.00
## 28360                      Moscow, MC, Russia              10.0           0.00
## 28361                           San Diego, CA              15.0           6.00
## 28362                            Bellevue, WA               5.0           2.00
## 28363                    Hyderabad, TS, India              14.0          13.00
## 28364                             Atlanta, GA               5.0           5.00
## 28368                    Bengaluru, KA, India               6.0           1.00
## 28369                           Cupertino, CA               0.0           0.00
## 28370                               Tempe, AZ               9.0           3.00
## 28372                            New York, NY               7.0           0.00
## 28373                            Milpitas, CA              10.0           4.00
## 28374                           Sunnyvale, CA               6.0           6.00
## 28378                           Sunnyvale, CA               2.0           2.00
## 28383                             Sunrise, FL               7.0           6.00
## 28384                    Bangalore, KA, India              20.0           3.00
## 28388                            San Jose, CA               7.0           2.00
## 28392                            Bellevue, WA               7.0           2.00
## 28394                     Toronto, ON, Canada              12.0          12.00
## 28397                           Palo Alto, CA              26.0           2.00
## 28398                             Redmond, WA               6.0           6.00
## 28402              London, EN, United Kingdom               4.0           1.00
## 28404                       San Francisco, CA               3.0           1.00
## 28405                             Seattle, WA               0.0           0.00
## 28406                           Sunnyvale, CA              10.0           1.00
## 28408                           Sunnyvale, CA               9.0           2.00
## 28410                             Seattle, WA              15.0           0.00
## 28417                         Santa Clara, CA               7.0           5.00
## 28420                            New York, NY               8.0           2.00
## 28421                            San Jose, CA               3.0           3.00
## 28422                       San Francisco, CA               8.0           2.00
## 28425                              Boston, MA              10.0           7.00
## 28426                             Seattle, WA               7.0           3.00
## 28427                             Seattle, WA              12.0           3.00
## 28435                          Menlo Park, CA              15.0           5.00
## 28437                             Redmond, WA               8.0           8.00
## 28445                           San Diego, CA               5.0           5.00
## 28451                             Seattle, WA              10.0           1.00
## 28452                             Seattle, WA              16.0           2.00
## 28454                    Hyderabad, TS, India               1.0           0.00
## 28455                     Dublin, DN, Ireland               5.0           2.00
## 28460                  Bucharest, BU, Romania              17.0           8.00
## 28461                     Dublin, DN, Ireland               6.0           2.00
## 28463                            New York, NY               1.0           1.00
## 28464                              Verona, WI              15.0          15.00
## 28466                   Vancouver, BC, Canada               1.0           0.00
## 28467                      Moscow, MC, Russia               1.0           1.00
## 28471              Amsterdam, NH, Netherlands              10.0           0.00
## 28474                           Cambridge, MA               5.0           1.00
## 28475              London, EN, United Kingdom               2.0           2.00
## 28477                              Austin, TX              28.0           1.00
## 28478                    Tel Aviv, TA, Israel               5.0           1.00
## 28479                          Menlo Park, CA               5.0           0.00
## 28481                Singapore, SG, Singapore               3.0           3.00
## 28483                              Irvine, CA              30.0          18.00
## 28484                    Tel Aviv, TA, Israel               7.0           2.00
## 28493              London, EN, United Kingdom               4.0           0.00
## 28494              London, EN, United Kingdom               5.0           1.00
## 28495                             St Paul, MN               4.0           1.00
## 28497                              Folsom, CA              15.0          15.00
## 28498                             Seattle, WA               9.0           3.00
## 28499                             Redmond, WA              10.0           4.00
## 28502                              Boston, MA               1.0           1.00
## 28506                          Louisville, KY              20.0           1.00
## 28508                           Cupertino, CA               7.0           1.00
## 28510                       Mountain View, CA              12.0           4.00
## 28514                       San Francisco, CA               3.0           2.00
## 28523                          Menlo Park, CA               0.0           0.00
## 28528                            San Jose, CA               5.0           3.00
## 28531                              Irvine, CA               6.0           3.00
## 28533                             Seattle, WA               1.0           1.00
## 28537                  Frankfurt, HE, Germany               7.0           3.00
## 28540                             Raleigh, NC              23.0           1.00
## 28541                       San Francisco, CA              15.0           1.00
## 28542                              Denver, CO               0.0           0.00
## 28544                             Roanoke, TX               1.0           1.00
## 28546                       San Francisco, CA              22.0           0.00
## 28547                               Plano, TX               7.0           4.00
## 28553                       Cork, CK, Ireland              13.0           3.00
## 28555                             Redmond, WA              25.0           5.00
## 28558                             Redmond, WA               2.0           2.00
## 28559                         Minneapolis, MN              12.0           2.00
## 28560                            New York, NY               9.0           2.00
## 28565                             Detroit, MI               6.0           2.00
## 28569                       San Francisco, CA               6.0           3.00
## 28571                            New York, NY              15.0           5.00
## 28572                       Paris, IL, France               9.0           8.00
## 28573                             Seattle, WA              15.0           1.00
## 28576                             Redmond, WA               0.0           0.00
## 28578                       San Francisco, CA               6.0           1.00
## 28583                          Sacramento, CA               8.0           1.00
## 28588                         Santa Clara, CA               2.0           0.00
## 28600                           Cambridge, MA               2.0           1.00
## 28602                            San Jose, CA              20.0           5.00
## 28603                               Plano, TX              12.0           1.00
## 28609                           Sunnyvale, CA              17.0          17.00
## 28610                        Poughkeepsie, NY               6.0           6.00
## 28611                       San Francisco, CA               4.0           4.00
## 28613                       San Francisco, CA               3.0           3.00
## 28615                        Redwood City, CA               8.0           3.00
## 28619                             Redmond, WA               3.0           2.00
## 28620                          Menlo Park, CA              12.0           2.00
## 28622                             Redmond, WA               2.0           2.00
## 28623                            New York, NY               3.0           3.00
## 28627                       San Francisco, CA               1.0           1.00
## 28628                        Redwood City, CA               4.0           2.00
## 28632                            Tualatin, OR               5.0           5.00
## 28638                             Seattle, WA               6.0           4.00
## 28641                             Redmond, WA              20.0           4.00
## 28645                         Los Angeles, CA               5.0           0.00
## 28647                       Mountain View, CA              20.0          20.00
## 28648                             Redmond, WA               5.0           4.00
## 28649                       San Francisco, CA              10.0           5.00
## 28655                            San Jose, CA              15.0          10.00
## 28656                           Palo Alto, CA               5.0           1.00
## 28660                             Houston, TX               2.0           0.00
## 28665                           St. Louis, MO              20.0           2.00
## 28667                             Seattle, WA               4.0           0.00
## 28668                    Bangalore, KA, India               4.0           1.00
## 28670                             Redmond, WA              15.0           2.00
## 28675                              Dallas, TX               3.0           3.00
## 28678                            New York, NY               4.0           4.00
## 28682                             Houston, TX              20.0           2.00
## 28683                          Burlington, MA              30.0           4.00
## 28686                    Hamburg, HH, Germany               8.0           8.00
## 28687                             Chicago, IL               7.0           1.00
## 28688                             Redmond, WA               6.0           4.00
## 28689                             Chicago, IL              18.0           2.00
## 28690                              Austin, TX               5.0           1.00
## 28691                              Austin, TX              11.0           1.00
## 28692                      Ottawa, ON, Canada               2.0           0.00
## 28696                       San Francisco, CA              36.0          16.00
## 28697                             Chicago, IL               6.0           3.00
## 28698                             Seattle, WA               1.0           0.00
## 28699             Reading, EN, United Kingdom              21.0           3.00
## 28700                             Houston, TX               8.0           1.00
## 28702                             Redmond, WA              28.0          28.00
## 28704                       San Francisco, CA              15.0           2.00
## 28706                            Portland, OR              35.0          23.00
## 28711                            San Jose, CA              21.0          10.00
## 28712                           Cleveland, OH               2.0           2.00
## 28713                             Seattle, WA              11.0           2.00
## 28714                             Seattle, WA               6.0           6.00
## 28727                             Redmond, WA              15.0           5.00
## 28730                       San Francisco, CA               8.0           5.00
## 28733                             Seattle, WA               2.0           2.00
## 28734                            New York, NY               6.0           3.00
## 28735                            San Jose, CA               5.0           4.00
## 28738                          Washington, DC               1.0           1.00
## 28740                         Jersey City, NJ               1.0           1.00
## 28743                             Seattle, WA              15.0           1.00
## 28744                          Menlo Park, CA               8.0           4.00
## 28745                             Seattle, WA               1.0           1.00
## 28748                         Minneapolis, MN               1.0           1.00
## 28749                          Washington, DC               8.0           4.00
## 28750                             Chicago, IL               0.0           0.00
## 28755                           Charlotte, NC              12.0           9.00
## 28763                            Bellevue, WA               6.0           1.00
## 28766                    Hyderabad, TS, India               2.0           2.00
## 28771                            Kirkland, WA              18.0           4.00
## 28772                            Kirkland, WA               4.0           2.00
## 28773                             Seattle, WA              10.0           2.00
## 28775                       San Francisco, CA              11.0           0.00
## 28776                       San Francisco, CA              10.0           2.00
## 28782                           Sunnyvale, CA               6.0           2.00
## 28784                       Mountain View, CA              10.0           4.00
## 28789                             Herndon, VA               2.0           2.00
## 28790                             Seattle, WA              12.0           5.00
## 28791                             Redmond, WA              15.0           5.00
## 28794                         Jersey City, NJ               6.0           3.00
## 28796                   Sydney, NS, Australia              11.0           1.00
## 28798                              Austin, TX               0.0           0.00
## 28799                           Sunnyvale, CA               1.0           1.00
## 28800                             Detroit, MI              18.0          13.00
## 28804                       San Francisco, CA              12.0           3.00
## 28805                            New York, NY               3.0           1.00
## 28809                       San Francisco, CA              14.0           2.00
## 28813                          Washington, DC              15.0           1.00
## 28816                             Redmond, WA              14.0          14.00
## 28820                              Boston, MA               2.0           2.00
## 28824                         Pune, MH, India              12.0           1.00
## 28832                       San Francisco, CA               4.0           1.00
## 28835                         Carpinteria, CA              16.0           2.00
## 28838                    Hyderabad, AP, India               5.0           1.00
## 28839                   Stockholm, ST, Sweden               5.0           1.00
## 28840                             Seattle, WA              10.0          10.00
## 28842                           Palo Alto, CA               7.0           7.00
## 28844                       San Francisco, CA               4.0           4.00
## 28846                    Hyderabad, TS, India              12.0          12.00
## 28847                    Bengaluru, KA, India              10.0           2.00
## 28848                     Munich, BY, Germany               6.0           1.00
## 28850                       Kiev, KC, Ukraine              15.0           3.00
## 28851                Melbourne, VI, Australia              23.0          20.00
## 28852                            Trumbull, CT              19.0           7.00
## 28853                             Ireland, IN              15.0          15.00
## 28857                       Mountain View, CA              25.0           2.00
## 28858                              Dublin, GA               6.0           4.00
## 28859                          Wilmington, DE              25.0          20.00
## 28860                      Ottawa, ON, Canada               2.0           2.00
## 28864                              Aurora, CO               2.0           0.00
## 28866                            Brooklyn, NY              11.0           1.00
## 28867                            San Jose, CA              22.0           8.00
## 28873                           St. Louis, MO               2.0           1.00
## 28876                             Raleigh, NC              20.0          10.00
## 28877                             Redmond, WA               0.0           0.00
## 28879                              Dallas, TX               1.0           0.00
## 28881                              Denver, CO               8.0           2.00
## 28883                        Indianapolis, IN               3.0           3.00
## 28884                            San Jose, CA               3.0           3.00
## 28886                          Menlo Park, CA               1.0           1.00
## 28888                             Redmond, WA               7.0           7.00
## 28890                             Bedford, MA               5.0           5.00
## 28891                             Seattle, WA               7.0           7.00
## 28895                             Atlanta, GA               6.0           2.00
## 28896                       San Francisco, CA               1.0           0.00
## 28900                             Seattle, WA               4.0           1.00
## 28901                          Menlo Park, CA              14.0           7.00
## 28905                            Kirkland, WA               9.0           4.00
## 28906                              Austin, TX               0.0           0.00
## 28910              London, EN, United Kingdom               0.0           0.00
## 28911                       San Francisco, CA               6.0           2.00
## 28914                       San Francisco, CA               1.0           1.00
## 28921                             Seattle, WA               5.0           0.00
## 28925                       San Francisco, CA               2.0           1.00
## 28928                           Cupertino, CA               3.0           1.00
## 28934                       San Francisco, CA               0.0           0.00
## 28937                              Austin, TX              23.0           5.00
## 28945                           Palo Alto, CA               8.0           0.00
## 28947                             Redmond, WA              20.0           4.00
## 28955                             Seattle, WA               0.0           0.00
## 28960                             Seattle, WA               0.0           0.00
## 28962                       San Francisco, CA               9.0           3.00
## 28965                     Toronto, ON, Canada              11.0           4.00
## 28966                        Redwood City, CA               5.0           3.00
## 28974                             Seattle, WA              20.0          10.00
## 28978                    Hyderabad, TS, India               9.0           1.00
## 28979                         Santa Clara, CA               6.0           5.00
## 28980               Auckland, AU, New Zealand              11.0           5.00
## 28983                              Boston, MA              20.0          10.00
## 28986                    Tel Aviv, TA, Israel              10.0           1.00
## 28987                           Sunnyvale, CA               7.0           3.00
## 28988                              Austin, TX               5.0           1.00
## 28994                             Seattle, WA               7.0           3.00
## 28996                            New York, NY               2.0           2.00
## 28999           Edinburgh, SC, United Kingdom               5.0           0.00
## 29001                            New York, NY               0.0           0.00
## 29003                    Bengaluru, KA, India               4.0           4.00
## 29006                          Washington, DC               4.0           4.00
## 29012                    Bangalore, KA, India              12.0           5.00
## 29014                             Phoenix, AZ              20.0           7.00
## 29015                             Waltham, MA              10.0           8.00
## 29019                   Sydney, NS, Australia               1.0           1.00
## 29020                            New York, NY              20.0           4.00
## 29021                           San Mateo, CA               0.0           0.00
## 29022                             Oakland, CA               2.0           2.00
## 29025                       Mountain View, CA               6.0           1.00
## 29027                              Boston, MA               5.0           4.00
## 29028              London, EN, United Kingdom              15.0           1.00
## 29030                             Seattle, WA              18.0          10.00
## 29032                         Bentonville, AR               2.0           0.00
## 29034                             Houston, TX              10.0           0.00
## 29035                             Seattle, WA              18.0          14.00
## 29036                             Phoenix, AZ               6.0           5.00
## 29037                           Palo Alto, CA              20.0           4.00
## 29041                       San Francisco, CA              10.0           1.00
## 29042                       San Francisco, CA              15.0           3.00
## 29044                       San Francisco, CA               6.0           2.00
## 29046                          Washington, DC              30.0           8.00
## 29047                             Seattle, WA               3.0           1.00
## 29051                             Chicago, IL               5.0           1.00
## 29054                    Bengaluru, KA, India               3.0           3.00
## 29057                            San Jose, CA               8.0           3.00
## 29060                            San Jose, CA              12.0          12.00
## 29061                              Austin, TX               3.0           3.00
## 29064              London, EN, United Kingdom               9.0           0.00
## 29065                    Bangalore, KA, India               3.0           2.00
## 29067                    Bengaluru, KA, India               2.0           2.00
## 29071                    Hyderabad, TS, India               5.0           1.00
## 29074                              Boston, MA               1.0           1.00
## 29076                    Bengaluru, KA, India               9.0           6.00
## 29077                            New York, NY               5.0           0.00
## 29079                            New York, NY               0.0           0.00
## 29082                    Bangalore, KA, India               1.0           1.00
## 29083                       San Francisco, CA               6.0           1.00
## 29084                       Mountain View, CA              10.0           2.00
## 29088                             Redmond, WA               7.0           1.00
## 29089                              Boston, MA               4.0           2.00
## 29092                            New York, NY              24.0           2.00
## 29094              Amsterdam, NH, Netherlands               6.0           2.00
## 29096                            San Jose, CA               8.0           8.00
## 29097                     Dublin, DN, Ireland               8.0           5.00
## 29100                             Seattle, WA               9.0           2.00
## 29103                             Seattle, WA              10.0           4.00
## 29118                            Bellevue, WA              12.0           0.00
## 29120                     Fort Lauderdale, FL              20.0           2.00
## 29123                        Santa Monica, CA               2.0           0.00
## 29124                             Atlanta, GA              22.0          10.00
## 29126                              Austin, TX               1.0           1.00
## 29127                          Menlo Park, CA               0.0           0.00
## 29135                    Tel Aviv, TA, Israel               2.0           1.00
## 29136                         Santa Clara, CA               5.0           1.00
## 29139                    Bengaluru, KA, India               7.0           1.00
## 29140              London, EN, United Kingdom               3.0           0.00
## 29151                           Sunnyvale, CA              10.0           2.00
## 29153                             Seattle, WA              12.0           1.00
## 29158                          Broomfield, CO              11.0           4.00
## 29162                             Seattle, WA               0.0           0.00
## 29169                   Vancouver, BC, Canada               6.0           1.00
## 29172                            New York, NY               2.0           2.00
## 29174                             Seattle, WA               4.0           1.00
## 29175                             Redmond, WA               5.0           2.00
## 29177                              Austin, TX              17.0           2.00
## 29179                             Seattle, WA              20.0           0.00
## 29181                       San Francisco, CA               3.0           0.00
## 29185                     Toronto, ON, Canada               1.0           0.00
## 29189                       San Francisco, CA               5.0           2.00
## 29192                     Toronto, ON, Canada               3.0           0.00
## 29193                           San Mateo, CA              14.0           4.00
## 29194                            San Jose, CA              12.0           5.00
## 29196                       San Francisco, CA               5.0           2.00
## 29199                      Chennai, TN, India              10.0           2.00
## 29200                             Seattle, WA               1.0           0.00
## 29208                           Sunnyvale, CA              20.0          14.00
## 29216                    Bangalore, KA, India               3.0           1.00
## 29218                      Kolkata, WB, India              14.0           5.00
## 29220                     Berlin, BE, Germany               7.0           1.00
## 29223                             Atlanta, GA               4.0           1.00
## 29224                            New York, NY               8.0           1.00
## 29225                            New York, NY               5.0           3.00
## 29227                         Santa Clara, CA               7.0           2.00
## 29228                      Taipei, TP, Taiwan              15.0          15.00
## 29230                            New York, NY               4.0           2.00
## 29231                       San Francisco, CA               1.0           1.00
## 29232              London, EN, United Kingdom               1.0           1.00
## 29234                            San Jose, CA              13.0           2.00
## 29235                            San Jose, CA               1.0           1.00
## 29237                             Boulder, CO               3.0           3.00
## 29238           Edinburgh, SC, United Kingdom              17.0           5.00
## 29239                           Cupertino, CA               3.0           2.00
## 29241                              Weston, FL               5.0           2.00
## 29243                            Redlands, CA               3.0           0.00
## 29245                              Dallas, TX               3.0           0.00
## 29248                            New York, NY               2.0           2.00
## 29249                       San Francisco, CA               0.0           0.00
## 29251                             Redmond, WA              13.0          13.00
## 29252                            New York, NY               0.0           0.00
## 29253                           San Diego, CA               4.0           4.00
## 29254                       San Francisco, CA               4.0           4.00
## 29257                           Sunnyvale, CA               2.0           1.00
## 29260                              Irvine, CA               6.0           3.00
## 29264                              Austin, TX               3.0           3.00
## 29265                              Irvine, CA              10.0           2.00
## 29269                    Hyderabad, AP, India               0.0           0.00
## 29272                         Los Angeles, CA               8.0           2.00
## 29273                         Jersey City, NJ               7.0           1.00
## 29275                             Seattle, WA              10.0           2.00
## 29277                       Mountain View, CA               3.0           0.00
## 29280                             Redmond, WA              40.0          20.00
## 29281                             Seattle, WA              15.0           5.00
## 29282                           Palo Alto, CA               5.0           0.00
## 29286                       Madrid, MD, Spain               1.0           0.00
## 29289                             Seattle, WA               4.0           1.00
## 29293                           San Diego, CA               3.0           1.00
## 29296                    Bengaluru, KA, India               2.0           0.00
## 29297                         San Antonio, TX               9.0           9.00
## 29300                             Seattle, WA              15.0           2.00
## 29303                              Boston, MA               5.0           1.00
## 29305                            New York, NY              13.0          12.00
## 29307                Singapore, SG, Singapore               5.0           2.00
## 29310                           Sunnyvale, CA              15.0          15.00
## 29315                             Seattle, WA               0.0           0.00
## 29319                             Redmond, WA              11.0           2.00
## 29323                           Sunnyvale, CA               3.0           3.00
## 29324                           San Diego, CA              15.0           4.00
## 29326                             Seattle, WA               2.0           1.00
## 29329                              Boston, MA               4.0           3.00
## 29330                            Redlands, CA              15.0          15.00
## 29334                           Sunnyvale, CA               7.0           5.00
## 29336                      Chennai, TN, India               8.0           2.00
## 29340                    Bangalore, KA, India               4.0           4.00
## 29343                    Barcelona, CT, Spain               6.0           4.00
## 29344                    Bangalore, KA, India              10.0           3.00
## 29349                     Dublin, DN, Ireland               0.0           0.00
## 29351              London, EN, United Kingdom               8.0           0.00
## 29352            Hatfield, EN, United Kingdom               1.0           1.00
## 29359                             Redmond, WA              20.0           6.00
## 29365                              Irvine, CA              19.0           8.00
## 29370                             Redmond, WA               3.0           3.00
## 29373                       San Francisco, CA               5.0           3.00
## 29379                            New York, NY               2.0           0.00
## 29382                            New York, NY              20.0           0.00
## 29388                            Manassas, VA               1.0           0.00
## 29390                           Baltimore, MD               6.0           0.00
## 29391                     Toronto, ON, Canada               5.0           1.00
## 29394                            San Jose, CA               2.0           2.00
## 29400                   Herzliyya, TA, Israel              10.0           1.00
## 29404                             Chicago, IL               3.0           3.00
## 29405                          Washington, DC               4.0           4.00
## 29406                            New York, NY               2.0           1.00
## 29410                             Seattle, WA               0.0           0.00
## 29412                            New York, NY               1.0           1.00
## 29415                            New York, NY               4.0           0.00
## 29416                             Seattle, WA               3.0           0.00
## 29419                       San Francisco, CA              13.0           3.00
## 29421                       San Francisco, CA               5.0           2.00
## 29422                       San Francisco, CA               2.0           1.00
## 29423                          Washington, DC               2.0           2.00
## 29425                             Seattle, WA              14.0           4.00
## 29426                            San Jose, CA               2.0           0.00
## 29428                              Boston, MA               5.0           5.00
## 29429                            Bellevue, WA               0.0           0.00
## 29430                          El Segundo, CA               1.0           1.00
## 29437                           Charlotte, NC               9.0           5.00
## 29441                         Los Angeles, CA               7.0           2.00
## 29442                               Plano, TX              15.0           9.00
## 29448                            New York, NY               6.0           3.00
## 29449                            New York, NY               7.0           7.00
## 29450                             Redmond, WA               5.0           1.00
## 29453                    Hyderabad, TS, India               2.0           2.00
## 29455                             Redmond, WA               4.0           0.00
## 29458                           Sunnyvale, CA               2.0           0.00
## 29459                            San Jose, CA              10.0           3.00
## 29463                    Bangalore, KA, India              11.0           4.00
## 29464                     Berlin, BE, Germany               3.0           1.00
## 29465                    Hyderabad, AP, India               7.0           0.00
## 29471                     Fort Lauderdale, FL               2.0           0.00
## 29472                            New York, NY               5.0           3.00
## 29473                         Santa Clara, CA               4.0           4.00
## 29474              London, EN, United Kingdom               0.0           0.00
## 29475                    Bengaluru, KA, India               1.0           1.00
## 29477                            New York, NY               7.0           1.00
## 29480                           Beaverton, OR               6.0           6.00
## 29483                             Seattle, WA               3.0           3.00
## 29485                           Nashville, TN               7.0           1.00
## 29489                          Morgantown, WV              18.0           5.00
## 29490                            Campbell, CA              12.0          11.00
## 29496                     Dublin, DN, Ireland               3.0           1.00
## 29500                             Redmond, WA               5.0           1.00
## 29501                            Brooklyn, NY               4.0           1.00
## 29502                        Indianapolis, IN               4.0           4.00
## 29506                           Cambridge, MA               3.0           0.00
## 29508                             Redmond, WA              30.0          20.00
## 29509                    Bengaluru, KA, India               2.0           1.00
## 29510                             Redmond, WA              22.0          17.00
## 29513                             Raleigh, NC              25.0           3.00
## 29515                       San Francisco, CA               0.0           0.00
## 29521                              Boston, MA               6.0           1.00
## 29522                       Oklahoma City, OK               5.0           0.00
## 29524                            Kirkland, WA              25.0           1.00
## 29528                    Waterloo, ON, Canada               3.0           1.00
## 29529                           Sunnyvale, CA              39.0           2.00
## 29530                            New York, NY               1.0           1.00
## 29532                              Austin, TX              18.0           3.00
## 29533                         Los Angeles, CA               6.0           2.00
## 29535                     Dublin, DN, Ireland              11.0           8.00
## 29536                             Seattle, WA              11.0           3.00
## 29541                         Schenectady, NY               5.0           5.00
## 29543                        Philadelphia, PA               3.0           1.00
## 29544                          Pittsburgh, PA               4.0           1.00
## 29548                         Bridgewater, NJ               5.0           4.00
## 29552                       San Francisco, CA               5.0           3.00
## 29553                       San Francisco, CA               5.0           0.00
## 29557                       San Francisco, CA               2.0           1.00
## 29559                            San Jose, CA               7.0           7.00
## 29567                           Cupertino, CA              16.0           2.00
## 29568                       San Francisco, CA               2.0           2.00
## 29569                     Toronto, ON, Canada               4.0           0.00
## 29571                           Hillsboro, OR               9.0           9.00
## 29572                             Seattle, WA              18.0           0.00
## 29573                             Orlando, FL               3.0           3.00
## 29575                              Armonk, NY               5.0           0.00
## 29579                             Seattle, WA               6.0           0.00
## 29581                       San Francisco, CA              10.0           1.00
## 29582                       San Francisco, CA               2.0           2.00
## 29584                          Pleasanton, CA               6.0           1.00
## 29585                             Redmond, WA               3.0           0.00
## 29588                    Bangalore, KA, India               2.0           2.00
## 29595                           Cambridge, MA               5.0           0.00
## 29596              Amsterdam, NH, Netherlands               1.0           1.00
## 29601                      Ottawa, ON, Canada               8.0           2.00
## 29603                              Newark, NJ               5.0           2.00
## 29608                        Tokyo, TY, Japan               0.0           0.00
## 29610                              Austin, TX               3.0           1.00
## 29612                             Chicago, IL               0.0           0.00
## 29616              Prague, PR, Czech Republic               3.0           0.00
## 29619                           Cupertino, CA               2.0           0.00
## 29622              London, EN, United Kingdom              20.0           1.00
## 29627                             Seattle, WA               0.0           0.00
## 29629                         Rome, LA, Italy              10.0           8.00
## 29631                          El Segundo, CA               2.0           1.00
## 29633                             Seattle, WA               8.0           7.00
## 29634                             Seattle, WA               2.0           1.00
## 29637                             Seattle, WA              14.0           7.00
## 29640                              Austin, TX              10.0           1.00
## 29643                          Washington, DC              25.0           1.00
## 29645                       San Francisco, CA               5.0           4.00
## 29646                            New York, NY              16.0           0.00
## 29649                             Herndon, VA              15.0           4.00
## 29653                             Seattle, WA              10.0          10.00
## 29657                             Seattle, WA               0.0           0.00
## 29659                             Seattle, WA               1.0           1.00
## 29661                           Arlington, VA               1.0           1.00
## 29662                       San Francisco, CA               3.0           2.00
## 29666                           San Diego, CA               5.0           4.00
## 29668                    Bangalore, KA, India               9.0           7.00
## 29670                            Portland, OR              13.0           8.00
## 29671                           San Diego, CA               5.0           1.00
## 29672                       San Francisco, CA               5.0           2.00
## 29676              Amsterdam, NH, Netherlands               7.0           5.00
## 29678                Singapore, SG, Singapore               6.0           1.00
## 29680                             Seattle, WA               2.0           1.00
## 29682                             Redmond, WA               3.0           1.00
## 29686                    Tel Aviv, TA, Israel               7.0           4.00
## 29689                              Austin, TX              20.0           5.00
## 29690                            New York, NY               4.0           2.00
## 29691                             Boulder, CO              10.0           7.00
## 29692                            Bellevue, WA              10.0           2.00
## 29693                          Middletown, NJ               0.0           0.00
## 29696                     Shanghai, SH, China               2.0           2.00
## 29698                             Phoenix, AZ               1.0           1.00
## 29700                              Boston, MA              11.0           9.00
## 29701                              Boston, MA               7.0           0.00
## 29703                          Washington, DC               1.0           0.00
## 29704                       San Francisco, CA              14.0           6.00
## 29705                     Toronto, ON, Canada              10.0           2.00
## 29706                   Trivandrum, KL, India               3.0           2.00
## 29707                       San Francisco, CA               5.0           0.00
## 29709                    Bengaluru, KA, India               2.0           0.00
## 29714                            Portland, OR               5.0           5.00
## 29716                       Illinois City, IL               2.0           1.00
## 29722                             Seattle, WA              25.0           2.00
## 29725                           Sunnyvale, CA               5.0           5.00
## 29726                           Sunnyvale, CA              12.0           3.00
## 29727                       San Francisco, CA              20.0           4.00
## 29731                        Philadelphia, PA               0.0           0.00
## 29736                             Seattle, WA               5.0           2.00
## 29740                       San Francisco, CA              10.0           3.00
## 29747                           Beaverton, OR              15.0           7.00
## 29754                 Zurich, ZH, Switzerland              13.0           3.00
## 29755                    Bengaluru, KA, India               1.0           1.00
## 29756                    Bangalore, KA, India               6.0           3.00
## 29761                          Saint Paul, MN               4.0           4.00
## 29765                            New York, NY              20.0           1.00
## 29766                        Tokyo, TY, Japan               3.0           1.00
## 29769                       Mountain View, CA               9.0           2.00
## 29770                   Herzliyya, TA, Israel              15.0           4.00
## 29772                          Pittsburgh, PA               1.0           0.00
## 29774                             Redmond, WA              12.0           1.00
## 29776                              Austin, TX               4.0           4.00
## 29780                    Barcelona, CT, Spain               5.0           2.00
## 29783                           Palo Alto, CA               9.0           0.00
## 29785                           Cupertino, CA              20.0           5.00
## 29790                         Santa Clara, CA               5.0           3.00
## 29791                            San Jose, CA              20.0           1.00
## 29793                       San Francisco, CA               3.0           2.00
## 29801                         Los Angeles, CA               7.0           1.00
## 29803                             Oakland, CA               4.0           0.00
## 29806                              Boston, MA               5.0           1.00
## 29807          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 29808                          Washington, DC               3.0           1.00
## 29810                         Los Angeles, CA               1.0           1.00
## 29812                           Los Gatos, CA              10.0           2.00
## 29813                             Redmond, WA              25.0           2.00
## 29815                              Warren, MI               0.0           0.00
## 29817                              Boston, MA               4.0           4.00
## 29819                             Seattle, WA               5.0           0.00
## 29824                       San Francisco, CA               3.0           1.00
## 29827                      Chennai, TN, India               9.0           4.00
## 29828                          Washington, DC               1.0           1.00
## 29831                             Chicago, IL              15.0           8.00
## 29832                       San Francisco, CA               3.0           2.00
## 29835                        Redwood City, CA               3.0           1.00
## 29838                    Bangalore, KA, India               8.0           1.00
## 29839                       San Francisco, CA               3.0           0.00
## 29840                      Taipei, TP, Taiwan              10.0           3.00
## 29847              London, EN, United Kingdom              10.0           4.00
## 29848                         Bentonville, AR               4.0           4.00
## 29850                             Raleigh, NC               1.0           1.00
## 29851             Cape Town, WC, South Africa               4.0           4.00
## 29856                            San Jose, CA               4.0           2.00
## 29857                          Pittsburgh, PA               1.0           1.00
## 29861              London, EN, United Kingdom               2.0           2.00
## 29866                      Gurgaon, HR, India               2.0           2.00
## 29867                           Sunnyvale, CA              14.0           1.00
## 29868                       San Francisco, CA               8.0           3.00
## 29869                       Mountain View, CA               6.0           2.00
## 29871                              Reston, VA               5.0           0.00
## 29872                       San Francisco, CA               5.0           2.00
## 29878                             Redmond, WA              17.0          17.00
## 29880                             Houston, TX               9.0           0.00
## 29882                            New York, NY               1.0           1.00
## 29887                              Dallas, TX              10.0          10.00
## 29889                             Seattle, WA              15.0           2.00
## 29891                           Sunnyvale, CA               6.0           0.00
## 29892                           Cupertino, CA              19.0           8.00
## 29896                             Redmond, WA              20.0          15.00
## 29897                             Mc Lean, VA               2.0           0.00
## 29898                       San Francisco, CA              11.0           6.00
## 29901                       Mountain View, CA               6.0           0.00
## 29902                             Redmond, WA               0.0           0.00
## 29903                             Seattle, WA               4.0           4.00
## 29906                             Detroit, MI               0.0           0.00
## 29914                       San Francisco, CA               7.0           1.00
## 29915                          Pleasanton, CA               2.0           2.00
## 29918                             Orlando, FL               6.0           4.00
## 29919                           San Diego, CA              12.0           2.00
## 29930                             Redmond, WA               1.0           0.00
## 29931                       Mountain View, CA              14.0           2.00
## 29932                 Zurich, ZH, Switzerland              12.0           9.00
## 29933                       San Francisco, CA               9.0           4.00
## 29934                       Mountain View, CA              15.0          15.00
## 29938                              Austin, TX              13.0           5.00
## 29939                      Chennai, TN, India              11.0           9.00
## 29942                     Dublin, DN, Ireland               8.0           2.00
## 29945                Singapore, SG, Singapore               3.0           3.00
## 29947          Manchester, EN, United Kingdom              11.0           4.00
## 29948                             Redmond, WA              15.0           1.00
## 29952                            New York, NY               1.0           1.00
## 29957                          Washington, DC              10.0           2.00
## 29958                              Austin, TX               2.0           0.00
## 29959                           Sunnyvale, CA              15.0          10.00
## 29961                            New York, NY               6.0           1.00
## 29965                         Santa Clara, CA               8.0           2.00
## 29968                             Redmond, WA               1.0           1.00
## 29970                             Seattle, WA               4.0           4.00
## 29972                       San Francisco, CA               7.0           1.00
## 29974                       San Francisco, CA               7.0           2.00
## 29977                             Atlanta, GA              12.0          10.00
## 29978                             Shelton, CT               1.0           1.00
## 29980                     Toronto, ON, Canada               3.0           1.00
## 29982                          Pittsburgh, PA               6.0           0.00
## 29987                             Seattle, WA              10.0           0.00
## 29988                           San Mateo, CA               9.0           2.00
## 29991                            New York, NY               1.0           1.00
## 29992                       Mountain View, CA              10.0           3.00
## 29994                             Redmond, WA               5.0           5.00
## 29998                            San Jose, CA              10.0           2.00
## 30002                       San Francisco, CA               2.0           1.00
## 30003                       San Francisco, CA              13.0           2.00
## 30016                              Boston, MA               0.0           0.00
## 30017                           Los Gatos, CA              10.0           1.00
## 30019                         Los Angeles, CA               5.0           0.00
## 30020                           Hopkinton, MA              20.0           6.00
## 30021                            San Jose, CA               9.0           9.00
## 30025                       San Francisco, CA              15.0           4.00
## 30028                           Sunnyvale, CA              10.0           1.00
## 30031                      Salt Lake City, UT               0.0           0.00
## 30036                       Mountain View, CA              17.0           2.00
## 30040                    Hyderabad, TS, India               2.0           1.00
## 30044                      Moscow, MC, Russia               5.0           1.00
## 30047                     Berlin, BE, Germany               9.0           1.00
## 30048                     Berlin, BE, Germany               9.0           1.00
## 30050                     Berlin, BE, Germany               8.0           2.00
## 30051                     Berlin, BE, Germany               5.0           1.00
## 30052                    Barcelona, CT, Spain              10.0           1.00
## 30058                             Seattle, WA               4.0           1.00
## 30061                            New York, NY               0.0           0.00
## 30066                             Seattle, WA               5.0           0.00
## 30072                              Austin, TX              15.0           1.00
## 30075                              Austin, TX               9.0           5.00
## 30076                        Redwood City, CA               6.0           5.00
## 30080                            San Jose, CA              10.0           3.00
## 30083                       San Francisco, CA               6.0           6.00
## 30085                           Cupertino, CA              19.0           3.00
## 30086                             Chicago, IL              20.0           9.00
## 30092                              Boston, MA               7.0           6.00
## 30095                           Sunnyvale, CA               9.0           0.00
## 30098                            San Jose, CA               7.0           6.00
## 30100                            New York, NY               7.0           4.00
## 30101                         Santa Clara, CA              32.0           1.00
## 30102                   Vancouver, BC, Canada               6.0           0.00
## 30105                             Redmond, WA              15.0          10.00
## 30107                             Redmond, WA               3.0           0.00
## 30110              London, EN, United Kingdom               4.0           0.00
## 30112                             Seattle, WA               1.0           0.00
## 30115                              Austin, TX               8.0           5.00
## 30116                           Sunnyvale, CA               7.0           5.00
## 30118                              Boston, MA              15.0           5.00
## 30125                          Wilmington, DE              10.0           1.00
## 30126                            New York, NY               5.0           1.00
## 30133                         Santa Clara, CA              20.0           2.00
## 30136                       San Francisco, CA              11.0           1.00
## 30140                           Cupertino, CA               6.0           4.00
## 30141                            Columbus, OH               5.0           3.00
## 30144                          Menlo Park, CA               0.0           0.00
## 30153                           Palo Alto, CA               6.0           6.00
## 30158                           Rochester, MN               0.0           0.00
## 30159                             Chicago, IL               2.0           2.00
## 30162                    Montreal, QC, Canada              17.0           3.00
## 30163                         Jersey City, NJ               3.0           3.00
## 30165                            Waukesha, WI               1.0           1.00
## 30166                           Nashville, TN               0.0           0.00
## 30172                             Seattle, WA              10.0           6.00
## 30173              London, EN, United Kingdom               0.0           0.00
## 30174                               Miami, FL              25.0           1.00
## 30176                       San Francisco, CA               2.0           2.00
## 30183                           Cupertino, CA               8.0           3.00
## 30186                           Sunnyvale, CA               2.0           2.00
## 30192                            New York, NY               0.0           0.00
## 30193                            New York, NY               3.0           1.00
## 30196                             Redmond, WA               5.0           5.00
## 30201                             Phoenix, AZ               5.0           5.00
## 30202                   Sydney, NS, Australia               4.0           2.00
## 30203                          Pittsburgh, PA              22.0           8.00
## 30204                            San Jose, CA               4.0           0.00
## 30206                       San Francisco, CA               4.0           0.00
## 30207                            Bellevue, WA               4.0           0.00
## 30208                        Redwood City, CA               6.0           3.00
## 30209                             Seattle, WA              20.0           1.00
## 30214                            New York, NY               9.0           4.00
## 30216                       San Francisco, CA               3.0           1.00
## 30220                             Redmond, WA              15.0           6.00
## 30222                             Redmond, WA               7.0           1.00
## 30225                     Markham, ON, Canada               2.0           2.00
## 30227                           Cupertino, CA               1.0           0.00
## 30240                            Columbus, OH               5.0           3.00
## 30244                            San Jose, CA               2.0           1.00
## 30247                           Cambridge, MA               5.0           0.00
## 30254                       San Francisco, CA              20.0          20.00
## 30255                            Bellevue, WA               7.0           1.00
## 30258                        Noida, UP, India               5.0           3.00
## 30261                    Tel Aviv, TA, Israel              10.0           0.00
## 30263            Saint Petersburg, SP, Russia               5.0           3.00
## 30266                             Seattle, WA              12.0           3.00
## 30270                              Boston, MA               3.0           0.00
## 30273                         Santa Clara, CA               3.0           3.00
## 30283                              Austin, TX              10.0           4.00
## 30287                              Hahira, GA              14.0           3.00
## 30288                     Toronto, ON, Canada               8.0           7.00
## 30300                              Boston, MA               0.0           0.00
## 30302                            San Jose, CA               8.0           8.00
## 30303                           Palo Alto, CA               5.0           3.00
## 30307                       San Francisco, CA               6.0           2.00
## 30308                             Seattle, WA               4.0           0.00
## 30309                       San Francisco, CA               3.0           2.00
## 30310                       San Francisco, CA              17.0           6.00
## 30311                             Seattle, WA               0.0           0.00
## 30313                              Boston, MA               8.0           0.00
## 30315                             Seattle, WA              10.0           6.00
## 30329                         Minneapolis, MN               6.0           4.00
## 30333                          Menlo Park, CA               8.0           5.00
## 30335                          Menlo Park, CA              10.0           0.00
## 30341                       Kiev, KC, Ukraine              10.0           1.00
## 30343                          Menlo Park, CA              19.0           0.00
## 30345            Saint Petersburg, SP, Russia              15.0           6.00
## 30347                       San Francisco, CA              10.0           1.00
## 30348                             Seattle, WA               2.0           0.00
## 30353                            New York, NY               8.0           1.00
## 30354              Amsterdam, NH, Netherlands               7.0           0.00
## 30356                       San Francisco, CA              12.0           1.00
## 30358                       San Francisco, CA               6.0           2.00
## 30360                             Redmond, WA               7.0           7.00
## 30361                             Seattle, WA               0.0           0.00
## 30366                           Cupertino, CA               6.0           3.00
## 30370                             Seattle, WA               4.0           1.00
## 30371                           Palo Alto, CA              10.0           6.00
## 30374                       San Francisco, CA               5.0           5.00
## 30376                         Los Angeles, CA               3.0           1.00
## 30378                              Newark, NJ               5.0           3.00
## 30380                           San Diego, CA               1.0           0.00
## 30383                     San Luis Obispo, CA               4.0           4.00
## 30392                           Palo Alto, CA               9.0           8.00
## 30394                           Cupertino, CA               5.0           5.00
## 30395                        Grand Rapids, MI              10.0           3.00
## 30401                           Cupertino, CA               7.0           2.00
## 30402                             Seattle, WA              10.0           1.00
## 30404                             Seattle, WA               6.0           0.00
## 30407                            New York, NY               5.0           0.00
## 30409                    Hyderabad, TS, India               5.0           0.00
## 30411                              Boston, MA               7.0           7.00
## 30412          Hong Kong, HK, Hong Kong (SAR)               9.0           2.00
## 30413                        Tokyo, TY, Japan               7.0           7.00
## 30415                     Berlin, BE, Germany               5.0           1.00
## 30417                              Irvine, CA              20.0           2.00
## 30421                       Mountain View, CA              14.0           2.00
## 30422                            New York, NY               8.0           0.00
## 30428                        Redwood City, CA               7.0           7.00
## 30429              London, EN, United Kingdom               9.0           3.00
## 30432                       San Francisco, CA               8.0           4.00
## 30435                       Dallas Center, IA              10.0          10.00
## 30437                           Sunnyvale, CA              20.0           0.00
## 30438                            New York, NY               9.0           3.00
## 30439              London, EN, United Kingdom              12.0           3.00
## 30442                        Tokyo, TY, Japan              24.0           1.00
## 30445               Auckland, AU, New Zealand              13.0           5.00
## 30451                       San Francisco, CA               1.0           1.00
## 30454                              Tucson, AZ               1.0           1.00
## 30455                             Seattle, WA               1.0           0.00
## 30459                             Redmond, WA               1.0           1.00
## 30462                             Redmond, WA               2.0           2.00
## 30466                           Sunnyvale, CA              15.0           7.00
## 30468                         Santa Clara, CA              14.0           0.00
## 30469                             Seattle, WA               2.0           1.00
## 30474              London, EN, United Kingdom               7.0           2.00
## 30475                              Boston, MA               4.0           2.00
## 30480                    Bengaluru, KA, India               3.0           2.00
## 30484                             Seattle, WA               9.0           7.00
## 30491                    Hyderabad, TS, India               0.0           0.00
## 30494                       San Francisco, CA               2.0           0.00
## 30498                    Yorktown Heights, NY               1.0           0.00
## 30499                            New York, NY               7.0           6.00
## 30500                       San Francisco, CA               1.0           1.00
## 30502                             Seattle, WA              10.0           1.00
## 30505                             Atlanta, GA               5.0           0.00
## 30507                       San Francisco, CA               5.0           0.00
## 30509                       San Francisco, CA               7.0           1.00
## 30511                           Sunnyvale, CA              15.0          15.00
## 30513                           Sunnyvale, CA               5.0           3.00
## 30514                              Boston, MA               6.0           2.00
## 30517                             Seattle, WA              10.0           0.00
## 30524                             Seattle, WA               4.0           0.00
## 30525                          Santa Cruz, CA               5.0           0.00
## 30528                             Chicago, IL              20.0           8.00
## 30530                             Seattle, WA               5.0           3.00
## 30535                           Cupertino, CA              15.0           5.00
## 30539                             Seattle, WA               7.0           2.00
## 30540                             Everett, WA               5.0           2.00
## 30542                           Palo Alto, CA               1.0           0.00
## 30543                             Detroit, MI               2.0           2.00
## 30544                       San Francisco, CA               3.0           0.00
## 30547                             Seattle, WA               0.0           0.00
## 30549                              Irvine, CA               1.0           1.00
## 30550                 South San Francisco, CA              10.0           2.00
## 30551                    Waterloo, ON, Canada               5.0           0.00
## 30553                           Sunnyvale, CA               5.0           0.00
## 30556                     Toronto, ON, Canada              13.0          11.00
## 30562                       Mountain View, CA               0.0           0.00
## 30567                             Phoenix, AZ               7.0           7.00
## 30570                         Foster City, CA               4.0           3.00
## 30572                              Austin, TX               2.0           1.00
## 30588                       San Francisco, CA               2.0           1.00
## 30589              Neuchatel, NE, Switzerland               5.0           5.00
## 30601                           Cupertino, CA               9.0           4.00
## 30608                             Seattle, WA               7.0           2.00
## 30611                       San Francisco, CA               7.0           0.00
## 30612             Buenos Aires, DF, Argentina               3.0           3.00
## 30613                             Seattle, WA               8.0           4.00
## 30615                             Chicago, IL               0.0           0.00
## 30619                           Cupertino, CA               2.0           2.00
## 30624                     Munich, BY, Germany               4.0           2.00
## 30625                            Bellevue, WA               1.0           1.00
## 30626                           Los Gatos, CA              20.0           8.00
## 30627                              Irving, TX              12.0           6.00
## 30628                     Berlin, BE, Germany               5.0           0.00
## 30631              London, EN, United Kingdom               2.0           2.00
## 30645                            Bellevue, WA               0.0           0.00
## 30646                       San Francisco, CA              20.0           3.00
## 30650                             Seattle, WA              17.0           4.00
## 30658                            Kirkland, WA              12.0           9.00
## 30659                       San Francisco, CA               0.0           0.00
## 30663                              Austin, TX               5.0           5.00
## 30664                            New York, NY              23.0           1.00
## 30668                             Fremont, CA              10.0           0.00
## 30669                              Austin, TX              10.0           0.00
## 30672                            New York, NY               5.0           3.00
## 30676                       Mountain View, CA              13.0           4.00
## 30677                              Austin, TX               3.0           0.00
## 30682                             Seattle, WA               0.0           0.00
## 30684                              Austin, TX               3.0           0.00
## 30685                           Cupertino, CA               4.0           0.00
## 30686                           Palo Alto, CA               5.0           5.00
## 30688                          Menlo Park, CA               1.0           0.00
## 30689                       San Francisco, CA               2.0           1.00
## 30691                       San Francisco, CA               1.0           0.00
## 30695                           Elk Grove, CA              15.0           4.00
## 30696                          Menlo Park, CA               3.0           3.00
## 30701                    Tel Aviv, TA, Israel               4.0           4.00
## 30704                             Seattle, WA              15.0           4.00
## 30705                       San Francisco, CA              12.0           3.00
## 30706                           San Diego, CA               5.0           3.00
## 30710                       San Francisco, CA               1.0           1.00
## 30711              London, EN, United Kingdom              15.0           0.00
## 30712              Amsterdam, NH, Netherlands              10.0           5.00
## 30717                             Seattle, WA               6.0           0.00
## 30721                             Chicago, IL               4.0           4.00
## 30722                          Pittsburgh, PA              27.0          10.00
## 30726                       Redondo Beach, CA               2.0           2.00
## 30733                             Redmond, WA              13.0          13.00
## 30738                          Lima, LI, Peru               5.0           5.00
## 30744             Glasgow, SC, United Kingdom               1.0           1.00
## 30745                            Portland, OR              13.0           8.00
## 30747                       San Francisco, CA               8.0           0.00
## 30754                       San Francisco, CA               2.0           0.00
## 30755                           Cupertino, CA               3.0           3.00
## 30759                               Ogden, UT               4.0           4.00
## 30760                           Palo Alto, CA               3.0           3.00
## 30761                       San Francisco, CA              15.0           2.00
## 30762                              Boston, MA               1.0           1.00
## 30766                           Cupertino, CA               0.0           0.00
## 30768                             Seattle, WA               2.0           2.00
## 30772                    Hyderabad, AP, India               2.0           2.00
## 30773                           Nashville, TN               3.0           0.00
## 30776                          Harrisburg, PA              10.0           7.00
## 30784                       Mountain View, CA               4.0           2.00
## 30785                       Santa Barbara, CA               1.0           0.00
## 30786                            New York, NY               1.0           1.00
## 30791                            New York, NY               5.0           0.00
## 30793                           Cupertino, CA               3.0           3.00
## 30794                   Vancouver, BC, Canada               7.0           4.00
## 30796       Mandaluyong City, MM, Philippines               7.0           1.00
## 30801                           San Diego, CA               2.0           2.00
## 30802                             Seattle, WA               1.0           1.00
## 30805                             Redmond, WA              13.0          13.00
## 30807                            San Jose, CA               4.0           4.00
## 30813                            San Jose, CA               4.0           4.00
## 30814                            San Jose, CA               3.0           3.00
## 30816                              Austin, TX               9.0           2.00
## 30817                              Austin, TX              10.0           0.00
## 30820                    Bengaluru, KA, India              10.0           1.00
## 30823                       Mountain View, CA               9.0           1.00
## 30824                       San Francisco, CA               0.0           0.00
## 30829           Cambridge, EN, United Kingdom               5.0           5.00
## 30832                   Trondheim, ST, Norway              19.0          14.00
## 30833                     Berlin, BE, Germany               5.0           1.00
## 30835                             Chicago, IL               5.0           2.00
## 30836                    Bengaluru, KA, India               9.0           3.00
## 30837         Northampton, EN, United Kingdom               7.0           3.00
## 30841              Prague, PR, Czech Republic              10.0           5.00
## 30843                              Dallas, TX              10.0           0.00
## 30845                    Bengaluru, KA, India               7.0           2.00
## 30846                            New York, NY               5.0           0.00
## 30851                    Tallinn, HA, Estonia               3.0           0.00
## 30852                        Delhi, DL, India              11.0           3.00
## 30853                       Mountain View, CA               0.0           0.00
## 30855                             Seattle, WA              12.0           0.00
## 30861                       Mountain View, CA               2.0           2.00
## 30862                             Oakland, CA               4.0           4.00
## 30868                            New York, NY               6.0           1.00
## 30870                       San Francisco, CA               4.0           1.00
## 30875                             Seattle, WA               0.0           0.00
## 30879                           Cupertino, CA               3.0           3.00
## 30880                       Mountain View, CA              10.0           3.00
## 30882                             Seattle, WA               2.0           0.00
## 30885                              Austin, TX               2.0           2.00
## 30886                           Cupertino, CA               5.0           3.00
## 30888                              Reston, VA               4.0           0.00
## 30889                            Sterling, VA               0.0           0.00
## 30891                           San Diego, CA               7.0           4.00
## 30892                             Seattle, WA              17.0           6.00
## 30897                              Boston, MA               1.0           1.00
## 30900                           Cupertino, CA               1.0           1.00
## 30905                            New York, NY               3.0           3.00
## 30906                             Seattle, WA              10.0           4.00
## 30910                       San Francisco, CA               0.0           0.00
## 30911                       San Francisco, CA               5.0           3.00
## 30919                           San Mateo, CA               0.0           0.00
## 30922                       San Francisco, CA               3.0           3.00
## 30931                             Chicago, IL               0.0           0.00
## 30935                    Bengaluru, KA, India               0.0           0.00
## 30946              London, EN, United Kingdom               2.0           0.00
## 30951                    Bengaluru, KA, India               8.0           1.00
## 30955                       San Francisco, CA               0.0           0.00
## 30957                       San Francisco, CA              15.0           1.00
## 30958                             Redmond, WA              16.0          16.00
## 30963                       Thousand Oaks, CA              12.0           5.00
## 30964                       San Francisco, CA               3.0           3.00
## 30965                           Cupertino, CA               2.0           2.00
## 30968                             Seattle, WA               7.0           0.00
## 30969                   Stockholm, ST, Sweden              10.0           0.00
## 30970                            Mckinney, TX               5.0           5.00
## 30971                              Boston, MA              10.0           1.00
## 30979                             Redmond, WA              14.0          14.00
## 30981                      Newtown Square, PA               5.0           3.00
## 30982                           Sunnyvale, CA               3.0           2.00
## 30992                         Santa Clara, CA               2.0           0.00
## 30994                       San Francisco, CA              19.0           2.00
## 30995                            New York, NY              11.0           5.00
## 30996                             Seattle, WA               0.0           0.00
## 30998                              Austin, TX               2.0           2.00
## 31001                            San Jose, CA               4.0           2.00
## 31002                             Seattle, WA              14.0          13.00
## 31003                              Austin, TX               7.0           7.00
## 31004                           Sunnyvale, CA               7.0           7.00
## 31008                       San Francisco, CA               1.0           1.00
## 31009                          Fort Worth, TX              20.0          10.00
## 31013                           Cupertino, CA              15.0           7.00
## 31014                   Vancouver, BC, Canada               5.0           4.00
## 31015                             Fremont, CA               1.0           1.00
## 31016                      Warsaw, MZ, Poland               0.0           0.00
## 31017                     Berlin, BE, Germany              15.0           1.00
## 31020                            Kirkland, WA              14.0           1.00
## 31022                      Ottawa, ON, Canada              20.0           0.00
## 31026                            Columbus, OH               9.0           6.00
## 31027                       Mountain View, CA               1.0           0.00
## 31028                       San Francisco, CA               6.0           3.00
## 31031                           Sunnyvale, CA               7.0           3.00
## 31036                    Hyderabad, AP, India               4.0           4.00
## 31042                           Sunnyvale, CA              10.0           1.00
## 31048                       San Francisco, CA              13.0          13.00
## 31052                            San Jose, CA               6.0           3.00
## 31056                             Chicago, IL              10.0           4.00
## 31057                           Palo Alto, CA               0.0           0.00
## 31060                           San Diego, CA               3.0           3.00
## 31061                             Houston, TX               2.0           1.00
## 31064                       Mountain View, CA               1.0           0.00
## 31065                               Tempe, AZ               5.0           1.00
## 31067                       Mountain View, CA               6.0           2.00
## 31068                             Seattle, WA               1.0           0.00
## 31070                              Boston, MA               4.0           2.00
## 31072                       Mountain View, CA               1.0           1.00
## 31075                         Minneapolis, MN               8.0           0.00
## 31083                            Westport, CT              20.0           3.00
## 31085                              Austin, TX               6.0           6.00
## 31087                          Menlo Park, CA               8.0           0.00
## 31089                       Mountain View, CA               3.0           2.00
## 31090                            San Jose, CA              10.0           2.00
## 31095                       San Francisco, CA              15.0           8.00
## 31097                           Cupertino, CA              16.0           8.00
## 31101                              Boston, MA               2.0           0.00
## 31105                             Orlando, FL              20.0           5.00
## 31111                    Saratoga Springs, NY              20.0           4.00
## 31112                       Mumbai, MH, India               7.0           0.00
## 31118                           Cupertino, CA               4.0           0.00
## 31122                         Santa Clara, CA               7.0           4.00
## 31123                            Bellevue, WA              20.0           1.00
## 31125                         Kansas City, MO               6.0           6.00
## 31127                          Pleasanton, CA               0.0           0.00
## 31128                       San Francisco, CA              16.0           6.00
## 31130                            Bellevue, WA               4.0           2.00
## 31134                             Seattle, WA               9.0           0.00
## 31137                         Santa Clara, CA               6.0           4.00
## 31141                          Menlo Park, CA               5.0           0.00
## 31142                            Richmond, VA               3.0           1.00
## 31146                            San Jose, CA               2.0           1.00
## 31147                              Armonk, NY               2.0           1.00
## 31152                             Holmdel, NJ               7.0           0.00
## 31155                             Seattle, WA               7.0           1.00
## 31160                           Sunnyvale, CA               2.0           1.00
## 31165                     Berlin, BE, Germany              13.0           2.00
## 31168                    Bangalore, KA, India               0.0           0.00
## 31171                          Washington, DC              14.0           0.00
## 31172                   Sydney, NS, Australia               4.0           0.00
## 31173                              Denver, CO              15.0          15.00
## 31175                             Seattle, WA               0.0           0.00
## 31176                           Cupertino, CA               5.0           5.00
## 31177                              Austin, TX               7.0           5.00
## 31179                             Seattle, WA               8.0           2.00
## 31180                            Bellevue, WA              14.0           1.00
## 31181              London, EN, United Kingdom              10.0           2.00
## 31183                       Mountain View, CA               5.0           0.00
## 31185                            New York, NY              12.0           5.00
## 31188                      Minsk, MI, Belarus               4.0           4.00
## 31190                       San Francisco, CA               0.0           0.00
## 31191                        Fort Collins, CO               3.0           3.00
## 31193                            New York, NY              15.0           3.00
## 31195                             Redmond, WA               3.0           0.00
## 31196                            New York, NY               0.0           0.00
## 31197              London, EN, United Kingdom              10.0           5.00
## 31198                             Seattle, WA              30.0           6.00
## 31202                            New York, NY              10.0           2.00
## 31204                             Redmond, WA              11.0           6.00
## 31209                     Munich, BY, Germany              20.0          14.00
## 31212                           San Diego, CA               7.0           7.00
## 31213                       Mountain View, CA               3.0           3.00
## 31214                             Fremont, CA               5.0           3.00
## 31218                            San Jose, CA              13.0           4.00
## 31219                             Seattle, WA               5.0           1.00
## 31222                            New York, NY               9.0           1.00
## 31224             Glasgow, SC, United Kingdom               7.0           2.00
## 31225                             Redmond, WA              15.0           1.00
## 31226                              Boston, MA               4.0           4.00
## 31228                             Seattle, WA               3.0           3.00
## 31229                             Redmond, WA               0.0           0.00
## 31230                              Denver, CO               9.0           5.00
## 31233                             Seattle, WA              10.0           4.00
## 31236                          Washington, DC               3.0           2.00
## 31237              London, EN, United Kingdom              13.0           4.00
## 31239              London, EN, United Kingdom              13.0           4.00
## 31242                   Vancouver, BC, Canada              12.0           0.00
## 31243                            San Jose, CA              10.0           2.00
## 31250                              Boston, MA              20.0           4.00
## 31252                       Mountain View, CA              20.0           5.00
## 31255                            Bellevue, WA               7.0           3.00
## 31257                            New York, NY               3.0           2.00
## 31261                    Bengaluru, KA, India               7.0           2.00
## 31263                             Fairfax, VA               3.0           3.00
## 31265                           Sunnyvale, CA              10.0           0.00
## 31268                            San Jose, CA               0.0           0.00
## 31269                             Seattle, WA               3.0           2.00
## 31271                          Fort Worth, TX               2.0           2.00
## 31273                            Portland, OR              16.0           0.00
## 31274                     Toronto, ON, Canada               4.0           4.00
## 31276                       Mountain View, CA               2.0           2.00
## 31277                            Bellevue, WA               0.0           0.00
## 31284                   Vancouver, BC, Canada               0.0           0.00
## 31287                       San Francisco, CA               5.0           0.00
## 31288              Amsterdam, NH, Netherlands              12.0           7.00
## 31289                 Zurich, ZH, Switzerland               0.0           0.00
## 31290              London, EN, United Kingdom              25.0           8.00
## 31292                            New York, NY               1.0           1.00
## 31294                            New York, NY               4.0           0.00
## 31297                            New York, NY               6.0           0.00
## 31300                              Boston, MA               8.0           1.00
## 31304                             Herndon, VA              15.0           2.00
## 31306                           Hillsboro, OR              33.0           5.00
## 31308                     Toronto, ON, Canada               2.0           2.00
## 31309                       San Francisco, CA               8.0           0.00
## 31312                             Seattle, WA               5.0           3.00
## 31313                              Denver, CO              22.0           0.00
## 31314                      Gurgaon, HR, India               2.0           2.00
## 31315                           San Diego, CA               3.0           0.00
## 31316                       Mountain View, CA               0.0           0.00
## 31319                      Moscow, MC, Russia               8.0           4.00
## 31321                      Ottawa, ON, Canada               7.0           3.00
## 31322                      Ottawa, ON, Canada              10.0           1.00
## 31324                       Madrid, MD, Spain              20.0           2.00
## 31329                           San Mateo, CA               4.0           0.00
## 31330                       San Francisco, CA               4.0           2.00
## 31334                            San Jose, CA              10.0           4.00
## 31348                              Lenexa, KS               8.0           6.00
## 31352                             Seattle, WA               4.0           1.00
## 31353                             Seattle, WA               8.0           1.00
## 31354                         Los Angeles, CA               1.0           1.00
## 31355                              Folsom, CA              27.0          27.00
## 31357                           Charlotte, NC               2.0           2.00
## 31358                              Irvine, CA              20.0           5.00
## 31359                       San Francisco, CA               2.0           1.00
## 31362                       San Francisco, CA               4.0           4.00
## 31365                   Vancouver, BC, Canada               5.0           0.00
## 31368                           Cupertino, CA               6.0           3.00
## 31373                             Seattle, WA               2.0           0.00
## 31374                              Austin, TX               0.0           0.00
## 31375                      Mexico, DF, Mexico               5.0           1.00
## 31378                       San Francisco, CA               7.0           7.00
## 31383                            Milpitas, CA              15.0           4.00
## 31385                       Mountain View, CA               1.0           1.00
## 31395                        Redwood City, CA              20.0           0.00
## 31396                       Graz, ST, Austria               3.0           3.00
## 31403                     Berlin, BE, Germany               4.0           0.00
## 31404                             Seattle, WA              15.0           0.00
## 31407                   Vancouver, BC, Canada               5.0           0.00
## 31409                            New York, NY               3.0           3.00
## 31412                            New York, NY               4.0           4.00
## 31417                             Chicago, IL               1.0           0.00
## 31418                         Los Angeles, CA               5.0           5.00
## 31419                         Santa Clara, CA              25.0           2.00
## 31420                             Seattle, WA              15.0           1.00
## 31422                       San Francisco, CA               6.0           3.00
## 31425              London, EN, United Kingdom              15.0           0.00
## 31430                            New York, NY              12.0           3.00
## 31434                              Boston, MA               5.0           0.00
## 31435                       San Francisco, CA               9.0           6.00
## 31437                           Sunnyvale, CA               8.0           0.00
## 31438                            Bellevue, WA               2.0           0.00
## 31440                              Dallas, TX               3.0           0.00
## 31442                       San Francisco, CA               2.0           2.00
## 31444                       San Francisco, CA               8.0           5.00
## 31447                              Boston, MA              10.0           5.00
## 31449                    Montreal, QC, Canada               1.0           1.00
## 31450                             Seattle, WA               2.0           2.00
## 31456                            New York, NY               0.0           0.00
## 31457                             Seattle, WA              10.0           1.00
## 31459                           Sunnyvale, CA              25.0           2.00
## 31466                       San Francisco, CA               5.0           5.00
## 31470                        Redwood City, CA              20.0           4.00
## 31472                          Menlo Park, CA               7.0           3.00
## 31474                       San Francisco, CA               1.0           0.00
## 31476                             Orlando, FL               0.0           0.00
## 31481                             Seattle, WA               4.0           0.00
## 31482                             Seattle, WA               1.0           1.00
## 31484                    Bangalore, KA, India               4.0           2.00
## 31486                       San Francisco, CA              10.0           1.00
## 31488                       San Francisco, CA               0.0           0.00
## 31489                           Cambridge, MA               8.0           0.00
## 31491                            New York, NY               0.0           0.00
## 31494                             Redmond, WA               0.0           0.00
## 31495                             Seattle, WA               5.0           0.00
## 31496                         Bentonville, AR               4.0           4.00
## 31500                              Austin, TX              20.0           7.00
## 31504              Prague, PR, Czech Republic               4.0           1.00
## 31508                             Coppell, TX              16.0           4.00
## 31509           Cambridge, EN, United Kingdom               6.0           6.00
## 31510                   Stockholm, ST, Sweden              12.0           1.00
## 31514                            Bellevue, WA               0.0           0.00
## 31515                 Suwon, KG, Korea, South              10.0          10.00
## 31516                              Boston, MA               5.0           0.00
## 31519                             Seattle, WA               3.0           0.00
## 31522                         San Antonio, TX               3.0           1.00
## 31524                          Menlo Park, CA              10.0           2.00
## 31526                             Phoenix, AZ              10.0           3.00
## 31530                     Munich, BY, Germany              18.0           1.00
## 31532              London, EN, United Kingdom               1.0           1.00
## 31535                          Scottsdale, AZ               4.0           3.00
## 31537                            New York, NY               5.0           4.00
## 31542                          Menlo Park, CA               4.0           1.00
## 31543                             Herndon, VA               1.0           1.00
## 31544                            Portland, OR              18.0          18.00
## 31547                           Sunnyvale, CA               2.0           0.00
## 31548                             Seattle, WA               1.0           1.00
## 31549                           San Diego, CA               0.0           0.00
## 31552                            New York, NY               0.0           0.00
## 31555                           Sunnyvale, CA              15.0           1.00
## 31557                           Sunnyvale, CA               4.0           1.00
## 31558                            New York, NY               1.0           0.00
## 31560                       San Francisco, CA               8.0           1.00
## 31566                            San Jose, CA              15.0           8.00
## 31567                           San Diego, CA              10.0           1.00
## 31569                             Redmond, WA               8.0           8.00
## 31570                       San Francisco, CA               7.0           3.00
## 31572                           Sunnyvale, CA               2.0           2.00
## 31573                           Cupertino, CA              13.0           8.00
## 31574                             Redmond, WA              20.0          20.00
## 31575                         Santa Clara, CA               4.0           2.00
## 31576                   Vancouver, BC, Canada              10.0           3.00
## 31579                       Mountain View, CA               6.0           3.00
## 31582                            San Jose, CA               2.0           2.00
## 31584                           Cupertino, CA               3.0           3.00
## 31585                             Seattle, WA               1.0           0.00
## 31587                             Seattle, WA              12.0           0.00
## 31588                       San Francisco, CA               3.0           1.00
## 31593                             Seattle, WA              10.0           2.00
## 31594                             Seattle, WA               1.0           0.00
## 31595                             Shelton, CT               7.0           2.00
## 31596                          Menlo Park, CA               2.0           0.00
## 31598                           Cupertino, CA               7.0           2.00
## 31602                            San Jose, CA               0.0           0.00
## 31604                    Bengaluru, KA, India               2.0           2.00
## 31607                       Mountain View, CA               7.0           7.00
## 31608                           Cupertino, CA               3.0           3.00
## 31610                           Sunnyvale, CA              13.0           8.00
## 31611                           Hillsboro, OR              13.0          13.00
## 31616                           Cupertino, CA               4.0           4.00
## 31618                    Bangalore, KA, India               6.0           5.00
## 31620                         Pune, MH, India               5.0           1.00
## 31623                    Bengaluru, KA, India              13.0           4.00
## 31631                     Toronto, ON, Canada               7.0           5.00
## 31633                          Washington, DC               6.0           1.00
## 31634                           San Diego, CA               3.0           3.00
## 31638                     Shenzhen, GD, China              15.0           1.00
## 31640              London, EN, United Kingdom               3.0           0.00
## 31642                             Seattle, WA               8.0           6.00
## 31644                            New York, NY               6.0           0.00
## 31650                           Cupertino, CA               4.0           3.00
## 31651                       Mountain View, CA              23.0          10.00
## 31653                              Boston, MA               9.0           1.00
## 31654                            San Jose, CA               0.0           0.00
## 31656                             Redmond, WA              15.0           2.00
## 31661                       Mountain View, CA               0.0           0.00
## 31662                           Palo Alto, CA               4.0           0.00
## 31663                             Atlanta, GA               3.0           1.00
## 31664                          Fort Worth, TX               1.0           1.00
## 31665                           Baltimore, MD               2.0           2.00
## 31669                             Chicago, IL               7.0           7.00
## 31671                              Denver, CO               7.0           7.00
## 31673                            New York, NY               7.0           0.00
## 31677                    Bangalore, KA, India               3.0           1.00
## 31682                       Mountain View, CA               3.0           0.00
## 31686                 Brisbane, QL, Australia              19.0          11.00
## 31687                   Vancouver, BC, Canada               5.0           0.00
## 31689                        Santa Monica, CA               2.0           0.00
## 31693                             Seattle, WA              29.0           5.00
## 31699                           Sunnyvale, CA               8.0           0.00
## 31700                             Madison, WI              10.0           1.00
## 31702                            New York, NY               7.0           3.00
## 31707                          Alpharetta, GA               0.0           0.00
## 31717                    Montreal, QC, Canada               8.0           3.00
## 31722                              Vienna, VA              10.0           4.00
## 31728                             Seattle, WA               7.0           0.00
## 31730          Hong Kong, HK, Hong Kong (SAR)               5.0           1.00
## 31737                          Washington, DC              16.0           1.00
## 31739                       San Francisco, CA              18.0          15.00
## 31742                            New York, NY               5.0           2.00
## 31747                            New York, NY              17.0           6.00
## 31750                            New York, NY               4.0           0.00
## 31752                              Denver, CO               5.0           5.00
## 31755                             Seattle, WA               1.0           0.00
## 31758                             Fremont, CA               0.0           0.00
## 31759                          Menlo Park, CA               1.0           1.00
## 31761                   Vancouver, BC, Canada              12.0           8.00
## 31767                     Berlin, BE, Germany               2.0           0.00
## 31768                     Munich, BY, Germany               1.0           1.00
## 31770                           Cupertino, CA               6.0           4.00
## 31773                Singapore, SG, Singapore               8.0           2.00
## 31774                            New York, NY               6.0           0.00
## 31781                   Walldorf, BW, Germany               4.0           1.00
## 31782                  Bielefeld, NW, Germany               7.0           5.00
## 31784                             Redmond, WA               1.0           1.00
## 31786                           Hillsboro, OR               9.0           8.00
## 31787                           San Diego, CA               1.0           1.00
## 31789                             Seattle, WA               0.0           0.00
## 31797                               Miami, FL               4.0           4.00
## 31799                             Seattle, WA               7.0           0.00
## 31800                            San Jose, CA              23.0           0.00
## 31801                         Minneapolis, MN              10.0           5.00
## 31802                         Los Angeles, CA               4.0           0.00
## 31803                         Los Angeles, CA               1.0           1.00
## 31807                              Denver, CO               0.0           0.00
## 31817                   Vancouver, BC, Canada               8.0           1.00
## 31819                Singapore, SG, Singapore               6.0           2.00
## 31823                           Cupertino, CA              16.0           2.00
## 31827                           Sunnyvale, CA               2.0           0.00
## 31832                       San Francisco, CA               9.0           3.00
## 31833              London, EN, United Kingdom               5.0           0.00
## 31834                             Seattle, WA               3.0           3.00
## 31835                             Atlanta, GA               1.0           1.00
## 31836                      Beijing, BJ, China               2.0           2.00
## 31839                            Bellevue, WA               4.0           0.00
## 31846                       San Francisco, CA              12.0          12.00
## 31847                 Zurich, ZH, Switzerland               1.0           1.00
## 31849                           Cupertino, CA               9.0           4.00
## 31852                           San Diego, CA              20.0           3.00
## 31854                              Vienna, VA               5.0           2.00
## 31857                             Detroit, MI               0.0           0.00
## 31858                          Providence, RI              10.0           1.00
## 31863                          Washington, DC               7.0           0.00
## 31864                            New York, NY               8.0           1.00
## 31865                    Bengaluru, KA, India               2.0           1.00
## 31869                    Bengaluru, KA, India               1.0           0.00
## 31870                             Phoenix, AZ              20.0          10.00
## 31872                            New York, NY               8.0           2.00
## 31877                             Seattle, WA              15.0          15.00
## 31878                          Menlo Park, CA              20.0           0.00
## 31882              London, EN, United Kingdom               8.0           1.00
## 31883                              Dallas, TX              20.0           1.00
## 31887                           Sunnyvale, CA              20.0          14.00
## 31890                           Cupertino, CA              10.0           2.00
## 31894              London, EN, United Kingdom               1.0           1.00
## 31899                             Madison, WI               1.0           1.00
## 31902                           San Diego, CA              20.0           3.00
## 31904                           Cupertino, CA               1.0           1.00
## 31908                             Seattle, WA              10.0           3.00
## 31910                              Reston, VA               2.0           0.00
## 31912                         Minneapolis, MN               4.0           1.00
## 31920                    Hyderabad, AP, India              15.0           3.00
## 31921                              Folsom, CA              11.0           5.00
## 31923                            San Jose, CA              12.0           8.00
## 31933                             Raleigh, NC              12.0           5.00
## 31934                           Cupertino, CA               2.0           2.00
## 31935                       Kiev, KC, Ukraine              17.0           9.00
## 31942                            San Jose, CA               5.0           5.00
## 31944                     Munich, BY, Germany              11.0           2.00
## 31945                             Redmond, WA               0.0           0.00
## 31948                           Cupertino, CA               2.0           0.00
## 31949                            Richmond, VA               1.0           1.00
## 31950              London, EN, United Kingdom               8.0           0.00
## 31951                         Santa Clara, CA              13.0           3.00
## 31954                             Seattle, WA              36.0          15.00
## 31955                             Seattle, WA               8.0           0.00
## 31956                             Redmond, WA               0.0           0.00
## 31957                           Arlington, VA               2.0           0.00
## 31958                               Plano, TX               0.0           0.00
## 31960                              Austin, TX               4.0           4.00
## 31961                           Sunnyvale, CA               2.0           2.00
## 31971                       San Francisco, CA               0.0           0.00
## 31974                             Seattle, WA              20.0          11.00
## 31976                              Austin, TX               5.0           5.00
## 31977                         Santa Clara, CA               6.0           1.00
## 31979                              Denver, CO               3.0           0.00
## 31982                             Seattle, WA               8.0           5.00
## 31984                       San Francisco, CA               6.0           3.00
## 31991                             Redmond, WA               0.0           0.00
## 31993                           San Diego, CA               0.0           0.00
## 31995                         Los Angeles, CA               5.0           4.00
## 31996                           Cupertino, CA              15.0          15.00
## 31997                         Los Angeles, CA               5.0           2.00
## 32001                            San Jose, CA               1.0           1.00
## 32002                         Los Angeles, CA               9.0           1.00
## 32003                            San Jose, CA               2.0           1.00
## 32004                          Washington, DC               0.0           0.00
## 32006                       San Francisco, CA               4.0           3.00
## 32009                     Toronto, ON, Canada               2.0           2.00
## 32010                           Charlotte, NC               6.0           2.00
## 32013                              Austin, TX              22.0           6.00
## 32014                       San Francisco, CA              12.0          12.00
## 32018                          Menlo Park, CA               7.0           4.00
## 32019                              Austin, TX               5.0           4.00
## 32030                         Minneapolis, MN               7.0           2.00
## 32032                    Bangalore, KA, India               5.0           5.00
## 32033                 Seoul, KG, Korea, South               9.0           5.00
## 32038                               Tracy, CA              25.0           0.00
## 32040                             Redmond, WA               2.0           2.00
## 32044                         Santa Clara, CA              15.0           3.00
## 32045                       Mountain View, CA               5.0           1.00
## 32046                    Bangalore, KA, India               0.0           0.00
## 32047                          Washington, DC               0.0           0.00
## 32048              Prague, PR, Czech Republic              11.0           7.00
## 32050                           Cupertino, CA               2.0           1.00
## 32052                     Toronto, ON, Canada               7.0           1.00
## 32053                       San Francisco, CA               4.0           4.00
## 32055                           Cupertino, CA              15.0           7.00
## 32056                       Mountain View, CA              16.0           2.00
## 32057                             Seattle, WA               3.0           0.00
## 32064                          Washington, DC               5.0           5.00
## 32066                         Santa Clara, CA              15.0           2.00
## 32069                              Austin, TX               2.0           2.00
## 32073                            Portland, OR               2.0           0.00
## 32077                           Sunnyvale, CA               5.0           2.00
## 32080                              Durham, NC               4.0           2.00
## 32082                             Seattle, WA               0.0           0.00
## 32085                            New York, NY              24.0           1.00
## 32087                              Reston, VA               9.0           0.00
## 32088                          Pleasanton, CA               3.0           2.00
## 32089                              Austin, TX               2.0           0.00
## 32093                             Redmond, WA              20.0          14.00
## 32095                             Seattle, WA               8.0           3.00
## 32096                             Fremont, CA               4.0           1.00
## 32103                            New York, NY               9.0           2.00
## 32108                       San Francisco, CA               5.0           0.00
## 32110                              Austin, TX               4.0           2.00
## 32116                       San Francisco, CA               9.0           1.00
## 32117                          Menlo Park, CA               1.0           1.00
## 32120                        Tokyo, TY, Japan               1.0           1.00
## 32122                          Pleasanton, CA               8.0           8.00
## 32123                             Fremont, CA               2.0           0.00
## 32124                          Menlo Park, CA              10.0           0.00
## 32126                Singapore, SG, Singapore              25.0           0.00
## 32129                             Seattle, WA               4.0           1.00
## 32136                       San Francisco, CA               5.0           3.00
## 32137                           San Diego, CA               5.0           3.00
## 32143                         Los Angeles, CA              11.0           0.00
## 32144                            New York, NY               7.0           4.00
## 32145                    Hyderabad, TS, India               4.0           1.00
## 32146                      Taipei, TP, Taiwan               6.0           2.00
## 32147                        Philadelphia, PA               7.0           1.00
## 32149                             Seattle, WA              20.0           3.00
## 32152                    Montreal, QC, Canada               4.0           3.00
## 32153                     Dublin, DN, Ireland              12.0           3.00
## 32155                              Boston, MA               3.0           3.00
## 32157                     Berlin, BE, Germany               5.0           0.00
## 32158                       Lviv, LV, Ukraine              12.0           8.00
## 32159                Singapore, SG, Singapore              17.0           8.00
## 32160                             Chicago, IL               4.0           2.00
## 32162                           Sunnyvale, CA               1.0           0.00
## 32163                             Redmond, WA              15.0           8.00
## 32165                       San Francisco, CA               3.0           1.00
## 32168                       San Francisco, CA               5.0           1.00
## 32169                            New York, NY               2.0           1.00
## 32173                             Chicago, IL              10.0           6.00
## 32174                       Mountain View, CA               0.0           0.00
## 32175                   Vancouver, BC, Canada               7.0           0.00
## 32176                     Markham, ON, Canada               7.0           7.00
## 32180                            New York, NY               3.0           1.00
## 32182                           Cupertino, CA               7.0           1.00
## 32186                       San Francisco, CA              18.0           1.00
## 32188                             Seattle, WA               0.0           0.00
## 32192                       Cork, CK, Ireland               7.0           7.00
## 32193                       San Francisco, CA              19.0           9.00
## 32202                       San Francisco, CA               5.0           4.00
## 32203                            Portland, OR              25.0           4.00
## 32204                             Orlando, FL              26.0          12.00
## 32205                          Washington, DC              10.0           2.00
## 32208                             Seattle, WA               2.0           0.00
## 32211                              Warren, MI               0.0           0.00
## 32212                             Redmond, WA              15.0           7.00
## 32216                           Cupertino, CA              10.0           3.00
## 32217                           Sunnyvale, CA               8.0           3.00
## 32218                       Mountain View, CA               0.0           0.00
## 32224                            San Jose, CA              20.0           5.00
## 32226                             Chicago, IL               0.0           0.00
## 32227                         Los Angeles, CA               2.0           1.00
## 32231                             Fremont, CA               3.0           2.00
## 32232                             Seattle, WA               3.0           1.00
## 32234                    Bengaluru, KA, India               2.0           2.00
## 32242                             Seattle, WA               5.0           0.00
## 32245                              Folsom, CA               7.0           7.00
## 32247                       Haifa, HA, Israel              20.0          10.00
## 32250                    Tel Aviv, TA, Israel               4.0           1.00
## 32254                       Haifa, HA, Israel               6.0           6.00
## 32256              Amsterdam, NH, Netherlands               8.0           2.00
## 32257                       Haifa, HA, Israel              12.0           0.00
## 32260                    Hyderabad, TS, India               1.0           1.00
## 32261                Singapore, SG, Singapore               5.0           3.00
## 32262                            San Jose, CA               9.0           9.00
## 32263                           Arlington, VA               2.0           1.00
## 32264                             Herndon, VA               0.0           0.00
## 32265                       Yavne, JM, Israel              11.0           8.00
## 32268                          Pittsburgh, PA               8.0           4.00
## 32270                    Bengaluru, KA, India              11.0          11.00
## 32271                        West Chester, PA               1.0           1.00
## 32272                              Austin, TX              15.0           1.00
## 32274             Bristol, EN, United Kingdom              18.0           9.00
## 32281                              Newark, CA               8.0           2.00
## 32289                          Washington, DC              10.0           3.00
## 32290                           San Diego, CA               6.0           6.00
## 32291                           Sunnyvale, CA               6.0           2.00
## 32292                         Los Angeles, CA              10.0           0.00
## 32293                             Seattle, WA               0.0           0.00
## 32297                    Tel Aviv, TA, Israel              15.0           2.00
## 32299                             Seattle, WA               1.0           0.00
## 32300                    Bangalore, KA, India              12.0           2.00
## 32301                            San Jose, CA              40.0           3.00
## 32303                       San Francisco, CA               2.0           1.00
## 32304                              Austin, TX              10.0           2.00
## 32309                            New York, NY               3.0           1.00
## 32310                             Raleigh, NC               4.0           2.00
## 32312                         Santa Clara, CA               9.0           1.00
## 32316                          Menlo Park, CA               2.0           2.00
## 32321                             Seattle, WA               5.0           5.00
## 32324                            New York, NY               9.0           4.00
## 32325                            Glendale, CA               2.0           1.00
## 32331                        Philadelphia, PA              20.0           1.00
## 32333                             Chicago, IL               1.0           1.00
## 32334                             Seattle, WA               3.0           3.00
## 32335                           Cupertino, CA               5.0           5.00
## 32337                           Cambridge, MA              11.0           1.00
## 32339                           Watertown, MA              10.0           1.00
## 32341                             Redmond, WA               5.0           0.00
## 32344                            Portland, OR               9.0           4.00
## 32346                         Foster City, CA               4.0           0.00
## 32347                             Orlando, FL               5.0           5.00
## 32349                           Palo Alto, CA               1.0           0.00
## 32350                             Seattle, WA               4.0           0.00
## 32352                         Santa Clara, CA               2.0           0.00
## 32355                     Shanghai, SH, China               3.0           2.00
## 32358                             Seattle, WA               4.0           4.00
## 32359                           Sunnyvale, CA              14.0           1.00
## 32361                           Cupertino, CA              10.0           2.00
## 32364                         Pune, MH, India               2.0           2.00
## 32366                       San Francisco, CA               3.0           0.00
## 32372                     Shanghai, SH, China               4.0           2.00
## 32374                           San Diego, CA               3.0           2.00
## 32388                       San Francisco, CA              14.0           0.00
## 32389                    Barcelona, CT, Spain               5.0           1.00
## 32391                    Bangalore, KA, India              23.0          16.00
## 32392                    Bangalore, KA, India              24.0           0.00
## 32395                              Dallas, TX              25.0          25.00
## 32400                             Seattle, WA              19.0           1.00
## 32401                              Irvine, CA               1.0           1.00
## 32403                       Mountain View, CA              25.0           4.00
## 32413                            Kirkland, WA               4.0           2.00
## 32419                              Austin, TX               5.0           5.00
## 32421                           Cupertino, CA               6.0           3.00
## 32422                           Palo Alto, CA              20.0          12.00
## 32430                           Cupertino, CA               3.0           3.00
## 32432                          Menlo Park, CA               0.0           0.00
## 32435                       San Francisco, CA               0.0           0.00
## 32436                    Dresden, SN, Germany               1.0           0.00
## 32437                              Dallas, TX               3.0           3.00
## 32438                            San Jose, CA              10.0           5.00
## 32439                            Portland, OR              20.0          20.00
## 32441                             Seattle, WA               0.0           0.00
## 32442                            San Jose, CA              13.0           8.00
## 32448                       Mountain View, CA              12.0           1.00
## 32453                             Seattle, WA               4.0           1.00
## 32455                            New York, NY               3.0           0.00
## 32458                              Dallas, TX               5.0           2.00
## 32459                       San Francisco, CA              10.0           2.00
## 32461                    Bangalore, KA, India              12.0           3.00
## 32462                    Bangalore, KA, India               6.0           0.00
## 32463                    Bangalore, KA, India               7.0           1.00
## 32466                       San Francisco, CA               0.0           0.00
## 32468                              Boston, MA               0.0           0.00
## 32472                       San Francisco, CA               4.0           3.00
## 32474                          Menlo Park, CA               4.0           4.00
## 32481              London, EN, United Kingdom              10.0          10.00
## 32483              London, EN, United Kingdom               1.0           1.00
## 32484              London, EN, United Kingdom               1.0           1.00
## 32485                     Dublin, DN, Ireland              10.0           7.00
## 32487                             Seattle, WA               0.0           0.00
## 32488                       Mumbai, MH, India               6.0           2.00
## 32489                    New Delhi, DL, India               6.0           5.00
## 32490                              Reston, VA               1.0           1.00
## 32492              Amsterdam, NH, Netherlands               9.0           1.00
## 32493              London, EN, United Kingdom              11.0           0.00
## 32496                             Chicago, IL              12.0           5.00
## 32499                            New York, NY               1.0           1.00
## 32500                              Denver, CO               4.0           2.00
## 32501           Cambridge, EN, United Kingdom               1.0           0.00
## 32504                    Bengaluru, KA, India               6.0           2.00
## 32508                       San Francisco, CA               3.0           0.00
## 32518                       Basking Ridge, NJ               5.0           2.00
## 32523                       San Francisco, CA               8.0           2.00
## 32527                             Atlanta, GA               4.0           1.00
## 32528                            New York, NY               3.0           1.00
## 32530                           San Diego, CA               6.0           2.00
## 32533                             Redmond, WA               4.0           4.00
## 32534                       San Francisco, CA               4.0           1.00
## 32539                           San Mateo, CA               0.0           0.00
## 32546                             Seattle, WA               9.0           4.00
## 32547                             Seattle, WA               0.0           0.00
## 32548                             Boulder, CO              12.0          11.00
## 32549                          Boxborough, MA               6.0           6.00
## 32554                             Seattle, WA              12.0           2.00
## 32562                       San Francisco, CA              13.0           2.00
## 32564                            Bellevue, WA              15.0           7.00
## 32567                             Seattle, WA               5.0           2.00
## 32568                          Sacramento, CA               3.0           1.00
## 32570                          Menlo Park, CA              15.0           4.00
## 32571                           Sunnyvale, CA               3.0           1.00
## 32572                             Atlanta, GA               5.0           5.00
## 32574                            Milpitas, CA              13.0           5.00
## 32575                               Plano, TX               0.0           0.00
## 32579                            Bellevue, WA               6.0           3.00
## 32580                             Fremont, CA               1.0           0.00
## 32583                             Detroit, MI               1.0           1.00
## 32587                           Sunnyvale, CA              23.0          20.00
## 32590                           Cupertino, CA               3.0           1.00
## 32591                             Seattle, WA              10.0           5.00
## 32592                    Tallinn, HA, Estonia              10.0           0.00
## 32593                            Kirkland, WA               2.0           0.00
## 32597                   Vancouver, BC, Canada               3.0           1.00
## 32598                      Minsk, MI, Belarus              16.0          12.00
## 32599                            San Jose, CA              14.0           6.00
## 32605                              Denver, CO               6.0           0.00
## 32609                             Seattle, WA               6.0           0.00
## 32613                              Austin, TX              15.0           0.00
## 32614                          Washington, DC              10.0           0.00
## 32615                           Sunnyvale, CA               2.0           2.00
## 32616                       San Francisco, CA               4.0           2.00
## 32618                       Madrid, MD, Spain               5.0           0.00
## 32623                              Boston, MA              16.0           2.00
## 32624                        Philadelphia, PA              10.0           3.00
## 32628                             Seattle, WA               8.0           2.00
## 32629                       Mountain View, CA               6.0           6.00
## 32630                             Redmond, WA               6.0           2.00
## 32631                       Mountain View, CA              10.0           6.00
## 32632                       San Francisco, CA               0.0           0.00
## 32633                       San Francisco, CA               6.0           2.00
## 32635                           Sunnyvale, CA               5.0           5.00
## 32637                          Menlo Park, CA               6.0           1.00
## 32640                             Seattle, WA               1.0           1.00
## 32645                            New York, NY              36.0           9.00
## 32646                            New York, NY               4.0           3.00
## 32652                           Sunnyvale, CA              15.0           2.00
## 32654                   Vancouver, BC, Canada               0.0           0.00
## 32656                    Victoria, BC, Canada               5.0           1.00
## 32657                           San Mateo, CA               3.0           1.00
## 32660                           San Diego, CA               0.0           0.00
## 32661                         Los Angeles, CA               7.0           0.00
## 32667                          Menlo Park, CA               5.0           5.00
## 32671                       San Francisco, CA               2.0           2.00
## 32672                           Cupertino, CA              15.0           3.00
## 32676                            Bellevue, WA              13.0          10.00
## 32679                        Redwood City, CA               8.0           4.00
## 32682                              Irvine, CA              11.0           3.00
## 32683                         Santa Clara, CA               5.0           3.00
## 32686                       San Francisco, CA               6.0           5.00
## 32690                             Houston, TX               1.0           1.00
## 32692                     Berlin, BE, Germany              14.0           0.00
## 32697                          Morgantown, WV              10.0           1.00
## 32698                             Detroit, MI               5.0           5.00
## 32699                              Durham, NC               1.0           1.00
## 32700                          Menlo Park, CA               3.0           2.00
## 32701                            San Jose, CA              14.0          14.00
## 32703                             Seattle, WA              10.0           1.00
## 32704                     Fort Lauderdale, FL               5.0           5.00
## 32712                           Cupertino, CA               2.0           1.00
## 32716                           Cambridge, MA              20.0          10.00
## 32717                         Santa Clara, CA               3.0           2.00
## 32718                       Mountain View, CA              15.0           5.00
## 32719              London, EN, United Kingdom               2.0           2.00
## 32720                            New York, NY               8.0           4.00
## 32724                       San Francisco, CA               5.0           0.00
## 32726                         Santa Clara, CA              20.0           4.00
## 32729                             Redmond, WA               4.0           0.00
## 32730                             Atlanta, GA               1.0           1.00
## 32731                           Cupertino, CA              12.0           3.00
## 32732                             Seattle, WA              14.0           0.00
## 32733                   Sydney, NS, Australia              14.0           0.00
## 32736                    Hyderabad, AP, India              12.0           0.00
## 32740                            New York, NY               2.0           2.00
## 32741                       San Francisco, CA              10.0           5.00
## 32749                              Denver, CO               8.0           1.00
## 32753                      Krakow, MA, Poland               7.0           2.00
## 32755                       Mountain View, CA               3.0           1.00
## 32756                           Cupertino, CA              15.0           5.00
## 32759                           Palo Alto, CA              12.0           1.00
## 32760                           Sunnyvale, CA               8.0           0.00
## 32761                       San Francisco, CA               3.0           1.00
## 32762                            San Jose, CA              14.0           3.00
## 32763                             Chicago, IL               5.0           4.00
## 32764                           Cupertino, CA               4.0           4.00
## 32765                       San Francisco, CA               8.0           0.00
## 32766                            San Jose, CA              13.0           1.00
## 32771                       San Francisco, CA               8.0           1.00
## 32773                           Sunnyvale, CA              17.0           6.00
## 32775                       San Francisco, CA              15.0          15.00
## 32779                           Sunnyvale, CA               3.0           0.00
## 32782                             Seattle, WA               3.0           3.00
## 32785                       San Francisco, CA              10.0           2.00
## 32786                              Austin, TX               8.0           3.00
## 32790                            San Jose, CA              16.0           0.00
## 32794                          Washington, DC               5.0           2.00
## 32795                              Dallas, TX              10.0           5.00
## 32796                            Columbus, IN              10.0           9.00
## 32802                       San Francisco, CA               2.0           2.00
## 32808                         Pune, MH, India               3.0           2.00
## 32809                           Sunnyvale, CA              15.0           4.00
## 32810                    Bangalore, KA, India               2.0           0.00
## 32811                    Barcelona, CT, Spain              15.0           1.00
## 32818                               Tempe, AZ               2.0           0.00
## 32819                              Dallas, TX               5.0           5.00
## 32822                              Austin, TX              24.0           2.00
## 32826                            New York, NY               0.0           0.00
## 32827                             Redmond, WA              15.0           2.00
## 32829                       San Francisco, CA               6.0           6.00
## 32832                       San Francisco, CA               1.0           1.00
## 32833                   Vancouver, BC, Canada               6.0           2.00
## 32834                               Provo, UT               0.0           0.00
## 32840                     Berlin, BE, Germany               5.0           1.00
## 32841                           Ann Arbor, MI              12.0           5.00
## 32847                           Sunnyvale, CA               5.0           2.00
## 32850                             Seattle, WA               5.0           0.00
## 32860                            New York, NY               3.0           0.00
## 32863                             Atlanta, GA               7.0           4.00
## 32866                       San Francisco, CA               3.0           3.00
## 32867              London, EN, United Kingdom              10.0           2.00
## 32875                     Toronto, ON, Canada              11.0           2.00
## 32879                              Boston, MA              13.0           0.00
## 32882                              Boston, MA              10.0           6.00
## 32883                     Toronto, ON, Canada               0.0           0.00
## 32884                   Sydney, NS, Australia              12.0           0.00
## 32886                          Pittsburgh, PA               5.0           1.00
## 32888                         Bloomington, IL              15.0           1.00
## 32891                             Seattle, WA               5.0           2.00
## 32893                           Cupertino, CA               4.0           0.00
## 32894                               Plano, TX               8.0           0.00
## 32907                    Bangalore, KA, India              15.0           6.00
## 32914                    Bangalore, KA, India               7.0           0.00
## 32916                Singapore, SG, Singapore               8.0           4.00
## 32919                              Austin, TX              10.0          10.00
## 32920                    Waterloo, ON, Canada               6.0           2.00
## 32922                            Columbus, OH               8.0           0.00
## 32923                              Rialto, CA               2.0           2.00
## 32927                              Dallas, TX               4.0           2.00
## 32929                             Seattle, WA               4.0           0.00
## 32930                              Boston, MA               6.0           1.00
## 32935                             Seattle, WA               2.0           2.00
## 32938                           Nashville, TN               2.0           0.00
## 32939                             Seattle, WA               4.0           4.00
## 32942                              Olathe, KS               2.0           2.00
## 32944                            Bellevue, WA              17.0           0.00
## 32945                    Bangalore, KA, India               1.0           1.00
## 32947                               Wayne, PA              12.0           4.00
## 32948                             Seattle, WA               1.0           1.00
## 32950                          Burlington, MA               0.0           0.00
## 32954                          Menlo Park, CA               5.0           2.00
## 32955                            New York, NY              10.0           5.00
## 32956                            San Jose, CA              15.0           3.00
## 32957                            San Jose, CA               2.0           2.00
## 32958                          Menlo Park, CA               6.0           0.00
## 32960                           Hillsboro, OR              20.0           2.00
## 32965                              Oxford, MS               6.0           6.00
## 32967                            San Jose, CA              15.0           0.00
## 32968                            New York, NY               0.0           0.00
## 32971                             Redmond, WA              20.0          16.00
## 32973                       Mountain View, CA               7.0           1.00
## 32974                           Englewood, CO               0.0           0.00
## 32977                          Menlo Park, CA               4.0           0.00
## 32982                          Pleasanton, CA               1.0           1.00
## 32986                            San Jose, CA               4.0           1.00
## 32987                             Suwanee, GA               0.0           0.00
## 32991                            New York, NY               2.0           2.00
## 32996                             Seattle, WA               1.0           1.00
## 32997                          Menlo Park, CA               1.0           1.00
## 32999                         Pune, MH, India               4.0           0.00
## 33003                     Berlin, BE, Germany               8.0           1.00
## 33004                             Seattle, WA               2.0           2.00
## 33007              London, EN, United Kingdom              20.0           5.00
## 33008                   Dortmund, NW, Germany               5.0           1.00
## 33009                      Minsk, MI, Belarus               6.0           5.00
## 33020                       San Francisco, CA               0.0           0.00
## 33022                       Mountain View, CA               2.0           1.00
## 33023                       San Francisco, CA               3.0           0.00
## 33025                    Bangalore, KA, India               4.0           2.00
## 33026                     Munich, BY, Germany              10.0           5.00
## 33027                       San Francisco, CA               5.0           3.00
## 33029                       Mountain View, CA               9.0           1.00
## 33032                       Kiev, KC, Ukraine               3.0           1.00
## 33034                       San Francisco, CA              13.0           8.00
## 33036              London, EN, United Kingdom              10.0           0.00
## 33038                             Seattle, WA               7.0           1.00
## 33040                           Hillsboro, OR              17.0          15.00
## 33044                         San Antonio, TX              13.0          13.00
## 33046                   Sydney, NS, Australia               5.0           5.00
## 33047                            San Jose, CA              10.0           3.00
## 33048                             Seattle, WA              20.0           2.00
## 33053                            New York, NY               3.0           1.00
## 33054                       San Francisco, CA               5.0           1.00
## 33057                              Austin, TX              20.0           2.00
## 33058                              Austin, TX               3.0           1.00
## 33060                           Sunnyvale, CA               0.0           0.00
## 33062                            New York, NY               6.0           0.00
## 33064                       San Francisco, CA              18.0          10.00
## 33065                           San Diego, CA              15.0           3.00
## 33066                           Pensacola, FL              10.0           1.00
## 33067                       Mountain View, CA               4.0           2.00
## 33069                    Bangalore, KA, India               3.0           1.00
## 33070                       San Francisco, CA               0.0           0.00
## 33078                            San Jose, CA               8.0           8.00
## 33080                           Cupertino, CA              24.0           5.00
## 33081                           San Ramon, CA               1.0           1.00
## 33085                        Redwood City, CA               7.0           5.00
## 33087                             Seattle, WA              15.0           3.00
## 33089                              Dallas, TX              12.0           0.00
## 33092                              Garner, NC              20.0           0.00
## 33093                      Ottawa, ON, Canada               2.0           1.00
## 33095                           Sunnyvale, CA               2.0           0.00
## 33096                         Bloomington, IN              17.0           0.00
## 33100                           Palo Alto, CA               0.0           0.00
## 33102                    New Delhi, DL, India               2.0           2.00
## 33107              London, EN, United Kingdom               4.0           0.00
## 33110                           Hawthorne, CA               1.0           1.00
## 33113                     Toronto, ON, Canada               1.0           1.00
## 33115                             Seattle, WA               5.0           5.00
## 33117                              Denver, CO               2.0           1.00
## 33118                         Santa Clara, CA               5.0           0.00
## 33119                            San Jose, CA               1.0           1.00
## 33121                              Irving, TX               4.0           2.00
## 33125                       Mountain View, CA               6.0           6.00
## 33127                             Seattle, WA              20.0          20.00
## 33128                     Calgary, AB, Canada               7.0           5.00
## 33134                            New York, NY              10.0           4.00
## 33136              London, EN, United Kingdom               0.0           0.00
## 33138                             Chicago, IL               2.0           2.00
## 33139                            San Jose, CA               1.0           1.00
## 33140                           Cupertino, CA              10.0           8.00
## 33146           Ho Chi Minh City, HC, Vietnam               8.0           6.00
## 33147                          Menlo Park, CA              11.0           0.00
## 33148                            San Jose, CA               1.0           1.00
## 33149                           Sunnyvale, CA               5.0           5.00
## 33152              London, EN, United Kingdom               8.0           0.00
## 33153                 Zurich, ZH, Switzerland               8.0           0.00
## 33154                    Hyderabad, TS, India               7.0           7.00
## 33157                            San Jose, CA               1.0           0.00
## 33158                 Zurich, ZH, Switzerland               7.0           6.00
## 33159                       San Francisco, CA              13.0           1.00
## 33164              London, EN, United Kingdom               8.0           1.00
## 33166                             Redmond, WA               7.0           5.00
## 33176                       San Francisco, CA               2.0           0.00
## 33178                         Santa Clara, CA               4.0           4.00
## 33179                    Montreal, QC, Canada               2.0           1.00
## 33180                     Munich, BY, Germany               3.0           0.00
## 33181                    Bangalore, KA, India              15.0           5.00
## 33183                    Bengaluru, KA, India               8.0           8.00
## 33185                      Minsk, HM, Belarus               8.0           1.00
## 33190                   Sao Paulo, SP, Brazil              12.0           3.00
## 33199                             Redmond, WA               5.0           2.00
## 33200                             Redmond, WA              20.0           0.00
## 33201                      Salt Lake City, UT               5.0           2.00
## 33202                       San Francisco, CA              12.0           5.00
## 33203                              Helena, MT               5.0           1.00
## 33204                       San Francisco, CA               3.0           3.00
## 33206                             Redmond, WA               1.0           1.00
## 33208                             Seattle, WA               1.0           1.00
## 33209                        Fort Collins, CO              10.0           3.00
## 33210                         Santa Clara, CA               5.0           3.00
## 33211                      Ankara, AN, Turkey              10.0           3.00
## 33213                              Boston, MA               3.0           3.00
## 33214                          Pittsburgh, PA               1.0           1.00
## 33215                           Palo Alto, CA               3.0           0.00
## 33216                             Seattle, WA              15.0          10.00
## 33217                       Mountain View, CA               5.0           0.00
## 33218                             Seattle, WA               5.0           4.00
## 33221                           Watertown, MA               7.0           1.00
## 33223                       Mountain View, CA               0.0           0.00
## 33224                              Irvine, CA               2.0           0.00
## 33226                       Mountain View, CA               6.0           1.00
## 33227                             Houston, TX              15.0           7.00
## 33228                            San Jose, CA               8.0           8.00
## 33229                          Menlo Park, CA              20.0           1.00
## 33230                             Seattle, WA               3.0           3.00
## 33231                       San Francisco, CA               6.0           0.00
## 33235                             Chicago, IL               8.0           0.00
## 33236                              Boston, MA               3.0           0.00
## 33239                             Redmond, WA               5.0           3.00
## 33240                       San Francisco, CA              15.0           3.00
## 33242                               Plano, TX               5.0           3.00
## 33246                          Pittsburgh, PA              19.0          10.00
## 33247                               Provo, UT               3.0           3.00
## 33253                             Seattle, WA              10.0          10.00
## 33255                           Palo Alto, CA               5.0           3.00
## 33256                         Santa Clara, CA              10.0           1.00
## 33257                           San Bruno, CA               3.0           3.00
## 33258                             Seattle, WA              20.0          15.00
## 33259                            Bellevue, WA               2.0           0.00
## 33261                           San Bruno, CA               1.0           1.00
## 33262                            New York, NY              13.0           3.00
## 33265                             Seattle, WA               9.0           4.00
## 33270                      Moscow, MC, Russia              15.0           7.00
## 33273                    Bengaluru, KA, India               9.0           3.00
## 33275                             Waltham, MA              11.0           5.00
## 33276                    Bangalore, KA, India              10.0           9.00
## 33283                         Minneapolis, MN               4.0           2.00
## 33284                              Austin, TX               5.0           4.00
## 33286                          Costa Mesa, CA              12.0           7.00
## 33287                       San Francisco, CA              11.0           7.00
## 33291                             Seattle, WA               0.0           0.00
## 33294                             Seattle, WA               8.0           0.00
## 33295                       San Francisco, CA               4.0           0.00
## 33297                     Munich, BY, Germany              11.0           1.00
## 33299                             Seattle, WA               0.0           0.00
## 33305                             Seattle, WA               1.0           1.00
## 33307                             Redmond, WA              20.0           2.00
## 33308                            New York, NY               3.0           3.00
## 33309                    Waterloo, ON, Canada               3.0           2.00
## 33310              London, EN, United Kingdom              10.0           4.00
## 33311                           San Bruno, CA               8.0           3.00
## 33313                       Mountain View, CA               4.0           1.00
## 33314                             Redmond, WA              20.0           9.00
## 33315                       San Francisco, CA               8.0           0.00
## 33316                              Austin, TX               2.0           2.00
## 33318                            New York, NY               1.0           0.00
## 33320                             Seattle, WA               2.0           2.00
## 33323                              Venice, CA              14.0           3.00
## 33325                             Seattle, WA               3.0           0.00
## 33326                            Portland, OR               3.0           3.00
## 33330                       San Francisco, CA               6.0           1.00
## 33331                            San Jose, CA               3.0           3.00
## 33338                           Cupertino, CA              10.0           4.00
## 33341                             Seattle, WA               3.0           0.00
## 33343                           Cupertino, CA               5.0           1.00
## 33347                            New York, NY               0.0           0.00
## 33351                           Sunnyvale, CA               0.0           0.00
## 33353                      Chennai, TN, India               4.0           4.00
## 33358              London, EN, United Kingdom               8.0           0.00
## 33359                              Austin, TX               5.0           1.00
## 33361              London, EN, United Kingdom              13.0           2.00
## 33362                              Durham, NC               2.0           1.00
## 33364                            Brooklyn, NY               3.0           2.00
## 33366                            San Jose, CA              10.0           3.00
## 33367                           Cupertino, CA              10.0           2.00
## 33368                    Montreal, QC, Canada               4.0           2.00
## 33378                           Cupertino, CA               6.0           6.00
## 33383                       Mountain View, CA              12.0           2.00
## 33384                             Raleigh, NC               7.0           7.00
## 33385                        Noida, UP, India               4.0           4.00
## 33386                    Bengaluru, KA, India               8.0           0.00
## 33387                   Sydney, NS, Australia              10.0           1.00
## 33388                          Washington, DC               4.0           1.00
## 33391                           Palo Alto, CA              18.0          12.00
## 33392                             Atlanta, GA               0.0           0.00
## 33395              London, EN, United Kingdom               7.0           7.00
## 33397                   Sydney, NS, Australia              10.0           1.00
## 33399                       San Francisco, CA               5.0           2.00
## 33400                              Austin, TX              12.0           4.00
## 33403                       San Francisco, CA               0.0           0.00
## 33404                       San Francisco, CA               6.0           2.00
## 33406                             Seattle, WA              10.0           0.00
## 33407                     Toronto, ON, Canada               2.0           2.00
## 33408                            San Jose, CA              15.0          15.00
## 33413                            Dearborn, MI               6.0           6.00
## 33414                               Plano, TX               5.0           2.00
## 33417                           Liverpool, NY               3.0           2.00
## 33418                       San Francisco, CA               8.0           1.00
## 33419                             Houston, TX               1.0           0.00
## 33420                           Palo Alto, CA               5.0           0.00
## 33422                             Seattle, WA               0.0           0.00
## 33425                             Chicago, IL               0.0           0.00
## 33429                          Washington, DC               7.0           1.00
## 33434                       San Francisco, CA              13.0           3.00
## 33435                             Redmond, WA              20.0          12.00
## 33438                         Pune, MH, India              14.0           0.00
## 33442                    Bangalore, KA, India              12.0           1.00
## 33445              London, EN, United Kingdom              15.0           0.00
## 33446                             Seattle, WA               5.0           2.00
## 33447                          Louisville, KY              14.0           1.00
## 33450                       San Francisco, CA               6.0           0.00
## 33451                          Washington, DC               2.0           2.00
## 33452                             Seattle, WA               2.0           0.00
## 33453                         Los Angeles, CA               5.0           2.00
## 33454                              Austin, TX               3.0           1.00
## 33455                            New York, NY               0.0           0.00
## 33459                      Gurgaon, HR, India               7.0           1.00
## 33465                          Menlo Park, CA               0.0           0.00
## 33466                            Richmond, VA               6.0           3.00
## 33467                             Phoenix, AZ              10.0           0.00
## 33468                             Redmond, WA              16.0          16.00
## 33472                             Oakland, CA              10.0           2.00
## 33474                       Mountain View, CA               5.0           4.00
## 33477                            Portland, OR               5.0           5.00
## 33479                           Palo Alto, CA               0.0           0.00
## 33482                             Seattle, WA               1.0           1.00
## 33483                       San Francisco, CA               0.0           0.00
## 33484                           Palo Alto, CA               5.0           1.00
## 33488                             Seattle, WA               0.0           0.00
## 33492                       Mountain View, CA               3.0           3.00
## 33495                             Chicago, IL               8.0           0.00
## 33502                             Atlanta, GA               4.0           0.00
## 33504                             Seattle, WA               1.0           0.00
## 33506                    Montreal, QC, Canada               6.0           5.00
## 33508                   Herzliyya, TA, Israel               8.0           1.00
## 33511                       Paris, IL, France               7.0           3.00
## 33516              Amsterdam, NH, Netherlands               3.0           3.00
## 33517                           Sunnyvale, CA               1.0           1.00
## 33519                            New York, NY               0.0           0.00
## 33521              London, EN, United Kingdom               8.0           3.00
## 33523                             Boulder, CO               0.0           0.00
## 33524                            New York, NY              15.0           2.00
## 33528                             Seattle, WA               3.0           2.00
## 33530                           Cupertino, CA              12.0           3.00
## 33531                             Phoenix, AZ               4.0           1.00
## 33532                       San Francisco, CA               0.0           0.00
## 33533                    Bengaluru, KA, India               5.0           2.00
## 33537                              Austin, TX               1.0           1.00
## 33538                         Minneapolis, MN               4.0           4.00
## 33539                           Cambridge, MA               4.0           2.00
## 33541                             Redmond, WA              15.0           4.00
## 33543                             Seattle, WA               4.0           0.00
## 33545                   Sao Paulo, SP, Brazil              10.0           1.00
## 33547                             Seattle, WA               1.0           0.00
## 33548         Dubai, DU, United Arab Emirates               7.0           3.00
## 33550                            New York, NY               2.0           2.00
## 33551                             Redmond, WA               7.0           3.00
## 33557                             Atlanta, GA               7.0           3.00
## 33559                       Mountain View, CA               3.0           2.00
## 33562                           Sunnyvale, CA               6.0           2.00
## 33566                       San Francisco, CA               1.0           1.00
## 33569              Prague, PR, Czech Republic              10.0           7.00
## 33574                             Seattle, WA               2.0           0.00
## 33577                               Boise, ID               4.0           4.00
## 33580                             Redmond, WA               2.0           2.00
## 33581                             Redmond, WA               0.0           0.00
## 33582                            Bellevue, WA              20.0           1.00
## 33586                            New York, NY               5.0           5.00
## 33587                        Poughkeepsie, NY               5.0           5.00
## 33594                     Toronto, ON, Canada              10.0           1.00
## 33595                           San Diego, CA               2.0           1.00
## 33596                    Bangalore, KA, India               6.0           0.00
## 33600                       San Francisco, CA               1.0           0.00
## 33603                              Boston, MA               5.0           0.00
## 33604                       Mountain View, CA               3.0           3.00
## 33605                             Seattle, WA               3.0           3.00
## 33606                             Fremont, CA               0.0           0.00
## 33607                     Dublin, DN, Ireland               3.0           1.00
## 33609                            New York, NY              15.0           9.00
## 33611                      Moscow, MC, Russia              14.0           2.00
## 33613                             Seattle, WA               7.0           4.00
## 33614                               Omaha, NE               3.0           1.00
## 33617                            Skillman, NJ               2.0           2.00
## 33618                        Redwood City, CA              10.0           5.00
## 33619                       San Francisco, CA               3.0           1.00
## 33622                      Salt Lake City, UT               2.0           0.00
## 33624                            New York, NY               4.0           1.00
## 33626                           Sunnyvale, CA              13.0           4.00
## 33633                    Bangalore, KA, India               8.0           2.00
## 33635                             Redmond, WA               3.0           2.00
## 33636                       San Francisco, CA               2.0           1.00
## 33637                     Berlin, BE, Germany               5.0           0.00
## 33638                       San Francisco, CA               5.0           0.00
## 33639                           Cambridge, MA               8.0           2.00
## 33640                             Seattle, WA               0.0           0.00
## 33641                             Redmond, WA               2.0           2.00
## 33642                       San Francisco, CA              20.0           4.00
## 33644                              Austin, TX              12.0           4.00
## 33645                             Redmond, WA               4.0           0.00
## 33647                       San Francisco, CA               1.0           1.00
## 33649                         Santa Clara, CA               9.0           2.00
## 33651                             Coppell, TX              10.0           5.00
## 33655                       San Francisco, CA               3.0           3.00
## 33656                  Basel, BS, Switzerland               0.0           0.00
## 33658                           Sunnyvale, CA               4.0           1.00
## 33660                            New York, NY              20.0          13.00
## 33665                           Palo Alto, CA              21.0           4.00
## 33669                    Bengaluru, KA, India               3.0           1.00
## 33670                    Bangalore, KA, India               8.0           1.00
## 33673                    Bangalore, KA, India               2.0           2.00
## 33674                           Cupertino, CA               8.0           3.00
## 33679              London, EN, United Kingdom               1.0           1.00
## 33683                   Vancouver, BC, Canada               0.0           0.00
## 33686                     Berlin, BE, Germany               5.0           1.00
## 33687                         Foster City, CA               6.0           2.00
## 33689                       San Francisco, CA              12.0           9.00
## 33690                         Los Angeles, CA               2.0           0.00
## 33696                              Naples, FL              30.0           6.00
## 33699                              Dallas, TX               3.0           0.00
## 33700                              Austin, TX               2.0           1.00
## 33701                      Gurgaon, HR, India               4.0           1.00
## 33703                          Pittsburgh, PA               5.0           4.00
## 33704                            San Jose, CA               7.0           7.00
## 33708                       Mountain View, CA               6.0           3.00
## 33709                       Mountain View, CA               5.0           2.00
## 33716                           Charlotte, NC               7.0           2.00
## 33718                            Bellevue, WA              22.0          15.00
## 33720                           Palo Alto, CA               3.0           1.00
## 33721                           Cupertino, CA               5.0           2.00
## 33723                            New York, NY              20.0           1.00
## 33724                             Seattle, WA               6.0           0.00
## 33725                             Raleigh, NC               8.0           2.00
## 33726                        Philadelphia, PA              15.0           2.00
## 33730                              Dallas, TX              23.0           5.00
## 33731                           Rochester, NY              16.0           0.00
## 33735                       Mountain View, CA               1.0           1.00
## 33738                             Seattle, WA               8.0           1.00
## 33740                             Redmond, WA               8.0           2.00
## 33743                           San Diego, CA              15.0           7.00
## 33744                              Reston, VA              15.0           1.00
## 33745                         Bentonville, AR              11.0           0.00
## 33748                             Seattle, WA               7.0           3.00
## 33751                             Redmond, WA              14.0           5.00
## 33753                      Moscow, MC, Russia              11.0           7.00
## 33758              London, EN, United Kingdom              18.0           1.00
## 33759                             Redmond, WA               4.0           2.00
## 33765                             Redmond, WA               2.0           2.00
## 33768                            New York, NY               0.0           0.00
## 33769                       San Francisco, CA               4.0           4.00
## 33778                       San Francisco, CA              12.0           3.00
## 33779                       San Francisco, CA               5.0           3.00
## 33780                             Seattle, WA              28.0           2.00
## 33784                       Mountain View, CA              11.0           2.00
## 33785                             Seattle, WA              16.0           8.00
## 33787                          Washington, DC               8.0           2.00
## 33789                            New York, NY              15.0           5.00
## 33790                           Sunnyvale, CA              11.0           6.00
## 33791                           Cupertino, CA               9.0           5.00
## 33795                          Washington, DC               7.0           0.00
## 33798                           St. Louis, MO               8.0           5.00
## 33799                         Foster City, CA               3.0           3.00
## 33800                        Redwood City, CA               5.0           2.00
## 33803                             Redmond, WA               7.0           0.00
## 33804                             Seattle, WA               5.0           2.00
## 33806                            New York, NY              24.0           3.00
## 33807                             Chicago, IL               6.0           6.00
## 33809                              Boston, MA               2.0           1.00
## 33811                           Cupertino, CA               4.0           1.00
## 33815                           Sunnyvale, CA               8.0           6.00
## 33816                           Palo Alto, CA               0.0           0.00
## 33821                             Redmond, WA               5.0           5.00
## 33823                             Raleigh, NC               3.0           1.00
## 33824                             Seattle, WA               2.0           2.00
## 33825                              Austin, TX              27.0          20.00
## 33827                    Waterloo, ON, Canada               1.0           1.00
## 33828                            New York, NY               3.0           3.00
## 33829                             Seattle, WA               1.0           1.00
## 33833                             Seattle, WA               6.0           4.00
## 33834                             Seattle, WA              11.0           9.00
## 33836                             Seattle, WA              12.0           1.00
## 33839                              Denver, CO               8.0           8.00
## 33842                       San Francisco, CA               5.0           0.00
## 33843                            Secaucus, NJ               3.0           3.00
## 33844                             Chicago, IL               8.0           3.00
## 33846                             Fremont, CA               2.0           2.00
## 33848                       San Francisco, CA               3.0           0.00
## 33850                    Bangalore, KA, India              15.0           2.00
## 33851                       Mountain View, CA               0.0           0.00
## 33852                            Bellevue, WA               2.0           2.00
## 33853                     Munich, BY, Germany               8.0           8.00
## 33854            Sophia-Antipolis, PR, France              13.0           6.00
## 33855              London, EN, United Kingdom               6.0           4.00
## 33857                       Mountain View, CA               8.0           8.00
## 33861                            New York, NY               4.0           1.00
## 33863                             Seattle, WA               3.0           1.00
## 33865                       Paris, IL, France              25.0           4.00
## 33867                    Bengaluru, KA, India              10.0           5.00
## 33868                             Chicago, IL               5.0           3.00
## 33869                         Minneapolis, MN               5.0           5.00
## 33873                             Seattle, WA              20.0          20.00
## 33875                         Kansas City, MO               4.0           2.00
## 33877                             Seattle, WA               5.0           2.00
## 33881                           Cupertino, CA               5.0           1.00
## 33888                     Calgary, AB, Canada               8.0           1.00
## 33889                           Palo Alto, CA              20.0           0.00
## 33891                            New York, NY               7.0           2.00
## 33893                            New York, NY               6.0           1.00
## 33895                              Dublin, OH               8.0           4.00
## 33896                            New York, NY               0.0           0.00
## 33901                              Boston, MA              20.0          20.00
## 33903                             Seattle, WA               9.0           3.00
## 33904                         Minneapolis, MN               5.0           5.00
## 33905                             Seattle, WA               8.0           0.00
## 33906                       Mountain View, CA               0.0           0.00
## 33907                              Dallas, TX               8.0           0.00
## 33910                              Reston, VA              18.0           0.00
## 33911                              Austin, TX               8.0           5.00
## 33919                             Seattle, WA               8.0           0.00
## 33920                          Menlo Park, CA               6.0           0.00
## 33921                            Columbus, OH               1.0           0.00
## 33922                             Boulder, CO              35.0          23.00
## 33926                           Cupertino, CA               1.0           0.00
## 33927                              Dallas, TX               6.0           6.00
## 33928             Buenos Aires, DF, Argentina               5.0           5.00
## 33929                            New York, NY               7.0           2.00
## 33930                           Palo Alto, CA               0.0           0.00
## 33931                            San Jose, CA               0.0           0.00
## 33932                             Seattle, WA              30.0           3.00
## 33934                       San Francisco, CA               5.0           2.00
## 33936                              Irving, TX              20.0           9.00
## 33938                             Seattle, WA               7.0           7.00
## 33941                    Waterloo, ON, Canada               6.0           0.00
## 33942                            San Jose, CA               3.0           3.00
## 33943                            New York, NY              13.0          10.00
## 33944                             Seattle, WA              17.0           0.00
## 33947                       San Francisco, CA               6.0           0.00
## 33951                              Dallas, TX               5.0           2.00
## 33952                            San Jose, CA              11.0           3.00
## 33954                       San Francisco, CA              12.0           2.00
## 33956                          Menlo Park, CA               8.0           0.00
## 33957                               Miami, FL               2.0           2.00
## 33959                         Santa Clara, CA               2.0           2.00
## 33963                       San Francisco, CA              15.0          10.00
## 33966                             Seattle, WA               3.0           3.00
## 33967                            New York, NY               0.0           0.00
## 33968                             Seattle, WA               9.0           0.00
## 33970                       Mountain View, CA              15.0           2.00
## 33971                            Kirkland, WA               8.0           6.00
## 33972                            New York, NY              20.0           2.00
## 33973                    Bangalore, KA, India               3.0           1.00
## 33976                       Mountain View, CA               7.0           0.00
## 33979                            Roseland, NJ               1.0           1.00
## 33982                              Dallas, TX              10.0           3.00
## 33983                            New York, NY               7.0           3.00
## 33984                          Fort Worth, TX               2.0           0.00
## 33987                            Bellevue, WA               0.0           0.00
## 33988                        Redwood City, CA               2.0           0.00
## 33992                             Redmond, WA               4.0           1.00
## 33996                             Chicago, IL               1.0           0.00
## 33999                             Chicago, IL               1.0           1.00
## 34005                       Mountain View, CA               9.0           3.00
## 34007                           Charlotte, NC              13.0          13.00
## 34009                             Houston, TX               4.0           3.00
## 34010                           Sunnyvale, CA              10.0          10.00
## 34012                           Los Gatos, CA               9.0           0.00
## 34017                              Goleta, CA               5.0           5.00
## 34018                             Herndon, VA               1.0           1.00
## 34023                             Fremont, CA               2.0           1.00
## 34024                       Mountain View, CA               3.0           3.00
## 34025                           Sunnyvale, CA               5.0           4.00
## 34027                              Irvine, CA              12.0           2.00
## 34028                               Tempe, AZ               4.0           4.00
## 34029                            Bellevue, WA               5.0           3.00
## 34030                     Toronto, ON, Canada              10.0           4.00
## 34031                            San Jose, CA              14.0           0.00
## 34032                       Mountain View, CA               6.0           1.00
## 34034                              Dallas, TX               4.0           2.00
## 34035                        Philadelphia, PA              18.0           2.00
## 34037                             Seattle, WA               3.0           3.00
## 34045                    Bangalore, KA, India               1.0           1.00
## 34046                           Sunnyvale, CA               0.0           0.00
## 34047                             Seattle, WA               2.0           1.00
## 34048                             Seattle, WA              19.0           6.00
## 34053                         Bentonville, AR               8.0           4.00
## 34057                              Austin, TX               2.0           1.00
## 34060                             Seattle, WA               2.0           2.00
## 34062                           Cupertino, CA               9.0           5.00
## 34063                              Austin, TX              20.0          17.00
## 34064                            Columbus, OH               3.0           0.00
## 34065                    Bengaluru, KA, India              15.0           1.00
## 34066                            San Jose, CA               4.0           3.00
## 34067                           Milwaukee, WI               0.0           0.00
## 34069            Schwieberdingen, BW, Germany               8.0           8.00
## 34072                     Shawnee Mission, KS               7.0           0.00
## 34073                            New York, NY               6.0           6.00
## 34076                     Toronto, ON, Canada               3.0           3.00
## 34077                             Seattle, WA              10.0           1.00
## 34078                 Manila, MM, Philippines               2.0           1.00
## 34081                    Bangalore, KA, India               7.0           3.00
## 34083                       San Francisco, CA              15.0           2.00
## 34085          Leamington, EN, United Kingdom               5.0           3.00
## 34086                              Austin, TX              15.0           3.00
## 34088                            Portland, OR              25.0          25.00
## 34089                         Los Angeles, CA               2.0           0.00
## 34090                       San Francisco, CA               7.0           5.00
## 34091                       San Francisco, CA               4.0           2.00
## 34092                           Charlotte, NC               2.0           0.00
## 34093                           Cupertino, CA               8.0           0.00
## 34096                           Los Gatos, CA              12.0           5.00
## 34097                            New York, NY               5.0           0.00
## 34099                             Seattle, WA              15.0           0.00
## 34103                           Los Gatos, CA               9.0           7.00
## 34104                      Chennai, TN, India               4.0           4.00
## 34105                          Pleasanton, CA               3.0           3.00
## 34106                            San Jose, CA               2.0           2.00
## 34109                              Berwyn, PA              10.0           5.00
## 34110                             Seattle, WA               0.0           0.00
## 34111                           Sunnyvale, CA              10.0           4.00
## 34114                             Seattle, WA               4.0           0.00
## 34115                           Sunnyvale, CA              10.0           0.00
## 34117                       San Francisco, CA               1.0           1.00
## 34119                               Tempe, AZ               1.0           1.00
## 34120                             Boulder, CO               9.0           2.00
## 34121                             Seattle, WA               2.0           1.00
## 34122                     Toronto, ON, Canada               0.0           0.00
## 34129                 Geneva, GE, Switzerland              20.0          13.00
## 34130                            Chandler, AZ               4.0           4.00
## 34131                          Burlington, MA               1.0           1.00
## 34132                           Sunnyvale, CA               6.0           1.00
## 34138                             Seattle, WA               2.0           2.00
## 34142                       San Francisco, CA               4.0           2.00
## 34144                              Austin, TX               6.0           3.00
## 34145                            Columbus, OH               7.0           7.00
## 34147                   Sydney, NS, Australia              12.0           1.00
## 34149                            New York, NY               6.0           1.00
## 34151                           Palo Alto, CA              30.0           4.00
## 34153                           Palo Alto, CA               1.0           0.00
## 34154                         Santa Clara, CA               0.0           0.00
## 34155                           San Bruno, CA               2.0           2.00
## 34156                             Mc Lean, VA               7.0           0.00
## 34157                            New York, NY               0.0           0.00
## 34158                              Boston, MA              10.0           6.00
## 34161                     Toronto, ON, Canada               7.0           1.00
## 34162                           San Diego, CA              14.0           3.00
## 34164                              Boston, MA               2.0           2.00
## 34168                       San Francisco, CA              10.0           8.00
## 34169                         Minneapolis, MN               5.0           2.00
## 34172                   Vancouver, BC, Canada               6.0           0.00
## 34177                            New York, NY               0.0           0.00
## 34179                    Montreal, QC, Canada              16.0          15.00
## 34184                            New York, NY               7.0           4.00
## 34187                             Chicago, IL               4.0           2.00
## 34192                            San Jose, CA               5.0           2.00
## 34194                       Mountain View, CA               2.0           0.00
## 34195              London, EN, United Kingdom              13.0           5.00
## 34198                             Seattle, WA               4.0           4.00
## 34199                             Oakland, CA              14.0           3.00
## 34203                            New York, NY               9.0           9.00
## 34208                             Redmond, WA               0.0           0.00
## 34209                        Walnut Creek, CA              20.0           1.00
## 34211                       Mountain View, CA               3.0           2.00
## 34213                           Palo Alto, CA               8.0           0.00
## 34215                   Vancouver, BC, Canada               5.0           0.00
## 34216                            San Jose, CA               2.0           2.00
## 34218                             Redmond, WA               0.0           0.00
## 34220                             Boulder, CO              20.0           3.00
## 34223                             Raleigh, NC               0.0           0.00
## 34226                       San Francisco, CA              15.0          10.00
## 34227                         Jersey City, NJ              12.0           3.00
## 34230                             Belmont, CA               4.0           1.00
## 34231                              Boston, MA              15.0           4.00
## 34232                             Seattle, WA               5.0           5.00
## 34234                       Mountain View, CA               1.0           1.00
## 34243                           Cambridge, MA              16.0           2.00
## 34245                           Sunnyvale, CA              10.0           1.00
## 34249                          Washington, DC               2.0           1.00
## 34250                              Austin, TX              12.0           2.00
## 34251                             Seattle, WA              19.0           3.00
## 34252                       San Francisco, CA               3.0           0.00
## 34253                   Vancouver, BC, Canada               0.0           0.00
## 34255                           Charlotte, NC               1.0           1.00
## 34261                           Hillsboro, OR               8.0           0.00
## 34262                           Cupertino, CA              14.0           5.00
## 34264                              Vienna, VA               2.0           2.00
## 34265                             Redmond, WA               0.0           0.00
## 34268                            New York, NY              14.0           7.00
## 34274                     Dublin, DN, Ireland               5.0           2.00
## 34276                       San Francisco, CA               0.0           0.00
## 34277                            New York, NY               0.0           0.00
## 34278                           Palo Alto, CA               5.0           1.00
## 34279                             Seattle, WA               0.0           0.00
## 34282                            Richmond, VA              14.0           6.00
## 34284                             Redmond, WA              10.0           1.00
## 34286                       San Francisco, CA              12.0           4.00
## 34289                             Seattle, WA               1.0           1.00
## 34290                   Kitchener, ON, Canada               2.0           0.00
## 34291                             Seattle, WA               8.0           3.00
## 34298                             Seattle, WA               5.0           5.00
## 34299                       San Francisco, CA               5.0           2.00
## 34300                           Sunnyvale, CA              15.0          15.00
## 34303                         Doha, DA, Qatar               2.0           0.00
## 34306                           San Diego, CA              14.0           1.00
## 34308                    Bengaluru, KA, India               2.0           2.00
## 34313                           Sunnyvale, CA               6.0           2.00
## 34315                           Sunnyvale, CA               9.0           8.00
## 34316                             Seattle, WA               0.0           0.00
## 34317                       San Francisco, CA               5.0           0.00
## 34321                             Cypress, CA               2.0           2.00
## 34322                    Bengaluru, KA, India              16.0           2.00
## 34326                             Seattle, WA              10.0           0.00
## 34329                     Toronto, ON, Canada               0.0           0.00
## 34334                       San Francisco, CA              15.0           1.00
## 34335                           Cupertino, CA               5.0           1.00
## 34339                       San Francisco, CA               6.0           6.00
## 34345                       San Francisco, CA              10.0           0.00
## 34346                     Berlin, BE, Germany               8.0           6.00
## 34347                       San Francisco, CA               8.0           6.00
## 34354                      Ottawa, ON, Canada               8.0           2.00
## 34361                       Mountain View, CA              10.0           3.00
## 34362                             Seattle, WA               7.0           7.00
## 34366                       San Francisco, CA               2.0           1.00
## 34370                 Seoul, KG, Korea, South              12.0           2.00
## 34371                           Cupertino, CA               5.0           1.00
## 34374                     Dublin, DN, Ireland              15.0           1.00
## 34375                    Tel Aviv, TA, Israel              10.0           1.00
## 34376                            New York, NY               0.0           0.00
## 34378                    Bengaluru, KA, India               5.0           5.00
## 34379                              Boston, MA              20.0           5.00
## 34382                    Bangalore, KA, India               3.0           2.00
## 34387                           Beaverton, OR               3.0           0.00
## 34394                          Alpharetta, GA               3.0           1.00
## 34395                             Seattle, WA               0.0           0.00
## 34396                            New York, NY               5.0           4.00
## 34399                             Redmond, WA               0.0           0.00
## 34403                      Ottawa, ON, Canada               0.0           0.00
## 34409                          Cincinnati, OH              12.0          12.00
## 34410                             Redmond, WA              18.0          10.00
## 34414                           Sunnyvale, CA              18.0           6.00
## 34415                       Haifa, HA, Israel              13.0           1.00
## 34421                            Redlands, CA               3.0           3.00
## 34422                             Seattle, WA              15.0           2.00
## 34430                              Boston, MA              10.0           8.00
## 34432                          Menlo Park, CA               2.0           2.00
## 34433                       San Francisco, CA               3.0           3.00
## 34436                          Menlo Park, CA               2.0           0.00
## 34438                             Redmond, WA               3.0           2.00
## 34445                           Princeton, NJ              20.0           9.00
## 34447                             Seattle, WA               5.0           0.00
## 34450                            Portland, OR              10.0           2.00
## 34451                          Menlo Park, CA               7.0           3.00
## 34452                           San Diego, CA               3.0           3.00
## 34456                            Temecula, CA               7.0           5.00
## 34462                       San Francisco, CA              10.0           4.00
## 34464                               Tempe, AZ               3.0           2.00
## 34465                          Pittsburgh, PA               0.0           0.00
## 34470                         Bentonville, AR               4.0           3.00
## 34473                       San Francisco, CA              10.0           1.00
## 34474                            New York, NY               3.0           0.00
## 34476                    Bangalore, KA, India               7.0           2.00
## 34479                       San Francisco, CA               1.0           1.00
## 34481                       Mumbai, MH, India              15.0           3.00
## 34486                             Fairfax, VA               2.0           2.00
## 34487                  Frankfurt, HE, Germany              14.0           0.00
## 34491                           Rochester, NY               2.0           2.00
## 34494                     Toronto, ON, Canada               3.0           2.00
## 34496                         Minneapolis, MN               1.0           1.00
## 34498                            New York, NY               0.0           0.00
## 34501                             Seattle, WA               1.0           0.00
## 34502                            New York, NY               5.0           1.00
## 34503                       San Francisco, CA               8.0           2.00
## 34506                    Bengaluru, KA, India              12.0           1.00
## 34508                    New Delhi, DL, India               0.0           0.00
## 34510                       San Francisco, CA              11.0           2.00
## 34513                             Seattle, WA               2.0           2.00
## 34515                            New York, NY               4.0           2.00
## 34518              Amsterdam, NH, Netherlands              12.0           7.00
## 34520                       Mountain View, CA               5.0           0.00
## 34521                             Boulder, CO               0.0           0.00
## 34522                             Fremont, CA               0.0           0.00
## 34531                           Arlington, VA               6.0           6.00
## 34533                             Redmond, WA               8.0           4.00
## 34535                            New York, NY               7.0           0.00
## 34536                           Cupertino, CA              12.0          12.00
## 34538                              Vienna, VA               3.0           2.00
## 34539                  Jakarta, JK, Indonesia               4.0           3.00
## 34541                             Seattle, WA              14.0           0.00
## 34545         Dubai, DU, United Arab Emirates              11.0           0.00
## 34549                           Merrimack, NH               0.0           0.00
## 34550                             Seattle, WA               5.0           0.00
## 34551                            Portland, OR               2.0           1.00
## 34557                         Santa Clara, CA               5.0           5.00
## 34558                        Santa Monica, CA              11.0           1.00
## 34560                       San Francisco, CA              15.0           5.00
## 34561                    Bangalore, KA, India               8.0           3.00
## 34562                        Noida, UP, India               7.0           3.00
## 34563                    Bangalore, KA, India               1.0           1.00
## 34567                            New York, NY               1.0           0.00
## 34568                 South San Francisco, CA               5.0           1.00
## 34569                          Washington, DC               3.0           3.00
## 34575              London, EN, United Kingdom               5.0           0.00
## 34577                       Mountain View, CA               5.0           3.00
## 34579                             Seattle, WA              10.0           0.00
## 34581                        Philadelphia, PA               5.0           5.00
## 34583                              Irvine, CA               3.0           3.00
## 34585                             Redmond, WA               7.0           5.00
## 34586                         Minneapolis, MN              10.0           0.00
## 34587                            New York, NY              13.0           2.00
## 34589                             Chicago, IL               8.0           7.00
## 34590                     Munich, BY, Germany              10.0           1.00
## 34591                             Seattle, WA               8.0           8.00
## 34592                           Sunnyvale, CA               3.0           1.00
## 34595                             Malvern, PA               0.0           0.00
## 34596                           Sunnyvale, CA               1.0           1.00
## 34597                   Vancouver, BC, Canada               5.0           0.00
## 34599                     Toronto, ON, Canada               5.0           2.00
## 34601                            San Jose, CA               0.0           0.00
## 34602                             Redmond, WA               1.0           1.00
## 34605                             Seattle, WA               0.0           0.00
## 34606                             Redmond, WA               5.0           1.00
## 34607                             Redmond, WA               5.0           1.00
## 34608                            New York, NY               8.0           8.00
## 34609                             Seattle, WA              13.0          10.00
## 34610                    Bengaluru, KA, India               7.0           1.00
## 34611                            Bellevue, WA               2.0           0.00
## 34613                       Mountain View, CA              10.0           3.00
## 34617                      Chennai, TN, India               6.0           1.00
## 34618                        Lund, SN, Sweden              13.0           4.00
## 34620                    Bengaluru, KA, India               6.0           2.00
## 34626              London, EN, United Kingdom              10.0           5.00
## 34627                           Los Gatos, CA              10.0           2.00
## 34628                 Heidelberg, BW, Germany              10.0           9.00
## 34629                      Taipei, TP, Taiwan              10.0          10.00
## 34630              Amsterdam, NH, Netherlands               6.0           1.00
## 34633                             Seattle, WA               5.0           1.00
## 34634                             Atlanta, GA               0.0           0.00
## 34635                             Herndon, VA               1.0           1.00
## 34637                            New York, NY               9.0           2.00
## 34638                     Toronto, ON, Canada              15.0           1.00
## 34639                           Sunnyvale, CA               2.0           2.00
## 34643                      Gurgaon, HR, India              11.0           3.00
## 34645                              Austin, TX               0.0           0.00
## 34648                       San Francisco, CA               7.0           0.00
## 34649                             Redmond, WA               0.0           0.00
## 34650                    Bangalore, KA, India               1.0           1.00
## 34651                             Redmond, WA               5.0           2.00
## 34652                             Redmond, WA               4.0           2.00
## 34656                            Milpitas, CA               3.0           0.00
## 34658                            New York, NY               7.0           0.00
## 34660                              Warren, MI               0.0           0.00
## 34662                           San Diego, CA               5.0           2.00
## 34665                          Menlo Park, CA               5.0           1.00
## 34667                       Madrid, MD, Spain              20.0           6.00
## 34668                     Munich, BY, Germany              12.0           4.00
## 34673                              Boston, MA               8.0           3.00
## 34674                           Cupertino, CA               9.0           5.00
## 34677                             Seattle, WA               4.0           4.00
## 34685                              Dallas, TX              22.0           2.00
## 34689                            New York, NY               2.0           2.00
## 34695                            Bellevue, WA              12.0           0.00
## 34698                    Bengaluru, KA, India               7.0           3.00
## 34702                           San Diego, CA               3.0           0.00
## 34707                    Bangalore, KA, India               1.0           1.00
## 34708                             Seattle, WA               9.0           2.00
## 34709                             Seattle, WA               5.0           1.00
## 34712                     Munich, BY, Germany              13.0           0.00
## 34713                       San Francisco, CA               2.0           1.00
## 34714                            San Jose, CA               6.0           1.00
## 34716                   Vancouver, BC, Canada               1.0           1.00
## 34720                             Seattle, WA               4.0           1.00
## 34723                    Bengaluru, KA, India               1.0           1.00
## 34724                       Mountain View, CA              15.0          15.00
## 34725                             Fairfax, VA              10.0           5.00
## 34726                             Seattle, WA               7.0           4.00
## 34728                           Sunnyvale, CA               2.0           0.00
## 34729                             Chicago, IL               5.0           5.00
## 34731                           Sunnyvale, CA               3.0           0.00
## 34733                               Plano, TX              11.0           3.00
## 34734                       Mountain View, CA              14.0           3.00
## 34735                           Los Gatos, CA              10.0           1.00
## 34736                   Vancouver, BC, Canada               2.0           0.00
## 34742                           San Diego, CA               4.0           4.00
## 34743                       San Francisco, CA               5.0           2.00
## 34744                           Sunnyvale, CA              20.0           0.00
## 34747              London, EN, United Kingdom               0.0           0.00
## 34748                       San Francisco, CA               6.0           4.00
## 34749                             Herndon, VA              12.0           4.00
## 34750                             Seattle, WA              15.0           1.00
## 34752                     Toronto, ON, Canada               2.0           1.00
## 34753                           San Diego, CA               6.0           3.00
## 34755                            Roseland, NJ               0.0           0.00
## 34756                       San Francisco, CA               4.0           2.00
## 34757                           San Diego, CA               9.0           9.00
## 34760                             Seattle, WA               0.0           0.00
## 34761                              Durham, NC               4.0           1.00
## 34762                             Redmond, WA               3.0           0.00
## 34766                             Seattle, WA              10.0           0.00
## 34767                             Redmond, WA              15.0           7.00
## 34769                    Bangalore, KA, India              12.0          12.00
## 34770                             Seattle, WA               7.0           5.00
## 34773                           San Diego, CA              12.0          10.00
## 34774                            New York, NY               1.0           1.00
## 34786                              Denver, CO               1.0           1.00
## 34788                            New York, NY               4.0           4.00
## 34789                              Irvine, CA               0.0           0.00
## 34790             Glasgow, SC, United Kingdom              12.0           3.00
## 34794                             Seattle, WA              10.0          10.00
## 34797                          Menlo Park, CA               0.0           0.00
## 34798                           Cupertino, CA              10.0           4.00
## 34800                            New York, NY               7.0           2.00
## 34804                    Hyderabad, TS, India              12.0           2.00
## 34810                    Bangalore, KA, India               5.0           0.00
## 34811                    Bengaluru, KA, India               0.0           0.00
## 34812                             Seattle, WA               6.0           4.00
## 34813                       Mountain View, CA              15.0          12.00
## 34814                       Mountain View, CA               0.0           0.00
## 34817                     Berlin, BE, Germany               6.0           0.00
## 34819                           Arlington, VA               7.0           0.00
## 34820                           Sunnyvale, CA               8.0           5.00
## 34823                         Los Angeles, CA               6.0           1.00
## 34826              London, EN, United Kingdom               3.0           0.00
## 34827                             Seattle, WA              10.0          10.00
## 34831                              Austin, TX              10.0           8.00
## 34832                           Cupertino, CA              12.0           6.00
## 34833                             Chicago, IL               5.0           0.00
## 34834                       Mountain View, CA               4.0           3.00
## 34836                             Atlanta, GA              12.0           6.00
## 34837                         Santa Clara, CA               5.0           3.00
## 34841                              Irvine, CA              10.0           1.00
## 34842                             Seattle, WA               0.0           0.00
## 34847                           Sunnyvale, CA               2.0           1.00
## 34849                         Pune, MH, India              14.0           1.00
## 34857                       San Francisco, CA              12.0           1.00
## 34859                           Southbury, CT               5.0           5.00
## 34860                           Sunnyvale, CA               7.0           1.00
## 34863                   Vancouver, BC, Canada               5.0           0.00
## 34864                     Toronto, ON, Canada               4.0           1.00
## 34866                     Toronto, ON, Canada               1.0           1.00
## 34867                      Ottawa, ON, Canada              18.0           1.00
## 34868                       Kiev, KC, Ukraine               9.0           5.00
## 34869                     Toronto, ON, Canada               5.0           2.00
## 34871                    Montreal, QC, Canada               4.0           4.00
## 34875                      Ottawa, ON, Canada               5.0           5.00
## 34878                       Basking Ridge, NJ               0.0           0.00
## 34879                             Seattle, WA              10.0           6.00
## 34880                             Redmond, WA               7.0           2.00
## 34881                           Hillsboro, OR              10.0          10.00
## 34882                            New York, NY               6.0           2.00
## 34889                       Mountain View, CA              10.0           1.00
## 34893                           Sunnyvale, CA               0.0           0.00
## 34896                       San Francisco, CA               1.0           0.00
## 34898                       San Francisco, CA               0.0           0.00
## 34900                            New York, NY               0.0           0.00
## 34904                              Dallas, TX               7.0           7.00
## 34906                             Chicago, IL               4.0           4.00
## 34908                             Seattle, WA              15.0           4.00
## 34909                             Wichita, KS              20.0          17.00
## 34913                             Seattle, WA               2.0           2.00
## 34916                             Phoenix, AZ               0.0           0.00
## 34919                   Stockholm, ST, Sweden               6.0           3.00
## 34922                     Dublin, DN, Ireland               4.0           1.00
## 34923                          Pittsburgh, PA               5.0           4.00
## 34928                    Montreal, QC, Canada              17.0          12.00
## 34930                             Seattle, WA               9.0           7.00
## 34933                          Menlo Park, CA               2.0           2.00
## 34934                              Austin, TX               3.0           3.00
## 34936                              Boston, MA              25.0           5.00
## 34938                            New York, NY               7.0           1.00
## 34940                     Dublin, DN, Ireland              10.0           2.00
## 34947                             Seattle, WA               5.0           0.00
## 34951                    Hyderabad, TS, India              20.0           5.00
## 34952                               Provo, UT               8.0           8.00
## 34953                       San Francisco, CA               6.0           0.00
## 34957                           Sunnyvale, CA               2.0           1.00
## 34959                     Toronto, ON, Canada               0.0           0.00
## 34960                               Tampa, FL               4.0           0.00
## 34963                           Sunnyvale, CA              13.0           5.00
## 34969                              Natick, MA               1.0           1.00
## 34971                       San Francisco, CA              20.0           2.00
## 34975                           Arlington, VA              20.0           4.00
## 34983                             Redmond, WA               0.0           0.00
## 34984                             Seattle, WA               5.0           4.00
## 34985                             Seattle, WA              13.0           7.00
## 34986                       Mountain View, CA               6.0           0.00
## 34989                       San Francisco, CA               1.0           1.00
## 34991                          Washington, DC               9.0           2.00
## 34992                   Helsinki, ES, Finland               2.0           2.00
## 34993                             Herndon, VA              23.0           0.00
## 34994                              Boston, MA               1.0           0.00
## 34995                            New York, NY               4.0           3.00
## 34996                       San Francisco, CA              15.0          12.00
## 34997                           San Ramon, CA               6.0           5.00
## 34998                        South Jordan, UT               6.0           1.00
## 34999                             Seattle, WA              14.0           4.00
## 35000                             Detroit, MI               2.0           0.00
## 35002                      Ottawa, ON, Canada               2.0           1.00
## 35003                             Seattle, WA               3.0           1.00
## 35004                       San Francisco, CA               1.0           1.00
## 35006                    Bangalore, KA, India              10.0           1.00
## 35007                             Seattle, WA               9.0           3.00
## 35008                         Los Angeles, CA              10.0           4.00
## 35010                           San Bruno, CA               3.0           1.00
## 35013                       San Francisco, CA               2.0           0.00
## 35017                          Menlo Park, CA               6.0           0.00
## 35019                            New York, NY               8.0           1.00
## 35024                              Boston, MA              16.0          16.00
## 35027                       San Francisco, CA               5.0           1.00
## 35028                        Philadelphia, PA              10.0           4.00
## 35035                          Menlo Park, CA               5.0           0.00
## 35040                         Los Angeles, CA               0.0           0.00
## 35042                       San Francisco, CA              13.0           3.00
## 35043                      Kanata, ON, Canada              10.0           3.00
## 35044                            Torrance, CA              13.0           7.00
## 35046                       San Francisco, CA               6.0           4.00
## 35048                       San Francisco, CA              15.0           2.00
## 35049                              Aurora, CO               1.0           0.00
## 35052                           San Diego, CA              10.0           9.00
## 35054                         Minneapolis, MN               6.0           6.00
## 35060                   Sydney, NS, Australia              10.0           1.00
## 35065                      Taipei, TP, Taiwan               6.0           2.00
## 35066                          Fort Worth, TX               5.0           1.00
## 35067                             Atlanta, GA              19.0           6.00
## 35070                    Waterloo, ON, Canada               6.0           0.00
## 35075                     Berlin, BE, Germany              12.0           0.00
## 35076                           Sunnyvale, CA              25.0          12.00
## 35081                          Northbrook, IL               4.0           4.00
## 35082                           Los Gatos, CA              24.0           1.00
## 35087                            New York, NY               0.0           0.00
## 35088                           Sunnyvale, CA              10.0           0.00
## 35089                           San Diego, CA              10.0           4.00
## 35090                            Brooklyn, NY               3.0           0.00
## 35092                            San Jose, CA               2.0           2.00
## 35094                            New York, NY               8.0           0.00
## 35095                             Seattle, WA               3.0           0.00
## 35097                           Sunnyvale, CA               9.0           2.00
## 35098                             Redmond, WA               2.0           2.00
## 35099                       San Francisco, CA               2.0           2.00
## 35104                            New York, NY               1.0           0.00
## 35108                             Herndon, VA               2.0           1.00
## 35119                               Tampa, FL              15.0           0.00
## 35120                             Seattle, WA               8.0           3.00
## 35121                             Redmond, WA               2.0           1.00
## 35122                           Palo Alto, CA               6.0           6.00
## 35123                 Seoul, KG, Korea, South              24.0           0.00
## 35124                           Cupertino, CA               0.0           0.00
## 35126                              Boston, MA              14.0           0.00
## 35127                           Hillsboro, OR              20.0          20.00
## 35129                             Houston, TX               0.0           0.00
## 35133                        Santa Monica, CA               2.0           0.00
## 35136                            New York, NY               0.0           0.00
## 35138                       San Francisco, CA               8.0           1.00
## 35139                              Austin, TX               5.0           3.00
## 35142                    Bengaluru, KA, India               1.0           1.00
## 35148                    Bengaluru, KA, India               3.0           0.00
## 35151                       Mountain View, CA              15.0           3.00
## 35152                      Moscow, MC, Russia              14.0           3.00
## 35153            Saint Petersburg, SP, Russia              11.0           2.00
## 35154              London, EN, United Kingdom               5.0           2.00
## 35156                       San Francisco, CA               5.0           2.00
## 35157                     Dublin, DN, Ireland               7.0           0.00
## 35158                    Bangalore, KA, India               2.0           2.00
## 35160                    Bengaluru, KA, India               8.0           6.00
## 35165                            Bellevue, WA              12.0          12.00
## 35166                             Atlanta, GA               0.0           0.00
## 35169                    Waterloo, ON, Canada               3.0           0.00
## 35171                       San Francisco, CA               8.0           1.00
## 35172                       San Francisco, CA               3.0           1.00
## 35173                            New York, NY               1.0           0.00
## 35176                          Menlo Park, CA               4.0           4.00
## 35178                             Redmond, WA              12.0           6.00
## 35183                           Cambridge, MA              14.0           0.00
## 35184                        Tokyo, TY, Japan              10.0           3.00
## 35187                       San Francisco, CA               2.0           1.00
## 35189                             Seattle, WA               1.0           1.00
## 35191                             Seattle, WA               6.0           6.00
## 35194                    Bangalore, KA, India               4.0           4.00
## 35196                             Seattle, WA               0.0           0.00
## 35197                            New York, NY               5.0           5.00
## 35199                        Noida, UP, India              10.0           5.00
## 35201                    Bengaluru, KA, India               0.0           0.00
## 35202                      Salt Lake City, UT               5.0           4.00
## 35203                            San Jose, CA              20.0           5.00
## 35207                             Seattle, WA               0.0           0.00
## 35212                        Tokyo, TY, Japan              10.0           3.00
## 35214                            Palmdale, CA              12.0          12.00
## 35216                          Palm Beach, FL               5.0           0.00
## 35217                       Mumbai, MH, India              30.0          15.00
## 35218                       San Francisco, CA               2.0           0.00
## 35219                             Seattle, WA              14.0           3.00
## 35220                       San Francisco, CA               7.0           3.00
## 35223                            San Jose, CA               3.0           2.00
## 35227                            San Jose, CA               2.0           1.00
## 35228                            New York, NY               6.0           0.00
## 35230              London, EN, United Kingdom              10.0           1.00
## 35233                             Norwalk, CT               2.0           2.00
## 35234                         Los Angeles, CA               2.0           0.00
## 35240                    Montreal, QC, Canada               8.0           1.00
## 35241                       Santa Barbara, CA               9.0           2.00
## 35244                       Mountain View, CA               6.0           6.00
## 35246                            New York, NY               5.0           2.00
## 35248                             Seattle, WA               7.0           0.00
## 35254                           Cupertino, CA               2.0           2.00
## 35255                             Redmond, WA               0.0           0.00
## 35259                       San Francisco, CA               2.0           2.00
## 35260                            Bellevue, WA               0.0           0.00
## 35265                           San Diego, CA               2.0           1.00
## 35266                       San Francisco, CA              14.0          12.00
## 35267                             Chicago, IL               2.0           2.00
## 35271                      Beijing, BJ, China               7.0           4.00
## 35273                Riyadh, RI, Saudi Arabia              10.0           6.00
## 35275                             Seattle, WA              15.0           1.00
## 35276                           Charlotte, NC               9.0           2.00
## 35277              Luxembourg, LU, Luxembourg               2.0           0.00
## 35278                          Washington, DC              10.0           9.00
## 35279                       Madrid, MD, Spain               7.0           4.00
## 35280                    Bangalore, KA, India               6.0           2.00
## 35281              London, EN, United Kingdom               8.0           1.00
## 35285                       San Francisco, CA               2.0           0.00
## 35286                    Bangalore, KA, India               5.0           1.00
## 35289                       San Francisco, CA               4.0           0.00
## 35295                            New York, NY               3.0           0.00
## 35296                            New York, NY              11.0           7.00
## 35301                             Oakland, CA               4.0           2.00
## 35302                             Sunrise, FL               1.0           1.00
## 35305                             Seattle, WA              20.0           0.00
## 35306                       Mountain View, CA               4.0           2.00
## 35308                       San Francisco, CA               1.0           1.00
## 35309                             Seattle, WA              10.0           0.00
## 35310                             Redmond, WA               6.0           0.00
## 35311                          Washington, DC               2.0           0.00
## 35313                       San Francisco, CA               5.0           4.00
## 35318                           Cupertino, CA               1.0           1.00
## 35319                          Menlo Park, CA               6.0           0.00
## 35321                         Santa Clara, CA               6.0           1.00
## 35330                    Bangalore, KA, India              16.0           2.00
## 35332                   Sydney, NS, Australia              17.0           2.00
## 35335              London, EN, United Kingdom               8.0           0.00
## 35336                        Nice, PR, France               6.0           6.00
## 35337                       San Francisco, CA               1.0           1.00
## 35338                              Austin, TX               1.0           0.00
## 35341                     Toronto, ON, Canada              10.0           3.00
## 35344                       Mumbai, MH, India               4.0           1.00
## 35345                            New York, NY               6.0           2.00
## 35346                             Redmond, WA               0.0           0.00
## 35350                             Atlanta, GA               6.0           1.00
## 35353                         Santa Clara, CA               7.0           1.00
## 35355                           Sunnyvale, CA               2.0           0.00
## 35356                   Vancouver, BC, Canada               1.0           1.00
## 35357                             Redmond, WA              29.0          27.00
## 35359                             Seattle, WA              13.0           5.00
## 35361                           Charlotte, NC               9.0           0.00
## 35362                             Seattle, WA               1.0           1.00
## 35363                             Seattle, WA              12.0           6.00
## 35364                                Lehi, UT               2.0           2.00
## 35365                          Washington, DC              10.0           6.00
## 35369                     Munich, BY, Germany               5.0           5.00
## 35376                       Mumbai, MH, India               8.0           8.00
## 35378                    Bengaluru, KA, India               9.0           8.00
## 35381                        Noida, UP, India               8.0           0.00
## 35382                        Noida, UP, India               8.0           3.00
## 35384                           Sunnyvale, CA              10.0           2.00
## 35386                    Bengaluru, KA, India              15.0           1.00
## 35391                           Palo Alto, CA              17.0          10.00
## 35393                       San Francisco, CA               5.0           1.00
## 35394                       Paris, IL, France              20.0           1.00
## 35395                       San Francisco, CA               2.0           0.00
## 35396            Saint Petersburg, SP, Russia               8.0           5.00
## 35397                          Menlo Park, CA              10.0           3.00
## 35398                           Hillsboro, OR               9.0           9.00
## 35400                    Bengaluru, KA, India              10.0           2.00
## 35403                          Menlo Park, CA              13.0           7.00
## 35405                          Pleasanton, CA               6.0           4.00
## 35406                       San Francisco, CA               0.0           0.00
## 35408                            Richmond, VA               0.0           0.00
## 35409                              Denver, CO               6.0           1.00
## 35410                       San Francisco, CA              19.0           2.00
## 35411                            New York, NY               4.0           0.00
## 35413                       San Francisco, CA               1.0           0.00
## 35414                            New York, NY              25.0          13.00
## 35416                           Palo Alto, CA               8.0           2.00
## 35417                             Seattle, WA               3.0           3.00
## 35419                             Seattle, WA               7.0           0.00
## 35420                            New York, NY               5.0           2.00
## 35421                             Seattle, WA              15.0           0.00
## 35424                       San Francisco, CA               3.0           3.00
## 35425                             Seattle, WA              20.0          10.00
## 35430                            San Jose, CA               6.0           4.00
## 35439                          Washington, DC               3.0           1.00
## 35444                        Redwood City, CA               7.0           1.00
## 35453                                Lehi, UT               7.0           4.00
## 35454                        Redwood City, CA               6.0           3.00
## 35457                        Philadelphia, PA              10.0          10.00
## 35460                             Seattle, WA              10.0           3.00
## 35462                             Seattle, WA              13.0           9.00
## 35466                           Los Gatos, CA               3.0           3.00
## 35467                             Seattle, WA              20.0          20.00
## 35469                             Seattle, WA               7.0           1.00
## 35472                       San Francisco, CA              15.0           5.00
## 35473                             Redmond, WA               0.0           0.00
## 35475                          Menlo Park, CA               7.0           0.00
## 35477                             Seattle, WA              10.0          10.00
## 35482                            San Jose, CA              15.0          12.00
## 35483                           Sunnyvale, CA               3.0           0.00
## 35485                             Phoenix, AZ               5.0           2.00
## 35486                          Menlo Park, CA              11.0           2.00
## 35490                            San Jose, CA              14.0           4.00
## 35494          Hong Kong, HK, Hong Kong (SAR)               5.0           5.00
## 35496                            New York, NY               8.0           7.00
## 35500                             Seattle, WA               5.0           0.00
## 35501                         Culver City, CA               5.0           1.00
## 35502                            New York, NY               9.0           5.00
## 35508                             Seattle, WA               3.0           0.00
## 35511                             Seattle, WA              11.0          10.00
## 35515                             Seattle, WA               5.0           5.00
## 35516                          Washington, DC               1.0           1.00
## 35517                       Mountain View, CA               0.0           0.00
## 35519                             Seattle, WA               5.0           0.00
## 35520                              Boston, MA              10.0           5.00
## 35521                            San Jose, CA               5.0           1.00
## 35522                             Redmond, WA               9.0           1.00
## 35524                       Kiev, KC, Ukraine               8.0           0.00
## 35527                     Toronto, ON, Canada               9.0           3.00
## 35530                            San Jose, CA               2.0           0.00
## 35536                       Mountain View, CA               2.0           1.00
## 35539                             Atlanta, GA               3.0           0.00
## 35541                            New York, NY               3.0           3.00
## 35545                       San Francisco, CA               8.0           6.00
## 35548                       San Francisco, CA              15.0           2.00
## 35551                         Foster City, CA              20.0           8.00
## 35553                             Redmond, WA              25.0           1.00
## 35556                           Greenwich, CT              20.0          10.00
## 35563                            New York, NY               5.0           0.00
## 35564                             Seattle, WA               8.0           0.00
## 35566                Singapore, SG, Singapore               1.0           1.00
## 35567                    Bengaluru, KA, India               4.0           0.00
## 35569                   Sydney, NS, Australia               5.0           0.00
## 35570                          Menlo Park, CA               2.0           2.00
## 35572                    Bangalore, KA, India               7.0           1.00
## 35573                             Houston, TX              12.0          12.00
## 35575                              Austin, TX               4.0           0.00
## 35586                       Mountain View, CA               2.0           0.00
## 35588                       San Francisco, CA              25.0           4.00
## 35590                           St. Louis, MO               0.0           0.00
## 35591                          Menlo Park, CA              16.0           0.00
## 35592                            New York, NY               4.0           1.00
## 35594                             Phoenix, AZ              16.0           9.00
## 35598                             Raleigh, NC              15.0           4.00
## 35602                             Redmond, WA               5.0           0.00
## 35607                           Sunnyvale, CA              10.0           1.00
## 35609                           Palo Alto, CA               1.0           1.00
## 35610                 Zurich, ZH, Switzerland               6.0           4.00
## 35613                             Seattle, WA              15.0           0.00
## 35614                           Sunnyvale, CA               9.0           1.00
## 35617                            Milpitas, CA               5.0           5.00
## 35618                           Beaverton, OR               9.0           4.00
## 35619                           Palo Alto, CA               2.0           0.00
## 35623                             Seattle, WA               0.0           0.00
## 35624                         Santa Clara, CA              20.0           5.00
## 35625                            Dearborn, MI               7.0           3.00
## 35626                           Arlington, VA               4.0           1.00
## 35630                    Bengaluru, KA, India              14.0           1.00
## 35631                           Palo Alto, CA              10.0           0.00
## 35634                            New York, NY               3.0           2.00
## 35636                    Edmonton, AB, Canada              16.0           6.00
## 35638                           Littleton, MA               0.0           0.00
## 35640                     Dublin, DN, Ireland               3.0           1.00
## 35641                     Dublin, DN, Ireland               3.0           1.00
## 35642                       Milano, LO, Italy              13.0           0.00
## 35643                      Krakow, MA, Poland              16.0          16.00
## 35645                    Tel Aviv, TA, Israel               7.0           0.00
## 35646                             Seattle, WA               5.0           5.00
## 35650                            New York, NY               3.0           3.00
## 35651                             Seattle, WA               0.0           0.00
## 35652                            New York, NY               0.0           0.00
## 35655                            New York, NY              12.0           0.00
## 35661                            New York, NY               3.0           0.00
## 35662                            New York, NY               0.0           0.00
## 35667                            San Jose, CA               7.0           1.00
## 35670                            San Jose, CA              10.0           3.00
## 35671              Amsterdam, NH, Netherlands               8.0           6.00
## 35673                             Seattle, WA               5.0           0.00
## 35675                             Seattle, WA               3.0           3.00
## 35676                           Palo Alto, CA               4.0           1.00
## 35678                     Berlin, BE, Germany               4.0           0.00
## 35680                         Santa Clara, CA               2.0           2.00
## 35681                              Austin, TX               8.0           1.00
## 35683                         Los Angeles, CA              11.0           0.00
## 35685                            Bellevue, WA               2.0           0.00
## 35687                            New York, NY               0.0           0.00
## 35688                             Chicago, IL               7.0           4.00
## 35689                            New York, NY              12.0          12.00
## 35691                             Burbank, CA              17.0           7.00
## 35692                       San Francisco, CA               2.0           0.00
## 35694                             Seattle, WA               3.0           0.00
## 35695                             Fremont, CA               3.0           0.00
## 35698                       San Francisco, CA              10.0           8.00
## 35702                   Vancouver, BC, Canada               3.0           1.00
## 35710                             Seattle, WA               6.0           5.00
## 35711                         Los Angeles, CA              10.0           3.00
## 35715                          Menlo Park, CA               4.0           1.00
## 35717                             Seattle, WA              15.0           1.00
## 35719                             Atlanta, GA               5.0           0.00
## 35720                             Redmond, WA               6.0           6.00
## 35721                            New York, NY               5.0           2.00
## 35724                             Seattle, WA               3.0           3.00
## 35726                             Redmond, WA               1.0           0.00
## 35727                    Bangalore, KA, India              17.0          14.00
## 35728                             Seattle, WA               3.0           3.00
## 35729                       Mountain View, CA              18.0           8.00
## 35734                           Hillsboro, OR              13.0          10.00
## 35743                             Seattle, WA               3.0           3.00
## 35746                       San Francisco, CA               0.0           0.00
## 35749                       San Francisco, CA               2.0           0.00
## 35751                            New York, NY               7.0           3.00
## 35752                             Seattle, WA              18.0           9.00
## 35753                            New York, NY               1.0           1.00
## 35755                            San Jose, CA              11.0           3.00
## 35758                     Calgary, AB, Canada               9.0           2.00
## 35760                             Chicago, IL              10.0           1.00
## 35762                Singapore, SG, Singapore               5.0           2.00
## 35765                             Seattle, WA              15.0           6.00
## 35766                         Minneapolis, MN               3.0           2.00
## 35771                             Seattle, WA               6.0           4.00
## 35773                    Bangalore, KA, India              10.0           6.00
## 35777                             Fairfax, VA               5.0           5.00
## 35778                             Seattle, WA               4.0           1.00
## 35779              London, EN, United Kingdom               7.0           0.00
## 35783                             Seattle, WA               3.0           0.00
## 35784              London, EN, United Kingdom               7.0           1.00
## 35785                    Tel Aviv, TA, Israel              13.0           5.00
## 35788                             Chicago, IL               3.0           1.00
## 35792                            New York, NY              11.0          11.00
## 35797                              Newark, CA               3.0           0.00
## 35798              Amsterdam, NH, Netherlands              10.0           6.00
## 35800                           Sunnyvale, CA               1.0           0.00
## 35801                       San Francisco, CA               6.0           0.00
## 35802                             Chicago, IL               4.0           4.00
## 35805                             Redmond, WA               4.0           4.00
## 35806                             Raleigh, NC               0.0           0.00
## 35809                             Chicago, IL               5.0           0.00
## 35812                       San Francisco, CA               3.0           3.00
## 35814                             Seattle, WA               9.0           4.00
## 35815                     Toronto, ON, Canada               8.0           0.00
## 35817                           Palo Alto, CA               4.0           2.00
## 35818                           Palo Alto, CA               0.0           0.00
## 35820                            San Jose, CA               2.0           1.00
## 35822                             Fairfax, VA               4.0           1.00
## 35823                      Ottawa, ON, Canada               0.0           0.00
## 35825                      Beijing, BJ, China               2.0           1.00
## 35826                       San Francisco, CA               0.0           0.00
## 35828              London, EN, United Kingdom               7.0           0.00
## 35832              London, EN, United Kingdom              10.0           2.00
## 35835                              Dallas, TX               0.0           0.00
## 35837                            New York, NY               4.0           2.00
## 35838                             Chicago, IL              30.0           5.00
## 35839                       San Francisco, CA               5.0           3.00
## 35840                           Sunnyvale, CA              10.0           1.00
## 35841                           Arlington, VA              18.0           5.00
## 35842                             Seattle, WA               7.0           0.00
## 35843                            Portland, OR              28.0          23.00
## 35844                     Dublin, DN, Ireland               6.0           2.00
## 35845                             Seattle, WA               1.0           1.00
## 35852                           San Diego, CA              20.0           3.00
## 35858                       Santa Barbara, CA               2.0           1.00
## 35859                             Seattle, WA               7.0           2.00
## 35863                        Owings Mills, MD               0.0           0.00
## 35864                            Richmond, VA               0.0           0.00
## 35865                          Burlington, MA               1.0           1.00
## 35866                             Redmond, WA               6.0           4.00
## 35867                             Seattle, WA               8.0           2.00
## 35876                              Durham, NC               5.0           5.00
## 35879                    Tel Aviv, TA, Israel              15.0           3.00
## 35880                             Seattle, WA               0.0           0.00
## 35881                       San Francisco, CA               4.0           4.00
## 35882                            New York, NY               0.0           0.00
## 35884                             Redmond, WA               0.0           0.00
## 35885                Singapore, SG, Singapore               0.0           0.00
## 35888                            New York, NY               2.0           2.00
## 35895                             Redmond, WA              12.0           6.00
## 35896                            New York, NY               7.0           0.00
## 35897                             Seattle, WA               0.0           0.00
## 35898                       San Francisco, CA               8.0           1.00
## 35904                              Irving, TX               4.0           2.00
## 35907                             Redmond, WA               7.0           5.00
## 35909                       Mountain View, CA               2.0           1.00
## 35916                             Seattle, WA              12.0           7.00
## 35919                    Hyderabad, TS, India               2.0           0.00
## 35921                              Austin, TX               4.0           0.00
## 35923                             Raleigh, NC              24.0          20.00
## 35924                 Zurich, ZH, Switzerland              10.0           1.00
## 35925                           Sunnyvale, CA              25.0           1.00
## 35926                              Dallas, TX               0.0           0.00
## 35927                             Seattle, WA               0.0           0.00
## 35930                           Cupertino, CA              14.0           0.00
## 35931                          Menlo Park, CA               0.0           0.00
## 35934                             Seattle, WA               0.0           0.00
## 35935                             Seattle, WA               4.0           4.00
## 35936                    Bengaluru, KA, India               0.0           0.00
## 35939                            New York, NY              15.0           1.00
## 35940                           Sunnyvale, CA               2.0           2.00
## 35941                              Brazil, IN               6.0           5.00
## 35943                       San Francisco, CA              15.0           0.00
## 35944                           San Diego, CA               7.0           4.00
## 35949                           Sunnyvale, CA               3.0           0.00
## 35950                            New York, NY               0.0           0.00
## 35951                           Sunnyvale, CA              18.0           9.00
## 35954                            Bellevue, WA               8.0           8.00
## 35957                             Seattle, WA               5.0           2.00
## 35958                              Austin, TX               9.0           6.00
## 35959                       Mountain View, CA               2.0           1.00
## 35960                    Yorktown Heights, NY               8.0           4.00
## 35961                              Austin, TX              10.0           5.00
## 35962                             Redmond, WA              20.0           4.00
## 35963                     Munich, BY, Germany              13.0           7.00
## 35965                         Santa Clara, CA               9.0           2.00
## 35966                              Boston, MA               5.0           5.00
## 35969                             Seattle, WA              11.0           2.00
## 35970                           Hillsboro, OR              14.0          14.00
## 35972                     Shenzhen, GD, China               3.0           0.00
## 35973                               Plano, TX               1.0           1.00
## 35975                             Oakland, CA               4.0           2.00
## 35982                       San Francisco, CA              20.0           0.00
## 35983                            Bellevue, WA              17.0          12.00
## 35984                            New York, NY               7.0           2.00
## 35985                       Mountain View, CA               1.0           1.00
## 35986                               Miami, FL              12.0           5.00
## 35992                             Redmond, WA               1.0           1.00
## 35993                            San Jose, CA               8.0           8.00
## 35994                       San Francisco, CA              15.0           1.00
## 35999                   Vancouver, BC, Canada               0.0           0.00
## 36001                    Bangalore, KA, India               2.0           2.00
## 36003                            New York, NY               4.0           1.00
## 36004          Hong Kong, HK, Hong Kong (SAR)              10.0           1.00
## 36008                      Minsk, HM, Belarus              10.0           3.00
## 36009                   Dortmund, NW, Germany               1.0           0.00
## 36012            Nizhniy Novgorod, NZ, Russia               4.0           3.00
## 36013                      Moscow, MC, Russia              11.0           2.00
## 36015                           Chantilly, VA               3.0           2.00
## 36016                      Moscow, MC, Russia               6.0           3.00
## 36019                       San Francisco, CA               5.0           0.00
## 36020                    Bangalore, KA, India              20.0           2.00
## 36024                       Santa Barbara, CA               8.0           2.00
## 36025                         Bentonville, AR              12.0           5.00
## 36027                      Moscow, MC, Russia               2.0           2.00
## 36028                             Seattle, WA              14.0           3.00
## 36031                     Berlin, BE, Germany               5.0           2.00
## 36033                       Mountain View, CA               3.0           0.00
## 36035                             Redmond, WA               8.0           6.00
## 36036                          Washington, DC               4.0           2.00
## 36037                               Plano, TX              20.0           2.00
## 36039                             Seattle, WA               5.0           5.00
## 36040                            New York, NY               5.0           1.00
## 36042                             Redmond, WA               2.0           0.00
## 36044                             Seattle, WA               7.0           0.00
## 36046                       San Francisco, CA               1.0           1.00
## 36047                            New York, NY               4.0           3.00
## 36050                             Seattle, WA               3.0           1.00
## 36054                            New York, NY               3.0           0.00
## 36055                             Seattle, WA               2.0           0.00
## 36061                             Chicago, IL               6.0           3.00
## 36065                      Moscow, MC, Russia              15.0          10.00
## 36068                     Fort Lauderdale, FL              11.0           2.00
## 36070                             Fremont, CA               7.0           0.00
## 36076                       San Francisco, CA              20.0           0.00
## 36081                             Seattle, WA               9.0           0.00
## 36082                      Moscow, MC, Russia              13.0           2.00
## 36084                            New York, NY               8.0           5.00
## 36087                                Lehi, UT               2.0           2.00
## 36095                             Seattle, WA               4.0           4.00
## 36096                         Jersey City, NJ               5.0           2.00
## 36098                             Redmond, WA              17.0           8.00
## 36099                         Santa Clara, CA              10.0           5.00
## 36104                             Seattle, WA               9.0           7.00
## 36108                    Bangalore, KA, India               9.0           1.00
## 36109                         Santa Clara, CA              13.0           0.00
## 36111                    Bengaluru, KA, India               6.0           0.00
## 36113                             Seattle, WA               3.0           0.00
## 36115                             Seattle, WA               3.0           0.00
## 36116                    Hyderabad, AP, India               1.0           1.00
## 36120                    Hyderabad, TS, India               6.0           0.00
## 36121                             Seattle, WA               9.0           1.00
## 36124                              Denver, CO              20.0          12.00
## 36126                    Bangalore, KA, India               8.0           0.00
## 36128                          Pittsburgh, PA               3.0           1.00
## 36132                    Bangalore, KA, India               1.0           0.00
## 36136                           Sunnyvale, CA               6.0           5.00
## 36147                             Redmond, WA               6.0           6.00
## 36149                             Seattle, WA               2.0           1.00
## 36150                        Redwood City, CA               0.0           0.00
## 36151                            San Jose, CA              10.0           5.00
## 36155                   Stockholm, ST, Sweden               8.0           0.00
## 36156              Prague, PR, Czech Republic               6.0           1.00
## 36157                       San Francisco, CA               2.0           2.00
## 36158                            New York, NY              16.0          16.00
## 36159                     Berlin, BE, Germany               6.0           0.00
## 36160                     Berlin, BE, Germany               5.0           0.00
## 36162                       San Francisco, CA              15.0           5.00
## 36172                           Sunnyvale, CA               1.0           1.00
## 36173                     Toronto, ON, Canada               7.0           3.00
## 36175                              Boston, MA               6.0           3.00
## 36176                             Seattle, WA               5.0           1.00
## 36177                      Gurgaon, HR, India               0.0           0.00
## 36178              London, EN, United Kingdom               0.0           0.00
## 36179                       San Francisco, CA               0.0           0.00
## 36180                            New York, NY               1.0           0.00
## 36182                       Mountain View, CA               1.0           0.00
## 36183                       Mountain View, CA               1.0           0.00
## 36186                        Redwood City, CA              10.0           2.00
## 36191                           Sunnyvale, CA               6.0           5.00
## 36193            Saint Petersburg, SP, Russia               8.0           1.00
## 36194                          Washington, DC               0.0           0.00
## 36199                    Hyderabad, TS, India               0.0           0.00
## 36201                          Pleasanton, CA               1.0           1.00
## 36202                          Sacramento, CA               1.0           1.00
## 36214                               Plano, TX               0.0           0.00
## 36217                    Hyderabad, TS, India               2.0           0.00
## 36222                             Seattle, WA               5.0           5.00
## 36225                            San Jose, CA               0.0           0.00
## 36226                           Sunnyvale, CA               7.0           3.00
## 36230                         Santa Clara, CA              24.0          13.00
## 36235                             Seattle, WA               0.0           0.00
## 36239                           Cupertino, CA              16.0           9.00
## 36242                             Seattle, WA               3.0           1.00
## 36245              London, EN, United Kingdom               5.0           1.00
## 36247                              Berlin, CT               8.0           0.00
## 36248                     Dublin, DN, Ireland               3.0           3.00
## 36250                            San Jose, CA               4.0           0.00
## 36251                       San Francisco, CA               1.0           1.00
## 36254                       Mountain View, CA              20.0           1.00
## 36255                          Scottsdale, AZ               4.0           3.00
## 36256                             Chicago, IL               4.0           0.00
## 36257                             Seattle, WA               6.0           1.00
## 36258                            Portland, OR               5.0           2.00
## 36260                             Seattle, WA              18.0           2.00
## 36266                         Santa Clara, CA              14.0           4.00
## 36267                         Wilsonville, OR              15.0          15.00
## 36268                       Mountain View, CA               0.0           0.00
## 36270                    Bengaluru, KA, India               3.0           0.00
## 36271                           San Diego, CA               5.0           4.00
## 36273                              Austin, TX               3.0           0.00
## 36276                           San Bruno, CA              10.0           1.00
## 36277                            New York, NY              20.0          11.00
## 36278                             Seattle, WA               8.0           4.00
## 36280                            Issaquah, WA               3.0           3.00
## 36281                       Mountain View, CA               6.0           0.00
## 36282                       San Francisco, CA               7.0           3.00
## 36284              London, EN, United Kingdom               5.0           1.00
## 36289                             Redmond, WA               2.0           0.00
## 36290                             Seattle, WA               4.0           3.00
## 36293                         Culver City, CA               3.0           2.00
## 36295                             Atlanta, GA               6.0           6.00
## 36296                            New York, NY              10.0          10.00
## 36297                       Mountain View, CA              12.0           1.00
## 36298                            San Jose, CA              15.0           2.00
## 36307                          Menlo Park, CA               8.0           2.00
## 36310                        Santa Monica, CA               7.0           0.00
## 36311                        Lodz, LD, Poland              14.0           8.00
## 36317                            Sterling, VA               4.0           3.00
## 36319              London, EN, United Kingdom               8.0           1.00
## 36321                         Los Angeles, CA               2.0           2.00
## 36323                             Seattle, WA               7.0           0.00
## 36328                           Palo Alto, CA               5.0           0.00
## 36336                             Seattle, WA               3.0           3.00
## 36337                              Dallas, TX               6.0           0.00
## 36338                           Palo Alto, CA              20.0          20.00
## 36340                       Mountain View, CA               1.0           0.00
## 36341                       San Francisco, CA              19.0           4.00
## 36342                       San Francisco, CA               7.0           0.00
## 36343                            San Jose, CA               9.0           0.00
## 36345                             Seattle, WA               9.0           7.00
## 36347                             Boulder, CO               2.0           1.00
## 36348                           Southlake, TX               0.0           0.00
## 36351                   Vancouver, BC, Canada               4.0           4.00
## 36352                           Cupertino, CA               6.0           6.00
## 36354                            Bellevue, WA              20.0           2.00
## 36356                         Santa Clara, CA              14.0           7.00
## 36357                             Redmond, WA               3.0           2.00
## 36358                             Seattle, WA               0.0           0.00
## 36361                             Raleigh, NC              12.0           1.00
## 36363                           Palo Alto, CA               3.0           1.00
## 36366                             Seattle, WA               1.0           1.00
## 36369                        Santa Monica, CA               0.0           0.00
## 36374                       San Francisco, CA               6.0           6.00
## 36375                             Redmond, WA               2.0           0.00
## 36379                       Mountain View, CA              17.0           2.00
## 36382                             Seattle, WA              10.0           0.00
## 36383                             Fairfax, VA               2.0           2.00
## 36384                            San Jose, CA               6.0           1.00
## 36386                             Redmond, WA               8.0           8.00
## 36392                            New York, NY              10.0           0.00
## 36393                            San Jose, CA               3.0           2.00
## 36394                            New York, NY               9.0           2.00
## 36395                              Dallas, TX               3.0           3.00
## 36399                     Berlin, BE, Germany               8.0           1.00
## 36400                    Bangalore, KA, India               4.0           1.00
## 36402                    Bangalore, KA, India               8.0           8.00
## 36403                             Redmond, WA              10.0           8.00
## 36404                              Austin, TX              15.0           2.00
## 36405                          Framingham, MA               7.0           3.00
## 36407                             Phoenix, AZ               9.0           4.00
## 36414                           St. Louis, MO               6.0           4.00
## 36416                            Portland, OR              20.0           2.00
## 36420                              Austin, TX               4.0           4.00
## 36422                          Menlo Park, CA               3.0           3.00
## 36426                       Mountain View, CA               8.0           8.00
## 36427                          Menlo Park, CA              18.0           4.00
## 36430                            Bellevue, WA               0.0           0.00
## 36431                           Cupertino, CA               4.0           0.00
## 36432                         Jersey City, NJ               4.0           0.00
## 36434                       San Francisco, CA               5.0           1.00
## 36436                               Plano, TX              35.0           6.00
## 36437                     Dublin, DN, Ireland               6.0           3.00
## 36440                            Issaquah, WA               2.0           2.00
## 36442                           Cupertino, CA               3.0           0.00
## 36443                          Menlo Park, CA               4.0           2.00
## 36444                            New York, NY               5.0           4.00
## 36446                            New York, NY               8.0           5.00
## 36447                       San Francisco, CA               8.0           3.00
## 36448                              Austin, TX               6.0           1.00
## 36450                           Cupertino, CA               2.0           0.00
## 36451                     Toronto, ON, Canada              12.0          12.00
## 36453                          Menlo Park, CA              11.0           0.00
## 36463                           Cupertino, CA               5.0           5.00
## 36465                       San Francisco, CA               4.0           4.00
## 36467                              Austin, TX               9.0           9.00
## 36474                  Frankfurt, HE, Germany              20.0           1.00
## 36475                       Venice, VE, Italy               1.0           1.00
## 36476                     Berlin, BE, Germany               3.0           3.00
## 36477                Bratislava, BL, Slovakia               7.0           6.00
## 36479                      Warsaw, MZ, Poland               4.0           1.00
## 36481                 Montpellier, LA, France               6.0           5.00
## 36483              Amsterdam, NH, Netherlands              14.0           3.00
## 36484                    Bangalore, KA, India               6.0           3.00
## 36485                   Sydney, NS, Australia              15.0           2.00
## 36487              London, EN, United Kingdom               9.0           2.00
## 36488                       Madrid, MD, Spain              25.0          20.00
## 36494                     Dublin, DN, Ireland               9.0           6.00
## 36499                    Bangalore, KA, India               3.0           0.00
## 36500                       San Francisco, CA              14.0           1.00
## 36501              London, EN, United Kingdom              15.0           2.00
## 36505                       Paris, IL, France               1.0           1.00
## 36506                    Hyderabad, TS, India               1.0           1.00
## 36508                             Seattle, WA               7.0           5.00
## 36510                   Vancouver, BC, Canada              10.0           0.00
## 36511                   Walldorf, BW, Germany               3.0           3.00
## 36513                            New York, NY              20.0           8.00
## 36514                            New York, NY               8.0           0.00
## 36515                             Seattle, WA               5.0           5.00
## 36516                           San Mateo, CA              12.0           3.00
## 36519                             Raleigh, NC               4.0           1.00
## 36520                              Boston, MA               7.0           1.00
## 36522                     Toronto, ON, Canada               3.0           3.00
## 36523                           Palo Alto, CA               4.0           0.00
## 36524                           Cambridge, MA               5.0           5.00
## 36525                       Mountain View, CA               3.0           3.00
## 36527                            New York, NY               7.0           2.00
## 36528                        Redwood City, CA               3.0           3.00
## 36529                             Redmond, WA              15.0           2.00
## 36540                             Seattle, WA              20.0           3.00
## 36543                          Menlo Park, CA              15.0           5.00
## 36544                             Redmond, WA               4.0           0.00
## 36546                            New York, NY               3.0           1.00
## 36549                           San Diego, CA               6.0           3.00
## 36551                              Boston, MA               0.0           0.00
## 36553                             Seattle, WA               4.0           0.00
## 36554                            Honolulu, HI              13.0           0.00
## 36556                             Seattle, WA               5.0           0.00
## 36558                       San Francisco, CA               5.0           0.00
## 36559                       San Francisco, CA              10.0           5.00
## 36561                       San Francisco, CA               4.0           1.00
## 36563                             Seattle, WA              10.0           6.00
## 36564                    Hyderabad, TS, India               5.0           1.00
## 36567                     Toronto, ON, Canada              14.0          11.00
## 36568                    Hyderabad, AP, India               8.0           3.00
## 36569                    Bangalore, KA, India               5.0           5.00
## 36572                            New York, NY               8.0           1.00
## 36573                           Rochester, MN               8.0           5.00
## 36574                            New York, NY               5.0           2.00
## 36576                             Seattle, WA               2.0           0.00
## 36580                     Aarhus, AR, Denmark               4.0           4.00
## 36581                    Bangalore, KA, India               3.0           3.00
## 36588                             Seattle, WA               9.0           1.00
## 36592                      Gurgaon, HR, India               7.0           3.00
## 36595                             Seattle, WA               0.0           0.00
## 36598                              Dallas, TX               4.0           2.00
## 36600                       San Francisco, CA               9.0           5.00
## 36602                            New York, NY               4.0           1.00
## 36605                     Toronto, ON, Canada               3.0           3.00
## 36609                           Beaverton, OR              16.0           4.00
## 36610                            San Jose, CA               3.0           2.00
## 36618                            San Jose, CA               6.0           6.00
## 36619                             Everett, WA               8.0           8.00
## 36624                             Madison, WI               2.0           1.00
## 36626                   Vancouver, BC, Canada              10.0           6.00
## 36632                           San Diego, CA              14.0           5.00
## 36633                           San Diego, CA               6.0           2.00
## 36637                             Seattle, WA               8.0           1.00
## 36639                          Washington, DC              25.0           2.00
## 36641                   Brussels, BU, Belgium              20.0          20.00
## 36644                       San Francisco, CA               1.0           1.00
## 36646                       San Francisco, CA               0.0           0.00
## 36647                              Austin, TX               5.0           0.00
## 36652                        Redwood City, CA               4.0           4.00
## 36653                 Zurich, ZH, Switzerland               3.0           1.00
## 36654                            New York, NY               9.0           0.00
## 36655                             Seattle, WA               8.0           0.00
## 36657                            Bellevue, WA              15.0           7.00
## 36659                             Seattle, WA              20.0           0.00
## 36662                            New York, NY               5.0           2.00
## 36663                        Tokyo, TY, Japan              10.0           4.00
## 36670                             Redmond, WA               4.0           0.00
## 36671                             Seattle, WA               0.0           0.00
## 36672                     Fort Lauderdale, FL               2.0           0.00
## 36673                          Pittsburgh, PA               0.0           0.00
## 36674                          Washington, DC              20.0           8.00
## 36676                     Toronto, ON, Canada               6.0           1.00
## 36678                          Menlo Park, CA               1.0           0.00
## 36679                             Seattle, WA               5.0           4.00
## 36681                             Seattle, WA              15.0           5.00
## 36689                              Austin, TX               4.0           0.00
## 36693                 Kaliningrad, KN, Russia              10.0           1.00
## 36695                       Overland Park, KS               9.0           6.00
## 36702                            New York, NY               0.0           0.00
## 36705                    Bengaluru, KA, India               7.0           1.00
## 36708                           Milwaukee, WI               5.0           0.00
## 36712                      Gurgaon, HR, India               9.0           4.00
## 36715                    Bangalore, KA, India               3.0           2.00
## 36721              London, EN, United Kingdom               3.0           3.00
## 36722                             Seattle, WA               9.0           3.00
## 36724                       Mountain View, CA               6.0           1.00
## 36729                     Toronto, ON, Canada               5.0           1.00
## 36730                          Pittsburgh, PA               0.0           0.00
## 36733                   Vancouver, BC, Canada               1.0           0.00
## 36735                        Redwood City, CA               7.0           2.00
## 36737                       San Francisco, CA               0.0           0.00
## 36738                       San Francisco, CA               8.0           0.00
## 36740                       San Francisco, CA               1.0           0.00
## 36741                            New York, NY               2.0           2.00
## 36745                           Sunnyvale, CA              10.0           5.00
## 36748                       San Francisco, CA              10.0           1.00
## 36751                       San Francisco, CA               1.0           0.00
## 36753                           Arlington, VA               6.0           6.00
## 36758                      Chennai, TN, India               1.0           1.00
## 36759                           Cupertino, CA               5.0           5.00
## 36760                              Austin, TX              20.0          10.00
## 36761                           Littleton, MA               0.0           0.00
## 36763                             Seattle, WA              19.0           8.00
## 36767                          Washington, DC              10.0           1.00
## 36772                    Bengaluru, KA, India               7.0           0.00
## 36773                             Seattle, WA               4.0           4.00
## 36775                       Mountain View, CA               7.0           7.00
## 36776                       San Francisco, CA              11.0           2.00
## 36777                    Bangalore, KA, India              12.0           2.00
## 36781                        Noida, UP, India               3.0           1.00
## 36782                              Austin, TX              17.0           5.00
## 36789                             Seattle, WA               2.0           1.00
## 36791                         Los Angeles, CA               4.0           3.00
## 36796                       Mountain View, CA               5.0           3.00
## 36797                        Indianapolis, IN              25.0           4.00
## 36798                            Kirkland, WA              16.0           8.00
## 36799                             Atlanta, GA               1.0           1.00
## 36800                       Mountain View, CA               5.0           5.00
## 36802                            San Jose, CA               7.0           0.00
## 36804                             Redmond, WA              15.0           2.00
## 36810                         Santa Clara, CA               8.0           0.00
## 36812                          Menlo Park, CA               6.0           0.00
## 36814                            New York, NY              10.0           3.00
## 36816                    Bangalore, KA, India               5.0           5.00
## 36817              London, EN, United Kingdom               7.0           0.00
## 36819                             Holmdel, NJ               4.0           4.00
## 36823                           Hillsboro, OR              11.0           8.00
## 36825                Singapore, SG, Singapore               7.0           2.00
## 36829                       Mountain View, CA               8.0           0.00
## 36830                       Mountain View, CA               4.0           2.00
## 36833                            New York, NY               4.0           4.00
## 36835                         Santa Clara, CA               8.0           1.00
## 36838                           Sunnyvale, CA               1.0           1.00
## 36839                       San Francisco, CA              11.0           1.00
## 36840                             Seattle, WA               1.0           0.00
## 36844                       San Francisco, CA               6.0           3.00
## 36846                             Seattle, WA               7.0           5.00
## 36847                         Santa Clara, CA               5.0           5.00
## 36850                       Mountain View, CA              15.0           4.00
## 36851                           Hillsboro, OR               8.0           8.00
## 36852                           Arlington, VA              10.0           0.00
## 36854                             Atlanta, GA               0.0           0.00
## 36856                             Seattle, WA               8.0           1.00
## 36860                           Sunnyvale, CA               7.0           1.00
## 36861                             Redmond, WA              15.0          15.00
## 36862                             Alameda, CA              13.0           2.00
## 36863                           Sunnyvale, CA               2.0           2.00
## 36865              Amsterdam, NH, Netherlands               6.0           0.00
## 36866                              Boston, MA               9.0           6.00
## 36867                     Munich, BY, Germany               1.0           1.00
## 36869                            New York, NY              16.0           1.00
## 36872                       Mountain View, CA               3.0           3.00
## 36873                            Richmond, VA               2.0           0.00
## 36874                       San Francisco, CA               0.0           0.00
## 36875                              Edison, NJ              15.0          15.00
## 36877                             Seattle, WA               6.0           4.00
## 36878                       Mountain View, CA               5.0           4.00
## 36879                             Redmond, WA               0.0           0.00
## 36880                            New York, NY               2.0           2.00
## 36883                         Santa Clara, CA               0.0           0.00
## 36884                              Boston, MA              13.0           0.00
## 36885                           Los Gatos, CA               7.0           3.00
## 36886                            San Jose, CA               9.0           5.00
## 36887                             Redmond, WA               4.0           1.00
## 36888                    Tel Aviv, TA, Israel               7.0           1.00
## 36889                           San Diego, CA               6.0           6.00
## 36891                           Sunnyvale, CA               8.0           4.00
## 36892                             Redmond, WA               0.0           0.00
## 36893                            San Jose, CA               0.0           0.00
## 36896                             Seattle, WA               4.0           0.00
## 36897                             Seattle, WA               2.0           0.00
## 36899                     Dublin, DN, Ireland               1.0           1.00
## 36900                         Los Angeles, CA               3.0           3.00
## 36901              London, EN, United Kingdom               2.0           2.00
## 36902                            New York, NY               7.0           0.00
## 36904                             Seattle, WA               0.0           0.00
## 36906                             Burbank, CA              10.0           2.00
## 36913                             Madison, WI               0.0           0.00
## 36915                             Seattle, WA               5.0           4.00
## 36916                            Kirkland, WA               5.0           2.00
## 36917                             Redmond, WA               0.0           0.00
## 36920                              Austin, TX               3.0           1.00
## 36926                            New York, NY               2.0           2.00
## 36927                            Columbia, MO              15.0           2.00
## 36928                       Mountain View, CA               2.0           2.00
## 36929                              Denver, CO               2.0           0.00
## 36933                         Kansas City, MO              14.0           8.00
## 36937                            San Jose, CA               1.0           0.00
## 36940                    Bangalore, KA, India               8.0           3.00
## 36948                            New York, NY               0.0           0.00
## 36951                   Sydney, NS, Australia              10.0           0.00
## 36952                             Fairfax, VA               0.0           0.00
## 36953                Singapore, SG, Singapore               5.0           0.00
## 36957                             Redmond, WA              16.0           8.00
## 36958                            New York, NY               6.0           2.00
## 36962                           Fort Mill, SC              12.0           1.00
## 36967                            New York, NY               7.0           4.00
## 36969                    Hyderabad, TS, India               2.0           2.00
## 36973                      Chennai, TN, India               4.0           0.00
## 36975                           Palo Alto, CA               2.0           0.00
## 36976                            New York, NY               7.0           7.00
## 36977                     Toronto, ON, Canada               6.0           3.00
## 36984                              Austin, TX               7.0           5.00
## 36986                 Zurich, ZH, Switzerland               4.0           0.00
## 36989                       San Francisco, CA               4.0           1.00
## 36994                     Dublin, DN, Ireland               5.0           0.00
## 36997                             Redmond, WA               7.0           7.00
## 36998                      Moscow, MC, Russia               2.0           1.00
## 37002                       Mountain View, CA               4.0           0.00
## 37004                             Chicago, IL               8.0           0.00
## 37007                          Pleasanton, CA              12.0           3.00
## 37008                   Vancouver, BC, Canada               0.0           0.00
## 37009                       Mountain View, CA               6.0           1.00
## 37015                              Denver, CO               1.0           1.00
## 37016                         Los Angeles, CA               7.0           6.00
## 37020                         Santa Clara, CA              10.0           5.00
## 37022                       San Francisco, CA               4.0           4.00
## 37025                       San Francisco, CA               4.0           4.00
## 37027                             Redmond, WA              20.0          10.00
## 37029                        Indianapolis, IN               8.0           0.00
## 37030                           Palo Alto, CA               0.0           0.00
## 37031                       San Francisco, CA               5.0           1.00
## 37034                          Washington, DC               6.0           1.00
## 37038                       Mountain View, CA               5.0           2.00
## 37039                         Los Angeles, CA               4.0           1.00
## 37040                          El Segundo, CA               1.0           1.00
## 37045                             Seattle, WA               2.0           2.00
## 37046                             Seattle, WA               9.0           4.00
## 37047                           San Bruno, CA              12.0           2.00
## 37048                       Mountain View, CA               6.0           6.00
## 37049                Singapore, SG, Singapore               8.0           1.00
## 37053                        Noida, UP, India               7.0           3.00
## 37054              London, EN, United Kingdom               0.0           0.00
## 37055              London, EN, United Kingdom               1.0           0.00
## 37056                       San Francisco, CA               4.0           4.00
## 37057                              Denver, CO               5.0           0.00
## 37064                            New York, NY               0.0           0.00
## 37065                            New York, NY              17.0           0.00
## 37066 Newcastle Upon Tyne, EN, United Kingdom               4.0           1.00
## 37068                          Menlo Park, CA               4.0           1.00
## 37070                            Portland, OR               5.0           4.00
## 37071                            New York, NY               7.0           2.00
## 37072                             Seattle, WA              10.0           4.00
## 37073              London, EN, United Kingdom               1.0           1.00
## 37074                           Hillsboro, OR              24.0          24.00
## 37078                             Seattle, WA               2.0           0.00
## 37079                           San Bruno, CA               5.0           5.00
## 37085                       San Francisco, CA               5.0           4.00
## 37093                             Seattle, WA               0.0           0.00
## 37094                             Chicago, IL               6.0           4.00
## 37095                       Mountain View, CA               6.0           4.00
## 37096                     Toronto, ON, Canada               0.0           0.00
## 37097                              Austin, TX               2.0           2.00
## 37098                       San Francisco, CA               7.0           5.00
## 37104                         Los Angeles, CA               7.0           1.00
## 37106                              Austin, TX               3.0           2.00
## 37108                             Seattle, WA              20.0           3.00
## 37109                            Torrance, CA               1.0           1.00
## 37110              Amsterdam, NH, Netherlands               2.0           0.00
## 37112                            New York, NY               3.0           0.00
## 37113                            San Jose, CA              12.0           2.00
## 37114                            San Jose, CA              13.0           3.00
## 37115                             Seattle, WA              18.0           3.00
## 37116                             Redmond, WA               1.0           1.00
## 37119                     Toronto, ON, Canada              10.0          10.00
## 37122                       Mountain View, CA               0.0           0.00
## 37126                             Seattle, WA              20.0           3.00
## 37128                       Mountain View, CA              14.0           3.00
## 37129                       San Francisco, CA               1.0           1.00
## 37137                             Seattle, WA              15.0           3.00
## 37138                Ekaterinburg, SV, Russia               3.0           3.00
## 37140              London, EN, United Kingdom               3.0           1.00
## 37144                             Seattle, WA               2.0           2.00
## 37145                              Denver, CO               9.0           2.00
## 37149                       San Francisco, CA              15.0           3.00
## 37151                       San Francisco, CA              14.0           1.00
## 37152                            Portland, OR               7.0           3.00
## 37153                         Santa Clara, CA               6.0           3.00
## 37155                           Watertown, MA               1.0           0.00
## 37156                              Austin, TX              12.0           6.00
## 37158                             Seattle, WA               6.0           6.00
## 37160              London, EN, United Kingdom               9.0           2.00
## 37161                       Mountain View, CA              38.0          15.00
## 37162                       San Francisco, CA               2.0           0.00
## 37163                             Redmond, WA              22.0          15.00
## 37165                       San Francisco, CA               5.0           0.00
## 37170                              Dallas, TX               2.0           1.00
## 37172                            New York, NY               5.0           3.00
## 37173                              Boston, MA              13.0          13.00
## 37176                             Seattle, WA               6.0           2.00
## 37182                           Sunnyvale, CA               1.0           1.00
## 37183                       San Francisco, CA               8.0           2.00
## 37185                            New York, NY               0.0           0.00
## 37187                           Sunnyvale, CA              10.0           2.00
## 37191                       San Francisco, CA               0.0           0.00
## 37193                           Los Gatos, CA              17.0           4.00
## 37195              The Hague, ZH, Netherlands              15.0           1.00
## 37198                           Vancouver, WA               1.0           0.00
## 37199                    Bengaluru, KA, India              10.0           6.00
## 37200                           Arlington, VA              13.0           1.00
## 37201                        Philadelphia, PA               2.0           2.00
## 37202                    Bangalore, KA, India               1.0           0.00
## 37205                              Austin, TX              13.0           0.00
## 37209                    Bangalore, KA, India               0.0           0.00
## 37210                             Chicago, IL               2.0           1.00
## 37211                         Santa Clara, CA               7.0           0.00
## 37212                       San Francisco, CA              25.0          15.00
## 37213                       San Francisco, CA              20.0           4.00
## 37214              London, EN, United Kingdom              12.0           0.00
## 37215                               Plano, TX               7.0           0.00
## 37217                     Toronto, ON, Canada              15.0           0.00
## 37219                          Burlington, MA               1.0           1.00
## 37223                            San Jose, CA               8.0           0.00
## 37224                           Nashville, TN               0.0           0.00
## 37225                     Toronto, ON, Canada              11.0           0.00
## 37228                             Seattle, WA              14.0           1.00
## 37231                             Seattle, WA               4.0           4.00
## 37236                       Mountain View, CA               5.0           5.00
## 37238                            San Jose, CA              20.0           2.00
## 37240                     Shanghai, SH, China              12.0           4.00
## 37241                       San Francisco, CA               0.0           0.00
## 37242                             Redmond, WA               0.0           0.00
## 37243                      Chennai, TN, India               2.0           2.00
## 37245                           Sunnyvale, CA               5.0           0.00
## 37246                              Dallas, TX               3.0           3.00
## 37250                 Zurich, ZH, Switzerland               9.0           7.00
## 37251                           Sunnyvale, CA               7.0           1.00
## 37253                              Boston, MA              13.0           4.00
## 37255                           Sunnyvale, CA               2.0           2.00
## 37256                           Cupertino, CA               5.0           1.00
## 37257                             Seattle, WA              12.0          12.00
## 37258                      Gurgaon, HR, India               2.0           2.00
## 37259                             Redmond, WA               4.0           0.00
## 37267                              Boston, MA               2.0           0.00
## 37268                            New York, NY               5.0           2.00
## 37270                       Mountain View, CA               4.0           4.00
## 37271                            New York, NY               0.0           0.00
## 37274                             Seattle, WA               6.0           0.00
## 37275                             Seattle, WA               6.0           0.00
## 37277                              Austin, TX              15.0           4.00
## 37281                              Austin, TX              10.0           1.00
## 37283                           Palo Alto, CA               8.0           3.00
## 37286                           Los Gatos, CA               4.0           2.00
## 37289                            New York, NY               2.0           2.00
## 37291                            New York, NY               7.0           5.00
## 37292                       San Francisco, CA               1.0           0.00
## 37295                       San Francisco, CA               5.0           2.00
## 37300                            San Jose, CA              14.0           4.00
## 37302                            Kirkland, WA              15.0           6.00
## 37303                       Mountain View, CA               8.0           2.00
## 37304                           San Diego, CA              10.0           7.00
## 37306                             Redmond, WA              24.0          15.00
## 37307                             Redmond, WA               8.0           6.00
## 37311                   Vancouver, BC, Canada               5.0           1.00
## 37312                    Bangalore, KA, India               1.0           0.00
## 37313                             Seattle, WA               7.0           5.00
## 37314                          Washington, DC              15.0           6.00
## 37317                           Sunnyvale, CA               8.0           5.00
## 37320                             Seattle, WA              16.0           5.00
## 37321                             Raleigh, NC              10.0           7.00
## 37324                          Washington, DC               5.0           2.00
## 37325                              Boston, MA              16.0          14.00
## 37327                    Bangalore, KA, India               2.0           2.00
## 37328                             Seattle, WA               2.0           2.00
## 37330                     Dublin, DN, Ireland               3.0           3.00
## 37333                      Moscow, MC, Russia               5.0           1.00
## 37335                            Portland, OR              13.0           1.00
## 37336                              Dallas, TX              10.0           1.00
## 37340                          Richardson, TX               4.0           0.00
## 37343                           Sunnyvale, CA               4.0           1.00
## 37344                             Boulder, CO               5.0           1.00
## 37348                           Cupertino, CA               5.0           2.00
## 37349                       San Francisco, CA               8.0           5.00
## 37351                         Santa Clara, CA              15.0           1.00
## 37352                    Bengaluru, KA, India               0.0           0.00
## 37353                          Menlo Park, CA               5.0           5.00
## 37354                       Mountain View, CA               6.0           6.00
## 37356                            San Jose, CA              15.0           5.00
## 37360                           Sunnyvale, CA               5.0           2.00
## 37362                       Mountain View, CA              10.0          10.00
## 37363                       Mountain View, CA               2.0           2.00
## 37365          Hong Kong, HK, Hong Kong (SAR)               2.0           1.00
## 37366                             Redmond, WA               3.0           0.00
## 37370                              Austin, TX               2.0           0.00
## 37371                             Seattle, WA               3.0           0.00
## 37376                       San Francisco, CA              12.0           0.00
## 37385                     Toronto, ON, Canada               0.0           0.00
## 37391                             Seattle, WA              10.0           1.00
## 37392                       San Francisco, CA               6.0           2.00
## 37394                             Madison, WI               1.0           1.00
## 37399                        Tokyo, TY, Japan               5.0           5.00
## 37400                    Bengaluru, KA, India               5.0           1.00
## 37402                             Boulder, CO              17.0           6.00
## 37403                            New York, NY               5.0           0.00
## 37406                            New York, NY               3.0           0.00
## 37407                    Bangalore, KA, India               0.0           0.00
## 37408                          Fort Worth, TX               5.0           5.00
## 37411                             Herndon, VA              17.0           4.00
## 37413                       San Francisco, CA               2.0           0.00
## 37414                             Redmond, WA               3.0           0.00
## 37417                       San Francisco, CA               9.0           2.00
## 37419                       San Francisco, CA               0.0           0.00
## 37423                          Menlo Park, CA               0.0           0.00
## 37425                             Redmond, WA               1.0           1.00
## 37428                    Bangalore, KA, India               3.0           1.00
## 37433                             Fremont, CA               5.0           5.00
## 37434                          Pittsburgh, PA               7.0           1.00
## 37435                             Boulder, CO               4.0           2.00
## 37436                             Boulder, CO               8.0           2.00
## 37437                   Sydney, NS, Australia              10.0           0.00
## 37438                             Herndon, VA               2.0           0.00
## 37440                       Mountain View, CA              13.0           1.00
## 37441                              Reston, VA              15.0           3.00
## 37447                          Cincinnati, OH               5.0           0.00
## 37450                             Seattle, WA               3.0           0.00
## 37453                           San Mateo, CA              30.0           8.00
## 37454                           Cupertino, CA               9.0           5.00
## 37456                              Austin, TX               4.0           1.00
## 37457                       Mountain View, CA              10.0          10.00
## 37459                           San Mateo, CA              25.0           4.00
## 37461                       San Francisco, CA              15.0           3.00
## 37463                           Los Gatos, CA               8.0           3.00
## 37464                             Seattle, WA              21.0          16.00
## 37466                Singapore, SG, Singapore              10.0           0.00
## 37468                            New York, NY              15.0           5.00
## 37469                     Toronto, ON, Canada               4.0           4.00
## 37470                         Santa Clara, CA              10.0           1.00
## 37472                             Chicago, IL               3.0           1.00
## 37473                           Cupertino, CA               0.0           0.00
## 37475                         Santa Clara, CA               3.0           3.00
## 37477                            San Jose, CA              10.0           5.00
## 37486                            New York, NY               6.0           6.00
## 37489                       San Francisco, CA              12.0           1.00
## 37494                    Bangalore, KA, India               5.0           3.00
## 37495                       San Francisco, CA               7.0           5.00
## 37498                           Sunnyvale, CA               3.0           2.00
## 37499                       San Francisco, CA               6.0           0.00
## 37506                     Berlin, BE, Germany              10.0           0.00
## 37507                       San Francisco, CA               6.0           1.00
## 37509                   Vancouver, BC, Canada               1.0           1.00
## 37510                           Sunnyvale, CA               3.0           0.00
## 37511             Buenos Aires, DF, Argentina               8.0           0.00
## 37513                            New York, NY               3.0           3.00
## 37514                    Bangalore, KA, India               6.0           0.00
## 37515                             Seattle, WA               9.0           0.00
## 37516                           Baltimore, MD               3.0           3.00
## 37520                            New York, NY               5.0           5.00
## 37529                    Bengaluru, KA, India               1.0           1.00
## 37532                            San Jose, CA               2.0           0.00
## 37533                             Seattle, WA               5.0           0.00
## 37536                           Palo Alto, CA               5.0           3.00
## 37541                              Irvine, CA               2.0           1.00
## 37542                            Portland, OR              20.0          14.00
## 37543                            New York, NY              15.0           2.00
## 37547                           Nashville, TN               6.0           2.00
## 37548                       Redondo Beach, CA               0.0           0.00
## 37550                              Austin, TX               3.0           1.00
## 37551                      Ottawa, ON, Canada               0.0           0.00
## 37552                             Seattle, WA              18.0           7.00
## 37554                           Cupertino, CA               0.0           0.00
## 37558                              Dulles, VA               5.0           1.00
## 37559                            San Jose, CA               6.0           2.00
## 37565                       Mountain View, CA              20.0           8.00
## 37566                       San Francisco, CA               2.0           2.00
## 37568                             Seattle, WA              10.0           4.00
## 37569                    Montreal, QC, Canada               3.0           3.00
## 37570                              Austin, TX               4.0           4.00
## 37571                       San Francisco, CA               7.0           6.00
## 37572                         Santa Clara, CA               2.0           0.00
## 37573                          Pittsburgh, PA              10.0           2.00
## 37574                          Washington, DC              15.0           1.00
## 37575                   Sydney, NS, Australia               8.0           0.00
## 37576                            New York, NY               0.0           0.00
## 37577                           Nashville, TN               7.0           3.00
## 37578                           Sunnyvale, CA               3.0           0.00
## 37579                       Mountain View, CA              17.0          14.00
## 37580                           Cupertino, CA               4.0           1.00
## 37586                         Santa Clara, CA               2.0           2.00
## 37587                             Seattle, WA              12.0           5.00
## 37593                             Seattle, WA               7.0           2.00
## 37595                              Boston, MA               8.0           0.00
## 37599                         Los Angeles, CA               1.0           1.00
## 37601                            New York, NY               0.0           0.00
## 37602                     Toronto, ON, Canada              18.0           0.00
## 37605                    Bangalore, KA, India              13.0           0.00
## 37607                     Toronto, ON, Canada               1.0           1.00
## 37608                     Toronto, ON, Canada               0.0           0.00
## 37609              Amsterdam, NH, Netherlands               6.0           1.00
## 37610                             Atlanta, GA              20.0           1.00
## 37612                     Munich, BY, Germany               9.0           9.00
## 37623                      Gurgaon, HR, India               0.0           0.00
## 37624                    Edmonton, AB, Canada               2.0           2.00
## 37628                          Menlo Park, CA               6.0           1.00
## 37630                    Tel Aviv, TA, Israel               8.0           0.00
## 37631                             Seattle, WA              21.0           2.00
## 37633                    Bengaluru, KA, India               9.0           1.00
## 37635                    Bengaluru, KA, India               5.0           5.00
## 37639                          Pittsburgh, PA               0.0           0.00
## 37640                       San Francisco, CA               5.0           2.00
## 37643                              Boston, MA               0.0           0.00
## 37649                              Irvine, CA               5.0           2.00
## 37650                              Austin, TX               2.0           2.00
## 37651                            San Jose, CA              11.0           6.00
## 37654                             Redmond, WA               8.0           8.00
## 37657                          Louisville, KY               7.0           4.00
## 37662                            Portland, OR              14.0           1.00
## 37663                       San Francisco, CA               8.0           4.00
## 37664                        Noida, UP, India               3.0           1.00
## 37665                     Dublin, DN, Ireland               5.0           2.00
## 37673                           Cupertino, CA               5.0           1.00
## 37674                       San Francisco, CA               5.0           3.00
## 37676                             Chicago, IL              11.0           3.00
## 37678                            New York, NY              14.0           2.00
## 37680                       Mountain View, CA               8.0           5.00
## 37682                           San Diego, CA              18.0          10.00
## 37683                             Redmond, WA               2.0           0.00
## 37684                            New York, NY               7.0           0.00
## 37687                     Toronto, ON, Canada              12.0           8.00
## 37688              London, EN, United Kingdom               4.0           2.00
## 37696                            San Jose, CA               4.0           0.00
## 37705                           Arlington, VA               3.0           1.00
## 37707                         Los Angeles, CA              12.0           4.00
## 37708                    Hyderabad, TS, India              18.0          14.00
## 37715                       San Francisco, CA               7.0           0.00
## 37718                              Nashua, NH               0.0           0.00
## 37720                              Denver, CO               9.0           2.00
## 37721                       San Francisco, CA              14.0           6.00
## 37725                    Tel Aviv, TA, Israel               6.0           3.00
## 37726                       San Francisco, CA               1.0           1.00
## 37728                          Pittsburgh, PA               0.0           0.00
## 37730            Saint Petersburg, SP, Russia               7.0           6.00
## 37738                            New York, NY               7.0           2.00
## 37741                            Columbus, OH               0.0           0.00
## 37743                       San Francisco, CA               3.0           0.00
## 37744                             Seattle, WA               2.0           0.00
## 37749                            New York, NY               2.0           0.00
## 37750                             Seattle, WA               4.0           2.00
## 37751                     Toronto, ON, Canada               1.0           0.00
## 37752                             Seattle, WA               5.0           4.00
## 37758                       San Francisco, CA              10.0           7.00
## 37761                       San Francisco, CA               1.0           1.00
## 37762                         Los Angeles, CA              20.0           2.00
## 37764                            San Jose, CA              15.0           8.00
## 37765                           Arlington, VA               8.0           0.00
## 37770                       Mountain View, CA              20.0           0.00
## 37776                    Bangalore, KA, India               0.0           0.00
## 37778                     Berlin, BE, Germany               6.0           1.00
## 37780                              Austin, TX               0.0           0.00
## 37782                       Mountain View, CA              10.0           2.00
## 37785                     Berlin, BE, Germany               8.0           1.00
## 37788                Singapore, SG, Singapore              18.0           1.00
## 37789                       San Francisco, CA               0.0           0.00
## 37790                           Palo Alto, CA              14.0           6.00
## 37794                          Menlo Park, CA               1.0           1.00
## 37798                           Rochester, MN               2.0           2.00
## 37799                            New York, NY               6.0           0.00
## 37800                            New York, NY               0.0           0.00
## 37801                    Montreal, QC, Canada               1.0           0.00
## 37803                     Shanghai, SH, China               2.0           2.00
## 37807                       Mountain View, CA               6.0           5.00
## 37810                             Redmond, WA               5.0           1.00
## 37812                   Sydney, NS, Australia               5.0           4.00
## 37817                       San Francisco, CA               0.0           0.00
## 37818                       San Francisco, CA               3.0           2.00
## 37820                             Seattle, WA               8.0           0.00
## 37821                         Foster City, CA               4.0           3.00
## 37823                             Seattle, WA               3.0           3.00
## 37825                             Seattle, WA               8.0           2.00
## 37826              Amsterdam, NH, Netherlands               0.0           0.00
## 37828                    Kherson, MY, Ukraine              15.0          10.00
## 37833                       Mountain View, CA              19.0          13.00
## 37834                       San Francisco, CA               2.0           1.00
## 37839                       San Francisco, CA               5.0           3.00
## 37842                            New York, NY               9.0           4.00
## 37845                            New York, NY              15.0           0.00
## 37846                            Richmond, VA              26.0           3.00
## 37847                          Washington, DC               8.0           0.00
## 37852                            New York, NY               0.0           0.00
## 37854                             Phoenix, AZ               0.0           0.00
## 37857                       San Francisco, CA               1.0           0.00
## 37858                          Canonsburg, PA               1.0           1.00
## 37859                              Austin, TX               3.0           2.00
## 37860                       San Francisco, CA               9.0           9.00
## 37861                     Berlin, BE, Germany               5.0           2.00
## 37864                            New York, NY               4.0           4.00
## 37865                             Seattle, WA               2.0           0.00
## 37866                       San Francisco, CA               5.0           2.00
## 37867                            New York, NY               8.0           5.00
## 37868                             Seattle, WA               3.0           0.00
## 37869                             Seattle, WA              20.0           4.00
## 37871                             Seattle, WA               0.0           0.00
## 37876                              Dallas, TX               3.0           3.00
## 37877                            Dearborn, MI               2.0           1.00
## 37878                     Dublin, DN, Ireland              14.0           1.00
## 37883                       San Francisco, CA               3.0           3.00
## 37884                       San Francisco, CA               3.0           3.00
## 37886                            New York, NY              13.0           1.00
## 37887                            Roseland, NJ               5.0           5.00
## 37893                           Sunnyvale, CA              12.0           2.00
## 37894                           Sunnyvale, CA               5.0           2.00
## 37898                            New York, NY               0.0           0.00
## 37907                 Seoul, KG, Korea, South               5.0           0.00
## 37910              London, EN, United Kingdom              14.0           0.00
## 37913                    Bengaluru, KA, India               7.0           0.00
## 37917                            New York, NY               0.0           0.00
## 37920                            New York, NY               4.0           3.00
## 37921                            Brooklyn, NY               7.0           3.00
## 37922                       San Francisco, CA              10.0           2.00
## 37924                             Seattle, WA               1.0           0.00
## 37925                             Seattle, WA               0.0           0.00
## 37926                          Menlo Park, CA              10.0           0.00
## 37927                       San Francisco, CA              10.0           0.00
## 37931                           Arlington, VA               6.0           0.00
## 37933                            New York, NY              10.0           1.00
## 37935                             Seattle, WA               6.0           2.00
## 37937                              Austin, TX               8.0           0.00
## 37938                    Bangalore, KA, India               1.0           1.00
## 37939              Amsterdam, NH, Netherlands               1.0           0.00
## 37942                            New York, NY               3.0           3.00
## 37945                       Lviv, LV, Ukraine               6.0           2.00
## 37949                             Chicago, IL               7.0           7.00
## 37953                              Folsom, CA              13.0           8.00
## 37954                             Seattle, WA               3.0           1.00
## 37961                             Phoenix, AZ              15.0           4.00
## 37964                             Redmond, WA              15.0           1.00
## 37967                      Chennai, TN, India               3.0           1.00
## 37973           Thiruvananthapuram, KL, India               2.0           1.00
## 37974                            New York, NY               2.0           0.00
## 37977                              Boston, MA               7.0           1.00
## 37978                             Seattle, WA               3.0           2.00
## 37979                             Redmond, WA              16.0          15.00
## 37980                       San Francisco, CA               3.0           0.00
## 37981                              Austin, TX               0.0           0.00
## 37982                            New York, NY               0.0           0.00
## 37989                      Salt Lake City, UT               5.0           0.00
## 37991                         Minneapolis, MN              11.0           1.00
## 37993                    Bangalore, KA, India               9.0           2.00
## 37997                             Seattle, WA               5.0           0.00
## 37998                               Butte, MT               8.0           1.00
## 38002                             Seattle, WA               8.0           0.00
## 38003                         Los Angeles, CA               5.0           3.00
## 38005                       San Francisco, CA              15.0           5.00
## 38008                           Palo Alto, CA              20.0           4.00
## 38009                          Pittsburgh, PA               0.0           0.00
## 38013                            San Jose, CA              20.0          15.00
## 38015                         Santa Clara, CA               2.0           2.00
## 38016                         Kansas City, MO               4.0           4.00
## 38017                              Denver, CO               6.0           2.00
## 38018            Saint Petersburg, SP, Russia              13.0           3.00
## 38019                           Sunnyvale, CA               5.0           3.00
## 38021                          Menlo Park, CA               5.0           2.00
## 38024                           Cupertino, CA              10.0           1.00
## 38030                       San Francisco, CA               8.0           4.00
## 38033                           Cambridge, MA               4.0           0.00
## 38034                           Virgilina, VA               7.0           0.00
## 38037                       Mountain View, CA              15.0           5.00
## 38038                            New York, NY               3.0           3.00
## 38040                           San Ramon, CA               4.0           4.00
## 38042                             Seattle, WA              13.0           7.00
## 38044                          Menlo Park, CA              10.0           0.00
## 38045                    Bengaluru, KA, India               6.0           1.00
## 38048                              Irvine, CA              21.0           8.00
## 38050                       San Francisco, CA               0.0           0.00
## 38056                       Kiev, KC, Ukraine               9.0           2.00
## 38058                     Munich, BY, Germany               5.0           5.00
## 38059                             Seattle, WA              10.0           4.00
## 38061                             Seattle, WA               1.0           1.00
## 38063                     Toronto, ON, Canada               1.0           0.00
## 38064                            Portland, OR               3.0           0.00
## 38067            Saint Petersburg, SP, Russia              10.0          10.00
## 38069                            New York, NY              12.0           1.00
## 38074                           Cupertino, CA               0.0           0.00
## 38076                   Vancouver, BC, Canada               6.0           0.00
## 38079                     Berlin, BE, Germany               0.0           0.00
## 38083                            San Jose, CA               6.0           3.00
## 38086                             Redmond, WA              10.0           7.00
## 38087                             Seattle, WA              18.0           6.00
## 38088                            New York, NY               1.0           1.00
## 38094                             Seattle, WA              10.0           2.00
## 38097                Singapore, SG, Singapore               5.0           0.00
## 38099                             Seattle, WA               2.0           2.00
## 38100                   Walldorf, BW, Germany               1.0           1.00
## 38102                  Karlsruhe, BW, Germany               2.0           2.00
## 38103                             Seattle, WA              10.0           2.00
## 38105                Singapore, SG, Singapore               6.0           6.00
## 38106                       San Francisco, CA               2.0           1.00
## 38107                        Indianapolis, IN               8.0           8.00
## 38113                        Redwood City, CA              14.0           4.00
## 38114                         Kansas City, MO               2.0           2.00
## 38116                            San Jose, CA              15.0           3.00
## 38118                              Boston, MA              15.0           2.00
## 38119              London, EN, United Kingdom              10.0           2.00
## 38122                       San Francisco, CA               4.0           0.00
## 38123                             Seattle, WA               0.0           0.00
## 38132                       Mountain View, CA               7.0           2.00
## 38135                              Boston, MA               3.0           3.00
## 38140                       Mountain View, CA              15.0           7.00
## 38142                       San Francisco, CA               8.0           0.00
## 38143                       San Francisco, CA               9.0           5.00
## 38144                       San Francisco, CA              15.0           0.00
## 38145                            San Jose, CA              12.0           0.00
## 38146                          Menlo Park, CA               5.0           0.00
## 38147                     Dublin, DN, Ireland               4.0           1.00
## 38148                             Seattle, WA               2.0           2.00
## 38152                           Arlington, VA               1.0           0.00
## 38155                           San Diego, CA               0.0           0.00
## 38157                       San Francisco, CA              13.0           5.00
## 38159                   Vancouver, BC, Canada               5.0           1.00
## 38161                             Teaneck, NJ               1.0           0.00
## 38163                             Seattle, WA               1.0           1.00
## 38164                       Mountain View, CA               2.0           0.00
## 38173                      Gurgaon, HR, India               2.0           0.00
## 38174                           Greenwich, CT               6.0           4.00
## 38175                            New York, NY               4.0           4.00
## 38176                    Bangalore, KA, India               7.0           1.00
## 38184                             Atlanta, GA               4.0           0.00
## 38187                  Frankfurt, HE, Germany               9.0           9.00
## 38191                    Bangalore, KA, India              16.0           4.00
## 38194                       Mountain View, CA               0.0           0.00
## 38198                        Tokyo, TY, Japan               7.0           0.00
## 38200                               Plano, TX               0.0           0.00
## 38201                              Boston, MA               6.0           1.00
## 38205                             Seattle, WA               4.0           4.00
## 38206                    Bangalore, KA, India               5.0           0.00
## 38208                              Reston, VA               0.0           0.00
## 38214                       San Francisco, CA               2.0           2.00
## 38216                    Bangalore, KA, India               7.0           0.00
## 38218                           Los Gatos, CA              15.0           3.00
## 38219                       San Francisco, CA              18.0           1.00
## 38220                    Bangalore, KA, India               5.0           0.00
## 38223                             Chicago, IL               2.0           0.00
## 38224                             Bothell, WA              10.0           3.00
## 38226                         Santa Clara, CA              10.0           1.00
## 38228                         Santa Clara, CA               7.0           1.00
## 38229                 Zurich, ZH, Switzerland               2.0           2.00
## 38230                               Omaha, NE               7.0           2.00
## 38231                            San Jose, CA              20.0           0.00
## 38232                            New York, NY              20.0           1.00
## 38233                          Menlo Park, CA               9.0           0.00
## 38234                       San Francisco, CA               0.0           0.00
## 38235                     Markham, ON, Canada              10.0           6.00
## 38238                             Seattle, WA              22.0           5.00
## 38240                              Newark, CA               5.0           0.00
## 38242                             Redmond, WA              20.0          10.00
## 38244                       San Francisco, CA               8.0           0.00
## 38246                             Phoenix, AZ               2.0           0.00
## 38248                            San Jose, CA               4.0           2.00
## 38253                    Bangalore, KA, India               6.0           4.00
## 38255                         Los Angeles, CA              15.0           0.00
## 38257                       Mountain View, CA               1.0           1.00
## 38264                       San Francisco, CA               2.0           2.00
## 38267                             Redmond, WA               0.0           0.00
## 38271                     Berlin, BE, Germany              10.0           1.00
## 38274                     Dublin, DN, Ireland               3.0           3.00
## 38275                    Hyderabad, TS, India               1.0           1.00
## 38277                         Culver City, CA               0.0           0.00
## 38278                    Bangalore, KA, India               2.0           0.00
## 38279                            New York, NY               6.0           3.00
## 38280                          Washington, DC               7.0           1.00
## 38283                             Seattle, WA              10.0           6.00
## 38284                       San Francisco, CA              10.0           4.00
## 38286                          Framingham, MA              15.0           6.00
## 38287                          Menlo Park, CA               1.0           1.00
## 38288                          Pittsburgh, PA               0.0           0.00
## 38290                       Mountain View, CA              21.0           4.00
## 38298                           San Diego, CA              10.0           2.00
## 38299                       San Francisco, CA              15.0           5.00
## 38300                    Bengaluru, KA, India               0.0           0.00
## 38305                             Seattle, WA              15.0           2.00
## 38316                         Foster City, CA               2.0           0.00
## 38319                    Bengaluru, KA, India              10.0           5.00
## 38320                    Tel Aviv, TA, Israel               2.0           2.00
## 38322                              Austin, TX              15.0           8.00
## 38326                       Mountain View, CA              15.0           0.00
## 38327                             Seattle, WA               9.0           1.00
## 38328                     Toronto, ON, Canada               7.0           3.00
## 38329                            Portland, OR              20.0           3.00
## 38334                             Seattle, WA              10.0           0.00
## 38335                      Ottawa, ON, Canada               4.0           0.00
## 38337                           Beaverton, OR               3.0           0.00
## 38338                             Seattle, WA               5.0           5.00
## 38339                              Boston, MA               0.0           0.00
## 38342                       San Francisco, CA              19.0          10.00
## 38343              London, EN, United Kingdom              16.0           2.00
## 38344                       Mountain View, CA               8.0           4.00
## 38345                             Seattle, WA               2.0           2.00
## 38347                             Seattle, WA               5.0           3.00
## 38348                               Tempe, AZ               0.0           0.00
## 38349                             Seattle, WA               3.0           0.00
## 38355              Amsterdam, NH, Netherlands              10.0           3.00
## 38356                             Seattle, WA               3.0           0.00
## 38357                       San Francisco, CA               2.0           0.00
## 38358                       San Francisco, CA              22.0          11.00
## 38359                       San Francisco, CA               3.0           1.00
## 38361                             Herndon, VA              10.0           1.00
## 38362                         Bala Cynwyd, PA               4.0           4.00
## 38363                             Atlanta, GA              11.0           1.00
## 38364                              Boston, MA               3.0           1.00
## 38367                            San Jose, CA              20.0          10.00
## 38371                    Bangalore, KA, India              16.0           4.00
## 38374                           Sunnyvale, CA              15.0           6.00
## 38376                             Seattle, WA               8.0           0.00
## 38378                           San Diego, CA               0.0           0.00
## 38382                    Bangalore, KA, India               5.0           1.00
## 38386                    Bangalore, KA, India               8.0           8.00
## 38388                   Herzliyya, TA, Israel              10.0           0.00
## 38390                       Paris, IL, France               8.0           2.00
## 38393                            Columbus, OH               3.0           3.00
## 38396                         Foster City, CA               5.0           2.00
## 38398                          Menlo Park, CA              10.0           2.00
## 38407                     Toronto, ON, Canada               3.0           1.00
## 38408                           Sunnyvale, CA               8.0           5.00
## 38410                            New York, NY               0.0           0.00
## 38411                       Mountain View, CA               5.0           5.00
## 38412                              Austin, TX               4.0           0.00
## 38415                             Atlanta, GA              12.0           0.00
## 38417                             Seattle, WA               2.0           0.00
## 38419                             Seattle, WA               8.0           0.00
## 38420                            San Jose, CA               0.0           0.00
## 38424                    Bangalore, KA, India               3.0           3.00
## 38429              London, EN, United Kingdom              14.0          10.00
## 38430                     Dublin, DN, Ireland               7.0           1.00
## 38431                      Moscow, MC, Russia               8.0           2.00
## 38434                             Seattle, WA              10.0           2.00
## 38438                           Charlotte, NC               8.0           1.00
## 38441                       San Francisco, CA               2.0           1.00
## 38445                         Los Angeles, CA              10.0           4.00
## 38453                              Austin, TX               5.0           3.00
## 38454                             Seattle, WA               2.0           2.00
## 38456                  Stuttgart, BW, Germany               5.0           5.00
## 38457                           Cupertino, CA               6.0           3.00
## 38459                   Vancouver, BC, Canada              20.0          10.00
## 38460                              Boston, MA               1.0           0.00
## 38461                             Phoenix, AZ              15.0           3.00
## 38463                       San Francisco, CA              10.0           6.00
## 38464                             Seattle, WA               7.0           2.00
## 38466                    Montreal, QC, Canada               5.0           1.00
## 38467                        Redwood City, CA              10.0           2.00
## 38470          Hong Kong, HK, Hong Kong (SAR)               9.0           2.00
## 38471                            Richmond, VA               5.0           1.00
## 38477                         Santa Clara, CA               0.0           0.00
## 38480                            Bellevue, WA               5.0           0.00
## 38482                             Seattle, WA              18.0           0.00
## 38483                            San Jose, CA               4.0           0.00
## 38484                            New York, NY               2.0           0.00
## 38486                          Menlo Park, CA               6.0           6.00
## 38489                          El Segundo, CA               2.0           1.00
## 38490                            New York, NY               1.0           1.00
## 38494                             Seattle, WA               4.0           0.00
## 38497                             Seattle, WA               8.0           4.00
## 38498                       Mountain View, CA               6.0           2.00
## 38502                    Hyderabad, AP, India               7.0           2.00
## 38505                          Menlo Park, CA              10.0           0.00
## 38506                         Santa Clara, CA               6.0           4.00
## 38507                              Boston, MA               7.0           5.00
## 38508                       San Francisco, CA               5.0           1.00
## 38512                       San Francisco, CA              10.0           7.00
## 38513                    Bangalore, KA, India               0.0           0.00
## 38515                     Dublin, DN, Ireland               7.0           1.00
## 38516                       San Francisco, CA              15.0           4.00
## 38517                              Irvine, CA               0.0           0.00
## 38518                   Vancouver, BC, Canada               1.0           1.00
## 38519                       Mountain View, CA               4.0           4.00
## 38521                            New York, NY               0.0           0.00
## 38522                            New York, NY              12.0           8.00
## 38523                         Minneapolis, MN              20.0          14.00
## 38524                          Cincinnati, OH               1.0           1.00
## 38525                             Seattle, WA               9.0           5.00
## 38526                         Santa Clara, CA              10.0           3.00
## 38528                       Mountain View, CA               0.0           0.00
## 38531                        Philadelphia, PA               0.0           0.00
## 38533                             Seattle, WA              10.0           2.00
## 38534                      Ottawa, ON, Canada               7.0           3.00
## 38537                         Santa Clara, CA              10.0           6.00
## 38540                       Mountain View, CA              15.0           5.00
## 38541                           Sunnyvale, CA              14.0           2.00
## 38544                              Irvine, CA               3.0           0.00
## 38545                    Tel Aviv, TA, Israel              13.0           0.00
## 38546                    Bengaluru, KA, India               1.0           1.00
## 38548              London, EN, United Kingdom              10.0           4.00
## 38552                              Durham, NC              12.0           4.00
## 38553                               Plano, TX              10.0           3.00
## 38554                Melbourne, VI, Australia              11.0           6.00
## 38555              Kuala Lumpur, KL, Malaysia               2.0           2.00
## 38557                             Chicago, IL               1.0           1.00
## 38566                         Lake Forest, CA               7.0           5.00
## 38569                            New York, NY               0.0           0.00
## 38575                           Hillsboro, OR               1.0           1.00
## 38577                             Seattle, WA              17.0           0.00
## 38579                        Tokyo, TY, Japan               6.0           0.00
## 38580                       San Francisco, CA               3.0           0.00
## 38582                              Reston, VA               5.0           3.00
## 38584                            San Jose, CA              17.0          10.00
## 38590                             Seattle, WA               6.0           4.00
## 38592                              Dallas, TX               0.0           0.00
## 38596                             Wichita, KS               6.0           1.00
## 38598                           Littleton, MA               9.0           4.00
## 38599                             Chicago, IL               3.0           3.00
## 38602                            San Jose, CA               1.0           0.00
## 38604                          Washington, DC              10.0           6.00
## 38606                         Los Angeles, CA               2.0           1.00
## 38607                         Santa Clara, CA               5.0           2.00
## 38608                          Menlo Park, CA               3.0           1.00
## 38609                Singapore, SG, Singapore               5.0           0.00
## 38611                            New York, NY               3.0           2.00
## 38612                   Stockholm, ST, Sweden              10.0           2.00
## 38616                           Ann Arbor, MI               5.0           5.00
## 38619                     Toronto, ON, Canada               7.0           2.00
## 38622                            New York, NY               3.0           3.00
## 38626                             Chicago, IL               6.0           1.00
## 38629                            Portland, OR               2.0           0.00
## 38630                    Barcelona, CT, Spain               8.0           1.00
## 38636                     Toronto, ON, Canada               3.0           2.00
## 38637                            New York, NY               8.0           2.00
## 38638                            Glendale, CA               3.0           1.00
## 38639                          Sacramento, CA               5.0           5.00
## 38640                             Orlando, FL              10.0           7.00
## 38641                             Seattle, WA              17.0           0.00
## 38644              London, EN, United Kingdom               3.0           3.00
## 38647                            Bellevue, WA               0.0           0.00
## 38650                        Santa Monica, CA               6.0           6.00
## 38652                             Seattle, WA               7.0           5.00
## 38654                            New York, NY              15.0          15.00
## 38655                       Mountain View, CA               8.0           2.00
## 38656                              Austin, TX               9.0           2.00
## 38658                             Fremont, CA               1.0           1.00
## 38660                           San Diego, CA              16.0          16.00
## 38668                 Brisbane, QL, Australia               7.0           4.00
## 38669                         Santa Clara, CA               7.0           3.00
## 38678                            Bellevue, WA               6.0           6.00
## 38682                    Montreal, QC, Canada               1.0           1.00
## 38683                           Hillsboro, OR              20.0          20.00
## 38684                            New York, NY              20.0           1.00
## 38688                       Mountain View, CA              12.0           7.00
## 38689                      Salt Lake City, UT              10.0           0.00
## 38690                           Cupertino, CA               8.0           4.00
## 38692                           Sunnyvale, CA               6.0           0.00
## 38695                             Seattle, WA               3.0           0.00
## 38696                            Bellevue, WA              13.0           1.00
## 38702                    Bangalore, KA, India               7.0           0.00
## 38703                              Austin, TX               0.0           0.00
## 38704                       San Francisco, CA               1.0           1.00
## 38706                   Sydney, NS, Australia               8.0           4.00
## 38709                    Bengaluru, KA, India               3.0           2.00
## 38710                    Hyderabad, AP, India               7.0           1.00
## 38711                             Seattle, WA               5.0           0.00
## 38712                         Los Angeles, CA              11.0           2.00
## 38714                            New York, NY               4.0           0.00
## 38717                            Dearborn, MI               5.0           5.00
## 38721                 Zurich, ZH, Switzerland              15.0          15.00
## 38722                            New York, NY               2.0           2.00
## 38724                       San Francisco, CA               7.0           4.00
## 38726                       San Francisco, CA              10.0           3.00
## 38727                     Dublin, DN, Ireland               7.0           2.00
## 38731                            New York, NY               2.0           0.00
## 38733                             Redmond, WA              10.0           1.00
## 38736                             Norwalk, CT               4.0           3.00
## 38737                              Boston, MA               2.0           1.00
## 38744                         Mill Valley, CA               7.0           6.00
## 38745                       North Reading, MA               3.0           1.00
## 38747                             Herndon, VA               3.0           0.00
## 38748                              Durham, NC              15.0          14.00
## 38749                            San Jose, CA               6.0           5.00
## 38751                   Vancouver, BC, Canada               0.0           0.00
## 38754                            San Jose, CA               3.0           0.00
## 38755                       Oklahoma City, OK              11.0          11.00
## 38767                             Seattle, WA               6.0           2.00
## 38768                    Bengaluru, KA, India               6.0           3.00
## 38772                 Zurich, ZH, Switzerland               2.0           2.00
## 38777                     Toronto, ON, Canada               7.0           1.00
## 38780                              Austin, TX               2.0           2.00
## 38782                       San Francisco, CA               7.0           3.00
## 38784                        Redwood City, CA              27.0          24.00
## 38788                   Vancouver, BC, Canada              20.0           3.00
## 38789                           Palo Alto, CA              12.0           2.00
## 38792                            San Jose, CA              15.0           7.00
## 38795                          Menlo Park, CA              10.0           0.00
## 38799                          Cincinnati, OH               0.0           0.00
## 38800                           San Diego, CA               1.0           1.00
## 38803                             Florida, NY              20.0           6.00
## 38804                         Santa Clara, CA               2.0           1.00
## 38808                       San Francisco, CA               7.0           3.00
## 38809                             Seattle, WA               5.0           1.00
## 38810                          Menlo Park, CA               5.0           0.00
## 38811                             Chicago, IL               2.0           1.00
## 38812                             Seattle, WA               2.0           0.00
## 38813                             Redmond, WA              33.0          23.00
## 38816                          Pittsburgh, PA              15.0           1.00
## 38818                              Boston, MA               1.0           1.00
## 38822                             Atlanta, GA               3.0           3.00
## 38825                              Dallas, TX               3.0           1.00
## 38827                          Pleasanton, CA               8.0           0.00
## 38829                     Dublin, DN, Ireland               2.0           1.00
## 38830                         Foster City, CA               1.0           1.00
## 38831                    Bengaluru, KA, India               6.0           6.00
## 38832                            Bellevue, WA               3.0           0.00
## 38834              Amsterdam, NH, Netherlands               1.0           0.00
## 38835                    Barcelona, CT, Spain               3.0           1.00
## 38836                         Pune, MH, India               3.0           2.00
## 38838                       Mountain View, CA               1.0           1.00
## 38840                  Jakarta, JK, Indonesia               7.0           5.00
## 38843                           Watertown, MA               1.0           0.00
## 38844              London, EN, United Kingdom               1.0           1.00
## 38845                           St. Louis, MO              20.0           3.00
## 38849                              Denver, CO               3.0           1.00
## 38852                            Bellevue, WA               2.0           2.00
## 38853                            New York, NY              13.0           1.00
## 38855                         Minneapolis, MN               2.0           0.00
## 38856                       Mountain View, CA               5.0           0.00
## 38857                            San Jose, CA               2.0           0.00
## 38860                             Seattle, WA               0.0           0.00
## 38864                             Seattle, WA               2.0           0.00
## 38866                             Seattle, WA              20.0           3.00
## 38867                         Los Angeles, CA               2.0           0.00
## 38873                           Sunnyvale, CA               2.0           2.00
## 38878                             Chicago, IL              16.0           2.00
## 38879                            Portland, OR              12.0          12.00
## 38880                       Mountain View, CA               0.0           0.00
## 38882                           San Bruno, CA              17.0           0.00
## 38885                           Cupertino, CA               2.0           2.00
## 38888                             Seattle, WA              10.0           6.00
## 38891                    Bangalore, KA, India              15.0           3.00
## 38893                           Palo Alto, CA               8.0           1.00
## 38894                             Seattle, WA              14.0           0.00
## 38896                              Austin, TX               7.0           7.00
## 38898                         Pune, MH, India               1.0           1.00
## 38899              London, EN, United Kingdom               0.0           0.00
## 38901                       Mountain View, CA              15.0           0.00
## 38903                              Austin, TX               2.0           2.00
## 38905                             Chicago, IL              18.0           3.00
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## 38132     169000           42000  25000   Male  Bachelor
## 38135     119000           43000  12000   Male    Master
## 38140     180000          100000  35000   Male    Master
## 38142     185000           73000      0   Male  Bachelor
## 38143     165000          200000      0   Male    Master
## 38144     190000           60000  29000   Male    Master
## 38145     200000               0      0   Male    Master
## 38146     165000           50000  17000 Female    Master
## 38147      61000            8000   6000   Male    Master
## 38148     150000           50000  10000   Male  Bachelor
## 38152      90000               0      0   Male  Bachelor
## 38155     125000               0  15000 Female       PhD
## 38157     139000            5000      0   Male  Bachelor
## 38159     148000               0  15000   Male  Bachelor
## 38161      85000               0      0 Female  Bachelor
## 38163      74000            2000   2000   Male  Bachelor
## 38164     200000           70000  60000   Male  Bachelor
## 38173      22000            2000   7000   Male  Bachelor
## 38174     200000           54000  54000   Male       PhD
## 38175     121000               0   3000   Male  Bachelor
## 38176      31000           22000   5000 Female  Bachelor
## 38184     108000           19000  11000   Male  Bachelor
## 38187     135000               0  25000   Male  Bachelor
## 38191      60000               0  10000   Male    Master
## 38194     170000          119000  26000   Male       PhD
## 38198     100000           20000      0   Male  Bachelor
## 38200      85000               0   5000 Female  Bachelor
## 38201     158000           76000  36000   Male       PhD
## 38205     170000          121000  34000   Male  Bachelor
## 38206      52000           20000   8000   Male    Master
## 38208      71000           10000  11000   Male  Bachelor
## 38214     168000           32000  25000   Male  Bachelor
## 38216      41000           39000   6000   Male  Bachelor
## 38218     550000               0      0  Other  Bachelor
## 38219     210000           45000  35000   Male  Bachelor
## 38220      28000               0   3000   Male  Bachelor
## 38223     150000               0 100000   Male  Bachelor
## 38224     138000               0  14000   Male       PhD
## 38226     200000          180000  34000   Male    Master
## 38228     190000               0  57000   Male  Bachelor
## 38229     180000           70000  27000   Male    Master
## 38230      93000               0   8000   Male  Bachelor
## 38231     260000           70000  91000   Male    Master
## 38232     160000          125000 112000   Male  Bachelor
## 38233     185000          125000  28000 Female  Bachelor
## 38234     130000           30000  10000   Male  Bachelor
## 38235      61000               0   3000   Male  Bachelor
## 38238     156000          150000  20000   Male     Other
## 38240     150000               0      0   Male    Master
## 38242     215000           50000  90000   Male  Bachelor
## 38244     210000          150000      0   Male    Master
## 38246     115000               0   7000   Male  Bachelor
## 38248     135000           10000  20000   Male    Master
## 38253      75000           30000      0   Male  Bachelor
## 38255     144000           72000  22000   Male       PhD
## 38257     130000           39000  25000   Male    Master
## 38264     150000           90000  22000   Male    Master
## 38267     119000           33000  47000   Male  Bachelor
## 38271      98000           15000   2000   Male  Bachelor
## 38274      77000           24000  27000   Male    Master
## 38275      22000            5000   2000   Male  Bachelor
## 38277     135000           20000  10000   Male    Master
## 38278      38000           38000   4000   Male  Bachelor
## 38279     178000           15000  27000 Female  Bachelor
## 38280     135000            3000  13000   Male  Bachelor
## 38283     128000           83000      0   Male    Master
## 38284     200000          150000      0   Male  Bachelor
## 38286     194000           30000  20000 Female    Master
## 38287     120000           60000  12000   Male  Bachelor
## 38288     130000           25000  28000   Male  Bachelor
## 38290     247000               0  73000   Male       PhD
## 38298     150000           20000  50000   Male    Master
## 38299     200000          400000  10000   Male  Bachelor
## 38300      27000           20000      0 Female  Bachelor
## 38305     130000           26000  14000   Male  Bachelor
## 38316     120000            8000  15000   Male    Master
## 38319      30000            2000      0   Male    Master
## 38320     112000           10000  10000   Male  Bachelor
## 38322      95000               0      0   Male  Bachelor
## 38326     170000           50000  74000  Other    Master
## 38327     105000           18000   9000   Male  Bachelor
## 38328      99000           15000   5000 Female    Master
## 38329     145000           20000  20000   Male    Master
## 38334     153000           26000  19000 Female       PhD
## 38335      86000           25000      0   Male     Other
## 38337     106000               0  10000 Female  Bachelor
## 38338     163000           30000  30000   Male  Bachelor
## 38339     145000           25000  23000   Male    Master
## 38342     123000               0  17000   Male  Bachelor
## 38343     130000               0  10000 Female  Bachelor
## 38344     188000           96000  35000 Female    Master
## 38345     110000           35000  16000   Male  Bachelor
## 38347     150000           10000      0   Male  Bachelor
## 38348      86000           25000   9000 Female  Bachelor
## 38349     185000          185000      0   Male  Bachelor
## 38355     126000           25000  25000 Female    Master
## 38356     130000               0  30000   Male  Bachelor
## 38357     110000           30000      0   Male  Bachelor
## 38358     265000          135000 108000   Male    Master
## 38359     130000           63000      0   Male  Bachelor
## 38361     145000               0      0   Male    Master
## 38362     119000               0   9000   Male  Bachelor
## 38363     130000               0  10000   Male  Bachelor
## 38364     102000           11000  16000   Male  Bachelor
## 38367     198000          169000  45000 Female  Bachelor
## 38371      60000               0  10000   Male    Master
## 38374     230000           20000  40000   Male    Master
## 38376     135000           19000  10000   Male    Master
## 38378     146000           20000  35000   Male       PhD
## 38382      75000           30000  11000   Male  Bachelor
## 38386      41000           21000      0   Male  Bachelor
## 38388     142000           23000  21000   Male    Master
## 38390      72000           18000   6000   Male    Master
## 38393      57000               0   3000   Male    Master
## 38396     165000           17000  17000  Other  Bachelor
## 38398     213000           62000  43000   Male    Master
## 38407     106000               0      0   Male  Bachelor
## 38408     172000           40000  20000   Male    Master
## 38410     155000               0  20000   Male  Bachelor
## 38411     160000           65000  32000   Male    Master
## 38412     130000           49000      0   Male    Master
## 38415     150000           23000  26000   Male  Bachelor
## 38417     116000           22000  15000   Male  Bachelor
## 38419     220000           75000  33000   Male       PhD
## 38420     103000               0   8000   Male  Bachelor
## 38424      19000               0   2000   Male  Bachelor
## 38429     130000           20000  50000   Male  Bachelor
## 38430     148000          200000  23000   Male  Bachelor
## 38431      40000           24000   7000   Male    Master
## 38434     240000          130000  70000   Male    Master
## 38438     147000               0      0   Male  Bachelor
## 38441     145000           14000  10000   Male     Other
## 38445     129000          100000      0   Male  Bachelor
## 38453     110000            9000  10000   Male  Bachelor
## 38454     193000           88000  29000   Male       PhD
## 38456     108000               0   2000   Male    Master
## 38457     170000           70000  15000   Male    Master
## 38459     102000           17000  19000   Male    Master
## 38460     121000               0      0   Male     Other
## 38461     164000               0  25000  Other     Other
## 38463     260000          100000  70000  Other  Bachelor
## 38464     157000          102000  36000   Male  Bachelor
## 38466      65000               0      0   Male    Master
## 38467     199000           50000   5000   Male    Master
## 38470      65000               0   5000 Female    Master
## 38471     125000               0  10000 Female    Master
## 38477     120000            5000  12000   Male       PhD
## 38480     144000           23000  14000   Male  Bachelor
## 38482     280000          450000  70000   Male       PhD
## 38483     165000           30000      0   Male       PhD
## 38484     145000           15000      0   Male  Bachelor
## 38486     190000          190000  10000 Female    Master
## 38489      98000               0   5000   Male  Bachelor
## 38490     120000           20000  10000   Male  Bachelor
## 38494     168000          125000  40000   Male       PhD
## 38497     144000           43000      0   Male  Bachelor
## 38498     155000           45000  15000   Male  Bachelor
## 38502      17000               0   2000   Male  Bachelor
## 38505     205000          175000  30000   Male    Master
## 38506     160000           30000  20000   Male    Master
## 38507     150000           15000      0   Male  Bachelor
## 38508     315000           35000      0   Male  Bachelor
## 38512     225000          550000      0   Male  Bachelor
## 38513      16000           13000   2000   Male  Bachelor
## 38515     127000          100000  13000   Male    Master
## 38516     220000          250000  50000   Male  Bachelor
## 38517      90000               0  11000   Male  Bachelor
## 38518      90000               0  10000 Female  Bachelor
## 38519     162000           90000  29000   Male    Master
## 38521     150000               0  20000   Male  Bachelor
## 38522     212000          105000  40000   Male  Bachelor
## 38523     145000               0  30000   Male    Master
## 38524      84000               0      0   Male  Bachelor
## 38525     193000          125000  36000 Female    Master
## 38526     170000          100000  20000   Male    Master
## 38528     125000           23000  41000   Male  Bachelor
## 38531      70000               0  10000  Other  Bachelor
## 38533      65000               0      0 Female  Bachelor
## 38534      78000               0      0   Male  Bachelor
## 38537     195000          185000  30000   Male    Master
## 38540     300000          414000 110000   Male       PhD
## 38541     220000          220000  40000   Male    Master
## 38544     125000           65000      0   Male  Bachelor
## 38545     175000           63000  26000   Male  Bachelor
## 38546      18000            7000   2000   Male  Bachelor
## 38548     145000           50000      0   Male    Master
## 38552     190000           64000      0 Female    Master
## 38553     170000               0  26000   Male     Other
## 38554     100000            3000  18000   Male    Master
## 38555      14000               0   3000   Male    Master
## 38557      70000               0  10000 Female  Bachelor
## 38566     110000               0  10000   Male    Master
## 38569     128000           24000  14000 Female  Bachelor
## 38575     101000            6000  15000   Male    Master
## 38577     145000           23000  19000   Male  Bachelor
## 38579      93000           16000  11000   Male  Bachelor
## 38580     155000           31000  16000   Male    Master
## 38582     115000           13000  18000   Male    Master
## 38584     182000          314000  40000   Male    Master
## 38590     160000          180000      0   Male  Bachelor
## 38592      80000               0  10000 Female  Bachelor
## 38596     120000               0      0   Male       PhD
## 38598     133000               0   1000   Male  Bachelor
## 38599     130000           15000      0   Male    Master
## 38602     134000           39000  30000   Male    Master
## 38604     167000               0  20000   Male  Bachelor
## 38606     105000           20000  20000 Female  Bachelor
## 38607     170000          108000  30000   Male    Master
## 38608     137000           34000  14000   Male    Master
## 38609     116000            6000  15000   Male  Bachelor
## 38611     140000           25000  23000   Male  Bachelor
## 38612      94000           10000  19000   Male    Master
## 38616      90000               0   8000   Male  Bachelor
## 38619      90000            1000      0   Male  Bachelor
## 38622     160000               0  20000   Male    Master
## 38626     142000               0  10000   Male       PhD
## 38629     139000           20000  12000   Male    Master
## 38630     135000               0  15000   Male     Other
## 38636      67000           25000      0 Female  Bachelor
## 38637     174000          112000  26000 Female  Bachelor
## 38638     128000               0  17000   Male  Bachelor
## 38639     100000           11000  13000   Male    Master
## 38640     165000           85000  22000   Male    Master
## 38641     185000           87000  27000   Male  Bachelor
## 38644      60000               0  30000   Male  Bachelor
## 38647     111000           20000  10000 Female  Bachelor
## 38650     160000          100000      0   Male    Master
## 38652     160000           10000  52000 Female    Master
## 38654      80000               0      0   Male     Other
## 38655     173000           57000  34000 Female    Master
## 38656     165000           25000  25000   Male  Bachelor
## 38658     105000           18000   8000   Male  Bachelor
## 38660     262000          165000  54000   Male       PhD
## 38668      80000               0      0   Male  Bachelor
## 38669     145000               0   2000 Female    Master
## 38678     177000           87000  35000   Male    Master
## 38682      71000           15000   5000   Male  Bachelor
## 38683     204000           45000  70000   Male    Master
## 38684     220000          120000  55000 Female  Bachelor
## 38688     175000           60000  27000   Male  Bachelor
## 38689     175000          117000  20000   Male  Bachelor
## 38690     177000          113000  25000   Male    Master
## 38692     150000           50000  15000   Male  Bachelor
## 38695     105000           12000  10000   Male    Master
## 38696     200000          170000  30000   Male    Master
## 38702      41000           18000      0   Male  Bachelor
## 38703      97000           25000      0   Male    Master
## 38704     110000           38000  17000   Male  Bachelor
## 38706     155000           60000  31000   Male  Bachelor
## 38709      28000            1000   1000   Male  Bachelor
## 38710      27000           10000   3000   Male  Bachelor
## 38711     155000           56000  33000   Male     Other
## 38712     143000           75000  21000   Male    Master
## 38714     155000           50000  20000   Male    Master
## 38717      81000               0   5000   Male  Bachelor
## 38721     227000               0   6000   Male       PhD
## 38722     115000               0  25000 Female  Bachelor
## 38724     172000          120000  35000   Male    Master
## 38726     210000           30000  40000 Female  Bachelor
## 38727      92000           30000  20000   Male  Bachelor
## 38731     135000               0      0   Male  Bachelor
## 38733     120000               0      0 Female    Master
## 38736     105000               0  10000   Male    Master
## 38737     135000            5000  25000   Male    Master
## 38744     181000            9000  16000   Male       PhD
## 38745     102000           23000   7000   Male  Bachelor
## 38747     110000               0      0   Male  Bachelor
## 38748     172000               0   1000 Female  Bachelor
## 38749     150000           21000  23000   Male  Bachelor
## 38751      80000           22000  10000   Male  Bachelor
## 38754     160000           17000  10000 Female    Master
## 38755      63000               0      0 Female  Bachelor
## 38767     133000           91000  26000   Male  Bachelor
## 38768      44000               0  28000   Male  Bachelor
## 38772     100000           10000  10000   Male    Master
## 38777     130000          117000      0   Male  Bachelor
## 38780      91000           13000   7000 Female  Bachelor
## 38782     245000          210000  98000   Male       PhD
## 38784     184000               0   6000 Female    Master
## 38788     190000          187000      0   Male    Master
## 38789     215000           50000  37000   Male    Master
## 38792     171000           42000  44000 Female  Bachelor
## 38795     190000           94000  29000 Female    Master
## 38799      70000               0   5000   Male  Bachelor
## 38800      75000            5000   8000   Male  Bachelor
## 38803     153000           33000  31000   Male    Master
## 38804     155000           40000  10000   Male    Master
## 38808     240000          200000  48000   Male  Bachelor
## 38809     130000           20000  20000 Female  Bachelor
## 38810     230000          193000  55000   Male  Bachelor
## 38811     135000           30000  14000   Male  Bachelor
## 38812     112000            8000  25000   Male    Master
## 38813     201000               0  24000   Male  Bachelor
## 38816     170000           25000      0   Male  Bachelor
## 38818      77000            5000   8000 Female  Bachelor
## 38822     100000               0   3000 Female  Bachelor
## 38825      95000               0   5000 Female  Bachelor
## 38827     170000          100000  10000 Female    Master
## 38829      85000           31000  17000   Male  Bachelor
## 38830      96000            6000  10000   Male  Bachelor
## 38831      15000               0   2000   Male  Bachelor
## 38832     154000           47000  32000   Male  Bachelor
## 38834      43000               0   5000   Male  Bachelor
## 38835     104000               0  12000   Male    Master
## 38836      27000            7000      0   Male  Bachelor
## 38838     130000           75000  20000   Male    Master
## 38840      21000               0   2000   Male  Bachelor
## 38843     105000               0   5000   Male    Master
## 38844      99000               0   4000   Male  Bachelor
## 38845     144000           25000  27000   Male     Other
## 38849     130000            8000      0   Male    Master
## 38852     115000            3000   7000 Female  Bachelor
## 38853     260000               0  20000   Male    Master
## 38855      80000               0   3000   Male  Bachelor
## 38856     155000           25000  20000   Male    Master
## 38857     140000           38000   5000   Male    Master
## 38860     135000           44000  29000   Male  Bachelor
## 38864     130000           35000      0   Male  Bachelor
## 38866     174000               0  25000   Male  Bachelor
## 38867     110000               0  20000 Female    Master
## 38873     150000           40000  25000 Female    Master
## 38878     160000          280000  40000   Male    Master
## 38879     186000           50000  52000 Female    Master
## 38880     140000           55000  21000   Male  Bachelor
## 38882     165000           45000  33000   Male    Master
## 38885     150000           25000  10000 Female    Master
## 38888     160000          195000      0   Male  Bachelor
## 38891      40000           30000      0   Male  Bachelor
## 38893     160000          140000      0   Male  Bachelor
## 38894     160000          130000 100000   Male    Master
## 38896     147000           20000  14000 Female  Bachelor
## 38898      10000               0   4000 Female  Bachelor
## 38899     175000               0  80000   Male  Bachelor
## 38901     235000          360000  50000   Male    Master
## 38903      97000            4000   8000 Female  Bachelor
## 38905     124000           70000  24000 Female  Bachelor
##  [ reached 'max' / getOption("max.print") -- omitted 10347 rows ]
#The we need to use the function again to create the tuning set 
tune_and_test_index <- createDataPartition(tune_and_test$totalyearlycompensation,
                                           p = .5,
                                           list = FALSE,
                                           times = 1)
tune <- tune_and_test[tune_and_test_index, ]
test <- tune_and_test[-tune_and_test_index, ]
dim(train)
## [1] 19437    11
dim(test) 
## [1] 4164   11
dim(tune)
## [1] 4165   11
#5 Build your model using the training data, rpart2, and repeated cross validation as reviewed in class with the caret package.
# Choose the features and classes, slightly different approach for caret, need to create features and target sets from the training data.
str(data3)
## 'data.frame':    27766 obs. of  11 variables:
##  $ company                : Factor w/ 3 levels "Other","Tier2",..: 2 2 3 3 1 1 3 3 3 2 ...
##  $ title                  : Factor w/ 3 levels "BUSI.MGMT","Engineer.Scientist",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ totalyearlycompensation: int  125000 170000 332000 240000 310000 105000 200000 187000 307000 500000 ...
##  $ location               : Factor w/ 825 levels "Aachen, NW, Germany",..: 782 504 547 183 480 325 708 183 640 640 ...
##  $ yearsofexperience      : num  1 0 1 3 25 2 0 1 3 4 ...
##  $ yearsatcompany         : num  0 0 0 3 9 0 0 1 0 0 ...
##  $ basesalary             : num  121000 142000 185000 150000 210000 105000 143000 135000 160000 240000 ...
##  $ stockgrantvalue        : num  0 0 17000 75000 40000 0 35000 26000 124000 200000 ...
##  $ bonus                  : num  4000 18000 130000 15000 60000 5000 22000 26000 24000 60000 ...
##  $ gender                 : Factor w/ 3 levels "Female","Male",..: 2 2 2 1 2 2 1 2 2 2 ...
##  $ Education              : Factor w/ 4 levels "Bachelor","Other",..: 4 3 4 4 4 3 4 4 4 4 ...
features <- train[,-3] # dropping the target variable (totalyearlycompensation). 
target <- train$totalyearlycompensation
str(features)
## 'data.frame':    19437 obs. of  10 variables:
##  $ company          : Factor w/ 3 levels "Other","Tier2",..: 2 1 1 3 3 1 3 3 2 3 ...
##  $ title            : Factor w/ 3 levels "BUSI.MGMT","Engineer.Scientist",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ location         : Factor w/ 825 levels "Aachen, NW, Germany",..: 504 480 325 708 183 186 708 667 638 708 ...
##  $ yearsofexperience: num  0 25 2 0 1 2 1 0 0 1 ...
##  $ yearsatcompany   : num  0 9 0 0 1 2 0 0 0 0 ...
##  $ basesalary       : num  142000 210000 105000 143000 135000 126000 147000 160000 124000 152000 ...
##  $ stockgrantvalue  : num  0 40000 0 35000 26000 17000 77000 75000 20000 75000 ...
##  $ bonus            : num  18000 60000 5000 22000 26000 25000 22000 16000 12000 23000 ...
##  $ gender           : Factor w/ 3 levels "Female","Male",..: 2 2 2 1 2 2 2 2 2 1 ...
##  $ Education        : Factor w/ 4 levels "Bachelor","Other",..: 3 4 3 4 4 4 4 4 4 4 ...
str(target)
##  int [1:19437] 170000 310000 105000 200000 187000 168000 246000 253000 156000 250000 ...
#Three steps in building a caret ML model
#Step 1: Cross validation process-the process by which the training data will be used to build the initial model must be set. As seen below:
fitControl <- trainControl(method = "repeatedcv",
                          number = 10,
                          repeats = 5) 
# number - number of folds
# repeats - number of times the CV is repeated, takes the average of these repeat rounds
#review the documentation on https://topepo.github.io/caret/measuring-performance.htm
#Step 2: Usually involves setting a hyper-parameter search. This is optional and the hyper-parameters vary by model. Let's take a look at the documentation for the model we are going to use. Same search function as for classification 
tree.grid <- expand.grid(maxdepth=c(3:20))
#Step 3: Train the model
set.seed(777)
salary_mdl <- train(x=features,
                y=target,
                method="rpart2",#type of model uses maxdepth to select a model
                trControl=fitControl,#previously created
                tuneGrid=tree.grid,#expanded grid
                metric="RMSE")
str(target)
##  int [1:19437] 170000 310000 105000 200000 187000 168000 246000 253000 156000 250000 ...
# View the results, comment on how the model performed and which variables appear to be contributing the most (variable importance)  
salary_mdl
## CART 
## 
## 19437 samples
##    10 predictor
## 
## No pre-processing
## Resampling: Cross-Validated (10 fold, repeated 5 times) 
## Summary of sample sizes: 17493, 17493, 17492, 17494, 17493, 17492, ... 
## Resampling results across tuning parameters:
## 
##   maxdepth  RMSE      Rsquared   MAE     
##    3        78643.04  0.6578678  45395.29
##    4        75186.18  0.6875978  43439.48
##    5        71307.48  0.7180953  41936.03
##    6        70751.43  0.7231938  40358.38
##    7        68279.86  0.7422457  37430.65
##    8        64310.17  0.7709156  34314.98
##    9        62439.52  0.7833693  31674.94
##   10        62201.24  0.7850433  31614.88
##   11        62201.24  0.7850433  31614.88
##   12        62201.24  0.7850433  31614.88
##   13        62201.24  0.7850433  31614.88
##   14        62201.24  0.7850433  31614.88
##   15        62201.24  0.7850433  31614.88
##   16        62201.24  0.7850433  31614.88
##   17        62201.24  0.7850433  31614.88
##   18        62201.24  0.7850433  31614.88
##   19        62201.24  0.7850433  31614.88
##   20        62201.24  0.7850433  31614.88
## 
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was maxdepth = 10.
salary_mdl$finalModel
## n= 19437 
## 
## node), split, n, deviance, yval
##       * denotes terminal node
## 
##  1) root 19437 3.516988e+14  204170.00  
##    2) basesalary< 159500 13180 5.309370e+13  145103.50  
##      4) basesalary< 110500 5587 8.991378e+12   91735.10  
##        8) basesalary< 66500 1893 1.157830e+12   52176.97 *
##        9) basesalary>=66500 3694 3.353281e+12  112006.80 *
##      5) basesalary>=110500 7593 1.648072e+13  184372.40  
##       10) stockgrantvalue< 54500 6111 5.299294e+12  168576.80 *
##       11) stockgrantvalue>=54500 1482 3.369632e+12  249505.40 *
##    3) basesalary>=159500 6257 1.557612e+14  328590.20  
##      6) stockgrantvalue< 197500 5399 8.308849e+13  292292.10  
##       12) basesalary< 204500 4369 1.700739e+13  269274.40  
##         24) stockgrantvalue< 80500 2873 5.837580e+12  237831.50 *
##         25) stockgrantvalue>=80500 1496 2.874530e+12  329659.10 *
##       13) basesalary>=204500 1030 5.394776e+13  389927.20  
##         26) bonus< 195000 1011 1.459033e+13  377515.30 *
##         27) bonus>=195000 19 3.091421e+13 1050368.00 *
##      7) stockgrantvalue>=197500 858 2.079737e+13  556997.70  
##       14) stockgrantvalue< 371500 696 4.291188e+12  502285.90 *
##       15) stockgrantvalue>=371500 162 5.471938e+12  792055.60  
##         30) stockgrantvalue< 584500 130 1.231764e+12  718100.00 *
##         31) stockgrantvalue>=584500 32 6.406100e+11 1092500.00 *
plot(salary_mdl)

