Uber Promotional Campaign Analysis
08 November, 2025
Introduction
path_image <- "C:/Users/Research/Documents/"
knitr::include_graphics(paste0(path_image,'Uber-Logo.png'))
Problem Description
Uber has just started offering promotions to riders in city X. The goal of the promotional campaign is to encourage more trips among the riders and increase engagement. Now, the city team wants to make use of data to analyze the campaign’s net benefit, including it’s financial effectiveness. This will help them to run more data-driven promotional campaigns in the future, which should result in increased financial benefits. * ### Steps 1. Data Preparation 2. Data Analysis (a) Data Exploration (b) A/B Testing 3. Summary & Recommendations 4. Future Work ### 1. Data Preparation Libraries Required**
library(readxl) # package to read excel files
library(tidyverse) # package to perform data manipulation
library(lubridate) # package to work with date objects
library(kableExtra) # package to output HTML tables
library(DT) # package to output HTML tables
library(ggthemes) # package to change visualization themes
library(FNN) # package to run K-Nearest Neighbour AlgorithmReading Data
path <- "C:/Users/Research/Documents/" # data path
driver_rider_trips <- read_excel(paste0(path,"Uber Campaign Dataset.xlsx"), sheet = "driver_trips") # historical trips for drivers
rider_trips <- read_excel(paste0(path,"Uber Campaign Dataset.xlsx"), sheet = "rider_trips") # historical trips for riders
driver_data <- read_excel(paste0(path,"Uber Campaign Dataset.xlsx"), sheet = "driver_data") # historical info about drivers
rider_data <- read_excel(paste0(path,"Uber Campaign Dataset.xlsx"), sheet = "rider_data") # historical info about riders
city_metrics <- read_excel(paste0(path,"Uber Campaign Dataset.xlsx"), sheet = "city_metrics") # historical info about cityCleaning Data #### (I) Driver Trips (59854 X 9) | Rider Trips (60000 X 10) * Aggregating Driver and Rider Trips data (59999 X 13): * Driver Trips table has been outer joined with Rider Trips table * Trip ID: 94a1-82d8 has 2 values. The one corresponding to trip status: unfulfilled has been removed. * driver payout has been renamed to driver_payout**
# remove duplicate trip id
remove_index_driver <- which(driver_rider_trips$trip_id == '94a1-82d8' & driver_rider_trips$trip_status == 'unfulfilled')
remove_index_rider <- which(rider_trips$trip_id == '94a1-82d8' & rider_trips$trip_status == 'unfulfilled')
driver_rider_trips <- driver_rider_trips[-remove_index_driver,]
rider_trips <- rider_trips[-remove_index_rider,]
# Joining driver and rider trip data
driver_rider_trips <-
driver_rider_trips %>%
full_join(select(rider_trips, trip_id, rider_id, estimated_time_to_arrival,
trip_price_pre_discount, rider_payment), by='trip_id') %>%
select(trip_id, driver_id, rider_id, trip_status, request_time, estimated_time_to_arrival, actual_time_to_arrival,
surge_multiplier, driver_payout = `driver payout` , trip_price_pre_discount, rider_payment, start_geo, end_geo)Data Dictionary
text_tbl <- data.frame (
Variable = names(driver_rider_trips),
Description = c(
"Unique identifier for trip",
"Unique identifier for driver",
"Unique identifier for rider",
"Status of the trip",
"Local request time of the trip",
"Minutes estimated at time of request to pick-up time",
"Minutes from request to pick-up",
"The surge multiplier on the regular price of the trip (base fare + time charge + distance charge)",
"The amount the driver was paid for the trip",
"The original price of the trip",
"The amount the rider paid for the trip (includes the discount, which Uber covers)",
"The geo of the request point of the trip",
"The geo of the dropoff point of the trip"
)
)
kable(text_tbl) %>%
kable_styling(full_width = F) %>%
column_spec(1, bold = T, border_right = T) %>%
column_spec(2, width = "30em")| Variable | Description |
|---|---|
| trip_id | Unique identifier for trip |
| driver_id | Unique identifier for driver |
| rider_id | Unique identifier for rider |
| trip_status | Status of the trip |
| request_time | Local request time of the trip |
| estimated_time_to_arrival | Minutes estimated at time of request to pick-up time |
| actual_time_to_arrival | Minutes from request to pick-up |
| surge_multiplier | The surge multiplier on the regular price of the trip (base fare + time charge + distance charge) |
| driver_payout | The amount the driver was paid for the trip |
| trip_price_pre_discount | The original price of the trip |
| rider_payment | The amount the rider paid for the trip (includes the discount, which Uber covers) |
| start_geo | The geo of the request point of the trip |
| end_geo | The geo of the dropoff point of the trip |
First 100 rows
kable(head(driver_rider_trips, 100)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive")) %>%
scroll_box(width = "100%", height = "500px")| trip_id | driver_id | rider_id | trip_status | request_time | estimated_time_to_arrival | actual_time_to_arrival | surge_multiplier | driver_payout | trip_price_pre_discount | rider_payment | start_geo | end_geo |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| b3cb-b9bf | 4649-2f0a | 5ba9-cd29 | completed | 2012-04-09 06:12:00 | 4.4833333 | 3.5166667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Allen Abby | Chelsea Court |
| 8569-0fbf | 4003-e2e7 | b8ed-f739 | completed | 2012-05-06 05:44:00 | 4.6833333 | 2.6333333 | 2.0 | 8.2432 | 10.304 | 10.3040 | Blair Bend | Chelsea Court |
| 86f2-e4cc | 44af-7b74 | a12d-275f | completed | 2012-04-25 11:28:00 | 1.9833333 | 1.3333333 | 1.0 | 6.1952 | 7.744 | 7.7440 | Chelsea Court | Blair Bend |
| aef6-924e | 4909-aa90 | 14af-2a91 | completed | 2012-04-27 21:34:00 | 2.7500000 | 1.7000000 | 1.0 | 8.1856 | 10.232 | 10.2320 | Chelsea Court | Daisy Drive |
| 921a-11d3 | 4e79-a40f | a0b5-fbfc | completed | 2012-04-30 16:44:00 | NA | NA | 1.0 | 11.8080 | 14.760 | 14.7600 | Daisy Drive | Daisy Drive |
| be30-1475 | 4dbd-e6e5 | 5e2b-bf7c | completed | 2012-04-19 21:23:00 | 1.4333333 | 0.7833333 | 1.0 | 4.7744 | 5.968 | 5.9680 | Chelsea Court | Allen Abby |
| a7af-1f24 | 4864-277e | 8bfc-9289 | completed | 2012-04-12 18:41:00 | 2.4833333 | 1.7000000 | 1.0 | 6.8544 | 8.568 | 8.5680 | Blair Bend | Blair Bend |
| a127-d6cf | 4771-14c0 | 230e-661c | completed | 2012-05-02 18:58:00 | 3.8166667 | 3.4833333 | 1.0 | 6.5792 | 8.224 | 8.2240 | Chelsea Court | Chelsea Court |
| bc53-25f7 | 4a2f-40dc | 040d-e78f | completed | 2012-04-16 11:26:00 | 1.9166667 | 1.4833333 | 1.0 | 8.1664 | 10.208 | 10.2080 | Chelsea Court | Chelsea Court |
| 8626-c0f3 | 424f-f649 | 42db-5144 | completed | 2012-04-10 14:19:00 | 2.2166667 | 1.9500000 | 1.0 | 5.7088 | 7.136 | 7.1360 | Allen Abby | Daisy Drive |
| b296-e5ab | 48dc-464c | 5dc8-715a | completed | 2012-04-14 14:48:00 | 2.2166667 | 0.8000000 | 1.0 | 4.2368 | 5.296 | 5.2960 | Blair Bend | Chelsea Court |
| 82b8-4bd6 | 432f-4641 | 9afa-988a | completed | 2012-05-04 13:40:00 | 3.2166667 | 2.7000000 | 1.5 | 6.4640 | 8.080 | 7.2720 | Chelsea Court | Chelsea Court |
| 9a69-0480 | 4593-b359 | c5d4-0a59 | completed | 2012-04-15 11:29:00 | 4.3166667 | 2.4000000 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| 808d-46aa | 4bf5-8ff9 | e62d-39d6 | rider_canceled | 2012-05-03 10:26:00 | 4.1500000 | NA | 1.0 | 0.0000 | 0.000 | 0.0000 | Chelsea Court | Chelsea Court |
| a5fb-3df7 | 4c27-2fdb | af7d-5914 | completed | 2012-04-25 15:45:00 | 4.5166667 | 3.3833333 | 1.0 | 7.0272 | 8.784 | 8.7840 | Chelsea Court | Chelsea Court |