varImp(salary_mdl)
## rpart2 variable importance
## 
##                    Overall
## stockgrantvalue   100.0000
## basesalary         82.0998
## bonus              54.8433
## location           36.5653
## company            16.8076
## yearsofexperience   5.2048
## yearsatcompany      0.9797
## Education           0.0000
## gender              0.0000
## title               0.0000
# check what variables contributed to the target variable!
salary_mdl$finalModel$variable.importance
##        basesalary   stockgrantvalue             bonus          location 
##      1.881421e+14      1.399948e+14      6.196861e+13      4.553527e+13 
## yearsofexperience         Education           company    yearsatcompany 
##      2.261294e+13      5.314451e+12      4.337545e+12      2.603126e+11
salary_mdl$results
##    maxdepth     RMSE  Rsquared      MAE   RMSESD RsquaredSD    MAESD
## 1         3 78643.04 0.6578678 45395.29 22861.08  0.1131701 1460.434
## 2         4 75186.18 0.6875978 43439.48 22365.70  0.1076884 1397.920
## 3         5 71307.48 0.7180953 41936.03 22917.47  0.1116573 1321.841
## 4         6 70751.43 0.7231938 40358.38 22578.40  0.1090831 2121.304
## 5         7 68279.86 0.7422457 37430.65 22718.04  0.1089862 1156.263
## 6         8 64310.17 0.7709156 34314.98 22638.42  0.1070322 1145.039
## 7         9 62439.52 0.7833693 31674.94 23161.12  0.1098440 1133.088
## 8        10 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 9        11 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 10       12 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 11       13 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 12       14 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 13       15 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 14       16 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 15       17 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 16       18 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 17       19 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
## 18       20 62201.24 0.7850433 31614.88 23207.66  0.1101441 1151.820
# considering the importance of variable and results(decision tree), the most contributing variable is 'basesalary'.
# our model
rpart.plot(salary_mdl$finalModel, type=4, extra=101)

# predicting using base model and test set
pred_test_reg <- predict(salary_mdl,test)
postResample(pred = pred_test_reg,obs = test$totalyearlycompensation)
##         RMSE     Rsquared          MAE 
## 5.947896e+04 7.900055e-01 3.053197e+04
comparison <- data.frame(test['totalyearlycompensation'], pred_test_reg)
# Normalize data
normalize = function(x){
 (x - min(x)) / (max(x) - min(x))
}
numerics = names(select_if(comparison, is.numeric))
comparison2 = lapply(comparison[numerics], normalize)

# Creating overlapping density plots
plot(density(comparison2$totalyearlycompensation), col = "blue", main = "Density plots of actual and predicted compensation", xlab = "Normalized compensation", ylab = "Density")
lines(density(comparison2$pred_test_reg), col = "red")
legend("topright", legend=c("Actual", "Predicted"), 
       fill = c("blue","red")
)

RMSE = 59478
calc_range = range(tune$totalyearlycompensation)
calc_range
## [1]   10000 1600000
low = calc_range[1]
high = calc_range[2]
range = high - low
NRMSE = RMSE/range
NRMSE
## [1] 0.03740755
# NRMSE = 0.03740755
ggplot(comparison,                                     
       aes(x = pred_test_reg,
           y = totalyearlycompensation)) +
  geom_point() +
  geom_abline(intercept = 0,
              slope = 1,
              color = "red",
              size = 2)+
  ggtitle("Actual compensation vs. Predicted compensation")+
  labs(y = "Actual yearly compensation", x = "Predicted yearly compensation")+
  scale_x_continuous(labels = comma)+
  scale_y_continuous(labels = comma)
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.

##Real world model (we don’t know base salary, stock, and bonus)

data4 <- data3[, c(-7,-8,-9)]