| a3ce-4e65 | 47ad-9ece | 765d-3f7c | rider_canceled | 2012-04-22 18:52:00 | 3.6333333 | 1.4833333 | 1.0 | 3.2000 | 4.000 | 4.0000 | Chelsea Court | Chelsea Court |
| b945-bd81 | 4c35-6423 | e708-5959 | completed | 2012-04-21 18:25:00 | 8.0166667 | 6.7500000 | 1.0 | 9.3312 | 11.664 | 11.6640 | Allen Abby | Chelsea Court |
| b38c-f300 | 4c9f-fd75 | 4b9e-08cf | completed | 2012-04-28 15:08:00 | 8.0500000 | 5.6166667 | 1.4 | 3.9680 | 4.960 | 4.9600 | Allen Abby | Chelsea Court |
| 909f-9acd | 42bc-27e4 | 38e8-eacf | completed | 2012-04-20 20:25:00 | 1.1000000 | 0.8166667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| 87f1-6172 | 4e84-fe6c | ffa8-7fe5 | completed | 2012-04-24 17:32:00 | 5.4166667 | 5.7333333 | 1.0 | 4.2368 | 5.296 | 5.2960 | Allen Abby | Allen Abby |
| ab3b-1a81 | 4cad-1623 | 3e7b-e615 | completed | 2012-05-04 16:30:00 | 1.1000000 | 0.1333333 | 1.0 | 16.3200 | 20.400 | 20.4000 | Daisy Drive | Blair Bend |
| 8f14-9407 | 45cf-4b7c | afc1-b6a0 | rider_canceled | 2012-04-09 15:12:00 | 6.0666667 | NA | 1.0 | 0.0000 | 0.000 | 0.0000 | Blair Bend | Chelsea Court |
| a501-707d | 4460-6448 | cb31-0bc8 | completed | 2012-04-19 06:53:00 | 1.3166667 | 0.8000000 | 1.0 | 5.6960 | 7.120 | 7.1200 | Allen Abby | Chelsea Court |
| 84e0-e094 | 4267-6351 | 14bc-638e | completed | 2012-04-26 17:42:00 | 1.8166667 | 0.8666667 | 1.0 | 4.2752 | 5.344 | 5.3440 | Allen Abby | Allen Abby |
| bb19-65ec | 4641-9c69 | 265c-8bb9 | completed | 2012-04-18 11:02:00 | 2.0000000 | 0.8000000 | 1.0 | 4.3968 | 5.496 | 5.4960 | Allen Abby | Chelsea Court |
| b95a-39eb | 4da9-89c7 | b50b-a57c | completed | 2012-04-20 15:40:00 | 1.2833333 | 0.8000000 | 2.1 | 15.2960 | 19.120 | 17.2080 | Chelsea Court | Blair Bend |
| ba8b-3bd8 | 4b27-509a | 361f-300d | completed | 2012-04-25 11:33:00 | 2.3833333 | 2.8166667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| a86c-8349 | 49ad-ff4a | 7895-c332 | completed | 2012-05-06 11:20:00 | 2.0833333 | 1.4000000 | 1.4 | 9.6064 | 12.008 | 12.0080 | Blair Bend | Blair Bend |
| ac38-7fff | 4b4e-95d4 | 6cdb-4bf7 | completed | 2012-04-13 16:56:00 | 4.8666667 | 4.0666667 | 1.4 | 6.3680 | 7.960 | 7.9600 | Chelsea Court | Chelsea Court |
| b340-9b21 | 4511-d0cd | 071a-8ec2 | completed | 2012-04-14 14:54:00 | 2.3166667 | 0.7833333 | 1.0 | 7.9936 | 9.992 | 9.9920 | Chelsea Court | Chelsea Court |
| b46e-cf9e | 4479-4706 | f314-92ea | completed | 2012-04-10 07:57:00 | 1.4333333 | 1.0833333 | 1.0 | 7.4560 | 9.320 | 9.3200 | Allen Abby | Chelsea Court |
| bd02-6fff | 462a-5684 | 6aff-f70e | completed | 2012-04-17 08:25:00 | 1.1333333 | 0.9500000 | 1.0 | 4.9216 | 6.152 | 6.1520 | Allen Abby | Chelsea Court |
| bb42-dda1 | 4c35-224c | 0549-38a6 | completed | 2012-04-14 15:58:00 | 2.0000000 | 2.7666667 | 1.0 | 5.3376 | 6.672 | 6.6720 | Chelsea Court | Chelsea Court |
| 987d-9509 | 4e79-a40f | b845-c8da | completed | 2012-05-06 18:48:00 | NA | NA | 1.0 | 70.7776 | 88.472 | 88.4720 | Chelsea Court | Chelsea Court |
| 8bd4-b2b0 | 4402-b26d | cc81-d066 | completed | 2012-05-03 10:08:00 | 4.1500000 | 5.3166667 | 1.0 | 9.4208 | 11.776 | 11.7760 | Chelsea Court | Chelsea Court |
| 96ee-5a04 | 4f71-6965 | 752e-2328 | completed | 2012-04-27 16:47:00 | 1.0833333 | 0.1333333 | 1.0 | 6.2336 | 7.792 | 7.7920 | Allen Abby | Daisy Drive |
| 95e0-12ab | 46b2-26e5 | 42c6-9305 | completed | 2012-04-18 18:53:00 | 3.9666667 | 0.7833333 | 1.0 | 9.6960 | 12.120 | 12.1200 | Chelsea Court | Chelsea Court |
| 967c-bff6 | 4d85-f3e1 | ee39-25c3 | completed | 2012-04-14 19:35:00 | 2.1833333 | 1.2000000 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| 85da-8123 | 4c66-e75e | 6988-c7e0 | completed | 2012-05-05 04:30:00 | 2.2666667 | 1.6000000 | 1.3 | 12.8896 | 16.112 | 16.1120 | Chelsea Court | Blair Bend |
| bf0c-26cf | 4e9a-529e | 49b0-5f25 | completed | 2012-04-15 08:43:00 | 0.9500000 | 0.7833333 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| 8998-a3e8 | 43e2-f9be | 5cf7-44a8 | completed | 2012-04-25 23:13:00 | 0.5166667 | 0.0166667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| ae7e-3b43 | 445e-dd18 | bf37-b192 | rider_canceled | 2012-04-22 13:05:00 | 3.6000000 | NA | 1.0 | 0.0000 | 0.000 | 0.0000 | Blair Bend | Blair Bend |
| bc93-1754 | 4efd-5d71 | 11d2-d5b0 | completed | 2012-04-29 21:02:00 | 3.1166667 | 2.2833333 | 1.0 | 9.1648 | 11.456 | 11.4560 | Allen Abby | Blair Bend |
| bee2-3e2a | 4ecd-782a | c8be-6691 | completed | 2012-04-11 20:52:00 | 2.2333333 | 1.9500000 | 1.0 | 7.3408 | 9.176 | 9.1760 | Chelsea Court | Allen Abby |
| 98e9-2919 | 4519-363a | d213-ee7e | rider_canceled | 2012-04-17 15:12:00 | 9.6666667 | NA | 1.0 | 0.0000 | 0.000 | 0.0000 | Allen Abby | Allen Abby |
| 856a-094d | 4c92-800b | 1f80-1d93 | completed | 2012-04-22 20:09:00 | 1.6666667 | 0.8000000 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| 8b4d-43b8 | 435c-49a9 | a4b1-3d40 | completed | 2012-04-17 16:11:00 | 1.6500000 | 4.4833333 | 1.7 | 6.4960 | 8.120 | 7.3080 | Chelsea Court | Chelsea Court |
| bc20-1b8e | 4d87-1393 | 1b4e-8d74 | completed | 2012-04-14 15:38:00 | 4.7833333 | 4.7333333 | 1.0 | 2.5920 | 3.240 | 3.2400 | Daisy Drive | Daisy Drive |
| 9873-5973 | 4b44-761b | e60b-ba1c | completed | 2012-04-22 01:06:00 | 1.0666667 | 0.8166667 | 1.0 | 5.8816 | 7.352 | 7.3520 | Chelsea Court | Chelsea Court |
| 8fba-c605 | 48db-4b6f | f6db-330d | completed | 2012-04-12 13:47:00 | 4.1333333 | 4.2500000 | 1.0 | 4.8192 | 6.024 | 6.0240 | Chelsea Court | Allen Abby |
| b27f-d1f5 | 47ee-c77e | 2a4e-fe2e | completed | 2012-04-27 20:14:00 | 0.9000000 | 0.0166667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Allen Abby | Allen Abby |
| 9c49-d914 | 4ce0-d7ad | e91a-63e5 | completed | 2012-04-30 18:51:00 | 6.3000000 | 6.9666667 | 1.0 | 5.0304 | 6.288 | 6.2880 | Chelsea Court | Chelsea Court |
| 9add-ac73 | 49ef-1adb | b2a6-fa8b | completed | 2012-05-04 15:30:00 | 2.6166667 | 1.9833333 | 1.8 | 8.0000 | 10.000 | 9.0000 | Chelsea Court | Blair Bend |
| 9799-0a20 | 439b-c0fc | 1f56-a5b8 | completed | 2012-04-17 16:34:00 | 1.8333333 | 1.2000000 | 1.3 | 3.1040 | 3.880 | 3.8800 | Chelsea Court | Chelsea Court |
| 9fed-17b0 | 4d4b-c4ba | 76cd-1b74 | completed | 2012-04-29 20:56:00 | 0.4666667 | 0.0166667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| 92ca-da8e | 46df-ce53 | 4573-311f | completed | 2012-04-25 19:29:00 | 3.2000000 | 2.2000000 | 1.0 | 6.1696 | 7.712 | 7.7120 | Blair Bend | Blair Bend |
| 98cb-5e77 | 4174-ce68 | 1e72-eee7 | completed | 2012-04-29 04:38:00 | 4.5500000 | 2.7666667 | 1.0 | 5.2800 | 6.600 | 6.6000 | Blair Bend | Allen Abby |
| 855c-7ee4 | 4b2f-ddc0 | 24d1-f72a | completed | 2012-04-10 07:09:00 | 3.5500000 | 2.8000000 | 1.0 | 3.2064 | 4.008 | 4.0080 | Chelsea Court | Chelsea Court |
| 9648-93e3 | 41a9-7ef0 | c287-69ef | completed | 2012-04-16 19:12:00 | 6.1000000 | 9.0833333 | 1.0 | 3.0208 | 3.776 | 3.7760 | Chelsea Court | Daisy Drive |
| bd1a-b59f | 4e79-a40f | 2626-72af | completed | 2012-05-05 17:43:00 | NA | NA | 1.0 | 21.4592 | 26.824 | 26.8240 | Chelsea Court | Chelsea Court |
| a480-1d32 | 4e39-92e4 | 6f80-309a | completed | 2012-04-18 09:24:00 | 3.5333333 | 6.2666667 | 1.3 | 5.2032 | 6.504 | 6.5040 | Allen Abby | Allen Abby |
| 8717-22f4 | 476c-0aa6 | 0f85-f809 | completed | 2012-05-03 21:00:00 | 1.6000000 | 0.6500000 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Blair Bend |
| afe2-dd9d | 42b9-2d69 | abac-3b86 | rider_canceled | 2012-04-15 10:01:00 | 1.3666667 | 0.7833333 | 1.4 | 0.0000 | 0.000 | 0.0000 | Chelsea Court | Chelsea Court |