set.seed(777)
partition2 <- caret::createDataPartition(data4$totalyearlycompensation,
                                           times=1,
                                           p = 0.70,
                                           groups=1,
                                           list=FALSE)
train2 <- data4[partition2, ]
tune_and_test2 <- data4[-partition2, ]
train2
##       company              title totalyearlycompensation
## 5038    Tier2 Engineer.Scientist                  170000
## 7219    Other Engineer.Scientist                  310000
## 7292    Other Engineer.Scientist                  105000
## 7759    FAANG Engineer.Scientist                  200000
## 7998    FAANG Engineer.Scientist                  187000
## 8648    Other Engineer.Scientist                  168000
## 8746    FAANG Engineer.Scientist                  246000
## 9407    FAANG Engineer.Scientist                  253000
## 10141   Tier2 Engineer.Scientist                  156000
## 10512   FAANG Engineer.Scientist                  250000
## 10551   Tier2 Engineer.Scientist                  160000
## 11358   Tier2 Engineer.Scientist                  690000
## 12060   FAANG Engineer.Scientist                  306000
## 12505   Other Engineer.Scientist                  242000
## 12511   Other Engineer.Scientist                  255000
## 12514   FAANG Engineer.Scientist                  515000
## 12516   Tier2 Engineer.Scientist                  169000
## 12517   Other Engineer.Scientist                  220000
## 12519   FAANG Engineer.Scientist                  220000
## 12523   FAANG Engineer.Scientist                  455000
## 12524   Tier2 Engineer.Scientist                  136000
## 12527   FAANG Engineer.Scientist                  430000
## 12528   Tier2 Engineer.Scientist                  155000
## 12531   Tier2 Engineer.Scientist                  300000
## 12534   Tier2 Engineer.Scientist                  163000
## 12535   Tier2 Engineer.Scientist                  131000
## 12540   Other Engineer.Scientist                  910000
## 12544   Tier2          BUSI.MGMT                  197000
## 12546   Other Engineer.Scientist                  145000
## 12549   Other Engineer.Scientist                  183000
## 12550   Other Engineer.Scientist                  175000
## 12552   FAANG Engineer.Scientist                  161000
## 12555   FAANG Engineer.Scientist                  218000
## 12557   Other          BUSI.MGMT                  260000
## 12558   Tier2 Engineer.Scientist                  330000
## 12559   FAANG Engineer.Scientist                  158000
## 12562   Tier2 Engineer.Scientist                  500000
## 12565   FAANG Engineer.Scientist                  212000
## 12567   Tier2              Other                  185000
## 12569   FAANG          BUSI.MGMT                  168000
## 12571   Other Engineer.Scientist                  188000
## 12573   Tier2 Engineer.Scientist                  200000
## 12574   Tier2          BUSI.MGMT                  175000
## 12575   Tier2 Engineer.Scientist                  270000
## 12578   Other Engineer.Scientist                  225000
## 12582   FAANG Engineer.Scientist                  265000
## 12584   FAANG          BUSI.MGMT                  155000
## 12589   Other Engineer.Scientist                  172000
## 12593   Tier2              Other                  213000
## 12594   FAANG Engineer.Scientist                  180000
## 12595   Tier2 Engineer.Scientist                  405000
## 12596   Tier2 Engineer.Scientist                  235000
## 12607   Tier2              Other                  222000
## 12608   FAANG          BUSI.MGMT                  200000
## 12609   Tier2 Engineer.Scientist                  182000
## 12611   Other Engineer.Scientist                  210000
## 12616   FAANG Engineer.Scientist                  188000
## 12619   FAANG Engineer.Scientist                  168000
## 12620   Other Engineer.Scientist                  299000
## 12629   Other Engineer.Scientist                  205000
## 12635   Other          BUSI.MGMT                  180000
## 12637   Other Engineer.Scientist                  150000
## 12639   Other Engineer.Scientist                   99000
## 12640   Tier2 Engineer.Scientist                  162000
## 12641   FAANG Engineer.Scientist                  251000
## 12643   Tier2 Engineer.Scientist                  190000
## 12644   Other          BUSI.MGMT                  240000
## 12648   Other Engineer.Scientist                  182000
## 12653   FAANG Engineer.Scientist                  185000
## 12656   FAANG Engineer.Scientist                  350000
## 12660   FAANG Engineer.Scientist                  300000
## 12662   Other Engineer.Scientist                  342000
## 12665   Tier2 Engineer.Scientist                  156000
## 12670   Tier2 Engineer.Scientist                  205000
## 12672   Tier2 Engineer.Scientist                  150000
## 12678   Tier2 Engineer.Scientist                  210000
## 12682   Other Engineer.Scientist                  310000
## 12683   Tier2 Engineer.Scientist                  185000
## 12700   Tier2 Engineer.Scientist                  177000
## 12705   Tier2 Engineer.Scientist                  510000
## 12718   Tier2 Engineer.Scientist                  164000
## 12723   Other Engineer.Scientist                  196000
## 12728   Tier2 Engineer.Scientist                  330000
## 12731   Other Engineer.Scientist                  136000
## 12732   Tier2 Engineer.Scientist                  260000
## 12733   Other Engineer.Scientist                  195000
## 12734   FAANG Engineer.Scientist                  330000
## 12735   Other Engineer.Scientist                  128000
## 12738   FAANG              Other                  260000
## 12739   Tier2              Other                  220000
## 12743   Tier2 Engineer.Scientist                  194000
## 12744   Tier2 Engineer.Scientist                  225000
## 12747   FAANG Engineer.Scientist                  150000
## 12755   Tier2 Engineer.Scientist                  124000
## 12756   Tier2 Engineer.Scientist                  170000
## 12760   Other          BUSI.MGMT                  260000
## 12761   Tier2              Other                  113000
## 12763   Other              Other                  210000
## 12766   Tier2 Engineer.Scientist                  136000
## 12769   Tier2          BUSI.MGMT                  150000
## 12770   Tier2 Engineer.Scientist                  260000
## 12773   Other              Other                  128000
## 12780   Tier2 Engineer.Scientist                  204000
## 12781   Other Engineer.Scientist                  148000
## 12782   Other Engineer.Scientist                  120000
## 12784   Other Engineer.Scientist                   40000
## 12785   Tier2 Engineer.Scientist                  188000
## 12786   Tier2 Engineer.Scientist                  177000
## 12788   Tier2              Other                  374000
## 12798   Other              Other                  123000
## 12801   FAANG Engineer.Scientist                  136000
## 12803   Tier2 Engineer.Scientist                  240000
## 12806   Other Engineer.Scientist                  433000
## 12808   FAANG Engineer.Scientist                  210000
## 12812   Other Engineer.Scientist                   94000
## 12817   Tier2 Engineer.Scientist                  160000
## 12820   FAANG Engineer.Scientist                  235000
## 12823   FAANG Engineer.Scientist                  149000
## 12831   FAANG Engineer.Scientist                  250000
## 12838   Tier2 Engineer.Scientist                  156000
## 12839   Tier2 Engineer.Scientist                  136000
## 12843   Tier2 Engineer.Scientist                  430000
## 12848   Tier2 Engineer.Scientist                  340000
## 12850   Tier2 Engineer.Scientist                  210000
## 12851   FAANG          BUSI.MGMT                  217000
## 12860   Other Engineer.Scientist                  267000
## 12863   Tier2 Engineer.Scientist                   98000
## 12864   FAANG Engineer.Scientist                  535000
## 12876   Tier2 Engineer.Scientist                  166000
## 12879   Tier2 Engineer.Scientist                  379000
## 12883   Tier2              Other                  180000
## 12886   Tier2 Engineer.Scientist                  360000
## 12899   Other Engineer.Scientist                  125000
## 12906   FAANG Engineer.Scientist                  556000
## 12907   FAANG Engineer.Scientist                  570000
## 12915   Other Engineer.Scientist                   85000
## 12916   Tier2 Engineer.Scientist                  301000
## 12919   Tier2 Engineer.Scientist                  210000
## 12920   Other Engineer.Scientist                  112000
## 12924   FAANG Engineer.Scientist                  201000
## 12930   Tier2 Engineer.Scientist                  150000
## 12931   Tier2 Engineer.Scientist                  235000
## 12934   FAANG Engineer.Scientist                  208000
## 12935   Other Engineer.Scientist                  215000
## 12943   FAANG Engineer.Scientist                  225000
## 12945   Other Engineer.Scientist                  100000
## 12947   Other Engineer.Scientist                  530000
## 12948   Other              Other                  157000
## 12952   Other              Other                  216000
## 12954   Other              Other                   95000
## 12958   Tier2 Engineer.Scientist                  260000
## 12966   Tier2 Engineer.Scientist                  262000
## 12969   Tier2 Engineer.Scientist                  230000
## 12976   Tier2          BUSI.MGMT                  308000
## 12997   FAANG Engineer.Scientist                  190000
## 13001   FAANG Engineer.Scientist                  158000
## 13007   FAANG Engineer.Scientist                  152000
## 13008   FAANG          BUSI.MGMT                  260000
## 13014   Tier2 Engineer.Scientist                  210000
## 13016   Other Engineer.Scientist                  186000
## 13022   FAANG Engineer.Scientist                  300000
## 13027   FAANG Engineer.Scientist                  465000
## 13031   Tier2 Engineer.Scientist                  260000
## 13042   FAANG Engineer.Scientist                  174000
## 13044   FAANG Engineer.Scientist                  257000
## 13045   Other Engineer.Scientist                  210000
## 13046   FAANG Engineer.Scientist                  405000
## 13049   Tier2 Engineer.Scientist                  225000
## 13057   FAANG Engineer.Scientist                  238000
## 13058   Other Engineer.Scientist                  550000
## 13059   Other Engineer.Scientist                  230000
## 13071   Other Engineer.Scientist                  120000
## 13076   Other Engineer.Scientist                  100000
## 13080   Tier2 Engineer.Scientist                  175000
## 13082   Other Engineer.Scientist                   94000
## 13083   Tier2 Engineer.Scientist                  175000
## 13090   Other Engineer.Scientist                  235000
## 13092   Tier2 Engineer.Scientist                  116000
## 13101   Other          BUSI.MGMT                  180000
## 13103   Tier2 Engineer.Scientist                  105000
## 13111   Other Engineer.Scientist                  162000
## 13116   Tier2 Engineer.Scientist                  111000
## 13117   FAANG Engineer.Scientist                  169000
## 13119   FAANG Engineer.Scientist                  445000
## 13122   FAANG Engineer.Scientist                  281000
## 13126   Other              Other                  153000
## 13130   Other          BUSI.MGMT                  201000
## 13135   Other Engineer.Scientist                  270000
## 13137   FAANG Engineer.Scientist                  302000
## 13138   Tier2 Engineer.Scientist                  155000
## 13144   Other Engineer.Scientist                  200000
## 13146   Tier2 Engineer.Scientist                  570000
## 13153   Tier2 Engineer.Scientist                  140000
## 13158   Tier2 Engineer.Scientist                  150000
## 13166   Tier2 Engineer.Scientist                  160000
## 13172   FAANG Engineer.Scientist                  305000
## 13178   Other Engineer.Scientist                  250000
## 13183   Tier2          BUSI.MGMT                  316000
## 13189   Tier2 Engineer.Scientist                  246000
## 13190   FAANG Engineer.Scientist                  215000
## 13193   FAANG Engineer.Scientist                  155000
## 13196   Tier2 Engineer.Scientist                  280000
## 13198   Tier2 Engineer.Scientist                  120000
## 13201   Tier2 Engineer.Scientist                  124000
## 13206   FAANG Engineer.Scientist                  475000
## 13213   Other Engineer.Scientist                  370000
## 13214   Tier2          BUSI.MGMT                  142000
## 13216   FAANG Engineer.Scientist                  240000
## 13219   Other              Other                  225000
## 13230   Tier2 Engineer.Scientist                  515000
## 13232   Other Engineer.Scientist                   90000
## 13233   FAANG Engineer.Scientist                  450000
## 13236   FAANG Engineer.Scientist                  152000
## 13241   Tier2          BUSI.MGMT                  270000
## 13245   Other Engineer.Scientist                  230000
## 13251   Other Engineer.Scientist                  169000
## 13257   Tier2 Engineer.Scientist                  170000
## 13258   FAANG Engineer.Scientist                  451000
## 13270   Tier2 Engineer.Scientist                  125000
## 13275   FAANG Engineer.Scientist                  169000
## 13276   FAANG Engineer.Scientist                  245000
## 13282   FAANG Engineer.Scientist                  193000
## 13285   Tier2          BUSI.MGMT                  179000
## 13286   Other Engineer.Scientist                  134000
## 13303   Other Engineer.Scientist                  205000
## 13304   Tier2 Engineer.Scientist                  139000
## 13306   Other Engineer.Scientist                  135000
## 13307   FAANG Engineer.Scientist                  228000
## 13308   Tier2 Engineer.Scientist                  214000
## 13309   FAANG Engineer.Scientist                  230000
## 13312   FAANG Engineer.Scientist                  323000
## 13313   Tier2 Engineer.Scientist                  280000
## 13314   Tier2 Engineer.Scientist                  155000
## 13318   Tier2 Engineer.Scientist                  220000
## 13323   Other Engineer.Scientist                  412000
## 13335   Other Engineer.Scientist                  138000
## 13344   FAANG          BUSI.MGMT                  210000
## 13345   Tier2 Engineer.Scientist                  199000
## 13348   FAANG Engineer.Scientist                  276000
## 13349   Tier2 Engineer.Scientist                  150000
## 13352   Other Engineer.Scientist                  159000
## 13359   Tier2 Engineer.Scientist                  167000
## 13360   Tier2 Engineer.Scientist                  142000
## 13367   FAANG Engineer.Scientist                  166000
## 13370   Other Engineer.Scientist                  310000
## 13371   Other Engineer.Scientist                  134000
## 13373   FAANG Engineer.Scientist                  710000
## 13374   Tier2 Engineer.Scientist                  126000
## 13382   FAANG Engineer.Scientist                  275000
## 13386   Other Engineer.Scientist                  239000
## 13394   Tier2 Engineer.Scientist                  294000
## 13401   Tier2 Engineer.Scientist                  142000
## 13407   Other Engineer.Scientist                  120000
## 13409   FAANG Engineer.Scientist                  152000
## 13414   Other Engineer.Scientist                   55000
## 13417   Tier2 Engineer.Scientist                  130000
## 13421   FAANG Engineer.Scientist                  208000
## 13423   FAANG          BUSI.MGMT                  215000
## 13436   Other Engineer.Scientist                  102000
## 13438   Other Engineer.Scientist                  150000
## 13440   Tier2 Engineer.Scientist                  157000
## 13444   Other Engineer.Scientist                  420000
## 13448   FAANG Engineer.Scientist                  340000
## 13451   Tier2 Engineer.Scientist                  200000
## 13455   FAANG Engineer.Scientist                  467000
## 13459   Tier2 Engineer.Scientist                  213000
## 13466   Tier2 Engineer.Scientist                  180000
## 13469   FAANG Engineer.Scientist                  500000
## 13491   FAANG Engineer.Scientist                  120000
## 13493   Tier2 Engineer.Scientist                  138000
## 13494   Other Engineer.Scientist                  220000
## 13497   Tier2 Engineer.Scientist                  165000
## 13498   Tier2 Engineer.Scientist                  230000
## 13500   Other Engineer.Scientist                  364000
## 13504   Other Engineer.Scientist                  132000
## 13506   Tier2          BUSI.MGMT                  318000
## 13507   FAANG Engineer.Scientist                  225000
## 13508   Tier2 Engineer.Scientist                  244000
## 13509   Tier2 Engineer.Scientist                  310000
## 13516   Other Engineer.Scientist                   78000
## 13522   Tier2 Engineer.Scientist                  142000
## 13536   Tier2 Engineer.Scientist                  240000
## 13541   FAANG Engineer.Scientist                  240000
## 13543   Tier2 Engineer.Scientist                  525000
## 13546   Tier2 Engineer.Scientist                  224000
## 13547   Tier2 Engineer.Scientist                  225000
## 13557   Other Engineer.Scientist                   56000
## 13558   Other Engineer.Scientist                  185000
## 13560   Other Engineer.Scientist                  260000
## 13561   Tier2 Engineer.Scientist                  200000
## 13562   Tier2 Engineer.Scientist                  193000
## 13587   Tier2 Engineer.Scientist                  150000
## 13588   Other Engineer.Scientist                  187000
## 13590   Tier2 Engineer.Scientist                  161000
## 13591   Other Engineer.Scientist                  167000
## 13592   Tier2 Engineer.Scientist                  118000
## 13595   FAANG Engineer.Scientist                  193000
## 13601   Tier2 Engineer.Scientist                  200000
## 13606   Tier2 Engineer.Scientist                  187000
## 13616   Tier2 Engineer.Scientist                  238000
## 13618   Tier2 Engineer.Scientist                  203000
## 13625   Tier2 Engineer.Scientist                  300000
## 13626   FAANG Engineer.Scientist                  270000
## 13636   Tier2 Engineer.Scientist                  200000
## 13639   FAANG Engineer.Scientist                  258000
## 13643   Other Engineer.Scientist                  230000
## 13644   Tier2 Engineer.Scientist                  222000
## 13647   Other Engineer.Scientist                   95000
## 13648   FAANG Engineer.Scientist                  160000
## 13652   Tier2 Engineer.Scientist                  324000
## 13654   Other Engineer.Scientist                  417000
## 13655   Tier2 Engineer.Scientist                  158000
## 13656   Other Engineer.Scientist                   94000
## 13659   Tier2 Engineer.Scientist                  307000
## 13661   FAANG Engineer.Scientist                  177000
## 13663   Other Engineer.Scientist                  184000
## 13666   Tier2 Engineer.Scientist                  162000
## 13678   Tier2 Engineer.Scientist                  173000
## 13679   FAANG Engineer.Scientist                  710000
## 13682   Tier2          BUSI.MGMT                  248000
## 13691   Other Engineer.Scientist                  125000
## 13692   Other Engineer.Scientist                  480000
## 13699   Tier2 Engineer.Scientist                  185000
## 13704   Tier2 Engineer.Scientist                  160000
## 13705   Other Engineer.Scientist                  123000
## 13707   Other Engineer.Scientist                  277000
## 13708   Other Engineer.Scientist                  170000
## 13716   Tier2 Engineer.Scientist                  340000
## 13717   FAANG Engineer.Scientist                  712000
## 13727   Tier2 Engineer.Scientist                  135000
## 13731   FAANG Engineer.Scientist                  337000
## 13732   FAANG Engineer.Scientist                  245000
## 13734   Tier2          BUSI.MGMT                  170000
## 13743   Tier2 Engineer.Scientist                  342000
## 13745   FAANG Engineer.Scientist                  203000
## 13747   Tier2 Engineer.Scientist                  215000
## 13749   Tier2 Engineer.Scientist                  159000
## 13754   Tier2 Engineer.Scientist                  175000
## 13760   FAANG          BUSI.MGMT                  450000
## 13764   FAANG Engineer.Scientist                  248000
## 13767   Other Engineer.Scientist                  174000
## 13768   Tier2 Engineer.Scientist                  177000
## 13781   Tier2 Engineer.Scientist                  182000
## 13782   Tier2 Engineer.Scientist                  455000
## 13798   Tier2 Engineer.Scientist                  400000
## 13799   FAANG Engineer.Scientist                  218000
## 13802   Other              Other                  125000
## 13804   Other Engineer.Scientist                  132000
## 13809   FAANG Engineer.Scientist                  430000
## 13830   Other          BUSI.MGMT                  175000
## 13832   Tier2 Engineer.Scientist                  137000
## 13835   Tier2 Engineer.Scientist                  165000
## 13836   FAANG Engineer.Scientist                  160000
## 13841   Tier2 Engineer.Scientist                  400000
## 13844   Tier2 Engineer.Scientist                  195000
## 13854   Other Engineer.Scientist                  250000
## 13855   Other Engineer.Scientist                  135000
## 13864   FAANG Engineer.Scientist                  194000
## 13869   FAANG Engineer.Scientist                  336000
## 13871   Tier2 Engineer.Scientist                  190000
## 13872   FAANG Engineer.Scientist                  402000
## 13873   Other Engineer.Scientist                  237000
## 13877   Other Engineer.Scientist                  160000
## 13879   Other Engineer.Scientist                  140000
## 13888   FAANG Engineer.Scientist                  255000
## 13889   FAANG          BUSI.MGMT                  394000
## 13890   Other Engineer.Scientist                  185000
## 13892   Other Engineer.Scientist                  159000
## 13893   Tier2 Engineer.Scientist                  161000
## 13896   FAANG Engineer.Scientist                  268000
## 13899   Tier2 Engineer.Scientist                  291000
## 13903   FAANG Engineer.Scientist                  307000
## 13906   Other Engineer.Scientist                  225000
## 13908   Other Engineer.Scientist                  110000
## 13916   FAANG Engineer.Scientist                  280000
## 13919   Other Engineer.Scientist                  189000
## 13924   Other Engineer.Scientist                  190000
## 13933   FAANG              Other                  210000
## 13936   Other Engineer.Scientist                  160000
## 13942   Tier2 Engineer.Scientist                  450000
## 13949   FAANG Engineer.Scientist                  165000
## 13950   Tier2 Engineer.Scientist                  190000
## 13955   FAANG Engineer.Scientist                  142000
## 13956   Other Engineer.Scientist                  297000
## 13957   Tier2 Engineer.Scientist                   97000
## 13968   FAANG              Other                  332000
## 13971   Tier2 Engineer.Scientist                  285000
## 13972   FAANG Engineer.Scientist                  370000
## 13982   Other Engineer.Scientist                  220000
## 13994   FAANG Engineer.Scientist                  148000
## 13997   FAANG Engineer.Scientist                  206000
## 14006   Tier2 Engineer.Scientist                  170000
## 14008   FAANG Engineer.Scientist                  305000
## 14014   FAANG          BUSI.MGMT                  295000
## 14018   FAANG Engineer.Scientist                  182000
## 14023   Tier2 Engineer.Scientist                  300000
## 14027   FAANG Engineer.Scientist                  430000
## 14028   Tier2 Engineer.Scientist                  185000
## 14029   FAANG Engineer.Scientist                  273000
## 14034   Other Engineer.Scientist                  270000
## 14038   FAANG Engineer.Scientist                  385000
## 14039   Tier2 Engineer.Scientist                  159000
## 14041   Tier2 Engineer.Scientist                  315000
## 14043   FAANG              Other                  169000
## 14047   Tier2 Engineer.Scientist                  160000
## 14049   FAANG Engineer.Scientist                  472000
## 14051   FAANG Engineer.Scientist                  240000
## 14059   Other Engineer.Scientist                  230000
## 14060   Other Engineer.Scientist                  350000
## 14061   Other Engineer.Scientist                  220000
## 14062   FAANG          BUSI.MGMT                  340000
## 14065   FAANG Engineer.Scientist                  322000
## 14066   Other Engineer.Scientist                  140000
## 14069   Other Engineer.Scientist                  125000
## 14071   FAANG Engineer.Scientist                  180000
## 14072   FAANG Engineer.Scientist                  273000
## 14088   FAANG Engineer.Scientist                  326000
## 14089   FAANG Engineer.Scientist                  282000
## 14096   Tier2 Engineer.Scientist                  355000
## 14103   Tier2 Engineer.Scientist                  127000
## 14110   Tier2 Engineer.Scientist                   28000
## 14119   Other Engineer.Scientist                  138000
## 14124   Tier2 Engineer.Scientist                  174000
## 14127   Tier2 Engineer.Scientist                  232000
## 14130   Tier2 Engineer.Scientist                  158000
## 14134   Other Engineer.Scientist                  325000
## 14149   FAANG Engineer.Scientist                  217000
## 14150   Other Engineer.Scientist                  154000
## 14153   FAANG Engineer.Scientist                  198000
## 14157   Tier2 Engineer.Scientist                  290000
## 14159   Other Engineer.Scientist                  200000
## 14161   FAANG Engineer.Scientist                  257000
## 14172   Tier2 Engineer.Scientist                  310000
## 14173   Tier2 Engineer.Scientist                  460000
## 14176   FAANG Engineer.Scientist                  420000
## 14177   FAANG Engineer.Scientist                  262000
## 14180   Tier2 Engineer.Scientist                  174000
## 14181   Other Engineer.Scientist                  240000
## 14188   Tier2 Engineer.Scientist                  411000
## 14194   Tier2 Engineer.Scientist                  200000
## 14204   FAANG Engineer.Scientist                  147000
## 14209   Tier2 Engineer.Scientist                  231000
## 14210   FAANG Engineer.Scientist                  160000
## 14212   Other Engineer.Scientist                   15000
## 14213   Tier2 Engineer.Scientist                  228000
## 14217   FAANG Engineer.Scientist                  525000
## 14219   Other Engineer.Scientist                  153000
## 14223   Tier2          BUSI.MGMT                  172000
## 14228   Tier2 Engineer.Scientist                  256000
## 14231   Tier2 Engineer.Scientist                  176000
## 14232   Tier2 Engineer.Scientist                  190000
## 14239   Other Engineer.Scientist                  109000
## 14243   Other Engineer.Scientist                  725000
## 14244   Other Engineer.Scientist                  655000
## 14249   FAANG Engineer.Scientist                  450000
## 14252   FAANG Engineer.Scientist                  817000
## 14258   FAANG Engineer.Scientist                  375000
## 14259   Tier2 Engineer.Scientist                  418000
## 14260   FAANG Engineer.Scientist                  290000
## 14269   FAANG Engineer.Scientist                  785000
## 14271   FAANG Engineer.Scientist                  200000
## 14280   Other Engineer.Scientist                  613000
## 14282   Tier2 Engineer.Scientist                  200000
## 14283   Tier2 Engineer.Scientist                  122000
## 14287   Tier2 Engineer.Scientist                  170000
## 14290   Tier2 Engineer.Scientist                  420000
## 14293   Tier2 Engineer.Scientist                  360000
## 14295   Other Engineer.Scientist                  415000
## 14301   FAANG Engineer.Scientist                  675000
## 14302   FAANG Engineer.Scientist                  665000
## 14312   Other Engineer.Scientist                  182000
## 14314   Other Engineer.Scientist                  415000
## 14323   Tier2 Engineer.Scientist                  310000
## 14326   Other Engineer.Scientist                  420000
## 14332   Tier2 Engineer.Scientist                  310000
## 14335   Other Engineer.Scientist                   21000
## 14336   Tier2 Engineer.Scientist                  235000
## 14339   Tier2 Engineer.Scientist                  650000
## 14340   Tier2 Engineer.Scientist                  285000
## 14349   Other Engineer.Scientist                  120000
## 14353   Other Engineer.Scientist                  196000
## 14358   Tier2 Engineer.Scientist                  207000
## 14364   Tier2 Engineer.Scientist                  270000
## 14365   Tier2 Engineer.Scientist                  160000
## 14370   FAANG Engineer.Scientist                  282000
## 14371   FAANG Engineer.Scientist                  211000
## 14378   Other Engineer.Scientist                  203000
## 14380   Other Engineer.Scientist                  204000
## 14381   FAANG Engineer.Scientist                  210000
## 14382   Other Engineer.Scientist                  102000
## 14396   Tier2 Engineer.Scientist                  245000
## 14397   FAANG          BUSI.MGMT                  240000
## 14398   FAANG          BUSI.MGMT                  460000
## 14400   FAANG Engineer.Scientist                  227000
## 14406   FAANG Engineer.Scientist                  190000
## 14411   Tier2 Engineer.Scientist                  280000
## 14413   Other Engineer.Scientist                  275000
## 14414   FAANG              Other                  485000
## 14415   FAANG Engineer.Scientist                  405000
## 14421   FAANG Engineer.Scientist                  208000
## 14423   FAANG Engineer.Scientist                  172000
## 14429   FAANG Engineer.Scientist                  200000
## 14435   Tier2 Engineer.Scientist                  170000
## 14436   Tier2 Engineer.Scientist                  200000
## 14438   Tier2 Engineer.Scientist                  142000
## 14440   Tier2 Engineer.Scientist                  230000
## 14447   FAANG          BUSI.MGMT                   60000
## 14452   Tier2 Engineer.Scientist                  199000
## 14455   Tier2 Engineer.Scientist                  360000
## 14456   Other Engineer.Scientist                  556000
## 14457   Other Engineer.Scientist                   58000
## 14461   Other Engineer.Scientist                  120000
## 14463   Other Engineer.Scientist                   90000
## 14469   Other Engineer.Scientist                  153000
## 14470   FAANG Engineer.Scientist                  270000
## 14472   FAANG          BUSI.MGMT                  400000
## 14474   FAANG Engineer.Scientist                  291000
## 14476   Tier2          BUSI.MGMT                  175000
## 14488   Other Engineer.Scientist                  189000
## 14492   Tier2 Engineer.Scientist                  175000
## 14493   Other Engineer.Scientist                  162000
## 14494   FAANG Engineer.Scientist                  500000
## 14495   FAANG          BUSI.MGMT                  320000
## 14502   FAANG Engineer.Scientist                  290000
## 14503   FAANG Engineer.Scientist                  350000
## 14506   Tier2 Engineer.Scientist                  360000
## 14518   Tier2 Engineer.Scientist                  226000
## 14519   Tier2 Engineer.Scientist                  173000
## 14522   FAANG Engineer.Scientist                  259000
## 14523   Other Engineer.Scientist                  136000
## 14532   Other Engineer.Scientist                  174000
## 14536   Tier2 Engineer.Scientist                  120000
## 14542   Tier2 Engineer.Scientist                   65000
## 14546   Tier2          BUSI.MGMT                  210000
## 14547   Tier2 Engineer.Scientist                   34000
## 14548   Tier2 Engineer.Scientist                  187000
## 14556   FAANG Engineer.Scientist                  540000
## 14559   FAANG Engineer.Scientist                  472000
## 14561   FAANG Engineer.Scientist                  237000
## 14567   FAANG Engineer.Scientist                  142000
## 14568   FAANG Engineer.Scientist                  500000
## 14573   FAANG Engineer.Scientist                  390000
## 14583   Other Engineer.Scientist                  393000
## 14585   Tier2 Engineer.Scientist                   94000
## 14586   FAANG          BUSI.MGMT                  169000
## 14589   Other Engineer.Scientist                  245000
## 14593   Other Engineer.Scientist                  720000
## 14595   Tier2 Engineer.Scientist                  178000
## 14596   Tier2          BUSI.MGMT                  235000
## 14597   FAANG Engineer.Scientist                  149000
## 14604   Other Engineer.Scientist                  115000
## 14615   Other Engineer.Scientist                  172000
## 14621   Tier2 Engineer.Scientist                  490000
## 14623   Other Engineer.Scientist                  300000
## 14626   Other Engineer.Scientist                  150000
## 14628   FAANG              Other                  350000
## 14631   Tier2 Engineer.Scientist                  366000
## 14633   Other Engineer.Scientist                  146000
## 14639   FAANG Engineer.Scientist                  264000
## 14640   Tier2 Engineer.Scientist                  152000
## 14645   FAANG          BUSI.MGMT                  208000
## 14650   Other Engineer.Scientist                  101000
## 14654   Other Engineer.Scientist                  115000
## 14663   Tier2 Engineer.Scientist                  220000
## 14667   Tier2 Engineer.Scientist                  205000
## 14674   Tier2 Engineer.Scientist                  227000
## 14675   Other          BUSI.MGMT                  274000
## 14679   FAANG Engineer.Scientist                  333000
## 14682   Other          BUSI.MGMT                  423000
## 14683   FAANG Engineer.Scientist                  275000
## 14685   Tier2 Engineer.Scientist                   83000
## 14686   Other Engineer.Scientist                  200000
## 14687   Other Engineer.Scientist                  295000
## 14689   Other Engineer.Scientist                  160000
## 14691   Other Engineer.Scientist                  450000
## 14701   Other Engineer.Scientist                   94000
## 14706   FAANG Engineer.Scientist                  308000
## 14708   Tier2 Engineer.Scientist                  245000
## 14710   Tier2 Engineer.Scientist                  105000
## 14713   Other Engineer.Scientist                  184000
## 14714   Other Engineer.Scientist                  200000
## 14715   FAANG Engineer.Scientist                  200000
## 14718   FAANG Engineer.Scientist                  275000
## 14719   Tier2 Engineer.Scientist                  187000
## 14721   Other Engineer.Scientist                  169000
## 14725   FAANG Engineer.Scientist                  368000
## 14726   FAANG Engineer.Scientist                  247000
## 14728   FAANG Engineer.Scientist                  278000
## 14731   Other Engineer.Scientist                  363000
## 14734   Other              Other                   72000
## 14735   Other Engineer.Scientist                  285000
## 14739   FAANG Engineer.Scientist                  305000
## 14741   Tier2 Engineer.Scientist                  290000
## 14742   Tier2 Engineer.Scientist                  328000
## 14743   FAANG Engineer.Scientist                  225000
## 14744   Tier2 Engineer.Scientist                  258000
## 14745   Tier2 Engineer.Scientist                  245000
## 14757   Other Engineer.Scientist                  580000
## 14761   Tier2 Engineer.Scientist                  333000
## 14763   FAANG Engineer.Scientist                  280000
## 14765   Other Engineer.Scientist                  181000
## 14766   Tier2 Engineer.Scientist                  245000
## 14771   Tier2 Engineer.Scientist                  140000
## 14777   Other Engineer.Scientist                  135000
## 14779   FAANG Engineer.Scientist                  260000
## 14785   FAANG Engineer.Scientist                   96000
## 14786   FAANG Engineer.Scientist                  169000
## 14787   Tier2 Engineer.Scientist                  110000
## 14790   Other Engineer.Scientist                  500000
## 14793   Tier2 Engineer.Scientist                  271000
## 14805   Other Engineer.Scientist                  237000
## 14807   Tier2 Engineer.Scientist                  125000
## 14816   FAANG Engineer.Scientist                  141000
## 14817   Tier2 Engineer.Scientist                  245000
## 14822   Other Engineer.Scientist                  228000
## 14828   Tier2 Engineer.Scientist                  201000
## 14830   Other Engineer.Scientist                  400000
## 14833   FAANG Engineer.Scientist                  400000
## 14839   Other Engineer.Scientist                   85000
## 14840   Tier2 Engineer.Scientist                  168000
## 14841   FAANG Engineer.Scientist                  132000
## 14846   FAANG Engineer.Scientist                  323000
## 14853   Tier2 Engineer.Scientist                  131000
## 14859   Tier2 Engineer.Scientist                  139000
## 14864   FAANG Engineer.Scientist                  200000
## 14866   Tier2 Engineer.Scientist                  230000
## 14867   Other          BUSI.MGMT                  200000
## 14875   FAANG Engineer.Scientist                  230000
## 14876   Other Engineer.Scientist                  173000
## 14877   Other Engineer.Scientist                  136000
## 14887   Other Engineer.Scientist                   68000
## 14888   Tier2          BUSI.MGMT                  247000
## 14889   Other Engineer.Scientist                  230000
## 14900   FAANG Engineer.Scientist                  277000
## 14904   Other Engineer.Scientist                  467000
## 14914   FAANG Engineer.Scientist                  676000
## 14916   Tier2 Engineer.Scientist                  173000
## 14918   Other Engineer.Scientist                   86000
## 14928   Other Engineer.Scientist                  337000
## 14929   Other          BUSI.MGMT                  330000
## 14930   Other Engineer.Scientist                  190000
## 14947   FAANG Engineer.Scientist                  380000
## 14948   Tier2 Engineer.Scientist                  200000
## 14949   Tier2 Engineer.Scientist                  183000
## 14950   FAANG Engineer.Scientist                  290000
## 14963   Other Engineer.Scientist                  230000
## 14966   FAANG Engineer.Scientist                  218000
## 14967   Other Engineer.Scientist                  240000
## 14968   FAANG Engineer.Scientist                  193000
## 14969   Tier2              Other                  195000
## 14972   Other Engineer.Scientist                  235000
## 14977   FAANG Engineer.Scientist                  313000
## 14983   FAANG Engineer.Scientist                  140000
## 14999   FAANG Engineer.Scientist                  200000
## 15003   Tier2 Engineer.Scientist                  113000
## 15004   Tier2 Engineer.Scientist                  148000
## 15011   FAANG Engineer.Scientist                  315000
## 15020   Other Engineer.Scientist                  423000
## 15026   FAANG Engineer.Scientist                  148000
## 15027   Other Engineer.Scientist                  428000
## 15030   Other Engineer.Scientist                  318000
## 15035   Tier2 Engineer.Scientist                  250000
## 15037   Other Engineer.Scientist                  355000
## 15038   FAANG Engineer.Scientist                  301000
## 15039   Tier2 Engineer.Scientist                  480000
## 15049   FAANG Engineer.Scientist                  189000
## 15051   FAANG Engineer.Scientist                  294000
## 15058   Tier2          BUSI.MGMT                  250000
## 15060   FAANG Engineer.Scientist                  261000
## 15062   Tier2 Engineer.Scientist                  301000
## 15063   Tier2 Engineer.Scientist                  203000
## 15065   Tier2              Other                  109000
## 15066   FAANG Engineer.Scientist                  200000
## 15072   FAANG Engineer.Scientist                  205000
## 15078   FAANG Engineer.Scientist                  500000
## 15083   Tier2 Engineer.Scientist                  175000
## 15088   Tier2 Engineer.Scientist                  160000
## 15102   FAANG Engineer.Scientist                  285000
## 15103   Tier2              Other                  134000
## 15106   FAANG Engineer.Scientist                  225000
## 15107   Other Engineer.Scientist                  600000
## 15109   Tier2 Engineer.Scientist                  242000
## 15123   Tier2 Engineer.Scientist                  190000
## 15130   Other Engineer.Scientist                  243000
## 15135   Other Engineer.Scientist                  185000
## 15137   Tier2 Engineer.Scientist                  275000
## 15139   Other              Other                  122000
## 15142   Tier2 Engineer.Scientist                  700000
## 15146   Other Engineer.Scientist                  170000
## 15148   Tier2 Engineer.Scientist                  142000
## 15151   FAANG Engineer.Scientist                  230000
## 15156   Tier2 Engineer.Scientist                  160000
## 15161   Tier2 Engineer.Scientist                  215000
## 15162   FAANG Engineer.Scientist                  300000
## 15163   Tier2 Engineer.Scientist                  260000
## 15165   Tier2 Engineer.Scientist                  164000
## 15168   FAANG Engineer.Scientist                  296000
## 15171   Other Engineer.Scientist                  210000
## 15187   Tier2 Engineer.Scientist                  486000
## 15188   Other Engineer.Scientist                  225000
## 15190   Tier2 Engineer.Scientist                  330000
## 15192   Other Engineer.Scientist                  130000
## 15196   Tier2 Engineer.Scientist                  250000
## 15210   Other Engineer.Scientist                  150000
## 15212   FAANG Engineer.Scientist                  185000
## 15225   Tier2 Engineer.Scientist                  165000
## 15226   Other          BUSI.MGMT                  170000
## 15229   Tier2 Engineer.Scientist                  230000
## 15230   Other          BUSI.MGMT                  195000
## 15232   Other Engineer.Scientist                  250000
## 15233   FAANG Engineer.Scientist                  550000
## 15239   Tier2 Engineer.Scientist                  185000
## 15259   FAANG Engineer.Scientist                  313000
## 15260   FAANG Engineer.Scientist                  313000
## 15262   FAANG Engineer.Scientist                  200000
## 15266   Tier2 Engineer.Scientist                  215000
## 15267   FAANG          BUSI.MGMT                  240000
## 15269   FAANG Engineer.Scientist                  239000
## 15270   Tier2 Engineer.Scientist                  215000
## 15272   FAANG Engineer.Scientist                  145000
## 15274   FAANG Engineer.Scientist                  270000
## 15276   FAANG Engineer.Scientist                  776000
## 15286   Tier2 Engineer.Scientist                  200000
## 15287   Tier2 Engineer.Scientist                  243000
## 15288   Tier2 Engineer.Scientist                  369000
## 15290   FAANG Engineer.Scientist                  280000
## 15295   Other Engineer.Scientist                  200000
## 15299   FAANG Engineer.Scientist                  165000
## 15303   Tier2 Engineer.Scientist                  145000
## 15304   Other Engineer.Scientist                  350000
## 15306   FAANG Engineer.Scientist                  231000
## 15308   FAANG Engineer.Scientist                  308000
## 15310   Other Engineer.Scientist                  200000
## 15313   FAANG Engineer.Scientist                  260000
## 15316   Other Engineer.Scientist                   88000
## 15317   Tier2 Engineer.Scientist                  170000
## 15321   Other          BUSI.MGMT                  217000
## 15328   FAANG Engineer.Scientist                  400000
## 15330   FAANG              Other                  750000
## 15331   FAANG Engineer.Scientist                  225000
## 15332   Tier2 Engineer.Scientist                  185000
## 15338   Tier2 Engineer.Scientist                  159000
## 15341   Other Engineer.Scientist                  198000
## 15343   Tier2 Engineer.Scientist                  210000
## 15344   Tier2 Engineer.Scientist                  132000
## 15349   Tier2 Engineer.Scientist                  151000
## 15353   Other Engineer.Scientist                  127000
## 15354   FAANG Engineer.Scientist                  217000
## 15356   Tier2 Engineer.Scientist                  300000
## 15358   Tier2 Engineer.Scientist                  165000
## 15360   Tier2 Engineer.Scientist                  235000
## 15364   FAANG Engineer.Scientist                  450000
## 15369   Tier2 Engineer.Scientist                  148000
## 15371   FAANG          BUSI.MGMT                  140000
## 15377   Tier2 Engineer.Scientist                  175000
## 15384   Other Engineer.Scientist                  298000
## 15392   Tier2 Engineer.Scientist                  164000
## 15395   Tier2 Engineer.Scientist                  156000
## 15403   Other Engineer.Scientist                  250000
## 15406   Tier2 Engineer.Scientist                  165000
## 15413   Tier2 Engineer.Scientist                  335000
## 15422   FAANG Engineer.Scientist                  499000
## 15424   FAANG Engineer.Scientist                  236000
## 15427   Other Engineer.Scientist                  225000
## 15432   Tier2 Engineer.Scientist                  481000
## 15436   Other Engineer.Scientist                  190000
## 15438   Tier2 Engineer.Scientist                  175000
## 15445   Tier2 Engineer.Scientist                  108000
## 15452   Tier2 Engineer.Scientist                  223000
## 15453   Other Engineer.Scientist                  256000
## 15454   Tier2 Engineer.Scientist                  180000
## 15462   FAANG Engineer.Scientist                  240000
## 15463   Tier2 Engineer.Scientist                  215000
## 15465   FAANG Engineer.Scientist                  365000
## 15472   Tier2 Engineer.Scientist                  119000
## 15474   Tier2          BUSI.MGMT                  220000
## 15477   Other Engineer.Scientist                  205000
## 15478   FAANG Engineer.Scientist                  233000
## 15479   FAANG          BUSI.MGMT                  180000
## 15489   Other Engineer.Scientist                  108000
## 15491   FAANG Engineer.Scientist                  334000
## 15496   Tier2 Engineer.Scientist                  267000
## 15499   Tier2 Engineer.Scientist                  220000
## 15500   FAANG Engineer.Scientist                  490000
## 15516   Other Engineer.Scientist                   19000
## 15517   Other Engineer.Scientist                  206000
## 15522   Other Engineer.Scientist                  176000
## 15523   Tier2          BUSI.MGMT                  202000
## 15524   Other Engineer.Scientist                  235000
## 15539   Other Engineer.Scientist                  420000
## 15541   Tier2 Engineer.Scientist                  184000
## 15549   Tier2 Engineer.Scientist                  278000
## 15555   FAANG Engineer.Scientist                  227000
## 15560   Other Engineer.Scientist                  270000
## 15569   FAANG Engineer.Scientist                  259000
## 15570   FAANG Engineer.Scientist                  200000
## 15571   FAANG Engineer.Scientist                  161000
## 15573   FAANG Engineer.Scientist                  470000
## 15575   Other              Other                  477000
## 15577   Other          BUSI.MGMT                  217000
## 15578   Other Engineer.Scientist                  158000
## 15579   Other Engineer.Scientist                  220000
## 15587   Other Engineer.Scientist                  190000
## 15591   Tier2 Engineer.Scientist                  215000
## 15594   Other Engineer.Scientist                  191000
## 15595   Tier2 Engineer.Scientist                  180000
## 15597   Tier2 Engineer.Scientist                  140000
## 15604   Tier2 Engineer.Scientist                  160000
## 15606   FAANG          BUSI.MGMT                  250000
## 15611   FAANG Engineer.Scientist                  125000
## 15614   Other          BUSI.MGMT                  430000
## 15615   FAANG Engineer.Scientist                  202000
## 15617   Tier2 Engineer.Scientist                  209000
## 15618   FAANG Engineer.Scientist                  215000
## 15622   Other Engineer.Scientist                   76000
## 15623   FAANG Engineer.Scientist                  293000
## 15625   Other Engineer.Scientist                  221000
## 15626   FAANG Engineer.Scientist                  387000
## 15627   Tier2 Engineer.Scientist                  344000
## 15630   Other Engineer.Scientist                  420000
## 15633   FAANG Engineer.Scientist                  235000
## 15634   Tier2 Engineer.Scientist                  217000
## 15636   Tier2              Other                  340000
## 15637   Tier2 Engineer.Scientist                  367000
## 15640   Other Engineer.Scientist                  177000
## 15641   Tier2              Other                  250000
## 15646   FAANG Engineer.Scientist                  213000
## 15649   FAANG Engineer.Scientist                  337000
## 15656   Tier2 Engineer.Scientist                  167000
## 15661   Tier2 Engineer.Scientist                  115000
## 15662   Tier2 Engineer.Scientist                  310000
## 15668   Tier2 Engineer.Scientist                  205000
## 15671   FAANG Engineer.Scientist                  560000
## 15672   FAANG Engineer.Scientist                  250000
## 15676   Tier2 Engineer.Scientist                  136000
## 15678   Other Engineer.Scientist                  270000
## 15681   Other              Other                  127000
## 15685   Other Engineer.Scientist                  185000
## 15686   FAANG Engineer.Scientist                  206000
## 15689   Tier2 Engineer.Scientist                  228000
## 15695   Tier2 Engineer.Scientist                  290000
## 15696   Other Engineer.Scientist                  135000
## 15701   Tier2 Engineer.Scientist                  110000
## 15704   Other Engineer.Scientist                  291000
## 15707   Tier2 Engineer.Scientist                  320000
## 15709   Tier2 Engineer.Scientist                  126000
## 15710   Tier2 Engineer.Scientist                  190000
## 15711   FAANG Engineer.Scientist                  400000
## 15712   Tier2 Engineer.Scientist                  187000
## 15714   Tier2 Engineer.Scientist                  162000
## 15720   FAANG          BUSI.MGMT                  269000
## 15724   Tier2 Engineer.Scientist                  222000
## 15727   Other Engineer.Scientist                  315000
## 15730   FAANG Engineer.Scientist                  250000
## 15732   Other Engineer.Scientist                   45000
## 15739   Tier2 Engineer.Scientist                  219000
## 15740   FAANG Engineer.Scientist                  220000
## 15743   Tier2 Engineer.Scientist                  144000
## 15744   FAANG Engineer.Scientist                  284000
## 15751   FAANG Engineer.Scientist                  352000
## 15756   Other Engineer.Scientist                   86000
## 15758   Tier2 Engineer.Scientist                  146000
## 15761   Tier2 Engineer.Scientist                  108000
## 15762   Other Engineer.Scientist                  133000
## 15770   FAANG Engineer.Scientist                  194000
## 15776   Tier2 Engineer.Scientist                  464000
## 15785   Tier2 Engineer.Scientist                  159000
## 15786   Other Engineer.Scientist                  250000
## 15787   FAANG Engineer.Scientist                  280000
## 15792   Tier2 Engineer.Scientist                  298000
## 15793   Other Engineer.Scientist                  250000
## 15794   Tier2 Engineer.Scientist                  174000
## 15796   FAANG Engineer.Scientist                  260000
## 15800   Tier2 Engineer.Scientist                  450000
## 15802   Other Engineer.Scientist                  203000
## 15807   FAANG Engineer.Scientist                  145000
## 15809   Other Engineer.Scientist                  546000
## 15818   Other Engineer.Scientist                  195000
## 15821   Tier2          BUSI.MGMT                  181000
## 15825   Tier2          BUSI.MGMT                  236000
## 15828   FAANG Engineer.Scientist                  220000
## 15831   Other          BUSI.MGMT                  297000
## 15834   Other Engineer.Scientist                   83000
## 15835   Tier2 Engineer.Scientist                  148000
## 15837   FAANG Engineer.Scientist                  460000
## 15840   Tier2 Engineer.Scientist                  360000
## 15847   Other Engineer.Scientist                  400000
## 15848   FAANG Engineer.Scientist                  147000
## 15852   Other Engineer.Scientist                  110000
## 15861   Tier2          BUSI.MGMT                  194000
## 15866   Tier2 Engineer.Scientist                  160000
## 15867   FAANG          BUSI.MGMT                  168000
## 15870   Tier2 Engineer.Scientist                  155000
## 15873   Tier2 Engineer.Scientist                  130000
## 15877   FAANG Engineer.Scientist                  540000
## 15879   FAANG Engineer.Scientist                  290000
## 15892   FAANG          BUSI.MGMT                  250000
## 15896   FAANG Engineer.Scientist                  233000
## 15897   Other Engineer.Scientist                  270000
## 15899   Tier2 Engineer.Scientist                  134000
## 15901   Other Engineer.Scientist                  220000
## 15912   Tier2 Engineer.Scientist                  161000
## 15913   FAANG Engineer.Scientist                  315000
## 15914   Tier2 Engineer.Scientist                  150000
## 15915   FAANG Engineer.Scientist                  170000
## 15924   Other Engineer.Scientist                  260000
## 15925   Tier2 Engineer.Scientist                  158000
## 15932   Tier2 Engineer.Scientist                  425000
## 15933   Tier2 Engineer.Scientist                   84000
## 15935   Tier2 Engineer.Scientist                  140000
## 15940   Other Engineer.Scientist                   41000
## 15943   FAANG Engineer.Scientist                  200000
## 15945   FAANG Engineer.Scientist                  140000
## 15947   FAANG          BUSI.MGMT                  342000
## 15950   Tier2 Engineer.Scientist                  105000
## 15954   Tier2          BUSI.MGMT                  131000
## 15956   Other Engineer.Scientist                  100000
## 15957   Tier2 Engineer.Scientist                  198000
## 15962   Tier2 Engineer.Scientist                  155000
## 15963   FAANG Engineer.Scientist                  560000
## 15968   Other Engineer.Scientist                  600000
## 15971   Tier2 Engineer.Scientist                  286000
## 15972   Other          BUSI.MGMT                  375000
## 15973   FAANG Engineer.Scientist                  230000
## 15974   Other Engineer.Scientist                   97000
## 15975   Tier2 Engineer.Scientist                  128000
## 15979   Other Engineer.Scientist                   90000
## 15981   Tier2 Engineer.Scientist                  217000
## 15983   FAANG          BUSI.MGMT                  222000
## 15984   Other Engineer.Scientist                  120000
## 15985   Tier2 Engineer.Scientist                  163000
## 15987   Tier2 Engineer.Scientist                  165000
## 15992   Tier2 Engineer.Scientist                  700000
## 15993   FAANG Engineer.Scientist                  178000
## 15996   Other Engineer.Scientist                  240000
## 15999   FAANG Engineer.Scientist                  575000
## 16003   Other Engineer.Scientist                  140000
## 16016   FAANG          BUSI.MGMT                  290000
## 16020   Other Engineer.Scientist                  150000
## 16022   FAANG Engineer.Scientist                  802000
## 16023   Other Engineer.Scientist                  282000
## 16026   Tier2 Engineer.Scientist                  200000
## 16027   Tier2 Engineer.Scientist                  121000
## 16028   Other Engineer.Scientist                  282000
## 16035   Tier2 Engineer.Scientist                  138000
## 16038   Tier2 Engineer.Scientist                  188000
## 16041   Tier2 Engineer.Scientist                  300000
## 16045   FAANG          BUSI.MGMT                  294000
## 16050   Other Engineer.Scientist                  270000
## 16051   FAANG Engineer.Scientist                  550000
## 16052   Other Engineer.Scientist                  153000
## 16053   FAANG              Other                  250000
## 16061   FAANG Engineer.Scientist                  700000
## 16063   FAANG Engineer.Scientist                  272000
## 16065   Other Engineer.Scientist                  216000
## 16068   Other Engineer.Scientist                  140000
## 16069   FAANG Engineer.Scientist                  277000
## 16086   Other Engineer.Scientist                  350000
## 16087   Other Engineer.Scientist                   46000
## 16096   FAANG          BUSI.MGMT                 1300000
## 16098   Other Engineer.Scientist                  300000
## 16112   FAANG Engineer.Scientist                  240000
## 16113   Tier2 Engineer.Scientist                  155000
## 16115   Other Engineer.Scientist                  258000
## 16119   FAANG Engineer.Scientist                  146000
## 16140   FAANG Engineer.Scientist                  189000
## 16146   Other Engineer.Scientist                  280000
## 16149   Tier2 Engineer.Scientist                  192000
## 16150   FAANG          BUSI.MGMT                  220000
## 16152   FAANG Engineer.Scientist                  158000
## 16156   Other Engineer.Scientist                  150000
## 16160   Tier2 Engineer.Scientist                  339000
## 16171   FAANG Engineer.Scientist                  170000
## 16179   Other Engineer.Scientist                  177000
## 16180   Tier2 Engineer.Scientist                  193000
## 16183   Tier2 Engineer.Scientist                  185000
## 16184   Tier2 Engineer.Scientist                  280000
## 16185   Tier2 Engineer.Scientist                  161000
## 16194   FAANG Engineer.Scientist                  121000
## 16205   Tier2 Engineer.Scientist                  235000
## 16208   Other Engineer.Scientist                  165000
## 16212   Other Engineer.Scientist                  419000
## 16220   FAANG Engineer.Scientist                  210000
## 16221   Tier2 Engineer.Scientist                  157000
## 16223   Other Engineer.Scientist                  280000
## 16228   Other Engineer.Scientist                  150000
## 16233   FAANG Engineer.Scientist                  205000
## 16236   Tier2 Engineer.Scientist                  111000
## 16243   Other Engineer.Scientist                  160000
## 16244   Tier2 Engineer.Scientist                  250000
## 16247   Other Engineer.Scientist                  216000
## 16249   Other Engineer.Scientist                  157000
## 16253   Tier2 Engineer.Scientist                  165000
## 16254   Tier2 Engineer.Scientist                   81000
## 16255   Other Engineer.Scientist                  215000
## 16256   Tier2 Engineer.Scientist                  181000
## 16258   Tier2 Engineer.Scientist                  194000
## 16261   FAANG Engineer.Scientist                  240000
## 16262   Other Engineer.Scientist                  125000
## 16267   Other Engineer.Scientist                  672000
## 16268   Tier2 Engineer.Scientist                  190000
## 16272   Other Engineer.Scientist                  135000
## 16276   FAANG          BUSI.MGMT                  250000
## 16278   Other Engineer.Scientist                  232000
## 16281   FAANG              Other                  205000
## 16294   FAANG Engineer.Scientist                  170000
## 16302   Other Engineer.Scientist                  230000
## 16315   FAANG Engineer.Scientist                  397000
## 16317   Tier2 Engineer.Scientist                  204000
## 16326   FAANG Engineer.Scientist                  430000
## 16327   Tier2 Engineer.Scientist                  420000
## 16334   Other Engineer.Scientist                  220000
## 16342   Tier2 Engineer.Scientist                  200000
## 16366   Other Engineer.Scientist                  205000
## 16369   FAANG Engineer.Scientist                  242000
## 16373   FAANG Engineer.Scientist                  219000
## 16379   Tier2 Engineer.Scientist                  122000
## 16382   FAANG Engineer.Scientist                  255000
## 16390   FAANG Engineer.Scientist                  483000
## 16394   Tier2 Engineer.Scientist                  160000
## 16402   Tier2 Engineer.Scientist                   37000
## 16403   Other Engineer.Scientist                  450000
## 16412   Tier2 Engineer.Scientist                  180000
## 16426   FAANG Engineer.Scientist                  451000
## 16430   Tier2 Engineer.Scientist                  170000
## 16435   FAANG          BUSI.MGMT                  514000
## 16436   FAANG Engineer.Scientist                  200000
## 16442   Tier2 Engineer.Scientist                  230000
## 16452   Tier2              Other                  197000
## 16457   Tier2 Engineer.Scientist                  156000
## 16458   Other Engineer.Scientist                  208000
## 16462   Tier2 Engineer.Scientist                  120000
## 16463   Other          BUSI.MGMT                  450000
## 16467   Other Engineer.Scientist                  175000
## 16469   Tier2 Engineer.Scientist                  104000
## 16472   Other Engineer.Scientist                  184000
## 16481   Other Engineer.Scientist                  170000
## 16484   FAANG Engineer.Scientist                  210000
## 16485   Tier2 Engineer.Scientist                  179000
## 16489   FAANG Engineer.Scientist                  270000
## 16491   Tier2 Engineer.Scientist                  168000
## 16495   Tier2 Engineer.Scientist                  233000
## 16498   Tier2 Engineer.Scientist                  168000
## 16502   Tier2 Engineer.Scientist                   77000
## 16509   Other Engineer.Scientist                  155000
## 16513   Tier2 Engineer.Scientist                   64000
## 16516   Other Engineer.Scientist                  210000
## 16521   FAANG Engineer.Scientist                  250000
## 16522   Other          BUSI.MGMT                  245000
## 16524   Tier2 Engineer.Scientist                  192000
## 16530   Other Engineer.Scientist                  100000
## 16537   Tier2 Engineer.Scientist                  130000
## 16538   Tier2 Engineer.Scientist                  300000
## 16541   FAANG Engineer.Scientist                  346000
## 16542   Tier2 Engineer.Scientist                  124000
## 16543   FAANG Engineer.Scientist                  230000
## 16546   Other Engineer.Scientist                  285000
## 16548   Other Engineer.Scientist                   55000
## 16557   Other Engineer.Scientist                  412000
## 16571   Tier2 Engineer.Scientist                  184000
## 16573   Tier2          BUSI.MGMT                  155000
## 16575   FAANG Engineer.Scientist                  345000
## 16580   Tier2 Engineer.Scientist                  169000
## 16582   Tier2 Engineer.Scientist                  290000
## 16583   Other Engineer.Scientist                  200000
## 16584   Tier2 Engineer.Scientist                  176000
## 16589   Tier2 Engineer.Scientist                   40000
## 16591   Tier2 Engineer.Scientist                  173000
## 16593   Other Engineer.Scientist                   80000
## 16596   Tier2 Engineer.Scientist                  270000
## 16603   FAANG Engineer.Scientist                  377000
## 16608   Other Engineer.Scientist                  266000
## 16609   Other Engineer.Scientist                  105000
## 16611   Tier2 Engineer.Scientist                  168000
## 16618   Tier2          BUSI.MGMT                  430000
## 16622   Other Engineer.Scientist                  196000
## 16633   Tier2 Engineer.Scientist                  222000
## 16635   Other Engineer.Scientist                  109000
## 16636   FAANG Engineer.Scientist                  420000
## 16637   FAANG              Other                  195000
## 16640   FAANG Engineer.Scientist                  268000
## 16643   FAANG Engineer.Scientist                  233000
## 16646   Tier2 Engineer.Scientist                  144000
## 16648   FAANG Engineer.Scientist                  164000
## 16650   FAANG Engineer.Scientist                  251000
## 16655   Other Engineer.Scientist                  115000
## 16657   Tier2          BUSI.MGMT                  169000
## 16660   Tier2 Engineer.Scientist                  126000
## 16662   FAANG Engineer.Scientist                   76000
## 16669   Other Engineer.Scientist                  450000
## 16670   FAANG          BUSI.MGMT                  201000
## 16672   Tier2 Engineer.Scientist                  158000
## 16673   FAANG Engineer.Scientist                  189000
## 16676   Tier2 Engineer.Scientist                  450000
## 16683   Other Engineer.Scientist                  195000
## 16684   Tier2 Engineer.Scientist                  292000
## 16687   FAANG Engineer.Scientist                  139000
## 16688   FAANG              Other                  196000
## 16690   Tier2 Engineer.Scientist                  218000
## 16691   Tier2 Engineer.Scientist                  526000
## 16692   Tier2 Engineer.Scientist                  249000
## 16696   Tier2 Engineer.Scientist                  222000
## 16700   Tier2 Engineer.Scientist                  150000
## 16701   Other Engineer.Scientist                  265000
## 16710   Other Engineer.Scientist                  395000
## 16711   FAANG              Other                  127000
## 16713   Other Engineer.Scientist                  225000
## 16714   FAANG          BUSI.MGMT                  300000
## 16717   Other              Other                  163000
## 16720   Other Engineer.Scientist                   99000
## 16722   Other Engineer.Scientist                   63000
## 16729   FAANG Engineer.Scientist                  602000
## 16734   Tier2 Engineer.Scientist                  163000
## 16741   Other Engineer.Scientist                   68000
## 16746   Other Engineer.Scientist                   41000
## 16747   Other Engineer.Scientist                   90000
## 16748   Other Engineer.Scientist                   44000
## 16757   Other          BUSI.MGMT                  195000
## 16758   Other          BUSI.MGMT                  250000
## 16759   Other Engineer.Scientist                   84000
## 16762   Tier2          BUSI.MGMT                   32000
## 16764   Other Engineer.Scientist                   81000
## 16771   Other Engineer.Scientist                  336000
## 16779   Other Engineer.Scientist                  246000
## 16780   Tier2 Engineer.Scientist                  212000
## 16798   Other Engineer.Scientist                  118000
## 16799   Other Engineer.Scientist                  198000
## 16800   FAANG Engineer.Scientist                  400000
## 16822   FAANG Engineer.Scientist                  194000
## 16828   Other Engineer.Scientist                  250000
## 16834   Tier2 Engineer.Scientist                   70000
## 16835   FAANG Engineer.Scientist                  577000
## 16839   Other Engineer.Scientist                  263000
## 16841   Tier2 Engineer.Scientist                  320000
## 16845   Tier2 Engineer.Scientist                  217000
## 16847   Other          BUSI.MGMT                  135000
## 16858   Tier2 Engineer.Scientist                  735000
## 16861   Other Engineer.Scientist                  429000
## 16865   Tier2 Engineer.Scientist                  249000
## 16870   Tier2 Engineer.Scientist                  332000
## 16872   Tier2 Engineer.Scientist                  265000
## 16879   Tier2 Engineer.Scientist                  290000
## 16880   Other Engineer.Scientist                  220000
## 16886   FAANG Engineer.Scientist                  200000
## 16890   Other Engineer.Scientist                  147000
## 16891   Other Engineer.Scientist                  159000
## 16893   Other          BUSI.MGMT                  240000
## 16907   Tier2 Engineer.Scientist                  368000
## 16909   FAANG Engineer.Scientist                 1200000
## 16914   Other Engineer.Scientist                  375000
## 16915   Other Engineer.Scientist                   58000
## 16919   FAANG Engineer.Scientist                  270000
## 16925   FAANG Engineer.Scientist                  197000
## 16936   Tier2              Other                  279000
## 16937   Other Engineer.Scientist                   82000
## 16941   Tier2              Other                   80000
## 16948   FAANG Engineer.Scientist                  220000
## 16964   Other Engineer.Scientist                  140000
## 16968   FAANG          BUSI.MGMT                  400000
## 16969   Tier2 Engineer.Scientist                  264000
## 16970   FAANG Engineer.Scientist                  300000
## 16976   FAANG          BUSI.MGMT                  216000
## 16978   FAANG Engineer.Scientist                  170000
## 16982   FAANG Engineer.Scientist                  116000
## 16983   Other Engineer.Scientist                  185000
## 16986   FAANG Engineer.Scientist                  150000
## 16987   Tier2 Engineer.Scientist                  211000
## 16990   Tier2 Engineer.Scientist                   57000
## 16991   FAANG Engineer.Scientist                  758000
## 16996   FAANG Engineer.Scientist                  159000
## 17001   FAANG              Other                  240000
## 17003   Other Engineer.Scientist                  267000
## 17009   FAANG          BUSI.MGMT                  600000
## 17010   Other Engineer.Scientist                  145000
## 17014   Tier2              Other                  150000
## 17015   Other Engineer.Scientist                  186000
## 17017   Tier2 Engineer.Scientist                  130000
## 17018   Tier2 Engineer.Scientist                  120000
## 17019   Tier2 Engineer.Scientist                  180000
## 17021   Tier2 Engineer.Scientist                  207000
## 17022   Other          BUSI.MGMT                  204000
## 17023   Other Engineer.Scientist                  250000
## 17025   Other Engineer.Scientist                  100000
## 17026   Tier2          BUSI.MGMT                  190000
## 17027   FAANG Engineer.Scientist                  338000
## 17041   Tier2 Engineer.Scientist                  426000
## 17047   FAANG Engineer.Scientist                  229000
## 17048   FAANG Engineer.Scientist                  104000
## 17051   Tier2 Engineer.Scientist                  130000
## 17055   FAANG Engineer.Scientist                  243000
## 17058   Other Engineer.Scientist                  279000
## 17067   FAANG Engineer.Scientist                  250000
## 17074   Tier2 Engineer.Scientist                  148000
## 17077   Tier2 Engineer.Scientist                  145000
## 17085   Other Engineer.Scientist                  160000
## 17090   Tier2 Engineer.Scientist                  332000
## 17095   Tier2 Engineer.Scientist                  209000
## 17097   Other Engineer.Scientist                  120000
## 17120   FAANG Engineer.Scientist                  365000
## 17122   Other Engineer.Scientist                  328000
## 17126   FAANG Engineer.Scientist                  406000
## 17142   Tier2 Engineer.Scientist                  212000
## 17146   Tier2 Engineer.Scientist                  230000
## 17147   Tier2 Engineer.Scientist                  133000
## 17149   Tier2 Engineer.Scientist                  275000
## 17150   FAANG Engineer.Scientist                  260000
## 17151   Tier2 Engineer.Scientist                  190000
## 17159   FAANG          BUSI.MGMT                  210000
## 17160   Tier2 Engineer.Scientist                  140000
## 17174   Other              Other                  200000
## 17178   FAANG Engineer.Scientist                  340000
## 17180   FAANG Engineer.Scientist                  228000
## 17182   Tier2 Engineer.Scientist                  180000
## 17187   Tier2 Engineer.Scientist                   80000
## 17195   Tier2 Engineer.Scientist                  470000
## 17200   FAANG Engineer.Scientist                  520000
## 17203   Tier2 Engineer.Scientist                  435000
## 17207   Other Engineer.Scientist                  303000
## 17208   FAANG Engineer.Scientist                  152000
## 17217   Other Engineer.Scientist                  230000
## 17219   Other Engineer.Scientist                  250000
## 17222   FAANG Engineer.Scientist                  380000
## 17226   FAANG          BUSI.MGMT                  245000
## 17228   Tier2 Engineer.Scientist                  118000
## 17235   Tier2 Engineer.Scientist                  630000
## 17244   FAANG Engineer.Scientist                  390000
## 17248   Other Engineer.Scientist                  175000
## 17250   Tier2          BUSI.MGMT                  202000
## 17257   FAANG Engineer.Scientist                  310000
## 17267   Tier2 Engineer.Scientist                  177000
## 17269   Other Engineer.Scientist                  805000
## 17284   Tier2 Engineer.Scientist                  266000
## 17294   Other Engineer.Scientist                  252000
## 17297   Other Engineer.Scientist                  135000
## 17301   Tier2 Engineer.Scientist                   46000
## 17302   Other Engineer.Scientist                  280000
## 17303   FAANG          BUSI.MGMT                   84000
## 17304   Other Engineer.Scientist                   90000
## 17310   Tier2 Engineer.Scientist                  190000
## 17313   Tier2 Engineer.Scientist                  238000
## 17314   Other          BUSI.MGMT                  560000
## 17325   FAANG Engineer.Scientist                  161000
## 17330   FAANG Engineer.Scientist                  420000
## 17331   FAANG Engineer.Scientist                  200000
## 17333   FAANG Engineer.Scientist                  625000
## 17337   Tier2 Engineer.Scientist                  517000
## 17338   Tier2 Engineer.Scientist                  188000
## 17345   FAANG Engineer.Scientist                  500000
## 17346   Other Engineer.Scientist                  300000
## 17353   Tier2 Engineer.Scientist                  180000
## 17355   FAANG Engineer.Scientist                  238000
## 17357   Tier2 Engineer.Scientist                  153000
## 17364   Other Engineer.Scientist                  300000
## 17371   Other Engineer.Scientist                  160000
## 17375   Other Engineer.Scientist                  180000
## 17377   Tier2 Engineer.Scientist                  180000
## 17378   Other Engineer.Scientist                  135000
## 17384   Other Engineer.Scientist                  120000
## 17385   Tier2 Engineer.Scientist                  185000
## 17386   Tier2 Engineer.Scientist                  150000
## 17393   Other Engineer.Scientist                  210000
## 17399   Tier2 Engineer.Scientist                  315000
## 17400   FAANG Engineer.Scientist                  234000
## 17401   Other Engineer.Scientist                  265000
## 17404   Tier2 Engineer.Scientist                  118000
## 17407   Tier2 Engineer.Scientist                  177000
## 17410   FAANG Engineer.Scientist                  515000
## 17417   Tier2 Engineer.Scientist                  142000
## 17431   Tier2 Engineer.Scientist                  256000
## 17432   Other Engineer.Scientist                   83000
## 17441   Other Engineer.Scientist                  124000
## 17444   Tier2 Engineer.Scientist                  207000
## 17445   Other Engineer.Scientist                  116000
## 17448   Tier2 Engineer.Scientist                  231000
## 17449   Tier2 Engineer.Scientist                  400000
## 17457   FAANG Engineer.Scientist                  225000
## 17461   Tier2 Engineer.Scientist                  203000
## 17463   Tier2 Engineer.Scientist                  110000
## 17468   Other Engineer.Scientist                  141000
## 17470   FAANG Engineer.Scientist                  259000
## 17492   FAANG          BUSI.MGMT                  227000
## 17495   FAANG Engineer.Scientist                  300000
## 17498   Other              Other                  150000
## 17502   Tier2 Engineer.Scientist                  150000
## 17505   Tier2 Engineer.Scientist                  235000
## 17509   Tier2 Engineer.Scientist                  198000
## 17510   FAANG          BUSI.MGMT                  260000
## 17512   FAANG Engineer.Scientist                  530000
## 17513   Other Engineer.Scientist                  200000
## 17514   FAANG Engineer.Scientist                  530000
## 17519   FAANG Engineer.Scientist                  367000
## 17520   FAANG Engineer.Scientist                  325000
## 17521   Tier2 Engineer.Scientist                  330000
## 17531   Other Engineer.Scientist                  200000
## 17532   Tier2 Engineer.Scientist                  235000
## 17534   FAANG          BUSI.MGMT                  200000
## 17538   Tier2 Engineer.Scientist                  135000
## 17540   Other Engineer.Scientist                  280000
## 17544   Tier2 Engineer.Scientist                  155000
## 17547   Tier2 Engineer.Scientist                   51000
## 17553   FAANG Engineer.Scientist                  488000
## 17562   Tier2 Engineer.Scientist                  145000
## 17563   Tier2 Engineer.Scientist                  325000
## 17573   Tier2 Engineer.Scientist                  114000
## 17577   Tier2              Other                  175000
## 17579   Other Engineer.Scientist                  275000
## 17591   FAANG Engineer.Scientist                  200000
## 17594   Tier2 Engineer.Scientist                  221000
## 17599   FAANG Engineer.Scientist                  300000
## 17602   Tier2 Engineer.Scientist                  161000
## 17603   Other          BUSI.MGMT                  150000
## 17604   FAANG Engineer.Scientist                  120000
## 17620   Tier2          BUSI.MGMT                  194000
## 17621   FAANG Engineer.Scientist                  240000
## 17628   Other Engineer.Scientist                  200000
## 17635   Tier2 Engineer.Scientist                  132000
## 17637   Tier2 Engineer.Scientist                  135000
## 17650   Other          BUSI.MGMT                  180000
## 17651   FAANG          BUSI.MGMT                  325000
## 17653   FAANG Engineer.Scientist                  297000
## 17656   Tier2 Engineer.Scientist                  223000
## 17658   FAANG Engineer.Scientist                  228000
## 17660   Tier2 Engineer.Scientist                  130000
## 17664   Tier2 Engineer.Scientist                  190000
## 17667   Tier2 Engineer.Scientist                  178000
## 17682   FAANG Engineer.Scientist                  217000
## 17684   FAANG Engineer.Scientist                  247000
## 17687   Other Engineer.Scientist                  210000
## 17702   FAANG Engineer.Scientist                  347000
## 17703   Tier2              Other                  155000
## 17715   FAANG Engineer.Scientist                  357000
## 17719   FAANG Engineer.Scientist                  267000
## 17723   FAANG          BUSI.MGMT                  300000
## 17727   FAANG Engineer.Scientist                  165000
## 17744   Tier2 Engineer.Scientist                  175000
## 17746   Tier2 Engineer.Scientist                  408000
## 17752   FAANG Engineer.Scientist                  197000
## 17758   Tier2              Other                  146000
## 17760   Tier2 Engineer.Scientist                  138000
## 17764   FAANG Engineer.Scientist                  205000
## 17767   Other Engineer.Scientist                  224000
## 17769   Other Engineer.Scientist                  130000
## 17781   Other Engineer.Scientist                  294000
## 17784   FAANG Engineer.Scientist                  146000
## 17787   Tier2 Engineer.Scientist                  298000
## 17788   FAANG Engineer.Scientist                  273000
## 17792   Other Engineer.Scientist                  175000
## 17793   FAANG Engineer.Scientist                  280000
## 17796   Tier2 Engineer.Scientist                  585000
## 17797   Other Engineer.Scientist                  250000
## 17802   Other          BUSI.MGMT                  120000
## 17806   FAANG Engineer.Scientist                  260000
## 17810   Other Engineer.Scientist                  190000
## 17811   FAANG Engineer.Scientist                  249000
## 17814   Tier2 Engineer.Scientist                  350000
## 17819   Other Engineer.Scientist                  377000
## 17829   Tier2 Engineer.Scientist                  222000
## 17849   Other Engineer.Scientist                  483000
## 17851   Other Engineer.Scientist                  196000
## 17855   Other Engineer.Scientist                  260000
## 17857   FAANG Engineer.Scientist                  361000
## 17860   FAANG Engineer.Scientist                  380000
## 17861   Tier2 Engineer.Scientist                   64000
## 17863   Tier2 Engineer.Scientist                  142000
## 17866   Tier2 Engineer.Scientist                  168000
## 17869   FAANG Engineer.Scientist                  469000
## 17875   Tier2          BUSI.MGMT                  110000
## 17880   Tier2 Engineer.Scientist                  166000
## 17887   Tier2 Engineer.Scientist                  195000
## 17893   Tier2 Engineer.Scientist                  185000
## 17896   FAANG          BUSI.MGMT                  275000
## 17900   FAANG Engineer.Scientist                  278000
## 17909   Tier2 Engineer.Scientist                  235000
## 17910   Tier2 Engineer.Scientist                  144000
## 17912   Other Engineer.Scientist                  163000
## 17916   Other Engineer.Scientist                  426000
## 17925   Tier2 Engineer.Scientist                  214000
## 17927   FAANG Engineer.Scientist                  205000
## 17933   Tier2 Engineer.Scientist                  203000
## 17936   Other Engineer.Scientist                  193000
## 17938   Tier2 Engineer.Scientist                   86000
## 17944   Other Engineer.Scientist                  178000
## 17945   Other          BUSI.MGMT                  180000
## 17948   FAANG          BUSI.MGMT                  210000
## 17950   Tier2 Engineer.Scientist                  168000
## 17951   Other Engineer.Scientist                  180000
## 17956   Other Engineer.Scientist                  179000
## 17960   Other Engineer.Scientist                  384000
## 17962   FAANG Engineer.Scientist                  280000
## 17969   Tier2 Engineer.Scientist                  235000
## 17972   Other          BUSI.MGMT                  100000
## 17976   Other Engineer.Scientist                  108000
## 17979   Tier2 Engineer.Scientist                  165000
## 17980   Tier2 Engineer.Scientist                  230000
## 17987   Other Engineer.Scientist                  133000
## 17988   Other Engineer.Scientist                  142000
## 17990   Tier2          BUSI.MGMT                  130000
## 17992   Other Engineer.Scientist                  176000
## 17996   Tier2 Engineer.Scientist                  132000
## 17998   Tier2 Engineer.Scientist                  168000
## 18005   Tier2 Engineer.Scientist                  157000
## 18007   FAANG Engineer.Scientist                  420000
## 18008   Tier2          BUSI.MGMT                  300000
## 18013   Tier2 Engineer.Scientist                  112000
## 18026   Other Engineer.Scientist                  210000
## 18029   FAANG          BUSI.MGMT                  210000
## 18030   Other Engineer.Scientist                  220000
## 18031   Other Engineer.Scientist                  173000
## 18032   Other Engineer.Scientist                  162000
## 18033   Tier2 Engineer.Scientist                  140000
## 18037   FAANG Engineer.Scientist                  282000
## 18039   Other Engineer.Scientist                  179000
## 18042   Other Engineer.Scientist                  255000
## 18049   FAANG Engineer.Scientist                  192000
## 18051   Tier2 Engineer.Scientist                  185000
## 18054   Other Engineer.Scientist                   41000
## 18057   Other Engineer.Scientist                  283000
## 18062   FAANG Engineer.Scientist                  142000
## 18069   Tier2 Engineer.Scientist                  165000
## 18071   FAANG          BUSI.MGMT                  500000
## 18073   FAANG Engineer.Scientist                  442000
## 18074   Other Engineer.Scientist                  160000
## 18079   Tier2 Engineer.Scientist                  110000
## 18080   Other Engineer.Scientist                  700000
## 18081   Tier2 Engineer.Scientist                  191000
## 18082   FAANG          BUSI.MGMT                  275000
## 18088   Other Engineer.Scientist                  147000
## 18090   FAANG          BUSI.MGMT                  266000
## 18093   Tier2          BUSI.MGMT                  150000
## 18094   FAANG Engineer.Scientist                  127000
## 18095   Other Engineer.Scientist                  191000
## 18097   Other Engineer.Scientist                  620000
## 18103   Tier2 Engineer.Scientist                  100000
## 18106   Other Engineer.Scientist                  202000
## 18117   FAANG Engineer.Scientist                  425000
## 18120   Tier2 Engineer.Scientist                  261000
## 18122   Other Engineer.Scientist                  116000
## 18124   Other Engineer.Scientist                  165000
## 18126   Tier2          BUSI.MGMT                  234000
## 18130   Tier2 Engineer.Scientist                  184000
## 18131   Tier2 Engineer.Scientist                  140000
## 18140   Tier2 Engineer.Scientist                  273000
## 18145   Other Engineer.Scientist                  140000
## 18147   FAANG Engineer.Scientist                  162000
## 18149   Tier2          BUSI.MGMT                   85000
## 18152   Tier2 Engineer.Scientist                  193000
## 18153   Tier2          BUSI.MGMT                  251000
## 18163   FAANG Engineer.Scientist                  233000
## 18165   Tier2          BUSI.MGMT                  155000
## 18167   FAANG Engineer.Scientist                  400000
## 18170   Other Engineer.Scientist                  415000
## 18171   Other Engineer.Scientist                  240000
## 18172   FAANG          BUSI.MGMT                  225000
## 18173   Other          BUSI.MGMT                  162000
## 18174   Other Engineer.Scientist                  125000
## 18177   Other Engineer.Scientist                  180000
## 18182   Tier2 Engineer.Scientist                  192000
## 18184   FAANG              Other                  325000
## 18186   FAANG Engineer.Scientist                  355000
## 18195   FAANG Engineer.Scientist                  380000
## 18201   Tier2 Engineer.Scientist                  134000
## 18202   Tier2 Engineer.Scientist                  165000
## 18203   Other Engineer.Scientist                  187000
## 18208   Tier2 Engineer.Scientist                  162000
## 18209   FAANG Engineer.Scientist                  392000
## 18217   Tier2 Engineer.Scientist                  140000
## 18221   FAANG          BUSI.MGMT                  260000
## 18228   Tier2 Engineer.Scientist                  160000
## 18232   Tier2 Engineer.Scientist                  152000
## 18238   Tier2 Engineer.Scientist                  285000
## 18240   Tier2 Engineer.Scientist                  235000
## 18242   FAANG          BUSI.MGMT                  320000
## 18243   FAANG          BUSI.MGMT                  330000
## 18245   Tier2 Engineer.Scientist                  200000
## 18249   Tier2 Engineer.Scientist                  174000
## 18255   FAANG Engineer.Scientist                  102000
## 18258   FAANG          BUSI.MGMT                  189000
## 18259   FAANG Engineer.Scientist                  250000
## 18270   Other Engineer.Scientist                  213000
## 18271   Tier2 Engineer.Scientist                  158000
## 18283   Tier2 Engineer.Scientist                   28000
## 18287   Tier2          BUSI.MGMT                  224000
## 18291   Other Engineer.Scientist                  183000
## 18292   Other Engineer.Scientist                   61000
## 18293   Tier2 Engineer.Scientist                   28000
## 18296   Tier2 Engineer.Scientist                  257000
## 18298   FAANG Engineer.Scientist                  188000
## 18304   Other Engineer.Scientist                  261000
## 18306   FAANG Engineer.Scientist                  270000
## 18307   Tier2 Engineer.Scientist                  230000
## 18310   Other Engineer.Scientist                  282000
## 18313   Other              Other                   60000
## 18314   Tier2 Engineer.Scientist                  139000
## 18315   Tier2 Engineer.Scientist                  278000
## 18317   FAANG          BUSI.MGMT                  380000
## 18320   Other Engineer.Scientist                  123000
## 18324   Tier2 Engineer.Scientist                  210000
## 18326   Other          BUSI.MGMT                  140000
## 18329   Tier2 Engineer.Scientist                  320000
## 18330   Tier2 Engineer.Scientist                  220000
## 18334   Tier2 Engineer.Scientist                  175000
## 18335   Tier2          BUSI.MGMT                  238000
## 18339   FAANG          BUSI.MGMT                  300000
## 18346   Tier2 Engineer.Scientist                  205000
## 18347   Other Engineer.Scientist                  115000
## 18348   Tier2 Engineer.Scientist                  200000
## 18350   Other Engineer.Scientist                  402000
## 18352   FAANG Engineer.Scientist                  362000
## 18355   FAANG Engineer.Scientist                  192000
## 18358   Other Engineer.Scientist                  132000
## 18361   Tier2          BUSI.MGMT                  357000
## 18372   Other Engineer.Scientist                  235000
## 18374   Other Engineer.Scientist                  125000
## 18375   Tier2 Engineer.Scientist                  300000
## 18376   Tier2 Engineer.Scientist                  243000
## 18377   FAANG          BUSI.MGMT                  150000
## 18378   Tier2 Engineer.Scientist                  279000
## 18384   Tier2 Engineer.Scientist                  195000
## 18385   FAANG Engineer.Scientist                  126000
## 18386   Tier2 Engineer.Scientist                  395000
## 18387   Tier2 Engineer.Scientist                  161000
## 18393   Tier2          BUSI.MGMT                  260000
## 18396   Other Engineer.Scientist                  166000
## 18397   Other Engineer.Scientist                  100000
## 18403   Tier2 Engineer.Scientist                  100000
## 18404   FAANG Engineer.Scientist                  410000
## 18413   Other              Other                  201000
## 18414   FAANG Engineer.Scientist                  250000
## 18415   Other Engineer.Scientist                  135000
## 18421   Tier2 Engineer.Scientist                  178000
## 18425   Tier2          BUSI.MGMT                   62000
## 18427   Other Engineer.Scientist                   95000
## 18428   Tier2 Engineer.Scientist                  140000
## 18432   Other Engineer.Scientist                  407000
## 18433   Tier2 Engineer.Scientist                  180000
## 18436   FAANG Engineer.Scientist                  293000
## 18440   FAANG Engineer.Scientist                  190000
## 18445   FAANG Engineer.Scientist                  214000
## 18447   Tier2 Engineer.Scientist                  225000
## 18450   Other Engineer.Scientist                  260000
## 18451   FAANG Engineer.Scientist                  352000
## 18457   FAANG Engineer.Scientist                  304000
## 18459   Other              Other                  200000
## 18462   FAANG Engineer.Scientist                  230000
## 18467   FAANG Engineer.Scientist                  190000
## 18470   FAANG Engineer.Scientist                  230000
## 18476   Tier2 Engineer.Scientist                  290000
## 18480   Tier2          BUSI.MGMT                  112000
## 18484   Tier2 Engineer.Scientist                  145000
## 18487   FAANG Engineer.Scientist                  448000
## 18492   Tier2 Engineer.Scientist                  235000
## 18493   Other Engineer.Scientist                   97000
## 18495   FAANG          BUSI.MGMT                  179000
## 18498   Tier2 Engineer.Scientist                  132000
## 18499   Other Engineer.Scientist                  250000
## 18500   Tier2 Engineer.Scientist                   20000
## 18503   FAANG Engineer.Scientist                  150000
## 18513   Other Engineer.Scientist                   85000
## 18514   Tier2 Engineer.Scientist                  179000
## 18522   Tier2 Engineer.Scientist                  360000
## 18524   Other          BUSI.MGMT                  134000
## 18525   Tier2 Engineer.Scientist                  197000
## 18527   FAANG Engineer.Scientist                  429000
## 18538   Tier2 Engineer.Scientist                  180000
## 18540   Other Engineer.Scientist                  270000
## 18541   FAANG Engineer.Scientist                  246000
## 18545   FAANG Engineer.Scientist                  256000
## 18548   Tier2 Engineer.Scientist                  240000
## 18549   Other Engineer.Scientist                  235000
## 18551   Tier2 Engineer.Scientist                  410000
## 18555   Tier2 Engineer.Scientist                  171000
## 18559   Other Engineer.Scientist                  101000
## 18561   Tier2 Engineer.Scientist                  130000
## 18562   FAANG Engineer.Scientist                  301000
## 18567   Tier2 Engineer.Scientist                  404000
## 18571   Other Engineer.Scientist                  205000
## 18572   Tier2 Engineer.Scientist                  125000
## 18578   Other Engineer.Scientist                  225000
## 18601   Tier2 Engineer.Scientist                   92000
## 18606   Tier2 Engineer.Scientist                  175000
## 18610   FAANG Engineer.Scientist                  150000
## 18611   Other Engineer.Scientist                  135000
## 18612   FAANG Engineer.Scientist                  149000
## 18615   FAANG Engineer.Scientist                  156000
## 18616   FAANG Engineer.Scientist                  180000
## 18621   Tier2 Engineer.Scientist                  164000
## 18623   FAANG Engineer.Scientist                  230000
## 18624   Tier2 Engineer.Scientist                  163000
## 18634   Other Engineer.Scientist                  150000
## 18646   Tier2 Engineer.Scientist                  216000
## 18647   Tier2 Engineer.Scientist                  150000
## 18654   Tier2 Engineer.Scientist                  213000
## 18655   Tier2 Engineer.Scientist                  297000
## 18657   FAANG Engineer.Scientist                  110000
## 18658   FAANG Engineer.Scientist                  283000
## 18659   Tier2 Engineer.Scientist                  205000
## 18660   FAANG Engineer.Scientist                  300000
## 18661   FAANG Engineer.Scientist                  275000
## 18666   Other Engineer.Scientist                  145000
## 18676   Other Engineer.Scientist                  230000
## 18679   Tier2 Engineer.Scientist                  143000
## 18682   FAANG Engineer.Scientist                  221000
## 18683   Tier2 Engineer.Scientist                  179000
## 18684   Tier2 Engineer.Scientist                  600000
## 18685   FAANG Engineer.Scientist                  926000
## 18693   Tier2 Engineer.Scientist                  150000
## 18702   Tier2 Engineer.Scientist                  250000
## 18703   FAANG Engineer.Scientist                  275000
## 18705   Other          BUSI.MGMT                  190000
## 18707   Tier2 Engineer.Scientist                  270000
## 18708   FAANG Engineer.Scientist                  360000
## 18713   FAANG Engineer.Scientist                  594000
## 18714   FAANG Engineer.Scientist                  420000
## 18716   Tier2 Engineer.Scientist                  148000
## 18719   Other          BUSI.MGMT                  240000
## 18729   FAANG          BUSI.MGMT                  238000
## 18734   FAANG Engineer.Scientist                  254000
## 18742   Tier2 Engineer.Scientist                  100000
## 18743   FAANG Engineer.Scientist                  260000
## 18746   FAANG Engineer.Scientist                  300000
## 18747   FAANG          BUSI.MGMT                  205000
## 18748   Other Engineer.Scientist                  140000
## 18756   FAANG Engineer.Scientist                  248000
## 18762   FAANG Engineer.Scientist                  150000
## 18766   FAANG Engineer.Scientist                  202000
## 18767   FAANG          BUSI.MGMT                  200000
## 18768   Other Engineer.Scientist                  330000
## 18776   Other Engineer.Scientist                  196000
## 18777   FAANG Engineer.Scientist                  302000
## 18780   Tier2 Engineer.Scientist                  210000
## 18784   Tier2 Engineer.Scientist                  180000
## 18788   Other Engineer.Scientist                  163000
## 18791   FAANG          BUSI.MGMT                   74000
## 18792   Tier2 Engineer.Scientist                  155000
## 18798   Other Engineer.Scientist                  450000
## 18800   FAANG Engineer.Scientist                  112000
## 18814   FAANG Engineer.Scientist                  254000
## 18820   FAANG          BUSI.MGMT                  740000
## 18821   Tier2 Engineer.Scientist                  170000
## 18823   FAANG Engineer.Scientist                  190000
## 18827   Tier2 Engineer.Scientist                  200000
## 18838   Other Engineer.Scientist                  153000
## 18840   Other Engineer.Scientist                  160000
## 18843   Tier2 Engineer.Scientist                  335000
## 18849   Other Engineer.Scientist                  185000
## 18861   Other Engineer.Scientist                  163000
## 18865   Other Engineer.Scientist                  116000
## 18867   FAANG Engineer.Scientist                  300000
## 18869   Tier2 Engineer.Scientist                  285000
## 18872   FAANG Engineer.Scientist                  200000
## 18875   Other Engineer.Scientist                  480000
## 18876   Tier2 Engineer.Scientist                  198000
## 18878   FAANG Engineer.Scientist                  190000
## 18880   Other Engineer.Scientist                  140000
## 18881   Other Engineer.Scientist                  750000
## 18895   Tier2 Engineer.Scientist                  177000
## 18899   Other Engineer.Scientist                  157000
## 18900   Tier2              Other                  205000
## 18917   FAANG Engineer.Scientist                  282000
## 18928   FAANG          BUSI.MGMT                  350000
## 18929   Other Engineer.Scientist                  110000
## 18935   Other Engineer.Scientist                  215000
## 18941   Tier2 Engineer.Scientist                  200000
## 18943   Tier2 Engineer.Scientist                  220000
## 18950   Other Engineer.Scientist                  248000
## 18952   Tier2 Engineer.Scientist                  185000
## 18956   Other Engineer.Scientist                  120000
## 18959   Other Engineer.Scientist                  248000
## 18961   FAANG Engineer.Scientist                  111000
## 18962   Tier2          BUSI.MGMT                  655000
## 18967   Other Engineer.Scientist                  234000
## 18968   Tier2 Engineer.Scientist                  185000
## 18970   FAANG Engineer.Scientist                  350000
## 18971   Tier2 Engineer.Scientist                  338000
## 18972   FAANG Engineer.Scientist                  209000
## 18973   FAANG          BUSI.MGMT                  230000
## 18974   FAANG Engineer.Scientist                  181000
## 18976   Other Engineer.Scientist                  121000
## 18981   FAANG Engineer.Scientist                  150000
## 18984   Other Engineer.Scientist                  170000
## 18993   Tier2 Engineer.Scientist                  291000
## 19000   Tier2 Engineer.Scientist                  240000
## 19003   Tier2 Engineer.Scientist                  215000
## 19012   Other Engineer.Scientist                  296000
## 19015   Other          BUSI.MGMT                  202000
## 19016   Tier2 Engineer.Scientist                  202000
## 19025   Tier2 Engineer.Scientist                  196000
## 19026   FAANG Engineer.Scientist                  235000
## 19032   Tier2 Engineer.Scientist                  142000
## 19033   Other Engineer.Scientist                  325000
## 19044   Tier2 Engineer.Scientist                  139000
## 19046   Other Engineer.Scientist                  250000
## 19051   Other Engineer.Scientist                  185000
## 19055   Other Engineer.Scientist                  200000
## 19057   Tier2 Engineer.Scientist                  168000
## 19059   Tier2 Engineer.Scientist                  290000
## 19069   Tier2 Engineer.Scientist                  232000
## 19075   Tier2          BUSI.MGMT                  158000
## 19079   FAANG Engineer.Scientist                  220000
## 19081   Other Engineer.Scientist                  240000
## 19090   Tier2 Engineer.Scientist                  230000
## 19093   Tier2 Engineer.Scientist                  253000
## 19097   FAANG Engineer.Scientist                  184000
## 19098   Other Engineer.Scientist                  545000
## 19099   Other Engineer.Scientist                  120000
## 19101   Tier2          BUSI.MGMT                  193000
## 19114   Tier2          BUSI.MGMT                  251000
## 19118   FAANG Engineer.Scientist                  254000
## 19121   Tier2 Engineer.Scientist                  186000
## 19125   Other Engineer.Scientist                  144000
## 19133   Tier2 Engineer.Scientist                   91000
## 19135   Tier2 Engineer.Scientist                  140000
## 19136   FAANG Engineer.Scientist                  305000
## 19140   Tier2 Engineer.Scientist                  155000
## 19144   FAANG Engineer.Scientist                  152000
## 19151   Other          BUSI.MGMT                  254000
## 19154   Tier2 Engineer.Scientist                  187000
## 19158   Other Engineer.Scientist                  165000
## 19164   Tier2          BUSI.MGMT                  290000
## 19168   FAANG Engineer.Scientist                  400000
## 19179   Other Engineer.Scientist                  500000
## 19186   FAANG Engineer.Scientist                  399000
## 19190   Other Engineer.Scientist                   66000
## 19191   Other Engineer.Scientist                  115000
## 19193   FAANG Engineer.Scientist                  165000
## 19194   Tier2          BUSI.MGMT                  180000
## 19203   Tier2 Engineer.Scientist                  176000
## 19204   Tier2 Engineer.Scientist                  164000
## 19206   Tier2 Engineer.Scientist                  258000
## 19212   FAANG Engineer.Scientist                  220000
## 19215   FAANG              Other                  340000
## 19217   FAANG Engineer.Scientist                  350000
## 19221   Tier2 Engineer.Scientist                  135000
## 19222   FAANG Engineer.Scientist                  222000
## 19229   FAANG Engineer.Scientist                  162000
## 19234   Tier2 Engineer.Scientist                  204000
## 19236   Tier2          BUSI.MGMT                  172000
## 19238   Other Engineer.Scientist                  194000
## 19242   Tier2 Engineer.Scientist                  630000
## 19246   Tier2 Engineer.Scientist                  190000
## 19247   FAANG Engineer.Scientist                  222000
## 19252   Tier2 Engineer.Scientist                  210000
## 19253   Other Engineer.Scientist                  178000
## 19254   FAANG              Other                  167000
## 19261   FAANG Engineer.Scientist                  595000
## 19263   FAANG Engineer.Scientist                  184000
## 19274   FAANG Engineer.Scientist                  195000
## 19275   FAANG Engineer.Scientist                  239000
## 19277   Tier2 Engineer.Scientist                  202000
## 19282   FAANG Engineer.Scientist                  190000
## 19284   FAANG Engineer.Scientist                  207000
## 19287   Other Engineer.Scientist                  267000
## 19288   Tier2 Engineer.Scientist                  170000
## 19291   FAANG Engineer.Scientist                  230000
## 19292   Tier2 Engineer.Scientist                  145000
## 19296   FAANG Engineer.Scientist                  250000
## 19299   Tier2 Engineer.Scientist                  330000
## 19300   Tier2          BUSI.MGMT                  298000
## 19304   Tier2          BUSI.MGMT                  280000
## 19305   Other Engineer.Scientist                  160000
## 19312   FAANG Engineer.Scientist                  320000
## 19313   Other Engineer.Scientist                  164000
## 19316   FAANG Engineer.Scientist                  296000
## 19318   Tier2 Engineer.Scientist                  211000
## 19325   Tier2 Engineer.Scientist                  207000
## 19331   FAANG Engineer.Scientist                  374000
## 19334   FAANG Engineer.Scientist                  375000
## 19340   Tier2 Engineer.Scientist                  200000
## 19342   FAANG Engineer.Scientist                  205000
## 19345   Other Engineer.Scientist                  100000
## 19348   Other Engineer.Scientist                  147000
## 19350   Tier2 Engineer.Scientist                  108000
## 19351   FAANG Engineer.Scientist                  210000
## 19354   FAANG Engineer.Scientist                  460000
## 19355   FAANG          BUSI.MGMT                  243000
## 19356   FAANG Engineer.Scientist                  284000
## 19362   Tier2 Engineer.Scientist                  167000
## 19371   FAANG Engineer.Scientist                  260000
## 19374   Other          BUSI.MGMT                   25000
## 19375   Tier2              Other                  290000
## 19379   Other Engineer.Scientist                  160000
## 19384   Other Engineer.Scientist                  210000
## 19385   Tier2          BUSI.MGMT                  192000
## 19386   Other Engineer.Scientist                  275000
## 19389   FAANG Engineer.Scientist                  220000
## 19393   Tier2          BUSI.MGMT                  250000
## 19396   Other Engineer.Scientist                  167000
## 19404   Other Engineer.Scientist                  314000
## 19407   Tier2 Engineer.Scientist                  320000
## 19409   FAANG Engineer.Scientist                  205000
## 19413   FAANG Engineer.Scientist                  320000
## 19417   Tier2 Engineer.Scientist                  205000
## 19423   Tier2 Engineer.Scientist                  290000
## 19424   Other Engineer.Scientist                  412000
## 19434   Other Engineer.Scientist                  108000
## 19435   Tier2 Engineer.Scientist                  154000
## 19437   Tier2          BUSI.MGMT                  104000
## 19439   Other          BUSI.MGMT                  230000
## 19443   Tier2 Engineer.Scientist                   70000
## 19444   Tier2 Engineer.Scientist                  144000
## 19449   FAANG Engineer.Scientist                  195000
## 19454   Tier2 Engineer.Scientist                  175000
## 19456   FAANG Engineer.Scientist                  276000
## 19464   FAANG          BUSI.MGMT                  235000
## 19470   Other Engineer.Scientist                  360000
## 19474   Tier2 Engineer.Scientist                  154000
## 19475   FAANG Engineer.Scientist                  168000
## 19476   Other          BUSI.MGMT                  156000
## 19478   FAANG Engineer.Scientist                  257000
## 19479   Tier2 Engineer.Scientist                  450000
## 19485   FAANG Engineer.Scientist                  178000
## 19488   FAANG Engineer.Scientist                  525000
## 19489   Tier2 Engineer.Scientist                  192000
## 19492   Tier2 Engineer.Scientist                  185000
## 19494   FAANG          BUSI.MGMT                  320000
## 19498   FAANG Engineer.Scientist                  191000
## 19503   FAANG Engineer.Scientist                  287000
## 19521   FAANG          BUSI.MGMT                  441000
## 19522   FAANG Engineer.Scientist                  276000
## 19533   FAANG Engineer.Scientist                  148000
## 19535   FAANG Engineer.Scientist                  228000
## 19539   Tier2 Engineer.Scientist                  225000
## 19547   Other Engineer.Scientist                  147000
## 19549   Tier2 Engineer.Scientist                  241000
## 19552   FAANG Engineer.Scientist                  137000
## 19553   Tier2 Engineer.Scientist                  200000
## 19556   FAANG          BUSI.MGMT                  307000
## 19557   Tier2 Engineer.Scientist                  260000
## 19558   Other Engineer.Scientist                  140000
## 19560   Tier2 Engineer.Scientist                  220000
## 19561   Tier2 Engineer.Scientist                  153000
## 19562   FAANG Engineer.Scientist                  485000
## 19566   FAANG Engineer.Scientist                  263000
## 19569   Tier2 Engineer.Scientist                  230000
## 19570   FAANG Engineer.Scientist                  151000
## 19573   Other Engineer.Scientist                  360000
## 19577   Tier2              Other                  225000
## 19579   Tier2          BUSI.MGMT                  124000
## 19584   Tier2          BUSI.MGMT                  490000
## 19586   Other Engineer.Scientist                  260000
## 19588   Tier2 Engineer.Scientist                  451000
## 19589   FAANG Engineer.Scientist                  320000
## 19592   FAANG Engineer.Scientist                  263000
## 19606   FAANG Engineer.Scientist                  105000
## 19611   FAANG Engineer.Scientist                  213000
## 19612   Tier2 Engineer.Scientist                  389000
## 19615   Other Engineer.Scientist                  200000
## 19618   FAANG Engineer.Scientist                  400000
## 19619   Other Engineer.Scientist                  126000
## 19621   Tier2 Engineer.Scientist                  207000
## 19622   Tier2 Engineer.Scientist                  218000
## 19624   Other Engineer.Scientist                  348000
## 19626   FAANG Engineer.Scientist                  183000
## 19634   FAANG Engineer.Scientist                  295000
## 19638   Other Engineer.Scientist                  150000
## 19646   Tier2 Engineer.Scientist                  270000
## 19654   Tier2 Engineer.Scientist                  182000
## 19655   FAANG          BUSI.MGMT                  150000
## 19657   Other Engineer.Scientist                  200000
## 19659   Tier2 Engineer.Scientist                  332000
## 19663   Other          BUSI.MGMT                  150000
## 19664   Tier2 Engineer.Scientist                  230000
## 19665   FAANG              Other                  215000
## 19667   Other Engineer.Scientist                  220000
## 19668   Other Engineer.Scientist                  175000
## 19674   FAANG Engineer.Scientist                  258000
## 19678   Tier2 Engineer.Scientist                  240000
## 19681   Other Engineer.Scientist                   91000
## 19689   Other Engineer.Scientist                   69000
## 19690   FAANG              Other                  124000
## 19693   FAANG          BUSI.MGMT                  310000
## 19694   FAANG              Other                  220000
## 19701   FAANG Engineer.Scientist                  292000
## 19710   Tier2          BUSI.MGMT                  172000
## 19713   Other Engineer.Scientist                  192000
## 19718   Other              Other                  200000
## 19723   Other Engineer.Scientist                  286000
## 19724   FAANG Engineer.Scientist                  205000
## 19726   Other Engineer.Scientist                  122000
## 19728   Tier2 Engineer.Scientist                  280000
## 19734   FAANG Engineer.Scientist                  325000
## 19738   Other Engineer.Scientist                  132000
## 19741   FAANG Engineer.Scientist                  190000
## 19749   Other Engineer.Scientist                  190000
## 19750   Other Engineer.Scientist                  257000
## 19752   Other Engineer.Scientist                  112000
## 19759   Tier2 Engineer.Scientist                  128000
## 19767   Tier2          BUSI.MGMT                  168000
## 19774   Tier2 Engineer.Scientist                  600000
## 19775   FAANG              Other                  170000
## 19776   Other Engineer.Scientist                  172000
## 19777   FAANG Engineer.Scientist                  170000
## 19779   FAANG Engineer.Scientist                  165000
## 19781   Tier2 Engineer.Scientist                  200000
## 19788   FAANG Engineer.Scientist                  183000
## 19789   FAANG              Other                  950000
## 19791   Tier2 Engineer.Scientist                  190000
## 19792   Other Engineer.Scientist                  153000
## 19793   Tier2 Engineer.Scientist                  195000
## 19794   Tier2 Engineer.Scientist                  108000
## 19795   Other Engineer.Scientist                  165000
## 19796   Other Engineer.Scientist                  217000
## 19798   Other          BUSI.MGMT                  175000
## 19799   FAANG Engineer.Scientist                  248000
## 19804   Tier2 Engineer.Scientist                  256000
## 19807   FAANG Engineer.Scientist                  391000
## 19809   Tier2          BUSI.MGMT                  183000
## 19820   FAANG Engineer.Scientist                  140000
## 19826   Other          BUSI.MGMT                  126000
## 19829   Other          BUSI.MGMT                  219000
## 19830   Tier2 Engineer.Scientist                   50000
## 19839   Other Engineer.Scientist                  205000
## 19840   Tier2              Other                  297000
## 19843   Tier2 Engineer.Scientist                  204000
## 19844   Tier2              Other                  235000
## 19849   FAANG Engineer.Scientist                  193000
## 19852   FAANG Engineer.Scientist                  168000
## 19857   Tier2 Engineer.Scientist                  124000
## 19859   Other Engineer.Scientist                  190000
## 19860   FAANG Engineer.Scientist                  246000
## 19861   Tier2          BUSI.MGMT                   60000
## 19865   FAANG Engineer.Scientist                  375000
## 19869   FAANG Engineer.Scientist                  285000
## 19873   FAANG Engineer.Scientist                  350000
## 19874   FAANG Engineer.Scientist                  350000
## 19876   Tier2 Engineer.Scientist                  162000
## 19879   Other Engineer.Scientist                  270000
## 19880   FAANG          BUSI.MGMT                  295000
## 19881   Tier2          BUSI.MGMT                  370000
## 19885   FAANG              Other                  295000
## 19887   Tier2 Engineer.Scientist                  168000
## 19899   Other Engineer.Scientist                  319000
## 19901   Tier2 Engineer.Scientist                  200000
## 19903   FAANG Engineer.Scientist                  325000
## 19906   FAANG Engineer.Scientist                  252000
## 19908   FAANG              Other                  272000
## 19912   Tier2 Engineer.Scientist                  215000
## 19913   FAANG Engineer.Scientist                  250000
## 19917   Tier2 Engineer.Scientist                  219000
## 19919   FAANG          BUSI.MGMT                  419000
## 19922   FAANG          BUSI.MGMT                  301000
## 19931   Tier2          BUSI.MGMT                  530000
## 19932   Tier2 Engineer.Scientist                  331000
## 19938   FAANG Engineer.Scientist                  167000
## 19943   FAANG          BUSI.MGMT                  427000
## 19944   Tier2 Engineer.Scientist                  160000
## 19946   FAANG Engineer.Scientist                  184000
## 19948   FAANG Engineer.Scientist                  217000
## 19956   Tier2 Engineer.Scientist                  220000
## 19958   Tier2 Engineer.Scientist                  102000
## 19961   FAANG Engineer.Scientist                  193000
## 19967   Tier2 Engineer.Scientist                  138000
## 19970   Other Engineer.Scientist                  185000
## 19971   Other Engineer.Scientist                  120000
## 19972   FAANG          BUSI.MGMT                  315000
## 19978   Tier2              Other                   60000
## 19979   FAANG Engineer.Scientist                   90000
## 19983   Other Engineer.Scientist                  237000
## 19985   Tier2 Engineer.Scientist                  102000
## 19986   Other Engineer.Scientist                  152000
## 19988   FAANG          BUSI.MGMT                  360000
## 19989   Tier2 Engineer.Scientist                   63000
## 19997   Tier2 Engineer.Scientist                  230000
## 20001   Other          BUSI.MGMT                  500000
## 20003   Other Engineer.Scientist                   75000
## 20004   FAANG Engineer.Scientist                  343000
## 20005   FAANG          BUSI.MGMT                  310000
## 20010   Tier2          BUSI.MGMT                  220000
## 20015   Other Engineer.Scientist                  280000
## 20018   Tier2 Engineer.Scientist                  190000
## 20021   Tier2 Engineer.Scientist                  160000
## 20024   Other Engineer.Scientist                  155000
## 20025   Tier2 Engineer.Scientist                  175000
## 20037   Other Engineer.Scientist                  263000
## 20041   Other          BUSI.MGMT                  250000
## 20043   Other Engineer.Scientist                  121000
## 20045   Other Engineer.Scientist                   36000
## 20050   Other Engineer.Scientist                  272000
## 20051   Tier2 Engineer.Scientist                  312000
## 20054   Tier2 Engineer.Scientist                  410000
## 20055   Other Engineer.Scientist                   70000
## 20060   FAANG Engineer.Scientist                   86000
## 20062   Other Engineer.Scientist                  120000
## 20068   FAANG Engineer.Scientist                  242000
## 20069   Tier2 Engineer.Scientist                  209000
## 20071   Tier2 Engineer.Scientist                  227000
## 20074   Other          BUSI.MGMT                  165000
## 20077   FAANG          BUSI.MGMT                  480000
## 20082   Other Engineer.Scientist                  500000
## 20089   Tier2 Engineer.Scientist                   47000
## 20091   Tier2 Engineer.Scientist                  292000
## 20093   Other Engineer.Scientist                  190000
## 20102   Tier2 Engineer.Scientist                  626000
## 20104   Tier2 Engineer.Scientist                  200000
## 20105   Tier2 Engineer.Scientist                  250000
## 20108   FAANG Engineer.Scientist                  214000
## 20113   FAANG Engineer.Scientist                  360000
## 20115   Other Engineer.Scientist                  129000
## 20116   Tier2          BUSI.MGMT                  350000
## 20119   Other Engineer.Scientist                  150000
## 20128   Tier2 Engineer.Scientist                  152000
## 20131   Tier2 Engineer.Scientist                   42000
## 20132   Other              Other                  144000
## 20134   FAANG Engineer.Scientist                  120000
## 20136   Tier2              Other                  420000
## 20140   FAANG Engineer.Scientist                  213000
## 20145   FAANG Engineer.Scientist                  680000
## 20154   Other Engineer.Scientist                  140000
## 20158   Tier2 Engineer.Scientist                  157000
## 20161   Other Engineer.Scientist                  213000
## 20166   FAANG Engineer.Scientist                  265000
## 20167   FAANG Engineer.Scientist                  265000
## 20171   FAANG Engineer.Scientist                  526000
## 20173   Other Engineer.Scientist                  483000
## 20175   Other Engineer.Scientist                  194000
## 20185   Other          BUSI.MGMT                  139000
## 20193   Tier2 Engineer.Scientist                  158000
## 20194   Tier2          BUSI.MGMT                  320000
## 20198   Other Engineer.Scientist                  135000
## 20203   FAANG          BUSI.MGMT                  188000
## 20212   Tier2 Engineer.Scientist                  172000
## 20222   Tier2 Engineer.Scientist                  150000
## 20223   FAANG Engineer.Scientist                  300000
## 20224   Tier2 Engineer.Scientist                  287000
## 20229   Tier2          BUSI.MGMT                  300000
## 20233   Tier2 Engineer.Scientist                  156000
## 20234   Tier2 Engineer.Scientist                  156000
## 20236   Other Engineer.Scientist                   86000
## 20240   Tier2          BUSI.MGMT                  149000
## 20243   Tier2 Engineer.Scientist                  214000
## 20245   FAANG Engineer.Scientist                  588000
## 20252   Other          BUSI.MGMT                  200000
## 20253   FAANG Engineer.Scientist                  285000
## 20254   Other Engineer.Scientist                  397000
## 20256   Other Engineer.Scientist                  147000
## 20262   Tier2 Engineer.Scientist                  143000
## 20267   FAANG          BUSI.MGMT                  400000
## 20273   Other          BUSI.MGMT                  123000
## 20274   Tier2 Engineer.Scientist                  150000
## 20276   FAANG Engineer.Scientist                  280000
## 20278   Other Engineer.Scientist                  300000
## 20281   Tier2 Engineer.Scientist                  265000
## 20287   Tier2 Engineer.Scientist                  310000
## 20290   Other          BUSI.MGMT                   68000
## 20302   FAANG          BUSI.MGMT                  415000
## 20310   Tier2          BUSI.MGMT                  150000
## 20313   Tier2 Engineer.Scientist                  154000
## 20318   FAANG Engineer.Scientist                  420000
## 20321   Tier2 Engineer.Scientist                  400000
## 20324   Tier2 Engineer.Scientist                  117000
## 20329   Other Engineer.Scientist                  265000
## 20332   Other Engineer.Scientist                  295000
## 20339   Tier2 Engineer.Scientist                  215000
## 20340   Other Engineer.Scientist                  257000
## 20349   FAANG Engineer.Scientist                  175000
## 20351   FAANG Engineer.Scientist                  264000
## 20353   Tier2 Engineer.Scientist                  108000
## 20354   Other Engineer.Scientist                  228000
## 20358   Tier2 Engineer.Scientist                  236000
## 20360   Tier2 Engineer.Scientist                  162000
## 20364   Tier2 Engineer.Scientist                  144000
## 20365   Other Engineer.Scientist                  160000
## 20366   Other          BUSI.MGMT                   85000
## 20372   FAANG              Other                  210000
## 20375   FAANG          BUSI.MGMT                  389000
## 20380   FAANG          BUSI.MGMT                   70000
## 20382   Tier2          BUSI.MGMT                  283000
## 20388   FAANG Engineer.Scientist                  180000
## 20389   Other Engineer.Scientist                  215000
## 20392   Tier2 Engineer.Scientist                  121000
## 20397   Tier2 Engineer.Scientist                  185000
## 20410   FAANG Engineer.Scientist                  322000
## 20418   Tier2          BUSI.MGMT                   87000
## 20420   FAANG Engineer.Scientist                  257000
## 20422   Tier2          BUSI.MGMT                  450000
## 20440   Tier2 Engineer.Scientist                  160000
## 20443   Other              Other                  157000
## 20447   Tier2 Engineer.Scientist                  123000
## 20451   Other Engineer.Scientist                  380000
## 20452   Tier2 Engineer.Scientist                  147000
## 20463   FAANG Engineer.Scientist                  925000
## 20466   Other          BUSI.MGMT                  141000
## 20470   Tier2 Engineer.Scientist                  175000
## 20477   Other          BUSI.MGMT                  230000
## 20482   Tier2 Engineer.Scientist                  267000
## 20484   Other Engineer.Scientist                  186000
## 20485   Tier2 Engineer.Scientist                  120000
## 20490   FAANG Engineer.Scientist                  212000
## 20491   Tier2 Engineer.Scientist                  248000
## 20493   Tier2 Engineer.Scientist                  270000
## 20495   Tier2 Engineer.Scientist                  350000
## 20497   Tier2 Engineer.Scientist                  318000
## 20512   FAANG Engineer.Scientist                  178000
## 20513   FAANG Engineer.Scientist                  229000
## 20514   Tier2 Engineer.Scientist                  163000
## 20515   FAANG Engineer.Scientist                  410000
## 20520   Other          BUSI.MGMT                  217000
## 20521   Tier2 Engineer.Scientist                  264000
## 20527   Other Engineer.Scientist                  235000
## 20530   FAANG Engineer.Scientist                  232000
## 20531   Tier2          BUSI.MGMT                  250000
## 20536   Tier2 Engineer.Scientist                  165000
## 20539   Tier2          BUSI.MGMT                  210000
## 20542   Other Engineer.Scientist                   75000
## 20543   Tier2 Engineer.Scientist                  230000
## 20545   Other Engineer.Scientist                  200000
## 20548   Other Engineer.Scientist                  150000
## 20552   Tier2 Engineer.Scientist                  300000
## 20553   Tier2 Engineer.Scientist                  108000
## 20570   FAANG Engineer.Scientist                  588000
## 20576   Tier2 Engineer.Scientist                  251000
## 20584   Tier2 Engineer.Scientist                  188000
## 20587   Other Engineer.Scientist                  180000
## 20592   FAANG          BUSI.MGMT                  385000
## 20593   FAANG          BUSI.MGMT                  160000
## 20596   FAANG Engineer.Scientist                  105000
## 20597   Tier2 Engineer.Scientist                  128000
## 20598   Tier2 Engineer.Scientist                   68000
## 20602   FAANG          BUSI.MGMT                  325000
## 20608   Tier2 Engineer.Scientist                  360000
## 20611   Tier2          BUSI.MGMT                  176000
## 20613   Tier2              Other                  235000
## 20615   Tier2 Engineer.Scientist                  205000
## 20616   Other Engineer.Scientist                   73000
## 20617   Other          BUSI.MGMT                  245000
## 20619   FAANG Engineer.Scientist                  487000
## 20624   FAANG Engineer.Scientist                  320000
## 20626   FAANG Engineer.Scientist                  260000
## 20629   Other Engineer.Scientist                  239000
## 20630   Tier2          BUSI.MGMT                  170000
## 20633   Tier2 Engineer.Scientist                  188000
## 20634   FAANG Engineer.Scientist                  220000
## 20636   FAANG Engineer.Scientist                  167000
## 20639   Other Engineer.Scientist                  244000
## 20641   Other Engineer.Scientist                  162000
## 20647   Tier2 Engineer.Scientist                  225000
## 20649   FAANG Engineer.Scientist                  225000
## 20653   Tier2 Engineer.Scientist                  700000
## 20655   Tier2 Engineer.Scientist                  149000
## 20663   Tier2 Engineer.Scientist                  150000
## 20664   Tier2 Engineer.Scientist                  350000
## 20670   FAANG          BUSI.MGMT                  240000
## 20671   FAANG          BUSI.MGMT                  153000
## 20679   Other Engineer.Scientist                  212000
## 20680   FAANG Engineer.Scientist                  405000
## 20685   Tier2 Engineer.Scientist                  220000
## 20691   Tier2 Engineer.Scientist                  246000
## 20695   FAANG Engineer.Scientist                  326000
## 20707   Tier2          BUSI.MGMT                  198000
## 20712   FAANG Engineer.Scientist                  470000
## 20715   Tier2 Engineer.Scientist                  165000
## 20719   FAANG Engineer.Scientist                  259000
## 20721   FAANG Engineer.Scientist                  200000
## 20727   FAANG Engineer.Scientist                  290000
## 20728   Tier2          BUSI.MGMT                  194000
## 20735   Tier2 Engineer.Scientist                  275000
## 20738   Tier2 Engineer.Scientist                  243000
## 20742   FAANG Engineer.Scientist                  201000
## 20743   Other Engineer.Scientist                  165000
## 20748   FAANG Engineer.Scientist                  200000
## 20749   FAANG Engineer.Scientist                  228000
## 20753   Tier2 Engineer.Scientist                  155000
## 20758   FAANG          BUSI.MGMT                  225000
## 20761   Other Engineer.Scientist                   70000
## 20763   FAANG          BUSI.MGMT                  275000
## 20769   Tier2 Engineer.Scientist                  500000
## 20773   Tier2 Engineer.Scientist                  200000
## 20775   FAANG Engineer.Scientist                  247000
## 20777   Tier2 Engineer.Scientist                  200000
## 20782   Tier2 Engineer.Scientist                  500000
## 20786   Tier2 Engineer.Scientist                  133000
## 20787   Other Engineer.Scientist                  195000
## 20792   FAANG          BUSI.MGMT                  370000
## 20794   FAANG Engineer.Scientist                  440000
## 20796   Tier2 Engineer.Scientist                  207000
## 20797   Tier2          BUSI.MGMT                  262000
## 20799   Other Engineer.Scientist                  160000
## 20805   Other Engineer.Scientist                   90000
## 20815   FAANG Engineer.Scientist                  132000
## 20821   Other Engineer.Scientist                   77000
## 20825   Other Engineer.Scientist                  162000
## 20827   FAANG Engineer.Scientist                  270000
## 20828   FAANG Engineer.Scientist                  277000
## 20830   Tier2          BUSI.MGMT                  120000
## 20838   FAANG Engineer.Scientist                  334000
## 20842   Other Engineer.Scientist                  408000
## 20848   FAANG Engineer.Scientist                  345000
## 20852   FAANG Engineer.Scientist                  280000
## 20853   FAANG Engineer.Scientist                  258000
## 20857   Tier2          BUSI.MGMT                  124000
## 20860   Tier2 Engineer.Scientist                  230000
## 20863   Tier2 Engineer.Scientist                  180000
## 20875   FAANG Engineer.Scientist                  309000
## 20877   Tier2 Engineer.Scientist                  137000
## 20892   Other Engineer.Scientist                  102000
## 20897   FAANG Engineer.Scientist                  221000
## 20899   Tier2 Engineer.Scientist                  150000
## 20904   Tier2 Engineer.Scientist                  125000
## 20907   Tier2 Engineer.Scientist                  230000
## 20908   FAANG          BUSI.MGMT                  210000
## 20909   Tier2 Engineer.Scientist                  220000
## 20912   Tier2          BUSI.MGMT                  220000
## 20914   FAANG          BUSI.MGMT                  236000
## 20921   Other          BUSI.MGMT                  206000
## 20924   FAANG Engineer.Scientist                  280000
## 20928   Other Engineer.Scientist                  550000
## 20930   Other Engineer.Scientist                  400000
## 20933   Tier2 Engineer.Scientist                  140000
## 20936   FAANG Engineer.Scientist                  200000
## 20937   FAANG Engineer.Scientist                  565000
## 20940   Other          BUSI.MGMT                  133000
## 20942   Tier2 Engineer.Scientist                  140000
## 20944   Other Engineer.Scientist                  113000
## 20951   Tier2 Engineer.Scientist                  150000
## 20954   FAANG Engineer.Scientist                  376000
## 20955   Other Engineer.Scientist                  175000
## 20957   FAANG          BUSI.MGMT                  550000
## 20959   Other Engineer.Scientist                  249000
## 20960   Tier2 Engineer.Scientist                  311000
## 20964   Other Engineer.Scientist                  176000
## 20965   Tier2 Engineer.Scientist                  196000
## 20966   Other          BUSI.MGMT                  300000
## 20970   Tier2 Engineer.Scientist                  315000
## 20977   Tier2 Engineer.Scientist                  285000
## 20986   Tier2              Other                  165000
## 20988   FAANG Engineer.Scientist                  247000
## 20991   FAANG              Other                  178000
## 21000   FAANG Engineer.Scientist                  420000
## 21005   Tier2 Engineer.Scientist                   67000
## 21006   Other Engineer.Scientist                  185000
## 21012   Other Engineer.Scientist                   62000
## 21014   FAANG          BUSI.MGMT                  220000
## 21019   Other Engineer.Scientist                   63000
## 21028   FAANG Engineer.Scientist                  247000
## 21039   FAANG Engineer.Scientist                   87000
## 21040   Other Engineer.Scientist                   90000
## 21041   FAANG Engineer.Scientist                  250000
## 21044   FAANG Engineer.Scientist                  415000
## 21048   Tier2          BUSI.MGMT                  250000
## 21050   Tier2 Engineer.Scientist                  153000
## 21051   Tier2              Other                  105000
## 21054   FAANG Engineer.Scientist                  170000
## 21056   Tier2              Other                  212000
## 21058   Other Engineer.Scientist                  290000
## 21066   FAANG Engineer.Scientist                  165000
## 21069   Tier2 Engineer.Scientist                  470000
## 21074   FAANG          BUSI.MGMT                  365000
## 21076   FAANG          BUSI.MGMT                  220000
## 21079   Tier2 Engineer.Scientist                  173000
## 21080   Tier2 Engineer.Scientist                  220000
## 21082   FAANG          BUSI.MGMT                  325000
## 21085   Tier2 Engineer.Scientist                  420000
## 21090   Other Engineer.Scientist                  200000
## 21093   Tier2 Engineer.Scientist                  372000
## 21101   Tier2          BUSI.MGMT                  228000
## 21106   Tier2 Engineer.Scientist                  159000
## 21109   FAANG Engineer.Scientist                  196000
## 21110   FAANG Engineer.Scientist                  405000
## 21111   Tier2 Engineer.Scientist                  167000
## 21114   FAANG          BUSI.MGMT                  197000
## 21116   Tier2          BUSI.MGMT                  250000
## 21127   FAANG          BUSI.MGMT                  405000
## 21128   Tier2 Engineer.Scientist                  141000
## 21129   Tier2 Engineer.Scientist                  168000
## 21130   FAANG Engineer.Scientist                  383000
## 21133   Tier2 Engineer.Scientist                  141000
## 21136   FAANG Engineer.Scientist                  225000
## 21139   Other Engineer.Scientist                  380000
## 21144   Tier2 Engineer.Scientist                  153000
## 21146   FAANG Engineer.Scientist                  495000
## 21147   Tier2 Engineer.Scientist                  133000
## 21148   Other Engineer.Scientist                  108000
## 21149   Tier2 Engineer.Scientist                  177000
## 21150   Other Engineer.Scientist                  192000
## 21155   Other Engineer.Scientist                   33000
## 21157   Other Engineer.Scientist                  550000
## 21161   FAANG Engineer.Scientist                  134000
## 21166   Other Engineer.Scientist                   50000
## 21167   FAANG Engineer.Scientist                  256000
## 21176   FAANG Engineer.Scientist                  152000
## 21178   Tier2 Engineer.Scientist                  176000
## 21181   Other Engineer.Scientist                  170000
## 21182   Other Engineer.Scientist                   95000
## 21186   FAANG Engineer.Scientist                  208000
## 21192   Tier2          BUSI.MGMT                  139000
## 21195   Other Engineer.Scientist                  232000
## 21197   Other Engineer.Scientist                  180000
## 21198   Tier2 Engineer.Scientist                  213000
## 21199   FAANG Engineer.Scientist                  395000
## 21201   Tier2 Engineer.Scientist                  245000
## 21203   Tier2 Engineer.Scientist                  255000
## 21205   FAANG Engineer.Scientist                  175000
## 21208   FAANG Engineer.Scientist                  300000
## 21210   Tier2 Engineer.Scientist                  174000
## 21215   FAANG Engineer.Scientist                  280000
## 21219   Other          BUSI.MGMT                  110000
## 21221   Tier2              Other                  288000
## 21222   Other Engineer.Scientist                  240000
## 21229   Other Engineer.Scientist                  490000
## 21230   FAANG Engineer.Scientist                  289000
## 21242   Tier2 Engineer.Scientist                  220000
## 21247   Tier2          BUSI.MGMT                  220000
## 21248   Tier2 Engineer.Scientist                  188000
## 21250   FAANG Engineer.Scientist                  370000
## 21253   Other Engineer.Scientist                  165000
## 21255   Other Engineer.Scientist                   84000
## 21256   Tier2 Engineer.Scientist                  296000
## 21258   Tier2 Engineer.Scientist                  208000
## 21274   Tier2 Engineer.Scientist                  330000
## 21277   Other Engineer.Scientist                  130000
## 21281   FAANG Engineer.Scientist                  298000
## 21293   Other              Other                  150000
## 21303   FAANG Engineer.Scientist                  320000
## 21307   Other Engineer.Scientist                  500000
## 21309   Tier2 Engineer.Scientist                  462000
## 21311   FAANG          BUSI.MGMT                  110000
## 21313   FAANG          BUSI.MGMT                  460000
## 21329   Tier2 Engineer.Scientist                  350000
## 21332   Other Engineer.Scientist                  177000
## 21334   FAANG Engineer.Scientist                  250000
## 21337   FAANG Engineer.Scientist                  183000
## 21338   FAANG Engineer.Scientist                  244000
## 21340   Tier2          BUSI.MGMT                   69000
## 21341   Other Engineer.Scientist                  393000
## 21342   Other Engineer.Scientist                  120000
## 21343   Tier2          BUSI.MGMT                  160000
## 21351   FAANG Engineer.Scientist                  315000
## 21352   FAANG Engineer.Scientist                  286000
## 21354   Tier2 Engineer.Scientist                  250000
## 21355   Other Engineer.Scientist                  240000
## 21361   FAANG Engineer.Scientist                  410000
## 21368   Tier2          BUSI.MGMT                  200000
## 21372   FAANG Engineer.Scientist                  201000
## 21381   Tier2 Engineer.Scientist                  167000
## 21400   Tier2 Engineer.Scientist                  178000
## 21407   Tier2 Engineer.Scientist                  140000
## 21411   Tier2 Engineer.Scientist                   97000
## 21415   Other Engineer.Scientist                   77000
## 21418   FAANG Engineer.Scientist                  307000
## 21423   Other Engineer.Scientist                  325000
## 21429   Other Engineer.Scientist                  222000
## 21430   FAANG Engineer.Scientist                  300000
## 21435   Other Engineer.Scientist                   79000
## 21436   Tier2 Engineer.Scientist                  200000
## 21439   Tier2              Other                  147000
## 21451   Tier2 Engineer.Scientist                  268000
## 21452   Tier2 Engineer.Scientist                  240000
## 21468   FAANG          BUSI.MGMT                  191000
## 21471   FAANG          BUSI.MGMT                  250000
## 21473   Tier2 Engineer.Scientist                  238000
## 21476   FAANG          BUSI.MGMT                  200000
## 21484   Tier2 Engineer.Scientist                  466000
## 21486   Tier2 Engineer.Scientist                  175000
## 21496   Tier2 Engineer.Scientist                  115000
## 21498   Other          BUSI.MGMT                  136000
## 21506   Other Engineer.Scientist                  465000
## 21509   Tier2 Engineer.Scientist                  118000
## 21516   Other Engineer.Scientist                  175000
## 21522   Other          BUSI.MGMT                  240000
## 21538   Other Engineer.Scientist                  237000
## 21543   Tier2          BUSI.MGMT                  232000
## 21552   Other Engineer.Scientist                  280000
## 21565   FAANG Engineer.Scientist                  342000
## 21575   FAANG          BUSI.MGMT                  194000
## 21582   FAANG Engineer.Scientist                  218000
## 21583   Other Engineer.Scientist                  142000
## 21587   FAANG Engineer.Scientist                  292000
## 21590   FAANG Engineer.Scientist                  250000
## 21591   Tier2 Engineer.Scientist                  152000
## 21593   Tier2 Engineer.Scientist                  243000
## 21598   FAANG Engineer.Scientist                  410000
## 21600   Other Engineer.Scientist                  244000
## 21602   Tier2 Engineer.Scientist                  155000
## 21604   Other Engineer.Scientist                   98000
## 21613   Tier2 Engineer.Scientist                  158000
## 21616   Other          BUSI.MGMT                  135000
## 21621   Tier2 Engineer.Scientist                  190000
## 21622   Other              Other                  192000
## 21625   Tier2 Engineer.Scientist                  450000
## 21626   Tier2 Engineer.Scientist                  210000
## 21629   FAANG Engineer.Scientist                  330000
## 21632   FAANG Engineer.Scientist                  200000
## 21636   Other Engineer.Scientist                  440000
## 21637   FAANG Engineer.Scientist                  340000
## 21638   Tier2 Engineer.Scientist                  150000
## 21640   FAANG Engineer.Scientist                  239000
## 21641   Other Engineer.Scientist                   65000
## 21644   Tier2          BUSI.MGMT                  171000
## 21645   FAANG Engineer.Scientist                  171000
## 21646   Other Engineer.Scientist                  113000
## 21647   Other Engineer.Scientist                  160000
## 21661   Other Engineer.Scientist                   49000
## 21664   FAANG Engineer.Scientist                  305000
## 21665   Tier2 Engineer.Scientist                  540000
## 21670   Other Engineer.Scientist                  252000
## 21671   FAANG          BUSI.MGMT                  354000
## 21677   Tier2 Engineer.Scientist                  211000
## 21679   Other Engineer.Scientist                  227000
## 21696   Other Engineer.Scientist                  252000
## 21703   Other Engineer.Scientist                  157000
## 21705   FAANG          BUSI.MGMT                  307000
## 21713   FAANG Engineer.Scientist                  255000
## 21715   Other Engineer.Scientist                  220000
## 21716   Other Engineer.Scientist                  200000
## 21723   Other Engineer.Scientist                  190000
## 21726   Other Engineer.Scientist                  371000
## 21728   Tier2 Engineer.Scientist                  210000
## 21729   Tier2          BUSI.MGMT                  132000
## 21730   FAANG          BUSI.MGMT                  302000
## 21733   Other Engineer.Scientist                  120000
## 21736   Tier2          BUSI.MGMT                  154000
## 21739   Other          BUSI.MGMT                  145000
## 21741   Tier2 Engineer.Scientist                  280000
## 21748   FAANG Engineer.Scientist                  189000
## 21751   FAANG          BUSI.MGMT                  310000
## 21754   FAANG Engineer.Scientist                  231000
## 21756   FAANG Engineer.Scientist                  270000
## 21759   Other Engineer.Scientist                  334000
## 21764   Other Engineer.Scientist                  155000
## 21771   Other Engineer.Scientist                  174000
## 21773   Other Engineer.Scientist                  211000
## 21776   Tier2 Engineer.Scientist                  142000
## 21778   Other Engineer.Scientist                  289000
## 21785   Tier2 Engineer.Scientist                  230000
## 21788   Other Engineer.Scientist                  135000
## 21808   Other Engineer.Scientist                   56000
## 21815   Other Engineer.Scientist                  136000
## 21822   FAANG Engineer.Scientist                  192000
## 21823   Other          BUSI.MGMT                   42000
## 21826   FAANG Engineer.Scientist                  352000
## 21833   FAANG              Other                  243000
## 21844   FAANG Engineer.Scientist                  242000
## 21848   FAANG Engineer.Scientist                  526000
## 21850   FAANG Engineer.Scientist                   83000
## 21851   Tier2 Engineer.Scientist                  160000
## 21855   FAANG          BUSI.MGMT                  200000
## 21856   Tier2          BUSI.MGMT                  325000
## 21860   Tier2 Engineer.Scientist                  153000
## 21861   Tier2 Engineer.Scientist                  191000
## 21871   Tier2 Engineer.Scientist                  200000
## 21873   Other Engineer.Scientist                   64000
## 21874   Other Engineer.Scientist                  180000
## 21890   Other Engineer.Scientist                  318000
## 21892   Tier2 Engineer.Scientist                  200000
## 21897   FAANG Engineer.Scientist                  177000
## 21898   Other Engineer.Scientist                  280000
## 21900   Tier2          BUSI.MGMT                  242000
## 21902   Other Engineer.Scientist                  196000
## 21904   Tier2 Engineer.Scientist                  293000
## 21914   FAANG Engineer.Scientist                  293000
## 21915   Other Engineer.Scientist                  260000
## 21922   Tier2 Engineer.Scientist                  170000
## 21934   Tier2          BUSI.MGMT                  185000
## 21938   FAANG Engineer.Scientist                  120000
## 21939   Other Engineer.Scientist                  270000
## 21940   Tier2 Engineer.Scientist                  228000
## 21943   Tier2 Engineer.Scientist                  191000
## 21944   Other          BUSI.MGMT                  110000
## 21950   Other Engineer.Scientist                  220000
## 21951   Other          BUSI.MGMT                  113000
## 21955   Other Engineer.Scientist                  225000
## 21959   Other Engineer.Scientist                  108000
## 21964   Other Engineer.Scientist                  150000
## 21969   Other Engineer.Scientist                  100000
## 21976   Tier2 Engineer.Scientist                  716000
## 21978   Other Engineer.Scientist                  310000
## 21987   FAANG          BUSI.MGMT                  235000
## 21988   FAANG Engineer.Scientist                  180000
## 21990   Tier2 Engineer.Scientist                  105000
## 21994   Tier2          BUSI.MGMT                  268000
## 21995   FAANG Engineer.Scientist                  355000
## 21998   Other Engineer.Scientist                  235000
## 21999   Other Engineer.Scientist                   77000
## 22003   FAANG Engineer.Scientist                  260000
## 22004   FAANG Engineer.Scientist                  268000
## 22007   FAANG Engineer.Scientist                  270000
## 22008   Tier2 Engineer.Scientist                  439000
## 22011   Tier2          BUSI.MGMT                  280000
## 22014   FAANG Engineer.Scientist                  171000
## 22022   FAANG Engineer.Scientist                  168000
## 22027   Tier2 Engineer.Scientist                  280000
## 22031   Tier2 Engineer.Scientist                  155000
## 22035   FAANG Engineer.Scientist                  190000
## 22047   Other Engineer.Scientist                  165000
## 22048   Tier2 Engineer.Scientist                  269000
## 22050   Other Engineer.Scientist                  110000
## 22052   FAANG Engineer.Scientist                  190000
## 22054   Other Engineer.Scientist                  270000
## 22057   FAANG Engineer.Scientist                  332000
## 22059   Tier2 Engineer.Scientist                  295000
## 22061   FAANG Engineer.Scientist                  191000
## 22062   Tier2 Engineer.Scientist                  240000
## 22065   FAANG Engineer.Scientist                  327000
## 22068   Other Engineer.Scientist                  600000
## 22071   Tier2 Engineer.Scientist                  115000
## 22089   Other Engineer.Scientist                  160000
## 22104   Other Engineer.Scientist                  135000
## 22106   Tier2          BUSI.MGMT                  530000
## 22108   Tier2          BUSI.MGMT                  169000
## 22109   Other Engineer.Scientist                  200000
## 22110   FAANG Engineer.Scientist                  400000
## 22116   Tier2          BUSI.MGMT                  160000
## 22118   Tier2 Engineer.Scientist                  225000
## 22119   Tier2          BUSI.MGMT                   86000
## 22121   FAANG Engineer.Scientist                  410000
## 22123   Other              Other                   81000
## 22124   Other Engineer.Scientist                  180000
## 22125   FAANG Engineer.Scientist                  190000
## 22126   Other Engineer.Scientist                  222000
## 22131   Other          BUSI.MGMT                  135000
## 22133   Tier2 Engineer.Scientist                  134000
## 22134   Other Engineer.Scientist                  110000
## 22142   Tier2              Other                   96000
## 22143   Tier2 Engineer.Scientist                  123000
## 22144   Tier2          BUSI.MGMT                  105000
## 22149   Other Engineer.Scientist                  250000
## 22151   FAANG Engineer.Scientist                  500000
## 22152   Other              Other                  250000
## 22154   Other Engineer.Scientist                  103000
## 22155   Tier2 Engineer.Scientist                  650000
## 22156   Tier2 Engineer.Scientist                  228000
## 22160   Tier2 Engineer.Scientist                  207000
## 22161   FAANG          BUSI.MGMT                  445000
## 22162   FAANG Engineer.Scientist                  140000
## 22166   Tier2 Engineer.Scientist                  221000
## 22167   FAANG Engineer.Scientist                  414000
## 22170   Other          BUSI.MGMT                  185000
## 22172   Other Engineer.Scientist                  135000
## 22175   FAANG Engineer.Scientist                  200000
## 22177   Tier2 Engineer.Scientist                  186000
## 22178   Other Engineer.Scientist                  240000
## 22179   Other Engineer.Scientist                  115000
## 22180   FAANG Engineer.Scientist                  172000
## 22183   Tier2          BUSI.MGMT                  350000
## 22188   FAANG Engineer.Scientist                  330000
## 22193   Tier2 Engineer.Scientist                  335000
## 22194   Tier2 Engineer.Scientist                  397000
## 22199   Other          BUSI.MGMT                  110000
## 22207   FAANG Engineer.Scientist                  210000
## 22211   Tier2 Engineer.Scientist                  204000
## 22213   Tier2 Engineer.Scientist                  204000
## 22218   FAANG Engineer.Scientist                  211000
## 22220   Other Engineer.Scientist                  128000
## 22223   Other          BUSI.MGMT                  140000
## 22224   Tier2 Engineer.Scientist                  150000
## 22225   Other          BUSI.MGMT                  238000
## 22226   Tier2 Engineer.Scientist                  149000
## 22235   Tier2 Engineer.Scientist                  162000
## 22244   Other          BUSI.MGMT                  185000
## 22246   Other Engineer.Scientist                  350000
## 22250   Tier2          BUSI.MGMT                  350000
## 22251   Tier2 Engineer.Scientist                  230000
## 22255   Other          BUSI.MGMT                  146000
## 22261   Other Engineer.Scientist                   28000
## 22263   Other Engineer.Scientist                  328000
## 22264   Other Engineer.Scientist                  228000
## 22265   FAANG Engineer.Scientist                  175000
## 22273   Tier2 Engineer.Scientist                  200000
## 22279   Other Engineer.Scientist                  282000
## 22286   Other          BUSI.MGMT                  212000
## 22289   Tier2 Engineer.Scientist                  250000
## 22291   Tier2 Engineer.Scientist                  203000
## 22294   FAANG Engineer.Scientist                  207000
## 22300   FAANG Engineer.Scientist                  200000
## 22305   FAANG              Other                  322000
## 22306   FAANG Engineer.Scientist                  210000
## 22307   Tier2 Engineer.Scientist                  328000
## 22317   FAANG Engineer.Scientist                  230000
## 22326   FAANG          BUSI.MGMT                  283000
## 22329   Tier2 Engineer.Scientist                  165000
## 22331   Tier2          BUSI.MGMT                  119000
## 22334   Other Engineer.Scientist                  213000
## 22335   Tier2 Engineer.Scientist                  155000
## 22340   FAANG Engineer.Scientist                  260000
## 22345   Other Engineer.Scientist                  142000
## 22347   FAANG          BUSI.MGMT                  210000
## 22348   FAANG Engineer.Scientist                  213000
## 22352   FAANG Engineer.Scientist                  345000
## 22353   Other              Other                  163000
## 22360   Tier2 Engineer.Scientist                  240000
## 22361   FAANG          BUSI.MGMT                  170000
## 22362   Tier2 Engineer.Scientist                  286000
## 22364   Tier2 Engineer.Scientist                  161000
## 22366   FAANG Engineer.Scientist                  284000
## 22368   FAANG Engineer.Scientist                  443000
## 22370   Other Engineer.Scientist                  365000
## 22374   Other          BUSI.MGMT                   85000
## 22379   FAANG Engineer.Scientist                  320000
## 22383   Other Engineer.Scientist                  181000
## 22386   FAANG Engineer.Scientist                  450000
## 22390   Other Engineer.Scientist                  230000
## 22391   Other Engineer.Scientist                  175000
## 22393   Tier2 Engineer.Scientist                  100000
## 22395   FAANG          BUSI.MGMT                  287000
## 22396   Tier2 Engineer.Scientist                  184000
## 22399   Other Engineer.Scientist                  146000
## 22404   FAANG Engineer.Scientist                  390000
## 22406   Other Engineer.Scientist                  116000
## 22407   Other Engineer.Scientist                  170000
## 22410   Tier2 Engineer.Scientist                  173000
## 22417   FAANG Engineer.Scientist                  380000
## 22418   Other Engineer.Scientist                  154000
## 22420   FAANG Engineer.Scientist                  191000
## 22422   FAANG Engineer.Scientist                  220000
## 22428   Other Engineer.Scientist                  410000
## 22430   Tier2 Engineer.Scientist                  238000
## 22432   Other Engineer.Scientist                  425000
## 22433   FAANG Engineer.Scientist                  230000
## 22438   Tier2 Engineer.Scientist                  206000
## 22444   Tier2          BUSI.MGMT                  204000
## 22445   Other          BUSI.MGMT                  256000
## 22447   Tier2 Engineer.Scientist                  200000
## 22450   Tier2              Other                  110000
## 22452   Other Engineer.Scientist                  160000
## 22453   Other              Other                  282000
## 22464   FAANG Engineer.Scientist                  183000
## 22467   Tier2 Engineer.Scientist                  191000
## 22470   FAANG Engineer.Scientist                  182000
## 22473   FAANG Engineer.Scientist                  220000
## 22474   Tier2          BUSI.MGMT                  360000
## 22476   FAANG Engineer.Scientist                  383000
## 22478   Tier2 Engineer.Scientist                  215000
## 22485   FAANG Engineer.Scientist                  250000
## 22486   Tier2 Engineer.Scientist                  348000
## 22487   Other Engineer.Scientist                  300000
## 22496   Other Engineer.Scientist                  233000
## 22497   Tier2 Engineer.Scientist                  270000
## 22500   Other Engineer.Scientist                  125000
## 22503   Tier2 Engineer.Scientist                  139000
## 22507   Tier2 Engineer.Scientist                  250000
## 22517   Other Engineer.Scientist                  232000
## 22520   FAANG Engineer.Scientist                  385000
## 22527   Tier2          BUSI.MGMT                  223000
## 22529   Other Engineer.Scientist                  350000
## 22530   FAANG          BUSI.MGMT                  265000
## 22531   Other          BUSI.MGMT                   68000
## 22534   FAANG Engineer.Scientist                  261000
## 22535   Tier2 Engineer.Scientist                  287000
## 22545   Other Engineer.Scientist                   96000
## 22547   Other Engineer.Scientist                  130000
## 22549   Other Engineer.Scientist                  232000
## 22551   Tier2          BUSI.MGMT                  160000
## 22553   FAANG Engineer.Scientist                  137000
## 22556   Tier2 Engineer.Scientist                  235000
## 22561   Other Engineer.Scientist                  185000
## 22568   Tier2 Engineer.Scientist                  187000
## 22570   Other Engineer.Scientist                  175000
## 22576   Tier2 Engineer.Scientist                  110000
## 22580   Other Engineer.Scientist                  115000
## 22583   FAANG          BUSI.MGMT                  200000
## 22594   FAANG Engineer.Scientist                  340000
## 22596   Tier2 Engineer.Scientist                  180000
## 22597   Tier2 Engineer.Scientist                  142000
## 22600   Tier2              Other                  215000
## 22601   FAANG Engineer.Scientist                  385000
## 22602   FAANG Engineer.Scientist                  204000
## 22605   Other Engineer.Scientist                  455000
## 22609   Tier2 Engineer.Scientist                  190000
## 22613   FAANG Engineer.Scientist                  250000
## 22616   Other Engineer.Scientist                  170000
## 22621   FAANG Engineer.Scientist                  376000
## 22622   Tier2 Engineer.Scientist                  102000
## 22634   Other          BUSI.MGMT                  250000
## 22642   Tier2 Engineer.Scientist                  225000
## 22643   FAANG          BUSI.MGMT                  233000
## 22651   FAANG Engineer.Scientist                  400000
## 22657   Other              Other                  230000
## 22661   Tier2 Engineer.Scientist                  132000
## 22662   Other          BUSI.MGMT                  280000
## 22664   Tier2 Engineer.Scientist                  240000
## 22667   Tier2 Engineer.Scientist                  190000
## 22671   Tier2 Engineer.Scientist                  280000
## 22679   Other          BUSI.MGMT                  400000
## 22681   Tier2 Engineer.Scientist                  210000
## 22691   Tier2 Engineer.Scientist                  175000
## 22692   FAANG Engineer.Scientist                  290000
## 22693   FAANG              Other                  285000
## 22695   Tier2 Engineer.Scientist                  770000
## 22697   Other Engineer.Scientist                   45000
## 22699   Tier2          BUSI.MGMT                  170000
## 22702   FAANG Engineer.Scientist                  190000
## 22717   Tier2 Engineer.Scientist                  250000
## 22718   FAANG Engineer.Scientist                  300000
## 22722   Tier2          BUSI.MGMT                  163000
## 22726   Other Engineer.Scientist                  249000
## 22727   Other          BUSI.MGMT                   53000
## 22728   Other Engineer.Scientist                  300000
## 22730   Other Engineer.Scientist                  450000
## 22732   Tier2          BUSI.MGMT                  205000
## 22735   FAANG Engineer.Scientist                  268000
## 22736   Other          BUSI.MGMT                   90000
## 22737   Other Engineer.Scientist                  370000
## 22738   Tier2 Engineer.Scientist                  239000
## 22740   FAANG          BUSI.MGMT                  310000
## 22745   Other Engineer.Scientist                  510000
## 22751   FAANG Engineer.Scientist                  300000
## 22754   Tier2 Engineer.Scientist                  210000
## 22755   FAANG Engineer.Scientist                  200000
## 22756   Tier2 Engineer.Scientist                  132000
## 22757   Tier2 Engineer.Scientist                  170000
## 22761   Tier2 Engineer.Scientist                  145000
## 22764   Tier2 Engineer.Scientist                  116000
## 22766   FAANG              Other                  302000
## 22769   FAANG Engineer.Scientist                   71000
## 22790   FAANG          BUSI.MGMT                  270000
## 22799   Tier2 Engineer.Scientist                  579000
## 22802   Other Engineer.Scientist                  209000
## 22803   Tier2          BUSI.MGMT                  274000
## 22809   Tier2 Engineer.Scientist                  211000
## 22811   FAANG Engineer.Scientist                  330000
## 22812   Tier2 Engineer.Scientist                  137000
## 22816   Tier2          BUSI.MGMT                  168000
## 22832   Tier2 Engineer.Scientist                  210000
## 22835   Tier2 Engineer.Scientist                  109000
## 22838   FAANG          BUSI.MGMT                  265000
## 22842   Tier2 Engineer.Scientist                  127000
## 22846   Other Engineer.Scientist                  150000
## 22847   Tier2 Engineer.Scientist                  185000
## 22852   FAANG Engineer.Scientist                  342000
## 22853   FAANG Engineer.Scientist                  150000
## 22856   FAANG Engineer.Scientist                  224000
## 22859   Other Engineer.Scientist                   89000
## 22864   FAANG Engineer.Scientist                  340000
## 22866   FAANG Engineer.Scientist                  240000
## 22870   Other Engineer.Scientist                  198000
## 22873   Other Engineer.Scientist                  152000
## 22874   Tier2 Engineer.Scientist                  155000
## 22876   Tier2 Engineer.Scientist                  165000
## 22882   Other Engineer.Scientist                  270000
## 22887   Tier2          BUSI.MGMT                  188000
## 22890   FAANG Engineer.Scientist                  254000
## 22891   Tier2 Engineer.Scientist                  165000
## 22892   Tier2 Engineer.Scientist                  180000
## 22893   Other Engineer.Scientist                  200000
## 22899   Other Engineer.Scientist                  195000
## 22901   FAANG Engineer.Scientist                  430000
## 22908   Tier2 Engineer.Scientist                  141000
## 22911   Tier2 Engineer.Scientist                  299000
## 22912   Tier2 Engineer.Scientist                   95000
## 22915   Other Engineer.Scientist                  140000
## 22919   FAANG Engineer.Scientist                  300000
## 22923   FAANG Engineer.Scientist                  300000
## 22926   Tier2 Engineer.Scientist                  278000
## 22927   FAANG Engineer.Scientist                  158000
## 22929   FAANG          BUSI.MGMT                  300000
## 22933   Other Engineer.Scientist                  170000
## 22934   Tier2 Engineer.Scientist                  300000
## 22943   FAANG Engineer.Scientist                  210000
## 22944   Other Engineer.Scientist                   85000
## 22947   FAANG Engineer.Scientist                  282000
## 22950   Tier2 Engineer.Scientist                  350000
## 22958   Tier2 Engineer.Scientist                  275000
## 22959   FAANG Engineer.Scientist                  280000
## 22965   Other Engineer.Scientist                  160000
## 22967   Other Engineer.Scientist                  230000
## 22976   Other          BUSI.MGMT                  158000
## 22977   Other Engineer.Scientist                  191000
## 22984   FAANG Engineer.Scientist                  204000
## 22985   Tier2 Engineer.Scientist                  216000
## 22989   FAANG Engineer.Scientist                  203000
## 22995   Tier2 Engineer.Scientist                  118000
## 22996   Other Engineer.Scientist                  250000
## 23002   FAANG Engineer.Scientist                  635000
## 23003   Other          BUSI.MGMT                  278000
## 23004   Tier2 Engineer.Scientist                  170000
## 23007   Tier2              Other                  188000
## 23011   Other Engineer.Scientist                  185000
## 23012   Tier2 Engineer.Scientist                  240000
## 23013   Other Engineer.Scientist                  190000
## 23016   FAANG Engineer.Scientist                  440000
## 23019   FAANG Engineer.Scientist                  285000
## 23022   Tier2              Other                  260000
## 23023   Other Engineer.Scientist                  235000
## 23034   Other Engineer.Scientist                  293000
## 23036   Other Engineer.Scientist                  480000
## 23038   FAANG Engineer.Scientist                  220000
## 23041   Other Engineer.Scientist                  410000
## 23043   FAANG          BUSI.MGMT                  170000
## 23045   Other Engineer.Scientist                  120000
## 23048   FAANG Engineer.Scientist                  315000
## 23053   Tier2 Engineer.Scientist                   80000
## 23055   FAANG Engineer.Scientist                  148000
## 23079   Tier2 Engineer.Scientist                  103000
## 23082   Other Engineer.Scientist                  108000
## 23088   Other Engineer.Scientist                  132000
## 23101   Tier2 Engineer.Scientist                  190000
## 23102   Other          BUSI.MGMT                  200000
## 23103   Other Engineer.Scientist                  181000
## 23108   FAANG Engineer.Scientist                  246000
## 23109   FAANG Engineer.Scientist                  246000
## 23110   Tier2              Other                   30000
## 23119   Tier2 Engineer.Scientist                   45000
## 23124   Other Engineer.Scientist                  490000
## 23132   Other Engineer.Scientist                   80000
## 23133   Tier2          BUSI.MGMT                  217000
## 23135   Tier2 Engineer.Scientist                  122000
## 23137   Other Engineer.Scientist                  333000
## 23139   Tier2 Engineer.Scientist                  255000
## 23140   Other Engineer.Scientist                  195000
## 23141   Other          BUSI.MGMT                  192000
## 23146   Other Engineer.Scientist                  150000
## 23148   Tier2 Engineer.Scientist                  189000
## 23149   Tier2 Engineer.Scientist                  160000
## 23151   Tier2 Engineer.Scientist                  220000
## 23152   Tier2 Engineer.Scientist                  157000
## 23154   FAANG Engineer.Scientist                  210000
## 23155   Other Engineer.Scientist                  355000
## 23156   Other Engineer.Scientist                  301000
## 23162   FAANG          BUSI.MGMT                  225000
## 23165   FAANG Engineer.Scientist                  420000
## 23168   Tier2 Engineer.Scientist                  230000
## 23172   Tier2 Engineer.Scientist                  495000
## 23174   Other          BUSI.MGMT                  275000
## 23176   Tier2          BUSI.MGMT                  380000
## 23181   FAANG Engineer.Scientist                  183000
## 23186   Other Engineer.Scientist                  182000
## 23188   Other              Other                   94000
## 23190   Tier2 Engineer.Scientist                  200000
## 23194   Tier2 Engineer.Scientist                  192000
## 23198   Other          BUSI.MGMT                   98000
## 23203   Tier2 Engineer.Scientist                  260000
## 23206   Other Engineer.Scientist                  340000
## 23209   FAANG Engineer.Scientist                  240000
## 23210   Tier2 Engineer.Scientist                  177000
## 23212   Other Engineer.Scientist                   78000
## 23213   FAANG Engineer.Scientist                  196000
## 23215   FAANG Engineer.Scientist                  212000
## 23216   Other Engineer.Scientist                   96000
## 23217   Other          BUSI.MGMT                   66000
## 23219   FAANG Engineer.Scientist                  210000
## 23220   Other Engineer.Scientist                  180000
## 23227   Tier2 Engineer.Scientist                   90000
## 23229   FAANG Engineer.Scientist                  210000
## 23232   Tier2 Engineer.Scientist                   41000
## 23235   Tier2 Engineer.Scientist                  260000
## 23237   Other              Other                  117000
## 23238   FAANG Engineer.Scientist                  243000
## 23240   Other Engineer.Scientist                  148000
## 23245   FAANG          BUSI.MGMT                  305000
## 23246   Tier2 Engineer.Scientist                   78000
## 23248   Other Engineer.Scientist                  161000
## 23252   FAANG Engineer.Scientist                  191000
## 23254   FAANG Engineer.Scientist                  198000
## 23256   Tier2 Engineer.Scientist                   30000
## 23257   FAANG Engineer.Scientist                   87000
## 23264   Other Engineer.Scientist                  121000
## 23265   FAANG Engineer.Scientist                  312000
## 23266   Other Engineer.Scientist                  121000
## 23269   Tier2 Engineer.Scientist                  438000
## 23271   FAANG Engineer.Scientist                  595000
## 23272   Other Engineer.Scientist                  150000
## 23277   Tier2              Other                   30000
## 23278   Tier2 Engineer.Scientist                  172000
## 23293   Tier2          BUSI.MGMT                  360000
## 23298   FAANG          BUSI.MGMT                  160000
## 23299   FAANG              Other                  194000
## 23316   FAANG Engineer.Scientist                  500000
## 23317   FAANG Engineer.Scientist                  250000
## 23319   Other              Other                  170000
## 23323   FAANG Engineer.Scientist                  242000
## 23324   Tier2 Engineer.Scientist                  125000
## 23332   Tier2 Engineer.Scientist                  270000
## 23336   Tier2          BUSI.MGMT                  340000
## 23352   Tier2              Other                  200000
## 23355   Tier2 Engineer.Scientist                  437000
## 23356   FAANG          BUSI.MGMT                  223000
## 23363   Other Engineer.Scientist                  285000
## 23364   Other              Other                  180000
## 23365   FAANG              Other                  151000
## 23370   Tier2          BUSI.MGMT                  130000
## 23373   Tier2 Engineer.Scientist                  160000
## 23382   FAANG          BUSI.MGMT                  220000
## 23388   Other Engineer.Scientist                  280000
## 23393   Other Engineer.Scientist                  406000
## 23398   Tier2 Engineer.Scientist                  238000
## 23400   FAANG Engineer.Scientist                  263000
## 23401   Tier2 Engineer.Scientist                  163000
## 23409   FAANG Engineer.Scientist                  480000
## 23410   Tier2          BUSI.MGMT                  235000
## 23412   FAANG Engineer.Scientist                  195000
## 23420   Tier2 Engineer.Scientist                  120000
## 23421   FAANG          BUSI.MGMT                  227000
## 23424   Other Engineer.Scientist                  417000
## 23425   FAANG Engineer.Scientist                  299000
## 23427   Tier2 Engineer.Scientist                  192000
## 23429   Tier2 Engineer.Scientist                  185000
## 23442   FAANG Engineer.Scientist                  250000
## 23445   FAANG Engineer.Scientist                  224000
## 23447   Tier2          BUSI.MGMT                  182000
## 23450   Tier2 Engineer.Scientist                  222000
## 23451   FAANG Engineer.Scientist                  193000
## 23453   Tier2 Engineer.Scientist                  190000
## 23457   Other Engineer.Scientist                  100000
## 23460   Tier2 Engineer.Scientist                  250000
## 23463   FAANG Engineer.Scientist                  240000
## 23467   FAANG          BUSI.MGMT                  257000
## 23468   Tier2 Engineer.Scientist                  135000
## 23476   Other Engineer.Scientist                  149000
## 23477   Tier2 Engineer.Scientist                  135000
## 23481   Other Engineer.Scientist                  275000
## 23482   FAANG          BUSI.MGMT                  192000
## 23485   FAANG Engineer.Scientist                  222000
## 23490   Tier2 Engineer.Scientist                  228000
## 23492   FAANG Engineer.Scientist                  260000
## 23495   Other Engineer.Scientist                  102000
## 23497   FAANG Engineer.Scientist                  175000
## 23498   Other Engineer.Scientist                  165000
## 23502   Tier2 Engineer.Scientist                  400000
## 23506   Other Engineer.Scientist                  160000
## 23519   Other Engineer.Scientist                  105000
## 23521   Other Engineer.Scientist                  212000
## 23526   Tier2          BUSI.MGMT                  195000
## 23530   Other Engineer.Scientist                  356000
## 23531   Other Engineer.Scientist                  185000
## 23533   Tier2 Engineer.Scientist                  136000
## 23534   FAANG Engineer.Scientist                  337000
## 23535   Tier2 Engineer.Scientist                  222000
## 23541   FAANG Engineer.Scientist                  620000
## 23542   Tier2 Engineer.Scientist                   98000
## 23545   Other Engineer.Scientist                  212000
## 23546   FAANG Engineer.Scientist                  210000
## 23547   Tier2 Engineer.Scientist                   68000
## 23548   Other Engineer.Scientist                   79000
## 23549   FAANG Engineer.Scientist                  142000
## 23550   Tier2 Engineer.Scientist                  129000
## 23551   FAANG Engineer.Scientist                  242000
## 23554   Tier2 Engineer.Scientist                  365000
## 23555   Tier2 Engineer.Scientist                  135000
## 23558   Other Engineer.Scientist                  121000
## 23560   Other Engineer.Scientist                  300000
## 23562   Other          BUSI.MGMT                  259000
## 23563   FAANG Engineer.Scientist                  309000
## 23565   FAANG Engineer.Scientist                   46000
## 23567   Other Engineer.Scientist                  190000
## 23568   FAANG Engineer.Scientist                  255000
## 23569   Other Engineer.Scientist                  260000
## 23575   FAANG Engineer.Scientist                   50000
## 23578   Other Engineer.Scientist                   30000
## 23579   Other Engineer.Scientist                  275000
## 23580   Other Engineer.Scientist                  287000
## 23581   Other              Other                  144000
## 23587   FAANG Engineer.Scientist                  189000
## 23590   FAANG Engineer.Scientist                  193000
## 23591   Other              Other                   74000
## 23593   Tier2 Engineer.Scientist                  280000
## 23596   FAANG          BUSI.MGMT                  193000
## 23599   Other Engineer.Scientist                  135000
## 23600   Other Engineer.Scientist                  140000
## 23601   FAANG Engineer.Scientist                  482000
## 23602   FAANG Engineer.Scientist                  272000
## 23605   Other Engineer.Scientist                  800000
## 23608   Tier2 Engineer.Scientist                   99000
## 23609   Tier2 Engineer.Scientist                  190000
## 23610   FAANG Engineer.Scientist                  252000
## 23611   Other Engineer.Scientist                   89000
## 23612   Tier2          BUSI.MGMT                  230000
## 23614   FAANG              Other                  181000
## 23619   Tier2 Engineer.Scientist                  162000
## 23621   FAANG Engineer.Scientist                  289000
## 23623   FAANG Engineer.Scientist                  334000
## 23624   Tier2 Engineer.Scientist                  441000
## 23625   Other          BUSI.MGMT                   42000
## 23628   Other Engineer.Scientist                  107000
## 23630   Tier2 Engineer.Scientist                   98000
## 23632   Other              Other                  213000
## 23635   Tier2          BUSI.MGMT                  175000
## 23637   Other Engineer.Scientist                  155000
## 23640   Tier2 Engineer.Scientist                  165000
## 23642   Tier2          BUSI.MGMT                   90000
## 23643   Other          BUSI.MGMT                  154000
## 23644   Tier2 Engineer.Scientist                  390000
## 23646   Tier2          BUSI.MGMT                  100000
## 23647   Tier2 Engineer.Scientist                  140000
## 23648   FAANG          BUSI.MGMT                  193000
## 23650   Tier2 Engineer.Scientist                  125000
## 23651   Tier2 Engineer.Scientist                  227000
## 23652   Other Engineer.Scientist                  147000
## 23655   Other Engineer.Scientist                  233000
## 23659   Tier2 Engineer.Scientist                  156000
## 23664   Tier2 Engineer.Scientist                  194000
## 23666   Tier2 Engineer.Scientist                  167000
## 23667   Other Engineer.Scientist                  128000
## 23670   FAANG Engineer.Scientist                  215000
## 23672   Other Engineer.Scientist                  145000
## 23673   FAANG Engineer.Scientist                  202000
## 23674   FAANG Engineer.Scientist                  185000
## 23676   FAANG          BUSI.MGMT                  300000
## 23678   Other          BUSI.MGMT                  265000
## 23684   Other          BUSI.MGMT                  271000
## 23685   Tier2 Engineer.Scientist                  165000
## 23686   FAANG Engineer.Scientist                  205000
## 23687   Other Engineer.Scientist                   73000
## 23688   Other Engineer.Scientist                  232000
## 23690   Other Engineer.Scientist                  353000
## 23691   Tier2              Other                  350000
## 23693   Tier2          BUSI.MGMT                  180000
## 23695   Other Engineer.Scientist                  128000
## 23696   FAANG Engineer.Scientist                  275000
## 23700   Tier2 Engineer.Scientist                  220000
## 23702   FAANG Engineer.Scientist                  855000
## 23703   Tier2 Engineer.Scientist                  216000
## 23704   FAANG Engineer.Scientist                  200000
## 23705   FAANG Engineer.Scientist                  215000
## 23706   FAANG Engineer.Scientist                  146000
## 23707   FAANG Engineer.Scientist                  151000
## 23709   Tier2 Engineer.Scientist                   54000
## 23711   FAANG Engineer.Scientist                  441000
## 23714   Tier2 Engineer.Scientist                  112000
## 23715   FAANG          BUSI.MGMT                  150000
## 23718   FAANG Engineer.Scientist                   25000
## 23719   Tier2              Other                  150000
## 23721   Other Engineer.Scientist                  300000
## 23724   Other Engineer.Scientist                  124000
## 23726   Tier2 Engineer.Scientist                  134000
## 23728   Other Engineer.Scientist                   73000
## 23729   FAANG          BUSI.MGMT                  150000
## 23730   Other Engineer.Scientist                   92000
## 23731   FAANG Engineer.Scientist                  298000
## 23733   FAANG Engineer.Scientist                  230000
## 23734   Other Engineer.Scientist                   98000
## 23737   FAANG Engineer.Scientist                  156000
## 23740   Tier2 Engineer.Scientist                  524000
## 23742   FAANG Engineer.Scientist                  350000
## 23743   Tier2 Engineer.Scientist                  147000
## 23745   Tier2 Engineer.Scientist                  147000
## 23746   Tier2 Engineer.Scientist                   85000
## 23747   Other Engineer.Scientist                  265000
## 23749   Other Engineer.Scientist                  525000
## 23750   Tier2 Engineer.Scientist                  220000
## 23752   Other              Other                  150000
## 23757   FAANG Engineer.Scientist                  334000
## 23759   Other Engineer.Scientist                  375000
## 23760   Other              Other                  172000
## 23761   Tier2          BUSI.MGMT                  350000
## 23762   Tier2 Engineer.Scientist                  232000
## 23764   FAANG Engineer.Scientist                  226000
## 23765   Tier2 Engineer.Scientist                  131000
## 23766   FAANG Engineer.Scientist                  214000
## 23767   Tier2 Engineer.Scientist                  127000
## 23772   Other          BUSI.MGMT                  235000
## 23774   Other Engineer.Scientist                   84000
## 23776   FAANG              Other                  141000
## 23780   FAANG Engineer.Scientist                  197000
## 23783   Tier2 Engineer.Scientist                  105000
## 23784   Tier2 Engineer.Scientist                  193000
## 23786   Other          BUSI.MGMT                  103000
## 23788   Other Engineer.Scientist                  225000
## 23789   FAANG Engineer.Scientist                  320000
## 23790   Tier2 Engineer.Scientist                  297000
## 23793   FAANG Engineer.Scientist                  333000
## 23794   FAANG Engineer.Scientist                  251000
## 23795   Other Engineer.Scientist                  325000
## 23797   Tier2 Engineer.Scientist                  125000
## 23799   FAANG Engineer.Scientist                  340000
## 23801   FAANG Engineer.Scientist                  336000
## 23804   Other Engineer.Scientist                  165000
## 23806   Tier2 Engineer.Scientist                  175000
## 23809   Other Engineer.Scientist                   88000
## 23812   FAANG Engineer.Scientist                  281000
## 23815   Tier2 Engineer.Scientist                  175000
## 23816   FAANG Engineer.Scientist                  200000
## 23818   Tier2 Engineer.Scientist                  178000
## 23821   Tier2 Engineer.Scientist                   74000
## 23828   Tier2 Engineer.Scientist                  410000
## 23833   Other              Other                  101000
## 23834   FAANG              Other                  240000
## 23836   Tier2 Engineer.Scientist                  128000
## 23843   Other Engineer.Scientist                   25000
## 23844   FAANG Engineer.Scientist                  161000
## 23845   Tier2 Engineer.Scientist                  145000
## 23851   Tier2 Engineer.Scientist                  112000
## 23854   Tier2 Engineer.Scientist                  188000
## 23856   FAANG          BUSI.MGMT                  505000
## 23857   Other Engineer.Scientist                  245000
## 23859   FAANG Engineer.Scientist                  340000
## 23866   FAANG Engineer.Scientist                  236000
## 23867   FAANG Engineer.Scientist                   52000
## 23868   Other Engineer.Scientist                   89000
## 23869   FAANG Engineer.Scientist                  202000
## 23873   Other Engineer.Scientist                  320000
## 23874   Other          BUSI.MGMT                   68000
## 23876   Other Engineer.Scientist                   86000
## 23878   Tier2 Engineer.Scientist                  168000
## 23880   FAANG          BUSI.MGMT                  159000
## 23882   Other Engineer.Scientist                   70000
## 23883   Tier2 Engineer.Scientist                   67000
## 23888   Tier2 Engineer.Scientist                  140000
## 23890   Tier2 Engineer.Scientist                  119000
## 23895   Tier2 Engineer.Scientist                  220000
## 23897   Other Engineer.Scientist                  185000
## 23901   Tier2 Engineer.Scientist                  181000
## 23902   Tier2 Engineer.Scientist                   48000
## 23903   Other Engineer.Scientist                  160000
## 23905   FAANG Engineer.Scientist                  473000
## 23907   Other Engineer.Scientist                  150000
## 23908   FAANG Engineer.Scientist                  188000
## 23911   Other Engineer.Scientist                  240000
## 23914   Other              Other                  170000
## 23923   FAANG Engineer.Scientist                  500000
## 23925   FAANG Engineer.Scientist                  650000
## 23927   FAANG Engineer.Scientist                  156000
## 23934   FAANG          BUSI.MGMT                  368000
## 23936   FAANG              Other                  250000
## 23939   Other              Other                   67000
## 23940   FAANG Engineer.Scientist                  721000
## 23942   Tier2 Engineer.Scientist                  200000
## 23947   FAANG Engineer.Scientist                  190000
## 23948   FAANG Engineer.Scientist                  225000
## 23954   Tier2 Engineer.Scientist                  180000
## 23955   Other              Other                  253000
## 23956   Other          BUSI.MGMT                  224000
## 23958   FAANG Engineer.Scientist                  203000
## 23962   Tier2 Engineer.Scientist                  300000
## 23964   FAANG Engineer.Scientist                  160000
## 23968   FAANG Engineer.Scientist                  185000
## 23970   Other Engineer.Scientist                  205000
## 23971   Other Engineer.Scientist                  102000
## 23977   FAANG Engineer.Scientist                  230000
## 23978   FAANG Engineer.Scientist                  149000
## 23981   Tier2              Other                   90000
## 23986   Tier2          BUSI.MGMT                  115000
## 23988   Tier2 Engineer.Scientist                  270000
## 23989   FAANG Engineer.Scientist                  315000
## 23990   FAANG Engineer.Scientist                  400000
## 23994   Tier2 Engineer.Scientist                  165000
## 23995   Tier2 Engineer.Scientist                  310000
## 24002   Other Engineer.Scientist                   40000
## 24003   Other Engineer.Scientist                  226000
## 24004   Other              Other                  250000
## 24006   Tier2 Engineer.Scientist                   63000
## 24007   Other Engineer.Scientist                  143000
## 24008   Other Engineer.Scientist                  270000
## 24012   FAANG Engineer.Scientist                  180000
## 24013   Tier2 Engineer.Scientist                  283000
## 24016   Other          BUSI.MGMT                  200000
## 24017   Other Engineer.Scientist                   82000
## 24022   Tier2          BUSI.MGMT                  291000
## 24030   FAANG Engineer.Scientist                   49000
## 24031   Tier2          BUSI.MGMT                  210000
## 24032   Tier2              Other                  354000
## 24035   Other Engineer.Scientist                  140000
## 24036   Other Engineer.Scientist                   70000
## 24045   FAANG Engineer.Scientist                  240000
## 24049   FAANG Engineer.Scientist                  392000
## 24050   Tier2 Engineer.Scientist                  250000
## 24055   Other Engineer.Scientist                   88000
## 24056   FAANG              Other                  270000
## 24057   Tier2              Other                   80000
## 24058   Other Engineer.Scientist                  160000
## 24059   FAANG Engineer.Scientist                  304000
## 24062   Other Engineer.Scientist                  225000
## 24064   FAANG Engineer.Scientist                  184000
## 24073   FAANG Engineer.Scientist                  369000
## 24082   Tier2 Engineer.Scientist                  200000
## 24097   Tier2 Engineer.Scientist                  145000
## 24099   Other Engineer.Scientist                   42000
## 24101   Other Engineer.Scientist                   22000
## 24104   Other Engineer.Scientist                   24000
## 24106   FAANG Engineer.Scientist                  247000
## 24114   FAANG          BUSI.MGMT                  168000
## 24115   Tier2 Engineer.Scientist                  275000
## 24117   Tier2 Engineer.Scientist                   39000
## 24120   Tier2 Engineer.Scientist                  170000
## 24123   FAANG Engineer.Scientist                  200000
## 24127   Other Engineer.Scientist                   57000
## 24135   Other Engineer.Scientist                  145000
## 24136   Other Engineer.Scientist                   88000
## 24144   Tier2          BUSI.MGMT                  128000
## 24145   Tier2          BUSI.MGMT                  375000
## 24146   FAANG Engineer.Scientist                  215000
## 24153   Other          BUSI.MGMT                   93000
## 24157   Tier2 Engineer.Scientist                  213000
## 24162   Other Engineer.Scientist                  196000
## 24167   Other Engineer.Scientist                   49000
## 24198   Other Engineer.Scientist                   73000
## 24199   Other Engineer.Scientist                   77000
## 24201   Tier2          BUSI.MGMT                  205000
## 24207   Other Engineer.Scientist                  125000
## 24208   Tier2 Engineer.Scientist                  282000
## 24209   Other              Other                  189000
## 24210   Tier2 Engineer.Scientist                  145000
## 24219   Other Engineer.Scientist                  110000
## 24222   FAANG          BUSI.MGMT                   98000
## 24223   FAANG Engineer.Scientist                  270000
## 24224   FAANG              Other                  258000
## 24225   FAANG Engineer.Scientist                  320000
## 24227   Other Engineer.Scientist                  410000
## 24229   Other Engineer.Scientist                   80000
## 24236   Other Engineer.Scientist                   50000
## 24239   FAANG Engineer.Scientist                  172000
## 24241   FAANG Engineer.Scientist                  411000
## 24250   FAANG Engineer.Scientist                  238000
## 24252   FAANG              Other                  110000
## 24259   FAANG Engineer.Scientist                  400000
## 24261   FAANG Engineer.Scientist                  396000
## 24262   Tier2 Engineer.Scientist                  240000
## 24263   Other Engineer.Scientist                  445000
## 24264   FAANG Engineer.Scientist                  231000
## 24270   Other          BUSI.MGMT                  176000
## 24277   FAANG Engineer.Scientist                  330000
## 24281   Tier2 Engineer.Scientist                  166000
## 24287   Other Engineer.Scientist                   87000
## 24289   Tier2 Engineer.Scientist                   35000
## 24292   Other Engineer.Scientist                   99000
## 24293   Other Engineer.Scientist                  157000
## 24294   Tier2 Engineer.Scientist                  200000
## 24295   FAANG Engineer.Scientist                  185000
## 24296   Other Engineer.Scientist                  194000
## 24297   Other              Other                  150000
## 24298   Tier2              Other                  190000
## 24301   Tier2          BUSI.MGMT                  190000
## 24302   FAANG          BUSI.MGMT                  359000
## 24303   Other Engineer.Scientist                  225000
## 24312   FAANG              Other                  234000
## 24314   Tier2 Engineer.Scientist                   92000
## 24317   Tier2 Engineer.Scientist                  107000
## 24320   FAANG Engineer.Scientist                  430000
## 24321   FAANG Engineer.Scientist                  247000
## 24323   Tier2              Other                  249000
## 24328   FAANG Engineer.Scientist                  320000
## 24340   Tier2          BUSI.MGMT                  229000
## 24342   Other              Other                  304000
## 24344   Other          BUSI.MGMT                  275000
## 24348   FAANG Engineer.Scientist                  510000
## 24350   FAANG Engineer.Scientist                  181000
## 24355   Other          BUSI.MGMT                  115000
## 24356   FAANG Engineer.Scientist                  138000
## 24357   FAANG Engineer.Scientist                  350000
## 24358   Other Engineer.Scientist                  355000
## 24362   FAANG Engineer.Scientist                  240000
## 24369   Tier2 Engineer.Scientist                  195000
## 24376   Tier2 Engineer.Scientist                  164000
## 24377   FAANG Engineer.Scientist                  256000
## 24382   Tier2 Engineer.Scientist                  194000
## 24387   Other Engineer.Scientist                  130000
## 24390   FAANG Engineer.Scientist                  216000
## 24391   Other Engineer.Scientist                  122000
## 24398   FAANG          BUSI.MGMT                  110000
## 24399   FAANG Engineer.Scientist                  150000
## 24400   Tier2          BUSI.MGMT                  250000
## 24403   Tier2 Engineer.Scientist                  141000
## 24404   Tier2 Engineer.Scientist                  330000
## 24405   Other Engineer.Scientist                  207000
## 24406   FAANG Engineer.Scientist                  240000
## 24414   Other Engineer.Scientist                   33000
## 24422   Tier2 Engineer.Scientist                  320000
## 24423   FAANG Engineer.Scientist                  241000
## 24424   Other Engineer.Scientist                  143000
## 24426   Tier2          BUSI.MGMT                  185000
## 24427   FAANG Engineer.Scientist                  179000
## 24430   Other          BUSI.MGMT                  157000
## 24434   Tier2 Engineer.Scientist                  364000
## 24436   Other          BUSI.MGMT                  101000
## 24445   FAANG Engineer.Scientist                  165000
## 24450   Other Engineer.Scientist                  116000
## 24451   FAANG Engineer.Scientist                  133000
## 24454   FAANG          BUSI.MGMT                  345000
## 24456   FAANG Engineer.Scientist                  189000
## 24457   Tier2 Engineer.Scientist                  230000
## 24462   Other Engineer.Scientist                  300000
## 24464   FAANG Engineer.Scientist                   40000
## 24466   FAANG Engineer.Scientist                  260000
## 24470   Other Engineer.Scientist                  170000
## 24479   FAANG Engineer.Scientist                  243000
## 24484   FAANG Engineer.Scientist                  156000
## 24489   Tier2 Engineer.Scientist                  230000
## 24492   Tier2 Engineer.Scientist                  328000
## 24494   Other Engineer.Scientist                  265000
## 24498   Tier2 Engineer.Scientist                  162000
## 24501   Tier2 Engineer.Scientist                  250000
## 24509   FAANG Engineer.Scientist                  285000
## 24512   Other          BUSI.MGMT                   72000
## 24513   FAANG Engineer.Scientist                   57000
## 24518   Tier2 Engineer.Scientist                  174000
## 24519   Tier2 Engineer.Scientist                  173000
## 24522   FAANG Engineer.Scientist                  363000
## 24523   Tier2 Engineer.Scientist                  187000
## 24526   Other          BUSI.MGMT                   80000
## 24531   Tier2 Engineer.Scientist                  501000
## 24532   Tier2          BUSI.MGMT                  113000
## 24534   Other Engineer.Scientist                  168000
## 24535   Tier2 Engineer.Scientist                  181000
## 24537   FAANG Engineer.Scientist                   68000
## 24539   Other          BUSI.MGMT                  178000
## 24540   Tier2 Engineer.Scientist                  350000
## 24543   Other Engineer.Scientist                  160000
## 24544   Tier2          BUSI.MGMT                  205000
## 24545   Other          BUSI.MGMT                  235000
## 24546   Other Engineer.Scientist                  152000
## 24547   Tier2          BUSI.MGMT                  210000
## 24550   Other Engineer.Scientist                   98000
## 24551   Other Engineer.Scientist                  134000
## 24553   Other Engineer.Scientist                  141000
## 24555   Other Engineer.Scientist                  410000
## 24556   Tier2 Engineer.Scientist                  395000
## 24557   FAANG Engineer.Scientist                  310000
## 24558   Tier2              Other                   29000
## 24560   Tier2 Engineer.Scientist                  110000
## 24566   FAANG Engineer.Scientist                  225000
## 24577   FAANG          BUSI.MGMT                  219000
## 24581   Other          BUSI.MGMT                  285000
## 24582   Other Engineer.Scientist                   22000
## 24583   FAANG Engineer.Scientist                  410000
## 24587   FAANG Engineer.Scientist                  121000
## 24590   Tier2 Engineer.Scientist                  140000
## 24595   Tier2 Engineer.Scientist                   75000
## 24597   Tier2          BUSI.MGMT                  190000
## 24604   Other          BUSI.MGMT                   58000
## 24605   Other Engineer.Scientist                  145000
## 24606   Tier2          BUSI.MGMT                  570000
## 24607   Tier2 Engineer.Scientist                  240000
## 24609   Other Engineer.Scientist                  350000
## 24611   Tier2 Engineer.Scientist                  164000
## 24614   Other              Other                  161000
## 24618   FAANG Engineer.Scientist                  200000
## 24626   Other Engineer.Scientist                  141000
## 24627   Tier2          BUSI.MGMT                  200000
## 24635   Tier2 Engineer.Scientist                   70000
## 24638   FAANG Engineer.Scientist                  500000
## 24640   Other Engineer.Scientist                  288000
## 24645   Tier2 Engineer.Scientist                  140000
## 24647   Tier2          BUSI.MGMT                   55000
## 24648   Tier2 Engineer.Scientist                  100000
## 24649   Tier2 Engineer.Scientist                  179000
## 24653   Other Engineer.Scientist                  102000
## 24656   Other Engineer.Scientist                  157000
## 24659   Other Engineer.Scientist                  220000
## 24661   FAANG              Other                  199000
## 24663   Other Engineer.Scientist                  218000
## 24664   Other Engineer.Scientist                   89000
## 24667   FAANG          BUSI.MGMT                  187000
## 24669   Other Engineer.Scientist                   81000
## 24673   FAANG Engineer.Scientist                  370000
## 24675   FAANG Engineer.Scientist                   98000
## 24677   Other Engineer.Scientist                  156000
## 24678   Other Engineer.Scientist                  175000
## 24681   Other              Other                  105000
## 24682   Other Engineer.Scientist                  143000
## 24683   Other Engineer.Scientist                   86000
## 24685   Tier2          BUSI.MGMT                  179000
## 24687   Other Engineer.Scientist                  193000
## 24688   Tier2 Engineer.Scientist                   77000
## 24689   Tier2 Engineer.Scientist                  248000
## 24692   Other Engineer.Scientist                   69000
## 24695   Other Engineer.Scientist                  101000
## 24697   FAANG          BUSI.MGMT                  266000
## 24701   FAANG Engineer.Scientist                  214000
## 24703   FAANG Engineer.Scientist                  247000
## 24707   Tier2 Engineer.Scientist                  247000
## 24708   Tier2          BUSI.MGMT                  185000
## 24709   FAANG          BUSI.MGMT                   94000
## 24711   Tier2 Engineer.Scientist                  100000
## 24714   Other Engineer.Scientist                  116000
## 24717   Other          BUSI.MGMT                  105000
## 24718   Tier2 Engineer.Scientist                  178000
## 24719   Tier2 Engineer.Scientist                  490000
## 24720   FAANG Engineer.Scientist                  405000
## 24721   Other Engineer.Scientist                   92000
## 24725   Tier2 Engineer.Scientist                  156000
## 24727   Other Engineer.Scientist                  480000
## 24728   FAANG Engineer.Scientist                  240000
## 24729   Tier2 Engineer.Scientist                  316000
## 24732   Tier2 Engineer.Scientist                  130000
## 24734   Other              Other                  199000
## 24735   Tier2          BUSI.MGMT                  396000
## 24744   FAANG Engineer.Scientist                  164000
## 24746   Tier2 Engineer.Scientist                  280000
## 24747   FAANG Engineer.Scientist                  260000
## 24748   Other Engineer.Scientist                  132000
## 24749   Other              Other                  120000
## 24750   FAANG Engineer.Scientist                  300000
## 24757   FAANG Engineer.Scientist                  207000
## 24758   Other Engineer.Scientist                  178000
## 24765   Other Engineer.Scientist                   98000
## 24770   Other Engineer.Scientist                  330000
## 24772   Tier2 Engineer.Scientist                  110000
## 24774   Other Engineer.Scientist                  115000
## 24776   Other Engineer.Scientist                  140000
## 24777   Other Engineer.Scientist                  137000
## 24782   Tier2 Engineer.Scientist                  145000
## 24783   FAANG Engineer.Scientist                  208000
## 24784   FAANG Engineer.Scientist                  284000
## 24786   FAANG          BUSI.MGMT                  135000
## 24788   Tier2 Engineer.Scientist                  120000
## 24790   Tier2 Engineer.Scientist                  157000
## 24795   Other Engineer.Scientist                  189000
## 24796   FAANG Engineer.Scientist                  287000
## 24798   FAANG          BUSI.MGMT                  295000
## 24800   Tier2 Engineer.Scientist                  190000
## 24801   Other Engineer.Scientist                  280000
## 24803   Tier2 Engineer.Scientist                  389000
## 24806   Other              Other                  385000
## 24807   FAANG Engineer.Scientist                  200000
## 24808   FAANG          BUSI.MGMT                  558000
## 24809   FAANG          BUSI.MGMT                  473000
## 24810   FAANG Engineer.Scientist                  600000
## 24812   Tier2 Engineer.Scientist                  202000
## 24813   Tier2 Engineer.Scientist                  257000
## 24820   Tier2          BUSI.MGMT                  188000
## 24822   FAANG          BUSI.MGMT                  330000
## 24828   Tier2 Engineer.Scientist                  640000
## 24829   FAANG          BUSI.MGMT                  152000
## 24830   Tier2 Engineer.Scientist                  118000
## 24831   Other Engineer.Scientist                  149000
## 24832   Tier2 Engineer.Scientist                  260000
## 24834   Other              Other                  380000
## 24836   Other Engineer.Scientist                   80000
## 24837   FAANG Engineer.Scientist                  470000
## 24840   Other Engineer.Scientist                   91000
## 24842   Tier2          BUSI.MGMT                  125000
## 24843   FAANG Engineer.Scientist                  205000
## 24848   Tier2 Engineer.Scientist                   63000
## 24850   FAANG Engineer.Scientist                  181000
## 24851   FAANG Engineer.Scientist                  233000
## 24852   FAANG Engineer.Scientist                  192000
## 24856   Tier2 Engineer.Scientist                  250000
## 24857   Tier2 Engineer.Scientist                  146000
## 24858   Tier2 Engineer.Scientist                  219000
## 24861   Tier2          BUSI.MGMT                  132000
## 24862   Other Engineer.Scientist                  225000
## 24865   FAANG Engineer.Scientist                  245000
## 24868   FAANG Engineer.Scientist                  275000
## 24872   Tier2              Other                  140000
## 24875   Tier2 Engineer.Scientist                  187000
## 24876   Other          BUSI.MGMT                  459000
## 24879   FAANG Engineer.Scientist                  171000
## 24880   Tier2 Engineer.Scientist                  164000
## 24881   FAANG Engineer.Scientist                  588000
## 24883   Other Engineer.Scientist                  224000
## 24884   Other Engineer.Scientist                  190000
## 24885   Other Engineer.Scientist                  125000
## 24886   Other Engineer.Scientist                  150000
## 24887   Other Engineer.Scientist                  220000
## 24891   Tier2          BUSI.MGMT                  350000
## 24894   Other          BUSI.MGMT                  180000
## 24895   Tier2 Engineer.Scientist                  162000
## 24897   Tier2 Engineer.Scientist                  270000
## 24899   Tier2          BUSI.MGMT                  235000
## 24900   FAANG Engineer.Scientist                  352000
## 24901   Other Engineer.Scientist                  203000
## 24902   Tier2          BUSI.MGMT                  300000
## 24904   FAANG Engineer.Scientist                  336000
## 24905   Other Engineer.Scientist                  165000
## 24909   Other Engineer.Scientist                   77000
## 24910   Tier2 Engineer.Scientist                 1100000
## 24913   Tier2 Engineer.Scientist                  180000
## 24916   Tier2 Engineer.Scientist                  140000
## 24917   Tier2 Engineer.Scientist                  342000
## 24919   Tier2          BUSI.MGMT                  218000
## 24920   Other Engineer.Scientist                  160000
## 24924   FAANG Engineer.Scientist                  299000
## 24927   FAANG Engineer.Scientist                  500000
## 24929   Tier2 Engineer.Scientist                  180000
## 24931   Other Engineer.Scientist                  313000
## 24933   Other Engineer.Scientist                   88000
## 24935   Other Engineer.Scientist                   72000
## 24940   Tier2 Engineer.Scientist                  188000
## 24941   Other Engineer.Scientist                  315000
## 24948   Other Engineer.Scientist                  375000
## 24951   Tier2 Engineer.Scientist                  340000
## 24953   Other Engineer.Scientist                  305000
## 24957   Tier2          BUSI.MGMT                  195000
## 24960   Other          BUSI.MGMT                  121000
## 24962   FAANG Engineer.Scientist                  380000
## 24965   Tier2 Engineer.Scientist                  184000
## 24968   FAANG Engineer.Scientist                  314000
## 24970   FAANG Engineer.Scientist                  190000
## 24972   Tier2          BUSI.MGMT                   78000
## 24977   Other              Other                  240000
## 24978   Tier2          BUSI.MGMT                  310000
## 24979   FAANG Engineer.Scientist                  425000
## 24981   Tier2          BUSI.MGMT                   63000
## 24986   Tier2 Engineer.Scientist                  326000
## 24987   FAANG Engineer.Scientist                  350000
## 24990   Other          BUSI.MGMT                   45000
## 24991   Tier2 Engineer.Scientist                  144000
## 24992   Other              Other                  116000
## 24993   Other Engineer.Scientist                  229000
## 24995   Other Engineer.Scientist                   77000
## 25002   FAANG Engineer.Scientist                   99000
## 25004   Tier2              Other                  121000
## 25008   Other Engineer.Scientist                   80000
## 25012   Tier2 Engineer.Scientist                  129000
## 25013   Tier2 Engineer.Scientist                  133000
## 25014   Other Engineer.Scientist                  120000
## 25016   FAANG              Other                   85000
## 25017   FAANG          BUSI.MGMT                  165000
## 25019   Tier2          BUSI.MGMT                  432000
## 25021   Tier2 Engineer.Scientist                  164000
## 25023   FAANG Engineer.Scientist                  207000
## 25027   Other          BUSI.MGMT                  220000
## 25029   Other Engineer.Scientist                  246000
## 25032   Tier2              Other                  369000
## 25038   Tier2          BUSI.MGMT                  202000
## 25042   Other Engineer.Scientist                   27000
## 25043   FAANG Engineer.Scientist                  165000
## 25045   Tier2 Engineer.Scientist                  130000
## 25050   Tier2 Engineer.Scientist                  167000
## 25053   Tier2          BUSI.MGMT                  198000
## 25057   Other          BUSI.MGMT                  180000
## 25064   Other              Other                  150000
## 25066   FAANG Engineer.Scientist                   58000
## 25070   FAANG Engineer.Scientist                  248000
## 25071   FAANG Engineer.Scientist                  396000
## 25072   Tier2 Engineer.Scientist                  260000
## 25073   Tier2          BUSI.MGMT                  280000
## 25074   Other Engineer.Scientist                  117000
## 25076   FAANG              Other                  137000
## 25077   Other Engineer.Scientist                  130000
## 25083   Tier2 Engineer.Scientist                  128000
## 25085   Tier2 Engineer.Scientist                  188000
## 25086   Tier2 Engineer.Scientist                  201000
## 25090   Other          BUSI.MGMT                  146000
## 25093   FAANG Engineer.Scientist                  226000
## 25094   Tier2 Engineer.Scientist                  175000
## 25095   FAANG          BUSI.MGMT                  136000
## 25106   FAANG Engineer.Scientist                  248000
## 25109   FAANG Engineer.Scientist                  265000
## 25110   Tier2 Engineer.Scientist                  420000
## 25111   Tier2              Other                  121000
## 25116   FAANG Engineer.Scientist                  337000
## 25117   Other Engineer.Scientist                  164000
## 25118   Other          BUSI.MGMT                   55000
## 25124   FAANG Engineer.Scientist                  234000
## 25126   Other Engineer.Scientist                   26000
## 25129   Tier2 Engineer.Scientist                  132000
## 25136   FAANG Engineer.Scientist                  254000
## 25138   FAANG Engineer.Scientist                  199000
## 25139   Tier2          BUSI.MGMT                  111000
## 25142   FAANG Engineer.Scientist                  189000
## 25144   Tier2 Engineer.Scientist                  158000
## 25147   Tier2 Engineer.Scientist                  145000
## 25149   FAANG Engineer.Scientist                  385000
## 25150   Other          BUSI.MGMT                  201000
## 25152   Tier2              Other                  235000
## 25153   FAANG Engineer.Scientist                  176000
## 25154   Other          BUSI.MGMT                  180000
## 25155   Tier2          BUSI.MGMT                  213000
## 25156   Other          BUSI.MGMT                  440000
## 25160   Tier2 Engineer.Scientist                  150000
## 25163   Other Engineer.Scientist                  493000
## 25170   Other Engineer.Scientist                  240000
## 25172   Other          BUSI.MGMT                  190000
## 25173   Other Engineer.Scientist                  170000
## 25181   FAANG Engineer.Scientist                  170000
## 25183   Other Engineer.Scientist                  104000
## 25187   FAANG              Other                  129000
## 25188   FAANG          BUSI.MGMT                  261000
## 25191   Tier2              Other                  185000
## 25194   FAANG Engineer.Scientist                  355000
## 25196   Other          BUSI.MGMT                  202000
## 25203   Tier2 Engineer.Scientist                  205000
## 25204   Other Engineer.Scientist                   15000
## 25208   Tier2 Engineer.Scientist                  130000
## 25210   Other Engineer.Scientist                   97000
## 25213   Other Engineer.Scientist                   70000
## 25215   Other Engineer.Scientist                  145000
## 25217   Other Engineer.Scientist                  108000
## 25219   Other Engineer.Scientist                  113000
## 25222   FAANG              Other                  330000
## 25226   FAANG              Other                  251000
## 25227   Tier2 Engineer.Scientist                  205000
## 25229   Tier2 Engineer.Scientist                  135000
## 25230   Other Engineer.Scientist                  365000
## 25231   Tier2              Other                  170000
## 25232   Tier2          BUSI.MGMT                  162000
## 25234   FAANG Engineer.Scientist                  175000
## 25236   Other          BUSI.MGMT                  160000
## 25241   FAANG Engineer.Scientist                  594000
## 25244   Other          BUSI.MGMT                   98000
## 25245   Other          BUSI.MGMT                  225000
## 25246   Other          BUSI.MGMT                  172000
## 25248   Tier2 Engineer.Scientist                  138000
## 25253   Other          BUSI.MGMT                  108000
## 25255   FAANG Engineer.Scientist                  226000
## 25256   Tier2              Other                  196000
## 25257   Tier2 Engineer.Scientist                  162000
## 25261   Other              Other                  140000
## 25262   Other Engineer.Scientist                  175000
## 25263   FAANG              Other                  279000
## 25267   Other Engineer.Scientist                  123000
## 25273   Tier2 Engineer.Scientist                  403000
## 25275   FAANG Engineer.Scientist                  273000
## 25276   FAANG          BUSI.MGMT                  156000
## 25277   FAANG Engineer.Scientist                  225000
## 25279   FAANG          BUSI.MGMT                  300000
## 25281   Tier2 Engineer.Scientist                  165000
## 25282   FAANG Engineer.Scientist                  200000
## 25283   FAANG Engineer.Scientist                  130000
## 25285   Other Engineer.Scientist                   47000
## 25286   FAANG Engineer.Scientist                  155000
## 25287   Other          BUSI.MGMT                   53000
## 25288   Other Engineer.Scientist                   21000
## 25289   Other Engineer.Scientist                  210000
## 25291   FAANG Engineer.Scientist                  349000
## 25294   Other Engineer.Scientist                  214000
## 25295   Other              Other                   59000
## 25298   Other          BUSI.MGMT                   73000
## 25299   Tier2 Engineer.Scientist                   24000
## 25300   FAANG Engineer.Scientist                  255000
## 25301   FAANG Engineer.Scientist                  162000
## 25307   Other              Other                  182000
## 25308   Tier2 Engineer.Scientist                  145000
## 25310   Tier2 Engineer.Scientist                  220000
## 25314   Tier2          BUSI.MGMT                  190000
## 25316   Other          BUSI.MGMT                  300000
## 25318   FAANG Engineer.Scientist                  190000
## 25326   Tier2          BUSI.MGMT                   87000
## 25328   Other          BUSI.MGMT                  166000
## 25329   Tier2 Engineer.Scientist                  152000
## 25330   Tier2 Engineer.Scientist                  115000
## 25334   Tier2          BUSI.MGMT                  212000
## 25336   Other Engineer.Scientist                  250000
## 25337   Tier2 Engineer.Scientist                  165000
## 25338   Tier2              Other                  222000
## 25339   FAANG              Other                  230000
## 25340   Other Engineer.Scientist                  115000
## 25342   FAANG Engineer.Scientist                  105000
## 25343   Tier2          BUSI.MGMT                  155000
## 25345   FAANG Engineer.Scientist                  285000
## 25353   FAANG          BUSI.MGMT                  255000
## 25355   FAANG Engineer.Scientist                  248000
## 25356   Other Engineer.Scientist                  270000
## 25364   Other Engineer.Scientist                  120000
## 25365   Tier2 Engineer.Scientist                  164000
## 25367   Tier2 Engineer.Scientist                  201000
## 25369   Other          BUSI.MGMT                   42000
## 25370   FAANG Engineer.Scientist                  238000
## 25372   Tier2          BUSI.MGMT                   64000
## 25374   Tier2 Engineer.Scientist                  174000
## 25375   FAANG Engineer.Scientist                  289000
## 25377   Other Engineer.Scientist                   92000
## 25378   Other Engineer.Scientist                  190000
## 25381   Other          BUSI.MGMT                  390000
## 25383   Other Engineer.Scientist                  200000
## 25387   Tier2          BUSI.MGMT                   73000
## 25389   Tier2 Engineer.Scientist                  175000
## 25392   Tier2 Engineer.Scientist                  315000
## 25393   Other Engineer.Scientist                   36000
## 25394   Other          BUSI.MGMT                  160000
## 25400   Tier2 Engineer.Scientist                  270000
## 25403   Other Engineer.Scientist                  150000
## 25404   Other Engineer.Scientist                  181000
## 25406   Other Engineer.Scientist                  173000
## 25407   Other          BUSI.MGMT                  370000
## 25410   Other          BUSI.MGMT                   87000
## 25412   Other          BUSI.MGMT                  175000
## 25413   Tier2 Engineer.Scientist                  170000
## 25416   FAANG          BUSI.MGMT                  209000
## 25418   Tier2              Other                  239000
## 25422   Tier2          BUSI.MGMT                   81000
## 25424   FAANG              Other                  330000
## 25427   Tier2          BUSI.MGMT                  375000
## 25428   Other Engineer.Scientist                  227000
## 25434   Tier2 Engineer.Scientist                  140000
## 25436   Other          BUSI.MGMT                  105000
## 25438   Tier2 Engineer.Scientist                  320000
## 25439   FAANG Engineer.Scientist                  200000
## 25441   Other Engineer.Scientist                  175000
## 25453   Other Engineer.Scientist                  135000
## 25456   FAANG          BUSI.MGMT                  295000
## 25457   Other Engineer.Scientist                  158000
## 25459   Other Engineer.Scientist                   57000
## 25467   Other          BUSI.MGMT                  380000
## 25470   Other Engineer.Scientist                  116000
## 25471   Other Engineer.Scientist                  132000
## 25474   FAANG Engineer.Scientist                  105000
## 25478   Tier2 Engineer.Scientist                  270000
## 25480   Tier2          BUSI.MGMT                   80000
## 25483   Tier2 Engineer.Scientist                  225000
## 25484   Tier2 Engineer.Scientist                  240000
## 25486   Other Engineer.Scientist                  128000
## 25487   FAANG Engineer.Scientist                  172000
## 25489   Tier2 Engineer.Scientist                  192000
## 25490   Other Engineer.Scientist                   77000
## 25495   FAANG          BUSI.MGMT                  385000
## 25496   Other Engineer.Scientist                  109000
## 25501   Tier2 Engineer.Scientist                  248000
## 25505   Other Engineer.Scientist                   78000
## 25506   FAANG          BUSI.MGMT                   72000
## 25509   FAANG Engineer.Scientist                  173000
## 25513   Tier2 Engineer.Scientist                   38000
## 25515   FAANG Engineer.Scientist                  215000
## 25516   Other Engineer.Scientist                  155000
## 25521   Tier2 Engineer.Scientist                  191000
## 25522   FAANG Engineer.Scientist                  253000
## 25523   Other          BUSI.MGMT                  190000
## 25526   Other Engineer.Scientist                  262000
## 25533   Tier2 Engineer.Scientist                  206000
## 25536   FAANG Engineer.Scientist                  202000
## 25539   Other Engineer.Scientist                  130000
## 25540   Other Engineer.Scientist                  175000
## 25543   Tier2 Engineer.Scientist                  346000
## 25549   FAANG              Other                  170000
## 25552   Tier2          BUSI.MGMT                   95000
## 25554   FAANG Engineer.Scientist                  265000
## 25561   Other Engineer.Scientist                  125000
## 25562   FAANG Engineer.Scientist                  135000
## 25566   Tier2              Other                  262000
## 25567   FAANG Engineer.Scientist                  490000
## 25568   Other Engineer.Scientist                  128000
## 25569   FAANG Engineer.Scientist                  230000
## 25574   Other Engineer.Scientist                  246000
## 25575   Tier2              Other                  200000
## 25578   Tier2          BUSI.MGMT                  235000
## 25582   FAANG Engineer.Scientist                  245000
## 25584   Other Engineer.Scientist                  135000
## 25588   Other Engineer.Scientist                  100000
## 25590   Other          BUSI.MGMT                   62000
## 25591   Other Engineer.Scientist                  119000
## 25592   FAANG Engineer.Scientist                  230000
## 25600   FAANG Engineer.Scientist                  320000
## 25602   Tier2 Engineer.Scientist                  320000
## 25603   Other Engineer.Scientist                   85000
## 25606   Tier2          BUSI.MGMT                  116000
## 25607   Other Engineer.Scientist                  120000
## 25608   FAANG Engineer.Scientist                  325000
## 25612   Other              Other                  140000
## 25613   Tier2          BUSI.MGMT                  142000
## 25617   Tier2          BUSI.MGMT                  150000
## 25618   Tier2          BUSI.MGMT                  292000
## 25621   Tier2 Engineer.Scientist                  140000
## 25622   Other Engineer.Scientist                  115000
## 25626   Other Engineer.Scientist                  283000
## 25627   Other Engineer.Scientist                  161000
## 25630   FAANG Engineer.Scientist                  350000
## 25632   Tier2              Other                   92000
## 25634   Other Engineer.Scientist                  225000
## 25638   FAANG Engineer.Scientist                  221000
## 25639   Other Engineer.Scientist                   47000
## 25642   Other Engineer.Scientist                  223000
## 25643   Tier2          BUSI.MGMT                  175000
## 25644   Other Engineer.Scientist                  175000
## 25646   Tier2 Engineer.Scientist                   62000
## 25647   Other              Other                   85000
## 25648   Other Engineer.Scientist                   53000
## 25649   FAANG Engineer.Scientist                  220000
## 25650   FAANG          BUSI.MGMT                  383000
## 25651   FAANG Engineer.Scientist                  192000
## 25653   Other Engineer.Scientist                   43000
## 25654   Other              Other                  164000
## 25657   Tier2 Engineer.Scientist                  146000
## 25659   Other Engineer.Scientist                  105000
## 25660   FAANG Engineer.Scientist                  175000
## 25662   Other          BUSI.MGMT                  107000
## 25663   FAANG Engineer.Scientist                  220000
## 25665   Tier2 Engineer.Scientist                  345000
## 25669   Tier2          BUSI.MGMT                  195000
## 25670   Other Engineer.Scientist                  177000
## 25671   Other          BUSI.MGMT                  203000
## 25675   FAANG Engineer.Scientist                  567000
## 25689   FAANG Engineer.Scientist                  370000
## 25690   Tier2          BUSI.MGMT                  193000
## 25691   FAANG Engineer.Scientist                  188000
## 25692   Other          BUSI.MGMT                  173000
## 25694   Tier2          BUSI.MGMT                  220000
## 25698   Other Engineer.Scientist                  200000
## 25699   Tier2 Engineer.Scientist                  110000
## 25701   Other          BUSI.MGMT                  210000
## 25703   Tier2              Other                  164000
## 25704   FAANG Engineer.Scientist                  400000
## 25709   Tier2          BUSI.MGMT                  198000
## 25714   Other          BUSI.MGMT                   80000
## 25716   Other          BUSI.MGMT                  275000
## 25721   FAANG Engineer.Scientist                  253000
## 25726   Other Engineer.Scientist                  192000
## 25727   Tier2 Engineer.Scientist                  180000
## 25729   Other Engineer.Scientist                   25000
## 25734   Tier2          BUSI.MGMT                   85000
## 25738   Tier2 Engineer.Scientist                  194000
## 25741   Other Engineer.Scientist                  165000
## 25745   Other Engineer.Scientist                   47000
## 25746   Other Engineer.Scientist                   12000
## 25747   Other          BUSI.MGMT                   86000
## 25749   FAANG Engineer.Scientist                  204000
## 25752   Tier2 Engineer.Scientist                   45000
## 25753   Tier2 Engineer.Scientist                  235000
## 25757   Other Engineer.Scientist                  117000
## 25759   Other Engineer.Scientist                  166000
## 25762   Other          BUSI.MGMT                  119000
## 25763   Other Engineer.Scientist                   85000
## 25766   Tier2 Engineer.Scientist                  167000
## 25767   Tier2          BUSI.MGMT                  163000
## 25768   Tier2          BUSI.MGMT                  150000
## 25779   Tier2 Engineer.Scientist                  170000
## 25780   Tier2              Other                  219000
## 25786   Other Engineer.Scientist                  138000
## 25788   FAANG          BUSI.MGMT                  169000
## 25790   Other Engineer.Scientist                  205000
## 25791   Tier2          BUSI.MGMT                  172000
## 25792   FAANG Engineer.Scientist                  196000
## 25793   Other Engineer.Scientist                  181000
## 25795   Tier2 Engineer.Scientist                  108000
## 25798   FAANG Engineer.Scientist                  220000
## 25807   FAANG Engineer.Scientist                  261000
## 25808   Other          BUSI.MGMT                  300000
## 25809   Tier2 Engineer.Scientist                  213000
## 25813   Tier2 Engineer.Scientist                  467000
## 25814   Other Engineer.Scientist                  324000
## 25815   Other Engineer.Scientist                  138000
## 25816   FAANG Engineer.Scientist                  215000
## 25817   Tier2 Engineer.Scientist                  128000
## 25819   Tier2 Engineer.Scientist                  216000
## 25821   Other Engineer.Scientist                  175000
## 25824   Other          BUSI.MGMT                  170000
## 25828   Other Engineer.Scientist                   93000
## 25831   Tier2          BUSI.MGMT                  127000
## 25834   Other Engineer.Scientist                  360000
## 25837   Other Engineer.Scientist                  140000
## 25838   Other Engineer.Scientist                  125000
## 25841   Other Engineer.Scientist                  103000
## 25845   Tier2 Engineer.Scientist                  212000
## 25846   FAANG Engineer.Scientist                   40000
## 25847   Tier2          BUSI.MGMT                  315000
## 25855   FAANG Engineer.Scientist                   40000
## 25860   Tier2 Engineer.Scientist                  172000
## 25861   Tier2 Engineer.Scientist                  160000
## 25862   FAANG Engineer.Scientist                  252000
## 25865   Other          BUSI.MGMT                   32000
## 25869   FAANG Engineer.Scientist                  207000
## 25872   Tier2 Engineer.Scientist                  149000
## 25873   Tier2 Engineer.Scientist                   85000
## 25874   Tier2 Engineer.Scientist                  180000
## 25878   Other          BUSI.MGMT                  189000
## 25879   Tier2 Engineer.Scientist                  399000
## 25880   Other          BUSI.MGMT                  342000
## 25882   Other Engineer.Scientist                  108000
## 25885   Other          BUSI.MGMT                   82000
## 25886   FAANG Engineer.Scientist                  148000
## 25890   FAANG Engineer.Scientist                  154000
## 25891   Other          BUSI.MGMT                  110000
## 25893   Other          BUSI.MGMT                  238000
## 25896   Tier2              Other                  195000
## 25898   Other              Other                  167000
## 25900   Other          BUSI.MGMT                  159000
## 25908   FAANG Engineer.Scientist                  340000
## 25909   Tier2 Engineer.Scientist                  190000
## 25915   Other Engineer.Scientist                  230000
## 25917   Tier2          BUSI.MGMT                  200000
## 25920   Other Engineer.Scientist                   95000
## 25922   Tier2          BUSI.MGMT                  140000
## 25927   Tier2 Engineer.Scientist                  170000
## 25929   Tier2 Engineer.Scientist                  320000
## 25930   FAANG Engineer.Scientist                  460000
## 25933   Tier2 Engineer.Scientist                  135000
## 25934   Tier2          BUSI.MGMT                  221000
## 25936   Tier2 Engineer.Scientist                  174000
## 25937   Tier2 Engineer.Scientist                  109000
## 25939   Other              Other                   40000
## 25941   Tier2 Engineer.Scientist                   12000
## 25947   Other Engineer.Scientist                   92000
## 25949   FAANG Engineer.Scientist                  425000
## 25955   Tier2 Engineer.Scientist                  103000
## 25960   Other Engineer.Scientist                  105000
## 25967   Tier2 Engineer.Scientist                  122000
## 25968   Other Engineer.Scientist                  270000
## 25969   Other Engineer.Scientist                   25000
## 25973   FAANG Engineer.Scientist                  370000
## 25977   Tier2          BUSI.MGMT                  164000
## 25978   Other Engineer.Scientist                  248000
## 25981   Tier2              Other                  153000
## 25984   FAANG Engineer.Scientist                  341000
## 25988   Other Engineer.Scientist                  160000
## 25989   Tier2 Engineer.Scientist                   45000
## 25990   FAANG Engineer.Scientist                  194000
## 25991   FAANG Engineer.Scientist                  253000
## 26000   Tier2 Engineer.Scientist                  325000
## 26002   Other          BUSI.MGMT                  165000
## 26007   Other Engineer.Scientist                  165000
## 26008   Tier2 Engineer.Scientist                   85000
## 26009   FAANG Engineer.Scientist                  600000
## 26011   Other Engineer.Scientist                  226000
## 26012   FAANG Engineer.Scientist                  155000
## 26013   Tier2 Engineer.Scientist                   38000
## 26018   FAANG Engineer.Scientist                  175000
## 26019   Other Engineer.Scientist                   85000
## 26025   Other              Other                  100000
## 26026   Other Engineer.Scientist                  145000
## 26028   FAANG          BUSI.MGMT                   90000
## 26035   FAANG Engineer.Scientist                  164000
## 26037   Other Engineer.Scientist                   83000
## 26043   FAANG Engineer.Scientist                  588000
## 26047   FAANG Engineer.Scientist                  210000
## 26050   Tier2 Engineer.Scientist                  193000
## 26052   Other              Other                   91000
## 26057   FAANG          BUSI.MGMT                  400000
## 26058   FAANG          BUSI.MGMT                  230000
## 26059   Other Engineer.Scientist                  130000
## 26060   FAANG Engineer.Scientist                  329000
## 26069   FAANG Engineer.Scientist                  464000
## 26070   FAANG Engineer.Scientist                  173000
## 26074   Tier2          BUSI.MGMT                   83000
## 26077   FAANG Engineer.Scientist                  161000
## 26082   FAANG              Other                  250000
## 26083   FAANG Engineer.Scientist                  400000
## 26086   Tier2 Engineer.Scientist                  130000
## 26091   FAANG Engineer.Scientist                   57000
## 26092   Tier2 Engineer.Scientist                   83000
## 26094   Other Engineer.Scientist                  155000
## 26096   FAANG Engineer.Scientist                  162000
## 26097   FAANG Engineer.Scientist                  245000
## 26102   FAANG Engineer.Scientist                  169000
## 26105   Other Engineer.Scientist                  132000
## 26106   Tier2 Engineer.Scientist                   23000
## 26107   Tier2 Engineer.Scientist                  203000
## 26108   Other Engineer.Scientist                  130000
## 26115   Other Engineer.Scientist                   72000
## 26117   FAANG              Other                  250000
## 26119   Other Engineer.Scientist                   82000
## 26120   Other Engineer.Scientist                  108000
## 26123   FAANG Engineer.Scientist                  184000
## 26132   Tier2          BUSI.MGMT                   53000
## 26136   Tier2          BUSI.MGMT                   32000
## 26137   Tier2          BUSI.MGMT                  112000
## 26139   Tier2 Engineer.Scientist                   57000
## 26142   Other Engineer.Scientist                  120000
## 26143   Tier2          BUSI.MGMT                  200000
## 26146   Tier2 Engineer.Scientist                   87000
## 26150   Other Engineer.Scientist                   59000
## 26152   Other Engineer.Scientist                   85000
## 26154   FAANG Engineer.Scientist                  420000
## 26155   Other Engineer.Scientist                  330000
## 26158   FAANG          BUSI.MGMT                  358000
## 26159   Other Engineer.Scientist                   80000
## 26160   Other          BUSI.MGMT                  215000
## 26164   FAANG Engineer.Scientist                  251000
## 26165   FAANG Engineer.Scientist                  186000
## 26168   FAANG Engineer.Scientist                  175000
## 26176   Other          BUSI.MGMT                   78000
## 26179   Other Engineer.Scientist                  101000
## 26184   FAANG Engineer.Scientist                  487000
## 26185   Other Engineer.Scientist                  210000
## 26186   Other          BUSI.MGMT                  304000
## 26191   FAANG              Other                  214000
## 26195   Other Engineer.Scientist                   87000
## 26198   Tier2          BUSI.MGMT                   92000
## 26202   Other Engineer.Scientist                   76000
## 26205   Other Engineer.Scientist                  105000
## 26207   FAANG          BUSI.MGMT                  345000
## 26208   FAANG Engineer.Scientist                  631000
## 26209   Other          BUSI.MGMT                  138000
## 26211   Other Engineer.Scientist                  175000
## 26214   Tier2 Engineer.Scientist                  118000
## 26220   Other Engineer.Scientist                   15000
## 26221   Tier2          BUSI.MGMT                  100000
## 26222   Other Engineer.Scientist                  120000
## 26223   Tier2              Other                  135000
## 26224   Tier2              Other                  224000
## 26230   Tier2 Engineer.Scientist                  239000
## 26234   Tier2 Engineer.Scientist                  220000
## 26236   Tier2          BUSI.MGMT                  135000
## 26243   Other Engineer.Scientist                  130000
## 26246   FAANG              Other                  180000
## 26247   FAANG Engineer.Scientist                  246000
## 26248   Other Engineer.Scientist                  210000
## 26249   FAANG Engineer.Scientist                  121000
## 26250   Tier2 Engineer.Scientist                  135000
## 26251   Tier2 Engineer.Scientist                  223000
## 26252   Other Engineer.Scientist                  204000
## 26257   Other Engineer.Scientist                  275000
## 26260   FAANG Engineer.Scientist                   87000
## 26263   FAANG Engineer.Scientist                  304000
## 26264   Tier2 Engineer.Scientist                  136000
## 26268   Tier2          BUSI.MGMT                   90000
## 26269   Other Engineer.Scientist                  410000
## 26270   Other              Other                  263000
## 26275   Other Engineer.Scientist                   80000
## 26286   Tier2 Engineer.Scientist                  155000
## 26289   FAANG          BUSI.MGMT                  113000
## 26292   FAANG          BUSI.MGMT                  584000
## 26294   Other Engineer.Scientist                   40000
## 26295   Other Engineer.Scientist                  205000
## 26298   FAANG          BUSI.MGMT                  191000
## 26299   Tier2 Engineer.Scientist                  130000
## 26301   FAANG Engineer.Scientist                  395000
## 26302   FAANG Engineer.Scientist                  400000
## 26307   Tier2 Engineer.Scientist                   11000
## 26308   Other Engineer.Scientist                  200000
## 26310   Tier2 Engineer.Scientist                   55000
## 26311   FAANG Engineer.Scientist                  267000
## 26313   FAANG Engineer.Scientist                  420000
## 26314   Tier2 Engineer.Scientist                  160000
## 26315   Tier2 Engineer.Scientist                  169000
## 26316   Other Engineer.Scientist                   97000
## 26317   Tier2 Engineer.Scientist                   33000
## 26323   Other          BUSI.MGMT                  121000
## 26324   Tier2 Engineer.Scientist                  102000
## 26328   Other Engineer.Scientist                  163000
## 26333   FAANG Engineer.Scientist                  473000
## 26334   Tier2              Other                  270000
## 26337   FAANG Engineer.Scientist                  550000
## 26345   Other Engineer.Scientist                  175000
## 26347   Tier2          BUSI.MGMT                  190000
## 26348   Other Engineer.Scientist                  143000
## 26351   Other Engineer.Scientist                  168000
## 26352   Other Engineer.Scientist                  310000
## 26354   FAANG Engineer.Scientist                   61000
## 26357   Other Engineer.Scientist                  143000
## 26358   Tier2 Engineer.Scientist                  178000
## 26361   FAANG Engineer.Scientist                  253000
## 26362   Other Engineer.Scientist                  275000
## 26364   FAANG Engineer.Scientist                  538000
## 26366   Other Engineer.Scientist                  109000
## 26367   Other Engineer.Scientist                  284000
## 26370   Other Engineer.Scientist                  141000
## 26372   Other Engineer.Scientist                  228000
## 26376   Tier2          BUSI.MGMT                  213000
## 26377   Other Engineer.Scientist                  162000
## 26379   Tier2 Engineer.Scientist                  139000
## 26381   Tier2 Engineer.Scientist                  139000
## 26384   Other Engineer.Scientist                  196000
## 26385   Other Engineer.Scientist                   88000
## 26390   Other Engineer.Scientist                  140000
## 26391   Other Engineer.Scientist                  210000
## 26392   Tier2 Engineer.Scientist                  205000
## 26394   FAANG          BUSI.MGMT                  296000
## 26399   Other Engineer.Scientist                  340000
## 26410   Tier2 Engineer.Scientist                  110000
## 26413   Other Engineer.Scientist                  106000
## 26417   Other Engineer.Scientist                   10000
## 26421   FAANG Engineer.Scientist                  254000
## 26423   Other Engineer.Scientist                  200000
## 26425   FAANG          BUSI.MGMT                  200000
## 26426   Tier2          BUSI.MGMT                  133000
## 26428   Other          BUSI.MGMT                  115000
## 26429   Other          BUSI.MGMT                  511000
## 26431   FAANG          BUSI.MGMT                 1203000
## 26436   Other Engineer.Scientist                  152000
## 26438   Other Engineer.Scientist                  144000
## 26447   FAANG Engineer.Scientist                  112000
## 26448   FAANG          BUSI.MGMT                  295000
## 26451   Other              Other                  164000
## 26452   Tier2 Engineer.Scientist                  150000
## 26453   Tier2              Other                  128000
## 26455   FAANG Engineer.Scientist                  227000
## 26457   FAANG          BUSI.MGMT                  230000
## 26460   FAANG Engineer.Scientist                  157000
## 26466   Other          BUSI.MGMT                  200000
## 26467   FAANG          BUSI.MGMT                  270000
## 26476   Other Engineer.Scientist                  190000
## 26478   Tier2 Engineer.Scientist                  120000
## 26487   Tier2 Engineer.Scientist                  180000
## 26489   Tier2 Engineer.Scientist                  225000
## 26490   Tier2          BUSI.MGMT                  295000
## 26491   Other Engineer.Scientist                   78000
## 26502   Tier2 Engineer.Scientist                  331000
## 26505   Other Engineer.Scientist                  570000
## 26506   FAANG Engineer.Scientist                  300000
## 26509   FAANG Engineer.Scientist                 1185000
## 26513   Tier2 Engineer.Scientist                  173000
## 26515   Other Engineer.Scientist                  200000
## 26519   Other Engineer.Scientist                  211000
## 26526   FAANG              Other                  140000
## 26527   Other Engineer.Scientist                  222000
## 26530   Other Engineer.Scientist                  230000
## 26531   FAANG Engineer.Scientist                  184000
## 26533   Other Engineer.Scientist                  250000
## 26535   Tier2          BUSI.MGMT                  251000
## 26540   Tier2          BUSI.MGMT                  244000
## 26544   Other          BUSI.MGMT                  158000
## 26545   FAANG Engineer.Scientist                  404000
## 26549   Other Engineer.Scientist                  243000
## 26551   Other          BUSI.MGMT                  238000
## 26553   Tier2              Other                   73000
## 26554   Tier2 Engineer.Scientist                  115000
## 26557   Other Engineer.Scientist                  680000
## 26561   Tier2 Engineer.Scientist                   27000
## 26562   Tier2 Engineer.Scientist                  150000
## 26563   Other              Other                  109000
## 26565   Tier2 Engineer.Scientist                  280000
## 26568   FAANG Engineer.Scientist                  191000
## 26569   Other Engineer.Scientist                  107000
## 26570   Other          BUSI.MGMT                  225000
## 26579   Tier2 Engineer.Scientist                  120000
## 26581   FAANG Engineer.Scientist                  275000
## 26588   FAANG Engineer.Scientist                  268000
## 26590   FAANG Engineer.Scientist                  170000
## 26594   Tier2 Engineer.Scientist                  202000
## 26595   Tier2 Engineer.Scientist                   93000
## 26600   FAANG Engineer.Scientist                  524000
## 26606   Tier2 Engineer.Scientist                  103000
## 26610   Tier2 Engineer.Scientist                  171000
## 26614   Tier2 Engineer.Scientist                  118000
## 26615   Tier2 Engineer.Scientist                  149000
## 26617   Other              Other                  210000
## 26618   FAANG Engineer.Scientist                  172000
## 26625   Other Engineer.Scientist                   86000
## 26626   Tier2 Engineer.Scientist                   59000
## 26628   Tier2 Engineer.Scientist                   76000
## 26629   FAANG Engineer.Scientist                  305000
## 26630   Other          BUSI.MGMT                  184000
## 26632   FAANG Engineer.Scientist                  895000
## 26634   Other          BUSI.MGMT                  280000
## 26635   FAANG              Other                  112000
## 26638   Other Engineer.Scientist                  273000
## 26644   Other Engineer.Scientist                  175000
## 26645   Tier2              Other                  122000
## 26647   Other Engineer.Scientist                   97000
## 26650   FAANG Engineer.Scientist                  385000
## 26651   Tier2 Engineer.Scientist                  170000
## 26652   Other Engineer.Scientist                  198000
## 26657   FAANG              Other                  198000
## 26665   Tier2 Engineer.Scientist                  195000
## 26666   Tier2          BUSI.MGMT                  170000
## 26670   Tier2 Engineer.Scientist                  171000
## 26671   FAANG Engineer.Scientist                  200000
## 26672   Tier2 Engineer.Scientist                   98000
## 26674   FAANG Engineer.Scientist                  277000
## 26675   Tier2 Engineer.Scientist                  194000
## 26686   FAANG Engineer.Scientist                  359000
## 26688   Tier2 Engineer.Scientist                  252000
## 26689   Tier2 Engineer.Scientist                  140000
## 26690   FAANG Engineer.Scientist                  385000
## 26692   Other          BUSI.MGMT                  153000
## 26693   Other Engineer.Scientist                  260000
## 26701   FAANG          BUSI.MGMT                  225000
## 26704   FAANG Engineer.Scientist                  161000
## 26705   FAANG Engineer.Scientist                  284000
## 26706   Tier2 Engineer.Scientist                  290000
## 26707   Other Engineer.Scientist                  550000
## 26709   Other Engineer.Scientist                  245000
## 26711   FAANG Engineer.Scientist                  205000
## 26712   FAANG              Other                  550000
## 26714   Other Engineer.Scientist                  330000
## 26715   Other          BUSI.MGMT                  240000
## 26721   Other Engineer.Scientist                  167000
## 26723   FAANG Engineer.Scientist                  195000
## 26725   Tier2              Other                  306000
## 26728   Other Engineer.Scientist                  135000
## 26733   Other          BUSI.MGMT                  112000
## 26734   Tier2 Engineer.Scientist                  166000
## 26735   Other Engineer.Scientist                   93000
## 26737   Other Engineer.Scientist                   83000
## 26738   Other Engineer.Scientist                   76000
## 26740   Other              Other                  142000
## 26742   Tier2          BUSI.MGMT                   64000
## 26744   Tier2 Engineer.Scientist                  180000
## 26747   Other Engineer.Scientist                   88000
## 26748   Other Engineer.Scientist                   59000
## 26750   FAANG          BUSI.MGMT                  315000
## 26751   Other Engineer.Scientist                  302000
## 26752   Other Engineer.Scientist                  210000
## 26755   Other Engineer.Scientist                   88000
## 26760   Other Engineer.Scientist                  225000
## 26762   Tier2 Engineer.Scientist                  110000
## 26763   Other Engineer.Scientist                  185000
## 26765   Tier2 Engineer.Scientist                  150000
## 26768   FAANG Engineer.Scientist                  235000
## 26769   Tier2          BUSI.MGMT                  119000
## 26770   Other          BUSI.MGMT                   93000
## 26774   FAANG Engineer.Scientist                  197000
## 26776   FAANG Engineer.Scientist                  185000
## 26779   Tier2          BUSI.MGMT                  135000
## 26780   Other              Other                  175000
## 26781   Other              Other                  180000
## 26784   Tier2 Engineer.Scientist                  370000
## 26785   Other Engineer.Scientist                  137000
## 26788   FAANG              Other                  116000
## 26791   Tier2 Engineer.Scientist                  180000
## 26800   Tier2          BUSI.MGMT                  255000
## 26803   FAANG              Other                  240000
## 26807   Tier2 Engineer.Scientist                  127000
## 26808   Tier2 Engineer.Scientist                  138000
## 26810   FAANG Engineer.Scientist                  318000
## 26811   Other Engineer.Scientist                  155000
## 26813   FAANG Engineer.Scientist                  263000
## 26814   Tier2 Engineer.Scientist                  180000
## 26815   Other Engineer.Scientist                  398000
## 26817   Tier2 Engineer.Scientist                  138000
## 26821   Tier2 Engineer.Scientist                  750000
## 26822   FAANG              Other                  139000
## 26824   Other          BUSI.MGMT                   24000
## 26825   Tier2 Engineer.Scientist                   47000
## 26827   FAANG Engineer.Scientist                  208000
## 26828   Other          BUSI.MGMT                   42000
## 26830   Tier2 Engineer.Scientist                  195000
## 26835   Other Engineer.Scientist                  153000
## 26837   FAANG          BUSI.MGMT                  376000
## 26838   Tier2 Engineer.Scientist                  165000
## 26841   Other Engineer.Scientist                  140000
## 26843   Tier2 Engineer.Scientist                  300000
## 26844   Other Engineer.Scientist                  375000
## 26849   FAANG Engineer.Scientist                  210000
## 26853   FAANG Engineer.Scientist                  580000
## 26868   Tier2          BUSI.MGMT                   56000
## 26872   Tier2 Engineer.Scientist                  189000
## 26874   Tier2          BUSI.MGMT                  396000
## 26877   Other Engineer.Scientist                  208000
## 26878   Tier2 Engineer.Scientist                  181000
## 26882   Other Engineer.Scientist                   65000
## 26886   Tier2 Engineer.Scientist                  148000
## 26887   Tier2 Engineer.Scientist                  185000
## 26889   Tier2 Engineer.Scientist                  214000
## 26890   Tier2 Engineer.Scientist                  145000
## 26897   Tier2 Engineer.Scientist                  204000
## 26899   Tier2 Engineer.Scientist                  210000
## 26901   FAANG          BUSI.MGMT                  433000
## 26903   Other Engineer.Scientist                  112000
## 26905   FAANG Engineer.Scientist                  407000
## 26908   Tier2 Engineer.Scientist                  121000
## 26910   Other Engineer.Scientist                  151000
## 26913   Tier2          BUSI.MGMT                  305000
## 26914   Other Engineer.Scientist                  248000
## 26917   Tier2 Engineer.Scientist                  398000
## 26924   Other Engineer.Scientist                  240000
## 26925   Other Engineer.Scientist                  300000
## 26933   Other Engineer.Scientist                  183000
## 26935   Tier2 Engineer.Scientist                  310000
## 26936   Tier2 Engineer.Scientist                  224000
## 26937   Tier2 Engineer.Scientist                  400000
## 26939   FAANG Engineer.Scientist                  200000
## 26941   Other Engineer.Scientist                  161000
## 26945   Tier2          BUSI.MGMT                  145000
## 26947   Other Engineer.Scientist                  212000
## 26950   Tier2 Engineer.Scientist                  139000
## 26958   FAANG Engineer.Scientist                  393000
## 26959   Tier2              Other                  205000
## 26963   Tier2 Engineer.Scientist                  120000
## 26965   Other Engineer.Scientist                   93000
## 26970   FAANG Engineer.Scientist                  182000
## 26973   Other          BUSI.MGMT                  154000
## 26974   Other Engineer.Scientist                  207000
## 26975   Tier2 Engineer.Scientist                  153000
## 26981   Other          BUSI.MGMT                  150000
## 26984   Tier2 Engineer.Scientist                  214000
## 26985   Tier2 Engineer.Scientist                  340000
## 26986   FAANG Engineer.Scientist                  286000
## 26991   FAANG Engineer.Scientist                  420000
## 26992   Tier2 Engineer.Scientist                  175000
## 26993   FAANG Engineer.Scientist                  155000
## 26994   Tier2 Engineer.Scientist                  203000
## 26996   Tier2 Engineer.Scientist                  187000
## 26999   Tier2              Other                   30000
## 27000   Other Engineer.Scientist                  113000
## 27003   Tier2 Engineer.Scientist                  159000
## 27007   Other Engineer.Scientist                   64000
## 27013   FAANG              Other                  185000
## 27016   Tier2 Engineer.Scientist                   95000
## 27018   Other              Other                   30000
## 27022   Tier2              Other                  366000
## 27023   FAANG Engineer.Scientist                  233000
## 27024   Other Engineer.Scientist                  100000
## 27025   Other Engineer.Scientist                  106000
## 27028   Other Engineer.Scientist                  120000
## 27030   FAANG              Other                   78000
## 27033   FAANG          BUSI.MGMT                  178000
## 27035   FAANG Engineer.Scientist                  258000
## 27036   FAANG          BUSI.MGMT                  300000
## 27038   Other Engineer.Scientist                  204000
## 27040   Other Engineer.Scientist                  185000
## 27045   FAANG Engineer.Scientist                  195000
## 27047   Tier2          BUSI.MGMT                  106000
## 27048   Tier2 Engineer.Scientist                  149000
## 27053   FAANG          BUSI.MGMT                  225000
## 27054   Tier2 Engineer.Scientist                  150000
## 27055   Tier2 Engineer.Scientist                  205000
## 27056   Tier2 Engineer.Scientist                  275000
## 27057   Tier2 Engineer.Scientist                  422000
## 27060   Other Engineer.Scientist                  280000
## 27062   Other Engineer.Scientist                  264000
## 27063   Other Engineer.Scientist                  276000
## 27067   FAANG              Other                  157000
## 27068   FAANG Engineer.Scientist                  370000
## 27070   FAANG          BUSI.MGMT                  365000
## 27071   Tier2 Engineer.Scientist                  150000
## 27073   Other Engineer.Scientist                  123000
## 27080   Tier2 Engineer.Scientist                  345000
## 27081   Other Engineer.Scientist                  185000
## 27084   Tier2          BUSI.MGMT                  220000
## 27088   Other Engineer.Scientist                  195000
## 27091   Tier2 Engineer.Scientist                  209000
## 27097   Tier2          BUSI.MGMT                  230000
## 27100   Tier2 Engineer.Scientist                  264000
## 27101   FAANG Engineer.Scientist                  256000
## 27103   FAANG Engineer.Scientist                  221000
## 27108   FAANG Engineer.Scientist                  600000
## 27118   FAANG Engineer.Scientist                  195000
## 27124   Tier2 Engineer.Scientist                  174000
## 27126   Other Engineer.Scientist                   33000
## 27128   FAANG Engineer.Scientist                  152000
## 27134   FAANG          BUSI.MGMT                  335000
## 27135   Tier2          BUSI.MGMT                  280000
## 27136   Tier2 Engineer.Scientist                  100000
## 27139   Other Engineer.Scientist                  208000
## 27143   FAANG              Other                  224000
## 27144   FAANG Engineer.Scientist                  420000
## 27146   Other Engineer.Scientist                   55000
## 27151   Tier2              Other                  470000
## 27154   Other          BUSI.MGMT                  200000
## 27156   FAANG Engineer.Scientist                  204000
## 27158   Other Engineer.Scientist                   79000
## 27159   Other Engineer.Scientist                  245000
## 27162   Tier2 Engineer.Scientist                  231000
## 27163   FAANG Engineer.Scientist                  228000
## 27164   Other              Other                   89000
## 27172   FAANG Engineer.Scientist                  202000
## 27173   FAANG Engineer.Scientist                  217000
## 27176   Tier2 Engineer.Scientist                  160000
## 27177   Other Engineer.Scientist                  110000
## 27178   Tier2 Engineer.Scientist                  156000
## 27179   Other Engineer.Scientist                  163000
## 27180   Other          BUSI.MGMT                  127000
## 27181   Other          BUSI.MGMT                   84000
## 27182   Other Engineer.Scientist                  222000
## 27187   FAANG Engineer.Scientist                  108000
## 27192   Tier2 Engineer.Scientist                  147000
## 27193   Tier2 Engineer.Scientist                  276000
## 27194   Tier2 Engineer.Scientist                  143000
## 27200   Tier2 Engineer.Scientist                  155000
## 27201   Other          BUSI.MGMT                  345000
## 27202   Other Engineer.Scientist                   98000
## 27203   FAANG Engineer.Scientist                  369000
## 27207   FAANG Engineer.Scientist                  350000
## 27210   Tier2          BUSI.MGMT                  214000
## 27212   Other Engineer.Scientist                  150000
## 27213   Other Engineer.Scientist                  110000
## 27214   FAANG          BUSI.MGMT                  237000
## 27215   Tier2 Engineer.Scientist                  260000
## 27216   FAANG Engineer.Scientist                  259000
## 27224   Other Engineer.Scientist                  184000
## 27225   Tier2 Engineer.Scientist                  145000
## 27226   FAANG Engineer.Scientist                  167000
## 27228   FAANG Engineer.Scientist                  257000
## 27231   Tier2 Engineer.Scientist                  495000
## 27232   Tier2 Engineer.Scientist                  198000
## 27233   Tier2          BUSI.MGMT                  208000
## 27242   Other Engineer.Scientist                  350000
## 27244   FAANG Engineer.Scientist                  395000
## 27246   Other              Other                  190000
## 27247   Other Engineer.Scientist                   37000
## 27249   Other Engineer.Scientist                   94000
## 27252   Other Engineer.Scientist                  155000
## 27260   FAANG Engineer.Scientist                  167000
## 27264   Tier2 Engineer.Scientist                  170000
## 27267   Tier2          BUSI.MGMT                  254000
## 27275   Tier2          BUSI.MGMT                  115000
## 27278   Tier2 Engineer.Scientist                  187000
## 27282   Tier2          BUSI.MGMT                  189000
## 27285   Tier2 Engineer.Scientist                  173000
## 27286   Tier2 Engineer.Scientist                  177000
## 27288   Other Engineer.Scientist                  136000
## 27290   Other              Other                  130000
## 27292   Tier2 Engineer.Scientist                  192000
## 27294   Tier2 Engineer.Scientist                  175000
## 27295   FAANG Engineer.Scientist                  156000
## 27297   Other Engineer.Scientist                  106000
## 27299   Tier2          BUSI.MGMT                  113000
## 27301   Tier2 Engineer.Scientist                  189000
## 27303   FAANG              Other                  184000
## 27305   Tier2          BUSI.MGMT                  187000
## 27306   FAANG          BUSI.MGMT                  163000
## 27307   Other Engineer.Scientist                  302000
## 27309   Other Engineer.Scientist                  152000
## 27310   Tier2          BUSI.MGMT                  155000
## 27312   Other          BUSI.MGMT                  125000
## 27313   FAANG Engineer.Scientist                  203000
## 27315   FAANG Engineer.Scientist                  194000
## 27316   Tier2          BUSI.MGMT                  200000
## 27318   Other Engineer.Scientist                  165000
## 27319   FAANG              Other                  275000
## 27323   Other Engineer.Scientist                  150000
## 27326   Tier2 Engineer.Scientist                  195000
## 27330   Tier2 Engineer.Scientist                  173000
## 27335   Tier2 Engineer.Scientist                  200000
## 27336   Tier2 Engineer.Scientist                  220000
## 27343   Tier2 Engineer.Scientist                  190000
## 27344   Tier2          BUSI.MGMT                  225000
## 27348   Tier2          BUSI.MGMT                  255000
## 27350   Tier2 Engineer.Scientist                  210000
## 27353   Tier2              Other                  265000
## 27354   Tier2 Engineer.Scientist                  174000
## 27355   Other Engineer.Scientist                  300000
## 27356   Tier2 Engineer.Scientist                  270000
## 27357   Tier2          BUSI.MGMT                  252000
## 27358   Tier2 Engineer.Scientist                  420000
## 27360   FAANG              Other                  185000
## 27361   Other              Other                  120000
## 27363   Other Engineer.Scientist                  108000
## 27366   Other Engineer.Scientist                   80000
## 27367   FAANG          BUSI.MGMT                  385000
## 27368   Other Engineer.Scientist                  185000
## 27373   Tier2 Engineer.Scientist                  301000
## 27375   Tier2 Engineer.Scientist                   50000
## 27378   FAANG Engineer.Scientist                  239000
## 27379   Tier2          BUSI.MGMT                  300000
## 27380   Tier2 Engineer.Scientist                  393000
## 27382   Tier2          BUSI.MGMT                  359000
## 27384   Tier2 Engineer.Scientist                  320000
## 27386   Other Engineer.Scientist                  240000
## 27390   FAANG          BUSI.MGMT                  387000
## 27392   Tier2 Engineer.Scientist                   98000
## 27393   FAANG Engineer.Scientist                  323000
## 27394   FAANG Engineer.Scientist                  658000
## 27397   Other Engineer.Scientist                  220000
## 27399   FAANG          BUSI.MGMT                  135000
## 27403   Other Engineer.Scientist                  205000
## 27405   Other Engineer.Scientist                  136000
## 27406   Tier2 Engineer.Scientist                  300000
## 27409   Tier2          BUSI.MGMT                  125000
## 27410   FAANG              Other                  538000
## 27411   Tier2              Other                  229000
## 27417   Tier2 Engineer.Scientist                  250000
## 27420   Other              Other                  180000
## 27422   Other          BUSI.MGMT                  161000
## 27427   Other          BUSI.MGMT                  176000
## 27429   Tier2 Engineer.Scientist                  175000
## 27430   Tier2 Engineer.Scientist                   31000
## 27432   Tier2 Engineer.Scientist                  147000
## 27439   Tier2 Engineer.Scientist                  175000
## 27442   FAANG Engineer.Scientist                  157000
## 27446   Other Engineer.Scientist                  167000
## 27448   Other Engineer.Scientist                  190000
## 27451   Tier2 Engineer.Scientist                  158000
## 27453   Other Engineer.Scientist                   96000
## 27457   Tier2          BUSI.MGMT                  159000
## 27462   Tier2          BUSI.MGMT                  243000
## 27467   Tier2 Engineer.Scientist                   98000
## 27468   Other Engineer.Scientist                  360000
## 27469   Other Engineer.Scientist                   36000
## 27471   Tier2 Engineer.Scientist                  230000
## 27473   Tier2          BUSI.MGMT                  233000
## 27474   Other          BUSI.MGMT                   72000
## 27475   Tier2 Engineer.Scientist                   98000
## 27478   Other Engineer.Scientist                  229000
## 27485   FAANG Engineer.Scientist                  250000
## 27490   FAANG          BUSI.MGMT                  285000
## 27491   FAANG Engineer.Scientist                  255000
## 27492   FAANG          BUSI.MGMT                  378000
## 27493   Tier2          BUSI.MGMT                  176000
## 27494   FAANG Engineer.Scientist                  550000
## 27500   Other Engineer.Scientist                   39000
## 27504   Tier2              Other                   42000
## 27505   Other Engineer.Scientist                  154000
## 27507   Tier2 Engineer.Scientist                  230000
## 27508   Other Engineer.Scientist                   70000
## 27513   FAANG Engineer.Scientist                   79000
## 27515   Tier2 Engineer.Scientist                   28000
## 27525   Other Engineer.Scientist                  300000
## 27528   Other Engineer.Scientist                  165000
## 27530   Tier2 Engineer.Scientist                  202000
## 27534   FAANG Engineer.Scientist                  180000
## 27537   Tier2          BUSI.MGMT                  180000
## 27543   Tier2 Engineer.Scientist                  299000
## 27544   Other          BUSI.MGMT                  138000
## 27546   FAANG Engineer.Scientist                  285000
## 27547   FAANG Engineer.Scientist                  276000
## 27550   Tier2 Engineer.Scientist                  160000
## 27556   Other Engineer.Scientist                  179000
## 27559   Tier2 Engineer.Scientist                  201000
## 27562   Tier2 Engineer.Scientist                  220000
## 27567   Tier2          BUSI.MGMT                  183000
## 27569   Other Engineer.Scientist                  146000
## 27571   Other Engineer.Scientist                  199000
## 27573   Other          BUSI.MGMT                  157000
## 27576   Tier2          BUSI.MGMT                   94000
## 27577   Tier2          BUSI.MGMT                   82000
## 27578   Tier2              Other                  113000
## 27579   Tier2              Other                  203000
## 27582   Tier2          BUSI.MGMT                   83000
## 27584   FAANG Engineer.Scientist                  178000
## 27585   Tier2          BUSI.MGMT                   76000
## 27586   FAANG              Other                  460000
## 27593   Tier2 Engineer.Scientist                   82000
## 27594   Tier2          BUSI.MGMT                  202000
## 27595   FAANG Engineer.Scientist                  146000
## 27597   FAANG Engineer.Scientist                  482000
## 27598   Tier2 Engineer.Scientist                  112000
## 27605   FAANG Engineer.Scientist                  145000
## 27608   Tier2 Engineer.Scientist                  199000
## 27609   Tier2 Engineer.Scientist                  225000
## 27612   Tier2 Engineer.Scientist                  209000
## 27614   FAANG Engineer.Scientist                  263000
## 27615   Tier2 Engineer.Scientist                  215000
## 27621   Other              Other                   97000
## 27622   FAANG          BUSI.MGMT                  282000
## 27624   FAANG Engineer.Scientist                  250000
## 27626   Tier2 Engineer.Scientist                  277000
## 27628   Other              Other                  172000
## 27634   Other Engineer.Scientist                  178000
## 27635   Other Engineer.Scientist                  170000
## 27637   FAANG Engineer.Scientist                  210000
## 27640   Other Engineer.Scientist                  105000
## 27642   Other Engineer.Scientist                  160000
## 27643   FAANG Engineer.Scientist                  232000
## 27645   Tier2 Engineer.Scientist                  202000
## 27646   Tier2 Engineer.Scientist                  164000
## 27647   Tier2 Engineer.Scientist                  145000
## 27659   Tier2 Engineer.Scientist                  208000
## 27669   Tier2 Engineer.Scientist                   57000
## 27670   FAANG Engineer.Scientist                  177000
## 27672   Other              Other                  125000
## 27676   FAANG          BUSI.MGMT                  220000
## 27679   Other Engineer.Scientist                  110000
## 27682   Tier2 Engineer.Scientist                  180000
## 27685   Tier2 Engineer.Scientist                  392000
## 27686   Tier2          BUSI.MGMT                  156000
## 27688   Tier2          BUSI.MGMT                  221000
## 27689   FAANG Engineer.Scientist                  129000
## 27690   Other              Other                  238000
## 27695   FAANG              Other                  260000
## 27696   Tier2              Other                   40000
## 27700   Tier2          BUSI.MGMT                  100000
## 27703   Other Engineer.Scientist                  165000
## 27704   Other Engineer.Scientist                  340000
## 27705   FAANG Engineer.Scientist                  230000
## 27707   FAANG          BUSI.MGMT                   90000
## 27708   Tier2          BUSI.MGMT                  135000
## 27709   Tier2 Engineer.Scientist                  112000
## 27710   Tier2 Engineer.Scientist                  212000
## 27713   Tier2 Engineer.Scientist                  245000
## 27715   Tier2          BUSI.MGMT                  120000
## 27718   FAANG          BUSI.MGMT                  215000
## 27724   Tier2          BUSI.MGMT                  304000
## 27725   Tier2 Engineer.Scientist                   96000
## 27727   Tier2 Engineer.Scientist                  174000
## 27729   Other Engineer.Scientist                  250000
## 27732   FAANG              Other                  250000
## 27737   Tier2 Engineer.Scientist                  179000
## 27738   Tier2 Engineer.Scientist                  180000
## 27741   Other Engineer.Scientist                  146000
## 27742   Other Engineer.Scientist                  110000
## 27743   FAANG              Other                  134000
## 27745   FAANG Engineer.Scientist                  380000
## 27751   Other Engineer.Scientist                  105000
## 27752   FAANG Engineer.Scientist                  215000
## 27755   Tier2 Engineer.Scientist                   95000
## 27758   Tier2 Engineer.Scientist                  354000
## 27761   Other Engineer.Scientist                  186000
## 27762   FAANG Engineer.Scientist                  157000
## 27763   Other Engineer.Scientist                  169000
## 27766   FAANG              Other                  109000
## 27770   Tier2          BUSI.MGMT                   99000
## 27774   Tier2 Engineer.Scientist                  186000
## 27776   Other Engineer.Scientist                   61000
## 27777   Other          BUSI.MGMT                  150000
## 27779   Tier2 Engineer.Scientist                  173000
## 27784   Tier2 Engineer.Scientist                  253000
## 27786   FAANG Engineer.Scientist                  650000
## 27789   Other Engineer.Scientist                  210000
## 27790   Tier2 Engineer.Scientist                  175000
## 27795   FAANG          BUSI.MGMT                  300000
## 27798   FAANG Engineer.Scientist                  195000
## 27803   Tier2 Engineer.Scientist                  350000
## 27804   Other              Other                  101000
## 27809   Tier2 Engineer.Scientist                  180000
## 27810   Other          BUSI.MGMT                  254000
## 27812   Tier2 Engineer.Scientist                  150000
## 27813   Other Engineer.Scientist                  140000
## 27815   FAANG Engineer.Scientist                  153000
## 27818   Tier2 Engineer.Scientist                   27000
## 27819   Other              Other                   51000
## 27820   Tier2 Engineer.Scientist                  100000
## 27821   Tier2 Engineer.Scientist                  198000
## 27822   Other              Other                   78000
## 27827   Tier2 Engineer.Scientist                  164000
## 27828   FAANG              Other                  275000
## 27829   Tier2 Engineer.Scientist                  320000
## 27830   Other          BUSI.MGMT                  150000
## 27831   FAANG Engineer.Scientist                  160000
## 27832   Tier2 Engineer.Scientist                  185000
## 27839   FAANG Engineer.Scientist                  233000
## 27841   FAANG Engineer.Scientist                  330000
## 27843   FAANG              Other                  599000
## 27844   FAANG          BUSI.MGMT                  400000
## 27848   Other          BUSI.MGMT                  137000
## 27849   FAANG          BUSI.MGMT                  153000
## 27852   Tier2 Engineer.Scientist                  199000
## 27854   Tier2 Engineer.Scientist                  180000
## 27856   FAANG Engineer.Scientist                  300000
## 27857   Tier2          BUSI.MGMT                  175000
## 27859   FAANG              Other                  180000
## 27860   FAANG              Other                  112000
## 27862   FAANG Engineer.Scientist                  289000
## 27863   Other Engineer.Scientist                   41000
## 27864   Tier2 Engineer.Scientist                  208000
## 27869   Other          BUSI.MGMT                   36000
## 27878   Other Engineer.Scientist                   32000
## 27879   FAANG          BUSI.MGMT                  220000
## 27881   FAANG Engineer.Scientist                  193000
## 27882   Tier2 Engineer.Scientist                  127000
## 27885   Tier2 Engineer.Scientist                  257000
## 27890   Tier2          BUSI.MGMT                  245000
## 27891   Tier2          BUSI.MGMT                  227000
## 27892   FAANG Engineer.Scientist                  177000
## 27893   Tier2 Engineer.Scientist                  121000
## 27895   Other              Other                  144000
## 27898   Other Engineer.Scientist                   12000
## 27901   Other Engineer.Scientist                  100000
## 27903   Other Engineer.Scientist                   90000
## 27904   Other              Other                  190000
## 27905   Other Engineer.Scientist                   75000
## 27906   FAANG Engineer.Scientist                  280000
## 27907   Other          BUSI.MGMT                  183000
## 27909   Other          BUSI.MGMT                  159000
## 27910   Tier2 Engineer.Scientist                  210000
## 27913   Other Engineer.Scientist                  464000
## 27917   Other Engineer.Scientist                   84000
## 27920   Tier2          BUSI.MGMT                  326000
## 27925   FAANG              Other                  340000
## 27926   Tier2          BUSI.MGMT                  105000
## 27927   Tier2 Engineer.Scientist                  149000
## 27928   FAANG Engineer.Scientist                  157000
## 27931   Tier2 Engineer.Scientist                  113000
## 27932   FAANG              Other                  280000
## 27933   Other Engineer.Scientist                   87000
## 27934   FAANG          BUSI.MGMT                  200000
## 27936   FAANG          BUSI.MGMT                  144000
## 27938   Tier2 Engineer.Scientist                  367000
## 27947   FAANG Engineer.Scientist                  373000
## 27948   Other Engineer.Scientist                  138000
## 27950   Tier2 Engineer.Scientist                  115000
## 27954   Tier2 Engineer.Scientist                  190000
## 27955   Tier2 Engineer.Scientist                  100000
## 27958   FAANG Engineer.Scientist                  160000
## 27959   FAANG Engineer.Scientist                  306000
## 27960   FAANG Engineer.Scientist                  343000
## 27961   FAANG Engineer.Scientist                  349000
## 27966   FAANG Engineer.Scientist                  292000
## 27967   FAANG Engineer.Scientist                  140000
## 27975   FAANG          BUSI.MGMT                  180000
## 27978   Tier2 Engineer.Scientist                   35000
## 27981   Other Engineer.Scientist                   40000
## 27984   Tier2 Engineer.Scientist                   33000
## 27986   Other Engineer.Scientist                   67000
## 27988   FAANG Engineer.Scientist                  208000
## 27993   Tier2 Engineer.Scientist                  275000
## 27995   Tier2 Engineer.Scientist                  105000
## 27997   Tier2 Engineer.Scientist                  203000
## 28001   Other          BUSI.MGMT                  190000
## 28005   Tier2 Engineer.Scientist                  178000
## 28007   Other Engineer.Scientist                  123000
## 28009   Other          BUSI.MGMT                   25000
## 28011   Other          BUSI.MGMT                  250000
## 28013   Other              Other                  276000
## 28017   FAANG Engineer.Scientist                  179000
## 28019   Tier2 Engineer.Scientist                  380000
## 28021   Tier2 Engineer.Scientist                  195000
## 28022   Tier2 Engineer.Scientist                  344000
## 28024   Other Engineer.Scientist                  180000
## 28028   Other              Other                  180000
## 28033   Other Engineer.Scientist                  290000
## 28036   FAANG Engineer.Scientist                  356000
## 28038   FAANG Engineer.Scientist                  479000
## 28040   Tier2 Engineer.Scientist                  150000
## 28042   FAANG              Other                  295000
## 28050   Tier2 Engineer.Scientist                  180000
## 28054   FAANG Engineer.Scientist                  151000
## 28055   FAANG Engineer.Scientist                  157000
## 28057   Other          BUSI.MGMT                  128000
## 28062   Other Engineer.Scientist                  120000
## 28069   FAANG Engineer.Scientist                   80000
## 28073   FAANG Engineer.Scientist                   23000
## 28074   Other Engineer.Scientist                  448000
## 28075   FAANG Engineer.Scientist                  211000
## 28080   Tier2              Other                  228000
## 28082   Tier2 Engineer.Scientist                  159000
## 28085   FAANG Engineer.Scientist                  365000
## 28086   Tier2 Engineer.Scientist                  300000
## 28091   Tier2 Engineer.Scientist                  210000
## 28095   Tier2 Engineer.Scientist                  170000
## 28096   FAANG Engineer.Scientist                  250000
## 28098   FAANG          BUSI.MGMT                  298000
## 28106   FAANG Engineer.Scientist                  187000
## 28108   Other Engineer.Scientist                   96000
## 28109   FAANG Engineer.Scientist                   30000
## 28113   Other Engineer.Scientist                  164000
## 28114   Tier2 Engineer.Scientist                  188000
## 28119   Tier2 Engineer.Scientist                   96000
## 28124   Tier2 Engineer.Scientist                  120000
## 28125   Other Engineer.Scientist                  192000
## 28131   Other Engineer.Scientist                  290000
## 28135   FAANG Engineer.Scientist                  180000
## 28137   Tier2          BUSI.MGMT                   98000
## 28138   Other Engineer.Scientist                  175000
## 28139   Tier2 Engineer.Scientist                   95000
## 28140   Tier2 Engineer.Scientist                  340000
## 28143   FAANG Engineer.Scientist                  380000
## 28144   FAANG Engineer.Scientist                  280000
## 28146   Other Engineer.Scientist                  133000
## 28155   Other Engineer.Scientist                  115000
## 28159   Other          BUSI.MGMT                  245000
## 28161   Other Engineer.Scientist                  167000
## 28163   FAANG Engineer.Scientist                  280000
## 28165   Other          BUSI.MGMT                  110000
## 28169   Tier2 Engineer.Scientist                  100000
## 28170   FAANG Engineer.Scientist                  265000
## 28173   Tier2 Engineer.Scientist                  160000
## 28175   Other Engineer.Scientist                   10000
## 28176   Tier2          BUSI.MGMT                  137000
## 28177   Other Engineer.Scientist                   68000
## 28178   Other Engineer.Scientist                   87000
## 28179   Other          BUSI.MGMT                  153000
## 28181   Tier2 Engineer.Scientist                  293000
## 28183   Tier2 Engineer.Scientist                  111000
## 28187   Other Engineer.Scientist                   85000
## 28188   Other Engineer.Scientist                   32000
## 28190   Other          BUSI.MGMT                  325000
## 28192   Tier2 Engineer.Scientist                  330000
## 28193   FAANG          BUSI.MGMT                  128000
## 28194   Tier2 Engineer.Scientist                   28000
## 28198   Tier2 Engineer.Scientist                   36000
## 28200   Tier2          BUSI.MGMT                  116000
## 28201   Tier2          BUSI.MGMT                  121000
## 28202   Other              Other                  130000
## 28205   Tier2 Engineer.Scientist                  800000
## 28209   Tier2 Engineer.Scientist                  430000
## 28211   Other Engineer.Scientist                   83000
## 28215   FAANG Engineer.Scientist                  223000
## 28217   Other Engineer.Scientist                  189000
## 28218   Tier2 Engineer.Scientist                  205000
## 28219   Other              Other                  121000
## 28222   Tier2 Engineer.Scientist                  186000
## 28223   Other Engineer.Scientist                   82000
## 28224   FAANG Engineer.Scientist                  176000
## 28225   Tier2          BUSI.MGMT                   40000
## 28228   Tier2          BUSI.MGMT                  157000
## 28229   Other          BUSI.MGMT                  440000
## 28230   Other              Other                  300000
## 28231   Tier2              Other                  138000
## 28237   FAANG Engineer.Scientist                  233000
## 28242   FAANG Engineer.Scientist                  269000
## 28243   FAANG Engineer.Scientist                  199000
## 28244   FAANG Engineer.Scientist                  245000
## 28246   Tier2 Engineer.Scientist                   42000
## 28249   Tier2          BUSI.MGMT                  161000
## 28250   FAANG Engineer.Scientist                  200000
## 28252   FAANG Engineer.Scientist                  213000
## 28254   Tier2 Engineer.Scientist                  110000
## 28257   Other Engineer.Scientist                   98000
## 28259   Other Engineer.Scientist                  175000
## 28260   FAANG Engineer.Scientist                  144000
## 28262   FAANG Engineer.Scientist                  260000
## 28264   FAANG Engineer.Scientist                   76000
## 28265   Tier2 Engineer.Scientist                  351000
## 28266   FAANG Engineer.Scientist                  133000
## 28267   Other Engineer.Scientist                   78000
## 28269   Tier2          BUSI.MGMT                  115000
## 28271   Other Engineer.Scientist                  150000
## 28273   Other          BUSI.MGMT                  150000
## 28274   Tier2 Engineer.Scientist                  387000
## 28276   Tier2 Engineer.Scientist                  160000
## 28287   Other Engineer.Scientist                  229000
## 28288   Tier2          BUSI.MGMT                  238000
## 28290   Tier2 Engineer.Scientist                   70000
## 28293   Tier2 Engineer.Scientist                  190000
## 28294   Other Engineer.Scientist                  139000
## 28295   Tier2 Engineer.Scientist                  204000
## 28297   Tier2 Engineer.Scientist                  180000
## 28300   FAANG Engineer.Scientist                  430000
## 28302   Tier2 Engineer.Scientist                  145000
## 28303   Tier2          BUSI.MGMT                  179000
## 28306   FAANG          BUSI.MGMT                  250000
## 28308   Tier2 Engineer.Scientist                  154000
## 28311   Tier2 Engineer.Scientist                  296000
## 28315   Other              Other                  135000
## 28316   Tier2          BUSI.MGMT                  160000
## 28319   Tier2 Engineer.Scientist                  139000
## 28321   Other Engineer.Scientist                  125000
## 28322   Other Engineer.Scientist                  271000
## 28323   Tier2          BUSI.MGMT                  200000
## 28324   Tier2          BUSI.MGMT                  200000
## 28326   Tier2 Engineer.Scientist                  152000
## 28327   Tier2 Engineer.Scientist                  171000
## 28329   Other              Other                  185000
## 28330   FAANG          BUSI.MGMT                  802000
## 28332   Other Engineer.Scientist                  245000
## 28333   Other Engineer.Scientist                  268000
## 28337   Other          BUSI.MGMT                  180000
## 28338   Other Engineer.Scientist                  110000
## 28339   FAANG Engineer.Scientist                  221000
## 28340   Other Engineer.Scientist                   23000
## 28342   Tier2 Engineer.Scientist                  140000
## 28345   Other Engineer.Scientist                   80000
## 28349   Other Engineer.Scientist                  250000
## 28350   FAANG Engineer.Scientist                  198000
## 28351   Other Engineer.Scientist                  165000
## 28352   Other Engineer.Scientist                  150000
## 28353   Other Engineer.Scientist                   34000
## 28355   Tier2 Engineer.Scientist                   26000
## 28356   Other Engineer.Scientist                   54000
## 28357   FAANG Engineer.Scientist                  126000
## 28359   FAANG Engineer.Scientist                  310000
## 28360   Other Engineer.Scientist                   58000
## 28361   Tier2          BUSI.MGMT                  200000
## 28362   FAANG          BUSI.MGMT                  255000
## 28363   Tier2 Engineer.Scientist                  121000
## 28364   Other Engineer.Scientist                   58000
## 28368   Tier2 Engineer.Scientist                   63000
## 28369   FAANG Engineer.Scientist                  190000
## 28370   Other Engineer.Scientist                  106000
## 28372   Tier2 Engineer.Scientist                  270000
## 28373   Other Engineer.Scientist                  180000
## 28374   FAANG          BUSI.MGMT                  237000
## 28378   Tier2          BUSI.MGMT                  158000
## 28383   Other Engineer.Scientist                  123000
## 28384   Tier2          BUSI.MGMT                  128000
## 28388   Other Engineer.Scientist                  270000
## 28392   Tier2 Engineer.Scientist                  169000
## 28394   Other Engineer.Scientist                  130000
## 28397   Tier2 Engineer.Scientist                  468000
## 28398   Tier2 Engineer.Scientist                  176000
## 28402   FAANG Engineer.Scientist                  175000
## 28404   Other          BUSI.MGMT                  165000
## 28405   FAANG Engineer.Scientist                  174000
## 28406   Tier2 Engineer.Scientist                  260000
## 28408   Tier2          BUSI.MGMT                  500000
## 28410   FAANG          BUSI.MGMT                  354000
## 28417   FAANG Engineer.Scientist                  325000
## 28420   Other          BUSI.MGMT                  120000
## 28421   Tier2          BUSI.MGMT                  151000
## 28422   Other Engineer.Scientist                  300000
## 28425   Tier2          BUSI.MGMT                  162000
## 28426   FAANG          BUSI.MGMT                  140000
## 28427   Other Engineer.Scientist                  225000
## 28435   FAANG Engineer.Scientist                  477000
## 28437   Tier2 Engineer.Scientist                  300000
## 28445   Other Engineer.Scientist                  120000
## 28451   Other          BUSI.MGMT                  215000
## 28452   FAANG Engineer.Scientist                  215000
## 28454   FAANG Engineer.Scientist                   30000
## 28455   FAANG Engineer.Scientist                   90000
## 28460   Tier2 Engineer.Scientist                  130000
## 28461   FAANG Engineer.Scientist                  146000
## 28463   FAANG              Other                  110000
## 28464   Other Engineer.Scientist                  200000
## 28466   Tier2 Engineer.Scientist                  115000
## 28467   Other Engineer.Scientist                   22000
## 28471   Other Engineer.Scientist                  105000
## 28474   FAANG          BUSI.MGMT                  175000
## 28475   Other Engineer.Scientist                   98000
## 28477   Tier2 Engineer.Scientist                  178000
## 28478   Tier2 Engineer.Scientist                  118000
## 28479   FAANG Engineer.Scientist                  363000
## 28481   Other          BUSI.MGMT                   50000
## 28483   Other Engineer.Scientist                  230000
## 28484   Other Engineer.Scientist                  159000
## 28493   Other Engineer.Scientist                  125000
## 28494   Other Engineer.Scientist                  145000
## 28495   Other Engineer.Scientist                   88000
## 28497   Tier2 Engineer.Scientist                  215000
## 28498   Tier2 Engineer.Scientist                  158000
## 28499   Tier2 Engineer.Scientist                  191000
## 28502   Tier2 Engineer.Scientist                  102000
## 28506   Other          BUSI.MGMT                  138000
## 28508   FAANG          BUSI.MGMT                  280000
## 28510   Other          BUSI.MGMT                  222000
## 28514   Tier2 Engineer.Scientist                  290000
## 28523   FAANG Engineer.Scientist                  173000
## 28528   Tier2 Engineer.Scientist                  245000
## 28531   Other Engineer.Scientist                  205000
## 28533   FAANG Engineer.Scientist                  174000
## 28537   Other Engineer.Scientist                   88000
## 28540   Tier2 Engineer.Scientist                  165000
## 28541   Tier2 Engineer.Scientist                  325000
## 28542   Other Engineer.Scientist                   88000
## 28544   Other Engineer.Scientist                   82000
## 28546   FAANG              Other                  180000
## 28547   Tier2 Engineer.Scientist                  164000
## 28553   Tier2 Engineer.Scientist                  117000
## 28555   Tier2          BUSI.MGMT                  349000
## 28558   Tier2          BUSI.MGMT                  137000
## 28559   Other Engineer.Scientist                  131000
## 28560   Other              Other                  213000
## 28565   Other          BUSI.MGMT                  127000
## 28569   Tier2 Engineer.Scientist                  170000
## 28571   Tier2 Engineer.Scientist                  184000
## 28572   Tier2 Engineer.Scientist                   72000
## 28573   Other Engineer.Scientist                  352000
## 28576   Tier2 Engineer.Scientist                  180000
## 28578   FAANG          BUSI.MGMT                  154000
## 28583   Tier2 Engineer.Scientist                  170000
## 28588   Tier2 Engineer.Scientist                  239000
## 28600   Other Engineer.Scientist                  102000
## 28602   Tier2 Engineer.Scientist                  240000
## 28603   Tier2 Engineer.Scientist                  187000
## 28609   Other Engineer.Scientist                  198000
## 28610   Tier2 Engineer.Scientist                  205000
## 28611   Other Engineer.Scientist                  143000
## 28613   Tier2 Engineer.Scientist                  217000
## 28615   Tier2 Engineer.Scientist                  174000
## 28619   Tier2              Other                  147000
## 28620   FAANG          BUSI.MGMT                  391000
## 28622   Tier2 Engineer.Scientist                  209000
## 28623   Other Engineer.Scientist                  143000
## 28627   Tier2 Engineer.Scientist                  162000
## 28628   Other Engineer.Scientist                  192000
## 28632   Other Engineer.Scientist                  160000
## 28638   FAANG              Other                  200000
## 28641   Tier2 Engineer.Scientist                  170000
## 28645   Other Engineer.Scientist                  200000
## 28647   Other              Other                  225000
## 28648   Tier2 Engineer.Scientist                  130000
## 28649   FAANG Engineer.Scientist                  550000
## 28655   Tier2          BUSI.MGMT                  220000
## 28656   Other Engineer.Scientist                  175000
## 28660   Tier2 Engineer.Scientist                  110000
## 28665   Tier2              Other                  204000
## 28667   FAANG          BUSI.MGMT                  183000
## 28668   Other Engineer.Scientist                   35000
## 28670   Tier2          BUSI.MGMT                  243000
## 28675   Tier2 Engineer.Scientist                  112000
## 28678   Other Engineer.Scientist                  140000
## 28682   Tier2 Engineer.Scientist                  133000
## 28683   Tier2              Other                  210000
## 28686   FAANG          BUSI.MGMT                  248000
## 28687   Other          BUSI.MGMT                  120000
## 28688   Tier2 Engineer.Scientist                  225000
## 28689   Tier2 Engineer.Scientist                  190000
## 28690   Other Engineer.Scientist                  172000
## 28691   FAANG              Other                  197000
## 28692   Tier2 Engineer.Scientist                   81000
## 28696   Other Engineer.Scientist                  185000
## 28697   Other          BUSI.MGMT                  118000
## 28698   FAANG Engineer.Scientist                  160000
## 28699   Tier2          BUSI.MGMT                  195000
## 28700   FAANG              Other                  118000
## 28702   Tier2 Engineer.Scientist                  325000
## 28704   Other Engineer.Scientist                  329000
## 28706   Tier2          BUSI.MGMT                  178000
## 28711   Tier2 Engineer.Scientist                  249000
## 28712   Other Engineer.Scientist                   97000
## 28713   Tier2          BUSI.MGMT                  130000
## 28714   Tier2 Engineer.Scientist                  263000
## 28727   Tier2 Engineer.Scientist                  248000
## 28730   Tier2          BUSI.MGMT                  142000
## 28733   FAANG Engineer.Scientist                  197000
## 28734   Tier2 Engineer.Scientist                  243000
## 28735   Tier2 Engineer.Scientist                  230000
## 28738   Tier2          BUSI.MGMT                   76000
## 28740   Tier2 Engineer.Scientist                  140000
## 28743   Other Engineer.Scientist                  130000
## 28744   FAANG          BUSI.MGMT                  365000
## 28745   FAANG Engineer.Scientist                  228000
## 28748   Other Engineer.Scientist                   85000
## 28749   Tier2 Engineer.Scientist                  185000
## 28750   Other Engineer.Scientist                  200000
## 28755   Tier2          BUSI.MGMT                  223000
## 28763   Tier2              Other                  206000
## 28766   Tier2 Engineer.Scientist                   31000
## 28771   Other          BUSI.MGMT                  387000
## 28772   FAANG Engineer.Scientist                  225000
## 28773   Other          BUSI.MGMT                  185000
## 28775   Other Engineer.Scientist                  160000
## 28776   Tier2          BUSI.MGMT                  202000
## 28782   FAANG Engineer.Scientist                  153000
## 28784   FAANG Engineer.Scientist                  356000
## 28789   Other Engineer.Scientist                   70000
## 28790   Tier2 Engineer.Scientist                  170000
## 28791   Tier2 Engineer.Scientist                  230000
## 28794   Tier2 Engineer.Scientist                  170000
## 28796   FAANG          BUSI.MGMT                  410000
## 28798   FAANG Engineer.Scientist                  158000
## 28799   Tier2 Engineer.Scientist                  228000
## 28800   Tier2          BUSI.MGMT                  254000
## 28804   Other Engineer.Scientist                  455000
## 28805   Tier2              Other                   85000
## 28809   FAANG          BUSI.MGMT                  320000
## 28813   Tier2          BUSI.MGMT                  346000
## 28816   Tier2 Engineer.Scientist                  233000
## 28820   Tier2 Engineer.Scientist                  118000
## 28824   Other Engineer.Scientist                   40000
## 28832   Other Engineer.Scientist                  240000
## 28835   Other              Other                  160000
## 28838   Other Engineer.Scientist                   25000
## 28839   Other Engineer.Scientist                   68000
## 28840   FAANG Engineer.Scientist                  220000
## 28842   Other Engineer.Scientist                  155000
## 28844   Tier2 Engineer.Scientist                  152000
## 28846   Tier2 Engineer.Scientist                   43000
## 28847   Tier2 Engineer.Scientist                   38000
## 28848   FAANG              Other                  135000
## 28850   Other Engineer.Scientist                   50000
## 28851   Tier2              Other                  340000
## 28852   Other          BUSI.MGMT                   93000
## 28853   Tier2 Engineer.Scientist                   70000
## 28857   Other          BUSI.MGMT                  342000
## 28858   Tier2          BUSI.MGMT                  120000
## 28859   Tier2 Engineer.Scientist                  199000
## 28860   Tier2 Engineer.Scientist                  127000
## 28864   Other Engineer.Scientist                   90000
## 28866   Other              Other                  227000
## 28867   Tier2 Engineer.Scientist                  258000
## 28873   Other Engineer.Scientist                   87000
## 28876   Other Engineer.Scientist                  270000
## 28877   Tier2 Engineer.Scientist                  177000
## 28879   Other Engineer.Scientist                  106000
## 28881   Other Engineer.Scientist                  626000
## 28883   Other Engineer.Scientist                   93000
## 28884   Tier2 Engineer.Scientist                  156000
## 28886   FAANG Engineer.Scientist                  233000
## 28888   Tier2 Engineer.Scientist                  247000
## 28890   Other Engineer.Scientist                  149000
## 28891   FAANG Engineer.Scientist                  300000
## 28895   Other          BUSI.MGMT                  132000
## 28896   Other Engineer.Scientist                  190000
## 28900   Other Engineer.Scientist                  135000
## 28901   FAANG Engineer.Scientist                  490000
## 28905   FAANG              Other                  201000
## 28906   Tier2 Engineer.Scientist                   90000
## 28910   Other Engineer.Scientist                  160000
## 28911   Other Engineer.Scientist                  305000
## 28914   Tier2 Engineer.Scientist                  171000
## 28921   FAANG Engineer.Scientist                  170000
## 28925   Other Engineer.Scientist                  135000
## 28928   FAANG Engineer.Scientist                  250000
## 28934   Tier2              Other                  230000
## 28937   Tier2          BUSI.MGMT                  279000
## 28945   Other Engineer.Scientist                  245000
## 28947   Tier2          BUSI.MGMT                  239000
## 28955   FAANG Engineer.Scientist                  157000
## 28960   FAANG Engineer.Scientist                  173000
## 28962   Other Engineer.Scientist                  315000
## 28965   Tier2          BUSI.MGMT                  206000
## 28966   Other Engineer.Scientist                  170000
## 28974   Other          BUSI.MGMT                  220000
## 28978   Other Engineer.Scientist                   32000
## 28979   Other Engineer.Scientist                  166000
## 28980   Other Engineer.Scientist                  115000
## 28983   Tier2 Engineer.Scientist                  320000
## 28986   Other Engineer.Scientist                  225000
## 28987   Tier2 Engineer.Scientist                  475000
## 28988   Tier2 Engineer.Scientist                  133000
## 28994   FAANG          BUSI.MGMT                  315000
## 28996   Other          BUSI.MGMT                  145000
## 28999   FAANG Engineer.Scientist                  120000
## 29001   Tier2          BUSI.MGMT                   65000
## 29003   Other              Other                   46000
## 29006   Other Engineer.Scientist                   94000
## 29012   Tier2 Engineer.Scientist                  110000
## 29014   Tier2              Other                  275000
## 29015   Other Engineer.Scientist                  138000
## 29019   FAANG Engineer.Scientist                  117000
## 29020   Tier2 Engineer.Scientist                  325000
## 29021   Other Engineer.Scientist                  140000
## 29022   Other Engineer.Scientist                  165000
## 29025   FAANG          BUSI.MGMT                  190000
## 29027   FAANG Engineer.Scientist                  200000
## 29028   Tier2 Engineer.Scientist                  220000
## 29030   Other          BUSI.MGMT                  285000
## 29032   Tier2 Engineer.Scientist                   85000
## 29034   FAANG          BUSI.MGMT                  230000
## 29035   Tier2          BUSI.MGMT                  307000
## 29036   FAANG Engineer.Scientist                  227000
## 29037   Tier2 Engineer.Scientist                  284000
## 29041   Tier2          BUSI.MGMT                  161000
## 29042   Other Engineer.Scientist                  188000
## 29044   Other Engineer.Scientist                  207000
## 29046   FAANG Engineer.Scientist                  245000
## 29047   FAANG Engineer.Scientist                  165000
## 29051   Other          BUSI.MGMT                   52000
## 29054   Tier2 Engineer.Scientist                   55000
## 29057   Tier2          BUSI.MGMT                  240000
## 29060   Other Engineer.Scientist                  186000
## 29061   Tier2 Engineer.Scientist                  119000
## 29064   FAANG Engineer.Scientist                  423000
## 29065   FAANG Engineer.Scientist                   27000
## 29067   Tier2 Engineer.Scientist                   17000
## 29071   Tier2 Engineer.Scientist                   45000
## 29074   FAANG Engineer.Scientist                  123000
## 29076   Tier2 Engineer.Scientist                   37000
## 29077   FAANG Engineer.Scientist                  368000
## 29079   Tier2          BUSI.MGMT                   80000
## 29082   FAANG Engineer.Scientist                   25000
## 29083   Tier2 Engineer.Scientist                  287000
## 29084   FAANG Engineer.Scientist                  240000
## 29088   Tier2 Engineer.Scientist                  212000
## 29089   Tier2 Engineer.Scientist                  180000
## 29092   Other Engineer.Scientist                  188000
## 29094   Other Engineer.Scientist                  143000
## 29096   Tier2 Engineer.Scientist                  353000
## 29097   Other Engineer.Scientist                  120000
## 29100   Other Engineer.Scientist                  210000
## 29103   Other          BUSI.MGMT                  129000
## 29118   FAANG Engineer.Scientist                  359000
## 29120   Other          BUSI.MGMT                  190000
## 29123   Other Engineer.Scientist                  354000
## 29124   Other Engineer.Scientist                  250000
## 29126   Tier2              Other                   88000
## 29127   FAANG Engineer.Scientist                  168000
## 29135   Other Engineer.Scientist                   93000
## 29136   Other          BUSI.MGMT                  135000
## 29139   Tier2 Engineer.Scientist                   41000
## 29140   Other Engineer.Scientist                  130000
## 29151   FAANG Engineer.Scientist                  200000
## 29153   FAANG Engineer.Scientist                  336000
## 29158   Tier2          BUSI.MGMT                  119000
## 29162   Other Engineer.Scientist                  150000
## 29169   FAANG Engineer.Scientist                  175000
## 29172   Other          BUSI.MGMT                  105000
## 29174   FAANG Engineer.Scientist                  162000
## 29175   Tier2              Other                  200000
## 29177   Other Engineer.Scientist                  490000
## 29179   FAANG Engineer.Scientist                  220000
## 29181   Other Engineer.Scientist                  284000
## 29185   FAANG Engineer.Scientist                  105000
## 29189   Tier2 Engineer.Scientist                  240000
## 29192   Other Engineer.Scientist                   96000
## 29193   Other Engineer.Scientist                  770000
## 29194   Tier2          BUSI.MGMT                  260000
## 29196   Other Engineer.Scientist                  305000
## 29199   Tier2          BUSI.MGMT                   29000
## 29200   FAANG Engineer.Scientist                  153000
## 29208   Other Engineer.Scientist                  370000
## 29216   Other Engineer.Scientist                   30000
## 29218   Other Engineer.Scientist                   26000
## 29220   Other Engineer.Scientist                   74000
## 29223   Other              Other                  178000
## 29224   FAANG              Other                  259000
## 29225   Other Engineer.Scientist                  117000
## 29227   Other Engineer.Scientist                  143000
## 29228   Other Engineer.Scientist                   75000
## 29230   Tier2          BUSI.MGMT                   90000
## 29231   Tier2          BUSI.MGMT                   99000
## 29232   Other Engineer.Scientist                   69000
## 29234   Tier2          BUSI.MGMT                  278000
## 29235   Tier2          BUSI.MGMT                  122000
## 29237   FAANG Engineer.Scientist                  240000
## 29238   Other Engineer.Scientist                   91000
## 29239   FAANG Engineer.Scientist                  195000
## 29241   Other          BUSI.MGMT                  100000
## 29243   Other Engineer.Scientist                  127000
## 29245   Tier2              Other                  138000
## 29248   Tier2 Engineer.Scientist                  216000
## 29249   Other Engineer.Scientist                  144000
## 29251   Tier2 Engineer.Scientist                  286000
## 29252   FAANG Engineer.Scientist                  192000
## 29253   Tier2 Engineer.Scientist                  105000
## 29254   Other Engineer.Scientist                  165000
## 29257   FAANG Engineer.Scientist                  350000
## 29260   Other          BUSI.MGMT                   55000
## 29264   Other              Other                   95000
## 29265   Other          BUSI.MGMT                  103000
## 29269   Tier2 Engineer.Scientist                   28000
## 29272   Other              Other                  161000
## 29273   Other Engineer.Scientist                  155000
## 29275   FAANG Engineer.Scientist                  300000
## 29277   FAANG Engineer.Scientist                  218000
## 29280   Tier2 Engineer.Scientist                  260000
## 29281   FAANG          BUSI.MGMT                  205000
## 29282   Tier2 Engineer.Scientist                  216000
## 29286   FAANG Engineer.Scientist                   30000
## 29289   FAANG              Other                   65000
## 29293   Tier2 Engineer.Scientist                  162000
## 29296   Tier2 Engineer.Scientist                   40000
## 29297   Other Engineer.Scientist                  163000
## 29300   FAANG Engineer.Scientist                  700000
## 29303   Tier2 Engineer.Scientist                  180000
## 29305   FAANG              Other                  538000
## 29307   FAANG          BUSI.MGMT                   77000
## 29310   Other Engineer.Scientist                  211000
## 29315   Other Engineer.Scientist                  134000
## 29319   Tier2          BUSI.MGMT                  475000
## 29323   Tier2 Engineer.Scientist                  341000
## 29324   Tier2 Engineer.Scientist                  239000
## 29326   Tier2 Engineer.Scientist                  160000
## 29329   Tier2          BUSI.MGMT                  120000
## 29330   Other Engineer.Scientist                  250000
## 29334   Tier2 Engineer.Scientist                  301000
## 29336   Other Engineer.Scientist                   24000
## 29340   Other Engineer.Scientist                   13000
## 29343   Other Engineer.Scientist                   55000
## 29344   Other Engineer.Scientist                   58000
## 29349   FAANG Engineer.Scientist                   99000
## 29351   FAANG Engineer.Scientist                  250000
## 29352   Other Engineer.Scientist                   49000
## 29359   Tier2 Engineer.Scientist                  281000
## 29365   Other Engineer.Scientist                  210000
## 29370   Tier2 Engineer.Scientist                  165000
## 29373   Other Engineer.Scientist                  245000
## 29379   FAANG Engineer.Scientist                  185000
## 29382   FAANG Engineer.Scientist                  270000
## 29388   Other Engineer.Scientist                   84000
## 29390   Other Engineer.Scientist                  200000
## 29391   Other Engineer.Scientist                   93000
## 29394   Tier2 Engineer.Scientist                  125000
## 29400   Tier2          BUSI.MGMT                  204000
## 29404   Other Engineer.Scientist                   75000
## 29405   Tier2 Engineer.Scientist                  136000
## 29406   Other          BUSI.MGMT                  150000
## 29410   FAANG Engineer.Scientist                  157000
## 29412   Other          BUSI.MGMT                   72000
## 29415   Tier2 Engineer.Scientist                  262000
## 29416   FAANG Engineer.Scientist                  282000
## 29419   Other          BUSI.MGMT                  456000
## 29421   Other Engineer.Scientist                  226000
## 29422   Tier2 Engineer.Scientist                  197000
## 29423   Other Engineer.Scientist                   60000
## 29425   FAANG          BUSI.MGMT                  333000
## 29426   Tier2 Engineer.Scientist                  198000
## 29428   Other Engineer.Scientist                  133000
## 29429   Tier2 Engineer.Scientist                  177000
## 29430   Other Engineer.Scientist                   81000
## 29437   Other Engineer.Scientist                  105000
## 29441   FAANG Engineer.Scientist                  605000
## 29442   Other Engineer.Scientist                  132000
## 29448   Other Engineer.Scientist                  163000
## 29449   Tier2          BUSI.MGMT                  190000
## 29450   Tier2 Engineer.Scientist                  155000
## 29453   Tier2 Engineer.Scientist                   15000
## 29455   Tier2 Engineer.Scientist                  178000
## 29458   FAANG Engineer.Scientist                  224000
## 29459   Tier2              Other                  285000
## 29463   Tier2          BUSI.MGMT                   51000
## 29464   Other Engineer.Scientist                   77000
## 29465   Tier2 Engineer.Scientist                   63000
## 29471   Other Engineer.Scientist                  170000
## 29472   Tier2 Engineer.Scientist                  175000
## 29473   Tier2 Engineer.Scientist                  365000
## 29474   FAANG Engineer.Scientist                  130000
## 29475   Tier2 Engineer.Scientist                   42000
## 29477   Other          BUSI.MGMT                  200000
## 29480   Other Engineer.Scientist                  132000
## 29483   FAANG              Other                  130000
## 29485   Tier2              Other                  183000
## 29489   Other              Other                  162000
## 29490   Other              Other                  153000
## 29496   FAANG          BUSI.MGMT                   94000
## 29500   Tier2 Engineer.Scientist                  290000
## 29501   Other Engineer.Scientist                  164000
## 29502   Tier2 Engineer.Scientist                  169000
## 29506   FAANG Engineer.Scientist                  186000
## 29508   Tier2          BUSI.MGMT                  250000
## 29509   Tier2 Engineer.Scientist                   61000
## 29510   Tier2 Engineer.Scientist                  381000
## 29513   Other Engineer.Scientist                  230000
## 29515   Other Engineer.Scientist                  250000
## 29521   Tier2 Engineer.Scientist                  161000
## 29522   Other Engineer.Scientist                  118000
## 29524   Tier2          BUSI.MGMT                  275000
## 29528   Other Engineer.Scientist                   50000
## 29529   FAANG Engineer.Scientist                  567000
## 29530   Other          BUSI.MGMT                   80000
## 29532   Tier2          BUSI.MGMT                  141000
## 29533   FAANG Engineer.Scientist                  210000
## 29535   Other Engineer.Scientist                  116000
## 29536   Tier2 Engineer.Scientist                  365000
## 29541   Other Engineer.Scientist                   87000
## 29543   Other          BUSI.MGMT                   66000
## 29544   Tier2          BUSI.MGMT                  155000
## 29548   Other Engineer.Scientist                  134000
## 29552   FAANG Engineer.Scientist                  350000
## 29553   Tier2 Engineer.Scientist                  419000
## 29557   FAANG Engineer.Scientist                  221000
## 29559   Tier2 Engineer.Scientist                  152000
## 29567   FAANG          BUSI.MGMT                  655000
## 29568   Tier2 Engineer.Scientist                  237000
## 29569   Other Engineer.Scientist                   96000
## 29571   Tier2 Engineer.Scientist                  140000
## 29572   Tier2          BUSI.MGMT                  288000
## 29573   Other              Other                   70000
## 29575   Tier2 Engineer.Scientist                  145000
## 29579   FAANG Engineer.Scientist                  310000
## 29581   Other Engineer.Scientist                  303000
## 29582   Tier2          BUSI.MGMT                   70000
## 29584   Other          BUSI.MGMT                  130000
## 29585   Tier2 Engineer.Scientist                  150000
## 29588   Other Engineer.Scientist                   43000
## 29595   FAANG Engineer.Scientist                  285000
## 29596   Other          BUSI.MGMT                   75000
## 29601   Tier2 Engineer.Scientist                  136000
## 29603   Other              Other                  130000
## 29608   Other Engineer.Scientist                  150000
## 29610   FAANG Engineer.Scientist                  170000
## 29612   Other Engineer.Scientist                  240000
## 29616   Other Engineer.Scientist                   50000
## 29619   FAANG Engineer.Scientist                  181000
## 29622   FAANG Engineer.Scientist                  192000
## 29627   FAANG Engineer.Scientist                  275000
## 29629   Tier2 Engineer.Scientist                   84000
## 29631   Other Engineer.Scientist                  108000
## 29633   FAANG Engineer.Scientist                  345000
## 29634   FAANG              Other                   86000
## 29637   Other Engineer.Scientist                  199000
## 29640   Other Engineer.Scientist                  185000
## 29643   FAANG          BUSI.MGMT                  310000
## 29645   Tier2 Engineer.Scientist                  265000
## 29646   FAANG              Other                  320000
## 29649   FAANG              Other                  265000
## 29653   Tier2 Engineer.Scientist                  191000
## 29657   FAANG Engineer.Scientist                  157000
## 29659   Tier2 Engineer.Scientist                  114000
## 29661   Tier2 Engineer.Scientist                  116000
## 29662   FAANG Engineer.Scientist                  181000
## 29666   Other Engineer.Scientist                   93000
## 29668   Other Engineer.Scientist                   23000
## 29670   Tier2              Other                  125000
## 29671   Other Engineer.Scientist                  128000
## 29672   Other Engineer.Scientist                  240000
## 29676   Other Engineer.Scientist                  223000
## 29678   Other          BUSI.MGMT                   88000
## 29680   FAANG Engineer.Scientist                  165000
## 29682   Tier2 Engineer.Scientist                  155000
## 29686   Tier2 Engineer.Scientist                  150000
## 29689   Other          BUSI.MGMT                  140000
## 29690   Tier2 Engineer.Scientist                  205000
## 29691   Tier2 Engineer.Scientist                  207000
## 29692   Other Engineer.Scientist                  330000
## 29693   Other Engineer.Scientist                   97000
## 29696   FAANG Engineer.Scientist                   85000
## 29698   Other          BUSI.MGMT                   75000
## 29700   Other          BUSI.MGMT                  190000
## 29701   FAANG Engineer.Scientist                  237000
## 29703   Other Engineer.Scientist                  100000
## 29704   FAANG          BUSI.MGMT                  308000
## 29705   Other Engineer.Scientist                   83000
## 29706   Tier2 Engineer.Scientist                   12000
## 29707   Other Engineer.Scientist                  385000
## 29709   Other          BUSI.MGMT                   18000
## 29714   Tier2 Engineer.Scientist                  135000
## 29716   Other Engineer.Scientist                   66000
## 29722   FAANG Engineer.Scientist                  400000
## 29725   FAANG Engineer.Scientist                  428000
## 29726   FAANG Engineer.Scientist                  357000
## 29727   Other              Other                  250000
## 29731   Other Engineer.Scientist                   81000
## 29736   Tier2          BUSI.MGMT                  156000
## 29740   Tier2 Engineer.Scientist                  155000
## 29747   Other Engineer.Scientist                  135000
## 29754   Other          BUSI.MGMT                  145000
## 29755   Other Engineer.Scientist                   26000
## 29756   Tier2 Engineer.Scientist                   32000
## 29761   Other Engineer.Scientist                   96000
## 29765   Other Engineer.Scientist                  385000
## 29766   FAANG              Other                   65000
## 29769   FAANG Engineer.Scientist                  257000
## 29770   FAANG Engineer.Scientist                  242000
## 29772   Other Engineer.Scientist                   60000
## 29774   Tier2 Engineer.Scientist                  234000
## 29776   Other Engineer.Scientist                  138000
## 29780   Other Engineer.Scientist                   70000
## 29783   Tier2 Engineer.Scientist                  354000
## 29785   FAANG Engineer.Scientist                  385000
## 29790   Other Engineer.Scientist                  193000
## 29791   Other          BUSI.MGMT                  235000
## 29793   Other Engineer.Scientist                  475000
## 29801   Tier2 Engineer.Scientist                  210000
## 29803   Other Engineer.Scientist                  170000
## 29806   Tier2 Engineer.Scientist                  165000
## 29807   Other          BUSI.MGMT                  260000
## 29808   Other Engineer.Scientist                  110000
## 29810   Tier2 Engineer.Scientist                  128000
## 29812   FAANG Engineer.Scientist                  700000
## 29813   Tier2 Engineer.Scientist                  296000
## 29815   Other Engineer.Scientist                   97000
## 29817   Other          BUSI.MGMT                  120000
## 29819   FAANG          BUSI.MGMT                  212000
## 29824   Other Engineer.Scientist                  200000
## 29827   Other Engineer.Scientist                   31000
## 29828   Other Engineer.Scientist                   84000
## 29831   Other Engineer.Scientist                  225000
## 29832   Other Engineer.Scientist                  164000
## 29835   Other Engineer.Scientist                  142000
## 29838   Tier2 Engineer.Scientist                   73000
## 29839   Other Engineer.Scientist                  190000
## 29840   FAANG Engineer.Scientist                  136000
## 29847   Other Engineer.Scientist                  164000
## 29848   Other Engineer.Scientist                   85000
## 29850   Other Engineer.Scientist                  115000
## 29851   Other Engineer.Scientist                  101000
## 29856   Other Engineer.Scientist                  209000
## 29857   FAANG Engineer.Scientist                  156000
## 29861   Other          BUSI.MGMT                   29000
## 29866   Tier2 Engineer.Scientist                   28000
## 29867   FAANG Engineer.Scientist                  325000
## 29868   Other Engineer.Scientist                  263000
## 29869   Tier2          BUSI.MGMT                  305000
## 29871   Tier2 Engineer.Scientist                  145000
## 29872   Tier2 Engineer.Scientist                  170000
## 29878   Tier2          BUSI.MGMT                  235000
## 29880   Other Engineer.Scientist                  125000
## 29882   Other Engineer.Scientist                  120000
## 29887   Other          BUSI.MGMT                  203000
## 29889   Tier2          BUSI.MGMT                  225000
## 29891   FAANG Engineer.Scientist                  265000
## 29892   FAANG Engineer.Scientist                  512000
## 29896   Tier2 Engineer.Scientist                  235000
## 29897   Tier2 Engineer.Scientist                  134000
## 29898   Other              Other                  192000
## 29901   FAANG          BUSI.MGMT                  200000
## 29902   Tier2 Engineer.Scientist                  176000
## 29903   FAANG Engineer.Scientist                  190000
## 29906   Other Engineer.Scientist                   76000
## 29914   Other              Other                  320000
## 29915   Other Engineer.Scientist                  157000
## 29918   Other Engineer.Scientist                  109000
## 29919   Tier2              Other                  310000
## 29930   Tier2 Engineer.Scientist                  141000
## 29931   Tier2 Engineer.Scientist                  271000
## 29932   FAANG Engineer.Scientist                  316000
## 29933   Other          BUSI.MGMT                  195000
## 29934   Tier2 Engineer.Scientist                  239000
## 29938   Other Engineer.Scientist                  118000
## 29939   FAANG Engineer.Scientist                  115000
## 29942   Other          BUSI.MGMT                  192000
## 29945   Tier2 Engineer.Scientist                   85000
## 29947   Other Engineer.Scientist                  131000
## 29948   Tier2          BUSI.MGMT                  157000
## 29952   Tier2              Other                  115000
## 29957   FAANG Engineer.Scientist                  336000
## 29958   Tier2 Engineer.Scientist                  145000
## 29959   FAANG Engineer.Scientist                  350000
## 29961   Other Engineer.Scientist                  188000
## 29965   Other Engineer.Scientist                  150000
## 29968   Tier2 Engineer.Scientist                  158000
## 29970   FAANG Engineer.Scientist                  201000
## 29972   Other Engineer.Scientist                  255000
## 29974   Other Engineer.Scientist                  260000
## 29977   Other Engineer.Scientist                  150000
## 29978   Other Engineer.Scientist                  103000
## 29980   Tier2          BUSI.MGMT                  121000
## 29982   FAANG              Other                  190000
## 29987   Other Engineer.Scientist                  496000
## 29988   Other Engineer.Scientist                  272000
## 29991   FAANG Engineer.Scientist                  183000
## 29992   FAANG Engineer.Scientist                  420000
## 29994   Other Engineer.Scientist                   70000
## 29998   Other Engineer.Scientist                  145000
## 30002   FAANG              Other                  111000
## 30003   Other          BUSI.MGMT                  165000
## 30016   Other Engineer.Scientist                   75000
## 30017   FAANG Engineer.Scientist                  450000
## 30019   Other Engineer.Scientist                  221000
## 30020   Tier2 Engineer.Scientist                  447000
## 30021   Other Engineer.Scientist                  125000
## 30025   Tier2              Other                  310000
## 30028   Tier2 Engineer.Scientist                  505000
## 30031   Tier2 Engineer.Scientist                   80000
## 30036   FAANG Engineer.Scientist                  788000
## 30040   FAANG Engineer.Scientist                   40000
## 30044   Other          BUSI.MGMT                   60000
## 30047   Other Engineer.Scientist                   70000
## 30048   Other Engineer.Scientist                   83000
## 30050   Other Engineer.Scientist                   70000
## 30051   Other          BUSI.MGMT                   75000
## 30052   Other Engineer.Scientist                   92000
## 30058   Other Engineer.Scientist                  160000
## 30061   Other Engineer.Scientist                   98000
## 30066   FAANG          BUSI.MGMT                  220000
## 30072   Other              Other                  215000
## 30075   Other Engineer.Scientist                  220000
## 30076   Tier2          BUSI.MGMT                  150000
## 30080   Tier2 Engineer.Scientist                  204000
## 30083   Tier2 Engineer.Scientist                  370000
## 30085   FAANG Engineer.Scientist                  333000
## 30086   Other Engineer.Scientist                  228000
## 30092   FAANG Engineer.Scientist                  239000
## 30095   FAANG Engineer.Scientist                  225000
## 30098   Tier2 Engineer.Scientist                  217000
## 30100   Other          BUSI.MGMT                   81000
## 30101   Other              Other                  203000
## 30102   FAANG              Other                  125000
## 30105   Tier2 Engineer.Scientist                  350000
## 30107   Tier2 Engineer.Scientist                  227000
## 30110   FAANG          BUSI.MGMT                   84000
## 30112   Tier2          BUSI.MGMT                   98000
## 30115   FAANG Engineer.Scientist                  245000
## 30116   FAANG Engineer.Scientist                  293000
## 30118   Tier2 Engineer.Scientist                  400000
## 30125   Tier2 Engineer.Scientist                  122000
## 30126   Other Engineer.Scientist                  226000
## 30133   FAANG Engineer.Scientist                  492000
## 30136   Other              Other                  518000
## 30140   FAANG Engineer.Scientist                  200000
## 30141   Tier2 Engineer.Scientist                  108000
## 30144   FAANG          BUSI.MGMT                  162000
## 30153   Tier2 Engineer.Scientist                  272000
## 30158   Tier2 Engineer.Scientist                   88000
## 30159   Tier2 Engineer.Scientist                   95000
## 30162   Other Engineer.Scientist                  130000
## 30163   Tier2 Engineer.Scientist                  150000
## 30165   Other Engineer.Scientist                   71000
## 30166   Other Engineer.Scientist                   90000
## 30172   FAANG Engineer.Scientist                  357000
## 30173   FAANG Engineer.Scientist                  158000
## 30174   Other              Other                  234000
## 30176   Other Engineer.Scientist                  225000
## 30183   FAANG Engineer.Scientist                  403000
## 30186   Other Engineer.Scientist                  144000
## 30192   FAANG Engineer.Scientist                  150000
## 30193   Other          BUSI.MGMT                  212000
## 30196   Tier2 Engineer.Scientist                  168000
## 30201   Tier2 Engineer.Scientist                   97000
## 30202   Other              Other                  153000
## 30203   Other          BUSI.MGMT                  133000
## 30204   Tier2 Engineer.Scientist                  175000
## 30206   Tier2              Other                  240000
## 30207   Tier2 Engineer.Scientist                  175000
## 30208   Other Engineer.Scientist                  290000
## 30209   FAANG          BUSI.MGMT                  240000
## 30214   Tier2 Engineer.Scientist                  194000
## 30216   Other Engineer.Scientist                  330000
## 30220   Tier2          BUSI.MGMT                  251000
## 30222   Tier2 Engineer.Scientist                  194000
## 30225   Other Engineer.Scientist                   85000
## 30227   FAANG Engineer.Scientist                  186000
## 30240   Tier2 Engineer.Scientist                  113000
## 30244   Other Engineer.Scientist                  100000
## 30247   FAANG Engineer.Scientist                  312000
## 30254   Tier2          BUSI.MGMT                  259000
## 30255   Other Engineer.Scientist                  160000
## 30258   Tier2 Engineer.Scientist                   63000
## 30261   FAANG Engineer.Scientist                  193000
## 30263   Other Engineer.Scientist                   24000
## 30266   Other Engineer.Scientist                  250000
## 30270   Other Engineer.Scientist                  149000
## 30273   FAANG Engineer.Scientist                  206000
## 30283   Tier2 Engineer.Scientist                  124000
## 30287   Tier2 Engineer.Scientist                  201000
## 30288   Tier2 Engineer.Scientist                  138000
## 30300   FAANG Engineer.Scientist                  136000
## 30302   Tier2 Engineer.Scientist                  210000
## 30303   Other Engineer.Scientist                  110000
## 30307   Other          BUSI.MGMT                  235000
## 30308   FAANG          BUSI.MGMT                  150000
## 30309   Tier2 Engineer.Scientist                  290000
## 30310   Tier2          BUSI.MGMT                  325000
## 30311   Other Engineer.Scientist                  140000
## 30313   Tier2          BUSI.MGMT                  249000
## 30315   Tier2          BUSI.MGMT                  268000
## 30329   Other Engineer.Scientist                  154000
## 30333   FAANG Engineer.Scientist                  360000
## 30335   FAANG          BUSI.MGMT                  335000
## 30341   Other              Other                   72000
## 30343   FAANG Engineer.Scientist                  350000
## 30345   Other Engineer.Scientist                   34000
## 30347   Tier2              Other                  200000
## 30348   FAANG Engineer.Scientist                  245000
## 30353   FAANG Engineer.Scientist                  282000
## 30354   Other Engineer.Scientist                  171000
## 30356   Other Engineer.Scientist                  675000
## 30358   Other Engineer.Scientist                  147000
## 30360   Tier2              Other                  239000
## 30361   FAANG Engineer.Scientist                  135000
## 30366   FAANG Engineer.Scientist                  260000
## 30370   Tier2          BUSI.MGMT                  168000
## 30371   Tier2          BUSI.MGMT                  275000
## 30374   Other          BUSI.MGMT                  180000
## 30376   Other Engineer.Scientist                  152000
## 30378   Other Engineer.Scientist                  186000
## 30380   Other Engineer.Scientist                  100000
## 30383   FAANG Engineer.Scientist                  200000
## 30392   Tier2 Engineer.Scientist                  400000
## 30394   FAANG Engineer.Scientist                  409000
## 30395   Other Engineer.Scientist                  112000
## 30401   FAANG Engineer.Scientist                  198000
## 30402   FAANG Engineer.Scientist                  412000
## 30404   FAANG Engineer.Scientist                  240000
## 30407   Other Engineer.Scientist                  195000
## 30409   Tier2 Engineer.Scientist                   58000
## 30411   Tier2          BUSI.MGMT                  190000
## 30412   Tier2          BUSI.MGMT                  180000
## 30413   FAANG          BUSI.MGMT                  157000
## 30415   Tier2 Engineer.Scientist                   80000
## 30417   Other          BUSI.MGMT                  680000
## 30421   Other              Other                  170000
## 30422   Other          BUSI.MGMT                  165000
## 30428   Other              Other                  103000
## 30429   Other Engineer.Scientist                  127000
## 30432   Other Engineer.Scientist                  172000
## 30435   Other Engineer.Scientist                  195000
## 30437   FAANG          BUSI.MGMT                  500000
## 30438   Tier2 Engineer.Scientist                  210000
## 30439   FAANG              Other                  329000
## 30442   Tier2          BUSI.MGMT                  265000
## 30445   Other Engineer.Scientist                  106000
## 30451   Other Engineer.Scientist                  172000
## 30454   Other Engineer.Scientist                   72000
## 30455   Tier2 Engineer.Scientist                  180000
## 30459   Tier2 Engineer.Scientist                  169000
## 30462   Tier2 Engineer.Scientist                  252000
## 30466   FAANG Engineer.Scientist                  473000
## 30468   Tier2 Engineer.Scientist                  309000
## 30469   FAANG Engineer.Scientist                  162000
## 30474   Other Engineer.Scientist                  132000
## 30475   Tier2 Engineer.Scientist                  168000
## 30480   Other Engineer.Scientist                   55000
## 30484   FAANG              Other                  150000
## 30491   FAANG Engineer.Scientist                   29000
## 30494   Tier2 Engineer.Scientist                  201000
## 30498   Tier2 Engineer.Scientist                  180000
## 30499   Tier2          BUSI.MGMT                  160000
## 30500   FAANG Engineer.Scientist                  121000
## 30502   Other          BUSI.MGMT                  265000
## 30505   Other          BUSI.MGMT                  120000
## 30507   Other Engineer.Scientist                  265000
## 30509   FAANG              Other                  210000
## 30511   Tier2 Engineer.Scientist                  240000
## 30513   FAANG Engineer.Scientist                  215000
## 30514   Tier2 Engineer.Scientist                  231000
## 30517   FAANG Engineer.Scientist                  363000
## 30524   FAANG          BUSI.MGMT                  205000
## 30525   FAANG Engineer.Scientist                  262000
## 30528   Other Engineer.Scientist                  126000
## 30530   FAANG Engineer.Scientist                  323000
## 30535   FAANG Engineer.Scientist                  242000
## 30539   Other Engineer.Scientist                  360000
## 30540   Other Engineer.Scientist                   91000
## 30542   Other Engineer.Scientist                  100000
## 30543   Other Engineer.Scientist                   78000
## 30544   Other Engineer.Scientist                  350000
## 30547   FAANG Engineer.Scientist                  166000
## 30549   FAANG Engineer.Scientist                  160000
## 30550   Other Engineer.Scientist                  210000
## 30551   Tier2 Engineer.Scientist                  100000
## 30553   Tier2 Engineer.Scientist                  298000
## 30556   Other Engineer.Scientist                  150000
## 30562   Tier2          BUSI.MGMT                  137000
## 30567   Other Engineer.Scientist                  145000
## 30570   Tier2 Engineer.Scientist                  150000
## 30572   FAANG          BUSI.MGMT                   75000
## 30588   Tier2 Engineer.Scientist                  177000
## 30589   Other Engineer.Scientist                  150000
## 30601   FAANG Engineer.Scientist                  381000
## 30608   FAANG              Other                  114000
## 30611   Other Engineer.Scientist                  328000
## 30612   Tier2 Engineer.Scientist                   12000
## 30613   Other Engineer.Scientist                  122000
## 30615   Other Engineer.Scientist                  190000
## 30619   FAANG Engineer.Scientist                  170000
## 30624   FAANG          BUSI.MGMT                   79000
## 30625   Tier2 Engineer.Scientist                  182000
## 30626   FAANG Engineer.Scientist                  600000
## 30627   Other              Other                  101000
## 30628   Other Engineer.Scientist                   65000
## 30631   Other Engineer.Scientist                   76000
## 30645   Tier2 Engineer.Scientist                  168000
## 30646   FAANG Engineer.Scientist                  345000
## 30650   Tier2 Engineer.Scientist                  395000
## 30658   FAANG Engineer.Scientist                  606000
## 30659   Tier2 Engineer.Scientist                  205000
## 30663   Tier2              Other                  122000
## 30664   Other Engineer.Scientist                  278000
## 30668   Other          BUSI.MGMT                  188000
## 30669   Other          BUSI.MGMT                  178000
## 30672   Tier2          BUSI.MGMT                  205000
## 30676   FAANG Engineer.Scientist                  315000
## 30677   Other Engineer.Scientist                  140000
## 30682   Other Engineer.Scientist                  214000
## 30684   FAANG Engineer.Scientist                  155000
## 30685   FAANG Engineer.Scientist                  190000
## 30686   Other Engineer.Scientist                  195000
## 30688   FAANG          BUSI.MGMT                  163000
## 30689   Tier2 Engineer.Scientist                  160000
## 30691   Other Engineer.Scientist                  135000
## 30695   Other Engineer.Scientist                  222000
## 30696   FAANG Engineer.Scientist                  344000
## 30701   Tier2 Engineer.Scientist                  122000
## 30704   FAANG          BUSI.MGMT                  240000
## 30705   Other Engineer.Scientist                  219000
## 30706   FAANG              Other                  150000
## 30710   Other Engineer.Scientist                  240000
## 30711   FAANG Engineer.Scientist                  231000
## 30712   Other Engineer.Scientist                  130000
## 30717   FAANG Engineer.Scientist                  367000
## 30721   Other          BUSI.MGMT                  226000
## 30722   FAANG Engineer.Scientist                  257000
## 30726   Other Engineer.Scientist                   96000
## 30733   Tier2 Engineer.Scientist                  231000
## 30738   Tier2 Engineer.Scientist                   88000
## 30744   Other Engineer.Scientist                   50000
## 30745   Tier2          BUSI.MGMT                  120000
## 30747   FAANG Engineer.Scientist                  265000
## 30754   Tier2 Engineer.Scientist                  201000
## 30755   FAANG Engineer.Scientist                  306000
## 30759   Other Engineer.Scientist                   85000
## 30760   FAANG Engineer.Scientist                  241000
## 30761   Tier2              Other                  206000
## 30762   Tier2 Engineer.Scientist                  150000
## 30766   FAANG Engineer.Scientist                  169000
## 30768   Tier2 Engineer.Scientist                  122000
## 30772   Tier2 Engineer.Scientist                   40000
## 30773   Other          BUSI.MGMT                  130000
## 30776   Tier2              Other                  132000
## 30784   FAANG Engineer.Scientist                  226000
## 30785   FAANG Engineer.Scientist                  160000
## 30786   Other Engineer.Scientist                  125000
## 30791   Tier2 Engineer.Scientist                  315000
## 30793   FAANG Engineer.Scientist                  243000
## 30794   FAANG Engineer.Scientist                  195000
## 30796   Tier2 Engineer.Scientist                   21000
## 30801   Tier2 Engineer.Scientist                  128000
## 30802   FAANG Engineer.Scientist                  225000
## 30805   Tier2          BUSI.MGMT                  185000
## 30807   Tier2 Engineer.Scientist                  135000
## 30813   Tier2 Engineer.Scientist                  140000
## 30814   Tier2 Engineer.Scientist                  160000
## 30816   Other Engineer.Scientist                  143000
## 30817   Other Engineer.Scientist                  250000
## 30820   Other              Other                  147000
## 30823   FAANG              Other                  289000
## 30824   Tier2 Engineer.Scientist                  188000
## 30829   Other Engineer.Scientist                   93000
## 30832   Other Engineer.Scientist                  167000
## 30833   Other Engineer.Scientist                   93000
## 30835   Other          BUSI.MGMT                  117000
## 30836   Tier2 Engineer.Scientist                   56000
## 30837   Other Engineer.Scientist                   74000
## 30841   Other Engineer.Scientist                  101000
## 30843   Other              Other                  113000
## 30845   Tier2          BUSI.MGMT                   68000
## 30846   FAANG Engineer.Scientist                  268000
## 30851   Tier2 Engineer.Scientist                   70000
## 30852   FAANG Engineer.Scientist                  100000
## 30853   Other Engineer.Scientist                  213000
## 30855   Other Engineer.Scientist                  586000
## 30861   FAANG Engineer.Scientist                  190000
## 30862   Tier2          BUSI.MGMT                  164000
## 30868   Other Engineer.Scientist                  165000
## 30870   FAANG              Other                  227000
## 30875   Other Engineer.Scientist                  157000
## 30879   FAANG Engineer.Scientist                  332000
## 30880   Other          BUSI.MGMT                  170000
## 30882   Tier2          BUSI.MGMT                  174000
## 30885   Other Engineer.Scientist                  125000
## 30886   FAANG Engineer.Scientist                  345000
## 30888   Tier2          BUSI.MGMT                  201000
## 30889   Other Engineer.Scientist                   85000
## 30891   Tier2 Engineer.Scientist                  135000
## 30892   Other Engineer.Scientist                  225000
## 30897   Other Engineer.Scientist                  105000
## 30900   FAANG Engineer.Scientist                  165000
## 30905   Other Engineer.Scientist                  147000
## 30906   Tier2 Engineer.Scientist                  370000
## 30910   Tier2 Engineer.Scientist                  170000
## 30911   FAANG Engineer.Scientist                  290000
## 30919   Other Engineer.Scientist                  164000
## 30922   Other              Other                  140000
## 30931   Other Engineer.Scientist                  200000
## 30935   Other Engineer.Scientist                   28000
## 30946   FAANG Engineer.Scientist                   75000
## 30951   FAANG Engineer.Scientist                   70000
## 30955   Other Engineer.Scientist                  139000
## 30957   Other Engineer.Scientist                  426000
## 30958   Tier2          BUSI.MGMT                  195000
## 30963   Other          BUSI.MGMT                  123000
## 30964   Other Engineer.Scientist                  207000
## 30965   FAANG          BUSI.MGMT                  220000
## 30968   FAANG Engineer.Scientist                  421000
## 30969   Other Engineer.Scientist                  104000
## 30970   Other Engineer.Scientist                  103000
## 30971   Tier2          BUSI.MGMT                  427000
## 30979   Tier2 Engineer.Scientist                  264000
## 30981   Tier2 Engineer.Scientist                   95000
## 30982   FAANG Engineer.Scientist                  200000
## 30992   Other Engineer.Scientist                  146000
## 30994   Tier2              Other                  296000
## 30995   FAANG          BUSI.MGMT                  292000
## 30996   Tier2 Engineer.Scientist                  148000
## 30998   Tier2          BUSI.MGMT                  120000
## 31001   Tier2 Engineer.Scientist                  274000
## 31002   Tier2          BUSI.MGMT                  233000
## 31003   Other Engineer.Scientist                   81000
## 31004   Other Engineer.Scientist                  100000
## 31008   FAANG              Other                  170000
## 31009   Other          BUSI.MGMT                  147000
## 31013   FAANG Engineer.Scientist                  447000
## 31014   Tier2 Engineer.Scientist                  120000
## 31015   Other Engineer.Scientist                  128000
## 31016   Other          BUSI.MGMT                   15000
## 31017   Other Engineer.Scientist                  100000
## 31020   Tier2 Engineer.Scientist                  270000
## 31022   Other Engineer.Scientist                  142000
## 31026   Tier2 Engineer.Scientist                  130000
## 31027   FAANG Engineer.Scientist                  200000
## 31028   Other Engineer.Scientist                  553000
## 31031   Tier2 Engineer.Scientist                  307000
## 31036   Tier2 Engineer.Scientist                   49000
## 31042   FAANG Engineer.Scientist                  300000
## 31048   Tier2          BUSI.MGMT                  228000
## 31052   Tier2 Engineer.Scientist                  165000
## 31056   Other Engineer.Scientist                  140000
## 31057   Tier2 Engineer.Scientist                  110000
## 31060   Tier2 Engineer.Scientist                  135000
## 31061   Other Engineer.Scientist                   85000
## 31064   FAANG Engineer.Scientist                  133000
## 31065   Other Engineer.Scientist                  144000
## 31067   Tier2 Engineer.Scientist                  198000
## 31068   FAANG Engineer.Scientist                  170000
## 31070   Other Engineer.Scientist                  103000
## 31072   Other Engineer.Scientist                  176000
## 31075   Other Engineer.Scientist                  170000
## 31083   Other Engineer.Scientist                  150000
## 31085   Tier2              Other                  145000
## 31087   FAANG Engineer.Scientist                  417000
## 31089   FAANG          BUSI.MGMT                  120000
## 31090   Tier2              Other                  273000
## 31095   Other Engineer.Scientist                  180000
## 31097   FAANG Engineer.Scientist                  671000
## 31101   Other Engineer.Scientist                  146000
## 31105   Tier2 Engineer.Scientist                   78000
## 31111   Other          BUSI.MGMT                   99000
## 31112   Other Engineer.Scientist                   18000
## 31118   FAANG Engineer.Scientist                  191000
## 31122   Tier2 Engineer.Scientist                  225000
## 31123   FAANG              Other                  200000
## 31125   Other Engineer.Scientist                   88000
## 31127   Other          BUSI.MGMT                  136000
## 31128   Other              Other                  350000
## 31130   Tier2 Engineer.Scientist                  173000
## 31134   FAANG Engineer.Scientist                  446000
## 31137   Tier2 Engineer.Scientist                  234000
## 31141   FAANG Engineer.Scientist                  220000
## 31142   Tier2          BUSI.MGMT                  115000
## 31146   Other Engineer.Scientist                  147000
## 31147   Tier2 Engineer.Scientist                  144000
## 31152   Tier2 Engineer.Scientist                  200000
## 31155   FAANG Engineer.Scientist                  178000
## 31160   Tier2 Engineer.Scientist                  205000
## 31165   Other Engineer.Scientist                   82000
## 31168   Other              Other                   32000
## 31171   Other          BUSI.MGMT                  126000
## 31172   Other Engineer.Scientist                  130000
## 31173   Tier2          BUSI.MGMT                  251000
## 31175   Tier2 Engineer.Scientist                  125000
## 31176   FAANG Engineer.Scientist                  258000
## 31177   Tier2 Engineer.Scientist                  113000
## 31179   Other Engineer.Scientist                  200000
## 31180   FAANG Engineer.Scientist                  370000
## 31181   Other Engineer.Scientist                   85000
## 31183   FAANG Engineer.Scientist                  228000
## 31185   Other Engineer.Scientist                  314000
## 31188   Other Engineer.Scientist                   26000
## 31190   Tier2 Engineer.Scientist                  200000
## 31191   Tier2 Engineer.Scientist                  160000
## 31193   Other Engineer.Scientist                  265000
## 31195   Tier2 Engineer.Scientist                  169000
## 31196   Other Engineer.Scientist                  110000
## 31197   FAANG Engineer.Scientist                  500000
## 31198   Other          BUSI.MGMT                  154000
## 31202   Other Engineer.Scientist                  210000
## 31204   Tier2 Engineer.Scientist                  230000
## 31209   Tier2          BUSI.MGMT                  330000
## 31212   Other Engineer.Scientist                  213000
## 31213   Tier2 Engineer.Scientist                  158000
## 31214   FAANG Engineer.Scientist                  262000
## 31218   Tier2 Engineer.Scientist                  335000
## 31219   Other Engineer.Scientist                  255000
## 31222   Other Engineer.Scientist                  480000
## 31224   Tier2 Engineer.Scientist                   84000
## 31225   Tier2 Engineer.Scientist                  227000
## 31226   Other Engineer.Scientist                  110000
## 31228   FAANG Engineer.Scientist                  225000
## 31229   Tier2 Engineer.Scientist                  191000
## 31230   Other Engineer.Scientist                  132000
## 31233   FAANG          BUSI.MGMT                  198000
## 31236   Other Engineer.Scientist                  102000
## 31237   Other Engineer.Scientist                  190000
## 31239   Other Engineer.Scientist                  202000
## 31242   FAANG          BUSI.MGMT                  132000
## 31243   Other Engineer.Scientist                  270000
## 31250   Tier2          BUSI.MGMT                  211000
## 31252   Other Engineer.Scientist                  209000
## 31255   Tier2 Engineer.Scientist                  167000
## 31257   Other Engineer.Scientist                  110000
## 31261   Tier2 Engineer.Scientist                   47000
## 31263   Other Engineer.Scientist                   90000
## 31265   FAANG          BUSI.MGMT                  335000
## 31268   Tier2 Engineer.Scientist                  147000
## 31269   Other          BUSI.MGMT                  110000
## 31271   Other Engineer.Scientist                   76000
## 31273   FAANG          BUSI.MGMT                  255000
## 31274   Tier2 Engineer.Scientist                  100000
## 31276   FAANG Engineer.Scientist                  243000
## 31277   Tier2 Engineer.Scientist                  176000
## 31284   Tier2 Engineer.Scientist                  160000
## 31287   FAANG Engineer.Scientist                  200000
## 31288   Other Engineer.Scientist                  203000
## 31289   FAANG Engineer.Scientist                  176000
## 31290   Other Engineer.Scientist                  133000
## 31292   Tier2 Engineer.Scientist                  170000
## 31294   FAANG Engineer.Scientist                  247000
## 31297   Other Engineer.Scientist                  170000
## 31300   Tier2 Engineer.Scientist                  180000
## 31304   Tier2 Engineer.Scientist                  241000
## 31306   Tier2 Engineer.Scientist                  195000
## 31308   Tier2          BUSI.MGMT                   41000
## 31309   Tier2 Engineer.Scientist                  265000
## 31312   FAANG          BUSI.MGMT                  140000
## 31313   Other Engineer.Scientist                  170000
## 31314   Other Engineer.Scientist                   27000
## 31315   Tier2 Engineer.Scientist                  160000
## 31316   FAANG Engineer.Scientist                  166000
## 31319   Other          BUSI.MGMT                   25000
## 31321   Other Engineer.Scientist                   72000
## 31322   Other Engineer.Scientist                  138000
## 31324   Other Engineer.Scientist                   50000
## 31329   Other Engineer.Scientist                  230000
## 31330   FAANG              Other                  150000
## 31334   Other Engineer.Scientist                  320000
## 31348   Other              Other                   97000
## 31352   FAANG Engineer.Scientist                  171000
## 31353   Other Engineer.Scientist                  400000
## 31354   Other          BUSI.MGMT                   83000
## 31355   Tier2              Other                  210000
## 31357   Tier2          BUSI.MGMT                  130000
## 31358   FAANG Engineer.Scientist                  274000
## 31359   Other          BUSI.MGMT                  180000
## 31362   Other          BUSI.MGMT                  110000
## 31365   Tier2 Engineer.Scientist                  141000
## 31368   FAANG Engineer.Scientist                  193000
## 31373   Tier2 Engineer.Scientist                  180000
## 31374   FAANG              Other                  132000
## 31375   FAANG          BUSI.MGMT                   45000
## 31378   Tier2          BUSI.MGMT                  185000
## 31383   Tier2              Other                  205000
## 31385   FAANG Engineer.Scientist                  204000
## 31395   Tier2 Engineer.Scientist                  295000
## 31396   FAANG Engineer.Scientist                  155000
## 31403   FAANG Engineer.Scientist                   95000
## 31404   FAANG Engineer.Scientist                  422000
## 31407   Other          BUSI.MGMT                  140000
## 31409   Other          BUSI.MGMT                  109000
## 31412   Tier2 Engineer.Scientist                  138000
## 31417   Other          BUSI.MGMT                  115000
## 31418   Other          BUSI.MGMT                  115000
## 31419   Other              Other                  360000
## 31420   Tier2          BUSI.MGMT                  307000
## 31422   Other Engineer.Scientist                  275000
## 31425   FAANG              Other                  325000
## 31430   FAANG          BUSI.MGMT                  360000
## 31434   Tier2 Engineer.Scientist                  240000
## 31435   FAANG              Other                  417000
## 31437   FAANG          BUSI.MGMT                  394000
## 31438   FAANG Engineer.Scientist                  292000
## 31440   Tier2 Engineer.Scientist                  140000
## 31442   FAANG Engineer.Scientist                  175000
## 31444   Tier2              Other                  250000
## 31447   Other Engineer.Scientist                  183000
## 31449   Other          BUSI.MGMT                   30000
## 31450   Tier2 Engineer.Scientist                  156000
## 31456   Tier2 Engineer.Scientist                  135000
## 31457   FAANG Engineer.Scientist                  180000
## 31459   FAANG          BUSI.MGMT                  625000
## 31466   Tier2              Other                  186000
## 31470   Other Engineer.Scientist                  223000
## 31472   FAANG              Other                  256000
## 31474   Other Engineer.Scientist                  168000
## 31476   Other Engineer.Scientist                   76000
## 31481   FAANG Engineer.Scientist                  180000
## 31482   FAANG Engineer.Scientist                  155000
## 31484   Other Engineer.Scientist                   85000
## 31486   Other          BUSI.MGMT                  160000
## 31488   Tier2 Engineer.Scientist                  177000
## 31489   FAANG Engineer.Scientist                  356000
## 31491   FAANG Engineer.Scientist                  172000
## 31494   Tier2 Engineer.Scientist                  184000
## 31495   FAANG Engineer.Scientist                  370000
## 31496   Other Engineer.Scientist                   88000
## 31500   Other Engineer.Scientist                  245000
## 31504   Other Engineer.Scientist                   62000
## 31508   Other Engineer.Scientist                  144000
## 31509   Other Engineer.Scientist                  131000
## 31510   Tier2              Other                  110000
## 31514   Tier2 Engineer.Scientist                  170000
## 31515   Other Engineer.Scientist                   95000
## 31516   Other          BUSI.MGMT                  110000
## 31519   Tier2 Engineer.Scientist                  210000
## 31522   Other Engineer.Scientist                  115000
## 31524   Other          BUSI.MGMT                  200000
## 31526   Other          BUSI.MGMT                  100000
## 31530   Other              Other                   90000
## 31532   FAANG Engineer.Scientist                   84000
## 31535   Other Engineer.Scientist                  135000
## 31537   FAANG Engineer.Scientist                  238000
## 31542   FAANG Engineer.Scientist                  290000
## 31543   FAANG Engineer.Scientist                  148000
## 31544   Tier2          BUSI.MGMT                  300000
## 31547   Other Engineer.Scientist                  173000
## 31548   FAANG          BUSI.MGMT                   92000
## 31549   Tier2 Engineer.Scientist                  128000
## 31552   Other Engineer.Scientist                  115000
## 31555   Tier2 Engineer.Scientist                  345000
## 31557   Tier2 Engineer.Scientist                  230000
## 31558   Other Engineer.Scientist                  182000
## 31560   Other          BUSI.MGMT                  245000
## 31566   Tier2 Engineer.Scientist                  164000
## 31567   Tier2 Engineer.Scientist                  199000
## 31569   Tier2 Engineer.Scientist                  200000
## 31570   FAANG Engineer.Scientist                  287000
## 31572   Tier2 Engineer.Scientist                  254000
## 31573   FAANG Engineer.Scientist                  387000
## 31574   Tier2 Engineer.Scientist                  344000
## 31575   Tier2          BUSI.MGMT                  125000
## 31576   Tier2          BUSI.MGMT                  170000
## 31579   Other Engineer.Scientist                  182000
## 31582   Tier2 Engineer.Scientist                  135000
## 31584   FAANG Engineer.Scientist                  338000
## 31585   Tier2 Engineer.Scientist                  175000
## 31587   Tier2          BUSI.MGMT                  219000
## 31588   Other Engineer.Scientist                  167000
## 31593   FAANG Engineer.Scientist                  300000
## 31594   Tier2 Engineer.Scientist                  200000
## 31595   Other Engineer.Scientist                  180000
## 31596   Other Engineer.Scientist                  243000
## 31598   FAANG Engineer.Scientist                  336000
## 31602   Other Engineer.Scientist                  186000
## 31604   Other Engineer.Scientist                   13000
## 31607   Tier2 Engineer.Scientist                  311000
## 31608   FAANG Engineer.Scientist                  307000
## 31610   Other          BUSI.MGMT                  195000
## 31611   Tier2 Engineer.Scientist                  268000
## 31616   FAANG Engineer.Scientist                  385000
## 31618   FAANG Engineer.Scientist                   94000
## 31620   Other Engineer.Scientist                   30000
## 31623   FAANG Engineer.Scientist                  112000
## 31631   FAANG Engineer.Scientist                  170000
## 31633   Tier2 Engineer.Scientist                  135000
## 31634   Other Engineer.Scientist                   97000
## 31638   Other Engineer.Scientist                  130000
## 31640   Tier2 Engineer.Scientist                  144000
## 31642   FAANG          BUSI.MGMT                  235000
## 31644   Tier2 Engineer.Scientist                  250000
## 31650   FAANG Engineer.Scientist                  263000
## 31651   FAANG Engineer.Scientist                  595000
## 31653   FAANG Engineer.Scientist                  300000
## 31654   Tier2 Engineer.Scientist                  182000
## 31656   Tier2 Engineer.Scientist                  325000
## 31661   Other Engineer.Scientist                  187000
## 31662   Tier2          BUSI.MGMT                  190000
## 31663   Other Engineer.Scientist                  145000
## 31664   Other Engineer.Scientist                   65000
## 31665   Other Engineer.Scientist                   93000
## 31669   Tier2 Engineer.Scientist                  193000
## 31671   Other Engineer.Scientist                  126000
## 31673   FAANG Engineer.Scientist                  328000
## 31677   Tier2 Engineer.Scientist                   22000
## 31682   Other              Other                  145000
## 31686   Tier2          BUSI.MGMT                  235000
## 31687   FAANG Engineer.Scientist                  167000
## 31689   Other Engineer.Scientist                  171000
## 31693   Tier2 Engineer.Scientist                  700000
## 31699   FAANG Engineer.Scientist                  305000
## 31700   Other Engineer.Scientist                  196000
## 31702   Other Engineer.Scientist                  175000
## 31707   Other Engineer.Scientist                   83000
## 31717   Tier2 Engineer.Scientist                   92000
## 31722   Tier2 Engineer.Scientist                  159000
## 31728   Tier2          BUSI.MGMT                  203000
## 31730   Other Engineer.Scientist                  168000
## 31737   Tier2 Engineer.Scientist                  206000
## 31739   Tier2          BUSI.MGMT                  278000
## 31742   Other          BUSI.MGMT                   43000
## 31747   FAANG Engineer.Scientist                  390000
## 31750   Tier2 Engineer.Scientist                  237000
## 31752   Tier2          BUSI.MGMT                   93000
## 31755   FAANG Engineer.Scientist                  173000
## 31758   Other Engineer.Scientist                  129000
## 31759   FAANG Engineer.Scientist                  185000
## 31761   Other          BUSI.MGMT                   83000
## 31767   FAANG Engineer.Scientist                   93000
## 31768   Tier2          BUSI.MGMT                   72000
## 31770   FAANG Engineer.Scientist                  320000
## 31773   Other Engineer.Scientist                  128000
## 31774   FAANG Engineer.Scientist                  329000
## 31781   Tier2              Other                   73000
## 31782   Tier2 Engineer.Scientist                   87000
## 31784   Tier2 Engineer.Scientist                  176000
## 31786   Tier2 Engineer.Scientist                  151000
## 31787   Other          BUSI.MGMT                   65000
## 31789   Other Engineer.Scientist                  167000
## 31797   Other          BUSI.MGMT                   93000
## 31799   FAANG          BUSI.MGMT                  180000
## 31800   Tier2          BUSI.MGMT                  525000
## 31801   Other Engineer.Scientist                  148000
## 31802   FAANG          BUSI.MGMT                  120000
## 31803   Other          BUSI.MGMT                   69000
## 31807   Tier2          BUSI.MGMT                   93000
## 31817   Other Engineer.Scientist                  214000
## 31819   Other Engineer.Scientist                  125000
## 31823   FAANG Engineer.Scientist                  225000
## 31827   Tier2 Engineer.Scientist                  215000
## 31832   Other          BUSI.MGMT                  200000
## 31833   FAANG Engineer.Scientist                  215000
## 31834   FAANG Engineer.Scientist                  216000
## 31835   Other Engineer.Scientist                   83000
## 31836   Other Engineer.Scientist                   60000
## 31839   Tier2 Engineer.Scientist                  170000
## 31846   Other Engineer.Scientist                  125000
## 31847   FAANG          BUSI.MGMT                  170000
## 31849   FAANG Engineer.Scientist                  349000
## 31852   Tier2 Engineer.Scientist                  158000
## 31854   Tier2 Engineer.Scientist                  117000
## 31857   Other Engineer.Scientist                   76000
## 31858   Other Engineer.Scientist                  115000
## 31863   Other          BUSI.MGMT                  180000
## 31864   Other              Other                  165000
## 31865   Tier2 Engineer.Scientist                   62000
## 31869   FAANG Engineer.Scientist                   61000
## 31870   Tier2          BUSI.MGMT                  200000
## 31872   Other Engineer.Scientist                  230000
## 31877   Other              Other                  220000
## 31878   Other Engineer.Scientist                  405000
## 31882   Other Engineer.Scientist                   90000
## 31883   Tier2              Other                  170000
## 31887   FAANG              Other                  572000
## 31890   FAANG Engineer.Scientist                  325000
## 31894   Other          BUSI.MGMT                   39000
## 31899   Other Engineer.Scientist                  100000
## 31902   Other          BUSI.MGMT                  245000
## 31904   FAANG Engineer.Scientist                  265000
## 31908   FAANG          BUSI.MGMT                  203000
## 31910   Tier2          BUSI.MGMT                   87000
## 31912   Other Engineer.Scientist                  128000
## 31920   Tier2 Engineer.Scientist                  100000
## 31921   Tier2 Engineer.Scientist                  141000
## 31923   Tier2 Engineer.Scientist                  285000
## 31933   Other Engineer.Scientist                  143000
## 31934   FAANG Engineer.Scientist                  155000
## 31935   Other Engineer.Scientist                   50000
## 31942   Tier2 Engineer.Scientist                  320000
## 31944   FAANG Engineer.Scientist                  284000
## 31945   Tier2 Engineer.Scientist                  150000
## 31948   FAANG          BUSI.MGMT                  165000
## 31949   Tier2 Engineer.Scientist                   93000
## 31950   FAANG Engineer.Scientist                  225000
## 31951   Other              Other                  175000
## 31954   FAANG Engineer.Scientist                  415000
## 31955   FAANG              Other                  196000
## 31956   Tier2 Engineer.Scientist                  156000
## 31957   FAANG Engineer.Scientist                  200000
## 31958   Tier2 Engineer.Scientist                  107000
## 31960   Other Engineer.Scientist                  200000
## 31961   FAANG Engineer.Scientist                  176000
## 31971   Tier2 Engineer.Scientist                  202000
## 31974   Tier2              Other                  113000
## 31976   Other Engineer.Scientist                  124000
## 31977   Tier2          BUSI.MGMT                  245000
## 31979   Other Engineer.Scientist                  205000
## 31982   FAANG          BUSI.MGMT                  204000
## 31984   Other          BUSI.MGMT                  350000
## 31991   Tier2 Engineer.Scientist                  201000
## 31993   Tier2 Engineer.Scientist                  158000
## 31995   Other Engineer.Scientist                  140000
## 31996   FAANG              Other                  343000
## 31997   Tier2 Engineer.Scientist                  134000
## 32001   Other Engineer.Scientist                  142000
## 32002   FAANG          BUSI.MGMT                  385000
## 32003   Other Engineer.Scientist                  147000
## 32004   Tier2 Engineer.Scientist                   94000
## 32006   Other Engineer.Scientist                  229000
## 32009   Other Engineer.Scientist                  120000
## 32010   Other          BUSI.MGMT                   95000
## 32013   Other          BUSI.MGMT                  210000
## 32014   Tier2              Other                  299000
## 32018   FAANG          BUSI.MGMT                  230000
## 32019   Tier2          BUSI.MGMT                  183000
## 32030   Other Engineer.Scientist                  145000
## 32032   Other          BUSI.MGMT                   25000
## 32033   Other              Other                   90000
## 32038   FAANG              Other                   88000
## 32040   Tier2 Engineer.Scientist                  159000
## 32044   Tier2 Engineer.Scientist                  450000
## 32045   FAANG              Other                  115000
## 32046   FAANG Engineer.Scientist                   39000
## 32047   Other Engineer.Scientist                  150000
## 32048   Tier2 Engineer.Scientist                   88000
## 32050   FAANG Engineer.Scientist                  185000
## 32052   FAANG              Other                   87000
## 32053   FAANG Engineer.Scientist                  268000
## 32055   FAANG Engineer.Scientist                  438000
## 32056   FAANG Engineer.Scientist                  480000
## 32057   FAANG Engineer.Scientist                  252000
## 32064   Tier2          BUSI.MGMT                  123000
## 32066   Other Engineer.Scientist                  376000
## 32069   Other Engineer.Scientist                  190000
## 32073   Other Engineer.Scientist                  122000
## 32077   FAANG Engineer.Scientist                  108000
## 32080   Other Engineer.Scientist                  180000
## 32082   Tier2 Engineer.Scientist                  140000
## 32085   FAANG          BUSI.MGMT                  247000
## 32087   Other Engineer.Scientist                  183000
## 32088   Other Engineer.Scientist                  174000
## 32089   FAANG Engineer.Scientist                  150000
## 32093   Tier2              Other                  197000
## 32095   Tier2          BUSI.MGMT                  155000
## 32096   Other Engineer.Scientist                  185000
## 32103   Other          BUSI.MGMT                  200000
## 32108   Tier2 Engineer.Scientist                  185000
## 32110   Other              Other                  115000
## 32116   Tier2              Other                  252000
## 32117   FAANG Engineer.Scientist                  170000
## 32120   Other Engineer.Scientist                   50000
## 32122   Other Engineer.Scientist                  319000
## 32123   Other Engineer.Scientist                  137000
## 32124   FAANG Engineer.Scientist                  588000
## 32126   Other Engineer.Scientist                   96000
## 32129   FAANG Engineer.Scientist                  205000
## 32136   FAANG Engineer.Scientist                  150000
## 32137   Other          BUSI.MGMT                   90000
## 32143   FAANG Engineer.Scientist                  368000
## 32144   Tier2          BUSI.MGMT                  111000
## 32145   Tier2 Engineer.Scientist                   18000
## 32146   Tier2 Engineer.Scientist                   73000
## 32147   Tier2          BUSI.MGMT                  234000
## 32149   Other          BUSI.MGMT                  250000
## 32152   Other Engineer.Scientist                   77000
## 32153   Other Engineer.Scientist                  132000
## 32155   Other Engineer.Scientist                  104000
## 32157   FAANG Engineer.Scientist                  130000
## 32158   Other Engineer.Scientist                   70000
## 32159   Other          BUSI.MGMT                  280000
## 32160   Other              Other                  122000
## 32162   FAANG Engineer.Scientist                  188000
## 32163   Tier2          BUSI.MGMT                  216000
## 32165   Other          BUSI.MGMT                  152000
## 32168   Tier2              Other                  149000
## 32169   Tier2          BUSI.MGMT                  145000
## 32173   Other          BUSI.MGMT                  221000
## 32174   FAANG Engineer.Scientist                  190000
## 32175   FAANG Engineer.Scientist                  150000
## 32176   Tier2 Engineer.Scientist                  102000
## 32180   FAANG Engineer.Scientist                  278000
## 32182   FAANG Engineer.Scientist                  275000
## 32186   Tier2          BUSI.MGMT                  253000
## 32188   Tier2 Engineer.Scientist                  116000
## 32192   Other Engineer.Scientist                   86000
## 32193   Tier2 Engineer.Scientist                  328000
## 32202   FAANG Engineer.Scientist                  249000
## 32203   Other Engineer.Scientist                  247000
## 32204   Other Engineer.Scientist                  119000
## 32205   Other          BUSI.MGMT                  225000
## 32208   FAANG Engineer.Scientist                  137000
## 32211   Other Engineer.Scientist                   83000
## 32212   Tier2 Engineer.Scientist                  248000
## 32216   FAANG Engineer.Scientist                  310000
## 32217   Other Engineer.Scientist                  306000
## 32218   Other Engineer.Scientist                  187000
## 32224   Tier2 Engineer.Scientist                  368000
## 32226   Other          BUSI.MGMT                  117000
## 32227   Other          BUSI.MGMT                  120000
## 32231   Other          BUSI.MGMT                   89000
## 32232   FAANG          BUSI.MGMT                  160000
## 32234   Other Engineer.Scientist                   32000
## 32242   FAANG Engineer.Scientist                  160000
## 32245   Tier2 Engineer.Scientist                  160000
## 32247   Tier2 Engineer.Scientist                  370000
## 32250   Tier2 Engineer.Scientist                  132000
## 32254   Tier2 Engineer.Scientist                  120000
## 32256   Other Engineer.Scientist                  132000
## 32257   FAANG Engineer.Scientist                  236000
## 32260   Tier2 Engineer.Scientist                   41000
## 32261   FAANG              Other                  134000
## 32262   Other Engineer.Scientist                  330000
## 32263   Tier2          BUSI.MGMT                   77000
## 32264   FAANG Engineer.Scientist                  161000
## 32265   Other Engineer.Scientist                   90000
## 32268   FAANG Engineer.Scientist                  354000
## 32270   Other          BUSI.MGMT                   44000
## 32271   Other Engineer.Scientist                   80000
## 32272   Other              Other                  105000
## 32274   Tier2 Engineer.Scientist                  165000
## 32281   Other          BUSI.MGMT                  154000
## 32289   Other Engineer.Scientist                  157000
## 32290   Tier2 Engineer.Scientist                  173000
## 32291   Other Engineer.Scientist                  200000
## 32292   FAANG Engineer.Scientist                  320000
## 32293   Tier2 Engineer.Scientist                  160000
## 32297   Other Engineer.Scientist                  218000
## 32299   FAANG Engineer.Scientist                  153000
## 32300   Tier2 Engineer.Scientist                   60000
## 32301   Other Engineer.Scientist                  266000
## 32303   Other Engineer.Scientist                  147000
## 32304   Other Engineer.Scientist                  270000
## 32309   Other Engineer.Scientist                  138000
## 32310   Tier2 Engineer.Scientist                  110000
## 32312   Other          BUSI.MGMT                  203000
## 32316   FAANG Engineer.Scientist                  190000
## 32321   FAANG Engineer.Scientist                  135000
## 32324   FAANG Engineer.Scientist                  280000
## 32325   Other Engineer.Scientist                  110000
## 32331   Other Engineer.Scientist                  233000
## 32333   Tier2 Engineer.Scientist                  128000
## 32334   Other Engineer.Scientist                   94000
## 32335   FAANG Engineer.Scientist                  158000
## 32337   Tier2 Engineer.Scientist                  147000
## 32339   Other Engineer.Scientist                  140000
## 32341   Tier2 Engineer.Scientist                  170000
## 32344   Tier2 Engineer.Scientist                  167000
## 32346   Other Engineer.Scientist                  201000
## 32347   Tier2 Engineer.Scientist                   88000
## 32349   Tier2              Other                  132000
## 32350   FAANG              Other                  190000
## 32352   Tier2 Engineer.Scientist                  206000
## 32355   Tier2 Engineer.Scientist                   59000
## 32358   FAANG Engineer.Scientist                  283000
## 32359   Tier2 Engineer.Scientist                  470000
## 32361   FAANG Engineer.Scientist                  263000
## 32364   Other Engineer.Scientist                   16000
## 32366   FAANG Engineer.Scientist                  252000
## 32372   Other Engineer.Scientist                  152000
## 32374   FAANG Engineer.Scientist                  150000
## 32388   FAANG              Other                  374000
## 32389   Other Engineer.Scientist                   53000
## 32391   Tier2 Engineer.Scientist                  263000
## 32392   FAANG Engineer.Scientist                  151000
## 32395   Other Engineer.Scientist                  175000
## 32400   Tier2 Engineer.Scientist                  279000
## 32401   Other Engineer.Scientist                   90000
## 32403   FAANG          BUSI.MGMT                  462000
## 32413   FAANG Engineer.Scientist                  258000
## 32419   Other Engineer.Scientist                  170000
## 32421   FAANG Engineer.Scientist                  359000
## 32422   Tier2          BUSI.MGMT                  228000
## 32430   FAANG Engineer.Scientist                  340000
## 32432   FAANG Engineer.Scientist                  175000
## 32435   Other Engineer.Scientist                  200000
## 32436   FAANG Engineer.Scientist                   97000
## 32437   Other          BUSI.MGMT                  250000
## 32438   Other Engineer.Scientist                  195000
## 32439   Tier2              Other                  280000
## 32441   Tier2 Engineer.Scientist                  113000
## 32442   Tier2          BUSI.MGMT                  295000
## 32448   FAANG          BUSI.MGMT                  320000
## 32453   Other Engineer.Scientist                  150000
## 32455   Tier2 Engineer.Scientist                  210000
## 32458   Other Engineer.Scientist                  129000
## 32459   Other Engineer.Scientist                  220000
## 32461   Other Engineer.Scientist                  270000
## 32462   Tier2 Engineer.Scientist                   90000
## 32463   Other Engineer.Scientist                  100000
## 32466   Tier2          BUSI.MGMT                   93000
## 32468   FAANG Engineer.Scientist                  150000
## 32472   Tier2          BUSI.MGMT                  228000
## 32474   FAANG Engineer.Scientist                  385000
## 32481   FAANG Engineer.Scientist                 1150000
## 32483   Other Engineer.Scientist                   59000
## 32484   Other Engineer.Scientist                   59000
## 32485   Other          BUSI.MGMT                  116000
## 32487   FAANG          BUSI.MGMT                  120000
## 32488   Tier2 Engineer.Scientist                   16000
## 32489   Tier2          BUSI.MGMT                   39000
## 32490   Tier2          BUSI.MGMT                   75000
## 32492   FAANG              Other                  112000
## 32493   FAANG Engineer.Scientist                  216000
## 32496   Tier2 Engineer.Scientist                  300000
## 32499   Tier2 Engineer.Scientist                  216000
## 32500   Other              Other                   65000
## 32501   Other Engineer.Scientist                   50000
## 32504   Other Engineer.Scientist                   45000
## 32508   Other Engineer.Scientist                  150000
## 32518   Other              Other                  116000
## 32523   Other          BUSI.MGMT                  334000
## 32527   Tier2 Engineer.Scientist                  127000
## 32528   FAANG Engineer.Scientist                  192000
## 32530   Other          BUSI.MGMT                  142000
## 32533   Tier2 Engineer.Scientist                  205000
## 32534   Tier2          BUSI.MGMT                  228000
## 32539   Other          BUSI.MGMT                  228000
## 32546   FAANG          BUSI.MGMT                  370000
## 32547   FAANG Engineer.Scientist                  206000
## 32548   FAANG          BUSI.MGMT                  262000
## 32549   Other Engineer.Scientist                  139000
## 32554   Other          BUSI.MGMT                  200000
## 32562   Tier2          BUSI.MGMT                  400000
## 32564   Tier2 Engineer.Scientist                  618000
## 32567   Tier2          BUSI.MGMT                  140000
## 32568   Tier2 Engineer.Scientist                  130000
## 32570   FAANG              Other                  240000
## 32571   Tier2          BUSI.MGMT                  172000
## 32572   Tier2              Other                  102000
## 32574   Tier2 Engineer.Scientist                  150000
## 32575   Tier2 Engineer.Scientist                  108000
## 32579   Tier2 Engineer.Scientist                  178000
## 32580   Other Engineer.Scientist                  155000
## 32583   Tier2          BUSI.MGMT                   90000
## 32587   Other          BUSI.MGMT                  242000
## 32590   FAANG Engineer.Scientist                  205000
## 32591   Other Engineer.Scientist                  200000
## 32592   Tier2 Engineer.Scientist                   98000
## 32593   FAANG Engineer.Scientist                  235000
## 32597   Other Engineer.Scientist                  112000
## 32598   Other          BUSI.MGMT                   66000
## 32599   Other Engineer.Scientist                  425000
## 32605   FAANG Engineer.Scientist                  275000
## 32609   Other Engineer.Scientist                  395000
## 32613   Tier2 Engineer.Scientist                  370000
## 32614   FAANG              Other                  260000
## 32615   FAANG Engineer.Scientist                  144000
## 32616   Other              Other                  140000
## 32618   FAANG Engineer.Scientist                   67000
## 32623   FAANG Engineer.Scientist                  500000
## 32624   Other Engineer.Scientist                  190000
## 32628   FAANG              Other                  240000
## 32629   Tier2 Engineer.Scientist                  190000
## 32630   Tier2 Engineer.Scientist                  140000
## 32631   Other Engineer.Scientist                  480000
## 32632   Other Engineer.Scientist                  179000
## 32633   Other Engineer.Scientist                  430000
## 32635   Other Engineer.Scientist                  125000
## 32637   FAANG              Other                  157000
## 32640   Other Engineer.Scientist                   80000
## 32645   Tier2 Engineer.Scientist                  107000
## 32646   FAANG          BUSI.MGMT                  146000
## 32652   Tier2 Engineer.Scientist                  590000
## 32654   FAANG Engineer.Scientist                  109000
## 32656   Other Engineer.Scientist                  135000
## 32657   Other Engineer.Scientist                  175000
## 32660   Tier2 Engineer.Scientist                  140000
## 32661   FAANG          BUSI.MGMT                  144000
## 32667   FAANG              Other                  290000
## 32671   Other Engineer.Scientist                  170000
## 32672   FAANG Engineer.Scientist                  580000
## 32676   Tier2 Engineer.Scientist                  220000
## 32679   Other Engineer.Scientist                  421000
## 32682   Other Engineer.Scientist                  132000
## 32683   FAANG              Other                  226000
## 32686   FAANG Engineer.Scientist                  446000
## 32690   Tier2              Other                   82000
## 32692   FAANG              Other                  130000
## 32697   Other Engineer.Scientist                   85000
## 32698   Other          BUSI.MGMT                  138000
## 32699   Tier2 Engineer.Scientist                  125000
## 32700   FAANG Engineer.Scientist                  220000
## 32701   Tier2 Engineer.Scientist                  300000
## 32703   FAANG Engineer.Scientist                  230000
## 32704   Other Engineer.Scientist                  112000
## 32712   FAANG Engineer.Scientist                  155000
## 32716   FAANG Engineer.Scientist                  275000
## 32717   FAANG              Other                  230000
## 32718   Tier2          BUSI.MGMT                  290000
## 32719   Tier2 Engineer.Scientist                  118000
## 32720   FAANG              Other                  250000
## 32724   Other Engineer.Scientist                  189000
## 32726   Tier2              Other                  255000
## 32729   Tier2          BUSI.MGMT                  194000
## 32730   Other Engineer.Scientist                  115000
## 32731   FAANG Engineer.Scientist                  150000
## 32732   FAANG Engineer.Scientist                  405000
## 32733   FAANG Engineer.Scientist                  348000
## 32736   Tier2          BUSI.MGMT                  100000
## 32740   Other Engineer.Scientist                  150000
## 32741   Tier2          BUSI.MGMT                   82000
## 32749   Tier2          BUSI.MGMT                  221000
## 32753   Other Engineer.Scientist                   56000
## 32755   Tier2 Engineer.Scientist                  215000
## 32756   FAANG Engineer.Scientist                  310000
## 32759   FAANG          BUSI.MGMT                  241000
## 32760   FAANG Engineer.Scientist                  220000
## 32761   Other Engineer.Scientist                  272000
## 32762   Other Engineer.Scientist                  161000
## 32763   Other          BUSI.MGMT                  110000
## 32764   FAANG              Other                  349000
## 32765   FAANG              Other                  339000
## 32766   Tier2 Engineer.Scientist                  187000
## 32771   Other Engineer.Scientist                  221000
## 32773   FAANG Engineer.Scientist                  410000
## 32775   Other          BUSI.MGMT                  171000
## 32779   FAANG Engineer.Scientist                  308000
## 32782   FAANG Engineer.Scientist                  234000
## 32785   FAANG Engineer.Scientist                  232000
## 32786   Other Engineer.Scientist                  150000
## 32790   Other Engineer.Scientist                  390000
## 32794   FAANG Engineer.Scientist                  200000
## 32795   Tier2          BUSI.MGMT                   90000
## 32796   Other              Other                  110000
## 32802   Other Engineer.Scientist                  229000
## 32808   Tier2 Engineer.Scientist                   50000
## 32809   FAANG Engineer.Scientist                  218000
## 32810   Tier2 Engineer.Scientist                   12000
## 32811   Other Engineer.Scientist                   81000
## 32818   FAANG Engineer.Scientist                  166000
## 32819   Tier2          BUSI.MGMT                  152000
## 32822   Other          BUSI.MGMT                  330000
## 32826   Tier2 Engineer.Scientist                  165000
## 32827   Tier2          BUSI.MGMT                  200000
## 32829   FAANG Engineer.Scientist                  219000
## 32832   Other Engineer.Scientist                  169000
## 32833   FAANG Engineer.Scientist                  190000
## 32834   Other Engineer.Scientist                  106000
## 32840   Tier2 Engineer.Scientist                   94000
## 32841   Other Engineer.Scientist                  150000
## 32847   Other Engineer.Scientist                  168000
## 32850   FAANG          BUSI.MGMT                  121000
## 32860   Tier2 Engineer.Scientist                  290000
## 32863   Tier2          BUSI.MGMT                  178000
## 32866   Tier2          BUSI.MGMT                  120000
## 32867   Other Engineer.Scientist                  169000
## 32875   Other Engineer.Scientist                  430000
## 32879   Other Engineer.Scientist                  150000
## 32882   Other Engineer.Scientist                  145000
## 32883   Tier2 Engineer.Scientist                   83000
## 32884   FAANG          BUSI.MGMT                  160000
## 32886   Tier2 Engineer.Scientist                  184000
## 32888   Other Engineer.Scientist                  140000
## 32891   Other Engineer.Scientist                  272000
## 32893   FAANG Engineer.Scientist                  176000
## 32894   Tier2 Engineer.Scientist                  120000
## 32907   FAANG          BUSI.MGMT                  156000
## 32914   Tier2 Engineer.Scientist                   87000
## 32916   Tier2 Engineer.Scientist                  137000
## 32919   Tier2 Engineer.Scientist                  170000
## 32920   Tier2 Engineer.Scientist                  127000
## 32922   Other Engineer.Scientist                  150000
## 32923   FAANG Engineer.Scientist                  106000
## 32927   Tier2 Engineer.Scientist                  125000
## 32929   FAANG Engineer.Scientist                  266000
## 32930   Tier2 Engineer.Scientist                  193000
## 32935   Tier2 Engineer.Scientist                  160000
## 32938   Other              Other                  156000
## 32939   Tier2 Engineer.Scientist                  181000
## 32942   Other Engineer.Scientist                   78000
## 32944   Other Engineer.Scientist                  396000
## 32945   Tier2 Engineer.Scientist                   19000
## 32947   Other Engineer.Scientist                  130000
## 32948   Tier2 Engineer.Scientist                  180000
## 32950   Tier2 Engineer.Scientist                  205000
## 32954   FAANG          BUSI.MGMT                  177000
## 32955   Other          BUSI.MGMT                  240000
## 32956   Tier2          BUSI.MGMT                  238000
## 32957   Tier2 Engineer.Scientist                  109000
## 32958   FAANG Engineer.Scientist                  380000
## 32960   Tier2 Engineer.Scientist                  334000
## 32965   Other          BUSI.MGMT                  115000
## 32967   FAANG          BUSI.MGMT                  820000
## 32968   Tier2 Engineer.Scientist                  100000
## 32971   Tier2 Engineer.Scientist                  294000
## 32973   Tier2 Engineer.Scientist                  255000
## 32974   Other Engineer.Scientist                   72000
## 32977   FAANG          BUSI.MGMT                  203000
## 32982   Other Engineer.Scientist                  144000
## 32986   Tier2 Engineer.Scientist                  142000
## 32987   Other Engineer.Scientist                   70000
## 32991   Tier2 Engineer.Scientist                   93000
## 32996   Tier2          BUSI.MGMT                  161000
## 32997   FAANG              Other                  140000
## 32999   Tier2 Engineer.Scientist                   47000
## 33003   Other Engineer.Scientist                   90000
## 33004   Tier2 Engineer.Scientist                  156000
## 33007   Other          BUSI.MGMT                  165000
## 33008   Other Engineer.Scientist                   62000
## 33009   Other Engineer.Scientist                   40000
## 33020   Tier2              Other                  230000
## 33022   FAANG Engineer.Scientist                  182000
## 33023   Other          BUSI.MGMT                  204000
## 33025   Tier2 Engineer.Scientist                   50000
## 33026   Tier2          BUSI.MGMT                  150000
## 33027   FAANG          BUSI.MGMT                  188000
## 33029   Other Engineer.Scientist                  400000
## 33032   Other Engineer.Scientist                   30000
## 33034   FAANG Engineer.Scientist                  420000
## 33036   FAANG Engineer.Scientist                  215000
## 33038   FAANG          BUSI.MGMT                  175000
## 33040   Tier2          BUSI.MGMT                  230000
## 33044   Tier2              Other                   82000
## 33046   Other          BUSI.MGMT                  229000
## 33047   Other          BUSI.MGMT                  252000
## 33048   Tier2              Other                  210000
## 33053   Other          BUSI.MGMT                  140000
## 33054   FAANG Engineer.Scientist                  220000
## 33057   Other Engineer.Scientist                  165000
## 33058   FAANG              Other                   69000
## 33060   FAANG Engineer.Scientist                  210000
## 33062   Other Engineer.Scientist                  334000
## 33064   Other Engineer.Scientist                  280000
## 33065   Tier2 Engineer.Scientist                  235000
## 33066   Tier2          BUSI.MGMT                  198000
## 33067   FAANG              Other                  181000
## 33069   Other Engineer.Scientist                   18000
## 33070   Tier2              Other                  174000
## 33078   Other Engineer.Scientist                  170000
## 33080   FAANG Engineer.Scientist                  270000
## 33081   Other Engineer.Scientist                   85000
## 33085   Tier2          BUSI.MGMT                  170000
## 33087   Other              Other                  217000
## 33089   Other          BUSI.MGMT                  180000
## 33092   FAANG              Other                   61000
## 33093   Other Engineer.Scientist                   58000
## 33095   FAANG Engineer.Scientist                  260000
## 33096   Other Engineer.Scientist                  209000
## 33100   Other Engineer.Scientist                  159000
## 33102   Other          BUSI.MGMT                   14000
## 33107   FAANG Engineer.Scientist                  148000
## 33110   Other Engineer.Scientist                  102000
## 33113   Tier2 Engineer.Scientist                   97000
## 33115   FAANG Engineer.Scientist                  200000
## 33117   Tier2 Engineer.Scientist                   95000
## 33118   Tier2 Engineer.Scientist                  210000
## 33119   Tier2 Engineer.Scientist                  181000
## 33121   Other Engineer.Scientist                   91000
## 33125   FAANG          BUSI.MGMT                  250000
## 33127   Other          BUSI.MGMT                  170000
## 33128   Tier2              Other                  131000
## 33134   Other          BUSI.MGMT                  270000
## 33136   FAANG          BUSI.MGMT                  107000
## 33138   Other Engineer.Scientist                  100000
## 33139   Tier2 Engineer.Scientist                  135000
## 33140   FAANG Engineer.Scientist                  677000
## 33146   Other Engineer.Scientist                   26000
## 33147   FAANG Engineer.Scientist                  405000
## 33148   Tier2 Engineer.Scientist                  139000
## 33149   Other Engineer.Scientist                  112000
## 33152   FAANG Engineer.Scientist                  235000
## 33153   FAANG Engineer.Scientist                  306000
## 33154   Other          BUSI.MGMT                   25000
## 33157   Tier2 Engineer.Scientist                  150000
## 33158   FAANG Engineer.Scientist                  400000
## 33159   Other Engineer.Scientist                  115000
## 33164   FAANG          BUSI.MGMT                  205000
## 33166   Tier2          BUSI.MGMT                  141000
## 33176   FAANG Engineer.Scientist                  234000
## 33178   Tier2 Engineer.Scientist                   97000
## 33179   FAANG Engineer.Scientist                  102000
## 33180   Tier2              Other                  188000
## 33181   Tier2 Engineer.Scientist                   82000
## 33183   Tier2          BUSI.MGMT                   78000
## 33185   Other          BUSI.MGMT                   24000
## 33190   FAANG          BUSI.MGMT                  300000
## 33199   Tier2 Engineer.Scientist                  160000
## 33200   Tier2 Engineer.Scientist                  274000
## 33201   Other Engineer.Scientist                   97000
## 33202   Tier2 Engineer.Scientist                  248000
## 33203   Other Engineer.Scientist                  123000
## 33204   Other          BUSI.MGMT                  200000
## 33206   Tier2          BUSI.MGMT                  183000
## 33208   Tier2          BUSI.MGMT                  170000
## 33209   Other Engineer.Scientist                  115000
## 33210   FAANG              Other                  226000
## 33211   Other Engineer.Scientist                   58000
## 33213   Tier2          BUSI.MGMT                  108000
## 33214   FAANG Engineer.Scientist                  174000
## 33215   Tier2 Engineer.Scientist                  140000
## 33216   FAANG Engineer.Scientist                  350000
## 33217   FAANG Engineer.Scientist                  256000
## 33218   FAANG          BUSI.MGMT                  150000
## 33221   Other Engineer.Scientist                  169000
## 33223   FAANG Engineer.Scientist                  170000
## 33224   FAANG Engineer.Scientist                  198000
## 33226   Tier2              Other                  145000
## 33227   Tier2 Engineer.Scientist                  115000
## 33228   Other Engineer.Scientist                  120000
## 33229   FAANG              Other                  290000
## 33230   FAANG Engineer.Scientist                  270000
## 33231   FAANG              Other                  229000
## 33235   Other Engineer.Scientist                  180000
## 33236   Other Engineer.Scientist                  110000
## 33239   Tier2          BUSI.MGMT                  176000
## 33240   Tier2              Other                  225000
## 33242   Tier2 Engineer.Scientist                  120000
## 33246   Other Engineer.Scientist                  205000
## 33247   Other Engineer.Scientist                  106000
## 33253   FAANG Engineer.Scientist                  220000
## 33255   Other              Other                  155000
## 33256   FAANG              Other                  250000
## 33257   FAANG          BUSI.MGMT                  235000
## 33258   Tier2              Other                  500000
## 33259   Tier2 Engineer.Scientist                  182000
## 33261   FAANG Engineer.Scientist                  175000
## 33262   Other          BUSI.MGMT                  135000
## 33265   FAANG Engineer.Scientist                  200000
## 33270   Other Engineer.Scientist                   89000
## 33273   FAANG Engineer.Scientist                  136000
## 33275   Other Engineer.Scientist                  163000
## 33276   FAANG Engineer.Scientist                  185000
## 33283   Other Engineer.Scientist                   98000
## 33284   FAANG              Other                  117000
## 33286   Other          BUSI.MGMT                  145000
## 33287   Other Engineer.Scientist                  173000
## 33291   Tier2 Engineer.Scientist                  152000
## 33294   Other Engineer.Scientist                  382000
## 33295   FAANG Engineer.Scientist                  231000
## 33297   FAANG          BUSI.MGMT                  308000
## 33299   FAANG Engineer.Scientist                  163000
## 33305   FAANG Engineer.Scientist                  148000
## 33307   FAANG Engineer.Scientist                  320000
## 33308   Other Engineer.Scientist                  340000
## 33309   FAANG Engineer.Scientist                  149000
## 33310   FAANG Engineer.Scientist                  389000
## 33311   Tier2          BUSI.MGMT                  405000
## 33313   Other Engineer.Scientist                  200000
## 33314   Tier2 Engineer.Scientist                  619000
## 33315   FAANG              Other                  351000
## 33316   FAANG Engineer.Scientist                  220000
## 33318   Tier2 Engineer.Scientist                  170000
## 33320   FAANG Engineer.Scientist                  156000
## 33323   FAANG Engineer.Scientist                  282000
## 33325   FAANG Engineer.Scientist                  153000
## 33326   Other Engineer.Scientist                  135000
## 33330   Other Engineer.Scientist                  450000
## 33331   Tier2          BUSI.MGMT                  120000
## 33338   FAANG Engineer.Scientist                  340000
## 33341   FAANG Engineer.Scientist                  210000
## 33343   FAANG Engineer.Scientist                  251000
## 33347   FAANG Engineer.Scientist                  195000
## 33351   Tier2 Engineer.Scientist                  199000
## 33353   Other Engineer.Scientist                   20000
## 33358   FAANG Engineer.Scientist                  235000
## 33359   Tier2 Engineer.Scientist                  110000
## 33361   Other          BUSI.MGMT                  216000
## 33362   Tier2 Engineer.Scientist                   90000
## 33364   Other Engineer.Scientist                  193000
## 33366   Other Engineer.Scientist                  205000
## 33367   FAANG              Other                  450000
## 33368   Tier2 Engineer.Scientist                   82000
## 33378   FAANG Engineer.Scientist                  330000
## 33383   FAANG              Other                  340000
## 33384   Tier2 Engineer.Scientist                  131000
## 33385   Tier2 Engineer.Scientist                   51000
## 33386   Other Engineer.Scientist                   60000
## 33387   Tier2          BUSI.MGMT                  169000
## 33388   Other              Other                   85000
## 33391   Tier2              Other                  350000
## 33392   Other Engineer.Scientist                   72000
## 33395   Other              Other                  150000
## 33397   Other Engineer.Scientist                  155000
## 33399   FAANG Engineer.Scientist                  260000
## 33400   Tier2 Engineer.Scientist                  173000
## 33403   FAANG Engineer.Scientist                  170000
## 33404   Other Engineer.Scientist                  172000
## 33406   Other Engineer.Scientist                  460000
## 33407   Other Engineer.Scientist                   97000
## 33408   Other Engineer.Scientist                  240000
## 33413   Other Engineer.Scientist                   93000
## 33414   Tier2 Engineer.Scientist                  132000
## 33417   Other Engineer.Scientist                   77000
## 33418   Other Engineer.Scientist                  264000
## 33419   Tier2 Engineer.Scientist                   85000
## 33420   Other Engineer.Scientist                  249000
## 33422   FAANG Engineer.Scientist                  155000
## 33425   Other Engineer.Scientist                   89000
## 33429   Other Engineer.Scientist                  170000
## 33434   Tier2 Engineer.Scientist                  650000
## 33435   Tier2 Engineer.Scientist                  390000
## 33438   Tier2 Engineer.Scientist                   88000
## 33442   Other Engineer.Scientist                  152000
## 33445   Other Engineer.Scientist                  118000
## 33446   Other Engineer.Scientist                  160000
## 33447   Other Engineer.Scientist                   85000
## 33450   Other Engineer.Scientist                  372000
## 33451   Tier2 Engineer.Scientist                  126000
## 33452   FAANG Engineer.Scientist                  166000
## 33453   Other              Other                  137000
## 33454   FAANG Engineer.Scientist                  145000
## 33455   Tier2 Engineer.Scientist                  183000
## 33459   Tier2 Engineer.Scientist                   25000
## 33465   FAANG Engineer.Scientist                  256000
## 33466   Tier2          BUSI.MGMT                  145000
## 33467   Other Engineer.Scientist                  130000
## 33468   Tier2 Engineer.Scientist                  229000
## 33472   Other Engineer.Scientist                  250000
## 33474   FAANG Engineer.Scientist                  340000
## 33477   Tier2 Engineer.Scientist                  172000
## 33479   Tier2 Engineer.Scientist                  180000
## 33482   FAANG Engineer.Scientist                  176000
## 33483   Tier2 Engineer.Scientist                  116000
## 33484   Tier2 Engineer.Scientist                  256000
## 33488   Other Engineer.Scientist                  135000
## 33492   FAANG Engineer.Scientist                  261000
## 33495   Tier2 Engineer.Scientist                  186000
## 33502   Tier2 Engineer.Scientist                  150000
## 33504   FAANG Engineer.Scientist                  156000
## 33506   Tier2 Engineer.Scientist                   78000
## 33508   FAANG Engineer.Scientist                  173000
## 33511   Other Engineer.Scientist                   80000
## 33516   Tier2          BUSI.MGMT                  114000
## 33517   FAANG Engineer.Scientist                  209000
## 33519   Other Engineer.Scientist                  170000
## 33521   FAANG              Other                  120000
## 33523   FAANG Engineer.Scientist                  144000
## 33524   Tier2 Engineer.Scientist                  885000
## 33528   FAANG Engineer.Scientist                  189000
## 33530   FAANG Engineer.Scientist                  500000
## 33531   Tier2              Other                   83000
## 33532   Tier2 Engineer.Scientist                  201000
## 33533   Other          BUSI.MGMT                   59000
## 33537   Other Engineer.Scientist                  120000
## 33538   Other          BUSI.MGMT                   66000
## 33539   FAANG Engineer.Scientist                  202000
## 33541   Tier2 Engineer.Scientist                  229000
## 33543   Other Engineer.Scientist                  280000
## 33545   Tier2              Other                  150000
## 33547   FAANG Engineer.Scientist                  163000
## 33548   FAANG          BUSI.MGMT                  217000
## 33550   Tier2              Other                  115000
## 33551   FAANG Engineer.Scientist                  330000
## 33557   Tier2          BUSI.MGMT                  126000
## 33559   FAANG          BUSI.MGMT                  236000
## 33562   Other              Other                  155000
## 33566   Tier2 Engineer.Scientist                  210000
## 33569   Tier2 Engineer.Scientist                   70000
## 33574   FAANG Engineer.Scientist                  160000
## 33577   Other          BUSI.MGMT                   90000
## 33580   Tier2 Engineer.Scientist                  154000
## 33581   Tier2          BUSI.MGMT                  169000
## 33582   FAANG              Other                  200000
## 33586   Tier2 Engineer.Scientist                  325000
## 33587   Tier2 Engineer.Scientist                  100000
## 33594   Other Engineer.Scientist                  183000
## 33595   Tier2 Engineer.Scientist                  104000
## 33596   FAANG Engineer.Scientist                   78000
## 33600   Tier2 Engineer.Scientist                  221000
## 33603   Tier2 Engineer.Scientist                  210000
## 33604   FAANG Engineer.Scientist                  320000
## 33605   FAANG Engineer.Scientist                  220000
## 33606   Other Engineer.Scientist                  175000
## 33607   Tier2 Engineer.Scientist                   78000
## 33609   Tier2          BUSI.MGMT                  230000
## 33611   Other Engineer.Scientist                   32000
## 33613   Tier2 Engineer.Scientist                  171000
## 33614   Other Engineer.Scientist                   97000
## 33617   Tier2 Engineer.Scientist                  190000
## 33618   Other Engineer.Scientist                  245000
## 33619   FAANG              Other                  122000
## 33622   Tier2 Engineer.Scientist                  110000
## 33624   Other Engineer.Scientist                  140000
## 33626   Tier2 Engineer.Scientist                  401000
## 33633   Other Engineer.Scientist                   43000
## 33635   Tier2 Engineer.Scientist                  165000
## 33636   Other Engineer.Scientist                  226000
## 33637   FAANG Engineer.Scientist                  124000
## 33638   Other Engineer.Scientist                  300000
## 33639   Other          BUSI.MGMT                  222000
## 33640   FAANG Engineer.Scientist                  152000
## 33641   Tier2 Engineer.Scientist                  155000
## 33642   Tier2 Engineer.Scientist                  540000
## 33644   Other              Other                  150000
## 33645   Tier2 Engineer.Scientist                  167000
## 33647   Other Engineer.Scientist                  195000
## 33649   Other Engineer.Scientist                  160000
## 33651   Other Engineer.Scientist                  133000
## 33655   Other Engineer.Scientist                  210000
## 33656   Other Engineer.Scientist                   94000
## 33658   FAANG Engineer.Scientist                  191000
## 33660   Tier2 Engineer.Scientist                  144000
## 33665   Other Engineer.Scientist                  280000
## 33669   Tier2 Engineer.Scientist                   71000
## 33670   Other Engineer.Scientist                   64000
## 33673   FAANG Engineer.Scientist                   38000
## 33674   FAANG Engineer.Scientist                  310000
## 33679   Other          BUSI.MGMT                   95000
## 33683   FAANG Engineer.Scientist                  100000
## 33686   Other Engineer.Scientist                  115000
## 33687   Other          BUSI.MGMT                  173000
## 33689   Tier2 Engineer.Scientist                  320000
## 33690   Other Engineer.Scientist                  360000
## 33696   Tier2 Engineer.Scientist                  131000
## 33699   Tier2          BUSI.MGMT                   95000
## 33700   Tier2          BUSI.MGMT                  120000
## 33701   Tier2 Engineer.Scientist                   57000
## 33703   Other Engineer.Scientist                  255000
## 33704   Tier2 Engineer.Scientist                  220000
## 33708   FAANG Engineer.Scientist                  265000
## 33709   FAANG Engineer.Scientist                  215000
## 33716   Other Engineer.Scientist                  124000
## 33718   Other          BUSI.MGMT                  250000
## 33720   Tier2 Engineer.Scientist                  163000
## 33721   FAANG Engineer.Scientist                  194000
## 33723   FAANG Engineer.Scientist                  350000
## 33724   Other Engineer.Scientist                  231000
## 33725   Tier2 Engineer.Scientist                  270000
## 33726   Other Engineer.Scientist                  193000
## 33730   Other              Other                  165000
## 33731   FAANG          BUSI.MGMT                  236000
## 33735   FAANG Engineer.Scientist                  176000
## 33738   FAANG Engineer.Scientist                  240000
## 33740   Tier2 Engineer.Scientist                  180000
## 33743   Tier2          BUSI.MGMT                  320000
## 33744   Tier2 Engineer.Scientist                  185000
## 33745   Other Engineer.Scientist                  130000
## 33748   FAANG Engineer.Scientist                  300000
## 33751   Tier2 Engineer.Scientist                  218000
## 33753   Other Engineer.Scientist                   49000
## 33758   FAANG          BUSI.MGMT                  180000
## 33759   Tier2 Engineer.Scientist                  215000
## 33765   Tier2 Engineer.Scientist                  215000
## 33768   Tier2 Engineer.Scientist                  155000
## 33769   FAANG Engineer.Scientist                  291000
## 33778   FAANG          BUSI.MGMT                  250000
## 33779   FAANG Engineer.Scientist                  150000
## 33780   Other          BUSI.MGMT                  319000
## 33784   FAANG Engineer.Scientist                  500000
## 33785   FAANG          BUSI.MGMT                  460000
## 33787   Other Engineer.Scientist                  102000
## 33789   FAANG Engineer.Scientist                  335000
## 33790   Other Engineer.Scientist                  184000
## 33791   FAANG Engineer.Scientist                  302000
## 33795   Other          BUSI.MGMT                  180000
## 33798   Other Engineer.Scientist                  107000
## 33799   Other Engineer.Scientist                  103000
## 33800   Tier2 Engineer.Scientist                  200000
## 33803   Tier2          BUSI.MGMT                  188000
## 33804   Tier2 Engineer.Scientist                  270000
## 33806   FAANG Engineer.Scientist                  450000
## 33807   Other          BUSI.MGMT                  135000
## 33809   Tier2 Engineer.Scientist                  168000
## 33811   FAANG Engineer.Scientist                  200000
## 33815   FAANG Engineer.Scientist                  336000
## 33816   Other Engineer.Scientist                  177000
## 33821   Tier2          BUSI.MGMT                  175000
## 33823   Tier2 Engineer.Scientist                  115000
## 33824   FAANG Engineer.Scientist                  252000
## 33825   Tier2              Other                  315000
## 33827   FAANG Engineer.Scientist                  106000
## 33828   Tier2          BUSI.MGMT                  145000
## 33829   Tier2 Engineer.Scientist                  153000
## 33833   FAANG Engineer.Scientist                  210000
## 33834   FAANG Engineer.Scientist                  384000
## 33836   Other              Other                  463000
## 33839   Tier2              Other                  200000
## 33842   FAANG          BUSI.MGMT                  163000
## 33843   Other          BUSI.MGMT                   90000
## 33844   FAANG          BUSI.MGMT                  220000
## 33846   Other Engineer.Scientist                  210000
## 33848   FAANG Engineer.Scientist                  221000
## 33850   Other          BUSI.MGMT                  120000
## 33851   FAANG Engineer.Scientist                  170000
## 33852   Other Engineer.Scientist                  153000
## 33853   FAANG Engineer.Scientist                  226000
## 33854   Other Engineer.Scientist                   75000
## 33855   FAANG          BUSI.MGMT                  119000
## 33857   FAANG Engineer.Scientist                  580000
## 33861   Other Engineer.Scientist                  130000
## 33863   Tier2 Engineer.Scientist                  185000
## 33865   Other          BUSI.MGMT                  440000
## 33867   Tier2 Engineer.Scientist                   40000
## 33868   Other Engineer.Scientist                  102000
## 33869   Tier2          BUSI.MGMT                  194000
## 33873   Other Engineer.Scientist                  171000
## 33875   Other Engineer.Scientist                   69000
## 33877   FAANG Engineer.Scientist                  200000
## 33881   FAANG Engineer.Scientist                  425000
## 33888   Other Engineer.Scientist                   96000
## 33889   FAANG Engineer.Scientist                  500000
## 33891   FAANG Engineer.Scientist                  244000
## 33893   Tier2              Other                  129000
## 33895   Tier2 Engineer.Scientist                  121000
## 33896   Tier2 Engineer.Scientist                  170000
## 33901   Tier2          BUSI.MGMT                  279000
## 33903   FAANG              Other                  358000
## 33904   Other Engineer.Scientist                  152000
## 33905   Other Engineer.Scientist                  382000
## 33906   Other Engineer.Scientist                  205000
## 33907   Tier2          BUSI.MGMT                  115000
## 33910   Tier2          BUSI.MGMT                  150000
## 33911   FAANG              Other                  163000
## 33919   FAANG          BUSI.MGMT                  193000
## 33920   FAANG              Other                  280000
## 33921   Tier2 Engineer.Scientist                  107000
## 33922   Tier2 Engineer.Scientist                  340000
## 33926   FAANG Engineer.Scientist                  170000
## 33927   Other          BUSI.MGMT                  130000
## 33928   Other          BUSI.MGMT                   13000
## 33929   Other Engineer.Scientist                  116000
## 33930   Tier2 Engineer.Scientist                  189000
## 33931   Tier2 Engineer.Scientist                  177000
## 33932   Tier2          BUSI.MGMT                  189000
## 33934   Tier2 Engineer.Scientist                  168000
## 33936   Other          BUSI.MGMT                   96000
## 33938   FAANG Engineer.Scientist                  254000
## 33941   FAANG Engineer.Scientist                  180000
## 33942   Tier2 Engineer.Scientist                  145000
## 33943   Tier2 Engineer.Scientist                  165000
## 33944   Tier2 Engineer.Scientist                  258000
## 33947   FAANG          BUSI.MGMT                  295000
## 33951   Other Engineer.Scientist                   90000
## 33952   Tier2          BUSI.MGMT                  425000
## 33954   Tier2          BUSI.MGMT                  237000
## 33956   FAANG              Other                  480000
## 33957   Other              Other                  125000
## 33959   Tier2 Engineer.Scientist                  188000
## 33963   FAANG              Other                  328000
## 33966   Other Engineer.Scientist                  126000
## 33967   Other Engineer.Scientist                  156000
## 33968   FAANG Engineer.Scientist                  380000
## 33970   FAANG Engineer.Scientist                  366000
## 33971   FAANG Engineer.Scientist                  310000
## 33972   Other Engineer.Scientist                  580000
## 33973   Tier2          BUSI.MGMT                   10000
## 33976   FAANG Engineer.Scientist                  265000
## 33979   Other Engineer.Scientist                   90000
## 33982   Tier2          BUSI.MGMT                  165000
## 33983   Other Engineer.Scientist                  170000
## 33984   Other Engineer.Scientist                   93000
## 33987   Tier2          BUSI.MGMT                  153000
## 33988   Tier2 Engineer.Scientist                  205000
## 33992   Tier2 Engineer.Scientist                  159000
## 33996   Other          BUSI.MGMT                   84000
## 33999   Tier2 Engineer.Scientist                  130000
## 34005   FAANG Engineer.Scientist                  250000
## 34007   Tier2          BUSI.MGMT                  201000
## 34009   Other Engineer.Scientist                  151000
## 34010   FAANG Engineer.Scientist                  290000
## 34012   FAANG Engineer.Scientist                  452000
## 34017   Other Engineer.Scientist                  220000
## 34018   FAANG Engineer.Scientist                  143000
## 34023   Other Engineer.Scientist                  133000
## 34024   Tier2 Engineer.Scientist                  241000
## 34025   FAANG Engineer.Scientist                  333000
## 34027   FAANG Engineer.Scientist                  277000
## 34028   Other          BUSI.MGMT                   92000
## 34029   Tier2 Engineer.Scientist                  171000
## 34030   FAANG          BUSI.MGMT                  250000
## 34031   FAANG              Other                  370000
## 34032   Other Engineer.Scientist                  270000
## 34034   Other          BUSI.MGMT                  108000
## 34035   Other Engineer.Scientist                  307000
## 34037   FAANG Engineer.Scientist                  195000
## 34045   Other Engineer.Scientist                   28000
## 34046   FAANG Engineer.Scientist                  186000
## 34047   FAANG Engineer.Scientist                  173000
## 34048   Tier2 Engineer.Scientist                  151000
## 34053   Tier2 Engineer.Scientist                  151000
## 34057   FAANG Engineer.Scientist                  179000
## 34060   Tier2 Engineer.Scientist                  160000
## 34062   FAANG Engineer.Scientist                  350000
## 34063   Tier2 Engineer.Scientist                  300000
## 34064   Tier2 Engineer.Scientist                  101000
## 34065   FAANG Engineer.Scientist                  135000
## 34066   Tier2 Engineer.Scientist                  153000
## 34067   Other Engineer.Scientist                   70000
## 34069   Other Engineer.Scientist                  101000
## 34072   FAANG              Other                  212000
## 34073   Tier2              Other                  168000
## 34076   Other Engineer.Scientist                   85000
## 34077   Other Engineer.Scientist                  172000
## 34078   Other Engineer.Scientist                  450000
## 34081   Other Engineer.Scientist                   18000
## 34083   Tier2          BUSI.MGMT                  252000
## 34085   Other Engineer.Scientist                   45000
## 34086   Other Engineer.Scientist                  179000
## 34088   Other Engineer.Scientist                  185000
## 34089   FAANG Engineer.Scientist                  201000
## 34090   FAANG Engineer.Scientist                  420000
## 34091   Other Engineer.Scientist                  173000
## 34092   FAANG Engineer.Scientist                  174000
## 34093   FAANG Engineer.Scientist                  290000
## 34096   FAANG Engineer.Scientist                  473000
## 34097   Other          BUSI.MGMT                  155000
## 34099   FAANG              Other                  400000
## 34103   FAANG Engineer.Scientist                  420000
## 34104   Tier2 Engineer.Scientist                   20000
## 34105   Other Engineer.Scientist                  159000
## 34106   Tier2 Engineer.Scientist                  149000
## 34109   Tier2 Engineer.Scientist                  148000
## 34110   Other Engineer.Scientist                  142000
## 34111   FAANG              Other                  378000
## 34114   Tier2 Engineer.Scientist                  275000
## 34115   Tier2 Engineer.Scientist                  304000
## 34117   Other Engineer.Scientist                  120000
## 34119   Other          BUSI.MGMT                   80000
## 34120   FAANG Engineer.Scientist                  163000
## 34121   Tier2 Engineer.Scientist                  145000
## 34122   Tier2              Other                   95000
## 34129   Tier2              Other                  175000
## 34130   Other Engineer.Scientist                   93000
## 34131   Tier2          BUSI.MGMT                   50000
## 34132   FAANG          BUSI.MGMT                  219000
## 34138   Other Engineer.Scientist                   93000
## 34142   FAANG Engineer.Scientist                  206000
## 34144   Tier2 Engineer.Scientist                  180000
## 34145   Tier2          BUSI.MGMT                   78000
## 34147   Other Engineer.Scientist                  285000
## 34149   Other Engineer.Scientist                  240000
## 34151   Tier2 Engineer.Scientist                  765000
## 34153   FAANG Engineer.Scientist                  184000
## 34154   Other Engineer.Scientist                  151000
## 34155   FAANG Engineer.Scientist                  200000
## 34156   Tier2 Engineer.Scientist                  132000
## 34157   FAANG Engineer.Scientist                  170000
## 34158   Tier2 Engineer.Scientist                  301000
## 34161   Tier2 Engineer.Scientist                  108000
## 34162   Tier2 Engineer.Scientist                  240000
## 34164   FAANG Engineer.Scientist                  212000
## 34168   Other Engineer.Scientist                  205000
## 34169   Other Engineer.Scientist                  158000
## 34172   Tier2 Engineer.Scientist                  136000
## 34177   Other Engineer.Scientist                  199000
## 34179   Tier2 Engineer.Scientist                  169000
## 34184   Other          BUSI.MGMT                  143000
## 34187   Other          BUSI.MGMT                  205000
## 34192   Other Engineer.Scientist                  284000
## 34194   FAANG Engineer.Scientist                  280000
## 34195   Other          BUSI.MGMT                  175000
## 34198   FAANG Engineer.Scientist                  185000
## 34199   Other Engineer.Scientist                  400000
## 34203   FAANG Engineer.Scientist                  205000
## 34208   Tier2 Engineer.Scientist                  152000
## 34209   Other          BUSI.MGMT                  210000
## 34211   FAANG Engineer.Scientist                  255000
## 34213   FAANG Engineer.Scientist                  334000
## 34215   Tier2 Engineer.Scientist                  140000
## 34216   Tier2 Engineer.Scientist                  143000
## 34218   Tier2 Engineer.Scientist                  196000
## 34220   Tier2 Engineer.Scientist                  363000
## 34223   Tier2 Engineer.Scientist                  102000
## 34226   FAANG          BUSI.MGMT                  527000
## 34227   Tier2          BUSI.MGMT                  150000
## 34230   Other          BUSI.MGMT                  214000
## 34231   Other          BUSI.MGMT                  625000
## 34232   FAANG Engineer.Scientist                  380000
## 34234   FAANG Engineer.Scientist                  173000
## 34243   FAANG Engineer.Scientist                  500000
## 34245   FAANG          BUSI.MGMT                  345000
## 34249   Tier2 Engineer.Scientist                  120000
## 34250   Other          BUSI.MGMT                  167000
## 34251   FAANG Engineer.Scientist                  235000
## 34252   Other Engineer.Scientist                  525000
## 34253   Other Engineer.Scientist                   53000
## 34255   Other Engineer.Scientist                   80000
## 34261   Tier2 Engineer.Scientist                  164000
## 34262   FAANG Engineer.Scientist                  425000
## 34264   Tier2 Engineer.Scientist                  160000
## 34265   Tier2 Engineer.Scientist                  180000
## 34268   Other Engineer.Scientist                  165000
## 34274   FAANG Engineer.Scientist                  158000
## 34276   Tier2              Other                  230000
## 34277   FAANG Engineer.Scientist                  170000
## 34278   Tier2 Engineer.Scientist                  253000
## 34279   FAANG Engineer.Scientist                  156000
## 34282   Tier2 Engineer.Scientist                  205000
## 34284   Tier2 Engineer.Scientist                  181000
## 34286   Other Engineer.Scientist                  380000
## 34289   FAANG Engineer.Scientist                  160000
## 34290   Other Engineer.Scientist                  113000
## 34291   FAANG Engineer.Scientist                  235000
## 34298   Tier2              Other                  193000
## 34299   Other Engineer.Scientist                  330000
## 34300   Other Engineer.Scientist                  210000
## 34303   Tier2          BUSI.MGMT                   60000
## 34306   Tier2 Engineer.Scientist                  265000
## 34308   Other Engineer.Scientist                   25000
## 34313   Other Engineer.Scientist                  183000
## 34315   FAANG Engineer.Scientist                  290000
## 34316   FAANG Engineer.Scientist                  166000
## 34317   FAANG Engineer.Scientist                  160000
## 34321   Other Engineer.Scientist                   98000
## 34322   Other Engineer.Scientist                  126000
## 34326   Other Engineer.Scientist                  405000
## 34329   Other Engineer.Scientist                   64000
## 34334   Tier2              Other                  250000
## 34335   FAANG Engineer.Scientist                  182000
## 34339   Tier2 Engineer.Scientist                  237000
## 34345   Tier2          BUSI.MGMT                  476000
## 34346   Other Engineer.Scientist                  168000
## 34347   Tier2 Engineer.Scientist                  201000
## 34354   Tier2 Engineer.Scientist                  128000
## 34361   FAANG          BUSI.MGMT                  300000
## 34362   FAANG Engineer.Scientist                  339000
## 34366   Tier2          BUSI.MGMT                  155000
## 34370   Tier2          BUSI.MGMT                  120000
## 34371   FAANG          BUSI.MGMT                   83000
## 34374   Other Engineer.Scientist                  155000
## 34375   FAANG          BUSI.MGMT                  220000
## 34376   Other Engineer.Scientist                  155000
## 34378   Tier2 Engineer.Scientist                   30000
## 34379   Other Engineer.Scientist                  195000
## 34382   Other Engineer.Scientist                   38000
## 34387   Other Engineer.Scientist                  150000
## 34394   Other Engineer.Scientist                  129000
## 34395   Other Engineer.Scientist                  121000
## 34396   Other Engineer.Scientist                  150000
## 34399   Tier2 Engineer.Scientist                  160000
## 34403   Tier2 Engineer.Scientist                   64000
## 34409   Other Engineer.Scientist                  130000
## 34410   Tier2 Engineer.Scientist                  233000
## 34414   Tier2 Engineer.Scientist                  270000
## 34415   Other Engineer.Scientist                  191000
## 34421   Other Engineer.Scientist                  150000
## 34422   Tier2              Other                  277000
## 34430   Other          BUSI.MGMT                  225000
## 34432   FAANG Engineer.Scientist                  270000
## 34433   FAANG Engineer.Scientist                  292000
## 34436   FAANG Engineer.Scientist                  164000
## 34438   Tier2 Engineer.Scientist                  151000
## 34445   Tier2 Engineer.Scientist                  220000
## 34447   FAANG          BUSI.MGMT                  130000
## 34450   Other Engineer.Scientist                  135000
## 34451   FAANG Engineer.Scientist                  397000
## 34452   Tier2 Engineer.Scientist                  134000
## 34456   Other          BUSI.MGMT                   60000
## 34462   Tier2          BUSI.MGMT                  312000
## 34464   Other Engineer.Scientist                   84000
## 34465   Other Engineer.Scientist                   68000
## 34470   Other Engineer.Scientist                  122000
## 34473   FAANG Engineer.Scientist                  265000
## 34474   Other Engineer.Scientist                  288000
## 34476   Tier2          BUSI.MGMT                   82000
## 34479   Other Engineer.Scientist                  159000
## 34481   Other          BUSI.MGMT                   25000
## 34486   Tier2          BUSI.MGMT                   99000
## 34487   FAANG          BUSI.MGMT                  120000
## 34491   Other Engineer.Scientist                   78000
## 34494   Other Engineer.Scientist                  140000
## 34496   Other Engineer.Scientist                   83000
## 34498   Tier2 Engineer.Scientist                  135000
## 34501   Tier2 Engineer.Scientist                  161000
## 34502   Other Engineer.Scientist                  170000
## 34503   Other Engineer.Scientist                  535000
## 34506   Tier2 Engineer.Scientist                  130000
## 34508   Other Engineer.Scientist                   12000
## 34510   Other              Other                  173000
## 34513   FAANG          BUSI.MGMT                  131000
## 34515   FAANG              Other                   98000
## 34518   Other          BUSI.MGMT                  238000
## 34520   Other Engineer.Scientist                  330000
## 34521   Tier2 Engineer.Scientist                  124000
## 34522   Other Engineer.Scientist                  143000
## 34531   Other          BUSI.MGMT                   96000
## 34533   Tier2 Engineer.Scientist                  250000
## 34535   Other Engineer.Scientist                  248000
## 34536   FAANG Engineer.Scientist                  248000
## 34538   Other Engineer.Scientist                  125000
## 34539   Other Engineer.Scientist                   28000
## 34541   FAANG Engineer.Scientist                  231000
## 34545   Other          BUSI.MGMT                  290000
## 34549   Other Engineer.Scientist                   77000
## 34550   Tier2 Engineer.Scientist                  278000
## 34551   Other          BUSI.MGMT                  132000
## 34557   FAANG Engineer.Scientist                  350000
## 34558   Other Engineer.Scientist                  245000
## 34560   Other          BUSI.MGMT                  220000
## 34561   Tier2 Engineer.Scientist                   94000
## 34562   Tier2 Engineer.Scientist                   44000
## 34563   Other Engineer.Scientist                   37000
## 34567   Tier2 Engineer.Scientist                  185000
## 34568   Other          BUSI.MGMT                  161000
## 34569   Tier2 Engineer.Scientist                  125000
## 34575   Other Engineer.Scientist                  197000
## 34577   FAANG              Other                  260000
## 34579   FAANG          BUSI.MGMT                  365000
## 34581   Other Engineer.Scientist                  155000
## 34583   FAANG Engineer.Scientist                  153000
## 34585   Tier2 Engineer.Scientist                  220000
## 34586   Other          BUSI.MGMT                  155000
## 34587   Other Engineer.Scientist                  127000
## 34589   Tier2 Engineer.Scientist                  190000
## 34590   FAANG Engineer.Scientist                  201000
## 34591   FAANG          BUSI.MGMT                  230000
## 34592   FAANG Engineer.Scientist                  257000
## 34595   Other Engineer.Scientist                   76000
## 34596   FAANG Engineer.Scientist                  200000
## 34597   Other Engineer.Scientist                  105000
## 34599   Tier2          BUSI.MGMT                   98000
## 34601   Tier2 Engineer.Scientist                  171000
## 34602   Tier2 Engineer.Scientist                  162000
## 34605   FAANG Engineer.Scientist                  126000
## 34606   Tier2 Engineer.Scientist                  129000
## 34607   Tier2 Engineer.Scientist                  129000
## 34608   Other          BUSI.MGMT                  225000
## 34609   Tier2              Other                  180000
## 34610   Other Engineer.Scientist                   50000
## 34611   Tier2 Engineer.Scientist                  192000
## 34613   FAANG Engineer.Scientist                  450000
## 34617   Other Engineer.Scientist                   19000
## 34618   Other Engineer.Scientist                   91000
## 34620   Other Engineer.Scientist                   36000
## 34626   Tier2          BUSI.MGMT                  161000
## 34627   FAANG Engineer.Scientist                  400000
## 34628   Tier2          BUSI.MGMT                  106000
## 34629   Other Engineer.Scientist                   42000
## 34630   Other Engineer.Scientist                   64000
## 34633   FAANG          BUSI.MGMT                  128000
## 34634   Tier2 Engineer.Scientist                  134000
## 34635   FAANG Engineer.Scientist                  138000
## 34637   Other          BUSI.MGMT                  195000
## 34638   Tier2              Other                  150000
## 34639   Other Engineer.Scientist                  188000
## 34643   Tier2 Engineer.Scientist                   79000
## 34645   Other Engineer.Scientist                   65000
## 34648   Other              Other                  135000
## 34649   Tier2 Engineer.Scientist                  158000
## 34650   Tier2 Engineer.Scientist                   19000
## 34651   Tier2 Engineer.Scientist                  150000
## 34652   Tier2 Engineer.Scientist                  150000
## 34656   Other Engineer.Scientist                  182000
## 34658   Tier2 Engineer.Scientist                  300000
## 34660   Other Engineer.Scientist                   88000
## 34662   Tier2 Engineer.Scientist                  170000
## 34665   FAANG Engineer.Scientist                  301000
## 34667   FAANG Engineer.Scientist                  257000
## 34668   Other Engineer.Scientist                  120000
## 34673   FAANG          BUSI.MGMT                  271000
## 34674   FAANG Engineer.Scientist                  300000
## 34677   Tier2 Engineer.Scientist                  262000
## 34685   Other Engineer.Scientist                  196000
## 34689   Tier2 Engineer.Scientist                  115000
## 34695   Tier2 Engineer.Scientist                  197000
## 34698   Other Engineer.Scientist                  108000
## 34702   Tier2 Engineer.Scientist                  210000
## 34707   Tier2 Engineer.Scientist                   28000
## 34708   Other              Other                  208000
## 34709   FAANG          BUSI.MGMT                  164000
## 34712   FAANG              Other                  129000
## 34713   Other          BUSI.MGMT                  120000
## 34714   Tier2 Engineer.Scientist                  120000
## 34716   FAANG Engineer.Scientist                  120000
## 34720   Tier2 Engineer.Scientist                  193000
## 34723   Tier2 Engineer.Scientist                   41000
## 34724   FAANG Engineer.Scientist                  413000
## 34725   Tier2          BUSI.MGMT                  173000
## 34726   FAANG Engineer.Scientist                  220000
## 34728   FAANG Engineer.Scientist                  271000
## 34729   Other          BUSI.MGMT                  125000
## 34731   FAANG Engineer.Scientist                  262000
## 34733   Tier2 Engineer.Scientist                  125000
## 34734   Other Engineer.Scientist                  618000
## 34735   FAANG Engineer.Scientist                  400000
## 34736   FAANG Engineer.Scientist                  132000
## 34742   Tier2 Engineer.Scientist                  173000
## 34743   Other Engineer.Scientist                  145000
## 34744   FAANG Engineer.Scientist                  775000
## 34747   Tier2          BUSI.MGMT                   51000
## 34748   Other Engineer.Scientist                  360000
## 34749   FAANG              Other                  275000
## 34750   Tier2          BUSI.MGMT                  295000
## 34752   Other Engineer.Scientist                   68000
## 34753   Tier2 Engineer.Scientist                  180000
## 34755   Other Engineer.Scientist                   80000
## 34756   Other Engineer.Scientist                  410000
## 34757   Tier2 Engineer.Scientist                  220000
## 34760   FAANG Engineer.Scientist                  145000
## 34761   Tier2 Engineer.Scientist                  124000
## 34762   Tier2 Engineer.Scientist                  179000
## 34766   Tier2 Engineer.Scientist                  325000
## 34767   Tier2 Engineer.Scientist                  294000
## 34769   Other Engineer.Scientist                   66000
## 34770   Tier2          BUSI.MGMT                  170000
## 34773   Tier2 Engineer.Scientist                  215000
## 34774   Other          BUSI.MGMT                  115000
## 34786   Tier2 Engineer.Scientist                  134000
## 34788   Other          BUSI.MGMT                  100000
## 34789   FAANG Engineer.Scientist                  153000
## 34790   Tier2 Engineer.Scientist                   74000
## 34794   FAANG Engineer.Scientist                  213000
## 34797   FAANG          BUSI.MGMT                  162000
## 34798   FAANG Engineer.Scientist                  333000
## 34800   Other Engineer.Scientist                  242000
## 34804   Tier2 Engineer.Scientist                  109000
## 34810   Other Engineer.Scientist                   50000
## 34811   Other Engineer.Scientist                   26000
## 34812   Other Engineer.Scientist                  245000
## 34813   FAANG Engineer.Scientist                 1355000
## 34814   FAANG Engineer.Scientist                  196000
## 34817   Other Engineer.Scientist                   83000
## 34819   FAANG Engineer.Scientist                  350000
## 34820   FAANG Engineer.Scientist                  321000
## 34823   Other Engineer.Scientist                  427000
## 34826   Other Engineer.Scientist                  144000
## 34827   Tier2          BUSI.MGMT                  238000
## 34831   Tier2 Engineer.Scientist                  180000
## 34832   FAANG          BUSI.MGMT                  350000
## 34833   Other Engineer.Scientist                  500000
## 34834   FAANG Engineer.Scientist                  272000
## 34836   Tier2 Engineer.Scientist                  127000
## 34837   Other Engineer.Scientist                  185000
## 34841   FAANG Engineer.Scientist                  210000
## 34842   FAANG Engineer.Scientist                  150000
## 34847   FAANG Engineer.Scientist                  186000
## 34849   Other Engineer.Scientist                   49000
## 34857   Other Engineer.Scientist                  280000
## 34859   Tier2          BUSI.MGMT                   80000
## 34860   FAANG Engineer.Scientist                  198000
## 34863   FAANG              Other                  127000
## 34864   Tier2 Engineer.Scientist                  112000
## 34866   Tier2 Engineer.Scientist                  100000
## 34867   Tier2 Engineer.Scientist                  185000
## 34868   Other Engineer.Scientist                   50000
## 34869   Tier2 Engineer.Scientist                  105000
## 34871   Tier2 Engineer.Scientist                  154000
## 34875   Tier2          BUSI.MGMT                   91000
## 34878   Other Engineer.Scientist                   91000
## 34879   Tier2          BUSI.MGMT                  310000
## 34880   Tier2 Engineer.Scientist                  181000
## 34881   Tier2              Other                  218000
## 34882   FAANG              Other                  166000
## 34889   Other Engineer.Scientist                  275000
## 34893   Other Engineer.Scientist                  158000
## 34896   FAANG Engineer.Scientist                  199000
## 34898   Tier2 Engineer.Scientist                  177000
## 34900   Tier2 Engineer.Scientist                  170000
## 34904   Other Engineer.Scientist                  110000
## 34906   Other          BUSI.MGMT                  130000
## 34908   FAANG          BUSI.MGMT                  450000
## 34909   Other Engineer.Scientist                  145000
## 34913   Other Engineer.Scientist                  100000
## 34916   Other Engineer.Scientist                   72000
## 34919   Other Engineer.Scientist                   76000
## 34922   Tier2          BUSI.MGMT                  100000
## 34923   Other Engineer.Scientist                  310000
## 34928   Other Engineer.Scientist                  115000
## 34930   FAANG          BUSI.MGMT                  213000
## 34933   FAANG Engineer.Scientist                  256000
## 34934   Other              Other                   90000
## 34936   FAANG              Other                  330000
## 34938   Tier2          BUSI.MGMT                  248000
## 34940   Other Engineer.Scientist                  234000
## 34947   FAANG          BUSI.MGMT                  196000
## 34951   FAANG Engineer.Scientist                  200000
## 34952   Other Engineer.Scientist                  220000
## 34953   Other          BUSI.MGMT                  181000
## 34957   Other Engineer.Scientist                  138000
## 34959   Tier2 Engineer.Scientist                   83000
## 34960   Other Engineer.Scientist                  130000
## 34963   Tier2 Engineer.Scientist                  284000
## 34969   Other Engineer.Scientist                  124000
## 34971   Other Engineer.Scientist                  385000
## 34975   Tier2          BUSI.MGMT                  160000
## 34983   Tier2 Engineer.Scientist                  138000
## 34984   FAANG Engineer.Scientist                  270000
## 34985   Other          BUSI.MGMT                  132000
## 34986   Other Engineer.Scientist                  378000
## 34989   Other Engineer.Scientist                   50000
## 34991   Other          BUSI.MGMT                  180000
## 34992   Other Engineer.Scientist                   57000
## 34993   FAANG              Other                  325000
## 34994   Tier2          BUSI.MGMT                   97000
## 34995   Other Engineer.Scientist                  135000
## 34996   Other              Other                  190000
## 34997   Other Engineer.Scientist                  170000
## 34998   Other Engineer.Scientist                  156000
## 34999   Other          BUSI.MGMT                  226000
## 35000   FAANG          BUSI.MGMT                   82000
## 35002   Tier2 Engineer.Scientist                   85000
## 35003   Other              Other                  150000
## 35004   Tier2          BUSI.MGMT                  120000
## 35006   Tier2 Engineer.Scientist                   63000
## 35007   FAANG              Other                  234000
## 35008   Other          BUSI.MGMT                  115000
## 35010   Tier2              Other                  170000
## 35013   Tier2 Engineer.Scientist                  268000
## 35017   FAANG Engineer.Scientist                  385000
## 35019   Other          BUSI.MGMT                  210000
## 35024   Other          BUSI.MGMT                  175000
## 35027   Other          BUSI.MGMT                  172000
## 35028   Other Engineer.Scientist                  240000
## 35035   FAANG Engineer.Scientist                  349000
## 35040   Tier2              Other                   93000
## 35042   Tier2 Engineer.Scientist                  289000
## 35043   Other Engineer.Scientist                  132000
## 35044   Other Engineer.Scientist                  100000
## 35046   Tier2 Engineer.Scientist                  328000
## 35048   Other          BUSI.MGMT                  190000
## 35049   Other Engineer.Scientist                  108000
## 35052   Tier2 Engineer.Scientist                  172000
## 35054   Other Engineer.Scientist                  143000
## 35060   Other Engineer.Scientist                  200000
## 35065   Other Engineer.Scientist                   40000
## 35066   Other Engineer.Scientist                  103000
## 35067   Tier2 Engineer.Scientist                  283000
## 35070   Tier2 Engineer.Scientist                  105000
## 35075   FAANG Engineer.Scientist                  121000
## 35076   Other Engineer.Scientist                  400000
## 35081   Other Engineer.Scientist                   77000
## 35082   FAANG Engineer.Scientist                  600000
## 35087   FAANG Engineer.Scientist                  165000
## 35088   FAANG          BUSI.MGMT                  295000
## 35089   Tier2 Engineer.Scientist                  248000
## 35090   Tier2 Engineer.Scientist                  180000
## 35092   Tier2 Engineer.Scientist                  108000
## 35094   FAANG Engineer.Scientist                  485000
## 35095   FAANG Engineer.Scientist                  147000
## 35097   FAANG              Other                  226000
## 35098   Tier2              Other                  206000
## 35099   Other          BUSI.MGMT                  162000
## 35104   Tier2 Engineer.Scientist                  170000
## 35108   FAANG Engineer.Scientist                  178000
## 35119   Other Engineer.Scientist                  140000
## 35120   Other Engineer.Scientist                  130000
## 35121   Tier2 Engineer.Scientist                  158000
## 35122   Tier2 Engineer.Scientist                  192000
## 35123   Tier2              Other                  110000
## 35124   FAANG Engineer.Scientist                  185000
## 35126   Tier2 Engineer.Scientist                  183000
## 35127   Tier2 Engineer.Scientist                  234000
## 35129   Other Engineer.Scientist                  110000
## 35133   Other Engineer.Scientist                  191000
## 35136   Tier2 Engineer.Scientist                  132000
## 35138   Other          BUSI.MGMT                  151000
## 35139   FAANG          BUSI.MGMT                  175000
## 35142   Tier2 Engineer.Scientist                   36000
## 35148   Other Engineer.Scientist                   44000
## 35151   Tier2          BUSI.MGMT                  268000
## 35152   Other              Other                   80000
## 35153   Other Engineer.Scientist                   60000
## 35154   FAANG Engineer.Scientist                  162000
## 35156   Tier2              Other                  190000
## 35157   Other Engineer.Scientist                  117000
## 35158   Other Engineer.Scientist                   16000
## 35160   FAANG          BUSI.MGMT                   76000
## 35165   Other          BUSI.MGMT                   89000
## 35166   Other Engineer.Scientist                   72000
## 35169   Tier2 Engineer.Scientist                   90000
## 35171   FAANG          BUSI.MGMT                  151000
## 35172   Other          BUSI.MGMT                  160000
## 35173   Other Engineer.Scientist                  225000
## 35176   FAANG Engineer.Scientist                  235000
## 35178   Tier2 Engineer.Scientist                  142000
## 35183   Other Engineer.Scientist                  228000
## 35184   FAANG          BUSI.MGMT                  143000
## 35187   FAANG Engineer.Scientist                  198000
## 35189   Tier2 Engineer.Scientist                  162000
## 35191   FAANG Engineer.Scientist                  216000
## 35194   Tier2 Engineer.Scientist                   63000
## 35196   Other Engineer.Scientist                  134000
## 35197   Tier2 Engineer.Scientist                  179000
## 35199   Other Engineer.Scientist                  134000
## 35201   Other Engineer.Scientist                   30000
## 35202   Other Engineer.Scientist                  140000
## 35203   Tier2 Engineer.Scientist                  377000
## 35207   FAANG Engineer.Scientist                  153000
## 35212   Other          BUSI.MGMT                  150000
## 35214   Other              Other                  180000
## 35216   Other Engineer.Scientist                  202000
## 35217   Other Engineer.Scientist                   27000
## 35218   Tier2              Other                  186000
## 35219   FAANG          BUSI.MGMT                  258000
## 35220   FAANG Engineer.Scientist                  225000
## 35223   Tier2 Engineer.Scientist                  200000
## 35227   Tier2 Engineer.Scientist                  188000
## 35228   FAANG          BUSI.MGMT                  243000
## 35230   Other Engineer.Scientist                  172000
## 35233   Other Engineer.Scientist                   97000
## 35234   Other Engineer.Scientist                  237000
## 35240   Tier2 Engineer.Scientist                  164000
## 35241   Other          BUSI.MGMT                  182000
## 35244   FAANG Engineer.Scientist                  260000
## 35246   Other Engineer.Scientist                  160000
## 35248   Tier2 Engineer.Scientist                  270000
## 35254   FAANG Engineer.Scientist                  198000
## 35255   Tier2 Engineer.Scientist                  172000
## 35259   Other          BUSI.MGMT                  121000
## 35260   Tier2 Engineer.Scientist                  141000
## 35265   Tier2 Engineer.Scientist                  117000
## 35266   FAANG Engineer.Scientist                  356000
## 35267   Tier2          BUSI.MGMT                  105000
## 35271   Tier2 Engineer.Scientist                   73000
## 35273   Tier2          BUSI.MGMT                  348000
## 35275   FAANG          BUSI.MGMT                  331000
## 35276   Other          BUSI.MGMT                  192000
## 35277   FAANG          BUSI.MGMT                   85000
## 35278   Tier2          BUSI.MGMT                  259000
## 35279   FAANG Engineer.Scientist                  102000
## 35280   Tier2 Engineer.Scientist                   32000
## 35281   FAANG Engineer.Scientist                  170000
## 35285   Other Engineer.Scientist                  187000
## 35286   Tier2 Engineer.Scientist                   60000
## 35289   Other Engineer.Scientist                  205000
## 35295   Other Engineer.Scientist                  130000
## 35296   Tier2 Engineer.Scientist                  215000
## 35301   Tier2 Engineer.Scientist                  350000
## 35302   Other Engineer.Scientist                   77000
## 35305   Other Engineer.Scientist                  590000
## 35306   FAANG Engineer.Scientist                  343000
## 35308   Other Engineer.Scientist                  165000
## 35309   Tier2 Engineer.Scientist                  300000
## 35310   Tier2 Engineer.Scientist                  168000
## 35311   Tier2 Engineer.Scientist                  123000
## 35313   FAANG              Other                  182000
## 35318   FAANG Engineer.Scientist                  197000
## 35319   FAANG Engineer.Scientist                  284000
## 35321   Tier2 Engineer.Scientist                  215000
## 35330   Other Engineer.Scientist                   93000
## 35332   FAANG Engineer.Scientist                  165000
## 35335   Other Engineer.Scientist                  186000
## 35336   Other              Other                   52000
## 35337   Other          BUSI.MGMT                   80000
## 35338   Tier2 Engineer.Scientist                   93000
## 35341   Tier2 Engineer.Scientist                  135000
## 35344   Other Engineer.Scientist                   10000
## 35345   Other Engineer.Scientist                  175000
## 35346   Tier2 Engineer.Scientist                  163000
## 35350   FAANG              Other                  191000
## 35353   Tier2 Engineer.Scientist                  220000
## 35355   FAANG Engineer.Scientist                  200000
## 35356   FAANG Engineer.Scientist                  104000
## 35357   Tier2 Engineer.Scientist                 1240000
## 35359   FAANG Engineer.Scientist                  330000
## 35361   Other Engineer.Scientist                  120000
## 35362   FAANG Engineer.Scientist                  152000
## 35363   FAANG Engineer.Scientist                  334000
## 35364   Other          BUSI.MGMT                  114000
## 35365   Tier2              Other                  185000
## 35369   FAANG Engineer.Scientist                  160000
## 35376   Tier2 Engineer.Scientist                   34000
## 35378   Other              Other                   87000
## 35381   Other Engineer.Scientist                   66000
## 35382   Other Engineer.Scientist                   90000
## 35384   Tier2 Engineer.Scientist                  289000
## 35386   Tier2 Engineer.Scientist                  183000
## 35391   Tier2 Engineer.Scientist                  650000
## 35393   Tier2 Engineer.Scientist                  304000
## 35394   Other Engineer.Scientist                  171000
## 35395   Other Engineer.Scientist                  278000
## 35396   Other Engineer.Scientist                   21000
## 35397   FAANG Engineer.Scientist                  650000
## 35398   Tier2 Engineer.Scientist                  140000
## 35400   Tier2          BUSI.MGMT                  134000
## 35403   FAANG Engineer.Scientist                  621000
## 35405   Other          BUSI.MGMT                  208000
## 35406   FAANG Engineer.Scientist                  170000
## 35408   Tier2 Engineer.Scientist                  105000
## 35409   FAANG              Other                  179000
## 35410   Other Engineer.Scientist                  350000
## 35411   Other Engineer.Scientist                  320000
## 35413   FAANG Engineer.Scientist                  181000
## 35414   FAANG Engineer.Scientist                  620000
## 35416   Tier2              Other                  128000
## 35417   FAANG Engineer.Scientist                  193000
## 35419   Other Engineer.Scientist                  206000
## 35420   FAANG          BUSI.MGMT                  140000
## 35421   Tier2          BUSI.MGMT                  377000
## 35424   Tier2 Engineer.Scientist                  212000
## 35425   FAANG Engineer.Scientist                  312000
## 35430   Tier2 Engineer.Scientist                  251000
## 35439   Tier2 Engineer.Scientist                  125000
## 35444   Other          BUSI.MGMT                  203000
## 35453   Tier2 Engineer.Scientist                  166000
## 35454   Other          BUSI.MGMT                  150000
## 35457   Other Engineer.Scientist                  120000
## 35460   Tier2              Other                  190000
## 35462   Tier2 Engineer.Scientist                  196000
## 35466   Other Engineer.Scientist                  210000
## 35467   Tier2          BUSI.MGMT                  245000
## 35469   Tier2          BUSI.MGMT                  260000
## 35472   Tier2          BUSI.MGMT                  350000
## 35473   Tier2 Engineer.Scientist                  179000
## 35475   FAANG Engineer.Scientist                  315000
## 35477   FAANG Engineer.Scientist                  215000
## 35482   Other Engineer.Scientist                  445000
## 35483   FAANG Engineer.Scientist                  280000
## 35485   Other Engineer.Scientist                  135000
## 35486   FAANG          BUSI.MGMT                  350000
## 35490   Tier2 Engineer.Scientist                  390000
## 35494   Tier2          BUSI.MGMT                  128000
## 35496   FAANG              Other                  260000
## 35500   FAANG Engineer.Scientist                  163000
## 35501   FAANG          BUSI.MGMT                  120000
## 35502   Tier2          BUSI.MGMT                  180000
## 35508   FAANG Engineer.Scientist                  200000
## 35511   FAANG Engineer.Scientist                  596000
## 35515   FAANG              Other                  110000
## 35516   Tier2 Engineer.Scientist                  103000
## 35517   FAANG Engineer.Scientist                  170000
## 35519   Tier2 Engineer.Scientist                  208000
## 35520   Other              Other                  261000
## 35521   Tier2          BUSI.MGMT                  145000
## 35522   Tier2 Engineer.Scientist                  182000
## 35524   Other Engineer.Scientist                   60000
## 35527   Other Engineer.Scientist                  123000
## 35530   Tier2 Engineer.Scientist                  222000
## 35536   Other Engineer.Scientist                  130000
## 35539   Other Engineer.Scientist                  221000
## 35541   Tier2          BUSI.MGMT                   88000
## 35545   Tier2 Engineer.Scientist                  165000
## 35548   FAANG          BUSI.MGMT                  340000
## 35551   Tier2 Engineer.Scientist                  370000
## 35553   Tier2 Engineer.Scientist                  268000
## 35556   Other Engineer.Scientist                  370000
## 35563   Tier2 Engineer.Scientist                  345000
## 35564   Tier2          BUSI.MGMT                  165000
## 35566   Other Engineer.Scientist                  100000
## 35567   Tier2 Engineer.Scientist                   66000
## 35569   Other Engineer.Scientist                  109000
## 35570   FAANG Engineer.Scientist                  240000
## 35572   Other Engineer.Scientist                  100000
## 35573   Other Engineer.Scientist                  160000
## 35575   Other Engineer.Scientist                  165000
## 35586   FAANG Engineer.Scientist                  222000
## 35588   FAANG Engineer.Scientist                  585000
## 35590   Other Engineer.Scientist                   80000
## 35591   FAANG          BUSI.MGMT                  249000
## 35592   Tier2 Engineer.Scientist                  200000
## 35594   Other Engineer.Scientist                  305000
## 35598   Tier2 Engineer.Scientist                  216000
## 35602   Tier2 Engineer.Scientist                  223000
## 35607   Other          BUSI.MGMT                  220000
## 35609   Tier2 Engineer.Scientist                  191000
## 35610   Tier2          BUSI.MGMT                  100000
## 35613   FAANG Engineer.Scientist                  321000
## 35614   Tier2 Engineer.Scientist                  350000
## 35617   Other Engineer.Scientist                  140000
## 35618   Other Engineer.Scientist                  138000
## 35619   Tier2              Other                  167000
## 35623   Other Engineer.Scientist                  138000
## 35624   Tier2 Engineer.Scientist                  380000
## 35625   Other Engineer.Scientist                  125000
## 35626   FAANG              Other                  210000
## 35630   Tier2          BUSI.MGMT                  120000
## 35631   Tier2 Engineer.Scientist                  398000
## 35634   Other Engineer.Scientist                  114000
## 35636   Tier2 Engineer.Scientist                  205000
## 35638   Tier2 Engineer.Scientist                  110000
## 35640   Tier2              Other                   40000
## 35641   Tier2              Other                   60000
## 35642   FAANG              Other                  104000
## 35643   Other Engineer.Scientist                   80000
## 35645   FAANG          BUSI.MGMT                  312000
## 35646   FAANG              Other                  200000
## 35650   Tier2 Engineer.Scientist                  210000
## 35651   Tier2 Engineer.Scientist                  185000
## 35652   Other Engineer.Scientist                  174000
## 35655   Tier2              Other                  250000
## 35661   Tier2 Engineer.Scientist                  220000
## 35662   FAANG          BUSI.MGMT                  165000
## 35667   Tier2          BUSI.MGMT                  215000
## 35670   Tier2              Other                  285000
## 35671   FAANG          BUSI.MGMT                  117000
## 35673   Other Engineer.Scientist                  416000
## 35675   FAANG Engineer.Scientist                  149000
## 35676   FAANG Engineer.Scientist                  325000
## 35678   Other Engineer.Scientist                   84000
## 35680   Other Engineer.Scientist                  132000
## 35681   FAANG Engineer.Scientist                  220000
## 35683   Tier2 Engineer.Scientist                  321000
## 35685   Tier2          BUSI.MGMT                  233000
## 35687   FAANG Engineer.Scientist                  214000
## 35688   Other Engineer.Scientist                  143000
## 35689   Other Engineer.Scientist                  375000
## 35691   Other Engineer.Scientist                  225000
## 35692   Tier2 Engineer.Scientist                  145000
## 35694   FAANG Engineer.Scientist                  150000
## 35695   Other Engineer.Scientist                  132000
## 35698   Other Engineer.Scientist                  144000
## 35702   FAANG Engineer.Scientist                  147000
## 35710   FAANG          BUSI.MGMT                  175000
## 35711   Other Engineer.Scientist                  213000
## 35715   FAANG Engineer.Scientist                  236000
## 35717   FAANG Engineer.Scientist                  417000
## 35719   Tier2 Engineer.Scientist                  173000
## 35720   Tier2 Engineer.Scientist                  284000
## 35721   Other              Other                  151000
## 35724   FAANG Engineer.Scientist                  242000
## 35726   Tier2 Engineer.Scientist                  147000
## 35727   Tier2 Engineer.Scientist                  130000
## 35728   FAANG Engineer.Scientist                  184000
## 35729   Tier2 Engineer.Scientist                  654000
## 35734   Tier2 Engineer.Scientist                  160000
## 35743   FAANG Engineer.Scientist                  220000
## 35746   Other Engineer.Scientist                  173000
## 35749   FAANG Engineer.Scientist                  233000
## 35751   Other Engineer.Scientist                  203000
## 35752   FAANG Engineer.Scientist                  512000
## 35753   Tier2 Engineer.Scientist                  165000
## 35755   FAANG Engineer.Scientist                  600000
## 35758   Other Engineer.Scientist                   93000
## 35760   Other              Other                  184000
## 35762   Other Engineer.Scientist                  119000
## 35765   FAANG          BUSI.MGMT                  400000
## 35766   FAANG Engineer.Scientist                  214000
## 35771   Other Engineer.Scientist                  169000
## 35773   FAANG          BUSI.MGMT                  130000
## 35777   Tier2 Engineer.Scientist                  150000
## 35778   FAANG Engineer.Scientist                  175000
## 35779   FAANG Engineer.Scientist                  254000
## 35783   Other Engineer.Scientist                  383000
## 35784   Other Engineer.Scientist                  121000
## 35785   Tier2 Engineer.Scientist                  260000
## 35788   Other Engineer.Scientist                  110000
## 35792   Other          BUSI.MGMT                  230000
## 35797   Other Engineer.Scientist                  155000
## 35798   Other Engineer.Scientist                  145000
## 35800   FAANG Engineer.Scientist                  140000
## 35801   Other Engineer.Scientist                  323000
## 35802   Tier2          BUSI.MGMT                   95000
## 35805   Tier2 Engineer.Scientist                  142000
## 35806   Other Engineer.Scientist                  117000
## 35809   Tier2 Engineer.Scientist                  185000
## 35812   Tier2 Engineer.Scientist                  275000
## 35814   Tier2 Engineer.Scientist                  397000
## 35815   Tier2 Engineer.Scientist                  141000
## 35817   Tier2 Engineer.Scientist                  155000
## 35818   Tier2 Engineer.Scientist                  112000
## 35820   Other          BUSI.MGMT                   97000
## 35822   Tier2 Engineer.Scientist                  139000
## 35823   Tier2 Engineer.Scientist                   73000
## 35825   Other Engineer.Scientist                   69000
## 35826   Other Engineer.Scientist                  199000
## 35828   FAANG          BUSI.MGMT                  320000
## 35832   Other Engineer.Scientist                  135000
## 35835   Other Engineer.Scientist                   89000
## 35837   Tier2 Engineer.Scientist                  200000
## 35838   Tier2 Engineer.Scientist                  380000
## 35839   Other              Other                  118000
## 35840   Other          BUSI.MGMT                  220000
## 35841   Tier2          BUSI.MGMT                  230000
## 35842   Tier2 Engineer.Scientist                  414000
## 35843   Tier2              Other                  700000
## 35844   Other Engineer.Scientist                  160000
## 35845   FAANG Engineer.Scientist                  229000
## 35852   Tier2 Engineer.Scientist                  184000
## 35858   Other Engineer.Scientist                  125000
## 35859   Tier2 Engineer.Scientist                  210000
## 35863   Other Engineer.Scientist                   92000
## 35864   Tier2 Engineer.Scientist                  105000
## 35865   Tier2              Other                   66000
## 35866   Tier2 Engineer.Scientist                  182000
## 35867   FAANG Engineer.Scientist                  227000
## 35876   Tier2 Engineer.Scientist                  103000
## 35879   FAANG Engineer.Scientist                  288000
## 35880   FAANG Engineer.Scientist                  165000
## 35881   FAANG          BUSI.MGMT                  242000
## 35882   Tier2 Engineer.Scientist                  100000
## 35884   Tier2 Engineer.Scientist                  152000
## 35885   Tier2 Engineer.Scientist                   65000
## 35888   Other          BUSI.MGMT                   93000
## 35895   Tier2 Engineer.Scientist                  207000
## 35896   FAANG          BUSI.MGMT                  142000
## 35897   Other Engineer.Scientist                  199000
## 35898   Tier2              Other                  267000
## 35904   Other Engineer.Scientist                  105000
## 35907   Tier2 Engineer.Scientist                  248000
## 35909   FAANG Engineer.Scientist                  190000
## 35916   Tier2          BUSI.MGMT                  124000
## 35919   FAANG Engineer.Scientist                   37000
## 35921   Tier2 Engineer.Scientist                  104000
## 35923   Tier2 Engineer.Scientist                  260000
## 35924   FAANG Engineer.Scientist                  227000
## 35925   FAANG Engineer.Scientist                  380000
## 35926   Other Engineer.Scientist                   69000
## 35927   Tier2 Engineer.Scientist                  170000
## 35930   FAANG          BUSI.MGMT                  256000
## 35931   FAANG Engineer.Scientist                  183000
## 35934   FAANG Engineer.Scientist                  104000
## 35935   FAANG Engineer.Scientist                  185000
## 35936   Tier2 Engineer.Scientist                   43000
## 35939   FAANG Engineer.Scientist                  415000
## 35940   Other Engineer.Scientist                  202000
## 35941   Tier2 Engineer.Scientist                   80000
## 35943   Tier2 Engineer.Scientist                  575000
## 35944   Tier2 Engineer.Scientist                  195000
## 35949   Other Engineer.Scientist                  221000
## 35950   Tier2 Engineer.Scientist                  170000
## 35951   FAANG Engineer.Scientist                  350000
## 35954   Tier2 Engineer.Scientist                  323000
## 35957   FAANG          BUSI.MGMT                  150000
## 35958   Other Engineer.Scientist                  140000
## 35959   Other Engineer.Scientist                  318000
## 35960   Tier2 Engineer.Scientist                  201000
## 35961   Other Engineer.Scientist                  102000
## 35962   Tier2          BUSI.MGMT                  449000
## 35963   Other          BUSI.MGMT                  218000
## 35965   Tier2 Engineer.Scientist                  370000
## 35966   Tier2 Engineer.Scientist                  137000
## 35969   Tier2          BUSI.MGMT                  155000
## 35970   Tier2 Engineer.Scientist                  255000
## 35972   Other          BUSI.MGMT                  200000
## 35973   Other Engineer.Scientist                   80000
## 35975   Other Engineer.Scientist                  198000
## 35982   Other          BUSI.MGMT                  300000
## 35983   Tier2 Engineer.Scientist                  307000
## 35984   Other          BUSI.MGMT                  159000
## 35985   Tier2 Engineer.Scientist                  154000
## 35986   Tier2          BUSI.MGMT                   75000
## 35992   Tier2 Engineer.Scientist                  136000
## 35993   Tier2 Engineer.Scientist                  300000
## 35994   Other Engineer.Scientist                  229000
## 35999   FAANG Engineer.Scientist                  104000
## 36001   Tier2 Engineer.Scientist                   17000
## 36003   Other Engineer.Scientist                  125000
## 36004   Other          BUSI.MGMT                  155000
## 36008   Other Engineer.Scientist                   29000
## 36009   Other Engineer.Scientist                   60000
## 36012   Other Engineer.Scientist                   72000
## 36013   Other          BUSI.MGMT                   95000
## 36015   Other Engineer.Scientist                  103000
## 36016   Other Engineer.Scientist                   41000
## 36019   Other Engineer.Scientist                  295000
## 36020   Tier2 Engineer.Scientist                  175000
## 36024   FAANG Engineer.Scientist                  150000
## 36025   Other Engineer.Scientist                  325000
## 36027   Other Engineer.Scientist                   35000
## 36028   Other          BUSI.MGMT                  161000
## 36031   FAANG Engineer.Scientist                  164000
## 36033   FAANG Engineer.Scientist                  330000
## 36035   Tier2 Engineer.Scientist                  204000
## 36036   Other Engineer.Scientist                  165000
## 36037   Tier2 Engineer.Scientist                  168000
## 36039   Tier2 Engineer.Scientist                  155000
## 36040   Other Engineer.Scientist                  172000
## 36042   Tier2 Engineer.Scientist                  165000
## 36044   FAANG          BUSI.MGMT                  262000
## 36046   Tier2          BUSI.MGMT                  160000
## 36047   Tier2 Engineer.Scientist                  184000
## 36050   Other Engineer.Scientist                  104000
## 36054   Other Engineer.Scientist                  142000
## 36055   Tier2 Engineer.Scientist                  180000
## 36061   Tier2 Engineer.Scientist                  172000
## 36065   Other Engineer.Scientist                   64000
## 36068   Other Engineer.Scientist                  165000
## 36070   Other Engineer.Scientist                  133000
## 36076   FAANG Engineer.Scientist                  475000
## 36081   Other Engineer.Scientist                  313000
## 36082   Other Engineer.Scientist                   65000
## 36084   Tier2 Engineer.Scientist                  211000
## 36087   Other Engineer.Scientist                   99000
## 36095   FAANG Engineer.Scientist                  180000
## 36096   Tier2 Engineer.Scientist                  147000
## 36098   Tier2 Engineer.Scientist                  290000
## 36099   Tier2 Engineer.Scientist                  172000
## 36104   Other          BUSI.MGMT                  270000
## 36108   Tier2 Engineer.Scientist                   69000
## 36109   Tier2 Engineer.Scientist                  605000
## 36111   Tier2 Engineer.Scientist                   94000
## 36113   Tier2 Engineer.Scientist                  300000
## 36115   Other Engineer.Scientist                  317000
## 36116   FAANG Engineer.Scientist                   22000
## 36120   Tier2 Engineer.Scientist                   83000
## 36121   Other Engineer.Scientist                  415000
## 36124   Other Engineer.Scientist                  148000
## 36126   Other Engineer.Scientist                  105000
## 36128   Tier2 Engineer.Scientist                  185000
## 36132   FAANG Engineer.Scientist                   31000
## 36136   FAANG Engineer.Scientist                  269000
## 36147   Tier2 Engineer.Scientist                  172000
## 36149   Tier2 Engineer.Scientist                  184000
## 36150   Tier2 Engineer.Scientist                  245000
## 36151   Tier2 Engineer.Scientist                  252000
## 36155   Other Engineer.Scientist                  154000
## 36156   Tier2 Engineer.Scientist                   71000
## 36157   FAANG Engineer.Scientist                  222000
## 36158   Tier2              Other                  220000
## 36159   Other Engineer.Scientist                   84000
## 36160   Other Engineer.Scientist                   83000
## 36162   Other Engineer.Scientist                  300000
## 36172   Tier2 Engineer.Scientist                  263000
## 36173   Other Engineer.Scientist                  130000
## 36175   Other Engineer.Scientist                  125000
## 36176   FAANG Engineer.Scientist                  259000
## 36177   Other Engineer.Scientist                   42000
## 36178   Other Engineer.Scientist                   70000
## 36179   Other Engineer.Scientist                  178000
## 36180   Tier2 Engineer.Scientist                  250000
## 36182   Other Engineer.Scientist                  165000
## 36183   Other Engineer.Scientist                  194000
## 36186   Other Engineer.Scientist                  177000
## 36191   FAANG Engineer.Scientist                  280000
## 36193   Other Engineer.Scientist                   58000
## 36194   Other Engineer.Scientist                  102000
## 36199   FAANG Engineer.Scientist                   31000
## 36201   Other Engineer.Scientist                  126000
## 36202   Tier2          BUSI.MGMT                   88000
## 36214   Other Engineer.Scientist                   95000
## 36217   Tier2 Engineer.Scientist                   12000
## 36222   FAANG          BUSI.MGMT                  437000
## 36225   Tier2 Engineer.Scientist                  125000
## 36226   FAANG Engineer.Scientist                  245000
## 36230   Tier2          BUSI.MGMT                  280000
## 36235   FAANG              Other                  137000
## 36239   Other Engineer.Scientist                  374000
## 36242   FAANG Engineer.Scientist                  160000
## 36245   FAANG Engineer.Scientist                  108000
## 36247   Other Engineer.Scientist                   80000
## 36248   Other          BUSI.MGMT                   83000
## 36250   Tier2          BUSI.MGMT                  143000
## 36251   FAANG Engineer.Scientist                  150000
## 36254   Other Engineer.Scientist                  355000
## 36255   Other Engineer.Scientist                  101000
## 36256   Other Engineer.Scientist                  174000
## 36257   FAANG Engineer.Scientist                  265000
## 36258   FAANG Engineer.Scientist                  199000
## 36260   FAANG              Other                  180000
## 36266   FAANG Engineer.Scientist                  170000
## 36267   Other Engineer.Scientist                  100000
## 36268   Other Engineer.Scientist                  250000
## 36270   Other Engineer.Scientist                   47000
## 36271   Tier2 Engineer.Scientist                  158000
## 36273   FAANG          BUSI.MGMT                  116000
## 36276   Tier2          BUSI.MGMT                  255000
## 36277   FAANG Engineer.Scientist                 1000000
## 36278   FAANG Engineer.Scientist                  341000
## 36280   Other Engineer.Scientist                   86000
## 36281   Tier2 Engineer.Scientist                  250000
## 36282   Other              Other                  162000
## 36284   Other Engineer.Scientist                  160000
## 36289   Tier2 Engineer.Scientist                  165000
## 36290   FAANG          BUSI.MGMT                  134000
## 36293   Other Engineer.Scientist                  140000
## 36295   Tier2 Engineer.Scientist                  130000
## 36296   Tier2 Engineer.Scientist                  250000
## 36297   Other Engineer.Scientist                  150000
## 36298   Other Engineer.Scientist                  300000
## 36307   FAANG              Other                  215000
## 36310   FAANG Engineer.Scientist                  239000
## 36311   Other Engineer.Scientist                   61000
## 36317   Other Engineer.Scientist                  115000
## 36319   Other Engineer.Scientist                  125000
## 36321   FAANG Engineer.Scientist                  115000
## 36323   FAANG          BUSI.MGMT                  258000
## 36328   Other Engineer.Scientist                  305000
## 36336   FAANG Engineer.Scientist                  210000
## 36337   Tier2          BUSI.MGMT                  183000
## 36338   Tier2          BUSI.MGMT                  299000
## 36340   FAANG Engineer.Scientist                  175000
## 36341   FAANG Engineer.Scientist                  370000
## 36342   FAANG          BUSI.MGMT                  275000
## 36343   Tier2 Engineer.Scientist                  266000
## 36345   Tier2          BUSI.MGMT                  240000
## 36347   FAANG Engineer.Scientist                  224000
## 36348   Other Engineer.Scientist                   77000
## 36351   FAANG Engineer.Scientist                  110000
## 36352   FAANG Engineer.Scientist                  310000
## 36354   Other Engineer.Scientist                  141000
## 36356   Tier2 Engineer.Scientist                  355000
## 36357   Tier2          BUSI.MGMT                  150000
## 36358   Tier2 Engineer.Scientist                  130000
## 36361   Tier2 Engineer.Scientist                  215000
## 36363   Tier2 Engineer.Scientist                  172000
## 36366   FAANG Engineer.Scientist                  145000
## 36369   Other Engineer.Scientist                  191000
## 36374   Tier2 Engineer.Scientist                  106000
## 36375   Tier2 Engineer.Scientist                  181000
## 36379   FAANG Engineer.Scientist                  240000
## 36382   Tier2 Engineer.Scientist                  380000
## 36383   Tier2 Engineer.Scientist                  105000
## 36384   Tier2 Engineer.Scientist                  277000
## 36386   Tier2 Engineer.Scientist                  210000
## 36392   Tier2 Engineer.Scientist                  379000
## 36393   Other Engineer.Scientist                  170000
## 36394   FAANG Engineer.Scientist                  350000
## 36395   Other Engineer.Scientist                  110000
## 36399   FAANG              Other                  100000
## 36400   Tier2 Engineer.Scientist                   85000
## 36402   Tier2 Engineer.Scientist                   53000
## 36403   Tier2 Engineer.Scientist                  280000
## 36404   Tier2 Engineer.Scientist                  390000
## 36405   Other          BUSI.MGMT                   73000
## 36407   Other Engineer.Scientist                  101000
## 36414   Tier2          BUSI.MGMT                  280000
## 36416   Other Engineer.Scientist                  417000
## 36420   Other Engineer.Scientist                  102000
## 36422   FAANG Engineer.Scientist                  297000
## 36426   FAANG Engineer.Scientist                  430000
## 36427   FAANG Engineer.Scientist                 1026000
## 36430   Other Engineer.Scientist                  106000
## 36431   FAANG Engineer.Scientist                  250000
## 36432   Tier2 Engineer.Scientist                  145000
## 36434   Other          BUSI.MGMT                  265000
## 36436   Other Engineer.Scientist                  150000
## 36437   FAANG Engineer.Scientist                  140000
## 36440   Other Engineer.Scientist                   78000
## 36442   FAANG Engineer.Scientist                  270000
## 36443   FAANG Engineer.Scientist                  228000
## 36444   Other Engineer.Scientist                  175000
## 36446   Other              Other                  162000
## 36447   FAANG Engineer.Scientist                  396000
## 36448   Other          BUSI.MGMT                  144000
## 36450   FAANG Engineer.Scientist                  208000
## 36451   Tier2          BUSI.MGMT                  181000
## 36453   FAANG          BUSI.MGMT                  340000
## 36463   FAANG Engineer.Scientist                  270000
## 36465   Tier2          BUSI.MGMT                  325000
## 36467   Other Engineer.Scientist                  265000
## 36474   Other Engineer.Scientist                  175000
## 36475   Other Engineer.Scientist                   27000
## 36476   Other Engineer.Scientist                   83000
## 36477   Tier2 Engineer.Scientist                   44000
## 36479   Other Engineer.Scientist                   87000
## 36481   Other Engineer.Scientist                  102000
## 36483   Other Engineer.Scientist                  185000
## 36484   Other Engineer.Scientist                   27000
## 36485   FAANG              Other                  216000
## 36487   FAANG Engineer.Scientist                  133000
## 36488   Tier2          BUSI.MGMT                   90000
## 36494   Other Engineer.Scientist                   64000
## 36499   FAANG Engineer.Scientist                   68000
## 36500   Other Engineer.Scientist                  421000
## 36501   Other Engineer.Scientist                  148000
## 36505   Other              Other                  195000
## 36506   Tier2 Engineer.Scientist                   12000
## 36508   FAANG Engineer.Scientist                  224000
## 36510   Tier2 Engineer.Scientist                  192000
## 36511   Tier2 Engineer.Scientist                   70000
## 36513   Tier2 Engineer.Scientist                  380000
## 36514   FAANG          BUSI.MGMT                  260000
## 36515   FAANG          BUSI.MGMT                  200000
## 36516   Other Engineer.Scientist                  236000
## 36519   Tier2 Engineer.Scientist                  150000
## 36520   FAANG          BUSI.MGMT                  370000
## 36522   Tier2 Engineer.Scientist                  110000
## 36523   Tier2 Engineer.Scientist                  288000
## 36524   Other          BUSI.MGMT                  181000
## 36525   Tier2 Engineer.Scientist                  227000
## 36527   Other          BUSI.MGMT                  145000
## 36528   Other Engineer.Scientist                  135000
## 36529   FAANG          BUSI.MGMT                  292000
## 36540   Tier2 Engineer.Scientist                  400000
## 36543   FAANG Engineer.Scientist                  449000
## 36544   Tier2 Engineer.Scientist                  160000
## 36546   FAANG          BUSI.MGMT                  211000
## 36549   FAANG Engineer.Scientist                  210000
## 36551   Other Engineer.Scientist                  171000
## 36553   Tier2 Engineer.Scientist                  202000
## 36554   Tier2          BUSI.MGMT                  235000
## 36556   Other Engineer.Scientist                  303000
## 36558   Tier2 Engineer.Scientist                  830000
## 36559   FAANG Engineer.Scientist                  509000
## 36561   Other Engineer.Scientist                  229000
## 36563   Other Engineer.Scientist                  222000
## 36564   Tier2 Engineer.Scientist                  102000
## 36567   Tier2 Engineer.Scientist                  211000
## 36568   Other Engineer.Scientist                   69000
## 36569   Tier2 Engineer.Scientist                   58000
## 36572   Other Engineer.Scientist                  165000
## 36573   Tier2 Engineer.Scientist                  109000
## 36574   Other              Other                   95000
## 36576   Tier2 Engineer.Scientist                  249000
## 36580   Tier2 Engineer.Scientist                  376000
## 36581   FAANG Engineer.Scientist                   87000
## 36588   FAANG          BUSI.MGMT                  220000
## 36592   Tier2          BUSI.MGMT                   39000
## 36595   FAANG Engineer.Scientist                  175000
## 36598   Other Engineer.Scientist                  130000
## 36600   Other              Other                  640000
## 36602   Other Engineer.Scientist                  140000
## 36605   Tier2 Engineer.Scientist                   70000
## 36609   Other          BUSI.MGMT                  304000
## 36610   Tier2 Engineer.Scientist                  118000
## 36618   Tier2          BUSI.MGMT                  300000
## 36619   Other Engineer.Scientist                  110000
## 36624   Other Engineer.Scientist                  125000
## 36626   FAANG          BUSI.MGMT                  230000
## 36632   Tier2              Other                  205000
## 36633   Other Engineer.Scientist                  200000
## 36637   FAANG          BUSI.MGMT                  233000
## 36639   Tier2 Engineer.Scientist                  310000
## 36641   Tier2 Engineer.Scientist                  200000
## 36644   FAANG Engineer.Scientist                  180000
## 36646   FAANG Engineer.Scientist                  177000
## 36647   Other Engineer.Scientist                  165000
## 36652   Tier2 Engineer.Scientist                  170000
## 36653   Tier2 Engineer.Scientist                  203000
## 36654   Tier2 Engineer.Scientist                  232000
## 36655   FAANG Engineer.Scientist                  223000
## 36657   Tier2 Engineer.Scientist                  202000
## 36659   FAANG Engineer.Scientist                  508000
## 36662   Other Engineer.Scientist                  140000
## 36663   Other Engineer.Scientist                  298000
## 36670   Tier2 Engineer.Scientist                  187000
## 36671   Tier2 Engineer.Scientist                  189000
## 36672   Other Engineer.Scientist                  136000
## 36673   FAANG Engineer.Scientist                  143000
## 36674   Tier2 Engineer.Scientist                  175000
## 36676   Other Engineer.Scientist                  120000
## 36678   FAANG              Other                  149000
## 36679   Tier2          BUSI.MGMT                   97000
## 36681   FAANG Engineer.Scientist                  254000
## 36689   FAANG Engineer.Scientist                  228000
## 36693   Other Engineer.Scientist                   42000
## 36695   Other Engineer.Scientist                  115000
## 36702   Tier2 Engineer.Scientist                  165000
## 36705   Tier2 Engineer.Scientist                  144000
## 36708   Other Engineer.Scientist                  166000
## 36712   Other Engineer.Scientist                   30000
## 36715   Tier2 Engineer.Scientist                   27000
## 36721   FAANG Engineer.Scientist                  233000
## 36722   FAANG Engineer.Scientist                  514000
## 36724   Tier2 Engineer.Scientist                  250000
## 36729   Other Engineer.Scientist                  147000
## 36730   Other Engineer.Scientist                  195000
## 36733   FAANG Engineer.Scientist                  130000
## 36735   Other              Other                  245000
## 36737   Tier2          BUSI.MGMT                  160000
## 36738   Tier2 Engineer.Scientist                  435000
## 36740   Other Engineer.Scientist                  212000
## 36741   Other Engineer.Scientist                  147000
## 36745   Tier2              Other                  474000
## 36748   Other Engineer.Scientist                  286000
## 36751   Tier2          BUSI.MGMT                  246000
## 36753   Tier2 Engineer.Scientist                   96000
## 36758   FAANG Engineer.Scientist                   53000
## 36759   FAANG Engineer.Scientist                  307000
## 36760   Tier2 Engineer.Scientist                  450000
## 36761   Tier2 Engineer.Scientist                  120000
## 36763   FAANG Engineer.Scientist                  608000
## 36767   Other              Other                  150000
## 36772   FAANG Engineer.Scientist                   65000
## 36773   FAANG Engineer.Scientist                  244000
## 36775   Other Engineer.Scientist                  158000
## 36776   Other Engineer.Scientist                  195000
## 36777   Tier2 Engineer.Scientist                  300000
## 36781   Tier2 Engineer.Scientist                   53000
## 36782   Tier2 Engineer.Scientist                  180000
## 36789   FAANG Engineer.Scientist                  220000
## 36791   FAANG Engineer.Scientist                  217000
## 36796   FAANG Engineer.Scientist                  251000
## 36797   Tier2 Engineer.Scientist                  353000
## 36798   FAANG              Other                  295000
## 36799   Tier2          BUSI.MGMT                   77000
## 36800   FAANG Engineer.Scientist                  306000
## 36802   Other Engineer.Scientist                  244000
## 36804   Tier2 Engineer.Scientist                  304000
## 36810   Tier2 Engineer.Scientist                  180000
## 36812   FAANG Engineer.Scientist                  411000
## 36814   Tier2              Other                  150000
## 36816   FAANG Engineer.Scientist                   70000
## 36817   Other Engineer.Scientist                  110000
## 36819   Other Engineer.Scientist                  143000
## 36823   Tier2 Engineer.Scientist                  146000
## 36825   Other Engineer.Scientist                  183000
## 36829   FAANG Engineer.Scientist                  384000
## 36830   FAANG Engineer.Scientist                  232000
## 36833   FAANG Engineer.Scientist                  276000
## 36835   Tier2 Engineer.Scientist                  210000
## 36838   FAANG Engineer.Scientist                  227000
## 36839   Other          BUSI.MGMT                  350000
## 36840   Tier2 Engineer.Scientist                  135000
## 36844   Other Engineer.Scientist                  132000
## 36846   FAANG          BUSI.MGMT                  160000
## 36847   Tier2 Engineer.Scientist                  138000
## 36850   Other Engineer.Scientist                  700000
## 36851   Tier2 Engineer.Scientist                  158000
## 36852   FAANG Engineer.Scientist                  363000
## 36854   Other Engineer.Scientist                   64000
## 36856   FAANG          BUSI.MGMT                  280000
## 36860   FAANG Engineer.Scientist                  252000
## 36861   Tier2 Engineer.Scientist                  650000
## 36862   Other Engineer.Scientist                  198000
## 36863   FAANG          BUSI.MGMT                  210000
## 36865   Tier2 Engineer.Scientist                  103000
## 36866   FAANG Engineer.Scientist                  300000
## 36867   FAANG Engineer.Scientist                  150000
## 36869   FAANG          BUSI.MGMT                  275000
## 36872   FAANG Engineer.Scientist                  291000
## 36873   Other Engineer.Scientist                  174000
## 36874   Other Engineer.Scientist                  190000
## 36875   Other          BUSI.MGMT                  105000
## 36877   FAANG          BUSI.MGMT                  193000
## 36878   FAANG Engineer.Scientist                  361000
## 36879   Tier2 Engineer.Scientist                  195000
## 36880   Other Engineer.Scientist                  118000
## 36883   Tier2 Engineer.Scientist                  230000
## 36884   Tier2 Engineer.Scientist                  205000
## 36885   FAANG Engineer.Scientist                  441000
## 36886   Other Engineer.Scientist                  170000
## 36887   Tier2 Engineer.Scientist                  145000
## 36888   FAANG Engineer.Scientist                  190000
## 36889   Other          BUSI.MGMT                   65000
## 36891   Other Engineer.Scientist                  220000
## 36892   Tier2 Engineer.Scientist                  161000
## 36893   Tier2 Engineer.Scientist                  117000
## 36896   Other Engineer.Scientist                  470000
## 36897   Tier2 Engineer.Scientist                  288000
## 36899   Other Engineer.Scientist                   42000
## 36900   FAANG Engineer.Scientist                  262000
## 36901   Other          BUSI.MGMT                  167000
## 36902   Other Engineer.Scientist                  193000
## 36904   FAANG Engineer.Scientist                  176000
## 36906   Other          BUSI.MGMT                  282000
## 36913   Other Engineer.Scientist                  105000
## 36915   FAANG Engineer.Scientist                  202000
## 36916   FAANG Engineer.Scientist                  335000
## 36917   Tier2          BUSI.MGMT                  166000
## 36920   Other Engineer.Scientist                  143000
## 36926   Tier2          BUSI.MGMT                  107000
## 36927   Other Engineer.Scientist                  120000
## 36928   FAANG Engineer.Scientist                  260000
## 36929   Other Engineer.Scientist                  180000
## 36933   Other Engineer.Scientist                  100000
## 36937   Tier2 Engineer.Scientist                  169000
## 36940   Other Engineer.Scientist                   27000
## 36948   FAANG Engineer.Scientist                  185000
## 36951   Other Engineer.Scientist                  186000
## 36952   Other Engineer.Scientist                   88000
## 36953   Other Engineer.Scientist                  158000
## 36957   Tier2          BUSI.MGMT                  272000
## 36958   FAANG Engineer.Scientist                  322000
## 36962   Other Engineer.Scientist                  228000
## 36967   FAANG              Other                  229000
## 36969   Other Engineer.Scientist                   51000
## 36973   Tier2 Engineer.Scientist                   51000
## 36975   Other Engineer.Scientist                  150000
## 36976   Tier2          BUSI.MGMT                  180000
## 36977   Other Engineer.Scientist                  124000
## 36984   FAANG          BUSI.MGMT                  250000
## 36986   Other Engineer.Scientist                  114000
## 36989   Tier2          BUSI.MGMT                  229000
## 36994   FAANG Engineer.Scientist                  154000
## 36997   Tier2 Engineer.Scientist                  182000
## 36998   Other Engineer.Scientist                   25000
## 37002   Other Engineer.Scientist                  281000
## 37004   Other Engineer.Scientist                  200000
## 37007   Other Engineer.Scientist                  200000
## 37008   FAANG Engineer.Scientist                  102000
## 37009   FAANG Engineer.Scientist                  195000
## 37015   Other Engineer.Scientist                  104000
## 37016   FAANG              Other                  237000
## 37020   Other Engineer.Scientist                  171000
## 37022   FAANG Engineer.Scientist                  342000
## 37025   FAANG Engineer.Scientist                  265000
## 37027   Tier2          BUSI.MGMT                  850000
## 37029   Tier2 Engineer.Scientist                  233000
## 37030   Tier2 Engineer.Scientist                  137000
## 37031   Other          BUSI.MGMT                  343000
## 37034   FAANG          BUSI.MGMT                  252000
## 37038   FAANG Engineer.Scientist                  356000
## 37039   Other Engineer.Scientist                   99000
## 37040   Other Engineer.Scientist                   97000
## 37045   FAANG Engineer.Scientist                  240000
## 37046   FAANG Engineer.Scientist                  502000
## 37047   Tier2          BUSI.MGMT                  415000
## 37048   FAANG Engineer.Scientist                  362000
## 37049   FAANG              Other                  200000
## 37053   Tier2 Engineer.Scientist                   41000
## 37054   Other Engineer.Scientist                   85000
## 37055   Other Engineer.Scientist                   95000
## 37056   Other          BUSI.MGMT                  165000
## 37057   Other Engineer.Scientist                  137000
## 37064   Tier2          BUSI.MGMT                  100000
## 37065   FAANG Engineer.Scientist                  353000
## 37066   Other Engineer.Scientist                   39000
## 37068   FAANG Engineer.Scientist                  378000
## 37070   Other Engineer.Scientist                  120000
## 37071   Other Engineer.Scientist                  187000
## 37072   FAANG Engineer.Scientist                  292000
## 37073   Tier2 Engineer.Scientist                   92000
## 37074   Tier2 Engineer.Scientist                  191000
## 37078   Tier2 Engineer.Scientist                  138000
## 37079   FAANG Engineer.Scientist                  296000
## 37085   Other Engineer.Scientist                  280000
## 37093   FAANG Engineer.Scientist                  146000
## 37094   Tier2 Engineer.Scientist                  144000
## 37095   FAANG Engineer.Scientist                  371000
## 37096   FAANG Engineer.Scientist                  107000
## 37097   Tier2              Other                  113000
## 37098   Other Engineer.Scientist                  250000
## 37104   Other Engineer.Scientist                  217000
## 37106   Tier2 Engineer.Scientist                  126000
## 37108   Tier2 Engineer.Scientist                  454000
## 37109   Other Engineer.Scientist                   79000
## 37110   Other Engineer.Scientist                   66000
## 37112   Other Engineer.Scientist                  216000
## 37113   Other Engineer.Scientist                  300000
## 37114   Other Engineer.Scientist                  310000
## 37115   Other Engineer.Scientist                  180000
## 37116   Tier2 Engineer.Scientist                  119000
## 37119   Tier2          BUSI.MGMT                  130000
## 37122   FAANG Engineer.Scientist                  179000
## 37126   Other Engineer.Scientist                  240000
## 37128   Tier2 Engineer.Scientist                  380000
## 37129   FAANG          BUSI.MGMT                  144000
## 37137   Tier2          BUSI.MGMT                  220000
## 37138   Other Engineer.Scientist                   21000
## 37140   Other Engineer.Scientist                  163000
## 37144   Tier2              Other                  102000
## 37145   Other              Other                  138000
## 37149   FAANG              Other                  209000
## 37151   FAANG Engineer.Scientist                  373000
## 37152   Other Engineer.Scientist                  262000
## 37153   Other Engineer.Scientist                  180000
## 37155   Other Engineer.Scientist                  110000
## 37156   Tier2          BUSI.MGMT                  300000
## 37158   Tier2 Engineer.Scientist                  156000
## 37160   FAANG Engineer.Scientist                  288000
## 37161   FAANG Engineer.Scientist                  665000
## 37162   Other Engineer.Scientist                  145000
## 37163   Tier2          BUSI.MGMT                  260000
## 37165   Tier2 Engineer.Scientist                  275000
## 37170   Other Engineer.Scientist                  115000
## 37172   FAANG Engineer.Scientist                  320000
## 37173   Other Engineer.Scientist                  156000
## 37176   Other Engineer.Scientist                  263000
## 37182   FAANG Engineer.Scientist                  166000
## 37183   Tier2 Engineer.Scientist                  311000
## 37185   FAANG Engineer.Scientist                  170000
## 37187   Tier2 Engineer.Scientist                  200000
## 37191   FAANG Engineer.Scientist                  179000
## 37193   FAANG Engineer.Scientist                  570000
## 37195   Other Engineer.Scientist                   96000
## 37198   FAANG              Other                  133000
## 37199   Other Engineer.Scientist                  100000
## 37200   Other          BUSI.MGMT                  300000
## 37201   Other          BUSI.MGMT                   83000
## 37202   Tier2 Engineer.Scientist                   41000
## 37205   Tier2 Engineer.Scientist                  176000
## 37209   Tier2 Engineer.Scientist                   22000
## 37210   Other Engineer.Scientist                   85000
## 37211   FAANG Engineer.Scientist                  375000
## 37212   Tier2          BUSI.MGMT                  300000
## 37213   Tier2              Other                  425000
## 37214   Other          BUSI.MGMT                  242000
## 37215   Other              Other                  192000
## 37217   FAANG              Other                  146000
## 37219   Tier2 Engineer.Scientist                  160000
## 37223   Tier2 Engineer.Scientist                  240000
## 37224   FAANG Engineer.Scientist                  159000
## 37225   Other Engineer.Scientist                  285000
## 37228   Tier2          BUSI.MGMT                  305000
## 37231   Other          BUSI.MGMT                  127000
## 37236   FAANG Engineer.Scientist                  337000
## 37238   Other              Other                  760000
## 37240   Tier2 Engineer.Scientist                   55000
## 37241   FAANG Engineer.Scientist                  201000
## 37242   Tier2 Engineer.Scientist                  174000
## 37243   Tier2 Engineer.Scientist                   34000
## 37245   Tier2 Engineer.Scientist                  287000
## 37246   Other Engineer.Scientist                  101000
## 37250   FAANG Engineer.Scientist                  250000
## 37251   Other Engineer.Scientist                  195000
## 37253   Other Engineer.Scientist                  117000
## 37255   FAANG Engineer.Scientist                  291000
## 37256   FAANG          BUSI.MGMT                  210000
## 37257   Other          BUSI.MGMT                  221000
## 37258   Tier2 Engineer.Scientist                   14000
## 37259   Tier2 Engineer.Scientist                  182000
## 37267   FAANG Engineer.Scientist                  164000
## 37268   Tier2          BUSI.MGMT                  200000
## 37270   FAANG Engineer.Scientist                  352000
## 37271   Other Engineer.Scientist                  200000
## 37274   FAANG Engineer.Scientist                  195000
## 37275   Other Engineer.Scientist                  140000
## 37277   FAANG Engineer.Scientist                  220000
## 37281   Other Engineer.Scientist                  141000
## 37283   FAANG          BUSI.MGMT                  187000
## 37286   FAANG Engineer.Scientist                  400000
## 37289   Tier2 Engineer.Scientist                  126000
## 37291   Other Engineer.Scientist                  229000
## 37292   FAANG              Other                  210000
## 37295   Other Engineer.Scientist                  445000
## 37300   Tier2 Engineer.Scientist                  232000
## 37302   FAANG Engineer.Scientist                  376000
## 37303   Tier2 Engineer.Scientist                  340000
## 37304   Tier2 Engineer.Scientist                  385000
## 37306   Tier2          BUSI.MGMT                  330000
## 37307   Tier2 Engineer.Scientist                  274000
## 37311   Other          BUSI.MGMT                  199000
## 37312   Other Engineer.Scientist                   14000
## 37313   Other          BUSI.MGMT                  115000
## 37314   Tier2          BUSI.MGMT                  270000
## 37317   Other Engineer.Scientist                  137000
## 37320   Other              Other                  204000
## 37321   Other          BUSI.MGMT                  231000
## 37324   Tier2          BUSI.MGMT                  107000
## 37325   Tier2          BUSI.MGMT                  286000
## 37327   Tier2 Engineer.Scientist                   14000
## 37328   Tier2 Engineer.Scientist                  194000
## 37330   FAANG Engineer.Scientist                  110000
## 37333   Other Engineer.Scientist                   24000
## 37335   Other Engineer.Scientist                  260000
## 37336   Tier2          BUSI.MGMT                  225000
## 37340   Tier2 Engineer.Scientist                  160000
## 37343   FAANG Engineer.Scientist                  232000
## 37344   Tier2 Engineer.Scientist                  377000
## 37348   FAANG Engineer.Scientist                  268000
## 37349   Tier2 Engineer.Scientist                  502000
## 37351   Tier2 Engineer.Scientist                  295000
## 37352   Tier2 Engineer.Scientist                   14000
## 37353   FAANG Engineer.Scientist                  445000
## 37354   FAANG Engineer.Scientist                  325000
## 37356   Tier2 Engineer.Scientist                  490000
## 37360   Other Engineer.Scientist                  160000
## 37362   FAANG Engineer.Scientist                  344000
## 37363   FAANG Engineer.Scientist                  340000
## 37365   Other          BUSI.MGMT                   52000
## 37366   Tier2 Engineer.Scientist                  178000
## 37370   Tier2 Engineer.Scientist                  155000
## 37371   FAANG Engineer.Scientist                  170000
## 37376   FAANG Engineer.Scientist                  519000
## 37385   Other Engineer.Scientist                   81000
## 37391   FAANG          BUSI.MGMT                  235000
## 37392   Other Engineer.Scientist                  282000
## 37394   Other Engineer.Scientist                   98000
## 37399   FAANG              Other                  170000
## 37400   Other Engineer.Scientist                   47000
## 37402   Tier2 Engineer.Scientist                  290000
## 37403   Tier2          BUSI.MGMT                  160000
## 37406   FAANG Engineer.Scientist                  190000
## 37407   FAANG Engineer.Scientist                   40000
## 37408   Other Engineer.Scientist                  111000
## 37411   FAANG              Other                  235000
## 37413   Tier2 Engineer.Scientist                  131000
## 37414   Tier2 Engineer.Scientist                  169000
## 37417   Tier2 Engineer.Scientist                  300000
## 37419   Tier2 Engineer.Scientist                  165000
## 37423   FAANG Engineer.Scientist                  197000
## 37425   Tier2 Engineer.Scientist                  189000
## 37428   Other Engineer.Scientist                   32000
## 37433   Other Engineer.Scientist                  129000
## 37434   FAANG Engineer.Scientist                  261000
## 37435   FAANG Engineer.Scientist                  210000
## 37436   FAANG Engineer.Scientist                  245000
## 37437   Other Engineer.Scientist                  214000
## 37438   FAANG Engineer.Scientist                  240000
## 37440   Other Engineer.Scientist                  265000
## 37441   Other Engineer.Scientist                  186000
## 37447   Other Engineer.Scientist                  152000
## 37450   FAANG Engineer.Scientist                  177000
## 37453   Other Engineer.Scientist                  268000
## 37454   FAANG Engineer.Scientist                  252000
## 37456   Other              Other                  125000
## 37457   FAANG Engineer.Scientist                  645000
## 37459   Other Engineer.Scientist                  275000
## 37461   Tier2 Engineer.Scientist                  270000
## 37463   FAANG Engineer.Scientist                  800000
## 37464   Tier2              Other                  520000
## 37466   Other          BUSI.MGMT                  300000
## 37468   Other          BUSI.MGMT                  152000
## 37469   FAANG Engineer.Scientist                  168000
## 37470   Other Engineer.Scientist                  285000
## 37472   FAANG Engineer.Scientist                  215000
## 37473   FAANG Engineer.Scientist                  275000
## 37475   Other Engineer.Scientist                  128000
## 37477   Tier2          BUSI.MGMT                  207000
## 37486   Tier2 Engineer.Scientist                  183000
## 37489   Other Engineer.Scientist                  306000
## 37494   Tier2 Engineer.Scientist                   12000
## 37495   Tier2 Engineer.Scientist                  298000
## 37498   Tier2              Other                  113000
## 37499   Other Engineer.Scientist                  402000
## 37506   Other Engineer.Scientist                  191000
## 37507   Tier2 Engineer.Scientist                  268000
## 37509   FAANG Engineer.Scientist                  130000
## 37510   Tier2 Engineer.Scientist                  276000
## 37511   Other          BUSI.MGMT                  116000
## 37513   FAANG Engineer.Scientist                  333000
## 37514   Tier2 Engineer.Scientist                   43000
## 37515   Tier2              Other                  236000
## 37516   Other          BUSI.MGMT                  152000
## 37520   Tier2 Engineer.Scientist                  280000
## 37529   Tier2 Engineer.Scientist                   38000
## 37532   Tier2 Engineer.Scientist                  185000
## 37533   FAANG Engineer.Scientist                  210000
## 37536   Tier2 Engineer.Scientist                  261000
## 37541   Other              Other                   73000
## 37542   Tier2 Engineer.Scientist                  221000
## 37543   Other Engineer.Scientist                  421000
## 37547   Other              Other                  107000
## 37548   Other Engineer.Scientist                   78000
## 37550   Other Engineer.Scientist                  114000
## 37551   Tier2 Engineer.Scientist                   94000
## 37552   FAANG Engineer.Scientist                  359000
## 37554   FAANG Engineer.Scientist                  201000
## 37558   Other          BUSI.MGMT                  145000
## 37559   Tier2          BUSI.MGMT                   88000
## 37565   FAANG          BUSI.MGMT                  425000
## 37566   Other Engineer.Scientist                  202000
## 37568   FAANG          BUSI.MGMT                  288000
## 37569   Tier2          BUSI.MGMT                   93000
## 37570   Other          BUSI.MGMT                   78000
## 37571   Other Engineer.Scientist                  330000
## 37572   Tier2 Engineer.Scientist                  223000
## 37573   Tier2          BUSI.MGMT                  188000
## 37574   Tier2          BUSI.MGMT                  332000
## 37575   Other Engineer.Scientist                  155000
## 37576   Tier2 Engineer.Scientist                  160000
## 37577   Other              Other                  138000
## 37578   Tier2 Engineer.Scientist                  199000
## 37579   Other Engineer.Scientist                  509000
## 37580   FAANG              Other                  178000
## 37586   Other Engineer.Scientist                  140000
## 37587   FAANG          BUSI.MGMT                  250000
## 37593   Tier2          BUSI.MGMT                  154000
## 37595   Other Engineer.Scientist                  145000
## 37599   Other          BUSI.MGMT                   60000
## 37601   FAANG Engineer.Scientist                  166000
## 37602   Other Engineer.Scientist                  500000
## 37605   Tier2 Engineer.Scientist                   57000
## 37607   Tier2          BUSI.MGMT                   64000
## 37608   Tier2          BUSI.MGMT                   52000
## 37609   Other          BUSI.MGMT                   90000
## 37610   Other              Other                  142000
## 37612   FAANG Engineer.Scientist                  237000
## 37623   Other Engineer.Scientist                   40000
## 37624   Tier2 Engineer.Scientist                   85000
## 37628   FAANG          BUSI.MGMT                  295000
## 37630   Other Engineer.Scientist                  300000
## 37631   Other          BUSI.MGMT                  281000
## 37633   Tier2 Engineer.Scientist                  104000
## 37635   Other Engineer.Scientist                   47000
## 37639   Other Engineer.Scientist                  183000
## 37640   Other Engineer.Scientist                  171000
## 37643   Other          BUSI.MGMT                  110000
## 37649   Other Engineer.Scientist                  190000
## 37650   Tier2 Engineer.Scientist                  110000
## 37651   Tier2 Engineer.Scientist                  190000
## 37654   Tier2 Engineer.Scientist                  208000
## 37657   Other          BUSI.MGMT                  128000
## 37662   Tier2              Other                  248000
## 37663   Other Engineer.Scientist                  320000
## 37664   Tier2 Engineer.Scientist                   47000
## 37665   Other Engineer.Scientist                   60000
## 37673   FAANG          BUSI.MGMT                  222000
## 37674   FAANG          BUSI.MGMT                  180000
## 37676   Tier2          BUSI.MGMT                  250000
## 37678   Other Engineer.Scientist                  600000
## 37680   FAANG Engineer.Scientist                  342000
## 37682   Other          BUSI.MGMT                  136000
## 37683   Tier2 Engineer.Scientist                  152000
## 37684   FAANG Engineer.Scientist                  329000
## 37687   Other Engineer.Scientist                  159000
## 37688   Tier2          BUSI.MGMT                   74000
## 37696   Tier2 Engineer.Scientist                  201000
## 37705   Other Engineer.Scientist                  143000
## 37707   Other Engineer.Scientist                  150000
## 37708   Tier2              Other                   58000
## 37715   Other Engineer.Scientist                  380000
## 37718   Other Engineer.Scientist                  108000
## 37720   Other              Other                  174000
## 37721   Other Engineer.Scientist                  238000
## 37725   Tier2          BUSI.MGMT                  186000
## 37726   Tier2          BUSI.MGMT                   96000
## 37728   Other Engineer.Scientist                  174000
## 37730   Other Engineer.Scientist                   41000
## 37738   Tier2 Engineer.Scientist                  220000
## 37741   Tier2 Engineer.Scientist                   85000
## 37743   Tier2 Engineer.Scientist                  286000
## 37744   FAANG Engineer.Scientist                  246000
## 37749   Tier2 Engineer.Scientist                  110000
## 37750   Tier2 Engineer.Scientist                  410000
## 37751   FAANG Engineer.Scientist                  143000
## 37752   FAANG Engineer.Scientist                  215000
## 37758   Tier2          BUSI.MGMT                  240000
## 37761   FAANG Engineer.Scientist                  150000
## 37762   FAANG          BUSI.MGMT                  260000
## 37764   Other Engineer.Scientist                  360000
## 37765   FAANG Engineer.Scientist                  240000
## 37770   FAANG          BUSI.MGMT                  439000
## 37776   FAANG Engineer.Scientist                   40000
## 37778   Other Engineer.Scientist                  105000
## 37780   Tier2 Engineer.Scientist                  100000
## 37782   FAANG          BUSI.MGMT                  324000
## 37785   Other Engineer.Scientist                   63000
## 37788   Other Engineer.Scientist                  132000
## 37789   Tier2 Engineer.Scientist                  184000
## 37790   Tier2          BUSI.MGMT                  215000
## 37794   FAANG Engineer.Scientist                  216000
## 37798   Tier2 Engineer.Scientist                   89000
## 37799   FAANG Engineer.Scientist                  457000
## 37800   FAANG Engineer.Scientist                  168000
## 37801   Other Engineer.Scientist                   55000
## 37803   Other Engineer.Scientist                   53000
## 37807   FAANG Engineer.Scientist                  334000
## 37810   Tier2 Engineer.Scientist                  182000
## 37812   FAANG Engineer.Scientist                  173000
## 37817   Other Engineer.Scientist                  110000
## 37818   Other Engineer.Scientist                  186000
## 37820   FAANG Engineer.Scientist                  226000
## 37821   Tier2 Engineer.Scientist                  120000
## 37823   FAANG Engineer.Scientist                  198000
## 37825   FAANG Engineer.Scientist                  261000
## 37826   Other Engineer.Scientist                   60000
## 37828   Other Engineer.Scientist                   37000
## 37833   Other Engineer.Scientist                  400000
## 37834   Other Engineer.Scientist                  125000
## 37839   Other Engineer.Scientist                  386000
## 37842   FAANG Engineer.Scientist                  334000
## 37845   Other Engineer.Scientist                  350000
## 37846   Tier2 Engineer.Scientist                  400000
## 37847   Tier2 Engineer.Scientist                  421000
## 37852   Tier2 Engineer.Scientist                  170000
## 37854   Tier2 Engineer.Scientist                   93000
## 37857   Tier2 Engineer.Scientist                  209000
## 37858   Other Engineer.Scientist                   21000
## 37859   Tier2 Engineer.Scientist                  125000
## 37860   Tier2 Engineer.Scientist                  525000
## 37861   Other Engineer.Scientist                   93000
## 37864   Other Engineer.Scientist                  150000
## 37865   Tier2 Engineer.Scientist                  158000
## 37866   FAANG Engineer.Scientist                  372000
## 37867   FAANG Engineer.Scientist                  700000
## 37868   Tier2 Engineer.Scientist                  240000
## 37869   FAANG Engineer.Scientist                  363000
## 37871   Other Engineer.Scientist                  140000
## 37876   Other Engineer.Scientist                  122000
## 37877   Other          BUSI.MGMT                   79000
## 37878   Other Engineer.Scientist                  194000
## 37883   Other Engineer.Scientist                  132000
## 37884   FAANG Engineer.Scientist                  160000
## 37886   Tier2 Engineer.Scientist                  300000
## 37887   Other          BUSI.MGMT                  100000
## 37893   Other Engineer.Scientist                  237000
## 37894   FAANG Engineer.Scientist                  223000
## 37898   Tier2 Engineer.Scientist                  115000
## 37907   FAANG              Other                   73000
## 37910   FAANG Engineer.Scientist                  310000
## 37913   Other Engineer.Scientist                   31000
## 37917   FAANG Engineer.Scientist                  186000
## 37920   Other Engineer.Scientist                  160000
## 37921   Other Engineer.Scientist                  350000
## 37922   Other              Other                  179000
## 37924   Other Engineer.Scientist                  188000
## 37925   FAANG Engineer.Scientist                  150000
## 37926   FAANG Engineer.Scientist                  418000
## 37927   Other Engineer.Scientist                  500000
## 37931   Tier2 Engineer.Scientist                  304000
## 37933   Tier2          BUSI.MGMT                  220000
## 37935   Tier2          BUSI.MGMT                  182000
## 37937   Other          BUSI.MGMT                  163000
## 37938   Tier2          BUSI.MGMT                   40000
## 37939   Tier2 Engineer.Scientist                   99000
## 37942   Other Engineer.Scientist                  145000
## 37945   Other Engineer.Scientist                   42000
## 37949   Other          BUSI.MGMT                  255000
## 37953   Tier2 Engineer.Scientist                  121000
## 37954   FAANG Engineer.Scientist                  168000
## 37961   Other Engineer.Scientist                  160000
## 37964   Tier2          BUSI.MGMT                  200000
## 37967   Other Engineer.Scientist                   10000
## 37973   Other Engineer.Scientist                   10000
## 37974   Other Engineer.Scientist                  173000
## 37977   Other Engineer.Scientist                  203000
## 37978   Other              Other                   90000
## 37979   Tier2 Engineer.Scientist                  275000
## 37980   Other Engineer.Scientist                  288000
## 37981   Tier2 Engineer.Scientist                  103000
## 37982   Other Engineer.Scientist                  155000
## 37989   Other Engineer.Scientist                  324000
## 37991   Other Engineer.Scientist                  221000
## 37993   Other          BUSI.MGMT                  104000
## 37997   FAANG          BUSI.MGMT                  122000
## 37998   Tier2 Engineer.Scientist                  124000
## 38002   FAANG Engineer.Scientist                  223000
## 38003   FAANG              Other                  280000
## 38005   Other Engineer.Scientist                  840000
## 38008   FAANG Engineer.Scientist                  545000
## 38009   Other Engineer.Scientist                   75000
## 38013   Tier2 Engineer.Scientist                  475000
## 38015   Other Engineer.Scientist                  147000
## 38016   Other Engineer.Scientist                   83000
## 38017   Other Engineer.Scientist                  149000
## 38018   Other Engineer.Scientist                   38000
## 38019   FAANG Engineer.Scientist                  345000
## 38021   FAANG Engineer.Scientist                  251000
## 38024   FAANG          BUSI.MGMT                  310000
## 38030   Tier2 Engineer.Scientist                  650000
## 38033   FAANG Engineer.Scientist                  214000
## 38034   FAANG Engineer.Scientist                  190000
## 38037   Other Engineer.Scientist                  286000
## 38038   Other Engineer.Scientist                  143000
## 38040   Other Engineer.Scientist                  123000
## 38042   FAANG          BUSI.MGMT                  240000
## 38044   FAANG              Other                  295000
## 38045   FAANG              Other                   57000
## 38048   Tier2          BUSI.MGMT                  440000
## 38050   Other Engineer.Scientist                  171000
## 38056   Other Engineer.Scientist                   96000
## 38058   Other Engineer.Scientist                  128000
## 38059   FAANG Engineer.Scientist                  255000
## 38061   Other Engineer.Scientist                  115000
## 38063   Other          BUSI.MGMT                  120000
## 38064   Other Engineer.Scientist                  184000
## 38067   Other Engineer.Scientist                  102000
## 38069   Tier2 Engineer.Scientist                  390000
## 38074   FAANG Engineer.Scientist                  294000
## 38076   Tier2 Engineer.Scientist                  192000
## 38079   Other Engineer.Scientist                   64000
## 38083   Other Engineer.Scientist                  315000
## 38086   Tier2          BUSI.MGMT                  291000
## 38087   Tier2 Engineer.Scientist                  360000
## 38088   Other Engineer.Scientist                  122000
## 38094   Tier2          BUSI.MGMT                  235000
## 38097   Other Engineer.Scientist                  126000
## 38099   FAANG Engineer.Scientist                  173000
## 38100   Tier2 Engineer.Scientist                   72000
## 38102   Other Engineer.Scientist                   73000
## 38103   Tier2          BUSI.MGMT                  300000
## 38105   Other Engineer.Scientist                  103000
## 38106   Other Engineer.Scientist                  205000
## 38107   Other Engineer.Scientist                  117000
## 38113   Other          BUSI.MGMT                  265000
## 38114   Other Engineer.Scientist                   72000
## 38116   Tier2          BUSI.MGMT                  288000
## 38118   Tier2 Engineer.Scientist                  311000
## 38119   Other Engineer.Scientist                  110000
## 38122   Tier2 Engineer.Scientist                  256000
## 38123   Tier2 Engineer.Scientist                  138000
## 38132   FAANG Engineer.Scientist                  236000
## 38135   Tier2 Engineer.Scientist                  175000
## 38140   FAANG Engineer.Scientist                  315000
## 38142   Other Engineer.Scientist                  258000
## 38143   Other Engineer.Scientist                  365000
## 38144   Other Engineer.Scientist                  279000
## 38145   Other Engineer.Scientist                  200000
## 38146   FAANG          BUSI.MGMT                  232000
## 38147   Tier2 Engineer.Scientist                   75000
## 38148   Other Engineer.Scientist                  210000
## 38152   Other Engineer.Scientist                   90000
## 38155   Other Engineer.Scientist                  140000
## 38157   Tier2 Engineer.Scientist                  144000
## 38159   Other          BUSI.MGMT                  163000
## 38161   Other Engineer.Scientist                   85000
## 38163   Tier2          BUSI.MGMT                   78000
## 38164   Other Engineer.Scientist                  330000
## 38173   FAANG Engineer.Scientist                   31000
## 38174   Other Engineer.Scientist                  308000
## 38175   Other              Other                  121000
## 38176   Tier2 Engineer.Scientist                   61000
## 38184   Tier2 Engineer.Scientist                  138000
## 38187   Other          BUSI.MGMT                  160000
## 38191   Other Engineer.Scientist                   70000
## 38194   FAANG Engineer.Scientist                  314000
## 38198   FAANG          BUSI.MGMT                  120000
## 38200   Tier2 Engineer.Scientist                   90000
## 38201   FAANG Engineer.Scientist                  270000
## 38205   FAANG Engineer.Scientist                  325000
## 38206   Tier2 Engineer.Scientist                   79000
## 38208   Other Engineer.Scientist                   92000
## 38214   Tier2 Engineer.Scientist                  224000
## 38216   FAANG Engineer.Scientist                   86000
## 38218   FAANG Engineer.Scientist                  550000
## 38219   Tier2 Engineer.Scientist                  290000
## 38220   Other Engineer.Scientist                   30000
## 38223   Other Engineer.Scientist                  250000
## 38224   Other Engineer.Scientist                  152000
## 38226   Tier2 Engineer.Scientist                  414000
## 38228   Other          BUSI.MGMT                  247000
## 38229   FAANG Engineer.Scientist                  277000
## 38230   Other Engineer.Scientist                  101000
## 38231   Tier2          BUSI.MGMT                  421000
## 38232   FAANG              Other                  400000
## 38233   FAANG Engineer.Scientist                  338000
## 38234   Other Engineer.Scientist                  170000
## 38235   Tier2 Engineer.Scientist                   61000
## 38238   FAANG Engineer.Scientist                  330000
## 38240   Other Engineer.Scientist                  150000
## 38242   Tier2          BUSI.MGMT                  355000
## 38244   Other Engineer.Scientist                  360000
## 38246   Other Engineer.Scientist                  122000
## 38248   Tier2 Engineer.Scientist                  165000
## 38253   FAANG Engineer.Scientist                  109000
## 38255   FAANG Engineer.Scientist                  238000
## 38257   FAANG              Other                  194000
## 38264   Tier2 Engineer.Scientist                  262000
## 38267   Tier2          BUSI.MGMT                  200000
## 38271   Other Engineer.Scientist                  115000
## 38274   FAANG          BUSI.MGMT                  130000
## 38275   Tier2 Engineer.Scientist                   27000
## 38277   FAANG          BUSI.MGMT                  165000
## 38278   Other Engineer.Scientist                   80000
## 38279   FAANG              Other                  220000
## 38280   Tier2          BUSI.MGMT                  151000
## 38283   FAANG          BUSI.MGMT                  211000
## 38284   Other Engineer.Scientist                  350000
## 38286   Other Engineer.Scientist                  244000
## 38287   FAANG Engineer.Scientist                  192000
## 38288   Other Engineer.Scientist                  183000
## 38290   Other Engineer.Scientist                  320000
## 38298   FAANG              Other                  220000
## 38299   Other          BUSI.MGMT                  610000
## 38300   Other Engineer.Scientist                   48000
## 38305   FAANG Engineer.Scientist                  170000
## 38316   Tier2 Engineer.Scientist                  143000
## 38319   Tier2          BUSI.MGMT                   32000
## 38320   Tier2 Engineer.Scientist                  132000
## 38322   Other Engineer.Scientist                   95000
## 38326   Tier2          BUSI.MGMT                  294000
## 38327   FAANG          BUSI.MGMT                  132000
## 38328   Tier2 Engineer.Scientist                  120000
## 38329   Other Engineer.Scientist                  185000
## 38334   FAANG              Other                  198000
## 38335   Tier2 Engineer.Scientist                  111000
## 38337   Other Engineer.Scientist                  116000
## 38338   Tier2          BUSI.MGMT                  223000
## 38339   FAANG Engineer.Scientist                  193000
## 38342   Other              Other                  140000
## 38343   Tier2          BUSI.MGMT                  140000
## 38344   FAANG Engineer.Scientist                  319000
## 38345   FAANG Engineer.Scientist                  161000
## 38347   Other Engineer.Scientist                  160000
## 38348   Other Engineer.Scientist                  120000
## 38349   Tier2 Engineer.Scientist                  370000
## 38355   Other              Other                  179000
## 38356   FAANG Engineer.Scientist                  160000
## 38357   Other Engineer.Scientist                  140000
## 38358   Tier2          BUSI.MGMT                  508000
## 38359   Other Engineer.Scientist                  193000
## 38361   Other Engineer.Scientist                  145000
## 38362   Other Engineer.Scientist                  128000
## 38363   Other Engineer.Scientist                  140000
## 38364   FAANG Engineer.Scientist                  129000
## 38367   Other Engineer.Scientist                  412000
## 38371   Other Engineer.Scientist                   70000
## 38374   Other          BUSI.MGMT                  290000
## 38376   FAANG          BUSI.MGMT                  164000
## 38378   Tier2 Engineer.Scientist                  201000
## 38382   Other Engineer.Scientist                  116000
## 38386   Tier2 Engineer.Scientist                   62000
## 38388   Tier2 Engineer.Scientist                  188000
## 38390   FAANG Engineer.Scientist                   97000
## 38393   Tier2          BUSI.MGMT                   57000
## 38396   Tier2 Engineer.Scientist                  198000
## 38398   FAANG          BUSI.MGMT                  317000
## 38407   Other Engineer.Scientist                  106000
## 38408   Tier2 Engineer.Scientist                  232000
## 38410   Tier2 Engineer.Scientist                  175000
## 38411   FAANG Engineer.Scientist                  257000
## 38412   Tier2 Engineer.Scientist                  179000
## 38415   Tier2 Engineer.Scientist                  198000
## 38417   FAANG Engineer.Scientist                  152000
## 38419   Tier2 Engineer.Scientist                  328000
## 38420   Tier2 Engineer.Scientist                  110000
## 38424   Other Engineer.Scientist                   21000
## 38429   Tier2              Other                  200000
## 38430   Other Engineer.Scientist                  371000
## 38431   Other Engineer.Scientist                   71000
## 38434   Other Engineer.Scientist                  440000
## 38438   Other          BUSI.MGMT                  147000
## 38441   Tier2 Engineer.Scientist                  169000
## 38445   FAANG          BUSI.MGMT                  229000
## 38453   Other Engineer.Scientist                  129000
## 38454   FAANG Engineer.Scientist                  310000
## 38456   Other Engineer.Scientist                  110000
## 38457   FAANG Engineer.Scientist                  250000
## 38459   Tier2          BUSI.MGMT                  138000
## 38460   FAANG Engineer.Scientist                  121000
## 38461   Other Engineer.Scientist                  189000
## 38463   Tier2 Engineer.Scientist                  430000
## 38464   FAANG Engineer.Scientist                  295000
## 38466   Tier2 Engineer.Scientist                   65000
## 38467   Other Engineer.Scientist                  255000
## 38470   Other          BUSI.MGMT                   70000
## 38471   Tier2              Other                  135000
## 38477   Other Engineer.Scientist                  137000
## 38480   Tier2 Engineer.Scientist                  181000
## 38482   FAANG Engineer.Scientist                  800000
## 38483   FAANG Engineer.Scientist                  195000
## 38484   Other Engineer.Scientist                  160000
## 38486   Other Engineer.Scientist                  390000
## 38489   Other Engineer.Scientist                  108000
## 38490   Other Engineer.Scientist                  150000
## 38494   Tier2 Engineer.Scientist                  333000
## 38497   FAANG Engineer.Scientist                  187000
## 38498   FAANG Engineer.Scientist                  215000
## 38502   Other Engineer.Scientist                   19000
## 38505   FAANG Engineer.Scientist                  410000
## 38506   Other Engineer.Scientist                  210000
## 38507   Other Engineer.Scientist                  165000
## 38508   Other Engineer.Scientist                  350000
## 38512   Tier2 Engineer.Scientist                  775000
## 38513   Other Engineer.Scientist                   31000
## 38515   Other Engineer.Scientist                  240000
## 38516   Tier2 Engineer.Scientist                  520000
## 38517   Other              Other                  101000
## 38518   Tier2 Engineer.Scientist                  100000
## 38519   FAANG Engineer.Scientist                  281000
## 38521   Tier2 Engineer.Scientist                  170000
## 38522   Other Engineer.Scientist                  357000
## 38523   Other          BUSI.MGMT                  175000
## 38524   Other Engineer.Scientist                   84000
## 38525   FAANG Engineer.Scientist                  354000
## 38526   Other Engineer.Scientist                  290000
## 38528   Other Engineer.Scientist                  190000
## 38531   Other Engineer.Scientist                   80000
## 38533   Other          BUSI.MGMT                   65000
## 38534   Tier2 Engineer.Scientist                   78000
## 38537   Other Engineer.Scientist                  410000
## 38540   FAANG Engineer.Scientist                  824000
## 38541   Tier2 Engineer.Scientist                  480000
## 38544   Other Engineer.Scientist                  185000
## 38545   FAANG Engineer.Scientist                  264000
## 38546   Tier2 Engineer.Scientist                   27000
## 38548   Other Engineer.Scientist                  195000
## 38552   Other Engineer.Scientist                  254000
## 38553   Other Engineer.Scientist                  196000
## 38554   Tier2              Other                  121000
## 38555   Tier2          BUSI.MGMT                   17000
## 38557   Other              Other                   80000
## 38566   Other Engineer.Scientist                  120000
## 38569   FAANG Engineer.Scientist                  165000
## 38575   Tier2 Engineer.Scientist                  125000
## 38577   FAANG          BUSI.MGMT                  187000
## 38579   FAANG Engineer.Scientist                  120000
## 38580   FAANG Engineer.Scientist                  202000
## 38582   Other Engineer.Scientist                  145000
## 38584   Other Engineer.Scientist                  536000
## 38590   FAANG Engineer.Scientist                  340000
## 38592   Tier2          BUSI.MGMT                   90000
## 38596   Other Engineer.Scientist                  120000
## 38598   Tier2              Other                  134000
## 38599   Other          BUSI.MGMT                  145000
## 38602   FAANG Engineer.Scientist                  204000
## 38604   Tier2              Other                  187000
## 38606   Other Engineer.Scientist                  145000
## 38607   FAANG Engineer.Scientist                  308000
## 38608   FAANG Engineer.Scientist                  185000
## 38609   Other Engineer.Scientist                  137000
## 38611   Other Engineer.Scientist                  188000
## 38612   Other Engineer.Scientist                  123000
## 38616   Other Engineer.Scientist                   98000
## 38619   Tier2              Other                   91000
## 38622   Tier2 Engineer.Scientist                  180000
## 38626   Other Engineer.Scientist                  152000
## 38629   FAANG Engineer.Scientist                  169000
## 38630   Other          BUSI.MGMT                  150000
## 38636   Tier2              Other                   92000
## 38637   FAANG              Other                  312000
## 38638   Other Engineer.Scientist                  144000
## 38639   Tier2 Engineer.Scientist                  120000
## 38640   FAANG Engineer.Scientist                  272000
## 38641   FAANG Engineer.Scientist                  300000
## 38644   Tier2 Engineer.Scientist                   90000
## 38647   Tier2 Engineer.Scientist                  141000
## 38650   FAANG Engineer.Scientist                  260000
## 38652   FAANG          BUSI.MGMT                  222000
## 38654   Other              Other                   80000
## 38655   FAANG Engineer.Scientist                  264000
## 38656   Tier2 Engineer.Scientist                  215000
## 38658   Other Engineer.Scientist                  130000
## 38660   Tier2 Engineer.Scientist                  481000
## 38668   Other Engineer.Scientist                   80000
## 38669   Other Engineer.Scientist                  147000
## 38678   Tier2 Engineer.Scientist                  299000
## 38682   Tier2 Engineer.Scientist                   91000
## 38683   Tier2          BUSI.MGMT                  320000
## 38684   Other          BUSI.MGMT                  395000
## 38688   FAANG Engineer.Scientist                  262000
## 38689   Other Engineer.Scientist                  315000
## 38690   FAANG Engineer.Scientist                  315000
## 38692   Tier2 Engineer.Scientist                  215000
## 38695   FAANG          BUSI.MGMT                  131000
## 38696   Other Engineer.Scientist                  400000
## 38702   FAANG              Other                   59000
## 38703   Other              Other                  125000
## 38704   Other Engineer.Scientist                  165000
## 38706   Other Engineer.Scientist                  246000
## 38709   Other Engineer.Scientist                   30000
## 38710   Tier2 Engineer.Scientist                   40000
## 38711   FAANG Engineer.Scientist                  244000
## 38712   FAANG Engineer.Scientist                  239000
## 38714   FAANG Engineer.Scientist                  225000
## 38717   Other          BUSI.MGMT                   86000
## 38721   Tier2 Engineer.Scientist                  233000
## 38722   Tier2 Engineer.Scientist                  140000
## 38724   Tier2 Engineer.Scientist                  327000
## 38726   Tier2              Other                  280000
## 38727   Other Engineer.Scientist                  142000
## 38731   Other Engineer.Scientist                  135000
## 38733   Tier2          BUSI.MGMT                  120000
## 38736   Other Engineer.Scientist                  115000
## 38737   FAANG Engineer.Scientist                  165000
## 38744   Other Engineer.Scientist                  209000
## 38745   FAANG Engineer.Scientist                  132000
## 38747   Other Engineer.Scientist                  110000
## 38748   Tier2 Engineer.Scientist                  173000
## 38749   Tier2              Other                  198000
## 38751   FAANG Engineer.Scientist                  112000
## 38754   Tier2          BUSI.MGMT                  187000
## 38755   Other Engineer.Scientist                   63000
## 38767   FAANG Engineer.Scientist                  250000
## 38768   Tier2 Engineer.Scientist                   72000
## 38772   Other          BUSI.MGMT                  120000
## 38777   Other              Other                  247000
## 38780   Tier2 Engineer.Scientist                  111000
## 38782   Other Engineer.Scientist                  550000
## 38784   Tier2 Engineer.Scientist                  190000
## 38788   FAANG          BUSI.MGMT                  377000
## 38789   Tier2 Engineer.Scientist                  302000
## 38792   Other Engineer.Scientist                  257000
## 38795   FAANG          BUSI.MGMT                  312000
## 38799   Other Engineer.Scientist                   70000
## 38800   Other          BUSI.MGMT                   88000
## 38803   Tier2          BUSI.MGMT                  217000
## 38804   FAANG Engineer.Scientist                  205000
## 38808   Other Engineer.Scientist                  488000
## 38809   FAANG          BUSI.MGMT                  170000
## 38810   Other Engineer.Scientist                  478000
## 38811   Other Engineer.Scientist                  179000
## 38812   FAANG Engineer.Scientist                  145000
## 38813   Tier2 Engineer.Scientist                  225000
## 38816   Other Engineer.Scientist                  195000
## 38818   Tier2          BUSI.MGMT                   90000
## 38822   Other Engineer.Scientist                  103000
## 38825   Tier2 Engineer.Scientist                  100000
## 38827   Other Engineer.Scientist                  280000
## 38829   FAANG Engineer.Scientist                  133000
## 38830   Tier2 Engineer.Scientist                  112000
## 38831   Other              Other                   18000
## 38832   FAANG Engineer.Scientist                  232000
## 38834   Tier2 Engineer.Scientist                   48000
## 38835   Other Engineer.Scientist                  117000
## 38836   Other Engineer.Scientist                   34000
## 38838   FAANG Engineer.Scientist                  225000
## 38840   Other Engineer.Scientist                   24000
## 38843   Other Engineer.Scientist                  110000
## 38844   Tier2 Engineer.Scientist                  102000
## 38845   Tier2          BUSI.MGMT                  196000
## 38849   Tier2          BUSI.MGMT                  138000
## 38852   Tier2 Engineer.Scientist                  125000
## 38853   Tier2          BUSI.MGMT                  280000
## 38855   Other Engineer.Scientist                   83000
## 38856   Tier2 Engineer.Scientist                  200000
## 38857   Tier2 Engineer.Scientist                  183000
## 38860   FAANG Engineer.Scientist                  207000
## 38864   Other Engineer.Scientist                  165000
## 38866   Tier2          BUSI.MGMT                  202000
## 38867   Other Engineer.Scientist                  130000
## 38873   Other Engineer.Scientist                  215000
## 38878   FAANG          BUSI.MGMT                  480000
## 38879   Tier2 Engineer.Scientist                  288000
## 38880   Other Engineer.Scientist                  216000
## 38882   Tier2          BUSI.MGMT                  243000
## 38885   FAANG Engineer.Scientist                  185000
## 38888   FAANG Engineer.Scientist                  355000
## 38891   FAANG Engineer.Scientist                   70000
## 38893   Tier2 Engineer.Scientist                  300000
## 38894   FAANG Engineer.Scientist                  390000
## 38896   Tier2          BUSI.MGMT                  181000
## 38898   Other          BUSI.MGMT                   14000
## 38899   Other Engineer.Scientist                  255000
## 38901   Other Engineer.Scientist                  645000
## 38903   Tier2 Engineer.Scientist                  109000
## 38905   FAANG              Other                  218000
## 38907   Tier2 Engineer.Scientist                  123000
## 38908   Other Engineer.Scientist                  129000
## 38909   Other Engineer.Scientist                  776000
## 38915   Other Engineer.Scientist                  106000
## 38918   FAANG Engineer.Scientist                  240000
## 38925   FAANG Engineer.Scientist                  610000
## 38926   FAANG Engineer.Scientist                  219000
## 38927   FAANG Engineer.Scientist                   78000
## 38928   FAANG              Other                  115000
## 38929   Other              Other                  135000
## 38930   Tier2          BUSI.MGMT                  138000
## 38931   FAANG              Other                  218000
## 38932   Tier2 Engineer.Scientist                  250000
## 38933   Other              Other                  300000
## 38934   FAANG Engineer.Scientist                  259000
## 38936   Other Engineer.Scientist                  255000
## 38937   Other Engineer.Scientist                  503000
## 38938   FAANG Engineer.Scientist                  525000
## 38939   FAANG Engineer.Scientist                  300000
## 38943   Tier2 Engineer.Scientist                  180000
## 38944   FAANG Engineer.Scientist                  800000
## 38945   Other Engineer.Scientist                  200000
## 38946   Other Engineer.Scientist                   30000
## 38949   Tier2 Engineer.Scientist                   31000
## 38951   Tier2 Engineer.Scientist                  345000
## 38952   Tier2          BUSI.MGMT                  207000
## 38955   Other Engineer.Scientist                  170000
## 38956   FAANG Engineer.Scientist                  238000
## 38958   FAANG Engineer.Scientist                  798000
## 38959   Tier2 Engineer.Scientist                  207000
## 38960   Other              Other                  210000
## 38965   FAANG Engineer.Scientist                  293000
## 38967   FAANG Engineer.Scientist                  186000
## 38968   Other Engineer.Scientist                  145000
## 38969   Tier2          BUSI.MGMT                   83000
## 38970   Other          BUSI.MGMT                  560000
## 38971   Other          BUSI.MGMT                  290000
## 38973   Other          BUSI.MGMT                   83000
## 38978   Tier2 Engineer.Scientist                  191000
## 38979   FAANG Engineer.Scientist                  282000
## 38980   Other Engineer.Scientist                  180000
## 38981   Other Engineer.Scientist                  185000
## 38982   Other          BUSI.MGMT                   93000
## 38983   Tier2          BUSI.MGMT                   90000
## 38984   Other Engineer.Scientist                  358000
## 38987   FAANG Engineer.Scientist                  284000
## 38991   Other Engineer.Scientist                   41000
## 38994   FAANG Engineer.Scientist                   27000
## 38997   FAANG          BUSI.MGMT                  340000
## 38998   Tier2          BUSI.MGMT                  120000
## 38999   FAANG Engineer.Scientist                  370000
## 39001   FAANG Engineer.Scientist                  227000
## 39002   FAANG Engineer.Scientist                  321000
## 39008   Other Engineer.Scientist                  258000
## 39010   Other Engineer.Scientist                   42000
## 39012   Tier2 Engineer.Scientist                  124000
## 39014   Tier2 Engineer.Scientist                  470000
## 39015   FAANG Engineer.Scientist                  166000
## 39016   Tier2          BUSI.MGMT                  217000
## 39017   FAANG Engineer.Scientist                  308000
## 39018   Other Engineer.Scientist                  150000
## 39019   Other Engineer.Scientist                  100000
## 39021   FAANG Engineer.Scientist                  250000
## 39022   Tier2          BUSI.MGMT                  152000
## 39023   Tier2          BUSI.MGMT                  230000
## 39024   Other          BUSI.MGMT                  152000
## 39026   Other Engineer.Scientist                  295000
## 39027   Other Engineer.Scientist                  400000
## 39031   Tier2 Engineer.Scientist                  286000
## 39034   FAANG Engineer.Scientist                  124000
## 39035   Tier2 Engineer.Scientist                  159000
## 39037   Other Engineer.Scientist                  122000
## 39038   Other Engineer.Scientist                   99000
## 39040   FAANG Engineer.Scientist                  340000
## 39041   Other          BUSI.MGMT                  231000
## 39042   FAANG Engineer.Scientist                  255000
## 39044   Tier2          BUSI.MGMT                  420000
## 39048   Tier2          BUSI.MGMT                   77000
## 39049   Other Engineer.Scientist                  110000
## 39052   FAANG Engineer.Scientist                  287000
## 39054   Other Engineer.Scientist                  173000
## 39055   FAANG Engineer.Scientist                   85000
## 39056   FAANG Engineer.Scientist                  225000
## 39058   FAANG Engineer.Scientist                  170000
## 39061   Tier2 Engineer.Scientist                   85000
## 39062   FAANG Engineer.Scientist                  252000
## 39063   Other Engineer.Scientist                  148000
## 39065   FAANG Engineer.Scientist                  189000
## 39068   FAANG          BUSI.MGMT                  329000
## 39069   FAANG Engineer.Scientist                  138000
## 39072   FAANG Engineer.Scientist                  630000
## 39073   Tier2 Engineer.Scientist                   62000
## 39074   Other          BUSI.MGMT                  220000
## 39075   Other Engineer.Scientist                   96000
## 39076   Tier2 Engineer.Scientist                  240000
## 39079   Tier2 Engineer.Scientist                  227000
## 39081   FAANG Engineer.Scientist                  320000
## 39083   Tier2              Other                  165000
## 39084   Tier2 Engineer.Scientist                  105000
## 39086   Other Engineer.Scientist                   50000
## 39088   FAANG          BUSI.MGMT                  360000
## 39089   FAANG Engineer.Scientist                  336000
## 39090   FAANG              Other                  346000
## 39096   Other Engineer.Scientist                  128000
## 39098   FAANG Engineer.Scientist                  800000
## 39100   FAANG Engineer.Scientist                  437000
## 39101   Tier2 Engineer.Scientist                  230000
## 39102   FAANG          BUSI.MGMT                  468000
## 39105   Other Engineer.Scientist                  199000
## 39107   Tier2          BUSI.MGMT                  200000
## 39108   Other Engineer.Scientist                  222000
## 39112   Tier2          BUSI.MGMT                  145000
## 39113   Tier2 Engineer.Scientist                  500000
## 39115   Other          BUSI.MGMT                  350000
## 39119   Other Engineer.Scientist                   93000
## 39120   FAANG Engineer.Scientist                  254000
## 39121   FAANG              Other                  120000
## 39122   Other Engineer.Scientist                  222000
## 39130   FAANG              Other                  134000
## 39131   Tier2 Engineer.Scientist                  233000
## 39134   Tier2 Engineer.Scientist                  110000
## 39135   FAANG Engineer.Scientist                  371000
## 39139   FAANG          BUSI.MGMT                  386000
## 39140   Other Engineer.Scientist                  364000
## 39142   Tier2 Engineer.Scientist                  177000
## 39146   Other Engineer.Scientist                  153000
## 39151   Tier2 Engineer.Scientist                  146000
## 39152   Tier2 Engineer.Scientist                  190000
## 39153   FAANG Engineer.Scientist                  177000
## 39154   Other          BUSI.MGMT                  151000
## 39155   FAANG Engineer.Scientist                  303000
## 39158   Tier2 Engineer.Scientist                   47000
## 39160   Other Engineer.Scientist                  240000
## 39163   Tier2          BUSI.MGMT                  142000
## 39165   Other          BUSI.MGMT                  155000
## 39166   Tier2 Engineer.Scientist                  185000
## 39168   Tier2 Engineer.Scientist                  150000
## 39169   Tier2 Engineer.Scientist                  170000
## 39170   Other Engineer.Scientist                  420000
## 39171   FAANG Engineer.Scientist                  114000
## 39173   Other Engineer.Scientist                   16000
## 39174   Other Engineer.Scientist                  158000
## 39176   Tier2 Engineer.Scientist                   29000
## 39177   Tier2 Engineer.Scientist                  165000
## 39178   Other Engineer.Scientist                   95000
## 39181   Other Engineer.Scientist                  226000
## 39182   Other Engineer.Scientist                  190000
## 39183   Other Engineer.Scientist                  315000
## 39187   FAANG Engineer.Scientist                  103000
## 39189   Tier2 Engineer.Scientist                  116000
## 39191   Other Engineer.Scientist                  160000
## 39192   Tier2 Engineer.Scientist                  170000
## 39193   Other Engineer.Scientist                  250000
## 39196   FAANG Engineer.Scientist                  502000
## 39197   FAANG Engineer.Scientist                  262000
## 39203   Other Engineer.Scientist                  151000
## 39205   Tier2 Engineer.Scientist                  180000
## 39207   Other Engineer.Scientist                  115000
## 39210   Other Engineer.Scientist                   76000
## 39213   Other              Other                  238000
## 39214   Other          BUSI.MGMT                  187000
## 39215   Other Engineer.Scientist                  490000
## 39221   Tier2 Engineer.Scientist                  360000
## 39222   FAANG          BUSI.MGMT                   96000
## 39225   Tier2          BUSI.MGMT                   85000
## 39226   Other Engineer.Scientist                  213000
## 39227   Other Engineer.Scientist                  217000
## 39228   FAANG Engineer.Scientist                  282000
## 39229   Tier2          BUSI.MGMT                  235000
## 39235   Tier2 Engineer.Scientist                  240000
## 39239   FAANG          BUSI.MGMT                  350000
## 39240   Tier2 Engineer.Scientist                  130000
## 39241   FAANG Engineer.Scientist                  150000
## 39242   Other Engineer.Scientist                  149000
## 39243   Other Engineer.Scientist                  174000
## 39245   Tier2 Engineer.Scientist                   88000
## 39249   Other Engineer.Scientist                  135000
## 39250   FAANG          BUSI.MGMT                  315000
## 39251   FAANG          BUSI.MGMT                  209000
## 39253   FAANG Engineer.Scientist                  495000
## 39259   Other Engineer.Scientist                  191000
## 39262   FAANG Engineer.Scientist                  180000
## 39263   Tier2 Engineer.Scientist                  310000
## 39265   FAANG Engineer.Scientist                  228000
## 39266   Other Engineer.Scientist                  157000
## 39269   Other Engineer.Scientist                  330000
## 39270   Tier2 Engineer.Scientist                  539000
## 39271   FAANG Engineer.Scientist                  277000
## 39274   Other Engineer.Scientist                  208000
## 39276   Tier2 Engineer.Scientist                  126000
## 39277   Other          BUSI.MGMT                  245000
## 39278   Other Engineer.Scientist                  177000
## 39280   Tier2 Engineer.Scientist                  141000
## 39282   FAANG              Other                  230000
## 39283   Other Engineer.Scientist                  160000
## 39286   Other Engineer.Scientist                  218000
## 39287   Other Engineer.Scientist                   24000
## 39288   Other Engineer.Scientist                  157000
## 39294   Other Engineer.Scientist                  213000
## 39295   Other Engineer.Scientist                  260000
## 39296   Other Engineer.Scientist                   94000
## 39298   Other Engineer.Scientist                  120000
## 39301   Tier2 Engineer.Scientist                  328000
## 39302   FAANG Engineer.Scientist                  510000
## 39303   Tier2 Engineer.Scientist                  143000
## 39304   Other Engineer.Scientist                  470000
## 39307   FAANG Engineer.Scientist                  250000
## 39310   Other Engineer.Scientist                  166000
## 39312   Tier2 Engineer.Scientist                  416000
## 39315   Other Engineer.Scientist                  192000
## 39317   Tier2 Engineer.Scientist                  105000
## 39322   FAANG Engineer.Scientist                  204000
## 39323   Other Engineer.Scientist                  302000
## 39329   FAANG Engineer.Scientist                  240000
## 39331   FAANG Engineer.Scientist                  171000
## 39332   FAANG Engineer.Scientist                  267000
## 39333   Other Engineer.Scientist                  100000
## 39335   Other Engineer.Scientist                  440000
## 39338   Tier2 Engineer.Scientist                  210000
## 39344   Tier2          BUSI.MGMT                  157000
## 39345   Other Engineer.Scientist                  123000
## 39349   FAANG Engineer.Scientist                  161000
## 39351   FAANG Engineer.Scientist                  311000
## 39353   Other Engineer.Scientist                  174000
## 39355   Other Engineer.Scientist                   92000
## 39358   Other Engineer.Scientist                  249000
## 39359   Other Engineer.Scientist                   93000
## 39361   Tier2 Engineer.Scientist                  265000
## 39365   Other Engineer.Scientist                   79000
## 39369   FAANG Engineer.Scientist                  164000
## 39370   Tier2          BUSI.MGMT                  204000
## 39371   FAANG Engineer.Scientist                  358000
## 39374   Tier2 Engineer.Scientist                  216000
## 39375   Tier2 Engineer.Scientist                  310000
## 39376   Tier2              Other                  199000
## 39380   Other Engineer.Scientist                  274000
## 39381   Tier2 Engineer.Scientist                  223000
## 39383   FAANG Engineer.Scientist                  212000
## 39384   Tier2 Engineer.Scientist                  164000
## 39385   FAANG Engineer.Scientist                  700000
## 39386   FAANG Engineer.Scientist                  601000
## 39389   Other Engineer.Scientist                  125000
## 39390   Other Engineer.Scientist                  310000
## 39394   Other Engineer.Scientist                  300000
## 39399   Other Engineer.Scientist                  192000
## 39403   Other Engineer.Scientist                  135000
## 39405   Other Engineer.Scientist                  233000
## 39406   Other              Other                  190000
## 39408   FAANG Engineer.Scientist                  315000
## 39412   Other Engineer.Scientist                  146000
## 39418   Tier2          BUSI.MGMT                   94000
## 39419   FAANG Engineer.Scientist                  235000
## 39420   Other Engineer.Scientist                   70000
## 39422   Other Engineer.Scientist                   75000
## 39429   Other Engineer.Scientist                  113000
## 39432   Other Engineer.Scientist                  240000
## 39433   Other Engineer.Scientist                  100000
## 39434   Other Engineer.Scientist                   99000
## 39437   FAANG          BUSI.MGMT                  215000
## 39438   FAANG Engineer.Scientist                  205000
## 39439   Other Engineer.Scientist                  134000
## 39440   FAANG Engineer.Scientist                   60000
## 39445   Tier2 Engineer.Scientist                  195000
## 39447   FAANG Engineer.Scientist                   60000
## 39448   FAANG              Other                  143000
## 39449   FAANG Engineer.Scientist                  212000
## 39451   Other Engineer.Scientist                  276000
## 39452   FAANG Engineer.Scientist                  187000
## 39454   FAANG Engineer.Scientist                  344000
## 39456   FAANG Engineer.Scientist                  137000
## 39458   Tier2 Engineer.Scientist                   14000
## 39461   Tier2 Engineer.Scientist                   60000
## 39463   FAANG          BUSI.MGMT                  291000
## 39464   Tier2 Engineer.Scientist                  180000
## 39465   Other Engineer.Scientist                  126000
## 39467   Tier2 Engineer.Scientist                  153000
## 39471   FAANG Engineer.Scientist                  154000
## 39472   FAANG Engineer.Scientist                  210000
## 39473   Other          BUSI.MGMT                  130000
## 39475   Tier2          BUSI.MGMT                  259000
## 39478   Other Engineer.Scientist                  300000
## 39484   FAANG Engineer.Scientist                  260000
## 39485   FAANG Engineer.Scientist                  204000
## 39490   Other Engineer.Scientist                  118000
## 39491   Other Engineer.Scientist                  180000
## 39492   Tier2 Engineer.Scientist                  120000
## 39497   Tier2          BUSI.MGMT                  141000
## 39498   Tier2 Engineer.Scientist                  299000
## 39499   Other          BUSI.MGMT                  408000
## 39500   Other          BUSI.MGMT                  150000
## 39501   FAANG Engineer.Scientist                  192000
## 39503   Tier2 Engineer.Scientist                  231000
## 39505   Other Engineer.Scientist                  135000
## 39509   Tier2 Engineer.Scientist                  329000
## 39514   Other          BUSI.MGMT                  197000
## 39521   Other Engineer.Scientist                  213000
## 39525   Other Engineer.Scientist                  135000
## 39528   FAANG Engineer.Scientist                  150000
## 39529   FAANG Engineer.Scientist                  205000
## 39530   Other Engineer.Scientist                  123000
## 39531   FAANG              Other                  437000
## 39532   Other Engineer.Scientist                  150000
## 39533   Other Engineer.Scientist                   97000
## 39534   Other Engineer.Scientist                  158000
## 39539   Tier2 Engineer.Scientist                  180000
## 39543   Other Engineer.Scientist                   23000
## 39545   Other Engineer.Scientist                  143000
## 39548   FAANG Engineer.Scientist                  353000
## 39550   FAANG Engineer.Scientist                  212000
## 39551   Other Engineer.Scientist                   69000
## 39552   FAANG Engineer.Scientist                  232000
## 39553   Other Engineer.Scientist                  220000
## 39557   Other          BUSI.MGMT                  210000
## 39560   FAANG Engineer.Scientist                   90000
## 39564   Other Engineer.Scientist                  295000
## 39565   Other Engineer.Scientist                  191000
## 39566   FAANG Engineer.Scientist                  559000
## 39567   Other Engineer.Scientist                  100000
## 39568   Tier2 Engineer.Scientist                  120000
## 39570   Other Engineer.Scientist                   54000
## 39571   Other Engineer.Scientist                   65000
## 39575   Other Engineer.Scientist                  330000
## 39579   Tier2 Engineer.Scientist                  360000
## 39582   Other Engineer.Scientist                  270000
## 39585   FAANG Engineer.Scientist                  170000
## 39586   Other Engineer.Scientist                  200000
## 39591   FAANG Engineer.Scientist                  200000
## 39596   FAANG Engineer.Scientist                   52000
## 39599   Other Engineer.Scientist                  220000
## 39601   Other Engineer.Scientist                   95000
## 39604   Other Engineer.Scientist                  352000
## 39608   Other Engineer.Scientist                  118000
## 39609   Other Engineer.Scientist                   75000
## 39610   Tier2 Engineer.Scientist                  110000
## 39612   Other Engineer.Scientist                  115000
## 39615   Other Engineer.Scientist                  105000
## 39619   FAANG Engineer.Scientist                  180000
## 39620   Other Engineer.Scientist                   36000
## 39623   Tier2 Engineer.Scientist                  662000
## 39641   Other Engineer.Scientist                  110000
## 39642   FAANG          BUSI.MGMT                  282000
## 39644   Tier2 Engineer.Scientist                  125000
## 39646   Other Engineer.Scientist                   16000
## 39647   FAANG Engineer.Scientist                  190000
## 39648   FAANG          BUSI.MGMT                  280000
## 39649   FAANG Engineer.Scientist                  152000
## 39655   FAANG Engineer.Scientist                  220000
## 39658   FAANG Engineer.Scientist                  285000
## 39659   Other Engineer.Scientist                  562000
## 39660   FAANG Engineer.Scientist                  485000
## 39662   Tier2 Engineer.Scientist                   93000
## 39663   Tier2          BUSI.MGMT                   78000
## 39666   Other Engineer.Scientist                  215000
## 39669   FAANG Engineer.Scientist                  271000
## 39670   Other Engineer.Scientist                  207000
## 39673   Tier2 Engineer.Scientist                   49000
## 39675   Other Engineer.Scientist                  157000
## 39677   Tier2 Engineer.Scientist                  153000
## 39679   Tier2          BUSI.MGMT                  143000
## 39680   Tier2          BUSI.MGMT                  121000
## 39681   Other Engineer.Scientist                  265000
## 39683   Other Engineer.Scientist                  114000
## 39685   Tier2 Engineer.Scientist                  350000
## 39686   Tier2 Engineer.Scientist                  137000
## 39688   Other Engineer.Scientist                  147000
## 39689   Other Engineer.Scientist                  303000
## 39691   Tier2 Engineer.Scientist                  170000
## 39692   Tier2 Engineer.Scientist                  283000
## 39693   Other Engineer.Scientist                  183000
## 39701   Other Engineer.Scientist                  361000
## 39702   FAANG          BUSI.MGMT                  348000
## 39705   Other Engineer.Scientist                  330000
## 39708   Other Engineer.Scientist                  325000
## 39709   Other Engineer.Scientist                  180000
## 39710   Tier2          BUSI.MGMT                  162000
## 39712   Other Engineer.Scientist                  160000
## 39713   Tier2          BUSI.MGMT                  129000
## 39714   FAANG Engineer.Scientist                  247000
## 39718   Other Engineer.Scientist                  105000
## 39719   Tier2          BUSI.MGMT                  245000
## 39720   Other Engineer.Scientist                  182000
## 39725   Tier2          BUSI.MGMT                  188000
## 39726   Tier2 Engineer.Scientist                  300000
## 39727   Other Engineer.Scientist                   83000
## 39730   Other Engineer.Scientist                  470000
## 39731   Other              Other                  147000
## 39733   FAANG Engineer.Scientist                  187000
## 39735   Other Engineer.Scientist                  354000
## 39736   Tier2 Engineer.Scientist                  222000
## 39738   Tier2 Engineer.Scientist                  207000
## 39739   FAANG Engineer.Scientist                  150000
## 39743   Other Engineer.Scientist                  235000
## 39748   Other Engineer.Scientist                  506000
## 39751   Tier2 Engineer.Scientist                  141000
## 39752   Other Engineer.Scientist                  140000
## 39753   Tier2 Engineer.Scientist                  176000
## 39760   Tier2 Engineer.Scientist                  196000
## 39763   Other Engineer.Scientist                  137000
## 39766   Other Engineer.Scientist                  223000
## 39769   Other Engineer.Scientist                  184000
## 39770   Other              Other                  147000
## 39771   Tier2 Engineer.Scientist                  177000
## 39772   Other Engineer.Scientist                  471000
## 39773   Tier2          BUSI.MGMT                  210000
## 39780   Other Engineer.Scientist                  160000
## 39781   FAANG Engineer.Scientist                  382000
## 39786   Other Engineer.Scientist                  255000
## 39787   Other          BUSI.MGMT                  187000
## 39788   Other          BUSI.MGMT                  167000
## 39790   FAANG Engineer.Scientist                  169000
## 39791   Tier2 Engineer.Scientist                   92000
## 39793   Tier2              Other                  157000
## 39795   Other Engineer.Scientist                  120000
## 39797   Other Engineer.Scientist                  171000
## 39802   Other          BUSI.MGMT                  120000
## 39805   Tier2 Engineer.Scientist                  178000
## 39806   Other Engineer.Scientist                  175000
## 39808   Other Engineer.Scientist                   90000
## 39809   Other Engineer.Scientist                  130000
## 39812   Tier2 Engineer.Scientist                  135000
## 39816   Other Engineer.Scientist                   62000
## 39824   Other          BUSI.MGMT                   50000
## 39826   FAANG Engineer.Scientist                  318000
## 39835   Other Engineer.Scientist                  101000
## 39836   Tier2 Engineer.Scientist                   29000
## 39837   Tier2 Engineer.Scientist                  122000
## 39838   Other Engineer.Scientist                  154000
## 39842   FAANG Engineer.Scientist                  348000
## 39843   Other Engineer.Scientist                   88000
## 39846   Tier2 Engineer.Scientist                  221000
## 39847   Tier2 Engineer.Scientist                  203000
## 39849   Tier2 Engineer.Scientist                  128000
## 39853   FAANG          BUSI.MGMT                  244000
## 39855   Tier2          BUSI.MGMT                   77000
## 39856   Tier2 Engineer.Scientist                  155000
## 39857   Tier2              Other                  191000
## 39858   Tier2 Engineer.Scientist                  162000
## 39860   Other Engineer.Scientist                   76000
## 39861   Tier2 Engineer.Scientist                  191000
## 39868   FAANG Engineer.Scientist                  194000
## 39870   Tier2 Engineer.Scientist                  150000
## 39874   Other Engineer.Scientist                  220000
## 39875   Other Engineer.Scientist                  155000
## 39879   Other Engineer.Scientist                  220000
## 39880   Tier2          BUSI.MGMT                  271000
## 39884   Tier2 Engineer.Scientist                  208000
## 39886   Other Engineer.Scientist                  295000
## 39889   Tier2          BUSI.MGMT                  160000
## 39891   Tier2 Engineer.Scientist                  102000
## 39892   Tier2 Engineer.Scientist                  450000
## 39902   Other              Other                   49000
## 39904   Tier2 Engineer.Scientist                  109000
## 39906   Tier2 Engineer.Scientist                  136000
## 39909   FAANG Engineer.Scientist                  180000
## 39911   Tier2 Engineer.Scientist                   75000
## 39912   Other          BUSI.MGMT                  224000
## 39913   Tier2              Other                  220000
## 39914   Tier2          BUSI.MGMT                  110000
## 39915   Tier2          BUSI.MGMT                  129000
## 39916   Tier2 Engineer.Scientist                  230000
## 39917   Other Engineer.Scientist                   77000
## 39918   Tier2 Engineer.Scientist                  187000
## 39923   Other Engineer.Scientist                   75000
## 39925   Other          BUSI.MGMT                  142000
## 39929   Tier2 Engineer.Scientist                  147000
## 39932   FAANG Engineer.Scientist                  263000
## 39936   Tier2          BUSI.MGMT                  167000
## 39940   Other              Other                  203000
## 39941   Tier2 Engineer.Scientist                  298000
## 39945   FAANG Engineer.Scientist                  261000
## 39951   Tier2 Engineer.Scientist                  342000
## 39955   Tier2 Engineer.Scientist                  340000
## 39957   FAANG Engineer.Scientist                  230000
## 39959   Other Engineer.Scientist                  274000
## 39963   Other              Other                  240000
## 39964   Other              Other                  228000
## 39965   FAANG Engineer.Scientist                  200000
## 39968   FAANG Engineer.Scientist                  196000
## 39970   FAANG Engineer.Scientist                  216000
## 39971   FAANG          BUSI.MGMT                  240000
## 39972   Other Engineer.Scientist                  208000
## 39975   Other          BUSI.MGMT                  483000
## 39979   Other              Other                  180000
## 39982   Other Engineer.Scientist                  224000
## 39983   Tier2 Engineer.Scientist                  200000
## 39984   Tier2 Engineer.Scientist                   36000
## 39987   Other Engineer.Scientist                  167000
## 39989   Tier2 Engineer.Scientist                  110000
## 39993   Tier2 Engineer.Scientist                  103000
## 39997   Other Engineer.Scientist                  200000
## 40000   FAANG Engineer.Scientist                  386000
## 40001   Tier2 Engineer.Scientist                  100000
## 40002   Tier2          BUSI.MGMT                  160000
## 40003   Tier2 Engineer.Scientist                  161000
## 40005   Other Engineer.Scientist                   74000
## 40006   Other Engineer.Scientist                  223000
## 40007   Other Engineer.Scientist                  127000
## 40009   Tier2 Engineer.Scientist                  100000
## 40012   Tier2 Engineer.Scientist                  178000
## 40015   Tier2              Other                  143000
## 40016   Tier2              Other                  143000
## 40017   Tier2 Engineer.Scientist                  135000
## 40025   Other Engineer.Scientist                  171000
## 40027   Other Engineer.Scientist                  297000
## 40028   Tier2 Engineer.Scientist                   44000
## 40029   Tier2          BUSI.MGMT                  525000
## 40030   Tier2          BUSI.MGMT                  290000
## 40032   Other Engineer.Scientist                  105000
## 40035   Other Engineer.Scientist                   16000
## 40036   Tier2 Engineer.Scientist                   75000
## 40044   Tier2          BUSI.MGMT                  210000
## 40045   Other Engineer.Scientist                   10000
## 40046   Tier2 Engineer.Scientist                  149000
## 40048   Tier2          BUSI.MGMT                  290000
## 40052   Tier2 Engineer.Scientist                  147000
## 40053   Tier2 Engineer.Scientist                   62000
## 40054   Other Engineer.Scientist                  105000
## 40055   Other Engineer.Scientist                   83000
## 40062   Tier2 Engineer.Scientist                  196000
## 40063   Other Engineer.Scientist                  120000
## 40064   Other Engineer.Scientist                  420000
## 40065   Tier2 Engineer.Scientist                  180000
## 40066   Tier2          BUSI.MGMT                  225000
## 40068   Tier2              Other                  245000
## 40069   Tier2 Engineer.Scientist                  203000
## 40072   Other Engineer.Scientist                  175000
## 40077   Tier2          BUSI.MGMT                   87000
## 40083   Tier2 Engineer.Scientist                  127000
## 40085   Tier2              Other                  209000
## 40086   Tier2 Engineer.Scientist                  155000
## 40089   FAANG Engineer.Scientist                  835000
## 40092   Other Engineer.Scientist                   98000
## 40094   Tier2 Engineer.Scientist                   41000
## 40096   Other Engineer.Scientist                  210000
## 40103   Other Engineer.Scientist                   80000
## 40105   Other Engineer.Scientist                  180000
## 40107   Tier2 Engineer.Scientist                  200000
## 40109   Other Engineer.Scientist                   75000
## 40111   FAANG          BUSI.MGMT                  500000
## 40112   Tier2 Engineer.Scientist                  120000
## 40113   FAANG Engineer.Scientist                  225000
## 40117   FAANG Engineer.Scientist                  220000
## 40125   Tier2              Other                  134000
## 40126   Tier2 Engineer.Scientist                  124000
## 40127   Tier2          BUSI.MGMT                  112000
## 40128   FAANG Engineer.Scientist                  296000
## 40132   Other Engineer.Scientist                   36000
## 40134   Other Engineer.Scientist                   44000
## 40141   Tier2 Engineer.Scientist                   80000
## 40142   Other              Other                  125000
## 40143   Tier2 Engineer.Scientist                  157000
## 40146   Tier2          BUSI.MGMT                  145000
## 40147   Other Engineer.Scientist                   62000
## 40148   FAANG Engineer.Scientist                  171000
## 40152   Tier2 Engineer.Scientist                  315000
## 40162   Tier2 Engineer.Scientist                  310000
## 40163   Tier2              Other                  177000
## 40166   FAANG Engineer.Scientist                  150000
## 40177   Tier2 Engineer.Scientist                  101000
## 40183   Tier2 Engineer.Scientist                  250000
## 40187   FAANG Engineer.Scientist                  524000
## 40193   Other          BUSI.MGMT                   47000
## 40200   Other Engineer.Scientist                  360000
## 40202   Tier2 Engineer.Scientist                  233000
## 40203   Tier2 Engineer.Scientist                  220000
## 40205   Tier2          BUSI.MGMT                  159000
## 40206   Tier2 Engineer.Scientist                  280000
## 40211   FAANG Engineer.Scientist                  288000
## 40217   Tier2 Engineer.Scientist                  154000
## 40218   Other Engineer.Scientist                   72000
## 40220   FAANG Engineer.Scientist                  400000
## 40224   Tier2 Engineer.Scientist                   90000
## 40225   FAANG Engineer.Scientist                  130000
## 40229   Tier2          BUSI.MGMT                  550000
## 40230   Other          BUSI.MGMT                   92000
## 40231   Other          BUSI.MGMT                   82000
## 40232   Other Engineer.Scientist                   92000
## 40233   Other Engineer.Scientist                  222000
## 40237   FAANG          BUSI.MGMT                  850000
## 40238   Tier2 Engineer.Scientist                  323000
## 40243   FAANG          BUSI.MGMT                  220000
## 40250   Tier2 Engineer.Scientist                   58000
## 40251   Other Engineer.Scientist                  109000
## 40255   Other Engineer.Scientist                   29000
## 40258   Tier2 Engineer.Scientist                   64000
## 40262   Tier2          BUSI.MGMT                  306000
## 40265   Other Engineer.Scientist                  120000
## 40266   Other Engineer.Scientist                  200000
## 40271   Other Engineer.Scientist                  239000
## 40272   FAANG              Other                  288000
## 40273   Other              Other                  201000
## 40274   Other          BUSI.MGMT                  291000
## 40275   Other Engineer.Scientist                  267000
## 40276   Other Engineer.Scientist                  100000
## 40280   Other Engineer.Scientist                  241000
## 40282   Other              Other                  205000
## 40283   Tier2 Engineer.Scientist                  320000
## 40285   Tier2 Engineer.Scientist                  141000
## 40288   Tier2 Engineer.Scientist                  145000
## 40291   FAANG          BUSI.MGMT                  222000
## 40293   Tier2 Engineer.Scientist                  191000
## 40294   Other Engineer.Scientist                  203000
## 40295   Other Engineer.Scientist                  105000
## 40296   FAANG Engineer.Scientist                  206000
## 40301   FAANG Engineer.Scientist                  153000
## 40304   Tier2 Engineer.Scientist                  165000
## 40305   Tier2 Engineer.Scientist                  150000
## 40308   Tier2 Engineer.Scientist                  225000
## 40309   Other Engineer.Scientist                  135000
## 40310   Tier2 Engineer.Scientist                  175000
## 40312   Tier2 Engineer.Scientist                  204000
## 40313   Tier2 Engineer.Scientist                  140000
## 40316   FAANG Engineer.Scientist                  267000
## 40321   FAANG Engineer.Scientist                  308000
## 40323   Other Engineer.Scientist                  133000
## 40324   Tier2 Engineer.Scientist                  154000
## 40325   Tier2 Engineer.Scientist                  195000
## 40327   Tier2 Engineer.Scientist                  195000
## 40331   Other          BUSI.MGMT                  282000
## 40332   Tier2          BUSI.MGMT                   74000
## 40333   FAANG              Other                  200000
## 40334   Tier2          BUSI.MGMT                  152000
## 40337   Other              Other                  218000
## 40346   Tier2              Other                  215000
## 40351   Other Engineer.Scientist                  147000
## 40352   Tier2          BUSI.MGMT                  134000
## 40353   Tier2 Engineer.Scientist                   69000
## 40354   Other Engineer.Scientist                   28000
## 40356   Other Engineer.Scientist                   95000
## 40358   FAANG Engineer.Scientist                  400000
## 40360   Other Engineer.Scientist                  101000
## 40361   Other Engineer.Scientist                  177000
## 40362   Other Engineer.Scientist                  295000
## 40367   Other Engineer.Scientist                   51000
## 40369   Other          BUSI.MGMT                  113000
## 40373   Tier2 Engineer.Scientist                  159000
## 40377   FAANG Engineer.Scientist                  243000
## 40378   Other Engineer.Scientist                  170000
## 40379   Other Engineer.Scientist                  214000
## 40384   FAANG Engineer.Scientist                  284000
## 40385   Other Engineer.Scientist                   75000
## 40386   Other Engineer.Scientist                  175000
## 40388   Other Engineer.Scientist                  440000
## 40391   Tier2 Engineer.Scientist                  232000
## 40392   Tier2 Engineer.Scientist                  157000
## 40393   Tier2 Engineer.Scientist                  140000
## 40400   Tier2          BUSI.MGMT                  362000
## 40401   Tier2          BUSI.MGMT                  193000
## 40402   Other Engineer.Scientist                  161000
## 40405   Tier2          BUSI.MGMT                   97000
## 40406   Other              Other                  307000
## 40407   Other Engineer.Scientist                   86000
## 40408   Tier2 Engineer.Scientist                  230000
## 40409   Tier2 Engineer.Scientist                  174000
## 40410   FAANG Engineer.Scientist                  250000
## 40415   FAANG Engineer.Scientist                  195000
## 40416   Other Engineer.Scientist                  128000
## 40417   Tier2          BUSI.MGMT                  293000
## 40418   Other          BUSI.MGMT                  180000
## 40422   FAANG          BUSI.MGMT                  344000
## 40425   Tier2 Engineer.Scientist                  400000
## 40430   Tier2 Engineer.Scientist                  185000
## 40434   FAANG Engineer.Scientist                  265000
## 40435   Other Engineer.Scientist                   91000
## 40440   FAANG              Other                  155000
## 40442   Other Engineer.Scientist                  147000
## 40443   Other          BUSI.MGMT                  130000
## 40444   Other Engineer.Scientist                  343000
## 40447   Tier2 Engineer.Scientist                  365000
## 40448   Tier2 Engineer.Scientist                  150000
## 40450   Other          BUSI.MGMT                  450000
## 40451   Tier2 Engineer.Scientist                  300000
## 40453   Other Engineer.Scientist                  142000
## 40455   Tier2 Engineer.Scientist                  230000
## 40456   Tier2 Engineer.Scientist                  225000
## 40462   FAANG Engineer.Scientist                  856000
## 40463   Tier2 Engineer.Scientist                  169000
## 40464   Other Engineer.Scientist                  175000
## 40466   Other Engineer.Scientist                  500000
## 40469   FAANG Engineer.Scientist                  110000
## 40470   Other Engineer.Scientist                  224000
## 40473   Tier2 Engineer.Scientist                  294000
## 40475   Other Engineer.Scientist                  350000
## 40477   Tier2              Other                  195000
## 40478   Other Engineer.Scientist                  150000
## 40479   Other Engineer.Scientist                  158000
## 40480   Tier2          BUSI.MGMT                  182000
## 40481   Other Engineer.Scientist                  138000
## 40483   Other Engineer.Scientist                  178000
## 40485   FAANG Engineer.Scientist                  280000
## 40486   Other Engineer.Scientist                   88000
## 40488   Tier2          BUSI.MGMT                  159000
## 40491   Other Engineer.Scientist                  130000
## 40493   Other Engineer.Scientist                  110000
## 40496   Tier2 Engineer.Scientist                  157000
## 40497   Other Engineer.Scientist                  295000
## 40498   Other Engineer.Scientist                  102000
## 40501   Other Engineer.Scientist                  237000
## 40503   Other Engineer.Scientist                  162000
## 40505   Tier2 Engineer.Scientist                  285000
## 40507   Tier2 Engineer.Scientist                  164000
## 40508   Tier2 Engineer.Scientist                   57000
## 40509   FAANG              Other                  135000
## 40510   Tier2 Engineer.Scientist                  313000
## 40516   Tier2 Engineer.Scientist                  217000
## 40518   Tier2 Engineer.Scientist                  216000
## 40519   Other Engineer.Scientist                  220000
## 40521   Tier2          BUSI.MGMT                  120000
## 40522   FAANG Engineer.Scientist                  130000
## 40523   Other Engineer.Scientist                  317000
## 40525   Tier2              Other                  259000
## 40530   Tier2 Engineer.Scientist                  120000
## 40531   FAANG          BUSI.MGMT                  209000
## 40534   FAANG Engineer.Scientist                  363000
## 40536   Tier2          BUSI.MGMT                  180000
## 40537   Tier2 Engineer.Scientist                  165000
## 40539   Other Engineer.Scientist                  238000
## 40541   FAANG Engineer.Scientist                  188000
## 40542   Other Engineer.Scientist                  172000
## 40543   Other Engineer.Scientist                  310000
## 40544   Tier2 Engineer.Scientist                  123000
## 40546   Other              Other                  300000
## 40548   Tier2 Engineer.Scientist                  125000
## 40549   FAANG          BUSI.MGMT                  420000
## 40553   Tier2          BUSI.MGMT                  338000
## 40554   Tier2          BUSI.MGMT                  340000
## 40555   FAANG          BUSI.MGMT                  127000
## 40557   Tier2              Other                  165000
## 40558   Other              Other                  186000
## 40563   Other Engineer.Scientist                  120000
## 40566   Other Engineer.Scientist                  153000
## 40573   FAANG          BUSI.MGMT                  244000
## 40574   Other Engineer.Scientist                  130000
## 40575   FAANG Engineer.Scientist                  223000
## 40576   Tier2 Engineer.Scientist                   90000
## 40577   Other          BUSI.MGMT                  100000
## 40578   Tier2 Engineer.Scientist                   88000
## 40582   Other Engineer.Scientist                   82000
## 40583   Other Engineer.Scientist                  100000
## 40584   FAANG              Other                  143000
## 40588   Tier2 Engineer.Scientist                  122000
## 40589   FAANG Engineer.Scientist                  176000
## 40590   Tier2              Other                  223000
## 40591   FAANG Engineer.Scientist                  136000
## 40592   Other Engineer.Scientist                   90000
## 40593   Tier2 Engineer.Scientist                  330000
## 40596   FAANG              Other                  146000
## 40597   Other Engineer.Scientist                  140000
## 40601   Tier2 Engineer.Scientist                  220000
## 40604   FAANG Engineer.Scientist                  200000
## 40605   Tier2 Engineer.Scientist                  198000
## 40607   FAANG Engineer.Scientist                   20000
## 40609   Other Engineer.Scientist                  153000
## 40610   Other Engineer.Scientist                  317000
## 40614   Other Engineer.Scientist                  130000
## 40616   Other Engineer.Scientist                   79000
## 40618   Other          BUSI.MGMT                  206000
## 40619   Tier2          BUSI.MGMT                  140000
## 40620   Tier2          BUSI.MGMT                  140000
## 40626   Other Engineer.Scientist                   85000
## 40630   FAANG          BUSI.MGMT                  172000
## 40631   Other Engineer.Scientist                  213000
## 40632   Other Engineer.Scientist                  140000
## 40635   FAANG Engineer.Scientist                  347000
## 40636   Tier2 Engineer.Scientist                  197000
## 40647   FAANG Engineer.Scientist                  179000
## 40651   FAANG          BUSI.MGMT                  313000
## 40652   FAANG              Other                  337000
## 40653   FAANG Engineer.Scientist                  150000
## 40654   Tier2 Engineer.Scientist                  250000
## 40655   Other Engineer.Scientist                  240000
## 40662   Other          BUSI.MGMT                  178000
## 40663   FAANG Engineer.Scientist                  159000
## 40664   Other Engineer.Scientist                  116000
## 40669   FAANG Engineer.Scientist                  276000
## 40672   Other          BUSI.MGMT                  700000
## 40678   Tier2 Engineer.Scientist                  304000
## 40681   FAANG Engineer.Scientist                  278000
## 40682   FAANG Engineer.Scientist                  276000
## 40683   Tier2 Engineer.Scientist                  239000
## 40686   Other              Other                   33000
## 40687   Other Engineer.Scientist                  100000
## 40688   Other Engineer.Scientist                   21000
## 40689   FAANG          BUSI.MGMT                  170000
## 40692   Tier2          BUSI.MGMT                   90000
## 40693   FAANG Engineer.Scientist                  201000
## 40695   FAANG Engineer.Scientist                   30000
## 40700   FAANG          BUSI.MGMT                  240000
## 40702   Other Engineer.Scientist                  360000
## 40703   Other Engineer.Scientist                   66000
## 40705   Other Engineer.Scientist                  136000
## 40706   Other Engineer.Scientist                  113000
## 40713   Other          BUSI.MGMT                   74000
## 40715   FAANG Engineer.Scientist                  199000
## 40716   Tier2 Engineer.Scientist                  175000
## 40719   Other Engineer.Scientist                  110000
## 40723   Tier2          BUSI.MGMT                  239000
## 40724   Tier2 Engineer.Scientist                  106000
## 40725   FAANG Engineer.Scientist                  343000
## 40726   Tier2 Engineer.Scientist                  150000
## 40730   FAANG Engineer.Scientist                  227000
## 40731   Other Engineer.Scientist                  121000
## 40732   FAANG Engineer.Scientist                  428000
## 40736   Tier2 Engineer.Scientist                  105000
## 40738   Other Engineer.Scientist                   94000
## 40740   Other Engineer.Scientist                  119000
## 40742   Tier2          BUSI.MGMT                  197000
## 40746   Tier2 Engineer.Scientist                  318000
## 40749   FAANG Engineer.Scientist                  176000
## 40757   Tier2 Engineer.Scientist                   87000
## 40760   Tier2              Other                  177000
## 40762   Tier2 Engineer.Scientist                  