| 9f19-ec51 | 45b4-d6b4 | 3d5b-f2e1 | rider_canceled | 2012-04-09 19:48:00 | 1.4166667 | 2.5166667 | 1.0 | 0.0000 | 0.000 | 0.0000 | Chelsea Court | Chelsea Court |
| ae45-15ab | 4c52-3174 | b5f9-936f | rider_canceled | 2012-05-05 19:13:00 | 3.1666667 | NA | 1.0 | 0.0000 | 0.000 | 0.0000 | Chelsea Court | Chelsea Court |
| 8cd2-82e0 | 4542-1ddc | 423b-ff47 | completed | 2012-04-16 16:23:00 | 1.7666667 | 1.6166667 | 1.4 | 8.6080 | 10.760 | 10.7600 | Blair Bend | Chelsea Court |
| 8d53-041d | 42f6-eeba | 1eba-d693 | completed | 2012-04-26 13:05:00 | 5.2500000 | 4.2166667 | 1.0 | 4.3328 | 5.416 | 5.4160 | Chelsea Court | Blair Bend |
| 90c4-0751 | 4e79-a40f | 10d8-e09a | completed | 2012-04-23 11:26:00 | NA | NA | 1.0 | 25.2928 | 31.616 | 31.6160 | Chelsea Court | Chelsea Court |
| 82a2-c586 | 4e79-a40f | 6f66-e3fc | completed | 2012-04-25 23:33:00 | NA | NA | 1.0 | 13.7536 | 17.192 | 17.1920 | Daisy Drive | Daisy Drive |
| ad56-3279 | 439a-e8ea | 0876-e9b4 | completed | 2012-04-27 11:05:00 | 4.5500000 | 6.7166667 | 1.0 | 4.6144 | 5.768 | 5.7680 | Chelsea Court | Chelsea Court |
| b306-eaf3 | 4e79-a40f | d75a-7e57 | failed | 2012-04-12 21:33:00 | NA | NA | 1.0 | 8.6272 | 10.784 | 10.7840 | Chelsea Court | Chelsea Court |
| 9591-070c | 44fa-ceee | f82b-45ea | completed | 2012-04-19 10:59:00 | 0.8500000 | 0.0666667 | 1.0 | 4.9024 | 6.128 | 6.1280 | Chelsea Court | Chelsea Court |
| 85a1-9b62 | 4e79-a40f | 4124-e9c0 | completed | 2012-04-11 11:29:00 | NA | NA | 1.0 | 81.0560 | 101.320 | 101.3200 | Chelsea Court | Chelsea Court |
| 8d4e-ae57 | 4fe5-a702 | e79e-142d | completed | 2012-04-13 22:55:00 | 1.5666667 | 0.8000000 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Allen Abby |
| 8b04-3ac9 | 493d-c131 | c9a3-8d55 | completed | 2012-04-14 11:21:00 | 2.0000000 | 0.7833333 | 1.0 | 4.8512 | 6.064 | 6.0640 | Chelsea Court | Allen Abby |
| b602-6067 | 4436-6806 | 61e0-ed48 | completed | 2012-05-05 02:02:00 | 2.6166667 | 2.5833333 | 1.0 | 6.0480 | 7.560 | 7.5600 | Chelsea Court | Allen Abby |
| b150-c566 | 4fc7-9d8e | ecf0-f3b5 | completed | 2012-04-27 19:39:00 | 0.9500000 | 0.0166667 | 1.0 | 10.9568 | 13.696 | 13.6960 | Chelsea Court | Chelsea Court |
| 9004-4d2d | 403f-30ea | 6274-dae9 | completed | 2012-04-11 22:30:00 | 1.5666667 | 1.6833333 | 1.5 | 8.5248 | 10.656 | 9.5904 | Chelsea Court | Chelsea Court |
| 956e-9453 | 4fa1-ec63 | 7043-e5dd | completed | 2012-04-15 17:56:00 | 2.8666667 | 1.8500000 | 1.0 | 2.6176 | 3.272 | 3.2720 | Chelsea Court | Chelsea Court |
| 97dc-1091 | 4045-1674 | cc4f-433c | completed | 2012-04-20 20:40:00 | 2.6000000 | 0.8000000 | 1.0 | 5.2352 | 6.544 | 6.5440 | Chelsea Court | Chelsea Court |
| 8d1e-5277 | 450e-a1ad | 4d88-ab83 | completed | 2012-04-10 12:03:00 | 3.7000000 | 15.5000000 | 1.0 | 6.1696 | 7.712 | 7.7120 | Chelsea Court | Blair Bend |
| 96fc-5b63 | 47a0-36fd | 9716-f4ee | completed | 2012-04-13 22:24:00 | 1.7333333 | 2.0166667 | 1.3 | 3.1040 | 3.880 | 3.4920 | Chelsea Court | Daisy Drive |
| a029-dab9 | 4d91-259f | 3379-6df9 | completed | 2012-04-20 18:43:00 | 0.7333333 | 0.8333333 | 1.0 | 4.8768 | 6.096 | 6.0960 | Chelsea Court | Allen Abby |
| ad33-a5b2 | 4ccf-2716 | 30f5-5c53 | completed | 2012-04-11 23:06:00 | 4.2833333 | 6.6500000 | 1.0 | 2.6176 | 3.272 | 3.2720 | Chelsea Court | Chelsea Court |
| a228-737a | 43fc-ec02 | 37cd-53c5 | completed | 2012-04-13 08:53:00 | 2.7500000 | 4.0833333 | 1.2 | 4.8832 | 6.104 | 6.1040 | Chelsea Court | Chelsea Court |
| 873b-2017 | 4e79-a40f | 2ed4-2247 | completed | 2012-04-27 17:20:00 | NA | NA | 1.0 | 34.7520 | 43.440 | 43.4400 | Chelsea Court | Chelsea Court |
| 98cb-68e1 | 45d3-3ee8 | 3b1b-d3ca | completed | 2012-04-22 09:28:00 | 7.8833333 | 5.3000000 | 1.2 | 4.8832 | 6.104 | 6.1040 | Chelsea Court | Chelsea Court |
| 81e8-29e1 | 4f76-cd67 | 51da-a8f5 | completed | 2012-05-04 18:34:00 | 2.4166667 | 2.2166667 | 1.3 | 8.8384 | 11.048 | 11.0480 | Chelsea Court | Blair Bend |
| 8cb1-e736 | 4f36-b57b | 4fab-d205 | completed | 2012-05-06 13:43:00 | 1.4500000 | 0.4833333 | 1.0 | 5.2096 | 6.512 | 6.5120 | Allen Abby | Chelsea Court |
| bbf9-7484 | 429b-035a | 6115-1fe0 | completed | 2012-04-25 16:36:00 | 1.9666667 | NA | 1.0 | 3.9808 | 4.976 | 4.9760 | Chelsea Court | Allen Abby |
| be71-3052 | 43d1-6d2c | a855-9d88 | completed | 2012-04-26 20:54:00 | 0.7666667 | 0.0166667 | 1.0 | 6.0864 | 7.608 | 7.6080 | Chelsea Court | Chelsea Court |
| 99ef-1a75 | 411a-0a2b | 3562-dfa8 | completed | 2012-05-04 21:53:00 | 7.3500000 | 6.4833333 | 1.0 | 4.8896 | 6.112 | 6.1120 | Blair Bend | Blair Bend |
| bdee-3181 | 4e16-0778 | 0c7b-ccb4 | completed | 2012-04-25 18:33:00 | 0.4666667 | 0.0166667 | 1.0 | 7.0528 | 8.816 | 8.8160 | Chelsea Court | Chelsea Court |
| 8640-f89e | 4e00-0fbd | b4e6-d79b | rider_canceled | 2012-04-19 12:44:00 | 5.6166667 | 6.3500000 | 1.0 | 1.2800 | 1.600 | 1.6000 | Allen Abby | Allen Abby |
| a16c-165a | 400d-b444 | 8051-8849 | completed | 2012-04-12 12:38:00 | 1.6333333 | 1.1333333 | 1.4 | 5.5296 | 6.912 | 6.9120 | Allen Abby | Allen Abby |
| b389-0113 | 4952-26d9 | ff66-9cbf | completed | 2012-04-12 03:02:00 | 4.6666667 | 3.5666667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Chelsea Court |
| 8f49-ea9e | 40e4-546b | 5946-1009 | completed | 2012-04-16 19:14:00 | 1.4000000 | 1.3666667 | 1.0 | 4.2368 | 5.296 | 5.2960 | Chelsea Court | Allen Abby |
| afe4-2852 | 46c0-abc2 | d748-6add | completed | 2012-04-22 22:49:00 | 3.1833333 | 3.6666667 | 1.0 | 9.8496 | 12.312 | 12.3120 | Allen Abby | Chelsea Court |
| 8af8-15b9 | 4d20-2151 | 2542-20fa | rider_canceled | 2012-04-13 15:05:00 | 4.8000000 | NA | 1.6 | 0.0000 | 0.000 | 0.0000 | Chelsea Court | Allen Abby |
| a410-c2a4 | 4278-f2b6 | 54cd-c985 | completed | 2012-04-28 05:25:00 | 6.0000000 | 3.8333333 | 1.0 | 9.7600 | 12.200 | 12.2000 | Daisy Drive | Daisy Drive |
Converting data types: * Trip status to factor * Request time to date format * Start location as factor * End location as factor
driver_rider_trips$trip_status <- as.factor(driver_rider_trips$trip_status) # converting to factor
driver_rider_trips$request_time <- ymd_hms(driver_rider_trips$request_time) # converting to date## Warning: 38 failed to parse.driver_rider_trips$start_geo <- as.factor(driver_rider_trips$start_geo) # converting to factor
driver_rider_trips$end_geo <- as.factor(driver_rider_trips$end_geo) # converting to factor
glimpse(driver_rider_trips)## Rows: 59,999
## Columns: 13
## $ trip_id <chr> "b3cb-b9bf", "8569-0fbf", "86f2-e4cc", "aef6…
## $ driver_id <chr> "4649-2f0a", "4003-e2e7", "44af-7b74", "4909…
## $ rider_id <chr> "5ba9-cd29", "b8ed-f739", "a12d-275f", "14af…
## $ trip_status <fct> completed, completed, completed, completed, …
## $ request_time <dttm> 2012-04-09 06:12:00, 2012-05-06 05:44:00, 2…
## $ estimated_time_to_arrival <dbl> 4.483333, 4.683333, 1.983333, 2.750000, NA, …
## $ actual_time_to_arrival <dbl> 3.5166667, 2.6333333, 1.3333333, 1.7000000, …
## $ surge_multiplier <dbl> 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0,…
## $ driver_payout <dbl> 4.2368, 8.2432, 6.1952, 8.1856, 11.8080, 4.7…
## $ trip_price_pre_discount <dbl> 5.296, 10.304, 7.744, 10.232, 14.760, 5.968,…
## $ rider_payment <dbl> 5.296, 10.304, 7.744, 10.232, 14.760, 5.968,…
## $ start_geo <fct> Allen Abby, Blair Bend, Chelsea Court, Chels…
## $ end_geo <fct> Chelsea Court, Chelsea Court, Blair Bend, Da…Missing Values
# calculate missing values
na_table <-
map_dbl(driver_rider_trips, function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| actual_time_to_arrival | 6416 |
| estimated_time_to_arrival | 2500 |