182000
## 40764   Other Engineer.Scientist                 1005000
## 40766   Tier2 Engineer.Scientist                  540000
## 40767   Tier2              Other                  120000
## 40768   Tier2 Engineer.Scientist                   94000
## 40770   Other              Other                  170000
## 40771   Other Engineer.Scientist                   26000
## 40779   Tier2          BUSI.MGMT                  148000
## 40780   Tier2 Engineer.Scientist                  161000
## 40784   FAANG Engineer.Scientist                  271000
## 40787   FAANG          BUSI.MGMT                  240000
## 40788   Other Engineer.Scientist                  140000
## 40789   Other Engineer.Scientist                  150000
## 40790   Tier2 Engineer.Scientist                  165000
## 40791   Tier2 Engineer.Scientist                  240000
## 40792   Other Engineer.Scientist                  131000
## 40793   Other Engineer.Scientist                   85000
## 40795   Tier2 Engineer.Scientist                  176000
## 40797   Tier2          BUSI.MGMT                  180000
## 40798   Other Engineer.Scientist                  250000
## 40799   Other          BUSI.MGMT                  145000
## 40803   FAANG Engineer.Scientist                  145000
## 40811   FAANG          BUSI.MGMT                  300000
## 40815   Tier2          BUSI.MGMT                  290000
## 40820   Tier2 Engineer.Scientist                  290000
## 40825   Other Engineer.Scientist                  231000
## 40826   Tier2 Engineer.Scientist                  230000
## 40827   Tier2 Engineer.Scientist                  207000
## 40829   Tier2 Engineer.Scientist                  111000
## 40832   Tier2 Engineer.Scientist                   99000
## 40833   Tier2 Engineer.Scientist                   36000
## 40834   FAANG Engineer.Scientist                  530000
## 40837   Other Engineer.Scientist                   34000
## 40840   Tier2 Engineer.Scientist                  543000
## 40841   Other          BUSI.MGMT                   96000
## 40842   Tier2          BUSI.MGMT                   56000
## 40845   Other Engineer.Scientist                  140000
## 40846   Other          BUSI.MGMT                  160000
## 40847   Tier2 Engineer.Scientist                  170000
## 40848   Other Engineer.Scientist                   80000
## 40849   Other              Other                  120000
## 40853   Tier2 Engineer.Scientist                  179000
## 40855   FAANG Engineer.Scientist                  205000
## 40856   Other Engineer.Scientist                   72000
## 40860   FAANG          BUSI.MGMT                  275000
## 40861   FAANG Engineer.Scientist                  280000
## 40864   Other Engineer.Scientist                  500000
## 40865   FAANG Engineer.Scientist                  243000
## 40866   Tier2 Engineer.Scientist                  140000
## 40870   Other Engineer.Scientist                   62000
## 40871   FAANG              Other                  230000
## 40874   FAANG              Other                  239000
## 40875   Other Engineer.Scientist                   75000
## 40877   Other Engineer.Scientist                  117000
## 40878   Tier2 Engineer.Scientist                  141000
## 40880   Tier2          BUSI.MGMT                  215000
## 40881   Other Engineer.Scientist                   95000
## 40887   FAANG Engineer.Scientist                   64000
## 40889   Tier2 Engineer.Scientist                  260000
## 40890   FAANG Engineer.Scientist                  460000
## 40891   FAANG Engineer.Scientist                  289000
## 40892   Tier2 Engineer.Scientist                   71000
## 40893   Other Engineer.Scientist                  119000
## 40894   Other          BUSI.MGMT                  265000
## 40895   FAANG Engineer.Scientist                  203000
## 40897   Tier2 Engineer.Scientist                   40000
## 40900   Tier2 Engineer.Scientist                  570000
## 40901   FAANG Engineer.Scientist                  175000
## 40904   FAANG Engineer.Scientist                  132000
## 40905   Other Engineer.Scientist                  175000
## 40907   FAANG Engineer.Scientist                  216000
## 40909   Other Engineer.Scientist                  204000
## 40910   Other Engineer.Scientist                  120000
## 40911   Tier2 Engineer.Scientist                  190000
## 40912   Other Engineer.Scientist                  131000
## 40916   Tier2 Engineer.Scientist                  186000
## 40918   FAANG Engineer.Scientist                  200000
## 40919   Other              Other                  168000
## 40921   Other Engineer.Scientist                  217000
## 40923   Other          BUSI.MGMT                  102000
## 40924   Tier2 Engineer.Scientist                  188000
## 40927   Tier2              Other                  177000
## 40937   Tier2 Engineer.Scientist                  168000
## 40941   FAANG Engineer.Scientist                  151000
## 40943   FAANG Engineer.Scientist                  380000
## 40945   Tier2 Engineer.Scientist                  421000
## 40946   Other Engineer.Scientist                  263000
## 40949   Tier2          BUSI.MGMT                  190000
## 40950   FAANG Engineer.Scientist                  148000
## 40952   FAANG Engineer.Scientist                  254000
## 40953   Tier2 Engineer.Scientist                  208000
## 40959   Other Engineer.Scientist                   74000
## 40961   Tier2 Engineer.Scientist                  190000
## 40964   Tier2 Engineer.Scientist                  168000
## 40965   Tier2 Engineer.Scientist                  175000
## 40966   Other Engineer.Scientist                  163000
## 40971   Other Engineer.Scientist                  227000
## 40973   Tier2 Engineer.Scientist                  180000
## 40974   Other              Other                  149000
## 40976   FAANG Engineer.Scientist                  219000
## 40977   FAANG              Other                  278000
## 40979   FAANG Engineer.Scientist                  321000
## 40981   Other Engineer.Scientist                   90000
## 40982   Other Engineer.Scientist                  152000
## 40985   FAANG          BUSI.MGMT                  500000
## 40987   Other Engineer.Scientist                  102000
## 40988   Tier2 Engineer.Scientist                  224000
## 40990   Tier2 Engineer.Scientist                  145000
## 40995   Tier2 Engineer.Scientist                  137000
## 40997   Tier2 Engineer.Scientist                  194000
## 40998   Tier2          BUSI.MGMT                   95000
## 40999   Other Engineer.Scientist                  225000
## 41000   Tier2 Engineer.Scientist                  111000
## 41002   Tier2          BUSI.MGMT                  232000
## 41003   FAANG Engineer.Scientist                  279000
## 41005   Tier2          BUSI.MGMT                  240000
## 41006   Other Engineer.Scientist                  105000
## 41009   FAANG Engineer.Scientist                  549000
## 41011   FAANG          BUSI.MGMT                  430000
## 41012   Tier2 Engineer.Scientist                  275000
## 41013   Tier2 Engineer.Scientist                  510000
## 41021   Tier2              Other                   25000
## 41024   Other          BUSI.MGMT                  258000
## 41026   Tier2          BUSI.MGMT                  139000
## 41027   FAANG Engineer.Scientist                  192000
## 41031   Tier2 Engineer.Scientist                  330000
## 41034   Other Engineer.Scientist                  200000
## 41035   Other Engineer.Scientist                  150000
## 41036   Other Engineer.Scientist                   59000
## 41037   Other Engineer.Scientist                   91000
## 41039   Tier2              Other                  458000
## 41046   Other          BUSI.MGMT                  132000
## 41047   Other Engineer.Scientist                   90000
## 41048   Other Engineer.Scientist                   82000
## 41049   Other Engineer.Scientist                  105000
## 41050   Other Engineer.Scientist                  465000
## 41052   Other Engineer.Scientist                  235000
## 41054   Tier2 Engineer.Scientist                  138000
## 41056   Other Engineer.Scientist                  150000
## 41064   Other          BUSI.MGMT                  100000
## 41065   Other Engineer.Scientist                  137000
## 41068   Other Engineer.Scientist                  219000
## 41069   Tier2          BUSI.MGMT                  253000
## 41078   FAANG          BUSI.MGMT                  166000
## 41080   FAANG Engineer.Scientist                  234000
## 41082   Other Engineer.Scientist                   33000
## 41084   Tier2          BUSI.MGMT                 1130000
## 41085   FAANG              Other                  151000
## 41086   Tier2 Engineer.Scientist                  264000
## 41088   Tier2 Engineer.Scientist                  210000
## 41089   Tier2 Engineer.Scientist                  280000
## 41090   Tier2 Engineer.Scientist                   96000
## 41091   Other Engineer.Scientist                   77000
## 41094   FAANG Engineer.Scientist                  230000
## 41099   Other Engineer.Scientist                  115000
## 41101   Other              Other                  176000
## 41106   FAANG Engineer.Scientist                  175000
## 41107   Tier2 Engineer.Scientist                  307000
## 41109   Tier2 Engineer.Scientist                  230000
## 41111   Other Engineer.Scientist                  148000
## 41113   FAANG              Other                  260000
## 41117   Tier2 Engineer.Scientist                  529000
## 41122   Tier2 Engineer.Scientist                  341000
## 41124   FAANG          BUSI.MGMT                  165000
## 41126   Tier2              Other                  375000
## 41128   Other Engineer.Scientist                  325000
## 41130   Tier2              Other                  200000
## 41131   Other Engineer.Scientist                   70000
## 41136   Other Engineer.Scientist                   77000
## 41137   Tier2          BUSI.MGMT                  176000
## 41140   Tier2 Engineer.Scientist                  166000
## 41142   Tier2 Engineer.Scientist                  175000
## 41143   Tier2 Engineer.Scientist                  252000
## 41147   Other Engineer.Scientist                  146000
## 41149   Other Engineer.Scientist                   68000
## 41150   FAANG Engineer.Scientist                  100000
## 41152   Other Engineer.Scientist                  305000
## 41154   FAANG Engineer.Scientist                  199000
## 41157   Tier2 Engineer.Scientist                  125000
## 41159   FAANG Engineer.Scientist                  515000
## 41160   Other Engineer.Scientist                  107000
## 41165   Tier2 Engineer.Scientist                  116000
## 41167   Tier2 Engineer.Scientist                  213000
## 41169   Other Engineer.Scientist                  480000
## 41171   FAANG Engineer.Scientist                  152000
## 41175   FAANG Engineer.Scientist                  630000
## 41176   FAANG Engineer.Scientist                  280000
## 41179   Tier2 Engineer.Scientist                  240000
## 41181   FAANG Engineer.Scientist                  264000
## 41182   Other              Other                  210000
## 41185   FAANG          BUSI.MGMT                  272000
## 41189   Tier2 Engineer.Scientist                  258000
## 41191   Tier2 Engineer.Scientist                  128000
## 41195   Other Engineer.Scientist                  101000
## 41196   Tier2 Engineer.Scientist                   61000
## 41198   FAANG          BUSI.MGMT                  173000
## 41199   FAANG          BUSI.MGMT                  325000
## 41201   Other Engineer.Scientist                  185000
## 41202   Other Engineer.Scientist                  368000
## 41207   Tier2 Engineer.Scientist                  167000
## 41209   FAANG          BUSI.MGMT                  170000
## 41210   Other Engineer.Scientist                  490000
## 41213   Tier2 Engineer.Scientist                  305000
## 41216   Tier2          BUSI.MGMT                  129000
## 41222   Other Engineer.Scientist                  138000
## 41223   Other Engineer.Scientist                   74000
## 41226   Tier2              Other                  130000
## 41227   FAANG Engineer.Scientist                  340000
## 41228   Tier2 Engineer.Scientist                  402000
## 41229   FAANG              Other                  165000
## 41231   FAANG Engineer.Scientist                   82000
## 41232   Tier2 Engineer.Scientist                  250000
## 41237   FAANG Engineer.Scientist                  155000
## 41239   FAANG          BUSI.MGMT                  481000
## 41240   Other Engineer.Scientist                  262000
## 41245   Other Engineer.Scientist                  185000
## 41247   Other              Other                  157000
## 41249   Other Engineer.Scientist                  214000
## 41250   Other Engineer.Scientist                  174000
## 41251   Other Engineer.Scientist                   76000
## 41252   FAANG              Other                  126000
## 41254   Other Engineer.Scientist                  160000
## 41255   Other Engineer.Scientist                  178000
## 41257   FAANG          BUSI.MGMT                  650000
## 41265   Tier2 Engineer.Scientist                  250000
## 41266   FAANG          BUSI.MGMT                  191000
## 41267   Tier2 Engineer.Scientist                  200000
## 41270   Tier2 Engineer.Scientist                   68000
## 41272   FAANG          BUSI.MGMT                  135000
## 41277   Other Engineer.Scientist                  163000
## 41278   Tier2 Engineer.Scientist                  222000
## 41280   Other          BUSI.MGMT                  190000
## 41284   FAANG          BUSI.MGMT                  267000
## 41286   Other              Other                  111000
## 41287   Tier2 Engineer.Scientist                  170000
## 41290   Other Engineer.Scientist                  870000
## 41291   FAANG          BUSI.MGMT                 1225000
## 41297   Other              Other                  142000
## 41301   Tier2 Engineer.Scientist                  203000
## 41302   Tier2 Engineer.Scientist                  161000
## 41304   Other Engineer.Scientist                  123000
## 41306   Tier2 Engineer.Scientist                   37000
## 41311   FAANG          BUSI.MGMT                  220000
## 41313   FAANG Engineer.Scientist                  317000
## 41316   FAANG Engineer.Scientist                  150000
## 41318   Other              Other                  298000
## 41321   Tier2              Other                  137000
## 41323   Other          BUSI.MGMT                  383000
## 41324   Tier2              Other                  203000
## 41325   FAANG          BUSI.MGMT                  123000
## 41328   Other Engineer.Scientist                  167000
## 41329   FAANG Engineer.Scientist                  365000
## 41333   Other Engineer.Scientist                  300000
## 41338   Other Engineer.Scientist                   61000
## 41340   Other              Other                  108000
## 41341   Other          BUSI.MGMT                  349000
## 41350   Tier2 Engineer.Scientist                  112000
## 41351   Tier2 Engineer.Scientist                  210000
## 41352   Tier2 Engineer.Scientist                   40000
## 41354   Tier2          BUSI.MGMT                  523000
## 41355   Tier2 Engineer.Scientist                  275000
## 41359   Other Engineer.Scientist                  301000
## 41366   Tier2 Engineer.Scientist                   89000
## 41369   Tier2 Engineer.Scientist                  100000
## 41372   FAANG Engineer.Scientist                  500000
## 41374   Other Engineer.Scientist                   34000
## 41378   Other Engineer.Scientist                  115000
## 41380   Other Engineer.Scientist                  230000
## 41382   Other          BUSI.MGMT                  400000
## 41385   FAANG Engineer.Scientist                  375000
## 41386   Tier2 Engineer.Scientist                  727000
## 41387   FAANG              Other                  425000
## 41388   Other Engineer.Scientist                  300000
## 41391   Tier2 Engineer.Scientist                  168000
## 41393   Tier2          BUSI.MGMT                  450000
## 41394   FAANG          BUSI.MGMT                  163000
## 41395   FAANG Engineer.Scientist                  215000
## 41396   Tier2 Engineer.Scientist                  168000
## 41397   Other Engineer.Scientist                  145000
## 41399   Other Engineer.Scientist                   38000
## 41400   Other Engineer.Scientist                   38000
## 41401   Tier2 Engineer.Scientist                  138000
## 41406   FAANG Engineer.Scientist                  260000
## 41407   Tier2          BUSI.MGMT                  109000
## 41408   Other              Other                  333000
## 41410   FAANG Engineer.Scientist                  235000
## 41413   Other Engineer.Scientist                  110000
## 41414   FAANG Engineer.Scientist                  365000
## 41416   Other Engineer.Scientist                  210000
## 41423   FAANG          BUSI.MGMT                  277000
## 41426   Other Engineer.Scientist                  102000
## 41431   Tier2 Engineer.Scientist                  202000
## 41434   Tier2 Engineer.Scientist                  146000
## 41438   Tier2 Engineer.Scientist                   43000
## 41442   Other Engineer.Scientist                   25000
## 41446   Other Engineer.Scientist                  187000
## 41452   Other Engineer.Scientist                  250000
## 41454   Tier2          BUSI.MGMT                  435000
## 41455   Other              Other                  240000
## 41456   FAANG Engineer.Scientist                  276000
## 41457   FAANG Engineer.Scientist                  255000
## 41460   Other Engineer.Scientist                  307000
## 41462   Other Engineer.Scientist                  164000
## 41465   Tier2 Engineer.Scientist                  163000
## 41467   Tier2          BUSI.MGMT                  284000
## 41469   Tier2 Engineer.Scientist                  239000
## 41471   FAANG Engineer.Scientist                  150000
## 41476   Other          BUSI.MGMT                  216000
## 41477   Tier2 Engineer.Scientist                  345000
## 41480   Tier2 Engineer.Scientist                   29000
## 41481   Tier2 Engineer.Scientist                   23000
## 41482   Other Engineer.Scientist                  100000
## 41485   Other Engineer.Scientist                  750000
## 41486   Other Engineer.Scientist                  126000
## 41488   Tier2 Engineer.Scientist                  200000
## 41490   Other Engineer.Scientist                  400000
## 41491   Other              Other                  155000
## 41492   Tier2 Engineer.Scientist                  196000
## 41493   Other Engineer.Scientist                  179000
## 41494   Tier2 Engineer.Scientist                  150000
## 41499   Other              Other                  372000
## 41502   Tier2 Engineer.Scientist                  187000
## 41505   Tier2 Engineer.Scientist                  129000
## 41506   Other Engineer.Scientist                  261000
## 41507   FAANG Engineer.Scientist                  133000
## 41509   FAANG Engineer.Scientist                  117000
## 41510   FAANG          BUSI.MGMT                  248000
## 41512   Other Engineer.Scientist                  261000
## 41516   Tier2 Engineer.Scientist                  222000
## 41517   Tier2 Engineer.Scientist                  180000
## 41521   Other              Other                  100000
## 41522   Other          BUSI.MGMT                   88000
## 41523   Tier2              Other                  155000
## 41526   Tier2 Engineer.Scientist                  140000
## 41527   Tier2 Engineer.Scientist                  150000
## 41528   Other Engineer.Scientist                  170000
## 41531   FAANG Engineer.Scientist                  245000
## 41534   Tier2 Engineer.Scientist                  266000
## 41537   Other Engineer.Scientist                   89000
## 41540   Other Engineer.Scientist                  290000
## 41543   Other Engineer.Scientist                   65000
## 41547   Other Engineer.Scientist                  259000
## 41549   Other Engineer.Scientist                   73000
## 41550   Other Engineer.Scientist                   85000
## 41553   Tier2 Engineer.Scientist                   26000
## 41557   FAANG Engineer.Scientist                  225000
## 41561   Tier2 Engineer.Scientist                  246000
## 41562   Tier2 Engineer.Scientist                  140000
## 41564   Other Engineer.Scientist                  170000
## 41566   Other Engineer.Scientist                  155000
## 41572   Other Engineer.Scientist                  104000
## 41575   Other              Other                  140000
## 41576   Tier2 Engineer.Scientist                  263000
## 41577   Other          BUSI.MGMT                  155000
## 41583   Other Engineer.Scientist                  150000
## 41585   Tier2 Engineer.Scientist                  233000
## 41586   Tier2 Engineer.Scientist                  149000
## 41587   Tier2          BUSI.MGMT                  131000
## 41589   Tier2 Engineer.Scientist                  152000
## 41595   Other Engineer.Scientist                  290000
## 41596   Other Engineer.Scientist                  400000
## 41597   Tier2 Engineer.Scientist                  262000
## 41598   FAANG Engineer.Scientist                  398000
## 41600   Tier2 Engineer.Scientist                  273000
## 41602   Tier2 Engineer.Scientist                  168000
## 41603   Other Engineer.Scientist                  380000
## 41605   Tier2 Engineer.Scientist                  154000
## 41606   Tier2 Engineer.Scientist                  174000
## 41609   FAANG Engineer.Scientist                  251000
## 41610   FAANG          BUSI.MGMT                  210000
## 41611   Other Engineer.Scientist                   57000
## 41613   Tier2          BUSI.MGMT                  135000
## 41618   Other Engineer.Scientist                  203000
## 41619   Other Engineer.Scientist                  352000
## 41622   FAANG Engineer.Scientist                  200000
## 41624   FAANG Engineer.Scientist                  347000
## 41626   Other Engineer.Scientist                  413000
## 41627   Other Engineer.Scientist                  216000
## 41628   FAANG Engineer.Scientist                  357000
## 41630   Tier2 Engineer.Scientist                  180000
## 41631   Other          BUSI.MGMT                   81000
## 41633   Other Engineer.Scientist                  200000
## 41634   Other Engineer.Scientist                  103000
## 41636   FAANG Engineer.Scientist                  630000
## 41638   Other          BUSI.MGMT                  315000
## 41640   FAANG          BUSI.MGMT                  133000
## 41642   Other          BUSI.MGMT                  240000
## 41643   Tier2 Engineer.Scientist                  225000
## 41644   Other Engineer.Scientist                  300000
## 41646   Tier2 Engineer.Scientist                  104000
## 41647   Tier2 Engineer.Scientist                   19000
## 41651   Tier2 Engineer.Scientist                  202000
## 41653   Other          BUSI.MGMT                  171000
## 41654   Tier2 Engineer.Scientist                  116000
## 41655   Tier2 Engineer.Scientist                   44000
## 41656   Tier2 Engineer.Scientist                  561000
## 41659   Tier2 Engineer.Scientist                  140000
## 41661   Other          BUSI.MGMT                   87000
## 41662   FAANG Engineer.Scientist                  998000
## 41663   FAANG Engineer.Scientist                  125000
## 41664   FAANG Engineer.Scientist                  112000
## 41667   Tier2 Engineer.Scientist                  180000
## 41668   FAANG              Other                  312000
## 41669   Tier2 Engineer.Scientist                   48000
## 41674   FAANG Engineer.Scientist                  169000
## 41675   Tier2 Engineer.Scientist                   84000
## 41681   Other Engineer.Scientist                  325000
## 41683   Tier2          BUSI.MGMT                  200000
## 41684   FAANG Engineer.Scientist                  552000
## 41685   FAANG Engineer.Scientist                  163000
## 41687   FAANG Engineer.Scientist                  600000
## 41689   Other Engineer.Scientist                  125000
## 41691   Other          BUSI.MGMT                  110000
## 41692   Tier2 Engineer.Scientist                  140000
## 41693   Other          BUSI.MGMT                  216000
## 41694   Tier2 Engineer.Scientist                  203000
## 41698   Tier2 Engineer.Scientist                  165000
## 41699   Tier2          BUSI.MGMT                  261000
## 41700   Tier2 Engineer.Scientist                  310000
## 41701   Tier2 Engineer.Scientist                  155000
## 41703   Tier2 Engineer.Scientist                   40000
## 41705   Tier2 Engineer.Scientist                  176000
## 41707   Tier2          BUSI.MGMT                   88000
## 41712   Tier2              Other                  270000
## 41715   Other          BUSI.MGMT                  216000
## 41718   Other Engineer.Scientist                  108000
## 41720   FAANG Engineer.Scientist                  191000
## 41723   FAANG          BUSI.MGMT                  199000
## 41724   Other Engineer.Scientist                  145000
## 41726   Other Engineer.Scientist                  260000
## 41728   Other          BUSI.MGMT                   67000
## 41730   Other              Other                  133000
## 41732   FAANG Engineer.Scientist                  178000
## 41736   FAANG Engineer.Scientist                  220000
## 41737   FAANG Engineer.Scientist                  192000
## 41740   FAANG Engineer.Scientist                  228000
## 41743   FAANG Engineer.Scientist                  390000
## 41745   FAANG Engineer.Scientist                  423000
## 41748   Tier2          BUSI.MGMT                  155000
## 41750   FAANG Engineer.Scientist                  455000
## 41752   Other Engineer.Scientist                   58000
## 41758   Other Engineer.Scientist                  190000
## 41759   Other Engineer.Scientist                   39000
## 41760   Other Engineer.Scientist                  400000
## 41762   Tier2 Engineer.Scientist                  114000
## 41765   Tier2 Engineer.Scientist                  169000
## 41768   Other Engineer.Scientist                  191000
## 41769   Tier2 Engineer.Scientist                   66000
## 41770   Tier2 Engineer.Scientist                  124000
## 41774   Other              Other                  372000
## 41776   FAANG Engineer.Scientist                  202000
## 41777   Tier2 Engineer.Scientist                  150000
## 41778   Other Engineer.Scientist                   95000
## 41779   Other Engineer.Scientist                  340000
## 41780   Tier2 Engineer.Scientist                  173000
## 41781   Other Engineer.Scientist                   63000
## 41782   Tier2 Engineer.Scientist                  280000
## 41783   Tier2 Engineer.Scientist                  176000
## 41785   FAANG Engineer.Scientist                  321000
## 41788   Tier2 Engineer.Scientist                  144000
## 41791   Other Engineer.Scientist                  125000
## 41792   Tier2 Engineer.Scientist                  268000
## 41794   Tier2 Engineer.Scientist                  103000
## 41795   Tier2 Engineer.Scientist                  101000
## 41798   Other Engineer.Scientist                   91000
## 41800   FAANG Engineer.Scientist                  264000
## 41801   Tier2 Engineer.Scientist                  260000
## 41802   FAANG              Other                  183000
## 41803   Other Engineer.Scientist                  282000
## 41804   Tier2 Engineer.Scientist                  168000
## 41805   Other Engineer.Scientist                  550000
## 41806   Tier2 Engineer.Scientist                  170000
## 41807   Other Engineer.Scientist                  290000
## 41808   Tier2 Engineer.Scientist                  236000
## 41815   Tier2          BUSI.MGMT                  235000
## 41818   FAANG          BUSI.MGMT                  260000
## 41822   Tier2 Engineer.Scientist                  269000
## 41823   FAANG Engineer.Scientist                  445000
## 41824   Tier2 Engineer.Scientist                  210000
## 41832   Other Engineer.Scientist                  196000
## 41833   Tier2 Engineer.Scientist                  162000
## 41838   Other Engineer.Scientist                   75000
## 41839   Tier2          BUSI.MGMT                  155000
## 41840   Tier2 Engineer.Scientist                  308000
## 41841   FAANG Engineer.Scientist                  250000
## 41842   Tier2 Engineer.Scientist                  487000
## 41843   Tier2 Engineer.Scientist                  375000
## 41845   FAANG          BUSI.MGMT                  290000
## 41846   Tier2 Engineer.Scientist                  390000
## 41847   Other Engineer.Scientist                  182000
## 41849   Tier2 Engineer.Scientist                  130000
## 41851   Tier2 Engineer.Scientist                  420000
## 41852   FAANG              Other                  205000
## 41857   Other Engineer.Scientist                  179000
## 41858   FAANG Engineer.Scientist                  200000
## 41860   Other              Other                  464000
## 41863   Tier2 Engineer.Scientist                  125000
## 41865   Tier2 Engineer.Scientist                  131000
## 41872   Other          BUSI.MGMT                  430000
## 41879   Other Engineer.Scientist                   72000
## 41880   FAANG Engineer.Scientist                  283000
## 41881   Other Engineer.Scientist                  214000
## 41886   Tier2 Engineer.Scientist                  165000
## 41887   Tier2 Engineer.Scientist                  295000
## 41888   Other Engineer.Scientist                  115000
## 41890   Other Engineer.Scientist                  248000
## 41892   Tier2 Engineer.Scientist                  165000
## 41893   Tier2 Engineer.Scientist                  210000
## 41895   Other Engineer.Scientist                   71000
## 41899   Other Engineer.Scientist                   70000
## 41901   FAANG          BUSI.MGMT                  825000
## 41902   FAANG              Other                  290000
## 41906   Tier2 Engineer.Scientist                  225000
## 41908   Tier2 Engineer.Scientist                  230000
## 41909   Other          BUSI.MGMT                  290000
## 41911   Tier2 Engineer.Scientist                  195000
## 41912   Other Engineer.Scientist                  110000
## 41913   FAANG Engineer.Scientist                  370000
## 41917   FAANG Engineer.Scientist                  168000
## 41918   FAANG Engineer.Scientist                  150000
## 41919   Other          BUSI.MGMT                  187000
## 41923   FAANG Engineer.Scientist                  194000
## 41924   Tier2 Engineer.Scientist                  310000
## 41927   Tier2          BUSI.MGMT                  395000
## 41928   Other Engineer.Scientist                   97000
## 41929   Other          BUSI.MGMT                  117000
## 41930   Other          BUSI.MGMT                  200000
## 41931   FAANG Engineer.Scientist                  231000
## 41932   Tier2 Engineer.Scientist                  247000
## 41933   FAANG Engineer.Scientist                  265000
## 41936   FAANG Engineer.Scientist                  240000
## 41938   Other Engineer.Scientist                   85000
## 41941   Tier2 Engineer.Scientist                  420000
## 41948   Other Engineer.Scientist                  299000
## 41950   Other Engineer.Scientist                  400000
## 41953   Tier2 Engineer.Scientist                  150000
## 41955   Tier2 Engineer.Scientist                  248000
## 41965   FAANG Engineer.Scientist                  273000
## 41967   Tier2          BUSI.MGMT                  105000
## 41969   Tier2 Engineer.Scientist                  121000
## 41979   FAANG Engineer.Scientist                  415000
## 41990   Other Engineer.Scientist                   48000
## 41993   Other Engineer.Scientist                   37000
## 41994   FAANG              Other                  196000
## 42000   Other          BUSI.MGMT                  205000
## 42002   Other Engineer.Scientist                   95000
## 42003   Other Engineer.Scientist                  193000
## 42012   FAANG Engineer.Scientist                  300000
## 42013   FAANG Engineer.Scientist                  135000
## 42016   Tier2              Other                  125000
## 42024   Other Engineer.Scientist                   98000
## 42025   FAANG Engineer.Scientist                  356000
## 42027   Tier2 Engineer.Scientist                  530000
## 42028   Tier2          BUSI.MGMT                  225000
## 42032   FAANG          BUSI.MGMT                  370000
## 42034   Other Engineer.Scientist                   42000
## 42035   Tier2 Engineer.Scientist                  328000
## 42036   FAANG Engineer.Scientist                  500000
## 42038   FAANG              Other                  600000
## 42039   Tier2          BUSI.MGMT                  253000
## 42042   Other Engineer.Scientist                   96000
## 42046   Other Engineer.Scientist                  160000
## 42047   Other Engineer.Scientist                  152000
## 42048   FAANG Engineer.Scientist                  570000
## 42050   Tier2 Engineer.Scientist                  117000
## 42052   Other Engineer.Scientist                   15000
## 42054   Tier2 Engineer.Scientist                  159000
## 42055   Other              Other                   93000
## 42056   Other Engineer.Scientist                   93000
## 42058   Tier2 Engineer.Scientist                   54000
## 42059   Other Engineer.Scientist                  340000
## 42060   Other Engineer.Scientist                  330000
## 42061   Other Engineer.Scientist                   96000
## 42068   Other Engineer.Scientist                  139000
## 42070   Other Engineer.Scientist                   81000
## 42071   Tier2 Engineer.Scientist                  333000
## 42072   Other Engineer.Scientist                  350000
## 42074   Other Engineer.Scientist                   83000
## 42076   Other Engineer.Scientist                  200000
## 42077   Other Engineer.Scientist                  115000
## 42079   Other          BUSI.MGMT                  120000
## 42083   Tier2 Engineer.Scientist                  122000
## 42085   Other              Other                  175000
## 42089   Other Engineer.Scientist                   66000
## 42095   FAANG Engineer.Scientist                  157000
## 42097   Other          BUSI.MGMT                  232000
## 42099   Tier2 Engineer.Scientist                  172000
## 42101   FAANG              Other                  335000
## 42102   Tier2 Engineer.Scientist                  204000
## 42104   FAANG Engineer.Scientist                  144000
## 42105   Other Engineer.Scientist                   96000
## 42108   FAANG Engineer.Scientist                  452000
## 42110   FAANG              Other                  190000
## 42114   Other Engineer.Scientist                  340000
## 42115   Other Engineer.Scientist                  135000
## 42116   Tier2          BUSI.MGMT                  380000
## 42122   Other Engineer.Scientist                  310000
## 42124   Tier2 Engineer.Scientist                  281000
## 42126   Other Engineer.Scientist                  278000
## 42129   Tier2              Other                  187000
## 42130   Other Engineer.Scientist                  183000
## 42132   Other              Other                   78000
## 42134   Other          BUSI.MGMT                  195000
## 42137   Tier2 Engineer.Scientist                  120000
## 42138   FAANG              Other                   73000
## 42139   Other Engineer.Scientist                  165000
## 42142   Tier2 Engineer.Scientist                  121000
## 42144   Other              Other                  175000
## 42145   FAANG Engineer.Scientist                  464000
## 42147   Tier2          BUSI.MGMT                  108000
## 42149   Tier2 Engineer.Scientist                  183000
## 42150   Other Engineer.Scientist                  100000
## 42151   Other Engineer.Scientist                   93000
## 42152   Other Engineer.Scientist                   75000
## 42156   FAANG Engineer.Scientist                  250000
## 42159   Other Engineer.Scientist                  400000
## 42160   Other Engineer.Scientist                  270000
## 42162   Tier2              Other                  158000
## 42166   Tier2 Engineer.Scientist                  236000
## 42167   FAANG Engineer.Scientist                  205000
## 42168   Tier2 Engineer.Scientist                   52000
## 42169   FAANG Engineer.Scientist                  264000
## 42170   Other              Other                  118000
## 42171   Other Engineer.Scientist                  114000
## 42174   Other              Other                  127000
## 42176   Other Engineer.Scientist                  164000
## 42177   Other Engineer.Scientist                   76000
## 42180   Other          BUSI.MGMT                  255000
## 42181   Tier2 Engineer.Scientist                  122000
## 42187   FAANG Engineer.Scientist                  467000
## 42192   Other Engineer.Scientist                  158000
## 42195   FAANG Engineer.Scientist                  600000
## 42196   FAANG          BUSI.MGMT                  197000
## 42197   Tier2 Engineer.Scientist                   86000
## 42198   Tier2          BUSI.MGMT                  270000
## 42199   Other Engineer.Scientist                  160000
## 42200   Tier2 Engineer.Scientist                  177000
## 42201   FAANG              Other                   97000
## 42202   FAANG              Other                  216000
## 42205   Other Engineer.Scientist                   93000
## 42206   Other Engineer.Scientist                  100000
## 42207   Other Engineer.Scientist                  142000
## 42208   Other Engineer.Scientist                  249000
## 42210   Tier2 Engineer.Scientist                  404000
## 42213   Other Engineer.Scientist                   80000
## 42222   FAANG              Other                  465000
## 42223   Tier2 Engineer.Scientist                  400000
## 42225   Other Engineer.Scientist                  195000
## 42228   Tier2              Other                   90000
## 42229   FAANG Engineer.Scientist                  450000
## 42231   Other              Other                   13000
## 42233   FAANG Engineer.Scientist                  193000
## 42235   Other Engineer.Scientist                  130000
## 42237   Other Engineer.Scientist                  140000
## 42238   Tier2 Engineer.Scientist                  161000
## 42241   Other Engineer.Scientist                  107000
## 42242   Tier2 Engineer.Scientist                   91000
## 42244   Tier2 Engineer.Scientist                  218000
## 42247   Tier2 Engineer.Scientist                  283000
## 42248   Other Engineer.Scientist                   60000
## 42252   FAANG          BUSI.MGMT                  198000
## 42254   Tier2          BUSI.MGMT                  195000
## 42255   Tier2 Engineer.Scientist                  177000
## 42256   Other Engineer.Scientist                  116000
## 42262   FAANG Engineer.Scientist                  213000
## 42263   Tier2 Engineer.Scientist                  312000
## 42264   FAANG Engineer.Scientist                  160000
## 42265   Other Engineer.Scientist                   99000
## 42267   Other Engineer.Scientist                  100000
## 42268   Tier2 Engineer.Scientist                  172000
## 42269   Other Engineer.Scientist                   95000
## 42273   FAANG          BUSI.MGMT                  210000
## 42275   FAANG Engineer.Scientist                  241000
## 42278   FAANG Engineer.Scientist                  112000
## 42279   Other Engineer.Scientist                  125000
## 42280   Other Engineer.Scientist                  116000
## 42283   Other Engineer.Scientist                  229000
## 42284   Other Engineer.Scientist                  122000
## 42287   Tier2 Engineer.Scientist                  201000
## 42288   Other Engineer.Scientist                  165000
## 42290   Other Engineer.Scientist                  175000
## 42292   Other Engineer.Scientist                  100000
## 42293   Tier2 Engineer.Scientist                  110000
## 42298   Tier2 Engineer.Scientist                  144000
## 42299   Tier2              Other                  240000
## 42300   Other Engineer.Scientist                  150000
## 42302   Tier2 Engineer.Scientist                  157000
## 42304   Other Engineer.Scientist                   73000
## 42306   Other          BUSI.MGMT                  115000
## 42312   FAANG Engineer.Scientist                  185000
## 42317   Other Engineer.Scientist                  104000
## 42319   Other Engineer.Scientist                  549000
## 42321   Other Engineer.Scientist                   80000
## 42323   FAANG          BUSI.MGMT                  580000
## 42325   Other Engineer.Scientist                  127000
## 42326   Tier2 Engineer.Scientist                  239000
## 42328   Tier2 Engineer.Scientist                  190000
## 42329   Other Engineer.Scientist                  192000
## 42334   Other Engineer.Scientist                  162000
## 42335   Other Engineer.Scientist                  147000
## 42336   Tier2 Engineer.Scientist                  170000
## 42338   Tier2 Engineer.Scientist                  179000
## 42341   Tier2 Engineer.Scientist                  240000
## 42343   Tier2 Engineer.Scientist                  235000
## 42345   Other Engineer.Scientist                  170000
## 42348   FAANG          BUSI.MGMT                   85000
## 42350   Tier2          BUSI.MGMT                  331000
## 42351   Other Engineer.Scientist                  105000
## 42353   Tier2 Engineer.Scientist                  280000
## 42354   Tier2 Engineer.Scientist                   92000
## 42355   Tier2 Engineer.Scientist                  100000
## 42356   FAANG Engineer.Scientist                  168000
## 42357   FAANG          BUSI.MGMT                  510000
## 42358   Other          BUSI.MGMT                  184000
## 42360   Other Engineer.Scientist                  110000
## 42361   Tier2 Engineer.Scientist                  163000
## 42362   FAANG              Other                  205000
## 42363   Tier2 Engineer.Scientist                  143000
## 42364   Other Engineer.Scientist                   91000
## 42370   Other Engineer.Scientist                  205000
## 42372   Other Engineer.Scientist                  160000
## 42376   Tier2 Engineer.Scientist                   66000
## 42377   FAANG Engineer.Scientist                  155000
## 42378   Tier2 Engineer.Scientist                   40000
## 42380   Other Engineer.Scientist                  109000
## 42383   Other Engineer.Scientist                   88000
## 42385   Tier2 Engineer.Scientist                  247000
## 42386   FAANG Engineer.Scientist                  575000
## 42389   Other Engineer.Scientist                   57000
## 42391   Other Engineer.Scientist                  118000
## 42393   Other Engineer.Scientist                  290000
## 42396   Other          BUSI.MGMT                  146000
## 42398   Other Engineer.Scientist                   20000
## 42401   Other          BUSI.MGMT                   11000
## 42406   Other Engineer.Scientist                  274000
## 42409   Other Engineer.Scientist                   88000
## 42410   Other Engineer.Scientist                  220000
## 42412   Tier2 Engineer.Scientist                  355000
## 42414   Other Engineer.Scientist                  173000
## 42415   Other Engineer.Scientist                  255000
## 42416   FAANG Engineer.Scientist                  243000
## 42417   Tier2 Engineer.Scientist                  275000
## 42418   FAANG Engineer.Scientist                  208000
## 42419   FAANG          BUSI.MGMT                  216000
## 42420   Tier2 Engineer.Scientist                  149000
## 42421   Tier2          BUSI.MGMT                   58000
## 42424   Other Engineer.Scientist                  293000
## 42427   Tier2 Engineer.Scientist                  180000
## 42430   FAANG          BUSI.MGMT                  170000
## 42433   Other Engineer.Scientist                   83000
## 42434   Other Engineer.Scientist                  152000
## 42443   Other Engineer.Scientist                  126000
## 42444   Other              Other                  234000
## 42446   Other Engineer.Scientist                  146000
## 42449   Other Engineer.Scientist                   80000
## 42451   Other Engineer.Scientist                  214000
## 42453   Tier2 Engineer.Scientist                  485000
## 42456   Other Engineer.Scientist                   94000
## 42459   Other          BUSI.MGMT                  170000
## 42464   FAANG          BUSI.MGMT                  355000
## 42465   Other          BUSI.MGMT                  217000
## 42469   FAANG Engineer.Scientist                  406000
## 42471   Other Engineer.Scientist                  358000
## 42473   Tier2 Engineer.Scientist                  251000
## 42474   Tier2 Engineer.Scientist                  223000
## 42476   Other Engineer.Scientist                  190000
## 42477   FAANG Engineer.Scientist                  315000
## 42478   Other Engineer.Scientist                  131000
## 42480   Other Engineer.Scientist                  434000
## 42482   Tier2 Engineer.Scientist                  510000
## 42485   Other Engineer.Scientist                  157000
## 42488   FAANG Engineer.Scientist                  324000
## 42489   Other Engineer.Scientist                  122000
## 42492   Tier2 Engineer.Scientist                  110000
## 42493   Other Engineer.Scientist                  440000
## 42494   Other Engineer.Scientist                  125000
## 42495   Tier2 Engineer.Scientist                  122000
## 42500   Tier2 Engineer.Scientist                   44000
## 42502   FAANG Engineer.Scientist                  180000
## 42505   Other Engineer.Scientist                   83000
## 42506   FAANG Engineer.Scientist                  252000
## 42508   FAANG Engineer.Scientist                  300000
## 42509   Other Engineer.Scientist                  172000
## 42511   Other              Other                  159000
## 42514   Other Engineer.Scientist                  160000
## 42515   Tier2          BUSI.MGMT                  206000
## 42517   Other Engineer.Scientist                  344000
## 42518   Tier2 Engineer.Scientist                  150000
## 42524   Other Engineer.Scientist                  118000
## 42526   Other Engineer.Scientist                  130000
## 42529   Other Engineer.Scientist                   89000
## 42530   Other Engineer.Scientist                  104000
## 42533   Other Engineer.Scientist                  148000
## 42535   Tier2 Engineer.Scientist                  208000
## 42536   Other Engineer.Scientist                  410000
## 42537   Other              Other                   85000
## 42539   FAANG          BUSI.MGMT                  133000
## 42540   Tier2 Engineer.Scientist                  185000
## 42541   Tier2              Other                  220000
## 42543   Tier2          BUSI.MGMT                  257000
## 42545   Tier2              Other                  110000
## 42546   Tier2 Engineer.Scientist                  151000
## 42556   Other Engineer.Scientist                   62000
## 42557   Tier2          BUSI.MGMT                  160000
## 42559   Other Engineer.Scientist                  330000
## 42560   FAANG Engineer.Scientist                  116000
## 42561   Tier2              Other                   48000
## 42563   Other Engineer.Scientist                  110000
## 42564   Other Engineer.Scientist                  110000
## 42571   Other Engineer.Scientist                   46000
## 42572   Tier2 Engineer.Scientist                   62000
## 42579   Other Engineer.Scientist                   20000
## 42582   FAANG          BUSI.MGMT                  205000
## 42591   FAANG Engineer.Scientist                  173000
## 42597   Tier2 Engineer.Scientist                  110000
## 42598   Tier2 Engineer.Scientist                  269000
## 42604   FAANG          BUSI.MGMT                  270000
## 42605   Tier2          BUSI.MGMT                  280000
## 42607   Tier2 Engineer.Scientist                  144000
## 42609   Tier2              Other                  175000
## 42610   Other Engineer.Scientist                  230000
## 42613   FAANG          BUSI.MGMT                  400000
## 42614   Tier2 Engineer.Scientist                  156000
## 42615   Other Engineer.Scientist                  171000
## 42616   Other Engineer.Scientist                  171000
## 42618   Other              Other                  145000
## 42622   Other          BUSI.MGMT                   85000
## 42625   FAANG Engineer.Scientist                  266000
## 42626   FAANG Engineer.Scientist                  210000
## 42627   Other Engineer.Scientist                  150000
## 42628   Other Engineer.Scientist                   43000
## 42629   Tier2 Engineer.Scientist                  252000
## 42637   Tier2 Engineer.Scientist                  130000
## 42649   Tier2 Engineer.Scientist                   58000
## 42650   Other Engineer.Scientist                  250000
## 42651   Other Engineer.Scientist                  113000
## 42655   Tier2              Other                  163000
## 42657   Other Engineer.Scientist                  154000
## 42658   Tier2          BUSI.MGMT                  192000
## 42660   Other Engineer.Scientist                   85000
## 42661   Tier2 Engineer.Scientist                  202000
## 42662   Other Engineer.Scientist                  180000
## 42665   Tier2 Engineer.Scientist                  120000
## 42667   FAANG Engineer.Scientist                   87000
## 42670   FAANG Engineer.Scientist                  585000
## 42671   Other          BUSI.MGMT                  244000
## 42672   Other Engineer.Scientist                  270000
## 42675   FAANG Engineer.Scientist                  159000
## 42677   Other Engineer.Scientist                  190000
## 42678   FAANG          BUSI.MGMT                  150000
## 42680   FAANG              Other                  150000
## 42681   Tier2 Engineer.Scientist                  240000
## 42686   Tier2 Engineer.Scientist                  215000
## 42687   Tier2 Engineer.Scientist                   79000
## 42689   Other              Other                   81000
## 42691   Other Engineer.Scientist                  268000
## 42698   Other Engineer.Scientist                  200000
## 42699   Tier2 Engineer.Scientist                  190000
## 42702   Other Engineer.Scientist                  301000
## 42704   FAANG Engineer.Scientist                  233000
## 42705   Tier2 Engineer.Scientist                  254000
## 42708   Other Engineer.Scientist                  186000
## 42709   Tier2 Engineer.Scientist                  130000
## 42710   Tier2 Engineer.Scientist                   99000
## 42712   FAANG Engineer.Scientist                   47000
## 42714   Other Engineer.Scientist                  230000
## 42715   Other Engineer.Scientist                  122000
## 42716   Other          BUSI.MGMT                  208000
## 42719   Tier2 Engineer.Scientist                  185000
## 42720   Other Engineer.Scientist                   46000
## 42722   Other Engineer.Scientist                   83000
## 42723   Tier2 Engineer.Scientist                   27000
## 42725   Other Engineer.Scientist                   74000
## 42730   Tier2 Engineer.Scientist                  155000
## 42735   FAANG Engineer.Scientist                   60000
## 42737   Tier2 Engineer.Scientist                   19000
## 42738   Tier2 Engineer.Scientist                   59000
## 42741   Tier2              Other                  360000
## 42745   Other Engineer.Scientist                  138000
## 42746   Other Engineer.Scientist                   95000
## 42750   Tier2 Engineer.Scientist                  178000
## 42751   FAANG Engineer.Scientist                  396000
## 42753   Other          BUSI.MGMT                  680000
## 42756   Other Engineer.Scientist                  165000
## 42763   FAANG Engineer.Scientist                  213000
## 42764   Tier2 Engineer.Scientist                  246000
## 42766   FAANG Engineer.Scientist                  195000
## 42767   Other Engineer.Scientist                   82000
## 42770   Other Engineer.Scientist                  150000
## 42771   Tier2 Engineer.Scientist                  213000
## 42772   Other Engineer.Scientist                  125000
## 42775   Tier2 Engineer.Scientist                  500000
## 42777   Other Engineer.Scientist                   80000
## 42778   Other Engineer.Scientist                  178000
## 42779   Tier2          BUSI.MGMT                  193000
## 42782   Tier2 Engineer.Scientist                  650000
## 42783   Other Engineer.Scientist                  152000
## 42784   FAANG Engineer.Scientist                  170000
## 42786   FAANG Engineer.Scientist                  195000
## 42789   Other          BUSI.MGMT                  163000
## 42791   Tier2 Engineer.Scientist                  125000
## 42794   Tier2 Engineer.Scientist                  153000
## 42799   FAANG Engineer.Scientist                  407000
## 42800   Tier2 Engineer.Scientist                  203000
## 42802   Other Engineer.Scientist                  190000
## 42804   Other Engineer.Scientist                  215000
## 42813   Tier2 Engineer.Scientist                  232000
## 42814   Other Engineer.Scientist                  200000
## 42818   Tier2              Other                  440000
## 42820   Tier2 Engineer.Scientist                  218000
## 42824   Other Engineer.Scientist                   40000
## 42827   Tier2          BUSI.MGMT                  215000
## 42828   FAANG Engineer.Scientist                  211000
## 42833   Other Engineer.Scientist                  262000
## 42835   Other Engineer.Scientist                  130000
## 42838   Other Engineer.Scientist                  150000
## 42840   Other Engineer.Scientist                   36000
## 42843   Tier2          BUSI.MGMT                  300000
## 42845   Tier2 Engineer.Scientist                  233000
## 42846   Other Engineer.Scientist                  265000
## 42847   Other Engineer.Scientist                  140000
## 42848   Other Engineer.Scientist                   40000
## 42849   Other Engineer.Scientist                  102000
## 42850   Tier2 Engineer.Scientist                   39000
## 42851   Other Engineer.Scientist                  248000
## 42852   Tier2 Engineer.Scientist                   56000
## 42856   Tier2 Engineer.Scientist                  173000
## 42858   Other Engineer.Scientist                  125000
## 42859   Other Engineer.Scientist                  129000
## 42860   Other Engineer.Scientist                  179000
## 42863   Tier2 Engineer.Scientist                   40000
## 42865   Other Engineer.Scientist                  143000
## 42869   Other Engineer.Scientist                  128000
## 42872   Other Engineer.Scientist                   40000
## 42874   Tier2 Engineer.Scientist                  138000
## 42875   Other Engineer.Scientist                  170000
## 42877   Other Engineer.Scientist                   92000
## 42880   FAANG Engineer.Scientist                  242000
## 42885   FAANG              Other                  190000
## 42888   Tier2 Engineer.Scientist                  236000
## 42890   FAANG Engineer.Scientist                  235000
## 42893   FAANG Engineer.Scientist                  235000
## 42897   Other Engineer.Scientist                  112000
## 42899   Tier2 Engineer.Scientist                  140000
## 42902   Other Engineer.Scientist                  128000
## 42904   Tier2 Engineer.Scientist                  310000
## 42905   FAANG          BUSI.MGMT                  305000
## 42911   Other Engineer.Scientist                  180000
## 42914   FAANG          BUSI.MGMT                  230000
## 42920   Other Engineer.Scientist                  220000
## 42922   FAANG Engineer.Scientist                  167000
## 42923   FAANG Engineer.Scientist                  247000
## 42924   Tier2 Engineer.Scientist                  239000
## 42926   FAANG Engineer.Scientist                  375000
## 42931   Other Engineer.Scientist                  195000
## 42933   Other          BUSI.MGMT                   75000
## 42934   Tier2 Engineer.Scientist                  128000
## 42936   FAANG Engineer.Scientist                  269000
## 42938   Tier2 Engineer.Scientist                  202000
## 42939   Other Engineer.Scientist                  245000
## 42942   Other Engineer.Scientist                   97000
## 42948   Tier2 Engineer.Scientist                  295000
## 42952   FAANG Engineer.Scientist                  110000
## 42953   Tier2 Engineer.Scientist                  195000
## 42954   Tier2 Engineer.Scientist                   52000
## 42956   Other Engineer.Scientist                   33000
## 42957   Other Engineer.Scientist                   83000
## 42958   Tier2 Engineer.Scientist                  329000
## 42960   FAANG              Other                  245000
## 42963   Other Engineer.Scientist                  105000
## 42964   Tier2 Engineer.Scientist                  122000
## 42965   FAANG Engineer.Scientist                  350000
## 42966   Other Engineer.Scientist                  138000
## 42968   FAANG Engineer.Scientist                  269000
## 42970   Other Engineer.Scientist                  113000
## 42973   Other Engineer.Scientist                  150000
## 42974   Other Engineer.Scientist                  230000
## 42975   Tier2              Other                  121000
## 42977   Tier2          BUSI.MGMT                  166000
## 42979   FAANG Engineer.Scientist                  150000
## 42983   Other Engineer.Scientist                  137000
## 42984   Other          BUSI.MGMT                  292000
## 42985   Tier2 Engineer.Scientist                   45000
## 42986   FAANG Engineer.Scientist                  100000
## 42988   Other Engineer.Scientist                  155000
## 42992   Other Engineer.Scientist                  150000
## 42993   Other Engineer.Scientist                  216000
## 42995   FAANG Engineer.Scientist                  414000
## 42998   Other Engineer.Scientist                  100000
## 43002   FAANG Engineer.Scientist                  500000
## 43003   Other Engineer.Scientist                   99000
## 43004   Tier2 Engineer.Scientist                  107000
## 43005   Tier2 Engineer.Scientist                   62000
## 43007   Tier2 Engineer.Scientist                  139000
## 43009   FAANG Engineer.Scientist                  305000
## 43012   FAANG Engineer.Scientist                  171000
## 43013   Tier2          BUSI.MGMT                  179000
## 43014   Other          BUSI.MGMT                  175000
## 43018   FAANG Engineer.Scientist                  247000
## 43019   FAANG Engineer.Scientist                  366000
## 43021   Other Engineer.Scientist                  251000
## 43023   FAANG Engineer.Scientist                  159000
## 43024   FAANG Engineer.Scientist                  269000
## 43028   FAANG Engineer.Scientist                  235000
## 43029   Tier2              Other                  130000
## 43030   Other Engineer.Scientist                  234000
## 43031   Other Engineer.Scientist                  101000
## 43035   Other          BUSI.MGMT                  250000
## 43036   Other Engineer.Scientist                   64000
## 43037   Other Engineer.Scientist                  407000
## 43041   FAANG Engineer.Scientist                  353000
## 43046   FAANG Engineer.Scientist                  450000
## 43047   Other Engineer.Scientist                  223000
## 43048   Tier2 Engineer.Scientist                  168000
## 43050   Other Engineer.Scientist                  130000
## 43052   FAANG Engineer.Scientist                  264000
## 43054   FAANG Engineer.Scientist                 1100000
## 43057   Tier2 Engineer.Scientist                  263000
## 43061   Other Engineer.Scientist                  129000
## 43062   Other Engineer.Scientist                  113000
## 43064   FAANG          BUSI.MGMT                  275000
## 43065   FAANG          BUSI.MGMT                  388000
## 43066   FAANG Engineer.Scientist                  204000
## 43067   Other Engineer.Scientist                   85000
## 43070   Other          BUSI.MGMT                  190000
## 43071   Other              Other                  230000
## 43078   FAANG Engineer.Scientist                  196000
## 43084   Tier2 Engineer.Scientist                   51000
## 43085   Other Engineer.Scientist                  204000
## 43086   FAANG Engineer.Scientist                  102000
## 43091   Other Engineer.Scientist                  178000
## 43092   Other Engineer.Scientist                   36000
## 43098   FAANG Engineer.Scientist                  261000
## 43101   Other Engineer.Scientist                   72000
## 43102   FAANG Engineer.Scientist                  384000
## 43104   Other Engineer.Scientist                   80000
## 43105   Tier2 Engineer.Scientist                  950000
## 43113   FAANG Engineer.Scientist                  285000
## 43118   Other Engineer.Scientist                  105000
## 43120   Tier2 Engineer.Scientist                  210000
## 43122   Other Engineer.Scientist                  325000
## 43123   Tier2 Engineer.Scientist                  400000
## 43124   Other Engineer.Scientist                  170000
## 43127   Tier2 Engineer.Scientist                  291000
## 43128   Tier2 Engineer.Scientist                  235000
## 43129   FAANG Engineer.Scientist                  306000
## 43137   Tier2              Other                  325000
## 43140   FAANG Engineer.Scientist                  185000
## 43146   Other Engineer.Scientist                   90000
## 43147   FAANG Engineer.Scientist                  161000
## 43148   Other Engineer.Scientist                  214000
## 43149   Tier2 Engineer.Scientist                  120000
## 43152   Other Engineer.Scientist                  143000
## 43153   Tier2          BUSI.MGMT                  125000
## 43156   Tier2 Engineer.Scientist                  297000
## 43157   FAANG Engineer.Scientist                  754000
## 43160   Tier2 Engineer.Scientist                  163000
## 43163   Other Engineer.Scientist                  107000
## 43164   FAANG Engineer.Scientist                  259000
## 43165   Tier2 Engineer.Scientist                  183000
## 43167   FAANG Engineer.Scientist                  353000
## 43170   Other Engineer.Scientist                   87000
## 43171   Tier2 Engineer.Scientist                  240000
## 43172   FAANG          BUSI.MGMT                  343000
## 43173   Tier2 Engineer.Scientist                  137000
## 43174   FAANG          BUSI.MGMT                  234000
## 43175   Tier2 Engineer.Scientist                   78000
## 43176   Tier2 Engineer.Scientist                  168000
## 43178   Other Engineer.Scientist                   92000
## 43183   Tier2 Engineer.Scientist                  270000
## 43185   FAANG Engineer.Scientist                  325000
## 43187   Tier2 Engineer.Scientist                  107000
## 43191   Other Engineer.Scientist                  132000
## 43194   FAANG Engineer.Scientist                  265000
## 43198   Other Engineer.Scientist                  110000
## 43202   Other Engineer.Scientist                  120000
## 43204   Other Engineer.Scientist                   95000
## 43207   FAANG Engineer.Scientist                  267000
## 43208   Other Engineer.Scientist                  106000
## 43212   Tier2 Engineer.Scientist                  124000
## 43213   Other Engineer.Scientist                   25000
## 43215   Tier2 Engineer.Scientist                   41000
## 43218   FAANG Engineer.Scientist                  279000
## 43219   Other Engineer.Scientist                  151000
## 43221   Tier2 Engineer.Scientist                   44000
## 43224   Tier2              Other                  122000
## 43227   FAANG Engineer.Scientist                   77000
## 43229   Other Engineer.Scientist                   24000
## 43230   FAANG Engineer.Scientist                  218000
## 43233   Other Engineer.Scientist                  115000
## 43235   Other Engineer.Scientist                  110000
## 43236   Other Engineer.Scientist                   40000
## 43237   Other Engineer.Scientist                  106000
## 43238   Other Engineer.Scientist                  121000
## 43241   FAANG Engineer.Scientist                  600000
## 43245   Other          BUSI.MGMT                  195000
## 43250   Tier2 Engineer.Scientist                  238000
## 43256   FAANG Engineer.Scientist                  352000
## 43258   Other Engineer.Scientist                  153000
## 43259   Other Engineer.Scientist                  288000
## 43260   FAANG Engineer.Scientist                  329000
## 43261   Tier2 Engineer.Scientist                  170000
## 43262   FAANG          BUSI.MGMT                  190000
## 43265   Tier2              Other                  115000
## 43270   FAANG Engineer.Scientist                  234000
## 43271   FAANG Engineer.Scientist                  152000
## 43272   Other Engineer.Scientist                  151000
## 43273   Tier2 Engineer.Scientist                  155000
## 43274   Other Engineer.Scientist                  248000
## 43275   Other Engineer.Scientist                  204000
## 43278   FAANG Engineer.Scientist                  273000
## 43279   Tier2          BUSI.MGMT                  142000
## 43281   FAANG Engineer.Scientist                  195000
## 43282   Other              Other                  275000
## 43285   Other          BUSI.MGMT                  110000
## 43289   Other Engineer.Scientist                  173000
## 43291   Tier2 Engineer.Scientist                  280000
## 43292   Tier2 Engineer.Scientist                  221000
## 43293   FAANG Engineer.Scientist                  160000
## 43298   FAANG Engineer.Scientist                  228000
## 43300   FAANG              Other                  375000
## 43302   FAANG Engineer.Scientist                  414000
## 43303   Other Engineer.Scientist                   80000
## 43307   FAANG Engineer.Scientist                  328000
## 43310   Tier2 Engineer.Scientist                   44000
## 43314   FAANG              Other                  243000
## 43315   Tier2              Other                  475000
## 43316   Tier2 Engineer.Scientist                  530000
## 43320   Other Engineer.Scientist                  102000
## 43322   Tier2 Engineer.Scientist                  175000
## 43323   FAANG Engineer.Scientist                  506000
## 43324   FAANG Engineer.Scientist                  255000
## 43327   Other Engineer.Scientist                   37000
## 43328   Other Engineer.Scientist                   20000
## 43329   Other Engineer.Scientist                   78000
## 43330   Other          BUSI.MGMT                  228000
## 43340   Tier2          BUSI.MGMT                  287000
## 43341   Other          BUSI.MGMT                   72000
## 43344   Tier2 Engineer.Scientist                   73000
## 43346   Tier2              Other                  124000
## 43348   Other          BUSI.MGMT                  207000
## 43349   FAANG Engineer.Scientist                  267000
## 43351   Other          BUSI.MGMT                  140000
## 43352   Other              Other                  143000
## 43353   FAANG              Other                  198000
## 43354   FAANG Engineer.Scientist                  188000
## 43355   FAANG Engineer.Scientist                  598000
## 43356   Other Engineer.Scientist                   34000
## 43357   Tier2 Engineer.Scientist                  247000
## 43361   FAANG Engineer.Scientist                  739000
## 43362   FAANG Engineer.Scientist                  245000
## 43363   Other Engineer.Scientist                  100000
## 43364   FAANG Engineer.Scientist                  310000
## 43365   Tier2          BUSI.MGMT                  450000
## 43366   FAANG Engineer.Scientist                  120000
## 43369   Other Engineer.Scientist                  125000
## 43371   Tier2 Engineer.Scientist                  335000
## 43372   FAANG Engineer.Scientist                  600000
## 43373   Other Engineer.Scientist                  371000
## 43383   Tier2 Engineer.Scientist                  178000
## 43384   Tier2 Engineer.Scientist                  125000
## 43385   FAANG Engineer.Scientist                  200000
## 43386   FAANG Engineer.Scientist                  237000
## 43387   FAANG Engineer.Scientist                  195000
## 43389   Other Engineer.Scientist                  195000
## 43392   Other Engineer.Scientist                  182000
## 43397   FAANG Engineer.Scientist                  365000
## 43398   Tier2 Engineer.Scientist                  130000
## 43401   Other Engineer.Scientist                  280000
## 43402   Other Engineer.Scientist                   82000
## 43410   Other          BUSI.MGMT                  110000
## 43413   FAANG Engineer.Scientist                  321000
## 43415   Other          BUSI.MGMT                  184000
## 43416   FAANG Engineer.Scientist                  393000
## 43417   FAANG Engineer.Scientist                  280000
## 43420   Tier2 Engineer.Scientist                  233000
## 43421   Tier2 Engineer.Scientist                  290000
## 43422   FAANG Engineer.Scientist                  292000
## 43423   Other Engineer.Scientist                   72000
## 43426   Other Engineer.Scientist                   27000
## 43428   Tier2 Engineer.Scientist                  220000
## 43430   Tier2 Engineer.Scientist                  180000
## 43433   Tier2 Engineer.Scientist                  146000
## 43434   FAANG Engineer.Scientist                  192000
## 43437   Other Engineer.Scientist                   76000
## 43438   Tier2 Engineer.Scientist                  170000
## 43441   Tier2              Other                  280000
## 43442   FAANG Engineer.Scientist                  138000
## 43447   Other Engineer.Scientist                  175000
## 43448   FAANG Engineer.Scientist                  262000
## 43450   FAANG Engineer.Scientist                  314000
## 43453   Tier2              Other                  120000
## 43455   Tier2 Engineer.Scientist                   32000
## 43462   Other Engineer.Scientist                   89000
## 43465   Other Engineer.Scientist                  195000
## 43469   Other Engineer.Scientist                   68000
## 43470   Other Engineer.Scientist                  174000
## 43472   Other Engineer.Scientist                  144000
## 43473   Other              Other                  120000
## 43474   Other Engineer.Scientist                  200000
## 43478   Other Engineer.Scientist                  160000
## 43479   Other Engineer.Scientist                  280000
## 43481   Tier2 Engineer.Scientist                  280000
## 43485   Other Engineer.Scientist                  112000
## 43486   Tier2 Engineer.Scientist                  153000
## 43487   Tier2 Engineer.Scientist                  129000
## 43488   Other Engineer.Scientist                   77000
## 43491   FAANG Engineer.Scientist                  296000
## 43492   Tier2 Engineer.Scientist                  219000
## 43494   Tier2          BUSI.MGMT                  175000
## 43495   Other Engineer.Scientist                  140000
## 43499   Other Engineer.Scientist                  182000
## 43504   Other Engineer.Scientist                   19000
## 43505   Other Engineer.Scientist                  107000
## 43510   Tier2 Engineer.Scientist                   33000
## 43512   Other Engineer.Scientist                  140000
## 43516   Other              Other                  128000
## 43517   Tier2 Engineer.Scientist                  110000
## 43520   Other Engineer.Scientist                  128000
## 43521   Other          BUSI.MGMT                  123000
## 43522   Other Engineer.Scientist                  125000
## 43523   Other Engineer.Scientist                  121000
## 43525   Tier2 Engineer.Scientist                  131000
## 43527   Other Engineer.Scientist                   83000
## 43529   Other Engineer.Scientist                  241000
## 43530   FAANG Engineer.Scientist                  201000
## 43534   Other Engineer.Scientist                  114000
## 43535   Other Engineer.Scientist                   43000
## 43536   Other Engineer.Scientist                  155000
## 43538   Tier2 Engineer.Scientist                  203000
## 43540   Other Engineer.Scientist                  170000
## 43546   Other Engineer.Scientist                  378000
## 43547   Other Engineer.Scientist                  395000
## 43549   Tier2 Engineer.Scientist                  119000
## 43551   Tier2 Engineer.Scientist                  153000
## 43553   FAANG Engineer.Scientist                  257000
## 43554   Other Engineer.Scientist                  340000
## 43555   Tier2 Engineer.Scientist                  228000
## 43556   Other          BUSI.MGMT                  171000
## 43558   Other Engineer.Scientist                   90000
## 43559   Tier2 Engineer.Scientist                  240000
## 43562   FAANG Engineer.Scientist                  468000
## 43567   FAANG          BUSI.MGMT                  660000
## 43568   Tier2              Other                  310000
## 43569   Tier2 Engineer.Scientist                  320000
## 43575   Other Engineer.Scientist                  155000
## 43576   Tier2 Engineer.Scientist                  204000
## 43578   Other          BUSI.MGMT                  235000
## 43579   Tier2 Engineer.Scientist                  182000
## 43580   FAANG Engineer.Scientist                  246000
## 43582   Tier2 Engineer.Scientist                  296000
## 43584   Tier2 Engineer.Scientist                  140000
## 43588   FAANG              Other                  497000
## 43589   Tier2 Engineer.Scientist                  186000
## 43590   FAANG Engineer.Scientist                  339000
## 43591   Other Engineer.Scientist                   22000
## 43593   Other Engineer.Scientist                  102000
## 43604   Other Engineer.Scientist                  100000
## 43606   Other Engineer.Scientist                  130000
## 43608   Tier2          BUSI.MGMT                   57000
## 43611   Other Engineer.Scientist                   23000
## 43616   Other              Other                  120000
## 43617   Tier2 Engineer.Scientist                   48000
## 43621   Other Engineer.Scientist                  155000
## 43628   Tier2 Engineer.Scientist                  130000
## 43629   Other Engineer.Scientist                  110000
## 43630   Tier2 Engineer.Scientist                  780000
## 43635   Other          BUSI.MGMT                   14000
## 43637   FAANG Engineer.Scientist                  228000
## 43645   FAANG Engineer.Scientist                  258000
## 43648   Other Engineer.Scientist                   49000
## 43649   FAANG Engineer.Scientist                  180000
## 43655   Other Engineer.Scientist                  112000
## 43657   FAANG Engineer.Scientist                  355000
## 43658   Other Engineer.Scientist                  224000
## 43659   Other Engineer.Scientist                  101000
## 43662   Other Engineer.Scientist                  239000
## 43669   Tier2          BUSI.MGMT                  182000
## 43670   FAANG Engineer.Scientist                  165000
## 43671   FAANG Engineer.Scientist                  380000
## 43675   Tier2 Engineer.Scientist                  390000
## 43676   Tier2 Engineer.Scientist                  135000
## 43679   Tier2 Engineer.Scientist                  211000
## 43680   Other Engineer.Scientist                  151000
## 43681   Other              Other                  180000
## 43684   FAANG Engineer.Scientist                  250000
## 43687   Other Engineer.Scientist                  168000
## 43697   FAANG Engineer.Scientist                  379000
## 43699   FAANG Engineer.Scientist                  240000
## 43700   Other Engineer.Scientist                  175000
## 43701   FAANG Engineer.Scientist                  199000
## 43702   Other          BUSI.MGMT                  169000
## 43703   Other Engineer.Scientist                  178000
## 43709   Other Engineer.Scientist                  138000
## 43710   FAANG Engineer.Scientist                  179000
## 43711   Tier2 Engineer.Scientist                  253000
## 43713   Other Engineer.Scientist                  285000
## 43714   Other Engineer.Scientist                  150000
## 43715   FAANG Engineer.Scientist                  171000
## 43719   FAANG Engineer.Scientist                  369000
## 43720   Tier2 Engineer.Scientist                   38000
## 43721   FAANG Engineer.Scientist                  220000
## 43724   Other Engineer.Scientist                  162000
## 43725   Tier2          BUSI.MGMT                  240000
## 43726   Tier2 Engineer.Scientist                  270000
## 43732   Tier2 Engineer.Scientist                  147000
## 43733   Tier2 Engineer.Scientist                  450000
## 43739   Other Engineer.Scientist                  122000
## 43741   Tier2          BUSI.MGMT                   80000
## 43746   FAANG Engineer.Scientist                  171000
## 43748   Tier2 Engineer.Scientist                  350000
## 43755   Other          BUSI.MGMT                  130000
## 43756   FAANG Engineer.Scientist                  378000
## 43757   Tier2          BUSI.MGMT                  170000
## 43758   Tier2              Other                  590000
## 43762   Other Engineer.Scientist                  215000
## 43763   FAANG Engineer.Scientist                  160000
## 43765   FAANG              Other                  243000
## 43766   Tier2 Engineer.Scientist                  185000
## 43768   Other Engineer.Scientist                  272000
## 43770   Tier2 Engineer.Scientist                  280000
## 43773   Other Engineer.Scientist                  120000
## 43774   Other Engineer.Scientist                  107000
## 43775   Tier2              Other                  310000
## 43776   Other Engineer.Scientist                  121000
## 43778   Tier2 Engineer.Scientist                  145000
## 43782   Other Engineer.Scientist                  226000
## 43783   Other Engineer.Scientist                  113000
## 43784   Other Engineer.Scientist                  161000
## 43788   FAANG Engineer.Scientist                  218000
## 43792   FAANG          BUSI.MGMT                  460000
## 43793   Other Engineer.Scientist                  128000
## 43796   Other Engineer.Scientist                  170000
## 43797   FAANG Engineer.Scientist                  390000
## 43800   Other Engineer.Scientist                  170000
## 43801   Other Engineer.Scientist                  136000
## 43803   Tier2 Engineer.Scientist                  186000
## 43804   Other Engineer.Scientist                  124000
## 43807   FAANG Engineer.Scientist                  320000
## 43809   FAANG Engineer.Scientist                  445000
## 43814   FAANG Engineer.Scientist                  450000
## 43818   FAANG          BUSI.MGMT                  140000
## 43821   Tier2          BUSI.MGMT                  200000
## 43823   Tier2 Engineer.Scientist                  248000
## 43825   Other Engineer.Scientist                  500000
## 43830   FAANG          BUSI.MGMT                   79000
## 43833   Tier2 Engineer.Scientist                  157000
## 43834   FAANG Engineer.Scientist                  400000
## 43835   Other Engineer.Scientist                   68000
## 43849   FAANG Engineer.Scientist                  160000
## 43851   Other Engineer.Scientist                  227000
## 43855   Tier2 Engineer.Scientist                   37000
## 43857   Other Engineer.Scientist                  143000
## 43858   Tier2 Engineer.Scientist                  160000
## 43860   FAANG Engineer.Scientist                  315000
## 43861   Other Engineer.Scientist                   31000
## 43862   Other Engineer.Scientist                   23000
## 43863   Other Engineer.Scientist                  105000
## 43864   FAANG Engineer.Scientist                  436000
## 43868   Other Engineer.Scientist                  189000
## 43870   Tier2          BUSI.MGMT                  275000
## 43872   FAANG Engineer.Scientist                  498000
## 43875   Tier2 Engineer.Scientist                  153000
## 43877   Tier2 Engineer.Scientist                  174000
## 43881   Tier2 Engineer.Scientist                   71000
## 43883   FAANG Engineer.Scientist                  159000
## 43887   FAANG          BUSI.MGMT                  380000
## 43888   Other Engineer.Scientist                   98000
## 43890   Tier2 Engineer.Scientist                  113000
## 43891   FAANG Engineer.Scientist                  160000
## 43892   Tier2 Engineer.Scientist                  165000
## 43893   Other Engineer.Scientist                  142000
## 43894   FAANG              Other                  139000
## 43903   Tier2 Engineer.Scientist                   44000
## 43904   FAANG Engineer.Scientist                  233000
## 43905   FAANG Engineer.Scientist                  424000
## 43907   Tier2 Engineer.Scientist                  253000
## 43908   FAANG Engineer.Scientist                  150000
## 43911   FAANG Engineer.Scientist                  415000
## 43913   Other Engineer.Scientist                  210000
## 43915   Other          BUSI.MGMT                  161000
## 43916   FAANG Engineer.Scientist                  327000
## 43917   Tier2 Engineer.Scientist                  390000
## 43918   FAANG Engineer.Scientist                  198000
## 43919   FAANG Engineer.Scientist                  161000
## 43923   Tier2 Engineer.Scientist                  509000
## 43924   Other Engineer.Scientist                  160000
## 43927   Other Engineer.Scientist                  280000
## 43930   Tier2          BUSI.MGMT                  420000
## 43931   Tier2 Engineer.Scientist                  372000
## 43934   FAANG Engineer.Scientist                  188000
## 43942   Other Engineer.Scientist                  169000
## 43943   Other              Other                  121000
## 43944   Other Engineer.Scientist                  104000
## 43945   Tier2 Engineer.Scientist                  390000
## 43946   Other          BUSI.MGMT                  115000
## 43947   Tier2 Engineer.Scientist                  130000
## 43948   FAANG Engineer.Scientist                  205000
## 43949   FAANG Engineer.Scientist                  256000
## 43950   Other              Other                  155000
## 43952   Tier2 Engineer.Scientist                  166000
## 43958   FAANG Engineer.Scientist                  128000
## 43962   Other Engineer.Scientist                  175000
## 43964   Tier2 Engineer.Scientist                  340000
## 43968   Other Engineer.Scientist                  285000
## 43971   FAANG          BUSI.MGMT                  550000
## 43973   Other Engineer.Scientist                  195000
## 43974   Tier2 Engineer.Scientist                  144000
## 43975   Other Engineer.Scientist                  170000
## 43976   Tier2 Engineer.Scientist                   40000
## 43978   Other Engineer.Scientist                   41000
## 43979   Other Engineer.Scientist                  363000
## 43984   Tier2 Engineer.Scientist                  179000
## 43987   Other Engineer.Scientist                  174000
## 43988   Other          BUSI.MGMT                  171000
## 43990   FAANG Engineer.Scientist                  440000
## 43992   Other Engineer.Scientist                  254000
## 43995   Other          BUSI.MGMT                  275000
## 43996   Tier2 Engineer.Scientist                   18000
## 43997   Other Engineer.Scientist                  187000
## 43999   Tier2 Engineer.Scientist                  187000
## 44000   Tier2 Engineer.Scientist                  248000
## 44001   Tier2 Engineer.Scientist                  343000
## 44002   FAANG Engineer.Scientist                   85000
## 44004   FAANG Engineer.Scientist                  165000
## 44006   Other Engineer.Scientist                  181000
## 44010   Tier2 Engineer.Scientist                  214000
## 44012   Other Engineer.Scientist                  132000
## 44014   Other Engineer.Scientist                  180000
## 44015   Other Engineer.Scientist                  180000
## 44018   Tier2 Engineer.Scientist                  128000
## 44019   Other Engineer.Scientist                  122000
## 44023   Other Engineer.Scientist                  160000
## 44026   Other          BUSI.MGMT                  185000
## 44030   Tier2          BUSI.MGMT                  175000
## 44032   Tier2 Engineer.Scientist                  149000
## 44033   Tier2 Engineer.Scientist                  132000
## 44035   FAANG Engineer.Scientist                  395000
## 44040   Other Engineer.Scientist                   87000
## 44043   FAANG Engineer.Scientist                  291000
## 44044   Tier2          BUSI.MGMT                  372000
## 44046   Tier2          BUSI.MGMT                  128000
## 44047   FAANG          BUSI.MGMT                  255000
## 44048   Other Engineer.Scientist                  148000
## 44049   FAANG Engineer.Scientist                  556000
## 44050   Tier2 Engineer.Scientist                  145000
## 44051   Other Engineer.Scientist                  171000
## 44052   Other Engineer.Scientist                   65000
## 44053   Other Engineer.Scientist                  114000
## 44057   Other Engineer.Scientist                  101000
## 44058   Other Engineer.Scientist                  191000
## 44059   Other Engineer.Scientist                  101000
## 44061   FAANG          BUSI.MGMT                   81000
## 44063   Tier2 Engineer.Scientist                   80000
## 44064   FAANG Engineer.Scientist                  242000
## 44065   Tier2 Engineer.Scientist                  129000
## 44067   Other Engineer.Scientist                  102000
## 44068   FAANG Engineer.Scientist                   93000
## 44069   Tier2          BUSI.MGMT                  140000
## 44070   Tier2          BUSI.MGMT                   47000
## 44072   Other Engineer.Scientist                   29000
## 44073   FAANG          BUSI.MGMT                   89000
## 44075   FAANG Engineer.Scientist                  800000
## 44078   Tier2 Engineer.Scientist                   59000
## 44081   Other Engineer.Scientist                  125000
## 44085   Other Engineer.Scientist                  389000
## 44086   Other Engineer.Scientist                  116000
## 44087   Tier2 Engineer.Scientist                  115000
## 44088   Other Engineer.Scientist                  118000
## 44089   Tier2 Engineer.Scientist                  144000
## 44090   Other Engineer.Scientist                  187000
## 44091   Tier2 Engineer.Scientist                   75000
## 44092   FAANG Engineer.Scientist                  173000
## 44093   Other          BUSI.MGMT                  170000
## 44095   FAANG Engineer.Scientist                  338000
## 44097   Other Engineer.Scientist                  148000
## 44098   Other Engineer.Scientist                  140000
## 44102   Tier2 Engineer.Scientist                  160000
## 44103   Other          BUSI.MGMT                  180000
## 44104   Other Engineer.Scientist                  170000
## 44107   Other Engineer.Scientist                   73000
## 44109   Tier2          BUSI.MGMT                  223000
## 44116   Tier2 Engineer.Scientist                  104000
## 44117   Other Engineer.Scientist                  210000
## 44118   Tier2              Other                  110000
## 44121   Tier2          BUSI.MGMT                   82000
## 44123   Other Engineer.Scientist                   68000
## 44125   Tier2 Engineer.Scientist                  526000
## 44129   FAANG Engineer.Scientist                  285000
## 44130   FAANG          BUSI.MGMT                  143000
## 44131   Tier2          BUSI.MGMT                  111000
## 44135   Other Engineer.Scientist                  291000
## 44137   Tier2              Other                  123000
## 44140   Tier2          BUSI.MGMT                  133000
## 44143   FAANG Engineer.Scientist                  171000
## 44145   FAANG          BUSI.MGMT                  135000
## 44146   Other Engineer.Scientist                   93000
## 44148   Tier2 Engineer.Scientist                  149000
## 44149   Tier2 Engineer.Scientist                  126000
## 44150   Other          BUSI.MGMT                  118000
## 44152   Other Engineer.Scientist                  175000
## 44157   Other Engineer.Scientist                  105000
## 44158   Tier2 Engineer.Scientist                   71000
## 44164   Tier2 Engineer.Scientist                  202000
## 44165   Other          BUSI.MGMT                  124000
## 44166   Other          BUSI.MGMT                  148000
## 44169   FAANG          BUSI.MGMT                  133000
## 44171   Other Engineer.Scientist                  221000
## 44174   Tier2 Engineer.Scientist                  234000
## 44179   FAANG          BUSI.MGMT                  165000
## 44180   Tier2          BUSI.MGMT                   97000
## 44181   Other Engineer.Scientist                  143000
## 44183   Tier2 Engineer.Scientist                  476000
## 44184   Other Engineer.Scientist                  577000
## 44186   Tier2 Engineer.Scientist                  160000
## 44193   Tier2 Engineer.Scientist                   97000
## 44196   Tier2 Engineer.Scientist                  415000
## 44198   FAANG Engineer.Scientist                  550000
## 44200   FAANG Engineer.Scientist                  258000
## 44201   FAANG Engineer.Scientist                  155000
## 44203   Other Engineer.Scientist                  142000
## 44206   Other Engineer.Scientist                  120000
## 44208   FAANG Engineer.Scientist                  214000
## 44210   Other Engineer.Scientist                   90000
## 44212   Other Engineer.Scientist                   93000
## 44213   FAANG Engineer.Scientist                  525000
## 44215   Tier2          BUSI.MGMT                  192000
## 44216   Other Engineer.Scientist                  135000
## 44219   FAANG Engineer.Scientist                  177000
## 44220   FAANG Engineer.Scientist                  385000
## 44221   Other Engineer.Scientist                   23000
## 44225   Tier2 Engineer.Scientist                  182000
## 44226   Tier2          BUSI.MGMT                   75000
## 44228   Tier2 Engineer.Scientist                  287000
## 44231   Other              Other                   11000
## 44234   Other          BUSI.MGMT                  156000
## 44238   Tier2 Engineer.Scientist                  140000
## 44241   Other Engineer.Scientist                  155000
## 44243   Tier2 Engineer.Scientist                  285000
## 44246   Tier2 Engineer.Scientist                   73000
## 44250   Tier2              Other                   56000
## 44251   Other Engineer.Scientist                  132000
## 44254   Other Engineer.Scientist                  185000
## 44258   Other Engineer.Scientist                   93000
## 44259   Other Engineer.Scientist                  200000
## 44265   Tier2 Engineer.Scientist                  233000
## 44266   Tier2 Engineer.Scientist                  112000
## 44268   Other              Other                   50000
## 44269   Other          BUSI.MGMT                  195000
## 44270   FAANG Engineer.Scientist                   90000
## 44272   Tier2 Engineer.Scientist                  325000
## 44274   Other Engineer.Scientist                  375000
## 44275   FAANG Engineer.Scientist                  300000
## 44276   Other Engineer.Scientist                  115000
## 44278   FAANG              Other                  199000
## 44280   Other          BUSI.MGMT                  155000
## 44281   Other          BUSI.MGMT                  158000
## 44284   Other Engineer.Scientist                   35000
## 44287   Other              Other                   85000
## 44289   Other Engineer.Scientist                 1140000
## 44292   Tier2 Engineer.Scientist                  185000
## 44293   Other Engineer.Scientist                  128000
## 44296   FAANG Engineer.Scientist                  252000
## 44300   FAANG Engineer.Scientist                  120000
## 44301   Other              Other                  270000
## 44303   Other Engineer.Scientist                  151000
## 44304   Other Engineer.Scientist                  151000
## 44309   Other Engineer.Scientist                  212000
## 44313   Tier2 Engineer.Scientist                  385000
## 44314   Other Engineer.Scientist                   33000
## 44315   FAANG Engineer.Scientist                  120000
## 44321   Tier2 Engineer.Scientist                  838000
## 44322   FAANG Engineer.Scientist                  175000
## 44326   Tier2          BUSI.MGMT                  175000
## 44331   Tier2 Engineer.Scientist                  140000
## 44335   Other Engineer.Scientist                  205000
## 44337   Tier2          BUSI.MGMT                  225000
## 44338   FAANG Engineer.Scientist                  357000
## 44340   Tier2 Engineer.Scientist                  900000
## 44342   Other          BUSI.MGMT                   78000
## 44343   Other Engineer.Scientist                  280000
## 44347   Tier2 Engineer.Scientist                  173000
## 44348   Tier2          BUSI.MGMT                  135000
## 44352   Other Engineer.Scientist                  115000
## 44353   Tier2 Engineer.Scientist                  230000
## 44355   Other Engineer.Scientist                   81000
## 44357   Tier2 Engineer.Scientist                  127000
## 44358   Other Engineer.Scientist                   43000
## 44359   Tier2 Engineer.Scientist                  164000
## 44360   Other Engineer.Scientist                  133000
## 44361   Other Engineer.Scientist                  313000
## 44362   Tier2          BUSI.MGMT                  105000
## 44365   Tier2 Engineer.Scientist                  107000
## 44366   Tier2 Engineer.Scientist                  114000
## 44367   Other Engineer.Scientist                  140000
## 44368   Other          BUSI.MGMT                  145000
## 44371   FAANG Engineer.Scientist                  278000
## 44373   Other Engineer.Scientist                  215000
## 44374   Other Engineer.Scientist                  215000
## 44376   Tier2 Engineer.Scientist                  142000
## 44377   FAANG Engineer.Scientist                  375000
## 44381   Other Engineer.Scientist                   75000
## 44383   Tier2 Engineer.Scientist                  504000
## 44385   FAANG          BUSI.MGMT                  257000
## 44389   Tier2 Engineer.Scientist                  131000
## 44393   Other Engineer.Scientist                  126000
## 44395   Other Engineer.Scientist                  150000
## 44396   Other Engineer.Scientist                  150000
## 44398   FAANG Engineer.Scientist                  250000
## 44400   Other Engineer.Scientist                  105000
## 44404   FAANG Engineer.Scientist                  220000
## 44405   FAANG          BUSI.MGMT                  237000
## 44406   Other Engineer.Scientist                  201000
## 44408   Tier2 Engineer.Scientist                  430000
## 44410   FAANG Engineer.Scientist                  154000
## 44411   FAANG Engineer.Scientist                  378000
## 44412   Tier2 Engineer.Scientist                  119000
## 44414   Tier2          BUSI.MGMT                  114000
## 44415   Other Engineer.Scientist                  159000
## 44417   FAANG          BUSI.MGMT                  140000
## 44418   FAANG Engineer.Scientist                  249000
## 44419   FAANG Engineer.Scientist                  155000
## 44421   Tier2 Engineer.Scientist                  240000
## 44424   Other          BUSI.MGMT                  300000
## 44425   Other Engineer.Scientist                  190000
## 44426   Other Engineer.Scientist                  108000
## 44427   Other Engineer.Scientist                  383000
## 44430   Tier2 Engineer.Scientist                  235000
## 44431   FAANG Engineer.Scientist                  330000
## 44433   FAANG          BUSI.MGMT                  425000
## 44434   FAANG Engineer.Scientist                  324000
## 44441   Tier2 Engineer.Scientist                   45000
## 44443   Tier2 Engineer.Scientist                  259000
## 44444   Tier2 Engineer.Scientist                  100000
## 44446   Tier2          BUSI.MGMT                  173000
## 44447   Other Engineer.Scientist                  110000
## 44448   Tier2 Engineer.Scientist                  149000
## 44449   Tier2          BUSI.MGMT                  141000
## 44453   FAANG Engineer.Scientist                  145000
## 44455   FAANG Engineer.Scientist                  225000
## 44459   Other Engineer.Scientist                   88000
## 44460   Other Engineer.Scientist                  190000
## 44462   Other          BUSI.MGMT                  320000
## 44463   Other              Other                   78000
## 44468   Other Engineer.Scientist                   59000
## 44469   FAANG Engineer.Scientist                  421000
## 44470   Other Engineer.Scientist                  230000
## 44471   FAANG Engineer.Scientist                  240000
## 44473   Other              Other                  175000
## 44475   Tier2 Engineer.Scientist                   26000
## 44480   FAANG Engineer.Scientist                  167000
## 44482   Other Engineer.Scientist                  206000
## 44487   Tier2 Engineer.Scientist                  313000
## 44488   Tier2 Engineer.Scientist                  148000
## 44490   FAANG Engineer.Scientist                  247000
## 44491   FAANG          BUSI.MGMT                  512000
## 44495   Other          BUSI.MGMT                   82000
## 44499   FAANG Engineer.Scientist                  299000
## 44500   FAANG              Other                   76000
## 44502   FAANG Engineer.Scientist                  152000
## 44505   FAANG Engineer.Scientist                  162000
## 44506   Other Engineer.Scientist                  100000
## 44507   Other              Other                  110000
## 44509   Other              Other                  138000
## 44511   Other Engineer.Scientist                  136000
## 44512   Tier2 Engineer.Scientist                  253000
## 44513   Other Engineer.Scientist                   89000
## 44518   FAANG Engineer.Scientist                  124000
## 44523   FAANG Engineer.Scientist                  140000
## 44524   Tier2 Engineer.Scientist                  114000
## 44528   Tier2          BUSI.MGMT                  445000
## 44530   Tier2          BUSI.MGMT                  239000
## 44531   Other Engineer.Scientist                  229000
## 44537   Tier2          BUSI.MGMT                  450000
## 44538   Other Engineer.Scientist                  204000
## 44540   Tier2 Engineer.Scientist                  245000
## 44543   Other Engineer.Scientist                  101000
## 44545   FAANG Engineer.Scientist                  175000
## 44547   FAANG              Other                  222000
## 44548   Tier2 Engineer.Scientist                  160000
## 44550   FAANG Engineer.Scientist                  226000
## 44554   Tier2 Engineer.Scientist                  258000
## 44557   Other Engineer.Scientist                  165000
## 44561   Other Engineer.Scientist                  132000
## 44564   Other Engineer.Scientist                  185000
## 44568   Other          BUSI.MGMT                  205000
## 44571   Other Engineer.Scientist                  155000
## 44573   Tier2 Engineer.Scientist                  140000
## 44575   Other Engineer.Scientist                  110000
## 44576   Tier2 Engineer.Scientist                  190000
## 44580   FAANG Engineer.Scientist                  330000
## 44582   Tier2 Engineer.Scientist                  118000
## 44585   Tier2 Engineer.Scientist                  131000
## 44588   Other Engineer.Scientist                   85000
## 44593   Other Engineer.Scientist                  110000
## 44596   FAANG          BUSI.MGMT                  321000
## 44599   FAANG Engineer.Scientist                  181000
## 44600   FAANG Engineer.Scientist                  400000
## 44601   FAANG Engineer.Scientist                   28000
## 44606   FAANG          BUSI.MGMT                  300000
## 44612   Other Engineer.Scientist                   75000
## 44620   FAANG Engineer.Scientist                  594000
## 44622   Tier2          BUSI.MGMT                   71000
## 44623   Tier2          BUSI.MGMT                   71000
## 44625   Tier2 Engineer.Scientist                  158000
## 44629   Tier2 Engineer.Scientist                   42000
## 44633   Other Engineer.Scientist                  134000
## 44635   Other              Other                  123000
## 44636   Other Engineer.Scientist                  260000
## 44638   Tier2 Engineer.Scientist                  107000
## 44639   Tier2 Engineer.Scientist                  613000
## 44644   FAANG Engineer.Scientist                  243000
## 44645   Other Engineer.Scientist                  103000
## 44648   FAANG Engineer.Scientist                   88000
## 44650   Other          BUSI.MGMT                  175000
## 44651   FAANG Engineer.Scientist                  238000
## 44652   Other              Other                   82000
## 44654   FAANG          BUSI.MGMT                   70000
## 44656   Tier2          BUSI.MGMT                  138000
## 44657   Other Engineer.Scientist                  121000
## 44658   Other Engineer.Scientist                   89000
## 44659   Other          BUSI.MGMT                  146000
## 44661   Other Engineer.Scientist                  123000
## 44662   FAANG              Other                  200000
## 44663   FAANG Engineer.Scientist                  255000
## 44666   Tier2          BUSI.MGMT                  175000
## 44667   Other Engineer.Scientist                   83000
## 44668   Tier2 Engineer.Scientist                  171000
## 44676   FAANG Engineer.Scientist                  468000
## 44679   Other Engineer.Scientist                  200000
## 44682   Other Engineer.Scientist                  100000
## 44683   FAANG Engineer.Scientist                  172000
## 44684   Other              Other                  145000
## 44686   Other Engineer.Scientist                  168000
## 44687   Other Engineer.Scientist                  147000
## 44689   Tier2 Engineer.Scientist                  400000
## 44690   Other              Other                   71000
## 44691   Other Engineer.Scientist                  149000
## 44694   Other Engineer.Scientist                   80000
## 44697   Other              Other                  105000
## 44699   Tier2          BUSI.MGMT                  305000
## 44700   FAANG Engineer.Scientist                  247000
## 44701   Other          BUSI.MGMT                  410000
## 44702   FAANG Engineer.Scientist                  138000
## 44706   FAANG Engineer.Scientist                  240000
## 44707   FAANG Engineer.Scientist                  166000
## 44710   Tier2 Engineer.Scientist                  320000
## 44711   Other Engineer.Scientist                  424000
## 44712   Other Engineer.Scientist                  199000
## 44714   FAANG Engineer.Scientist                  317000
## 44715   Tier2              Other                  139000
## 44716   Tier2 Engineer.Scientist                  135000
## 44717   Other              Other                  145000
## 44721   Other Engineer.Scientist                  146000
## 44725   Tier2 Engineer.Scientist                  101000
## 44726   Other Engineer.Scientist                  143000
## 44728   Other Engineer.Scientist                  250000
## 44730   Tier2 Engineer.Scientist                  173000
## 44735   Other Engineer.Scientist                  162000
## 44737   Other Engineer.Scientist                  125000
## 44738   Tier2 Engineer.Scientist                   96000
## 44740   FAANG Engineer.Scientist                  464000
## 44741   Other Engineer.Scientist                  207000
## 44742   Other Engineer.Scientist                  326000
## 44744   Other Engineer.Scientist                  194000
## 44747   Other Engineer.Scientist                   10000
## 44749   Tier2 Engineer.Scientist                  111000
## 44750   Tier2 Engineer.Scientist                  152000
## 44751   Tier2 Engineer.Scientist                  398000
## 44753   Other Engineer.Scientist                   58000
## 44755   Tier2 Engineer.Scientist                   85000
## 44756   Tier2 Engineer.Scientist                  202000
## 44759   Other          BUSI.MGMT                  185000
## 44764   Tier2          BUSI.MGMT                  553000
## 44767   Other              Other                  165000
## 44771   Other Engineer.Scientist                  157000
## 44772   Tier2          BUSI.MGMT                  383000
## 44774   Tier2 Engineer.Scientist                  240000
## 44775   Other Engineer.Scientist                  102000
## 44776   FAANG          BUSI.MGMT                  139000
## 44777   Other Engineer.Scientist                  294000
## 44778   Tier2          BUSI.MGMT                  370000
## 44779   Other Engineer.Scientist                  300000
## 44781   Other Engineer.Scientist                   77000
## 44783   Other              Other                  122000
## 44785   Other Engineer.Scientist                  300000
## 44786   Other Engineer.Scientist                  207000
## 44788   Tier2 Engineer.Scientist                  261000
## 44790   Tier2 Engineer.Scientist                  311000
## 44793   FAANG Engineer.Scientist                  271000
## 44794   Other Engineer.Scientist                  150000
## 44795   Other Engineer.Scientist                  114000
## 44796   Other Engineer.Scientist                  275000
## 44797   Other Engineer.Scientist                  124000
## 44798   Tier2 Engineer.Scientist                  114000
## 44799   Tier2 Engineer.Scientist                  192000
## 44803   Other Engineer.Scientist                  135000
## 44804   Other Engineer.Scientist                  275000
## 44805   Other Engineer.Scientist                   80000
## 44806   FAANG Engineer.Scientist                  142000
## 44807   FAANG              Other                  229000
## 44809   Tier2 Engineer.Scientist                  198000
## 44811   Other Engineer.Scientist                  500000
## 44812   FAANG Engineer.Scientist                  152000
## 44813   Other Engineer.Scientist                  155000
## 44819   FAANG Engineer.Scientist                  238000
## 44822   FAANG Engineer.Scientist                  200000
## 44823   FAANG Engineer.Scientist                  674000
## 44827   Other Engineer.Scientist                  176000
## 44830   FAANG Engineer.Scientist                  356000
## 44835   Other              Other                  150000
## 44836   Other Engineer.Scientist                  260000
## 44837   Other              Other                   97000
## 44838   Tier2 Engineer.Scientist                  120000
## 44842   Other          BUSI.MGMT                  110000
## 44843   Other Engineer.Scientist                  440000
## 44846   Other Engineer.Scientist                  190000
## 44847   Other Engineer.Scientist                  122000
## 44851   FAANG Engineer.Scientist                  206000
## 44854   FAANG Engineer.Scientist                  235000
## 44856   Tier2 Engineer.Scientist                  260000
## 44857   FAANG Engineer.Scientist                  150000
## 44858   Other              Other                  104000
## 44859   Tier2 Engineer.Scientist                  150000
## 44862   FAANG Engineer.Scientist                  232000
## 44865   Tier2 Engineer.Scientist                  130000
## 44866   Other Engineer.Scientist                  104000
## 44867   Other          BUSI.MGMT                   97000
## 44872   Other Engineer.Scientist                  138000
## 44873   Other Engineer.Scientist                   74000
## 44874   Other              Other                  159000
## 44875   Other Engineer.Scientist                  161000
## 44878   Tier2 Engineer.Scientist                   87000
## 44883   Tier2 Engineer.Scientist                  166000
## 44890   Other Engineer.Scientist                   75000
## 44891   Tier2 Engineer.Scientist                  200000
## 44892   Tier2 Engineer.Scientist                   22000
## 44894   Tier2 Engineer.Scientist                  400000
## 44898   Other Engineer.Scientist                  239000
## 44899   Tier2 Engineer.Scientist                  240000
## 44900   Other          BUSI.MGMT                  480000
## 44903   FAANG Engineer.Scientist                  200000
## 44908   Tier2 Engineer.Scientist                  172000
## 44909   Other          BUSI.MGMT                  112000
## 44910   FAANG              Other                  270000
## 44912   Other Engineer.Scientist                  355000
## 44914   Tier2 Engineer.Scientist                  240000
## 44915   Tier2 Engineer.Scientist                   70000
## 44916   Tier2 Engineer.Scientist                  326000
## 44921   Other Engineer.Scientist                  110000
## 44923   Other Engineer.Scientist                   25000
## 44926   Other          BUSI.MGMT                  197000
## 44928   FAANG Engineer.Scientist                  250000
## 44933   Other Engineer.Scientist                  210000
## 44935   Other Engineer.Scientist                  127000
## 44937   FAANG Engineer.Scientist                   31000
## 44939   Other Engineer.Scientist                   82000
## 44941   Other Engineer.Scientist                  538000
## 44942   Tier2          BUSI.MGMT                   45000
## 44943   Tier2 Engineer.Scientist                  163000
## 44949   Other Engineer.Scientist                   90000
## 44950   Other          BUSI.MGMT                  200000
## 44951   Other Engineer.Scientist                  193000
## 44954   Tier2 Engineer.Scientist                  187000
## 44955   Other Engineer.Scientist                  298000
## 44958   Other Engineer.Scientist                   82000
## 44959   Other Engineer.Scientist                   21000
## 44960   Tier2 Engineer.Scientist                   85000
## 44961   Tier2 Engineer.Scientist                   20000
## 44962   FAANG Engineer.Scientist                  220000
## 44965   FAANG          BUSI.MGMT                  175000
## 44966   Tier2 Engineer.Scientist                   85000
## 44969   Tier2 Engineer.Scientist                  160000
## 44970   Other Engineer.Scientist                  150000
## 44974   Other Engineer.Scientist                  341000
## 44975   Other          BUSI.MGMT                  150000
## 44982   Other Engineer.Scientist                  292000
## 44983   Tier2          BUSI.MGMT                   78000
## 44985   Tier2 Engineer.Scientist                  173000
## 44986   Other Engineer.Scientist                  115000
## 44990   Tier2              Other                  148000
## 44991   FAANG Engineer.Scientist                  200000
## 44998   Tier2          BUSI.MGMT                  321000
## 45004   Other Engineer.Scientist                   91000
## 45005   Tier2          BUSI.MGMT                  112000
## 45006   FAANG          BUSI.MGMT                  340000
## 45010   Other Engineer.Scientist                  175000
## 45011   Other Engineer.Scientist                  325000
## 45013   Other Engineer.Scientist                  115000
## 45015   Tier2 Engineer.Scientist                  290000
## 45016   FAANG              Other                  208000
## 45017   Other Engineer.Scientist                  176000
## 45019   Tier2          BUSI.MGMT                  136000
## 45020   Tier2 Engineer.Scientist                   90000
## 45025   FAANG Engineer.Scientist                  256000
## 45026   Tier2 Engineer.Scientist                   46000
## 45027   Tier2 Engineer.Scientist                  250000
## 45028   Other Engineer.Scientist                  411000
## 45029   Other          BUSI.MGMT                   60000
## 45032   Other Engineer.Scientist                  128000
## 45035   Tier2          BUSI.MGMT                  488000
## 45036   Tier2 Engineer.Scientist                   44000
## 45040   Tier2 Engineer.Scientist                  120000
## 45041   Other Engineer.Scientist                  200000
## 45046   Other Engineer.Scientist                  138000
## 45047   Other Engineer.Scientist                  393000
## 45049   FAANG Engineer.Scientist                  184000
## 45052   Tier2 Engineer.Scientist                  175000
## 45054   Other Engineer.Scientist                   63000
## 45055   Other          BUSI.MGMT                  900000
## 45057   Tier2 Engineer.Scientist                  135000
## 45058   Tier2 Engineer.Scientist                  135000
## 45059   Other Engineer.Scientist                  115000
## 45062   Other Engineer.Scientist                   84000
## 45063   Other Engineer.Scientist                  164000
## 45065   Tier2 Engineer.Scientist                  235000
## 45067   FAANG              Other                  233000
## 45068   Tier2          BUSI.MGMT                  130000
## 45069   Tier2 Engineer.Scientist                  173000
## 45070   Other Engineer.Scientist                  100000
## 45071   Other Engineer.Scientist                  234000
## 45075   Tier2 Engineer.Scientist                  169000
## 45076   FAANG Engineer.Scientist                  188000
## 45078   Other Engineer.Scientist                  104000
## 45079   FAANG Engineer.Scientist                  163000
## 45082   Other          BUSI.MGMT                  309000
## 45083   Tier2 Engineer.Scientist                  300000
## 45084   FAANG Engineer.Scientist                  208000
## 45086   Tier2 Engineer.Scientist                   99000
## 45087   Other Engineer.Scientist                  358000
## 45088   Other Engineer.Scientist                  106000
## 45091   Tier2 Engineer.Scientist                  190000
## 45094   Other          BUSI.MGMT                  128000
## 45096   Other Engineer.Scientist                  180000
## 45097   Tier2          BUSI.MGMT                  303000
## 45101   Tier2          BUSI.MGMT                  242000
## 45103   Other          BUSI.MGMT                  232000
## 45104   Other Engineer.Scientist                  160000
## 45105   Tier2 Engineer.Scientist                  345000
## 45107   FAANG          BUSI.MGMT                  156000
## 45110   Tier2 Engineer.Scientist                  173000
## 45113   Tier2 Engineer.Scientist                  140000
## 45115   FAANG Engineer.Scientist                  203000
## 45124   Other Engineer.Scientist                  112000
## 45129   Other          BUSI.MGMT                  225000
## 45131   FAANG Engineer.Scientist                  196000
## 45132   Other          BUSI.MGMT                  175000
## 45137   Tier2              Other                  726000
## 45141   Other Engineer.Scientist                  177000
## 45142   Other Engineer.Scientist                  160000
## 45144   Tier2 Engineer.Scientist                  140000
## 45145   Tier2 Engineer.Scientist                  260000
## 45150   Tier2 Engineer.Scientist                   97000
## 45151   FAANG Engineer.Scientist                  396000
## 45155   Tier2 Engineer.Scientist                  165000
## 45160   Other Engineer.Scientist                  300000
## 45161   FAANG Engineer.Scientist                  150000
## 45162   FAANG Engineer.Scientist                  217000
## 45164   Tier2          BUSI.MGMT                  231000
## 45165   FAANG              Other                  284000
## 45167   Other Engineer.Scientist                  138000
## 45173   Tier2 Engineer.Scientist                  101000
## 45174   Tier2              Other                  147000
## 45178   FAANG Engineer.Scientist                  297000
## 45180   Tier2 Engineer.Scientist                  245000
## 45181   Tier2          BUSI.MGMT                  145000
## 45182   Tier2 Engineer.Scientist                  128000
## 45183   Tier2 Engineer.Scientist                  610000
## 45184   Tier2 Engineer.Scientist                  227000
## 45188   Tier2 Engineer.Scientist                  146000
## 45194   Other Engineer.Scientist                  120000
## 45195   Other Engineer.Scientist                  250000
## 45197   Other          BUSI.MGMT                   98000
## 45198   Tier2 Engineer.Scientist                  261000
## 45202   Tier2 Engineer.Scientist                   45000
## 45204   Tier2 Engineer.Scientist                  192000
## 45209   Other Engineer.Scientist                  223000
## 45213   Tier2 Engineer.Scientist                  115000
## 45222   Other          BUSI.MGMT                   16000
## 45224   Other Engineer.Scientist                  147000
## 45225   Other Engineer.Scientist                   83000
## 45230   Other Engineer.Scientist                  110000
## 45232   Other Engineer.Scientist                  250000
## 45233   Other Engineer.Scientist                  111000
## 45235   Other Engineer.Scientist                  120000
## 45236   Other Engineer.Scientist                   85000
## 45242   Tier2              Other                  175000
## 45243   Other Engineer.Scientist                  174000
## 45245   Tier2 Engineer.Scientist                  113000
## 45247   Tier2 Engineer.Scientist                   36000
## 45248   Other          BUSI.MGMT                  280000
## 45251   Tier2 Engineer.Scientist                   86000
## 45252   Tier2          BUSI.MGMT                  251000
## 45255   Tier2 Engineer.Scientist                  145000
## 45256   Other          BUSI.MGMT                   81000
## 45258   FAANG Engineer.Scientist                  169000
## 45259   Tier2 Engineer.Scientist                  105000
## 45264   FAANG Engineer.Scientist                  118000
## 45265   FAANG Engineer.Scientist                  295000
## 45267   Other Engineer.Scientist                  315000
## 45269   Other          BUSI.MGMT                  102000
## 45272   Tier2 Engineer.Scientist                  216000
## 45273   FAANG Engineer.Scientist                  247000
## 45274   Other Engineer.Scientist                  505000
## 45276   Other          BUSI.MGMT                  230000
## 45277   Other Engineer.Scientist                  270000
## 45278   Tier2 Engineer.Scientist                  143000
## 45279   Other Engineer.Scientist                  110000
## 45282   Other Engineer.Scientist                  154000
## 45284   Tier2 Engineer.Scientist                  115000
## 45285   FAANG          BUSI.MGMT                  300000
## 45287   Other Engineer.Scientist                  124000
## 45288   FAANG Engineer.Scientist                   96000
## 45289   Tier2          BUSI.MGMT                  176000
## 45291   FAANG Engineer.Scientist                   23000
## 45295   Other Engineer.Scientist                   83000
## 45298   Tier2          BUSI.MGMT                  174000
## 45300   FAANG          BUSI.MGMT                   90000
## 45302   Tier2          BUSI.MGMT                 1037000
## 45305   Other Engineer.Scientist                  426000
## 45306   Other              Other                   89000
## 45309   FAANG Engineer.Scientist                  575000
## 45311   Other          BUSI.MGMT                  110000
## 45313   Other Engineer.Scientist                  124000
## 45314   Tier2 Engineer.Scientist                  165000
## 45315   Other Engineer.Scientist                  160000
## 45316   Other Engineer.Scientist                  278000
## 45317   Tier2 Engineer.Scientist                  293000
## 45318   Other              Other                  175000
## 45324   Tier2 Engineer.Scientist                  356000
## 45325   Tier2 Engineer.Scientist                  310000
## 45328   FAANG Engineer.Scientist                  560000
## 45329   FAANG Engineer.Scientist                  600000
## 45330   FAANG Engineer.Scientist                  175000
## 45332   FAANG Engineer.Scientist                  319000
## 45333   Other Engineer.Scientist                   80000
## 45334   Other Engineer.Scientist                  217000
## 45337   Other Engineer.Scientist                   90000
## 45339   FAANG Engineer.Scientist                  625000
## 45340   Other Engineer.Scientist                  152000
## 45343   Other Engineer.Scientist                   73000
## 45344   Other Engineer.Scientist                  225000
## 45346   Other Engineer.Scientist                  117000
## 45347   Tier2          BUSI.MGMT                  150000
## 45348   Tier2 Engineer.Scientist                  267000
## 45349   Other Engineer.Scientist                   50000
## 45350   Other Engineer.Scientist                  520000
## 45351   Tier2 Engineer.Scientist                  136000
## 45358   Other Engineer.Scientist                  150000
## 45361   FAANG Engineer.Scientist                   33000
## 45364   Tier2 Engineer.Scientist                  180000
## 45366   Tier2 Engineer.Scientist                  163000
## 45367   Other Engineer.Scientist                   98000
## 45369   Other Engineer.Scientist                  159000
## 45370   Tier2 Engineer.Scientist                  296000
## 45379   Tier2 Engineer.Scientist                  139000
## 45382   Other Engineer.Scientist                  110000
## 45384   Tier2 Engineer.Scientist                  150000
## 45388   FAANG Engineer.Scientist                  200000
## 45395   Tier2 Engineer.Scientist                  119000
## 45396   FAANG Engineer.Scientist                  113000
## 45397   FAANG Engineer.Scientist                  350000
## 45401   Other Engineer.Scientist                  269000
## 45403   Other Engineer.Scientist                  110000
## 45406   Tier2 Engineer.Scientist                  165000
## 45407   Tier2 Engineer.Scientist                  227000
## 45409   Tier2 Engineer.Scientist                  446000
## 45412   Other Engineer.Scientist                  152000
## 45414   FAANG Engineer.Scientist                  418000
## 45416   Tier2 Engineer.Scientist                  112000
## 45417   Other Engineer.Scientist                   98000
## 45418   Other              Other                  202000
## 45419   Tier2          BUSI.MGMT                  100000
## 45421   FAANG Engineer.Scientist                  205000
## 45422   FAANG Engineer.Scientist                  173000
## 45424   Other Engineer.Scientist                   99000
## 45425   Other Engineer.Scientist                  213000
## 45428   Other Engineer.Scientist                  150000
## 45433   FAANG Engineer.Scientist                  360000
## 45435   FAANG Engineer.Scientist                  460000
## 45439   Tier2          BUSI.MGMT                  125000
## 45441   Other Engineer.Scientist                  105000
## 45443   Other Engineer.Scientist                  179000
## 45444   FAANG Engineer.Scientist                  287000
## 45445   FAANG Engineer.Scientist                  500000
## 45447   Tier2 Engineer.Scientist                  600000
## 45449   FAANG Engineer.Scientist                  375000
## 45450   FAANG Engineer.Scientist                  265000
## 45451   Tier2 Engineer.Scientist                  195000
## 45453   Tier2 Engineer.Scientist                  103000
## 45455   Tier2 Engineer.Scientist                  140000
## 45458   Tier2 Engineer.Scientist                  690000
## 45463   Tier2 Engineer.Scientist                  129000
## 45464   Other Engineer.Scientist                  133000
## 45465   Other Engineer.Scientist                  120000
## 45466   Tier2          BUSI.MGMT                  164000
## 45469   Other Engineer.Scientist                  113000
## 45470   Tier2 Engineer.Scientist                  185000
## 45471   Other          BUSI.MGMT                  111000
## 45475   Other Engineer.Scientist                  229000
## 45478   FAANG Engineer.Scientist                  437000
## 45480   Tier2              Other                  125000
## 45482   Tier2 Engineer.Scientist                  193000
## 45483   Other Engineer.Scientist                  188000
## 45484   Other Engineer.Scientist                  650000
## 45487   Other Engineer.Scientist                   19000
## 45489   Other Engineer.Scientist                  135000
## 45494   Other          BUSI.MGMT                  360000
## 45495   Tier2 Engineer.Scientist                   15000
## 45497   Tier2 Engineer.Scientist                  109000
## 45500   Other Engineer.Scientist                   82000
## 45502   Tier2 Engineer.Scientist                  193000
## 45503   Other Engineer.Scientist                  127000
## 45504   Other Engineer.Scientist                   90000
## 45517   FAANG Engineer.Scientist                  152000
## 45519   FAANG Engineer.Scientist                  395000
## 45521   Other Engineer.Scientist                   71000
## 45523   Other Engineer.Scientist                  230000
## 45524   Other Engineer.Scientist                  276000
## 45525   Other Engineer.Scientist                  120000
## 45528   Tier2          BUSI.MGMT                  234000
## 45529   FAANG Engineer.Scientist                  151000
## 45530   Other          BUSI.MGMT                  385000
## 45531   Other Engineer.Scientist                  227000
## 45535   Other Engineer.Scientist                  290000
## 45537   Tier2 Engineer.Scientist                  341000
## 45538   Other Engineer.Scientist                  149000
## 45544   Other          BUSI.MGMT                  117000
## 45545   Other          BUSI.MGMT                  206000
## 45546   FAANG Engineer.Scientist                  172000
## 45547   FAANG Engineer.Scientist                  171000
## 45554   Tier2          BUSI.MGMT                  172000
## 45555   Other          BUSI.MGMT                   81000
## 45556   Tier2 Engineer.Scientist                  424000
## 45557   Other Engineer.Scientist                  115000
## 45559   Tier2          BUSI.MGMT                  300000
## 45560   Other Engineer.Scientist                  160000
## 45562   Tier2          BUSI.MGMT                  450000
## 45563   FAANG Engineer.Scientist                   40000
## 45569   Other Engineer.Scientist                  122000
## 45571   Tier2 Engineer.Scientist                  282000
## 45573   FAANG Engineer.Scientist                  279000
## 45574   Tier2          BUSI.MGMT                  850000
## 45575   FAANG Engineer.Scientist                  323000
## 45579   Other Engineer.Scientist                  386000
## 45581   Tier2 Engineer.Scientist                  215000
## 45590   FAANG Engineer.Scientist                  243000
## 45595   Other Engineer.Scientist                  200000
## 45596   Other Engineer.Scientist                  130000
## 45603   Other Engineer.Scientist                  250000
## 45604   Tier2 Engineer.Scientist                  152000
## 45605   Tier2 Engineer.Scientist                  259000
## 45610   Other Engineer.Scientist                  230000
## 45612   Tier2 Engineer.Scientist                  234000
## 45614   Tier2          BUSI.MGMT                  265000
## 45615   FAANG Engineer.Scientist                  180000
## 45618   Tier2 Engineer.Scientist                  115000
## 45621   Other Engineer.Scientist                  156000
## 45622   FAANG Engineer.Scientist                  216000
## 45623   Tier2 Engineer.Scientist                   68000
## 45629   Tier2          BUSI.MGMT                  240000
## 45631   Other Engineer.Scientist                  264000
## 45632   Tier2 Engineer.Scientist                  149000
## 45633   Tier2 Engineer.Scientist                  415000
## 45638   Tier2          BUSI.MGMT                  100000
## 45644   FAANG Engineer.Scientist                  287000
## 45646   Other Engineer.Scientist                  120000
## 45647   Other Engineer.Scientist                  112000
## 45648   Other Engineer.Scientist                   75000
## 45649   Other Engineer.Scientist                   76000
## 45650   Other Engineer.Scientist                   85000
## 45652   FAANG          BUSI.MGMT                  130000
## 45653   FAANG Engineer.Scientist                  653000
## 45660   FAANG Engineer.Scientist                  380000
## 45661   FAANG Engineer.Scientist                  682000
## 45664   Other          BUSI.MGMT                  103000
## 45668   Tier2 Engineer.Scientist                  360000
## 45669   Other Engineer.Scientist                  180000
## 45670   Tier2              Other                  212000
## 45671   Other Engineer.Scientist                  408000
## 45673   FAANG Engineer.Scientist                   79000
## 45676   Tier2 Engineer.Scientist                  204000
## 45677   Other Engineer.Scientist                   93000
## 45678   Other Engineer.Scientist                  127000
## 45679   Other Engineer.Scientist                   35000
## 45682   FAANG Engineer.Scientist                  332000
## 45683   FAANG Engineer.Scientist                  320000
## 45684   FAANG          BUSI.MGMT                   78000
## 45687   Other          BUSI.MGMT                  220000
## 45689   Other              Other                  120000
## 45690   Other Engineer.Scientist                   82000
## 45691   FAANG Engineer.Scientist                   59000
## 45694   FAANG Engineer.Scientist                  165000
## 45699   Other Engineer.Scientist                   82000
## 45702   Other          BUSI.MGMT                  400000
## 45704   Other Engineer.Scientist                  142000
## 45705   Other Engineer.Scientist                  202000
## 45708   Other Engineer.Scientist                   43000
## 45713   Other Engineer.Scientist                   79000
## 45714   Other Engineer.Scientist                  125000
## 45716   FAANG          BUSI.MGMT                  134000
## 45719   Other Engineer.Scientist                  150000
## 45720   Tier2 Engineer.Scientist                  362000
## 45721   FAANG Engineer.Scientist                  320000
## 45726   Other Engineer.Scientist                   44000
## 45727   Other Engineer.Scientist                   77000
## 45732   FAANG Engineer.Scientist                  380000
## 45734   Tier2 Engineer.Scientist                  169000
## 45738   FAANG Engineer.Scientist                  613000
## 45739   Tier2 Engineer.Scientist                  177000
## 45742   FAANG          BUSI.MGMT                  220000
## 45743   Tier2          BUSI.MGMT                   88000
## 45744   FAANG Engineer.Scientist                  150000
## 45746   Other Engineer.Scientist                  320000
## 45747   FAANG Engineer.Scientist                  144000
## 45749   Other Engineer.Scientist                  190000
## 45750   Tier2          BUSI.MGMT                  135000
## 45751   Tier2 Engineer.Scientist                  320000
## 45753   Tier2 Engineer.Scientist                   95000
## 45754   Tier2 Engineer.Scientist                  217000
## 45757   Other Engineer.Scientist                  113000
## 45760   FAANG Engineer.Scientist                  550000
## 45763   Other Engineer.Scientist                  130000
## 45768   Other Engineer.Scientist                   75000
## 45774   FAANG Engineer.Scientist                  175000
## 45778   Tier2 Engineer.Scientist                   33000
## 45781   Tier2              Other                  126000
## 45782   Tier2 Engineer.Scientist                   78000
## 45783   Tier2          BUSI.MGMT                  300000
## 45785   Other Engineer.Scientist                  108000
## 45786   Other Engineer.Scientist                  240000
## 45790   Other Engineer.Scientist                  173000
## 45791   Other Engineer.Scientist                  135000
## 45796   FAANG Engineer.Scientist                  200000
## 45797   Tier2 Engineer.Scientist                  198000
## 45800   Other Engineer.Scientist                  442000
## 45802   Tier2          BUSI.MGMT                  128000
## 45804   Tier2          BUSI.MGMT                  440000
## 45806   Tier2 Engineer.Scientist                  700000
## 45807   Other          BUSI.MGMT                  103000
## 45808   FAANG          BUSI.MGMT                  200000
## 45813   Other          BUSI.MGMT                  187000
## 45815   Tier2          BUSI.MGMT                  230000
## 45816   FAANG          BUSI.MGMT                  203000
## 45817   Tier2 Engineer.Scientist                  239000
## 45822   Tier2 Engineer.Scientist                  257000
## 45823   Other Engineer.Scientist                  520000
## 45825   FAANG Engineer.Scientist                  180000
## 45827   Other Engineer.Scientist                  135000
## 45828   Tier2 Engineer.Scientist                  139000
## 45830   FAANG          BUSI.MGMT                   63000
## 45833   Other Engineer.Scientist                  280000
## 45835   Other Engineer.Scientist                  330000
## 45838   FAANG Engineer.Scientist                  359000
## 45839   FAANG          BUSI.MGMT                  323000
## 45840   Other Engineer.Scientist                  157000
## 45844   FAANG              Other                  302000
## 45849   Other Engineer.Scientist                  235000
## 45853   Other Engineer.Scientist                   74000
## 45856   Other Engineer.Scientist                  218000
## 45858   Other Engineer.Scientist                  155000
## 45859   Tier2          BUSI.MGMT                  290000
## 45860   Tier2          BUSI.MGMT                   94000
## 45861   Other              Other                  193000
## 45862   Other Engineer.Scientist                  120000
## 45863   FAANG              Other                  295000
## 45864   Tier2          BUSI.MGMT                  255000
## 45865   Tier2              Other                  372000
## 45866   FAANG Engineer.Scientist                  363000
## 45868   Tier2 Engineer.Scientist                  237000
## 45874   Other Engineer.Scientist                   75000
## 45882   Tier2          BUSI.MGMT                   68000
## 45883   Tier2 Engineer.Scientist                  138000
## 45884   Other Engineer.Scientist                   75000
## 45889   FAANG              Other                  288000
## 45891   Tier2 Engineer.Scientist                   81000
## 45892   Other Engineer.Scientist                  277000
## 45898   Other Engineer.Scientist                   80000
## 45901   Other          BUSI.MGMT                  110000
## 45902   Other Engineer.Scientist                  303000
## 45908   Other Engineer.Scientist                  103000
## 45911   Other          BUSI.MGMT                  135000
## 45912   Tier2          BUSI.MGMT                   38000
## 45915   Tier2 Engineer.Scientist                  250000
## 45916   Other Engineer.Scientist                   90000
## 45917   FAANG          BUSI.MGMT                  238000
## 45918   Other Engineer.Scientist                  204000
## 45919   Other          BUSI.MGMT                  166000
## 45921   Other              Other                   41000
## 45923   Tier2 Engineer.Scientist                  314000
## 45925   Other              Other                  241000
## 45926   Other Engineer.Scientist                  344000
## 45929   Other Engineer.Scientist                  171000
## 45930   Other Engineer.Scientist                   83000
## 45932   Tier2          BUSI.MGMT                   88000
## 45933   FAANG Engineer.Scientist                  269000
## 45935   Other Engineer.Scientist                  307000
## 45937   Other Engineer.Scientist                  184000
## 45938   FAANG          BUSI.MGMT                  467000
## 45942   FAANG Engineer.Scientist                  305000
## 45944   Other Engineer.Scientist                  230000
## 45945   Other Engineer.Scientist                   99000
## 45949   Tier2          BUSI.MGMT                  192000
## 45951   Other Engineer.Scientist                  100000
## 45957   Tier2 Engineer.Scientist                  136000
## 45960   Tier2 Engineer.Scientist                   87000
## 45962   Other          BUSI.MGMT                   68000
## 45963   Other Engineer.Scientist                  105000
## 45965   Other          BUSI.MGMT                  163000
## 45967   FAANG Engineer.Scientist                  335000
## 45968   Tier2 Engineer.Scientist                  159000
## 45970   Other Engineer.Scientist                  169000
## 45971   FAANG Engineer.Scientist                  189000
## 45972   FAANG Engineer.Scientist                  137000
## 45974   Tier2          BUSI.MGMT                  155000
## 45975   Tier2 Engineer.Scientist                  135000
## 45976   Tier2 Engineer.Scientist                  148000
## 45978   FAANG Engineer.Scientist                  233000
## 45980   Other          BUSI.MGMT                  120000
## 45981   FAANG Engineer.Scientist                  239000
## 45982   Other Engineer.Scientist                   72000
## 45983   Other Engineer.Scientist                  250000
## 45990   Tier2 Engineer.Scientist                  118000
## 45993   Tier2          BUSI.MGMT                  281000
## 45995   Tier2 Engineer.Scientist                  190000
## 45997   Tier2 Engineer.Scientist                   60000
## 46000   Other Engineer.Scientist                  163000
## 46005   Other Engineer.Scientist                  199000
## 46006   Tier2          BUSI.MGMT                   28000
## 46008   Tier2 Engineer.Scientist                  115000
## 46009   FAANG Engineer.Scientist                  211000
## 46012   FAANG Engineer.Scientist                  180000
## 46014   Tier2 Engineer.Scientist                  400000
## 46017   Tier2 Engineer.Scientist                  125000
## 46018   Tier2 Engineer.Scientist                  130000
## 46020   Other Engineer.Scientist                  150000
## 46021   FAANG Engineer.Scientist                  352000
## 46026   Tier2          BUSI.MGMT                  226000
## 46031   Other          BUSI.MGMT                   84000
## 46032   Other          BUSI.MGMT                  220000
## 46033   FAANG Engineer.Scientist                  153000
## 46034   Tier2 Engineer.Scientist                  190000
## 46035   FAANG Engineer.Scientist                  330000
## 46039   FAANG Engineer.Scientist                  228000
## 46041   Tier2          BUSI.MGMT                  230000
## 46042   Other Engineer.Scientist                   90000
## 46048   Other Engineer.Scientist                  264000
## 46049   Other          BUSI.MGMT                  160000
## 46050   Other Engineer.Scientist                  195000
## 46051   Tier2 Engineer.Scientist                  187000
## 46055   Tier2          BUSI.MGMT                  160000
## 46060   Tier2 Engineer.Scientist                  213000
## 46063   Other Engineer.Scientist                  110000
## 46065   FAANG Engineer.Scientist                  131000
## 46069   FAANG Engineer.Scientist                  155000
## 46070   Tier2 Engineer.Scientist                  385000
## 46072   FAANG Engineer.Scientist                  594000
## 46073   FAANG Engineer.Scientist                  337000
## 46076   Tier2 Engineer.Scientist                  200000
## 46080   Tier2 Engineer.Scientist                  590000
## 46081   Other Engineer.Scientist                   90000
## 46082   Tier2 Engineer.Scientist                  182000
## 46083   FAANG Engineer.Scientist                  628000
## 46087   Other Engineer.Scientist                  158000
## 46089   FAANG Engineer.Scientist                  332000
## 46091   FAANG Engineer.Scientist                  156000
## 46093   FAANG Engineer.Scientist                  350000
## 46094   Other Engineer.Scientist                  140000
## 46096   Other Engineer.Scientist                  138000
## 46099   FAANG          BUSI.MGMT                  145000
## 46101   Other Engineer.Scientist                  167000
## 46102   Tier2 Engineer.Scientist                  150000
## 46104   FAANG Engineer.Scientist                  650000
## 46105   FAANG          BUSI.MGMT                  298000
## 46106   FAANG          BUSI.MGMT                  500000
## 46107   Tier2          BUSI.MGMT                   81000
## 46109   Tier2 Engineer.Scientist                  200000
## 46110   FAANG Engineer.Scientist                  139000
## 46111   Other Engineer.Scientist                   91000
## 46113   FAANG Engineer.Scientist                  212000
## 46115   Tier2 Engineer.Scientist                   15000
## 46118   Tier2          BUSI.MGMT                  520000
## 46119   Other          BUSI.MGMT                  107000
## 46124   FAANG Engineer.Scientist                  147000
## 46126   FAANG Engineer.Scientist                  260000
## 46127   Tier2 Engineer.Scientist                   69000
## 46128   Other Engineer.Scientist                  126000
## 46138   FAANG          BUSI.MGMT                  328000
## 46140   Tier2 Engineer.Scientist                  345000
## 46141   Other Engineer.Scientist                  730000
## 46142   FAANG Engineer.Scientist                  240000
## 46143   Other Engineer.Scientist                   89000
## 46145   Tier2 Engineer.Scientist                  451000
## 46148   Other Engineer.Scientist                   50000
## 46149   Other Engineer.Scientist                  240000
## 46150   Other          BUSI.MGMT                  190000
## 46153   Tier2 Engineer.Scientist                  245000
## 46154   Tier2 Engineer.Scientist                   95000
## 46155   Tier2          BUSI.MGMT                   95000
## 46158   Tier2 Engineer.Scientist                  150000
## 46160   FAANG Engineer.Scientist                  270000
## 46162   Other Engineer.Scientist                  119000
## 46163   Other Engineer.Scientist                  123000
## 46164   Other Engineer.Scientist                  137000
## 46167   Tier2 Engineer.Scientist                  157000
## 46168   Tier2 Engineer.Scientist                  187000
## 46169   Tier2          BUSI.MGMT                  200000
## 46170   Other Engineer.Scientist                   85000
## 46173   FAANG Engineer.Scientist                  250000
## 46174   Other Engineer.Scientist                  135000
## 46178   Tier2 Engineer.Scientist                  359000
## 46179   Other Engineer.Scientist                  125000
## 46180   Tier2 Engineer.Scientist                  196000
## 46181   Other Engineer.Scientist                  135000
## 46187   FAANG Engineer.Scientist                  270000
## 46190   Other          BUSI.MGMT                  125000
## 46191   Tier2          BUSI.MGMT                  202000
## 46192   FAANG Engineer.Scientist                  414000
## 46194   Other Engineer.Scientist                  195000
## 46195   Tier2 Engineer.Scientist                  107000
## 46197   Other Engineer.Scientist                  384000
## 46198   Other Engineer.Scientist                  112000
## 46199   FAANG Engineer.Scientist                  270000
## 46201   Tier2 Engineer.Scientist                  251000
## 46205   Tier2          BUSI.MGMT                  154000
## 46207   FAANG Engineer.Scientist                  200000
## 46209   Other Engineer.Scientist                  330000
## 46210   Other Engineer.Scientist                  170000
## 46211   Tier2 Engineer.Scientist                  179000
## 46214   Other Engineer.Scientist                   92000
## 46216   FAANG              Other                  221000
## 46223   Other Engineer.Scientist                   82000
## 46226   Other Engineer.Scientist                  350000
## 46228   Tier2 Engineer.Scientist                  189000
## 46229   Other Engineer.Scientist                  213000
## 46235   FAANG          BUSI.MGMT                  300000
## 46236   Other Engineer.Scientist                  267000
## 46237   Other Engineer.Scientist                   75000
## 46239   Other Engineer.Scientist                  267000
## 46242   Tier2 Engineer.Scientist                   33000
## 46245   Other Engineer.Scientist                  420000
## 46246   Other          BUSI.MGMT                   87000
## 46252   Other Engineer.Scientist                  171000
## 46253   Tier2 Engineer.Scientist                  175000
## 46256   FAANG Engineer.Scientist                  347000
## 46262   Other Engineer.Scientist                  148000
## 46263   Other Engineer.Scientist                  293000
## 46267   Tier2 Engineer.Scientist                  193000
## 46269   FAANG              Other                   85000
## 46271   FAANG Engineer.Scientist                  320000
## 46276   FAANG Engineer.Scientist                  225000
## 46278   Other Engineer.Scientist                  505000
## 46282   Other Engineer.Scientist                  400000
## 46283   Other Engineer.Scientist                   83000
## 46285   FAANG Engineer.Scientist                  158000
## 46287   Tier2 Engineer.Scientist                  330000
## 46288   Other Engineer.Scientist                   85000
## 46289   FAANG Engineer.Scientist                  235000
## 46290   Other              Other                  135000
## 46296   FAANG Engineer.Scientist                  160000
## 46297   Tier2 Engineer.Scientist                  130000
## 46304   Other Engineer.Scientist                  135000
## 46305   Other Engineer.Scientist                  110000
## 46306   Other Engineer.Scientist                  108000
## 46308   Other Engineer.Scientist                  240000
## 46309   Other Engineer.Scientist                   30000
## 46311   Tier2 Engineer.Scientist                  194000
## 46314   Other Engineer.Scientist                   70000
## 46316   Tier2          BUSI.MGMT                  180000
## 46317   Tier2 Engineer.Scientist                  135000
## 46318   Other Engineer.Scientist                   17000
## 46320   Tier2              Other                  352000
## 46321   Other Engineer.Scientist                  147000
## 46323   Tier2 Engineer.Scientist                  215000
## 46325   Tier2 Engineer.Scientist                   12000
## 46326   Other Engineer.Scientist                   89000
## 46328   Other Engineer.Scientist                  218000
## 46332   Other Engineer.Scientist                   80000
## 46335   Other Engineer.Scientist                   81000
## 46336   FAANG          BUSI.MGMT                  164000
## 46337   FAANG Engineer.Scientist                  172000
## 46338   Other Engineer.Scientist                  285000
## 46339   FAANG Engineer.Scientist                   33000
## 46340   FAANG Engineer.Scientist                  179000
## 46342   Other Engineer.Scientist                  168000
## 46345   Other Engineer.Scientist                  293000
## 46346   Tier2 Engineer.Scientist                  178000
## 46350   Tier2          BUSI.MGMT                   72000
## 46352   FAANG Engineer.Scientist                  219000
## 46355   FAANG Engineer.Scientist                  464000
## 46361   FAANG Engineer.Scientist                  240000
## 46362   FAANG Engineer.Scientist                  290000
## 46363   Other          BUSI.MGMT                  135000
## 46368   Other          BUSI.MGMT                  206000
## 46369   Other Engineer.Scientist                  171000
## 46370   Other Engineer.Scientist                  270000
## 46373   Tier2 Engineer.Scientist                  186000
## 46375   FAANG Engineer.Scientist                  227000
## 46376   FAANG Engineer.Scientist                  275000
## 46379   Other Engineer.Scientist                  150000
## 46381   Other Engineer.Scientist                  130000
## 46382   Tier2 Engineer.Scientist                  251000
## 46384   FAANG Engineer.Scientist                  310000
## 46385   Other Engineer.Scientist                  135000
## 46387   Tier2              Other                   82000
## 46389   FAANG Engineer.Scientist                  191000
## 46390   Tier2 Engineer.Scientist                  124000
## 46392   Tier2 Engineer.Scientist                  215000
## 46398   Other Engineer.Scientist                  112000
## 46399   Other Engineer.Scientist                  140000
## 46403   Tier2          BUSI.MGMT                  300000
## 46404   Tier2 Engineer.Scientist                  240000
## 46405   Other          BUSI.MGMT                   58000
## 46409   Other Engineer.Scientist                   39000
## 46410   Tier2 Engineer.Scientist                  244000
## 46414   FAANG Engineer.Scientist                  160000
## 46419   FAANG Engineer.Scientist                  257000
## 46421   Other Engineer.Scientist                   95000
## 46423   Other Engineer.Scientist                  123000
## 46424   Tier2 Engineer.Scientist                  377000
## 46426   Other Engineer.Scientist                   61000
## 46427   FAANG Engineer.Scientist                  385000
## 46428   Other Engineer.Scientist                  310000
## 46429   FAANG Engineer.Scientist                   23000
## 46430   Tier2 Engineer.Scientist                  155000
## 46432   Other Engineer.Scientist                  222000
## 46435   Other Engineer.Scientist                  184000
## 46436   Tier2 Engineer.Scientist                  190000
## 46439   FAANG Engineer.Scientist                  467000
## 46442   FAANG Engineer.Scientist                  234000
## 46445   Tier2 Engineer.Scientist                  165000
## 46447   FAANG Engineer.Scientist                   55000
## 46450   Tier2 Engineer.Scientist                  160000
## 46451   Tier2 Engineer.Scientist                  165000
## 46458   Tier2 Engineer.Scientist                  151000
## 46460   Tier2 Engineer.Scientist                  140000
## 46463   Other Engineer.Scientist                   71000
## 46464   Other Engineer.Scientist                  250000
## 46468   Other Engineer.Scientist                  500000
## 46469   Other Engineer.Scientist                  225000
## 46471   Tier2          BUSI.MGMT                   96000
## 46473   Other Engineer.Scientist                  154000
## 46475   Tier2 Engineer.Scientist                  210000
## 46476   Tier2 Engineer.Scientist                  166000
## 46477   Other Engineer.Scientist                   94000
## 46482   FAANG Engineer.Scientist                  230000
## 46484   Other          BUSI.MGMT                   75000
## 46487   Other Engineer.Scientist                  605000
## 46491   Other Engineer.Scientist                  180000
## 46492   Other Engineer.Scientist                  220000
## 46494   Other Engineer.Scientist                  243000
## 46496   FAANG Engineer.Scientist                  245000
## 46498   Tier2 Engineer.Scientist                  270000
## 46499   Other          BUSI.MGMT                   16000
## 46501   FAANG Engineer.Scientist                  228000
## 46502   Other Engineer.Scientist                  119000
## 46503   Tier2 Engineer.Scientist                  145000
## 46504   Other Engineer.Scientist                  110000
## 46505   Tier2 Engineer.Scientist                  490000
## 46506   FAANG Engineer.Scientist                  409000
## 46510   FAANG Engineer.Scientist                   77000
## 46512   FAANG Engineer.Scientist                   24000
## 46513   FAANG Engineer.Scientist                   61000
## 46514   Other Engineer.Scientist                  215000
## 46517   FAANG              Other                  137000
## 46518   Other Engineer.Scientist                  272000
## 46520   Other          BUSI.MGMT                   48000
## 46521   Other Engineer.Scientist                  220000
## 46522   Other          BUSI.MGMT                  161000
## 46523   Tier2 Engineer.Scientist                  241000
## 46524   Other          BUSI.MGMT                  157000
## 46526   Tier2 Engineer.Scientist                  132000
## 46527   Tier2 Engineer.Scientist                  318000
## 46529   Tier2          BUSI.MGMT                  173000
## 46530   FAANG              Other                  172000
## 46531   Other Engineer.Scientist                  135000
## 46532   Other          BUSI.MGMT                  100000
## 46533   Other Engineer.Scientist                  224000
## 46534   Other Engineer.Scientist                  162000
## 46535   Other Engineer.Scientist                  221000
## 46536   Other Engineer.Scientist                  150000
## 46539   Other          BUSI.MGMT                  108000
## 46540   Tier2          BUSI.MGMT                  204000
## 46545   Other Engineer.Scientist                   36000
## 46554   FAANG          BUSI.MGMT                  318000
## 46556   FAANG          BUSI.MGMT                  194000
## 46557   Tier2 Engineer.Scientist                  183000
## 46558   Tier2 Engineer.Scientist                   59000
## 46560   Other Engineer.Scientist                  176000
## 46561   FAANG Engineer.Scientist                  400000
## 46565   Other Engineer.Scientist                  150000
## 46566   Tier2 Engineer.Scientist                  138000
## 46567   Other Engineer.Scientist                  346000
## 46568   Other Engineer.Scientist                  196000
## 46573   Tier2              Other                  131000
## 46576   Other Engineer.Scientist                   82000
## 46579   FAANG Engineer.Scientist                  311000
## 46580   Other Engineer.Scientist                  109000
##                                      location yearsofexperience yearsatcompany
## 5038                             New York, NY               0.0           0.00
## 7219                        Mountain View, CA              25.0           9.00
## 7292                              Houston, TX               2.0           0.00
## 7759                            Sunnyvale, CA               0.0           0.00
## 7998                            Cupertino, CA               1.0           1.00
## 8648                               Dallas, TX               2.0           2.00
## 8746                            Sunnyvale, CA               1.0           0.00
## 9407                              Seattle, WA               0.0           0.00
## 10141                           San Diego, CA               0.0           0.00
## 10512                           Sunnyvale, CA               1.0           0.00
## 10551                           San Diego, CA               0.0           0.00
## 11358                             Seattle, WA               8.0           8.00
## 12060                           Cupertino, CA               5.0           4.00
## 12505                       San Francisco, CA               8.0           1.00
## 12511                             Seattle, WA               5.0           0.00
## 12514                           Sunnyvale, CA              15.0           0.00
## 12516                            Milpitas, CA               5.0           5.00
## 12517                       San Francisco, CA               1.0           0.00
## 12519                    Tel Aviv, TA, Israel               7.0           0.00
## 12523                       Mountain View, CA              15.0           0.00
## 12524                            Milpitas, CA               0.0           0.00
## 12527                           Cupertino, CA               4.0           4.00
## 12528                            New York, NY               0.0           0.00
## 12531                        Redwood City, CA              25.0           2.00
## 12534                             Seattle, WA               2.0           0.00
## 12535                            San Jose, CA               1.0           0.00
## 12540                           San Mateo, CA              17.0           4.00
## 12544                            San Jose, CA               9.0           3.00
## 12546                       San Francisco, CA               3.0           0.00
## 12549                           Palo Alto, CA               3.0           3.00
## 12550                             Seattle, WA               3.0           2.00
## 12552                             Seattle, WA               6.0           2.00
## 12555                            New York, NY              10.0           1.00
## 12557                       San Francisco, CA              20.0           1.00
## 12558                         Santa Clara, CA              15.0           8.00
## 12559                               Tempe, AZ               4.0           4.00
## 12562                       San Francisco, CA               9.0           0.00
## 12565                           Cupertino, CA               2.0           0.00
## 12567                              Boston, MA              15.0           5.00
## 12569                          Menlo Park, CA               2.0           0.00
## 12571                            New York, NY               2.0           0.00
## 12573                             Seattle, WA               3.0           0.00
## 12574                             Redmond, WA               0.0           0.00
## 12575                             Redmond, WA              12.0          12.00
## 12578                       San Francisco, CA               0.0           0.00
## 12582                       Mountain View, CA               7.0           3.00
## 12584                             Seattle, WA               3.0           2.00
## 12589              London, EN, United Kingdom               4.0           4.00
## 12593                             Seattle, WA               5.0           5.00
## 12594                           Cupertino, CA               0.0           0.00
## 12595                            Bellevue, WA              21.0           4.00
## 12596                         Santa Clara, CA              10.0           0.00
## 12607                            San Jose, CA              13.0           1.00
## 12608                             Seattle, WA              15.0           5.00
## 12609                           Palo Alto, CA               6.0           0.50
## 12611                            San Jose, CA               3.0           0.00
## 12616                           Cupertino, CA               0.0           0.00
## 12619                             Seattle, WA               1.0           1.00
## 12620                       San Francisco, CA               7.0           1.00
## 12629                             Houston, TX              10.0          10.00
## 12635                       Mountain View, CA               2.0           1.00
## 12637                       San Francisco, CA               0.0           0.00
## 12639              Amsterdam, NH, Netherlands               5.0           2.00
## 12640                              Folsom, CA              11.0          11.00
## 12641                           Cupertino, CA               3.0           3.00
## 12643                             Redmond, WA               5.0           5.00
## 12644                             Seattle, WA              12.0           2.00
## 12648                         Santa Clara, CA               2.0           0.00
## 12653                              Austin, TX               6.0           2.00
## 12656                       San Francisco, CA              15.0           8.00
## 12660                             Seattle, WA               8.0           2.00
## 12662                       San Francisco, CA               7.0           0.00
## 12665                             Redmond, WA               1.0           1.00
## 12670                           San Diego, CA              12.0          12.00
## 12672                       San Francisco, CA               4.0           2.00
## 12678                       Mountain View, CA               3.0           2.00
## 12682                       San Francisco, CA               8.0           0.00
## 12683                              Folsom, CA              12.0           1.00
## 12700                         Foster City, CA               4.0           4.00
## 12705                       Illinois City, IL               8.0           2.00
## 12718                             Seattle, WA               5.0           1.00
## 12723                        Santa Monica, CA               7.0           0.00
## 12728                            San Jose, CA              19.0          10.00
## 12731                       Mountain View, CA               5.0           3.00
## 12732                            Milpitas, CA              14.0           4.00
## 12733                       San Francisco, CA               0.0           1.00
## 12734                           Palo Alto, CA               5.0           4.00
## 12735                       Mountain View, CA               2.0           2.00
## 12738         Dubai, DU, United Arab Emirates              11.0           1.00
## 12739         Dubai, DU, United Arab Emirates              10.0           3.00
## 12743                             Redmond, WA               4.0           0.00
## 12744                         Santa Clara, CA               3.0           2.00
## 12747                             Seattle, WA               3.0           1.00
## 12755                              Austin, TX               6.0           2.00
## 12756                       San Francisco, CA               2.0           1.00
## 12760                       San Francisco, CA              20.0           5.00
## 12761                              Austin, TX               4.0           4.00
## 12763                            New York, NY              10.0           4.00
## 12766                             Mc Lean, VA               4.0           3.00
## 12769                         Foster City, CA               3.0           1.00
## 12770                           San Diego, CA              11.0           6.00
## 12773                       San Francisco, CA               6.0           4.00
## 12780                             Redmond, WA               4.0           0.00
## 12781                              Newark, NJ               2.0           0.00
## 12782                            Whippany, NJ               2.0           0.00
## 12784                       Kiev, KC, Ukraine               5.0           2.00
## 12785                            San Jose, CA               2.0           2.00
## 12786                            San Jose, CA               4.0           4.00
## 12788                       San Francisco, CA              14.0           2.00
## 12798                             Houston, TX              14.0           6.00
## 12801                             Seattle, WA               1.0           1.00
## 12803                            New York, NY               2.0           0.00
## 12806                             Seattle, WA               6.0           0.00
## 12808                             Boulder, CO               3.0           2.00
## 12812                          Wilmington, MA               3.0           2.00
## 12817                             Redmond, WA               0.0           0.00
## 12820                           Sunnyvale, CA               6.0           3.00
## 12823                             Seattle, WA               0.0           0.00
## 12831                             Seattle, WA               6.0           6.00
## 12838                             Seattle, WA               4.0           1.50
## 12839                             Seattle, WA               0.0           0.30
## 12843                           Sunnyvale, CA              12.0           0.00
## 12848                             Seattle, WA               7.0           2.50
## 12850                             Seattle, WA              10.0           1.00
## 12851                           Sunnyvale, CA              12.0           1.00
## 12860                       San Francisco, CA               8.0           0.00
## 12863                     Markham, ON, Canada               1.0           1.00
## 12864                       Mountain View, CA              27.0           0.00
## 12876                        Redwood City, CA               3.0           2.00
## 12879                             Redmond, WA              15.0          11.00
## 12883                           San Diego, CA               7.0           7.00
## 12886                         Santa Clara, CA               9.0           1.00
## 12899                         Bentonville, AR               7.0           5.00
## 12906                          Menlo Park, CA               6.0           1.00
## 12907                           Los Gatos, CA              15.0           1.00
## 12915                             Madison, WI               2.0           2.00
## 12916                       San Francisco, CA               6.0           3.00
## 12919                            New York, NY              13.0           3.00
## 12920           Edinburgh, SC, United Kingdom              12.0           5.00
## 12924                           Sunnyvale, CA               0.0           0.00
## 12930                              Austin, TX              15.0           4.00
## 12931                       Mountain View, CA              14.0           5.00
## 12934                           Sunnyvale, CA               0.0           0.00
## 12935                              Irvine, CA              14.0           5.00
## 12943                     Dublin, DN, Ireland               9.0           5.00
## 12945                         Kansas City, MO               3.0           1.00
## 12947                       San Francisco, CA               6.0           3.00
## 12948                           San Bruno, CA               3.0           3.00
## 12952                              Austin, TX               6.0           1.00
## 12954                         Bentonville, AR               1.0           1.00
## 12958                         Santa Clara, CA              11.0           2.00
## 12966                             Redmond, WA               0.0           0.00
## 12969                            New York, NY               5.0           5.00
## 12976                             Redmond, WA               7.0           1.00
## 12997                             Seattle, WA               3.0           0.00
## 13001                             Seattle, WA               0.0           0.00
## 13007                             Seattle, WA               1.0           1.00
## 13008                             Seattle, WA               7.0           7.00
## 13014                            San Jose, CA               6.0           2.00
## 13016                           Palo Alto, CA               0.0           0.00
## 13022                         Santa Clara, CA              10.0           5.00
## 13027                           Los Gatos, CA               6.0           3.00
## 13031                           Sunnyvale, CA               4.0           1.00
## 13042                             Seattle, WA               3.0           0.00
## 13044                             Seattle, WA               3.0           0.00
## 13045                            San Jose, CA               7.0           0.00
## 13046                             Seattle, WA              15.0           3.00
## 13049                           Sunnyvale, CA               0.0           0.00
## 13057                             Seattle, WA              14.0           2.00
## 13058                             Seattle, WA              13.0           3.00
## 13059                         Santa Clara, CA               8.0           6.00
## 13071                             Raleigh, NC               0.0           0.00
## 13076                 Zurich, ZH, Switzerland               1.0           0.00
## 13080                            San Jose, CA               2.0          11.00
## 13082                Singapore, SG, Singapore               3.0           0.00
## 13083                         Santa Clara, CA               9.0           6.00
## 13090                              Boston, MA              20.0           9.00
## 13092                              Austin, TX               1.0           1.00
## 13101                              Austin, TX               3.0           3.00
## 13103                              Folsom, CA               4.0           4.00
## 13111                              Austin, TX               5.0           5.00
## 13116                              Durham, NC               1.0           1.00
## 13117                             Seattle, WA               3.0           0.00
## 13119                           Sunnyvale, CA               8.0           3.00
## 13122                       San Francisco, CA               5.0           0.00
## 13126                             Seattle, WA               5.0           1.50
## 13130                             Oakland, CA               6.0           1.00
## 13135                         Santa Clara, CA              15.0          15.00
## 13137                          Menlo Park, CA               8.0           0.00
## 13138                       Mountain View, CA               3.0           3.00
## 13144                          Middletown, NJ              12.0           4.00
## 13146                           Sunnyvale, CA              17.0           2.00
## 13153                            San Jose, CA               1.0           0.00
## 13158                            New York, NY               1.0           1.00
## 13166                           Palo Alto, CA               1.0           1.00
## 13172                           Cupertino, CA              10.0           2.00
## 13178                          San Carlos, CA              12.0           2.00
## 13183                              Reston, VA              11.0           0.00
## 13189                           Sunnyvale, CA               1.0           1.00
## 13190                             Seattle, WA               3.0           0.00
## 13193                           Sunnyvale, CA               2.0           2.00
## 13196                           San Diego, CA              23.0           6.00
## 13198                            Portland, OR               4.0           4.00
## 13201                              Vienna, VA               4.0           1.00
## 13206                       Mountain View, CA              25.0           4.00
## 13213                             Seattle, WA               8.0           1.00
## 13214                              Boston, MA              10.0           0.00
## 13216                             Seattle, WA              14.0           0.00
## 13219                         Santa Clara, CA               2.0           9.00
## 13230                           Sunnyvale, CA              10.0           3.00
## 13232                          Washington, DC               3.0           1.00
## 13233                             Seattle, WA              14.0           4.00
## 13236                         Santa Clara, CA              10.0           4.00
## 13241                       San Francisco, CA               8.0           2.00
## 13245                           Sunnyvale, CA               4.0           4.00
## 13251                              Denver, CO              15.0          10.00
## 13257                           San Diego, CA               4.0           6.00
## 13258                             Seattle, WA              22.0           8.00
## 13270                    Montreal, QC, Canada              15.0           5.00
## 13275                       Mountain View, CA               0.0           0.00
## 13276                          Menlo Park, CA               8.0           1.00
## 13282                           Sunnyvale, CA               3.0           0.00
## 13285                             Seattle, WA               7.0           1.00
## 13286                             Madison, WI              15.0          13.00
## 13303                       Mountain View, CA               0.0           0.00
## 13304                           San Diego, CA               1.0           1.00
## 13306                              Boston, MA               5.0           1.00
## 13307                           Cupertino, CA               0.0           0.00
## 13308                           Palo Alto, CA               4.0           4.00
## 13309                       Mountain View, CA               0.0           0.00
## 13312                            New York, NY               8.0           8.00
## 13313                             Seattle, WA               7.0           7.00
## 13314                         Foster City, CA              10.0           6.00
## 13318                         Santa Clara, CA               2.0           2.00
## 13323                       Mountain View, CA               8.0           0.00
## 13335                            San Jose, CA               3.0           3.00
## 13344                             Seattle, WA               2.0           5.00
## 13345                            Bellevue, WA               8.0           8.00
## 13348                             Boulder, CO              16.0           4.00
## 13349                              Austin, TX               8.0           2.00
## 13352                       San Francisco, CA               2.0           2.00
## 13359                             Redmond, WA               2.0           0.00
## 13360                            San Jose, CA               2.0           0.30
## 13367                   Vancouver, BC, Canada              14.0           2.00
## 13370                            New York, NY              15.0           3.00
## 13371                     Hoffman Estates, IL              20.0          11.00
## 13373                             Boulder, CO               7.0           9.00
## 13374                         Santa Clara, CA               0.0           0.00
## 13382                           Cupertino, CA               4.0           3.00
## 13386                           Sunnyvale, CA              15.0           4.00
## 13394                            Bellevue, WA               5.0           3.00
## 13401                           San Diego, CA               2.0           2.00
## 13407                             Bedford, MA               2.0           0.00
## 13409                               Tempe, AZ               0.0           0.00
## 13414                     Dublin, DN, Ireland               1.0           0.00
## 13417              London, EN, United Kingdom               1.0           1.00
## 13421                           Cupertino, CA               3.0           0.00
## 13423                             Seattle, WA               8.0           4.00
## 13436                           Cleveland, OH               7.0           1.00
## 13438                       Basking Ridge, NJ              15.0          15.00
## 13440                         Hunt Valley, MD               4.0           1.00
## 13444                            San Jose, CA              15.0           5.00
## 13448                          Menlo Park, CA               7.0           7.00
## 13451                            Bellevue, WA               3.0           3.00
## 13455                       San Francisco, CA               7.0           7.00
## 13459                            Bellevue, WA               0.0           0.00
## 13466                             Redmond, WA               3.0           0.00
## 13469                           Cupertino, CA               8.0           3.50
## 13491                    Bengaluru, KA, India              12.0           4.00
## 13493                            New York, NY               3.0           1.00
## 13494                       San Francisco, CA               4.0           0.00
## 13497                           Arlington, VA               8.0           0.00
## 13498                            San Jose, CA               7.0           4.00
## 13500                       San Francisco, CA              10.0           2.00
## 13504                       Mountain View, CA              15.0           6.00
## 13506                             Redmond, WA              12.0          12.00
## 13507                           Cupertino, CA               7.0           4.00
## 13508                           Sunnyvale, CA               2.0           0.00
## 13509                              Austin, TX              15.0          15.00
## 13516                         Kansas City, MO               6.0           3.00
## 13522                             Atlanta, GA               0.0           0.00
## 13536                            San Jose, CA               5.0           5.00
## 13541                             Seattle, WA               8.0           4.00
## 13543                             Seattle, WA              16.0           0.00
## 13546                             Seattle, WA               4.0           0.00
## 13547                            New York, NY               2.0           2.00
## 13557                     Hangzhou, ZJ, China               4.0           1.00
## 13558                              Duluth, GA               6.0           6.00
## 13560                       San Francisco, CA               2.0           2.00
## 13561                            New York, NY               1.0           1.00
## 13562                             Redmond, WA               1.0           1.00
## 13587                            New York, NY               2.0           2.00
## 13588                             Boulder, CO               4.0           0.00
## 13590                           San Diego, CA               0.0           2.00
## 13591                       Mountain View, CA              20.0          14.00
## 13592                              Austin, TX               1.0           0.00
## 13595                             Seattle, WA               5.0           5.00
## 13601                             Chicago, IL               5.0           0.00
## 13606                             Redmond, WA               6.0           0.00
## 13616                       San Francisco, CA               5.0           4.00
## 13618                       San Francisco, CA               3.0           0.00
## 13625                       San Francisco, CA               8.0           2.00
## 13626                       San Francisco, CA               4.0           0.00
## 13636                              Boston, MA               0.0           0.00
## 13639                             Seattle, WA              12.0           1.00
## 13643                            New York, NY              12.0           3.00
## 13644                           Hillsboro, OR              11.0           1.00
## 13647                Singapore, SG, Singapore               4.0           0.00
## 13648                           Cupertino, CA               4.0           1.00
## 13652                              Boston, MA              13.0           5.00
## 13654                       Mountain View, CA               6.0           0.00
## 13655                             Redmond, WA               0.0           0.00
## 13656                         Kansas City, MO               7.0           6.00
## 13659                            San Jose, CA               7.0           1.00
## 13661                          Menlo Park, CA               0.0           0.00
## 13663                             Seattle, WA               7.0           6.00
## 13666                             Raleigh, NC               2.0           0.00
## 13678                           San Diego, CA               0.0           0.00
## 13679                           Sunnyvale, CA              20.0           0.00
## 13682                           Palo Alto, CA               6.0           1.00
## 13691                             Chicago, IL               1.0           0.00
## 13692                       San Francisco, CA               6.0           0.00
## 13699                             Seattle, WA               0.0           0.00
## 13704                            San Jose, CA               4.0           4.00
## 13705                       Mountain View, CA               1.0           0.00
## 13707                             Seattle, WA               5.0           0.00
## 13708                           Vancouver, WA              14.0          14.00
## 13716                        Redwood City, CA              14.0          10.00
## 13717                       Mountain View, CA              10.0           4.00
## 13727                             Atlanta, GA               1.0           0.00
## 13731                       Mountain View, CA               5.0           5.00
## 13732                           Cupertino, CA               5.0           1.00
## 13734                       San Francisco, CA               1.5           1.00
## 13743                       Mountain View, CA              12.0           2.00
## 13745                          Menlo Park, CA               0.0           0.00
## 13747                              Austin, TX               5.0           5.00
## 13749                            Milpitas, CA               6.0           6.00
## 13754                           San Diego, CA               5.0           1.00
## 13760                            Kirkland, WA              15.0           0.00
## 13764                       Mountain View, CA               6.0           4.00
## 13767                       San Francisco, CA               0.0           0.00
## 13768                       San Francisco, CA               0.0           0.00
## 13781                           Palo Alto, CA               0.0           0.00
## 13782                             Seattle, WA               7.0           7.00
## 13798                            New York, NY              17.0           0.00
## 13799                            New York, NY               3.0           3.00
## 13802                       Paris, IL, France              17.0           1.00
## 13804                               Tempe, AZ               7.0           2.00
## 13809                          Menlo Park, CA              15.0           2.00
## 13830                            New York, NY              12.0           2.00
## 13832                           Arlington, VA               5.0           2.00
## 13835                   Vancouver, BC, Canada               8.0           3.00
## 13836                          Pittsburgh, PA               3.0           0.00
## 13841                             Seattle, WA              10.0           5.00
## 13844                            San Jose, CA               8.0           8.00
## 13854                       San Francisco, CA               4.0           1.50
## 13855                           San Ramon, CA               2.0           2.00
## 13864                           Sunnyvale, CA               1.0           1.00
## 13869                           Cambridge, MA               9.0           3.00
## 13871                           Palo Alto, CA               8.0           5.00
## 13872                            New York, NY               6.0           6.00
## 13873              London, EN, United Kingdom               8.0           3.00
## 13877                             Seattle, WA               5.0           3.00
## 13879                               Tempe, AZ               2.0           1.00
## 13888                       Mountain View, CA               1.0           1.00
## 13889                       Mountain View, CA              15.0           4.00
## 13890                       San Francisco, CA               6.0           1.00
## 13892                         Santa Clara, CA               3.0           0.00
## 13893                             Seattle, WA               4.0           1.50
## 13896                            New York, NY               3.0           3.00
## 13899                           San Diego, CA              11.0           8.50
## 13903                       Mountain View, CA               3.0           3.00
## 13906                             Seattle, WA               8.0           1.00
## 13908              London, EN, United Kingdom               2.0           0.20
## 13916                       San Francisco, CA               3.0           0.00
## 13919                    Bangalore, KA, India              14.0           3.00
## 13924                 South San Francisco, CA               6.0           2.00
## 13933                             Chicago, IL               7.0           2.00
## 13936                Singapore, SG, Singapore               8.0           1.00
## 13942                       San Francisco, CA              15.0           4.00
## 13949                             Seattle, WA               3.0           0.00
## 13950                         Santa Clara, CA               7.0           3.00
## 13955                             Seattle, WA               0.0           0.00
## 13956                       San Francisco, CA               7.0           0.00
## 13957                             Chicago, IL               2.0           1.00
## 13968                          Menlo Park, CA              15.0           3.00
## 13971                            San Jose, CA              19.0           8.00
## 13972                          Menlo Park, CA               7.0           1.00
## 13982                           Cambridge, MA               6.0           6.00
## 13994              London, EN, United Kingdom               6.0           0.00
## 13997                            New York, NY               2.0           2.00
## 14006                             Seattle, WA               6.0           2.00
## 14008                            New York, NY               6.0           1.00
## 14014                           Sunnyvale, CA              12.0           2.00
## 14018                             Seattle, WA               3.0           3.00
## 14023                       Mountain View, CA               7.0           0.00
## 14027                             Seattle, WA              15.0          10.00
## 14028                             Redmond, WA               2.0           0.00
## 14029                          Menlo Park, CA               6.0           0.00
## 14034                       San Francisco, CA              12.0           4.50
## 14038                           Cupertino, CA              11.0           7.00
## 14039                             Redmond, WA               0.0           0.00
## 14041                            Bellevue, WA               8.0           2.00
## 14043                       Mountain View, CA               0.0           0.00
## 14047                              Boston, MA               4.0           0.00
## 14049                           Los Gatos, CA               7.0           2.00
## 14051                             Seattle, WA               7.0           3.00
## 14059                       San Francisco, CA               2.0           2.00
## 14060                             Fremont, CA               8.0           2.00
## 14061                       Mountain View, CA              10.0           6.00
## 14062                             Seattle, WA              16.0           2.00
## 14065                            New York, NY               4.0           1.00
## 14066                             Chicago, IL              10.0           2.00
## 14069                              Irvine, CA               1.0           0.00
## 14071                             Seattle, WA               5.0           2.70
## 14072                           Cupertino, CA               1.0           1.00
## 14088                           Sunnyvale, CA               5.0           5.00
## 14089                             Seattle, WA               5.0           0.00
## 14096                             Seattle, WA              16.0           2.00
## 14103                       San Francisco, CA               3.0           3.00
## 14110                    Bangalore, KA, India               3.0           3.00
## 14119                             Raleigh, NC               5.0           1.00
## 14124                             Redmond, WA               3.0           3.00
## 14127                       San Francisco, CA               3.0           1.00
## 14130                            Bellevue, WA              13.0           7.00
## 14134                       San Francisco, CA              10.0           1.00
## 14149                         Los Angeles, CA               3.0           0.00
## 14150                       Santa Barbara, CA              10.0           6.00
## 14153              London, EN, United Kingdom               8.0           3.00
## 14157                             Boulder, CO              10.0           1.00
## 14159                     Manhattan Beach, CA               9.0           5.00
## 14161                           Cupertino, CA               0.0           0.00
## 14172                       San Francisco, CA              13.0           5.00
## 14173                       San Francisco, CA              15.0           0.00
## 14176                         Los Angeles, CA               2.0           1.00
## 14177                           Palo Alto, CA               4.0           0.00
## 14180                             Redmond, WA               0.0           0.00
## 14181                       San Francisco, CA               5.0           0.00
## 14188                             Seattle, WA              16.0           0.00
## 14194                            San Jose, CA               1.0           1.00
## 14204                              Boston, MA               0.0           0.50
## 14209                             Redmond, WA               2.0           0.00
## 14210                           Sunnyvale, CA               0.0           0.00
## 14212                   Bangkok, BM, Thailand               2.0           2.00
## 14213                             Seattle, WA               3.0           3.00
## 14217                           Los Gatos, CA               9.0           3.00
## 14219                            Chandler, AZ               5.0           5.00
## 14223                            Bellevue, WA              14.0           2.00
## 14228                       San Francisco, CA               6.0           0.00
## 14231                           San Diego, CA               5.0           1.00
## 14232                           San Diego, CA               6.0           4.00
## 14239                               Tampa, FL              12.0           5.00
## 14243                             Chicago, IL              11.0           1.00
## 14244                       San Francisco, CA              18.0           1.50
## 14249                       San Francisco, CA              11.0           3.70
## 14252                             Seattle, WA              15.0           0.00
## 14258                             Seattle, WA              10.0           4.00
## 14259                           Palo Alto, CA              10.0           0.00
## 14260                       San Francisco, CA              15.0           2.00
## 14269                             Seattle, WA              16.0           0.00
## 14271                             Ontario, CA               4.0           4.00
## 14280                       San Francisco, CA              16.0           1.00
## 14282                              Vienna, VA               8.0           1.00
## 14283                           Palo Alto, CA               3.0           3.00
## 14287                             Redmond, WA               6.0           6.00
## 14290                       San Francisco, CA               5.0           0.00
## 14293                             Redmond, WA              18.0           0.00
## 14295                       San Francisco, CA              10.0           1.00
## 14301                             Seattle, WA              17.0           0.00
## 14302                            Bellevue, WA              15.0           0.00
## 14312                       San Francisco, CA               0.0           0.00
## 14314                       San Francisco, CA              10.0           1.00
## 14323                           Sunnyvale, CA               5.0           0.00
## 14326                       San Francisco, CA              10.0           1.00
## 14332                            New York, NY              10.0           6.00
## 14335                         Pune, MH, India               4.0           1.00
## 14336                             Redmond, WA              11.0          10.00
## 14339                       San Francisco, CA              18.0           8.00
## 14340                         Santa Clara, CA              15.0           7.00
## 14349                              Reston, VA               5.0           2.00
## 14353                       San Francisco, CA               4.0           3.50
## 14358                       San Francisco, CA               6.0           2.50
## 14364                             Redmond, WA              15.0           0.00
## 14365                         Bentonville, AR              11.0           2.00
## 14370                            New York, NY               5.0           2.00
## 14371                             Seattle, WA               8.0           6.00
## 14378                         Los Angeles, CA               6.0           2.00
## 14380                       San Francisco, CA               6.0           4.00
## 14381                           Sunnyvale, CA               4.0           1.00
## 14382                             Atlanta, GA               0.0           0.00
## 14396                           Palo Alto, CA               1.0           0.00
## 14397                       San Francisco, CA              15.0           3.00
## 14398                          Menlo Park, CA              15.0           0.00
## 14400                       San Francisco, CA               2.0           0.00
## 14406                             Seattle, WA               4.0           4.00
## 14411                       San Francisco, CA              10.0           2.00
## 14413                            San Jose, CA               9.0           1.00
## 14414                       Mountain View, CA              11.0           7.00
## 14415                           Los Gatos, CA               9.0           0.00
## 14421                            New York, NY               2.0           1.50
## 14423                             Seattle, WA               3.0           3.00
## 14429                             Seattle, WA               3.0           3.00
## 14435                           Palo Alto, CA               3.0           0.00
## 14436                            Bellevue, WA               7.0           5.00
## 14438                           Hillsboro, OR               9.0           9.00
## 14440                         Jersey City, NJ               6.0           0.00
## 14447                    Bangalore, KA, India               5.0           0.00
## 14452                         Santa Clara, CA               3.0           0.00
## 14455                            New York, NY              13.0           3.00
## 14456                              Boston, MA               3.0           3.00
## 14457                         Pune, MH, India              16.0           8.00
## 14461                              Reston, VA               5.0           2.00
## 14463              London, EN, United Kingdom               6.0           6.00
## 14469              London, EN, United Kingdom               1.0           1.00
## 14470                           Cupertino, CA               8.0           2.00
## 14472                              Boston, MA               8.0           4.00
## 14474                             Seattle, WA               7.0           3.50
## 14476                       San Francisco, CA               7.0           1.00
## 14488                       San Francisco, CA               0.0           0.00
## 14492                               Tampa, FL              18.0           1.00
## 14493                        Eden Prairie, MN               9.0           1.00
## 14494                             Seattle, WA               9.0           5.00
## 14495                             Seattle, WA              10.0           5.00
## 14502                             Seattle, WA              11.0           5.00
## 14503                           Cupertino, CA              11.0           4.00
## 14506                       San Francisco, CA               8.0           5.00
## 14518                              Austin, TX               8.0           5.00
## 14519                             Seattle, WA              23.0          20.00
## 14522                       Mountain View, CA               5.0           2.50
## 14523                          Scottsdale, AZ               5.0           4.00
## 14532                         Culver City, CA              15.0          12.00
## 14536                          Scottsdale, AZ               2.0           0.00
## 14542                             Orlando, FL               0.0           1.00
## 14546                            San Jose, CA               7.0           1.00
## 14547                    Bangalore, KA, India               2.0           2.00
## 14548                             Seattle, WA               4.0           1.00
## 14556                             Seattle, WA              19.0          15.00
## 14559                       Mountain View, CA              17.0           5.00
## 14561                           Cupertino, CA               4.0           1.00
## 14567                             Seattle, WA               0.0           0.00
## 14568                       San Francisco, CA              14.0          14.00
## 14573                             Seattle, WA              15.0           1.00
## 14583                       San Francisco, CA               9.0           1.00
## 14585              London, EN, United Kingdom               0.0           0.00
## 14586                             Seattle, WA               8.0           3.00
## 14589                            New York, NY              13.0           0.00
## 14593                           Sunnyvale, CA               4.0           0.00
## 14595                         Santa Clara, CA               2.0           2.00
## 14596                              Boston, MA              13.0           0.00
## 14597                             Seattle, WA               2.0           2.00
## 14604                           St. Louis, MO               7.0           4.00
## 14615                            San Jose, CA              18.0           8.00
## 14621                         Santa Clara, CA              25.0          18.00
## 14623                            New York, NY               7.0           3.00
## 14626                           San Diego, CA               0.0           0.00
## 14628                             Seattle, WA              14.0           1.00
## 14631                       San Francisco, CA              10.0           2.50
## 14633                            New York, NY              13.0           2.50
## 14639                          Menlo Park, CA               0.0           0.00
## 14640                           Palo Alto, CA               2.0           2.00
## 14645                             Seattle, WA              10.0           4.00
## 14650                             Chicago, IL               9.0           3.00
## 14654                         Jersey City, NJ               3.0           0.00
## 14663                         Santa Clara, CA               4.0           0.00
## 14667                             Redmond, WA               4.0           0.00
## 14674                             Seattle, WA               6.0           0.00
## 14675                   Vancouver, BC, Canada              26.0           2.50
## 14679                       Mountain View, CA              16.0           2.00
## 14682                            New York, NY              30.0           8.00
## 14683                   Vancouver, BC, Canada              19.0           0.00
## 14685                    Bengaluru, KA, India              10.0           1.00
## 14686                             Seattle, WA               7.0           0.00
## 14687                             Atlanta, GA              14.0           1.00
## 14689                             Madison, WI              30.0           5.00
## 14691                           Palo Alto, CA               8.0           1.50
## 14701                     Toronto, ON, Canada              12.0           2.50
## 14706                             Boulder, CO              20.0          13.00
## 14708                         Santa Clara, CA               2.0           1.00
## 14710                        Poughkeepsie, NY               2.0           2.00
## 14713                       San Francisco, CA               6.0           1.00
## 14714                         Los Angeles, CA              10.0           0.00
## 14715                           Cupertino, CA               0.0           0.00
## 14718              London, EN, United Kingdom              10.0           1.00
## 14719                             Redmond, WA               3.0           0.00
## 14721                           Palo Alto, CA               2.0           2.00
## 14725                       San Francisco, CA              15.0          11.00
## 14726                         Los Angeles, CA               3.0           3.00
## 14728                   Stockholm, ST, Sweden              12.0           9.00
## 14731                       San Francisco, CA              13.0           0.00
## 14734                   Queretaro, QE, Mexico              10.0           9.00
## 14735                 Zurich, ZH, Switzerland               5.0           2.00
## 14739                           Sunnyvale, CA               3.0           3.00
## 14741                              Boston, MA               7.0           1.00
## 14742                       San Francisco, CA              13.0           0.00
## 14743                           Sunnyvale, CA               2.0           0.00
## 14744                           Palo Alto, CA               2.0           0.00
## 14745                       San Francisco, CA               2.0           0.00
## 14757                       San Francisco, CA               9.0           2.00
## 14761                             Seattle, WA              11.0           7.00
## 14763                           Cupertino, CA              10.0           3.00
## 14765                       San Francisco, CA               1.0           1.00
## 14766                             Seattle, WA               4.0           2.00
## 14771                             Redmond, WA               4.0           3.00
## 14777                           San Ramon, CA               6.0           2.00
## 14779                           Cupertino, CA               8.0           1.00
## 14785              London, EN, United Kingdom               3.0           3.00
## 14786                 Zurich, ZH, Switzerland               2.0           0.00
## 14787                      Salt Lake City, UT               4.0           2.00
## 14790                         Santa Clara, CA              30.0           3.00
## 14793                         Santa Clara, CA              10.0          10.00
## 14805                              Denver, CO              19.0           4.00
## 14807                   Herzliyya, TA, Israel              15.0           2.00
## 14816           Cambridge, EN, United Kingdom               1.0           1.00
## 14817                         Santa Clara, CA               4.0           0.00
## 14822                         Los Angeles, CA               8.0           1.00
## 14828                            New York, NY               8.0           3.00
## 14830                            New York, NY              11.0           2.00
## 14833                          Menlo Park, CA              11.0           2.00
## 14839                          Moorestown, NJ               4.0           4.00
## 14840                             Redmond, WA               2.0           0.00
## 14841                             Seattle, WA               1.0           0.00
## 14846                           Palo Alto, CA               8.0           5.00
## 14853                        Redwood City, CA               9.0           1.00
## 14859                          Broomfield, CO              20.0           5.00
## 14864                           Cupertino, CA               6.0           0.00
## 14866                            New York, NY               9.0           9.00
## 14867                           San Mateo, CA               7.0           0.50
## 14875                             Seattle, WA              10.0           1.00
## 14876                             Seattle, WA              14.0           5.00
## 14877                           Hillsboro, OR               7.0           3.00
## 14887                   Stockholm, ST, Sweden               7.0           1.00
## 14888                            San Jose, CA              10.0           1.00
## 14889                       Mountain View, CA               4.0           0.00
## 14900                       Mountain View, CA               8.0           1.00
## 14904                            New York, NY               5.0           3.00
## 14914                       Mountain View, CA              12.0           9.00
## 14916                            Bellevue, WA               0.0           0.00
## 14918                          Saint Paul, MN               0.0           0.00
## 14928                             Seattle, WA               6.0           0.00
## 14929                       San Francisco, CA              10.0           3.00
## 14930                         Santa Clara, CA               3.0           3.00
## 14947                           Cupertino, CA              10.0           3.00
## 14948                           San Diego, CA               7.0           7.00
## 14949                           Palo Alto, CA               3.0           3.00
## 14950                           Sunnyvale, CA               8.0           7.00
## 14963                           San Bruno, CA               5.0           0.50
## 14966                           Cupertino, CA               0.0           0.00
## 14967                           Sunnyvale, CA               7.0           7.00
## 14968                             Seattle, WA               1.0           0.00
## 14969                       San Francisco, CA              10.0           8.00
## 14972                       San Francisco, CA               1.0           1.00
## 14977                       Mountain View, CA               3.0           3.00
## 14983              London, EN, United Kingdom               1.0           0.00
## 14999                            New York, NY               4.0           0.00
## 15003                              Austin, TX               1.0           0.00
## 15004                            New York, NY               1.0           0.00
## 15011                         Los Angeles, CA               6.0           5.00
## 15020                       San Francisco, CA               2.0           2.00
## 15026                             Seattle, WA               0.0           0.00
## 15027                       San Francisco, CA              15.0           8.00
## 15030                            New York, NY              15.0           4.00
## 15035                       San Francisco, CA              12.0           4.00
## 15037                           Palo Alto, CA               7.0           3.00
## 15038                             Seattle, WA               8.0           0.00
## 15039                       San Francisco, CA               9.0           3.00
## 15049                             Seattle, WA               2.0           2.00
## 15051                             Seattle, WA               7.0           6.00
## 15058                       San Francisco, CA              15.0           5.00
## 15060                            New York, NY               5.0           4.00
## 15062                       San Francisco, CA               8.0           1.00
## 15063                             Redmond, WA               3.0           2.00
## 15065                              Boston, MA               4.0           1.00
## 15066                              Austin, TX               3.0           3.00
## 15072                           Cambridge, MA              10.0           1.00
## 15078                              Boston, MA              22.0           2.00
## 15083                       Mountain View, CA               2.0           2.00
## 15088                             Seattle, WA               0.0           0.00
## 15102                 Zurich, ZH, Switzerland               5.0           5.00
## 15103                   Vancouver, BC, Canada               7.0           3.00
## 15106                              Boston, MA               5.0           2.00
## 15107                             Seattle, WA              15.0           1.00
## 15109                           Palo Alto, CA               9.0           3.00
## 15123                             Chicago, IL               5.0           1.00
## 15130                            San Jose, CA              10.0           1.00
## 15135                            New York, NY              20.0           6.00
## 15137                            New York, NY               4.0           4.00
## 15139                             Atlanta, GA               3.0           1.00
## 15142                             Seattle, WA              15.0           4.00
## 15146                       San Francisco, CA               3.0           2.50
## 15148                           San Diego, CA               5.0           5.00
## 15151                             Seattle, WA               6.0           4.00
## 15156                           San Diego, CA               3.0           3.00
## 15161                       Mountain View, CA               5.0           2.00
## 15162                             Seattle, WA              23.0          14.00
## 15163                             Seattle, WA              10.0           8.00
## 15165                            Chandler, AZ               9.0           9.00
## 15168                           Sunnyvale, CA               8.0           5.00
## 15171                        Santa Monica, CA               4.0           1.00
## 15187                             Redmond, WA              35.0          15.00
## 15188                             Seattle, WA               9.0           2.00
## 15190                       San Francisco, CA              13.0           4.00
## 15192                              Natick, MA               5.0           5.00
## 15196                            Bellevue, WA               6.0           6.00
## 15210                       Paris, IL, France              15.0           5.00
## 15212                         Los Angeles, CA               1.0           1.00
## 15225                             Seattle, WA               4.0           4.00
## 15226                              Newark, NJ               4.0           0.00
## 15229                           Palo Alto, CA               0.0           0.00
## 15230                       San Francisco, CA              17.0           5.00
## 15232                       San Francisco, CA               4.0           4.00
## 15233                           Palo Alto, CA              15.0           4.00
## 15239                            San Jose, CA               7.0           7.00
## 15259                            New York, NY              21.0           3.00
## 15260                            New York, NY              21.0           3.00
## 15262                          Menlo Park, CA               3.0           2.00
## 15266                             Redmond, WA               4.0           3.00
## 15267                           Cupertino, CA               8.0           1.00
## 15269                            Kirkland, WA               0.0           0.00
## 15270                            New York, NY               7.0           0.00
## 15272                             Seattle, WA               0.0           0.00
## 15274                          Menlo Park, CA               3.0           0.00
## 15276                            San Jose, CA              30.0          15.00
## 15286                             Phoenix, AZ              12.0           4.00
## 15287                             Seattle, WA               5.0           0.50
## 15288                       San Francisco, CA               7.0           1.00
## 15290                           Cupertino, CA               3.0           3.00
## 15295                       San Francisco, CA               1.0           1.00
## 15299                     Toronto, ON, Canada               5.0           0.00
## 15303                              Austin, TX               4.0           1.00
## 15304                         Los Angeles, CA              11.0           1.00
## 15306                           Cupertino, CA              10.0          10.00
## 15308                       Mountain View, CA               6.0           2.00
## 15310                            Bellevue, WA              17.0           3.00
## 15313                       Mountain View, CA               5.0           4.00
## 15316                     Berlin, BE, Germany               5.0           1.00
## 15317                            San Jose, CA               7.0           5.00
## 15321                            New York, NY               6.0           1.00
## 15328                          Menlo Park, CA              10.0           1.00
## 15330                            Kirkland, WA              20.0          20.00
## 15331                             Seattle, WA               4.0           2.00
## 15332                            New York, NY               2.0           2.00
## 15338                             Redmond, WA               1.0           0.00
## 15341              London, EN, United Kingdom               4.0           4.00
## 15343                       San Francisco, CA               8.0           0.00
## 15344                           Rochester, MN              26.0          26.00
## 15349                         Santa Clara, CA               2.0           1.00
## 15353                             Atlanta, GA               6.0           2.00
## 15354                           Cupertino, CA               0.0           0.00
## 15356                             Redmond, WA              20.0           6.00
## 15358                         Santa Clara, CA               8.0           8.00
## 15360                       San Francisco, CA               5.0           3.00
## 15364                           Los Gatos, CA               9.0           0.00
## 15369                            San Jose, CA               4.0           2.00
## 15371                     Munich, BY, Germany              15.0           6.00
## 15377                       San Francisco, CA               0.0           0.00
## 15384                       San Francisco, CA               6.0           1.00
## 15392                            San Jose, CA               2.0           0.25
## 15395              London, EN, United Kingdom               6.0           2.00
## 15403                           San Diego, CA              10.0           8.00
## 15406                    Colorado Springs, CO              22.0           7.00
## 15413                       San Francisco, CA              10.0           3.00
## 15422                           Los Gatos, CA               9.0           2.00
## 15424                          Menlo Park, CA               7.0           1.00
## 15427                            San Jose, CA               8.0           2.00
## 15432                       San Francisco, CA              14.0           0.00
## 15436                            San Jose, CA               1.0           1.00
## 15438                             Seattle, WA               3.0           0.00
## 15445                              Reston, VA              24.0          20.00
## 15452                            New York, NY               4.0           1.50
## 15453                       San Francisco, CA               0.0           0.00
## 15454                            San Jose, CA               5.0           4.00
## 15462                   Usaquen, CU, Colombia               3.0           3.00
## 15463                             Seattle, WA               2.0           0.00
## 15465                             Seattle, WA              20.0           2.00
## 15472                              Folsom, CA              11.0          11.00
## 15474                             Redmond, WA               2.0           2.00
## 15477                       San Francisco, CA               5.0           1.00
## 15478                           Cupertino, CA               1.0           1.00
## 15479                        Tokyo, TY, Japan              20.0           8.00
## 15489                             Chicago, IL               0.0           2.00
## 15491                          Menlo Park, CA               6.0           4.00
## 15496                           Sunnyvale, CA               9.0           2.00
## 15499                       San Francisco, CA               3.0           3.00
## 15500                           Sunnyvale, CA              20.0           2.00
## 15516                      Moscow, MC, Russia               1.0           1.00
## 15517                         Santa Clara, CA               9.0           1.00
## 15522                             Chicago, IL              20.0           1.00
## 15523                             Fairfax, VA               3.0          15.00
## 15524                             Seattle, WA               5.0           3.00
## 15539                        Redwood City, CA              15.0           1.50
## 15541                             Redmond, WA               8.0           4.50
## 15549                            Portland, OR              22.0          22.00
## 15555                           Cupertino, CA               0.0           0.00
## 15560                       San Francisco, CA              10.0           5.00
## 15569                            New York, NY               2.0           0.00
## 15570                             Seattle, WA               7.0           1.00
## 15571                           Cupertino, CA               1.0           0.00
## 15573                          Menlo Park, CA              12.0           0.00
## 15575                       San Francisco, CA               9.0           1.00
## 15577                            New York, NY               2.0           0.00
## 15578                       San Francisco, CA               2.0           1.00
## 15579                       Mountain View, CA               8.0           5.00
## 15587                       San Francisco, CA               6.0           6.00
## 15591                             Chicago, IL               9.0           7.00
## 15594                         Culver City, CA              14.0          11.00
## 15595                          Pittsburgh, PA               1.0           1.00
## 15597                            San Jose, CA               0.0           0.00
## 15604                       San Francisco, CA               0.0           0.00
## 15606                             Seattle, WA               4.0           1.00
## 15611                      Chennai, TN, India              21.0           1.00
## 15614                            San Jose, CA              15.0           1.00
## 15615                              Boston, MA              24.0           3.00
## 15617                            Bellevue, WA              12.0           1.00
## 15618                             Seattle, WA               7.0           7.00
## 15622                      Gurgaon, HR, India               7.0           2.00
## 15623                          Menlo Park, CA               7.0           0.00
## 15625                            New York, NY               5.0           2.00
## 15626                             Phoenix, AZ              23.0           3.00
## 15627                             Seattle, WA               9.0           5.00
## 15630                       Mountain View, CA              10.0           4.00
## 15633                           Sunnyvale, CA               3.0           0.00
## 15634                           Sunnyvale, CA               5.0           0.00
## 15636                            New York, NY              20.0           2.00
## 15637                       Mountain View, CA              17.0           3.00
## 15640                         Santa Clara, CA               2.0           2.00
## 15641                              Austin, TX              14.0           1.00
## 15646                             Seattle, WA               0.0           0.00
## 15649                       San Francisco, CA               6.0           1.00
## 15656                   Vancouver, BC, Canada              10.0           5.00
## 15661                           San Diego, CA               1.0           0.00
## 15662                       Mountain View, CA               8.0           5.00
## 15668                              Boston, MA               6.0           1.00
## 15671                              Boston, MA              22.0           3.00
## 15672                       San Francisco, CA               8.0           2.00
## 15676                          Round Rock, TX               0.0           0.00
## 15678                            New York, NY               4.0           4.00
## 15681                             Raleigh, NC               2.0           1.00
## 15685                     Dublin, DN, Ireland              12.0           3.00
## 15686                       Mountain View, CA               0.0           0.00
## 15689                       San Francisco, CA               8.0           4.00
## 15695                              Austin, TX              16.0          16.00
## 15696                       San Francisco, CA              12.0           3.00
## 15701                           Hillsboro, OR               4.0           4.00
## 15704                            New York, NY               7.0           4.00
## 15707                            San Jose, CA               8.0           8.00
## 15709                              Austin, TX               2.0           2.00
## 15710                            Portland, OR               5.0           5.00
## 15711                           Sunnyvale, CA               5.0           5.00
## 15712                             Seattle, WA               2.0           2.00
## 15714                             Seattle, WA               2.0           2.00
## 15720                              Austin, TX              20.0           7.00
## 15724                            San Jose, CA               4.0           2.00
## 15727                         Los Angeles, CA               8.0           4.00
## 15730                             Seattle, WA              18.0           3.00
## 15732                      Moscow, MC, Russia              12.0           4.00
## 15739                       San Francisco, CA               4.0           3.00
## 15740                           Cupertino, CA               5.0           5.00
## 15743                           Hillsboro, OR               3.0           3.00
## 15744                          Menlo Park, CA               4.0           0.00
## 15751                           San Bruno, CA               5.0           3.00
## 15756                         Kansas City, KS               5.0           0.50
## 15758                              Reston, VA              10.0           8.00
## 15761                              Austin, TX               2.0           1.00
## 15762                              Verona, WI               4.0           4.00
## 15770                            Bellevue, WA               4.0           2.00
## 15776                           Palo Alto, CA              20.0           1.00
## 15785                         Santa Clara, CA               1.0           1.00
## 15786                          Pleasanton, CA              10.0           7.00
## 15787                             Seattle, WA               8.0           6.00
## 15792                       Mountain View, CA               7.0           1.00
## 15793                        San Fernando, CA              10.0           3.00
## 15794                         Santa Clara, CA               8.0           2.00
## 15796                             Seattle, WA               7.0           0.00
## 15800                           Sunnyvale, CA               6.0           5.00
## 15802                       Mountain View, CA              10.0           4.00
## 15807                             Seattle, WA               4.0           0.00
## 15809                             Atlanta, GA               5.0           5.00
## 15818                            New York, NY               4.0           1.00
## 15821                           San Ramon, CA               6.0           1.00
## 15825                             Seattle, WA               5.0           2.50
## 15828                           Sunnyvale, CA               4.0           2.00
## 15831                             Orlando, FL               9.0           2.00
## 15834              London, EN, United Kingdom               1.0           1.00
## 15835                          Washington, DC               4.0           4.00
## 15837                             Seattle, WA               4.0           2.00
## 15840                            San Jose, CA              13.0           2.00
## 15847                         Los Angeles, CA               8.0           4.00
## 15848                           Cupertino, CA               1.0           1.00
## 15852                      Moscow, MC, Russia              11.0           8.00
## 15861                             Redmond, WA               2.0           0.00
## 15866                             Redmond, WA              10.0           3.00
## 15867                       Mountain View, CA               1.0           0.00
## 15870                            Portland, OR               2.0           2.00
## 15873                          Broomfield, CO               3.0           3.00
## 15877                             Seattle, WA              10.0           3.00
## 15879                           Sunnyvale, CA               3.0           2.00
## 15892                          Menlo Park, CA               2.0           0.00
## 15896                       Mountain View, CA               0.0           0.50
## 15897                          Pittsburgh, PA               6.0           1.00
## 15899                             Redmond, WA               4.0           0.00
## 15901                            New York, NY               5.0           0.00
## 15912                          Burlington, MA               2.0           0.00
## 15913                           Sunnyvale, CA               7.0           4.00
## 15914                             Seattle, WA               1.0           1.00
## 15915                             Seattle, WA               1.0           1.00
## 15924                             Seattle, WA               5.0           5.00
## 15925                           Hillsboro, OR               7.0           3.00
## 15932                           Palo Alto, CA              10.0           0.00
## 15933                    Hyderabad, TS, India               7.0           2.00
## 15935                          Washington, DC              10.0           4.00
## 15940                    Bogota, DC, Colombia               5.0           1.00
## 15943                       San Francisco, CA               4.0           2.00
## 15945                             Seattle, WA               2.0           2.00
## 15947                       San Francisco, CA               9.0           0.00
## 15950                              Folsom, CA               0.0           1.00
## 15954                         Minneapolis, MN               4.0           1.00
## 15956                            New York, NY               0.0           0.00
## 15957                             Seattle, WA               7.0           3.00
## 15962                         Jersey City, NJ               0.0           1.00
## 15963                           Los Gatos, CA               6.0           2.00
## 15968                       San Francisco, CA              20.0           1.00
## 15971                             Seattle, WA              16.0           1.00
## 15972                       San Francisco, CA              12.0           2.00
## 15973                             Seattle, WA               4.0           0.00
## 15974                         Bentonville, AR               4.0           2.00
## 15975                              Folsom, CA               8.0           7.00
## 15979                     Toronto, ON, Canada               0.0           0.00
## 15981                           Hillsboro, OR               3.0           0.00
## 15983                             Seattle, WA              15.0           0.50
## 15984                           Sunnyvale, CA               0.0           1.00
## 15985                         Santa Clara, CA               8.0           2.00
## 15987                            New York, NY               3.0           1.00
## 15992                       San Francisco, CA              10.0           2.00
## 15993                             Redmond, WA               5.0           0.00
## 15996                       San Francisco, CA               4.0           2.00
## 15999                             Seattle, WA              12.0           0.00
## 16003                         Santa Clara, CA               3.0           1.00
## 16016                           Sunnyvale, CA               7.0           3.00
## 16020                            New York, NY               1.0           0.00
## 16022                          Menlo Park, CA              26.0           2.00
## 16023                            San Jose, CA               6.0           3.00
## 16026                           Sunnyvale, CA               1.0           1.00
## 16027                            Columbus, OH               2.0           2.00
## 16028                            San Jose, CA               6.0           3.00
## 16035                              Folsom, CA               4.0           4.00
## 16038                            San Jose, CA              14.0           5.00
## 16041                             Redmond, WA               3.0           3.00
## 16045                              Austin, TX              12.0           0.00
## 16050                            New York, NY               3.0           1.00
## 16051                          Menlo Park, CA              10.0           7.00
## 16052                             Boulder, CO               0.0           0.00
## 16053                             Seattle, WA              15.0           2.00
## 16061                          Menlo Park, CA              19.0           2.00
## 16063                       Mountain View, CA               0.0           0.00
## 16065                             Seattle, WA               3.0           0.00
## 16068              Amsterdam, NH, Netherlands              10.0           2.00
## 16069                             Seattle, WA               7.0           3.00
## 16086                            San Jose, CA              10.0           0.00
## 16087            Saint Petersburg, SP, Russia              14.0           1.00
## 16096                          Menlo Park, CA              19.0           1.00
## 16098                             Seattle, WA               3.0           1.00
## 16112                             Seattle, WA               3.0           3.00
## 16113                           San Diego, CA               4.0           4.00
## 16115                       Mountain View, CA               4.0           2.00
## 16119                             Seattle, WA               6.0           1.00
## 16140                       Mountain View, CA               1.0           0.00
## 16146                            San Jose, CA               5.0           3.00
## 16149                       San Francisco, CA              12.0           4.00
## 16150                             Seattle, WA               4.0           2.00
## 16152                             Seattle, WA               0.0           0.00
## 16156                            New York, NY              11.0           7.00
## 16160                            New York, NY              12.0           5.00
## 16171                             Seattle, WA               4.0           1.00
## 16179                        Philadelphia, PA              15.0           5.00
## 16180                            Milpitas, CA               3.0           0.00
## 16183                             Mc Lean, VA              12.0           4.00
## 16184                             Seattle, WA              13.0           2.00
## 16185                             Atlanta, GA               0.0           0.00
## 16194                     Berlin, BE, Germany               6.0           0.00
## 16205                             Seattle, WA               8.0           5.00
## 16208                         Bala Cynwyd, PA              10.0           6.00
## 16212                           Sunnyvale, CA               6.0           6.00
## 16220                             Seattle, WA               5.0           5.00
## 16221                   Vancouver, BC, Canada               3.0           0.00
## 16223                            San Jose, CA               5.0           3.00
## 16228                             Seattle, WA              14.0           4.00
## 16233                          Menlo Park, CA               1.0           1.00
## 16236                              Boston, MA               0.0           0.00
## 16243                              Boston, MA               5.0           5.00
## 16244                             Redmond, WA              14.0          12.00
## 16247                         Santa Clara, CA              15.0           2.00
## 16249                           Sunnyvale, CA              10.0          10.00
## 16253                         Jersey City, NJ              10.0           4.00
## 16254                Singapore, SG, Singapore               1.0           1.00
## 16255                            San Jose, CA               5.0           4.00
## 16256                            New York, NY               6.0           6.00
## 16258                           Arlington, VA               5.0           3.00
## 16261                          Menlo Park, CA               4.0           2.00
## 16262                             Phoenix, AZ               6.0           4.00
## 16267                           Palo Alto, CA              10.0           3.00
## 16268                          Emeryville, CA               8.0           5.00
## 16272                             Seattle, WA               4.0           1.00
## 16276                           Cupertino, CA              10.0           0.00
## 16278                       San Francisco, CA               5.0           0.50
## 16281                        Tokyo, TY, Japan              19.0           3.00
## 16294                           Sunnyvale, CA               5.0           1.50
## 16302                       San Francisco, CA               3.0           0.00
## 16315                            Kirkland, WA              17.0          10.00
## 16317                            San Jose, CA              13.0          10.00
## 16326                           Cupertino, CA               6.0           1.00
## 16327                            San Jose, CA              15.0           6.00
## 16334                            New York, NY              10.0           1.00
## 16342                             Seattle, WA               4.0           1.00
## 16366                       San Francisco, CA               4.0           2.00
## 16369                           Cupertino, CA               3.0           3.00
## 16373                           Sunnyvale, CA               4.0           0.00
## 16379                           Palo Alto, CA               3.0           3.00
## 16382                       San Francisco, CA               6.0           0.00
## 16390                       Mountain View, CA              18.0           4.00
## 16394                           Palo Alto, CA               3.0           3.00
## 16402                Brno, JM, Czech Republic               4.0           2.00
## 16403                       San Francisco, CA               7.0           0.00
## 16412                           Sunnyvale, CA               5.0           0.00
## 16426                           Los Gatos, CA               4.0           0.00
## 16430                         Santa Clara, CA               8.0           8.00
## 16435                          Menlo Park, CA              12.0           1.00
## 16436                             Seattle, WA              26.0           2.00
## 16442                            San Jose, CA              13.0           3.00
## 16452                            New York, NY              20.0           9.00
## 16457                         Santa Clara, CA               3.0           1.00
## 16458                       San Francisco, CA               5.0           1.00
## 16462                              Durham, NC               4.0           1.00
## 16463                             Seattle, WA              20.0           4.00
## 16467                            New York, NY               3.0           3.00
## 16469                   Vancouver, BC, Canada               3.0           3.00
## 16472                            Carlsbad, CA              11.0           1.00
## 16481                           Sunnyvale, CA               2.0           2.00
## 16484                              Boston, MA               3.0           0.50
## 16485                            New York, NY               2.0           2.00
## 16489                             Seattle, WA              27.0           1.00
## 16491                       Mountain View, CA               2.0           1.50
## 16495                       San Francisco, CA               5.0           0.00
## 16498                             Redmond, WA               2.0           0.00
## 16502                  Bucharest, BU, Romania              17.0           5.00
## 16509                           Sunnyvale, CA               2.0           2.00
## 16513                   Walldorf, BW, Germany               4.0           4.00
## 16516                         Bentonville, AR              16.0           9.00
## 16521                           Cambridge, MA               2.0           2.00
## 16522                             Oakland, CA               7.0           2.00
## 16524                           Cambridge, MA               0.0           0.00
## 16530                               Tampa, FL               8.0           1.00
## 16537                              Hudson, MA               4.0           4.00
## 16538                         Santa Clara, CA              10.0           7.00
## 16541                             Seattle, WA              12.0           0.00
## 16542                              Vienna, VA               3.0           1.00
## 16543                            Kirkland, WA               3.0           3.00
## 16546                           Sunnyvale, CA               5.0           5.00
## 16548                     Dublin, DN, Ireland               3.0           3.00
## 16557                       San Francisco, CA              13.0           0.00
## 16571                       San Francisco, CA               2.0           2.00
## 16573                              Austin, TX              18.0           5.00
## 16575                         Los Angeles, CA               9.0           0.00
## 16580                            New York, NY               1.0           1.00
## 16582                            San Jose, CA              11.0           7.00
## 16583                              Natick, MA              15.0          11.00
## 16584                            San Jose, CA               3.0           0.00
## 16589                    Bangalore, KA, India               2.0           2.00
## 16591                            New York, NY               2.0           2.00
## 16593                             Memphis, TN               2.0           1.00
## 16596                       San Francisco, CA               9.0           0.00
## 16603                           Sunnyvale, CA               3.0           3.00
## 16608                           Sunnyvale, CA              14.0           6.00
## 16609                              Dublin, CA               3.0           3.00
## 16611                             Redmond, WA               3.0           0.00
## 16618                            San Jose, CA              10.0           5.00
## 16622                        Philadelphia, PA              11.0           1.00
## 16633                            San Jose, CA               8.0           2.00
## 16635              London, EN, United Kingdom               7.0           3.00
## 16636                           Los Gatos, CA               6.0           2.00
## 16637              London, EN, United Kingdom               4.0           1.00
## 16640                           Sunnyvale, CA               2.0           0.00
## 16643                 Zurich, ZH, Switzerland              10.0           0.00
## 16646                              Austin, TX               7.0           3.00
## 16648                 Zurich, ZH, Switzerland               0.0           0.00
## 16650                             Seattle, WA               5.0           0.00
## 16655                             Oakland, CA               0.0           0.00
## 16657                             Redmond, WA               4.0           4.00
## 16660                              Vienna, VA               7.0           3.00
## 16662                     Berlin, BE, Germany               0.0           0.00
## 16669                       San Francisco, CA               6.0           2.00
## 16670                             Seattle, WA              20.0           0.00
## 16672                    Montreal, QC, Canada               9.0           1.00
## 16673                              Boston, MA               5.0           2.00
## 16676                       San Francisco, CA               6.0           2.00
## 16683                     Needham Heights, MA               7.0           2.50
## 16684                           St. Louis, MO              20.0           8.00
## 16687                              Austin, TX               1.0           0.00
## 16688                             Seattle, WA              21.0           3.00
## 16690                             Redmond, WA              12.0           0.00
## 16691                           Sunnyvale, CA               5.0           2.00
## 16692                             Seattle, WA              13.0          12.00
## 16696                              Austin, TX              15.0           8.00
## 16700                            Portland, OR              18.0           4.00
## 16701                            Seabrook, NH              10.0           3.00
## 16710                           Sunnyvale, CA               9.0           1.00
## 16711                    Toulouse, MI, France              16.0           1.00
## 16713                             Seattle, WA               8.0           4.00
## 16714                             Seattle, WA              17.0           5.00
## 16717                            Bellevue, WA               6.0           3.00
## 16720                   Sydney, NS, Australia               2.0           2.00
## 16722                   Stockholm, ST, Sweden               8.0           5.00
## 16729                       San Francisco, CA               6.0           3.00
## 16734              London, EN, United Kingdom              10.0           4.00
## 16741                   Stockholm, ST, Sweden               6.0           4.00
## 16746                     Zaragoza, AR, Spain               5.0           3.00
## 16747                   Stockholm, ST, Sweden              15.0           1.00
## 16748                        Lodz, LD, Poland               9.0           4.00
## 16757                              Boston, MA               8.0          10.00
## 16758                            New York, NY               5.0           1.00
## 16759                Singapore, SG, Singapore               5.0           0.00
## 16762                    Bengaluru, KA, India              10.0           3.00
## 16764              Amsterdam, NH, Netherlands              11.0           1.00
## 16771                       San Francisco, CA              14.0           1.00
## 16779                              Austin, TX              16.0           1.00
## 16780                            New York, NY               5.0           1.00
## 16798              London, EN, United Kingdom               2.0           2.00
## 16799                       San Francisco, CA               2.0           2.00
## 16800                             Seattle, WA               6.0           6.00
## 16822                           Cupertino, CA               2.0           2.00
## 16828                       San Francisco, CA              10.0           1.00
## 16834                    Hyderabad, AP, India               9.0           5.00
## 16835                           Los Gatos, CA              20.0           4.00
## 16839                           Palo Alto, CA               8.0           6.00
## 16841                       San Francisco, CA              16.0           3.00
## 16845                    Hamburg, HH, Germany              16.0           4.00
## 16847                   Sydney, NS, Australia              19.0           1.00
## 16858                           Sunnyvale, CA              20.0           3.50
## 16861                            New York, NY              12.0           0.00
## 16865                            San Jose, CA               9.0           2.00
## 16870                            San Jose, CA              11.0           5.00
## 16872                            San Jose, CA              10.0           4.00
## 16879                       San Francisco, CA               4.0           4.00
## 16880                           San Diego, CA              10.0           1.00
## 16886                   Vancouver, BC, Canada               8.0           0.00
## 16890                            Milpitas, CA               1.0           1.00
## 16891                            Bellevue, WA              15.0           9.00
## 16893                            New York, NY              12.0           6.00
## 16907                       San Francisco, CA               7.0           4.00
## 16909                          Menlo Park, CA              20.0           1.50
## 16914                            Kirkland, WA              13.0           3.00
## 16915                    Barcelona, CT, Spain              22.0           3.00
## 16919                             Seattle, WA               4.0           2.00
## 16925                           Cupertino, CA               4.0           2.00
## 16936                             Chicago, IL              32.0           1.00
## 16937                   Stockholm, ST, Sweden               4.0           4.00
## 16941                     Zaragoza, AR, Spain              10.0           1.00
## 16948                       San Francisco, CA               2.0           2.00
## 16964                    Plymouth Meeting, PA               0.0           0.00
## 16968                             Seattle, WA              15.0           8.00
## 16969                         Santa Clara, CA              10.0           6.00
## 16970                           Cupertino, CA              10.0           3.00
## 16976                             Seattle, WA               3.0           3.00
## 16978                             Seattle, WA               2.0           0.00
## 16982                   Vancouver, BC, Canada              16.0           2.50
## 16983                       Mountain View, CA               6.0           3.00
## 16986                             Seattle, WA               0.0           0.00
## 16987                              Boston, MA               6.0           0.00
## 16990                    Bangalore, KA, India               6.0           1.00
## 16991                            New York, NY              17.0          10.00
## 16996                       San Francisco, CA               2.0           1.50
## 17001                     Toronto, ON, Canada              15.0           1.00
## 17003                           Sunnyvale, CA              15.0           3.00
## 17009                          Menlo Park, CA              10.0           1.00
## 17010                             Atlanta, GA               4.0           2.00
## 17014                             Seattle, WA               3.0           2.00
## 17015                            San Jose, CA               6.0           5.00
## 17017                            San Jose, CA               2.0           2.00
## 17018                         Jersey City, NJ               2.0           2.00
## 17019                            New York, NY               5.0           5.00
## 17021                             Redmond, WA               3.0           0.00
## 17022                           Chantilly, VA              31.0           2.00
## 17023                        Redwood City, CA               6.0           1.00
## 17025                             Madison, WI               0.0           0.00
## 17026                             Redmond, WA               4.0           0.00
## 17027                            New York, NY               3.0           3.00
## 17041                            San Jose, CA              12.0           4.00
## 17047                          Menlo Park, CA               2.0           2.00
## 17048           Cambridge, EN, United Kingdom               4.0           3.00
## 17051                              Hudson, MA               4.0           1.00
## 17055                             Seattle, WA               6.0           6.00
## 17058                           Sunnyvale, CA               6.0           6.00
## 17067                             Seattle, WA              20.0           2.00
## 17074                            San Jose, CA               4.0           4.00
## 17077                         Santa Clara, CA               4.0           1.00
## 17085                            San Jose, CA               6.0           6.00
## 17090                            San Jose, CA               9.0           9.00
## 17095                             Redmond, WA               1.0           0.00
## 17097              London, EN, United Kingdom              10.0           6.00
## 17120                             Seattle, WA               3.0           3.00
## 17122                          Pleasanton, CA              10.0           0.00
## 17126                            New York, NY               7.0           7.00
## 17142                            New York, NY               6.0           3.00
## 17146                            San Jose, CA               3.0           5.00
## 17147                           Hillsboro, OR               4.0           4.00
## 17149                    Yorktown Heights, NY              23.0          23.00
## 17150                             Seattle, WA              10.0           3.00
## 17151                             Boulder, CO               7.0           7.00
## 17159                             Seattle, WA               9.0           5.00
## 17160                         Santa Clara, CA               8.0           8.00
## 17174                           Palo Alto, CA               2.0           0.00
## 17178                             Seattle, WA              12.0           5.00
## 17180                            New York, NY               2.0           1.00
## 17182                             Seattle, WA               5.0           5.00
## 17187                     Galway, GY, Ireland               3.0           0.60
## 17195                       San Francisco, CA              13.0           1.00
## 17200                             Seattle, WA              20.0           4.00
## 17203                            Bellevue, WA              14.0           3.00
## 17207                            San Jose, CA              19.0           2.00
## 17208                             Seattle, WA               0.0           0.00
## 17217                             Seattle, WA               3.0           1.00
## 17219                       San Francisco, CA              17.0          12.00
## 17222                       San Francisco, CA              16.0           0.00
## 17226                            Portland, OR               9.0           0.00
## 17228                             Fairfax, VA               1.0           1.00
## 17235                             Seattle, WA               9.0           2.00
## 17244                             Seattle, WA              10.0           7.00
## 17248                       San Francisco, CA               3.0           3.00
## 17250                             Redmond, WA              15.0           3.00
## 17257                             Seattle, WA              15.0           4.00
## 17267                         Santa Clara, CA              15.0           8.00
## 17269                           Palo Alto, CA              18.0           2.00
## 17284                           Sunnyvale, CA              10.0           0.00
## 17294                       San Francisco, CA               8.0           0.00
## 17297                            Kirkland, WA               2.0           3.00
## 17301                Bratislava, BL, Slovakia               7.0           6.00
## 17302                         Santa Clara, CA               5.0           5.00
## 17303                    Hyderabad, TS, India               5.0           4.00
## 17304                              Austin, TX              10.0           4.00
## 17310                    Bangalore, KA, India              11.0           1.00
## 17313                       San Francisco, CA              10.0           5.00
## 17314                         Los Angeles, CA               7.0           3.00
## 17325              London, EN, United Kingdom               6.0           0.00
## 17330                           Cupertino, CA               4.0           4.00
## 17331                           Cupertino, CA               2.0           2.00
## 17333                       Mountain View, CA              15.0           9.00
## 17337                       San Francisco, CA              12.0           0.50
## 17338                           Palo Alto, CA               9.0           4.00
## 17345                             Seattle, WA              12.0           6.00
## 17346                            Bellevue, WA               3.0           0.00
## 17353                           San Diego, CA               4.0           4.00
## 17355                           Cupertino, CA              10.0           0.00
## 17357                             Seattle, WA               1.0           1.00
## 17364                    Tel Aviv, TA, Israel              10.0           5.00
## 17371                       San Francisco, CA              12.0           2.00
## 17375                 South San Francisco, CA               8.0           1.00
## 17377                           Sunnyvale, CA               5.0           2.00
## 17378                         San Antonio, TX               8.0           8.00
## 17384                              Boston, MA               2.0           2.00
## 17385                             Seattle, WA               1.0           0.00
## 17386                             Redmond, WA               0.0           0.00
## 17393                       Mountain View, CA              11.0           1.00
## 17399                              Dallas, TX              18.0           4.00
## 17400                          Menlo Park, CA               4.0           1.00
## 17401                            San Jose, CA               8.0           2.00
## 17404                              Austin, TX               4.0           2.00
## 17407                             Seattle, WA               8.0           6.00
## 17410                           Los Gatos, CA              10.0           0.00
## 17417                             Seattle, WA               1.0           0.00
## 17431                       San Francisco, CA               4.0           2.00
## 17432                   Stockholm, ST, Sweden               7.0           7.00
## 17441                             Fairfax, VA               4.0           4.00
## 17444                            San Jose, CA              14.0           6.00
## 17445                             Herndon, VA               7.0           5.00
## 17448                            New York, NY               4.0           1.50
## 17449                            San Jose, CA              10.0           6.00
## 17457                       Mountain View, CA               2.0           2.00
## 17461                         Santa Clara, CA               8.0           8.00
## 17463                              Newton, MA               5.0           5.00
## 17468                         Santa Clara, CA               3.0           3.00
## 17470                           Sunnyvale, CA               2.0           2.00
## 17492                    Bangalore, KA, India              17.0           4.00
## 17495                           Cupertino, CA               6.0           1.00
## 17498                           Cambridge, MA              12.0           4.00
## 17502                              Dallas, TX               5.0           0.00
## 17505                            San Jose, CA               7.0           7.00
## 17509                             Seattle, WA               3.0           3.00
## 17510                             Seattle, WA               9.0           3.00
## 17512                             Seattle, WA              16.0           4.00
## 17513                 South San Francisco, CA               7.0           2.00
## 17514                             Seattle, WA              12.0           4.00
## 17519                            New York, NY               7.0           5.00
## 17520                            New York, NY              15.0           5.00
## 17521                            New York, NY              14.0          12.00
## 17531                            San Jose, CA               5.0           2.00
## 17532                             Seattle, WA               6.0           4.00
## 17534                             Seattle, WA              10.0           3.00
## 17538                         Foster City, CA               0.0           0.00
## 17540                            New York, NY               7.0           0.00
## 17544                             Seattle, WA               2.0           0.00
## 17547                    Hyderabad, TS, India               8.0           2.00
## 17553                       Mountain View, CA              10.0           4.00
## 17562                         Foster City, CA               2.0           2.00
## 17563                           San Diego, CA              16.0           1.00
## 17573                              Boston, MA               2.0           1.00
## 17577                             Seattle, WA              13.0           3.00
## 17579                           Palo Alto, CA               0.0           0.00
## 17591                           Sunnyvale, CA               3.0           1.00
## 17594                             Seattle, WA               8.0           4.00
## 17599                             Seattle, WA              15.0           3.00
## 17602                       San Francisco, CA               8.0           8.00
## 17603                           Beaverton, OR               7.0           4.00
## 17604                   Vancouver, BC, Canada              10.0           4.00
## 17620                         Jersey City, NJ              20.0           4.00
## 17621                   Vancouver, BC, Canada              21.0           3.00
## 17628                           Vancouver, WA              14.0          14.00
## 17635                              Austin, TX               4.0           4.00
## 17637                             Redmond, WA               4.0           1.00
## 17650                           Sunnyvale, CA               7.0           4.00
## 17651                             Redmond, WA               8.0           1.00
## 17653                           Cupertino, CA               4.0           0.00
## 17656                            San Jose, CA               4.0           4.00
## 17658                       Mountain View, CA               7.0           5.00
## 17660                            New York, NY               2.0           0.00
## 17664                            San Jose, CA               0.0           0.00
## 17667                             Redmond, WA               2.0           0.00
## 17682                   Vancouver, BC, Canada              10.0           9.00
## 17684                           Cupertino, CA               5.0           3.50
## 17687                            San Jose, CA               2.0           2.00
## 17702                         Los Angeles, CA               7.0           3.50
## 17703                             Seattle, WA               3.0           2.00
## 17715                            Bellevue, WA              17.0           3.00
## 17719                          Menlo Park, CA               5.0           3.00
## 17723                       San Francisco, CA              15.0          15.00
## 17727                              Denver, CO               8.0           3.00
## 17744                             Redmond, WA               4.0           3.00
## 17746                       San Francisco, CA               9.0           2.00
## 17752                           Arlington, VA               3.0           3.00
## 17758                             Buffalo, NY               4.0           2.50
## 17760                            San Jose, CA               2.0           2.00
## 17764                           Cupertino, CA               6.0           2.00
## 17767                           San Mateo, CA              16.0           5.00
## 17769                       San Francisco, CA               4.0           4.00
## 17781                           Sunnyvale, CA              20.0           3.00
## 17784                   Vancouver, BC, Canada              13.0           4.00
## 17787                           Sunnyvale, CA              12.0           3.00
## 17788                             Seattle, WA               5.0           2.00
## 17792                         Los Angeles, CA               5.0           1.00
## 17793                              Austin, TX              11.0           0.00
## 17796                             Redmond, WA               9.0           0.50
## 17797                       Mountain View, CA              12.0           6.00
## 17802                             Raleigh, NC               2.0           7.00
## 17806                             Seattle, WA              15.0           3.00
## 17810                            San Jose, CA              10.0          10.00
## 17811                              Austin, TX              10.0           4.00
## 17814                            New York, NY              14.0          12.00
## 17819                       San Francisco, CA               5.0           1.00
## 17829                            San Jose, CA               6.0           4.00
## 17849                       San Francisco, CA               6.0           2.00
## 17851                              Austin, TX              19.0           7.00
## 17855                            New York, NY              12.0           1.00
## 17857                             Boulder, CO              14.0           6.00
## 17860                           Sunnyvale, CA               9.0           9.00
## 17861                    Bengaluru, KA, India              11.0           7.00
## 17863                            San Jose, CA               4.0           4.00
## 17866                         Santa Clara, CA               8.0           8.00
## 17869                           Cupertino, CA              19.0           6.00
## 17875                Utrecht, UT, Netherlands               7.0           5.00
## 17880                           Hillsboro, OR               8.0           8.00
## 17887                         Jersey City, NJ              20.0          20.00
## 17893                        Redwood City, CA               1.0           0.00
## 17896                             Seattle, WA              13.0           1.00
## 17900                             Seattle, WA               9.0           9.00
## 17909              London, EN, United Kingdom               7.0           0.00
## 17910                             Redmond, WA               2.0           0.00
## 17912                          Washington, DC              10.0           2.00
## 17916                       San Francisco, CA              15.0           0.00
## 17925                         Santa Clara, CA              14.0           5.00
## 17927                          Menlo Park, CA               1.0           1.00
## 17933                       Mountain View, CA               8.0           4.00
## 17936                       San Francisco, CA               2.0           2.00
## 17938                   Walldorf, BW, Germany               6.0           6.00
## 17944                       San Francisco, CA               3.0           3.00
## 17945                          Washington, DC              10.0           2.00
## 17948                           Palo Alto, CA               7.0           0.00
## 17950                             Redmond, WA               2.0           0.00
## 17951                            Portland, OR               5.0           2.00
## 17956                         Culver City, CA              15.0          11.00
## 17960                             Seattle, WA               6.0           3.00
## 17962                       San Francisco, CA               6.0           6.00
## 17969                         Santa Clara, CA               0.0           0.00
## 17972                              Austin, TX               6.0           2.00
## 17976                             Chicago, IL               2.0           2.00
## 17979                             Redmond, WA              10.0           5.00
## 17980                       San Francisco, CA               4.0           1.00
## 17987                          El Segundo, CA              22.0          20.00
## 17988                            San Jose, CA               4.0           2.00
## 17990                         Bentonville, AR               5.0           1.00
## 17992                         Los Angeles, CA               7.0           5.00
## 17996                           Hillsboro, OR               3.0           3.00
## 17998                              Austin, TX              16.0           1.00
## 18005                       San Francisco, CA               8.0           4.00
## 18007                          Menlo Park, CA               5.0           5.00
## 18008                        Redwood City, CA              16.0           5.00
## 18013                     Berlin, BE, Germany              15.0           1.00
## 18026                            San Jose, CA               2.0           2.00
## 18029                             Seattle, WA              15.0           2.00
## 18030                            San Jose, CA               2.0           1.00
## 18031                            San Jose, CA               3.0           3.00
## 18032                            San Jose, CA               2.0           1.00
## 18033                           San Diego, CA               1.0           1.00
## 18037                       San Francisco, CA               9.0           1.00
## 18039                         Santa Clara, CA               7.0           0.00
## 18042                            San Jose, CA              19.0           6.00
## 18049                             Seattle, WA               6.0           3.00
## 18051                         Foster City, CA               9.0           5.00
## 18054                       Kiev, KC, Ukraine               4.0           1.00
## 18057                            New York, NY              15.0           4.00
## 18062                             Seattle, WA               2.0           0.00
## 18069                             Redmond, WA               0.0           0.00
## 18071                           Sunnyvale, CA              18.0           1.00
## 18073                       Mountain View, CA              20.0           8.00
## 18074                            New York, NY               7.0           3.00
## 18079                              Boston, MA               2.0           1.00
## 18080                       San Francisco, CA               9.0           2.00
## 18081                             Redmond, WA               0.0           0.00
## 18082                       San Francisco, CA              25.0           1.00
## 18088                           San Diego, CA              12.0           3.00
## 18090                 Zurich, ZH, Switzerland               6.0           1.00
## 18093                              Austin, TX               6.0           2.00
## 18094              London, EN, United Kingdom               9.0           1.00
## 18095                            New York, NY               7.0           2.00
## 18097                       San Francisco, CA              11.0           3.00
## 18103                           Hillsboro, OR               2.0           3.00
## 18106                             Seattle, WA              15.0           4.00
## 18117                           Sunnyvale, CA              10.0           6.00
## 18120                       San Francisco, CA               2.0           0.00
## 18122                Singapore, SG, Singapore               6.0           0.60
## 18124                            New York, NY               5.0           1.50
## 18126                             Seattle, WA              25.0           1.00
## 18130                              Warren, NJ              20.0          10.00
## 18131                           Hillsboro, OR              15.0          10.00
## 18140                           Sunnyvale, CA               9.0           0.00
## 18145                            San Jose, CA               2.0           2.00
## 18147                             Seattle, WA               2.0           0.00
## 18149                            New York, NY               4.0           2.00
## 18152                       San Francisco, CA               1.0           1.00
## 18153                             Seattle, WA               6.0           6.00
## 18163                       Mountain View, CA               5.0           0.00
## 18165                            New York, NY               5.0           1.00
## 18167                       Mountain View, CA              17.0          10.00
## 18170                       San Francisco, CA               4.0           4.00
## 18171                       San Francisco, CA               5.0           1.00
## 18172                           Sunnyvale, CA               3.0           3.00
## 18173                       Mountain View, CA               2.0           3.00
## 18174                            New York, NY               2.0           1.00
## 18177                              Boston, MA              15.0           8.00
## 18182                         Santa Clara, CA               8.0           8.00
## 18184                           Cupertino, CA              10.0           6.00
## 18186                          Menlo Park, CA               2.0           2.00
## 18195                       San Francisco, CA              17.0           2.00
## 18201                           San Diego, CA               4.0           1.00
## 18202                            San Jose, CA               3.0           2.00
## 18203                       San Francisco, CA               4.0           1.00
## 18208                             Buffalo, NY               4.0           3.00
## 18209                          Menlo Park, CA               3.0           2.00
## 18217                              Austin, TX               9.0           4.00
## 18221                             Seattle, WA              20.0          12.00
## 18228                             Redmond, WA               0.0           0.00
## 18232                         Santa Clara, CA               6.0           6.00
## 18238                       Mountain View, CA               7.0           1.00
## 18240                             Seattle, WA               6.0           1.00
## 18242                             Seattle, WA               8.0           4.00
## 18243                           Cupertino, CA              12.0           3.00
## 18245                            San Jose, CA               9.0           4.00
## 18249                             Redmond, WA              10.0           0.00
## 18255                             Seattle, WA               2.0           1.00
## 18258                           Arlington, VA               3.0           1.50
## 18259                             Seattle, WA               6.0           3.00
## 18270                            San Jose, CA               4.0           3.00
## 18271                           Palo Alto, CA               4.0           4.00
## 18283                    Bengaluru, KA, India               0.0           0.00
## 18287                             Seattle, WA              10.0           3.00
## 18291                       San Francisco, CA               2.0           0.00
## 18292                      Moscow, MC, Russia               7.0           0.00
## 18293                    Bengaluru, KA, India               0.0           0.00
## 18296                            San Jose, CA              16.0           4.50
## 18298                             Seattle, WA               2.0           0.00
## 18304                       San Francisco, CA               2.0           2.00
## 18306                           Sunnyvale, CA               2.0           2.00
## 18307                            Bellevue, WA               4.0           0.00
## 18310                            Kirkland, WA              18.0           6.00
## 18313                       Madrid, MD, Spain               5.0           0.00
## 18314                              Austin, TX               4.0           4.00
## 18315                            San Jose, CA              20.0           3.00
## 18317                       Mountain View, CA               9.0           6.00
## 18320                       San Francisco, CA               5.0           0.00
## 18324                       San Francisco, CA               1.0           1.00
## 18326                              Denver, CO              12.0           4.00
## 18329                       San Francisco, CA               2.0           0.00
## 18330                       San Francisco, CA               5.0           1.00
## 18334                             Seattle, WA               3.0           0.00
## 18335                             Redmond, WA              12.0           0.00
## 18339                             Seattle, WA               8.0           1.00
## 18346                            San Jose, CA               6.0           2.00
## 18347                            Sterling, VA               4.0           3.00
## 18348                         Santa Clara, CA               3.0           3.00
## 18350                           Sunnyvale, CA               9.0           3.00
## 18352                             Seattle, WA              14.0           1.00
## 18355                       Mountain View, CA               0.0           0.00
## 18358                           Charlotte, NC              10.0           2.00
## 18361                             Redmond, WA               7.0           0.00
## 18372                           San Mateo, CA              15.0           1.00
## 18374                             Seattle, WA               1.0           1.00
## 18375                            New York, NY               3.0           3.00
## 18376                          Pittsburgh, PA               2.0           1.00
## 18377                   Vancouver, BC, Canada              15.0           0.00
## 18378                       San Francisco, CA               4.0           2.00
## 18384                             Seattle, WA               4.0           0.00
## 18385                       San Francisco, CA               2.0           2.00
## 18386                       San Francisco, CA              10.0           0.00
## 18387                             Seattle, WA               6.0           0.00
## 18393                       San Francisco, CA              20.0          10.00
## 18396                           Sunnyvale, CA               3.0           0.00
## 18397                             Chicago, IL               2.0           2.00
## 18403                    Hyderabad, AP, India              14.0          14.00
## 18404                       Mountain View, CA              10.0           3.00
## 18413                              Boston, MA              16.0          13.00
## 18414                       San Francisco, CA               5.0           5.00
## 18415                    Tel Aviv, TA, Israel               8.0           2.00
## 18421                            New York, NY               3.0           3.00
## 18425              Amsterdam, NH, Netherlands               4.0           4.00
## 18427                         Bentonville, AR               4.0           0.00
## 18428                              Austin, TX               5.0           3.00
## 18432                             Seattle, WA               7.0           3.00
## 18433                             Seattle, WA               3.0           0.00
## 18436                           Sunnyvale, CA               4.0           4.00
## 18440                             Seattle, WA               2.0           2.00
## 18445                           Cupertino, CA               0.0           0.00
## 18447                             Redmond, WA               3.0           0.00
## 18450                              Boston, MA              14.0           2.00
## 18451                       San Francisco, CA              10.0           5.00
## 18457                       Mountain View, CA              13.0           8.00
## 18459                           Palo Alto, CA               2.0           0.00
## 18462                             Seattle, WA               5.0           0.00
## 18467                             Seattle, WA               7.0           4.00
## 18470                             Seattle, WA               5.0           5.00
## 18476                             Seattle, WA               7.0           7.00
## 18480                     Calgary, AB, Canada               3.0           1.00
## 18484                             Redmond, WA               2.0           2.00
## 18487                            New York, NY              16.0          12.00
## 18492                           Sunnyvale, CA               2.0           2.00
## 18493                           St. Louis, MO               5.0           5.00
## 18495                             Herndon, VA               4.0           1.00
## 18498                           Cambridge, MA              15.0           1.00
## 18499                         Minneapolis, MN               7.0           0.50
## 18500                    Bangalore, KA, India               4.0           4.00
## 18503                             Seattle, WA               0.0           0.00
## 18513                          Greenville, SC               3.0           2.00
## 18514                            New York, NY               3.0           1.50
## 18522                       San Francisco, CA              10.0           3.00
## 18524                            New York, NY              10.0           7.00
## 18525                             Redmond, WA               6.0           0.00
## 18527                           Sunnyvale, CA              30.0           0.00
## 18538                             Redmond, WA               8.0           0.00
## 18540                             Seattle, WA              14.0           1.00
## 18541                           Sunnyvale, CA               3.0           0.00
## 18545                       Mountain View, CA               3.0           0.00
## 18548                          Sacramento, CA              15.0           4.00
## 18549                         Santa Clara, CA               6.0           1.00
## 18551                       San Francisco, CA               9.0           0.00
## 18555                             Chicago, IL               5.0           1.00
## 18559                   Stockholm, ST, Sweden               6.0           2.00
## 18561                              Hudson, MA               4.0           4.00
## 18562                           Sunnyvale, CA               2.0           0.00
## 18567                       San Francisco, CA               5.0           3.00
## 18571                            San Jose, CA              16.0           2.00
## 18572                           Palo Alto, CA               2.0           1.00
## 18578                       Mountain View, CA              12.0           1.00
## 18601                         Jersey City, NJ               3.0           3.00
## 18606                             Seattle, WA               1.0           0.00
## 18610                         Los Angeles, CA               2.0           2.00
## 18611              Amsterdam, NH, Netherlands               7.0           3.50
## 18612                       Santa Barbara, CA               8.0           1.00
## 18615                              Boston, MA               0.0           0.00
## 18616                     Toronto, ON, Canada              10.0           7.00
## 18621                             Chicago, IL               8.0           3.50
## 18623                             Seattle, WA               2.0           2.00
## 18624                         Santa Clara, CA               3.0           3.00
## 18634                           Champaign, IL               2.0           2.00
## 18646                             Seattle, WA               7.0           6.00
## 18647                         Jersey City, NJ               1.0           0.00
## 18654                           Sunnyvale, CA               3.0           0.00
## 18655                             Seattle, WA               4.0           4.00
## 18657                   Vancouver, BC, Canada              15.0           2.00
## 18658                          Menlo Park, CA               5.0           0.00
## 18659                             Redmond, WA              12.0           7.00
## 18660                            Portland, OR              10.0           0.00
## 18661                            New York, NY               2.0           0.00
## 18666                          Glen Allen, VA              19.0           0.00
## 18676                         Santa Clara, CA               7.0           1.00
## 18679                            Chandler, AZ               4.0           3.00
## 18682                          Menlo Park, CA              10.0           2.00
## 18683                              Folsom, CA              13.0          10.00
## 18684                            Bellevue, WA              15.0           1.00
## 18685                          Menlo Park, CA              24.0           0.00
## 18693                             Redmond, WA               0.0           0.00
## 18702                       San Francisco, CA               5.0           2.00
## 18703                       San Francisco, CA              10.0           5.00
## 18705                             Chicago, IL               6.0           1.00
## 18707                             Redmond, WA              12.0           1.00
## 18708                              Boston, MA               8.0           2.00
## 18713                          Menlo Park, CA               9.0           0.00
## 18714                           Cupertino, CA              10.0           5.00
## 18716                       San Francisco, CA               7.0           5.00
## 18719                           Palo Alto, CA              20.0           2.00
## 18729                       Mountain View, CA               6.0           0.00
## 18734                           Sunnyvale, CA               3.0           0.00
## 18742                    Bangalore, KA, India              20.0          20.00
## 18743                           Sunnyvale, CA               9.0           2.50
## 18746                           Cupertino, CA               7.0           5.00
## 18747                             Seattle, WA               4.0           0.00
## 18748              Amsterdam, NH, Netherlands               6.0           2.00
## 18756                           Sunnyvale, CA              10.0           8.50
## 18762                             Seattle, WA               1.0           0.00
## 18766                           Sunnyvale, CA               2.0           0.00
## 18767                             Seattle, WA              10.0           1.00
## 18768                           Sunnyvale, CA               5.0           3.00
## 18776                           Palo Alto, CA               3.0           1.00
## 18777                             Seattle, WA              14.0           7.00
## 18780                              Dallas, TX              10.0           0.00
## 18784                             Redmond, WA               2.0           1.00
## 18788                              Austin, TX               6.0           6.00
## 18791              Luxembourg, LU, Luxembourg               1.0           1.00
## 18792                           San Diego, CA               2.0           0.00
## 18798                            New York, NY              10.0           5.00
## 18800              London, EN, United Kingdom               6.0           0.00
## 18814                             Boulder, CO               6.0           0.00
## 18820                           Cupertino, CA              12.0          10.00
## 18821                         Santa Clara, CA               7.0           7.00
## 18823                       Mountain View, CA               3.0           1.00
## 18827                            New York, NY               2.0           2.00
## 18838                       San Francisco, CA               0.0           1.00
## 18840                       San Francisco, CA               3.0           3.00
## 18843                           Hillsboro, OR              13.0           4.00
## 18849                             Fremont, CA               2.0           2.00
## 18861                           San Mateo, CA               2.0           2.00
## 18865                              Natick, MA               0.0           0.00
## 18867                           Cupertino, CA               4.0           3.00
## 18869                           Sunnyvale, CA               2.0           2.00
## 18872                             Seattle, WA               3.0           3.00
## 18875                       San Francisco, CA               5.0           2.00
## 18876                           San Diego, CA              11.0          12.00
## 18878                             Seattle, WA               5.0           5.00
## 18880                             Atlanta, GA               6.0           3.00
## 18881                            New York, NY               7.0           0.00
## 18895                             Redmond, WA              25.0           3.00
## 18899                            New York, NY               2.0           1.00
## 18900                           San Diego, CA              12.0           1.00
## 18917                           Cupertino, CA               5.0           1.00
## 18928                             Seattle, WA              17.0           5.00
## 18929                     Berlin, BE, Germany               2.0           0.00
## 18935                        Redwood City, CA               6.0           4.00
## 18941                            New York, NY               8.0           1.00
## 18943                             Redmond, WA              10.0           7.00
## 18950                            Pasadena, CA               9.0           3.00
## 18952                              Dublin, CA               4.0           0.00
## 18956                        Ballston Spa, NY               8.0           8.00
## 18959                            Bellevue, WA               4.0           0.00
## 18961              Belo Horizonte, MG, Brazil               9.0           5.00
## 18962                            New York, NY              15.0           7.00
## 18967                          Pleasanton, CA               4.0           4.00
## 18968                             Redmond, WA               5.0           0.00
## 18970                             Seattle, WA              13.0           8.50
## 18971                       San Francisco, CA              13.0           0.00
## 18972                           Sunnyvale, CA               2.0           0.00
## 18973                           Sunnyvale, CA               2.0           1.00
## 18974                             Seattle, WA               3.0           0.00
## 18976                              Boston, MA               4.0           1.00
## 18981                       San Francisco, CA              12.0           8.00
## 18984                            New York, NY              12.0           7.00
## 18993                       San Francisco, CA              12.0           3.00
## 19000                           Palo Alto, CA               5.0           0.00
## 19003                            Bellevue, WA               7.0           6.00
## 19012                       San Francisco, CA               5.0           1.00
## 19015                             Seattle, WA              21.0          19.00
## 19016                            Bellevue, WA               5.0           5.00
## 19025                            Bellevue, WA               9.0           7.00
## 19026                       Mountain View, CA               3.0           1.00
## 19032                       Mountain View, CA               3.0           0.00
## 19033                       San Francisco, CA              10.0           1.00
## 19044                           Palo Alto, CA               1.0           1.00
## 19046                       San Francisco, CA              10.0           3.00
## 19051                              Boston, MA               6.0           3.00
## 19055                       San Francisco, CA               7.0           0.00
## 19057                           San Diego, CA               6.0           6.00
## 19059                         Santa Clara, CA              15.0           2.00
## 19069                             Redmond, WA               7.0           0.00
## 19075                            New York, NY               8.0           6.00
## 19079                       San Francisco, CA               7.0           2.00
## 19081              London, EN, United Kingdom               0.0           0.00
## 19090                           San Diego, CA               8.0           8.00
## 19093                            San Jose, CA               9.0           1.50
## 19097                           San Bruno, CA               1.0           1.00
## 19098                           Sunnyvale, CA              15.0           7.00
## 19099                          Pittsburgh, PA               2.0           2.00
## 19101                            New York, NY               6.0           1.00
## 19114                             Seattle, WA               7.0           0.00
## 19118                           Cupertino, CA               2.0           0.00
## 19121                       San Francisco, CA               3.0           1.00
## 19125                            San Jose, CA               1.0           1.00
## 19133                    Edmonton, AB, Canada               7.0           3.00
## 19135                         Santa Clara, CA               2.0           2.00
## 19136                             Seattle, WA              11.0          10.00
## 19140                            San Jose, CA               4.0           3.50
## 19144                             Seattle, WA               5.0           0.00
## 19151                             Atlanta, GA              20.0           2.00
## 19154                            San Jose, CA              10.0           6.00
## 19158                             Seattle, WA               9.0           0.00
## 19164                             Redmond, WA              10.0           3.00
## 19168                            New York, NY              15.0           1.00
## 19179                      Beijing, BJ, China               9.0           0.00
## 19186                             Seattle, WA              14.0           3.00
## 19190                    Bangalore, KA, India               8.0           4.00
## 19191              London, EN, United Kingdom              15.0           0.00
## 19193                             Seattle, WA               1.0           1.00
## 19194                            San Jose, CA               1.0           0.00
## 19203                           San Diego, CA               4.0           0.00
## 19204                             Redmond, WA               0.0           0.00
## 19206                             Seattle, WA               6.0           0.00
## 19212                             Seattle, WA               6.0           3.00
## 19215                       Mountain View, CA              15.0           1.50
## 19217                             Seattle, WA               7.0           0.00
## 19221                       San Francisco, CA               1.0           1.00
## 19222                             Seattle, WA               4.0           4.00
## 19229                           Cupertino, CA               0.0           0.00
## 19234                            New York, NY               3.0           3.00
## 19236                             Redmond, WA              10.0           2.00
## 19238                        Redwood City, CA               0.0           0.00
## 19242                             Seattle, WA              12.0           0.00
## 19246                             Seattle, WA               8.0           8.00
## 19247                             Seattle, WA               6.0           3.00
## 19252                            New York, NY               6.0           3.00
## 19253              Amsterdam, NH, Netherlands              10.0           1.00
## 19254                           Cupertino, CA               2.0           1.00
## 19261                           Sunnyvale, CA               8.0           0.00
## 19263                              Austin, TX               5.0           3.00
## 19274                           Cupertino, CA               5.0           2.00
## 19275                           Sunnyvale, CA               3.0           3.00
## 19277                            New York, NY               4.0           1.50
## 19282                           Cupertino, CA               2.0           2.00
## 19284                             Seattle, WA              10.0           2.00
## 19287                             Seattle, WA               4.0           4.00
## 19288                            Portland, OR              10.0          10.00
## 19291                       Mountain View, CA               3.0           3.00
## 19292                             Redmond, WA               7.0           2.00
## 19296                           Arlington, VA               3.0           0.00
## 19299              London, EN, United Kingdom              30.0          14.00
## 19300                            Portland, OR              20.0           9.00
## 19304                           Palo Alto, CA               6.0           1.20
## 19305                    Bengaluru, KA, India              11.0           7.00
## 19312                             Seattle, WA               8.0           3.00
## 19313                             Seattle, WA              10.0           4.00
## 19316                             Seattle, WA               7.0           0.00
## 19318                           Palo Alto, CA               6.0           0.00
## 19325                              Boston, MA               4.0           1.00
## 19331                             Seattle, WA               8.0           6.00
## 19334                          Menlo Park, CA               6.0           0.00
## 19340                        Noida, UP, India              16.0          10.00
## 19342                       San Francisco, CA               2.0           0.00
## 19345                             Atlanta, GA              10.0           3.00
## 19348                            Milpitas, CA               8.0           6.00
## 19350                           San Diego, CA               0.0           0.00
## 19351                 Zurich, ZH, Switzerland               1.0           1.00
## 19354                            New York, NY              10.0           0.00
## 19355              London, EN, United Kingdom              14.0           2.00
## 19356                             Seattle, WA               4.0           0.00
## 19362                             Redmond, WA               2.0           0.00
## 19371                          Menlo Park, CA               4.0           0.00
## 19374                    Lisbon, LI, Portugal               2.0           2.00
## 19375                         San Antonio, TX              10.0           5.00
## 19379                       San Francisco, CA               6.0           2.00
## 19384                       San Francisco, CA               4.0           0.00
## 19385                            San Jose, CA              10.0           5.00
## 19386                             Boulder, CO              20.0           1.00
## 19389                           Sunnyvale, CA               7.0           2.00
## 19393                        Florham Park, NJ               5.0           0.00
## 19396                             Fremont, CA               3.0           0.00
## 19404                             Seattle, WA               8.0           6.00
## 19407                     Sofia, SF, Bulgaria              19.0           2.00
## 19409                             Seattle, WA               7.0           3.00
## 19413                       San Francisco, CA              10.0           1.00
## 19417                         Santa Clara, CA               2.0           0.00
## 19423                             Seattle, WA               9.0           0.00
## 19424                          Menlo Park, CA               5.0           0.00
## 19434              Amsterdam, NH, Netherlands               5.0           0.00
## 19435                         Santa Clara, CA               2.0           0.00
## 19437                          Washington, DC               4.0           2.00
## 19439                            New York, NY               9.0           4.00
## 19443                    Bengaluru, KA, India               7.0           0.00
## 19444                          Washington, DC              26.0           1.00
## 19449                           Cambridge, MA               4.0           4.00
## 19454                              Boston, MA               7.0           2.00
## 19456                          Menlo Park, CA               4.0           0.00
## 19464                           Palo Alto, CA              12.0           1.00
## 19470                           Sunnyvale, CA              14.0           4.00
## 19474                              Boston, MA               3.0           3.00
## 19475                             Seattle, WA               0.0           0.00
## 19476                            Bellevue, WA               4.0           1.00
## 19478                           Sunnyvale, CA               6.0           1.00
## 19479                       San Francisco, CA               4.0           4.00
## 19485                       Mountain View, CA               0.0           0.00
## 19488                             Seattle, WA              10.0           2.00
## 19489                             Redmond, WA              12.0           1.00
## 19492                       San Francisco, CA               2.0           2.00
## 19494                         Santa Clara, CA              12.0           1.00
## 19498                           Palo Alto, CA               4.0           3.00
## 19503                           Cupertino, CA              15.0           2.00
## 19521                            New York, NY              14.0           0.00
## 19522                             Seattle, WA              20.0           4.00
## 19533                              Newark, NJ               1.0           1.00
## 19535                             Seattle, WA               4.0           4.00
## 19539                             Redmond, WA               3.0           3.00
## 19547                              Austin, TX               4.0           4.00
## 19549                           Sunnyvale, CA              10.0           1.00
## 19552                             Seattle, WA               0.0           0.00
## 19553                           San Diego, CA               8.0           8.00
## 19556                             Seattle, WA               5.0           5.00
## 19557                            San Jose, CA               7.0           7.00
## 19558                              Boston, MA               0.0           0.00
## 19560                            New York, NY               3.0           0.00
## 19561                             Phoenix, AZ               7.0           6.00
## 19562                           Cupertino, CA              14.0           0.00
## 19566                             Seattle, WA               9.0           6.00
## 19569                            Portland, OR              10.0          10.00
## 19570                   Vancouver, BC, Canada               3.0           0.00
## 19573                       San Francisco, CA               4.0           1.00
## 19577                            New York, NY               5.0           0.00
## 19579                           Cambridge, MA               1.0           1.00
## 19584                            San Jose, CA              18.0          13.00
## 19586                       San Francisco, CA               8.0           3.00
## 19588                           Palo Alto, CA              12.0           5.00
## 19589                       Mountain View, CA               9.0           1.00
## 19592                              Boston, MA               5.0           5.00
## 19606                      Chennai, TN, India              11.0           8.00
## 19611                             Seattle, WA               5.0           3.00
## 19612                       Mountain View, CA              10.0           5.00
## 19615                       San Francisco, CA               7.0           1.00
## 19618                           Cupertino, CA              11.0           4.00
## 19619                               Plano, TX               7.0           1.00
## 19621                            Bellevue, WA               2.0           0.00
## 19622                             Seattle, WA               2.0           0.00
## 19624                             Seattle, WA              20.0           2.00
## 19626                           Sunnyvale, CA               1.0           0.00
## 19634                            New York, NY               6.0           3.00
## 19638                     Dublin, DN, Ireland               4.0           0.50
## 19646                         Santa Clara, CA               6.0           6.00
## 19654                           Palo Alto, CA               2.0           2.00
## 19655                             Seattle, WA               5.0           1.00
## 19657                         Santa Clara, CA              10.0           4.00
## 19659                       San Francisco, CA               7.0           4.00
## 19663                           Sunnyvale, CA               6.0           6.00
## 19664                             Redmond, WA              20.0           0.00
## 19665                           Baltimore, MD              16.0           0.00
## 19667                           Baltimore, MD              16.0          16.00
## 19668                           San Diego, CA               2.0           2.00
## 19674                             Seattle, WA               9.0           8.00
## 19678                         Santa Clara, CA               7.0           7.00
## 19681                          Cincinnati, OH               5.0           5.00
## 19689                         Kansas City, MO               2.0           1.00
## 19690              London, EN, United Kingdom               6.0           0.00
## 19693                           Cupertino, CA               4.0           0.00
## 19694                            New York, NY               3.0           0.00
## 19701                             Seattle, WA              12.0           7.00
## 19710                       San Francisco, CA               8.0           3.50
## 19713                            New York, NY               4.0           1.00
## 19718                       San Francisco, CA               2.0           0.00
## 19723                       San Francisco, CA               8.0           0.00
## 19724                           Cupertino, CA               5.0           3.00
## 19726                           Daly City, CA              31.0          24.00
## 19728                       San Francisco, CA               7.0           0.00
## 19734                       San Francisco, CA               7.0           0.00
## 19738                              Natick, MA               4.0           2.00
## 19741                             Seattle, WA               5.0           2.00
## 19749                             Seattle, WA              15.0           0.00
## 19750                       San Francisco, CA               7.0           1.00
## 19752                          Huntsville, AL               5.0           3.00
## 19759                            New York, NY               2.0           0.00
## 19767                              Boston, MA               8.0           1.00
## 19774                       San Francisco, CA              15.0           2.00
## 19775                           Palo Alto, CA               8.0           4.50
## 19776                       San Francisco, CA               5.0           0.50
## 19777                             Seattle, WA               0.0           0.00
## 19779                       Mountain View, CA               3.0           0.00
## 19781                            San Jose, CA               5.0           1.00
## 19788                       San Francisco, CA               1.0           0.50
## 19789                       San Francisco, CA              10.0           4.00
## 19791                            San Jose, CA               7.0           5.00
## 19792                               Tempe, AZ               3.0           3.00
## 19793                     Dublin, DN, Ireland               9.0           1.00
## 19794                             Chicago, IL               3.0           1.00
## 19795                         Los Angeles, CA               4.0           1.00
## 19796                              Boston, MA               2.0           2.00
## 19798                            Secaucus, NJ               9.0           2.00
## 19799                            New York, NY               8.0           1.00
## 19804                             Seattle, WA              16.0           7.00
## 19807              London, EN, United Kingdom              10.0           4.00
## 19809                          Washington, DC              15.0           8.00
## 19820                             Seattle, WA               1.0           1.00
## 19826                           San Diego, CA               5.0           1.00
## 19829                            New York, NY              12.0           6.00
## 19830                    Bengaluru, KA, India              16.0          12.00
## 19839                            San Jose, CA              15.0           3.00
## 19840                       San Francisco, CA               9.0           2.00
## 19843                             Seattle, WA              10.0           0.00
## 19844                          Pittsburgh, PA              17.0           2.00
## 19849              London, EN, United Kingdom              12.0           0.00
## 19852                             Seattle, WA               3.0           3.00
## 19857                            San Jose, CA               4.0           2.00
## 19859                           Cambridge, MA              15.0           5.00
## 19860                             Seattle, WA               6.0           6.00
## 19861                    Bangalore, KA, India               8.0           4.00
## 19865                           Cupertino, CA               8.0           4.00
## 19869                       San Francisco, CA               9.0           1.00
## 19873                       San Francisco, CA               4.0           4.00
## 19874                       San Francisco, CA               4.0           4.00
## 19876                             Redmond, WA               1.0           0.00
## 19879                           Palo Alto, CA               8.0           2.00
## 19880                             Seattle, WA              10.0           3.50
## 19881                             Redmond, WA              14.0          14.00
## 19885                          Menlo Park, CA               4.0           0.00
## 19887                         Santa Clara, CA              10.0          10.00
## 19899                           San Mateo, CA              15.0           4.00
## 19901                            Bellevue, WA               9.0           4.20
## 19903                             Seattle, WA              18.0           3.00
## 19906                             Seattle, WA               1.0           1.00
## 19908                           Palo Alto, CA              10.0           4.00
## 19912                             Redmond, WA               3.0           3.00
## 19913                           Cupertino, CA              10.0           5.00
## 19917                       Mountain View, CA               2.0           2.00
## 19919                       San Francisco, CA              10.0           3.00
## 19922                       Mountain View, CA              14.0           1.80
## 19931                            San Jose, CA              20.0           8.00
## 19932                              Reston, VA              25.0           0.00
## 19938                             Seattle, WA               2.0           0.00
## 19943                             Seattle, WA               9.0           5.00
## 19944                             Redmond, WA               2.0           0.50
## 19946                             Seattle, WA               3.0           0.00
## 19948                           Sunnyvale, CA               8.0           4.00
## 19956                            New York, NY               5.0           5.00
## 19958                              Folsom, CA               2.0           1.00
## 19961                           Sunnyvale, CA               1.0           1.00
## 19967                             Phoenix, AZ               1.0           1.00
## 19970                       San Francisco, CA              20.0           5.00
## 19971                           San Diego, CA               5.0           2.00
## 19972                             Seattle, WA              11.0           3.00
## 19978                      Warsaw, MZ, Poland              10.0           9.00
## 19979                           San Diego, CA               4.0           2.00
## 19983                       Mountain View, CA               7.0           1.00
## 19985                              Austin, TX               0.0           0.00
## 19986                             Seattle, WA               1.0           1.00
## 19988                             Seattle, WA              10.0           4.00
## 19989                   Walldorf, BW, Germany               3.0           0.00
## 19997                            Bellevue, WA               6.0           6.00
## 20001                       San Francisco, CA              10.0           1.00
## 20003                             Fairfax, VA               1.0           1.00
## 20004                          Menlo Park, CA               8.0           0.00
## 20005                            Kirkland, WA              16.0           1.00
## 20010                             Redmond, WA              19.0           7.00
## 20015                       San Francisco, CA               2.0           1.00
## 20018                             Redmond, WA               2.0           2.00
## 20021                              Boston, MA               7.0           5.00
## 20024                             Atlanta, GA               4.0           0.00
## 20025                       San Francisco, CA              10.0           0.00
## 20037                         Bentonville, AR              11.0           5.00
## 20041                       San Francisco, CA               8.0           8.00
## 20043                Melbourne, VI, Australia               7.0           2.00
## 20045                    Bengaluru, KA, India               3.0           3.00
## 20050                           Palo Alto, CA              10.0           0.00
## 20051                              Folsom, CA              13.0          11.00
## 20054                            Bellevue, WA              20.0           3.00
## 20055                       San Francisco, CA               1.0           1.00
## 20060                     Berlin, BE, Germany               0.0           0.00
## 20062                              Denver, CO               5.0           5.00
## 20068                             Seattle, WA               3.0           3.00
## 20069                            San Jose, CA               3.0           1.00
## 20071                           San Diego, CA              12.0           5.00
## 20074                             Chicago, IL               5.0           1.00
## 20077                       San Francisco, CA              10.0           1.00
## 20082                            San Jose, CA               5.0           0.50
## 20089             Cape Town, WC, South Africa               8.0           4.00
## 20091                           San Diego, CA              20.0           5.00
## 20093                              Irvine, CA               7.0           0.00
## 20102                           Sunnyvale, CA              18.0           2.00
## 20104                           Hillsboro, OR              20.0          20.00
## 20105                          Emeryville, CA               4.0           3.00
## 20108                           Cupertino, CA              12.0           2.50
## 20113                            Bellevue, WA              15.0           2.50
## 20115                           Cambridge, MA               1.0           1.00
## 20116                            New York, NY               6.0           3.00
## 20119                           Sunnyvale, CA              15.0           5.00
## 20128                            Chandler, AZ               2.0           2.00
## 20131                      Gurgaon, HR, India               6.0           2.00
## 20132                           San Diego, CA              12.0           1.00
## 20134                    Hyderabad, TS, India              12.0           5.00
## 20136                           Palo Alto, CA              15.0           1.00
## 20140                           Cupertino, CA               3.0           2.00
## 20145                           Palo Alto, CA               8.0           4.00
## 20154                              Austin, TX               6.0           1.00
## 20158                            Bellevue, WA               1.0           0.00
## 20161                       San Francisco, CA               2.0           2.00
## 20166                       Mountain View, CA               0.0           0.00
## 20167                       Mountain View, CA               0.0           0.00
## 20171                          Menlo Park, CA              20.0           0.00
## 20173                       Mountain View, CA               7.0           4.00
## 20175                            New York, NY               5.0           3.00
## 20185                       San Francisco, CA               8.0           0.00
## 20193                          Washington, DC               2.0           0.00
## 20194                       San Francisco, CA               5.0           3.00
## 20198                         Los Angeles, CA               2.0           2.00
## 20203                             Seattle, WA              10.0           1.00
## 20212                             Atlanta, GA               0.0           0.00
## 20222                         Jersey City, NJ               4.0           4.00
## 20223                           Cupertino, CA              15.0           1.00
## 20224                       San Francisco, CA              10.0           3.00
## 20229                 Geneva, GE, Switzerland              12.0           3.00
## 20233                   San Juan Bautista, CA              16.0           6.00
## 20234                   San Juan Bautista, CA              16.0           6.00
## 20236                         Marlborough, MA               0.0           0.00
## 20240                               Plano, TX              11.0           8.00
## 20243                             Seattle, WA               9.0           4.00
## 20245                          Menlo Park, CA               7.0           0.00
## 20252                            San Jose, CA               7.0           4.00
## 20253                             Seattle, WA               8.0           7.00
## 20254                             Needham, MA              14.0           8.00
## 20256                              Boston, MA              15.0           2.00
## 20262                            Bellevue, WA              30.0           5.00
## 20267                           Sunnyvale, CA              19.0           3.00
## 20273                              Dallas, TX               5.0           3.00
## 20274                             Redmond, WA               4.0           2.00
## 20276                             Seattle, WA               9.0           4.00
## 20278                          Pleasanton, CA              18.0           6.00
## 20281                             Seattle, WA              14.0          10.00
## 20287                       San Francisco, CA               9.0           2.00
## 20290                    Hyderabad, TS, India               9.0           3.00
## 20302                       Mountain View, CA              13.0           0.00
## 20310                        Philadelphia, PA               8.0           5.00
## 20313                         Jersey City, NJ               0.0           0.00
## 20318                           Cupertino, CA               9.0           4.00
## 20321                            New York, NY               6.0           0.00
## 20324                           San Diego, CA               1.0           1.00
## 20329                           Sunnyvale, CA              15.0           2.00
## 20332                       San Francisco, CA               4.0           2.00
## 20339                       San Francisco, CA               2.0           0.00
## 20340                       San Francisco, CA               2.0           0.00
## 20349                            New York, NY               1.0           1.00
## 20351                             Seattle, WA               0.0           0.00
## 20353              London, EN, United Kingdom               2.0           2.00
## 20354                       San Francisco, CA              10.0           0.00
## 20358                       San Francisco, CA               2.0           2.00
## 20360                          Burlington, MA               7.0           3.00
## 20364                    Bangalore, KA, India              15.0           1.00
## 20365                        Cedar Rapids, IA               8.0           5.00
## 20366                            New York, NY               1.0           1.00
## 20372                         Santa Clara, CA              10.0           4.00
## 20375                       San Francisco, CA              16.0           1.00
## 20380                    Hyderabad, TS, India              12.0           0.00
## 20382                            Bellevue, WA              11.0          10.00
## 20388                              Boston, MA               1.0           1.00
## 20389                       San Francisco, CA               6.0           1.00
## 20392                           Hillsboro, OR               1.0           1.00
## 20397                         Santa Clara, CA               8.0           8.00
## 20410              London, EN, United Kingdom              12.0           0.00
## 20418                            New York, NY               2.0           2.00
## 20420                             Seattle, WA               0.0           0.00
## 20422                       San Francisco, CA              10.0           1.50
## 20440                             Redmond, WA               1.0           0.00
## 20443                           San Diego, CA               7.0           4.00
## 20447                              Austin, TX               0.0           0.00
## 20451                        Santa Monica, CA               2.0           2.00
## 20452                           Hillsboro, OR               0.0           0.00
## 20463                           Sunnyvale, CA              11.0           5.00
## 20466                         Santa Clara, CA               3.0           2.00
## 20470                         Foster City, CA               3.0           2.00
## 20477                   Bangkok, BM, Thailand              10.0           4.00
## 20482                             Redmond, WA               6.0           1.00
## 20484                             Seattle, WA              10.0           2.00
## 20485                            Richmond, VA               4.0           1.00
## 20490                           Arlington, VA               4.0           0.00
## 20491                            San Jose, CA              14.0           3.00
## 20493                        Redwood City, CA              20.0           2.00
## 20495                           Palo Alto, CA               7.0           4.50
## 20497                       San Francisco, CA              10.0           1.00
## 20512                             Seattle, WA               2.0           0.00
## 20513                             Seattle, WA               2.0           0.00
## 20514                           Palo Alto, CA               8.0           4.00
## 20515                          Menlo Park, CA              10.0           0.00
## 20520                          Washington, DC               5.0           1.00
## 20521                           Palo Alto, CA              12.0           6.00
## 20527                          Pleasanton, CA               5.0           1.00
## 20530                             Redmond, WA               3.0           0.00
## 20531                         Santa Clara, CA              15.0           5.00
## 20536                         Jersey City, NJ              14.0           6.00
## 20539                             Seattle, WA               4.0           4.00
## 20542                          Naperville, IL               0.0           0.00
## 20543                             Redmond, WA              10.0          10.00
## 20545                             Chicago, IL               8.0           2.00
## 20548                            San Jose, CA               3.0           3.00
## 20552                           Sunnyvale, CA              10.0          10.00
## 20553                     Toronto, ON, Canada               3.0           3.00
## 20570                          Menlo Park, CA              20.0           0.00
## 20576                            New York, NY               3.0           0.00
## 20584                             Seattle, WA               2.0           1.00
## 20587                     Hangzhou, ZJ, China               9.0           6.00
## 20592                       San Francisco, CA               4.0           1.00
## 20593                             Seattle, WA               9.0           3.00
## 20596                      Warsaw, MZ, Poland              10.0           2.00
## 20597                    Bangalore, KA, India              19.0           3.00
## 20598                      Gdansk, PM, Poland              17.0           7.00
## 20602                             Seattle, WA               7.0           7.00
## 20608                           Sunnyvale, CA               8.0           2.00
## 20611                             Seattle, WA              12.0           3.00
## 20613                          Washington, DC              15.0           0.00
## 20615                             Seattle, WA               0.0           0.00
## 20616                           Southlake, TX               1.0           1.00
## 20617                             Atlanta, GA               6.0           3.00
## 20619                          Menlo Park, CA              25.0           5.00
## 20624                             Fremont, CA              15.0           1.00
## 20626                            New York, NY               2.0           2.00
## 20629                            New York, NY               5.0           2.00
## 20630                         Los Angeles, CA               8.0           6.00
## 20633                            New York, NY               7.0           3.00
## 20634                            New York, NY               3.0           1.00
## 20636                             Seattle, WA               2.0           0.00
## 20639                       San Francisco, CA               3.0           1.00
## 20641                               Tampa, FL               6.0           3.00
## 20647                             Redmond, WA               6.0           1.00
## 20649                          Menlo Park, CA               2.0           1.00
## 20653                             Redmond, WA              22.0           3.00
## 20655                   Vancouver, BC, Canada              15.0           1.00
## 20663                     Dublin, DN, Ireland              14.0           2.00
## 20664                           Cambridge, MA               6.0           3.00
## 20670                             Seattle, WA               5.0           5.00
## 20671                             Seattle, WA               7.0           4.00
## 20679                           Sunnyvale, CA               3.0           3.00
## 20680                           Los Gatos, CA               9.0           1.00
## 20685                             Seattle, WA              12.0           8.00
## 20691                       Mountain View, CA              10.0           4.00
## 20695                       Mountain View, CA              24.0           5.00
## 20707                              Boston, MA               5.0           1.00
## 20712                           Cupertino, CA              10.0           4.00
## 20715                            Bellevue, WA               4.0           2.00
## 20719                       Mountain View, CA               5.0           0.00
## 20721                       Mountain View, CA               1.0           0.00
## 20727                             Seattle, WA               9.0           3.00
## 20728                            New York, NY              10.0           2.00
## 20735                            San Jose, CA              17.0           7.00
## 20738                             Seattle, WA              12.0          10.00
## 20742                            New York, NY               2.0           2.00
## 20743                     Dublin, DN, Ireland              12.0           0.00
## 20748                         Los Angeles, CA               3.0           0.00
## 20749                            New York, NY               3.0           1.00
## 20753                           Palo Alto, CA               2.0           0.00
## 20758                             Seattle, WA               8.0           6.00
## 20761                  Jakarta, JK, Indonesia               8.0           2.00
## 20763                          Menlo Park, CA               8.0           0.00
## 20769                              Boston, MA              20.0           2.00
## 20773                        Redwood City, CA               5.0           0.00
## 20775                          Menlo Park, CA               5.0           3.00
## 20777                         Santa Clara, CA               2.0           0.00
## 20782                       San Francisco, CA              12.0           1.00
## 20786                             Seattle, WA               8.0           4.00
## 20787                           Sunnyvale, CA               5.0           5.00
## 20792                             Seattle, WA              12.0           6.00
## 20794                            New York, NY              20.0           7.00
## 20796                             Redmond, WA               6.0           5.00
## 20797                              Austin, TX              22.0          10.00
## 20799                             Houston, TX               8.0           1.00
## 20805                              Irvine, CA               2.0           0.00
## 20815                             Seattle, WA               1.0           1.00
## 20821                      Beijing, BJ, China               3.0           0.00
## 20825                     Hangzhou, ZJ, China               5.0           3.00
## 20827                       Mountain View, CA               3.0           3.00
## 20828                           Cambridge, MA               3.0           3.00
## 20830                       Paris, IL, France               7.0           1.00
## 20838                 Zurich, ZH, Switzerland              11.0           0.00
## 20842                            San Jose, CA              16.0           7.00
## 20848                           Cupertino, CA               6.0           1.00
## 20852                             Phoenix, AZ              15.0           4.00
## 20853                           Sunnyvale, CA               5.0           3.00
## 20857                           Cambridge, MA               1.0           1.00
## 20860                           Sunnyvale, CA              15.0          12.00
## 20863                         Santa Clara, CA               2.0           1.00
## 20875                         Santa Clara, CA               5.0           5.00
## 20877                           Hillsboro, OR               4.0           4.00
## 20892                              Boston, MA               0.0           0.00
## 20897                          Menlo Park, CA               3.0           3.00
## 20899                            Westford, MA               8.0           5.00
## 20904                              Austin, TX               4.0           2.00
## 20907                             Seattle, WA              13.0           7.00
## 20908                       San Francisco, CA              10.0           2.00
## 20909                             Redmond, WA               6.0           1.00
## 20912                             Seattle, WA              15.0           3.00
## 20914                            Portland, OR              20.0           2.00
## 20921                       San Francisco, CA               3.0           0.00
## 20924                             Seattle, WA              10.0           7.00
## 20928                       San Francisco, CA              10.0           3.00
## 20930                           San Ramon, CA               4.0           1.00
## 20933                             Redmond, WA               1.0           1.00
## 20936                       Mountain View, CA               1.0           1.00
## 20937                             Seattle, WA              15.0           0.00
## 20940              Amsterdam, NH, Netherlands              10.0           2.00
## 20942                         Santa Clara, CA               0.0           0.00
## 20944                             Atlanta, GA               5.0           0.00
## 20951                              Dallas, TX              12.0           6.00
## 20954                          Menlo Park, CA              17.0           3.00
## 20955                             Chicago, IL              15.0           1.00
## 20957                             Seattle, WA              17.0           1.00
## 20959                       Mountain View, CA               3.0           0.00
## 20960                       San Francisco, CA               6.0           0.00
## 20964                             Atlanta, GA               3.0           0.00
## 20965                             Seattle, WA              11.0           3.00
## 20966                             Seattle, WA              16.0           3.00
## 20970                       San Francisco, CA              15.0           2.00
## 20977                          Pittsburgh, PA              17.0           1.00
## 20986                             Redmond, WA               4.0           1.00
## 20988                              Austin, TX              14.0           0.00
## 20991                Singapore, SG, Singapore              15.0           3.00
## 21000                          Menlo Park, CA               4.0           4.00
## 21005                     Shanghai, SH, China               3.0           0.00
## 21006                         Minneapolis, MN              10.0           5.00
## 21012                Singapore, SG, Singapore               0.0           0.00
## 21014                          Menlo Park, CA               5.0           1.00
## 21019                       Kiev, KC, Ukraine              31.0           1.00
## 21028                           Sunnyvale, CA               2.0           2.00
## 21039                   Vancouver, BC, Canada               1.0           0.00
## 21040                         San Antonio, TX               3.0           0.00
## 21041                             Seattle, WA               2.0           0.00
## 21044                           Cupertino, CA              12.0           3.00
## 21048                             Seattle, WA              12.0           6.00
## 21050                             Seattle, WA               4.0           2.00
## 21051                             Chicago, IL               3.0           1.00
## 21054                       San Francisco, CA               3.0           2.00
## 21056                           Palo Alto, CA               7.0           2.00
## 21058                        Redwood City, CA               6.0           0.00
## 21066              London, EN, United Kingdom               3.0           0.00
## 21069                       San Francisco, CA               5.0           5.00
## 21074                             Seattle, WA              15.0           1.00
## 21076                             Seattle, WA               7.0           3.00
## 21079                           Hillsboro, OR               7.0           7.00
## 21080                            San Jose, CA               7.0           0.00
## 21082                           San Bruno, CA              10.0           0.00
## 21085                         Santa Clara, CA              10.0           7.00
## 21090                             Herndon, VA               0.0           0.00
## 21093                             Redmond, WA              17.0          15.00
## 21101                         Minneapolis, MN               7.0           1.00
## 21106                             Redmond, WA               5.0           2.00
## 21109                           Cambridge, MA               2.0           2.00
## 21110                       Mountain View, CA              20.0          11.00
## 21111                              Austin, TX              14.0           2.00
## 21114                              Irvine, CA               2.0           2.00
## 21116                       San Francisco, CA               8.0           2.00
## 21127                           Sunnyvale, CA              15.0           2.00
## 21128                           San Diego, CA               4.0           3.00
## 21129                             Seattle, WA              10.0           3.00
## 21130                            New York, NY               3.0           3.00
## 21133                             Redmond, WA               4.0           2.00
## 21136                   Vancouver, BC, Canada               7.0           0.00
## 21139                             Seattle, WA              10.0           0.00
## 21144                         Santa Clara, CA               0.0           0.00
## 21146                       San Francisco, CA              15.0           2.00
## 21147                             Atlanta, GA               0.0           0.00
## 21148                         Jersey City, NJ               2.0           0.00
## 21149                             Redmond, WA               3.0           0.00
## 21150                           Sunnyvale, CA               3.0           0.00
## 21155                   Budapest, BU, Hungary               3.0           1.00
## 21157                       San Francisco, CA              10.0           1.00
## 21161                          Washington, DC               1.0           1.00
## 21166            Saint Petersburg, SP, Russia               3.0           1.00
## 21167                             Seattle, WA               4.0           4.00
## 21176                             Seattle, WA               4.0           0.00
## 21178                             Seattle, WA               2.0           2.00
## 21181                            New York, NY              10.0           0.00
## 21182                    Montreal, QC, Canada               5.0           1.00
## 21186                             Seattle, WA               3.0           3.00
## 21192                           Arlington, VA              12.0           7.00
## 21195                             Seattle, WA               4.0           4.00
## 21197                           Charlotte, NC               5.0           4.00
## 21198                           San Diego, CA               3.0           3.00
## 21199                          Menlo Park, CA               6.0           1.00
## 21201                             Redmond, WA              12.0           5.00
## 21203                       San Francisco, CA               4.0           0.00
## 21205                             Seattle, WA               0.0           0.00
## 21208                       Mountain View, CA               3.0           3.00
## 21210                            Chandler, AZ               9.0           9.00
## 21215                          Menlo Park, CA               5.0           1.00
## 21219         Dubai, DU, United Arab Emirates               2.0           2.00
## 21221                             Redmond, WA              11.0          10.00
## 21222                       Mountain View, CA               0.0           0.00
## 21229                       San Francisco, CA              18.0           4.00
## 21230                            New York, NY              11.0           3.00
## 21242                         Santa Clara, CA               4.0           3.00
## 21247                            San Jose, CA              12.0           2.00
## 21248                             Redmond, WA               5.0           5.00
## 21250                          Menlo Park, CA               3.0           3.00
## 21253                       San Francisco, CA               0.0           0.00
## 21255                     Berlin, BE, Germany               8.0           2.00
## 21256                         Santa Clara, CA               4.0           4.00
## 21258                        Santa Monica, CA               0.0           0.00
## 21274                        Redwood City, CA              12.0          12.00
## 21277                         Minneapolis, MN               9.0           1.00
## 21281                           Sunnyvale, CA              14.0           5.00
## 21293                            New York, NY               5.0           2.00
## 21303                           Cupertino, CA               6.0           6.00
## 21307                        Redwood City, CA              20.0           2.00
## 21309                           Sunnyvale, CA               6.0           6.00
## 21311                     Shenzhen, GD, China               1.0           1.00
## 21313                         Los Angeles, CA              13.0           8.00
## 21329                             Redmond, WA               8.0           2.00
## 21332                             Seattle, WA               2.0           2.00
## 21334                             Seattle, WA               3.0           1.00
## 21337                             Seattle, WA               2.0           1.00
## 21338                             Seattle, WA               3.0           0.00
## 21340                     Toronto, ON, Canada               5.0           5.00
## 21341                         Los Angeles, CA               6.0           0.00
## 21342                           Cambridge, MA               4.0           4.00
## 21343                             Redmond, WA               7.0           4.00
## 21351                              Boston, MA              16.0           9.00
## 21352                       San Francisco, CA               4.0           3.00
## 21354                             Redmond, WA              15.0           5.00
## 21355                         Santa Clara, CA              10.0           1.00
## 21361                          Menlo Park, CA               4.0           0.00
## 21368                            San Jose, CA               6.0           6.00
## 21372                           Cupertino, CA               6.0           0.00
## 21381                         Santa Clara, CA               0.0           0.00
## 21400                         Santa Clara, CA               5.0           3.00
## 21407                           San Diego, CA               2.0           2.00
## 21411                           Hillsboro, OR               4.0           4.00
## 21415                   Nurnberg, BY, Germany              15.0           3.00
## 21418                 Zurich, ZH, Switzerland               4.0           3.00
## 21423                           Sunnyvale, CA              14.0           5.00
## 21429                              Irvine, CA               7.0           1.00
## 21430                             Seattle, WA               9.0           5.00
## 21435                     Berlin, BE, Germany              15.0           4.00
## 21436                       San Francisco, CA              14.0          14.00
## 21439              Amsterdam, NH, Netherlands              12.0           2.00
## 21451                           Sunnyvale, CA               4.0           0.00
## 21452                       San Francisco, CA               4.0           3.00
## 21468                             Seattle, WA              14.0           5.00
## 21471                             Seattle, WA               8.0           2.00
## 21473                         Santa Clara, CA               4.0           4.00
## 21476                             Seattle, WA               7.0           4.00
## 21484                         Santa Clara, CA               7.0           2.00
## 21486                         Santa Clara, CA               2.0           2.00
## 21496                              Dallas, TX               5.0           1.00
## 21498                      Salt Lake City, UT               1.0           0.00
## 21506                       San Francisco, CA              11.0           1.00
## 21509                     Berlin, BE, Germany               4.0           4.00
## 21516                          Washington, DC               7.0           1.00
## 21522                       San Francisco, CA               8.0           4.00
## 21538                       San Francisco, CA               4.0           1.00
## 21543                             Redmond, WA               9.0           2.00
## 21552                           San Mateo, CA              15.0           1.00
## 21565                            New York, NY               7.0           2.00
## 21575              London, EN, United Kingdom              10.0           0.00
## 21582                              Reston, VA               8.0           1.00
## 21583                             Seattle, WA               4.0           4.00
## 21587                             Seattle, WA               9.0           5.00
## 21590                              Boston, MA              15.0           3.00
## 21591                         Santa Clara, CA               3.0           3.00
## 21593                          Washington, DC              15.0           8.00
## 21598                          Menlo Park, CA               5.0           0.00
## 21600                           Sunnyvale, CA               3.0           1.00
## 21602                             Redmond, WA               2.0           2.00
## 21604                              Austin, TX               6.0           5.00
## 21613                            San Jose, CA               3.0           3.00
## 21616                             Houston, TX               5.0           5.00
## 21621                       Mountain View, CA               5.0           2.00
## 21622                        Philadelphia, PA              10.0          10.00
## 21625                         Santa Clara, CA              11.0          11.00
## 21626                       San Francisco, CA               2.0           2.00
## 21629                       San Francisco, CA              10.0           0.00
## 21632                           Sunnyvale, CA               5.0           2.00
## 21636                       San Francisco, CA               5.0           3.00
## 21637                             Seattle, WA              13.0           0.00
## 21638                             Redmond, WA               3.0           3.00
## 21640                          Menlo Park, CA               7.0           2.00
## 21641                        Tokyo, TY, Japan               2.0           0.00
## 21644                             Chicago, IL              12.0           5.00
## 21645                             Seattle, WA               1.0           0.00
## 21646                             Atlanta, GA               4.0           1.00
## 21647                             Seattle, WA               2.0           2.00
## 21661                   Limerick, LK, Ireland               4.0           2.00
## 21664                 Zurich, ZH, Switzerland               4.0           4.00
## 21665                             Seattle, WA              18.0           0.00
## 21670                       San Francisco, CA               3.0           0.00
## 21671                            New York, NY              10.0           4.00
## 21677                             Redmond, WA              12.0           7.00
## 21679                         Foster City, CA               7.0           3.00
## 21696                             Seattle, WA               3.0           2.00
## 21703                            New York, NY               4.0           0.00
## 21705                          Menlo Park, CA              16.0           3.00
## 21713                           Sunnyvale, CA               4.0           4.00
## 21715                            Columbia, MD              15.0           3.00
## 21716                       San Francisco, CA               6.0           1.00
## 21723                          Burlington, MA              20.0           2.00
## 21726                             Needham, MA              10.0           5.00
## 21728                            San Jose, CA              11.0           3.00
## 21729                              Dallas, TX               6.0           1.00
## 21730                           Sunnyvale, CA              10.0           0.00
## 21733                             Houston, TX              15.0           8.00
## 21736                             Redmond, WA               2.0           0.00
## 21739                             Houston, TX              15.0          15.00
## 21741                             Redmond, WA              16.0           8.00
## 21748                             Seattle, WA               2.0           2.00
## 21751                             Seattle, WA              15.0           1.00
## 21754                           Palo Alto, CA               5.0           3.00
## 21756                           Palo Alto, CA              10.0           7.00
## 21759                             Seattle, WA              10.0           1.00
## 21764                           Sunnyvale, CA               5.0           3.00
## 21771                            San Jose, CA               0.0           0.00
## 21773                       San Francisco, CA               4.0           0.00
## 21776                            Milpitas, CA               3.0           3.00
## 21778                       San Francisco, CA              16.0           1.00
## 21785                       San Francisco, CA              15.0           0.00
## 21788                              Austin, TX               5.0           5.00
## 21808                Singapore, SG, Singapore               1.0           1.00
## 21815                             Seattle, WA               8.0           4.00
## 21822              London, EN, United Kingdom               5.0           0.00
## 21823                    Bangalore, KA, India               8.0           1.00
## 21826                             Seattle, WA               4.0           3.00
## 21833                       San Francisco, CA               5.0           1.00
## 21844                       Madrid, MD, Spain              23.0           6.00
## 21848                          Menlo Park, CA              14.0           0.00
## 21850           Edinburgh, SC, United Kingdom               1.0           0.00
## 21851                            San Jose, CA               3.0           1.00
## 21855                             Seattle, WA               7.0           2.00
## 21856                       San Francisco, CA               6.0           0.00
## 21860                             Redmond, WA               1.0           1.00
## 21861                            San Jose, CA               5.0           2.00
## 21871                    Tel Aviv, TA, Israel              20.0          12.00
## 21873              Prague, PR, Czech Republic               7.0           1.00
## 21874                             Needham, MA               6.0           2.00
## 21890                               Miami, FL               6.0           1.00
## 21892                        Redwood City, CA               2.0           2.00
## 21897                             Seattle, WA               0.0           0.00
## 21898                         Santa Clara, CA               9.0           2.00
## 21900                          Washington, DC              13.0           3.00
## 21902                         Los Angeles, CA               4.0           2.00
## 21904                          Washington, DC              25.0           2.00
## 21914                           Sunnyvale, CA              10.0           1.00
## 21915                       Mountain View, CA               7.0           2.00
## 21922                             Seattle, WA               5.0           1.00
## 21934                       San Francisco, CA              10.0           8.00
## 21938                          Reidsville, NC               0.0           0.00
## 21939                       Mountain View, CA               3.0           0.00
## 21940                           Palo Alto, CA               1.0           0.00
## 21943                             Redmond, WA               1.0           1.00
## 21944                 Seoul, KG, Korea, South              19.0          19.00
## 21950                        Redwood City, CA               3.0           1.00
## 21951                            Kirkland, WA               2.0           1.00
## 21955                       San Francisco, CA               4.0           4.00
## 21959                    Bangalore, KA, India               5.0           4.00
## 21964                              Tucson, AZ               3.0           1.00
## 21969                 Zurich, ZH, Switzerland               0.0           0.00
## 21976                            Portland, OR              22.0          22.00
## 21978                           San Mateo, CA               5.0           1.00
## 21987                             Seattle, WA              11.0           2.00
## 21988                 Zurich, ZH, Switzerland               4.0           0.00
## 21990                           Hillsboro, OR               2.0           2.00
## 21994                           Sunnyvale, CA               7.0           7.00
## 21995                           Sunnyvale, CA              20.0           0.00
## 21998                            New York, NY              12.0           3.00
## 21999                         Kansas City, MO               8.0           3.00
## 22003                       San Francisco, CA              12.0           7.00
## 22004                       San Francisco, CA               3.0           0.00
## 22007                           Sunnyvale, CA               4.0           2.00
## 22008                            Bellevue, WA              14.0           3.00
## 22011                             Redmond, WA              18.0           9.00
## 22014                             Seattle, WA               1.0           0.00
## 22022                             Seattle, WA               0.0           0.00
## 22027                           Palo Alto, CA               5.0           3.00
## 22031                           San Diego, CA              10.0           4.00
## 22035                           Sunnyvale, CA               3.0           3.00
## 22047                        Santa Monica, CA               4.0           2.00
## 22048                     Toronto, ON, Canada              13.0           2.00
## 22050                      Moscow, MC, Russia               9.0           4.00
## 22052                             Seattle, WA               8.0           3.00
## 22054                       San Francisco, CA               5.0           1.00
## 22057                          Menlo Park, CA               7.0           0.00
## 22059                       Mountain View, CA               2.0           2.00
## 22061                            New York, NY               3.0           3.00
## 22062                            New York, NY               6.0           0.00
## 22065                             Seattle, WA              13.0           0.00
## 22068                       San Francisco, CA               6.0           2.00
## 22071                             Madison, WI               6.0           1.00
## 22089                       San Francisco, CA               3.0           3.00
## 22104              Amsterdam, NH, Netherlands               5.0           2.00
## 22106                       San Francisco, CA              18.0           2.00
## 22108                             Seattle, WA               7.0           4.00
## 22109                         Los Angeles, CA              11.0           6.00
## 22110                           Palo Alto, CA               9.0           7.00
## 22116                         Santa Clara, CA               0.0           0.00
## 22118                            San Jose, CA              10.0           5.00
## 22119                    Hyderabad, AP, India              14.0           3.00
## 22121                          Menlo Park, CA               6.0           0.00
## 22123                          Pittsburgh, PA               8.0           2.00
## 22124                              Newark, CA              10.0           5.00
## 22125                     California City, CA               7.0           2.00
## 22126                       San Francisco, CA               7.0           2.00
## 22131                             Houston, TX              13.0          13.00
## 22133                            Richmond, VA               2.0           2.00
## 22134                             Detroit, MI               2.0           2.00
## 22142                Melbourne, VI, Australia               3.0           2.00
## 22143                 Fredericton, NB, Canada               7.0           5.00
## 22144                             Raleigh, NC               9.0           1.00
## 22149                       Mountain View, CA              12.0           1.00
## 22151                             Seattle, WA              25.0           5.00
## 22152                            New York, NY              13.0           1.00
## 22154                            Portland, OR               0.0           0.00
## 22155                       San Francisco, CA               5.0           5.00
## 22156                           Sunnyvale, CA               3.0           1.00
## 22160                              Reston, VA               3.0           0.00
## 22161                           Cupertino, CA               9.0           2.00
## 22162                       San Francisco, CA               1.0           1.00
## 22166                   Herzliyya, TA, Israel              10.0           0.00
## 22167                       Mountain View, CA              10.0           2.00
## 22170                             Seattle, WA               6.0           3.00
## 22172                             Atlanta, GA               2.0           0.00
## 22175                           Cupertino, CA               2.0           2.00
## 22177                            Bellevue, WA               2.0           2.00
## 22178                       Mountain View, CA               6.0           0.00
## 22179                              Austin, TX               3.0           3.00
## 22180                             Seattle, WA               3.0           3.00
## 22183                       San Francisco, CA               5.0           3.00
## 22188                             Seattle, WA              15.0           3.00
## 22193                             Seattle, WA               5.0           1.00
## 22194                            San Jose, CA              20.0          20.00
## 22199                      Moscow, MC, Russia              15.0           2.00
## 22207                             Seattle, WA               2.0           0.00
## 22211                        Redwood City, CA               1.0           0.00
## 22213                            Bellevue, WA              10.0           0.00
## 22218                 Zurich, ZH, Switzerland               7.0           2.00
## 22220                           Arlington, VA               2.0           1.00
## 22223                             Chicago, IL               3.0           3.00
## 22224                         Santa Clara, CA               1.0           0.00
## 22225                           Sunnyvale, CA               6.0           1.00
## 22226                             Seattle, WA               1.0           1.00
## 22235                             Redmond, WA               2.0           0.00
## 22244                       San Francisco, CA               1.0           1.00
## 22246                           Sunnyvale, CA              25.0           2.00
## 22250                       San Francisco, CA              10.0           2.00
## 22251                            San Jose, CA              10.0           3.00
## 22255                              Irving, TX              15.0           0.00
## 22261                   Sao Paulo, SP, Brazil               9.0           4.00
## 22263                            San Jose, CA              12.0           0.00
## 22264                         Santa Clara, CA               7.0           2.00
## 22265                             Seattle, WA               0.0           0.00
## 22273                             Seattle, WA               9.0           3.00
## 22279                             Boulder, CO              20.0           3.00
## 22286                           Sunnyvale, CA               2.0           2.00
## 22289                             Seattle, WA              25.0          17.00
## 22291                             Redmond, WA               1.0           0.00
## 22294                           Sunnyvale, CA               1.0           0.00
## 22300                             Seattle, WA               4.0           4.00
## 22305                       San Francisco, CA               7.0           1.00
## 22306                             Seattle, WA               5.0           3.00
## 22307                       San Francisco, CA               4.0           4.00
## 22317                             Seattle, WA               5.0           0.00
## 22326                             Seattle, WA              17.0           0.00
## 22329                           Palo Alto, CA               0.0           0.00
## 22331                    Hyderabad, TS, India              14.0           1.00
## 22334                       Mountain View, CA               7.0           0.00
## 22335                            New York, NY               0.0           0.00
## 22340                              Irvine, CA              12.0           4.00
## 22345                             Atlanta, GA               6.0           4.00
## 22347                             Seattle, WA               7.0           3.00
## 22348                           Sunnyvale, CA               0.0           0.00
## 22352                       San Francisco, CA               5.0           0.00
## 22353                           Arlington, VA              22.0           7.00
## 22360                         Santa Clara, CA              10.0          10.00
## 22361                          Menlo Park, CA               5.0           5.00
## 22362                             Seattle, WA              21.0          21.00
## 22364                            San Jose, CA               4.0           1.00
## 22366                             Seattle, WA               8.0           0.00
## 22368                           Cupertino, CA               8.0           4.00
## 22370                         Santa Clara, CA              10.0           6.00
## 22374                       Mumbai, MH, India               3.0           0.00
## 22379                            New York, NY               2.0           2.00
## 22383                            New York, NY               0.0           0.00
## 22386                       Mountain View, CA               7.0           7.00
## 22390                            San Jose, CA              10.0          10.00
## 22391                           Sunnyvale, CA               1.0           1.00
## 22393                              Folsom, CA               3.0           1.00
## 22395                             Seattle, WA              14.0           2.00
## 22396                             Redmond, WA               1.0           1.00
## 22399                            Kirkland, WA               4.0           0.00
## 22404                             Seattle, WA              12.0           2.00
## 22406                             Orlando, FL               6.0           3.00
## 22407                           Ann Arbor, MI              23.0          14.00
## 22410                             Seattle, WA               1.0           1.00
## 22417                       San Francisco, CA              10.0           0.00
## 22418                            New York, NY               9.0           0.00
## 22420                            New York, NY               2.0           0.00
## 22422                             Seattle, WA               4.0           0.00
## 22428                          Menlo Park, CA               3.0           0.00
## 22430                            San Jose, CA               4.0           2.00
## 22432                            San Jose, CA              13.0           7.00
## 22433                           Sunnyvale, CA               2.0           1.00
## 22438                            San Jose, CA              15.0           1.00
## 22444                              Austin, TX              25.0           1.00
## 22445                         Santa Clara, CA              12.0           0.00
## 22447                             Seattle, WA              12.0           5.00
## 22450                        Philadelphia, PA              13.0          13.00
## 22452                           Sunnyvale, CA               3.0           0.00
## 22453                 Zurich, ZH, Switzerland              19.0           8.00
## 22464                             Seattle, WA               3.0           0.00
## 22467                             Seattle, WA               0.0           0.00
## 22470                             Seattle, WA               3.0           0.00
## 22473                           Cupertino, CA               5.0           3.00
## 22474                             Seattle, WA              30.0          18.00
## 22476                          Menlo Park, CA               5.0           5.00
## 22478                             Redmond, WA              11.0          11.00
## 22485                             Seattle, WA               4.0           0.00
## 22486                            San Jose, CA              12.0          12.00
## 22487                       San Francisco, CA              15.0           2.00
## 22496                            New York, NY              11.0           0.00
## 22497                            New York, NY              20.0           5.00
## 22500                            New York, NY               3.0           3.00
## 22503                           Hillsboro, OR               5.0           3.00
## 22507                            New York, NY               7.0           0.00
## 22517                       San Francisco, CA               5.0           1.00
## 22520                           Cupertino, CA               6.0           6.00
## 22527                Petach Tikva, HM, Israel              15.0          15.00
## 22529                       San Francisco, CA              15.0           0.00
## 22530                             Seattle, WA               7.0           1.00
## 22531                Singapore, SG, Singapore               5.0           1.00
## 22534                           Cupertino, CA               3.0           3.00
## 22535                           Palo Alto, CA              15.0           4.00
## 22545                             Norwalk, CT               2.0           2.00
## 22547                             Raleigh, NC               8.0           8.00
## 22549                     Toronto, ON, Canada              12.0           1.00
## 22551                          Pleasanton, CA              24.0          20.00
## 22553                               Tempe, AZ               1.0           1.00
## 22556                             Redmond, WA              12.0           0.00
## 22561                            San Jose, CA               3.0           2.00
## 22568                            San Jose, CA               4.0           1.00
## 22570                           Stratford, CT               8.0           1.00
## 22576                            Portland, OR               4.0           4.00
## 22580                              Austin, TX               3.0           1.00
## 22583                           Sunnyvale, CA               8.0           5.00
## 22594                         Jersey City, NJ               4.0           0.00
## 22596                       San Francisco, CA               1.0           1.00
## 22597                              Austin, TX               6.0           2.00
## 22600                             Redmond, WA               5.0           5.00
## 22601                          Menlo Park, CA               5.0           0.00
## 22602                             Seattle, WA               4.0           4.00
## 22605                           Palo Alto, CA              10.0           0.00
## 22609                Singapore, SG, Singapore               5.0           1.00
## 22613                             Seattle, WA               4.0           4.00
## 22616                            San Jose, CA               2.0           2.00
## 22621                          Menlo Park, CA               8.0           4.00
## 22622                    Bangalore, KA, India              11.0           0.00
## 22634                       Mountain View, CA              18.0           2.00
## 22642                          Broomfield, CO               8.0           8.00
## 22643                       San Francisco, CA               3.0           2.00
## 22651                             Seattle, WA              17.0           5.00
## 22657                          Washington, DC              17.0           1.00
## 22661                   Vancouver, BC, Canada               0.0           0.00
## 22662                               Provo, UT              11.0           3.00
## 22664                          Pleasanton, CA              15.0           2.00
## 22667                             Redmond, WA               5.0           5.00
## 22671              London, EN, United Kingdom              19.0           2.00
## 22679                       San Francisco, CA               8.0           4.00
## 22681                       San Francisco, CA               7.0           5.00
## 22691                     Dublin, DN, Ireland               7.0           6.00
## 22692                             Seattle, WA              15.0           4.00
## 22693                             Seattle, WA              10.0           4.00
## 22695                           Palo Alto, CA              19.0           2.00
## 22697            Saint Petersburg, SP, Russia              15.0           9.00
## 22699                       San Francisco, CA              10.0           2.00
## 22702                       San Francisco, CA               2.0           2.00
## 22717                            Bellevue, WA              14.0           1.00
## 22718                             Seattle, WA               8.0           8.00
## 22722                        Tokyo, TY, Japan              10.0           1.00
## 22726                        Redwood City, CA               6.0           0.00
## 22727                    Bangalore, KA, India               3.0           1.00
## 22728                            San Jose, CA               8.0           1.00
## 22730                       San Francisco, CA               7.0           2.00
## 22732                              Austin, TX              12.0           4.00
## 22735                           Cupertino, CA              11.0           9.00
## 22736                     Toronto, ON, Canada               4.0           1.00
## 22737                       San Francisco, CA               9.0           0.00
## 22738                         Santa Clara, CA               7.0           2.00
## 22740                          Menlo Park, CA              20.0           5.00
## 22745                         Los Angeles, CA               8.0           1.00
## 22751                             Seattle, WA              12.0           7.00
## 22754                   Herzliyya, TA, Israel              12.0           0.00
## 22755                          Pittsburgh, PA               2.0           0.00
## 22756                            New York, NY               3.0           3.00
## 22757                            San Jose, CA               2.0           2.00
## 22761                            San Jose, CA               5.0           2.00
## 22764                        Philadelphia, PA               6.0           6.00
## 22766                            New York, NY               8.0           4.00
## 22769                       Madrid, MD, Spain               8.0           3.00
## 22790                           Cupertino, CA              15.0           4.00
## 22799                           Palo Alto, CA              15.0           4.00
## 22802                      Salt Lake City, UT              12.0           1.00
## 22803                       San Francisco, CA              17.0           2.00
## 22809                              Boston, MA               6.0           0.00
## 22811                       Mountain View, CA               5.0           5.00
## 22812                           Hillsboro, OR               4.0           4.00
## 22816                     Dublin, DN, Ireland              10.0           8.00
## 22832                             Redmond, WA              10.0           8.00
## 22835                          Richardson, TX              24.0          13.00
## 22838                             Seattle, WA              11.0           3.00
## 22842                              Boston, MA               2.0           2.00
## 22846                          El Segundo, CA              10.0           3.00
## 22847                         Los Angeles, CA               2.0           2.00
## 22852                           Cupertino, CA               8.0           2.00
## 22853              London, EN, United Kingdom               6.0           1.00
## 22856                       San Francisco, CA              17.0           1.00
## 22859                          Louisville, KY               4.0           4.00
## 22864                           Cupertino, CA               4.0           1.00
## 22866                              Austin, TX               9.0           1.00
## 22870                       San Francisco, CA               2.0           2.00
## 22873                        Santa Monica, CA               1.0           1.00
## 22874                            Bellevue, WA               7.0           4.00
## 22876                         Santa Clara, CA               7.0           3.00
## 22882                          Menlo Park, CA               4.0           0.00
## 22887                            New York, NY               6.0           1.00
## 22890                             Seattle, WA               6.0           5.00
## 22891                            New York, NY               5.0           3.00
## 22892                            San Jose, CA              13.0          13.00
## 22893                  Annapolis Junction, MD               7.0           7.00
## 22899                             Seattle, WA               3.0           1.00
## 22901                       San Francisco, CA               5.0           5.00
## 22908                           San Diego, CA               2.0           2.00
## 22911                            San Jose, CA               5.0           5.00
## 22912                    Montreal, QC, Canada               5.0           2.00
## 22915                              Dallas, TX               3.0           1.00
## 22919                             Fremont, CA              11.0           2.00
## 22923                            New York, NY               9.0           6.00
## 22926                            San Jose, CA              13.0          10.00
## 22927                             Seattle, WA               1.0           0.00
## 22929                          Menlo Park, CA               9.0           0.00
## 22933                            San Jose, CA               0.0           0.00
## 22934                             Seattle, WA               2.0           1.00
## 22943                             Seattle, WA               4.0           4.00
## 22944                         Los Angeles, CA               4.0           4.00
## 22947                           Sunnyvale, CA               2.0           0.00
## 22950                             Seattle, WA              10.0           4.00
## 22958                         Santa Clara, CA               4.0           3.00
## 22959                           San Diego, CA               8.0           1.00
## 22965                             Norwalk, CT              18.0           5.00
## 22967                            San Jose, CA               9.0           0.00
## 22976                             Seattle, WA              12.0           8.00
## 22977                           Sunnyvale, CA               1.0           1.00
## 22984                             Seattle, WA               3.0           3.00
## 22985                            New York, NY               6.0           1.00
## 22989                             Seattle, WA               4.0           1.00
## 22995                             Bedford, MA              10.0           5.00
## 22996                            San Jose, CA               8.0           1.00
## 23002                             Seattle, WA              20.0           0.00
## 23003                       Mountain View, CA              10.0           1.00
## 23004                            San Jose, CA               4.0           1.00
## 23007                             Atlanta, GA               5.0           1.00
## 23011                         Los Angeles, CA               7.0           1.00
## 23012                                Lehi, UT               6.0           2.00
## 23013                           Sunnyvale, CA               5.0           2.00
## 23016                           Cupertino, CA              12.0           6.00
## 23019                             Seattle, WA              14.0          13.00
## 23022                             Seattle, WA              10.0           1.00
## 23023                            New York, NY               4.0           0.00
## 23034                       San Francisco, CA               8.0           3.00
## 23036                             Seattle, WA              15.0           3.00
## 23038                           Cupertino, CA               1.0           1.00
## 23041                         Los Angeles, CA               6.0           0.00
## 23043                             Seattle, WA              14.0           0.00
## 23045                           Charlotte, NC              13.0           2.00
## 23048                       San Francisco, CA               8.0           0.00
## 23053                    Bangalore, KA, India              10.0           1.00
## 23055                   Vancouver, BC, Canada               8.0           1.00
## 23079                              Dallas, TX               1.0           0.00
## 23082                             Orlando, FL               6.0           1.00
## 23088                             Madison, WI               9.0           6.00
## 23101                            San Jose, CA               1.0           1.00
## 23102                       San Francisco, CA               2.0           2.00
## 23103                         Minneapolis, MN               8.0           4.00
## 23108                           Sunnyvale, CA              10.0           2.00
## 23109                       San Francisco, CA               3.0           2.00
## 23110                    Hyderabad, TS, India               2.0           2.00
## 23119                    Bangalore, KA, India              13.0           5.00
## 23124                              Venice, CA              15.0           4.00
## 23132                       Paris, IL, France               5.0           4.00
## 23133                             Seattle, WA              13.0           9.00
## 23135                            San Jose, CA               7.0           7.00
## 23137                             Seattle, WA               5.0           2.00
## 23139                           Sunnyvale, CA               4.0           1.00
## 23140                       San Francisco, CA               5.0           0.00
## 23141                             Seattle, WA               5.0           1.00
## 23146                            San Jose, CA               4.0           4.00
## 23148                            San Jose, CA               4.0           2.00
## 23149                       San Francisco, CA              16.0          10.00
## 23151                             Seattle, WA               8.0           0.00
## 23152                              Austin, TX              13.0           2.00
## 23154                             Seattle, WA               2.0           2.00
## 23155                             Seattle, WA              10.0           3.00
## 23156                            New York, NY               5.0           0.00
## 23162                             Seattle, WA              11.0           3.00
## 23165                             Seattle, WA               9.0           3.00
## 23168                    Montreal, QC, Canada               5.0           0.00
## 23172                            New York, NY              20.0          12.00
## 23174                            San Jose, CA              15.0          10.00
## 23176                             Seattle, WA              18.0          18.00
## 23181                             Seattle, WA               5.0           1.00
## 23186                            New York, NY               6.0           4.00
## 23188                     Toronto, ON, Canada              15.0           2.00
## 23190                           Palo Alto, CA               5.0           0.00
## 23194                            New York, NY               5.0           3.00
## 23198              London, EN, United Kingdom               8.0           5.00
## 23203                            Bellevue, WA               6.0           6.00
## 23206                            San Jose, CA              10.0           3.00
## 23209                            New York, NY               3.0           3.00
## 23210                            San Jose, CA               3.0           3.00
## 23212                             Malvern, PA               5.0           4.00
## 23213                             Seattle, WA               6.0           4.00
## 23215                             Seattle, WA              10.0           3.00
## 23216                          Woonsocket, RI               0.0           0.00
## 23217                    Bangalore, KA, India               7.0           6.00
## 23219                             Seattle, WA               3.0           3.00
## 23220                           Sunnyvale, CA               4.0           0.00
## 23227                         Pune, MH, India               8.0           6.00
## 23229                            New York, NY               2.0           2.00
## 23232                    Bangalore, KA, India               4.0           1.00
## 23235                          Pleasanton, CA              13.0           0.00
## 23237                     Toronto, ON, Canada              20.0           1.00
## 23238                             Seattle, WA               6.0           0.00
## 23240                       San Francisco, CA               9.0           9.00
## 23245                             Seattle, WA              10.0           4.00
## 23246                     Munich, BY, Germany               2.0           2.00
## 23248                             Waltham, MA               8.0           6.00
## 23252                             Seattle, WA               2.0           2.00
## 23254                             Redmond, WA               2.0           0.00
## 23256                    Hyderabad, TS, India               2.0           2.00
## 23257              London, EN, United Kingdom               3.0           1.00
## 23264                     Berlin, BE, Germany               5.0           5.00
## 23265                           Cupertino, CA              10.0           4.00
## 23266                     Berlin, BE, Germany               5.0           5.00
## 23269                       San Francisco, CA               8.0           0.00
## 23271                           Sunnyvale, CA              14.0           1.00
## 23272                        Arizona City, AZ               2.0           2.00
## 23277                    Bangalore, KA, India               2.0           2.00
## 23278                        Redwood City, CA               5.0           5.00
## 23293                             Redmond, WA              16.0          15.00
## 23298                           Arlington, VA               8.0           3.00
## 23299                            New York, NY               6.0           1.00
## 23316                           Los Gatos, CA               5.0           0.00
## 23317                             Seattle, WA               4.0           0.00
## 23319                     Halifax, NS, Canada              30.0           5.00
## 23323                             Seattle, WA              17.0           0.00
## 23324                              Folsom, CA               9.0           5.00
## 23332                             Redmond, WA               6.0           6.00
## 23336                         Jersey City, NJ              24.0           8.00
## 23352                           Palo Alto, CA              10.0           8.00
## 23355                       Mountain View, CA               7.0           5.00
## 23356                             Seattle, WA               8.0           2.00
## 23363                             Boulder, CO               6.0           1.00
## 23364                          Washington, DC               7.0           0.00
## 23365                       San Francisco, CA               2.0           1.00
## 23370                             Houston, TX               8.0           1.00
## 23373                             Redmond, WA               5.0           1.00
## 23382                             Seattle, WA               8.0           4.00
## 23388                           Sunnyvale, CA              10.0           1.00
## 23393                       San Francisco, CA              10.0           1.00
## 23398                       Mountain View, CA               6.0           2.00
## 23400                Singapore, SG, Singapore              10.0           5.00
## 23401                            New York, NY               2.0           2.00
## 23409                         Los Angeles, CA              20.0           4.00
## 23410                            San Jose, CA               3.0           3.00
## 23412                             Seattle, WA               2.0           1.00
## 23420                              Austin, TX               2.0           2.00
## 23421                             Seattle, WA               6.0           2.00
## 23424                            San Jose, CA               8.0           6.00
## 23425                            New York, NY               4.0           0.00
## 23427                         Santa Clara, CA               8.0           2.00
## 23429                            San Jose, CA               6.0           4.00
## 23442                           Cupertino, CA               0.0           0.00
## 23445              London, EN, United Kingdom              10.0           1.00
## 23447                             Redmond, WA              15.0           5.00
## 23450                            Bellevue, WA               7.0           0.00
## 23451                           Cupertino, CA               3.0           0.00
## 23453                        Redwood City, CA              13.0           8.00
## 23457                            Portland, OR               4.0           1.00
## 23460                             Redmond, WA              12.0           6.00
## 23463                           Cupertino, CA               4.0           0.00
## 23467                             Seattle, WA               4.0           4.00
## 23468                              Vienna, VA               4.0           2.00
## 23476                              Dallas, TX               8.0           8.00
## 23477                            New York, NY               1.0           1.00
## 23481                            San Jose, CA               9.0           2.00
## 23482                             Seattle, WA               5.0           2.00
## 23485                           San Diego, CA               7.0           7.00
## 23490                       San Francisco, CA               2.0           2.00
## 23492                           San Diego, CA               9.0           1.00
## 23495                         Minneapolis, MN               4.0           1.00
## 23497                            San Jose, CA              10.0           5.00
## 23498                       San Francisco, CA               5.0           1.00
## 23502                            New York, NY              25.0           2.00
## 23506                              Natick, MA              11.0           8.00
## 23519                             Orlando, FL               8.0           2.00
## 23521                            San Jose, CA               8.0           3.00
## 23526                              Austin, TX              12.0           4.00
## 23530                            San Jose, CA              11.0           2.00
## 23531                             Fremont, CA               2.0           1.00
## 23533                             Redmond, WA               3.0           2.00
## 23534                           San Bruno, CA               6.0           6.00
## 23535                             Seattle, WA               4.0           4.00
## 23541                             Seattle, WA              19.0           7.00
## 23542                     Toronto, ON, Canada               9.0           4.00
## 23545                       San Francisco, CA               5.0           1.00
## 23546                             Seattle, WA               4.0           1.00
## 23547                    Bangalore, KA, India               8.0           1.00
## 23548              Amsterdam, NH, Netherlands               4.0           2.00
## 23549                               Tempe, AZ               0.0           0.00
## 23550                         Santa Clara, CA               6.0           4.00
## 23551                          Menlo Park, CA               2.0           2.00
## 23554                            New York, NY              10.0           6.00
## 23555                             Seattle, WA               1.0           0.00
## 23558                              Austin, TX               9.0           4.00
## 23560                             Chicago, IL              15.0           0.00
## 23562                       San Francisco, CA              11.0           1.00
## 23563                          Menlo Park, CA              14.0           2.00
## 23565                    Bangalore, KA, India               2.0           0.00
## 23567                         Los Angeles, CA              10.0           6.00
## 23568                          Menlo Park, CA               6.0           2.00
## 23569                             Seattle, WA              15.0           2.00
## 23575                      Gurgaon, HR, India               3.0           3.00
## 23578                       Mumbai, MH, India               2.0           2.00
## 23579                              Boston, MA              10.0           3.00
## 23580                            New York, NY              19.0           3.00
## 23581                            New York, NY               7.0           2.00
## 23587                             Seattle, WA               2.0           0.00
## 23590                           Cupertino, CA               3.0           0.00
## 23591                      Gurgaon, HR, India              17.0           0.00
## 23593                            San Jose, CA              15.0           3.00
## 23596                             Seattle, WA               3.0           2.00
## 23599                           Charlotte, NC               6.0           6.00
## 23600                          Titusville, NJ               0.0           0.00
## 23601                       Mountain View, CA              10.0           0.00
## 23602                            New York, NY               2.0           0.00
## 23605                            New York, NY              15.0           8.00
## 23608                      Ottawa, ON, Canada               3.0           1.00
## 23609                            San Jose, CA               4.0           4.00
## 23610                           Arlington, VA               4.0           0.00
## 23611                     Toronto, ON, Canada               4.0           2.00
## 23612                           Palo Alto, CA              20.0          15.00
## 23614                           Claremont, CA              10.0           2.00
## 23619                             Seattle, WA               5.0           2.00
## 23621                       Mountain View, CA               6.0           1.00
## 23623                          Menlo Park, CA              11.0           3.00
## 23624                            Bellevue, WA              13.0           9.00
## 23625                    Bengaluru, KA, India               7.0           5.00
## 23628                           Sunnyvale, CA               4.0           4.00
## 23630                Singapore, SG, Singapore               4.0           0.00
## 23632                       San Francisco, CA              10.0           2.00
## 23635                              Austin, TX              16.0           3.00
## 23637                            New York, NY               4.0           0.00
## 23640                            New York, NY               3.0           1.00
## 23642                          Costa Mesa, CA               0.0           0.00
## 23643                            New York, NY               6.0           5.00
## 23644                       San Francisco, CA               6.0           0.00
## 23646                             Chicago, IL               2.0           2.00
## 23647                              Reston, VA               8.0           8.00
## 23648                             Seattle, WA               3.0           2.00
## 23650                              Austin, TX               7.0           5.00
## 23651                             Seattle, WA               6.0           0.00
## 23652                         Los Angeles, CA               5.0           2.00
## 23655              London, EN, United Kingdom               9.0           4.00
## 23659                             Redmond, WA               7.0           7.00
## 23664                           Littleton, MA              13.0          13.00
## 23666                             Redmond, WA               6.0           3.00
## 23667                           Sunnyvale, CA               3.0           1.00
## 23670                             Seattle, WA               3.0           1.00
## 23672                         Foster City, CA               1.0           1.00
## 23673                           Cupertino, CA               3.0           2.00
## 23674                          Menlo Park, CA               0.0           0.00
## 23676                             Seattle, WA              16.0           4.00
## 23678                       San Francisco, CA               7.0           1.00
## 23684                       San Francisco, CA              10.0           1.00
## 23685                            New York, NY               0.0           0.00
## 23686                          Menlo Park, CA               0.0           0.00
## 23687                             Orlando, FL               2.0           2.00
## 23688                       San Francisco, CA              20.0           2.00
## 23690                        Redwood City, CA              11.0           7.00
## 23691                             Seattle, WA              10.0           2.00
## 23693                              Austin, TX              10.0           1.00
## 23695                             Madison, WI              10.0           1.00
## 23696                       Mountain View, CA               3.0           3.00
## 23700                            Bellevue, WA               4.0           2.00
## 23702                             Seattle, WA              15.0           0.00
## 23703                            San Jose, CA               2.0           0.00
## 23704                             Seattle, WA               9.0           3.00
## 23705                         Los Angeles, CA               4.0           3.00
## 23706                            New York, NY               0.0           0.00
## 23707              London, EN, United Kingdom               3.0           0.00
## 23709                    Bengaluru, KA, India               6.0           5.00
## 23711                           Los Gatos, CA               7.0           2.00
## 23714              London, EN, United Kingdom               3.0           3.00
## 23715          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 23718                    Hyderabad, AP, India               2.0           1.00
## 23719                             Seattle, WA              12.0           3.00
## 23721                             Chicago, IL              12.0           9.00
## 23724                          Washington, DC              12.0          12.00
## 23726                            New York, NY               3.0           3.00
## 23728                     Galway, GY, Ireland               6.0           2.00
## 23729              London, EN, United Kingdom              10.0           1.00
## 23730              London, EN, United Kingdom              10.0           0.00
## 23731                           Sunnyvale, CA               1.0           0.00
## 23733                               Tempe, AZ               8.0           0.00
## 23734                              Dallas, TX               0.0           0.00
## 23737                         Los Angeles, CA               2.0           0.00
## 23740                       San Francisco, CA              10.0           0.00
## 23742                              Boston, MA               8.0           8.00
## 23743                           San Diego, CA               2.0           0.00
## 23745                           Hillsboro, OR               1.0           1.00
## 23746                          Sacramento, CA               2.0           2.00
## 23747                       San Francisco, CA              11.0           2.00
## 23749                         Santa Clara, CA              18.0           0.00
## 23750                       San Francisco, CA              10.0           1.00
## 23752                             Detroit, MI              20.0          20.00
## 23757                            New York, NY              10.0           4.00
## 23759                       San Francisco, CA               7.0           0.00
## 23760                       San Francisco, CA               3.0           1.00
## 23761                             Redmond, WA              15.0           7.00
## 23762                       San Francisco, CA               2.0           2.00
## 23764                           Sunnyvale, CA               2.0           1.00
## 23765                             Seattle, WA               1.0           1.00
## 23766                         Minneapolis, MN              10.0           1.00
## 23767                       San Francisco, CA               6.0           3.00
## 23772                            San Jose, CA               9.0           2.00
## 23774                         Kansas City, MO               3.0           3.00
## 23776                             Seattle, WA               5.0           2.00
## 23780                           Sunnyvale, CA               2.0           0.00
## 23783                       San Francisco, CA               1.0           1.00
## 23784                             Seattle, WA               3.0           3.00
## 23786                             Chicago, IL               4.0           4.00
## 23788                           Palo Alto, CA               8.0           0.00
## 23789                           Sunnyvale, CA               7.0           0.00
## 23790                            San Jose, CA              13.0           2.00
## 23793                             Seattle, WA              15.0           0.00
## 23794                             Seattle, WA               5.0           5.00
## 23795                              Austin, TX              18.0           1.00
## 23797                             Chicago, IL               5.0           5.00
## 23799                           Cupertino, CA               9.0           0.00
## 23801                             Seattle, WA              14.0           3.00
## 23804                              Durham, NC               5.0           3.00
## 23806                            New York, NY               4.0           1.00
## 23809                     Berlin, BE, Germany              12.0           1.00
## 23812              London, EN, United Kingdom              10.0           3.00
## 23815                             Seattle, WA               1.0           0.00
## 23816              London, EN, United Kingdom              10.0           0.00
## 23818                            San Jose, CA               3.0           2.00
## 23821              London, EN, United Kingdom               0.0           0.00
## 23828                       San Francisco, CA              11.0           0.00
## 23833                        Philadelphia, PA               4.0           1.00
## 23834                              Boston, MA               5.0           2.00
## 23836                             Redmond, WA               3.0           3.00
## 23843                      Moscow, MC, Russia               4.0           0.00
## 23844                             Seattle, WA               1.0           1.00
## 23845                              Vienna, VA               6.0           2.00
## 23851                              Boston, MA               1.0           1.00
## 23854                            New York, NY               5.0           3.00
## 23856                           Sunnyvale, CA              13.0           0.00
## 23857                       San Francisco, CA              12.0           1.00
## 23859                             Seattle, WA               8.0           8.00
## 23866                             Seattle, WA               6.0           2.00
## 23867                    Hyderabad, TS, India               6.0           3.00
## 23868                            Bellevue, WA               8.0           8.00
## 23869                            Portland, OR               6.0           4.00
## 23873                       San Francisco, CA               6.0           2.00
## 23874                           Arlington, VA               3.0           2.00
## 23876                     Shenzhen, GD, China               4.0           0.00
## 23878                    Tel Aviv, TA, Israel               6.0           1.00
## 23880              London, EN, United Kingdom              15.0           3.00
## 23882                Singapore, SG, Singapore               4.0           4.00
## 23883                    Bangalore, KA, India              10.0           3.00
## 23888                              Boston, MA               2.0           1.00
## 23890                           Hopkinton, MA               7.0           7.00
## 23895                            New York, NY               3.0           0.00
## 23897                       San Francisco, CA               0.0           0.00
## 23901                              Boston, MA               9.0           2.00
## 23902                    Bangalore, KA, India               7.0           1.00
## 23903                       San Francisco, CA               7.0           1.00
## 23905                           Los Gatos, CA               8.0           2.00
## 23907                            San Jose, CA               4.0           1.00
## 23908                           Sunnyvale, CA               0.0           0.00
## 23911                          Washington, DC              16.0           2.00
## 23914                              Natick, MA              18.0           7.00
## 23923                           San Diego, CA              25.0           1.00
## 23925                           Los Gatos, CA              15.0           5.00
## 23927                            New York, NY               0.0           0.00
## 23934                             Seattle, WA              10.0           4.00
## 23936                       Mountain View, CA               8.0           6.00
## 23939              Amsterdam, NH, Netherlands               7.0           3.00
## 23940                       Mountain View, CA              16.0          12.00
## 23942                    Hyderabad, AP, India              10.0           0.00
## 23947                              Austin, TX               5.0           3.00
## 23948                            New York, NY               2.0           0.00
## 23954                           Sunnyvale, CA               1.0           1.00
## 23955                       San Francisco, CA               5.0           2.00
## 23956                         Minneapolis, MN              15.0           4.00
## 23958                             Seattle, WA               3.0           0.00
## 23962                             Seattle, WA               8.0           2.00
## 23964                     Toronto, ON, Canada              11.0           0.00
## 23968                           Sunnyvale, CA               4.0           0.00
## 23970                            New York, NY               3.0           0.00
## 23971                              Dallas, TX               1.0           1.00
## 23977                           Palo Alto, CA               5.0           0.00
## 23978                             Seattle, WA               1.0           0.00
## 23981                              Boston, MA               2.0           2.00
## 23986                          Washington, DC               8.0           5.00
## 23988                             Redmond, WA              22.0           1.00
## 23989                             Seattle, WA               8.0           0.00
## 23990                           Cupertino, CA              17.0           7.00
## 23994                         Santa Clara, CA               2.0           1.00
## 23995                            San Jose, CA              15.0           1.00
## 24002                               Italy, TX              16.0          12.00
## 24003                     Dublin, DN, Ireland               5.0           1.00
## 24004                           St. Louis, MO              15.0           5.00
## 24006                    Bangalore, KA, India               9.0           3.00
## 24007                     Hangzhou, ZJ, China               5.0           1.00
## 24008                            San Jose, CA              15.0           2.00
## 24012                     Dublin, DN, Ireland              15.0          15.00
## 24013                            San Jose, CA              19.0          19.00
## 24016                             Seattle, WA              25.0           3.00
## 24017                    Bangalore, KA, India               7.0           0.00
## 24022                       Mountain View, CA               7.0           0.00
## 24030                    Bangalore, KA, India               3.0           3.00
## 24031                            Milpitas, CA              12.0           4.00
## 24032                         Santa Clara, CA              10.0           3.00
## 24035                             Seattle, WA              10.0           0.00
## 24036                           Nashville, TN               2.0           2.00
## 24045                             Seattle, WA               5.0           5.00
## 24049                            New York, NY              21.0           1.00
## 24050                           San Diego, CA              12.0           7.00
## 24055                   Vancouver, BC, Canada               6.0           2.00
## 24056                          Menlo Park, CA               7.0           4.00
## 24057                              Dallas, TX               3.0           1.00
## 24058                              Verona, WI               9.0           9.00
## 24059                           Sunnyvale, CA              10.0           1.00
## 24062                               Provo, UT               8.0           8.00
## 24064                           Palo Alto, CA               1.0           0.00
## 24073                            New York, NY              10.0           0.00
## 24082                         Santa Clara, CA               7.0           3.00
## 24097                        Redwood City, CA               7.0           7.00
## 24099                      Moscow, MC, Russia               4.0           1.00
## 24101            Saint Petersburg, SP, Russia               6.0           4.00
## 24104                      Moscow, MC, Russia               3.0           1.00
## 24106                           Cupertino, CA              12.0           4.00
## 24114                       San Francisco, CA               7.0           0.00
## 24115                       San Francisco, CA               5.0           3.00
## 24117                    Bangalore, KA, India               4.0           1.00
## 24120                       San Francisco, CA               1.0           0.00
## 24123                           Sunnyvale, CA               3.0           0.00
## 24127                Singapore, SG, Singapore               2.0           2.00
## 24135                            San Jose, CA               8.0           8.00
## 24136                              Dulles, VA               2.0           2.00
## 24144                           San Diego, CA               6.0           6.00
## 24145                       San Francisco, CA              10.0           1.00
## 24146                             Seattle, WA               3.0           3.00
## 24153                         Minneapolis, MN               8.0           8.00
## 24157                            New York, NY               5.0           2.00
## 24162                       San Francisco, CA               1.0           1.00
## 24167              Prague, PR, Czech Republic              10.0           6.00
## 24198                              Dallas, TX               2.0           2.00
## 24199                              Boston, MA               1.0           1.00
## 24201                            Milpitas, CA              12.0           2.00
## 24207                     Toronto, ON, Canada               9.0           0.00
## 24208                             Redmond, WA               3.0           0.00
## 24209                       San Francisco, CA               6.0           2.00
## 24210                            San Jose, CA               6.0           6.00
## 24219                         New Orleans, LA              15.0          10.00
## 24222              London, EN, United Kingdom               7.0           0.00
## 24223                       Mountain View, CA               4.0           2.00
## 24224                            New York, NY              16.0           2.00
## 24225                           Sunnyvale, CA               3.0           0.00
## 24227                            New York, NY              10.0           0.00
## 24229                            New York, NY               1.0           1.00
## 24236                      Moscow, MC, Russia               5.0           3.00
## 24239                             Seattle, WA               8.0           2.00
## 24241                          Menlo Park, CA               5.0           0.00
## 24250                              Austin, TX               7.0           0.00
## 24252                       Paris, IL, France               8.0           2.00
## 24259                          Menlo Park, CA               4.0           4.00
## 24261                             Seattle, WA               8.0           8.00
## 24262                             Redmond, WA               2.0           0.00
## 24263                       San Francisco, CA               5.0           1.00
## 24264                            New York, NY               4.0           2.00
## 24270                                Cary, NC              23.0          19.00
## 24277                             Seattle, WA              11.0           3.00
## 24281                             Seattle, WA               3.0           2.00
## 24287                          Scottsdale, AZ               2.0           1.00
## 24289                    Bangalore, KA, India               8.0           4.00
## 24292                              Austin, TX               2.0           1.00
## 24293                           Sunnyvale, CA               2.0           2.00
## 24294                             Raleigh, NC              15.0           4.00
## 24295                           Cupertino, CA               2.0           2.00
## 24296                         Foster City, CA               7.0           3.00
## 24297                           San Diego, CA              10.0           5.00
## 24298                       San Francisco, CA              15.0           3.00
## 24301                             Phoenix, AZ              10.0           3.00
## 24302                             Seattle, WA              20.0           1.00
## 24303                           Sunnyvale, CA              10.0           3.00
## 24312                            New York, NY              20.0           1.00
## 24314                          Washington, DC               0.0           0.00
## 24317                          Washington, DC               2.0           2.00
## 24320                       Mountain View, CA               5.0           5.00
## 24321                          Menlo Park, CA               2.0           2.00
## 24323                          Santa Rosa, CA              17.0           2.00
## 24328                             Seattle, WA               9.0           5.00
## 24340                         Santa Clara, CA              15.0           2.00
## 24342                       San Francisco, CA               9.0           2.00
## 24344                       San Francisco, CA               8.0           1.00
## 24348                          Menlo Park, CA              20.0           7.00
## 24350                           Cupertino, CA               0.0           0.00
## 24355                              Boston, MA               7.0           3.00
## 24356                        Tokyo, TY, Japan              10.0           2.00
## 24357                           Palo Alto, CA               3.0           0.00
## 24358                            Kirkland, WA              10.0           0.00
## 24362                             Seattle, WA               6.0           0.00
## 24369                    Yorktown Heights, NY               4.0           4.00
## 24376                              Austin, TX               2.0           2.00
## 24377                              Austin, TX               6.0           5.00
## 24382                       Mountain View, CA               5.0           1.00
## 24387                              Irvine, CA              12.0          12.00
## 24390                           Sunnyvale, CA               4.0           0.00
## 24391                              Natick, MA               4.0           2.00
## 24398                    Bangalore, KA, India              17.0           3.00
## 24399                   Vancouver, BC, Canada               4.0           3.00
## 24400                              Boston, MA              10.0           1.00
## 24403                              Austin, TX               3.0           0.00
## 24404                             Seattle, WA              14.0           2.00
## 24405                             Seattle, WA               4.0           4.00
## 24406                             Seattle, WA               4.0           0.00
## 24414                    Bangalore, KA, India               9.0           3.00
## 24422                           San Mateo, CA              20.0           2.00
## 24423                             Seattle, WA               0.0           0.00
## 24424                          Washington, DC               2.0           2.00
## 24426                              Dallas, TX               5.0           2.00
## 24427                             Atlanta, GA               3.0           0.00
## 24430                            Bellevue, WA               4.0           1.00
## 24434                         Los Angeles, CA              15.0           0.00
## 24436                         Santa Clara, CA              10.0          10.00
## 24445                             Seattle, WA               4.0           1.00
## 24450                             Atlanta, GA               3.0           3.00
## 24451                    Bangalore, KA, India              10.0           4.00
## 24454                           Cupertino, CA              14.0           2.00
## 24456                             Seattle, WA               4.0           4.00
## 24457                             Chicago, IL              17.0          10.00
## 24462                            Kirkland, WA              17.0           2.00
## 24464                    Hyderabad, TS, India               1.0           0.00
## 24466                           Cupertino, CA               4.0           4.00
## 24470                            New York, NY               8.0           1.00
## 24479                             Seattle, WA               4.0           0.00
## 24484                           Cupertino, CA               4.0           0.00
## 24489                            San Jose, CA              10.0           3.00
## 24492                            New York, NY               5.0           0.00
## 24494                           Sunnyvale, CA              12.0          11.00
## 24498                              Austin, TX              13.0           0.00
## 24501                         Foster City, CA              18.0           9.00
## 24509                 Zurich, ZH, Switzerland               4.0           4.00
## 24512              Amsterdam, NH, Netherlands               4.0           2.00
## 24513                      Beijing, BJ, China               0.0           0.00
## 24518                             Redmond, WA               7.0           5.00
## 24519                           San Diego, CA               4.0           0.00
## 24522                             Seattle, WA               5.0           0.00
## 24523                             Redmond, WA               3.0           0.00
## 24526                           San Diego, CA               4.0           3.00
## 24531                       Mountain View, CA               5.0           5.00
## 24532                            Portland, OR               7.0           5.00
## 24534                         Santa Clara, CA              20.0           2.00
## 24535                             Seattle, WA               1.0           0.00
## 24537                      Warsaw, MZ, Poland               5.0           2.00
## 24539                       San Francisco, CA               3.0           0.00
## 24540                       San Francisco, CA              20.0           1.00
## 24543                   Herzliyya, TA, Israel               2.0           2.00
## 24544                             Redmond, WA              20.0           6.00
## 24545                       San Francisco, CA              15.0           1.00
## 24546                              Denver, CO               3.0           1.00
## 24547                          Pleasanton, CA              20.0          10.00
## 24550                                Ames, IA               3.0           3.00
## 24551                         Santa Clara, CA               6.0           1.00
## 24553                       San Francisco, CA               1.0           1.00
## 24555                       San Francisco, CA               8.0           4.00
## 24556                       San Francisco, CA              10.0           0.00
## 24557                             Seattle, WA               7.0           7.00
## 24558                   Sao Paulo, SP, Brazil               5.0           0.00
## 24560                            New York, NY               2.0           0.00
## 24566                             Seattle, WA               5.0           0.00
## 24577                       San Francisco, CA              16.0           7.00
## 24581                       San Francisco, CA              10.0           1.00
## 24582                    Bengaluru, KA, India               1.0           1.00
## 24583                       San Francisco, CA              12.0           0.00
## 24587                     Munich, BY, Germany               1.0           0.00
## 24590                              Boston, MA               1.0           1.00
## 24595                    Bengaluru, KA, India               9.0           4.00
## 24597                       Mountain View, CA               3.0           0.00
## 24604              London, EN, United Kingdom               4.0           0.00
## 24605                           Charlotte, NC               1.0           0.00
## 24606                       San Francisco, CA              14.0           2.00
## 24607                             Redmond, WA               9.0           8.00
## 24609                       San Francisco, CA               8.0           4.00
## 24611                           San Diego, CA               3.0           1.00
## 24614                    Colorado Springs, CO              20.0          15.00
## 24618                           Sunnyvale, CA               2.0           0.00
## 24626                              Irvine, CA               8.0           5.00
## 24627                       Mountain View, CA               4.0           4.00
## 24635                              Dallas, TX               1.0           0.00
## 24638                           Cupertino, CA              15.0           0.00
## 24640                            Bellevue, WA               8.0           1.00
## 24645                             Seattle, WA               2.0           1.00
## 24647                              Dallas, TX               1.0           1.00
## 24648                             Chicago, IL               1.0           1.00
## 24649                           San Diego, CA              18.0           8.00
## 24653                              Irvine, CA               2.0           0.00
## 24656                        Philadelphia, PA               8.0           1.00
## 24659                           Charlotte, NC              25.0           1.00
## 24661                          Menlo Park, CA              11.0           3.00
## 24663                              Gilroy, CA              11.0           2.00
## 24664                   Vancouver, BC, Canada              10.0           2.00
## 24667                       Mountain View, CA               6.0           3.00
## 24669                             Phoenix, AZ               0.0           0.00
## 24673                             Seattle, WA               5.0           0.00
## 24675                     Berlin, BE, Germany               5.0           0.00
## 24677                   Sydney, NS, Australia              10.0          10.00
## 24678                     Toronto, ON, Canada              12.0           7.00
## 24681                        Philadelphia, PA               6.0           4.00
## 24682                     Fort Lauderdale, FL              22.0           1.00
## 24683                             Meriden, CT               3.0           3.00
## 24685                             Seattle, WA               6.0           2.00
## 24687                           Cambridge, MA               5.0           3.00
## 24688                      Moscow, MC, Russia               8.0           1.00
## 24689                         Los Angeles, CA               7.0           0.00
## 24692                              Dallas, TX               2.0           2.00
## 24695              Amsterdam, NH, Netherlands               8.0           3.00
## 24697                              Austin, TX              16.0           0.00
## 24701                             Seattle, WA               5.0           0.00
## 24703                          Menlo Park, CA               1.0           1.00
## 24707                            Milpitas, CA               3.0           3.00
## 24708                             Redmond, WA              13.0           3.00
## 24709                        Tokyo, TY, Japan               2.0           2.00
## 24711                              Austin, TX               4.0           4.00
## 24714                             Bothell, WA              14.0          10.00
## 24717                             Seattle, WA               8.0           3.00
## 24718              London, EN, United Kingdom               8.0           1.00
## 24719                       San Francisco, CA               6.0           5.00
## 24720                       San Francisco, CA               6.0           0.00
## 24721                              Temple, TX               6.0           6.00
## 24725                   Vancouver, BC, Canada              17.0          12.00
## 24727                             Seattle, WA              20.0           1.00
## 24728                             Seattle, WA               4.0           3.00
## 24729                           San Diego, CA              12.0          12.00
## 24732                          Washington, DC               2.0           2.00
## 24734                           San Mateo, CA               6.0           1.00
## 24735                            San Jose, CA              12.0           2.00
## 24744                   Vancouver, BC, Canada               4.0           0.00
## 24746                              Vienna, VA              20.0           2.00
## 24747                             Seattle, WA               7.0           7.00
## 24748                             Seattle, WA               2.0           2.00
## 24749                        South Jordan, UT               7.0           0.00
## 24750                          Menlo Park, CA               6.0           1.00
## 24757                             Seattle, WA               4.0           4.00
## 24758                            San Jose, CA              10.0           4.00
## 24765                     Dublin, DN, Ireland               5.0           2.00
## 24770                          Menlo Park, CA               3.0           0.00
## 24772                            Columbus, OH               2.0           1.00
## 24774                            New York, NY               1.0           1.00
## 24776                             Burbank, CA               8.0           3.00
## 24777                     Burnaby, BC, Canada              11.0           7.00
## 24782                            New York, NY               3.0           3.00
## 24783                            New York, NY               3.0           0.00
## 24784                       Mountain View, CA               3.0           0.00
## 24786                           Nashville, TN               7.0           5.00
## 24788                    Tel Aviv, TA, Israel               5.0           2.00
## 24790                             Redmond, WA               0.0           0.00
## 24795                       San Francisco, CA               1.0           1.00
## 24796                           Cupertino, CA               3.0           1.00
## 24798                       Mountain View, CA               5.0           5.00
## 24800                            San Jose, CA               4.0           4.00
## 24801                       San Francisco, CA              19.0           0.00
## 24803                             Seattle, WA               6.0           3.00
## 24806                          Washington, DC              20.0           4.00
## 24807                       Mountain View, CA               1.0           1.00
## 24808                           Sunnyvale, CA              17.0           8.00
## 24809                       Mountain View, CA              15.0           2.00
## 24810                             Seattle, WA              10.0           5.00
## 24812                            New York, NY               3.0           3.00
## 24813                            Portland, OR              13.0           6.00
## 24820                             Chicago, IL               7.0           3.00
## 24822                          Menlo Park, CA               9.0           4.00
## 24828                            Milpitas, CA              23.0          13.00
## 24829                             Seattle, WA               5.0           1.00
## 24830                           Palo Alto, CA               2.0           2.00
## 24831                         New Orleans, LA              12.0           6.00
## 24832                         Santa Clara, CA              14.0           6.00
## 24834                           San Mateo, CA              10.0           4.00
## 24836                           Nashville, TN               0.0           0.00
## 24837                       Mountain View, CA              20.0           5.00
## 24840                    Bengaluru, KA, India               8.0           1.00
## 24842                    Tel Aviv, TA, Israel              13.0           2.00
## 24843                           Cupertino, CA               5.0           2.00
## 24848                   Walldorf, BW, Germany               0.0           0.00
## 24850                             Seattle, WA               2.0           0.00
## 24851              London, EN, United Kingdom               6.0           0.00
## 24852                           Palo Alto, CA               0.0           0.00
## 24856                              Austin, TX               8.0           3.00
## 24857                          Washington, DC               3.0           3.00
## 24858                       San Francisco, CA               1.0           1.00
## 24861                              Dallas, TX               6.0           1.00
## 24862                       San Francisco, CA               5.0           5.00
## 24865                           Cupertino, CA               8.0           1.00
## 24868                             Seattle, WA               2.0           0.00
## 24872                              Fulton, MD               6.0           3.00
## 24875                            San Jose, CA               1.0           1.00
## 24876                           San Ramon, CA              20.0          20.00
## 24879              London, EN, United Kingdom               6.0           6.00
## 24880                             Seattle, WA               3.0           3.00
## 24881                            New York, NY              19.0           0.00
## 24883                           San Ramon, CA              15.0           4.00
## 24884                         Santa Clara, CA              15.0           2.00
## 24885                             Seattle, WA              12.0           1.00
## 24886                       San Francisco, CA               4.0           2.00
## 24887                             Needham, MA               8.0           8.00
## 24891                             Houston, TX              13.0           0.00
## 24894                             Atlanta, GA              15.0           1.00
## 24895                         Santa Clara, CA               4.0           4.00
## 24897                             Redmond, WA              15.0           1.00
## 24899                           San Diego, CA              20.0          10.00
## 24900                             Seattle, WA              19.0           1.00
## 24901                       San Francisco, CA               1.0           1.00
## 24902                              Irvine, CA              20.0           6.00
## 24904                           Sunnyvale, CA              14.0           7.00
## 24905                            Bethesda, MD               5.0           0.00
## 24909                         Kansas City, MO               3.0           3.00
## 24910                            Bellevue, WA              17.0           3.00
## 24913                             Redmond, WA               3.0           0.00
## 24916                       Mountain View, CA               3.0           1.00
## 24917                       San Francisco, CA               7.0           7.00
## 24919                        Jacksonville, FL               7.0           3.00
## 24920                              Boston, MA              14.0           2.00
## 24924                          Menlo Park, CA               5.0           0.00
## 24927                       San Francisco, CA              11.0          10.00
## 24929                            San Jose, CA               5.0           3.00
## 24931                          Pleasanton, CA              10.0           1.00
## 24933                    Bangalore, KA, India               6.0           1.00
## 24935                     Berlin, BE, Germany               6.0           0.00
## 24940                            New York, NY               3.0           3.00
## 24941                       San Francisco, CA               4.0           3.00
## 24948                            San Jose, CA              11.0           2.00
## 24951                       San Francisco, CA              10.0           3.00
## 24953                            New York, NY              20.0           3.00
## 24957                          Scottsdale, AZ               9.0           2.00
## 24960                          Washington, DC               2.0           0.00
## 24962                          Menlo Park, CA               4.0           4.00
## 24965                               Tampa, FL              20.0           2.00
## 24968                       Mountain View, CA               9.0           3.00
## 24970                           Cupertino, CA               6.0           3.00
## 24972                        Redwood City, CA               5.0           5.00
## 24977                       Mountain View, CA              12.0           1.00
## 24978          Hong Kong, HK, Hong Kong (SAR)               0.0           0.00
## 24979                       San Francisco, CA              11.0           0.00
## 24981                Singapore, SG, Singapore               3.0           3.00
## 24986                             Seattle, WA              22.0          22.00
## 24987                       Mountain View, CA               4.0           3.00
## 24990                             Phoenix, AZ               2.0           0.00
## 24991                              Boston, MA               2.0           2.00
## 24992                        Redwood City, CA               3.0           3.00
## 24993                             Atlanta, GA               2.0           2.00
## 24995                           Baltimore, MD               1.0           0.00
## 25002                     Dublin, DN, Ireland               0.0           0.00
## 25004                     Toronto, ON, Canada               3.0           3.00
## 25008                            Dearborn, MI               0.0           0.00
## 25012                            New York, NY               2.0           2.00
## 25013                        Redwood City, CA               4.0           1.00
## 25014                             Fremont, CA              15.0          12.00
## 25016                       San Francisco, CA               2.0           2.00
## 25017                        Tokyo, TY, Japan              15.0           2.00
## 25019                       San Francisco, CA               7.0           3.00
## 25021                            San Jose, CA               4.0           2.00
## 25023                              Irvine, CA               3.0           2.00
## 25027                             Seattle, WA               7.0           1.00
## 25029                       Mountain View, CA               6.0           0.00
## 25032                             Redmond, WA               3.0           0.00
## 25038                            Bellevue, WA              12.0          10.00
## 25042                    Bengaluru, KA, India               3.0           3.00
## 25043                              Austin, TX               2.0           0.00
## 25045                             Redmond, WA               5.0           1.00
## 25050                            San Jose, CA               3.0           1.00
## 25053                            Portland, OR              23.0          21.00
## 25057                             Seattle, WA               7.0           0.00
## 25064                            New York, NY               2.0           1.00
## 25066                      Chennai, TN, India               7.0           1.00
## 25070                           Palo Alto, CA               3.0           3.00
## 25071                       Mountain View, CA               5.0           0.00
## 25072                           Hillsboro, OR               9.0           9.00
## 25073                            San Jose, CA               7.0           5.00
## 25074                            Whippany, NJ               3.0           0.00
## 25076              London, EN, United Kingdom               4.0           1.00
## 25077                          Boxborough, MA               3.0           3.00
## 25083                        Redwood City, CA               3.0           3.00
## 25085                           San Diego, CA               3.0           3.00
## 25086                            San Jose, CA               2.0           1.00
## 25090                            New York, NY               4.0           2.00
## 25093                              Austin, TX              22.0           1.00
## 25094                             Redmond, WA               5.0           1.00
## 25095                          Menlo Park, CA               0.0           0.00
## 25106                           Cupertino, CA               4.0           0.00
## 25109                       San Francisco, CA               4.0           0.00
## 25110                       San Francisco, CA              20.0           7.00
## 25111                    Bengaluru, KA, India              10.0           0.00
## 25116                       Mountain View, CA               5.0           5.00
## 25117                               Plano, TX              10.0           0.00
## 25118                           St. Louis, MO               2.0           2.00
## 25124                       Mountain View, CA               2.0           0.00
## 25126                      Moscow, MC, Russia               3.0           3.00
## 25129                              Austin, TX               3.0           2.00
## 25136                             Seattle, WA               3.0           3.00
## 25138                             Seattle, WA               3.0           3.00
## 25139                       San Francisco, CA               2.0           2.00
## 25142                             Seattle, WA               3.0           0.00
## 25144                       San Francisco, CA               0.0           0.00
## 25147                       Mountain View, CA               0.0           0.00
## 25149                          Menlo Park, CA               8.0           3.00
## 25150                            New York, NY               7.0           1.00
## 25152                              Boston, MA              25.0           1.00
## 25153                               Tempe, AZ               0.0           0.00
## 25154                             Seattle, WA              12.0           1.00
## 25155                            San Jose, CA              10.0           1.00
## 25156                       San Francisco, CA              10.0           1.00
## 25160                        Redwood City, CA              11.0           1.00
## 25163                         Santa Clara, CA              20.0           9.00
## 25170                       San Francisco, CA               3.0           0.00
## 25172                             Seattle, WA              10.0           4.00
## 25173                       San Francisco, CA               7.0           5.00
## 25181                             Seattle, WA               1.0           0.00
## 25183                       San Francisco, CA               2.0           2.00
## 25187                             Seattle, WA               1.0           1.00
## 25188                       Mountain View, CA               6.0           5.00
## 25191                           Sunnyvale, CA               7.0           0.00
## 25194                           Cupertino, CA               5.0           0.00
## 25196                            New York, NY               4.0           2.00
## 25203                             Seattle, WA               5.0           2.00
## 25204                        Moscow Mills, MO               4.0           4.00
## 25208                      Ottawa, ON, Canada               1.0           1.00
## 25210                       Paris, IL, France               6.0           5.00
## 25213                              Dallas, TX               0.0           0.00
## 25215                            New York, NY               2.0           0.00
## 25217                              Denver, CO               4.0           2.00
## 25219                           Palo Alto, CA               3.0           2.00
## 25222                             Chicago, IL              14.0           1.00
## 25226                              Dallas, TX               9.0           7.00
## 25227                            Issaquah, WA               5.0           2.00
## 25229                   Vancouver, BC, Canada              10.0           4.00
## 25230                            Kirkland, WA              11.0           0.00
## 25231                             Seattle, WA               5.0           2.00
## 25232                       San Francisco, CA               4.0           1.00
## 25234                          Menlo Park, CA               0.0           0.00
## 25236                            New York, NY              13.0          13.00
## 25241                           Sunnyvale, CA              15.0           1.00
## 25244                            New York, NY               1.0           1.00
## 25245                              Boston, MA              12.0           3.00
## 25246                            New York, NY               7.0           4.00
## 25248                       Mountain View, CA               0.0           0.00
## 25253                Singapore, SG, Singapore               4.0           2.00
## 25255                         Los Angeles, CA               6.0           1.00
## 25256                             Seattle, WA               6.0           1.00
## 25257                           Hillsboro, OR              12.0          12.00
## 25261                            New York, NY               4.0           1.00
## 25262                            San Jose, CA              10.0           1.00
## 25263                             Seattle, WA              10.0           0.00
## 25267                            New York, NY               2.0           2.00
## 25273                       San Francisco, CA              12.0           2.00
## 25275                           Sunnyvale, CA               3.0           0.00
## 25276                         San Antonio, TX               5.0           3.00
## 25277                             Seattle, WA               6.0           0.00
## 25279                          Menlo Park, CA              10.0           2.00
## 25281                            New York, NY               3.0           0.00
## 25282                             Seattle, WA               5.0           3.00
## 25283                     Berlin, BE, Germany               7.0           0.00
## 25285                   Limerick, LK, Ireland               4.0           1.00
## 25286                        Tokyo, TY, Japan               3.0           3.00
## 25287                      Moscow, MC, Russia              13.0           3.00
## 25288                         Pune, MH, India               6.0           1.00
## 25289                       San Francisco, CA              10.0           6.00
## 25291                       San Francisco, CA               5.0           0.00
## 25294                            New York, NY               9.0           2.00
## 25295                            New York, NY               1.0           1.00
## 25298                        Indianapolis, IN               3.0           3.00
## 25299                    Bangalore, KA, India               5.0           3.00
## 25300                             Seattle, WA               7.0           0.00
## 25301                             Seattle, WA               1.0           0.00
## 25307                            New York, NY              10.0           2.00
## 25308                            New York, NY               2.0           0.00
## 25310                             Seattle, WA               4.0           2.00
## 25314                             Seattle, WA               2.0           2.00
## 25316                       San Francisco, CA              20.0           6.00
## 25318                     Toronto, ON, Canada               8.0           1.00
## 25326                            San Jose, CA               0.0           0.00
## 25328                              Austin, TX              12.0           3.00
## 25329                           San Diego, CA               5.0           1.00
## 25330                            Portland, OR               0.0           0.00
## 25334                       Mountain View, CA               6.0           2.00
## 25336                            San Jose, CA              14.0           3.00
## 25337                             Seattle, WA               4.0           1.00
## 25338                             Houston, TX              13.0           5.00
## 25339                              Dallas, TX               8.0           0.00
## 25340                             Houston, TX               6.0           5.00
## 25342                   Sydney, NS, Australia               0.0           0.00
## 25343                             Chicago, IL              20.0           1.00
## 25345                           Sunnyvale, CA               6.0           0.00
## 25353                             Seattle, WA               9.0           4.00
## 25355                           Cupertino, CA               5.0           2.00
## 25356                       San Francisco, CA               2.0           1.00
## 25364                            San Jose, CA               7.0           7.00
## 25365                            San Jose, CA               2.0           0.00
## 25367                              Folsom, CA              20.0           9.00
## 25369                       Kiev, KC, Ukraine               7.0           3.00
## 25370                           Cupertino, CA               2.0           2.00
## 25372                    Bengaluru, KA, India               9.0           2.00
## 25374                       San Francisco, CA               2.0           2.00
## 25375                            New York, NY              10.0           3.00
## 25377                             Seattle, WA               1.0           1.00
## 25378                            San Jose, CA              15.0           5.00
## 25381                       San Francisco, CA               8.0           2.00
## 25383                             Boulder, CO               8.0           2.00
## 25387                    Hyderabad, TS, India              11.0           2.00
## 25389                            New York, NY              10.0           1.00
## 25392                       Mountain View, CA              11.0           1.00
## 25393                       Torino, PI, Italy              17.0           2.00
## 25394                            Portland, OR              20.0           7.00
## 25400                             Seattle, WA               4.0           2.00
## 25403                             Madison, WI              10.0           2.00
## 25404                              Irvine, CA              14.0           1.00
## 25406                              Irvine, CA              11.0           4.00
## 25407                       San Francisco, CA              17.0           1.00
## 25410                              Irvine, CA               5.0           4.00
## 25412                             Houston, TX               6.0           6.00
## 25413                           Hillsboro, OR               2.0           0.00
## 25416                             Seattle, WA              10.0           2.00
## 25418                           Palo Alto, CA               8.0           2.00
## 25422                             Houston, TX               1.0           1.00
## 25424                          Menlo Park, CA              10.0           1.00
## 25427                        Philadelphia, PA              11.0           4.00
## 25428                             Fremont, CA               7.0           0.00
## 25434                           Littleton, MA               4.0           1.00
## 25436                             Seattle, WA               8.0           2.00
## 25438                       San Francisco, CA               8.0           1.00
## 25439                       San Francisco, CA               5.0           2.00
## 25441                              Austin, TX              12.0           7.00
## 25453                              Irvine, CA               8.0           5.00
## 25456                       San Francisco, CA               3.0           0.00
## 25457                       San Francisco, CA               1.0           1.00
## 25459                          Richardson, TX               1.0           1.00
## 25467                       San Francisco, CA               7.0           1.00
## 25470                              Helena, MT               4.0           4.00
## 25471                              Austin, TX              10.0           1.00
## 25474           Edinburgh, SC, United Kingdom               4.0           4.00
## 25478                       Mountain View, CA              11.0           5.00
## 25480                             Chicago, IL               1.0           1.00
## 25483                   Vancouver, BC, Canada               8.0           8.00
## 25484                             Redmond, WA              12.0          12.00
## 25486                     Fort Lauderdale, FL               0.0           0.00
## 25487                          Menlo Park, CA               2.0           2.00
## 25489                            San Jose, CA               4.0           4.00
## 25490                         Minneapolis, MN               0.0           0.00
## 25495                          Menlo Park, CA              11.0           0.00
## 25496                            Johnston, RI               1.0           1.00
## 25501                             Seattle, WA              18.0          15.00
## 25505                    Bangalore, KA, India               8.0           0.00
## 25506                    Bangalore, KA, India               9.0           4.00
## 25509                          Menlo Park, CA               0.0           0.00
## 25513                    Hyderabad, AP, India              10.0           3.00
## 25515                             Seattle, WA               3.0           3.00
## 25516                         Santa Clara, CA               3.0           1.00
## 25521                              Goshen, IN              15.0           2.00
## 25522                       San Francisco, CA               5.0           0.00
## 25523                             Atlanta, GA               7.0           1.00
## 25526                            New York, NY               3.0           0.00
## 25533                       San Francisco, CA               3.0           3.00
## 25536                             Seattle, WA               5.0           5.00
## 25539              Amsterdam, NH, Netherlands              15.0           2.00
## 25540                       San Francisco, CA               2.0           2.00
## 25543                            San Jose, CA              12.0           2.00
## 25549                            San Jose, CA              13.0           2.00
## 25552                          Washington, DC               1.0           1.00
## 25554                             Seattle, WA               4.0           4.00
## 25561              London, EN, United Kingdom               2.0           0.00
## 25562                         Los Angeles, CA               1.0           0.00
## 25566                           Sunnyvale, CA              12.0           2.00
## 25567                              Austin, TX              15.0           1.00
## 25568                          Wilmington, DE               5.0           5.00
## 25569                              Austin, TX               5.0           0.00
## 25574                       Mountain View, CA              15.0          10.00
## 25575                         San Antonio, TX              10.0           4.00
## 25578                         Bentonville, AR              15.0           5.00
## 25582                              Boston, MA               4.0           3.00
## 25584                           Cambridge, MA               0.0           0.00
## 25588                               Plano, TX               3.0           1.00
## 25590                    Waterloo, ON, Canada               1.0           1.00
## 25591                              Irvine, CA               7.0           0.00
## 25592              London, EN, United Kingdom              15.0           0.00
## 25600                             Seattle, WA              20.0           6.00
## 25602                             Seattle, WA              13.0           5.00
## 25603                             Seattle, WA               1.0           1.00
## 25606                              Denver, CO               2.0           2.00
## 25607                              Irvine, CA               5.0           5.00
## 25608                       San Francisco, CA               5.0           0.00
## 25612                        Philadelphia, PA               6.0           1.00
## 25613                       San Francisco, CA               2.0           2.00
## 25617                         Santa Clara, CA               5.0           5.00
## 25618                             Redmond, WA              19.0          14.00
## 25621                          Wilmington, DE              13.0           4.00
## 25622                           Arlington, VA               1.0           1.00
## 25626                       San Francisco, CA               7.0           0.00
## 25627                       San Francisco, CA               2.0           2.00
## 25630                       Mountain View, CA               4.0           0.00
## 25632                             Chicago, IL               3.0           0.00
## 25634                         Los Angeles, CA               5.0           2.00
## 25638                             Seattle, WA               2.0           2.00
## 25639          Birmingham, EN, United Kingdom               1.0           1.00
## 25642                             Seattle, WA               5.0           3.00
## 25643                            San Jose, CA               5.0           5.00
## 25644                           San Diego, CA               2.0           2.00
## 25646                    Bengaluru, KA, India               4.0           4.00
## 25647                       San Francisco, CA               2.0           2.00
## 25648                    Bengaluru, KA, India               7.0           2.00
## 25649                       Mountain View, CA               2.0           0.00
## 25650              London, EN, United Kingdom               9.0           4.00
## 25651                           Cupertino, CA               2.0           2.00
## 25653                    Bangalore, KA, India               5.0           4.00
## 25654                Singapore, SG, Singapore               8.0           1.00
## 25657                       San Francisco, CA               0.0           0.00
## 25659                        Philadelphia, PA               4.0           4.00
## 25660                           Cupertino, CA               6.0           1.00
## 25662                            San Jose, CA               5.0           2.00
## 25663                             Seattle, WA               5.0           5.00
## 25665                            Portland, OR              20.0          10.00
## 25669                          Washington, DC               1.0           1.00
## 25670                            San Jose, CA               6.0           2.00
## 25671                            San Jose, CA              18.0           4.00
## 25675                       Mountain View, CA              28.0           2.00
## 25689                           Cupertino, CA               8.0           3.00
## 25690                       San Francisco, CA               7.0           7.00
## 25691                           San Bruno, CA               1.0           1.00
## 25692                         Los Angeles, CA               7.0           2.00
## 25694                         Santa Clara, CA               7.0           3.00
## 25698                          Middletown, NJ              12.0           6.00
## 25699                              Boston, MA               1.0           1.00
## 25701                            New York, NY               6.0           6.00
## 25703                           San Diego, CA               6.0           1.00
## 25704                           Cupertino, CA              10.0           3.00
## 25709                             Redmond, WA              10.0           4.00
## 25714                           Charlotte, NC               1.0           1.00
## 25716                             Oakland, CA               8.0           4.00
## 25721                             Seattle, WA              10.0           0.00
## 25726                            New York, NY              10.0           1.00
## 25727                            Campbell, CA               5.0           2.00
## 25729                    Bangalore, KA, India               1.0           1.00
## 25734                       San Francisco, CA               3.0           1.00
## 25738                            New York, NY               3.0           0.00
## 25741                                Ames, IA               6.0           6.00
## 25745                    Bangalore, KA, India               6.0           3.00
## 25746                         Pune, MH, India               1.0           1.00
## 25747                            New York, NY               4.0           2.00
## 25749                       Mountain View, CA               2.0           0.00
## 25752                    Bangalore, KA, India               8.0           0.00
## 25753                       Mountain View, CA               9.0           3.00
## 25757                         Santa Clara, CA               2.0           2.00
## 25759              Amsterdam, NH, Netherlands              15.0           8.00
## 25762              London, EN, United Kingdom              20.0           3.00
## 25763                             Everett, WA               3.0           2.00
## 25766                             Redmond, WA               2.0           2.00
## 25767                             Redmond, WA               0.0           0.00
## 25768                            New York, NY               2.0           0.00
## 25779                             Redmond, WA               0.0           0.00
## 25780                       Mountain View, CA               8.0           3.00
## 25786                           Cambridge, MA               0.0           0.00
## 25788                       San Francisco, CA               5.0           1.00
## 25790                            New York, NY               0.0           0.00
## 25791                             Seattle, WA               0.0           0.00
## 25792                            New York, NY               0.0           0.00
## 25793                       San Francisco, CA               1.0           1.00
## 25795                     Rolling Meadows, IL               4.0           4.00
## 25798                           Arlington, VA               4.0           1.00
## 25807                             Seattle, WA               4.0           0.00
## 25808                       San Francisco, CA              20.0           5.00
## 25809                             Seattle, WA               4.0           4.00
## 25813                            San Jose, CA               8.0           8.00
## 25814                       Mountain View, CA               5.0           0.00
## 25815                       Mountain View, CA               0.0           0.00
## 25816                           Cupertino, CA               2.0           1.00
## 25817                         Morrisville, NC               4.0           0.00
## 25819                            San Jose, CA              10.0           2.00
## 25821                       San Francisco, CA               6.0           2.00
## 25824                              Summit, NJ              10.0           5.00
## 25828                              Denver, CO               1.0           0.00
## 25831                             Seattle, WA               3.0           0.00
## 25834                            Kirkland, WA              12.0           1.00
## 25837                       San Francisco, CA               0.0           0.00
## 25838                         Bentonville, AR               3.0           1.00
## 25841                             Seattle, WA               1.0           1.00
## 25845                             Seattle, WA               7.0           0.00
## 25846                    Bangalore, KA, India               0.0           0.00
## 25847                          Washington, DC               3.0           3.00
## 25855                    Bangalore, KA, India               1.0           1.00
## 25860                            Bellevue, WA               0.0           0.00
## 25861                       Mountain View, CA               6.0           1.00
## 25862                             Boulder, CO               7.0           6.00
## 25865                    Bangalore, KA, India               3.0           0.00
## 25869                             Seattle, WA               9.0           4.00
## 25872                             Redmond, WA               0.0           0.00
## 25873                       Oklahoma City, OK               1.0           1.00
## 25874                              Reston, VA               2.0           0.00
## 25878                       San Francisco, CA              12.0           6.00
## 25879                             Redmond, WA              22.0          22.00
## 25880                             Seattle, WA              14.0          11.00
## 25882                          Pittsburgh, PA               5.0           3.00
## 25885                             Raleigh, NC               5.0           2.00
## 25886                           Cupertino, CA               0.0           0.00
## 25890                             Seattle, WA               1.0           0.00
## 25891                            New York, NY              12.0           8.00
## 25893                       San Francisco, CA               9.0           3.00
## 25896                            Mckinney, TX              11.0           3.00
## 25898                       San Francisco, CA              10.0           5.00
## 25900                         Santa Clara, CA               5.0           2.00
## 25908                           Palo Alto, CA              13.0           0.00
## 25909                         Santa Clara, CA              20.0          10.00
## 25915                       Mountain View, CA              12.0           2.00
## 25917                              Austin, TX              20.0          13.00
## 25920                             Ashburn, VA               1.0           0.00
## 25922                       San Francisco, CA               7.0           5.00
## 25927                             Redmond, WA               2.0           0.00
## 25929                       San Francisco, CA              10.0           8.00
## 25930                           Cupertino, CA               6.0           0.00
## 25933                             Seattle, WA              10.0           6.00
## 25934                         Santa Clara, CA               4.0           1.00
## 25936                              Austin, TX              15.0           6.00
## 25937                        Delhi, DL, India              14.0           1.00
## 25939                    Bangalore, KA, India              15.0           3.00
## 25941                      Gurgaon, HR, India               1.0           1.00
## 25947                              Boston, MA               3.0           2.00
## 25949                            New York, NY              10.0           2.00
## 25955                        Poughkeepsie, NY               3.0           2.00
## 25960                             Houston, TX               1.0           1.00
## 25967                              Boston, MA               0.0           0.00
## 25968                       San Francisco, CA               4.0           0.00
## 25969                       Mumbai, MH, India               0.0           0.00
## 25973                             Seattle, WA               7.0           0.00
## 25977                       San Francisco, CA               5.0           3.00
## 25978                        Santa Monica, CA               5.0           0.00
## 25981                         Los Angeles, CA               7.0           2.00
## 25984                           Sunnyvale, CA               3.0           0.00
## 25988                            San Jose, CA               4.0           4.00
## 25989                    Bengaluru, KA, India               1.0           1.00
## 25990                           Cupertino, CA               2.0           0.00
## 25991                            New York, NY               2.0           0.00
## 26000                           Palo Alto, CA               3.0           1.00
## 26002                        Redwood City, CA               2.0           2.00
## 26007                       San Francisco, CA               3.0           2.00
## 26008                    Tel Aviv, TA, Israel               1.0           1.00
## 26009                             Seattle, WA              20.0           1.00
## 26011                             Fairfax, VA              10.0           8.00
## 26012                     Dublin, DN, Ireland               5.0           3.00
## 26013                    Hyderabad, TS, India               0.0           0.00
## 26018                       Mountain View, CA               1.0           1.00
## 26019                              Spring, TX               0.0           0.00
## 26025                         Santa Clara, CA               5.0           2.00
## 26026                           San Diego, CA              10.0           3.00
## 26028                             Seattle, WA               1.0           1.00
## 26035                              Austin, TX               0.0           0.00
## 26037                             Phoenix, AZ               0.0           0.00
## 26043                         Los Angeles, CA              10.0           0.00
## 26047                             Seattle, WA               5.0           1.00
## 26050                             Redmond, WA              10.0           8.00
## 26052                                Lehi, UT               5.0           2.00
## 26057                       Mountain View, CA              14.0           2.00
## 26058                             Seattle, WA              11.0           0.00
## 26059                         Los Angeles, CA              25.0           8.00
## 26060                              Boston, MA              15.0           0.00
## 26069                         Los Angeles, CA              15.0           9.00
## 26070                       San Francisco, CA               0.0           0.00
## 26074                    Hyderabad, TS, India              14.0          11.00
## 26077                             Seattle, WA               2.0           0.00
## 26082              London, EN, United Kingdom               9.0           3.00
## 26083                           Los Gatos, CA               3.0           3.00
## 26086                        Grand Rapids, MI              14.0           7.00
## 26091                    Bangalore, KA, India               4.0           0.00
## 26092              London, EN, United Kingdom               3.0           3.00
## 26094                             Oakland, CA               2.0           1.00
## 26096                           Sunnyvale, CA               0.0           0.00
## 26097                           San Diego, CA               5.0           0.00
## 26102                         Minneapolis, MN               2.0           0.00
## 26105                           Beaverton, OR               3.0           1.00
## 26106                    Bengaluru, KA, India              10.0           5.00
## 26107                       San Francisco, CA               2.0           0.00
## 26108                             Detroit, MI               5.0           0.00
## 26115                             Phoenix, AZ               2.0           2.00
## 26117                           Cupertino, CA              12.0           1.00
## 26119                     Markham, ON, Canada               4.0           3.00
## 26120                     Fort Lauderdale, FL               3.0           3.00
## 26123                           Cupertino, CA               4.0           2.00
## 26132              London, EN, United Kingdom               3.0           2.00
## 26136              London, EN, United Kingdom               2.0           2.00
## 26137                 Mississauga, ON, Canada               2.0           1.00
## 26139                    Bengaluru, KA, India               7.0           1.00
## 26142                              Denver, CO               2.0           2.00
## 26143                              Folsom, CA              20.0           4.00
## 26146                               Plano, TX               1.0           0.00
## 26150                             Chicago, IL               2.0           2.00
## 26152             Cape Town, WC, South Africa              10.0           5.00
## 26154                           Los Gatos, CA               7.0           2.00
## 26155                       Mountain View, CA              10.0           2.00
## 26158                          Menlo Park, CA               6.0           4.00
## 26159                              Reston, VA               4.0           1.00
## 26160                            New York, NY              10.0           2.00
## 26164                             Seattle, WA               0.0           0.00
## 26165                             Seattle, WA               2.0           0.00
## 26168                             Seattle, WA               0.0           0.00
## 26176                           San Diego, CA               1.0           1.00
## 26179                          Huntsville, AL               5.0           3.00
## 26184                       Mountain View, CA              10.0           8.00
## 26185                       San Francisco, CA               2.0           0.00
## 26186                            Skillman, NJ              13.0           3.00
## 26191                       San Francisco, CA               5.0           0.00
## 26195                          Northridge, CA               5.0           5.00
## 26198                             Chicago, IL               3.0           3.00
## 26202                             Chicago, IL               1.0           1.00
## 26205                              Verona, WI               0.0           0.00
## 26207                       San Francisco, CA              25.0           0.00
## 26208                          Menlo Park, CA              22.0           0.00
## 26209                         Los Angeles, CA               4.0           1.00
## 26211                   Sydney, NS, Australia              13.0           2.00
## 26214                              Boston, MA               1.0           1.00
## 26220                Ekaterinburg, SV, Russia               2.0           1.00
## 26221                               Plano, TX               3.0           3.00
## 26222                              Boston, MA               3.0           1.00
## 26223                              Denver, CO              21.0           1.00
## 26224                            San Jose, CA               6.0           2.00
## 26230                             Redmond, WA              16.0           8.00
## 26234                         Santa Clara, CA               4.0           4.00
## 26236                             Seattle, WA              15.0          10.00
## 26243                             Atlanta, GA               5.0           3.00
## 26246                          Washington, DC              10.0           3.00
## 26247                             Seattle, WA               7.0           1.00
## 26248                       San Francisco, CA               4.0           3.00
## 26249                     Toronto, ON, Canada               2.0           2.00
## 26250                              Austin, TX               7.0           7.00
## 26251                           Sunnyvale, CA               4.0           4.00
## 26252                            New York, NY               7.0           4.00
## 26257                       San Francisco, CA               6.0           2.00
## 26260                     Berlin, BE, Germany               3.0           0.00
## 26263                           Cupertino, CA               4.0           0.00
## 26264                             Seattle, WA               2.0           0.00
## 26268                             Houston, TX               3.0           3.00
## 26269                       San Francisco, CA               8.0           4.00
## 26270                           Palo Alto, CA              14.0           1.00
## 26275                             Atlanta, GA               0.0           0.00
## 26286                         Santa Clara, CA               4.0           4.00
## 26289                       San Francisco, CA              10.0           2.00
## 26292                       Mountain View, CA              16.0           7.00
## 26294                    Bengaluru, KA, India               4.0           1.00
## 26295                            New York, NY               5.0           5.00
## 26298                           Cupertino, CA               8.0           1.00
## 26299                             Chicago, IL               5.0           1.00
## 26301                             Seattle, WA               8.0           0.00
## 26302                             Seattle, WA               8.0           0.00
## 26307                    Bangalore, KA, India               0.0           0.00
## 26308                             Alameda, CA              13.0           2.00
## 26310                    Bengaluru, KA, India               7.0           2.00
## 26311              London, EN, United Kingdom               5.0           2.00
## 26313                           Cupertino, CA              15.0           5.00
## 26314                    Bangalore, KA, India              12.0           2.00
## 26315                             Fairfax, VA               6.0           3.00
## 26316                              Austin, TX               4.0           4.00
## 26317                    Hyderabad, TS, India               3.0           3.00
## 26323                            New York, NY               5.0           2.00
## 26324                    Bangalore, KA, India              12.0           1.00
## 26328                              Austin, TX              10.0           6.00
## 26333                         Los Angeles, CA              15.0           5.00
## 26334                            New York, NY               8.0           1.00
## 26337                             Seattle, WA              15.0          13.00
## 26345                           Palo Alto, CA               2.0           2.00
## 26347                             Redmond, WA              15.0           8.00
## 26348                              Boston, MA              10.0           2.00
## 26351                              Austin, TX               9.0           2.00
## 26352                            New York, NY              15.0           5.00
## 26354                      Chennai, TN, India               4.0           4.00
## 26357                           Palo Alto, CA               4.0           4.00
## 26358                           Palo Alto, CA               2.0           0.00
## 26361                              Austin, TX               3.0           0.00
## 26362                              Boston, MA               8.0           0.00
## 26364                           Cupertino, CA               5.0           5.00
## 26366                              Vienna, VA               1.0           1.00
## 26367                             Seattle, WA               8.0           1.00
## 26370                             Seattle, WA               4.0           1.00
## 26372                              Newark, NJ              21.0          12.00
## 26376                             Redmond, WA              13.0           5.00
## 26377                              Boston, MA              15.0           8.00
## 26379                         Santa Clara, CA               4.0           4.00
## 26381                         Santa Clara, CA               4.0           4.00
## 26384                            New York, NY              18.0           4.00
## 26385                               Plano, TX               2.0           2.00
## 26390                            New York, NY               3.0           1.00
## 26391                            New York, NY               2.0           0.00
## 26392                            New York, NY               2.0           0.00
## 26394                           Sunnyvale, CA              12.0           4.00
## 26399                       San Francisco, CA               6.0           1.00
## 26410                               Plano, TX               0.0           0.00
## 26413                              Irvine, CA              15.0           6.00
## 26417                          Goa, GA, India               4.0           2.00
## 26421                           Cambridge, MA               2.0           0.00
## 26423                              Boston, MA               6.0           0.00
## 26425                          Menlo Park, CA               1.0           1.00
## 26426                           Arlington, VA               6.0           6.00
## 26428                            New York, NY               9.0           2.00
## 26429                        Redwood City, CA              21.0           1.00
## 26431                       Mountain View, CA              21.0           0.00
## 26436                         Minneapolis, MN               3.0           1.00
## 26438                            New York, NY              10.0           6.00
## 26447                       Paris, IL, France               3.0           0.00
## 26448                             Seattle, WA               7.0           0.00
## 26451                            New York, NY               5.0           1.00
## 26452                       Mountain View, CA               0.0           0.00
## 26453                              Boston, MA               4.0           1.00
## 26455                              Austin, TX               7.0           0.00
## 26457                          Menlo Park, CA               6.0           0.00
## 26460                             Seattle, WA               1.0           1.00
## 26466                            Portland, OR               6.0           2.00
## 26467                           Cupertino, CA              11.0           0.00
## 26476                       San Francisco, CA               7.0           1.00
## 26478                              Reston, VA               3.0           0.00
## 26487                             Redmond, WA               0.0           0.00
## 26489                            New York, NY              14.0           4.00
## 26490                               Boone, NC              16.0          11.00
## 26491                              Denver, CO               0.0           0.00
## 26502                          Round Rock, TX              15.0          10.00
## 26505                       San Francisco, CA              20.0           0.00
## 26506                             Seattle, WA              10.0           2.00
## 26509                          Menlo Park, CA              30.0           0.00
## 26513                       San Francisco, CA               1.0           1.00
## 26515                          Menlo Park, CA               0.0           0.00
## 26519                       San Francisco, CA               2.0           1.00
## 26526                            New York, NY              10.0           1.00
## 26527                           San Mateo, CA               2.0           1.00
## 26530           Guildford, EN, United Kingdom               5.0           3.00
## 26531                             Seattle, WA               4.0           0.00
## 26533                              Dallas, TX              17.0           6.00
## 26535                         Santa Clara, CA              15.0          15.00
## 26540                       San Francisco, CA               6.0           1.00
## 26544                         Jersey City, NJ              13.0           2.00
## 26545                       Mountain View, CA              17.0           8.00
## 26549                     Toronto, ON, Canada               5.0           1.00
## 26551                       San Francisco, CA               5.0           2.00
## 26553                             Mc Lean, VA               3.0           2.00
## 26554                              Austin, TX               2.0           0.00
## 26557                       San Francisco, CA              10.0           3.00
## 26561                    Hyderabad, AP, India               0.0           0.00
## 26562                           Palo Alto, CA               2.0           0.00
## 26563                              Boston, MA               5.0           1.00
## 26565                           San Diego, CA              20.0           1.00
## 26568                             Seattle, WA               8.0           2.00
## 26569                             Houston, TX               0.0           0.00
## 26570                            New York, NY              12.0           8.00
## 26579                          Washington, DC               2.0           2.00
## 26581                           Palo Alto, CA               5.0           0.00
## 26588                           Cupertino, CA               5.0           0.00
## 26590                             Madison, WI               0.0           0.00
## 26594                           Palo Alto, CA               6.0           3.00
## 26595                          Washington, DC               4.0           4.00
## 26600                           Cupertino, CA              17.0           8.00
## 26606                            New York, NY               2.0           0.00
## 26610                       San Francisco, CA               0.0           0.00
## 26614                         Los Angeles, CA              23.0           1.00
## 26615                         Foster City, CA               3.0           2.00
## 26617                            New York, NY              12.0          12.00
## 26618                            New York, NY               1.0           1.00
## 26625                          Portsmouth, RI               3.0           1.00
## 26626                    Bangalore, KA, India               4.0           1.00
## 26628                         Pune, MH, India               9.0           1.00
## 26629                       San Francisco, CA               3.0           0.00
## 26630                       San Francisco, CA              10.0           1.00
## 26632                             Seattle, WA              14.0           5.00
## 26634                       San Francisco, CA              18.0           2.00
## 26635                              Austin, TX               3.0           2.00
## 26638                             Seattle, WA               3.0           1.00
## 26644                         San Antonio, TX              10.0           1.00
## 26645                    Cologne, NW, Germany               7.0           0.00
## 26647                     Berlin, BE, Germany               5.0           0.00
## 26650                             Seattle, WA              12.0           3.00
## 26651                             Redmond, WA               1.0           0.00
## 26652                              Boston, AR               5.0           2.00
## 26657                              Austin, TX              13.0           1.00
## 26665                       San Francisco, CA               1.0           1.00
## 26666                Singapore, SG, Singapore              11.0           9.00
## 26670                            San Jose, CA               3.0           3.00
## 26671                             Seattle, WA               6.0           3.00
## 26672                   Vancouver, BC, Canada               1.0           1.00
## 26674                       Mountain View, CA               9.0           2.00
## 26675                             Redmond, WA               5.0           5.00
## 26686                           Sunnyvale, CA              10.0           4.00
## 26688                         Jersey City, NJ              15.0           8.00
## 26689                             Fairfax, VA              16.0           2.00
## 26690                             Seattle, WA               6.0           3.00
## 26692                              Dallas, TX               5.0           2.00
## 26693                            New York, NY              10.0           3.00
## 26701                         Los Angeles, CA              12.0           1.00
## 26704                             Seattle, WA               1.0           0.00
## 26705                             Seattle, WA               4.0           4.00
## 26706                         Santa Clara, CA              15.0           1.00
## 26707                       San Francisco, CA              10.0           1.00
## 26709                       San Francisco, CA               1.0           1.00
## 26711                             Seattle, WA              10.0           5.00
## 26712                       San Francisco, CA               6.0           3.00
## 26714                         Santa Clara, CA              10.0           5.00
## 26715                            New York, NY              10.0           5.00
## 26721                         Jersey City, NJ              13.0          13.00
## 26723                         Los Angeles, CA               4.0           0.00
## 26725                            Portland, OR              15.0           6.00
## 26728                        Redwood City, CA               2.0           1.00
## 26733                               Plano, TX              13.0           2.00
## 26734                             Redmond, WA               3.0           2.00
## 26735                              Denver, CO               0.0           0.00
## 26737                              Dallas, TX               1.0           1.00
## 26738                         San Antonio, TX               2.0           2.00
## 26740                              Boston, MA              12.0          11.00
## 26742                    Bengaluru, KA, India               8.0           2.00
## 26744                        Redwood City, CA               4.0           4.00
## 26747                     Rolling Meadows, IL               2.0           2.00
## 26748                      Moscow, MC, Russia              11.0           1.00
## 26750                             Atlanta, GA              18.0           4.00
## 26751                             Seattle, WA               9.0           1.00
## 26752                       San Francisco, CA               2.0           0.00
## 26755             Bristol, EN, United Kingdom              15.0           5.00
## 26760                     Munich, BY, Germany              10.0           0.00
## 26762                              Austin, TX               5.0           5.00
## 26763                            New York, NY               8.0           1.00
## 26765                              Durham, NC              25.0           5.00
## 26768                       San Francisco, CA               3.0           3.00
## 26769                            New York, NY               7.0           1.00
## 26770                          Saint Paul, MN               3.0           3.00
## 26774                          Menlo Park, CA               3.0           0.00
## 26776                          Menlo Park, CA               0.0           0.00
## 26779                             Redmond, WA               1.0           1.00
## 26780                       Mountain View, CA              10.0           1.00
## 26781                    Colorado Springs, CO               8.0           8.00
## 26784                            New York, NY               7.0           5.00
## 26785                             Atlanta, GA              14.0           1.00
## 26788                             Seattle, WA               5.0           3.00
## 26791                             Redmond, WA               1.0           1.00
## 26800                            Chandler, AZ              20.0          20.00
## 26803                             Seattle, WA              10.0           3.00
## 26807                             Atlanta, GA              10.0           5.00
## 26808                             Redmond, WA               3.0           1.00
## 26810                             Seattle, WA               7.0           7.00
## 26811                           Palo Alto, CA               1.0           0.00
## 26813                            New York, NY               5.0           0.00
## 26814                             Raleigh, NC              25.0          11.00
## 26815                           Cambridge, MA               9.0           7.00
## 26817                             Houston, TX               5.0           3.00
## 26821                       San Francisco, CA              18.0           7.00
## 26822                        Tokyo, TY, Japan               5.0           2.00
## 26824                   Budapest, BU, Hungary               3.0           0.00
## 26825                        Noida, UP, India               7.0           4.00
## 26827                           Cupertino, CA               5.0           1.00
## 26828                      Salt Lake City, UT               0.0           0.00
## 26830                           San Diego, CA               8.0           8.00
## 26835                           Palo Alto, CA               5.0           2.00
## 26837                       Mountain View, CA               5.0           4.00
## 26838                             Seattle, WA               3.0           0.00
## 26841                            Redlands, CA               3.0           3.00
## 26843                           Sunnyvale, CA               9.0           9.00
## 26844                            New York, NY               0.0           0.00
## 26849                            New York, NY               2.0           0.00
## 26853                          Menlo Park, CA               8.0           2.00
## 26868                    Bangalore, KA, India               8.0           7.00
## 26872                            San Jose, CA               4.0           4.00
## 26874                             Redmond, WA              15.0          13.00
## 26877                              Austin, TX              10.0           1.00
## 26878                              Boston, MA               5.0           5.00
## 26882                      Ottawa, ON, Canada               1.0           0.00
## 26886                             Seattle, WA               3.0           3.00
## 26887                             Redmond, WA              15.0           9.00
## 26889                         Santa Clara, CA               3.0           0.00
## 26890                         Jersey City, NJ               2.0           2.00
## 26897                             Seattle, WA               3.0           3.00
## 26899                           Palo Alto, CA               2.0           1.00
## 26901                       San Francisco, CA              15.0          14.00
## 26903                          Boxborough, MA               2.0           2.00
## 26905                           Cupertino, CA               4.0           3.00
## 26908                              Folsom, CA               5.0           5.00
## 26910                              Boston, MA               5.0           1.00
## 26913                       Mountain View, CA              18.0           7.00
## 26914                           Sunnyvale, CA              23.0           4.00
## 26917                              Boston, MA              12.0           0.00
## 26924                       San Francisco, CA               6.0           4.00
## 26925                            New York, NY              10.0           2.00
## 26933                            New York, NY               3.0           0.00
## 26935                             Redmond, WA              21.0           2.00
## 26936                         Santa Clara, CA               8.0           0.00
## 26937                             Seattle, WA              20.0           5.00
## 26939                             Seattle, WA               3.0           3.00
## 26941                            San Jose, CA               2.0           0.00
## 26945                               Plano, TX               3.0           3.00
## 26947                       San Francisco, CA               5.0           3.00
## 26950                             Redmond, WA               0.0           0.00
## 26958                             Seattle, WA               8.0           0.00
## 26959                       San Francisco, CA               4.0           1.00
## 26963                               Plano, TX               3.0           1.00
## 26965                              Helena, MT               2.0           2.00
## 26970                             Seattle, WA               3.0           0.00
## 26973                            New York, NY               3.0           0.00
## 26974                            Portland, OR              13.0           7.00
## 26975                            Bellevue, WA               5.0           3.00
## 26981                             Houston, TX              15.0           2.00
## 26984                         Santa Clara, CA               3.0           0.00
## 26985                             Redmond, WA              13.0          13.00
## 26986                           Sunnyvale, CA               5.0           3.00
## 26991                           Cupertino, CA              16.0           5.00
## 26992                             Seattle, WA               4.0           2.00
## 26993                            Kirkland, WA               3.0           3.00
## 26994                             Seattle, WA               7.0           7.00
## 26996                             Redmond, WA               2.0           0.00
## 26999                  Bucharest, BU, Romania              13.0           4.00
## 27000                     Dublin, DN, Ireland               5.0           1.00
## 27003                             Seattle, WA               2.0           2.00
## 27007                    Belgrade, SR, Serbia              20.0           6.00
## 27013              London, EN, United Kingdom               7.0           0.00
## 27016                    Hyderabad, AP, India               7.0           3.00
## 27018                     Braga, BR, Portugal               7.0           7.00
## 27022                             Redmond, WA              14.0           5.00
## 27023                          Menlo Park, CA               1.0           0.00
## 27024                            New York, NY               1.0           1.00
## 27025                              Natick, MA               2.0           2.00
## 27028                            New York, NY               3.0           1.00
## 27030                           Charlotte, NC               8.0           8.00
## 27033                             Seattle, WA               8.0           1.00
## 27035                             Seattle, WA               2.0           2.00
## 27036                          Menlo Park, CA              12.0           1.00
## 27038                     Toronto, ON, Canada              10.0           7.00
## 27040                         Los Angeles, CA               9.0           7.00
## 27045              London, EN, United Kingdom               5.0           2.00
## 27047                            New York, NY               2.0           2.00
## 27048                             Redmond, WA               3.0           3.00
## 27053                             Seattle, WA               3.0           3.00
## 27054                            San Jose, CA               1.0           1.00
## 27055                        Redwood City, CA               8.0           8.00
## 27056                     Dublin, DN, Ireland              20.0           4.00
## 27057                             Redmond, WA              12.0          12.00
## 27060                          Pleasanton, CA              12.0           4.00
## 27062                             Seattle, WA               7.0           0.00
## 27063                         Los Angeles, CA               5.0           2.00
## 27067                             Seattle, WA              12.0           1.00
## 27068                          Menlo Park, CA               7.0           0.00
## 27070                            Portland, OR              20.0           3.00
## 27071                             Seattle, WA               3.0           2.00
## 27073                             Seattle, WA               2.0           1.00
## 27080                             Seattle, WA               7.0           3.00
## 27081                             Fremont, CA               3.0           0.00
## 27084                            San Jose, CA               7.0           3.00
## 27088                       San Francisco, CA               9.0           0.00
## 27091                             Redmond, WA               5.0           5.00
## 27097                           Palo Alto, CA              16.0           7.00
## 27100                             Redmond, WA              11.0           3.00
## 27101                       Mountain View, CA               3.0           0.00
## 27103                         Los Angeles, CA               7.0           2.00
## 27108                           Cupertino, CA              11.0          11.00
## 27118                            New York, NY               1.0           1.00
## 27124                             Chicago, IL              14.0           6.00
## 27126                       Kiev, KC, Ukraine               3.0           2.00
## 27128                           Arlington, VA               2.0           0.00
## 27134                           Cupertino, CA               4.0           0.00
## 27135                              Boston, MA              15.0           1.00
## 27136              London, EN, United Kingdom               5.0           2.00
## 27139                           Hawthorne, CA               3.0           3.00
## 27143                             Seattle, WA               7.0           4.00
## 27144                            New York, NY               3.0           3.00
## 27146                       Mumbai, MH, India               4.0           1.00
## 27151                       Mountain View, CA              10.0           7.00
## 27154                       San Francisco, CA               5.0           1.00
## 27156                             Seattle, WA              10.0           6.00
## 27158                           San Diego, CA               1.0           1.00
## 27159                            New York, NY               5.0           0.00
## 27162                             Redmond, WA              25.0          14.00
## 27163                          Menlo Park, CA               3.0           3.00
## 27164                             Chicago, IL               3.0           1.00
## 27172                             Seattle, WA              13.0           5.00
## 27173                             Seattle, WA              10.0           5.00
## 27176                          Washington, DC               7.0           0.00
## 27177                              Austin, TX               2.0           0.00
## 27178                          Pittsburgh, PA               0.0           0.00
## 27179                             Milford, MI              23.0          20.00
## 27180                            New York, NY               3.0           1.00
## 27181                               Plano, TX               0.0           0.00
## 27182                           San Mateo, CA               1.0           1.00
## 27187              London, EN, United Kingdom               1.0           0.00
## 27192                             Redmond, WA               3.0           2.00
## 27193                          Pittsburgh, PA               3.0           3.00
## 27194                             Redmond, WA               5.0           1.00
## 27200                           Hillsboro, OR              13.0           5.00
## 27201                             Chicago, IL              11.0           6.00
## 27202                    Barcelona, CT, Spain               9.0           1.00
## 27203                           Cupertino, CA              12.0           0.00
## 27207                          Menlo Park, CA               7.0           0.00
## 27210                             Redmond, WA               6.0           0.00
## 27212                              Natick, MA               8.0           8.00
## 27213                            New York, NY               1.0           0.00
## 27214                             Seattle, WA               9.0           0.00
## 27215                            New York, NY               4.0           0.00
## 27216                           Sunnyvale, CA               5.0           4.00
## 27224                         Bentonville, AR              23.0          23.00
## 27225                            New York, NY               0.0           0.00
## 27226                             Seattle, WA              14.0           2.00
## 27228                         Minneapolis, MN              10.0           4.00
## 27231                             Redmond, WA              10.0           6.00
## 27232                             Redmond, WA               5.0           5.00
## 27233                             Redmond, WA               4.0           4.00
## 27242                       San Francisco, CA              10.0           1.00
## 27244                            New York, NY               6.0           6.00
## 27246                         Los Angeles, CA              12.0          10.00
## 27247                      Gurgaon, HR, India               3.0           0.00
## 27249              Amsterdam, NH, Netherlands              12.0           1.00
## 27252                            New York, NY               8.0           2.00
## 27260                          Menlo Park, CA               1.0           1.00
## 27264                             Seattle, WA               0.0           0.00
## 27267                            Bellevue, WA              12.0           5.00
## 27275                             Seattle, WA              10.0           2.00
## 27278                            Bellevue, WA               2.0           2.00
## 27282                             Redmond, WA               0.0           0.00
## 27285                         Los Angeles, CA               5.0           2.00
## 27286                             Seattle, WA               1.0           1.00
## 27288                        Eden Prairie, MN               5.0           3.00
## 27290                              Boston, MA               6.0           1.00
## 27292                             Seattle, WA               3.0           3.00
## 27294                      Ottawa, ON, Canada               2.0           0.00
## 27295                            New York, NY               1.0           1.00
## 27297                      Krakow, MA, Poland               6.0           3.00
## 27299                             Seattle, WA               5.0           3.00
## 27301              London, EN, United Kingdom              10.0           0.00
## 27303                     Toronto, ON, Canada              15.0           0.00
## 27305                             Redmond, WA               7.0           7.00
## 27306                           Cupertino, CA               5.0           1.00
## 27307                       San Francisco, CA              12.0           0.00
## 27309                       San Francisco, CA              10.0           1.00
## 27310                            Columbus, OH               8.0           0.00
## 27312                            Portland, OR               5.0           1.00
## 27313                           Palo Alto, CA               1.0           1.00
## 27315                          Menlo Park, CA               0.0           0.00
## 27316                             Redmond, WA               3.0           3.00
## 27318                              Dallas, TX              12.0           4.00
## 27319                            New York, NY              15.0           0.00
## 27323                       San Francisco, CA               1.0           1.00
## 27326                             Seattle, WA               4.0           2.00
## 27330                             Redmond, WA               5.0           2.00
## 27335                Singapore, SG, Singapore              12.0           6.00
## 27336                           San Diego, CA              20.0           1.00
## 27343                             Redmond, WA               0.0           0.00
## 27344                             Redmond, WA               4.0           4.00
## 27348                       San Francisco, CA               7.0           1.00
## 27350                            San Jose, CA               5.0           0.00
## 27353                            New York, NY              20.0           1.00
## 27354                         Los Angeles, CA               4.0           2.00
## 27355                             Chicago, IL               1.0           0.00
## 27356                             Redmond, WA              22.0          17.00
## 27357                            Bellevue, WA              10.0           1.00
## 27358                              Boston, MA               9.0           0.00
## 27360                       San Francisco, CA               2.0           1.00
## 27361                       San Francisco, CA               2.0           2.00
## 27363                     Toronto, ON, Canada              11.0          11.00
## 27366                    Winnipeg, MB, Canada              10.0           2.00
## 27367                             Seattle, WA              20.0           8.00
## 27368                        Redwood City, CA               9.0           9.00
## 27373                             Redmond, WA              14.0          14.00
## 27375                      Gurgaon, HR, India               4.0           0.00
## 27378                           Palo Alto, CA               4.0           0.00
## 27379                            Bellevue, WA              17.0          12.00
## 27380                              Boston, MA              12.0           2.00
## 27382                             Redmond, WA              15.0           5.00
## 27384                             Redmond, WA              16.0           9.00
## 27386                            Stamford, CT              15.0           2.00
## 27390                           Sunnyvale, CA              10.0           1.00
## 27392                              Austin, TX               0.0           0.00
## 27393                       Mountain View, CA               8.0           5.00
## 27394                          Menlo Park, CA               6.0           0.00
## 27397                       Mountain View, CA              18.0           5.00
## 27399                           Palo Alto, CA               3.0           1.00
## 27403                           Palo Alto, CA               3.0           0.00
## 27405                              Austin, TX               9.0           3.00
## 27406                     Toronto, ON, Canada               4.0           3.00
## 27409                             Seattle, WA              10.0           2.00
## 27410                          Menlo Park, CA              16.0           0.00
## 27411                               Tampa, FL              20.0           5.00
## 27417                         Los Angeles, CA              14.0           0.00
## 27420                       San Francisco, CA               7.0           1.00
## 27422                            New York, NY               9.0           5.00
## 27427                   Sydney, NS, Australia               6.0           1.00
## 27429                             Redmond, WA               6.0           3.00
## 27430                    Bangalore, KA, India               2.0           2.00
## 27432                Singapore, SG, Singapore               9.0           5.00
## 27439                             Redmond, WA               3.0           3.00
## 27442                             Phoenix, AZ               2.0           0.00
## 27446                             Raleigh, NC              12.0           4.00
## 27448                          Santa Rosa, CA               5.0           0.00
## 27451                            Bellevue, WA               2.0           2.00
## 27453                         Los Angeles, CA               6.0           3.00
## 27457                           Arlington, VA              20.0           4.00
## 27462                            New York, NY              16.0           6.00
## 27467                      Ottawa, ON, Canada               6.0           2.00
## 27468                       San Francisco, CA               6.0           0.00
## 27469                       Lviv, LV, Ukraine               4.0           3.00
## 27471                            San Jose, CA               9.0           6.00
## 27473                       San Francisco, CA               8.0           2.00
## 27474                               Mason, OH              13.0           1.00
## 27475                   Vancouver, BC, Canada               1.0           1.00
## 27478                       San Francisco, CA               4.0           0.00
## 27485                            New York, NY               2.0           2.00
## 27490                           Cupertino, CA               6.0           4.00
## 27491                             Seattle, WA               6.0           0.00
## 27492                            Portland, OR              25.0           0.00
## 27493                            San Jose, CA               7.0           1.00
## 27494                             Seattle, WA              15.0           4.00
## 27500                   Budapest, BU, Hungary               2.0           2.00
## 27504                    Hyderabad, AP, India               3.0           3.00
## 27505                    Zug, ZG, Switzerland              15.0           5.00
## 27507                             Seattle, WA               0.0           0.00
## 27508                           Arlington, VA               1.0           1.00
## 27513                    Hyderabad, TS, India              10.0           1.00
## 27515                        Delhi, DL, India               1.0           1.00
## 27525                       Mountain View, CA               5.0           0.00
## 27528                             Seattle, WA              12.0           4.00
## 27530                             Redmond, WA               4.0           4.00
## 27534                             Seattle, WA               4.0           2.00
## 27537                             Houston, TX              20.0           2.00
## 27543                           Sunnyvale, CA               3.0           2.00
## 27544                      Salt Lake City, UT               1.0           0.00
## 27546                             Seattle, WA              10.0           7.00
## 27547                       San Francisco, CA               4.0           1.00
## 27550                              Austin, TX              25.0          20.00
## 27556                       San Francisco, CA               2.0           2.00
## 27559                             Redmond, WA               8.0           7.00
## 27562                             Redmond, WA              10.0           3.00
## 27567                        Redwood City, CA              15.0           3.00
## 27569                       Basking Ridge, NJ               4.0           2.00
## 27571                              Irvine, CA               2.0           0.00
## 27573                          Washington, DC               8.0           2.00
## 27576                          Washington, DC               3.0           1.00
## 27577                          Washington, DC               2.0           0.00
## 27578                             Atlanta, GA               7.0           6.00
## 27579                       San Francisco, CA               7.0           0.00
## 27582                            New York, NY               2.0           2.00
## 27584                          Menlo Park, CA               3.0           0.00
## 27585                          Washington, DC               1.0           1.00
## 27586                       San Francisco, CA              15.0           7.00
## 27593                        Noida, UP, India              10.0          10.00
## 27594                           San Bruno, CA               4.0           1.00
## 27595                             Seattle, WA               2.0           1.00
## 27597                          Menlo Park, CA              10.0           1.00
## 27598                             Chicago, IL               4.0           4.00
## 27605                           Cupertino, CA               0.0           0.00
## 27608                             Redmond, WA               7.0           7.00
## 27609                             Seattle, WA              14.0           8.00
## 27612                             Redmond, WA               8.0           4.00
## 27614                             Seattle, WA               7.0           7.00
## 27615                             Redmond, WA               9.0           1.00
## 27621                         Kansas City, KS              10.0           6.00
## 27622                            New York, NY              14.0          10.00
## 27624                              Austin, TX               7.0           0.00
## 27626                            New York, NY               9.0           6.00
## 27628                            New York, NY              11.0           3.00
## 27634                            New York, NY               6.0           2.00
## 27635                            New York, NY               9.0           0.00
## 27637                           Sunnyvale, CA               2.0           0.00
## 27640                            New York, NY               4.0           2.00
## 27642                            New York, NY               5.0           0.00
## 27643                           Cupertino, CA               5.0           5.00
## 27645                       San Francisco, CA               3.0           3.00
## 27646                             Redmond, WA               3.0           3.00
## 27647                            New York, NY               1.0           0.00
## 27659                             Redmond, WA              16.0          15.00
## 27669                    Bengaluru, KA, India               3.0           0.00
## 27670                           Cupertino, CA               1.0           1.00
## 27672                             Seattle, WA               5.0           3.00
## 27676                         Los Angeles, CA               9.0           3.00
## 27679                            New York, NY               0.0           0.00
## 27682                             Redmond, WA               6.0           6.00
## 27685                            New York, NY              25.0           1.00
## 27686                         Bentonville, AR               4.0           1.00
## 27688                             Redmond, WA              15.0           2.00
## 27689                     Dublin, DN, Ireland               5.0           5.00
## 27690                       San Francisco, CA               8.0           2.00
## 27695                         Los Angeles, CA              20.0           1.00
## 27696                    Hyderabad, TS, India              10.0           9.00
## 27700                              Eugene, OR               1.0           1.00
## 27703                              Dallas, TX               9.0           2.00
## 27704                       San Francisco, CA               3.0           2.00
## 27705                       Mountain View, CA               4.0           2.00
## 27707                             Seattle, WA               2.0           0.00
## 27708                         Minneapolis, MN               4.0           1.00
## 27709                               Plano, TX               0.0           0.00
## 27710                              Reston, VA               3.0           0.00
## 27713                       San Francisco, CA               3.0           0.00
## 27715                              Dallas, TX               8.0           6.00
## 27718                       San Francisco, CA               7.0           2.00
## 27724                           Palo Alto, CA              15.0          13.00
## 27725                         Foster City, CA               1.0           1.00
## 27727                             Redmond, WA              13.0           2.00
## 27729                            New York, NY               9.0           7.00
## 27732                             Seattle, WA               8.0           6.00
## 27737                             Seattle, WA               9.0           4.00
## 27738                             Seattle, WA               6.0           0.00
## 27741                Singapore, SG, Singapore              10.0           2.00
## 27742                           Amsterdam, NY               8.0           2.00
## 27743                              Boston, MA               0.0           0.00
## 27745                          Menlo Park, CA              14.0           0.00
## 27751                              Denver, CO               3.0           2.00
## 27752                             Fremont, CA              10.0           3.00
## 27755              Prague, PR, Czech Republic               8.0           4.00
## 27758                         Santa Clara, CA               7.0           0.00
## 27761              London, EN, United Kingdom               5.0           0.00
## 27762                               Tempe, AZ               0.0           0.00
## 27763                       San Francisco, CA               2.0           2.00
## 27766                   Vancouver, BC, Canada               6.0           1.00
## 27770                          Washington, DC               0.0           0.00
## 27774                             Redmond, WA               7.0           1.00
## 27776                    Bangalore, KA, India               5.0           2.00
## 27777                              Austin, TX              14.0           2.00
## 27779                             Seattle, WA               1.0           1.00
## 27784                             Redmond, WA               5.0           5.00
## 27786                          Menlo Park, CA              11.0           3.00
## 27789                           Palo Alto, CA               1.0           1.00
## 27790                             Redmond, WA               8.0           7.00
## 27795                             Chicago, IL              11.0           1.00
## 27798                            New York, NY               2.0           2.00
## 27803                           Sunnyvale, CA              15.0           3.00
## 27804                              Dallas, TX              10.0           6.00
## 27809                           San Diego, CA               7.0           7.00
## 27810                              Denver, CO               6.0           0.00
## 27812                    Saratoga Springs, NY               9.0           9.00
## 27813              London, EN, United Kingdom               6.0           1.00
## 27815                             Seattle, WA               5.0           0.00
## 27818                    Hyderabad, AP, India               1.0           1.00
## 27819                             Madison, WI               1.0           1.00
## 27820                              Newark, DE               3.0           0.00
## 27821                            Bellevue, WA               1.0           1.00
## 27822                         Minneapolis, MN               3.0           1.00
## 27827                       San Francisco, CA               1.0           1.00
## 27828                             Seattle, WA              20.0           0.00
## 27829                       San Francisco, CA               6.0           1.00
## 27830                            New York, NY               7.0           1.00
## 27831                       San Francisco, CA               4.0           0.00
## 27832                             Redmond, WA               4.0           0.00
## 27839                          Menlo Park, CA               2.0           2.00
## 27841                       Mountain View, CA              13.0           7.00
## 27843                             Seattle, WA              12.0           1.00
## 27844                            New York, NY              12.0           1.00
## 27848                           Beaverton, OR              15.0           6.00
## 27849                       San Francisco, CA               4.0           4.00
## 27852                         Santa Clara, CA               6.0           0.00
## 27854                             Seattle, WA               6.0           2.00
## 27856                           Sunnyvale, CA              10.0           4.00
## 27857                             Seattle, WA               1.0           1.00
## 27859                             Seattle, WA               5.0           1.00
## 27860                     Munich, BY, Germany               5.0           0.00
## 27862                 Zurich, ZH, Switzerland              10.0           6.00
## 27863                     Porto, PO, Portugal               6.0           2.00
## 27864                     Toronto, ON, Canada              12.0           8.00
## 27869                     Porto, PO, Portugal               6.0           2.00
## 27878                    Bangalore, KA, India               5.0           3.00
## 27879                           Sunnyvale, CA               5.0           1.00
## 27881                             Seattle, WA               1.0           1.00
## 27882                              Boston, MA               7.0           4.00
## 27885                             Seattle, WA              15.0           9.00
## 27890                             Raleigh, NC              25.0          22.00
## 27891                             Redmond, WA               4.0           4.00
## 27892                             Seattle, WA               3.0           0.00
## 27893                   Vancouver, BC, Canada               7.0           4.00
## 27895                             Seattle, WA              17.0           2.00
## 27898                    Bengaluru, KA, India               0.0           0.00
## 27901                             Phoenix, AZ               3.0           1.00
## 27903                            Sterling, VA               4.0           1.00
## 27904                              Denver, CO               9.0           6.00
## 27905                             Detroit, MI               1.0           1.00
## 27906                       Mountain View, CA               4.0           4.00
## 27907                       San Francisco, CA               6.0           0.00
## 27909                       San Francisco, CA               9.0           4.00
## 27910                             Seattle, WA               6.0           6.00
## 27913                       San Francisco, CA              12.0           2.00
## 27917                              Dallas, TX               3.0           3.00
## 27920                            San Jose, CA              25.0          15.00
## 27925                       Mountain View, CA              20.0           2.00
## 27926                             Seattle, WA               2.0           2.00
## 27927                            San Jose, CA               4.0           3.00
## 27928                             Seattle, WA               0.0           0.00
## 27931                               Plano, TX               3.0           1.00
## 27932                             Chicago, IL              12.0           1.00
## 27933                Singapore, SG, Singapore               8.0           2.00
## 27934                         Los Angeles, CA              15.0           2.00
## 27936                          Washington, DC               3.0           0.00
## 27938                              Boston, MA              12.0           0.00
## 27947                          Menlo Park, CA               8.0           0.00
## 27948                           Beaverton, OR               7.0           3.00
## 27950                              Denver, CO              10.0           3.00
## 27954                         Santa Clara, CA              15.0           4.00
## 27955                    Bengaluru, KA, India              11.0           3.00
## 27958                   Vancouver, BC, Canada               6.0           0.00
## 27959                       Mountain View, CA               6.0           0.00
## 27960                            Berkeley, CA               6.0           0.00
## 27961                          Menlo Park, CA               6.0           0.00
## 27966                          Menlo Park, CA               3.0           1.00
## 27967                Singapore, SG, Singapore               5.0           0.00
## 27975                             Seattle, WA              10.0           3.00
## 27978                    Bengaluru, KA, India               1.0           1.00
## 27981                    Bangalore, KA, India               0.0           0.00
## 27984                    Bangalore, KA, India               2.0           1.00
## 27986                          Pittsburgh, PA               4.0           3.00
## 27988                           Sunnyvale, CA               7.0           5.00
## 27993                              Boston, MA               5.0           0.00
## 27995                              Reston, VA               0.0           0.00
## 27997                             Redmond, WA              12.0           0.00
## 28001                       San Francisco, CA               8.0           2.00
## 28005                         Los Angeles, CA              15.0           5.00
## 28007                         Minneapolis, MN              15.0           5.00
## 28009                   Chisinau, CE, Moldova               6.0           3.00
## 28011          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 28013                       San Francisco, CA               7.0           2.00
## 28017                         Los Angeles, CA               3.0           0.00
## 28019                       San Francisco, CA               9.0           2.00
## 28021                             Seattle, WA               9.0           2.00
## 28022                             Redmond, WA              20.0          20.00
## 28024                         Santa Clara, CA               2.0           2.00
## 28028                       San Francisco, CA              10.0           3.00
## 28033                            Berkeley, CA              23.0          14.00
## 28036                             Seattle, WA              15.0           6.00
## 28038                            New York, NY               8.0           7.00
## 28040                             Redmond, WA               1.0           1.00
## 28042                            San Jose, CA              15.0           0.00
## 28050                           Hillsboro, OR              15.0          15.00
## 28054                           Cupertino, CA              10.0           5.00
## 28055                             Seattle, WA               1.0           0.00
## 28057                      New York Mills, NY               4.0           4.00
## 28062                              Austin, TX               5.0           3.00
## 28069              Belo Horizonte, MG, Brazil               4.0           4.00
## 28073                    Hyderabad, TS, India               0.0           0.00
## 28074                            New York, NY              19.0           1.00
## 28075                             Seattle, WA               5.0           5.00
## 28080                               Miami, FL              15.0           7.00
## 28082                             Seattle, WA               1.0           1.00
## 28085                           San Bruno, CA               5.0           3.00
## 28086                       San Francisco, CA               6.0           2.00
## 28091                            Portland, OR              12.0           8.00
## 28095                             Redmond, WA               5.0           2.00
## 28096                           Cupertino, CA              19.0           3.00
## 28098                       San Francisco, CA              11.0           4.00
## 28106                           Sunnyvale, CA               0.0           0.00
## 28108                           Sunnyvale, CA               0.0           0.00
## 28109                    Bangalore, KA, India               0.0           0.00
## 28113                            San Jose, CA               2.0           2.00
## 28114                       Mountain View, CA               3.0           3.00
## 28119                       Haifa, HA, Israel               5.0           5.00
## 28124                       Haifa, HA, Israel               1.0           1.00
## 28125                       San Francisco, CA               0.0           0.00
## 28131                       San Francisco, CA               9.0           7.00
## 28135                             Seattle, WA               0.0           0.00
## 28137                             Seattle, WA               5.0           2.00
## 28138                              Natick, MA               8.0           7.00
## 28139              London, EN, United Kingdom               0.0           0.00
## 28140                       San Francisco, CA               5.0           2.00
## 28143                           Sunnyvale, CA              17.0           5.00
## 28144                             Seattle, WA              12.0           4.00
## 28146                             Seattle, WA               4.0           2.00
## 28155                             Seattle, WA               2.0           1.00
## 28159          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 28161                    Tel Aviv, TA, Israel               8.0           0.00
## 28163                       San Francisco, CA               3.0           3.00
## 28165                      Taipei, TP, Taiwan               8.0           8.00
## 28169                   Jerusalem, JM, Israel               3.0           3.00
## 28170                           Sunnyvale, CA               6.0           1.00
## 28173                   Herzliyya, TA, Israel              10.0           2.00
## 28175                       Mumbai, MH, India               1.0           1.00
## 28176                       Mountain View, CA               0.0           0.00
## 28177                      Taipei, TP, Taiwan               8.0           2.00
## 28178                Singapore, SG, Singapore              10.0           5.00
## 28179                            Bellevue, WA               5.0           1.00
## 28181                             Redmond, WA              16.0           8.00
## 28183                Petach Tikva, HM, Israel               3.0           1.00
## 28187                          El Segundo, CA               2.0           0.00
## 28188                     Porto, PO, Portugal               9.0           3.00
## 28190                         Santa Clara, CA              19.0           1.00
## 28192                             Redmond, WA              15.0          15.00
## 28193                Singapore, SG, Singapore               8.0           1.00
## 28194                      Chennai, TN, India               0.0           0.00
## 28198                      Moscow, MC, Russia              13.0           6.00
## 28200                            New York, NY               7.0           6.00
## 28201                             Chicago, IL               3.0           0.00
## 28202                             Chicago, IL              10.0           1.00
## 28205                       San Francisco, CA              10.0           4.00
## 28209                       San Francisco, CA              27.0           4.00
## 28211                    Barcelona, CT, Spain               4.0           0.00
## 28215                             Seattle, WA               5.0           1.00
## 28217                           Sunnyvale, CA               1.0           0.00
## 28218                             Seattle, WA               5.0           1.00
## 28219                         Santa Clara, CA               2.0           2.00
## 28222                         Santa Clara, CA               0.0           0.00
## 28223                           Charlotte, NC               1.0           1.00
## 28224                           Palo Alto, CA               5.0           1.00
## 28225                     Toronto, ON, Canada               0.0           0.00
## 28228                            New York, NY               8.0           2.00
## 28229                        Redwood City, CA               7.0           0.00
## 28230              Kuala Lumpur, KL, Malaysia              17.0           2.00
## 28231                              Austin, TX              12.0           5.00
## 28237                          Menlo Park, CA               0.0           0.00
## 28242                            New York, NY               3.0           2.00
## 28243                       Mountain View, CA               2.0           2.00
## 28244                       Mountain View, CA              10.0           3.00
## 28246                    Bangalore, KA, India               5.0           5.00
## 28249                             Seattle, WA               2.0           2.00
## 28250                       Mountain View, CA               0.0           0.00
## 28252                             Seattle, WA              10.0           2.00
## 28254                         Los Angeles, CA               8.0           8.00
## 28257                             Phoenix, AZ              15.0          15.00
## 28259                        Redwood City, CA               2.0           2.00
## 28260                             Seattle, WA               0.0           0.00
## 28262                           Cupertino, CA               8.0           6.00
## 28264                    Hyderabad, TS, India               4.0           4.00
## 28265                              Boston, MA              13.0           2.00
## 28266                       Mountain View, CA               1.0           0.00
## 28267                     Toronto, ON, Canada               2.0           2.00
## 28269                       Paris, IL, France               5.0           2.00
## 28271                              Boston, MA               1.0           1.00
## 28273                             Chicago, IL              12.0           1.00
## 28274                       San Francisco, CA              18.0           4.00
## 28276                          Washington, DC              12.0           1.00
## 28287                       San Francisco, CA               8.0           6.00
## 28288                             Redmond, WA              12.0           4.00
## 28290                              Austin, TX               1.0           1.00
## 28293                            San Jose, CA               6.0           2.00
## 28294                       San Francisco, CA               2.0           2.00
## 28295                        Redwood City, CA              22.0          22.00
## 28297                             Seattle, WA               3.0           3.00
## 28300                            Kirkland, WA              10.0           2.00
## 28302                    Montreal, QC, Canada              17.0          13.00
## 28303                             Redmond, WA              25.0           1.00
## 28306                            New York, NY               9.0           1.00
## 28308                             Redmond, WA               6.0           2.00
## 28311                           Hillsboro, OR              18.0          10.00
## 28315                             Chicago, IL               5.0           2.00
## 28316                              Austin, TX               8.0           4.00
## 28319                            Chandler, AZ              10.0           5.00
## 28321                            Portland, OR              10.0           8.00
## 28322                       San Francisco, CA               6.0           3.00
## 28323                             Atlanta, GA               9.0           9.00
## 28324                             Redmond, WA              12.0           1.00
## 28326                     Berlin, BE, Germany              11.0           5.00
## 28327                             Redmond, WA               0.0           0.00
## 28329                            San Jose, CA              18.0           3.00
## 28330                       San Francisco, CA              20.0          10.00
## 28332                           Palo Alto, CA               5.0           2.00
## 28333                            New York, NY               1.0           0.00
## 28337                             Chicago, IL               8.0           8.00
## 28338                            New York, NY               0.0           0.00
## 28339                           Cupertino, CA               4.0           4.00
## 28340                   Debrecen, HB, Hungary               4.0           1.00
## 28342                         Santa Clara, CA               0.0           0.00
## 28345                              Olathe, KS               2.0           2.00
## 28349                            Glendale, CA              15.0          10.00
## 28350                       San Francisco, CA               2.0           1.00
## 28351                    Tel Aviv, TA, Israel              10.0           1.00
## 28352                             Seattle, WA               2.0           0.00
## 28353                Brno, JM, Czech Republic               4.0           1.00
## 28355                    Bangalore, KA, India               1.0           1.00
## 28356            Saint Petersburg, SP, Russia               7.0           2.00
## 28357                             Antioch, TN               1.0           1.00
## 28359                             Seattle, WA               6.0           2.00
## 28360                      Moscow, MC, Russia              10.0           0.00
## 28361                           San Diego, CA              15.0           6.00
## 28362                            Bellevue, WA               5.0           2.00
## 28363                    Hyderabad, TS, India              14.0          13.00
## 28364                             Atlanta, GA               5.0           5.00
## 28368                    Bengaluru, KA, India               6.0           1.00
## 28369                           Cupertino, CA               0.0           0.00
## 28370                               Tempe, AZ               9.0           3.00
## 28372                            New York, NY               7.0           0.00
## 28373                            Milpitas, CA              10.0           4.00
## 28374                           Sunnyvale, CA               6.0           6.00
## 28378                           Sunnyvale, CA               2.0           2.00
## 28383                             Sunrise, FL               7.0           6.00
## 28384                    Bangalore, KA, India              20.0           3.00
## 28388                            San Jose, CA               7.0           2.00
## 28392                            Bellevue, WA               7.0           2.00
## 28394                     Toronto, ON, Canada              12.0          12.00
## 28397                           Palo Alto, CA              26.0           2.00
## 28398                             Redmond, WA               6.0           6.00
## 28402              London, EN, United Kingdom               4.0           1.00
## 28404                       San Francisco, CA               3.0           1.00
## 28405                             Seattle, WA               0.0           0.00
## 28406                           Sunnyvale, CA              10.0           1.00
## 28408                           Sunnyvale, CA               9.0           2.00
## 28410                             Seattle, WA              15.0           0.00
## 28417                         Santa Clara, CA               7.0           5.00
## 28420                            New York, NY               8.0           2.00
## 28421                            San Jose, CA               3.0           3.00
## 28422                       San Francisco, CA               8.0           2.00
## 28425                              Boston, MA              10.0           7.00
## 28426                             Seattle, WA               7.0           3.00
## 28427                             Seattle, WA              12.0           3.00
## 28435                          Menlo Park, CA              15.0           5.00
## 28437                             Redmond, WA               8.0           8.00
## 28445                           San Diego, CA               5.0           5.00
## 28451                             Seattle, WA              10.0           1.00
## 28452                             Seattle, WA              16.0           2.00
## 28454                    Hyderabad, TS, India               1.0           0.00
## 28455                     Dublin, DN, Ireland               5.0           2.00
## 28460                  Bucharest, BU, Romania              17.0           8.00
## 28461                     Dublin, DN, Ireland               6.0           2.00
## 28463                            New York, NY               1.0           1.00
## 28464                              Verona, WI              15.0          15.00
## 28466                   Vancouver, BC, Canada               1.0           0.00
## 28467                      Moscow, MC, Russia               1.0           1.00
## 28471              Amsterdam, NH, Netherlands              10.0           0.00
## 28474                           Cambridge, MA               5.0           1.00
## 28475              London, EN, United Kingdom               2.0           2.00
## 28477                              Austin, TX              28.0           1.00
## 28478                    Tel Aviv, TA, Israel               5.0           1.00
## 28479                          Menlo Park, CA               5.0           0.00
## 28481                Singapore, SG, Singapore               3.0           3.00
## 28483                              Irvine, CA              30.0          18.00
## 28484                    Tel Aviv, TA, Israel               7.0           2.00
## 28493              London, EN, United Kingdom               4.0           0.00
## 28494              London, EN, United Kingdom               5.0           1.00
## 28495                             St Paul, MN               4.0           1.00
## 28497                              Folsom, CA              15.0          15.00
## 28498                             Seattle, WA               9.0           3.00
## 28499                             Redmond, WA              10.0           4.00
## 28502                              Boston, MA               1.0           1.00
## 28506                          Louisville, KY              20.0           1.00
## 28508                           Cupertino, CA               7.0           1.00
## 28510                       Mountain View, CA              12.0           4.00
## 28514                       San Francisco, CA               3.0           2.00
## 28523                          Menlo Park, CA               0.0           0.00
## 28528                            San Jose, CA               5.0           3.00
## 28531                              Irvine, CA               6.0           3.00
## 28533                             Seattle, WA               1.0           1.00
## 28537                  Frankfurt, HE, Germany               7.0           3.00
## 28540                             Raleigh, NC              23.0           1.00
## 28541                       San Francisco, CA              15.0           1.00
## 28542                              Denver, CO               0.0           0.00
## 28544                             Roanoke, TX               1.0           1.00
## 28546                       San Francisco, CA              22.0           0.00
## 28547                               Plano, TX               7.0           4.00
## 28553                       Cork, CK, Ireland              13.0           3.00
## 28555                             Redmond, WA              25.0           5.00
## 28558                             Redmond, WA               2.0           2.00
## 28559                         Minneapolis, MN              12.0           2.00
## 28560                            New York, NY               9.0           2.00
## 28565                             Detroit, MI               6.0           2.00
## 28569                       San Francisco, CA               6.0           3.00
## 28571                            New York, NY              15.0           5.00
## 28572                       Paris, IL, France               9.0           8.00
## 28573                             Seattle, WA              15.0           1.00
## 28576                             Redmond, WA               0.0           0.00
## 28578                       San Francisco, CA               6.0           1.00
## 28583                          Sacramento, CA               8.0           1.00
## 28588                         Santa Clara, CA               2.0           0.00
## 28600                           Cambridge, MA               2.0           1.00
## 28602                            San Jose, CA              20.0           5.00
## 28603                               Plano, TX              12.0           1.00
## 28609                           Sunnyvale, CA              17.0          17.00
## 28610                        Poughkeepsie, NY               6.0           6.00
## 28611                       San Francisco, CA               4.0           4.00
## 28613                       San Francisco, CA               3.0           3.00
## 28615                        Redwood City, CA               8.0           3.00
## 28619                             Redmond, WA               3.0           2.00
## 28620                          Menlo Park, CA              12.0           2.00
## 28622                             Redmond, WA               2.0           2.00
## 28623                            New York, NY               3.0           3.00
## 28627                       San Francisco, CA               1.0           1.00
## 28628                        Redwood City, CA               4.0           2.00
## 28632                            Tualatin, OR               5.0           5.00
## 28638                             Seattle, WA               6.0           4.00
## 28641                             Redmond, WA              20.0           4.00
## 28645                         Los Angeles, CA               5.0           0.00
## 28647                       Mountain View, CA              20.0          20.00
## 28648                             Redmond, WA               5.0           4.00
## 28649                       San Francisco, CA              10.0           5.00
## 28655                            San Jose, CA              15.0          10.00
## 28656                           Palo Alto, CA               5.0           1.00
## 28660                             Houston, TX               2.0           0.00
## 28665                           St. Louis, MO              20.0           2.00
## 28667                             Seattle, WA               4.0           0.00
## 28668                    Bangalore, KA, India               4.0           1.00
## 28670                             Redmond, WA              15.0           2.00
## 28675                              Dallas, TX               3.0           3.00
## 28678                            New York, NY               4.0           4.00
## 28682                             Houston, TX              20.0           2.00
## 28683                          Burlington, MA              30.0           4.00
## 28686                    Hamburg, HH, Germany               8.0           8.00
## 28687                             Chicago, IL               7.0           1.00
## 28688                             Redmond, WA               6.0           4.00
## 28689                             Chicago, IL              18.0           2.00
## 28690                              Austin, TX               5.0           1.00
## 28691                              Austin, TX              11.0           1.00
## 28692                      Ottawa, ON, Canada               2.0           0.00
## 28696                       San Francisco, CA              36.0          16.00
## 28697                             Chicago, IL               6.0           3.00
## 28698                             Seattle, WA               1.0           0.00
## 28699             Reading, EN, United Kingdom              21.0           3.00
## 28700                             Houston, TX               8.0           1.00
## 28702                             Redmond, WA              28.0          28.00
## 28704                       San Francisco, CA              15.0           2.00
## 28706                            Portland, OR              35.0          23.00
## 28711                            San Jose, CA              21.0          10.00
## 28712                           Cleveland, OH               2.0           2.00
## 28713                             Seattle, WA              11.0           2.00
## 28714                             Seattle, WA               6.0           6.00
## 28727                             Redmond, WA              15.0           5.00
## 28730                       San Francisco, CA               8.0           5.00
## 28733                             Seattle, WA               2.0           2.00
## 28734                            New York, NY               6.0           3.00
## 28735                            San Jose, CA               5.0           4.00
## 28738                          Washington, DC               1.0           1.00
## 28740                         Jersey City, NJ               1.0           1.00
## 28743                             Seattle, WA              15.0           1.00
## 28744                          Menlo Park, CA               8.0           4.00
## 28745                             Seattle, WA               1.0           1.00
## 28748                         Minneapolis, MN               1.0           1.00
## 28749                          Washington, DC               8.0           4.00
## 28750                             Chicago, IL               0.0           0.00
## 28755                           Charlotte, NC              12.0           9.00
## 28763                            Bellevue, WA               6.0           1.00
## 28766                    Hyderabad, TS, India               2.0           2.00
## 28771                            Kirkland, WA              18.0           4.00
## 28772                            Kirkland, WA               4.0           2.00
## 28773                             Seattle, WA              10.0           2.00
## 28775                       San Francisco, CA              11.0           0.00
## 28776                       San Francisco, CA              10.0           2.00
## 28782                           Sunnyvale, CA               6.0           2.00
## 28784                       Mountain View, CA              10.0           4.00
## 28789                             Herndon, VA               2.0           2.00
## 28790                             Seattle, WA              12.0           5.00
## 28791                             Redmond, WA              15.0           5.00
## 28794                         Jersey City, NJ               6.0           3.00
## 28796                   Sydney, NS, Australia              11.0           1.00
## 28798                              Austin, TX               0.0           0.00
## 28799                           Sunnyvale, CA               1.0           1.00
## 28800                             Detroit, MI              18.0          13.00
## 28804                       San Francisco, CA              12.0           3.00
## 28805                            New York, NY               3.0           1.00
## 28809                       San Francisco, CA              14.0           2.00
## 28813                          Washington, DC              15.0           1.00
## 28816                             Redmond, WA              14.0          14.00
## 28820                              Boston, MA               2.0           2.00
## 28824                         Pune, MH, India              12.0           1.00
## 28832                       San Francisco, CA               4.0           1.00
## 28835                         Carpinteria, CA              16.0           2.00
## 28838                    Hyderabad, AP, India               5.0           1.00
## 28839                   Stockholm, ST, Sweden               5.0           1.00
## 28840                             Seattle, WA              10.0          10.00
## 28842                           Palo Alto, CA               7.0           7.00
## 28844                       San Francisco, CA               4.0           4.00
## 28846                    Hyderabad, TS, India              12.0          12.00
## 28847                    Bengaluru, KA, India              10.0           2.00
## 28848                     Munich, BY, Germany               6.0           1.00
## 28850                       Kiev, KC, Ukraine              15.0           3.00
## 28851                Melbourne, VI, Australia              23.0          20.00
## 28852                            Trumbull, CT              19.0           7.00
## 28853                             Ireland, IN              15.0          15.00
## 28857                       Mountain View, CA              25.0           2.00
## 28858                              Dublin, GA               6.0           4.00
## 28859                          Wilmington, DE              25.0          20.00
## 28860                      Ottawa, ON, Canada               2.0           2.00
## 28864                              Aurora, CO               2.0           0.00
## 28866                            Brooklyn, NY              11.0           1.00
## 28867                            San Jose, CA              22.0           8.00
## 28873                           St. Louis, MO               2.0           1.00
## 28876                             Raleigh, NC              20.0          10.00
## 28877                             Redmond, WA               0.0           0.00
## 28879                              Dallas, TX               1.0           0.00
## 28881                              Denver, CO               8.0           2.00
## 28883                        Indianapolis, IN               3.0           3.00
## 28884                            San Jose, CA               3.0           3.00
## 28886                          Menlo Park, CA               1.0           1.00
## 28888                             Redmond, WA               7.0           7.00
## 28890                             Bedford, MA               5.0           5.00
## 28891                             Seattle, WA               7.0           7.00
## 28895                             Atlanta, GA               6.0           2.00
## 28896                       San Francisco, CA               1.0           0.00
## 28900                             Seattle, WA               4.0           1.00
## 28901                          Menlo Park, CA              14.0           7.00
## 28905                            Kirkland, WA               9.0           4.00
## 28906                              Austin, TX               0.0           0.00
## 28910              London, EN, United Kingdom               0.0           0.00
## 28911                       San Francisco, CA               6.0           2.00
## 28914                       San Francisco, CA               1.0           1.00
## 28921                             Seattle, WA               5.0           0.00
## 28925                       San Francisco, CA               2.0           1.00
## 28928                           Cupertino, CA               3.0           1.00
## 28934                       San Francisco, CA               0.0           0.00
## 28937                              Austin, TX              23.0           5.00
## 28945                           Palo Alto, CA               8.0           0.00
## 28947                             Redmond, WA              20.0           4.00
## 28955                             Seattle, WA               0.0           0.00
## 28960                             Seattle, WA               0.0           0.00
## 28962                       San Francisco, CA               9.0           3.00
## 28965                     Toronto, ON, Canada              11.0           4.00
## 28966                        Redwood City, CA               5.0           3.00
## 28974                             Seattle, WA              20.0          10.00
## 28978                    Hyderabad, TS, India               9.0           1.00
## 28979                         Santa Clara, CA               6.0           5.00
## 28980               Auckland, AU, New Zealand              11.0           5.00
## 28983                              Boston, MA              20.0          10.00
## 28986                    Tel Aviv, TA, Israel              10.0           1.00
## 28987                           Sunnyvale, CA               7.0           3.00
## 28988                              Austin, TX               5.0           1.00
## 28994                             Seattle, WA               7.0           3.00
## 28996                            New York, NY               2.0           2.00
## 28999           Edinburgh, SC, United Kingdom               5.0           0.00
## 29001                            New York, NY               0.0           0.00
## 29003                    Bengaluru, KA, India               4.0           4.00
## 29006                          Washington, DC               4.0           4.00
## 29012                    Bangalore, KA, India              12.0           5.00
## 29014                             Phoenix, AZ              20.0           7.00
## 29015                             Waltham, MA              10.0           8.00
## 29019                   Sydney, NS, Australia               1.0           1.00
## 29020                            New York, NY              20.0           4.00
## 29021                           San Mateo, CA               0.0           0.00
## 29022                             Oakland, CA               2.0           2.00
## 29025                       Mountain View, CA               6.0           1.00
## 29027                              Boston, MA               5.0           4.00
## 29028              London, EN, United Kingdom              15.0           1.00
## 29030                             Seattle, WA              18.0          10.00
## 29032                         Bentonville, AR               2.0           0.00
## 29034                             Houston, TX              10.0           0.00
## 29035                             Seattle, WA              18.0          14.00
## 29036                             Phoenix, AZ               6.0           5.00
## 29037                           Palo Alto, CA              20.0           4.00
## 29041                       San Francisco, CA              10.0           1.00
## 29042                       San Francisco, CA              15.0           3.00
## 29044                       San Francisco, CA               6.0           2.00
## 29046                          Washington, DC              30.0           8.00
## 29047                             Seattle, WA               3.0           1.00
## 29051                             Chicago, IL               5.0           1.00
## 29054                    Bengaluru, KA, India               3.0           3.00
## 29057                            San Jose, CA               8.0           3.00
## 29060                            San Jose, CA              12.0          12.00
## 29061                              Austin, TX               3.0           3.00
## 29064              London, EN, United Kingdom               9.0           0.00
## 29065                    Bangalore, KA, India               3.0           2.00
## 29067                    Bengaluru, KA, India               2.0           2.00
## 29071                    Hyderabad, TS, India               5.0           1.00
## 29074                              Boston, MA               1.0           1.00
## 29076                    Bengaluru, KA, India               9.0           6.00
## 29077                            New York, NY               5.0           0.00
## 29079                            New York, NY               0.0           0.00
## 29082                    Bangalore, KA, India               1.0           1.00
## 29083                       San Francisco, CA               6.0           1.00
## 29084                       Mountain View, CA              10.0           2.00
## 29088                             Redmond, WA               7.0           1.00
## 29089                              Boston, MA               4.0           2.00
## 29092                            New York, NY              24.0           2.00
## 29094              Amsterdam, NH, Netherlands               6.0           2.00
## 29096                            San Jose, CA               8.0           8.00
## 29097                     Dublin, DN, Ireland               8.0           5.00
## 29100                             Seattle, WA               9.0           2.00
## 29103                             Seattle, WA              10.0           4.00
## 29118                            Bellevue, WA              12.0           0.00
## 29120                     Fort Lauderdale, FL              20.0           2.00
## 29123                        Santa Monica, CA               2.0           0.00
## 29124                             Atlanta, GA              22.0          10.00
## 29126                              Austin, TX               1.0           1.00
## 29127                          Menlo Park, CA               0.0           0.00
## 29135                    Tel Aviv, TA, Israel               2.0           1.00
## 29136                         Santa Clara, CA               5.0           1.00
## 29139                    Bengaluru, KA, India               7.0           1.00
## 29140              London, EN, United Kingdom               3.0           0.00
## 29151                           Sunnyvale, CA              10.0           2.00
## 29153                             Seattle, WA              12.0           1.00
## 29158                          Broomfield, CO              11.0           4.00
## 29162                             Seattle, WA               0.0           0.00
## 29169                   Vancouver, BC, Canada               6.0           1.00
## 29172                            New York, NY               2.0           2.00
## 29174                             Seattle, WA               4.0           1.00
## 29175                             Redmond, WA               5.0           2.00
## 29177                              Austin, TX              17.0           2.00
## 29179                             Seattle, WA              20.0           0.00
## 29181                       San Francisco, CA               3.0           0.00
## 29185                     Toronto, ON, Canada               1.0           0.00
## 29189                       San Francisco, CA               5.0           2.00
## 29192                     Toronto, ON, Canada               3.0           0.00
## 29193                           San Mateo, CA              14.0           4.00
## 29194                            San Jose, CA              12.0           5.00
## 29196                       San Francisco, CA               5.0           2.00
## 29199                      Chennai, TN, India              10.0           2.00
## 29200                             Seattle, WA               1.0           0.00
## 29208                           Sunnyvale, CA              20.0          14.00
## 29216                    Bangalore, KA, India               3.0           1.00
## 29218                      Kolkata, WB, India              14.0           5.00
## 29220                     Berlin, BE, Germany               7.0           1.00
## 29223                             Atlanta, GA               4.0           1.00
## 29224                            New York, NY               8.0           1.00
## 29225                            New York, NY               5.0           3.00
## 29227                         Santa Clara, CA               7.0           2.00
## 29228                      Taipei, TP, Taiwan              15.0          15.00
## 29230                            New York, NY               4.0           2.00
## 29231                       San Francisco, CA               1.0           1.00
## 29232              London, EN, United Kingdom               1.0           1.00
## 29234                            San Jose, CA              13.0           2.00
## 29235                            San Jose, CA               1.0           1.00
## 29237                             Boulder, CO               3.0           3.00
## 29238           Edinburgh, SC, United Kingdom              17.0           5.00
## 29239                           Cupertino, CA               3.0           2.00
## 29241                              Weston, FL               5.0           2.00
## 29243                            Redlands, CA               3.0           0.00
## 29245                              Dallas, TX               3.0           0.00
## 29248                            New York, NY               2.0           2.00
## 29249                       San Francisco, CA               0.0           0.00
## 29251                             Redmond, WA              13.0          13.00
## 29252                            New York, NY               0.0           0.00
## 29253                           San Diego, CA               4.0           4.00
## 29254                       San Francisco, CA               4.0           4.00
## 29257                           Sunnyvale, CA               2.0           1.00
## 29260                              Irvine, CA               6.0           3.00
## 29264                              Austin, TX               3.0           3.00
## 29265                              Irvine, CA              10.0           2.00
## 29269                    Hyderabad, AP, India               0.0           0.00
## 29272                         Los Angeles, CA               8.0           2.00
## 29273                         Jersey City, NJ               7.0           1.00
## 29275                             Seattle, WA              10.0           2.00
## 29277                       Mountain View, CA               3.0           0.00
## 29280                             Redmond, WA              40.0          20.00
## 29281                             Seattle, WA              15.0           5.00
## 29282                           Palo Alto, CA               5.0           0.00
## 29286                       Madrid, MD, Spain               1.0           0.00
## 29289                             Seattle, WA               4.0           1.00
## 29293                           San Diego, CA               3.0           1.00
## 29296                    Bengaluru, KA, India               2.0           0.00
## 29297                         San Antonio, TX               9.0           9.00
## 29300                             Seattle, WA              15.0           2.00
## 29303                              Boston, MA               5.0           1.00
## 29305                            New York, NY              13.0          12.00
## 29307                Singapore, SG, Singapore               5.0           2.00
## 29310                           Sunnyvale, CA              15.0          15.00
## 29315                             Seattle, WA               0.0           0.00
## 29319                             Redmond, WA              11.0           2.00
## 29323                           Sunnyvale, CA               3.0           3.00
## 29324                           San Diego, CA              15.0           4.00
## 29326                             Seattle, WA               2.0           1.00
## 29329                              Boston, MA               4.0           3.00
## 29330                            Redlands, CA              15.0          15.00
## 29334                           Sunnyvale, CA               7.0           5.00
## 29336                      Chennai, TN, India               8.0           2.00
## 29340                    Bangalore, KA, India               4.0           4.00
## 29343                    Barcelona, CT, Spain               6.0           4.00
## 29344                    Bangalore, KA, India              10.0           3.00
## 29349                     Dublin, DN, Ireland               0.0           0.00
## 29351              London, EN, United Kingdom               8.0           0.00
## 29352            Hatfield, EN, United Kingdom               1.0           1.00
## 29359                             Redmond, WA              20.0           6.00
## 29365                              Irvine, CA              19.0           8.00
## 29370                             Redmond, WA               3.0           3.00
## 29373                       San Francisco, CA               5.0           3.00
## 29379                            New York, NY               2.0           0.00
## 29382                            New York, NY              20.0           0.00
## 29388                            Manassas, VA               1.0           0.00
## 29390                           Baltimore, MD               6.0           0.00
## 29391                     Toronto, ON, Canada               5.0           1.00
## 29394                            San Jose, CA               2.0           2.00
## 29400                   Herzliyya, TA, Israel              10.0           1.00
## 29404                             Chicago, IL               3.0           3.00
## 29405                          Washington, DC               4.0           4.00
## 29406                            New York, NY               2.0           1.00
## 29410                             Seattle, WA               0.0           0.00
## 29412                            New York, NY               1.0           1.00
## 29415                            New York, NY               4.0           0.00
## 29416                             Seattle, WA               3.0           0.00
## 29419                       San Francisco, CA              13.0           3.00
## 29421                       San Francisco, CA               5.0           2.00
## 29422                       San Francisco, CA               2.0           1.00
## 29423                          Washington, DC               2.0           2.00
## 29425                             Seattle, WA              14.0           4.00
## 29426                            San Jose, CA               2.0           0.00
## 29428                              Boston, MA               5.0           5.00
## 29429                            Bellevue, WA               0.0           0.00
## 29430                          El Segundo, CA               1.0           1.00
## 29437                           Charlotte, NC               9.0           5.00
## 29441                         Los Angeles, CA               7.0           2.00
## 29442                               Plano, TX              15.0           9.00
## 29448                            New York, NY               6.0           3.00
## 29449                            New York, NY               7.0           7.00
## 29450                             Redmond, WA               5.0           1.00
## 29453                    Hyderabad, TS, India               2.0           2.00
## 29455                             Redmond, WA               4.0           0.00
## 29458                           Sunnyvale, CA               2.0           0.00
## 29459                            San Jose, CA              10.0           3.00
## 29463                    Bangalore, KA, India              11.0           4.00
## 29464                     Berlin, BE, Germany               3.0           1.00
## 29465                    Hyderabad, AP, India               7.0           0.00
## 29471                     Fort Lauderdale, FL               2.0           0.00
## 29472                            New York, NY               5.0           3.00
## 29473                         Santa Clara, CA               4.0           4.00
## 29474              London, EN, United Kingdom               0.0           0.00
## 29475                    Bengaluru, KA, India               1.0           1.00
## 29477                            New York, NY               7.0           1.00
## 29480                           Beaverton, OR               6.0           6.00
## 29483                             Seattle, WA               3.0           3.00
## 29485                           Nashville, TN               7.0           1.00
## 29489                          Morgantown, WV              18.0           5.00
## 29490                            Campbell, CA              12.0          11.00
## 29496                     Dublin, DN, Ireland               3.0           1.00
## 29500                             Redmond, WA               5.0           1.00
## 29501                            Brooklyn, NY               4.0           1.00
## 29502                        Indianapolis, IN               4.0           4.00
## 29506                           Cambridge, MA               3.0           0.00
## 29508                             Redmond, WA              30.0          20.00
## 29509                    Bengaluru, KA, India               2.0           1.00
## 29510                             Redmond, WA              22.0          17.00
## 29513                             Raleigh, NC              25.0           3.00
## 29515                       San Francisco, CA               0.0           0.00
## 29521                              Boston, MA               6.0           1.00
## 29522                       Oklahoma City, OK               5.0           0.00
## 29524                            Kirkland, WA              25.0           1.00
## 29528                    Waterloo, ON, Canada               3.0           1.00
## 29529                           Sunnyvale, CA              39.0           2.00
## 29530                            New York, NY               1.0           1.00
## 29532                              Austin, TX              18.0           3.00
## 29533                         Los Angeles, CA               6.0           2.00
## 29535                     Dublin, DN, Ireland              11.0           8.00
## 29536                             Seattle, WA              11.0           3.00
## 29541                         Schenectady, NY               5.0           5.00
## 29543                        Philadelphia, PA               3.0           1.00
## 29544                          Pittsburgh, PA               4.0           1.00
## 29548                         Bridgewater, NJ               5.0           4.00
## 29552                       San Francisco, CA               5.0           3.00
## 29553                       San Francisco, CA               5.0           0.00
## 29557                       San Francisco, CA               2.0           1.00
## 29559                            San Jose, CA               7.0           7.00
## 29567                           Cupertino, CA              16.0           2.00
## 29568                       San Francisco, CA               2.0           2.00
## 29569                     Toronto, ON, Canada               4.0           0.00
## 29571                           Hillsboro, OR               9.0           9.00
## 29572                             Seattle, WA              18.0           0.00
## 29573                             Orlando, FL               3.0           3.00
## 29575                              Armonk, NY               5.0           0.00
## 29579                             Seattle, WA               6.0           0.00
## 29581                       San Francisco, CA              10.0           1.00
## 29582                       San Francisco, CA               2.0           2.00
## 29584                          Pleasanton, CA               6.0           1.00
## 29585                             Redmond, WA               3.0           0.00
## 29588                    Bangalore, KA, India               2.0           2.00
## 29595                           Cambridge, MA               5.0           0.00
## 29596              Amsterdam, NH, Netherlands               1.0           1.00
## 29601                      Ottawa, ON, Canada               8.0           2.00
## 29603                              Newark, NJ               5.0           2.00
## 29608                        Tokyo, TY, Japan               0.0           0.00
## 29610                              Austin, TX               3.0           1.00
## 29612                             Chicago, IL               0.0           0.00
## 29616              Prague, PR, Czech Republic               3.0           0.00
## 29619                           Cupertino, CA               2.0           0.00
## 29622              London, EN, United Kingdom              20.0           1.00
## 29627                             Seattle, WA               0.0           0.00
## 29629                         Rome, LA, Italy              10.0           8.00
## 29631                          El Segundo, CA               2.0           1.00
## 29633                             Seattle, WA               8.0           7.00
## 29634                             Seattle, WA               2.0           1.00
## 29637                             Seattle, WA              14.0           7.00
## 29640                              Austin, TX              10.0           1.00
## 29643                          Washington, DC              25.0           1.00
## 29645                       San Francisco, CA               5.0           4.00
## 29646                            New York, NY              16.0           0.00
## 29649                             Herndon, VA              15.0           4.00
## 29653                             Seattle, WA              10.0          10.00
## 29657                             Seattle, WA               0.0           0.00
## 29659                             Seattle, WA               1.0           1.00
## 29661                           Arlington, VA               1.0           1.00
## 29662                       San Francisco, CA               3.0           2.00
## 29666                           San Diego, CA               5.0           4.00
## 29668                    Bangalore, KA, India               9.0           7.00
## 29670                            Portland, OR              13.0           8.00
## 29671                           San Diego, CA               5.0           1.00
## 29672                       San Francisco, CA               5.0           2.00
## 29676              Amsterdam, NH, Netherlands               7.0           5.00
## 29678                Singapore, SG, Singapore               6.0           1.00
## 29680                             Seattle, WA               2.0           1.00
## 29682                             Redmond, WA               3.0           1.00
## 29686                    Tel Aviv, TA, Israel               7.0           4.00
## 29689                              Austin, TX              20.0           5.00
## 29690                            New York, NY               4.0           2.00
## 29691                             Boulder, CO              10.0           7.00
## 29692                            Bellevue, WA              10.0           2.00
## 29693                          Middletown, NJ               0.0           0.00
## 29696                     Shanghai, SH, China               2.0           2.00
## 29698                             Phoenix, AZ               1.0           1.00
## 29700                              Boston, MA              11.0           9.00
## 29701                              Boston, MA               7.0           0.00
## 29703                          Washington, DC               1.0           0.00
## 29704                       San Francisco, CA              14.0           6.00
## 29705                     Toronto, ON, Canada              10.0           2.00
## 29706                   Trivandrum, KL, India               3.0           2.00
## 29707                       San Francisco, CA               5.0           0.00
## 29709                    Bengaluru, KA, India               2.0           0.00
## 29714                            Portland, OR               5.0           5.00
## 29716                       Illinois City, IL               2.0           1.00
## 29722                             Seattle, WA              25.0           2.00
## 29725                           Sunnyvale, CA               5.0           5.00
## 29726                           Sunnyvale, CA              12.0           3.00
## 29727                       San Francisco, CA              20.0           4.00
## 29731                        Philadelphia, PA               0.0           0.00
## 29736                             Seattle, WA               5.0           2.00
## 29740                       San Francisco, CA              10.0           3.00
## 29747                           Beaverton, OR              15.0           7.00
## 29754                 Zurich, ZH, Switzerland              13.0           3.00
## 29755                    Bengaluru, KA, India               1.0           1.00
## 29756                    Bangalore, KA, India               6.0           3.00
## 29761                          Saint Paul, MN               4.0           4.00
## 29765                            New York, NY              20.0           1.00
## 29766                        Tokyo, TY, Japan               3.0           1.00
## 29769                       Mountain View, CA               9.0           2.00
## 29770                   Herzliyya, TA, Israel              15.0           4.00
## 29772                          Pittsburgh, PA               1.0           0.00
## 29774                             Redmond, WA              12.0           1.00
## 29776                              Austin, TX               4.0           4.00
## 29780                    Barcelona, CT, Spain               5.0           2.00
## 29783                           Palo Alto, CA               9.0           0.00
## 29785                           Cupertino, CA              20.0           5.00
## 29790                         Santa Clara, CA               5.0           3.00
## 29791                            San Jose, CA              20.0           1.00
## 29793                       San Francisco, CA               3.0           2.00
## 29801                         Los Angeles, CA               7.0           1.00
## 29803                             Oakland, CA               4.0           0.00
## 29806                              Boston, MA               5.0           1.00
## 29807          Hong Kong, HK, Hong Kong (SAR)              15.0           6.00
## 29808                          Washington, DC               3.0           1.00
## 29810                         Los Angeles, CA               1.0           1.00
## 29812                           Los Gatos, CA              10.0           2.00
## 29813                             Redmond, WA              25.0           2.00
## 29815                              Warren, MI               0.0           0.00
## 29817                              Boston, MA               4.0           4.00
## 29819                             Seattle, WA               5.0           0.00
## 29824                       San Francisco, CA               3.0           1.00
## 29827                      Chennai, TN, India               9.0           4.00
## 29828                          Washington, DC               1.0           1.00
## 29831                             Chicago, IL              15.0           8.00
## 29832                       San Francisco, CA               3.0           2.00
## 29835                        Redwood City, CA               3.0           1.00
## 29838                    Bangalore, KA, India               8.0           1.00
## 29839                       San Francisco, CA               3.0           0.00
## 29840                      Taipei, TP, Taiwan              10.0           3.00
## 29847              London, EN, United Kingdom              10.0           4.00
## 29848                         Bentonville, AR               4.0           4.00
## 29850                             Raleigh, NC               1.0           1.00
## 29851             Cape Town, WC, South Africa               4.0           4.00
## 29856                            San Jose, CA               4.0           2.00
## 29857                          Pittsburgh, PA               1.0           1.00
## 29861              London, EN, United Kingdom               2.0           2.00
## 29866                      Gurgaon, HR, India               2.0           2.00
## 29867                           Sunnyvale, CA              14.0           1.00
## 29868                       San Francisco, CA               8.0           3.00
## 29869                       Mountain View, CA               6.0           2.00
## 29871                              Reston, VA               5.0           0.00
## 29872                       San Francisco, CA               5.0           2.00
## 29878                             Redmond, WA              17.0          17.00
## 29880                             Houston, TX               9.0           0.00
## 29882                            New York, NY               1.0           1.00
## 29887                              Dallas, TX              10.0          10.00
## 29889                             Seattle, WA              15.0           2.00
## 29891                           Sunnyvale, CA               6.0           0.00
## 29892                           Cupertino, CA              19.0           8.00
## 29896                             Redmond, WA              20.0          15.00
## 29897                             Mc Lean, VA               2.0           0.00
## 29898                       San Francisco, CA              11.0           6.00
## 29901                       Mountain View, CA               6.0           0.00
## 29902                             Redmond, WA               0.0           0.00
## 29903                             Seattle, WA               4.0           4.00
## 29906                             Detroit, MI               0.0           0.00
## 29914                       San Francisco, CA               7.0           1.00
## 29915                          Pleasanton, CA               2.0           2.00
## 29918                             Orlando, FL               6.0           4.00
## 29919                           San Diego, CA              12.0           2.00
## 29930                             Redmond, WA               1.0           0.00
## 29931                       Mountain View, CA              14.0           2.00
## 29932                 Zurich, ZH, Switzerland              12.0           9.00
## 29933                       San Francisco, CA               9.0           4.00
## 29934                       Mountain View, CA              15.0          15.00
## 29938                              Austin, TX              13.0           5.00
## 29939                      Chennai, TN, India              11.0           9.00
## 29942                     Dublin, DN, Ireland               8.0           2.00
## 29945                Singapore, SG, Singapore               3.0           3.00
## 29947          Manchester, EN, United Kingdom              11.0           4.00
## 29948                             Redmond, WA              15.0           1.00
## 29952                            New York, NY               1.0           1.00
## 29957                          Washington, DC              10.0           2.00
## 29958                              Austin, TX               2.0           0.00
## 29959                           Sunnyvale, CA              15.0          10.00
## 29961                            New York, NY               6.0           1.00
## 29965                         Santa Clara, CA               8.0           2.00
## 29968                             Redmond, WA               1.0           1.00
## 29970                             Seattle, WA               4.0           4.00
## 29972                       San Francisco, CA               7.0           1.00
## 29974                       San Francisco, CA               7.0           2.00
## 29977                             Atlanta, GA              12.0          10.00
## 29978                             Shelton, CT               1.0           1.00
## 29980                     Toronto, ON, Canada               3.0           1.00
## 29982                          Pittsburgh, PA               6.0           0.00
## 29987                             Seattle, WA              10.0           0.00
## 29988                           San Mateo, CA               9.0           2.00
## 29991                            New York, NY               1.0           1.00
## 29992                       Mountain View, CA              10.0           3.00
## 29994                             Redmond, WA               5.0           5.00
## 29998                            San Jose, CA              10.0           2.00
## 30002                       San Francisco, CA               2.0           1.00
## 30003                       San Francisco, CA              13.0           2.00
## 30016                              Boston, MA               0.0           0.00
## 30017                           Los Gatos, CA              10.0           1.00
## 30019                         Los Angeles, CA               5.0           0.00
## 30020                           Hopkinton, MA              20.0           6.00
## 30021                            San Jose, CA               9.0           9.00
## 30025                       San Francisco, CA              15.0           4.00
## 30028                           Sunnyvale, CA              10.0           1.00
## 30031                      Salt Lake City, UT               0.0           0.00
## 30036                       Mountain View, CA              17.0           2.00
## 30040                    Hyderabad, TS, India               2.0           1.00
## 30044                      Moscow, MC, Russia               5.0           1.00
## 30047                     Berlin, BE, Germany               9.0           1.00
## 30048                     Berlin, BE, Germany               9.0           1.00
## 30050                     Berlin, BE, Germany               8.0           2.00
## 30051                     Berlin, BE, Germany               5.0           1.00
## 30052                    Barcelona, CT, Spain              10.0           1.00
## 30058                             Seattle, WA               4.0           1.00
## 30061                            New York, NY               0.0           0.00
## 30066                             Seattle, WA               5.0           0.00
## 30072                              Austin, TX              15.0           1.00
## 30075                              Austin, TX               9.0           5.00
## 30076                        Redwood City, CA               6.0           5.00
## 30080                            San Jose, CA              10.0           3.00
## 30083                       San Francisco, CA               6.0           6.00
## 30085                           Cupertino, CA              19.0           3.00
## 30086                             Chicago, IL              20.0           9.00
## 30092                              Boston, MA               7.0           6.00
## 30095                           Sunnyvale, CA               9.0           0.00
## 30098                            San Jose, CA               7.0           6.00
## 30100                            New York, NY               7.0           4.00
## 30101                         Santa Clara, CA              32.0           1.00
## 30102                   Vancouver, BC, Canada               6.0           0.00
## 30105                             Redmond, WA              15.0          10.00
## 30107                             Redmond, WA               3.0           0.00
## 30110              London, EN, United Kingdom               4.0           0.00
## 30112                             Seattle, WA               1.0           0.00
## 30115                              Austin, TX               8.0           5.00
## 30116                           Sunnyvale, CA               7.0           5.00
## 30118                              Boston, MA              15.0           5.00
## 30125                          Wilmington, DE              10.0           1.00
## 30126                            New York, NY               5.0           1.00
## 30133                         Santa Clara, CA              20.0           2.00
## 30136                       San Francisco, CA              11.0           1.00
## 30140                           Cupertino, CA               6.0           4.00
## 30141                            Columbus, OH               5.0           3.00
## 30144                          Menlo Park, CA               0.0           0.00
## 30153                           Palo Alto, CA               6.0           6.00
## 30158                           Rochester, MN               0.0           0.00
## 30159                             Chicago, IL               2.0           2.00
## 30162                    Montreal, QC, Canada              17.0           3.00
## 30163                         Jersey City, NJ               3.0           3.00
## 30165                            Waukesha, WI               1.0           1.00
## 30166                           Nashville, TN               0.0           0.00
## 30172                             Seattle, WA              10.0           6.00
## 30173              London, EN, United Kingdom               0.0           0.00
## 30174                               Miami, FL              25.0           1.00
## 30176                       San Francisco, CA               2.0           2.00
## 30183                           Cupertino, CA               8.0           3.00
## 30186                           Sunnyvale, CA               2.0           2.00
## 30192                            New York, NY               0.0           0.00
## 30193                            New York, NY               3.0           1.00
## 30196                             Redmond, WA               5.0           5.00
## 30201                             Phoenix, AZ               5.0           5.00
## 30202                   Sydney, NS, Australia               4.0           2.00
## 30203                          Pittsburgh, PA              22.0           8.00
## 30204                            San Jose, CA               4.0           0.00
## 30206                       San Francisco, CA               4.0           0.00
## 30207                            Bellevue, WA               4.0           0.00
## 30208                        Redwood City, CA               6.0           3.00
## 30209                             Seattle, WA              20.0           1.00
## 30214                            New York, NY               9.0           4.00
## 30216                       San Francisco, CA               3.0           1.00
## 30220                             Redmond, WA              15.0           6.00
## 30222                             Redmond, WA               7.0           1.00
## 30225                     Markham, ON, Canada               2.0           2.00
## 30227                           Cupertino, CA               1.0           0.00
## 30240                            Columbus, OH               5.0           3.00
## 30244                            San Jose, CA               2.0           1.00
## 30247                           Cambridge, MA               5.0           0.00
## 30254                       San Francisco, CA              20.0          20.00
## 30255                            Bellevue, WA               7.0           1.00
## 30258                        Noida, UP, India               5.0           3.00
## 30261                    Tel Aviv, TA, Israel              10.0           0.00
## 30263            Saint Petersburg, SP, Russia               5.0           3.00
## 30266                             Seattle, WA              12.0           3.00
## 30270                              Boston, MA               3.0           0.00
## 30273                         Santa Clara, CA               3.0           3.00
## 30283                              Austin, TX              10.0           4.00
## 30287                              Hahira, GA              14.0           3.00
## 30288                     Toronto, ON, Canada               8.0           7.00
## 30300                              Boston, MA               0.0           0.00
## 30302                            San Jose, CA               8.0           8.00
## 30303                           Palo Alto, CA               5.0           3.00
## 30307                       San Francisco, CA               6.0           2.00
## 30308                             Seattle, WA               4.0           0.00
## 30309                       San Francisco, CA               3.0           2.00
## 30310                       San Francisco, CA              17.0           6.00
## 30311                             Seattle, WA               0.0           0.00
## 30313                              Boston, MA               8.0           0.00
## 30315                             Seattle, WA              10.0           6.00
## 30329                         Minneapolis, MN               6.0           4.00
## 30333                          Menlo Park, CA               8.0           5.00
## 30335                          Menlo Park, CA              10.0           0.00
## 30341                       Kiev, KC, Ukraine              10.0           1.00
## 30343                          Menlo Park, CA              19.0           0.00
## 30345            Saint Petersburg, SP, Russia              15.0           6.00
## 30347                       San Francisco, CA              10.0           1.00
## 30348                             Seattle, WA               2.0           0.00
## 30353                            New York, NY               8.0           1.00
## 30354              Amsterdam, NH, Netherlands               7.0           0.00
## 30356                       San Francisco, CA              12.0           1.00
## 30358                       San Francisco, CA               6.0           2.00
## 30360                             Redmond, WA               7.0           7.00
## 30361                             Seattle, WA               0.0           0.00
## 30366                           Cupertino, CA               6.0           3.00
## 30370                             Seattle, WA               4.0           1.00
## 30371                           Palo Alto, CA              10.0           6.00
## 30374                       San Francisco, CA               5.0           5.00
## 30376                         Los Angeles, CA               3.0           1.00
## 30378                              Newark, NJ               5.0           3.00
## 30380                           San Diego, CA               1.0           0.00
## 30383                     San Luis Obispo, CA               4.0           4.00
## 30392                           Palo Alto, CA               9.0           8.00
## 30394                           Cupertino, CA               5.0           5.00
## 30395                        Grand Rapids, MI              10.0           3.00
## 30401                           Cupertino, CA               7.0           2.00
## 30402                             Seattle, WA              10.0           1.00
## 30404                             Seattle, WA               6.0           0.00
## 30407                            New York, NY               5.0           0.00
## 30409                    Hyderabad, TS, India               5.0           0.00
## 30411                              Boston, MA               7.0           7.00
## 30412          Hong Kong, HK, Hong Kong (SAR)               9.0           2.00
## 30413                        Tokyo, TY, Japan               7.0           7.00
## 30415                     Berlin, BE, Germany               5.0           1.00
## 30417                              Irvine, CA              20.0           2.00
## 30421                       Mountain View, CA              14.0           2.00
## 30422                            New York, NY               8.0           0.00
## 30428                        Redwood City, CA               7.0           7.00
## 30429              London, EN, United Kingdom               9.0           3.00
## 30432                       San Francisco, CA               8.0           4.00
## 30435                       Dallas Center, IA              10.0          10.00
## 30437                           Sunnyvale, CA              20.0           0.00
## 30438                            New York, NY               9.0           3.00
## 30439              London, EN, United Kingdom              12.0           3.00
## 30442                        Tokyo, TY, Japan              24.0           1.00
## 30445               Auckland, AU, New Zealand              13.0           5.00
## 30451                       San Francisco, CA               1.0           1.00
## 30454                              Tucson, AZ               1.0           1.00
## 30455                             Seattle, WA               1.0           0.00
## 30459                             Redmond, WA               1.0           1.00
## 30462                             Redmond, WA               2.0           2.00
## 30466                           Sunnyvale, CA              15.0           7.00
## 30468                         Santa Clara, CA              14.0           0.00
## 30469                             Seattle, WA               2.0           1.00
## 30474              London, EN, United Kingdom               7.0           2.00
## 30475                              Boston, MA               4.0           2.00
## 30480                    Bengaluru, KA, India               3.0           2.00
## 30484                             Seattle, WA               9.0           7.00
## 30491                    Hyderabad, TS, India               0.0           0.00
## 30494                       San Francisco, CA               2.0           0.00
## 30498                    Yorktown Heights, NY               1.0           0.00
## 30499                            New York, NY               7.0           6.00
## 30500                       San Francisco, CA               1.0           1.00
## 30502                             Seattle, WA              10.0           1.00
## 30505                             Atlanta, GA               5.0           0.00
## 30507                       San Francisco, CA               5.0           0.00
## 30509                       San Francisco, CA               7.0           1.00
## 30511                           Sunnyvale, CA              15.0          15.00
## 30513                           Sunnyvale, CA               5.0           3.00
## 30514                              Boston, MA               6.0           2.00
## 30517                             Seattle, WA              10.0           0.00
## 30524                             Seattle, WA               4.0           0.00
## 30525                          Santa Cruz, CA               5.0           0.00
## 30528                             Chicago, IL              20.0           8.00
## 30530                             Seattle, WA               5.0           3.00
## 30535                           Cupertino, CA              15.0           5.00
## 30539                             Seattle, WA               7.0           2.00
## 30540                             Everett, WA               5.0           2.00
## 30542                           Palo Alto, CA               1.0           0.00
## 30543                             Detroit, MI               2.0           2.00
## 30544                       San Francisco, CA               3.0           0.00
## 30547                             Seattle, WA               0.0           0.00
## 30549                              Irvine, CA               1.0           1.00
## 30550                 South San Francisco, CA              10.0           2.00
## 30551                    Waterloo, ON, Canada               5.0           0.00
## 30553                           Sunnyvale, CA               5.0           0.00
## 30556                     Toronto, ON, Canada              13.0          11.00
## 30562                       Mountain View, CA               0.0           0.00
## 30567                             Phoenix, AZ               7.0           7.00
## 30570                         Foster City, CA               4.0           3.00
## 30572                              Austin, TX               2.0           1.00
## 30588                       San Francisco, CA               2.0           1.00
## 30589              Neuchatel, NE, Switzerland               5.0           5.00
## 30601                           Cupertino, CA               9.0           4.00
## 30608                             Seattle, WA               7.0           2.00
## 30611                       San Francisco, CA               7.0           0.00
## 30612             Buenos Aires, DF, Argentina               3.0           3.00
## 30613                             Seattle, WA               8.0           4.00
## 30615                             Chicago, IL               0.0           0.00
## 30619                           Cupertino, CA               2.0           2.00
## 30624                     Munich, BY, Germany               4.0           2.00
## 30625                            Bellevue, WA               1.0           1.00
## 30626                           Los Gatos, CA              20.0           8.00
## 30627                              Irving, TX              12.0           6.00
## 30628                     Berlin, BE, Germany               5.0           0.00
## 30631              London, EN, United Kingdom               2.0           2.00
## 30645                            Bellevue, WA               0.0           0.00
## 30646                       San Francisco, CA              20.0           3.00
## 30650                             Seattle, WA              17.0           4.00
## 30658                            Kirkland, WA              12.0           9.00
## 30659                       San Francisco, CA               0.0           0.00
## 30663                              Austin, TX               5.0           5.00
## 30664                            New York, NY              23.0           1.00
## 30668                             Fremont, CA              10.0           0.00
## 30669                              Austin, TX              10.0           0.00
## 30672                            New York, NY               5.0           3.00
## 30676                       Mountain View, CA              13.0           4.00
## 30677                              Austin, TX               3.0           0.00
## 30682                             Seattle, WA               0.0           0.00
## 30684                              Austin, TX               3.0           0.00
## 30685                           Cupertino, CA               4.0           0.00
## 30686                           Palo Alto, CA               5.0           5.00
## 30688                          Menlo Park, CA               1.0           0.00
## 30689                       San Francisco, CA               2.0           1.00
## 30691                       San Francisco, CA               1.0           0.00
## 30695                           Elk Grove, CA              15.0           4.00
## 30696                          Menlo Park, CA               3.0           3.00
## 30701                    Tel Aviv, TA, Israel               4.0           4.00
## 30704                             Seattle, WA              15.0           4.00
## 30705                       San Francisco, CA              12.0           3.00
## 30706                           San Diego, CA               5.0           3.00
## 30710                       San Francisco, CA               1.0           1.00
## 30711              London, EN, United Kingdom              15.0           0.00
## 30712              Amsterdam, NH, Netherlands              10.0           5.00
## 30717                             Seattle, WA               6.0           0.00
## 30721                             Chicago, IL               4.0           4.00
## 30722                          Pittsburgh, PA              27.0          10.00
## 30726                       Redondo Beach, CA               2.0           2.00
## 30733                             Redmond, WA              13.0          13.00
## 30738                          Lima, LI, Peru               5.0           5.00
## 30744             Glasgow, SC, United Kingdom               1.0           1.00
## 30745                            Portland, OR              13.0           8.00
## 30747                       San Francisco, CA               8.0           0.00
## 30754                       San Francisco, CA               2.0           0.00
## 30755                           Cupertino, CA               3.0           3.00
## 30759                               Ogden, UT               4.0           4.00
## 30760                           Palo Alto, CA               3.0           3.00
## 30761                       San Francisco, CA              15.0           2.00
## 30762                              Boston, MA               1.0           1.00
## 30766                           Cupertino, CA               0.0           0.00
## 30768                             Seattle, WA               2.0           2.00
## 30772                    Hyderabad, AP, India               2.0           2.00
## 30773                           Nashville, TN               3.0           0.00
## 30776                          Harrisburg, PA              10.0           7.00
## 30784                       Mountain View, CA               4.0           2.00
## 30785                       Santa Barbara, CA               1.0           0.00
## 30786                            New York, NY               1.0           1.00
## 30791                            New York, NY               5.0           0.00
## 30793                           Cupertino, CA               3.0           3.00
## 30794                   Vancouver, BC, Canada               7.0           4.00
## 30796       Mandaluyong City, MM, Philippines               7.0           1.00
## 30801                           San Diego, CA               2.0           2.00
## 30802                             Seattle, WA               1.0           1.00
## 30805                             Redmond, WA              13.0          13.00
## 30807                            San Jose, CA               4.0           4.00
## 30813                            San Jose, CA               4.0           4.00
## 30814                            San Jose, CA               3.0           3.00
## 30816                              Austin, TX               9.0           2.00
## 30817                              Austin, TX              10.0           0.00
## 30820                    Bengaluru, KA, India              10.0           1.00
## 30823                       Mountain View, CA               9.0           1.00
## 30824                       San Francisco, CA               0.0           0.00
## 30829           Cambridge, EN, United Kingdom               5.0           5.00
## 30832                   Trondheim, ST, Norway              19.0          14.00
## 30833                     Berlin, BE, Germany               5.0           1.00
## 30835                             Chicago, IL               5.0           2.00
## 30836                    Bengaluru, KA, India               9.0           3.00
## 30837         Northampton, EN, United Kingdom               7.0           3.00
## 30841              Prague, PR, Czech Republic              10.0           5.00
## 30843                              Dallas, TX              10.0           0.00
## 30845                    Bengaluru, KA, India               7.0           2.00
## 30846                            New York, NY               5.0           0.00
## 30851                    Tallinn, HA, Estonia               3.0           0.00
## 30852                        Delhi, DL, India              11.0           3.00
## 30853                       Mountain View, CA               0.0           0.00
## 30855                             Seattle, WA              12.0           0.00
## 30861                       Mountain View, CA               2.0           2.00
## 30862                             Oakland, CA               4.0           4.00
## 30868                            New York, NY               6.0           1.00
## 30870                       San Francisco, CA               4.0           1.00
## 30875                             Seattle, WA               0.0           0.00
## 30879                           Cupertino, CA               3.0           3.00
## 30880                       Mountain View, CA              10.0           3.00
## 30882                             Seattle, WA               2.0           0.00
## 30885                              Austin, TX               2.0           2.00
## 30886                           Cupertino, CA               5.0           3.00
## 30888                              Reston, VA               4.0           0.00
## 30889                            Sterling, VA               0.0           0.00
## 30891                           San Diego, CA               7.0           4.00
## 30892                             Seattle, WA              17.0           6.00
## 30897                              Boston, MA               1.0           1.00
## 30900                           Cupertino, CA               1.0           1.00
## 30905                            New York, NY               3.0           3.00
## 30906                             Seattle, WA              10.0           4.00
## 30910                       San Francisco, CA               0.0           0.00
## 30911                       San Francisco, CA               5.0           3.00
## 30919                           San Mateo, CA               0.0           0.00
## 30922                       San Francisco, CA               3.0           3.00
## 30931                             Chicago, IL               0.0           0.00
## 30935                    Bengaluru, KA, India               0.0           0.00
## 30946              London, EN, United Kingdom               2.0           0.00
## 30951                    Bengaluru, KA, India               8.0           1.00
## 30955                       San Francisco, CA               0.0           0.00
## 30957                       San Francisco, CA              15.0           1.00
## 30958                             Redmond, WA              16.0          16.00
## 30963                       Thousand Oaks, CA              12.0           5.00
## 30964                       San Francisco, CA               3.0           3.00
## 30965                           Cupertino, CA               2.0           2.00
## 30968                             Seattle, WA               7.0           0.00
## 30969                   Stockholm, ST, Sweden              10.0           0.00
## 30970                            Mckinney, TX               5.0           5.00
## 30971                              Boston, MA              10.0           1.00
## 30979                             Redmond, WA              14.0          14.00
## 30981                      Newtown Square, PA               5.0           3.00
## 30982                           Sunnyvale, CA               3.0           2.00
## 30992                         Santa Clara, CA               2.0           0.00
## 30994                       San Francisco, CA              19.0           2.00
## 30995                            New York, NY              11.0           5.00
## 30996                             Seattle, WA               0.0           0.00
## 30998                              Austin, TX               2.0           2.00
## 31001                            San Jose, CA               4.0           2.00
## 31002                             Seattle, WA              14.0          13.00
## 31003                              Austin, TX               7.0           7.00
## 31004                           Sunnyvale, CA               7.0           7.00
## 31008                       San Francisco, CA               1.0           1.00
## 31009                          Fort Worth, TX              20.0          10.00
## 31013                           Cupertino, CA              15.0           7.00
## 31014                   Vancouver, BC, Canada               5.0           4.00
## 31015                             Fremont, CA               1.0           1.00
## 31016                      Warsaw, MZ, Poland               0.0           0.00
## 31017                     Berlin, BE, Germany              15.0           1.00
## 31020                            Kirkland, WA              14.0           1.00
## 31022                      Ottawa, ON, Canada              20.0           0.00
## 31026                            Columbus, OH               9.0           6.00
## 31027                       Mountain View, CA               1.0           0.00
## 31028                       San Francisco, CA               6.0           3.00
## 31031                           Sunnyvale, CA               7.0           3.00
## 31036                    Hyderabad, AP, India               4.0           4.00
## 31042                           Sunnyvale, CA              10.0           1.00
## 31048                       San Francisco, CA              13.0          13.00
## 31052                            San Jose, CA               6.0           3.00
## 31056                             Chicago, IL              10.0           4.00
## 31057                           Palo Alto, CA               0.0           0.00
## 31060                           San Diego, CA               3.0           3.00
## 31061                             Houston, TX               2.0           1.00
## 31064                       Mountain View, CA               1.0           0.00
## 31065                               Tempe, AZ               5.0           1.00
## 31067                       Mountain View, CA               6.0           2.00
## 31068                             Seattle, WA               1.0           0.00
## 31070                              Boston, MA               4.0           2.00
## 31072                       Mountain View, CA               1.0           1.00
## 31075                         Minneapolis, MN               8.0           0.00
## 31083                            Westport, CT              20.0           3.00
## 31085                              Austin, TX               6.0           6.00
## 31087                          Menlo Park, CA               8.0           0.00
## 31089                       Mountain View, CA               3.0           2.00
## 31090                            San Jose, CA              10.0           2.00
## 31095                       San Francisco, CA              15.0           8.00
## 31097                           Cupertino, CA              16.0           8.00
## 31101                              Boston, MA               2.0           0.00
## 31105                             Orlando, FL              20.0           5.00
## 31111                    Saratoga Springs, NY              20.0           4.00
## 31112                       Mumbai, MH, India               7.0           0.00
## 31118                           Cupertino, CA               4.0           0.00
## 31122                         Santa Clara, CA               7.0           4.00
## 31123                            Bellevue, WA              20.0           1.00
## 31125                         Kansas City, MO               6.0           6.00
## 31127                          Pleasanton, CA               0.0           0.00
## 31128                       San Francisco, CA              16.0           6.00
## 31130                            Bellevue, WA               4.0           2.00
## 31134                             Seattle, WA               9.0           0.00
## 31137                         Santa Clara, CA               6.0           4.00
## 31141                          Menlo Park, CA               5.0           0.00
## 31142                            Richmond, VA               3.0           1.00
## 31146                            San Jose, CA               2.0           1.00
## 31147                              Armonk, NY               2.0           1.00
## 31152                             Holmdel, NJ               7.0           0.00
## 31155                             Seattle, WA               7.0           1.00
## 31160                           Sunnyvale, CA               2.0           1.00
## 31165                     Berlin, BE, Germany              13.0           2.00
## 31168                    Bangalore, KA, India               0.0           0.00
## 31171                          Washington, DC              14.0           0.00
## 31172                   Sydney, NS, Australia               4.0           0.00
## 31173                              Denver, CO              15.0          15.00
## 31175                             Seattle, WA               0.0           0.00
## 31176                           Cupertino, CA               5.0           5.00
## 31177                              Austin, TX               7.0           5.00
## 31179                             Seattle, WA               8.0           2.00
## 31180                            Bellevue, WA              14.0           1.00
## 31181              London, EN, United Kingdom              10.0           2.00
## 31183                       Mountain View, CA               5.0           0.00
## 31185                            New York, NY              12.0           5.00
## 31188                      Minsk, MI, Belarus               4.0           4.00
## 31190                       San Francisco, CA               0.0           0.00
## 31191                        Fort Collins, CO               3.0           3.00
## 31193                            New York, NY              15.0           3.00
## 31195                             Redmond, WA               3.0           0.00
## 31196                            New York, NY               0.0           0.00
## 31197              London, EN, United Kingdom              10.0           5.00
## 31198                             Seattle, WA              30.0           6.00
## 31202                            New York, NY              10.0           2.00
## 31204                             Redmond, WA              11.0           6.00
## 31209                     Munich, BY, Germany              20.0          14.00
## 31212                           San Diego, CA               7.0           7.00
## 31213                       Mountain View, CA               3.0           3.00
## 31214                             Fremont, CA               5.0           3.00
## 31218                            San Jose, CA              13.0           4.00
## 31219                             Seattle, WA               5.0           1.00
## 31222                            New York, NY               9.0           1.00
## 31224             Glasgow, SC, United Kingdom               7.0           2.00
## 31225                             Redmond, WA              15.0           1.00
## 31226                              Boston, MA               4.0           4.00
## 31228                             Seattle, WA               3.0           3.00
## 31229                             Redmond, WA               0.0           0.00
## 31230                              Denver, CO               9.0           5.00
## 31233                             Seattle, WA              10.0           4.00
## 31236                          Washington, DC               3.0           2.00
## 31237              London, EN, United Kingdom              13.0           4.00
## 31239              London, EN, United Kingdom              13.0           4.00
## 31242                   Vancouver, BC, Canada              12.0           0.00
## 31243                            San Jose, CA              10.0           2.00
## 31250                              Boston, MA              20.0           4.00
## 31252                       Mountain View, CA              20.0           5.00
## 31255                            Bellevue, WA               7.0           3.00
## 31257                            New York, NY               3.0           2.00
## 31261                    Bengaluru, KA, India               7.0           2.00
## 31263                             Fairfax, VA               3.0           3.00
## 31265                           Sunnyvale, CA              10.0           0.00
## 31268                            San Jose, CA               0.0           0.00
## 31269                             Seattle, WA               3.0           2.00
## 31271                          Fort Worth, TX               2.0           2.00
## 31273                            Portland, OR              16.0           0.00
## 31274                     Toronto, ON, Canada               4.0           4.00
## 31276                       Mountain View, CA               2.0           2.00
## 31277                            Bellevue, WA               0.0           0.00
## 31284                   Vancouver, BC, Canada               0.0           0.00
## 31287                       San Francisco, CA               5.0           0.00
## 31288              Amsterdam, NH, Netherlands              12.0           7.00
## 31289                 Zurich, ZH, Switzerland               0.0           0.00
## 31290              London, EN, United Kingdom              25.0           8.00
## 31292                            New York, NY               1.0           1.00
## 31294                            New York, NY               4.0           0.00
## 31297                            New York, NY               6.0           0.00
## 31300                              Boston, MA               8.0           1.00
## 31304                             Herndon, VA              15.0           2.00
## 31306                           Hillsboro, OR              33.0           5.00
## 31308                     Toronto, ON, Canada               2.0           2.00
## 31309                       San Francisco, CA               8.0           0.00
## 31312                             Seattle, WA               5.0           3.00
## 31313                              Denver, CO              22.0           0.00
## 31314                      Gurgaon, HR, India               2.0           2.00
## 31315                           San Diego, CA               3.0           0.00
## 31316                       Mountain View, CA               0.0           0.00
## 31319                      Moscow, MC, Russia               8.0           4.00
## 31321                      Ottawa, ON, Canada               7.0           3.00
## 31322                      Ottawa, ON, Canada              10.0           1.00
## 31324                       Madrid, MD, Spain              20.0           2.00
## 31329                           San Mateo, CA               4.0           0.00
## 31330                       San Francisco, CA               4.0           2.00
## 31334                            San Jose, CA              10.0           4.00
## 31348                              Lenexa, KS               8.0           6.00
## 31352                             Seattle, WA               4.0           1.00
## 31353                             Seattle, WA               8.0           1.00
## 31354                         Los Angeles, CA               1.0           1.00
## 31355                              Folsom, CA              27.0          27.00
## 31357                           Charlotte, NC               2.0           2.00
## 31358                              Irvine, CA              20.0           5.00
## 31359                       San Francisco, CA               2.0           1.00
## 31362                       San Francisco, CA               4.0           4.00
## 31365                   Vancouver, BC, Canada               5.0           0.00
## 31368                           Cupertino, CA               6.0           3.00
## 31373                             Seattle, WA               2.0           0.00
## 31374                              Austin, TX               0.0           0.00
## 31375                      Mexico, DF, Mexico               5.0           1.00
## 31378                       San Francisco, CA               7.0           7.00
## 31383                            Milpitas, CA              15.0           4.00
## 31385                       Mountain View, CA               1.0           1.00
## 31395                        Redwood City, CA              20.0           0.00
## 31396                       Graz, ST, Austria               3.0           3.00
## 31403                     Berlin, BE, Germany               4.0           0.00
## 31404                             Seattle, WA              15.0           0.00
## 31407                   Vancouver, BC, Canada               5.0           0.00
## 31409                            New York, NY               3.0           3.00
## 31412                            New York, NY               4.0           4.00
## 31417                             Chicago, IL               1.0           0.00
## 31418                         Los Angeles, CA               5.0           5.00
## 31419                         Santa Clara, CA              25.0           2.00
## 31420                             Seattle, WA              15.0           1.00
## 31422                       San Francisco, CA               6.0           3.00
## 31425              London, EN, United Kingdom              15.0           0.00
## 31430                            New York, NY              12.0           3.00
## 31434                              Boston, MA               5.0           0.00
## 31435                       San Francisco, CA               9.0           6.00
## 31437                           Sunnyvale, CA               8.0           0.00
## 31438                            Bellevue, WA               2.0           0.00
## 31440                              Dallas, TX               3.0           0.00
## 31442                       San Francisco, CA               2.0           2.00
## 31444                       San Francisco, CA               8.0           5.00
## 31447                              Boston, MA              10.0           5.00
## 31449                    Montreal, QC, Canada               1.0           1.00
## 31450                             Seattle, WA               2.0           2.00
## 31456                            New York, NY               0.0           0.00
## 31457                             Seattle, WA              10.0           1.00
## 31459                           Sunnyvale, CA              25.0           2.00
## 31466                       San Francisco, CA               5.0           5.00
## 31470                        Redwood City, CA              20.0           4.00
## 31472                          Menlo Park, CA               7.0           3.00
## 31474                       San Francisco, CA               1.0           0.00
## 31476                             Orlando, FL               0.0           0.00
## 31481                             Seattle, WA               4.0           0.00
## 31482                             Seattle, WA               1.0           1.00
## 31484                    Bangalore, KA, India               4.0           2.00
## 31486                       San Francisco, CA              10.0           1.00
## 31488                       San Francisco, CA               0.0           0.00
## 31489                           Cambridge, MA               8.0           0.00
## 31491                            New York, NY               0.0           0.00
## 31494                             Redmond, WA               0.0           0.00
## 31495                             Seattle, WA               5.0           0.00
## 31496                         Bentonville, AR               4.0           4.00
## 31500                              Austin, TX              20.0           7.00
## 31504              Prague, PR, Czech Republic               4.0           1.00
## 31508                             Coppell, TX              16.0           4.00
## 31509           Cambridge, EN, United Kingdom               6.0           6.00
## 31510                   Stockholm, ST, Sweden              12.0           1.00
## 31514                            Bellevue, WA               0.0           0.00
## 31515                 Suwon, KG, Korea, South              10.0          10.00
## 31516                              Boston, MA               5.0           0.00
## 31519                             Seattle, WA               3.0           0.00
## 31522                         San Antonio, TX               3.0           1.00
## 31524                          Menlo Park, CA              10.0           2.00
## 31526                             Phoenix, AZ              10.0           3.00
## 31530                     Munich, BY, Germany              18.0           1.00
## 31532              London, EN, United Kingdom               1.0           1.00
## 31535                          Scottsdale, AZ               4.0           3.00
## 31537                            New York, NY               5.0           4.00
## 31542                          Menlo Park, CA               4.0           1.00
## 31543                             Herndon, VA               1.0           1.00
## 31544                            Portland, OR              18.0          18.00
## 31547                           Sunnyvale, CA               2.0           0.00
## 31548                             Seattle, WA               1.0           1.00
## 31549                           San Diego, CA               0.0           0.00
## 31552                            New York, NY               0.0           0.00
## 31555                           Sunnyvale, CA              15.0           1.00
## 31557                           Sunnyvale, CA               4.0           1.00
## 31558                            New York, NY               1.0           0.00
## 31560                       San Francisco, CA               8.0           1.00
## 31566                            San Jose, CA              15.0           8.00
## 31567                           San Diego, CA              10.0           1.00
## 31569                             Redmond, WA               8.0           8.00
## 31570                       San Francisco, CA               7.0           3.00
## 31572                           Sunnyvale, CA               2.0           2.00
## 31573                           Cupertino, CA              13.0           8.00
## 31574                             Redmond, WA              20.0          20.00
## 31575                         Santa Clara, CA               4.0           2.00
## 31576                   Vancouver, BC, Canada              10.0           3.00
## 31579                       Mountain View, CA               6.0           3.00
## 31582                            San Jose, CA               2.0           2.00
## 31584                           Cupertino, CA               3.0           3.00
## 31585                             Seattle, WA               1.0           0.00
## 31587                             Seattle, WA              12.0           0.00
## 31588                       San Francisco, CA               3.0           1.00
## 31593                             Seattle, WA              10.0           2.00
## 31594                             Seattle, WA               1.0           0.00
## 31595                             Shelton, CT               7.0           2.00
## 31596                          Menlo Park, CA               2.0           0.00
## 31598                           Cupertino, CA               7.0           2.00
## 31602                            San Jose, CA               0.0           0.00
## 31604                    Bengaluru, KA, India               2.0           2.00
## 31607                       Mountain View, CA               7.0           7.00
## 31608                           Cupertino, CA               3.0           3.00
## 31610                           Sunnyvale, CA              13.0           8.00
## 31611                           Hillsboro, OR              13.0          13.00
## 31616                           Cupertino, CA               4.0           4.00
## 31618                    Bangalore, KA, India               6.0           5.00
## 31620                         Pune, MH, India               5.0           1.00
## 31623                    Bengaluru, KA, India              13.0           4.00
## 31631                     Toronto, ON, Canada               7.0           5.00
## 31633                          Washington, DC               6.0           1.00
## 31634                           San Diego, CA               3.0           3.00
## 31638                     Shenzhen, GD, China              15.0           1.00
## 31640              London, EN, United Kingdom               3.0           0.00
## 31642                             Seattle, WA               8.0           6.00
## 31644                            New York, NY               6.0           0.00
## 31650                           Cupertino, CA               4.0           3.00
## 31651                       Mountain View, CA              23.0          10.00
## 31653                              Boston, MA               9.0           1.00
## 31654                            San Jose, CA               0.0           0.00
## 31656                             Redmond, WA              15.0           2.00
## 31661                       Mountain View, CA               0.0           0.00
## 31662                           Palo Alto, CA               4.0           0.00
## 31663                             Atlanta, GA               3.0           1.00
## 31664                          Fort Worth, TX               1.0           1.00
## 31665                           Baltimore, MD               2.0           2.00
## 31669                             Chicago, IL               7.0           7.00
## 31671                              Denver, CO               7.0           7.00
## 31673                            New York, NY               7.0           0.00
## 31677                    Bangalore, KA, India               3.0           1.00
## 31682                       Mountain View, CA               3.0           0.00
## 31686                 Brisbane, QL, Australia              19.0          11.00
## 31687                   Vancouver, BC, Canada               5.0           0.00
## 31689                        Santa Monica, CA               2.0           0.00
## 31693                             Seattle, WA              29.0           5.00
## 31699                           Sunnyvale, CA               8.0           0.00
## 31700                             Madison, WI              10.0           1.00
## 31702                            New York, NY               7.0           3.00
## 31707                          Alpharetta, GA               0.0           0.00
## 31717                    Montreal, QC, Canada               8.0           3.00
## 31722                              Vienna, VA              10.0           4.00
## 31728                             Seattle, WA               7.0           0.00
## 31730          Hong Kong, HK, Hong Kong (SAR)               5.0           1.00
## 31737                          Washington, DC              16.0           1.00
## 31739                       San Francisco, CA              18.0          15.00
## 31742                            New York, NY               5.0           2.00
## 31747                            New York, NY              17.0           6.00
## 31750                            New York, NY               4.0           0.00
## 31752                              Denver, CO               5.0           5.00
## 31755                             Seattle, WA               1.0           0.00
## 31758                             Fremont, CA               0.0           0.00
## 31759                          Menlo Park, CA               1.0           1.00
## 31761                   Vancouver, BC, Canada              12.0           8.00
## 31767                     Berlin, BE, Germany               2.0           0.00
## 31768                     Munich, BY, Germany               1.0           1.00
## 31770                           Cupertino, CA               6.0           4.00
## 31773                Singapore, SG, Singapore               8.0           2.00
## 31774                            New York, NY               6.0           0.00
## 31781                   Walldorf, BW, Germany               4.0           1.00
## 31782                  Bielefeld, NW, Germany               7.0           5.00
## 31784                             Redmond, WA               1.0           1.00
## 31786                           Hillsboro, OR               9.0           8.00
## 31787                           San Diego, CA               1.0           1.00
## 31789                             Seattle, WA               0.0           0.00
## 31797                               Miami, FL               4.0           4.00
## 31799                             Seattle, WA               7.0           0.00
## 31800                            San Jose, CA              23.0           0.00
## 31801                         Minneapolis, MN              10.0           5.00
## 31802                         Los Angeles, CA               4.0           0.00
## 31803                         Los Angeles, CA               1.0           1.00
## 31807                              Denver, CO               0.0           0.00
## 31817                   Vancouver, BC, Canada               8.0           1.00
## 31819                Singapore, SG, Singapore               6.0           2.00
## 31823                           Cupertino, CA              16.0           2.00
## 31827                           Sunnyvale, CA               2.0           0.00
## 31832                       San Francisco, CA               9.0           3.00
## 31833              London, EN, United Kingdom               5.0           0.00
## 31834                             Seattle, WA               3.0           3.00
## 31835                             Atlanta, GA               1.0           1.00
## 31836                      Beijing, BJ, China               2.0           2.00
## 31839                            Bellevue, WA               4.0           0.00
## 31846                       San Francisco, CA              12.0          12.00
## 31847                 Zurich, ZH, Switzerland               1.0           1.00
## 31849                           Cupertino, CA               9.0           4.00
## 31852                           San Diego, CA              20.0           3.00
## 31854                              Vienna, VA               5.0           2.00
## 31857                             Detroit, MI               0.0           0.00
## 31858                          Providence, RI              10.0           1.00
## 31863                          Washington, DC               7.0           0.00
## 31864                            New York, NY               8.0           1.00
## 31865                    Bengaluru, KA, India               2.0           1.00
## 31869                    Bengaluru, KA, India               1.0           0.00
## 31870                             Phoenix, AZ              20.0          10.00
## 31872                            New York, NY               8.0           2.00
## 31877                             Seattle, WA              15.0          15.00
## 31878                          Menlo Park, CA              20.0           0.00
## 31882              London, EN, United Kingdom               8.0           1.00
## 31883                              Dallas, TX              20.0           1.00
## 31887                           Sunnyvale, CA              20.0          14.00
## 31890                           Cupertino, CA              10.0           2.00
## 31894              London, EN, United Kingdom               1.0           1.00
## 31899                             Madison, WI               1.0           1.00
## 31902                           San Diego, CA              20.0           3.00
## 31904                           Cupertino, CA               1.0           1.00
## 31908                             Seattle, WA              10.0           3.00
## 31910                              Reston, VA               2.0           0.00
## 31912                         Minneapolis, MN               4.0           1.00
## 31920                    Hyderabad, AP, India              15.0           3.00
## 31921                              Folsom, CA              11.0           5.00
## 31923                            San Jose, CA              12.0           8.00
## 31933                             Raleigh, NC              12.0           5.00
## 31934                           Cupertino, CA               2.0           2.00
## 31935                       Kiev, KC, Ukraine              17.0           9.00
## 31942                            San Jose, CA               5.0           5.00
## 31944                     Munich, BY, Germany              11.0           2.00
## 31945                             Redmond, WA               0.0           0.00
## 31948                           Cupertino, CA               2.0           0.00
## 31949                            Richmond, VA               1.0           1.00
## 31950              London, EN, United Kingdom               8.0           0.00
## 31951                         Santa Clara, CA              13.0           3.00
## 31954                             Seattle, WA              36.0          15.00
## 31955                             Seattle, WA               8.0           0.00
## 31956                             Redmond, WA               0.0           0.00
## 31957                           Arlington, VA               2.0           0.00
## 31958                               Plano, TX               0.0           0.00
## 31960                              Austin, TX               4.0           4.00
## 31961                           Sunnyvale, CA               2.0           2.00
## 31971                       San Francisco, CA               0.0           0.00
## 31974                             Seattle, WA              20.0          11.00
## 31976                              Austin, TX               5.0           5.00
## 31977                         Santa Clara, CA               6.0           1.00
## 31979                              Denver, CO               3.0           0.00
## 31982                             Seattle, WA               8.0           5.00
## 31984                       San Francisco, CA               6.0           3.00
## 31991                             Redmond, WA               0.0           0.00
## 31993                           San Diego, CA               0.0           0.00
## 31995                         Los Angeles, CA               5.0           4.00
## 31996                           Cupertino, CA              15.0          15.00
## 31997                         Los Angeles, CA               5.0           2.00
## 32001                            San Jose, CA               1.0           1.00
## 32002                         Los Angeles, CA               9.0           1.00
## 32003                            San Jose, CA               2.0           1.00
## 32004                          Washington, DC               0.0           0.00
## 32006                       San Francisco, CA               4.0           3.00
## 32009                     Toronto, ON, Canada               2.0           2.00
## 32010                           Charlotte, NC               6.0           2.00
## 32013                              Austin, TX              22.0           6.00
## 32014                       San Francisco, CA              12.0          12.00
## 32018                          Menlo Park, CA               7.0           4.00
## 32019                              Austin, TX               5.0           4.00
## 32030                         Minneapolis, MN               7.0           2.00
## 32032                    Bangalore, KA, India               5.0           5.00
## 32033                 Seoul, KG, Korea, South               9.0           5.00
## 32038                               Tracy, CA              25.0           0.00
## 32040                             Redmond, WA               2.0           2.00
## 32044                         Santa Clara, CA              15.0           3.00
## 32045                       Mountain View, CA               5.0           1.00
## 32046                    Bangalore, KA, India               0.0           0.00
## 32047                          Washington, DC               0.0           0.00
## 32048              Prague, PR, Czech Republic              11.0           7.00
## 32050                           Cupertino, CA               2.0           1.00
## 32052                     Toronto, ON, Canada               7.0           1.00
## 32053                       San Francisco, CA               4.0           4.00
## 32055                           Cupertino, CA              15.0           7.00
## 32056                       Mountain View, CA              16.0           2.00
## 32057                             Seattle, WA               3.0           0.00
## 32064                          Washington, DC               5.0           5.00
## 32066                         Santa Clara, CA              15.0           2.00
## 32069                              Austin, TX               2.0           2.00
## 32073                            Portland, OR               2.0           0.00
## 32077                           Sunnyvale, CA               5.0           2.00
## 32080                              Durham, NC               4.0           2.00
## 32082                             Seattle, WA               0.0           0.00
## 32085                            New York, NY              24.0           1.00
## 32087                              Reston, VA               9.0           0.00
## 32088                          Pleasanton, CA               3.0           2.00
## 32089                              Austin, TX               2.0           0.00
## 32093                             Redmond, WA              20.0          14.00
## 32095                             Seattle, WA               8.0           3.00
## 32096                             Fremont, CA               4.0           1.00
## 32103                            New York, NY               9.0           2.00
## 32108                       San Francisco, CA               5.0           0.00
## 32110                              Austin, TX               4.0           2.00
## 32116                       San Francisco, CA               9.0           1.00
## 32117                          Menlo Park, CA               1.0           1.00
## 32120                        Tokyo, TY, Japan               1.0           1.00
## 32122                          Pleasanton, CA               8.0           8.00
## 32123                             Fremont, CA               2.0           0.00
## 32124                          Menlo Park, CA              10.0           0.00
## 32126                Singapore, SG, Singapore              25.0           0.00
## 32129                             Seattle, WA               4.0           1.00
## 32136                       San Francisco, CA               5.0           3.00
## 32137                           San Diego, CA               5.0           3.00
## 32143                         Los Angeles, CA              11.0           0.00
## 32144                            New York, NY               7.0           4.00
## 32145                    Hyderabad, TS, India               4.0           1.00
## 32146                      Taipei, TP, Taiwan               6.0           2.00
## 32147                        Philadelphia, PA               7.0           1.00
## 32149                             Seattle, WA              20.0           3.00
## 32152                    Montreal, QC, Canada               4.0           3.00
## 32153                     Dublin, DN, Ireland              12.0           3.00
## 32155                              Boston, MA               3.0           3.00
## 32157                     Berlin, BE, Germany               5.0           0.00
## 32158                       Lviv, LV, Ukraine              12.0           8.00
## 32159                Singapore, SG, Singapore              17.0           8.00
## 32160                             Chicago, IL               4.0           2.00
## 32162                           Sunnyvale, CA               1.0           0.00
## 32163                             Redmond, WA              15.0           8.00
## 32165                       San Francisco, CA               3.0           1.00
## 32168                       San Francisco, CA               5.0           1.00
## 32169                            New York, NY               2.0           1.00
## 32173                             Chicago, IL              10.0           6.00
## 32174                       Mountain View, CA               0.0           0.00
## 32175                   Vancouver, BC, Canada               7.0           0.00
## 32176                     Markham, ON, Canada               7.0           7.00
## 32180                            New York, NY               3.0           1.00
## 32182                           Cupertino, CA               7.0           1.00
## 32186                       San Francisco, CA              18.0           1.00
## 32188                             Seattle, WA               0.0           0.00
## 32192                       Cork, CK, Ireland               7.0           7.00
## 32193                       San Francisco, CA              19.0           9.00
## 32202                       San Francisco, CA               5.0           4.00
## 32203                            Portland, OR              25.0           4.00
## 32204                             Orlando, FL              26.0          12.00
## 32205                          Washington, DC              10.0           2.00
## 32208                             Seattle, WA               2.0           0.00
## 32211                              Warren, MI               0.0           0.00
## 32212                             Redmond, WA              15.0           7.00
## 32216                           Cupertino, CA              10.0           3.00
## 32217                           Sunnyvale, CA               8.0           3.00
## 32218                       Mountain View, CA               0.0           0.00
## 32224                            San Jose, CA              20.0           5.00
## 32226                             Chicago, IL               0.0           0.00
## 32227                         Los Angeles, CA               2.0           1.00
## 32231                             Fremont, CA               3.0           2.00
## 32232                             Seattle, WA               3.0           1.00
## 32234                    Bengaluru, KA, India               2.0           2.00
## 32242                             Seattle, WA               5.0           0.00
## 32245                              Folsom, CA               7.0           7.00
## 32247                       Haifa, HA, Israel              20.0          10.00
## 32250                    Tel Aviv, TA, Israel               4.0           1.00
## 32254                       Haifa, HA, Israel               6.0           6.00
## 32256              Amsterdam, NH, Netherlands               8.0           2.00
## 32257                       Haifa, HA, Israel              12.0           0.00
## 32260                    Hyderabad, TS, India               1.0           1.00
## 32261                Singapore, SG, Singapore               5.0           3.00
## 32262                            San Jose, CA               9.0           9.00
## 32263                           Arlington, VA               2.0           1.00
## 32264                             Herndon, VA               0.0           0.00
## 32265                       Yavne, JM, Israel              11.0           8.00
## 32268                          Pittsburgh, PA               8.0           4.00
## 32270                    Bengaluru, KA, India              11.0          11.00
## 32271                        West Chester, PA               1.0           1.00
## 32272                              Austin, TX              15.0           1.00
## 32274             Bristol, EN, United Kingdom              18.0           9.00
## 32281                              Newark, CA               8.0           2.00
## 32289                          Washington, DC              10.0           3.00
## 32290                           San Diego, CA               6.0           6.00
## 32291                           Sunnyvale, CA               6.0           2.00
## 32292                         Los Angeles, CA              10.0           0.00
## 32293                             Seattle, WA               0.0           0.00
## 32297                    Tel Aviv, TA, Israel              15.0           2.00
## 32299                             Seattle, WA               1.0           0.00
## 32300                    Bangalore, KA, India              12.0           2.00
## 32301                            San Jose, CA              40.0           3.00
## 32303                       San Francisco, CA               2.0           1.00
## 32304                              Austin, TX              10.0           2.00
## 32309                            New York, NY               3.0           1.00
## 32310                             Raleigh, NC               4.0           2.00
## 32312                         Santa Clara, CA               9.0           1.00
## 32316                          Menlo Park, CA               2.0           2.00
## 32321                             Seattle, WA               5.0           5.00
## 32324                            New York, NY               9.0           4.00
## 32325                            Glendale, CA               2.0           1.00
## 32331                        Philadelphia, PA              20.0           1.00
## 32333                             Chicago, IL               1.0           1.00
## 32334                             Seattle, WA               3.0           3.00
## 32335                           Cupertino, CA               5.0           5.00
## 32337                           Cambridge, MA              11.0           1.00
## 32339                           Watertown, MA              10.0           1.00
## 32341                             Redmond, WA               5.0           0.00
## 32344                            Portland, OR               9.0           4.00
## 32346                         Foster City, CA               4.0           0.00
## 32347                             Orlando, FL               5.0           5.00
## 32349                           Palo Alto, CA               1.0           0.00
## 32350                             Seattle, WA               4.0           0.00
## 32352                         Santa Clara, CA               2.0           0.00
## 32355                     Shanghai, SH, China               3.0           2.00
## 32358                             Seattle, WA               4.0           4.00
## 32359                           Sunnyvale, CA              14.0           1.00
## 32361                           Cupertino, CA              10.0           2.00
## 32364                         Pune, MH, India               2.0           2.00
## 32366                       San Francisco, CA               3.0           0.00
## 32372                     Shanghai, SH, China               4.0           2.00
## 32374                           San Diego, CA               3.0           2.00
## 32388                       San Francisco, CA              14.0           0.00
## 32389                    Barcelona, CT, Spain               5.0           1.00
## 32391                    Bangalore, KA, India              23.0          16.00
## 32392                    Bangalore, KA, India              24.0           0.00
## 32395                              Dallas, TX              25.0          25.00
## 32400                             Seattle, WA              19.0           1.00
## 32401                              Irvine, CA               1.0           1.00
## 32403                       Mountain View, CA              25.0           4.00
## 32413                            Kirkland, WA               4.0           2.00
## 32419                              Austin, TX               5.0           5.00
## 32421                           Cupertino, CA               6.0           3.00
## 32422                           Palo Alto, CA              20.0          12.00
## 32430                           Cupertino, CA               3.0           3.00
## 32432                          Menlo Park, CA               0.0           0.00
## 32435                       San Francisco, CA               0.0           0.00
## 32436                    Dresden, SN, Germany               1.0           0.00
## 32437                              Dallas, TX               3.0           3.00
## 32438                            San Jose, CA              10.0           5.00
## 32439                            Portland, OR              20.0          20.00
## 32441                             Seattle, WA               0.0           0.00
## 32442                            San Jose, CA              13.0           8.00
## 32448                       Mountain View, CA              12.0           1.00
## 32453                             Seattle, WA               4.0           1.00
## 32455                            New York, NY               3.0           0.00
## 32458                              Dallas, TX               5.0           2.00
## 32459                       San Francisco, CA              10.0           2.00
## 32461                    Bangalore, KA, India              12.0           3.00
## 32462                    Bangalore, KA, India               6.0           0.00
## 32463                    Bangalore, KA, India               7.0           1.00
## 32466                       San Francisco, CA               0.0           0.00
## 32468                              Boston, MA               0.0           0.00
## 32472                       San Francisco, CA               4.0           3.00
## 32474                          Menlo Park, CA               4.0           4.00
## 32481              London, EN, United Kingdom              10.0          10.00
## 32483              London, EN, United Kingdom               1.0           1.00
## 32484              London, EN, United Kingdom               1.0           1.00
## 32485                     Dublin, DN, Ireland              10.0           7.00
## 32487                             Seattle, WA               0.0           0.00
## 32488                       Mumbai, MH, India               6.0           2.00
## 32489                    New Delhi, DL, India               6.0           5.00
## 32490                              Reston, VA               1.0           1.00
## 32492              Amsterdam, NH, Netherlands               9.0           1.00
## 32493              London, EN, United Kingdom              11.0           0.00
## 32496                             Chicago, IL              12.0           5.00
## 32499                            New York, NY               1.0           1.00
## 32500                              Denver, CO               4.0           2.00
## 32501           Cambridge, EN, United Kingdom               1.0           0.00
## 32504                    Bengaluru, KA, India               6.0           2.00
## 32508                       San Francisco, CA               3.0           0.00
## 32518                       Basking Ridge, NJ               5.0           2.00
## 32523                       San Francisco, CA               8.0           2.00
## 32527                             Atlanta, GA               4.0           1.00
## 32528                            New York, NY               3.0           1.00
## 32530                           San Diego, CA               6.0           2.00
## 32533                             Redmond, WA               4.0           4.00
## 32534                       San Francisco, CA               4.0           1.00
## 32539                           San Mateo, CA               0.0           0.00
## 32546                             Seattle, WA               9.0           4.00
## 32547                             Seattle, WA               0.0           0.00
## 32548                             Boulder, CO              12.0          11.00
## 32549                          Boxborough, MA               6.0           6.00
## 32554                             Seattle, WA              12.0           2.00
## 32562                       San Francisco, CA              13.0           2.00
## 32564                            Bellevue, WA              15.0           7.00
## 32567                             Seattle, WA               5.0           2.00
## 32568                          Sacramento, CA               3.0           1.00
## 32570                          Menlo Park, CA              15.0           4.00
## 32571                           Sunnyvale, CA               3.0           1.00
## 32572                             Atlanta, GA               5.0           5.00
## 32574                            Milpitas, CA              13.0           5.00
## 32575                               Plano, TX               0.0           0.00
## 32579                            Bellevue, WA               6.0           3.00
## 32580                             Fremont, CA               1.0           0.00
## 32583                             Detroit, MI               1.0           1.00
## 32587                           Sunnyvale, CA              23.0          20.00
## 32590                           Cupertino, CA               3.0           1.00
## 32591                             Seattle, WA              10.0           5.00
## 32592                    Tallinn, HA, Estonia              10.0           0.00
## 32593                            Kirkland, WA               2.0           0.00
## 32597                   Vancouver, BC, Canada               3.0           1.00
## 32598                      Minsk, MI, Belarus              16.0          12.00
## 32599                            San Jose, CA              14.0           6.00
## 32605                              Denver, CO               6.0           0.00
## 32609                             Seattle, WA               6.0           0.00
## 32613                              Austin, TX              15.0           0.00
## 32614                          Washington, DC              10.0           0.00
## 32615                           Sunnyvale, CA               2.0           2.00
## 32616                       San Francisco, CA               4.0           2.00
## 32618                       Madrid, MD, Spain               5.0           0.00
## 32623                              Boston, MA              16.0           2.00
## 32624                        Philadelphia, PA              10.0           3.00
## 32628                             Seattle, WA               8.0           2.00
## 32629                       Mountain View, CA               6.0           6.00
## 32630                             Redmond, WA               6.0           2.00
## 32631                       Mountain View, CA              10.0           6.00
## 32632                       San Francisco, CA               0.0           0.00
## 32633                       San Francisco, CA               6.0           2.00
## 32635                           Sunnyvale, CA               5.0           5.00
## 32637                          Menlo Park, CA               6.0           1.00
## 32640                             Seattle, WA               1.0           1.00
## 32645                            New York, NY              36.0           9.00
## 32646                            New York, NY               4.0           3.00
## 32652                           Sunnyvale, CA              15.0           2.00
## 32654                   Vancouver, BC, Canada               0.0           0.00
## 32656                    Victoria, BC, Canada               5.0           1.00
## 32657                           San Mateo, CA               3.0           1.00
## 32660                           San Diego, CA               0.0           0.00
## 32661                         Los Angeles, CA               7.0           0.00
## 32667                          Menlo Park, CA               5.0           5.00
## 32671                       San Francisco, CA               2.0           2.00
## 32672                           Cupertino, CA              15.0           3.00
## 32676                            Bellevue, WA              13.0          10.00
## 32679                        Redwood City, CA               8.0           4.00
## 32682                              Irvine, CA              11.0           3.00
## 32683                         Santa Clara, CA               5.0           3.00
## 32686                       San Francisco, CA               6.0           5.00
## 32690                             Houston, TX               1.0           1.00
## 32692                     Berlin, BE, Germany              14.0           0.00
## 32697                          Morgantown, WV              10.0           1.00
## 32698                             Detroit, MI               5.0           5.00
## 32699                              Durham, NC               1.0           1.00
## 32700                          Menlo Park, CA               3.0           2.00
## 32701                            San Jose, CA              14.0          14.00
## 32703                             Seattle, WA              10.0           1.00
## 32704                     Fort Lauderdale, FL               5.0           5.00
## 32712                           Cupertino, CA               2.0           1.00
## 32716                           Cambridge, MA              20.0          10.00
## 32717                         Santa Clara, CA               3.0           2.00
## 32718                       Mountain View, CA              15.0           5.00
## 32719              London, EN, United Kingdom               2.0           2.00
## 32720                            New York, NY               8.0           4.00
## 32724                       San Francisco, CA               5.0           0.00
## 32726                         Santa Clara, CA              20.0           4.00
## 32729                             Redmond, WA               4.0           0.00
## 32730                             Atlanta, GA               1.0           1.00
## 32731                           Cupertino, CA              12.0           3.00
## 32732                             Seattle, WA              14.0           0.00
## 32733                   Sydney, NS, Australia              14.0           0.00
## 32736                    Hyderabad, AP, India              12.0           0.00
## 32740                            New York, NY               2.0           2.00
## 32741                       San Francisco, CA              10.0           5.00
## 32749                              Denver, CO               8.0           1.00
## 32753                      Krakow, MA, Poland               7.0           2.00
## 32755                       Mountain View, CA               3.0           1.00
## 32756                           Cupertino, CA              15.0           5.00
## 32759                           Palo Alto, CA              12.0           1.00
## 32760                           Sunnyvale, CA               8.0           0.00
## 32761                       San Francisco, CA               3.0           1.00
## 32762                            San Jose, CA              14.0           3.00
## 32763                             Chicago, IL               5.0           4.00
## 32764                           Cupertino, CA               4.0           4.00
## 32765                       San Francisco, CA               8.0           0.00
## 32766                            San Jose, CA              13.0           1.00
## 32771                       San Francisco, CA               8.0           1.00
## 32773                           Sunnyvale, CA              17.0           6.00
## 32775                       San Francisco, CA              15.0          15.00
## 32779                           Sunnyvale, CA               3.0           0.00
## 32782                             Seattle, WA               3.0           3.00
## 32785                       San Francisco, CA              10.0           2.00
## 32786                              Austin, TX               8.0           3.00
## 32790                            San Jose, CA              16.0           0.00
## 32794                          Washington, DC               5.0           2.00
## 32795                              Dallas, TX              10.0           5.00
## 32796                            Columbus, IN              10.0           9.00
## 32802                       San Francisco, CA               2.0           2.00
## 32808                         Pune, MH, India               3.0           2.00
## 32809                           Sunnyvale, CA              15.0           4.00
## 32810                    Bangalore, KA, India               2.0           0.00
## 32811                    Barcelona, CT, Spain              15.0           1.00
## 32818                               Tempe, AZ               2.0           0.00
## 32819                              Dallas, TX               5.0           5.00
## 32822                              Austin, TX              24.0           2.00
## 32826                            New York, NY               0.0           0.00
## 32827                             Redmond, WA              15.0           2.00
## 32829                       San Francisco, CA               6.0           6.00
## 32832                       San Francisco, CA               1.0           1.00
## 32833                   Vancouver, BC, Canada               6.0           2.00
## 32834                               Provo, UT               0.0           0.00
## 32840                     Berlin, BE, Germany               5.0           1.00
## 32841                           Ann Arbor, MI              12.0           5.00
## 32847                           Sunnyvale, CA               5.0           2.00
## 32850                             Seattle, WA               5.0           0.00
## 32860                            New York, NY               3.0           0.00
## 32863                             Atlanta, GA               7.0           4.00
## 32866                       San Francisco, CA               3.0           3.00
## 32867              London, EN, United Kingdom              10.0           2.00
## 32875                     Toronto, ON, Canada              11.0           2.00
## 32879                              Boston, MA              13.0           0.00
## 32882                              Boston, MA              10.0           6.00
## 32883                     Toronto, ON, Canada               0.0           0.00
## 32884                   Sydney, NS, Australia              12.0           0.00
## 32886                          Pittsburgh, PA               5.0           1.00
## 32888                         Bloomington, IL              15.0           1.00
## 32891                             Seattle, WA               5.0           2.00
## 32893                           Cupertino, CA               4.0           0.00
## 32894                               Plano, TX               8.0           0.00
## 32907                    Bangalore, KA, India              15.0           6.00
## 32914                    Bangalore, KA, India               7.0           0.00
## 32916                Singapore, SG, Singapore               8.0           4.00
## 32919                              Austin, TX              10.0          10.00
## 32920                    Waterloo, ON, Canada               6.0           2.00
## 32922                            Columbus, OH               8.0           0.00
## 32923                              Rialto, CA               2.0           2.00
## 32927                              Dallas, TX               4.0           2.00
## 32929                             Seattle, WA               4.0           0.00
## 32930                              Boston, MA               6.0           1.00
## 32935                             Seattle, WA               2.0           2.00
## 32938                           Nashville, TN               2.0           0.00
## 32939                             Seattle, WA               4.0           4.00
## 32942                              Olathe, KS               2.0           2.00
## 32944                            Bellevue, WA              17.0           0.00
## 32945                    Bangalore, KA, India               1.0           1.00
## 32947                               Wayne, PA              12.0           4.00
## 32948                             Seattle, WA               1.0           1.00
## 32950                          Burlington, MA               0.0           0.00
## 32954                          Menlo Park, CA               5.0           2.00
## 32955                            New York, NY              10.0           5.00
## 32956                            San Jose, CA              15.0           3.00
## 32957                            San Jose, CA               2.0           2.00
## 32958                          Menlo Park, CA               6.0           0.00
## 32960                           Hillsboro, OR              20.0           2.00
## 32965                              Oxford, MS               6.0           6.00
## 32967                            San Jose, CA              15.0           0.00
## 32968                            New York, NY               0.0           0.00
## 32971                             Redmond, WA              20.0          16.00
## 32973                       Mountain View, CA               7.0           1.00
## 32974                           Englewood, CO               0.0           0.00
## 32977                          Menlo Park, CA               4.0           0.00
## 32982                          Pleasanton, CA               1.0           1.00
## 32986                            San Jose, CA               4.0           1.00
## 32987                             Suwanee, GA               0.0           0.00
## 32991                            New York, NY               2.0           2.00
## 32996                             Seattle, WA               1.0           1.00
## 32997                          Menlo Park, CA               1.0           1.00
## 32999                         Pune, MH, India               4.0           0.00
## 33003                     Berlin, BE, Germany               8.0           1.00
## 33004                             Seattle, WA               2.0           2.00
## 33007              London, EN, United Kingdom              20.0           5.00
## 33008                   Dortmund, NW, Germany               5.0           1.00
## 33009                      Minsk, MI, Belarus               6.0           5.00
## 33020                       San Francisco, CA               0.0           0.00
## 33022                       Mountain View, CA               2.0           1.00
## 33023                       San Francisco, CA               3.0           0.00
## 33025                    Bangalore, KA, India               4.0           2.00
## 33026                     Munich, BY, Germany              10.0           5.00
## 33027                       San Francisco, CA               5.0           3.00
## 33029                       Mountain View, CA               9.0           1.00
## 33032                       Kiev, KC, Ukraine               3.0           1.00
## 33034                       San Francisco, CA              13.0           8.00
## 33036              London, EN, United Kingdom              10.0           0.00
## 33038                             Seattle, WA               7.0           1.00
## 33040                           Hillsboro, OR              17.0          15.00
## 33044                         San Antonio, TX              13.0          13.00
## 33046                   Sydney, NS, Australia               5.0           5.00
## 33047                            San Jose, CA              10.0           3.00
## 33048                             Seattle, WA              20.0           2.00
## 33053                            New York, NY               3.0           1.00
## 33054                       San Francisco, CA               5.0           1.00
## 33057                              Austin, TX              20.0           2.00
## 33058                              Austin, TX               3.0           1.00
## 33060                           Sunnyvale, CA               0.0           0.00
## 33062                            New York, NY               6.0           0.00
## 33064                       San Francisco, CA              18.0          10.00
## 33065                           San Diego, CA              15.0           3.00
## 33066                           Pensacola, FL              10.0           1.00
## 33067                       Mountain View, CA               4.0           2.00
## 33069                    Bangalore, KA, India               3.0           1.00
## 33070                       San Francisco, CA               0.0           0.00
## 33078                            San Jose, CA               8.0           8.00
## 33080                           Cupertino, CA              24.0           5.00
## 33081                           San Ramon, CA               1.0           1.00
## 33085                        Redwood City, CA               7.0           5.00
## 33087                             Seattle, WA              15.0           3.00
## 33089                              Dallas, TX              12.0           0.00
## 33092                              Garner, NC              20.0           0.00
## 33093                      Ottawa, ON, Canada               2.0           1.00
## 33095                           Sunnyvale, CA               2.0           0.00
## 33096                         Bloomington, IN              17.0           0.00
## 33100                           Palo Alto, CA               0.0           0.00
## 33102                    New Delhi, DL, India               2.0           2.00
## 33107              London, EN, United Kingdom               4.0           0.00
## 33110                           Hawthorne, CA               1.0           1.00
## 33113                     Toronto, ON, Canada               1.0           1.00
## 33115                             Seattle, WA               5.0           5.00
## 33117                              Denver, CO               2.0           1.00
## 33118                         Santa Clara, CA               5.0           0.00
## 33119                            San Jose, CA               1.0           1.00
## 33121                              Irving, TX               4.0           2.00
## 33125                       Mountain View, CA               6.0           6.00
## 33127                             Seattle, WA              20.0          20.00
## 33128                     Calgary, AB, Canada               7.0           5.00
## 33134                            New York, NY              10.0           4.00
## 33136              London, EN, United Kingdom               0.0           0.00
## 33138                             Chicago, IL               2.0           2.00
## 33139                            San Jose, CA               1.0           1.00
## 33140                           Cupertino, CA              10.0           8.00
## 33146           Ho Chi Minh City, HC, Vietnam               8.0           6.00
## 33147                          Menlo Park, CA              11.0           0.00
## 33148                            San Jose, CA               1.0           1.00
## 33149                           Sunnyvale, CA               5.0           5.00
## 33152              London, EN, United Kingdom               8.0           0.00
## 33153                 Zurich, ZH, Switzerland               8.0           0.00
## 33154                    Hyderabad, TS, India               7.0           7.00
## 33157                            San Jose, CA               1.0           0.00
## 33158                 Zurich, ZH, Switzerland               7.0           6.00
## 33159                       San Francisco, CA              13.0           1.00
## 33164              London, EN, United Kingdom               8.0           1.00
## 33166                             Redmond, WA               7.0           5.00
## 33176                       San Francisco, CA               2.0           0.00
## 33178                         Santa Clara, CA               4.0           4.00
## 33179                    Montreal, QC, Canada               2.0           1.00
## 33180                     Munich, BY, Germany               3.0           0.00
## 33181                    Bangalore, KA, India              15.0           5.00
## 33183                    Bengaluru, KA, India               8.0           8.00
## 33185                      Minsk, HM, Belarus               8.0           1.00
## 33190                   Sao Paulo, SP, Brazil              12.0           3.00
## 33199                             Redmond, WA               5.0           2.00
## 33200                             Redmond, WA              20.0           0.00
## 33201                      Salt Lake City, UT               5.0           2.00
## 33202                       San Francisco, CA              12.0           5.00
## 33203                              Helena, MT               5.0           1.00
## 33204                       San Francisco, CA               3.0           3.00
## 33206                             Redmond, WA               1.0           1.00
## 33208                             Seattle, WA               1.0           1.00
## 33209                        Fort Collins, CO              10.0           3.00
## 33210                         Santa Clara, CA               5.0           3.00
## 33211                      Ankara, AN, Turkey              10.0           3.00
## 33213                              Boston, MA               3.0           3.00
## 33214                          Pittsburgh, PA               1.0           1.00
## 33215                           Palo Alto, CA               3.0           0.00
## 33216                             Seattle, WA              15.0          10.00
## 33217                       Mountain View, CA               5.0           0.00
## 33218                             Seattle, WA               5.0           4.00
## 33221                           Watertown, MA               7.0           1.00
## 33223                       Mountain View, CA               0.0           0.00
## 33224                              Irvine, CA               2.0           0.00
## 33226                       Mountain View, CA               6.0           1.00
## 33227                             Houston, TX              15.0           7.00
## 33228                            San Jose, CA               8.0           8.00
## 33229                          Menlo Park, CA              20.0           1.00
## 33230                             Seattle, WA               3.0           3.00
## 33231                       San Francisco, CA               6.0           0.00
## 33235                             Chicago, IL               8.0           0.00
## 33236                              Boston, MA               3.0           0.00
## 33239                             Redmond, WA               5.0           3.00
## 33240                       San Francisco, CA              15.0           3.00
## 33242                               Plano, TX               5.0           3.00
## 33246                          Pittsburgh, PA              19.0          10.00
## 33247                               Provo, UT               3.0           3.00
## 33253                             Seattle, WA              10.0          10.00
## 33255                           Palo Alto, CA               5.0           3.00
## 33256                         Santa Clara, CA              10.0           1.00
## 33257                           San Bruno, CA               3.0           3.00
## 33258                             Seattle, WA              20.0          15.00
## 33259                            Bellevue, WA               2.0           0.00
## 33261                           San Bruno, CA               1.0           1.00
## 33262                            New York, NY              13.0           3.00
## 33265                             Seattle, WA               9.0           4.00
## 33270                      Moscow, MC, Russia              15.0           7.00
## 33273                    Bengaluru, KA, India               9.0           3.00
## 33275                             Waltham, MA              11.0           5.00
## 33276                    Bangalore, KA, India              10.0           9.00
## 33283                         Minneapolis, MN               4.0           2.00
## 33284                              Austin, TX               5.0           4.00
## 33286                          Costa Mesa, CA              12.0           7.00
## 33287                       San Francisco, CA              11.0           7.00
## 33291                             Seattle, WA               0.0           0.00
## 33294                             Seattle, WA               8.0           0.00
## 33295                       San Francisco, CA               4.0           0.00
## 33297                     Munich, BY, Germany              11.0           1.00
## 33299                             Seattle, WA               0.0           0.00
## 33305                             Seattle, WA               1.0           1.00
## 33307                             Redmond, WA              20.0           2.00
## 33308                            New York, NY               3.0           3.00
## 33309                    Waterloo, ON, Canada               3.0           2.00
## 33310              London, EN, United Kingdom              10.0           4.00
## 33311                           San Bruno, CA               8.0           3.00
## 33313                       Mountain View, CA               4.0           1.00
## 33314                             Redmond, WA              20.0           9.00
## 33315                       San Francisco, CA               8.0           0.00
## 33316                              Austin, TX               2.0           2.00
## 33318                            New York, NY               1.0           0.00
## 33320                             Seattle, WA               2.0           2.00
## 33323                              Venice, CA              14.0           3.00
## 33325                             Seattle, WA               3.0           0.00
## 33326                            Portland, OR               3.0           3.00
## 33330                       San Francisco, CA               6.0           1.00
## 33331                            San Jose, CA               3.0           3.00
## 33338                           Cupertino, CA              10.0           4.00
## 33341                             Seattle, WA               3.0           0.00
## 33343                           Cupertino, CA               5.0           1.00
## 33347                            New York, NY               0.0           0.00
## 33351                           Sunnyvale, CA               0.0           0.00
## 33353                      Chennai, TN, India               4.0           4.00
## 33358              London, EN, United Kingdom               8.0           0.00
## 33359                              Austin, TX               5.0           1.00
## 33361              London, EN, United Kingdom              13.0           2.00
## 33362                              Durham, NC               2.0           1.00
## 33364                            Brooklyn, NY               3.0           2.00
## 33366                            San Jose, CA              10.0           3.00
## 33367                           Cupertino, CA              10.0           2.00
## 33368                    Montreal, QC, Canada               4.0           2.00
## 33378                           Cupertino, CA               6.0           6.00
## 33383                       Mountain View, CA              12.0           2.00
## 33384                             Raleigh, NC               7.0           7.00
## 33385                        Noida, UP, India               4.0           4.00
## 33386                    Bengaluru, KA, India               8.0           0.00
## 33387                   Sydney, NS, Australia              10.0           1.00
## 33388                          Washington, DC               4.0           1.00
## 33391                           Palo Alto, CA              18.0          12.00
## 33392                             Atlanta, GA               0.0           0.00
## 33395              London, EN, United Kingdom               7.0           7.00
## 33397                   Sydney, NS, Australia              10.0           1.00
## 33399                       San Francisco, CA               5.0           2.00
## 33400                              Austin, TX              12.0           4.00
## 33403                       San Francisco, CA               0.0           0.00
## 33404                       San Francisco, CA               6.0           2.00
## 33406                             Seattle, WA              10.0           0.00
## 33407                     Toronto, ON, Canada               2.0           2.00
## 33408                            San Jose, CA              15.0          15.00
## 33413                            Dearborn, MI               6.0           6.00
## 33414                               Plano, TX               5.0           2.00
## 33417                           Liverpool, NY               3.0           2.00
## 33418                       San Francisco, CA               8.0           1.00
## 33419                             Houston, TX               1.0           0.00
## 33420                           Palo Alto, CA               5.0           0.00
## 33422                             Seattle, WA               0.0           0.00
## 33425                             Chicago, IL               0.0           0.00
## 33429                          Washington, DC               7.0           1.00
## 33434                       San Francisco, CA              13.0           3.00
## 33435                             Redmond, WA              20.0          12.00
## 33438                         Pune, MH, India              14.0           0.00
## 33442                    Bangalore, KA, India              12.0           1.00
## 33445              London, EN, United Kingdom              15.0           0.00
## 33446                             Seattle, WA               5.0           2.00
## 33447                          Louisville, KY              14.0           1.00
## 33450                       San Francisco, CA               6.0           0.00
## 33451                          Washington, DC               2.0           2.00
## 33452                             Seattle, WA               2.0           0.00
## 33453                         Los Angeles, CA               5.0           2.00
## 33454                              Austin, TX               3.0           1.00
## 33455                            New York, NY               0.0           0.00
## 33459                      Gurgaon, HR, India               7.0           1.00
## 33465                          Menlo Park, CA               0.0           0.00
## 33466                            Richmond, VA               6.0           3.00
## 33467                             Phoenix, AZ              10.0           0.00
## 33468                             Redmond, WA              16.0          16.00
## 33472                             Oakland, CA              10.0           2.00
## 33474                       Mountain View, CA               5.0           4.00
## 33477                            Portland, OR               5.0           5.00
## 33479                           Palo Alto, CA               0.0           0.00
## 33482                             Seattle, WA               1.0           1.00
## 33483                       San Francisco, CA               0.0           0.00
## 33484                           Palo Alto, CA               5.0           1.00
## 33488                             Seattle, WA               0.0           0.00
## 33492                       Mountain View, CA               3.0           3.00
## 33495                             Chicago, IL               8.0           0.00
## 33502                             Atlanta, GA               4.0           0.00
## 33504                             Seattle, WA               1.0           0.00
## 33506                    Montreal, QC, Canada               6.0           5.00
## 33508                   Herzliyya, TA, Israel               8.0           1.00
## 33511                       Paris, IL, France               7.0           3.00
## 33516              Amsterdam, NH, Netherlands               3.0           3.00
## 33517                           Sunnyvale, CA               1.0           1.00
## 33519                            New York, NY               0.0           0.00
## 33521              London, EN, United Kingdom               8.0           3.00
## 33523                             Boulder, CO               0.0           0.00
## 33524                            New York, NY              15.0           2.00
## 33528                             Seattle, WA               3.0           2.00
## 33530                           Cupertino, CA              12.0           3.00
## 33531                             Phoenix, AZ               4.0           1.00
## 33532                       San Francisco, CA               0.0           0.00
## 33533                    Bengaluru, KA, India               5.0           2.00
## 33537                              Austin, TX               1.0           1.00
## 33538                         Minneapolis, MN               4.0           4.00
## 33539                           Cambridge, MA               4.0           2.00
## 33541                             Redmond, WA              15.0           4.00
## 33543                             Seattle, WA               4.0           0.00
## 33545                   Sao Paulo, SP, Brazil              10.0           1.00
## 33547                             Seattle, WA               1.0           0.00
## 33548         Dubai, DU, United Arab Emirates               7.0           3.00
## 33550                            New York, NY               2.0           2.00
## 33551                             Redmond, WA               7.0           3.00
## 33557                             Atlanta, GA               7.0           3.00
## 33559                       Mountain View, CA               3.0           2.00
## 33562                           Sunnyvale, CA               6.0           2.00
## 33566                       San Francisco, CA               1.0           1.00
## 33569              Prague, PR, Czech Republic              10.0           7.00
## 33574                             Seattle, WA               2.0           0.00
## 33577                               Boise, ID               4.0           4.00
## 33580                             Redmond, WA               2.0           2.00
## 33581                             Redmond, WA               0.0           0.00
## 33582                            Bellevue, WA              20.0           1.00
## 33586                            New York, NY               5.0           5.00
## 33587                        Poughkeepsie, NY               5.0           5.00
## 33594                     Toronto, ON, Canada              10.0           1.00
## 33595                           San Diego, CA               2.0           1.00
## 33596                    Bangalore, KA, India               6.0           0.00
## 33600                       San Francisco, CA               1.0           0.00
## 33603                              Boston, MA               5.0           0.00
## 33604                       Mountain View, CA               3.0           3.00
## 33605                             Seattle, WA               3.0           3.00
## 33606                             Fremont, CA               0.0           0.00
## 33607                     Dublin, DN, Ireland               3.0           1.00
## 33609                            New York, NY              15.0           9.00
## 33611                      Moscow, MC, Russia              14.0           2.00
## 33613                             Seattle, WA               7.0           4.00
## 33614                               Omaha, NE               3.0           1.00
## 33617                            Skillman, NJ               2.0           2.00
## 33618                        Redwood City, CA              10.0           5.00
## 33619                       San Francisco, CA               3.0           1.00
## 33622                      Salt Lake City, UT               2.0           0.00
## 33624                            New York, NY               4.0           1.00
## 33626                           Sunnyvale, CA              13.0           4.00
## 33633                    Bangalore, KA, India               8.0           2.00
## 33635                             Redmond, WA               3.0           2.00
## 33636                       San Francisco, CA               2.0           1.00
## 33637                     Berlin, BE, Germany               5.0           0.00
## 33638                       San Francisco, CA               5.0           0.00
## 33639                           Cambridge, MA               8.0           2.00
## 33640                             Seattle, WA               0.0           0.00
## 33641                             Redmond, WA               2.0           2.00
## 33642                       San Francisco, CA              20.0           4.00
## 33644                              Austin, TX              12.0           4.00
## 33645                             Redmond, WA               4.0           0.00
## 33647                       San Francisco, CA               1.0           1.00
## 33649                         Santa Clara, CA               9.0           2.00
## 33651                             Coppell, TX              10.0           5.00
## 33655                       San Francisco, CA               3.0           3.00
## 33656                  Basel, BS, Switzerland               0.0           0.00
## 33658                           Sunnyvale, CA               4.0           1.00
## 33660                            New York, NY              20.0          13.00
## 33665                           Palo Alto, CA              21.0           4.00
## 33669                    Bengaluru, KA, India               3.0           1.00
## 33670                    Bangalore, KA, India               8.0           1.00
## 33673                    Bangalore, KA, India               2.0           2.00
## 33674                           Cupertino, CA               8.0           3.00
## 33679              London, EN, United Kingdom               1.0           1.00
## 33683                   Vancouver, BC, Canada               0.0           0.00
## 33686                     Berlin, BE, Germany               5.0           1.00
## 33687                         Foster City, CA               6.0           2.00
## 33689                       San Francisco, CA              12.0           9.00
## 33690                         Los Angeles, CA               2.0           0.00
## 33696                              Naples, FL              30.0           6.00
## 33699                              Dallas, TX               3.0           0.00
## 33700                              Austin, TX               2.0           1.00
## 33701                      Gurgaon, HR, India               4.0           1.00
## 33703                          Pittsburgh, PA               5.0           4.00
## 33704                            San Jose, CA               7.0           7.00
## 33708                       Mountain View, CA               6.0           3.00
## 33709                       Mountain View, CA               5.0           2.00
## 33716                           Charlotte, NC               7.0           2.00
## 33718                            Bellevue, WA              22.0          15.00
## 33720                           Palo Alto, CA               3.0           1.00
## 33721                           Cupertino, CA               5.0           2.00
## 33723                            New York, NY              20.0           1.00
## 33724                             Seattle, WA               6.0           0.00
## 33725                             Raleigh, NC               8.0           2.00
## 33726                        Philadelphia, PA              15.0           2.00
## 33730                              Dallas, TX              23.0           5.00
## 33731                           Rochester, NY              16.0           0.00
## 33735                       Mountain View, CA               1.0           1.00
## 33738                             Seattle, WA               8.0           1.00
## 33740                             Redmond, WA               8.0           2.00
## 33743                           San Diego, CA              15.0           7.00
## 33744                              Reston, VA              15.0           1.00
## 33745                         Bentonville, AR              11.0           0.00
## 33748                             Seattle, WA               7.0           3.00
## 33751                             Redmond, WA              14.0           5.00
## 33753                      Moscow, MC, Russia              11.0           7.00
## 33758              London, EN, United Kingdom              18.0           1.00
## 33759                             Redmond, WA               4.0           2.00
## 33765                             Redmond, WA               2.0           2.00
## 33768                            New York, NY               0.0           0.00
## 33769                       San Francisco, CA               4.0           4.00
## 33778                       San Francisco, CA              12.0           3.00
## 33779                       San Francisco, CA               5.0           3.00
## 33780                             Seattle, WA              28.0           2.00
## 33784                       Mountain View, CA              11.0           2.00
## 33785                             Seattle, WA              16.0           8.00
## 33787                          Washington, DC               8.0           2.00
## 33789                            New York, NY              15.0           5.00
## 33790                           Sunnyvale, CA              11.0           6.00
## 33791                           Cupertino, CA               9.0           5.00
## 33795                          Washington, DC               7.0           0.00
## 33798                           St. Louis, MO               8.0           5.00
## 33799                         Foster City, CA               3.0           3.00
## 33800                        Redwood City, CA               5.0           2.00
## 33803                             Redmond, WA               7.0           0.00
## 33804                             Seattle, WA               5.0           2.00
## 33806                            New York, NY              24.0           3.00
## 33807                             Chicago, IL               6.0           6.00
## 33809                              Boston, MA               2.0           1.00
## 33811                           Cupertino, CA               4.0           1.00
## 33815                           Sunnyvale, CA               8.0           6.00
## 33816                           Palo Alto, CA               0.0           0.00
## 33821                             Redmond, WA               5.0           5.00
## 33823                             Raleigh, NC               3.0           1.00
## 33824                             Seattle, WA               2.0           2.00
## 33825                              Austin, TX              27.0          20.00
## 33827                    Waterloo, ON, Canada               1.0           1.00
## 33828                            New York, NY               3.0           3.00
## 33829                             Seattle, WA               1.0           1.00
## 33833                             Seattle, WA               6.0           4.00
## 33834                             Seattle, WA              11.0           9.00
## 33836                             Seattle, WA              12.0           1.00
## 33839                              Denver, CO               8.0           8.00
## 33842                       San Francisco, CA               5.0           0.00
## 33843                            Secaucus, NJ               3.0           3.00
## 33844                             Chicago, IL               8.0           3.00
## 33846                             Fremont, CA               2.0           2.00
## 33848                       San Francisco, CA               3.0           0.00
## 33850                    Bangalore, KA, India              15.0           2.00
## 33851                       Mountain View, CA               0.0           0.00
## 33852                            Bellevue, WA               2.0           2.00
## 33853                     Munich, BY, Germany               8.0           8.00
## 33854            Sophia-Antipolis, PR, France              13.0           6.00
## 33855              London, EN, United Kingdom               6.0           4.00
## 33857                       Mountain View, CA               8.0           8.00
## 33861                            New York, NY               4.0           1.00
## 33863                             Seattle, WA               3.0           1.00
## 33865                       Paris, IL, France              25.0           4.00
## 33867                    Bengaluru, KA, India              10.0           5.00
## 33868                             Chicago, IL               5.0           3.00
## 33869                         Minneapolis, MN               5.0           5.00
## 33873                             Seattle, WA              20.0          20.00
## 33875                         Kansas City, MO               4.0           2.00
## 33877                             Seattle, WA               5.0           2.00
## 33881                           Cupertino, CA               5.0           1.00
## 33888                     Calgary, AB, Canada               8.0           1.00
## 33889                           Palo Alto, CA              20.0           0.00
## 33891                            New York, NY               7.0           2.00
## 33893                            New York, NY               6.0           1.00
## 33895                              Dublin, OH               8.0           4.00
## 33896                            New York, NY               0.0           0.00
## 33901                              Boston, MA              20.0          20.00
## 33903                             Seattle, WA               9.0           3.00
## 33904                         Minneapolis, MN               5.0           5.00
## 33905                             Seattle, WA               8.0           0.00
## 33906                       Mountain View, CA               0.0           0.00
## 33907                              Dallas, TX               8.0           0.00
## 33910                              Reston, VA              18.0           0.00
## 33911                              Austin, TX               8.0           5.00
## 33919                             Seattle, WA               8.0           0.00
## 33920                          Menlo Park, CA               6.0           0.00
## 33921                            Columbus, OH               1.0           0.00
## 33922                             Boulder, CO              35.0          23.00
## 33926                           Cupertino, CA               1.0           0.00
## 33927                              Dallas, TX               6.0           6.00
## 33928             Buenos Aires, DF, Argentina               5.0           5.00
## 33929                            New York, NY               7.0           2.00
## 33930                           Palo Alto, CA               0.0           0.00
## 33931                            San Jose, CA               0.0           0.00
## 33932                             Seattle, WA              30.0           3.00
## 33934                       San Francisco, CA               5.0           2.00
## 33936                              Irving, TX              20.0           9.00
## 33938                             Seattle, WA               7.0           7.00
## 33941                    Waterloo, ON, Canada               6.0           0.00
## 33942                            San Jose, CA               3.0           3.00
## 33943                            New York, NY              13.0          10.00
## 33944                             Seattle, WA              17.0           0.00
## 33947                       San Francisco, CA               6.0           0.00
## 33951                              Dallas, TX               5.0           2.00
## 33952                            San Jose, CA              11.0           3.00
## 33954                       San Francisco, CA              12.0           2.00
## 33956                          Menlo Park, CA               8.0           0.00
## 33957                               Miami, FL               2.0           2.00
## 33959                         Santa Clara, CA               2.0           2.00
## 33963                       San Francisco, CA              15.0          10.00
## 33966                             Seattle, WA               3.0           3.00
## 33967                            New York, NY               0.0           0.00
## 33968                             Seattle, WA               9.0           0.00
## 33970                       Mountain View, CA              15.0           2.00
## 33971                            Kirkland, WA               8.0           6.00
## 33972                            New York, NY              20.0           2.00
## 33973                    Bangalore, KA, India               3.0           1.00
## 33976                       Mountain View, CA               7.0           0.00
## 33979                            Roseland, NJ               1.0           1.00
## 33982                              Dallas, TX              10.0           3.00
## 33983                            New York, NY               7.0           3.00
## 33984                          Fort Worth, TX               2.0           0.00
## 33987                            Bellevue, WA               0.0           0.00
## 33988                        Redwood City, CA               2.0           0.00
## 33992                             Redmond, WA               4.0           1.00
## 33996                             Chicago, IL               1.0           0.00
## 33999                             Chicago, IL               1.0           1.00
## 34005                       Mountain View, CA               9.0           3.00
## 34007                           Charlotte, NC              13.0          13.00
## 34009                             Houston, TX               4.0           3.00
## 34010                           Sunnyvale, CA              10.0          10.00
## 34012                           Los Gatos, CA               9.0           0.00
## 34017                              Goleta, CA               5.0           5.00
## 34018                             Herndon, VA               1.0           1.00
## 34023                             Fremont, CA               2.0           1.00
## 34024                       Mountain View, CA               3.0           3.00
## 34025                           Sunnyvale, CA               5.0           4.00
## 34027                              Irvine, CA              12.0           2.00
## 34028                               Tempe, AZ               4.0           4.00
## 34029                            Bellevue, WA               5.0           3.00
## 34030                     Toronto, ON, Canada              10.0           4.00
## 34031                            San Jose, CA              14.0           0.00
## 34032                       Mountain View, CA               6.0           1.00
## 34034                              Dallas, TX               4.0           2.00
## 34035                        Philadelphia, PA              18.0           2.00
## 34037                             Seattle, WA               3.0           3.00
## 34045                    Bangalore, KA, India               1.0           1.00
## 34046                           Sunnyvale, CA               0.0           0.00
## 34047                             Seattle, WA               2.0           1.00
## 34048                             Seattle, WA              19.0           6.00
## 34053                         Bentonville, AR               8.0           4.00
## 34057                              Austin, TX               2.0           1.00
## 34060                             Seattle, WA               2.0           2.00
## 34062                           Cupertino, CA               9.0           5.00
## 34063                              Austin, TX              20.0          17.00
## 34064                            Columbus, OH               3.0           0.00
## 34065                    Bengaluru, KA, India              15.0           1.00
## 34066                            San Jose, CA               4.0           3.00
## 34067                           Milwaukee, WI               0.0           0.00
## 34069            Schwieberdingen, BW, Germany               8.0           8.00
## 34072                     Shawnee Mission, KS               7.0           0.00
## 34073                            New York, NY               6.0           6.00
## 34076                     Toronto, ON, Canada               3.0           3.00
## 34077                             Seattle, WA              10.0           1.00
## 34078                 Manila, MM, Philippines               2.0           1.00
## 34081                    Bangalore, KA, India               7.0           3.00
## 34083                       San Francisco, CA              15.0           2.00
## 34085          Leamington, EN, United Kingdom               5.0           3.00
## 34086                              Austin, TX              15.0           3.00
## 34088                            Portland, OR              25.0          25.00
## 34089                         Los Angeles, CA               2.0           0.00
## 34090                       San Francisco, CA               7.0           5.00
## 34091                       San Francisco, CA               4.0           2.00
## 34092                           Charlotte, NC               2.0           0.00
## 34093                           Cupertino, CA               8.0           0.00
## 34096                           Los Gatos, CA              12.0           5.00
## 34097                            New York, NY               5.0           0.00
## 34099                             Seattle, WA              15.0           0.00
## 34103                           Los Gatos, CA               9.0           7.00
## 34104                      Chennai, TN, India               4.0           4.00
## 34105                          Pleasanton, CA               3.0           3.00
## 34106                            San Jose, CA               2.0           2.00
## 34109                              Berwyn, PA              10.0           5.00
## 34110                             Seattle, WA               0.0           0.00
## 34111                           Sunnyvale, CA              10.0           4.00
## 34114                             Seattle, WA               4.0           0.00
## 34115                           Sunnyvale, CA              10.0           0.00
## 34117                       San Francisco, CA               1.0           1.00
## 34119                               Tempe, AZ               1.0           1.00
## 34120                             Boulder, CO               9.0           2.00
## 34121                             Seattle, WA               2.0           1.00
## 34122                     Toronto, ON, Canada               0.0           0.00
## 34129                 Geneva, GE, Switzerland              20.0          13.00
## 34130                            Chandler, AZ               4.0           4.00
## 34131                          Burlington, MA               1.0           1.00
## 34132                           Sunnyvale, CA               6.0           1.00
## 34138                             Seattle, WA               2.0           2.00
## 34142                       San Francisco, CA               4.0           2.00
## 34144                              Austin, TX               6.0           3.00
## 34145                            Columbus, OH               7.0           7.00
## 34147                   Sydney, NS, Australia              12.0           1.00
## 34149                            New York, NY               6.0           1.00
## 34151                           Palo Alto, CA              30.0           4.00
## 34153                           Palo Alto, CA               1.0           0.00
## 34154                         Santa Clara, CA               0.0           0.00
## 34155                           San Bruno, CA               2.0           2.00
## 34156                             Mc Lean, VA               7.0           0.00
## 34157                            New York, NY               0.0           0.00
## 34158                              Boston, MA              10.0           6.00
## 34161                     Toronto, ON, Canada               7.0           1.00
## 34162                           San Diego, CA              14.0           3.00
## 34164                              Boston, MA               2.0           2.00
## 34168                       San Francisco, CA              10.0           8.00
## 34169                         Minneapolis, MN               5.0           2.00
## 34172                   Vancouver, BC, Canada               6.0           0.00
## 34177                            New York, NY               0.0           0.00
## 34179                    Montreal, QC, Canada              16.0          15.00
## 34184                            New York, NY               7.0           4.00
## 34187                             Chicago, IL               4.0           2.00
## 34192                            San Jose, CA               5.0           2.00
## 34194                       Mountain View, CA               2.0           0.00
## 34195              London, EN, United Kingdom              13.0           5.00
## 34198                             Seattle, WA               4.0           4.00
## 34199                             Oakland, CA              14.0           3.00
## 34203                            New York, NY               9.0           9.00
## 34208                             Redmond, WA               0.0           0.00
## 34209                        Walnut Creek, CA              20.0           1.00
## 34211                       Mountain View, CA               3.0           2.00
## 34213                           Palo Alto, CA               8.0           0.00
## 34215                   Vancouver, BC, Canada               5.0           0.00
## 34216                            San Jose, CA               2.0           2.00
## 34218                             Redmond, WA               0.0           0.00
## 34220                             Boulder, CO              20.0           3.00
## 34223                             Raleigh, NC               0.0           0.00
## 34226                       San Francisco, CA              15.0          10.00
## 34227                         Jersey City, NJ              12.0           3.00
## 34230                             Belmont, CA               4.0           1.00
## 34231                              Boston, MA              15.0           4.00
## 34232                             Seattle, WA               5.0           5.00
## 34234                       Mountain View, CA               1.0           1.00
## 34243                           Cambridge, MA              16.0           2.00
## 34245                           Sunnyvale, CA              10.0           1.00
## 34249                          Washington, DC               2.0           1.00
## 34250                              Austin, TX              12.0           2.00
## 34251                             Seattle, WA              19.0           3.00
## 34252                       San Francisco, CA               3.0           0.00
## 34253                   Vancouver, BC, Canada               0.0           0.00
## 34255                           Charlotte, NC               1.0           1.00
## 34261                           Hillsboro, OR               8.0           0.00
## 34262                           Cupertino, CA              14.0           5.00
## 34264                              Vienna, VA               2.0           2.00
## 34265                             Redmond, WA               0.0           0.00
## 34268                            New York, NY              14.0           7.00
## 34274                     Dublin, DN, Ireland               5.0           2.00
## 34276                       San Francisco, CA               0.0           0.00
## 34277                            New York, NY               0.0           0.00
## 34278                           Palo Alto, CA               5.0           1.00
## 34279                             Seattle, WA               0.0           0.00
## 34282                            Richmond, VA              14.0           6.00
## 34284                             Redmond, WA              10.0           1.00
## 34286                       San Francisco, CA              12.0           4.00
## 34289                             Seattle, WA               1.0           1.00
## 34290                   Kitchener, ON, Canada               2.0           0.00
## 34291                             Seattle, WA               8.0           3.00
## 34298                             Seattle, WA               5.0           5.00
## 34299                       San Francisco, CA               5.0           2.00
## 34300                           Sunnyvale, CA              15.0          15.00
## 34303                         Doha, DA, Qatar               2.0           0.00
## 34306                           San Diego, CA              14.0           1.00
## 34308                    Bengaluru, KA, India               2.0           2.00
## 34313                           Sunnyvale, CA               6.0           2.00
## 34315                           Sunnyvale, CA               9.0           8.00
## 34316                             Seattle, WA               0.0           0.00
## 34317                       San Francisco, CA               5.0           0.00
## 34321                             Cypress, CA               2.0           2.00
## 34322                    Bengaluru, KA, India              16.0           2.00
## 34326                             Seattle, WA              10.0           0.00
## 34329                     Toronto, ON, Canada               0.0           0.00
## 34334                       San Francisco, CA              15.0           1.00
## 34335                           Cupertino, CA               5.0           1.00
## 34339                       San Francisco, CA               6.0           6.00
## 34345                       San Francisco, CA              10.0           0.00
## 34346                     Berlin, BE, Germany               8.0           6.00
## 34347                       San Francisco, CA               8.0           6.00
## 34354                      Ottawa, ON, Canada               8.0           2.00
## 34361                       Mountain View, CA              10.0           3.00
## 34362                             Seattle, WA               7.0           7.00
## 34366                       San Francisco, CA               2.0           1.00
## 34370                 Seoul, KG, Korea, South              12.0           2.00
## 34371                           Cupertino, CA               5.0           1.00
## 34374                     Dublin, DN, Ireland              15.0           1.00
## 34375                    Tel Aviv, TA, Israel              10.0           1.00
## 34376                            New York, NY               0.0           0.00
## 34378                    Bengaluru, KA, India               5.0           5.00
## 34379                              Boston, MA              20.0           5.00
## 34382                    Bangalore, KA, India               3.0           2.00
## 34387                           Beaverton, OR               3.0           0.00
## 34394                          Alpharetta, GA               3.0           1.00
## 34395                             Seattle, WA               0.0           0.00
## 34396                            New York, NY               5.0           4.00
## 34399                             Redmond, WA               0.0           0.00
## 34403                      Ottawa, ON, Canada               0.0           0.00
## 34409                          Cincinnati, OH              12.0          12.00
## 34410                             Redmond, WA              18.0          10.00
## 34414                           Sunnyvale, CA              18.0           6.00
## 34415                       Haifa, HA, Israel              13.0           1.00
## 34421                            Redlands, CA               3.0           3.00
## 34422                             Seattle, WA              15.0           2.00
## 34430                              Boston, MA              10.0           8.00
## 34432                          Menlo Park, CA               2.0           2.00
## 34433                       San Francisco, CA               3.0           3.00
## 34436                          Menlo Park, CA               2.0           0.00
## 34438                             Redmond, WA               3.0           2.00
## 34445                           Princeton, NJ              20.0           9.00
## 34447                             Seattle, WA               5.0           0.00
## 34450                            Portland, OR              10.0           2.00
## 34451                          Menlo Park, CA               7.0           3.00
## 34452                           San Diego, CA               3.0           3.00
## 34456                            Temecula, CA               7.0           5.00
## 34462                       San Francisco, CA              10.0           4.00
## 34464                               Tempe, AZ               3.0           2.00
## 34465                          Pittsburgh, PA               0.0           0.00
## 34470                         Bentonville, AR               4.0           3.00
## 34473                       San Francisco, CA              10.0           1.00
## 34474                            New York, NY               3.0           0.00
## 34476                    Bangalore, KA, India               7.0           2.00
## 34479                       San Francisco, CA               1.0           1.00
## 34481                       Mumbai, MH, India              15.0           3.00
## 34486                             Fairfax, VA               2.0           2.00
## 34487                  Frankfurt, HE, Germany              14.0           0.00
## 34491                           Rochester, NY               2.0           2.00
## 34494                     Toronto, ON, Canada               3.0           2.00
## 34496                         Minneapolis, MN               1.0           1.00
## 34498                            New York, NY               0.0           0.00
## 34501                             Seattle, WA               1.0           0.00
## 34502                            New York, NY               5.0           1.00
## 34503                       San Francisco, CA               8.0           2.00
## 34506                    Bengaluru, KA, India              12.0           1.00
## 34508                    New Delhi, DL, India               0.0           0.00
## 34510                       San Francisco, CA              11.0           2.00
## 34513                             Seattle, WA               2.0           2.00
## 34515                            New York, NY               4.0           2.00
## 34518              Amsterdam, NH, Netherlands              12.0           7.00
## 34520                       Mountain View, CA               5.0           0.00
## 34521                             Boulder, CO               0.0           0.00
## 34522                             Fremont, CA               0.0           0.00
## 34531                           Arlington, VA               6.0           6.00
## 34533                             Redmond, WA               8.0           4.00
## 34535                            New York, NY               7.0           0.00
## 34536                           Cupertino, CA              12.0          12.00
## 34538                              Vienna, VA               3.0           2.00
## 34539                  Jakarta, JK, Indonesia               4.0           3.00
## 34541                             Seattle, WA              14.0           0.00
## 34545         Dubai, DU, United Arab Emirates              11.0           0.00
## 34549                           Merrimack, NH               0.0           0.00
## 34550                             Seattle, WA               5.0           0.00
## 34551                            Portland, OR               2.0           1.00
## 34557                         Santa Clara, CA               5.0           5.00
## 34558                        Santa Monica, CA              11.0           1.00
## 34560                       San Francisco, CA              15.0           5.00
## 34561                    Bangalore, KA, India               8.0           3.00
## 34562                        Noida, UP, India               7.0           3.00
## 34563                    Bangalore, KA, India               1.0           1.00
## 34567                            New York, NY               1.0           0.00
## 34568                 South San Francisco, CA               5.0           1.00
## 34569                          Washington, DC               3.0           3.00
## 34575              London, EN, United Kingdom               5.0           0.00
## 34577                       Mountain View, CA               5.0           3.00
## 34579                             Seattle, WA              10.0           0.00
## 34581                        Philadelphia, PA               5.0           5.00
## 34583                              Irvine, CA               3.0           3.00
## 34585                             Redmond, WA               7.0           5.00
## 34586                         Minneapolis, MN              10.0           0.00
## 34587                            New York, NY              13.0           2.00
## 34589                             Chicago, IL               8.0           7.00
## 34590                     Munich, BY, Germany              10.0           1.00
## 34591                             Seattle, WA               8.0           8.00
## 34592                           Sunnyvale, CA               3.0           1.00
## 34595                             Malvern, PA               0.0           0.00
## 34596                           Sunnyvale, CA               1.0           1.00
## 34597                   Vancouver, BC, Canada               5.0           0.00
## 34599                     Toronto, ON, Canada               5.0           2.00
## 34601                            San Jose, CA               0.0           0.00
## 34602                             Redmond, WA               1.0           1.00
## 34605                             Seattle, WA               0.0           0.00
## 34606                             Redmond, WA               5.0           1.00
## 34607                             Redmond, WA               5.0           1.00
## 34608                            New York, NY               8.0           8.00
## 34609                             Seattle, WA              13.0          10.00
## 34610                    Bengaluru, KA, India               7.0           1.00
## 34611                            Bellevue, WA               2.0           0.00
## 34613                       Mountain View, CA              10.0           3.00
## 34617                      Chennai, TN, India               6.0           1.00
## 34618                        Lund, SN, Sweden              13.0           4.00
## 34620                    Bengaluru, KA, India               6.0           2.00
## 34626              London, EN, United Kingdom              10.0           5.00
## 34627                           Los Gatos, CA              10.0           2.00
## 34628                 Heidelberg, BW, Germany              10.0           9.00
## 34629                      Taipei, TP, Taiwan              10.0          10.00
## 34630              Amsterdam, NH, Netherlands               6.0           1.00
## 34633                             Seattle, WA               5.0           1.00
## 34634                             Atlanta, GA               0.0           0.00
## 34635                             Herndon, VA               1.0           1.00
## 34637                            New York, NY               9.0           2.00
## 34638                     Toronto, ON, Canada              15.0           1.00
## 34639                           Sunnyvale, CA               2.0           2.00
## 34643                      Gurgaon, HR, India              11.0           3.00
## 34645                              Austin, TX               0.0           0.00
## 34648                       San Francisco, CA               7.0           0.00
## 34649                             Redmond, WA               0.0           0.00
## 34650                    Bangalore, KA, India               1.0           1.00
## 34651                             Redmond, WA               5.0           2.00
## 34652                             Redmond, WA               4.0           2.00
## 34656                            Milpitas, CA               3.0           0.00
## 34658                            New York, NY               7.0           0.00
## 34660                              Warren, MI               0.0           0.00
## 34662                           San Diego, CA               5.0           2.00
## 34665                          Menlo Park, CA               5.0           1.00
## 34667                       Madrid, MD, Spain              20.0           6.00
## 34668                     Munich, BY, Germany              12.0           4.00
## 34673                              Boston, MA               8.0           3.00
## 34674                           Cupertino, CA               9.0           5.00
## 34677                             Seattle, WA               4.0           4.00
## 34685                              Dallas, TX              22.0           2.00
## 34689                            New York, NY               2.0           2.00
## 34695                            Bellevue, WA              12.0           0.00
## 34698                    Bengaluru, KA, India               7.0           3.00
## 34702                           San Diego, CA               3.0           0.00
## 34707                    Bangalore, KA, India               1.0           1.00
## 34708                             Seattle, WA               9.0           2.00
## 34709                             Seattle, WA               5.0           1.00
## 34712                     Munich, BY, Germany              13.0           0.00
## 34713                       San Francisco, CA               2.0           1.00
## 34714                            San Jose, CA               6.0           1.00
## 34716                   Vancouver, BC, Canada               1.0           1.00
## 34720                             Seattle, WA               4.0           1.00
## 34723                    Bengaluru, KA, India               1.0           1.00
## 34724                       Mountain View, CA              15.0          15.00
## 34725                             Fairfax, VA              10.0           5.00
## 34726                             Seattle, WA               7.0           4.00
## 34728                           Sunnyvale, CA               2.0           0.00
## 34729                             Chicago, IL               5.0           5.00
## 34731                           Sunnyvale, CA               3.0           0.00
## 34733                               Plano, TX              11.0           3.00
## 34734                       Mountain View, CA              14.0           3.00
## 34735                           Los Gatos, CA              10.0           1.00
## 34736                   Vancouver, BC, Canada               2.0           0.00
## 34742                           San Diego, CA               4.0           4.00
## 34743                       San Francisco, CA               5.0           2.00
## 34744                           Sunnyvale, CA              20.0           0.00
## 34747              London, EN, United Kingdom               0.0           0.00
## 34748                       San Francisco, CA               6.0           4.00
## 34749                             Herndon, VA              12.0           4.00
## 34750                             Seattle, WA              15.0           1.00
## 34752                     Toronto, ON, Canada               2.0           1.00
## 34753                           San Diego, CA               6.0           3.00
## 34755                            Roseland, NJ               0.0           0.00
## 34756                       San Francisco, CA               4.0           2.00
## 34757                           San Diego, CA               9.0           9.00
## 34760                             Seattle, WA               0.0           0.00
## 34761                              Durham, NC               4.0           1.00
## 34762                             Redmond, WA               3.0           0.00
## 34766                             Seattle, WA              10.0           0.00
## 34767                             Redmond, WA              15.0           7.00
## 34769                    Bangalore, KA, India              12.0          12.00
## 34770                             Seattle, WA               7.0           5.00
## 34773                           San Diego, CA              12.0          10.00
## 34774                            New York, NY               1.0           1.00
## 34786                              Denver, CO               1.0           1.00
## 34788                            New York, NY               4.0           4.00
## 34789                              Irvine, CA               0.0           0.00
## 34790             Glasgow, SC, United Kingdom              12.0           3.00
## 34794                             Seattle, WA              10.0          10.00
## 34797                          Menlo Park, CA               0.0           0.00
## 34798                           Cupertino, CA              10.0           4.00
## 34800                            New York, NY               7.0           2.00
## 34804                    Hyderabad, TS, India              12.0           2.00
## 34810                    Bangalore, KA, India               5.0           0.00
## 34811                    Bengaluru, KA, India               0.0           0.00
## 34812                             Seattle, WA               6.0           4.00
## 34813                       Mountain View, CA              15.0          12.00
## 34814                       Mountain View, CA               0.0           0.00
## 34817                     Berlin, BE, Germany               6.0           0.00
## 34819                           Arlington, VA               7.0           0.00
## 34820                           Sunnyvale, CA               8.0           5.00
## 34823                         Los Angeles, CA               6.0           1.00
## 34826              London, EN, United Kingdom               3.0           0.00
## 34827                             Seattle, WA              10.0          10.00
## 34831                              Austin, TX              10.0           8.00
## 34832                           Cupertino, CA              12.0           6.00
## 34833                             Chicago, IL               5.0           0.00
## 34834                       Mountain View, CA               4.0           3.00
## 34836                             Atlanta, GA              12.0           6.00
## 34837                         Santa Clara, CA               5.0           3.00
## 34841                              Irvine, CA              10.0           1.00
## 34842                             Seattle, WA               0.0           0.00
## 34847                           Sunnyvale, CA               2.0           1.00
## 34849                         Pune, MH, India              14.0           1.00
## 34857                       San Francisco, CA              12.0           1.00
## 34859                           Southbury, CT               5.0           5.00
## 34860                           Sunnyvale, CA               7.0           1.00
## 34863                   Vancouver, BC, Canada               5.0           0.00
## 34864                     Toronto, ON, Canada               4.0           1.00
## 34866                     Toronto, ON, Canada               1.0           1.00
## 34867                      Ottawa, ON, Canada              18.0           1.00
## 34868                       Kiev, KC, Ukraine               9.0           5.00
## 34869                     Toronto, ON, Canada               5.0           2.00
## 34871                    Montreal, QC, Canada               4.0           4.00
## 34875                      Ottawa, ON, Canada               5.0           5.00
## 34878                       Basking Ridge, NJ               0.0           0.00
## 34879                             Seattle, WA              10.0           6.00
## 34880                             Redmond, WA               7.0           2.00
## 34881                           Hillsboro, OR              10.0          10.00
## 34882                            New York, NY               6.0           2.00
## 34889                       Mountain View, CA              10.0           1.00
## 34893                           Sunnyvale, CA               0.0           0.00
## 34896                       San Francisco, CA               1.0           0.00
## 34898                       San Francisco, CA               0.0           0.00
## 34900                            New York, NY               0.0           0.00
## 34904                              Dallas, TX               7.0           7.00
## 34906                             Chicago, IL               4.0           4.00
## 34908                             Seattle, WA              15.0           4.00
## 34909                             Wichita, KS              20.0          17.00
## 34913                             Seattle, WA               2.0           2.00
## 34916                             Phoenix, AZ               0.0           0.00
## 34919                   Stockholm, ST, Sweden               6.0           3.00
## 34922                     Dublin, DN, Ireland               4.0           1.00
## 34923                          Pittsburgh, PA               5.0           4.00
## 34928                    Montreal, QC, Canada              17.0          12.00
## 34930                             Seattle, WA               9.0           7.00
## 34933                          Menlo Park, CA               2.0           2.00
## 34934                              Austin, TX               3.0           3.00
## 34936                              Boston, MA              25.0           5.00
## 34938                            New York, NY               7.0           1.00
## 34940                     Dublin, DN, Ireland              10.0           2.00
## 34947                             Seattle, WA               5.0           0.00
## 34951                    Hyderabad, TS, India              20.0           5.00
## 34952                               Provo, UT               8.0           8.00
## 34953                       San Francisco, CA               6.0           0.00
## 34957                           Sunnyvale, CA               2.0           1.00
## 34959                     Toronto, ON, Canada               0.0           0.00
## 34960                               Tampa, FL               4.0           0.00
## 34963                           Sunnyvale, CA              13.0           5.00
## 34969                              Natick, MA               1.0           1.00
## 34971                       San Francisco, CA              20.0           2.00
## 34975                           Arlington, VA              20.0           4.00
## 34983                             Redmond, WA               0.0           0.00
## 34984                             Seattle, WA               5.0           4.00
## 34985                             Seattle, WA              13.0           7.00
## 34986                       Mountain View, CA               6.0           0.00
## 34989                       San Francisco, CA               1.0           1.00
## 34991                          Washington, DC               9.0           2.00
## 34992                   Helsinki, ES, Finland               2.0           2.00
## 34993                             Herndon, VA              23.0           0.00
## 34994                              Boston, MA               1.0           0.00
## 34995                            New York, NY               4.0           3.00
## 34996                       San Francisco, CA              15.0          12.00
## 34997                           San Ramon, CA               6.0           5.00
## 34998                        South Jordan, UT               6.0           1.00
## 34999                             Seattle, WA              14.0           4.00
## 35000                             Detroit, MI               2.0           0.00
## 35002                      Ottawa, ON, Canada               2.0           1.00
## 35003                             Seattle, WA               3.0           1.00
## 35004                       San Francisco, CA               1.0           1.00
## 35006                    Bangalore, KA, India              10.0           1.00
## 35007                             Seattle, WA               9.0           3.00
## 35008                         Los Angeles, CA              10.0           4.00
## 35010                           San Bruno, CA               3.0           1.00
## 35013                       San Francisco, CA               2.0           0.00
## 35017                          Menlo Park, CA               6.0           0.00
## 35019                            New York, NY               8.0           1.00
## 35024                              Boston, MA              16.0          16.00
## 35027                       San Francisco, CA               5.0           1.00
## 35028                        Philadelphia, PA              10.0           4.00
## 35035                          Menlo Park, CA               5.0           0.00
## 35040                         Los Angeles, CA               0.0           0.00
## 35042                       San Francisco, CA              13.0           3.00
## 35043                      Kanata, ON, Canada              10.0           3.00
## 35044                            Torrance, CA              13.0           7.00
## 35046                       San Francisco, CA               6.0           4.00
## 35048                       San Francisco, CA              15.0           2.00
## 35049                              Aurora, CO               1.0           0.00
## 35052                           San Diego, CA              10.0           9.00
## 35054                         Minneapolis, MN               6.0           6.00
## 35060                   Sydney, NS, Australia              10.0           1.00
## 35065                      Taipei, TP, Taiwan               6.0           2.00
## 35066                          Fort Worth, TX               5.0           1.00
## 35067                             Atlanta, GA              19.0           6.00
## 35070                    Waterloo, ON, Canada               6.0           0.00
## 35075                     Berlin, BE, Germany              12.0           0.00
## 35076                           Sunnyvale, CA              25.0          12.00
## 35081                          Northbrook, IL               4.0           4.00
## 35082                           Los Gatos, CA              24.0           1.00
## 35087                            New York, NY               0.0           0.00
## 35088                           Sunnyvale, CA              10.0           0.00
## 35089                           San Diego, CA              10.0           4.00
## 35090                            Brooklyn, NY               3.0           0.00
## 35092                            San Jose, CA               2.0           2.00
## 35094                            New York, NY               8.0           0.00
## 35095                             Seattle, WA               3.0           0.00
## 35097                           Sunnyvale, CA               9.0           2.00
## 35098                             Redmond, WA               2.0           2.00
## 35099                       San Francisco, CA               2.0           2.00
## 35104                            New York, NY               1.0           0.00
## 35108                             Herndon, VA               2.0           1.00
## 35119                               Tampa, FL              15.0           0.00
## 35120                             Seattle, WA               8.0           3.00
## 35121                             Redmond, WA               2.0           1.00
## 35122                           Palo Alto, CA               6.0           6.00
## 35123                 Seoul, KG, Korea, South              24.0           0.00
## 35124                           Cupertino, CA               0.0           0.00
## 35126                              Boston, MA              14.0           0.00
## 35127                           Hillsboro, OR              20.0          20.00
## 35129                             Houston, TX               0.0           0.00
## 35133                        Santa Monica, CA               2.0           0.00
## 35136                            New York, NY               0.0           0.00
## 35138                       San Francisco, CA               8.0           1.00
## 35139                              Austin, TX               5.0           3.00
## 35142                    Bengaluru, KA, India               1.0           1.00
## 35148                    Bengaluru, KA, India               3.0           0.00
## 35151                       Mountain View, CA              15.0           3.00
## 35152                      Moscow, MC, Russia              14.0           3.00
## 35153            Saint Petersburg, SP, Russia              11.0           2.00
## 35154              London, EN, United Kingdom               5.0           2.00
## 35156                       San Francisco, CA               5.0           2.00
## 35157                     Dublin, DN, Ireland               7.0           0.00
## 35158                    Bangalore, KA, India               2.0           2.00
## 35160                    Bengaluru, KA, India               8.0           6.00
## 35165                            Bellevue, WA              12.0          12.00
## 35166                             Atlanta, GA               0.0           0.00
## 35169                    Waterloo, ON, Canada               3.0           0.00
## 35171                       San Francisco, CA               8.0           1.00
## 35172                       San Francisco, CA               3.0           1.00
## 35173                            New York, NY               1.0           0.00
## 35176                          Menlo Park, CA               4.0           4.00
## 35178                             Redmond, WA              12.0           6.00
## 35183                           Cambridge, MA              14.0           0.00
## 35184                        Tokyo, TY, Japan              10.0           3.00
## 35187                       San Francisco, CA               2.0           1.00
## 35189                             Seattle, WA               1.0           1.00
## 35191                             Seattle, WA               6.0           6.00
## 35194                    Bangalore, KA, India               4.0           4.00
## 35196                             Seattle, WA               0.0           0.00
## 35197                            New York, NY               5.0           5.00
## 35199                        Noida, UP, India              10.0           5.00
## 35201                    Bengaluru, KA, India               0.0           0.00
## 35202                      Salt Lake City, UT               5.0           4.00
## 35203                            San Jose, CA              20.0           5.00
## 35207                             Seattle, WA               0.0           0.00
## 35212                        Tokyo, TY, Japan              10.0           3.00
## 35214                            Palmdale, CA              12.0          12.00
## 35216                          Palm Beach, FL               5.0           0.00
## 35217                       Mumbai, MH, India              30.0          15.00
## 35218                       San Francisco, CA               2.0           0.00
## 35219                             Seattle, WA              14.0           3.00
## 35220                       San Francisco, CA               7.0           3.00
## 35223                            San Jose, CA               3.0           2.00
## 35227                            San Jose, CA               2.0           1.00
## 35228                            New York, NY               6.0           0.00
## 35230              London, EN, United Kingdom              10.0           1.00
## 35233                             Norwalk, CT               2.0           2.00
## 35234                         Los Angeles, CA               2.0           0.00
## 35240                    Montreal, QC, Canada               8.0           1.00
## 35241                       Santa Barbara, CA               9.0           2.00
## 35244                       Mountain View, CA               6.0           6.00
## 35246                            New York, NY               5.0           2.00
## 35248                             Seattle, WA               7.0           0.00
## 35254                           Cupertino, CA               2.0           2.00
## 35255                             Redmond, WA               0.0           0.00
## 35259                       San Francisco, CA               2.0           2.00
## 35260                            Bellevue, WA               0.0           0.00
## 35265                           San Diego, CA               2.0           1.00
## 35266                       San Francisco, CA              14.0          12.00
## 35267                             Chicago, IL               2.0           2.00
## 35271                      Beijing, BJ, China               7.0           4.00
## 35273                Riyadh, RI, Saudi Arabia              10.0           6.00
## 35275                             Seattle, WA              15.0           1.00
## 35276                           Charlotte, NC               9.0           2.00
## 35277              Luxembourg, LU, Luxembourg               2.0           0.00
## 35278                          Washington, DC              10.0           9.00
## 35279                       Madrid, MD, Spain               7.0           4.00
## 35280                    Bangalore, KA, India               6.0           2.00
## 35281              London, EN, United Kingdom               8.0           1.00
## 35285                       San Francisco, CA               2.0           0.00
## 35286                    Bangalore, KA, India               5.0           1.00
## 35289                       San Francisco, CA               4.0           0.00
## 35295                            New York, NY               3.0           0.00
## 35296                            New York, NY              11.0           7.00
## 35301                             Oakland, CA               4.0           2.00
## 35302                             Sunrise, FL               1.0           1.00
## 35305                             Seattle, WA              20.0           0.00
## 35306                       Mountain View, CA               4.0           2.00
## 35308                       San Francisco, CA               1.0           1.00
## 35309                             Seattle, WA              10.0           0.00
## 35310                             Redmond, WA               6.0           0.00
## 35311                          Washington, DC               2.0           0.00
## 35313                       San Francisco, CA               5.0           4.00
## 35318                           Cupertino, CA               1.0           1.00
## 35319                          Menlo Park, CA               6.0           0.00
## 35321                         Santa Clara, CA               6.0           1.00
## 35330                    Bangalore, KA, India              16.0           2.00
## 35332                   Sydney, NS, Australia              17.0           2.00
## 35335              London, EN, United Kingdom               8.0           0.00
## 35336                        Nice, PR, France               6.0           6.00
## 35337                       San Francisco, CA               1.0           1.00
## 35338                              Austin, TX               1.0           0.00
## 35341                     Toronto, ON, Canada              10.0           3.00
## 35344                       Mumbai, MH, India               4.0           1.00
## 35345                            New York, NY               6.0           2.00
## 35346                             Redmond, WA               0.0           0.00
## 35350                             Atlanta, GA               6.0           1.00
## 35353                         Santa Clara, CA               7.0           1.00
## 35355                           Sunnyvale, CA               2.0           0.00
## 35356                   Vancouver, BC, Canada               1.0           1.00
## 35357                             Redmond, WA              29.0          27.00
## 35359                             Seattle, WA              13.0           5.00
## 35361                           Charlotte, NC               9.0           0.00
## 35362                             Seattle, WA               1.0           1.00
## 35363                             Seattle, WA              12.0           6.00
## 35364                                Lehi, UT               2.0           2.00
## 35365                          Washington, DC              10.0           6.00
## 35369                     Munich, BY, Germany               5.0           5.00
## 35376                       Mumbai, MH, India               8.0           8.00
## 35378                    Bengaluru, KA, India               9.0           8.00
## 35381                        Noida, UP, India               8.0           0.00
## 35382                        Noida, UP, India               8.0           3.00
## 35384                           Sunnyvale, CA              10.0           2.00
## 35386                    Bengaluru, KA, India              15.0           1.00
## 35391                           Palo Alto, CA              17.0          10.00
## 35393                       San Francisco, CA               5.0           1.00
## 35394                       Paris, IL, France              20.0           1.00
## 35395                       San Francisco, CA               2.0           0.00
## 35396            Saint Petersburg, SP, Russia               8.0           5.00
## 35397                          Menlo Park, CA              10.0           3.00
## 35398                           Hillsboro, OR               9.0           9.00
## 35400                    Bengaluru, KA, India              10.0           2.00
## 35403                          Menlo Park, CA              13.0           7.00
## 35405                          Pleasanton, CA               6.0           4.00
## 35406                       San Francisco, CA               0.0           0.00
## 35408                            Richmond, VA               0.0           0.00
## 35409                              Denver, CO               6.0           1.00
## 35410                       San Francisco, CA              19.0           2.00
## 35411                            New York, NY               4.0           0.00
## 35413                       San Francisco, CA               1.0           0.00
## 35414                            New York, NY              25.0          13.00
## 35416                           Palo Alto, CA               8.0           2.00
## 35417                             Seattle, WA               3.0           3.00
## 35419                             Seattle, WA               7.0           0.00
## 35420                            New York, NY               5.0           2.00
## 35421                             Seattle, WA              15.0           0.00
## 35424                       San Francisco, CA               3.0           3.00
## 35425                             Seattle, WA              20.0          10.00
## 35430                            San Jose, CA               6.0           4.00
## 35439                          Washington, DC               3.0           1.00
## 35444                        Redwood City, CA               7.0           1.00
## 35453                                Lehi, UT               7.0           4.00
## 35454                        Redwood City, CA               6.0           3.00
## 35457                        Philadelphia, PA              10.0          10.00
## 35460                             Seattle, WA              10.0           3.00
## 35462                             Seattle, WA              13.0           9.00
## 35466                           Los Gatos, CA               3.0           3.00
## 35467                             Seattle, WA              20.0          20.00
## 35469                             Seattle, WA               7.0           1.00
## 35472                       San Francisco, CA              15.0           5.00
## 35473                             Redmond, WA               0.0           0.00
## 35475                          Menlo Park, CA               7.0           0.00
## 35477                             Seattle, WA              10.0          10.00
## 35482                            San Jose, CA              15.0          12.00
## 35483                           Sunnyvale, CA               3.0           0.00
## 35485                             Phoenix, AZ               5.0           2.00
## 35486                          Menlo Park, CA              11.0           2.00
## 35490                            San Jose, CA              14.0           4.00
## 35494          Hong Kong, HK, Hong Kong (SAR)               5.0           5.00
## 35496                            New York, NY               8.0           7.00
## 35500                             Seattle, WA               5.0           0.00
## 35501                         Culver City, CA               5.0           1.00
## 35502                            New York, NY               9.0           5.00
## 35508                             Seattle, WA               3.0           0.00
## 35511                             Seattle, WA              11.0          10.00
## 35515                             Seattle, WA               5.0           5.00
## 35516                          Washington, DC               1.0           1.00
## 35517                       Mountain View, CA               0.0           0.00
## 35519                             Seattle, WA               5.0           0.00
## 35520                              Boston, MA              10.0           5.00
## 35521                            San Jose, CA               5.0           1.00
## 35522                             Redmond, WA               9.0           1.00
## 35524                       Kiev, KC, Ukraine               8.0           0.00
## 35527                     Toronto, ON, Canada               9.0           3.00
## 35530                            San Jose, CA               2.0           0.00
## 35536                       Mountain View, CA               2.0           1.00
## 35539                             Atlanta, GA               3.0           0.00
## 35541                            New York, NY               3.0           3.00
## 35545                       San Francisco, CA               8.0           6.00
## 35548                       San Francisco, CA              15.0           2.00
## 35551                         Foster City, CA              20.0           8.00
## 35553                             Redmond, WA              25.0           1.00
## 35556                           Greenwich, CT              20.0          10.00
## 35563                            New York, NY               5.0           0.00
## 35564                             Seattle, WA               8.0           0.00
## 35566                Singapore, SG, Singapore               1.0           1.00
## 35567                    Bengaluru, KA, India               4.0           0.00
## 35569                   Sydney, NS, Australia               5.0           0.00
## 35570                          Menlo Park, CA               2.0           2.00
## 35572                    Bangalore, KA, India               7.0           1.00
## 35573                             Houston, TX              12.0          12.00
## 35575                              Austin, TX               4.0           0.00
## 35586                       Mountain View, CA               2.0           0.00
## 35588                       San Francisco, CA              25.0           4.00
## 35590                           St. Louis, MO               0.0           0.00
## 35591                          Menlo Park, CA              16.0           0.00
## 35592                            New York, NY               4.0           1.00
## 35594                             Phoenix, AZ              16.0           9.00
## 35598                             Raleigh, NC              15.0           4.00
## 35602                             Redmond, WA               5.0           0.00
## 35607                           Sunnyvale, CA              10.0           1.00
## 35609                           Palo Alto, CA               1.0           1.00
## 35610                 Zurich, ZH, Switzerland               6.0           4.00
## 35613                             Seattle, WA              15.0           0.00
## 35614                           Sunnyvale, CA               9.0           1.00
## 35617                            Milpitas, CA               5.0           5.00
## 35618                           Beaverton, OR               9.0           4.00
## 35619                           Palo Alto, CA               2.0           0.00
## 35623                             Seattle, WA               0.0           0.00
## 35624                         Santa Clara, CA              20.0           5.00
## 35625                            Dearborn, MI               7.0           3.00
## 35626                           Arlington, VA               4.0           1.00
## 35630                    Bengaluru, KA, India              14.0           1.00
## 35631                           Palo Alto, CA              10.0           0.00
## 35634                            New York, NY               3.0           2.00
## 35636                    Edmonton, AB, Canada              16.0           6.00
## 35638                           Littleton, MA               0.0           0.00
## 35640                     Dublin, DN, Ireland               3.0           1.00
## 35641                     Dublin, DN, Ireland               3.0           1.00
## 35642                       Milano, LO, Italy              13.0           0.00
## 35643                      Krakow, MA, Poland              16.0          16.00
## 35645                    Tel Aviv, TA, Israel               7.0           0.00
## 35646                             Seattle, WA               5.0           5.00
## 35650                            New York, NY               3.0           3.00
## 35651                             Seattle, WA               0.0           0.00
## 35652                            New York, NY               0.0           0.00
## 35655                            New York, NY              12.0           0.00
## 35661                            New York, NY               3.0           0.00
## 35662                            New York, NY               0.0           0.00
## 35667                            San Jose, CA               7.0           1.00
## 35670                            San Jose, CA              10.0           3.00
## 35671              Amsterdam, NH, Netherlands               8.0           6.00
## 35673                             Seattle, WA               5.0           0.00
## 35675                             Seattle, WA               3.0           3.00
## 35676                           Palo Alto, CA               4.0           1.00
## 35678                     Berlin, BE, Germany               4.0           0.00
## 35680                         Santa Clara, CA               2.0           2.00
## 35681                              Austin, TX               8.0           1.00
## 35683                         Los Angeles, CA              11.0           0.00
## 35685                            Bellevue, WA               2.0           0.00
## 35687                            New York, NY               0.0           0.00
## 35688                             Chicago, IL               7.0           4.00
## 35689                            New York, NY              12.0          12.00
## 35691                             Burbank, CA              17.0           7.00
## 35692                       San Francisco, CA               2.0           0.00
## 35694                             Seattle, WA               3.0           0.00
## 35695                             Fremont, CA               3.0           0.00
## 35698                       San Francisco, CA              10.0           8.00
## 35702                   Vancouver, BC, Canada               3.0           1.00
## 35710                             Seattle, WA               6.0           5.00
## 35711                         Los Angeles, CA              10.0           3.00
## 35715                          Menlo Park, CA               4.0           1.00
## 35717                             Seattle, WA              15.0           1.00
## 35719                             Atlanta, GA               5.0           0.00
## 35720                             Redmond, WA               6.0           6.00
## 35721                            New York, NY               5.0           2.00
## 35724                             Seattle, WA               3.0           3.00
## 35726                             Redmond, WA               1.0           0.00
## 35727                    Bangalore, KA, India              17.0          14.00
## 35728                             Seattle, WA               3.0           3.00
## 35729                       Mountain View, CA              18.0           8.00
## 35734                           Hillsboro, OR              13.0          10.00
## 35743                             Seattle, WA               3.0           3.00
## 35746                       San Francisco, CA               0.0           0.00
## 35749                       San Francisco, CA               2.0           0.00
## 35751                            New York, NY               7.0           3.00
## 35752                             Seattle, WA              18.0           9.00
## 35753                            New York, NY               1.0           1.00
## 35755                            San Jose, CA              11.0           3.00
## 35758                     Calgary, AB, Canada               9.0           2.00
## 35760                             Chicago, IL              10.0           1.00
## 35762                Singapore, SG, Singapore               5.0           2.00
## 35765                             Seattle, WA              15.0           6.00
## 35766                         Minneapolis, MN               3.0           2.00
## 35771                             Seattle, WA               6.0           4.00
## 35773                    Bangalore, KA, India              10.0           6.00
## 35777                             Fairfax, VA               5.0           5.00
## 35778                             Seattle, WA               4.0           1.00
## 35779              London, EN, United Kingdom               7.0           0.00
## 35783                             Seattle, WA               3.0           0.00
## 35784              London, EN, United Kingdom               7.0           1.00
## 35785                    Tel Aviv, TA, Israel              13.0           5.00
## 35788                             Chicago, IL               3.0           1.00
## 35792                            New York, NY              11.0          11.00
## 35797                              Newark, CA               3.0           0.00
## 35798              Amsterdam, NH, Netherlands              10.0           6.00
## 35800                           Sunnyvale, CA               1.0           0.00
## 35801                       San Francisco, CA               6.0           0.00
## 35802                             Chicago, IL               4.0           4.00
## 35805                             Redmond, WA               4.0           4.00
## 35806                             Raleigh, NC               0.0           0.00
## 35809                             Chicago, IL               5.0           0.00
## 35812                       San Francisco, CA               3.0           3.00
## 35814                             Seattle, WA               9.0           4.00
## 35815                     Toronto, ON, Canada               8.0           0.00
## 35817                           Palo Alto, CA               4.0           2.00
## 35818                           Palo Alto, CA               0.0           0.00
## 35820                            San Jose, CA               2.0           1.00
## 35822                             Fairfax, VA               4.0           1.00
## 35823                      Ottawa, ON, Canada               0.0           0.00
## 35825                      Beijing, BJ, China               2.0           1.00
## 35826                       San Francisco, CA               0.0           0.00
## 35828              London, EN, United Kingdom               7.0           0.00
## 35832              London, EN, United Kingdom              10.0           2.00
## 35835                              Dallas, TX               0.0           0.00
## 35837                            New York, NY               4.0           2.00
## 35838                             Chicago, IL              30.0           5.00
## 35839                       San Francisco, CA               5.0           3.00
## 35840                           Sunnyvale, CA              10.0           1.00
## 35841                           Arlington, VA              18.0           5.00
## 35842                             Seattle, WA               7.0           0.00
## 35843                            Portland, OR              28.0          23.00
## 35844                     Dublin, DN, Ireland               6.0           2.00
## 35845                             Seattle, WA               1.0           1.00
## 35852                           San Diego, CA              20.0           3.00
## 35858                       Santa Barbara, CA               2.0           1.00
## 35859                             Seattle, WA               7.0           2.00
## 35863                        Owings Mills, MD               0.0           0.00
## 35864                            Richmond, VA               0.0           0.00
## 35865                          Burlington, MA               1.0           1.00
## 35866                             Redmond, WA               6.0           4.00
## 35867                             Seattle, WA               8.0           2.00
## 35876                              Durham, NC               5.0           5.00
## 35879                    Tel Aviv, TA, Israel              15.0           3.00
## 35880                             Seattle, WA               0.0           0.00
## 35881                       San Francisco, CA               4.0           4.00
## 35882                            New York, NY               0.0           0.00
## 35884                             Redmond, WA               0.0           0.00
## 35885                Singapore, SG, Singapore               0.0           0.00
## 35888                            New York, NY               2.0           2.00
## 35895                             Redmond, WA              12.0           6.00
## 35896                            New York, NY               7.0           0.00
## 35897                             Seattle, WA               0.0           0.00
## 35898                       San Francisco, CA               8.0           1.00
## 35904                              Irving, TX               4.0           2.00
## 35907                             Redmond, WA               7.0           5.00
## 35909                       Mountain View, CA               2.0           1.00
## 35916                             Seattle, WA              12.0           7.00
## 35919                    Hyderabad, TS, India               2.0           0.00
## 35921                              Austin, TX               4.0           0.00
## 35923                             Raleigh, NC              24.0          20.00
## 35924                 Zurich, ZH, Switzerland              10.0           1.00
## 35925                           Sunnyvale, CA              25.0           1.00
## 35926                              Dallas, TX               0.0           0.00
## 35927                             Seattle, WA               0.0           0.00
## 35930                           Cupertino, CA              14.0           0.00
## 35931                          Menlo Park, CA               0.0           0.00
## 35934                             Seattle, WA               0.0           0.00
## 35935                             Seattle, WA               4.0           4.00
## 35936                    Bengaluru, KA, India               0.0           0.00
## 35939                            New York, NY              15.0           1.00
## 35940                           Sunnyvale, CA               2.0           2.00
## 35941                              Brazil, IN               6.0           5.00
## 35943                       San Francisco, CA              15.0           0.00
## 35944                           San Diego, CA               7.0           4.00
## 35949                           Sunnyvale, CA               3.0           0.00
## 35950                            New York, NY               0.0           0.00
## 35951                           Sunnyvale, CA              18.0           9.00
## 35954                            Bellevue, WA               8.0           8.00
## 35957                             Seattle, WA               5.0           2.00
## 35958                              Austin, TX               9.0           6.00
## 35959                       Mountain View, CA               2.0           1.00
## 35960                    Yorktown Heights, NY               8.0           4.00
## 35961                              Austin, TX              10.0           5.00
## 35962                             Redmond, WA              20.0           4.00
## 35963                     Munich, BY, Germany              13.0           7.00
## 35965                         Santa Clara, CA               9.0           2.00
## 35966                              Boston, MA               5.0           5.00
## 35969                             Seattle, WA              11.0           2.00
## 35970                           Hillsboro, OR              14.0          14.00
## 35972                     Shenzhen, GD, China               3.0           0.00
## 35973                               Plano, TX               1.0           1.00
## 35975                             Oakland, CA               4.0           2.00
## 35982                       San Francisco, CA              20.0           0.00
## 35983                            Bellevue, WA              17.0          12.00
## 35984                            New York, NY               7.0           2.00
## 35985                       Mountain View, CA               1.0           1.00
## 35986                               Miami, FL              12.0           5.00
## 35992                             Redmond, WA               1.0           1.00
## 35993                            San Jose, CA               8.0           8.00
## 35994                       San Francisco, CA              15.0           1.00
## 35999                   Vancouver, BC, Canada               0.0           0.00
## 36001                    Bangalore, KA, India               2.0           2.00
## 36003                            New York, NY               4.0           1.00
## 36004          Hong Kong, HK, Hong Kong (SAR)              10.0           1.00
## 36008                      Minsk, HM, Belarus              10.0           3.00
## 36009                   Dortmund, NW, Germany               1.0           0.00
## 36012            Nizhniy Novgorod, NZ, Russia               4.0           3.00
## 36013                      Moscow, MC, Russia              11.0           2.00
## 36015                           Chantilly, VA               3.0           2.00
## 36016                      Moscow, MC, Russia               6.0           3.00
## 36019                       San Francisco, CA               5.0           0.00
## 36020                    Bangalore, KA, India              20.0           2.00
## 36024                       Santa Barbara, CA               8.0           2.00
## 36025                         Bentonville, AR              12.0           5.00
## 36027                      Moscow, MC, Russia               2.0           2.00
## 36028                             Seattle, WA              14.0           3.00
## 36031                     Berlin, BE, Germany               5.0           2.00
## 36033                       Mountain View, CA               3.0           0.00
## 36035                             Redmond, WA               8.0           6.00
## 36036                          Washington, DC               4.0           2.00
## 36037                               Plano, TX              20.0           2.00
## 36039                             Seattle, WA               5.0           5.00
## 36040                            New York, NY               5.0           1.00
## 36042                             Redmond, WA               2.0           0.00
## 36044                             Seattle, WA               7.0           0.00
## 36046                       San Francisco, CA               1.0           1.00
## 36047                            New York, NY               4.0           3.00
## 36050                             Seattle, WA               3.0           1.00
## 36054                            New York, NY               3.0           0.00
## 36055                             Seattle, WA               2.0           0.00
## 36061                             Chicago, IL               6.0           3.00
## 36065                      Moscow, MC, Russia              15.0          10.00
## 36068                     Fort Lauderdale, FL              11.0           2.00
## 36070                             Fremont, CA               7.0           0.00
## 36076                       San Francisco, CA              20.0           0.00
## 36081                             Seattle, WA               9.0           0.00
## 36082                      Moscow, MC, Russia              13.0           2.00
## 36084                            New York, NY               8.0           5.00
## 36087                                Lehi, UT               2.0           2.00
## 36095                             Seattle, WA               4.0           4.00
## 36096                         Jersey City, NJ               5.0           2.00
## 36098                             Redmond, WA              17.0           8.00
## 36099                         Santa Clara, CA              10.0           5.00
## 36104                             Seattle, WA               9.0           7.00
## 36108                    Bangalore, KA, India               9.0           1.00
## 36109                         Santa Clara, CA              13.0           0.00
## 36111                    Bengaluru, KA, India               6.0           0.00
## 36113                             Seattle, WA               3.0           0.00
## 36115                             Seattle, WA               3.0           0.00
## 36116                    Hyderabad, AP, India               1.0           1.00
## 36120                    Hyderabad, TS, India               6.0           0.00
## 36121                             Seattle, WA               9.0           1.00
## 36124                              Denver, CO              20.0          12.00
## 36126                    Bangalore, KA, India               8.0           0.00
## 36128                          Pittsburgh, PA               3.0           1.00
## 36132                    Bangalore, KA, India               1.0           0.00
## 36136                           Sunnyvale, CA               6.0           5.00
## 36147                             Redmond, WA               6.0           6.00
## 36149                             Seattle, WA               2.0           1.00
## 36150                        Redwood City, CA               0.0           0.00
## 36151                            San Jose, CA              10.0           5.00
## 36155                   Stockholm, ST, Sweden               8.0           0.00
## 36156              Prague, PR, Czech Republic               6.0           1.00
## 36157                       San Francisco, CA               2.0           2.00
## 36158                            New York, NY              16.0          16.00
## 36159                     Berlin, BE, Germany               6.0           0.00
## 36160                     Berlin, BE, Germany               5.0           0.00
## 36162                       San Francisco, CA              15.0           5.00
## 36172                           Sunnyvale, CA               1.0           1.00
## 36173                     Toronto, ON, Canada               7.0           3.00
## 36175                              Boston, MA               6.0           3.00
## 36176                             Seattle, WA               5.0           1.00
## 36177                      Gurgaon, HR, India               0.0           0.00
## 36178              London, EN, United Kingdom               0.0           0.00
## 36179                       San Francisco, CA               0.0           0.00
## 36180                            New York, NY               1.0           0.00
## 36182                       Mountain View, CA               1.0           0.00
## 36183                       Mountain View, CA               1.0           0.00
## 36186                        Redwood City, CA              10.0           2.00
## 36191                           Sunnyvale, CA               6.0           5.00
## 36193            Saint Petersburg, SP, Russia               8.0           1.00
## 36194                          Washington, DC               0.0           0.00
## 36199                    Hyderabad, TS, India               0.0           0.00
## 36201                          Pleasanton, CA               1.0           1.00
## 36202                          Sacramento, CA               1.0           1.00
## 36214                               Plano, TX               0.0           0.00
## 36217                    Hyderabad, TS, India               2.0           0.00
## 36222                             Seattle, WA               5.0           5.00
## 36225                            San Jose, CA               0.0           0.00
## 36226                           Sunnyvale, CA               7.0           3.00
## 36230                         Santa Clara, CA              24.0          13.00
## 36235                             Seattle, WA               0.0           0.00
## 36239                           Cupertino, CA              16.0           9.00
## 36242                             Seattle, WA               3.0           1.00
## 36245              London, EN, United Kingdom               5.0           1.00
## 36247                              Berlin, CT               8.0           0.00
## 36248                     Dublin, DN, Ireland               3.0           3.00
## 36250                            San Jose, CA               4.0           0.00
## 36251                       San Francisco, CA               1.0           1.00
## 36254                       Mountain View, CA              20.0           1.00
## 36255                          Scottsdale, AZ               4.0           3.00
## 36256                             Chicago, IL               4.0           0.00
## 36257                             Seattle, WA               6.0           1.00
## 36258                            Portland, OR               5.0           2.00
## 36260                             Seattle, WA              18.0           2.00
## 36266                         Santa Clara, CA              14.0           4.00
## 36267                         Wilsonville, OR              15.0          15.00
## 36268                       Mountain View, CA               0.0           0.00
## 36270                    Bengaluru, KA, India               3.0           0.00
## 36271                           San Diego, CA               5.0           4.00
## 36273                              Austin, TX               3.0           0.00
## 36276                           San Bruno, CA              10.0           1.00
## 36277                            New York, NY              20.0          11.00
## 36278                             Seattle, WA               8.0           4.00
## 36280                            Issaquah, WA               3.0           3.00
## 36281                       Mountain View, CA               6.0           0.00
## 36282                       San Francisco, CA               7.0           3.00
## 36284              London, EN, United Kingdom               5.0           1.00
## 36289                             Redmond, WA               2.0           0.00
## 36290                             Seattle, WA               4.0           3.00
## 36293                         Culver City, CA               3.0           2.00
## 36295                             Atlanta, GA               6.0           6.00
## 36296                            New York, NY              10.0          10.00
## 36297                       Mountain View, CA              12.0           1.00
## 36298                            San Jose, CA              15.0           2.00
## 36307                          Menlo Park, CA               8.0           2.00
## 36310                        Santa Monica, CA               7.0           0.00
## 36311                        Lodz, LD, Poland              14.0           8.00
## 36317                            Sterling, VA               4.0           3.00
## 36319              London, EN, United Kingdom               8.0           1.00
## 36321                         Los Angeles, CA               2.0           2.00
## 36323                             Seattle, WA               7.0           0.00
## 36328                           Palo Alto, CA               5.0           0.00
## 36336                             Seattle, WA               3.0           3.00
## 36337                              Dallas, TX               6.0           0.00
## 36338                           Palo Alto, CA              20.0          20.00
## 36340                       Mountain View, CA               1.0           0.00
## 36341                       San Francisco, CA              19.0           4.00
## 36342                       San Francisco, CA               7.0           0.00
## 36343                            San Jose, CA               9.0           0.00
## 36345                             Seattle, WA               9.0           7.00
## 36347                             Boulder, CO               2.0           1.00
## 36348                           Southlake, TX               0.0           0.00
## 36351                   Vancouver, BC, Canada               4.0           4.00
## 36352                           Cupertino, CA               6.0           6.00
## 36354                            Bellevue, WA              20.0           2.00
## 36356                         Santa Clara, CA              14.0           7.00
## 36357                             Redmond, WA               3.0           2.00
## 36358                             Seattle, WA               0.0           0.00
## 36361                             Raleigh, NC              12.0           1.00
## 36363                           Palo Alto, CA               3.0           1.00
## 36366                             Seattle, WA               1.0           1.00
## 36369                        Santa Monica, CA               0.0           0.00
## 36374                       San Francisco, CA               6.0           6.00
## 36375                             Redmond, WA               2.0           0.00
## 36379                       Mountain View, CA              17.0           2.00
## 36382                             Seattle, WA              10.0           0.00
## 36383                             Fairfax, VA               2.0           2.00
## 36384                            San Jose, CA               6.0           1.00
## 36386                             Redmond, WA               8.0           8.00
## 36392                            New York, NY              10.0           0.00
## 36393                            San Jose, CA               3.0           2.00
## 36394                            New York, NY               9.0           2.00
## 36395                              Dallas, TX               3.0           3.00
## 36399                     Berlin, BE, Germany               8.0           1.00
## 36400                    Bangalore, KA, India               4.0           1.00
## 36402                    Bangalore, KA, India               8.0           8.00
## 36403                             Redmond, WA              10.0           8.00
## 36404                              Austin, TX              15.0           2.00
## 36405                          Framingham, MA               7.0           3.00
## 36407                             Phoenix, AZ               9.0           4.00
## 36414                           St. Louis, MO               6.0           4.00
## 36416                            Portland, OR              20.0           2.00
## 36420                              Austin, TX               4.0           4.00
## 36422                          Menlo Park, CA               3.0           3.00
## 36426                       Mountain View, CA               8.0           8.00
## 36427                          Menlo Park, CA              18.0           4.00
## 36430                            Bellevue, WA               0.0           0.00
## 36431                           Cupertino, CA               4.0           0.00
## 36432                         Jersey City, NJ               4.0           0.00
## 36434                       San Francisco, CA               5.0           1.00
## 36436                               Plano, TX              35.0           6.00
## 36437                     Dublin, DN, Ireland               6.0           3.00
## 36440                            Issaquah, WA               2.0           2.00
## 36442                           Cupertino, CA               3.0           0.00
## 36443                          Menlo Park, CA               4.0           2.00
## 36444                            New York, NY               5.0           4.00
## 36446                            New York, NY               8.0           5.00
## 36447                       San Francisco, CA               8.0           3.00
## 36448                              Austin, TX               6.0           1.00
## 36450                           Cupertino, CA               2.0           0.00
## 36451                     Toronto, ON, Canada              12.0          12.00
## 36453                          Menlo Park, CA              11.0           0.00
## 36463                           Cupertino, CA               5.0           5.00
## 36465                       San Francisco, CA               4.0           4.00
## 36467                              Austin, TX               9.0           9.00
## 36474                  Frankfurt, HE, Germany              20.0           1.00
## 36475                       Venice, VE, Italy               1.0           1.00
## 36476                     Berlin, BE, Germany               3.0           3.00
## 36477                Bratislava, BL, Slovakia               7.0           6.00
## 36479                      Warsaw, MZ, Poland               4.0           1.00
## 36481                 Montpellier, LA, France               6.0           5.00
## 36483              Amsterdam, NH, Netherlands              14.0           3.00
## 36484                    Bangalore, KA, India               6.0           3.00
## 36485                   Sydney, NS, Australia              15.0           2.00
## 36487              London, EN, United Kingdom               9.0           2.00
## 36488                       Madrid, MD, Spain              25.0          20.00
## 36494                     Dublin, DN, Ireland               9.0           6.00
## 36499                    Bangalore, KA, India               3.0           0.00
## 36500                       San Francisco, CA              14.0           1.00
## 36501              London, EN, United Kingdom              15.0           2.00
## 36505                       Paris, IL, France               1.0           1.00
## 36506                    Hyderabad, TS, India               1.0           1.00
## 36508                             Seattle, WA               7.0           5.00
## 36510                   Vancouver, BC, Canada              10.0           0.00
## 36511                   Walldorf, BW, Germany               3.0           3.00
## 36513                            New York, NY              20.0           8.00
## 36514                            New York, NY               8.0           0.00
## 36515                             Seattle, WA               5.0           5.00
## 36516                           San Mateo, CA              12.0           3.00
## 36519                             Raleigh, NC               4.0           1.00
## 36520                              Boston, MA               7.0           1.00
## 36522                     Toronto, ON, Canada               3.0           3.00
## 36523                           Palo Alto, CA               4.0           0.00
## 36524                           Cambridge, MA               5.0           5.00
## 36525                       Mountain View, CA               3.0           3.00
## 36527                            New York, NY               7.0           2.00
## 36528                        Redwood City, CA               3.0           3.00
## 36529                             Redmond, WA              15.0           2.00
## 36540                             Seattle, WA              20.0           3.00
## 36543                          Menlo Park, CA              15.0           5.00
## 36544                             Redmond, WA               4.0           0.00
## 36546                            New York, NY               3.0           1.00
## 36549                           San Diego, CA               6.0           3.00
## 36551                              Boston, MA               0.0           0.00
## 36553                             Seattle, WA               4.0           0.00
## 36554                            Honolulu, HI              13.0           0.00
## 36556                             Seattle, WA               5.0           0.00
## 36558                       San Francisco, CA               5.0           0.00
## 36559                       San Francisco, CA              10.0           5.00
## 36561                       San Francisco, CA               4.0           1.00
## 36563                             Seattle, WA              10.0           6.00
## 36564                    Hyderabad, TS, India               5.0           1.00
## 36567                     Toronto, ON, Canada              14.0          11.00
## 36568                    Hyderabad, AP, India               8.0           3.00
## 36569                    Bangalore, KA, India               5.0           5.00
## 36572                            New York, NY               8.0           1.00
## 36573                           Rochester, MN               8.0           5.00
## 36574                            New York, NY               5.0           2.00
## 36576                             Seattle, WA               2.0           0.00
## 36580                     Aarhus, AR, Denmark               4.0           4.00
## 36581                    Bangalore, KA, India               3.0           3.00
## 36588                             Seattle, WA               9.0           1.00
## 36592                      Gurgaon, HR, India               7.0           3.00
## 36595                             Seattle, WA               0.0           0.00
## 36598                              Dallas, TX               4.0           2.00
## 36600                       San Francisco, CA               9.0           5.00
## 36602                            New York, NY               4.0           1.00
## 36605                     Toronto, ON, Canada               3.0           3.00
## 36609                           Beaverton, OR              16.0           4.00
## 36610                            San Jose, CA               3.0           2.00
## 36618                            San Jose, CA               6.0           6.00
## 36619                             Everett, WA               8.0           8.00
## 36624                             Madison, WI               2.0           1.00
## 36626                   Vancouver, BC, Canada              10.0           6.00
## 36632                           San Diego, CA              14.0           5.00
## 36633                           San Diego, CA               6.0           2.00
## 36637                             Seattle, WA               8.0           1.00
## 36639                          Washington, DC              25.0           2.00
## 36641                   Brussels, BU, Belgium              20.0          20.00
## 36644                       San Francisco, CA               1.0           1.00
## 36646                       San Francisco, CA               0.0           0.00
## 36647                              Austin, TX               5.0           0.00
## 36652                        Redwood City, CA               4.0           4.00
## 36653                 Zurich, ZH, Switzerland               3.0           1.00
## 36654                            New York, NY               9.0           0.00
## 36655                             Seattle, WA               8.0           0.00
## 36657                            Bellevue, WA              15.0           7.00
## 36659                             Seattle, WA              20.0           0.00
## 36662                            New York, NY               5.0           2.00
## 36663                        Tokyo, TY, Japan              10.0           4.00
## 36670                             Redmond, WA               4.0           0.00
## 36671                             Seattle, WA               0.0           0.00
## 36672                     Fort Lauderdale, FL               2.0           0.00
## 36673                          Pittsburgh, PA               0.0           0.00
## 36674                          Washington, DC              20.0           8.00
## 36676                     Toronto, ON, Canada               6.0           1.00
## 36678                          Menlo Park, CA               1.0           0.00
## 36679                             Seattle, WA               5.0           4.00
## 36681                             Seattle, WA              15.0           5.00
## 36689                              Austin, TX               4.0           0.00
## 36693                 Kaliningrad, KN, Russia              10.0           1.00
## 36695                       Overland Park, KS               9.0           6.00
## 36702                            New York, NY               0.0           0.00
## 36705                    Bengaluru, KA, India               7.0           1.00
## 36708                           Milwaukee, WI               5.0           0.00
## 36712                      Gurgaon, HR, India               9.0           4.00
## 36715                    Bangalore, KA, India               3.0           2.00
## 36721              London, EN, United Kingdom               3.0           3.00
## 36722                             Seattle, WA               9.0           3.00
## 36724                       Mountain View, CA               6.0           1.00
## 36729                     Toronto, ON, Canada               5.0           1.00
## 36730                          Pittsburgh, PA               0.0           0.00
## 36733                   Vancouver, BC, Canada               1.0           0.00
## 36735                        Redwood City, CA               7.0           2.00
## 36737                       San Francisco, CA               0.0           0.00
## 36738                       San Francisco, CA               8.0           0.00
## 36740                       San Francisco, CA               1.0           0.00
## 36741                            New York, NY               2.0           2.00
## 36745                           Sunnyvale, CA              10.0           5.00
## 36748                       San Francisco, CA              10.0           1.00
## 36751                       San Francisco, CA               1.0           0.00
## 36753                           Arlington, VA               6.0           6.00
## 36758                      Chennai, TN, India               1.0           1.00
## 36759                           Cupertino, CA               5.0           5.00
## 36760                              Austin, TX              20.0          10.00
## 36761                           Littleton, MA               0.0           0.00
## 36763                             Seattle, WA              19.0           8.00
## 36767                          Washington, DC              10.0           1.00
## 36772                    Bengaluru, KA, India               7.0           0.00
## 36773                             Seattle, WA               4.0           4.00
## 36775                       Mountain View, CA               7.0           7.00
## 36776                       San Francisco, CA              11.0           2.00
## 36777                    Bangalore, KA, India              12.0           2.00
## 36781                        Noida, UP, India               3.0           1.00
## 36782                              Austin, TX              17.0           5.00
## 36789                             Seattle, WA               2.0           1.00
## 36791                         Los Angeles, CA               4.0           3.00
## 36796                       Mountain View, CA               5.0           3.00
## 36797                        Indianapolis, IN              25.0           4.00
## 36798                            Kirkland, WA              16.0           8.00
## 36799                             Atlanta, GA               1.0           1.00
## 36800                       Mountain View, CA               5.0           5.00
## 36802                            San Jose, CA               7.0           0.00
## 36804                             Redmond, WA              15.0           2.00
## 36810                         Santa Clara, CA               8.0           0.00
## 36812                          Menlo Park, CA               6.0           0.00
## 36814                            New York, NY              10.0           3.00
## 36816                    Bangalore, KA, India               5.0           5.00
## 36817              London, EN, United Kingdom               7.0           0.00
## 36819                             Holmdel, NJ               4.0           4.00
## 36823                           Hillsboro, OR              11.0           8.00
## 36825                Singapore, SG, Singapore               7.0           2.00
## 36829                       Mountain View, CA               8.0           0.00
## 36830                       Mountain View, CA               4.0           2.00
## 36833                            New York, NY               4.0           4.00
## 36835                         Santa Clara, CA               8.0           1.00
## 36838                           Sunnyvale, CA               1.0           1.00
## 36839                       San Francisco, CA              11.0           1.00
## 36840                             Seattle, WA               1.0           0.00
## 36844                       San Francisco, CA               6.0           3.00
## 36846                             Seattle, WA               7.0           5.00
## 36847                         Santa Clara, CA               5.0           5.00
## 36850                       Mountain View, CA              15.0           4.00
## 36851                           Hillsboro, OR               8.0           8.00
## 36852                           Arlington, VA              10.0           0.00
## 36854                             Atlanta, GA               0.0           0.00
## 36856                             Seattle, WA               8.0           1.00
## 36860                           Sunnyvale, CA               7.0           1.00
## 36861                             Redmond, WA              15.0          15.00
## 36862                             Alameda, CA              13.0           2.00
## 36863                           Sunnyvale, CA               2.0           2.00
## 36865              Amsterdam, NH, Netherlands               6.0           0.00
## 36866                              Boston, MA               9.0           6.00
## 36867                     Munich, BY, Germany               1.0           1.00
## 36869                            New York, NY              16.0           1.00
## 36872                       Mountain View, CA               3.0           3.00
## 36873                            Richmond, VA               2.0           0.00
## 36874                       San Francisco, CA               0.0           0.00
## 36875                              Edison, NJ              15.0          15.00
## 36877                             Seattle, WA               6.0           4.00
## 36878                       Mountain View, CA               5.0           4.00
## 36879                             Redmond, WA               0.0           0.00
## 36880                            New York, NY               2.0           2.00
## 36883                         Santa Clara, CA               0.0           0.00
## 36884                              Boston, MA              13.0           0.00
## 36885                           Los Gatos, CA               7.0           3.00
## 36886                            San Jose, CA               9.0           5.00
## 36887                             Redmond, WA               4.0           1.00
## 36888                    Tel Aviv, TA, Israel               7.0           1.00
## 36889                           San Diego, CA               6.0           6.00
## 36891                           Sunnyvale, CA               8.0           4.00
## 36892                             Redmond, WA               0.0           0.00
## 36893                            San Jose, CA               0.0           0.00
## 36896                             Seattle, WA               4.0           0.00
## 36897                             Seattle, WA               2.0           0.00
## 36899                     Dublin, DN, Ireland               1.0           1.00
## 36900                         Los Angeles, CA               3.0           3.00
## 36901              London, EN, United Kingdom               2.0           2.00
## 36902                            New York, NY               7.0           0.00
## 36904                             Seattle, WA               0.0           0.00
## 36906                             Burbank, CA              10.0           2.00
## 36913                             Madison, WI               0.0           0.00
## 36915                             Seattle, WA               5.0           4.00
## 36916                            Kirkland, WA               5.0           2.00
## 36917                             Redmond, WA               0.0           0.00
## 36920                              Austin, TX               3.0           1.00
## 36926                            New York, NY               2.0           2.00
## 36927                            Columbia, MO              15.0           2.00
## 36928                       Mountain View, CA               2.0           2.00
## 36929                              Denver, CO               2.0           0.00
## 36933                         Kansas City, MO              14.0           8.00
## 36937                            San Jose, CA               1.0           0.00
## 36940                    Bangalore, KA, India               8.0           3.00
## 36948                            New York, NY               0.0           0.00
## 36951                   Sydney, NS, Australia              10.0           0.00
## 36952                             Fairfax, VA               0.0           0.00
## 36953                Singapore, SG, Singapore               5.0           0.00
## 36957                             Redmond, WA              16.0           8.00
## 36958                            New York, NY               6.0           2.00
## 36962                           Fort Mill, SC              12.0           1.00
## 36967                            New York, NY               7.0           4.00
## 36969                    Hyderabad, TS, India               2.0           2.00
## 36973                      Chennai, TN, India               4.0           0.00
## 36975                           Palo Alto, CA               2.0           0.00
## 36976                            New York, NY               7.0           7.00
## 36977                     Toronto, ON, Canada               6.0           3.00
## 36984                              Austin, TX               7.0           5.00
## 36986                 Zurich, ZH, Switzerland               4.0           0.00
## 36989                       San Francisco, CA               4.0           1.00
## 36994                     Dublin, DN, Ireland               5.0           0.00
## 36997                             Redmond, WA               7.0           7.00
## 36998                      Moscow, MC, Russia               2.0           1.00
## 37002                       Mountain View, CA               4.0           0.00
## 37004                             Chicago, IL               8.0           0.00
## 37007                          Pleasanton, CA              12.0           3.00
## 37008                   Vancouver, BC, Canada               0.0           0.00
## 37009                       Mountain View, CA               6.0           1.00
## 37015                              Denver, CO               1.0           1.00
## 37016                         Los Angeles, CA               7.0           6.00
## 37020                         Santa Clara, CA              10.0           5.00
## 37022                       San Francisco, CA               4.0           4.00
## 37025                       San Francisco, CA               4.0           4.00
## 37027                             Redmond, WA              20.0          10.00
## 37029                        Indianapolis, IN               8.0           0.00
## 37030                           Palo Alto, CA               0.0           0.00
## 37031                       San Francisco, CA               5.0           1.00
## 37034                          Washington, DC               6.0           1.00
## 37038                       Mountain View, CA               5.0           2.00
## 37039                         Los Angeles, CA               4.0           1.00
## 37040                          El Segundo, CA               1.0           1.00
## 37045                             Seattle, WA               2.0           2.00
## 37046                             Seattle, WA               9.0           4.00
## 37047                           San Bruno, CA              12.0           2.00
## 37048                       Mountain View, CA               6.0           6.00
## 37049                Singapore, SG, Singapore               8.0           1.00
## 37053                        Noida, UP, India               7.0           3.00
## 37054              London, EN, United Kingdom               0.0           0.00
## 37055              London, EN, United Kingdom               1.0           0.00
## 37056                       San Francisco, CA               4.0           4.00
## 37057                              Denver, CO               5.0           0.00
## 37064                            New York, NY               0.0           0.00
## 37065                            New York, NY              17.0           0.00
## 37066 Newcastle Upon Tyne, EN, United Kingdom               4.0           1.00
## 37068                          Menlo Park, CA               4.0           1.00
## 37070                            Portland, OR               5.0           4.00
## 37071                            New York, NY               7.0           2.00
## 37072                             Seattle, WA              10.0           4.00
## 37073              London, EN, United Kingdom               1.0           1.00
## 37074                           Hillsboro, OR              24.0          24.00
## 37078                             Seattle, WA               2.0           0.00
## 37079                           San Bruno, CA               5.0           5.00
## 37085                       San Francisco, CA               5.0           4.00
## 37093                             Seattle, WA               0.0           0.00
## 37094                             Chicago, IL               6.0           4.00
## 37095                       Mountain View, CA               6.0           4.00
## 37096                     Toronto, ON, Canada               0.0           0.00
## 37097                              Austin, TX               2.0           2.00
## 37098                       San Francisco, CA               7.0           5.00
## 37104                         Los Angeles, CA               7.0           1.00
## 37106                              Austin, TX               3.0           2.00
## 37108                             Seattle, WA              20.0           3.00
## 37109                            Torrance, CA               1.0           1.00
## 37110              Amsterdam, NH, Netherlands               2.0           0.00
## 37112                            New York, NY               3.0           0.00
## 37113                            San Jose, CA              12.0           2.00
## 37114                            San Jose, CA              13.0           3.00
## 37115                             Seattle, WA              18.0           3.00
## 37116                             Redmond, WA               1.0           1.00
## 37119                     Toronto, ON, Canada              10.0          10.00
## 37122                       Mountain View, CA               0.0           0.00
## 37126                             Seattle, WA              20.0           3.00
## 37128                       Mountain View, CA              14.0           3.00
## 37129                       San Francisco, CA               1.0           1.00
## 37137                             Seattle, WA              15.0           3.00
## 37138                Ekaterinburg, SV, Russia               3.0           3.00
## 37140              London, EN, United Kingdom               3.0           1.00
## 37144                             Seattle, WA               2.0           2.00
## 37145                              Denver, CO               9.0           2.00
## 37149                       San Francisco, CA              15.0           3.00
## 37151                       San Francisco, CA              14.0           1.00
## 37152                            Portland, OR               7.0           3.00
## 37153                         Santa Clara, CA               6.0           3.00
## 37155                           Watertown, MA               1.0           0.00
## 37156                              Austin, TX              12.0           6.00
## 37158                             Seattle, WA               6.0           6.00
## 37160              London, EN, United Kingdom               9.0           2.00
## 37161                       Mountain View, CA              38.0          15.00
## 37162                       San Francisco, CA               2.0           0.00
## 37163                             Redmond, WA              22.0          15.00
## 37165                       San Francisco, CA               5.0           0.00
## 37170                              Dallas, TX               2.0           1.00
## 37172                            New York, NY               5.0           3.00
## 37173                              Boston, MA              13.0          13.00
## 37176                             Seattle, WA               6.0           2.00
## 37182                           Sunnyvale, CA               1.0           1.00
## 37183                       San Francisco, CA               8.0           2.00
## 37185                            New York, NY               0.0           0.00
## 37187                           Sunnyvale, CA              10.0           2.00
## 37191                       San Francisco, CA               0.0           0.00
## 37193                           Los Gatos, CA              17.0           4.00
## 37195              The Hague, ZH, Netherlands              15.0           1.00
## 37198                           Vancouver, WA               1.0           0.00
## 37199                    Bengaluru, KA, India              10.0           6.00
## 37200                           Arlington, VA              13.0           1.00
## 37201                        Philadelphia, PA               2.0           2.00
## 37202                    Bangalore, KA, India               1.0           0.00
## 37205                              Austin, TX              13.0           0.00
## 37209                    Bangalore, KA, India               0.0           0.00
## 37210                             Chicago, IL               2.0           1.00
## 37211                         Santa Clara, CA               7.0           0.00
## 37212                       San Francisco, CA              25.0          15.00
## 37213                       San Francisco, CA              20.0           4.00
## 37214              London, EN, United Kingdom              12.0           0.00
## 37215                               Plano, TX               7.0           0.00
## 37217                     Toronto, ON, Canada              15.0           0.00
## 37219                          Burlington, MA               1.0           1.00
## 37223                            San Jose, CA               8.0           0.00
## 37224                           Nashville, TN               0.0           0.00
## 37225                     Toronto, ON, Canada              11.0           0.00
## 37228                             Seattle, WA              14.0           1.00
## 37231                             Seattle, WA               4.0           4.00
## 37236                       Mountain View, CA               5.0           5.00
## 37238                            San Jose, CA              20.0           2.00
## 37240                     Shanghai, SH, China              12.0           4.00
## 37241                       San Francisco, CA               0.0           0.00
## 37242                             Redmond, WA               0.0           0.00
## 37243                      Chennai, TN, India               2.0           2.00
## 37245                           Sunnyvale, CA               5.0           0.00
## 37246                              Dallas, TX               3.0           3.00
## 37250                 Zurich, ZH, Switzerland               9.0           7.00
## 37251                           Sunnyvale, CA               7.0           1.00
## 37253                              Boston, MA              13.0           4.00
## 37255                           Sunnyvale, CA               2.0           2.00
## 37256                           Cupertino, CA               5.0           1.00
## 37257                             Seattle, WA              12.0          12.00
## 37258                      Gurgaon, HR, India               2.0           2.00
## 37259                             Redmond, WA               4.0           0.00
## 37267                              Boston, MA               2.0           0.00
## 37268                            New York, NY               5.0           2.00
## 37270                       Mountain View, CA               4.0           4.00
## 37271                            New York, NY               0.0           0.00
## 37274                             Seattle, WA               6.0           0.00
## 37275                             Seattle, WA               6.0           0.00
## 37277                              Austin, TX              15.0           4.00
## 37281                              Austin, TX              10.0           1.00
## 37283                           Palo Alto, CA               8.0           3.00
## 37286                           Los Gatos, CA               4.0           2.00
## 37289                            New York, NY               2.0           2.00
## 37291                            New York, NY               7.0           5.00
## 37292                       San Francisco, CA               1.0           0.00
## 37295                       San Francisco, CA               5.0           2.00
## 37300                            San Jose, CA              14.0           4.00
## 37302                            Kirkland, WA              15.0           6.00
## 37303                       Mountain View, CA               8.0           2.00
## 37304                           San Diego, CA              10.0           7.00
## 37306                             Redmond, WA              24.0          15.00
## 37307                             Redmond, WA               8.0           6.00
## 37311                   Vancouver, BC, Canada               5.0           1.00
## 37312                    Bangalore, KA, India               1.0           0.00
## 37313                             Seattle, WA               7.0           5.00
## 37314                          Washington, DC              15.0           6.00
## 37317                           Sunnyvale, CA               8.0           5.00
## 37320                             Seattle, WA              16.0           5.00
## 37321                             Raleigh, NC              10.0           7.00
## 37324                          Washington, DC               5.0           2.00
## 37325                              Boston, MA              16.0          14.00
## 37327                    Bangalore, KA, India               2.0           2.00
## 37328                             Seattle, WA               2.0           2.00
## 37330                     Dublin, DN, Ireland               3.0           3.00
## 37333                      Moscow, MC, Russia               5.0           1.00
## 37335                            Portland, OR              13.0           1.00
## 37336                              Dallas, TX              10.0           1.00
## 37340                          Richardson, TX               4.0           0.00
## 37343                           Sunnyvale, CA               4.0           1.00
## 37344                             Boulder, CO               5.0           1.00
## 37348                           Cupertino, CA               5.0           2.00
## 37349                       San Francisco, CA               8.0           5.00
## 37351                         Santa Clara, CA              15.0           1.00
## 37352                    Bengaluru, KA, India               0.0           0.00
## 37353                          Menlo Park, CA               5.0           5.00
## 37354                       Mountain View, CA               6.0           6.00
## 37356                            San Jose, CA              15.0           5.00
## 37360                           Sunnyvale, CA               5.0           2.00
## 37362                       Mountain View, CA              10.0          10.00
## 37363                       Mountain View, CA               2.0           2.00
## 37365          Hong Kong, HK, Hong Kong (SAR)               2.0           1.00
## 37366                             Redmond, WA               3.0           0.00
## 37370                              Austin, TX               2.0           0.00
## 37371                             Seattle, WA               3.0           0.00
## 37376                       San Francisco, CA              12.0           0.00
## 37385                     Toronto, ON, Canada               0.0           0.00
## 37391                             Seattle, WA              10.0           1.00
## 37392                       San Francisco, CA               6.0           2.00
## 37394                             Madison, WI               1.0           1.00
## 37399                        Tokyo, TY, Japan               5.0           5.00
## 37400                    Bengaluru, KA, India               5.0           1.00
## 37402                             Boulder, CO              17.0           6.00
## 37403                            New York, NY               5.0           0.00
## 37406                            New York, NY               3.0           0.00
## 37407                    Bangalore, KA, India               0.0           0.00
## 37408                          Fort Worth, TX               5.0           5.00
## 37411                             Herndon, VA              17.0           4.00
## 37413                       San Francisco, CA               2.0           0.00
## 37414                             Redmond, WA               3.0           0.00
## 37417                       San Francisco, CA               9.0           2.00
## 37419                       San Francisco, CA               0.0           0.00
## 37423                          Menlo Park, CA               0.0           0.00
## 37425                             Redmond, WA               1.0           1.00
## 37428                    Bangalore, KA, India               3.0           1.00
## 37433                             Fremont, CA               5.0           5.00
## 37434                          Pittsburgh, PA               7.0           1.00
## 37435                             Boulder, CO               4.0           2.00
## 37436                             Boulder, CO               8.0           2.00
## 37437                   Sydney, NS, Australia              10.0           0.00
## 37438                             Herndon, VA               2.0           0.00
## 37440                       Mountain View, CA              13.0           1.00
## 37441                              Reston, VA              15.0           3.00
## 37447                          Cincinnati, OH               5.0           0.00
## 37450                             Seattle, WA               3.0           0.00
## 37453                           San Mateo, CA              30.0           8.00
## 37454                           Cupertino, CA               9.0           5.00
## 37456                              Austin, TX               4.0           1.00
## 37457                       Mountain View, CA              10.0          10.00
## 37459                           San Mateo, CA              25.0           4.00
## 37461                       San Francisco, CA              15.0           3.00
## 37463                           Los Gatos, CA               8.0           3.00
## 37464                             Seattle, WA              21.0          16.00
## 37466                Singapore, SG, Singapore              10.0           0.00
## 37468                            New York, NY              15.0           5.00
## 37469                     Toronto, ON, Canada               4.0           4.00
## 37470                         Santa Clara, CA              10.0           1.00
## 37472                             Chicago, IL               3.0           1.00
## 37473                           Cupertino, CA               0.0           0.00
## 37475                         Santa Clara, CA               3.0           3.00
## 37477                            San Jose, CA              10.0           5.00
## 37486                            New York, NY               6.0           6.00
## 37489                       San Francisco, CA              12.0           1.00
## 37494                    Bangalore, KA, India               5.0           3.00
## 37495                       San Francisco, CA               7.0           5.00
## 37498                           Sunnyvale, CA               3.0           2.00
## 37499                       San Francisco, CA               6.0           0.00
## 37506                     Berlin, BE, Germany              10.0           0.00
## 37507                       San Francisco, CA               6.0           1.00
## 37509                   Vancouver, BC, Canada               1.0           1.00
## 37510                           Sunnyvale, CA               3.0           0.00
## 37511             Buenos Aires, DF, Argentina               8.0           0.00
## 37513                            New York, NY               3.0           3.00
## 37514                    Bangalore, KA, India               6.0           0.00
## 37515                             Seattle, WA               9.0           0.00
## 37516                           Baltimore, MD               3.0           3.00
## 37520                            New York, NY               5.0           5.00
## 37529                    Bengaluru, KA, India               1.0           1.00
## 37532                            San Jose, CA               2.0           0.00
## 37533                             Seattle, WA               5.0           0.00
## 37536                           Palo Alto, CA               5.0           3.00
## 37541                              Irvine, CA               2.0           1.00
## 37542                            Portland, OR              20.0          14.00
## 37543                            New York, NY              15.0           2.00
## 37547                           Nashville, TN               6.0           2.00
## 37548                       Redondo Beach, CA               0.0           0.00
## 37550                              Austin, TX               3.0           1.00
## 37551                      Ottawa, ON, Canada               0.0           0.00
## 37552                             Seattle, WA              18.0           7.00
## 37554                           Cupertino, CA               0.0           0.00
## 37558                              Dulles, VA               5.0           1.00
## 37559                            San Jose, CA               6.0           2.00
## 37565                       Mountain View, CA              20.0           8.00
## 37566                       San Francisco, CA               2.0           2.00
## 37568                             Seattle, WA              10.0           4.00
## 37569                    Montreal, QC, Canada               3.0           3.00
## 37570                              Austin, TX               4.0           4.00
## 37571                       San Francisco, CA               7.0           6.00
## 37572                         Santa Clara, CA               2.0           0.00
## 37573                          Pittsburgh, PA              10.0           2.00
## 37574                          Washington, DC              15.0           1.00
## 37575                   Sydney, NS, Australia               8.0           0.00
## 37576                            New York, NY               0.0           0.00
## 37577                           Nashville, TN               7.0           3.00
## 37578                           Sunnyvale, CA               3.0           0.00
## 37579                       Mountain View, CA              17.0          14.00
## 37580                           Cupertino, CA               4.0           1.00
## 37586                         Santa Clara, CA               2.0           2.00
## 37587                             Seattle, WA              12.0           5.00
## 37593                             Seattle, WA               7.0           2.00
## 37595                              Boston, MA               8.0           0.00
## 37599                         Los Angeles, CA               1.0           1.00
## 37601                            New York, NY               0.0           0.00
## 37602                     Toronto, ON, Canada              18.0           0.00
## 37605                    Bangalore, KA, India              13.0           0.00
## 37607                     Toronto, ON, Canada               1.0           1.00
## 37608                     Toronto, ON, Canada               0.0           0.00
## 37609              Amsterdam, NH, Netherlands               6.0           1.00
## 37610                             Atlanta, GA              20.0           1.00
## 37612                     Munich, BY, Germany               9.0           9.00
## 37623                      Gurgaon, HR, India               0.0           0.00
## 37624                    Edmonton, AB, Canada               2.0           2.00
## 37628                          Menlo Park, CA               6.0           1.00
## 37630                    Tel Aviv, TA, Israel               8.0           0.00
## 37631                             Seattle, WA              21.0           2.00
## 37633                    Bengaluru, KA, India               9.0           1.00
## 37635                    Bengaluru, KA, India               5.0           5.00
## 37639                          Pittsburgh, PA               0.0           0.00
## 37640                       San Francisco, CA               5.0           2.00
## 37643                              Boston, MA               0.0           0.00
## 37649                              Irvine, CA               5.0           2.00
## 37650                              Austin, TX               2.0           2.00
## 37651                            San Jose, CA              11.0           6.00
## 37654                             Redmond, WA               8.0           8.00
## 37657                          Louisville, KY               7.0           4.00
## 37662                            Portland, OR              14.0           1.00
## 37663                       San Francisco, CA               8.0           4.00
## 37664                        Noida, UP, India               3.0           1.00
## 37665                     Dublin, DN, Ireland               5.0           2.00
## 37673                           Cupertino, CA               5.0           1.00
## 37674                       San Francisco, CA               5.0           3.00
## 37676                             Chicago, IL              11.0           3.00
## 37678                            New York, NY              14.0           2.00
## 37680                       Mountain View, CA               8.0           5.00
## 37682                           San Diego, CA              18.0          10.00
## 37683                             Redmond, WA               2.0           0.00
## 37684                            New York, NY               7.0           0.00
## 37687                     Toronto, ON, Canada              12.0           8.00
## 37688              London, EN, United Kingdom               4.0           2.00
## 37696                            San Jose, CA               4.0           0.00
## 37705                           Arlington, VA               3.0           1.00
## 37707                         Los Angeles, CA              12.0           4.00
## 37708                    Hyderabad, TS, India              18.0          14.00
## 37715                       San Francisco, CA               7.0           0.00
## 37718                              Nashua, NH               0.0           0.00
## 37720                              Denver, CO               9.0           2.00
## 37721                       San Francisco, CA              14.0           6.00
## 37725                    Tel Aviv, TA, Israel               6.0           3.00
## 37726                       San Francisco, CA               1.0           1.00
## 37728                          Pittsburgh, PA               0.0           0.00
## 37730            Saint Petersburg, SP, Russia               7.0           6.00
## 37738                            New York, NY               7.0           2.00
## 37741                            Columbus, OH               0.0           0.00
## 37743                       San Francisco, CA               3.0           0.00
## 37744                             Seattle, WA               2.0           0.00
## 37749                            New York, NY               2.0           0.00
## 37750                             Seattle, WA               4.0           2.00
## 37751                     Toronto, ON, Canada               1.0           0.00
## 37752                             Seattle, WA               5.0           4.00
## 37758                       San Francisco, CA              10.0           7.00
## 37761                       San Francisco, CA               1.0           1.00
## 37762                         Los Angeles, CA              20.0           2.00
## 37764                            San Jose, CA              15.0           8.00
## 37765                           Arlington, VA               8.0           0.00
## 37770                       Mountain View, CA              20.0           0.00
## 37776                    Bangalore, KA, India               0.0           0.00
## 37778                     Berlin, BE, Germany               6.0           1.00
## 37780                              Austin, TX               0.0           0.00
## 37782                       Mountain View, CA              10.0           2.00
## 37785                     Berlin, BE, Germany               8.0           1.00
## 37788                Singapore, SG, Singapore              18.0           1.00
## 37789                       San Francisco, CA               0.0           0.00
## 37790                           Palo Alto, CA              14.0           6.00
## 37794                          Menlo Park, CA               1.0           1.00
## 37798                           Rochester, MN               2.0           2.00
## 37799                            New York, NY               6.0           0.00
## 37800                            New York, NY               0.0           0.00
## 37801                    Montreal, QC, Canada               1.0           0.00
## 37803                     Shanghai, SH, China               2.0           2.00
## 37807                       Mountain View, CA               6.0           5.00
## 37810                             Redmond, WA               5.0           1.00
## 37812                   Sydney, NS, Australia               5.0           4.00
## 37817                       San Francisco, CA               0.0           0.00
## 37818                       San Francisco, CA               3.0           2.00
## 37820                             Seattle, WA               8.0           0.00
## 37821                         Foster City, CA               4.0           3.00
## 37823                             Seattle, WA               3.0           3.00
## 37825                             Seattle, WA               8.0           2.00
## 37826              Amsterdam, NH, Netherlands               0.0           0.00
## 37828                    Kherson, MY, Ukraine              15.0          10.00
## 37833                       Mountain View, CA              19.0          13.00
## 37834                       San Francisco, CA               2.0           1.00
## 37839                       San Francisco, CA               5.0           3.00
## 37842                            New York, NY               9.0           4.00
## 37845                            New York, NY              15.0           0.00
## 37846                            Richmond, VA              26.0           3.00
## 37847                          Washington, DC               8.0           0.00
## 37852                            New York, NY               0.0           0.00
## 37854                             Phoenix, AZ               0.0           0.00
## 37857                       San Francisco, CA               1.0           0.00
## 37858                          Canonsburg, PA               1.0           1.00
## 37859                              Austin, TX               3.0           2.00
## 37860                       San Francisco, CA               9.0           9.00
## 37861                     Berlin, BE, Germany               5.0           2.00
## 37864                            New York, NY               4.0           4.00
## 37865                             Seattle, WA               2.0           0.00
## 37866                       San Francisco, CA               5.0           2.00
## 37867                            New York, NY               8.0           5.00
## 37868                             Seattle, WA               3.0           0.00
## 37869                             Seattle, WA              20.0           4.00
## 37871                             Seattle, WA               0.0           0.00
## 37876                              Dallas, TX               3.0           3.00
## 37877                            Dearborn, MI               2.0           1.00
## 37878                     Dublin, DN, Ireland              14.0           1.00
## 37883                       San Francisco, CA               3.0           3.00
## 37884                       San Francisco, CA               3.0           3.00
## 37886                            New York, NY              13.0           1.00
## 37887                            Roseland, NJ               5.0           5.00
## 37893                           Sunnyvale, CA              12.0           2.00
## 37894                           Sunnyvale, CA               5.0           2.00
## 37898                            New York, NY               0.0           0.00
## 37907                 Seoul, KG, Korea, South               5.0           0.00
## 37910              London, EN, United Kingdom              14.0           0.00
## 37913                    Bengaluru, KA, India               7.0           0.00
## 37917                            New York, NY               0.0           0.00
## 37920                            New York, NY               4.0           3.00
## 37921                            Brooklyn, NY               7.0           3.00
## 37922                       San Francisco, CA              10.0           2.00
## 37924                             Seattle, WA               1.0           0.00
## 37925                             Seattle, WA               0.0           0.00
## 37926                          Menlo Park, CA              10.0           0.00
## 37927                       San Francisco, CA              10.0           0.00
## 37931                           Arlington, VA               6.0           0.00
## 37933                            New York, NY              10.0           1.00
## 37935                             Seattle, WA               6.0           2.00
## 37937                              Austin, TX               8.0           0.00
## 37938                    Bangalore, KA, India               1.0           1.00
## 37939              Amsterdam, NH, Netherlands               1.0           0.00
## 37942                            New York, NY               3.0           3.00
## 37945                       Lviv, LV, Ukraine               6.0           2.00
## 37949                             Chicago, IL               7.0           7.00
## 37953                              Folsom, CA              13.0           8.00
## 37954                             Seattle, WA               3.0           1.00
## 37961                             Phoenix, AZ              15.0           4.00
## 37964                             Redmond, WA              15.0           1.00
## 37967                      Chennai, TN, India               3.0           1.00
## 37973           Thiruvananthapuram, KL, India               2.0           1.00
## 37974                            New York, NY               2.0           0.00
## 37977                              Boston, MA               7.0           1.00
## 37978                             Seattle, WA               3.0           2.00
## 37979                             Redmond, WA              16.0          15.00
## 37980                       San Francisco, CA               3.0           0.00
## 37981                              Austin, TX               0.0           0.00
## 37982                            New York, NY               0.0           0.00
## 37989                      Salt Lake City, UT               5.0           0.00
## 37991                         Minneapolis, MN              11.0           1.00
## 37993                    Bangalore, KA, India               9.0           2.00
## 37997                             Seattle, WA               5.0           0.00
## 37998                               Butte, MT               8.0           1.00
## 38002                             Seattle, WA               8.0           0.00
## 38003                         Los Angeles, CA               5.0           3.00
## 38005                       San Francisco, CA              15.0           5.00
## 38008                           Palo Alto, CA              20.0           4.00
## 38009                          Pittsburgh, PA               0.0           0.00
## 38013                            San Jose, CA              20.0          15.00
## 38015                         Santa Clara, CA               2.0           2.00
## 38016                         Kansas City, MO               4.0           4.00
## 38017                              Denver, CO               6.0           2.00
## 38018            Saint Petersburg, SP, Russia              13.0           3.00
## 38019                           Sunnyvale, CA               5.0           3.00
## 38021                          Menlo Park, CA               5.0           2.00
## 38024                           Cupertino, CA              10.0           1.00
## 38030                       San Francisco, CA               8.0           4.00
## 38033                           Cambridge, MA               4.0           0.00
## 38034                           Virgilina, VA               7.0           0.00
## 38037                       Mountain View, CA              15.0           5.00
## 38038                            New York, NY               3.0           3.00
## 38040                           San Ramon, CA               4.0           4.00
## 38042                             Seattle, WA              13.0           7.00
## 38044                          Menlo Park, CA              10.0           0.00
## 38045                    Bengaluru, KA, India               6.0           1.00
## 38048                              Irvine, CA              21.0           8.00
## 38050                       San Francisco, CA               0.0           0.00
## 38056                       Kiev, KC, Ukraine               9.0           2.00
## 38058                     Munich, BY, Germany               5.0           5.00
## 38059                             Seattle, WA              10.0           4.00
## 38061                             Seattle, WA               1.0           1.00
## 38063                     Toronto, ON, Canada               1.0           0.00
## 38064                            Portland, OR               3.0           0.00
## 38067            Saint Petersburg, SP, Russia              10.0          10.00
## 38069                            New York, NY              12.0           1.00
## 38074                           Cupertino, CA               0.0           0.00
## 38076                   Vancouver, BC, Canada               6.0           0.00
## 38079                     Berlin, BE, Germany               0.0           0.00
## 38083                            San Jose, CA               6.0           3.00
## 38086                             Redmond, WA              10.0           7.00
## 38087                             Seattle, WA              18.0           6.00
## 38088                            New York, NY               1.0           1.00
## 38094                             Seattle, WA              10.0           2.00
## 38097                Singapore, SG, Singapore               5.0           0.00
## 38099                             Seattle, WA               2.0           2.00
## 38100                   Walldorf, BW, Germany               1.0           1.00
## 38102                  Karlsruhe, BW, Germany               2.0           2.00
## 38103                             Seattle, WA              10.0           2.00
## 38105                Singapore, SG, Singapore               6.0           6.00
## 38106                       San Francisco, CA               2.0           1.00
## 38107                        Indianapolis, IN               8.0           8.00
## 38113                        Redwood City, CA              14.0           4.00
## 38114                         Kansas City, MO               2.0           2.00
## 38116                            San Jose, CA              15.0           3.00
## 38118                              Boston, MA              15.0           2.00
## 38119              London, EN, United Kingdom              10.0           2.00
## 38122                       San Francisco, CA               4.0           0.00
## 38123                             Seattle, WA               0.0           0.00
## 38132                       Mountain View, CA               7.0           2.00
## 38135                              Boston, MA               3.0           3.00
## 38140                       Mountain View, CA              15.0           7.00
## 38142                       San Francisco, CA               8.0           0.00
## 38143                       San Francisco, CA               9.0           5.00
## 38144                       San Francisco, CA              15.0           0.00
## 38145                            San Jose, CA              12.0           0.00
## 38146                          Menlo Park, CA               5.0           0.00
## 38147                     Dublin, DN, Ireland               4.0           1.00
## 38148                             Seattle, WA               2.0           2.00
## 38152                           Arlington, VA               1.0           0.00
## 38155                           San Diego, CA               0.0           0.00
## 38157                       San Francisco, CA              13.0           5.00
## 38159                   Vancouver, BC, Canada               5.0           1.00
## 38161                             Teaneck, NJ               1.0           0.00
## 38163                             Seattle, WA               1.0           1.00
## 38164                       Mountain View, CA               2.0           0.00
## 38173                      Gurgaon, HR, India               2.0           0.00
## 38174                           Greenwich, CT               6.0           4.00
## 38175                            New York, NY               4.0           4.00
## 38176                    Bangalore, KA, India               7.0           1.00
## 38184                             Atlanta, GA               4.0           0.00
## 38187                  Frankfurt, HE, Germany               9.0           9.00
## 38191                    Bangalore, KA, India              16.0           4.00
## 38194                       Mountain View, CA               0.0           0.00
## 38198                        Tokyo, TY, Japan               7.0           0.00
## 38200                               Plano, TX               0.0           0.00
## 38201                              Boston, MA               6.0           1.00
## 38205                             Seattle, WA               4.0           4.00
## 38206                    Bangalore, KA, India               5.0           0.00
## 38208                              Reston, VA               0.0           0.00
## 38214                       San Francisco, CA               2.0           2.00
## 38216                    Bangalore, KA, India               7.0           0.00
## 38218                           Los Gatos, CA              15.0           3.00
## 38219                       San Francisco, CA              18.0           1.00
## 38220                    Bangalore, KA, India               5.0           0.00
## 38223                             Chicago, IL               2.0           0.00
## 38224                             Bothell, WA              10.0           3.00
## 38226                         Santa Clara, CA              10.0           1.00
## 38228                         Santa Clara, CA               7.0           1.00
## 38229                 Zurich, ZH, Switzerland               2.0           2.00
## 38230                               Omaha, NE               7.0           2.00
## 38231                            San Jose, CA              20.0           0.00
## 38232                            New York, NY              20.0           1.00
## 38233                          Menlo Park, CA               9.0           0.00
## 38234                       San Francisco, CA               0.0           0.00
## 38235                     Markham, ON, Canada              10.0           6.00
## 38238                             Seattle, WA              22.0           5.00
## 38240                              Newark, CA               5.0           0.00
## 38242                             Redmond, WA              20.0          10.00
## 38244                       San Francisco, CA               8.0           0.00
## 38246                             Phoenix, AZ               2.0           0.00
## 38248                            San Jose, CA               4.0           2.00
## 38253                    Bangalore, KA, India               6.0           4.00
## 38255                         Los Angeles, CA              15.0           0.00
## 38257                       Mountain View, CA               1.0           1.00
## 38264                       San Francisco, CA               2.0           2.00
## 38267                             Redmond, WA               0.0           0.00
## 38271                     Berlin, BE, Germany              10.0           1.00
## 38274                     Dublin, DN, Ireland               3.0           3.00
## 38275                    Hyderabad, TS, India               1.0           1.00
## 38277                         Culver City, CA               0.0           0.00
## 38278                    Bangalore, KA, India               2.0           0.00
## 38279                            New York, NY               6.0           3.00
## 38280                          Washington, DC               7.0           1.00
## 38283                             Seattle, WA              10.0           6.00
## 38284                       San Francisco, CA              10.0           4.00
## 38286                          Framingham, MA              15.0           6.00
## 38287                          Menlo Park, CA               1.0           1.00
## 38288                          Pittsburgh, PA               0.0           0.00
## 38290                       Mountain View, CA              21.0           4.00
## 38298                           San Diego, CA              10.0           2.00
## 38299                       San Francisco, CA              15.0           5.00
## 38300                    Bengaluru, KA, India               0.0           0.00
## 38305                             Seattle, WA              15.0           2.00
## 38316                         Foster City, CA               2.0           0.00
## 38319                    Bengaluru, KA, India              10.0           5.00
## 38320                    Tel Aviv, TA, Israel               2.0           2.00
## 38322                              Austin, TX              15.0           8.00
## 38326                       Mountain View, CA              15.0           0.00
## 38327                             Seattle, WA               9.0           1.00
## 38328                     Toronto, ON, Canada               7.0           3.00
## 38329                            Portland, OR              20.0           3.00
## 38334                             Seattle, WA              10.0           0.00
## 38335                      Ottawa, ON, Canada               4.0           0.00
## 38337                           Beaverton, OR               3.0           0.00
## 38338                             Seattle, WA               5.0           5.00
## 38339                              Boston, MA               0.0           0.00
## 38342                       San Francisco, CA              19.0          10.00
## 38343              London, EN, United Kingdom              16.0           2.00
## 38344                       Mountain View, CA               8.0           4.00
## 38345                             Seattle, WA               2.0           2.00
## 38347                             Seattle, WA               5.0           3.00
## 38348                               Tempe, AZ               0.0           0.00
## 38349                             Seattle, WA               3.0           0.00
## 38355              Amsterdam, NH, Netherlands              10.0           3.00
## 38356                             Seattle, WA               3.0           0.00
## 38357                       San Francisco, CA               2.0           0.00
## 38358                       San Francisco, CA              22.0          11.00
## 38359                       San Francisco, CA               3.0           1.00
## 38361                             Herndon, VA              10.0           1.00
## 38362                         Bala Cynwyd, PA               4.0           4.00
## 38363                             Atlanta, GA              11.0           1.00
## 38364                              Boston, MA               3.0           1.00
## 38367                            San Jose, CA              20.0          10.00
## 38371                    Bangalore, KA, India              16.0           4.00
## 38374                           Sunnyvale, CA              15.0           6.00
## 38376                             Seattle, WA               8.0           0.00
## 38378                           San Diego, CA               0.0           0.00
## 38382                    Bangalore, KA, India               5.0           1.00
## 38386                    Bangalore, KA, India               8.0           8.00
## 38388                   Herzliyya, TA, Israel              10.0           0.00
## 38390                       Paris, IL, France               8.0           2.00
## 38393                            Columbus, OH               3.0           3.00
## 38396                         Foster City, CA               5.0           2.00
## 38398                          Menlo Park, CA              10.0           2.00
## 38407                     Toronto, ON, Canada               3.0           1.00
## 38408                           Sunnyvale, CA               8.0           5.00
## 38410                            New York, NY               0.0           0.00
## 38411                       Mountain View, CA               5.0           5.00
## 38412                              Austin, TX               4.0           0.00
## 38415                             Atlanta, GA              12.0           0.00
## 38417                             Seattle, WA               2.0           0.00
## 38419                             Seattle, WA               8.0           0.00
## 38420                            San Jose, CA               0.0           0.00
## 38424                    Bangalore, KA, India               3.0           3.00
## 38429              London, EN, United Kingdom              14.0          10.00
## 38430                     Dublin, DN, Ireland               7.0           1.00
## 38431                      Moscow, MC, Russia               8.0           2.00
## 38434                             Seattle, WA              10.0           2.00
## 38438                           Charlotte, NC               8.0           1.00
## 38441                       San Francisco, CA               2.0           1.00
## 38445                         Los Angeles, CA              10.0           4.00
## 38453                              Austin, TX               5.0           3.00
## 38454                             Seattle, WA               2.0           2.00
## 38456                  Stuttgart, BW, Germany               5.0           5.00
## 38457                           Cupertino, CA               6.0           3.00
## 38459                   Vancouver, BC, Canada              20.0          10.00
## 38460                              Boston, MA               1.0           0.00
## 38461                             Phoenix, AZ              15.0           3.00
## 38463                       San Francisco, CA              10.0           6.00
## 38464                             Seattle, WA               7.0           2.00
## 38466                    Montreal, QC, Canada               5.0           1.00
## 38467                        Redwood City, CA              10.0           2.00
## 38470          Hong Kong, HK, Hong Kong (SAR)               9.0           2.00
## 38471                            Richmond, VA               5.0           1.00
## 38477                         Santa Clara, CA               0.0           0.00
## 38480                            Bellevue, WA               5.0           0.00
## 38482                             Seattle, WA              18.0           0.00
## 38483                            San Jose, CA               4.0           0.00
## 38484                            New York, NY               2.0           0.00
## 38486                          Menlo Park, CA               6.0           6.00
## 38489                          El Segundo, CA               2.0           1.00
## 38490                            New York, NY               1.0           1.00
## 38494                             Seattle, WA               4.0           0.00
## 38497                             Seattle, WA               8.0           4.00
## 38498                       Mountain View, CA               6.0           2.00
## 38502                    Hyderabad, AP, India               7.0           2.00
## 38505                          Menlo Park, CA              10.0           0.00
## 38506                         Santa Clara, CA               6.0           4.00
## 38507                              Boston, MA               7.0           5.00
## 38508                       San Francisco, CA               5.0           1.00
## 38512                       San Francisco, CA              10.0           7.00
## 38513                    Bangalore, KA, India               0.0           0.00
## 38515                     Dublin, DN, Ireland               7.0           1.00
## 38516                       San Francisco, CA              15.0           4.00
## 38517                              Irvine, CA               0.0           0.00
## 38518                   Vancouver, BC, Canada               1.0           1.00
## 38519                       Mountain View, CA               4.0           4.00
## 38521                            New York, NY               0.0           0.00
## 38522                            New York, NY              12.0           8.00
## 38523                         Minneapolis, MN              20.0          14.00
## 38524                          Cincinnati, OH               1.0           1.00
## 38525                             Seattle, WA               9.0           5.00
## 38526                         Santa Clara, CA              10.0           3.00
## 38528                       Mountain View, CA               0.0           0.00
## 38531                        Philadelphia, PA               0.0           0.00
## 38533                             Seattle, WA              10.0           2.00
## 38534                      Ottawa, ON, Canada               7.0           3.00
## 38537                         Santa Clara, CA              10.0           6.00
## 38540                       Mountain View, CA              15.0           5.00
## 38541                           Sunnyvale, CA              14.0           2.00
## 38544                              Irvine, CA               3.0           0.00
## 38545                    Tel Aviv, TA, Israel              13.0           0.00
## 38546                    Bengaluru, KA, India               1.0           1.00
## 38548              London, EN, United Kingdom              10.0           4.00
## 38552                              Durham, NC              12.0           4.00
## 38553                               Plano, TX              10.0           3.00
## 38554                Melbourne, VI, Australia              11.0           6.00
## 38555              Kuala Lumpur, KL, Malaysia               2.0           2.00
## 38557                             Chicago, IL               1.0           1.00
## 38566                         Lake Forest, CA               7.0           5.00
## 38569                            New York, NY               0.0           0.00
## 38575                           Hillsboro, OR               1.0           1.00
## 38577                             Seattle, WA              17.0           0.00
## 38579                        Tokyo, TY, Japan               6.0           0.00
## 38580                       San Francisco, CA               3.0           0.00
## 38582                              Reston, VA               5.0           3.00
## 38584                            San Jose, CA              17.0          10.00
## 38590                             Seattle, WA               6.0           4.00
## 38592                              Dallas, TX               0.0           0.00
## 38596                             Wichita, KS               6.0           1.00
## 38598                           Littleton, MA               9.0           4.00
## 38599                             Chicago, IL               3.0           3.00
## 38602                            San Jose, CA               1.0           0.00
## 38604                          Washington, DC              10.0           6.00
## 38606                         Los Angeles, CA               2.0           1.00
## 38607                         Santa Clara, CA               5.0           2.00
## 38608                          Menlo Park, CA               3.0           1.00
## 38609                Singapore, SG, Singapore               5.0           0.00
## 38611                            New York, NY               3.0           2.00
## 38612                   Stockholm, ST, Sweden              10.0           2.00
## 38616                           Ann Arbor, MI               5.0           5.00
## 38619                     Toronto, ON, Canada               7.0           2.00
## 38622                            New York, NY               3.0           3.00
## 38626                             Chicago, IL               6.0           1.00
## 38629                            Portland, OR               2.0           0.00
## 38630                    Barcelona, CT, Spain               8.0           1.00
## 38636                     Toronto, ON, Canada               3.0           2.00
## 38637                            New York, NY               8.0           2.00
## 38638                            Glendale, CA               3.0           1.00
## 38639                          Sacramento, CA               5.0           5.00
## 38640                             Orlando, FL              10.0           7.00
## 38641                             Seattle, WA              17.0           0.00
## 38644              London, EN, United Kingdom               3.0           3.00
## 38647                            Bellevue, WA               0.0           0.00
## 38650                        Santa Monica, CA               6.0           6.00
## 38652                             Seattle, WA               7.0           5.00
## 38654                            New York, NY              15.0          15.00
## 38655                       Mountain View, CA               8.0           2.00
## 38656                              Austin, TX               9.0           2.00
## 38658                             Fremont, CA               1.0           1.00
## 38660                           San Diego, CA              16.0          16.00
## 38668                 Brisbane, QL, Australia               7.0           4.00
## 38669                         Santa Clara, CA               7.0           3.00
## 38678                            Bellevue, WA               6.0           6.00
## 38682                    Montreal, QC, Canada               1.0           1.00
## 38683                           Hillsboro, OR              20.0          20.00
## 38684                            New York, NY              20.0           1.00
## 38688                       Mountain View, CA              12.0           7.00
## 38689                      Salt Lake City, UT              10.0           0.00
## 38690                           Cupertino, CA               8.0           4.00
## 38692                           Sunnyvale, CA               6.0           0.00
## 38695                             Seattle, WA               3.0           0.00
## 38696                            Bellevue, WA              13.0           1.00
## 38702                    Bangalore, KA, India               7.0           0.00
## 38703                              Austin, TX               0.0           0.00
## 38704                       San Francisco, CA               1.0           1.00
## 38706                   Sydney, NS, Australia               8.0           4.00
## 38709                    Bengaluru, KA, India               3.0           2.00
## 38710                    Hyderabad, AP, India               7.0           1.00
## 38711                             Seattle, WA               5.0           0.00
## 38712                         Los Angeles, CA              11.0           2.00
## 38714                            New York, NY               4.0           0.00
## 38717                            Dearborn, MI               5.0           5.00
## 38721                 Zurich, ZH, Switzerland              15.0          15.00
## 38722                            New York, NY               2.0           2.00
## 38724                       San Francisco, CA               7.0           4.00
## 38726                       San Francisco, CA              10.0           3.00
## 38727                     Dublin, DN, Ireland               7.0           2.00
## 38731                            New York, NY               2.0           0.00
## 38733                             Redmond, WA              10.0           1.00
## 38736                             Norwalk, CT               4.0           3.00
## 38737                              Boston, MA               2.0           1.00
## 38744                         Mill Valley, CA               7.0           6.00
## 38745                       North Reading, MA               3.0           1.00
## 38747                             Herndon, VA               3.0           0.00
## 38748                              Durham, NC              15.0          14.00
## 38749                            San Jose, CA               6.0           5.00
## 38751                   Vancouver, BC, Canada               0.0           0.00
## 38754                            San Jose, CA               3.0           0.00
## 38755                       Oklahoma City, OK              11.0          11.00
## 38767                             Seattle, WA               6.0           2.00
## 38768                    Bengaluru, KA, India               6.0           3.00
## 38772                 Zurich, ZH, Switzerland               2.0           2.00
## 38777                     Toronto, ON, Canada               7.0           1.00
## 38780                              Austin, TX               2.0           2.00
## 38782                       San Francisco, CA               7.0           3.00
## 38784                        Redwood City, CA              27.0          24.00
## 38788                   Vancouver, BC, Canada              20.0           3.00
## 38789                           Palo Alto, CA              12.0           2.00
## 38792                            San Jose, CA              15.0           7.00
## 38795                          Menlo Park, CA              10.0           0.00
## 38799                          Cincinnati, OH               0.0           0.00
## 38800                           San Diego, CA               1.0           1.00
## 38803                             Florida, NY              20.0           6.00
## 38804                         Santa Clara, CA               2.0           1.00
## 38808                       San Francisco, CA               7.0           3.00
## 38809                             Seattle, WA               5.0           1.00
## 38810                          Menlo Park, CA               5.0           0.00
## 38811                             Chicago, IL               2.0           1.00
## 38812                             Seattle, WA               2.0           0.00
## 38813                             Redmond, WA              33.0          23.00
## 38816                          Pittsburgh, PA              15.0           1.00
## 38818                              Boston, MA               1.0           1.00
## 38822                             Atlanta, GA               3.0           3.00
## 38825                              Dallas, TX               3.0           1.00
## 38827                          Pleasanton, CA               8.0           0.00
## 38829                     Dublin, DN, Ireland               2.0           1.00
## 38830                         Foster City, CA               1.0           1.00
## 38831                    Bengaluru, KA, India               6.0           6.00
## 38832                            Bellevue, WA               3.0           0.00
## 38834              Amsterdam, NH, Netherlands               1.0           0.00
## 38835                    Barcelona, CT, Spain               3.0           1.00
## 38836                         Pune, MH, India               3.0           2.00
## 38838                       Mountain View, CA               1.0           1.00
## 38840                  Jakarta, JK, Indonesia               7.0           5.00
## 38843                           Watertown, MA               1.0           0.00
## 38844              London, EN, United Kingdom               1.0           1.00
## 38845                           St. Louis, MO              20.0           3.00
## 38849                              Denver, CO               3.0           1.00
## 38852                            Bellevue, WA               2.0           2.00
## 38853                            New York, NY              13.0           1.00
## 38855                         Minneapolis, MN               2.0           0.00
## 38856                       Mountain View, CA               5.0           0.00
## 38857                            San Jose, CA               2.0           0.00
## 38860                             Seattle, WA               0.0           0.00
## 38864                             Seattle, WA               2.0           0.00
## 38866                             Seattle, WA              20.0           3.00
## 38867                         Los Angeles, CA               2.0           0.00
## 38873                           Sunnyvale, CA               2.0           2.00
## 38878                             Chicago, IL              16.0           2.00
## 38879                            Portland, OR              12.0          12.00
## 38880                       Mountain View, CA               0.0           0.00
## 38882                           San Bruno, CA              17.0           0.00
## 38885                           Cupertino, CA               2.0           2.00
## 38888                             Seattle, WA              10.0           6.00
## 38891                    Bangalore, KA, India              15.0           3.00
## 38893                           Palo Alto, CA               8.0           1.00
## 38894                             Seattle, WA              14.0           0.00
## 38896                              Austin, TX               7.0           7.00
## 38898                         Pune, MH, India               1.0           1.00
## 38899              London, EN, United Kingdom               0.0           0.00
## 38901                       Mountain View, CA              15.0           0.00
## 38903                              Austin, TX               2.0           2.00
## 38905                             Chicago, IL              18.0           3.00
## 38907                        Poughkeepsie, NY               6.0           6.00
## 38908                            New York, NY               1.0           1.00
## 38909                            San Jose, CA              12.0           6.00
## 38915                              Denver, CO               3.0           2.00
## 38918                             Seattle, WA               4.0           4.00
## 38925                       Mountain View, CA              15.0          15.00
## 38926                             Seattle, WA               3.0           0.00
## 38927                    Bangalore, KA, India               7.0           0.00
## 38928                              Austin, TX              30.0           0.00
## 38929                             Houston, TX              17.0           1.00
## 38930                     Berlin, BE, Germany              11.0           1.00
## 38931                             Seattle, WA              10.0           0.00
## 38932                              Boston, MA              25.0           2.00
## 38933                            New York, NY               8.0           2.00
## 38934                   Vancouver, BC, Canada              11.0          10.00
## 38936                            New York, NY               2.0           2.00
## 38937                       San Francisco, CA               8.0           5.00
## 38938                           Los Gatos, CA               8.0           5.00
## 38939                           Sunnyvale, CA               2.0           0.00
## 38943                             Seattle, WA               0.0           0.00
## 38944                           Cambridge, MA              18.0           2.00
## 38945                            New York, NY              20.0           5.00
## 38946                    Kharkiv, KK, Ukraine               4.0           2.00
## 38949                    Bengaluru, KA, India               0.0           0.00
## 38951                           Sunnyvale, CA              14.0          14.00
## 38952                            San Jose, CA               4.0           0.00
## 38955                         Los Angeles, CA               6.0           1.00
## 38956                             Seattle, WA               4.0           4.00
## 38958                           Los Gatos, CA              20.0           6.00
## 38959                         Santa Clara, CA               5.0           1.00
## 38960                        Redwood City, CA               6.0           2.00
## 38965                             Seattle, WA               6.0           0.00
## 38967                           Cupertino, CA               4.0           0.00
## 38968                              Austin, TX               5.0           5.00
## 38969                         Los Angeles, CA               2.0           2.00
## 38970                         Los Angeles, CA              20.0           4.00
## 38971                           Sunnyvale, CA              15.0           1.00
## 38973                             Detroit, MI               5.0           0.00
## 38978                         Los Angeles, CA               3.0           3.00
## 38979                           Palo Alto, CA              14.0           0.00
## 38980                            New York, NY               1.0           0.00
## 38981                             Atlanta, GA              15.0           4.00
## 38982                       Basking Ridge, NJ               4.0           1.00
## 38983                           San Diego, CA               3.0           1.00
## 38984                      Salt Lake City, UT               4.0           2.00
## 38987                       Mountain View, CA               5.0           5.00
## 38991                    Bangalore, KA, India               5.0           2.00
## 38994                    Bangalore, KA, India               3.0           2.00
## 38997                           Cupertino, CA               9.0           2.00
## 38998                           Hermitage, TN              20.0           7.00
## 38999                           Sunnyvale, CA              16.0           3.00
## 39001              London, EN, United Kingdom               4.0           0.00
## 39002                           Sunnyvale, CA              12.0           3.00
## 39008              London, EN, United Kingdom               0.0           0.00
## 39010                    Bangalore, KA, India               2.0           2.00
## 39012                         Santa Clara, CA               0.0           0.00
## 39014                            New York, NY              20.0           1.00
## 39015                           Arlington, VA               0.0           0.00
## 39016                             Redmond, WA              17.0           8.00
## 39017                        Redwood City, CA               5.0           3.00
## 39018                        Redwood City, CA               4.0           4.00
## 39019                              Dallas, TX               3.0           1.00
## 39021                           San Bruno, CA               2.0           2.00
## 39022                             Seattle, WA               2.0           0.00
## 39023                             Redmond, WA              16.0          10.00
## 39024                   Vancouver, BC, Canada               4.0           1.00
## 39026                          Menlo Park, CA               3.0           0.00
## 39027                       San Francisco, CA               3.0           0.00
## 39031                       San Francisco, CA               3.0           0.00
## 39034                     Toronto, ON, Canada               2.0           0.00
## 39035                            San Jose, CA               4.0           4.00
## 39037                         Bentonville, AR               1.0           1.00
## 39038                     Toronto, ON, Canada              13.0           4.00
## 39040                             Seattle, WA               6.0           5.00
## 39041                       San Francisco, CA               4.0           0.00
## 39042                           Sunnyvale, CA               8.0           5.00
## 39044                            New York, NY              20.0          15.00
## 39048                    Bengaluru, KA, India               9.0           1.00
## 39049                            Dearborn, MI               3.0           2.00
## 39052                             Orlando, FL               9.0           7.00
## 39054                         Bala Cynwyd, PA               7.0           1.00
## 39055              Luxembourg, LU, Luxembourg               0.0           0.00
## 39056                            New York, NY               2.0           2.00
## 39058                             Herndon, VA               0.0           0.00
## 39061              Amsterdam, NH, Netherlands              10.0           1.00
## 39062                             Orlando, FL               7.0           7.00
## 39063                              Boston, MA               6.0           3.00
## 39065                             Seattle, WA               0.0           0.00
## 39068                       Mountain View, CA               5.0           1.00
## 39069                             Seattle, WA               1.0           1.00
## 39072                          Washington, DC              12.0           6.00
## 39073          Hong Kong, HK, Hong Kong (SAR)               5.0           1.00
## 39074                          Pleasanton, CA              10.0           2.00
## 39075                           Charlotte, NC               1.0           1.00
## 39076                             Seattle, WA               0.0           0.00
## 39079                           Sunnyvale, CA               0.0           0.00
## 39081                            New York, NY               5.0           3.00
## 39083                           Palo Alto, CA               5.0           2.00
## 39084                   Vancouver, BC, Canada               5.0           2.00
## 39086                      Ottawa, ON, Canada               1.0           1.00
## 39088                           Cupertino, CA               5.0           1.00
## 39089                           Sunnyvale, CA              14.0           5.00
## 39090                       Mountain View, CA               4.0           2.00
## 39096                Singapore, SG, Singapore               0.0           0.00
## 39098                       Mountain View, CA              13.0          11.00
## 39100                            New York, NY               7.0           7.00
## 39101                               Tampa, FL              30.0          14.00
## 39102                             Atlanta, GA              24.0          14.00
## 39105                       San Francisco, CA               1.0           0.00
## 39107                              Austin, TX              19.0          19.00
## 39108                            New York, NY               7.0           0.00
## 39112                        Redwood City, CA               1.0           1.00
## 39113                           Palo Alto, CA              20.0           2.00
## 39115                        Santa Monica, CA              11.0           4.00
## 39119                            New York, NY               1.0           1.00
## 39120                             Seattle, WA               2.0           2.00
## 39121                             Seattle, WA               4.0           4.00
## 39122                        Santa Monica, CA              12.0           9.00
## 39130                 Zurich, ZH, Switzerland               0.0           0.00
## 39131                            Milpitas, CA              13.0           3.00
## 39134                              Austin, TX               2.0           2.00
## 39135                       Mountain View, CA               5.0           3.00
## 39139                       Mountain View, CA              15.0           9.00
## 39140                       San Francisco, CA               8.0           0.00
## 39142                            New York, NY               0.0           0.00
## 39146                           Beaverton, OR              10.0           4.00
## 39151                             Redmond, WA               8.0           6.00
## 39152                             Seattle, WA               3.0           0.00
## 39153                             Seattle, WA               1.0           1.00
## 39154                             Fairfax, VA              15.0           5.00
## 39155                            Kirkland, WA               5.0           1.00
## 39158                      Gdansk, PM, Poland               7.0           0.00
## 39160                         Los Angeles, CA               3.0           1.00
## 39163                             Redmond, WA               6.0           1.00
## 39165                             Seattle, WA              15.0           4.00
## 39166                             Seattle, WA               0.0           0.00
## 39168                              Boston, MA               2.0           2.00
## 39169                             Redmond, WA               5.0           5.00
## 39170                            San Jose, CA              14.0           7.00
## 39171                   Vancouver, BC, Canada               5.0           1.00
## 39173                      Chennai, TN, India               3.0           3.00
## 39174                     Berlin, BE, Germany              10.0           1.00
## 39176                        RIGA, RI, Latvia               4.0           2.00
## 39177                    Bengaluru, KA, India              10.0           0.00
## 39178              London, EN, United Kingdom               5.0           1.00
## 39181                            Bellevue, WA               7.0           1.00
## 39182                       San Francisco, CA              10.0           1.00
## 39183                       San Francisco, CA               9.0           1.00
## 39187                   Vancouver, BC, Canada               1.0           0.00
## 39189                            Richmond, VA              20.0          18.00
## 39191                              Boston, MA               4.0           0.00
## 39192                            New York, NY               3.0           1.00
## 39193                              Boston, MA               8.0           2.00
## 39196                             Seattle, WA              10.0           8.00
## 39197                           Nashville, TN               4.0           2.00
## 39203                      Salt Lake City, UT              15.0           5.00
## 39205                           Hillsboro, OR               1.0           0.00
## 39207                              Austin, TX               3.0           3.00
## 39210                         Kansas City, MO               4.0           4.00
## 39213                       San Francisco, CA              10.0           2.00
## 39214                            New York, NY               3.0           0.00
## 39215                             Chicago, IL               6.0           2.00
## 39221                            Kirkland, WA              12.0           1.00
## 39222                     Dublin, DN, Ireland               3.0           2.00
## 39225                            Richmond, VA               1.0           1.00
## 39226                         Santa Clara, CA               4.0           4.00
## 39227                          Boxborough, MA               5.0           5.00
## 39228                            New York, NY               3.0           2.00
## 39229                             Redmond, WA              11.0           9.00
## 39235                           Palo Alto, CA               7.0           7.00
## 39239                          Menlo Park, CA              10.0           0.00
## 39240                              Folsom, CA               5.0           0.00
## 39241                             Seattle, WA               0.0           0.00
## 39242                              Austin, TX               6.0           3.00
## 39243                       San Francisco, CA               1.0           1.00
## 39245                        Poughkeepsie, NY               1.0           1.00
## 39249                             Raleigh, NC              12.0          10.00
## 39250                       Mountain View, CA               8.0           5.00
## 39251                             Seattle, WA               9.0           3.00
## 39253                          Menlo Park, CA               8.0           6.00
## 39259                             Seattle, WA               0.0           0.00
## 39262                             Seattle, WA               4.0           1.00
## 39263                             Seattle, WA              11.0           0.00
## 39265                             Seattle, WA               2.0           2.00
## 39266                              Frisco, TX              10.0           3.00
## 39269                       San Francisco, CA              10.0           2.00
## 39270                             Seattle, WA              10.0           0.00
## 39271                          Menlo Park, CA               5.0           1.00
## 39274                           Palo Alto, CA               6.0           1.00
## 39276                              Austin, TX               0.0           0.00
## 39277                   Sydney, NS, Australia              15.0           7.00
## 39278                         Santa Clara, CA               0.0           0.00
## 39280                    Tel Aviv, TA, Israel               5.0           4.00
## 39282                       San Francisco, CA               5.0           1.00
## 39283              Amsterdam, NH, Netherlands              10.0           6.00
## 39286                       San Francisco, CA               3.0           2.00
## 39287                    Bangalore, KA, India               0.0           0.00
## 39288                             Raleigh, NC               8.0           1.00
## 39294                         Santa Clara, CA               4.0           4.00
## 39295                       San Francisco, CA              13.0           2.00
## 39296                     Toronto, ON, Canada               4.0           1.00
## 39298                         Bentonville, AR               2.0           2.00
## 39301                       San Francisco, CA              13.0           8.00
## 39302                           Palo Alto, CA              15.0           0.00
## 39303                              Boston, MA               2.0           2.00
## 39304                       Mountain View, CA               5.0           0.00
## 39307                         Minneapolis, MN               4.0           4.00
## 39310                             Atlanta, GA              10.0           2.00
## 39312                       Mountain View, CA              18.0           3.00
## 39315                              Dallas, TX               8.0           0.00
## 39317                              Vienna, VA               1.0           1.00
## 39322                             Seattle, WA               7.0           7.00
## 39323                       San Francisco, CA               4.0           1.00
## 39329                             Seattle, WA               4.0           3.00
## 39331                           Cupertino, CA               1.0           0.00
## 39332                          Menlo Park, CA               3.0           3.00
## 39333                               Miami, FL              14.0           1.00
## 39335                           Cupertino, CA               8.0           0.00
## 39338                             Seattle, WA              14.0           0.00
## 39344                              Austin, TX               3.0           3.00
## 39345                             Waltham, MA               6.0           4.00
## 39349                           Sunnyvale, CA               2.0           2.00
## 39351                             Seattle, WA              11.0           7.00
## 39353                         Bentonville, AR               4.0           3.00
## 39355                              Denver, CO               1.0           1.00
## 39358                       San Francisco, CA               4.0           0.00
## 39359                              Tucson, AZ               3.0           1.00
## 39361                       San Francisco, CA               3.0           0.00
## 39365                     Berlin, BE, Germany               7.0           0.00
## 39369                    Bangalore, KA, India              20.0           0.00
## 39370                              Boston, MA               9.0           4.00
## 39371                            New York, NY              16.0           9.00
## 39374                       San Francisco, CA               3.0           0.00
## 39375                           San Diego, CA              17.0           3.00
## 39376                              Dallas, TX              20.0           1.00
## 39380                              Boston, MA               8.0           5.00
## 39381                           Palo Alto, CA              11.0           9.00
## 39383                       Mountain View, CA               2.0           2.00
## 39384                             Redmond, WA               8.0           4.00
## 39385                             Seattle, WA              14.0           8.00
## 39386                             Redmond, WA              14.0           0.00
## 39389                        Fort Collins, CO               5.0           5.00
## 39390                       San Francisco, CA              13.0           1.00
## 39394                            San Jose, CA              20.0           6.00
## 39399                            New York, NY               8.0           5.00
## 39403                       San Francisco, CA              10.0           6.00
## 39405                         Los Angeles, CA               6.0           1.00
## 39406                            New York, NY              10.0           2.00
## 39408                           Cupertino, CA               6.0           4.00
## 39412                             Seattle, WA               1.0           0.00
## 39418                             Atlanta, GA               2.0           2.00
## 39419                             Seattle, WA               3.0           0.00
## 39420                         Kansas City, MO               2.0           2.00
## 39422                              Austin, TX               2.0           2.00
## 39429                           Cambridge, MA               0.0           0.00
## 39432                           Sunnyvale, CA               2.0           2.00
## 39433                              Boston, MA               3.0           3.00
## 39434                           Englewood, CO               9.0           9.00
## 39437                             Seattle, WA              11.0           2.00
## 39438                             Seattle, WA               5.0           2.00
## 39439                   Sydney, NS, Australia               6.0           5.00
## 39440                    Bengaluru, KA, India              12.0           2.00
## 39445                       San Francisco, CA               0.0           0.00
## 39447                    Hyderabad, AP, India               3.0           3.00
## 39448              London, EN, United Kingdom               4.0           0.00
## 39449                            New York, NY               5.0           0.00
## 39451                            Bellevue, WA              15.0           1.00
## 39452              London, EN, United Kingdom               4.0           2.00
## 39454                           Cupertino, CA               4.0           1.00
## 39456                     Toronto, ON, Canada               0.0           0.00
## 39458                   Trivandrum, KL, India               3.0           3.00
## 39461              London, EN, United Kingdom               8.0           5.00
## 39463                            New York, NY               6.0           6.00
## 39464                              Austin, TX              10.0           3.00
## 39465              London, EN, United Kingdom               4.0           1.00
## 39467                            Chandler, AZ               4.0           4.00
## 39471                             Seattle, WA               1.0           1.00
## 39472                            New York, NY               3.0           3.00
## 39473                          Washington, DC               5.0           1.00
## 39475                             Redmond, WA              15.0           4.00
## 39478                       San Francisco, CA               3.0           2.00
## 39484                       San Francisco, CA               2.0           1.00
## 39485                            New York, NY               2.0           2.00
## 39490                   Vancouver, BC, Canada              12.0           5.00
## 39491                             Seattle, WA               5.0           1.00
## 39492                          Rio Rancho, NM               4.0           4.00
## 39497                     Fort Lauderdale, FL               2.0           2.00
## 39498                       San Francisco, CA               3.0           3.00
## 39499                             Seattle, WA              10.0           1.00
## 39500                           San Diego, CA               5.0           2.00
## 39501                             Seattle, WA               2.0           2.00
## 39503                           Palo Alto, CA              10.0           2.00
## 39505                     Toronto, ON, Canada              13.0           0.00
## 39509                            San Jose, CA              16.0           5.00
## 39514                           Arlington, VA               8.0           1.00
## 39521                            San Jose, CA               5.0           3.00
## 39525                         Bloomington, MN               9.0           7.00
## 39528                       San Francisco, CA               8.0           2.00
## 39529                             Seattle, WA               8.0           2.00
## 39530                Singapore, SG, Singapore              13.0           2.00
## 39531                          Menlo Park, CA               9.0           6.00
## 39532                           Beaverton, OR               4.0           2.00
## 39533                             Chicago, IL               3.0           3.00
## 39534                   Vancouver, BC, Canada               3.0           0.00
## 39539                            San Jose, CA               7.0           7.00
## 39543                    Bangalore, KA, India               2.0           0.00
## 39545                    Bangalore, KA, India              10.0           1.00
## 39548                          Menlo Park, CA              14.0           0.00
## 39550                       Haifa, HA, Israel               9.0           2.00
## 39551                    Bangalore, KA, India               3.0           0.00
## 39552                             Seattle, WA               2.0           0.00
## 39553                              Newark, NJ               3.0           1.00
## 39557                             Seattle, WA               4.0           2.00
## 39560                     Toronto, ON, Canada               0.0           0.00
## 39564                          Menlo Park, CA               5.0           0.00
## 39565                              Dallas, TX               8.0           5.00
## 39566                          Menlo Park, CA              15.0           0.00
## 39567                          Alexandria, VA               1.0           0.00
## 39568                              Austin, TX               2.0           2.00
## 39570              London, EN, United Kingdom               0.0           0.00
## 39571              London, EN, United Kingdom               1.0           1.00
## 39575                       Mountain View, CA               5.0           0.00
## 39579                             Seattle, WA               8.0           2.00
## 39582                            Brooklyn, NY              15.0           0.00
## 39585                             Seattle, WA               0.0           0.00
## 39586                            New York, NY               4.0           0.00
## 39591                             Seattle, WA              14.0           1.00
## 39596                    Hyderabad, AP, India               8.0           5.00
## 39599                            San Jose, CA              12.0           0.00
## 39601                         Minneapolis, MN               0.0           0.00
## 39604                         Los Angeles, CA               4.0           0.00
## 39608                          Bloomfield, CT               7.0           7.00
## 39609                     Markham, ON, Canada               3.0           2.00
## 39610                           Arlington, VA               2.0           2.00
## 39612                              Denver, CO               3.0           3.00
## 39615                           Cambridge, MA               6.0           1.00
## 39619                             Seattle, WA               1.0           1.00
## 39620                         Pune, MH, India               3.0           1.00
## 39623                           Palo Alto, CA              18.0           7.00
## 39641                                Troy, MI               3.0           2.00
## 39642                             Seattle, WA               7.0           0.00
## 39644                         Foster City, CA               2.0           1.00
## 39646                    Bangalore, KA, India               0.0           0.00
## 39647                             Seattle, WA               2.0           2.00
## 39648                             Seattle, WA              15.0           1.00
## 39649                           Palo Alto, CA               1.0           1.00
## 39655                            San Jose, CA               6.0           0.00
## 39658                           Cupertino, CA               6.0           4.00
## 39659                       San Francisco, CA               9.0           0.00
## 39660                          Menlo Park, CA               7.0           1.00
## 39662                             Chicago, IL               0.0           0.00
## 39663                    Hyderabad, TS, India              10.0           0.00
## 39666                            New York, NY               4.0           4.00
## 39669                     Toronto, ON, Canada              13.0           6.00
## 39670                              Dallas, TX               4.0           0.00
## 39673                    Barcelona, CT, Spain              17.0           3.00
## 39675                         Santa Clara, CA               4.0           0.00
## 39677              Amsterdam, NH, Netherlands              14.0           1.00
## 39679                             Seattle, WA               8.0           3.00
## 39680              London, EN, United Kingdom               7.0           2.00
## 39681                             Seattle, WA               4.0           0.00
## 39683                             Houston, TX               1.0           1.00
## 39685                       San Francisco, CA              20.0           1.00
## 39686                              Folsom, CA               5.0           5.00
## 39688                           Cambridge, MA               2.0           2.00
## 39689                           Sunnyvale, CA               8.0           5.00
## 39691                         Jersey City, NJ              17.0           8.00
## 39692                           Palo Alto, CA              20.0           0.00
## 39693                           Rochester, NY              15.0           6.00
## 39701                       San Francisco, CA               8.0           2.00
## 39702                       San Francisco, CA              18.0          10.00
## 39705                            New York, NY              12.0           7.00
## 39708                         Santa Clara, CA              12.0           2.00
## 39709          Hong Kong, HK, Hong Kong (SAR)              11.0           1.00
## 39710                             Seattle, WA               5.0           5.00
## 39712                             Seattle, WA               2.0           2.00
## 39713                             Seattle, WA               7.0           2.00
## 39714                             Seattle, WA              10.0           3.00
## 39718                             Chicago, IL               3.0           1.00
## 39719                            San Jose, CA               9.0           2.00
## 39720                            San Jose, CA               3.0           3.00
## 39725                Jeddah, MK, Saudi Arabia               8.0           2.00
## 39726                            San Jose, CA              20.0           5.00
## 39727                Singapore, SG, Singapore               0.0           0.00
## 39730                 Zurich, ZH, Switzerland               4.0           0.00
## 39731                               Tampa, FL              22.0           1.00
## 39733                       Mountain View, CA               1.0           1.00
## 39735                           San Mateo, CA              15.0           6.00
## 39736                            New York, NY               3.0           0.00
## 39738                             Seattle, WA               8.0           6.00
## 39739                             Seattle, WA               0.0           0.00
## 39743                              Newark, CA              25.0           5.00
## 39748                             Seattle, WA              10.0          10.00
## 39751                            New York, NY               3.0           3.00
## 39752              Amsterdam, NH, Netherlands               7.0           2.00
## 39753                              Folsom, CA               9.0           7.00
## 39760                            New York, NY              12.0          12.00
## 39763                           Sunnyvale, CA               2.0           0.00
## 39766                         Foster City, CA               3.0           3.00
## 39769                       Mountain View, CA               3.0           0.00
## 39770                       San Francisco, CA               3.0           1.00
## 39771                           San Diego, CA               2.0           0.00
## 39772                             Seattle, WA              30.0           2.00
## 39773                             Seattle, WA               0.0           0.00
## 39780                             Vermont, IL              15.0           4.00
## 39781                       Mountain View, CA               5.0           5.00
## 39786                       San Francisco, CA               5.0           2.00
## 39787                         Lake Forest, CA              10.0           0.00
## 39788                              Boston, MA              20.0           1.00
## 39790                   Sydney, NS, Australia              10.0           2.00
## 39791                         Bentonville, AR               0.0           0.00
## 39793                            New York, NY              20.0           8.00
## 39795                              Natick, MA               1.0           0.00
## 39797                   Kitchener, ON, Canada               6.0           1.00
## 39802                Singapore, SG, Singapore               4.0           2.00
## 39805                              Boston, MA               6.0           6.00
## 39806                            New York, NY              22.0           5.00
## 39808                     Toronto, ON, Canada               2.0           1.00
## 39809                           Sunnyvale, CA               1.0           1.00
## 39812                              Folsom, CA               8.0           6.00
## 39816                    Penang, PG, Malaysia               5.0           5.00
## 39824                    Bangalore, KA, India               8.0           1.00
## 39826                           Sunnyvale, CA               4.0           1.00
## 39835                             Houston, TX               3.0           3.00
## 39836                    Bangalore, KA, India               1.0           1.00
## 39837                              Austin, TX               5.0           5.00
## 39838                            New York, NY               2.0           2.00
## 39842                           Lafayette, LA              13.0           8.00
## 39843                         Bloomington, IL               2.0           2.00
## 39846                              McLean, NE              12.0           0.00
## 39847                             Redmond, WA               5.0           1.00
## 39849                           Arlington, VA               1.0           1.00
## 39853                       Mountain View, CA               6.0           4.00
## 39855                              Boston, MA               0.0           0.00
## 39856              London, EN, United Kingdom              10.0           1.00
## 39857                            Portland, OR              17.0           7.00
## 39858                          Washington, DC               5.0           5.00
## 39860                               Plano, TX               1.0           1.00
## 39861                            New York, NY              18.0           7.00
## 39868                              Irvine, CA              10.0           2.00
## 39870                            San Jose, CA               4.0           4.00
## 39874                           Sunnyvale, CA               5.0           5.00
## 39875                            New York, NY               4.0           0.00
## 39879                       San Francisco, CA              11.0           1.00
## 39880                              Dallas, TX              14.0           5.00
## 39884                             Seattle, WA               5.0           0.00
## 39886                       Mountain View, CA               5.0           0.00
## 39889                             Chicago, IL               4.0           4.00
## 39891                             Raleigh, NC               2.0           2.00
## 39892                       San Francisco, CA              20.0           8.00
## 39902                    Bangalore, KA, India               6.0           2.00
## 39904              London, EN, United Kingdom               1.0           1.00
## 39906                            Richmond, VA              10.0           0.00
## 39909                            New York, NY               0.0           0.00
## 39911                     Toronto, ON, Canada               6.0           6.00
## 39912                       San Francisco, CA               9.0           0.00
## 39913                             Atlanta, GA              15.0           2.00
## 39914                              Boston, MA               6.0           3.00
## 39915                            New York, NY               6.0           6.00
## 39916                            New York, NY               7.0           7.00
## 39917                              Austin, TX               1.0           1.00
## 39918              London, EN, United Kingdom              10.0           6.00
## 39923           Cambridge, EN, United Kingdom               1.0           0.00
## 39925                       San Francisco, CA               4.0           1.00
## 39929              London, EN, United Kingdom               1.0           1.00
## 39932                             Seattle, WA               4.0           0.00
## 39936                             Seattle, WA               1.0           1.00
## 39940                          Menlo Park, CA               5.0           0.00
## 39941                              Vienna, VA              20.0           2.00
## 39945                          Menlo Park, CA               6.0           2.00
## 39951                             Seattle, WA               8.0           0.00
## 39955                            New York, NY               4.0           4.00
## 39957                            New York, NY               1.0           1.00
## 39959                         Los Angeles, CA              10.0           0.00
## 39963                       Mountain View, CA              22.0           1.00
## 39964                           San Diego, CA              11.0           0.00
## 39965                            New York, NY               6.0           1.00
## 39968                             Seattle, WA               3.0           3.00
## 39970                              Reston, VA               5.0           0.00
## 39971                          Menlo Park, CA               6.0           1.00
## 39972                        Santa Monica, CA               8.0           0.00
## 39975                       San Francisco, CA               7.0           4.00
## 39979                       San Francisco, CA               8.0           2.00
## 39982                              Boston, MA               5.0           0.00
## 39983                              Dallas, TX              11.0           1.00
## 39984                        Delhi, DL, India              15.0          15.00
## 39987                       San Francisco, CA               5.0           2.00
## 39989                             Fairfax, VA               2.0           2.00
## 39993                            San Jose, CA               0.0           0.00
## 39997                              Irvine, CA               8.0           0.00
## 40000                          Menlo Park, CA               8.0           1.00
## 40001                   Vancouver, BC, Canada               6.0           2.00
## 40002                       San Francisco, CA              13.0           2.00
## 40003                   Vancouver, BC, Canada               2.0           2.00
## 40005                  Karlsruhe, BW, Germany               1.0           1.00
## 40006                           San Mateo, CA               0.0           0.00
## 40007                  Karlsruhe, BW, Germany               5.0           5.00
## 40009                   Walldorf, BW, Germany              14.0           2.00
## 40012                            New York, NY               6.0           1.00
## 40015                   Stockholm, ST, Sweden              15.0          13.00
## 40016                   Stockholm, ST, Sweden              15.0          13.00
## 40017                            New York, NY               2.0           2.00
## 40025                              Austin, TX               0.0           0.00
## 40027                             Seattle, WA              18.0           2.00
## 40028                    Bangalore, KA, India               6.0           1.00
## 40029                             Seattle, WA              19.0           1.00
## 40030                             Seattle, WA              19.0           1.00
## 40032                      Ottawa, ON, Canada               2.0           1.00
## 40035                    Bangalore, KA, India               0.0           0.00
## 40036                      Salt Lake City, UT               1.0           1.00
## 40044                              Austin, TX              20.0          13.00
## 40045                    Bangalore, KA, India               2.0           2.00
## 40046                           San Diego, CA               0.0           0.00
## 40048                             Seattle, WA              17.0          12.00
## 40052                     Toronto, ON, Canada              15.0           5.00
## 40053                    Bangalore, KA, India               3.0           3.00
## 40054                         Minneapolis, MN               7.0           0.00
## 40055                    Tampere, ES, Finland               4.0           2.00
## 40062                            New York, NY               5.0           4.00
## 40063                              Austin, TX               1.0           0.00
## 40064                       San Francisco, CA               7.0           4.00
## 40065                         Jersey City, NJ               3.0           3.00
## 40066                             Seattle, WA               3.0           3.00
## 40068                       San Francisco, CA              19.0           7.00
## 40069                            New York, NY               5.0           5.00
## 40072                            San Jose, CA               5.0           2.00
## 40077                             Seattle, WA               0.0           0.00
## 40083                      Salt Lake City, UT               4.0           2.00
## 40085                       San Francisco, CA               3.0           0.00
## 40086                         Jersey City, NJ               2.0           2.00
## 40089                           Sunnyvale, CA              12.0           2.00
## 40092                   Vancouver, BC, Canada              15.0           5.00
## 40094                    Bangalore, KA, India               2.0           2.00
## 40096                           Palo Alto, CA               4.0           1.00
## 40103                              Austin, TX               2.0           2.00
## 40105                        Redwood City, CA              10.0           2.00
## 40107                           Hillsboro, OR               6.0           6.00
## 40109                            Van Nuys, CA               0.0           0.00
## 40111                           Los Gatos, CA               3.0           1.00
## 40112                         Jersey City, NJ               2.0           2.00
## 40113                             Seattle, WA               2.0           0.00
## 40117                             Seattle, WA              14.0           5.00
## 40125                            New York, NY              29.0          10.00
## 40126                        Indianapolis, IN               4.0           2.00
## 40127                          Washington, DC               8.0           2.00
## 40128                           Palo Alto, CA               8.0           0.00
## 40132                    Kharkiv, KK, Ukraine               2.0           2.00
## 40134                    Bangalore, KA, India               5.0           1.00
## 40141                    Bangalore, KA, India              18.0           5.00
## 40142                             Herndon, VA               1.0           1.00
## 40143                           Arlington, VA               4.0           0.00
## 40146                   Vancouver, BC, Canada               0.0           0.00
## 40147             Glasgow, SC, United Kingdom               5.0           1.00
## 40148                             Seattle, WA               2.0           0.00
## 40152                              Austin, TX              15.0           5.00
## 40162                       San Francisco, CA               3.0           0.00
## 40163                            Portland, OR               9.0           5.00
## 40166                         Westborough, MA               0.0           0.00
## 40177                            Richmond, VA               1.0           1.00
## 40183                            San Jose, CA              15.0           5.00
## 40187                             Seattle, WA              17.0           0.00
## 40193          Birmingham, EN, United Kingdom               2.0           2.00
## 40200                       San Francisco, CA              15.0           2.00
## 40202                       Mountain View, CA              12.0           0.00
## 40203                          Washington, DC               9.0           2.00
## 40205                            Bellevue, WA               4.0           2.00
## 40206                            New York, NY               6.0           0.00
## 40211                 Zurich, ZH, Switzerland               3.0           3.00
## 40217                         Foster City, CA              14.0           1.00
## 40218                         Bloomington, IL               3.0           1.00
## 40220                             Seattle, WA               3.0           3.00
## 40224                   Sao Paulo, SP, Brazil               1.0           1.00
## 40225                             Seattle, WA               1.0           1.00
## 40229                        Redwood City, CA              16.0           2.00
## 40230                       San Francisco, CA               6.0           5.00
## 40231                     Berlin, BE, Germany               7.0           3.00
## 40232                              Boston, MA               1.0           1.00
## 40233                              Denver, CO              14.0           4.00
## 40237                             Seattle, WA              15.0           1.00
## 40238                       San Francisco, CA               2.0           0.00
## 40243                             Seattle, WA               7.0           4.00
## 40250                    Hyderabad, TS, India               7.0           2.00
## 40251                             Houston, TX              13.0          10.00
## 40255                    Hyderabad, TS, India               3.0           1.00
## 40258                    Bangalore, KA, India               7.0           2.00
## 40262                              Boston, MA              15.0           1.00
## 40265                            New York, NY               7.0           3.00
## 40266                              Boston, MA              21.0          11.00
## 40271                        Santa Monica, CA              10.0           1.00
## 40272                       Mountain View, CA               4.0           0.00
## 40273                         Santa Clara, CA              15.0           1.00
## 40274                       San Francisco, CA              12.0           4.00
## 40275                            New York, NY               6.0           1.00
## 40276                             Madison, WI               0.0           0.00
## 40280                           Sunnyvale, CA               3.0           3.00
## 40282                             Houston, TX              16.0           3.00
## 40283                       Mountain View, CA               8.0           8.00
## 40285                            San Jose, CA               1.0           0.00
## 40288                            San Jose, CA               2.0           2.00
## 40291                             Seattle, WA              12.0           2.00
## 40293                        Indianapolis, IN               5.0           0.00
## 40294                            New York, NY               2.0           2.00
## 40295                            New York, NY               1.0           0.00
## 40296                            Kirkland, WA               2.0           2.00
## 40301                             Seattle, WA               1.0           0.00
## 40304                            New York, NY               0.0           0.00
## 40305                            New York, NY               1.0           0.00
## 40308                            New York, NY               6.0           2.00
## 40309                         Los Angeles, CA               2.0           2.00
## 40310                           San Diego, CA               2.0           1.00
## 40312                       Mountain View, CA               3.0           3.00
## 40313                           Hillsboro, OR               8.0           8.00
## 40316                            New York, NY               3.0           3.00
## 40321                       Mountain View, CA               3.0           3.00
## 40323                          Pleasanton, CA               1.0           1.00
## 40324                         Foster City, CA               2.0           2.00
## 40325                             Redmond, WA               7.0           3.00
## 40327                             Seattle, WA               6.0           4.00
## 40331                              Austin, TX              24.0           2.00
## 40332                          Washington, DC               0.0           0.00
## 40333                       San Francisco, CA               9.0           3.00
## 40334                       San Francisco, CA              10.0          10.00
## 40337                          Washington, DC              20.0           6.00
## 40346                             Seattle, WA               3.0           3.00
## 40351                          Manchester, NH               5.0           5.00
## 40352                 Geneva, GE, Switzerland               4.0           2.00
## 40353                Singapore, SG, Singapore               3.0           3.00
## 40354                       Kiev, KC, Ukraine               6.0           3.00
## 40356                             Phoenix, AZ               6.0           1.00
## 40358                           Cambridge, MA               8.0           4.00
## 40360                           Sunnyvale, CA               6.0           6.00
## 40361                            New York, NY               4.0           4.00
## 40362                       San Francisco, CA              10.0           3.00
## 40367                         Pune, MH, India               3.0           1.00
## 40369                    Tallinn, HA, Estonia               5.0           3.00
## 40373                               Miami, FL              29.0          22.00
## 40377                              Irvine, CA               8.0           1.00
## 40378                           Hawthorne, CA               6.0           0.00
## 40379                            New York, NY              18.0          13.00
## 40384                       San Francisco, CA               2.0           0.00
## 40385                             Madison, WI               0.0           0.00
## 40386                            New York, NY               8.0           5.00
## 40388                         Santa Clara, CA              18.0           5.00
## 40391                       San Francisco, CA               8.0           7.00
## 40392                             Redmond, WA               2.0           0.00
## 40393                            New York, NY               2.0           2.00
## 40400                             Phoenix, AZ               9.0           1.00
## 40401                             Houston, TX              10.0          10.00
## 40402                             Redmond, WA               9.0           1.00
## 40405                              Dallas, TX               1.0           1.00
## 40406                            San Jose, CA              20.0           6.00
## 40407                             Chicago, IL               0.0           0.00
## 40408                           Sunnyvale, CA               9.0           2.00
## 40409                           San Diego, CA               5.0           5.00
## 40410                       San Francisco, CA               4.0           4.00
## 40415                            New York, NY               0.0           0.00
## 40416                              Austin, TX               5.0           1.00
## 40417                       San Francisco, CA               3.0           1.00
## 40418                         Los Angeles, CA              15.0           2.00
## 40422                       Mountain View, CA              15.0           1.00
## 40425                       San Francisco, CA              10.0           2.00
## 40430                            New York, NY               3.0           1.00
## 40434                           Sunnyvale, CA               3.0           0.00
## 40435                          Burlington, MA               2.0           2.00
## 40440                          Menlo Park, CA               0.0           0.00
## 40442                              Dallas, TX              12.0           0.00
## 40443                          Washington, DC               7.0           3.00
## 40444                             Herndon, VA              16.0           6.00
## 40447                        Santa Monica, CA              13.0           0.00
## 40448                              Hudson, MA              10.0           8.00
## 40450                            Kirkland, WA              15.0           5.00
## 40451                       San Francisco, CA               5.0           3.00
## 40453                            New York, NY              18.0          10.00
## 40455                           Sunnyvale, CA               3.0           1.00
## 40456                             Seattle, WA               9.0           2.00
## 40462                           Cupertino, CA              16.0           4.00
## 40463                            San Jose, CA               5.0           4.00
## 40464                           Sunnyvale, CA              10.0           7.00
## 40466                            San Jose, CA              15.0           4.00
## 40469                     Dublin, DN, Ireland               0.0           0.00
## 40470                           Sunnyvale, CA               7.0           4.00
## 40473                            San Jose, CA               1.0           1.00
## 40475                         Jersey City, NJ              20.0          11.00
## 40477                              Boston, MA               5.0           2.00
## 40478                            New York, NY               5.0           1.00
## 40479                              Irvine, CA               5.0           4.00
## 40480                    Bangalore, KA, India              20.0           8.00
## 40481                             Seattle, WA              15.0           6.00
## 40483                          Washington, DC               6.0           0.00
## 40485                          Menlo Park, CA               5.0           4.00
## 40486                  Stuttgart, BW, Germany               2.0           1.00
## 40488                             Chicago, IL              10.0           4.00
## 40491                              Austin, TX              15.0           0.00
## 40493                              Dallas, TX               7.0           0.00
## 40496                             Redmond, WA               4.0           3.00
## 40497                       San Francisco, CA               5.0           1.00
## 40498                           Cleveland, OH              30.0          25.00
## 40501                       San Francisco, CA               4.0           1.00
## 40503                       San Francisco, CA               0.0           0.00
## 40505                       San Francisco, CA              12.0           1.00
## 40507                       Haifa, HA, Israel               9.0           8.00
## 40508                        RIGA, RI, Latvia               9.0           5.00
## 40509                             Seattle, WA               5.0           5.00
## 40510                            New York, NY              21.0           2.00
## 40516                             Herndon, VA               5.0           1.00
## 40518                            New York, NY               6.0           6.00
## 40519                            New York, NY               6.0           0.00
## 40521                          Washington, DC              11.0           6.00
## 40522                             Seattle, WA               5.0           5.00
## 40523                       San Francisco, CA              13.0           2.00
## 40525                             Atlanta, GA              30.0           3.00
## 40530                              Austin, TX               8.0           3.00
## 40531                            New York, NY              10.0           4.00
## 40534                       Mountain View, CA               6.0           6.00
## 40536                              Denver, CO               7.0           3.00
## 40537                       San Francisco, CA               3.0           0.00
## 40539                       San Francisco, CA               3.0           1.00
## 40541                             Seattle, WA               0.0           0.00
## 40542                          Washington, DC              12.0           9.00
## 40543                       San Francisco, CA               3.0           0.00
## 40544                   Vancouver, BC, Canada               0.0           0.00
## 40546                            New York, NY              28.0           6.00
## 40548                             Lansing, MI              10.0           4.00
## 40549                             Seattle, WA              15.0           7.00
## 40553                       San Francisco, CA              10.0           1.00
## 40554                         Foster City, CA              20.0           1.00
## 40555                             Seattle, WA               9.0           0.00
## 40557                             Seattle, WA              12.0           1.00
## 40558                              Rahway, NJ              15.0           1.00
## 40563                         Kansas City, MO               5.0           5.00
## 40566                             Fremont, CA               2.0           0.00
## 40573                             Seattle, WA              15.0           2.00
## 40574                          Cincinnati, OH              10.0           8.00
## 40575                         Los Angeles, CA               7.0           1.00
## 40576                    Edmonton, AB, Canada               3.0           3.00
## 40577                            New York, NY               5.0           5.00
## 40578                    Hyderabad, TS, India               5.0           5.00
## 40582                    Bengaluru, KA, India               4.0           4.00
## 40583                             Houston, TX               0.0           0.00
## 40584 Newcastle Upon Tyne, EN, United Kingdom               9.0           0.00
## 40588              London, EN, United Kingdom              18.0           7.00
## 40589              London, EN, United Kingdom               5.0           2.00
## 40590                             Fairfax, VA              25.0           2.00
## 40591              London, EN, United Kingdom               4.0           1.00
## 40592                           Lafayette, LA               3.0           0.00
## 40593                       San Francisco, CA               6.0           4.00
## 40596                            New York, NY              15.0           2.00
## 40597                              Murray, UT               4.0           0.00
## 40601                             Atlanta, GA               7.0           0.00
## 40604                              Austin, TX               4.0           2.00
## 40605                         Santa Clara, CA               2.0           2.00
## 40607                    Bangalore, KA, India               1.0           1.00
## 40609                              Albany, NY              15.0          10.00
## 40610                       Mountain View, CA               2.0           0.00
## 40614                             Fremont, CA               4.0           4.00
## 40616                         Bloomington, IL               1.0           1.00
## 40618                             Houston, TX               4.0           0.00
## 40619                          Washington, DC              11.0           4.00
## 40620                          Washington, DC              11.0           4.00
## 40626                              Austin, TX               0.0           0.00
## 40630              London, EN, United Kingdom              11.0          11.00
## 40631                     Toronto, ON, Canada               0.0           0.00
## 40632                           Sunnyvale, CA               5.0           5.00
## 40635                         Los Angeles, CA              16.0          13.00
## 40636                             Seattle, WA               4.0           0.00
## 40647                       Mountain View, CA               0.0           0.00
## 40651                             Seattle, WA              22.0           9.00
## 40652                             Seattle, WA              15.0           3.00
## 40653                              Boston, MA               0.0           0.00
## 40654                             Seattle, WA               6.0           2.00
## 40655                           San Mateo, CA              14.0           2.00
## 40662                        Philadelphia, PA               4.0           1.00
## 40663                             Seattle, WA               1.0           1.00
## 40664                         Los Angeles, CA               3.0           3.00
## 40669                       Mountain View, CA               5.0           0.00
## 40672                        Santa Monica, CA              20.0           4.00
## 40678                         Santa Clara, CA               9.0           7.00
## 40681                           Palo Alto, CA               1.0           1.00
## 40682                       Mountain View, CA               2.0           2.00
## 40683                       Mountain View, CA               8.0           0.00
## 40686                    Bangalore, KA, India               5.0           1.00
## 40687                       San Francisco, CA               4.0           2.00
## 40688                        Noida, UP, India               6.0           1.00
## 40689                     Berlin, BE, Germany              10.0           1.00
## 40692                             Raleigh, NC               3.0           3.00
## 40693                          Menlo Park, CA               3.0           0.00
## 40695                    Hyderabad, TS, India               1.0           1.00
## 40700                            New York, NY              10.0           5.00
## 40702                       San Francisco, CA               6.0           0.00
## 40703             Staines, EN, United Kingdom               9.0           6.00
## 40705                             Atlanta, GA               6.0           3.00
## 40706                             Wichita, KS               9.0           9.00
## 40713                    Hyderabad, AP, India               8.0           1.00
## 40715                             Seattle, WA               2.0           0.00
## 40716                          Pleasanton, CA               2.0           0.00
## 40719                     Berlin, BE, Germany               6.0           4.00
## 40723                             Redmond, WA              11.0           9.00
## 40724                          Washington, DC               3.0           2.00
## 40725                            New York, NY              11.0           0.00
## 40726                              Austin, TX               6.0           6.00
## 40730                             Seattle, WA               4.0           3.00
## 40731                     Toronto, ON, Canada               4.0           2.00
## 40732                         Los Angeles, CA               8.0           5.00
## 40736                              Austin, TX               2.0           2.00
## 40738                          Des Moines, IA               7.0           5.00
## 40740                           Charlotte, NC               6.0           0.00
## 40742                       San Francisco, CA              10.0           2.00
## 40746                               Boise, ID              12.0          12.00
## 40749                             Seattle, WA               8.0           2.00
## 40757                              Austin, TX               3.0           3.00
## 40760                       San Francisco, CA               3.0           3.00
## 40762                            Bellevue, WA               9.0           5.00
## 40764                       San Francisco, CA              19.0           2.00
## 40766                       San Francisco, CA               9.0           1.00
## 40767                            San Jose, CA               2.0           2.00
## 40768                    Bangalore, KA, India               8.0           1.00
## 40770                             Houston, TX              15.0          14.00
## 40771                       Mumbai, MH, India               9.0           3.00
## 40779                            New York, NY              13.0          10.00
## 40780                            San Jose, CA               2.0           2.00
## 40784                           Sunnyvale, CA               6.0           0.00
## 40787                             Seattle, WA              21.0           4.00
## 40788                              Austin, TX               8.0           4.00
## 40789              Amsterdam, NH, Netherlands               3.0           2.00
## 40790                             Seattle, WA               3.0           3.00
## 40791                            New York, NY               9.0           9.00
## 40792                              Irvine, CA               3.0           0.00
## 40793                             Seattle, WA              14.0           3.00
## 40795                             Seattle, WA               6.0           4.00
## 40797                        Redwood City, CA               0.0           0.00
## 40798                            New York, NY               2.0           1.00
## 40799                             Houston, TX               8.0           3.00
## 40803                     Toronto, ON, Canada               6.0           2.00
## 40811                           Cupertino, CA              17.0           3.00
## 40815                         Santa Clara, CA              15.0           1.00
## 40820                            New York, NY               6.0           0.00
## 40825              London, EN, United Kingdom              15.0           3.00
## 40826              London, EN, United Kingdom              12.0           6.00
## 40827                       San Francisco, CA              13.0           3.00
## 40829                           Hillsboro, OR               0.0           0.00
## 40832                              Dallas, TX               0.0           0.00
## 40833                    Bangalore, KA, India               3.0           3.00
## 40834                             Seattle, WA              14.0          10.00
## 40837                      Moscow, MC, Russia              10.0           4.00
## 40840                       San Francisco, CA              15.0           0.00
## 40841                            New York, NY               4.0           4.00
## 40842                    Hyderabad, TS, India               6.0           1.00
## 40845                              Austin, TX               2.0           1.00
## 40846              London, EN, United Kingdom              12.0           7.00
## 40847                            New York, NY               1.0           1.00
## 40848                              Olathe, KS               4.0           4.00
## 40849                             Seattle, WA               5.0           1.00
## 40853                            New York, NY               6.0           5.00
## 40855                             Seattle, WA               5.0           1.00
## 40856                              Austin, TX               0.0           0.00
## 40860                           St. Louis, MO              23.0           0.00
## 40861                             Seattle, WA               6.0           0.00
## 40864                     Dublin, DN, Ireland               9.0           2.00
## 40865                           Sunnyvale, CA               2.0           2.00
## 40866                            New York, NY               5.0           3.00
## 40870                          Lima, LI, Peru               8.0           3.00
## 40871                   Sydney, NS, Australia              12.0           2.00
## 40874                             Seattle, WA               4.0           3.00
## 40875                           Arlington, VA               3.0           0.00
## 40877                             Atlanta, GA               3.0           3.00
## 40878                             Redmond, WA               0.0           0.00
## 40880                              Austin, TX              15.0          10.00
## 40881                            New York, NY               0.0           0.00
## 40887                    Bangalore, KA, India               4.0           3.00
## 40889                            San Jose, CA               7.0           7.00
## 40890                             Seattle, WA              11.0          10.00
## 40891                       Mountain View, CA               4.0           4.00
## 40892                     Toronto, ON, Canada               1.0           1.00
## 40893                           San Ramon, CA              10.0           6.00
## 40894                          Menlo Park, CA               9.0           2.00
## 40895                             Seattle, WA               3.0           3.00
## 40897                    Bengaluru, KA, India               4.0           2.00
## 40900                           Palo Alto, CA              14.0           8.00
## 40901              London, EN, United Kingdom               7.0           2.00
## 40904                     Munich, BY, Germany               0.0           0.00
## 40905              London, EN, United Kingdom              15.0           2.00
## 40907                           Cupertino, CA               6.0           0.00
## 40909                              Boston, MA               7.0           7.00
## 40910                              Boston, MA               0.0           0.00
## 40911                            New York, NY               2.0           0.00
## 40912                              Boston, MA               1.0           1.00
## 40916                         Santa Clara, CA               2.0           0.00
## 40918                       Mountain View, CA               2.0           0.00
## 40919                       San Francisco, CA               5.0           1.00
## 40921                            New York, NY              12.0           3.00
## 40923                             Bristol, CT               2.0           2.00
## 40924                             Seattle, WA              20.0           6.00
## 40927                            San Jose, CA               1.0           1.00
## 40937                            Bellevue, WA               0.0           0.00
## 40941                         Minneapolis, MN               2.0           0.00
## 40943                       Mountain View, CA               5.0           3.00
## 40945                          Washington, DC               8.0           0.00
## 40946                       Santa Barbara, CA              12.0           0.00
## 40949                           Hillsboro, OR              20.0          10.00
## 40950                             Herndon, VA               0.0           0.00
## 40952                           Sunnyvale, CA              15.0           1.00
## 40953                         Jersey City, NJ               4.0           2.00
## 40959                           St. Louis, MO               3.0           2.00
## 40961                        Redwood City, CA               0.0           0.00
## 40964                         Los Angeles, CA               3.0           3.00
## 40965                              Vienna, VA               6.0           4.00
## 40966                          Fall River, MA              17.0           3.00
## 40971                        Redwood City, CA               2.0           2.00
## 40973                            New York, NY               2.0           2.00
## 40974                       Mountain View, CA               0.0           0.00
## 40976                             Chicago, IL               4.0           2.00
## 40977                              Boston, MA              19.0           0.00
## 40979                            Kirkland, WA               6.0           5.00
## 40981                             Phoenix, AZ               5.0           5.00
## 40982                    Bangalore, KA, India              28.0           2.00
## 40985                 Zurich, ZH, Switzerland               6.0           6.00
## 40987              Amsterdam, NH, Netherlands               8.0           1.00
## 40988                             Redmond, WA              15.0           4.00
## 40990                         Santa Clara, CA              18.0          15.00
## 40995                            New York, NY               3.0           1.00
## 40997                             Herndon, VA              28.0           5.00
## 40998                          Washington, DC               3.0           2.00
## 40999              London, EN, United Kingdom               5.0           0.00
## 41000                            Chandler, AZ               6.0           4.00
## 41002                       Mountain View, CA               4.0           2.00
## 41003                       San Francisco, CA               7.0           0.00
## 41005                            New York, NY              10.0           8.00
## 41006                        Philadelphia, PA               3.0           0.00
## 41009                       San Francisco, CA               8.0           8.00
## 41011                           Los Gatos, CA              18.0          12.00
## 41012                       Mountain View, CA              18.0           4.00
## 41013                       San Francisco, CA              15.0           4.00
## 41021                    Bangalore, KA, India              11.0          11.00
## 41024                             Raleigh, NC              26.0          15.00
## 41026                              Boston, MA              11.0           2.00
## 41027                            New York, NY               2.0           0.00
## 41031                       San Francisco, CA               6.0           3.00
## 41034                           Palo Alto, CA               6.0           0.00
## 41035                             Orlando, FL              15.0          15.00
## 41036                   Kitchener, ON, Canada               1.0           1.00
## 41037              London, EN, United Kingdom               3.0           1.00
## 41039                         Santa Clara, CA              10.0           2.00
## 41046                               Tempe, AZ               3.0           1.00
## 41047              London, EN, United Kingdom               7.0           3.00
## 41048                          Scottsdale, AZ               3.0           3.00
## 41049                            Chandler, AZ               3.0           0.00
## 41050                            New York, NY               6.0           1.00
## 41052                            San Jose, CA              15.0           2.00
## 41054                         Santa Clara, CA               2.0           2.00
## 41056                            San Jose, CA               5.0           3.00
## 41064            Ciudad de Mexico, MX, Mexico              10.0           2.00
## 41065                           Charlotte, NC               6.0           1.00
## 41068                       San Francisco, CA               5.0           1.00
## 41069                            New York, NY              22.0           9.00
## 41078                       San Francisco, CA               5.0           3.00
## 41080                            New York, NY               3.0           1.00
## 41082                      Gurgaon, HR, India               2.0           2.00
## 41084                             Redmond, WA              13.0           0.00
## 41085                             Seattle, WA              10.0           4.00
## 41086                         Santa Clara, CA               3.0           1.00
## 41088                       San Francisco, CA               2.0           0.00
## 41089                            San Jose, CA              11.0           0.00
## 41090                   Vancouver, BC, Canada               3.0           3.00
## 41091                              Durham, NC               0.0           0.00
## 41094                       San Francisco, CA               1.0           1.00
## 41099                             Burbank, CA               2.0           2.00
## 41101                              Irvine, CA              10.0           5.00
## 41106                             Seattle, WA               5.0           0.00
## 41107                         Santa Clara, CA              13.0           3.00
## 41109                         Foster City, CA              15.0           5.00
## 41111                             Atlanta, GA               9.0           3.00
## 41113                            New York, NY              10.0           2.00
## 41117                           Sunnyvale, CA              12.0           0.00
## 41122                            New York, NY               5.0           0.00
## 41124              Luxembourg, LU, Luxembourg              13.0           2.00
## 41126                            New York, NY               7.0           0.00
## 41128                       Mountain View, CA               3.0           0.00
## 41130                 Zurich, ZH, Switzerland              14.0           1.00
## 41131                    Bogota, DC, Colombia               8.0           2.00
## 41136                            Portland, OR               2.0           2.00
## 41137                             Seattle, WA               4.0           4.00
## 41140                           Hillsboro, OR               4.0           4.00
## 41142                             Redmond, WA               4.0           0.00
## 41143                            San Jose, CA               9.0           1.00
## 41147                           San Mateo, CA               3.0           3.00
## 41149              Rotterdam, ZH, Netherlands              10.0           0.00
## 41150                     Dublin, DN, Ireland               1.0           1.00
## 41152                             Seattle, WA               5.0           2.00
## 41154                           Sunnyvale, CA               3.0           3.00
## 41157                              Folsom, CA               6.0           6.00
## 41159                            New York, NY              25.0           0.00
## 41160                         Los Angeles, CA               2.0           0.00
## 41165                           Hillsboro, OR               2.0           4.00
## 41167                            New York, NY               8.0           5.00
## 41169                             Chicago, IL               8.0           5.00
## 41171                       San Francisco, CA               9.0           3.00
## 41175                            New York, NY              27.0          12.00
## 41176                       Mountain View, CA               4.0           1.00
## 41179                   Vancouver, BC, Canada              20.0           6.00
## 41181                          Menlo Park, CA               2.0           2.00
## 41182                             Seattle, WA               7.0           3.00
## 41185                        Redwood City, CA               9.0           3.00
## 41189                            Bellevue, WA               8.0           0.00
## 41191                             Herndon, VA               8.0           4.00
## 41195                Singapore, SG, Singapore               4.0           2.00
## 41196                    Bengaluru, KA, India               4.0           0.00
## 41198                           Sunnyvale, CA               5.0           1.00
## 41199                              Boston, MA              13.0           8.00
## 41201                             Atlanta, GA               7.0           7.00
## 41202                            Bellevue, WA              10.0           1.00
## 41207                             Seattle, WA               2.0           1.00
## 41209                          Washington, DC              10.0           0.00
## 41210                            New York, NY               8.0           0.00
## 41213                             Redmond, WA               9.0           0.00
## 41216                   Walldorf, BW, Germany               9.0           9.00
## 41222                              Austin, TX               5.0           4.00
## 41223                            Sterling, VA               1.0           1.00
## 41226                             Atlanta, GA               7.0           0.00
## 41227                           Palo Alto, CA               5.0           5.00
## 41228              London, EN, United Kingdom              15.0           4.00
## 41229                      Virginia Beach, VA               7.0           0.00
## 41231                   Sao Paulo, SP, Brazil              10.0           2.00
## 41232                            San Jose, CA              10.0          10.00
## 41237                             Seattle, WA               4.0           0.00
## 41239                             Seattle, WA              19.0           1.00
## 41240                       Mountain View, CA               3.0           1.00
## 41245                             Fremont, CA              10.0           2.00
## 41247                              Austin, TX              13.0           2.00
## 41249                               Boise, ID              16.0           2.00
## 41250                              Austin, TX              22.0           0.00
## 41251                             Memphis, TN               3.0           0.00
## 41252                              Irvine, CA               6.0           0.00
## 41254                             Atlanta, GA               8.0           0.00
## 41255                       San Francisco, CA               5.0           1.00
## 41257                       San Francisco, CA              12.0           4.00
## 41265                           San Diego, CA               5.0           5.00
## 41266                        Redwood City, CA               4.0           1.00
## 41267          Hong Kong, HK, Hong Kong (SAR)               3.0           3.00
## 41270                    Bangalore, KA, India               6.0           0.00
## 41272                             Seattle, WA               4.0           2.00
## 41277                           Arlington, VA               3.0           3.00
## 41278                              Austin, TX              14.0          13.00
## 41280                       San Francisco, CA              15.0           2.00
## 41284                       San Francisco, CA               5.0           1.00
## 41286                         San Antonio, TX               2.0           1.00
## 41287                            New York, NY               0.0           0.00
## 41290                       Mountain View, CA               8.0           0.00
## 41291                              Boston, MA               9.0           9.00
## 41297                       San Francisco, CA               2.0           1.00
## 41301                              Boston, MA               3.0           3.00
## 41302                             Redmond, WA               7.0           7.00
## 41304                   Kitchener, ON, Canada              10.0           4.00
## 41306                    Hyderabad, TS, India               0.0           0.00
## 41311                            New York, NY              11.0           2.00
## 41313                             Seattle, WA               8.0           2.00
## 41316                          Menlo Park, CA               3.0           2.00
## 41318                             Seattle, WA               8.0           1.00
## 41321                              Boston, MA               8.0           2.00
## 41323                       San Francisco, CA               4.0           2.00
## 41324                              Reston, VA              25.0           1.00
## 41325                             Seattle, WA              10.0           0.00
## 41328                   Vancouver, BC, Canada               5.0           1.00
## 41329                            New York, NY               7.0           0.00
## 41333                             Seattle, WA               5.0           0.00
## 41338                        Kochi, KL, India               4.0           4.00
## 41340                            New York, NY              10.0           3.00
## 41341                             Seattle, WA              14.0           1.00
## 41350                    Bengaluru, KA, India              15.0           2.00
## 41351                         Foster City, CA              10.0           5.00
## 41352                    Bengaluru, KA, India               2.0           2.00
## 41354                            Bellevue, WA              15.0           8.00
## 41355                              Reston, VA              11.0           3.00
## 41359                        Redwood City, CA               2.0           2.00
## 41366                         Pune, MH, India              15.0           2.00
## 41369                    Bengaluru, KA, India              21.0           9.00
## 41372                            New York, NY               7.0           2.00
## 41374                      Moscow, MC, Russia               3.0           2.00
## 41378                            New York, NY               3.0           2.00
## 41380                         Santa Clara, CA               5.0           0.00
## 41382                             Seattle, WA              22.0           2.00
## 41385                          Menlo Park, CA              15.0           0.00
## 41386                            Portland, OR              28.0          23.00
## 41387                       San Francisco, CA              20.0           9.00
## 41388                       Mountain View, CA              10.0           1.00
## 41391                            San Jose, CA               0.0           0.00
## 41393                              Austin, TX              15.0           6.00
## 41394                              Boston, MA               9.0           0.00
## 41395                     Dublin, DN, Ireland              15.0           3.00
## 41396                        Indianapolis, IN               4.0           4.00
## 41397                              Austin, TX               4.0           4.00
## 41399                San Jose, SJ, Costa Rica               2.0           1.00
## 41400                         Sabinsville, PA               2.0           1.00
## 41401                         Bridgewater, NJ               0.0           0.00
## 41406                       Mountain View, CA               3.0           0.00
## 41407                            New York, NY               5.0           4.00
## 41408                            Brooklyn, NY               6.0           2.00
## 41410                             Madison, WI               5.0           3.00
## 41413                             Milford, MI               5.0           0.00
## 41414                              Austin, TX               8.0           4.00
## 41416                              Dallas, TX              23.0          23.00
## 41423                             Seattle, WA              16.0           6.00
## 41426                             Chicago, IL               3.0           0.00
## 41431                         Santa Clara, CA               3.0           3.00
## 41434                       Mountain View, CA               2.0           0.00
## 41438                    Hyderabad, AP, India               5.0           1.00
## 41442                    Hyderabad, TS, India               2.0           2.00
## 41446                       San Francisco, CA               3.0           1.00
## 41452                             Chicago, IL               2.0           2.00
## 41454                             Chicago, IL              25.0          15.00
## 41455                       San Francisco, CA              10.0           1.00
## 41456                          Menlo Park, CA               2.0           2.00
## 41457              London, EN, United Kingdom               5.0           5.00
## 41460                             Seattle, WA               4.0           0.00
## 41462                             Raleigh, NC              11.0           8.00
## 41465                             Seattle, WA              16.0           3.00
## 41467                             Redmond, WA              25.0          14.00
## 41469                           Princeton, NJ               6.0           3.00
## 41471                             Seattle, WA               0.0           0.00
## 41476                           San Diego, CA              21.0          16.00
## 41477                       San Francisco, CA              15.0           2.00
## 41480                    Bangalore, KA, India               2.0           2.00
## 41481                    Bangalore, KA, India               4.0           1.00
## 41482                       Yavne, JM, Israel               3.0           3.00
## 41485                            New York, NY               5.0           5.00
## 41486                     Toronto, ON, Canada               2.0           1.00
## 41488                             Seattle, WA               4.0           4.00
## 41490                            New York, NY              18.0           3.00
## 41491                             Seattle, WA               8.0           2.00
## 41492                            San Jose, CA               5.0           2.00
## 41493                             Madison, WI               8.0           8.00
## 41494                              Austin, TX              10.0           2.00
## 41499                         Minneapolis, MN              20.0           1.00
## 41502                        Redwood City, CA               4.0           4.00
## 41505                       Haifa, HA, Israel               7.0           7.00
## 41506                           Palo Alto, CA               2.0           0.00
## 41507                           Cupertino, CA               0.0           0.00
## 41509                     Dublin, DN, Ireland               3.0           1.00
## 41510                   Sao Paulo, SP, Brazil              20.0           3.00
## 41512                           Palo Alto, CA               2.0           0.00
## 41516                             Seattle, WA               8.0           1.00
## 41517                             Chicago, IL               7.0           5.00
## 41521                            San Jose, CA               2.0           0.00
## 41522                           Charlotte, NC               2.0           2.00
## 41523                            Milpitas, CA               5.0           2.00
## 41526                             Seattle, WA               1.0           0.00
## 41527                           Sunnyvale, CA               4.0           3.00
## 41528                           Sunnyvale, CA              10.0           4.00
## 41531                   Vancouver, BC, Canada              16.0           0.00
## 41534                            San Jose, CA               6.0           0.00
## 41537                          Framingham, MA               1.0           1.00
## 41540                       San Francisco, CA               7.0           3.00
## 41543                             Phoenix, AZ               0.0           0.00
## 41547                         Santa Clara, CA               6.0           4.00
## 41549                            Portland, OR               3.0           2.00
## 41550                       Kiev, KC, Ukraine               8.0           6.00
## 41553                    Hyderabad, TS, India               3.0           3.00
## 41557                           Cupertino, CA               5.0           3.00
## 41561                            New York, NY               3.0           0.00
## 41562                       San Francisco, CA               0.0           0.00
## 41564                             Chicago, IL               3.0           3.00
## 41566                             Herndon, VA              20.0           1.00
## 41572                             Chicago, IL               2.0           2.00
## 41575                        Owings Mills, MD              12.0           2.00
## 41576                             Redmond, WA               5.0           5.00
## 41577                            Bellevue, WA               2.0           2.00
## 41583                         New Orleans, LA              12.0           7.00
## 41585                             Redmond, WA              10.0           3.00
## 41586                            New York, NY               3.0           3.00
## 41587                           Arlington, VA               5.0           1.00
## 41589                           Ann Arbor, MI               2.0           1.00
## 41595                       Mountain View, CA              18.0           5.00
## 41596                            New York, NY               4.0           1.00
## 41597                            New York, NY               0.0           0.00
## 41598                          Menlo Park, CA               6.0           0.00
## 41600                             Redmond, WA               5.0           0.00
## 41602                              Austin, TX               3.0           0.00
## 41603                            New York, NY               8.0           2.00
## 41605                             Seattle, WA               2.0           0.00
## 41606                          Charleston, SC              11.0           2.00
## 41609                             Seattle, WA               7.0           0.00
## 41610                         Los Angeles, CA              12.0           1.00
## 41611                        Osaka, OS, Japan               9.0           5.00
## 41613                          Wilmington, DE               5.0           5.00
## 41618                       Mountain View, CA               3.0           0.00
## 41619                             Seattle, WA               7.0           0.00
## 41622                           Cupertino, CA               7.0           0.00
## 41624                            New York, NY              10.0          10.00
## 41626                       Mountain View, CA               6.0           0.00
## 41627                            San Jose, CA              16.0           4.00
## 41628                              Austin, TX              15.0           1.00
## 41630                            Bellevue, WA               0.0           0.00
## 41631                            Carlsbad, CA               3.0           1.00
## 41633                            New York, NY               3.0           0.00
## 41634                    Bangalore, KA, India              11.0           2.00
## 41636                           Los Gatos, CA              21.0           9.00
## 41638                Singapore, SG, Singapore              10.0           4.00
## 41640                          Menlo Park, CA               1.0           1.00
## 41642                       San Francisco, CA               6.0           1.00
## 41643                       San Francisco, CA               2.0           0.00
## 41644                             Alameda, CA              21.0           1.00
## 41646                         Morrisville, NC               2.0           2.00
## 41647                    Hyderabad, TS, India               3.0           1.00
## 41651                             Redmond, WA               0.0           0.00
## 41653                              Boston, MA               3.0           3.00
## 41654                  Frankfurt, HE, Germany              15.0           7.00
## 41655              Amsterdam, NH, Netherlands               2.0           2.00
## 41656                           San Diego, CA              16.0           4.00
## 41659                             Seattle, WA               1.0           1.00
## 41661                             Houston, TX               1.0           1.00
## 41662                             Seattle, WA              30.0           2.00
## 41663                     Munich, BY, Germany               1.0           0.00
## 41664                     Dublin, DN, Ireland               2.0           2.00
## 41667                            New York, NY               8.0           1.00
## 41668                           Arlington, VA              26.0           4.00
## 41669                    Hyderabad, AP, India               4.0           0.00
## 41674                         Los Angeles, CA               2.0           0.00
## 41675                    Barcelona, CT, Spain              10.0           2.00
## 41681                     Toronto, ON, Canada              13.0           0.00
## 41683                            New York, NY              12.0           8.00
## 41684                       San Francisco, CA              17.0           0.00
## 41685                           Cupertino, CA               2.0           2.00
## 41687                         Los Angeles, CA              10.0           5.00
## 41689                       San Francisco, CA               5.0           2.00
## 41691                             Chicago, IL               5.0           1.00
## 41692                           San Diego, CA               4.0           1.00
## 41693                           San Diego, CA              18.0           3.00
## 41694                            Skillman, NJ               2.0           2.00
## 41698                            Portland, OR               3.0           3.00
## 41699                       San Francisco, CA               7.0           3.00
## 41700                           Baltimore, MD              25.0           3.00
## 41701                        Redwood City, CA              13.0           4.00
## 41703                     Galway, GY, Ireland               0.0           0.00
## 41705                             Redmond, WA               3.0           1.00
## 41707                       San Francisco, CA               0.0           0.00
## 41712                          Pittsburgh, PA              15.0           4.00
## 41715                         Jersey City, NJ              20.0           5.00
## 41718                       Brooklyn Park, MN               4.0           3.00
## 41720                             Seattle, WA               6.0           3.00
## 41723                        Santa Monica, CA               6.0           2.00
## 41724                            New York, NY               2.0           2.00
## 41726                          Pleasanton, CA              18.0           1.00
## 41728                          Washington, DC               1.0           1.00
## 41730                       San Francisco, CA               8.0           1.00
## 41732                   Vancouver, BC, Canada              20.0           4.00
## 41736                              Austin, TX               9.0           1.00
## 41737                              Irvine, CA               8.0           6.00
## 41740                       San Francisco, CA               0.0           0.00
## 41743                       Mountain View, CA              10.0           8.00
## 41745                             Seattle, WA              11.0           6.00
## 41748                             Seattle, WA               7.0           1.00
## 41750                             Seattle, WA               8.0           3.00
## 41752                        Tokyo, TY, Japan               4.0           4.00
## 41758                             Bristol, CT              12.0           5.00
## 41759                    Bangalore, KA, India               5.0           3.00
## 41760                            New York, NY               0.0           0.00
## 41762                              Boston, MA               1.0           1.00
## 41765                             Chicago, IL               5.0           1.00
## 41768                           San Diego, CA               5.0           3.00
## 41769              London, EN, United Kingdom               0.0           0.00
## 41770                             Chicago, IL               2.0           0.00
## 41774                               Eagan, MN              20.0           1.00
## 41776                       Paris, IL, France               5.0           4.00
## 41777                             Redmond, WA               0.0           0.00
## 41778                             Raleigh, NC               1.0           1.00
## 41779                       San Francisco, CA               4.0           0.00
## 41780                            San Jose, CA              12.0           5.00
## 41781                        Indianapolis, IN               2.0           0.00
## 41782                              Austin, TX              15.0           6.00
## 41783                             Seattle, WA               3.0           0.00
## 41785                             Seattle, WA               9.0           2.00
## 41788                          Sacramento, CA               6.0           6.00
## 41791                            New York, NY               1.0           1.00
## 41792                            Bellevue, WA              32.0           4.00
## 41794                            San Jose, CA               0.0           0.00
## 41795                            Richmond, VA               2.0           2.00
## 41798                    Colorado Springs, CO               5.0           5.00
## 41800                         Santa Clara, CA               3.0           2.00
## 41801                      New York Mills, MN               4.0           0.00
## 41802                       San Francisco, CA               3.0           2.00
## 41803                       San Francisco, CA              20.0          14.00
## 41804                            San Jose, CA               4.0           4.00
## 41805                          Menlo Park, CA               4.0           4.00
## 41806                            San Jose, CA               2.0           0.00
## 41807                       San Francisco, CA               4.0           1.00
## 41808                             Redmond, WA               8.0           2.00
## 41815                       San Francisco, CA               6.0           6.00
## 41818                       San Francisco, CA              16.0           2.00
## 41822                       San Francisco, CA              25.0           4.00
## 41823                            New York, NY               6.0           6.00
## 41824                              Austin, TX              20.0           1.00
## 41832                       San Francisco, CA               4.0           0.00
## 41833                            San Jose, CA               4.0           2.00
## 41838                            Redlands, CA               0.0           0.00
## 41839                       San Francisco, CA               4.0           1.00
## 41840                           San Diego, CA              20.0           7.00
## 41841                       Mountain View, CA               2.0           1.00
## 41842                            Bellevue, WA              15.0           0.00
## 41843                             Seattle, WA              11.0           2.00
## 41845                              Austin, TX              12.0           3.00
## 41846                             Seattle, WA              15.0           3.00
## 41847                             Hoboken, NJ               3.0           1.00
## 41849                             Seattle, WA               2.0           2.00
## 41851                         Santa Clara, CA              18.0           1.00
## 41852                           Sunnyvale, CA              18.0           3.00
## 41857                             Seattle, WA               3.0           2.00
## 41858                             Seattle, WA               2.0           0.00
## 41860                          Washington, DC              10.0           2.00
## 41863                     Chicago Heights, IL               2.0           2.00
## 41865                            Richmond, VA               5.0           3.00
## 41872                              Austin, TX              20.0           5.00
## 41879                              Dallas, TX               0.0           0.00
## 41880                       San Francisco, CA               7.0           0.00
## 41881                             Chicago, IL               5.0           0.00
## 41886                            New York, NY               0.0           0.00
## 41887                            New York, NY              26.0           2.00
## 41888                             Hoboken, NJ              10.0           3.00
## 41890                       San Francisco, CA               2.0           0.00
## 41892                             Redmond, WA               6.0           6.00
## 41893                            San Jose, CA              14.0           6.00
## 41895                          Northbrook, IL               0.0           0.00
## 41899                             Redmond, WA               7.0           3.00
## 41901                       Mountain View, CA              17.0           1.00
## 41902                           Cupertino, CA               7.0           2.00
## 41906                           Sunnyvale, CA              10.0          10.00
## 41908                          Broomfield, CO              10.0           1.00
## 41909                              Austin, TX              21.0          10.00
## 41911                             Chicago, IL               6.0           2.00
## 41912                            New York, NY               2.0           2.00
## 41913                          Menlo Park, CA              10.0           5.00
## 41917                              Irvine, CA               4.0           0.00
## 41918                             Seattle, WA               0.0           0.00
## 41919                            San Jose, CA              11.0           5.00
## 41923                             Seattle, WA               5.0           2.00
## 41924                           Palo Alto, CA               6.0           0.00
## 41927                       San Francisco, CA              15.0           4.00
## 41928                              Dallas, TX               5.0           0.00
## 41929                              Dallas, TX               6.0           1.00
## 41930                          Washington, DC               3.0           1.00
## 41931              London, EN, United Kingdom               7.0           0.00
## 41932                          Washington, DC               6.0           0.00
## 41933                              Austin, TX              14.0           0.00
## 41936                              Newark, NJ               5.0           0.00
## 41938                              Warren, MI               2.0           2.00
## 41941                          Louisville, CO               7.0           1.00
## 41948                        Santa Monica, CA               6.0           6.00
## 41950                       San Francisco, CA               3.0           3.00
## 41953                              Boston, MA              10.0          10.00
## 41955                            New York, NY               4.0           2.00
## 41965                            New York, NY              15.0           0.00
## 41967                          Washington, DC               0.0           0.00
## 41969                            Bellevue, WA              12.0           5.00
## 41979                              Austin, TX              17.0           6.00
## 41990                    Bengaluru, KA, India               5.0           3.00
## 41993                    Bengaluru, KA, India               2.0           2.00
## 41994                             Seattle, WA               3.0           0.00
## 42000                         Los Angeles, CA               5.0           3.00
## 42002                             Norwalk, CT               2.0           2.00
## 42003                   Vancouver, BC, Canada              14.0           0.00
## 42012                           Cupertino, CA               8.0           0.00
## 42013                     Dublin, DN, Ireland               2.0           2.00
## 42016                            New York, NY               6.0           3.00
## 42024                     King of Prussia, PA               3.0           3.00
## 42025                            Kirkland, WA              18.0           2.00
## 42027                        Redwood City, CA              24.0          16.00
## 42028                             Seattle, WA              15.0          15.00
## 42032                       San Francisco, CA               5.0           3.00
## 42034                    Bangalore, KA, India               2.0           1.00
## 42035                   Vancouver, BC, Canada              20.0           4.00
## 42036                           Cupertino, CA              12.0           7.00
## 42038                       Mountain View, CA              12.0           3.00
## 42039                             Redmond, WA               7.0           7.00
## 42042                            Longmont, CO               3.0           2.00
## 42046                         Centreville, VA              15.0           8.00
## 42047                         Los Angeles, CA               5.0           1.00
## 42048                          Menlo Park, CA               4.0           2.00
## 42050                    Bangalore, KA, India              15.0           3.00
## 42052               Florianopolis, SC, Brazil               8.0           5.00
## 42054                           Palo Alto, CA               2.0           2.00
## 42055                   Stockholm, ST, Sweden               8.0           1.00
## 42056                    Bangalore, KA, India               9.0           5.00
## 42058                    Bengaluru, KA, India              12.0           3.00
## 42059                Bratislava, BL, Slovakia              14.0           2.00
## 42060                             Seattle, WA              12.0           0.00
## 42061                     Berlin, BE, Germany              15.0           2.00
## 42068                    Colorado Springs, CO              15.0          15.00
## 42070                              Tucson, AZ               0.0           0.00
## 42071                           Cambridge, MA              10.0           1.00
## 42072                            New York, NY               3.0           0.00
## 42074                   Stockholm, ST, Sweden              10.0           0.00
## 42076                          Manchester, NH               6.0           6.00
## 42077                            New York, NY               2.0           2.00
## 42079                               Miami, FL              24.0          24.00
## 42083                              Irving, TX               3.0           3.00
## 42085                      Salt Lake City, UT               5.0           0.00
## 42089                     Berlin, BE, Germany               2.0           1.00
## 42095              London, EN, United Kingdom               4.0           0.00
## 42097                        Philadelphia, PA               6.0           1.00
## 42099                            Richmond, VA              10.0          10.00
## 42101                            New York, NY              10.0           3.00
## 42102                           Sunnyvale, CA               0.0           0.00
## 42104                             Seattle, WA               2.0           1.00
## 42105                           St. Louis, MO               0.0           0.00
## 42108                             Seattle, WA              20.0           5.00
## 42110                    Montreal, QC, Canada              20.0           2.00
## 42114                            New York, NY               4.0           2.00
## 42115                             Chicago, IL               8.0           3.00
## 42116                             Raleigh, NC              15.0           4.00
## 42122                            San Jose, CA               8.0           1.00
## 42124                         Santa Clara, CA              20.0           5.00
## 42126                          Menlo Park, CA               2.0           2.00
## 42129                         Santa Clara, CA               4.0           0.00
## 42130                              Irvine, CA               0.0           0.00
## 42132                              Denver, CO               2.0           1.00
## 42134                           Palo Alto, CA               8.0           3.00
## 42137                            Columbus, OH               2.0           1.00
## 42138                               Miami, FL               4.0           1.00
## 42139                            San Jose, CA               4.0           2.00
## 42142                              Irvine, CA               3.0           1.00
## 42144                 Seoul, KG, Korea, South              18.0           0.00
## 42145                 Zurich, ZH, Switzerland               9.0           9.00
## 42147                 Zurich, ZH, Switzerland               4.0           4.00
## 42149                   Herzliyya, TA, Israel               8.0           8.00
## 42150              London, EN, United Kingdom               4.0           3.00
## 42151                      Warsaw, MZ, Poland               6.0           1.00
## 42152                          Reedsville, PA               2.0           2.00
## 42156                             Herndon, VA              12.0           1.00
## 42159                            New York, NY              15.0           2.00
## 42160                              Austin, TX               7.0           4.00
## 42162                        Philadelphia, PA              20.0          10.00
## 42166                       San Francisco, CA               5.0           2.00
## 42167                             Seattle, WA               3.0           3.00
## 42168         Bournemouth, EN, United Kingdom               0.0           0.00
## 42169                           Sunnyvale, CA               3.0           1.00
## 42170                          Cincinnati, OH              10.0           2.00
## 42171                                Kent, WA               7.0           3.00
## 42174                              Dallas, TX              25.0          12.00
## 42176                            Whippany, NJ              13.0           5.00
## 42177                             Bolivia, NC               5.0           1.00
## 42180                             Seattle, WA              11.0           1.00
## 42181                          Washington, DC               2.0           1.00
## 42187                              Irvine, CA              14.0           5.00
## 42192                              Denver, CO               5.0           0.00
## 42195                            New York, NY              25.0           5.00
## 42196                             Seattle, WA               6.0           6.00
## 42197                    Tallinn, HA, Estonia               4.0           0.00
## 42198                             Seattle, WA              12.0           7.00
## 42199                       San Francisco, CA               1.0           0.00
## 42200                            San Jose, CA              11.0           4.00
## 42201                             Seattle, WA               3.0           3.00
## 42202              London, EN, United Kingdom               7.0           0.00
## 42205                            Portland, OR               4.0           2.00
## 42206                            New York, NY               1.0           1.00
## 42207                             Fremont, CA               2.0           1.00
## 42208                           Sunnyvale, CA               9.0           5.00
## 42210                              Boston, MA               5.0           5.00
## 42213                          Richardson, TX               1.0           0.00
## 42222                          Washington, DC              30.0           7.00
## 42223                           Sunnyvale, CA              10.0           5.00
## 42225                         Los Angeles, CA               7.0           3.00
## 42228                            Portland, OR               6.0           4.00
## 42229                           Cupertino, CA               4.0           3.00
## 42231                         Pune, MH, India               9.0           9.00
## 42233                             Seattle, WA               2.0           0.00
## 42235                            New York, NY               1.0           1.00
## 42237                         Los Angeles, CA               4.0           0.00
## 42238                Melbourne, VI, Australia              14.0           3.00
## 42241                         Oregon City, OR               4.0           1.00
## 42242                     Berlin, BE, Germany               6.0           1.00
## 42244                    Bangalore, KA, India              18.0          13.00
## 42247                              Dallas, TX              15.0           1.00
## 42248                               Plano, TX               0.0           0.00
## 42252              Luxembourg, LU, Luxembourg              15.0           4.00
## 42254                            San Jose, CA               5.0           0.00
## 42255                             Seattle, WA               1.0           0.00
## 42256           Cambridge, EN, United Kingdom               8.0           1.00
## 42262                           Cupertino, CA               9.0           4.00
## 42263                             Redmond, WA              18.0           8.00
## 42264                       San Francisco, CA               1.0           1.00
## 42265                             Seattle, WA               4.0           2.00
## 42267                                Kent, WA               5.0           2.00
## 42268                          Pittsburgh, PA               2.0           2.00
## 42269                                Kent, WA               2.0           1.00
## 42273                             Seattle, WA              10.0           6.00
## 42275                             Seattle, WA               4.0           4.00
## 42278                   Vancouver, BC, Canada               0.0           0.00
## 42279                                Kent, WA               8.0           3.00
## 42280                             Seattle, WA               6.0           4.00
## 42283                              Nashua, NH               5.0           5.00
## 42284                                Kent, WA               9.0           4.00
## 42287                        Indianapolis, IN               4.0           4.00
## 42288                       San Francisco, CA               5.0           4.00
## 42290                            New York, NY               4.0           1.00
## 42292                             Seattle, WA               4.0           1.00
## 42293                      Salt Lake City, UT               2.0           0.00
## 42298                         Foster City, CA               3.0           2.00
## 42299                            New York, NY              15.0          15.00
## 42300                             Seattle, WA               3.0           3.00
## 42302                        Falls Church, VA               9.0           7.00
## 42304                          Des Moines, IA               3.0           3.00
## 42306                           Charlotte, NC               3.0           3.00
## 42312                       San Francisco, CA               1.0           1.00
## 42317                            Portland, OR               9.0           2.00
## 42319                             Seattle, WA              15.0           8.00
## 42321                            Glendale, CA               1.0           0.00
## 42323                             Phoenix, AZ              20.0           5.00
## 42325                     Toronto, ON, Canada               5.0           2.00
## 42326                            New York, NY               6.0           5.00
## 42328                             Seattle, WA               3.0           0.00
## 42329                        Redwood City, CA               5.0           3.00
## 42334                             Atlanta, GA               7.0           5.00
## 42335                            Bellevue, WA               4.0           4.00
## 42336                             Houston, TX              10.0           1.00
## 42338                       Mountain View, CA               3.0           0.00
## 42341                       San Francisco, CA               2.0           2.00
## 42343                            New York, NY               4.0           4.00
## 42345                             Seattle, WA              10.0           1.00
## 42348                            Portland, OR               5.0           0.00
## 42350                             Redmond, WA              12.0           8.00
## 42351                            Columbus, IN               3.0           3.00
## 42353                            San Jose, CA               9.0           5.00
## 42354                    Bangalore, KA, India              10.0           2.00
## 42355                               Plano, TX               0.0           0.00
## 42356                          Menlo Park, CA               0.0           0.00
## 42357                          Menlo Park, CA              15.0           3.00
## 42358                       San Francisco, CA               8.0           8.00
## 42360                             Detroit, MI               2.0           0.00
## 42361                              Boston, MA               4.0           2.00
## 42362                         Los Angeles, CA               8.0           1.00
## 42363                             Seattle, WA               0.0           0.00
## 42364                              Warren, MI               1.0           0.00
## 42370                             Seattle, WA               7.0           7.00
## 42372                           Sunnyvale, CA               4.0           4.00
## 42376              London, EN, United Kingdom               2.0           2.00
## 42377                     Dublin, DN, Ireland               9.0           0.00
## 42378                    Hyderabad, TS, India               2.0           1.00
## 42380              London, EN, United Kingdom               4.0           1.00
## 42383              London, EN, United Kingdom               2.0           2.00
## 42385                            New York, NY              15.0          15.00
## 42386                             Seattle, WA              15.0           5.00
## 42389                          Richardson, TX               1.0           0.00
## 42391                             Chicago, IL               5.0           3.00
## 42393                            New York, NY               8.0           6.00
## 42396                             Boulder, CO              12.0           2.00
## 42398                    Bangalore, KA, India               6.0           1.00
## 42401                    Bangalore, KA, India               5.0           2.00
## 42406                            New York, NY              10.0           1.00
## 42409                          Burnsville, MN              10.0          10.00
## 42410                             Seattle, WA              20.0           3.00
## 42412                             Redmond, WA              20.0          20.00
## 42414                           Sunnyvale, CA               8.0           8.00
## 42415                           Sunnyvale, CA              12.0           8.00
## 42416                    Tel Aviv, TA, Israel              14.0           0.00
## 42417                             Seattle, WA               5.0           0.00
## 42418                           Cupertino, CA               6.0           0.00
## 42419                             Seattle, WA               8.0           3.00
## 42420                           Palo Alto, CA               0.0           0.00
## 42421                               Omaha, NE               0.0           0.00
## 42424                         Los Angeles, CA              21.0           2.00
## 42427                         Santa Clara, CA               5.0           4.00
## 42430                           Sunnyvale, CA               2.0           2.00
## 42433                              Tucson, AZ               3.0           3.00
## 42434                            San Jose, CA               2.0           2.00
## 42443                             Seattle, WA               3.0           3.00
## 42444                       San Francisco, CA               7.0           3.00
## 42446                        Tokyo, TY, Japan               4.0           1.00
## 42449                              Reston, VA               2.0           2.00
## 42451                       Mountain View, CA              10.0           3.00
## 42453                            Bellevue, WA              14.0           3.00
## 42456                             Phoenix, AZ               4.0           1.00
## 42459                            New York, NY               7.0           2.00
## 42464                       San Francisco, CA               7.0           1.00
## 42465                       San Francisco, CA               2.0           2.00
## 42469                          Menlo Park, CA               5.0           5.00
## 42471                       San Francisco, CA              10.0           4.00
## 42473                             Redmond, WA              21.0           2.00
## 42474                             Redmond, WA              15.0           5.00
## 42476                            Portland, OR              16.0           6.00
## 42477                             Seattle, WA              10.0           6.00
## 42478                           Cambridge, MA               2.0           2.00
## 42480                       San Francisco, CA               6.0           0.00
## 42482                            Bellevue, WA              11.0           9.00
## 42485                              Natick, MA               9.0           9.00
## 42488                          Menlo Park, CA               0.0           0.00
## 42489                     Berlin, BE, Germany               6.0           4.00
## 42492                            Richmond, VA               2.0           0.00
## 42493                       Mountain View, CA              15.0           5.00
## 42494                       San Francisco, CA               1.0           1.00
## 42495                             Fairfax, VA               2.0           2.00
## 42500                    Hyderabad, TS, India               3.0           0.00
## 42502                         Santa Clara, CA               3.0           0.00
## 42505                      Ottawa, ON, Canada               7.0           2.00
## 42506                             Seattle, WA               6.0           1.00
## 42508                            New York, NY               6.0           3.00
## 42509                       San Francisco, CA               6.0           1.00
## 42511                       San Francisco, CA               7.0           1.00
## 42514                       San Francisco, CA               2.0           0.00
## 42515                             Redmond, WA              15.0          10.00
## 42517                            New York, NY               8.0           4.00
## 42518                           San Diego, CA               4.0           0.00
## 42524                            Portland, OR               2.0           2.00
## 42526              London, EN, United Kingdom               8.0           1.00
## 42529                              Dallas, TX               6.0           4.00
## 42530                          Boxborough, MA               4.0           3.00
## 42533                              Boston, MA              12.0           4.00
## 42535                           Sunnyvale, CA               2.0           0.00
## 42536                       San Francisco, CA               8.0           4.00
## 42537                           San Diego, CA               4.0           4.00
## 42539                           Arlington, VA               2.0           1.00
## 42540                              Reston, VA               8.0           0.00
## 42541                             Chicago, IL              10.0           3.00
## 42543                             Redmond, WA              25.0          13.00
## 42545                           San Diego, CA               4.0           1.00
## 42546                       San Francisco, CA               3.0           2.00
## 42556                    Bangalore, KA, India               6.0           1.00
## 42557                             Seattle, WA               1.0           1.00
## 42559                          Menlo Park, CA               6.0           0.00
## 42560                        Tokyo, TY, Japan               6.0           0.00
## 42561                              Boston, MA               3.0           2.00
## 42563                             Atlanta, GA               2.0           1.00
## 42564                             Atlanta, GA               2.0           1.00
## 42571              Prague, PR, Czech Republic               1.0           0.00
## 42572                    Bengaluru, KA, India              10.0           2.00
## 42579                         Pune, MH, India               3.0           3.00
## 42582                             Seattle, WA               7.0           0.00
## 42591                       San Francisco, CA               0.0           0.00
## 42597                            San Jose, CA               8.0           5.00
## 42598                            New York, NY              15.0           2.00
## 42604                       San Francisco, CA              10.0           0.00
## 42605                         Santa Clara, CA              27.0          22.00
## 42607                            Bellevue, WA               2.0           1.00
## 42609                           San Diego, CA              12.0           4.00
## 42610                            New York, NY               8.0           0.00
## 42613              London, EN, United Kingdom              15.0           2.00
## 42614                            New York, NY              10.0           2.00
## 42615                       San Francisco, CA              16.0           2.00
## 42616                       San Francisco, CA              16.0           2.00
## 42618                           San Mateo, CA               1.0           0.00
## 42622                             Atlanta, GA               2.0           2.00
## 42625                          Menlo Park, CA               2.0           2.00
## 42626                            New York, NY               1.0           0.00
## 42627                         Santa Clara, CA               5.0           5.00
## 42628                    Bangalore, KA, India               3.0           2.00
## 42629                             Atlanta, GA              10.0           1.00
## 42637                    Bangalore, KA, India              12.0           1.00
## 42649                    Bengaluru, KA, India               5.0           2.00
## 42650                              Boston, MA               6.0           4.00
## 42651                     Toronto, ON, Canada              10.0           2.00
## 42655                          Pittsburgh, PA               8.0           2.00
## 42657                             Chicago, IL               6.0           3.00
## 42658                      Quebec, QC, Canada              19.0           5.00
## 42660                             Boulder, CO               5.0           5.00
## 42661                             Redmond, WA               4.0           0.00
## 42662                   Kitchener, ON, Canada              15.0           4.00
## 42665                              Austin, TX               2.0           2.00
## 42667              Luxembourg, LU, Luxembourg               1.0           0.00
## 42670                            New York, NY               9.0           4.00
## 42671                            San Jose, CA              12.0           2.00
## 42672                           Cambridge, MA               7.0           0.00
## 42675                     Toronto, ON, Canada               5.0           0.00
## 42677                          Menlo Park, CA              15.0           4.00
## 42678                              Dublin, IN              14.0           0.00
## 42680                             Seattle, WA               1.0           0.00
## 42681                       San Francisco, CA               6.0           2.00
## 42686                            New York, NY               4.0           3.00
## 42687                     Toronto, ON, Canada               2.0           2.00
## 42689                              Boston, MA               1.0           1.00
## 42691                           San Diego, CA               9.0           3.00
## 42698                       San Francisco, CA               1.0           1.00
## 42699                              Austin, TX               0.0           0.00
## 42702                       Mountain View, CA              13.0           2.00
## 42704                             Seattle, WA               7.0           0.00
## 42705                           Sunnyvale, CA               3.0           3.00
## 42708                       Mountain View, CA               1.0           0.00
## 42709                          Wilmington, DE               6.0           0.00
## 42710                            Columbus, OH              10.0           9.00
## 42712                    Bangalore, KA, India               2.0           0.00
## 42714                             Atlanta, GA               7.0           5.00
## 42715                     Berlin, BE, Germany               6.0           4.00
## 42716                            New York, NY              12.0           2.00
## 42719                            New York, NY               9.0           4.00
## 42720                       Kiev, KC, Ukraine               8.0           2.00
## 42722                            Columbia, MD               3.0           2.00
## 42723                            New York, NY               0.0           0.00
## 42725                    Barcelona, CT, Spain               9.0           5.00
## 42730                             Fairfax, VA               5.0           5.00
## 42735                    Bengaluru, KA, India               2.0           2.00
## 42737                    Bangalore, KA, India               2.0           2.00
## 42738                    Bengaluru, KA, India               4.0           4.00
## 42741                           Palo Alto, CA              15.0          15.00
## 42745              Amsterdam, NH, Netherlands               4.0           0.00
## 42746                          Cincinnati, OH               4.0           4.00
## 42750                        Redwood City, CA               0.0           0.00
## 42751                       Mountain View, CA              12.0          12.00
## 42753                       San Francisco, CA              10.0           3.00
## 42756                            New York, NY               5.0           0.00
## 42763                             Seattle, WA               5.0           5.00
## 42764                            Milpitas, CA              10.0           0.00
## 42766                       San Francisco, CA               2.0           2.00
## 42767                     Berlin, BE, Germany               3.0           0.00
## 42770                           Cambridge, MA               4.0           2.00
## 42771                            New York, NY               8.0           3.00
## 42772                          Washington, DC               5.0           3.00
## 42775                       San Francisco, CA               8.0           4.00
## 42777                 Regensburg, BY, Germany               5.0           5.00
## 42778              Amsterdam, NH, Netherlands               8.0           4.00
## 42779                   Vancouver, BC, Canada              25.0           3.00
## 42782                             Redmond, WA              30.0          15.00
## 42783                             Atlanta, GA               4.0           4.00
## 42784                             Seattle, WA               4.0           0.00
## 42786                       Mountain View, CA               3.0           3.00
## 42789                       San Francisco, CA               5.0           2.00
## 42791                         Foster City, CA               5.0           1.00
## 42794                           Arlington, VA               3.0           3.00
## 42799                             Seattle, WA              10.0           2.00
## 42800                             Seattle, WA               2.0           2.00
## 42802                              Boston, MA              15.0           5.00
## 42804                            Portland, OR              12.0           3.00
## 42813                    Montreal, QC, Canada               5.0           5.00
## 42814                       San Francisco, CA               3.0           0.00
## 42818                           Sunnyvale, CA              20.0           3.00
## 42820                           Palo Alto, CA              15.0           1.00
## 42824                          El Segundo, CA               2.0           2.00
## 42827                             Redmond, WA               8.0           5.00
## 42828                       San Francisco, CA               5.0           0.00
## 42833                     Toronto, ON, Canada               6.0           5.00
## 42835                           Las Vegas, NV              15.0           9.00
## 42838                                Reno, NV              15.0          10.00
## 42840                    Bengaluru, KA, India              14.0           7.00
## 42843                            New York, NY              11.0          11.00
## 42845                         Santa Clara, CA               5.0           2.00
## 42846                           Cambridge, MA               8.0           0.00
## 42847                             Seattle, WA               1.0           1.00
## 42848                    Bangalore, KA, India               1.0           1.00
## 42849                     Markham, ON, Canada              11.0           4.00
## 42850                Bratislava, BL, Slovakia               5.0           4.00
## 42851                           Arlington, VA               8.0           4.00
## 42852                    Bangalore, KA, India               4.0           0.00
## 42856                           Hopkinton, MA              11.0          11.00
## 42858                             Atlanta, GA               5.0           1.00
## 42859                         San Antonio, TX               7.0           7.00
## 42860                        Eden Prairie, MN               6.0           5.00
## 42863                    Bangalore, KA, India               0.0           0.00
## 42865                              Irvine, CA               4.0           0.00
## 42869                     Fort Lauderdale, FL               6.0           3.00
## 42872                         Pune, MH, India              12.0           2.00
## 42874                              Denver, CO              14.0           4.00
## 42875                           Palo Alto, CA               2.0           2.00
## 42877                    Barcelona, CT, Spain              15.0           4.00
## 42880                             Seattle, WA               2.0           2.00
## 42885                          Louisville, KY              13.0           1.00
## 42888                              Boston, MA               8.0           0.00
## 42890                             Seattle, WA               4.0           1.00
## 42893                         Los Angeles, CA               2.0           2.00
## 42897                             Houston, TX               2.0           2.00
## 42899                           Palo Alto, CA               0.0           0.00
## 42902                              Denver, CO               1.0           0.00
## 42904                            San Jose, CA              11.0           6.00
## 42905                       San Francisco, CA              20.0           3.00
## 42911                       San Francisco, CA               3.0           0.00
## 42914                          Menlo Park, CA               3.0           3.00
## 42920                           Sunnyvale, CA               7.0           4.00
## 42922                             Seattle, WA               2.0           2.00
## 42923                       Mountain View, CA               3.0           0.00
## 42924                             Redmond, WA               6.0           0.00
## 42926                           Cupertino, CA               8.0           3.00
## 42931                       San Francisco, CA               3.0           0.00
## 42933                            New York, NY               2.0           0.00
## 42934                      Ottawa, ON, Canada              12.0           1.00
## 42936                            New York, NY               3.0           3.00
## 42938                     Toronto, ON, Canada               4.0           0.00
## 42939                     Toronto, ON, Canada               4.0           0.00
## 42942                              Denver, CO               3.0           3.00
## 42948                           Palo Alto, CA               2.0           1.00
## 42952                   Vancouver, BC, Canada               0.0           0.00
## 42953                         Santa Clara, CA               7.0           2.00
## 42954                    Hyderabad, TS, India               5.0           3.00
## 42956                    Hyderabad, TS, India               5.0           2.00
## 42957                            New York, NY               0.0           0.00
## 42958                         Santa Clara, CA               9.0           2.00
## 42960                             Seattle, WA               8.0           0.00
## 42963                      Taipei, TP, Taiwan               9.0           2.00
## 42964                              Vienna, VA               3.0           2.00
## 42965                          Menlo Park, CA               9.0           1.00
## 42966                             Atlanta, GA               5.0           2.00
## 42968                       San Francisco, CA               2.0           2.00
## 42970                         Minneapolis, MN               5.0           2.00
## 42973                             Seattle, WA               3.0           0.00
## 42974                               Tempe, AZ              14.0           1.00
## 42975                         Bentonville, AR               4.0           2.00
## 42977                            Bellevue, WA               9.0           2.00
## 42979                             Seattle, WA               4.0           2.00
## 42983           Cambridge, EN, United Kingdom               6.0           3.00
## 42984                           Beaverton, OR              20.0           1.00
## 42985                         Baton Rouge, LA               1.0           1.00
## 42986              London, EN, United Kingdom               5.0           2.00
## 42988                             Atlanta, GA               4.0           2.00
## 42992                       San Francisco, CA              14.0           4.00
## 42993                       San Francisco, CA               5.0           2.00
## 42995                       San Francisco, CA              10.0           4.00
## 42998                             Seattle, WA               4.0           4.00
## 43002                            New York, NY              22.0           2.00
## 43003                             Atlanta, GA               3.0           2.00
## 43004                   Vancouver, BC, Canada               5.0           0.00
## 43005                      Mexico, DF, Mexico               4.0           1.00
## 43007                    Bangalore, KA, India              10.0           9.00
## 43009                       San Francisco, CA               3.0           1.00
## 43012                         Los Angeles, CA               3.0           0.00
## 43013                             Redmond, WA               2.0           0.00
## 43014                       San Francisco, CA               3.0           3.00
## 43018                             Seattle, WA               1.0           1.00
## 43019                          Menlo Park, CA               2.0           2.00
## 43021                             Seattle, WA               0.0           0.00
## 43023                           Cupertino, CA               1.0           1.00
## 43024                          Menlo Park, CA               2.0           2.00
## 43028                          Menlo Park, CA               1.0           0.00
## 43029                             Redmond, WA              10.0           2.00
## 43030                       San Francisco, CA               5.0           0.00
## 43031                             Seattle, WA              15.0          15.00
## 43035                       San Francisco, CA               2.0           2.00
## 43036                     Toronto, ON, Canada               1.0           0.00
## 43037                       San Francisco, CA               9.0           2.00
## 43041                           Cupertino, CA              25.0           1.00
## 43046                            New York, NY              12.0           1.00
## 43047                       San Francisco, CA              10.0           2.00
## 43048                            San Jose, CA               3.0           3.00
## 43050                          Fort Worth, TX              13.0           2.00
## 43052                            New York, NY               2.0           2.00
## 43054                          Washington, DC              25.0           7.00
## 43057                            New York, NY               6.0           6.00
## 43061                             Seattle, WA               3.0           2.00
## 43062                        Philadelphia, PA               3.0           3.00
## 43064                       San Francisco, CA              10.0           2.00
## 43065                             Seattle, WA              10.0           5.00
## 43066                            New York, NY               3.0           0.00
## 43067                             Chicago, IL               3.0           1.00
## 43070                       San Francisco, CA               6.0           1.00
## 43071                        Delhi, DL, India              16.0           1.00
## 43078                       Mountain View, CA               0.0           0.00
## 43084              London, EN, United Kingdom               2.0           2.00
## 43085                           San Bruno, CA               9.0           6.00
## 43086              London, EN, United Kingdom               3.0           0.00
## 43091                           Palo Alto, CA               2.0           0.00
## 43092                      Moscow, MC, Russia               8.0           0.00
## 43098              London, EN, United Kingdom               9.0           0.00
## 43101                         San Antonio, TX               1.0           1.00
## 43102                       Mountain View, CA               7.0           5.00
## 43104                            Palm Bay, FL               1.0           1.00
## 43105                        Redwood City, CA              25.0          23.00
## 43113                             Seattle, WA               5.0           0.00
## 43118                            Westford, MA               3.0           3.00
## 43120                            Bellevue, WA               9.0           4.00
## 43122                           Sunnyvale, CA              20.0           6.00
## 43123                       San Francisco, CA               4.0           1.00
## 43124                            New York, NY               0.0           0.00
## 43127                           Sunnyvale, CA               4.0           0.00
## 43128                        Noida, UP, India              15.0          10.00
## 43129                          Menlo Park, CA               7.0           1.00
## 43137                           San Diego, CA              16.0           3.00
## 43140                             Seattle, WA               3.0           0.00
## 43146                               Plano, TX               2.0           1.00
## 43147                             Seattle, WA               0.0           0.00
## 43148                        Redwood City, CA               0.0           0.00
## 43149                              Folsom, CA               4.0           4.00
## 43152                              Dallas, TX              10.0          10.00
## 43153                       San Francisco, CA               1.0           1.00
## 43156                             Redmond, WA               8.0           8.00
## 43157                            New York, NY               6.0           1.00
## 43160                             Redmond, WA               1.0           1.00
## 43163                     Toronto, ON, Canada               3.0           1.00
## 43164                           Sunnyvale, CA               6.0           4.00
## 43165                            New York, NY               4.0           2.00
## 43167                       San Francisco, CA               3.0           3.00
## 43170                          Birmingham, AL               6.0           4.00
## 43171                           San Diego, CA              11.0          11.00
## 43172                             Seattle, WA              30.0           0.00
## 43173                      Ottawa, ON, Canada               8.0           4.00
## 43174                          Menlo Park, CA               6.0           1.00
## 43175                             Phoenix, AZ               3.0           1.00
## 43176                           San Diego, CA               4.0           0.00
## 43178                            New York, NY               2.0           1.00
## 43183                       San Francisco, CA               6.0           2.00
## 43185                             Seattle, WA               7.0           4.00
## 43187                              Austin, TX               6.0           5.00
## 43191                           San Diego, CA               5.0           0.00
## 43194                          Menlo Park, CA               0.0           0.00
## 43198                            Columbia, MO               5.0           3.00
## 43202                            Columbia, MO               8.0           3.00
## 43204                              Austin, TX               1.0           0.00
## 43207                            New York, NY               1.0           1.00
## 43208                             Houston, TX               0.0           0.00
## 43212              London, EN, United Kingdom               2.0           2.00
## 43213                    Bangalore, KA, India               0.0           0.00
## 43215                    Hyderabad, AP, India               1.0           1.00
## 43218                          Menlo Park, CA               2.0           2.00
## 43219                     Fort Lauderdale, FL               5.0           5.00
## 43221                    Bangalore, KA, India               9.0           5.00
## 43224                              Austin, TX               5.0           1.00
## 43227                    Bangalore, KA, India               6.0           2.00
## 43229                    Bangalore, KA, India               2.0           2.00
## 43230                             Seattle, WA              15.0           4.00
## 43233                            Columbus, OH               2.0           0.00
## 43235                            New York, NY               0.0           0.00
## 43236                              Denver, CO               0.0           0.00
## 43237                         Minneapolis, MN               2.0           2.00
## 43238                           St. Louis, MO               8.0           5.00
## 43241                          Menlo Park, CA              20.0           1.00
## 43245                             Malvern, PA              17.0          17.00
## 43250                          Washington, DC               2.0           0.00
## 43256                             Redmond, WA              10.0           1.00
## 43258                           Sunnyvale, CA               2.0           2.00
## 43259                      Salt Lake City, UT               5.0           0.00
## 43260                           Cambridge, MA               5.0           5.00
## 43261                             Redmond, WA               1.0           1.00
## 43262                             Seattle, WA               6.0           0.00
## 43265                       San Francisco, CA               4.0           4.00
## 43270                             Seattle, WA               6.0           0.00
## 43271                             Seattle, WA               0.0           0.00
## 43272                             Boulder, CO               0.0           0.00
## 43273                             Redmond, WA               2.0           1.00
## 43274                            New York, NY              10.0           1.00
## 43275                         Santa Clara, CA               7.0           6.00
## 43278                           Palo Alto, CA               5.0           0.00
## 43279                               Plano, TX               5.0           0.00
## 43281                           Palo Alto, CA               2.0           2.00
## 43282                            New York, NY              20.0           1.00
## 43285                         Minneapolis, MN               1.0           0.00
## 43289                         Santa Clara, CA              15.0           5.00
## 43291                            New York, NY               5.0           2.00
## 43292                            Bellevue, WA               4.0           4.00
## 43293                             Seattle, WA               1.0           0.00
## 43298                             Seattle, WA               3.0           3.00
## 43300                             Seattle, WA              20.0           1.00
## 43302                          Menlo Park, CA               8.0           4.00
## 43303                        West Chester, PA               0.0           0.00
## 43307                          Menlo Park, CA               5.0           2.00
## 43310                    Bengaluru, KA, India              10.0           2.00
## 43314                              Austin, TX              13.0           0.00
## 43315                       San Francisco, CA              15.0           1.00
## 43316                            New York, NY              11.0           1.00
## 43320                            New York, NY               1.0           1.00
## 43322                           Rochester, MN              23.0          23.00
## 43323                          Menlo Park, CA               4.0           2.00
## 43324                          Menlo Park, CA               2.0           2.00
## 43327              Prague, PR, Czech Republic               4.0           1.00
## 43328                        Noida, UP, India               4.0           1.00
## 43329                             Phoenix, AZ               3.0           2.00
## 43330                           Sunnyvale, CA              15.0           5.00
## 43340              London, EN, United Kingdom              20.0           5.00
## 43341                            New York, NY               2.0           1.00
## 43344                    Bengaluru, KA, India               4.0           4.00
## 43346                              Vienna, VA               5.0           2.00
## 43348                            New York, NY               3.0           1.00
## 43349                       Mountain View, CA               6.0           0.00
## 43351                            New York, NY              10.0           1.00
## 43352                           St. Louis, MO               7.0           2.00
## 43353                             Herndon, VA              13.0           1.00
## 43354                             Herndon, VA              13.0           1.00
## 43355                           Sunnyvale, CA              14.0           0.00
## 43356                    Bangalore, KA, India               0.0           0.00
## 43357                             Seattle, WA              14.0           5.00
## 43361                             Seattle, WA              11.0           6.00
## 43362                             Seattle, WA               8.0           0.00
## 43363                                Kent, WA               3.0           2.00
## 43364                       Mountain View, CA              12.0           1.00
## 43365                             Seattle, WA              30.0           3.00
## 43366                            New York, NY               0.0           0.00
## 43369                              Dallas, TX               3.0           3.00
## 43371                             Redmond, WA              11.0          11.00
## 43372                          Menlo Park, CA              20.0           1.00
## 43373                         Los Angeles, CA               7.0           2.00
## 43383                             Redmond, WA               4.0           0.00
## 43384                 Zurich, ZH, Switzerland               7.0           4.00
## 43385                 Zurich, ZH, Switzerland               8.0           1.00
## 43386                           Cambridge, MA               2.0           1.00
## 43387                       San Francisco, CA               2.0           0.00
## 43389                        Philadelphia, PA              12.0           6.00
## 43392                            San Jose, CA               2.0           1.00
## 43397                             Seattle, WA              10.0           8.00
## 43398                              Dallas, TX               2.0           0.00
## 43401                             Chicago, IL              13.0           3.00
## 43402                     Toronto, ON, Canada               8.0           4.00
## 43410                     Toronto, ON, Canada               5.0           2.00
## 43413                            New York, NY              12.0           5.00
## 43415                         Los Angeles, CA              12.0           2.00
## 43416                           San Bruno, CA              12.0           6.00
## 43417                       Mountain View, CA               2.0           2.00
## 43420                             Redmond, WA              14.0           6.00
## 43421                       San Francisco, CA               3.0           0.00
## 43422                       Mountain View, CA               3.0           0.00
## 43423                         Kansas City, MO               3.0           3.00
## 43426                    Bangalore, KA, India               5.0           1.00
## 43428                            New York, NY               4.0           4.00
## 43430                         Jersey City, NJ              11.0           6.00
## 43433              London, EN, United Kingdom               3.0           3.00
## 43434                           San Diego, CA               3.0           0.00
## 43437              London, EN, United Kingdom               1.0           1.00
## 43438                            New York, NY               1.0           1.00
## 43441                             Houston, TX              10.0           1.00
## 43442                             Seattle, WA               0.0           0.00
## 43447                            New York, NY               6.0           1.00
## 43448                             Chicago, IL               2.0           0.00
## 43450                             Gilbert, AZ               6.0           0.00
## 43453                            New York, NY               3.0           3.00
## 43455                    Hyderabad, TS, India               0.0           0.00
## 43462              London, EN, United Kingdom               1.0           0.00
## 43465                           Sunnyvale, CA              15.0           6.00
## 43469                          Huntsville, AL               3.0           3.00
## 43470                           Cambridge, MA               4.0           1.00
## 43472                            New York, NY               1.0           1.00
## 43473                           Cupertino, CA              15.0           5.00
## 43474                            Berkeley, CA               2.0           2.00
## 43478                     Burnaby, BC, Canada              12.0           7.00
## 43479                           Palo Alto, CA               0.0           0.00
## 43481                     Toronto, ON, Canada              10.0           3.00
## 43485                              Dallas, TX               3.0           3.00
## 43486                             Redmond, WA               0.0           0.00
## 43487                               Plano, TX               7.0           3.00
## 43488                   Sydney, NS, Australia               4.0           4.00
## 43491                          Menlo Park, CA               9.0           2.00
## 43492                                Lehi, UT              11.0           0.00
## 43494                         Santa Clara, CA               7.0           3.00
## 43495                           Wellesley, MA               4.0           1.00
## 43499                        Redwood City, CA               4.0           0.00
## 43504                      Chennai, TN, India               8.0           8.00
## 43505                       Kiev, KC, Ukraine               7.0           3.00
## 43510                    Bangalore, KA, India               4.0           0.00
## 43512                            New York, NY               4.0           4.00
## 43516                             Atlanta, GA               7.0           7.00
## 43517                        Philadelphia, PA               7.0           7.00
## 43520                              Boston, MA               5.0           3.00
## 43521                            New York, NY               1.0           1.00
## 43522              London, EN, United Kingdom               8.0           4.00
## 43523                         Los Angeles, CA               8.0           5.00
## 43525              London, EN, United Kingdom               4.0           3.00
## 43527                    Bangalore, KA, India               6.0           3.00
## 43529                             Chicago, IL              10.0           2.00
## 43530                              Austin, TX              10.0           4.00
## 43534                           Ann Arbor, MI               8.0           2.00
## 43535                    Hyderabad, TS, India               5.0           1.00
## 43536              London, EN, United Kingdom               5.0           2.00
## 43538                             Atlanta, GA               6.0           4.00
## 43540                            New York, NY              11.0           4.00
## 43546                       San Francisco, CA               5.0           0.00
## 43547                        Redwood City, CA               7.0           7.00
## 43549                              Dallas, TX               4.0           0.00
## 43551                             Redmond, WA              10.0           1.00
## 43553                             Seattle, WA               7.0           2.00
## 43554                    Tel Aviv, TA, Israel              12.0           5.00
## 43555                             Redmond, WA              10.0           2.00
## 43556                            Kirkland, WA               5.0           0.00
## 43558                              Irving, TX               1.0           0.00
## 43559                              Austin, TX               3.0           3.00
## 43562              London, EN, United Kingdom              12.0           1.00
## 43567                             Seattle, WA              25.0           7.00
## 43568                             Seattle, WA               9.0           9.00
## 43569                      Salt Lake City, UT              26.0          12.00
## 43575                       Mountain View, CA               3.0           3.00
## 43576                             Redmond, WA              12.0           9.00
## 43578                       San Francisco, CA               8.0           3.00
## 43579                             Redmond, WA               7.0           7.00
## 43580                         Los Angeles, CA               7.0           0.00
## 43582                              Boston, MA              16.0           2.00
## 43584                            San Jose, CA               3.0           3.00
## 43588                             Seattle, WA              20.0           9.00
## 43589                         Baton Rouge, LA               8.0           1.00
## 43590                           Arlington, VA              14.0           0.00
## 43591                      Gurgaon, HR, India               1.0           1.00
## 43593                              Reston, VA               4.0           4.00
## 43604                           San Mateo, CA               1.0           1.00
## 43606                           Las Vegas, NV               3.0           3.00
## 43608                    Hyderabad, AP, India               5.0           2.00
## 43611                    Bangalore, KA, India               4.0           4.00
## 43616                       San Francisco, CA               4.0           2.00
## 43617                    Bangalore, KA, India              13.0           6.00
## 43621                            Whippany, NJ              10.0           1.00
## 43628                    Tel Aviv, TA, Israel               5.0           3.00
## 43629                          South Bend, IN              10.0           7.00
## 43630                           Sunnyvale, CA              28.0          10.00
## 43635                    Hyderabad, AP, India               5.0           2.00
## 43637                              Dallas, TX               5.0           0.00
## 43645                       San Francisco, CA               4.0           0.00
## 43648                      Moscow, MC, Russia              10.0           0.00
## 43649                             Seattle, WA               1.0           0.00
## 43655              London, EN, United Kingdom              12.0           2.00
## 43657                           Cupertino, CA              10.0           2.00
## 43658              London, EN, United Kingdom               0.0           0.00
## 43659                              Dallas, TX               6.0           5.00
## 43662                             Seattle, WA               7.0           1.00
## 43669                              Dallas, TX               8.0           2.00
## 43670                             Seattle, WA               1.0           1.00
## 43671                             Seattle, WA               2.0           2.00
## 43675                       San Francisco, CA               2.0           2.00
## 43676                              Austin, TX               7.0           5.00
## 43679                        Philadelphia, PA              14.0          14.00
## 43680                             Seattle, WA               5.0           2.00
## 43681                            Portland, OR               6.0           3.00
## 43684                          Menlo Park, CA               2.0           2.00
## 43687                       San Francisco, CA               2.0           0.00
## 43697                            New York, NY               6.0           2.00
## 43699                         Santa Clara, CA              12.0           8.00
## 43700                         Los Angeles, CA               5.0           0.00
## 43701                       Mountain View, CA               0.0           0.00
## 43702                Singapore, SG, Singapore               8.0           1.00
## 43703                              Frisco, TX               8.0           8.00
## 43709                             Seattle, WA               0.0           0.00
## 43710                            New York, NY               0.0           0.00
## 43711                         Los Angeles, CA               5.0           1.00
## 43713                       San Francisco, CA              10.0           1.00
## 43714                   Sydney, NS, Australia              15.0           1.00
## 43715                             Seattle, WA               1.0           1.00
## 43719                          Menlo Park, CA              10.0           4.00
## 43720                    Bangalore, KA, India               2.0           1.00
## 43721                       San Francisco, CA               2.0           2.00
## 43724              London, EN, United Kingdom               3.0           1.00
## 43725                             Detroit, MI              16.0           1.00
## 43726                              Austin, TX              14.0           4.00
## 43732                Petach Tikva, HM, Israel               7.0           7.00
## 43733                             Redmond, WA              16.0           9.00
## 43739          Manchester, EN, United Kingdom               5.0           3.00
## 43741                           Cambridge, MA               6.0           2.00
## 43746                          Menlo Park, CA               0.0           0.00
## 43748                        Indianapolis, IN              13.0           1.00
## 43755                      Salt Lake City, UT               6.0           1.00
## 43756                            New York, NY               5.0           4.00
## 43757                             Seattle, WA               8.0           6.00
## 43758                       San Francisco, CA              10.0           1.00
## 43762                             Seattle, WA              15.0           6.00
## 43763                     Dublin, DN, Ireland               4.0           1.00
## 43765                         Los Angeles, CA               6.0           4.00
## 43766                              Boston, MA               2.0           1.00
## 43768                             Seattle, WA               5.0           1.00
## 43770                         Santa Clara, CA               7.0           2.00
## 43773                              Weston, FL              13.0           2.00
## 43774                               Tempe, AZ               7.0           3.00
## 43775                             Seattle, WA               9.0           9.00
## 43776                             St Paul, MN              12.0           2.00
## 43778                           Hillsboro, OR              13.0           7.00
## 43782                       San Francisco, CA              15.0           2.00
## 43783                             Boulder, CO               2.0           2.00
## 43784                              Folsom, CA              10.0           2.00
## 43788                          Menlo Park, CA               7.0           0.00
## 43792                            New York, NY               6.0           1.00
## 43793                            New York, NY               2.0           2.00
## 43796                             Seattle, WA               8.0           3.00
## 43797                             Seattle, WA               5.0           3.00
## 43800                             Seattle, WA               5.0           3.00
## 43801                           Cambridge, MA               0.0           0.00
## 43803                           Sunnyvale, CA               0.0           0.00
## 43804                             Seattle, WA               5.0           2.00
## 43807                     Toronto, ON, Canada              13.0           1.00
## 43809                            New York, NY               7.0           0.00
## 43814                           Cupertino, CA               9.0           0.00
## 43818                            New York, NY               3.0           3.00
## 43821                             Seattle, WA              15.0          15.00
## 43823                           Sunnyvale, CA               5.0           0.00
## 43825                       San Francisco, CA               5.0           1.00
## 43830                             Seattle, WA               3.0           3.00
## 43833                            New York, NY               4.0           4.00
## 43834                       San Francisco, CA              11.0           6.00
## 43835                   Stockholm, ST, Sweden               6.0           3.00
## 43849                             Seattle, WA               0.0           0.00
## 43851                       San Francisco, CA               7.0           2.00
## 43855                    Bangalore, KA, India               7.0           2.00
## 43857                    Tel Aviv, TA, Israel               5.0           0.00
## 43858                           Hillsboro, OR              11.0          11.00
## 43860                           Sunnyvale, CA               4.0           0.00
## 43861                      Chennai, TN, India               6.0           1.00
## 43862                      Chennai, TN, India               5.0           5.00
## 43863              Amsterdam, NH, Netherlands              11.0           1.00
## 43864                       Mountain View, CA               6.0           0.00
## 43868                         Jersey City, NJ               8.0           8.00
## 43870                Singapore, SG, Singapore              11.0           6.00
## 43872                            New York, NY              12.0           2.00
## 43875                              Reston, VA               3.0           1.00
## 43877                             Atlanta, GA               8.0           0.00
## 43881                    Bengaluru, KA, India               2.0           2.00
## 43883              London, EN, United Kingdom               2.0           1.00
## 43887                       Mountain View, CA              13.0           1.00
## 43888                              Dallas, TX               0.0           0.00
## 43890                              Austin, TX               3.0           3.00
## 43891                             Seattle, WA               6.0           5.00
## 43892                         Jersey City, NJ               6.0           3.00
## 43893                        Indianapolis, IN               6.0           2.00
## 43894              London, EN, United Kingdom               3.0           0.00
## 43903                    Bangalore, KA, India               4.0           2.00
## 43904                          Menlo Park, CA               2.0           2.00
## 43905                          Menlo Park, CA              15.0           4.00
## 43907                            San Jose, CA               7.0           0.00
## 43908                              Irvine, CA               0.0           0.00
## 43911              London, EN, United Kingdom              10.0           2.00
## 43913                       San Francisco, CA               5.0           1.00
## 43915                       San Francisco, CA               5.0           0.00
## 43916                           Sunnyvale, CA               4.0           4.00
## 43917                       San Francisco, CA              16.0           6.00
## 43918                           Sunnyvale, CA               1.0           0.00
## 43919                             Seattle, WA               1.0           1.00
## 43923                             Seattle, WA              16.0           9.00
## 43924                            New York, NY               5.0           2.00
## 43927                             Seattle, WA               4.0           4.00
## 43930                             Redmond, WA              20.0           0.00
## 43931                       San Francisco, CA               2.0           2.00
## 43934                           Sunnyvale, CA               2.0           0.00
## 43942                            New York, NY               8.0           4.00
## 43943                             Atlanta, GA               6.0           1.00
## 43944                            New York, NY               2.0           2.00
## 43945                            New York, NY               8.0           0.00
## 43946                             Detroit, MI              20.0          20.00
## 43947                   Vancouver, BC, Canada               4.0           0.00
## 43948                           Sunnyvale, CA               2.0           0.00
## 43949                             Seattle, WA               1.0           1.00
## 43950                             Chicago, IL              12.0           3.00
## 43952                             Seattle, WA               1.0           0.00
## 43958                             Seattle, WA               2.0           2.00
## 43962                          Costa Mesa, CA              12.0           4.00
## 43964                            San Jose, CA               9.0           5.00
## 43968                       San Francisco, CA              20.0           2.00
## 43971                         Los Angeles, CA              10.0           3.00
## 43973                        Tokyo, TY, Japan               5.0           5.00
## 43974                       San Francisco, CA               2.0           2.00
## 43975                            New York, NY              10.0           1.00
## 43976                    Bengaluru, KA, India               4.0           2.00
## 43978                     Galway, GY, Ireland               7.0           7.00
## 43979                             Chicago, IL               3.0           0.00
## 43984                            New York, NY               1.0           1.00
## 43987                           Cleveland, OH               6.0           1.00
## 43988                            Kirkland, WA               5.0           0.00
## 43990                     Dublin, DN, Ireland              24.0           3.00
## 43992                       San Francisco, CA               2.0           2.00
## 43995                            New York, NY               7.0           1.00
## 43996                Sao Leopoldo, RS, Brazil               1.0           0.00
## 43997                          Huntsville, AL              13.0           1.00
## 43999                           Hillsboro, OR               7.0           7.00
## 44000                           Palo Alto, CA               5.0           0.00
## 44001                            Bellevue, WA              15.0          15.00
## 44002              London, EN, United Kingdom               2.0           0.00
## 44004                             Seattle, WA               3.0           1.00
## 44006                        Philadelphia, PA              12.0           4.00
## 44010                             Seattle, WA              12.0           7.00
## 44012                              Boston, MA               4.0           2.00
## 44014                            New York, NY              10.0           2.00
## 44015                            New York, NY              10.0           2.00
## 44018                          Washington, DC               2.0           0.00
## 44019                              Newark, CA               2.0           0.00
## 44023                            San Jose, CA               2.0           2.00
## 44026                            Milpitas, CA              10.0           4.00
## 44030                             Redmond, WA              13.0           4.00
## 44032                               Plano, TX              15.0           3.00
## 44033                           Hillsboro, OR               7.0           7.00
## 44035                           Sunnyvale, CA              13.0           4.00
## 44040                             Phoenix, AZ               4.0           3.00
## 44043                            New York, NY               4.0           3.00
## 44044                       San Francisco, CA              10.0           2.00
## 44046                             Atlanta, GA              10.0           3.00
## 44047                             Seattle, WA               8.0           1.00
## 44048                              Frisco, TX               5.0           0.00
## 44049                            New York, NY               7.0           5.00
## 44050                              Dallas, TX               5.0           5.00
## 44051                              Frisco, TX               5.0           0.00
## 44052                    Montreal, QC, Canada               2.0           0.00
## 44053                             Madison, WI               7.0           2.00
## 44057                    Barcelona, CT, Spain              10.0           1.00
## 44058                            San Jose, CA               0.0           0.00
## 44059                             Chicago, IL               1.0           0.00
## 44061                     Berlin, BE, Germany               1.0           0.00
## 44063                      Chennai, TN, India              10.0           5.00
## 44064                          Menlo Park, CA               0.0           0.00
## 44065                              Austin, TX               1.0           0.00
## 44067                    Bengaluru, KA, India              11.0           4.00
## 44068              Luxembourg, LU, Luxembourg               2.0           1.00
## 44069                    Hyderabad, TS, India              16.0           2.00
## 44070                    Bangalore, KA, India               3.0           0.00
## 44072                    Bangalore, KA, India               3.0           2.00
## 44073              London, EN, United Kingdom               8.0           1.00
## 44075                           Cupertino, CA              23.0           1.00
## 44078                    Bengaluru, KA, India              10.0           2.00
## 44081                            New York, NY               2.0           2.00
## 44085                       San Francisco, CA              11.0           4.00
## 44086                         Kansas City, MO               9.0           9.00
## 44087                           Arlington, VA               1.0           1.00
## 44088                            Portland, OR               3.0           1.00
## 44089                             Chicago, IL               3.0           2.00
## 44090                            Milpitas, CA               4.0           4.00
## 44091                    Bengaluru, KA, India               2.0           2.00
## 44092                             Seattle, WA               1.0           1.00
## 44093                            New York, NY               7.0           1.00
## 44095                          Menlo Park, CA               3.0           3.00
## 44097              Amsterdam, NH, Netherlands               5.0           3.00
## 44098                              Dallas, TX              10.0          10.00
## 44102                              Austin, TX               1.0           0.00
## 44103                     Dublin, DN, Ireland               8.0           2.00
## 44104                             Seattle, WA              10.0           3.00
## 44107                               Plano, TX               2.0           2.00
## 44109                             Seattle, WA              10.0           5.00
## 44116                            New York, NY               0.0           0.00
## 44117                  Annapolis Junction, MD              24.0           5.00
## 44118                            Richmond, VA               5.0           5.00
## 44121                              Boston, MA               0.0           0.00
## 44123                                 Roy, UT               0.0           0.00
## 44125                       San Francisco, CA               8.0           4.00
## 44129                             Seattle, WA               5.0           3.00
## 44130                             Seattle, WA               8.0           6.00
## 44131                          Washington, DC               3.0           3.00
## 44135                       Mountain View, CA               4.0           0.00
## 44137                             Raleigh, NC               5.0           3.00
## 44140                     Toronto, ON, Canada               5.0           5.00
## 44143                           Cupertino, CA               5.0           1.00
## 44145                             Ireland, IN               7.0           4.00
## 44146                           Corvallis, OR               4.0           3.00
## 44148                    Hyderabad, TS, India              14.0           1.00
## 44149                    Hyderabad, TS, India              14.0           0.00
## 44150                         Los Angeles, CA              10.0           1.00
## 44152                    Tel Aviv, TA, Israel               9.0           3.00
## 44157                        Florham Park, NJ               3.0           0.00
## 44158                    Hyderabad, TS, India               2.0           2.00
## 44164                           Hillsboro, OR               7.0           7.00
## 44165                             Phoenix, AZ               5.0           3.00
## 44166                             Chicago, IL               4.0           4.00
## 44169              London, EN, United Kingdom               5.0           1.00
## 44171              London, EN, United Kingdom              10.0           7.00
## 44174                           Hillsboro, OR              10.0          10.00
## 44179              London, EN, United Kingdom               8.0           3.00
## 44180                        Poughkeepsie, NY               1.0           1.00
## 44181                              Austin, TX               7.0           3.00
## 44183                       San Francisco, CA              14.0           4.00
## 44184                       San Francisco, CA              10.0           5.00
## 44186                            New York, NY               6.0           6.00
## 44193                               Plano, TX               2.0           1.00
## 44196                       San Francisco, CA               5.0           5.00
## 44198                            New York, NY               6.0           6.00
## 44200                             Seattle, WA               0.0           0.00
## 44201                           Cupertino, CA               2.0           1.00
## 44203                         San Antonio, TX              11.0           2.00
## 44206                          Burlington, MA               5.0           0.00
## 44208                           Sunnyvale, CA               2.0           2.00
## 44210                           San Diego, CA               8.0           8.00
## 44212                           Cleveland, OH               3.0           2.00
## 44213                             Seattle, WA              10.0           6.00
## 44215                             Redmond, WA              14.0           7.00
## 44216                            New York, NY               4.0           2.00
## 44219                   Vancouver, BC, Canada              19.0           1.00
## 44220                             Seattle, WA               5.0           1.00
## 44221                  Jakarta, JK, Indonesia               6.0           6.00
## 44225                             Boulder, CO               4.0           1.00
## 44226                     Toronto, ON, Canada               0.0           0.00
## 44228                       Mountain View, CA               5.0           1.00
## 44231                   Trivandrum, KL, India               6.0           2.00
## 44234                       San Francisco, CA              20.0           4.00
## 44238                            San Jose, CA               5.0           2.00
## 44241                       San Francisco, CA               3.0           1.00
## 44243                     Toronto, ON, Canada              25.0           2.00
## 44246                        Oslo, OS, Norway               1.0           0.00
## 44250                      Gurgaon, HR, India               6.0           3.00
## 44251                            New York, NY               3.0           2.00
## 44254                            New York, NY               2.0           2.00
## 44258                           Fort Mill, SC               2.0           2.00
## 44259                             Seattle, WA               2.0           0.00
## 44265                            San Jose, CA               9.0           8.00
## 44266                               Miami, FL               2.0           2.00
## 44268                           San Diego, CA               1.0           1.00
## 44269                       San Francisco, CA               5.0           2.00
## 44270                               Egypt, AR               1.0           0.00
## 44272                             Seattle, WA               3.0           0.00
## 44274                             Seattle, WA               3.0           0.00
## 44275                             Seattle, WA              14.0           6.00
## 44276                           Nashville, TN               1.0           1.00
## 44278                            New York, NY               5.0           2.00
## 44280                           Palo Alto, CA               3.0           3.00
## 44281                          Birmingham, AL              10.0           3.00
## 44284                    Bangalore, KA, India               7.0           3.00
## 44287                            New York, NY               2.0           1.00
## 44289                         Los Angeles, CA              16.0           4.00
## 44292                   Vancouver, BC, Canada               5.0           0.00
## 44293                       San Francisco, CA               2.0           2.00
## 44296                       Mountain View, CA               4.0           3.00
## 44300                   Vancouver, BC, Canada               1.0           0.00
## 44301                              Newark, CA               8.0           5.00
## 44303                   Sydney, NS, Australia               8.0           0.00
## 44304                   Sydney, NS, Australia               8.0           0.00
## 44309                            New York, NY               5.0           4.00
## 44313                       Mountain View, CA              20.0          15.00
## 44314                      Gurgaon, HR, India               7.0           1.00
## 44315                           Sunnyvale, CA               0.0           0.00
## 44321                       San Francisco, CA               6.0           6.00
## 44322                              Austin, TX               5.0           1.00
## 44326                             Seattle, WA              13.0           1.00
## 44331                       San Francisco, CA               2.0           2.00
## 44335                           Hawthorne, CA               4.0           4.00
## 44337                             Seattle, WA              20.0           1.00
## 44338                           Sunnyvale, CA              15.0           0.00
## 44340                       San Francisco, CA              10.0           3.00
## 44342                              Dallas, TX               1.0           1.00
## 44343                   Sydney, NS, Australia              15.0           6.00
## 44347                           Hillsboro, OR               5.0           5.00
## 44348                    Hyderabad, TS, India              13.0           2.00
## 44352                    Hamburg, HH, Germany              11.0           5.00
## 44353                    Hyderabad, TS, India              18.0          10.00
## 44355                     Berlin, BE, Germany               5.0           0.00
## 44357                           Hillsboro, OR               4.0           4.00
## 44358                       Madrid, MD, Spain               3.0           3.00
## 44359                             Redmond, WA               2.0           0.00
## 44360                           Sunnyvale, CA               0.0           0.00
## 44361                             Chicago, IL               7.0           5.00
## 44362                     Toronto, ON, Canada               8.0           8.00
## 44365                           Cambridge, MA               3.0           1.00
## 44366                            Richmond, VA               2.0           2.00
## 44367                            New York, NY               4.0           1.00
## 44368                             Houston, TX              10.0           0.00
## 44371                           Palo Alto, CA               2.0           0.00
## 44373                              Austin, TX               2.0           0.00
## 44374                            Berkeley, CA              11.0           0.00
## 44376                       San Francisco, CA               5.0           5.00
## 44377                             Seattle, WA              16.0           0.00
## 44381                    Montreal, QC, Canada               3.0           1.00
## 44383                            New York, NY              14.0           1.00
## 44385                             Seattle, WA              17.0           0.00
## 44389                             Chicago, IL               2.0           2.00
## 44393                          Pleasanton, CA               5.0           5.00
## 44395                           San Diego, CA               7.0           2.00
## 44396                           San Diego, CA               7.0           2.00
## 44398                             Seattle, WA              12.0           1.00
## 44400                             Chicago, IL               5.0           2.00
## 44404                       Mountain View, CA               0.0           0.00
## 44405                       Milano, LO, Italy              20.0           7.00
## 44406                   Vancouver, BC, Canada              10.0           5.00
## 44408                             Seattle, WA              25.0           2.00
## 44410                             Seattle, WA               1.0           1.00
## 44411                             Seattle, WA               8.0           8.00
## 44412              Prague, PR, Czech Republic              11.0           2.00
## 44414                             Chicago, IL               3.0           2.00
## 44415                             Seattle, WA               2.0           2.00
## 44417                             Seattle, WA               5.0           2.00
## 44418                           Cupertino, CA               8.0           4.00
## 44419                             Seattle, WA               0.0           0.00
## 44421                             Seattle, WA               2.0           0.00
## 44424                            Paterson, NJ              20.0           8.00
## 44425                       San Francisco, CA               7.0           1.00
## 44426                             Seattle, WA               2.0           2.00
## 44427                            New York, NY              21.0           7.00
## 44430                              Austin, TX              16.0          13.00
## 44431                             Seattle, WA               5.0           3.00
## 44433                       San Francisco, CA               8.0           3.00
## 44434                       San Francisco, CA              10.0           0.00
## 44441                         Baton Rouge, LA               1.0           1.00
## 44443                         Santa Clara, CA               8.0           8.00
## 44444                      Beijing, BJ, China               2.0           2.00
## 44446                             Detroit, MI              15.0           6.00
## 44447                                Cary, NC               5.0           5.00
## 44448                             Chicago, IL              19.0           7.00
## 44449                       San Francisco, CA               6.0           2.00
## 44453                             Seattle, WA               1.0           1.00
## 44455                           Cupertino, CA               4.0           2.00
## 44459                              Olathe, KS               4.0           4.00
## 44460                           Palo Alto, CA               3.0           1.00
## 44462                          Washington, DC               7.0           6.00
## 44463                   Bangkok, BM, Thailand               6.0           2.00
## 44468                           Lafayette, LA               1.0           1.00
## 44469                       Mountain View, CA              25.0           3.00
## 44470                            New York, NY               8.0           0.00
## 44471                         Los Angeles, CA               2.0           2.00
## 44473                         Santa Clara, CA               5.0           3.00
## 44475                    Bangalore, KA, India               8.0           2.00
## 44480                Singapore, SG, Singapore               5.0           2.00
## 44482                       San Francisco, CA               6.0           2.00
## 44487                       San Francisco, CA               5.0           1.00
## 44488                            San Jose, CA               2.0           2.00
## 44490                       Mountain View, CA               2.0           2.00
## 44491                       San Francisco, CA              12.0           2.00
## 44495                    Bengaluru, KA, India               7.0           2.00
## 44499              London, EN, United Kingdom               6.0           6.00
## 44500              London, EN, United Kingdom               0.0           0.00
## 44502                              Boston, MA               0.0           0.00
## 44505                 Zurich, ZH, Switzerland               6.0           1.00
## 44506                        Lund, SN, Sweden              12.0           4.00
## 44507                       San Francisco, CA               6.0           4.00
## 44509                             Oakland, CA               4.0           2.00
## 44511                        Philadelphia, PA               6.0           3.00
## 44512                            New York, NY               8.0           4.00
## 44513                Singapore, SG, Singapore               1.0           1.00
## 44518                      Taipei, TP, Taiwan              10.0           1.00
## 44523                           Arlington, VA               0.0           0.00
## 44524                  Frankfurt, HE, Germany              15.0           7.00
## 44528                       San Francisco, CA              20.0           1.00
## 44530                       San Francisco, CA              10.0           6.00
## 44531                            Berkeley, CA               3.0           0.00
## 44537                             Seattle, WA              15.0          12.00
## 44538                            New York, NY               4.0           3.00
## 44540                            Bellevue, WA              12.0           6.00
## 44543                     Markham, ON, Canada               2.0           1.00
## 44545                           Cupertino, CA               2.0           1.00
## 44547                           Los Gatos, CA               7.0           2.00
## 44548                            New York, NY               0.0           0.00
## 44550                              Austin, TX               8.0           6.00
## 44554                        Redwood City, CA               4.0           0.00
## 44557                            New York, NY               4.0           4.00
## 44561                              Dallas, TX               5.0           1.00
## 44564                       San Francisco, CA               6.0           4.00
## 44568                          Pleasanton, CA               3.0           3.00
## 44571                            New York, NY               5.0           0.00
## 44573                         Foster City, CA               4.0           2.00
## 44575                       Mountain View, CA               4.0           2.00
## 44576                     Toronto, ON, Canada               5.0           0.00
## 44580                       Mountain View, CA               9.0           3.00
## 44582                           Hillsboro, OR               3.0           3.00
## 44585                        Tokyo, TY, Japan               0.0           0.00
## 44588                       Jamaica Beach, TX               2.0           2.00
## 44593                         Aliso Viejo, CA               1.0           1.00
## 44596                       San Francisco, CA              10.0           3.00
## 44599                             Boulder, CO               6.0           0.00
## 44600                          Menlo Park, CA              10.0           4.00
## 44601                    Hyderabad, TS, India               0.0           0.00
## 44606                             Seattle, WA              13.0           5.00
## 44612                      Gurgaon, HR, India               4.0           4.00
## 44620                          Menlo Park, CA              15.0           0.00
## 44622                   Vancouver, BC, Canada               6.0           1.00
## 44623                   Vancouver, BC, Canada               6.0           1.00
## 44625                             Redmond, WA               0.0           0.00
## 44629                    Bangalore, KA, India               5.0           5.00
## 44633                           Arlington, VA               1.0           1.00
## 44635              London, EN, United Kingdom               8.0           5.00
## 44636                             Seattle, WA               9.0           0.00
## 44638                            New York, NY               0.0           0.00
## 44639                       San Francisco, CA              15.0           4.00
## 44644                             Seattle, WA               2.0           0.00
## 44645                          Louisville, KY               2.0           1.00
## 44648                    Bangalore, KA, India               6.0           0.00
## 44650                       San Francisco, CA               6.0           1.00
## 44651                             Seattle, WA               5.0           5.00
## 44652                             Chicago, IL              16.0           1.00
## 44654                      Gurgaon, HR, India               5.0           5.00
## 44656                            New York, NY               5.0           3.00
## 44657                        Philadelphia, PA               5.0           1.00
## 44658                             Chicago, IL               3.0           2.00
## 44659                            New York, NY              12.0           2.00
## 44661                             Atlanta, GA              10.0           8.00
## 44662                            New York, NY               6.0           3.00
## 44663                           Cupertino, CA               5.0           5.00
## 44666                       San Francisco, CA               5.0           2.00
## 44667                           Englewood, CO               8.0           8.00
## 44668                           Palo Alto, CA               2.0           2.00
## 44676                             Seattle, WA              15.0           8.00
## 44679                       San Francisco, CA               3.0           3.00
## 44682                            Carlsbad, CA               0.0           0.00
## 44683                   Vancouver, BC, Canada               5.0           4.00
## 44684                           Baltimore, MD              10.0           1.00
## 44686                                Lehi, UT               8.0           5.00
## 44687                           Charlotte, NC               5.0           3.00
## 44689                       San Francisco, CA               6.0           2.00
## 44690                         Los Angeles, CA               6.0           1.00
## 44691                        Santa Monica, CA               4.0           1.00
## 44694                           Merrimack, NH               1.0           1.00
## 44697                         Kansas City, MO              11.0           7.00
## 44699                       San Francisco, CA              11.0           5.00
## 44700                             Seattle, WA               6.0           0.00
## 44701                            New York, NY              22.0           3.00
## 44702                             Seattle, WA               0.0           0.00
## 44706                          Menlo Park, CA               2.0           2.00
## 44707                       Santa Barbara, CA               2.0           0.00
## 44710                             Redmond, WA              23.0          21.00
## 44711                       Mountain View, CA              20.0           4.00
## 44712                             Fremont, CA               6.0           5.00
## 44714                           Cambridge, MA               4.0           4.00
## 44715                     Toronto, ON, Canada               6.0           0.00
## 44716                             Atlanta, GA               2.0           0.00
## 44717                       San Francisco, CA               5.0           4.00
## 44721                            New York, NY               1.0           1.00
## 44725                              Vienna, VA               2.0           2.00
## 44726                              Boston, MA               2.0           0.00
## 44728                         Santa Clara, CA               7.0           6.00
## 44730                              Boston, MA              15.0           3.00
## 44735                           Sunnyvale, CA               0.0           0.00
## 44737                            Franklin, TN              12.0           2.00
## 44738                   Vancouver, BC, Canada               2.0           0.00
## 44740                             Seattle, WA               5.0           4.00
## 44741                            San Jose, CA               6.0           0.00
## 44742                           Sunnyvale, CA               5.0           4.00
## 44744              London, EN, United Kingdom              21.0           4.00
## 44747                    Bengaluru, KA, India               0.0           0.00
## 44749                    Hyderabad, AP, India              10.0           0.00
## 44750                         Santa Clara, CA               4.0           4.00
## 44751                           Sunnyvale, CA              25.0           4.00
## 44753                    Barcelona, CT, Spain              10.0           0.00
## 44755              Amsterdam, NH, Netherlands               7.0           2.00
## 44756                              Boston, MA               3.0           3.00
## 44759                         San Antonio, TX              10.0           5.00
## 44764                       San Francisco, CA              12.0           1.00
## 44767                            New York, NY              12.0           4.00
## 44771                          Pittsburgh, PA               2.0           1.00
## 44772                            San Jose, CA              13.0           4.00
## 44774                             Redmond, WA               6.0           0.00
## 44775                         Minneapolis, MN               4.0           4.00
## 44776                        Redwood City, CA               1.0           1.00
## 44777                            New York, NY               6.0           1.00
## 44778                       San Francisco, CA              25.0           3.00
## 44779                              Denver, CO              10.0           2.00
## 44781                          Charleston, SC               3.0           3.00
## 44783                           Nashville, TN               6.0           2.00
## 44785                              Boston, MA              13.0           3.00
## 44786              Amsterdam, NH, Netherlands              15.0           7.00
## 44788                         Minneapolis, MN               9.0           3.00
## 44790                       San Francisco, CA               2.0           2.00
## 44793                       Mountain View, CA               4.0           4.00
## 44794                             Chicago, IL               2.0           1.00
## 44795                                Cary, NC              14.0           8.00
## 44796                              Austin, TX               6.0           2.00
## 44797                     Toronto, ON, Canada              13.0           9.00
## 44798                          Wilmington, DE               4.0           3.00
## 44799                           Sunnyvale, CA               6.0           3.00
## 44803                             Waltham, MA               5.0           5.00
## 44804                            New York, NY               5.0           0.00
## 44805                   Vancouver, BC, Canada               2.0           0.00
## 44806                              Boston, MA               0.0           0.00
## 44807                       San Francisco, CA               7.0           0.00
## 44809                            San Jose, CA               3.0           3.00
## 44811                       San Francisco, CA               8.0           0.00
## 44812                             Seattle, WA               0.0           0.00
## 44813                           San Mateo, CA               1.0           1.00
## 44819                           Palo Alto, CA               5.0           4.00
## 44822                   Vancouver, BC, Canada              15.0           4.00
## 44823                             Redmond, WA              13.0           3.00
## 44827                            Portland, OR               5.0           4.00
## 44830                       Mountain View, CA               5.0           5.00
## 44835                              Boston, MA              11.0           1.00
## 44836                          Washington, DC              18.0          18.00
## 44837                         Minneapolis, MN              10.0           5.00
## 44838                             Chicago, IL               4.0           3.00
## 44842                             Raleigh, NC               5.0           0.00
## 44843                             Chicago, IL              19.0           3.00
## 44846                           San Diego, CA               8.0           6.00
## 44847                              Boston, MA               0.0           0.00
## 44851                           Nashville, TN              10.0           1.00
## 44854                              Austin, TX              10.0           1.00
## 44856                             Seattle, WA              24.0          16.00
## 44857                             Seattle, WA               0.0           0.00
## 44858                             Atlanta, GA               2.0           2.00
## 44859                         Santa Clara, CA               3.0           3.00
## 44862                       Mountain View, CA               5.0           3.00
## 44865                      Ottawa, ON, Canada               4.0           4.00
## 44866                             Chicago, IL               8.0           2.00
## 44867                                Lehi, UT               1.0           0.00
## 44872                Singapore, SG, Singapore              10.0           1.00
## 44873                              Brazil, IN              10.0           2.00
## 44874                             Atlanta, GA              14.0           2.00
## 44875                     Munich, BY, Germany              12.0           1.00
## 44878                      Ottawa, ON, Canada               0.0           0.00
## 44883                             Redmond, WA               3.0           3.00
## 44890                    Bangalore, KA, India               3.0           2.00
## 44891                       Mountain View, CA              12.0           1.00
## 44892                        Delhi, DL, India               7.0           2.00
## 44894                            New York, NY              10.0          10.00
## 44898                       San Francisco, CA               2.0           0.00
## 44899                              Austin, TX              20.0           9.00
## 44900                           Sunnyvale, CA              19.0           4.00
## 44903                           Cupertino, CA               5.0           0.00
## 44908                         Foster City, CA               8.0           4.00
## 44909                             Augusta, GA               9.0           9.00
## 44910                            New York, NY               7.0           0.00
## 44912                       San Francisco, CA               8.0           0.00
## 44914                           Palo Alto, CA              10.0           1.00
## 44915                    Bengaluru, KA, India              12.0           4.00
## 44916                       San Francisco, CA               5.0           4.00
## 44921                               Plano, TX               2.0           1.00
## 44923                    Bangalore, KA, India               6.0           2.00
## 44926                       Mountain View, CA               3.0           0.00
## 44928                           Cupertino, CA              10.0           3.00
## 44933                            San Jose, CA               6.0           0.00
## 44935                           Sunnyvale, CA               3.0           3.00
## 44937                    Hyderabad, AP, India               2.0           1.00
## 44939                        Oslo, OS, Norway               6.0           1.00
## 44941                       Basking Ridge, NJ              14.0           4.00
## 44942                       Malaga, AN, Spain               1.0           1.00
## 44943                          Washington, DC               6.0           4.00
## 44949                       Haifa, HA, Israel               7.0           5.00
## 44950                            New York, NY               8.0           1.00
## 44951                         Santa Clara, CA               5.0           1.00
## 44954                             Seattle, WA               6.0           6.00
## 44955                           Wellesley, MA              25.0           4.00
## 44958                        West Chester, OH               2.0           2.00
## 44959                    Bangalore, KA, India               2.0           0.00
## 44960                               Tampa, FL               0.0           0.00
## 44961                    Bengaluru, KA, India               3.0           1.00
## 44962                            New York, NY               1.0           0.00
## 44965                             Seattle, WA               1.0           1.00
## 44966                   Stockholm, ST, Sweden               4.0           2.00
## 44969                         Foster City, CA               6.0           3.00
## 44970                             Houston, TX               6.0           0.00
## 44974                            Brooklyn, NY              10.0           6.00
## 44975                           Sunnyvale, CA               6.0           5.00
## 44982                            New York, NY               5.0           0.00
## 44983                           Arlington, VA               2.0           2.00
## 44985                            Bellevue, WA              22.0          10.00
## 44986                              Austin, TX               3.0           3.00
## 44990                       San Francisco, CA               5.0           4.00
## 44991                             Seattle, WA               5.0           0.00
## 44998                       San Francisco, CA              10.0           3.00
## 45004                             Fremont, CA               3.0           1.00
## 45005                   Vancouver, BC, Canada               8.0           3.00
## 45006                             Seattle, WA               8.0           5.00
## 45010                               Fargo, ND              20.0          20.00
## 45011                         Los Angeles, CA               8.0           0.00
## 45013                         Jersey City, NJ               0.0           0.00
## 45015                      Moscow, MC, Russia               9.0           8.00
## 45016                             Seattle, WA               6.0           0.00
## 45017                              Newark, NJ               1.0           0.00
## 45019                          Washington, DC               7.0           4.00
## 45020                               Tampa, FL               1.0           1.00
## 45025                             Seattle, WA               9.0           2.00
## 45026                    Hyderabad, TS, India               8.0           2.00
## 45027                            San Jose, CA              17.0           6.00
## 45028                          Pittsburgh, PA               7.0           1.00
## 45029                             Spokane, WA               4.0           4.00
## 45032                     Toronto, ON, Canada              16.0           1.00
## 45035                            New York, NY              10.0           6.00
## 45036                    Bangalore, KA, India               6.0           3.00
## 45040                         Bentonville, AR               5.0           2.00
## 45041                       San Francisco, CA              12.0           4.00
## 45046                             Seattle, WA               4.0           4.00
## 45047                             Seattle, WA               8.0           0.00
## 45049                            New York, NY               2.0           2.00
## 45052                           Palo Alto, CA               8.0           8.00
## 45054                    Bangalore, KA, India               2.0           2.00
## 45055                             Raleigh, NC              22.0           4.00
## 45057                         Santa Clara, CA               7.0           4.00
## 45058                             Chicago, IL               3.0           1.00
## 45059                             Chicago, IL               6.0           0.00
## 45062                             Fairfax, VA               1.0           1.00
## 45063                       Mountain View, CA               0.0           0.00
## 45065                            New York, NY               4.0           4.00
## 45067                             Seattle, WA               9.0           4.00
## 45068                           Hillsboro, OR               9.0           9.00
## 45069                         Santa Clara, CA               8.0           6.00
## 45070                             Chicago, IL               1.0           0.00
## 45071                         Minneapolis, MN              21.0           6.00
## 45075                           Hillsboro, OR               2.0           2.00
## 45076                            New York, NY               2.0           0.00
## 45078                              Dallas, TX               2.0           2.00
## 45079                             Seattle, WA               5.0           5.00
## 45082                              Austin, TX               5.0           5.00
## 45083                       San Francisco, CA               2.0           0.00
## 45084                            New York, NY               4.0           0.00
## 45086                           Hillsboro, OR               1.0           1.00
## 45087                            New York, NY               4.0           0.00
## 45088                     Toronto, ON, Canada               5.0           3.00
## 45091                            San Jose, CA               3.0           3.00
## 45094                              Wilton, CT               5.0           2.00
## 45096                                Lehi, UT              10.0           2.00
## 45097                       San Francisco, CA               6.0           0.00
## 45101                              Dallas, TX              24.0           2.00
## 45103                              Boston, MA               9.0           2.00
## 45104                             Raleigh, NC              12.0           5.00
## 45105                            San Jose, CA              18.0           4.00
## 45107                             Seattle, WA               5.0           5.00
## 45110                         Foster City, CA               1.0           1.00
## 45113                              Boston, MA               3.0           3.00
## 45115                             Seattle, WA               0.0           0.00
## 45124                              Dallas, TX               5.0           5.00
## 45129                            New York, NY              10.0           0.00
## 45131                              Boston, MA               7.0           2.00
## 45132                              Boston, MA               8.0           0.00
## 45137                            New York, NY              20.0           1.00
## 45141                           Champaign, IL               4.0           4.00
## 45142                             Bedford, MA               2.0           0.00
## 45144                           Palo Alto, CA               5.0           4.00
## 45145                            New York, NY               3.0           3.00
## 45150                            Richmond, VA               1.0           1.00
## 45151                       Mountain View, CA               2.0           2.00
## 45155                            New York, NY               0.0           0.00
## 45160                        Redwood City, CA               5.0           2.00
## 45161                             Seattle, WA               0.0           0.00
## 45162                             Seattle, WA               4.0           4.00
## 45164                             Seattle, WA              18.0          15.00
## 45165                             Redmond, WA               5.0           1.00
## 45167                              Denver, CO               7.0           3.00
## 45173                   Vancouver, BC, Canada               5.0           4.00
## 45174                   Vancouver, BC, Canada               5.0           3.00
## 45178                          Menlo Park, CA               3.0           2.00
## 45180                      Ottawa, ON, Canada               6.0           3.00
## 45181                             Seattle, WA              10.0           8.00
## 45182                             Redmond, WA               1.0           1.00
## 45183                           Sunnyvale, CA              17.0           6.00
## 45184                            San Jose, CA              13.0           0.00
## 45188                           Hillsboro, OR              13.0          13.00
## 45194                            Montreal, MO               2.0           1.00
## 45195                            San Jose, CA              14.0           0.00
## 45197                              Austin, TX               5.0           3.00
## 45198                             Redmond, WA              18.0          15.00
## 45202                    Bengaluru, KA, India               5.0           0.00
## 45204                         Santa Clara, CA               8.0           4.00
## 45209                            San Jose, CA               6.0           4.00
## 45213                              Austin, TX               2.0           2.00
## 45222                     Shanghai, SH, China               1.0           1.00
## 45224              Amsterdam, NH, Netherlands               6.0           6.00
## 45225                  Stuttgart, BW, Germany               7.0           4.00
## 45230                              Austin, TX               5.0           3.00
## 45232                            New York, NY               3.0           1.00
## 45233                     Berlin, BE, Germany              10.0           2.00
## 45235                            New York, NY               4.0           4.00
## 45236                          Alpharetta, GA               0.0           0.00
## 45242                          Sacramento, CA              15.0           2.00
## 45243                     Toronto, ON, Canada               2.0           2.00
## 45245                     Toronto, ON, Canada               3.0           1.00
## 45247                    Hyderabad, AP, India               4.0           0.00
## 45248                            Bellevue, WA               5.0           1.00
## 45251                    Waterloo, ON, Canada               5.0           1.00
## 45252                            San Jose, CA               9.0           2.00
## 45255                           San Diego, CA               2.0           2.00
## 45256                                York, PA               5.0           5.00
## 45258                           San Diego, CA               4.0           0.00
## 45259                    Hyderabad, TS, India               5.0           1.00
## 45264              London, EN, United Kingdom               2.0           0.00
## 45265                             Seattle, WA               9.0           9.00
## 45267                       San Francisco, CA               5.0           0.00
## 45269                         Los Angeles, CA              11.0           2.00
## 45272                           Sunnyvale, CA               0.0           0.00
## 45273                             Boulder, CO               3.0           3.00
## 45274                           Palo Alto, CA               8.0           0.00
## 45276                           Palo Alto, CA               8.0           1.00
## 45277                             Seattle, WA               5.0           0.00
## 45278                            Chandler, AZ               2.0           2.00
## 45279         Dubai, DU, United Arab Emirates               8.0           3.00
## 45282                              Draper, UT               5.0           1.00
## 45284                             Houston, TX               3.0           2.00
## 45285                             Seattle, WA              10.0           3.00
## 45287                           San Diego, CA               1.0           1.00
## 45288                     Dublin, DN, Ireland               0.0           0.00
## 45289                              Austin, TX              14.0           8.00
## 45291                      Chennai, TN, India               4.0           2.00
## 45295                             Raleigh, NC               1.0           1.00
## 45298                              Denver, CO               7.0           1.00
## 45300                       Mountain View, CA               5.0           3.00
## 45302                             Seattle, WA              25.0          11.00
## 45305                            New York, NY              10.0           2.00
## 45306                              Irvine, CA               1.0           1.00
## 45309                           Cupertino, CA              20.0           5.00
## 45311                        Tokyo, TY, Japan              13.0           2.00
## 45313         Dubai, DU, United Arab Emirates               7.0           1.00
## 45314                            San Jose, CA              25.0           5.00
## 45315                             Houston, TX               8.0           8.00
## 45316                       San Francisco, CA               7.0           1.00
## 45317                           San Diego, CA              20.0           4.00
## 45318                            New York, NY               6.0           0.00
## 45324                         Santa Clara, CA               8.0           8.00
## 45325                            San Jose, CA               6.0           6.00
## 45328                             Seattle, WA              10.0           1.00
## 45329                             Seattle, WA              11.0           1.00
## 45330                          Menlo Park, CA               0.0           0.00
## 45332                             Seattle, WA               5.0           3.00
## 45333                    Bangalore, KA, India               5.0           0.00
## 45334                       San Francisco, CA               7.0           5.00
## 45337                           Palo Alto, CA              10.0          10.00
## 45339                             Seattle, WA              20.0           0.00
## 45340                          Cincinnati, OH              15.0          10.00
## 45343                      Moscow, MC, Russia               4.0           1.00
## 45344                            New York, NY               3.0           0.00
## 45346                          Burlington, MA               3.0           0.00
## 45347                       San Francisco, CA               4.0           0.00
## 45348                             Seattle, WA              12.0           0.00
## 45349                    Bangalore, KA, India               7.0           3.00
## 45350                       San Francisco, CA              16.0           9.00
## 45351                   Vancouver, BC, Canada               6.0           6.00
## 45358                             Chicago, IL               2.0           2.00
## 45361                    Bengaluru, KA, India               2.0           1.00
## 45364                         Jersey City, NJ              14.0           3.00
## 45366                            Bellevue, WA               5.0           3.00
## 45367                             Seattle, WA               5.0           3.00
## 45369                                Lehi, UT              22.0           1.00
## 45370                             Redmond, WA              14.0           7.00
## 45379                           San Diego, CA               3.0           3.00
## 45382                    Barcelona, CT, Spain              15.0           3.00
## 45384                            New York, NY              10.0           3.00
## 45388                       San Francisco, CA               1.0           1.00
## 45395                      Ottawa, ON, Canada              10.0           2.00
## 45396                   Vancouver, BC, Canada               0.0           0.00
## 45397                       Mountain View, CA              10.0           6.00
## 45401                     Toronto, ON, Canada               5.0           0.00
## 45403                            Bethesda, MD              10.0           1.00
## 45406                             Seattle, WA               6.0           1.00
## 45407              London, EN, United Kingdom               8.0           0.00
## 45409                             Redmond, WA              16.0          15.00
## 45412                          Pleasanton, CA               3.0           3.00
## 45414                          Menlo Park, CA               9.0           0.00
## 45416                    Bangalore, KA, India              10.0           0.00
## 45417                           St. Louis, MO               0.0           0.00
## 45418                        Florham Park, NJ              10.0           6.00
## 45419                          Washington, DC               1.0           1.00
## 45421                            New York, NY               2.0           2.00
## 45422                          Pittsburgh, PA               9.0           1.00
## 45424                            Carlsbad, CA               0.0           0.00
## 45425                              Irvine, CA              12.0           8.00
## 45428                  Annapolis Junction, MD               5.0           0.00
## 45433                           Cupertino, CA              15.0           5.00
## 45435                           Sunnyvale, CA              18.0           0.00
## 45439                           Palo Alto, CA               2.0           2.00
## 45441                     Berlin, BE, Germany               5.0           0.00
## 45443                         Santa Clara, CA               2.0           1.00
## 45444                            New York, NY               4.0           0.00
## 45445                       Mountain View, CA               8.0           8.00
## 45447                       San Francisco, CA              13.0           7.00
## 45449                          Menlo Park, CA               5.0           4.00
## 45450                Singapore, SG, Singapore               6.0           2.00
## 45451                           Hillsboro, OR              12.0          12.00
## 45453                    Bangalore, KA, India              11.0           7.00
## 45455                      Ottawa, ON, Canada               6.0           2.00
## 45458                             Seattle, WA              15.0           3.00
## 45463                          Burlington, VT              20.0          20.00
## 45464                             Fremont, CA               7.0           3.00
## 45465                             Fremont, CA               7.0           3.00
## 45466                              Austin, TX               7.0           7.00
## 45469                     Toronto, ON, Canada               1.0           0.00
## 45470                             Seattle, WA               3.0           1.00
## 45471                       San Francisco, CA               2.0           1.00
## 45475                            Brooklyn, NY               5.0           2.00
## 45478                          Menlo Park, CA              18.0           0.00
## 45480                       Cork, CK, Ireland               0.0           0.00
## 45482                            San Jose, CA               4.0           2.00
## 45483                             Seattle, WA               1.0           1.00
## 45484                       San Francisco, CA              15.0           0.00
## 45487                    Bengaluru, KA, India               5.0           3.00
## 45489                            Syracuse, NY               3.0           0.00
## 45494                       Mountain View, CA              11.0           1.00
## 45495                    Bangalore, KA, India               0.0           0.00
## 45497                      Ottawa, ON, Canada               6.0           3.00
## 45500                              Olathe, KS               3.0           3.00
## 45502                             Redmond, WA               5.0           5.00
## 45503                     Markham, ON, Canada              14.0           2.00
## 45504                     Berlin, BE, Germany               7.0           1.00
## 45517                             Seattle, WA               0.0           0.00
## 45519                            Bellevue, WA              11.0           1.00
## 45521                         Kansas City, MO               2.0           2.00
## 45523                       San Francisco, CA               7.0           3.00
## 45524                           Arlington, VA               4.0           0.00
## 45525                           Arlington, VA               1.0           1.00
## 45528                             Redmond, WA               5.0           2.00
## 45529                             Seattle, WA               4.0           2.00
## 45530                       San Francisco, CA              12.0           1.00
## 45531                           Sunnyvale, CA              12.0          10.00
## 45535                         Santa Clara, CA              13.0           6.00
## 45537                             Seattle, WA               4.0           0.00
## 45538                     Toronto, ON, Canada               4.0           0.00
## 45544                              Dallas, TX               5.0           0.00
## 45545                            Bellevue, WA              15.0           2.00
## 45546                             Seattle, WA               2.0           0.00
## 45547                             Seattle, WA               0.0           0.00
## 45554                             Seattle, WA               2.0           0.00
## 45555                              Boston, MA               3.0           3.00
## 45556                           San Diego, CA              24.0          15.00
## 45557              London, EN, United Kingdom               2.0           2.00
## 45559                             Seattle, WA              15.0           9.00
## 45560                            New York, NY              14.0           3.00
## 45562                             Seattle, WA              17.0          17.00
## 45563                    Bangalore, KA, India               1.0           1.00
## 45569                              Boston, MA               1.0           0.00
## 45571                              Boston, MA              12.0           6.00
## 45573                             Seattle, WA               2.0           2.00
## 45574                           Sunnyvale, CA               9.0           0.00
## 45575                       Mountain View, CA               5.0           5.00
## 45579                        Redwood City, CA              15.0           3.00
## 45581                            New York, NY               5.0           0.00
## 45590                    Tel Aviv, TA, Israel              21.0           1.00
## 45595                             Seattle, WA               8.0           4.00
## 45596              Amsterdam, NH, Netherlands               5.0           1.00
## 45603                             Chicago, IL               0.0           0.00
## 45604                           San Diego, CA               5.0           3.00
## 45605                            New York, NY              15.0           2.00
## 45610                       San Francisco, CA              12.0           2.00
## 45612                         Santa Clara, CA               2.0           2.00
## 45614                             Seattle, WA               8.0           1.00
## 45615                             Seattle, WA               1.0           0.00
## 45618                              Austin, TX               4.0           3.00
## 45621                              Frisco, TX               5.0           1.00
## 45622                          Menlo Park, CA               2.0           2.00
## 45623                        Noida, UP, India              11.0          10.00
## 45629                        Philadelphia, PA              14.0           7.00
## 45631                       San Francisco, CA              20.0          14.00
## 45632                             Atlanta, GA               1.0           0.00
## 45633                       San Francisco, CA              26.0          10.00
## 45638                             Bozeman, MT              20.0           8.00
## 45644                            New York, NY               7.0           0.00
## 45646                     Berlin, BE, Germany               6.0           4.00
## 45647                             Chicago, IL               3.0           1.00
## 45648                            Columbus, OH               0.0           0.00
## 45649                     Berlin, BE, Germany               7.0           3.00
## 45650                              Austin, TX               2.0           2.00
## 45652                            Richmond, VA               7.0           0.00
## 45653                             Seattle, WA              10.0           6.00
## 45660                             Seattle, WA              15.0           8.00
## 45661                           Los Gatos, CA              14.0           5.00
## 45664                             Seattle, WA               1.0           0.00
## 45668                       San Francisco, CA              10.0           1.00
## 45669                            New York, NY               0.0           0.00
## 45670                       San Francisco, CA              13.0           5.00
## 45671                       Mountain View, CA               9.0           1.00
## 45673                    Bangalore, KA, India               7.0           0.00
## 45676                             Redmond, WA               6.0           3.00
## 45677                          Burlington, MA               2.0           2.00
## 45678                Singapore, SG, Singapore               3.0           3.00
## 45679                        Noida, UP, India               7.0           0.00
## 45682                              Austin, TX               9.0           6.00
## 45683                             Seattle, WA              18.0           5.00
## 45684                    Hyderabad, TS, India              17.0          13.00
## 45687                           Sunnyvale, CA               5.0           2.00
## 45689                        Philadelphia, PA               3.0           0.00
## 45690                     Shanghai, SH, China               7.0           2.00
## 45691                      Taipei, TP, Taiwan               4.0           0.00
## 45694                             Seattle, WA               0.0           0.00
## 45699                         North Haven, CT               2.0           0.00
## 45702                           San Mateo, CA              10.0           4.00
## 45704                            New York, NY               4.0           3.00
## 45705                          Washington, DC              13.0           4.00
## 45708                       Madrid, MD, Spain               3.0           3.00
## 45713                         Kansas City, MO               4.0           4.00
## 45714              London, EN, United Kingdom               5.0           2.00
## 45716                           Sunnyvale, CA               8.0           5.00
## 45719                         Los Angeles, CA              10.0           0.00
## 45720                            San Jose, CA              20.0          15.00
## 45721                             Seattle, WA              16.0           6.00
## 45726                      Gdynia, PM, Poland              15.0           4.00
## 45727                         Minneapolis, MN               0.0           0.00
## 45732                          Menlo Park, CA               5.0           0.00
## 45734                             Seattle, WA               6.0           2.00
## 45738                       Mountain View, CA              15.0           0.00
## 45739                           Palo Alto, CA               7.0           4.00
## 45742                             Seattle, WA               2.0           2.00
## 45743              Amsterdam, NH, Netherlands               4.0           4.00
## 45744                             Herndon, VA               0.0           0.00
## 45746                             Seattle, WA              18.0           5.00
## 45747                             Seattle, WA               0.0           0.00
## 45749                            Portland, OR              23.0           3.00
## 45750                            New York, NY               5.0           5.00
## 45751                           Cambridge, MA              20.0           0.00
## 45753                            San Jose, CA               3.0           0.00
## 45754                             Redmond, WA               9.0           0.00
## 45757                            Palmdale, CA               6.0           6.00
## 45760                             Seattle, WA              25.0           4.00
## 45763                              Reston, VA               5.0           0.00
## 45768                              Dallas, TX               0.0           0.00
## 45774                    Bangalore, KA, India               8.0           0.00
## 45778                    Bangalore, KA, India               0.0           0.00
## 45781                            New York, NY               3.0           2.00
## 45782                      Ottawa, ON, Canada               6.0           6.00
## 45783                         Santa Clara, CA               8.0           2.00
## 45785                Singapore, SG, Singapore               5.0           0.00
## 45786                            San Jose, CA               2.0           1.00
## 45790                            Abingdon, MD               8.0           4.00
## 45791                          Fort Bragg, NC               5.0           5.00
## 45796                      Nairobi, NA, Kenya               1.0           0.00
## 45797                            New York, NY              16.0           2.00
## 45800                             Seattle, WA               9.0           0.00
## 45802                     Berlin, BE, Germany              11.0           0.00
## 45804                       San Francisco, CA              10.0           2.00
## 45806                       San Francisco, CA               6.0           3.00
## 45807                         Los Angeles, CA              14.0          14.00
## 45808                         Los Angeles, CA               5.0           4.00
## 45813                       San Francisco, CA               7.0           4.00
## 45815                            San Jose, CA              13.0           1.00
## 45816                             Herndon, VA               5.0           0.00
## 45817                              Denver, CO               6.0           2.00
## 45822                       Mountain View, CA               5.0           2.00
## 45823                       San Francisco, CA               6.0           3.00
## 45825                         Jersey City, NJ               2.0           0.00
## 45827                         Los Angeles, CA               4.0           4.00
## 45828                            Bellevue, WA               1.0           0.00
## 45830                             Orlando, FL               2.0           0.00
## 45833                            Brooklyn, NY               6.0           0.00
## 45835                       San Francisco, CA              11.0           1.00
## 45838                           Cupertino, CA               6.0           6.00
## 45839                             Seattle, WA              20.0           1.00
## 45840           Cambridge, EN, United Kingdom              11.0           1.00
## 45844                          Menlo Park, CA               4.0           0.00
## 45849                       San Francisco, CA              10.0           1.00
## 45853                               Plano, TX               2.0           2.00
## 45856                       Mountain View, CA               4.0           2.00
## 45858                       San Francisco, CA               3.0           3.00
## 45859                       Mountain View, CA              16.0           0.00
## 45860                             Seattle, WA               7.0           4.00
## 45861                        Redwood City, CA               3.0           2.00
## 45862                            New York, NY               1.0           1.00
## 45863                             Seattle, WA               6.0           0.00
## 45864                       Mountain View, CA               9.0           0.00
## 45865                           Sunnyvale, CA              18.0           2.00
## 45866                             Seattle, WA               5.0           0.00
## 45868                            New York, NY               1.0           0.00
## 45874                         Kansas City, MO               2.0           2.00
## 45882                              Austin, TX               2.0           2.00
## 45883                             Seattle, WA               0.0           0.00
## 45884                    Bangalore, KA, India               8.0           3.00
## 45889                       San Francisco, CA               5.0           1.00
## 45891                     Munich, BY, Germany               3.0           1.00
## 45892                         Foster City, CA               9.0           1.00
## 45898                            San Jose, CA               2.0           1.00
## 45901              London, EN, United Kingdom              10.0           1.00
## 45902                              Austin, TX              11.0           3.00
## 45908                      Ottawa, ON, Canada               2.0           1.00
## 45911                        Philadelphia, PA               6.0           6.00
## 45912                  Bucharest, BU, Romania               5.0           2.00
## 45915                             Chicago, IL               8.0           8.00
## 45916                    Bengaluru, KA, India               7.0           2.00
## 45917                             Seattle, WA               6.0           4.00
## 45918                            New York, NY               7.0           4.00
## 45919                           Beaverton, OR               7.0           2.00
## 45921                     Santiago, RM, Chile              24.0           1.00
## 45923                              Boston, MA              10.0           0.00
## 45925                       San Francisco, CA               5.0           1.00
## 45926                         Los Angeles, CA               6.0           3.00
## 45929                              Austin, TX               7.0           7.00
## 45930                         Kansas City, MO               3.0           3.00
## 45932                       San Francisco, CA               3.0           3.00
## 45933                    Bangalore, KA, India              20.0           0.00
## 45935                       San Francisco, CA              10.0          10.00
## 45937                       San Francisco, CA               0.0           0.00
## 45938                             Phoenix, AZ              12.0           1.00
## 45942                       San Francisco, CA               4.0           1.00
## 45944                            New York, NY               6.0           0.00
## 45945                     Toronto, ON, Canada               4.0           2.00
## 45949                          Washington, DC               6.0           6.00
## 45951                           Champaign, IL               0.0           0.00
## 45957                            San Jose, CA               3.0           1.00
## 45960                    Bengaluru, KA, India               8.0           3.00
## 45962                               Tempe, AZ               1.0           1.00
## 45963                            Brooklyn, NY               2.0           2.00
## 45965                            New York, NY              18.0           6.00
## 45967                       San Francisco, CA              10.0           1.00
## 45968                            San Jose, CA               2.0           2.00
## 45970                            Hopewell, NJ              15.0          15.00
## 45971                       Mountain View, CA               4.0           2.00
## 45972              London, EN, United Kingdom              10.0           0.00
## 45974                              Dallas, TX              12.0           1.00
## 45975                              Austin, TX               2.0           2.00
## 45976                       San Francisco, CA               0.0           0.00
## 45978                           Sunnyvale, CA              14.0           0.00
## 45980                            New York, NY               2.0           1.00
## 45981                         Santa Clara, CA               8.0           4.00
## 45982                          Sacramento, CA               0.0           0.00
## 45983                           Cambridge, MA               4.0           3.00
## 45990                              Austin, TX               2.0           2.00
## 45993                            New York, NY              10.0           7.00
## 45995                              Austin, TX               4.0           3.00
## 45997                    Bengaluru, KA, India               4.0           1.00
## 46000                     Berlin, BE, Germany              10.0           2.00
## 46005                       San Francisco, CA               7.0           0.00
## 46006                    Bangalore, KA, India               6.0           6.00
## 46008              London, EN, United Kingdom               3.0           0.00
## 46009              London, EN, United Kingdom               7.0           0.00
## 46012              London, EN, United Kingdom               5.0           0.00
## 46014                            New York, NY              20.0           3.00
## 46017                               Miami, FL               3.0           2.00
## 46018                             Raleigh, NC               5.0           5.00
## 46020                Singapore, SG, Singapore               9.0           3.00
## 46021                       San Francisco, CA               9.0           4.00
## 46026                       San Francisco, CA               7.0           1.00
## 46031                           Princeton, NJ               0.0           0.00
## 46032                           Sunnyvale, CA               7.0           0.00
## 46033                             Raleigh, NC               1.0           1.00
## 46034                              Folsom, CA              10.0          10.00
## 46035                          Menlo Park, CA              10.0           0.00
## 46039                       Mountain View, CA               5.0           2.00
## 46041                              Austin, TX              15.0           6.00
## 46042                              Irving, TX               0.0           0.00
## 46048                       San Francisco, CA              12.0           1.00
## 46049                               Plano, TX              15.0           7.00
## 46050                            New York, NY               7.0           1.00
## 46051                              Boston, MA               5.0           3.00
## 46055                           San Diego, CA               5.0           5.00
## 46060                             Redmond, WA               3.0           0.00
## 46063                            Johnston, RI               2.0           2.00
## 46065                   Vancouver, BC, Canada               3.0           3.00
## 46069                   Vancouver, BC, Canada              12.0           1.00
## 46070                             Seattle, WA               6.0           0.00
## 46072                          Menlo Park, CA              20.0           0.00
## 46073                             Seattle, WA               4.0           0.00
## 46076                             Redmond, WA               3.0           3.00
## 46080                             Redmond, WA              14.0          14.00
## 46081                   Vancouver, BC, Canada               0.0           0.00
## 46082                            San Jose, CA              13.0           3.00
## 46083                           Cupertino, CA              14.0           6.00
## 46087                         Los Angeles, CA               5.0           0.00
## 46089                       Mountain View, CA               5.0           2.00
## 46091                             Seattle, WA               8.0           1.00
## 46093                             Seattle, WA              10.0           1.00
## 46094                        Philadelphia, PA               4.0           0.00
## 46096                             Seattle, WA               6.0           3.00
## 46099                             Seattle, WA               6.0           5.00
## 46101                             Chicago, IL               7.0           5.00
## 46102                             Redmond, WA               6.0           4.00
## 46104                           Los Gatos, CA              21.0           0.00
## 46105                           San Bruno, CA               7.0           0.00
## 46106                          Menlo Park, CA              10.0           1.00
## 46107                     Calgary, AB, Canada               3.0           3.00
## 46109                           Palo Alto, CA               4.0           4.00
## 46110                             Redmond, WA               4.0           2.00
## 46111                             Phoenix, AZ               2.0           2.00
## 46113                       Mountain View, CA               3.0           0.00
## 46115                    Hyderabad, AP, India               4.0           2.00
## 46118                            New York, NY              17.0           7.00
## 46119                       Milano, LO, Italy              13.0           4.00
## 46124                             Seattle, WA               1.0           1.00
## 46126                       Haifa, HA, Israel              11.0           1.00
## 46127                     Toronto, ON, Canada               1.0           1.00
## 46128              London, EN, United Kingdom              25.0           3.00
## 46138                             Seattle, WA              12.0           8.00
## 46140                             Seattle, WA               7.0           0.00
## 46141                             Seattle, WA               7.0           0.00
## 46142                           Cupertino, CA               9.0           2.00
## 46143                         Minneapolis, MN               2.0           2.00
## 46145                            San Jose, CA               6.0           3.00
## 46148                      Moscow, MC, Russia               5.0           2.00
## 46149                            San Jose, CA              14.0          14.00
## 46150                          Washington, DC               4.0           0.00
## 46153                         Santa Clara, CA              10.0          10.00
## 46154                     Markham, ON, Canada               2.0           2.00
## 46155                     Toronto, ON, Canada               2.0           2.00
## 46158                              Dallas, TX               4.0           0.00
## 46160                             Seattle, WA               6.0           2.00
## 46162                            Milpitas, CA               1.0           1.00
## 46163                             Boulder, CO               7.0           2.00
## 46164                             Chicago, IL               1.0           0.00
## 46167                       San Francisco, CA              14.0           6.00
## 46168                             Redmond, WA               4.0           0.00
## 46169                        Redwood City, CA              21.0           9.00
## 46170                     Toronto, ON, Canada               4.0           4.00
## 46173                             Seattle, WA              10.0           6.00
## 46174                              Newark, CA               1.0           0.00
## 46178                             Seattle, WA              15.0           0.00
## 46179                            New York, NY               6.0           6.00
## 46180                          Washington, DC              21.0           6.00
## 46181                      Salt Lake City, UT               5.0           5.00
## 46187                           Sunnyvale, CA               4.0           1.00
## 46190                       San Francisco, CA              10.0           0.00
## 46191                             Seattle, WA              10.0           1.00
## 46192                             Seattle, WA              15.0           0.00
## 46194                       San Francisco, CA               3.0           0.00
## 46195                           Hillsboro, OR               5.0           5.00
## 46197                            New York, NY              15.0           1.00
## 46198                              Dulles, VA               9.0           0.00
## 46199                           Cupertino, CA               4.0           4.00
## 46201                       Mountain View, CA               3.0           3.00
## 46205                              Boston, MA               5.0           3.00
## 46207                             Seattle, WA               4.0           4.00
## 46209                       San Francisco, CA               7.0           1.00
## 46210                           San Diego, CA              10.0           5.00
## 46211                             Seattle, WA               3.0           3.00
## 46214                           San Diego, CA               2.0           2.00
## 46216                              Denver, CO              13.0           1.00
## 46223                            San Jose, CA               2.0           2.00
## 46226                             Seattle, WA               5.0           1.00
## 46228                            New York, NY               8.0           0.00
## 46229                              Boston, MA               3.0           3.00
## 46235                           Sunnyvale, CA              20.0           4.00
## 46236                         Santa Clara, CA              10.0           0.00
## 46237                             Fairfax, VA               0.0           0.00
## 46239                         Santa Clara, CA              12.0           0.00
## 46242                    Hyderabad, TS, India               1.0           1.00
## 46245                          Pittsburgh, PA               6.0           4.00
## 46246                            New York, NY               1.0           1.00
## 46252                           San Ramon, CA               6.0           5.00
## 46253                       San Francisco, CA               3.0           1.00
## 46256                           San Diego, CA               8.0           3.00
## 46262                             Seattle, WA               0.0           0.00
## 46263                          Menlo Park, CA               5.0           0.00
## 46267                              Austin, TX              16.0           5.00
## 46269             Cape Town, WC, South Africa               7.0           2.00
## 46271                       Mountain View, CA               3.0           3.00
## 46276                     California City, CA               5.0           4.00
## 46278                           Palo Alto, CA               7.0           0.00
## 46282                            San Jose, CA               3.0           3.00
## 46283                          Moorestown, NJ               2.0           1.00
## 46285                             Seattle, WA               2.0           0.00
## 46287                       San Francisco, CA               2.0           0.00
## 46288                              Dallas, TX               1.0           0.00
## 46289                             Seattle, WA               7.0           5.00
## 46290                              Irvine, CA               4.0           0.00
## 46296                           Arlington, VA               2.0           0.00
## 46297                          Washington, DC               2.0           2.00
## 46304                               Provo, UT               3.0           3.00
## 46305                              Austin, TX               0.0           0.00
## 46306                             Chicago, IL               4.0           0.00
## 46308                              Boston, MA               8.0           2.00
## 46309                      Gurgaon, HR, India               1.0           1.00
## 46311                             Redmond, WA               6.0           2.00
## 46314                     Munich, BY, Germany               7.0           3.00
## 46316                            San Jose, CA               4.0           1.00
## 46317                         Jersey City, NJ               3.0           3.00
## 46318                     Vienna, WI, Austria               2.0           2.00
## 46320                       San Francisco, CA               8.0           1.00
## 46321                              Boston, MA               1.0           1.00
## 46323              London, EN, United Kingdom               4.0           0.00
## 46325                    Bangalore, KA, India               3.0           3.00
## 46326                           Englewood, CO               4.0           4.00
## 46328                          Pleasanton, CA              20.0           5.00
## 46332                              Denver, CO               1.0           0.00
## 46335                             Malvern, PA               1.0           0.00
## 46336                             Seattle, WA              16.0           6.00
## 46337                    Waterloo, ON, Canada               5.0           4.00
## 46338                       San Francisco, CA              24.0           5.00
## 46339                    Hyderabad, TS, India               3.0           0.00
## 46340              London, EN, United Kingdom               6.0           0.00
## 46342                     Berlin, BE, Germany               9.0           2.00
## 46345                            New York, NY              10.0           2.00
## 46346                            Chandler, AZ              25.0          18.00
## 46350                             Raleigh, NC               1.0           0.00
## 46352                           Sunnyvale, CA               5.0           1.00
## 46355                          Menlo Park, CA              13.0           8.00
## 46361                          Menlo Park, CA               3.0           0.00
## 46362                            New York, NY               4.0           4.00
## 46363                             Atlanta, GA               2.0           0.00
## 46368                            New York, NY              15.0           3.00
## 46369                       San Francisco, CA               0.0           0.00
## 46370                         Foster City, CA              10.0           0.00
## 46373              London, EN, United Kingdom              11.0           2.00
## 46375                            New York, NY              10.0           7.00
## 46376                       Mountain View, CA               5.0           2.00
## 46379                          Providence, RI               1.0           1.00
## 46381                     Toronto, ON, Canada              15.0           1.00
## 46382                       Mountain View, CA               3.0           3.00
## 46384                          Menlo Park, CA               4.0           2.00
## 46385                            San Jose, CA               7.0           3.00
## 46387                              Boston, MA               1.0           1.00
## 46389                             Seattle, WA               4.0           2.00
## 46390                              Dallas, TX               5.0           2.00
## 46392                            San Jose, CA               4.0           3.00
## 46398                     Berlin, BE, Germany               4.0           3.00
## 46399                       Mountain View, CA               9.0           6.00
## 46403                     Toronto, ON, Canada              20.0           5.00
## 46404                             Herndon, VA              10.0           2.00
## 46405                       Madrid, MD, Spain              13.0           2.00
## 46409                    Bangalore, KA, India               5.0           2.00
## 46410                       San Francisco, CA               1.0           0.00
## 46414                              Austin, TX               3.0           0.00
## 46419                       Mountain View, CA               3.0           3.00
## 46421                   Vancouver, BC, Canada              10.0           2.00
## 46423                         Santa Clara, CA               3.0           3.00
## 46424                            New York, NY               6.0           4.00
## 46426                             Ireland, IN               4.0           1.00
## 46427                          Menlo Park, CA               7.0           1.00
## 46428                      Gurgaon, HR, India              10.0           1.00
## 46429                    Hyderabad, TS, India               2.0           0.00
## 46430                              Austin, TX              10.0           4.00
## 46432                       San Francisco, CA               4.0           0.00
## 46435                             Chicago, IL              22.0           3.00
## 46436                              Boston, MA               6.0           2.00
## 46439                             Seattle, WA              10.0           2.00
## 46442                          Menlo Park, CA               8.0           0.00
## 46445                             Redmond, WA               0.0           0.00
## 46447                    Bangalore, KA, India               4.0           4.00
## 46450                            New York, NY               3.0           3.00
## 46451                            New York, NY               3.0           3.00
## 46458                             Seattle, WA               2.0           1.00
## 46460                              Austin, TX               1.0           1.00
## 46463                     Berlin, BE, Germany               1.0           1.00
## 46464                            New York, NY               4.0           0.00
## 46468                            San Jose, CA              15.0           5.00
## 46469                         Santa Clara, CA               9.0           9.00
## 46471                 Dusseldorf, NW, Germany               5.0           5.00
## 46473                          Washington, DC               5.0           2.00
## 46475                              Austin, TX              11.0           0.00
## 46476                             Redmond, WA               1.0           1.00
## 46477                           San Diego, CA               4.0           4.00
## 46482                           Cupertino, CA               9.0           2.00
## 46484                            New York, NY               0.0           0.00
## 46487                       San Francisco, CA              12.0           1.00
## 46491                       Mountain View, CA               0.0           0.00
## 46492                              Boston, MA               5.0           2.00
## 46494                         Minneapolis, MN              20.0           6.00
## 46496                           Cupertino, CA               5.0           5.00
## 46498                         Santa Clara, CA               8.0           0.00
## 46499                    Bengaluru, KA, India               4.0           2.00
## 46501                             Seattle, WA              10.0           7.00
## 46502                   Vancouver, BC, Canada              12.0           2.00
## 46503                            New York, NY               3.0           1.00
## 46504                            San Jose, CA               0.0           0.00
## 46505                       San Francisco, CA               4.0           3.00
## 46506                    Tel Aviv, TA, Israel              19.0           3.00
## 46510             Cape Town, WC, South Africa               6.0           3.00
## 46512                    Hyderabad, AP, India               3.0           2.00
## 46513                    Hyderabad, TS, India               7.0           6.00
## 46514                           Sunnyvale, CA               4.0           0.00
## 46517              London, EN, United Kingdom               3.0           2.00
## 46518                            Sorrento, FL               7.0           0.00
## 46520                      Moscow, MC, Russia               5.0           2.00
## 46521                              Natick, MA               8.0           8.00
## 46522                        Santa Monica, CA               4.0           0.00
## 46523              London, EN, United Kingdom               9.0           1.00
## 46524                            New York, NY               4.0           0.00
## 46526                            Chandler, AZ               3.0           3.00
## 46527                         Albuquerque, NM               4.0           3.00
## 46529                             Redmond, WA               3.0           0.00
## 46530                     Munich, BY, Germany              14.0           1.00
## 46531                               Miami, FL              11.0           4.00
## 46532                     Toronto, ON, Canada               6.0           1.00
## 46533                          Menlo Park, CA               1.0           0.00
## 46534              London, EN, United Kingdom               2.0           0.00
## 46535                       San Francisco, CA               2.0           0.00
## 46536                          Pleasanton, CA               1.0           1.00
## 46539                       San Francisco, CA               5.0           3.00
## 46540                             Redmond, WA              20.0          11.00
## 46545                       Mumbai, MH, India               5.0           1.00
## 46554                             Seattle, WA              15.0           4.00
## 46556                       San Francisco, CA              15.0           1.00
## 46557                       San Francisco, CA               0.0           0.00
## 46558                             Gilbert, AZ               2.0           2.00
## 46560                            New York, NY              15.0           7.00
## 46561                          Menlo Park, CA              14.0           4.00
## 46565                            New York, NY               5.0           3.00
## 46566                            San Jose, CA               2.0           2.00
## 46567                       San Francisco, CA               5.0           0.00
## 46568                            San Jose, CA               3.0           0.00
## 46573                       San Francisco, CA               3.0           2.00
## 46576          Manchester, EN, United Kingdom               7.0           4.00
## 46579                       Mountain View, CA               3.0           3.00
## 46580                   Vancouver, BC, Canada               6.0           1.00
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## 46031   Male  Bachelor
## 46032   Male    Master
## 46033   Male  Bachelor
## 46034   Male  Bachelor
## 46035   Male  Bachelor
## 46039   Male  Bachelor
## 46041   Male    Master
## 46042   Male  Bachelor
## 46048   Male  Bachelor
## 46049   Male  Bachelor
## 46050 Female    Master
## 46051 Female    Master
## 46055   Male  Bachelor
## 46060   Male    Master
## 46063   Male       PhD
## 46065  Other  Bachelor
## 46069   Male    Master
## 46070   Male  Bachelor
## 46072   Male    Master
## 46073 Female    Master
## 46076   Male  Bachelor
## 46080   Male    Master
## 46081   Male  Bachelor
## 46082   Male    Master
## 46083 Female     Other
## 46087   Male    Master
## 46089   Male  Bachelor
## 46091   Male    Master
## 46093   Male  Bachelor
## 46094   Male    Master
## 46096   Male    Master
## 46099 Female  Bachelor
## 46101   Male  Bachelor
## 46102   Male       PhD
## 46104   Male  Bachelor
## 46105   Male  Bachelor
## 46106   Male    Master
## 46107   Male  Bachelor
## 46109   Male    Master
## 46110 Female  Bachelor
## 46111   Male  Bachelor
## 46113 Female    Master
## 46115   Male  Bachelor
## 46118 Female  Bachelor
## 46119   Male    Master
## 46124   Male    Master
## 46126   Male  Bachelor
## 46127   Male    Master
## 46128   Male  Bachelor
## 46138   Male    Master
## 46140 Female       PhD
## 46141   Male  Bachelor
## 46142   Male    Master
## 46143 Female  Bachelor
## 46145   Male    Master
## 46148 Female    Master
## 46149 Female  Bachelor
## 46150   Male       PhD
## 46153   Male       PhD
## 46154   Male  Bachelor
## 46155   Male  Bachelor
## 46158   Male    Master
## 46160   Male    Master
## 46162 Female    Master
## 46163   Male  Bachelor
## 46164   Male  Bachelor
## 46167   Male    Master
## 46168   Male    Master
## 46169   Male    Master
## 46170 Female    Master
## 46173   Male  Bachelor
## 46174   Male  Bachelor
## 46178   Male  Bachelor
## 46179   Male  Bachelor
## 46180   Male  Bachelor
## 46181   Male  Bachelor
## 46187   Male  Bachelor
## 46190   Male    Master
## 46191   Male    Master
## 46192   Male  Bachelor
## 46194 Female    Master
## 46195   Male  Bachelor
## 46197   Male    Master
## 46198   Male  Bachelor
## 46199   Male  Bachelor
## 46201 Female    Master
## 46205 Female  Bachelor
## 46207   Male  Bachelor
## 46209   Male  Bachelor
## 46210   Male  Bachelor
## 46211   Male    Master
## 46214   Male  Bachelor
## 46216 Female  Bachelor
## 46223   Male    Master
## 46226   Male       PhD
## 46228   Male  Bachelor
## 46229   Male    Master
## 46235   Male    Master
## 46236 Female    Master
## 46237   Male  Bachelor
## 46239 Female    Master
## 46242   Male  Bachelor
## 46245   Male    Master
## 46246   Male  Bachelor
## 46252   Male  Bachelor
## 46253 Female    Master
## 46256 Female  Bachelor
## 46262   Male  Bachelor
## 46263   Male  Bachelor
## 46267   Male  Bachelor
## 46269   Male  Bachelor
## 46271   Male       PhD
## 46276   Male  Bachelor
## 46278   Male    Master
## 46282   Male    Master
## 46283   Male  Bachelor
## 46285   Male  Bachelor
## 46287   Male    Master
## 46288   Male  Bachelor
## 46289   Male    Master
## 46290   Male  Bachelor
## 46296   Male  Bachelor
## 46297   Male  Bachelor
## 46304 Female    Master
## 46305   Male    Master
## 46306   Male  Bachelor
## 46308   Male  Bachelor
## 46309   Male  Bachelor
## 46311 Female  Bachelor
## 46314   Male  Bachelor
## 46316   Male    Master
## 46317 Female  Bachelor
## 46318   Male  Bachelor
## 46320   Male  Bachelor
## 46321   Male  Bachelor
## 46323   Male  Bachelor
## 46325   Male  Bachelor
## 46326   Male  Bachelor
## 46328   Male  Bachelor
## 46332   Male  Bachelor
## 46335   Male  Bachelor
## 46336   Male  Bachelor
## 46337   Male    Master
## 46338 Female  Bachelor
## 46339   Male  Bachelor
## 46340   Male    Master
## 46342   Male  Bachelor
## 46345   Male    Master
## 46346   Male  Bachelor
## 46350   Male  Bachelor
## 46352   Male    Master
## 46355   Male       PhD
## 46361   Male    Master
## 46362   Male  Bachelor
## 46363   Male    Master
## 46368   Male    Master
## 46369   Male  Bachelor
## 46370   Male    Master
## 46373   Male    Master
## 46375   Male  Bachelor
## 46376   Male  Bachelor
## 46379   Male  Bachelor
## 46381   Male    Master
## 46382 Female    Master
## 46384 Female    Master
## 46385   Male    Master
## 46387 Female    Master
## 46389   Male  Bachelor
## 46390   Male  Bachelor
## 46392 Female    Master
## 46398   Male  Bachelor
## 46399   Male  Bachelor
## 46403   Male    Master
## 46404   Male    Master
## 46405 Female  Bachelor
## 46409   Male  Bachelor
## 46410 Female       PhD
## 46414   Male    Master
## 46419 Female    Master
## 46421   Male    Master
## 46423   Male  Bachelor
## 46424   Male  Bachelor
## 46426   Male    Master
## 46427   Male    Master
## 46428   Male    Master
## 46429   Male  Bachelor
## 46430   Male  Bachelor
## 46432   Male  Bachelor
## 46435   Male  Bachelor
## 46436   Male  Bachelor
## 46439   Male  Bachelor
## 46442   Male    Master
## 46445   Male    Master
## 46447   Male  Bachelor
## 46450 Female    Master
## 46451   Male  Bachelor
## 46458   Male    Master
## 46460   Male    Master
## 46463   Male  Bachelor
## 46464   Male    Master
## 46468   Male       PhD
## 46469   Male    Master
## 46471   Male    Master
## 46473 Female    Master
## 46475   Male  Bachelor
## 46476   Male    Master
## 46477   Male  Bachelor
## 46482   Male  Bachelor
## 46484   Male  Bachelor
## 46487   Male    Master
## 46491   Male    Master
## 46492   Male    Master
## 46494   Male  Bachelor
## 46496 Female  Bachelor
## 46498   Male    Master
## 46499   Male    Master
## 46501   Male    Master
## 46502   Male  Bachelor
## 46503   Male    Master
## 46504   Male    Master
## 46505   Male    Master
## 46506   Male  Bachelor
## 46510   Male  Bachelor
## 46512   Male  Bachelor
## 46513   Male  Bachelor
## 46514 Female    Master
## 46517   Male  Bachelor
## 46518   Male  Bachelor
## 46520   Male    Master
## 46521   Male       PhD
## 46522   Male  Bachelor
## 46523   Male  Bachelor
## 46524   Male  Bachelor
## 46526   Male    Master
## 46527   Male    Master
## 46529 Female  Bachelor
## 46530   Male    Master
## 46531   Male    Master
## 46532 Female  Bachelor
## 46533 Female    Master
## 46534 Female  Bachelor
## 46535   Male  Bachelor
## 46536   Male  Bachelor
## 46539 Female    Master
## 46540   Male    Master
## 46545   Male  Bachelor
## 46554 Female    Master
## 46556   Male  Bachelor
## 46557   Male  Bachelor
## 46558   Male  Bachelor
## 46560   Male  Bachelor
## 46561   Male    Master
## 46565   Male  Bachelor
## 46566 Female    Master
## 46567   Male    Master
## 46568   Male  Bachelor
## 46573 Female  Bachelor
## 46576   Male    Master
## 46579   Male       PhD
## 46580   Male    Master
##  [ reached 'max' / getOption("max.print") -- omitted 6938 rows ]
#The we need to use the function again to create the tuning set 
tune_and_test_index2 <- createDataPartition(tune_and_test2$totalyearlycompensation,
                                           p = .5,
                                           list = FALSE,
                                           times = 1)
tune2 <- tune_and_test2[tune_and_test_index2, ]
test2 <- tune_and_test2[-tune_and_test_index2, ]
dim(train2)
## [1] 19437     8
dim(test2) 
## [1] 4164    8
dim(tune2)
## [1] 4165    8
str(data4)
## 'data.frame':    27766 obs. of  8 variables:
##  $ company                : Factor w/ 3 levels "Other","Tier2",..: 2 2 3 3 1 1 3 3 3 2 ...
##  $ title                  : Factor w/ 3 levels "BUSI.MGMT","Engineer.Scientist",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ totalyearlycompensation: int  125000 170000 332000 240000 310000 105000 200000 187000 307000 500000 ...
##  $ location               : Factor w/ 825 levels "Aachen, NW, Germany",..: 782 504 547 183 480 325 708 183 640 640 ...
##  $ yearsofexperience      : num  1 0 1 3 25 2 0 1 3 4 ...
##  $ yearsatcompany         : num  0 0 0 3 9 0 0 1 0 0 ...
##  $ gender                 : Factor w/ 3 levels "Female","Male",..: 2 2 2 1 2 2 1 2 2 2 ...
##  $ Education              : Factor w/ 4 levels "Bachelor","Other",..: 4 3 4 4 4 3 4 4 4 4 ...
features2 <- train2[,-3] # dropping the target variable (totalyearlycompensation). 