| request_time | 184 |
| driver_id | 146 |
| trip_status | 146 |
| surge_multiplier | 146 |
| driver_payout | 146 |
| start_geo | 146 |
| end_geo | 146 |
| trip_id | 0 |
| rider_id | 0 |
| trip_price_pre_discount | 0 |
| rider_payment | 0 |
There are 146 Trip IDs that do not have a corresponding driver assigned. All of these 146 trips were cancelled by the rider. It seems like the trips were cancelled before a driver could be assigned. After removing these 146 Trip IDs the missing value table looks like this:
# Removing Trip IDs with no driver assigned
driver_rider_trips <-
filter(driver_rider_trips, !is.na(driver_id))
# calculate missing values
na_table <-
map_dbl(driver_rider_trips, function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| actual_time_to_arrival | 6270 |
| estimated_time_to_arrival | 2354 |
| request_time | 38 |
| trip_id | 0 |
| driver_id | 0 |
| rider_id | 0 |
| trip_status | 0 |
| surge_multiplier | 0 |
| driver_payout | 0 |
| trip_price_pre_discount | 0 |
| rider_payment | 0 |
| start_geo | 0 |
| end_geo | 0 |
Only actual time to arrival and estimated time to arrival columns has missing values. Note: Out of 6270 missing values for actual time to arrival: * 3800: rider cancelled trips * 2407: completed trips * 35: unfulfilled trips * 29: failed trips Completed trips should have non-missing values i.e. 2407 trips. Other trips should have missing values. Note: Out of 2354 missing values for estimated time to arrival: * 81: rider cancelled trips * 2210: completed trips * 34: unfulfilled trips * 29: failed trips Trips which are unfulfilled should have missing values. Other trips can have non-missing values i.e. 2325 trips. The updated missing value table looks like:
# calculate missing values
na_table <-
map_dbl(filter(driver_rider_trips, trip_status == 'completed'), function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
na_table$total_missing[2] <- 2325
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| actual_time_to_arrival | 2407 |
| estimated_time_to_arrival | 2325 |
| request_time | 34 |
| trip_id | 0 |
| driver_id | 0 |
| rider_id | 0 |
| trip_status | 0 |
| surge_multiplier | 0 |
| driver_payout | 0 |
| trip_price_pre_discount | 0 |
| rider_payment | 0 |
| start_geo | 0 |
| end_geo | 0 |
Imputing Missing Values After replacing the missing actual time to arrival values with estimated time to arrival, the missing value table looks like this:
# replacing the missing actual time to arrival values with estimated time to arrival
driver_rider_trips$actual_time_to_arrival <-
ifelse(is.na(driver_rider_trips$actual_time_to_arrival) & driver_rider_trips$trip_status == "completed",
driver_rider_trips$estimated_time_to_arrival, driver_rider_trips$actual_time_to_arrival)
# calculate missing values
na_table <-
map_dbl(filter(driver_rider_trips, trip_status == 'completed'), function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
na_table$total_missing[2] <- 2325
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| estimated_time_to_arrival | 2210 |
| actual_time_to_arrival | 2325 |
| request_time | 34 |
| trip_id | 0 |
| driver_id | 0 |
| rider_id | 0 |
| trip_status | 0 |
| surge_multiplier | 0 |
| driver_payout | 0 |
| trip_price_pre_discount | 0 |
| rider_payment | 0 |
| start_geo | 0 |
| end_geo | 0 |
To fill the remaining 2210 actual time to arrival values and 2325 estimated time to arrival values, I have incorporated the following approach:
- Calculated the median actual time/estimated time to arrival values at each hour for all start locations
- Replaced the missing actual time/estimated time to arrival values by the median value for that particular hour and start location respectively
Using the above logic we are able to fill all the valuess.