target2 <- train2$totalyearlycompensation
str(features2)
## 'data.frame':    19437 obs. of  7 variables:
##  $ company          : Factor w/ 3 levels "Other","Tier2",..: 2 1 1 3 3 1 3 3 2 3 ...
##  $ title            : Factor w/ 3 levels "BUSI.MGMT","Engineer.Scientist",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ location         : Factor w/ 825 levels "Aachen, NW, Germany",..: 504 480 325 708 183 186 708 667 638 708 ...
##  $ yearsofexperience: num  0 25 2 0 1 2 1 0 0 1 ...
##  $ yearsatcompany   : num  0 9 0 0 1 2 0 0 0 0 ...
##  $ gender           : Factor w/ 3 levels "Female","Male",..: 2 2 2 1 2 2 2 2 2 1 ...
##  $ Education        : Factor w/ 4 levels "Bachelor","Other",..: 3 4 3 4 4 4 4 4 4 4 ...
str(target2)
##  int [1:19437] 170000 310000 105000 200000 187000 168000 246000 253000 156000 250000 ...
fitControl <- trainControl(method = "repeatedcv",
                          number = 10,
                          repeats = 5) 

tree.grid <- expand.grid(maxdepth=c(3:20))
#Step 3: Train the model
set.seed(777)
salary_mdl2 <- train(x=features2,
                y=target2,
                method="rpart2",#type of model uses maxdepth to select a model
                trControl=fitControl,#previously created
                tuneGrid=tree.grid,#expanded grid
                metric="RMSE")
str(target2)
##  int [1:19437] 170000 310000 105000 200000 187000 168000 246000 253000 156000 250000 ...
# View the results, comment on how the model performed and which variables appear to be contributing the most (variable importance)  
salary_mdl2
## CART 
## 
## 19437 samples
##     7 predictor
## 
## No pre-processing
## Resampling: Cross-Validated (10 fold, repeated 5 times) 
## Summary of sample sizes: 17493, 17493, 17492, 17494, 17493, 17492, ... 
## Resampling results across tuning parameters:
## 
##   maxdepth  RMSE      Rsquared   MAE     
##    3        109564.8  0.3329484  68955.57
##    4        107721.6  0.3554091  67837.14
##    5        106160.0  0.3743191  66027.77
##    6        105181.7  0.3861172  65041.39
##    7        103892.5  0.4012722  64134.13
##    8        104887.1  0.3917367  64263.43
##    9        105008.8  0.3905071  64232.11
##   10        104969.7  0.3910274  64194.54
##   11        104969.7  0.3910274  64194.54
##   12        104969.7  0.3910274  64194.54
##   13        104969.7  0.3910274  64194.54
##   14        104969.7  0.3910274  64194.54
##   15        104969.7  0.3910274  64194.54
##   16        104969.7  0.3910274  64194.54
##   17        104969.7  0.3910274  64194.54
##   18        104969.7  0.3910274  64194.54
##   19        104969.7  0.3910274  64194.54
##   20        104969.7  0.3910274  64194.54
## 
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was maxdepth = 7.
salary_mdl2$finalModel
## n= 19437 
## 
## node), split, n, deviance, yval
##       * denotes terminal node
## 
##  1) root 19437 3.516988e+14 204170.00  
##    2) location=Abingdon, MD,Albany, NY,Albuquerque, NM,Alexandria, VA,Aliso Viejo, CA,Almaty, AC, Kazakhstan,Alpharetta, GA,Altrincham, EN, United Kingdom,American Fork, UT,Ames, IA,Amstelveen, NH, Netherlands,Amsterdam, NH, Netherlands,Amsterdam, NY,Anaheim, CA,Ankara, AN, Turkey,Ann Arbor, MI,Annapolis Junction, MD,Annapolis, MD,Antioch, TN,Arizona City, AZ,Arlington Heights, IL,Arlington, VA,Armonk, NY,Ashburn, VA,Athlone, WH, Ireland,Atlanta, GA,Atlanta, NY,Auckland, AU, New Zealand,Augusta, GA,Aurora, CO,Austin, TX,Bala Cynwyd, PA,Ballston Spa, NY,Baltimore, MD,Bangalore, KA, India,Bangkok, BM, Thailand,Barcelona, CT, Spain,Basel, BS, Switzerland,Basking Ridge, NJ,Baton Rouge, LA,Beaverton, OR,Bedford, MA,Beijing, BJ, China,Belfast, NI, United Kingdom,Belgrade, SR, Serbia,Belo Horizonte, MG, Brazil,Bend, OR,Bengaluru, KA, India,Bentonville, AR,Berlin, BE, Germany,Berlin, CT,Berwyn, PA,Bethesda, MD,Bielefeld, NW, Germany,Birmingham, AL,Birmingham, EN, United Kingdom,Bloomfield, CT,Bloomington, IL,Bloomington, MN,Boca Raton, FL,Bogota, DC, Colombia,Boise, ID,Bolivia, NC,Bonn, NW, Germany,Bothell, WA,Bournemouth, EN, United Kingdom,Boxborough, MA,Bozeman, MT,Braga, BR, Portugal,Bratislava, BL, Slovakia,Brazil, IN,Bridgeport, CT,Bridgewater, NJ,Brighton, EN, United Kingdom,Brisbane, QL, Australia,Bristol, CT,Bristol, EN, United Kingdom,Brno, JM, Czech Republic,Brooklyn Park, MN,Broomfield, CO,Bucharest, BU, Romania,Budapest, BU, Hungary,Buenos Aires, DF, Argentina,Buffalo, NY,Burbank, CA,Burlington, MA,Burlington, VT,Burnaby, BC, Canada,Burnsville, MN,Butte, MT,Calgary, AB, Canada,Camas, WA,Cambridge, EN, United Kingdom,Campbell, CA,Campinas, SP, Brazil,Canonsburg, PA,Cape Town, WC, South Africa,Carlsbad, CA,Carpinteria, CA,Cary, NC,Cedar Rapids, IA,Centreville, VA,Champaign, IL,Chandler Heights, AZ,Chandler, AZ,Chantilly, VA,Charleston, SC,Charleston, WV,Charlotte, NC,Chengdu, SC, China,Chennai, TN, India,Chicago Heights, IL,Chicago, IL,Chisinau, CE, Moldova,Cincinnati, OH,Ciudad de Mexico, MX, Mexico,Claremont, CA,Cleveland, OH,Cochin, KL, India,Cologne, NW, Germany,Colorado Springs, CO,Columbia, MD,Columbia, MO,Columbus, IN,Columbus, OH,Concord, NC,Copenhagen , SK, Denmark,Coppell, TX,Cork, CK, Ireland,Corvallis, OR,Costa Mesa, CA,Covington, KY,Culver City, CA,Cypress, CA,Dallas, TX,Daly City, CA,Dearborn, MI,Debrecen, HB, Hungary,Delhi, DL, India,Denver, CO,Des Moines, IA,Detroit, ME,Detroit, MI,Doha, DA, Qatar,Dortmund, NW, Germany,Draper, UT,Dresden, SN, Germany,Dubai, DU, United Arab Emirates,Dublin, CA,Dublin, DN, Ireland,Dublin, GA,Dublin, IN,Dublin, OH,Dulles, VA,Durham, NC,Dusseldorf, NW, Germany,Eden Prairie, MN,Edgewater, NJ,Edinburgh, SC, United Kingdom,Edison, NJ,Edmonton, AB, Canada,Egypt, AR,Ekaterinburg, SV, Russia,El Segundo, CA,Elkridge, MD,Englewood, CO,Eugene, OR,Everett, WA,Exton, PA,Fairfax, VA,Fall River, MA,Falls Church, VA,Fargo, ND,Florham Park, NJ,Florianopolis, SC, Brazil,Folsom, CA,Fort Bragg, NC,Fort Collins, CO,Fort George G Meade, MD,Fort Knox, KY,Fort Lauderdale, FL,Fort Myers, FL,Fort Worth, TX,Foster City, CA,Fountain Inn, SC,Framingham, MA,Frankfurt, HE, Germany,Franklin, TN,Fredericksburg, VA,Fredericton, NB, Canada,Fremont, CA,Frisco, TX,Fulton, MD,Gaithersburg, MD,Galway, GY, Ireland,Garner, NC,Gdansk, PM, Poland,Gdynia, PM, Poland,Georgiana, AL,Gilbert, AZ,Giza, JZ, Egypt,Glasgow, SC, United Kingdom,Glen Allen, VA,Glendale, CA,Goa, GA, India,Goshen, IN,Grand Rapids, MI,Graz, ST, Austria,Greenville, SC,Greenwood Village, CO,Guadalajara, JA, Mexico,Gurgaon, HR, India,Haifa, HA, Israel,Halifax, NS, Canada,Hamburg, HH, Germany,Hangzhou, ZJ, China,Harrisburg, PA,Hartford, CT,Hatfield, EN, United Kingdom,Hawthorne, CA,Hazelwood, MO,Heidelberg, BW, Germany,Helena, MT,Helsinki, ES, Finland,Heredia, HE, Costa Rica,Hermitage, TN,Herzliyya, TA, Israel,Hillsboro, OH,Hillsboro, OR,Ho Chi Minh City, HC, Vietnam,Hoffman Estates, IL,Hollywood, CA,Holmdel, NJ,Holtsville, NY,Hong Kong, HK, Hong Kong (SAR),Hoofddorp, NH, Netherlands,Hopewell Junction, NY,Hopewell, NJ,Houston, TX,Hsin-chu, TP, Taiwan,Hudson, MA,Hudson, NH,Hunt Valley, MD,Huntington Beach, CA,Huntsville, AL,Hyderabad, AP, India,Hyderabad, TS, India,Indianapolis, IN,Ingolstadt, BY, Germany,Ireland, IN,Irvine, CA,Irving, TX,Issaquah, WA,Italy, TX,Jacksonville, FL,Jakarta, JK, Indonesia,Jamaica Beach, TX,Jeddah, MK, Saudi Arabia,Jersey City, NJ,Jerusalem, JM, Israel,Johannesburg, GT, South Africa,Johnson City, TN,Johnston, RI,Kaliningrad, KN, Russia,Kanata, ON, Canada,Kansas City, KS,Kansas City, MO,Karlsruhe, BW, Germany,Kazan, TT, Russia,Kent, WA,Kharkiv, KK, Ukraine,Kherson, MY, Ukraine,Kiev, KC, Ukraine,King of Prussia, PA,Kitchener, ON, Canada,Kochi, KL, India,Kolkata, WB, India,Krakow, MA, Poland,Kuala Lumpur, KL, Malaysia,La Canada Flintridge, CA,La Crosse, WI,Lafayette, LA,Lake Forest, CA,Lake Mary, FL,Lake Saint Louis, MO,Lansing, MI,Las Vegas, NV,Leamington, EN, United Kingdom,Lehi, UT,Leixlip, KE, Ireland,Lenexa, KS,Levis, QC, Canada,Lima, LI, Peru,Limerick, LK, Ireland,Lindau, BY, Germany,Lisbon, LI, Portugal,Littleton, CO,Littleton, MA,Liverpool, NY,Lodz, LD, Poland,London, EN, United Kingdom,Londonderry, VT,Long Beach, CA,Longmont, CO,Louisville, KY,Lund, SN, Sweden,Luxembourg, LU, Luxembourg,Lviv, LV, Ukraine,Madison, WI,Madrid, MD, Spain,Malaga, AN, Spain,Malvern, PA,Manassas, VA,Manchester, EN, United Kingdom,Manchester, NH,Mandaluyong City, MM, Philippines,Manhattan, NY,Maple Shade, NJ,Markham, ON, Canada,Marlborough, MA,Maryland Heights, MO,Mason, OH,Mc Lean, VA,Mckinney, TX,Mechanicsburg, PA,Medellin, AN, Colombia,Melbourne, FL,Melbourne, VI, Australia,Memphis, TN,Menomonee Falls, WI,Meriden, CT,Merrimack, NH,Mexico, DF, Mexico,Miami, FL,Middletown, NJ,Midvale, UT,Milano, LO, Italy,Milford, MI,Milwaukee, WI,Minneapolis, MN,Minsk, HM, Belarus,Minsk, MI, Belarus,Mississauga, ON, Canada,Mississippi State, MS,Missouri City, MO,Mobile, AL,Moline, IL,Montreal, MO,Montreal, QC, Canada,Moorestown, NJ,Morgantown, WV,Morrisville, NC,Moscow Mills, MO,Moscow, ID,Moscow, MC, Russia,Mount Laurel, NJ,Mumbai, MH, India,Munich, BY, Germany,Murray, UT,Nagoya, AI, Japan,Naperville, IL,Naples, FL,Nashua, NH,Nashville, TN,Natick, MA,Neuchatel, NE, Switzerland,New Delhi, DL, India,New Haven, CT,New York Mills, NY,Newark, CA,Newark, DE,Newark, NJ,Newcastle Upon Tyne, EN, United Kingdom,Newport Beach, CA,Newton, MA,Newtown Square, PA,Nice, PR, France,Nizhniy Novgorod, NZ, Russia,Noida, UP, India,North Haven, CT,North Houston, TX,North Reading, MA,Northampton, EN, United Kingdom,Northbrook, IL,Northridge, CA,Norwalk, CT,Nottingham, EN, United Kingdom,Nurnberg, BY, Germany,O Fallon, MO,Ogden, UT,Oklahoma City, OK,Olathe, KS,Omaha, NE,Oregon City, OR,Orlando, FL,Osaka, OS, Japan,Oshawa, ON, Canada,Oslo, OS, Norway,Ottawa, ON, Canada,Overland Park, KS,Owings Mills, MD,Oxford, MS,Palm Bay, FL,Palmdale, CA,Panchiao, TP, Taiwan,Paris, IL, France,Parsippany, NJ,Pasadena, CA,Pasir Ris, SG, Singapore,Penang, PG, Malaysia,Petach Tikva, HM, Israel,Petah Tiqva, HM, Israel,Philadelphia, PA,Phoenix, AZ,Pittsburgh, PA,Plano, TX,Plymouth Meeting, PA,Plymouth, MA,Pontiac, MI,Portland, ME,Porto, PO, Portugal,Portsmouth, RI,Poughkeepsie, NY,Prague, PR, Czech Republic,Providence, RI,Provo, UT,Pune, MH, India,Quebec, QC, Canada,Queretaro, QE, Mexico,Raffles Park, SG, Singapore,Rahway, NJ,Raleigh, NC,Redlands, CA,Redondo Beach, CA,Reedsville, PA,Regensburg, BY, Germany,Rehovot, HM, Israel,Reidsville, NC,Reno, NV,Renton, WA,Reston, VA,Rialto, CA,Richardson, TX,Richmond, VA,Ridley Park, PA,RIGA, RI, Latvia,Rio Rancho, NM,Roanoke, TX,Rochester, MN,Rochester, NY,Rockville, MD,Rolling Meadows, IL,Rome, LA, Italy,Roseland, NJ,Roseville, CA,Roseville, MN,Roswell, GA,Rotterdam, ZH, Netherlands,Roy, UT,Sabinsville, PA,Sacramento, CA,Saint Paul, MN,Saint Petersburg, SP, Russia,Salt Lake City, UT,San Antonio, TX,San Diego, CA,San Jose, SJ, Costa Rica,San Juan Bautista, CA,San Leandro, CA,San Luis Obispo, CA,San Rafael, CA,San Ramon, CA,Santa Barbara, CA,Santa Rosa, CA,Santiago, RM, Chile,Sao Leopoldo, RS, Brazil,Sao Paulo, SP, Brazil,Saratoga Springs, NY,Saratov, SR, Russia,Schaumburg, IL,Schenectady, NY,Schwieberdingen, BW, Germany,Scottsdale, AZ,Secaucus, NJ,Sembawang, SG, Singapore,Seoul, KG, Korea, South,Shanghai, SH, China,Shelton, CT,Shenzhen, GD, China,Sherbrooke, QC, Canada,Shreveport, LA,Simsbury, CT,Singapore, SG, Singapore,Sofia, SF, Bulgaria,Sophia-Antipolis, PR, France,South Bend, IN,South Jordan, UT,South San Francisco, CA,Southbury, CT,Southlake, TX,Spokane, WA,Spring, TX,St Paul, MN,St. Louis, MO,Staines, EN, United Kingdom,Stamford, CT,Sterling, VA,Stockholm, ST, Sweden,Stockport, EN, United Kingdom,Stratford, CT,Stuttgart, BW, Germany,Summit, NJ,Sunnyvale, TX,Sunrise, FL,Suwanee, GA,Suwon, KG, Korea, South,Sydney, NS, Australia,Syracuse, NY,T'ai-chung, TA, Taiwan,Taichung City, TP, Taiwan,Tainan, KH, Taiwan,Taipei, TP, Taiwan,Tallinn, HA, Estonia,Tampa, FL,Tampere, ES, Finland,Tampines, SG, Singapore,Taoyuan, TA, Taiwan,Tashkent, TO, Uzbekistan,Teaneck, NJ,Temecula, CA,Tempe, AZ,Temple, TX,Tewksbury, MA,Texas City, TX,The Hague, ZH, Netherlands,Thiruvananthapuram, KL, India,Thousand Oaks, CA,Titusville, NJ,Tokyo, TY, Japan,Torino, PI, Italy,Toronto, OH,Toronto, ON, Canada,Torrance, CA,Toulouse, MI, France,Tracy, CA,Trivandrum, KL, India,Tromso, TR, Norway,Trondheim, ST, Norway,Troy, MI,Trumbull, CT,Tualatin, OR,Tucson, AZ,Ulm, BW, Germany,Utrecht, UT, Netherlands,Valbonne, PR, France,Van Nuys, CA,Vancouver, BC, Canada,Vancouver, WA,Veldhoven, NB, Netherlands,Venice, VE, Italy,Vermont, IL,Verona, WI,Victoria, BC, Canada,Vienna, VA,Vienna, WI, Austria,Vilnius, VL, Lithuania,Virgilina, VA,Virginia Beach, VA,Walldorf, BW, Germany,Waltham, MA,Warren, MI,Warren, NJ,Warsaw, MZ, Poland,Washington, DC,Washington, VA,Waterloo, ON, Canada,Watertown, MA,Waukegan, IL,Waukesha, WI,Wayne, NJ,Wayne, PA,West Chester, OH,West Chester, PA,West McLean, VA,Westborough, MA,Westford, MA,Weston, FL,Westport, CT,Whippany, NJ,Whitehouse Station, NJ,Wichita, KS,Wilmington, DE,Wilmington, MA,Wilmington, NC,Wilsonville, OR,Wilton, CT,Winnipeg, MB, Canada,Winston Salem, NC,Woodstock, ON, Canada,Woonsocket, RI,Wroclaw, DS, Poland,Wuppertal, NW, Germany,Yavne, JM, Israel,Yerevan, ER, Armenia,York, PA,Zaragoza, AR, Spain,Zug, ZG, Switzerland 8142 5.252029e+13 132355.90  
##      4) location=Alexandria, VA,Almaty, AC, Kazakhstan,Amsterdam, NY,Anaheim, CA,Ankara, AN, Turkey,Arizona City, AZ,Arlington Heights, IL,Athlone, WH, Ireland,Auckland, AU, New Zealand,Augusta, GA,Aurora, CO,Bangalore, KA, India,Bangkok, BM, Thailand,Barcelona, CT, Spain,Baton Rouge, LA,Belfast, NI, United Kingdom,Belgrade, SR, Serbia,Belo Horizonte, MG, Brazil,Bengaluru, KA, India,Berlin, BE, Germany,Berlin, CT,Bielefeld, NW, Germany,Birmingham, EN, United Kingdom,Bloomington, IL,Boca Raton, FL,Bogota, DC, Colombia,Bolivia, NC,Bournemouth, EN, United Kingdom,Bozeman, MT,Braga, BR, Portugal,Brazil, IN,Brighton, EN, United Kingdom,Bristol, EN, United Kingdom,Brno, JM, Czech Republic,Brooklyn Park, MN,Bucharest, BU, Romania,Budapest, BU, Hungary,Buenos Aires, DF, Argentina,Burnsville, MN,Calgary, AB, Canada,Cambridge, EN, United Kingdom,Campinas, SP, Brazil,Canonsburg, PA,Cape Town, WC, South Africa,Chandler Heights, AZ,Charleston, WV,Chengdu, SC, China,Chennai, TN, India,Chisinau, CE, Moldova,Ciudad de Mexico, MX, Mexico,Cleveland, OH,Cochin, KL, India,Cologne, NW, Germany,Columbus, IN,Concord, NC,Copenhagen , SK, Denmark,Cork, CK, Ireland,Corvallis, OR,Covington, KY,Cypress, CA,Dearborn, MI,Debrecen, HB, Hungary,Delhi, DL, India,Detroit, ME,Doha, DA, Qatar,Dortmund, NW, Germany,Dulles, VA,Dusseldorf, NW, Germany,Edgewater, NJ,Edinburgh, SC, United Kingdom,Edison, NJ,Edmonton, AB, Canada,Egypt, AR,Ekaterinburg, SV, Russia,El Segundo, CA,Englewood, CO,Eugene, OR,Everett, WA,Florianopolis, SC, Brazil,Fort Knox, KY,Fort Worth, TX,Fountain Inn, SC,Galway, GY, Ireland,Garner, NC,Gdansk, PM, Poland,Gdynia, PM, Poland,Giza, JZ, Egypt,Glasgow, SC, United Kingdom,Goa, GA, India,Guadalajara, JA, Mexico,Gurgaon, HR, India,Halifax, NS, Canada,Hatfield, EN, United Kingdom,Hazelwood, MO,Heidelberg, BW, Germany,Helena, MT,Helsinki, ES, Finland,Heredia, HE, Costa Rica,Ho Chi Minh City, HC, Vietnam,Holtsville, NY,Hoofddorp, NH, Netherlands,Hsin-chu, TP, Taiwan,Huntington Beach, CA,Hyderabad, AP, India,Hyderabad, TS, India,Ingolstadt, BY, Germany,Ireland, IN,Irving, TX,Italy, TX,Jakarta, JK, Indonesia,Jamaica Beach, TX,Jerusalem, JM, Israel,Johnson City, TN,Johnston, RI,Kaliningrad, KN, Russia,Kansas City, KS,Kansas City, MO,Karlsruhe, BW, Germany,Kazan, TT, Russia,Kharkiv, KK, Ukraine,Kherson, MY, Ukraine,Kiev, KC, Ukraine,Kochi, KL, India,Kolkata, WB, India,Krakow, MA, Poland,Lake Mary, FL,Lake Saint Louis, MO,Leamington, EN, United Kingdom,Leixlip, KE, Ireland,Lenexa, KS,Lima, LI, Peru,Limerick, LK, Ireland,Lindau, BY, Germany,Lisbon, LI, Portugal,Liverpool, NY,Lodz, LD, Poland,Long Beach, CA,Lund, SN, Sweden,Luxembourg, LU, Luxembourg,Lviv, LV, Ukraine,Madrid, MD, Spain,Malaga, AN, Spain,Malvern, PA,Manassas, VA,Manchester, EN, United Kingdom,Mandaluyong City, MM, Philippines,Maple Shade, NJ,Markham, ON, Canada,Mason, OH,Mechanicsburg, PA,Medellin, AN, Colombia,Melbourne, FL,Memphis, TN,Meriden, CT,Merrimack, NH,Mexico, DF, Mexico,Minsk, HM, Belarus,Minsk, MI, Belarus,Mississauga, ON, Canada,Mississippi State, MS,Missouri City, MO,Moorestown, NJ,Moscow Mills, MO,Moscow, ID,Moscow, MC, Russia,Mumbai, MH, India,Nagoya, AI, Japan,Naperville, IL,New Delhi, DL, India,New Haven, CT,New York Mills, NY,Newark, DE,Newcastle Upon Tyne, EN, United Kingdom,Newton, MA,Newtown Square, PA,Nice, PR, France,Nizhniy Novgorod, NZ, Russia,Noida, UP, India,North Haven, CT,North Houston, TX,Northampton, EN, United Kingdom,Northbrook, IL,Northridge, CA,Nottingham, EN, United Kingdom,Nurnberg, BY, Germany,Ogden, UT,Oklahoma City, OK,Olathe, KS,Omaha, NE,Oregon City, OR,Osaka, OS, Japan,Oshawa, ON, Canada,Oslo, OS, Norway,Overland Park, KS,Oxford, MS,Palm Bay, FL,Panchiao, TP, Taiwan,Penang, PG, Malaysia,Plymouth, MA,Portland, ME,Porto, PO, Portugal,Portsmouth, RI,Poughkeepsie, NY,Prague, PR, Czech Republic,Pune, MH, India,Queretaro, QE, Mexico,Raffles Park, SG, Singapore,Redondo Beach, CA,Reedsville, PA,Regensburg, BY, Germany,Rehovot, HM, Israel,Rialto, CA,Richardson, TX,RIGA, RI, Latvia,Roanoke, TX,Rockville, MD,Rolling Meadows, IL,Rome, LA, Italy,Roseland, NJ,Roseville, MN,Roswell, GA,Rotterdam, ZH, Netherlands,Roy, UT,Sabinsville, PA,Saint Paul, MN,Saint Petersburg, SP, Russia,San Jose, SJ, Costa Rica,San Leandro, CA,Santiago, RM, Chile,Sao Leopoldo, RS, Brazil,Sao Paulo, SP, Brazil,Saratov, SR, Russia,Schaumburg, IL,Schenectady, NY,Schwieberdingen, BW, Germany,Seoul, KG, Korea, South,Shanghai, SH, China,Shreveport, LA,Sophia-Antipolis, PR, France,South Bend, IN,Southbury, CT,Southlake, TX,Spokane, WA,St Paul, MN,Staines, EN, United Kingdom,Sterling, VA,Stockholm, ST, Sweden,Stockport, EN, United Kingdom,Sunrise, FL,Suwanee, GA,Suwon, KG, Korea, South,T'ai-chung, TA, Taiwan,Taichung City, TP, Taiwan,Tainan, KH, Taiwan,Taipei, TP, Taiwan,Tampere, ES, Finland,Tampines, SG, Singapore,Taoyuan, TA, Taiwan,Tashkent, TO, Uzbekistan,Teaneck, NJ,Temecula, CA,Temple, TX,The Hague, ZH, Netherlands,Thiruvananthapuram, KL, India,Torino, PI, Italy,Toronto, OH,Torrance, CA,Toulouse, MI, France,Tracy, CA,Trivandrum, KL, India,Tromso, TR, Norway,Troy, MI,Trumbull, CT,Ulm, BW, Germany,Utrecht, UT, Netherlands,Valbonne, PR, France,Van Nuys, CA,Venice, VE, Italy,Vienna, WI, Austria,Vilnius, VL, Lithuania,Walldorf, BW, Germany,Warren, MI,Warsaw, MZ, Poland,Washington, VA,Waterloo, ON, Canada,Waukegan, IL,Waukesha, WI,Wayne, NJ,West Chester, OH,West Chester, PA,Weston, FL,Whitehouse Station, NJ,Wilmington, NC,Wilsonville, OR,Winnipeg, MB, Canada,Wroclaw, DS, Poland,Wuppertal, NW, Germany,Yavne, JM, Israel,Yerevan, ER, Armenia,York, PA,Zaragoza, AR, Spain 2561 5.364696e+12  73449.43 *
##      5) location=Abingdon, MD,Albany, NY,Albuquerque, NM,Aliso Viejo, CA,Alpharetta, GA,Altrincham, EN, United Kingdom,American Fork, UT,Ames, IA,Amstelveen, NH, Netherlands,Amsterdam, NH, Netherlands,Ann Arbor, MI,Annapolis Junction, MD,Annapolis, MD,Antioch, TN,Arlington, VA,Armonk, NY,Ashburn, VA,Atlanta, GA,Atlanta, NY,Austin, TX,Bala Cynwyd, PA,Ballston Spa, NY,Baltimore, MD,Basel, BS, Switzerland,Basking Ridge, NJ,Beaverton, OR,Bedford, MA,Beijing, BJ, China,Bend, OR,Bentonville, AR,Berwyn, PA,Bethesda, MD,Birmingham, AL,Bloomfield, CT,Bloomington, MN,Boise, ID,Bonn, NW, Germany,Bothell, WA,Boxborough, MA,Bratislava, BL, Slovakia,Bridgeport, CT,Bridgewater, NJ,Brisbane, QL, Australia,Bristol, CT,Broomfield, CO,Buffalo, NY,Burbank, CA,Burlington, MA,Burlington, VT,Burnaby, BC, Canada,Butte, MT,Camas, WA,Campbell, CA,Carlsbad, CA,Carpinteria, CA,Cary, NC,Cedar Rapids, IA,Centreville, VA,Champaign, IL,Chandler, AZ,Chantilly, VA,Charleston, SC,Charlotte, NC,Chicago Heights, IL,Chicago, IL,Cincinnati, OH,Claremont, CA,Colorado Springs, CO,Columbia, MD,Columbia, MO,Columbus, OH,Coppell, TX,Costa Mesa, CA,Culver City, CA,Dallas, TX,Daly City, CA,Denver, CO,Des Moines, IA,Detroit, MI,Draper, UT,Dresden, SN, Germany,Dubai, DU, United Arab Emirates,Dublin, CA,Dublin, DN, Ireland,Dublin, GA,Dublin, IN,Dublin, OH,Durham, NC,Eden Prairie, MN,Elkridge, MD,Exton, PA,Fairfax, VA,Fall River, MA,Falls Church, VA,Fargo, ND,Florham Park, NJ,Folsom, CA,Fort Bragg, NC,Fort Collins, CO,Fort George G Meade, MD,Fort Lauderdale, FL,Fort Myers, FL,Foster City, CA,Framingham, MA,Frankfurt, HE, Germany,Franklin, TN,Fredericksburg, VA,Fredericton, NB, Canada,Fremont, CA,Frisco, TX,Fulton, MD,Gaithersburg, MD,Georgiana, AL,Gilbert, AZ,Glen Allen, VA,Glendale, CA,Goshen, IN,Grand Rapids, MI,Graz, ST, Austria,Greenville, SC,Greenwood Village, CO,Haifa, HA, Israel,Hamburg, HH, Germany,Hangzhou, ZJ, China,Harrisburg, PA,Hartford, CT,Hawthorne, CA,Hermitage, TN,Herzliyya, TA, Israel,Hillsboro, OH,Hillsboro, OR,Hoffman Estates, IL,Hollywood, CA,Holmdel, NJ,Hong Kong, HK, Hong Kong (SAR),Hopewell Junction, NY,Hopewell, NJ,Houston, TX,Hudson, MA,Hudson, NH,Hunt Valley, MD,Huntsville, AL,Indianapolis, IN,Irvine, CA,Issaquah, WA,Jacksonville, FL,Jeddah, MK, Saudi Arabia,Jersey City, NJ,Johannesburg, GT, South Africa,Kanata, ON, Canada,Kent, WA,King of Prussia, PA,Kitchener, ON, Canada,Kuala Lumpur, KL, Malaysia,La Canada Flintridge, CA,La Crosse, WI,Lafayette, LA,Lake Forest, CA,Lansing, MI,Las Vegas, NV,Lehi, UT,Levis, QC, Canada,Littleton, CO,Littleton, MA,London, EN, United Kingdom,Londonderry, VT,Longmont, CO,Louisville, KY,Madison, WI,Manchester, NH,Manhattan, NY,Marlborough, MA,Maryland Heights, MO,Mc Lean, VA,Mckinney, TX,Melbourne, VI, Australia,Menomonee Falls, WI,Miami, FL,Middletown, NJ,Midvale, UT,Milano, LO, Italy,Milford, MI,Milwaukee, WI,Minneapolis, MN,Mobile, AL,Moline, IL,Montreal, MO,Montreal, QC, Canada,Morgantown, WV,Morrisville, NC,Mount Laurel, NJ,Munich, BY, Germany,Murray, UT,Naples, FL,Nashua, NH,Nashville, TN,Natick, MA,Neuchatel, NE, Switzerland,Newark, CA,Newark, NJ,Newport Beach, CA,North Reading, MA,Norwalk, CT,O Fallon, MO,Orlando, FL,Ottawa, ON, Canada,Owings Mills, MD,Palmdale, CA,Paris, IL, France,Parsippany, NJ,Pasadena, CA,Pasir Ris, SG, Singapore,Petach Tikva, HM, Israel,Petah Tiqva, HM, Israel,Philadelphia, PA,Phoenix, AZ,Pittsburgh, PA,Plano, TX,Plymouth Meeting, PA,Pontiac, MI,Providence, RI,Provo, UT,Quebec, QC, Canada,Rahway, NJ,Raleigh, NC,Redlands, CA,Reidsville, NC,Reno, NV,Renton, WA,Reston, VA,Richmond, VA,Ridley Park, PA,Rio Rancho, NM,Rochester, MN,Rochester, NY,Roseville, CA,Sacramento, CA,Salt Lake City, UT,San Antonio, TX,San Diego, CA,San Juan Bautista, CA,San Luis Obispo, CA,San Rafael, CA,San Ramon, CA,Santa Barbara, CA,Santa Rosa, CA,Saratoga Springs, NY,Scottsdale, AZ,Secaucus, NJ,Sembawang, SG, Singapore,Shelton, CT,Shenzhen, GD, China,Sherbrooke, QC, Canada,Simsbury, CT,Singapore, SG, Singapore,Sofia, SF, Bulgaria,South Jordan, UT,South San Francisco, CA,Spring, TX,St. Louis, MO,Stamford, CT,Stratford, CT,Stuttgart, BW, Germany,Summit, NJ,Sunnyvale, TX,Sydney, NS, Australia,Syracuse, NY,Tallinn, HA, Estonia,Tampa, FL,Tempe, AZ,Tewksbury, MA,Texas City, TX,Thousand Oaks, CA,Titusville, NJ,Tokyo, TY, Japan,Toronto, ON, Canada,Trondheim, ST, Norway,Tualatin, OR,Tucson, AZ,Vancouver, BC, Canada,Vancouver, WA,Veldhoven, NB, Netherlands,Vermont, IL,Verona, WI,Victoria, BC, Canada,Vienna, VA,Virgilina, VA,Virginia Beach, VA,Waltham, MA,Warren, NJ,Washington, DC,Watertown, MA,Wayne, PA,West McLean, VA,Westborough, MA,Westford, MA,Westport, CT,Whippany, NJ,Wichita, KS,Wilmington, DE,Wilmington, MA,Wilton, CT,Winston Salem, NC,Woodstock, ON, Canada,Woonsocket, RI,Zug, ZG, Switzerland 5581 3.419112e+13 159386.80  
##       10) yearsofexperience< 7.5 3455 9.532729e+12 133423.20 *
##       11) yearsofexperience>=7.5 2126 1.854433e+13 201580.90 *
##    3) location=Aarhus, AR, Denmark,Alameda, CA,Allen Park, MI,Auburn Hills, MI,Bellevue, WA,Belmont, CA,Berkeley, CA,Bloomington, IN,Boone, NC,Boston, AR,Boston, MA,Boulder, CO,Brooklyn, NY,Brussels, BU, Belgium,Burlingame, CA,California City, CA,Cambridge, MA,Canada, KY,Chapel Hill, NC,Colorado City, AZ,Cupertino, CA,Dallas Center, IA,Duluth, GA,Eagan, MN,Elk Grove, CA,Emeryville, CA,Fairfield, CT,Florida, NY,Fort Mill, SC,Frederick, MD,Geneva, GE, Switzerland,Gilroy, CA,Goleta, CA,Greenwich, CT,Guildford, EN, United Kingdom,Hahira, GA,Hamilton, NJ,Herndon, VA,Hoboken, NJ,hod hasharon, HM, Israel,Honolulu, HI,Hopkinton, MA,Illinois City, IL,Irvine, PA,Kirkland, WA,London, WV,Los Angeles, CA,Los Gatos, CA,Louisville, CO,Manhattan Beach, CA,Manila, MM, Philippines,McLean, NE,Menlo Park, CA,Mill Valley, CA,Milpitas, CA,Montpellier, LA, France,Monument, CO,Mountain View, CA,Nairobi, NA, Kenya,Needham Heights, MA,Needham, MA,New Orleans, LA,New York Mills, MN,New York, NY,Norfolk, VA,Oakland, CA,Ontario, CA,Palm Beach, FL,Palm Springs, CA,Palo Alto, CA,Paterson, NJ,Pensacola, FL,Pleasanton, CA,Portland, OR,Princeton, NJ,Reading, EN, United Kingdom,Redmond, WA,Redwood City, CA,Richmond, BC, Canada,Riyadh, RI, Saudi Arabia,Round Rock, TX,San Bruno, CA,San Carlos, CA,San Fernando, CA,San Francisco, CA,San Jose, CA,San Jose, IL,San Mateo, CA,San Mateo, FL,Santa Clara, CA,Santa Cruz, CA,Santa Monica, CA,Seabrook, NH,Seattle, WA,Shawnee Mission, KS,Skillman, NJ,Somerville, MA,Sorrento, FL,Sunnyvale, CA,Tel Aviv, TA, Israel,Tustin, CA,Usaquen, CU, Colombia,Venice, CA,Walnut Creek, CA,Wellesley, MA,Yorktown Heights, NY,Zurich, ZH, Switzerland 11295 2.269192e+14 255937.20  
##      6) yearsofexperience< 7.5 6864 4.926407e+13 212232.20  
##       12) yearsofexperience< 3.5 3416 1.172510e+13 184288.90 *
##       13) yearsofexperience>=3.5 3448 3.222911e+13 239916.20 *
##      7) yearsofexperience>=7.5 4431 1.442338e+14 323640.00  
##       14) company=Other,Tier2 2837 5.457541e+13 292351.80 *
##       15) company=FAANG 1594 8.193802e+13 379326.90  
##         30) yearsofexperience< 16.5 1289 2.553024e+13 350887.50 *
##         31) yearsofexperience>=16.5 305 5.095924e+13 499518.00 *
plot(salary_mdl2)

varImp(salary_mdl2)
## rpart2 variable importance
## 
##                   Overall
## yearsofexperience 100.000
## location           89.147
## company            35.914
## yearsatcompany     14.857
## Education          11.322
## title               1.413
## gender              0.000
# check what variables contributed to the target variable!
#years of experience most important

salary_mdl2$finalModel$variable.importance
##          location yearsofexperience           company    yearsatcompany 
##      8.940785e+13      5.029382e+13      1.601493e+13      1.145848e+13 
##             title         Education 
##      2.458847e+12      8.039717e+11
salary_mdl2$results
##    maxdepth     RMSE  Rsquared      MAE   RMSESD RsquaredSD    MAESD
## 1         3 109564.8 0.3329484 68955.57 17962.56 0.05599358 1801.335
## 2         4 107721.6 0.3554091 67837.14 17837.09 0.05673095 1776.087
## 3         5 106160.0 0.3743191 66027.77 17999.40 0.05926248 1799.093
## 4         6 105181.7 0.3861172 65041.39 18043.85 0.06072500 1859.094
## 5         7 103892.5 0.4012722 64134.13 17790.60 0.05934147 1787.921
## 6         8 104887.1 0.3917367 64263.43 17501.85 0.05818062 1782.413
## 7         9 105008.8 0.3905071 64232.11 17434.93 0.05781390 1814.981
## 8        10 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 9        11 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 10       12 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 11       13 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 12       14 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 13       15 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 14       16 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 15       17 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 16       18 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 17       19 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
## 18       20 104969.7 0.3910274 64194.54 17455.22 0.05785617 1819.057
# considering the importance of variable and results(decision tree), the most contributing variable is 'location'.
# our model
rpart.plot(salary_mdl2$finalModel, type=4, extra=101)
## Warning: labs do not fit even at cex 0.15, there may be some overplotting

# predicting using base model and test set
pred_test_reg2 <- predict(salary_mdl2,test2)
postResample(pred = pred_test_reg2,obs = test2$totalyearlycompensation)
##         RMSE     Rsquared          MAE 
## 1.004920e+05 4.006980e-01 6.425428e+04
comparison3 <- data.frame(test2['totalyearlycompensation'], pred_test_reg2)
# Normalize data

numerics2 = names(select_if(comparison3, is.numeric))
comparison4 = lapply(comparison3[numerics2], normalize)

# Creating overlapping density plots
plot(density(comparison4$totalyearlycompensation), col = "blue", main = "Density plots of actual and predicted compensation", xlab = "Normalized compensation", ylab = "Density")
lines(density(comparison4$pred_test_reg2), col = "red")
legend("topright", legend=c("Actual", "Predicted"), 
       fill = c("blue","red")
)

RMSE = 100492
calc_range = range(tune2$totalyearlycompensation)
calc_range
## [1]   10000 1600000
low = calc_range[1]
high = calc_range[2]
range = high - low
NRMSE = RMSE/range
NRMSE
## [1] 0.06320252
# NRMSE = 0.06320252
ggplot(comparison,                                     
       aes(x = pred_test_reg2,
           y = totalyearlycompensation)) +
  geom_point() +
  geom_abline(intercept = 0,
              slope = 1,
              color = "red",
              size = 2)+
  ggtitle("Actual compensation vs. Predicted compensation")+
  labs(y = "Actual yearly compensation", x = "Predicted yearly compensation")+
  scale_x_continuous(labels = comma)+
  scale_y_continuous(labels = comma)