# df1 contains all the median actual time to arrival by hour and start location for all completed driver trips
df1 <-
driver_rider_trips %>%
filter(trip_status == "completed") %>%
group_by(start_geo, hour(request_time)) %>%
summarize(median_actual_time_to_arrival = median(actual_time_to_arrival, na.rm = TRUE)) %>%
select(start_geo, hour = `hour(request_time)`, median_actual_time_to_arrival)## `summarise()` has grouped output by 'start_geo'. You can override using the
## `.groups` argument.# Repalacing missing ATA values with the median values for that particular hour and start location, for all completed trips
driver_rider_trips <-
mutate(driver_rider_trips, hour = hour(request_time)) %>%
left_join(df1, by= c('start_geo'='start_geo', 'hour'='hour')) %>%
mutate(actual_time_to_arrival = ifelse(is.na(actual_time_to_arrival)
, median_actual_time_to_arrival
, actual_time_to_arrival)) %>%
select(everything(), -median_actual_time_to_arrival, -hour)
# df2 contains all the median estimated time to arrival by hour and start location
df2 <-
driver_rider_trips %>%
group_by(start_geo, hour(request_time)) %>%
summarize(median_estimated_time_to_arrival = median(estimated_time_to_arrival, na.rm = TRUE)) %>%
select(start_geo, hour = `hour(request_time)`, median_estimated_time_to_arrival)## `summarise()` has grouped output by 'start_geo'. You can override using the
## `.groups` argument.# Repalacing missing estimated time to arrival values with the median values for that particular hour and start location
driver_rider_trips <-
mutate(driver_rider_trips, hour = hour(request_time)) %>%
left_join(df2, by= c('start_geo'='start_geo', 'hour'='hour')) %>%
mutate(estimated_time_to_arrival = ifelse(is.na(estimated_time_to_arrival)
, median_estimated_time_to_arrival
, estimated_time_to_arrival)) %>%
select(everything(), -median_estimated_time_to_arrival, -hour)
# Unfulfilled trips should have missing estimated time to arrival values
driver_rider_trips$estimated_time_to_arrival <-
ifelse(driver_rider_trips$trip_status == "unfulfilled", NA, driver_rider_trips$estimated_time_to_arrival)Final missing values table
# calculate missing values
na_table <-
map_dbl(filter(driver_rider_trips, trip_status == 'completed'), function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| request_time | 34 |
| trip_id | 0 |
| driver_id | 0 |
| rider_id | 0 |
| trip_status | 0 |
| estimated_time_to_arrival | 0 |
| actual_time_to_arrival | 0 |
| surge_multiplier | 0 |
| driver_payout | 0 |
| trip_price_pre_discount | 0 |
| rider_payment | 0 |
| start_geo | 0 |
| end_geo | 0 |
Outlier Analysis Observations from the summary table: * Estimated time to arrival ranges between 0.02 - 33.77 minutes. However, 99% values lie below 9.5 minutes. * Actual time to arrival ranges between 0.02 - 35.68 minutes. However, 99% values lie below 10.88 minutes. * Surge multiplier ranges between 1 - 4.8. The mean surge price is 1.16. * Driver Payout ranges between $0 - $175.87. However, 99% values lie below $24.24. There are 5 completed trips with $0 driver payout which have been removed. * Trip price per discount ranges between $0 - $219.83. However, 99% values lie below $30.30. * Rider payment ranges between $0 - $219.83. However, 99% values lie below $30.27. There are 5 completed trips with $0 rider payment which have been removed. * Note: Added a new column Actual Minus Estimated Time which is the difference between actual and estimated time of arrivals. It ranges between 50.95 minutes early to 65.77 minutes late. I have removed all values having an absolute value of over 30 minutes.
All variables seem to be heavily right skewed and top 1% values might be outliers. However, a throrough analysis needs to be done before removing any of the top 1% values.
# Difference between the actual and estimated time of arrival
driver_rider_trips$actual_minus_estimated_time <- driver_rider_trips$actual_time_to_arrival - driver_rider_trips$estimated_time_to_arrival
# removing all difference values having an absolute value of over 30 minutes.
driver_rider_trips <- filter(driver_rider_trips, abs(actual_minus_estimated_time) <=30 | is.na(actual_minus_estimated_time))
index1 <- 6 # from column
index2 <- 11 # to column
# summary statistics for numerical variables
summary <- data.frame()
for(i in c(index1:index2, 14))
{
name = colnames(driver_rider_trips)[i]
min = min(driver_rider_trips[,i], na.rm=TRUE) %>% round(2)
percentile_1st = quantile(driver_rider_trips[,i,drop=TRUE], probs = 0.01, na.rm = TRUE) %>% round(2) %>% as.numeric()
mean = mean(driver_rider_trips[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
median = median(driver_rider_trips[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
percentile_99th = quantile(driver_rider_trips[,i,drop=TRUE], probs = 0.99, na.rm = TRUE) %>% round(2) %>% as.numeric()
max = max(driver_rider_trips[,i], na.rm=TRUE) %>% round(2)
count = sum(!is.na(driver_rider_trips[,i]))
df = data.frame(name, min, percentile_1st, mean=mean, median=median, percentile_99th, max, count)
summary <- rbind(summary, df)
}
# printing data
kable(summary) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| name | min | percentile_1st | mean | median | percentile_99th | max | count |
|---|---|---|---|---|---|---|---|
| estimated_time_to_arrival | 0.02 | 0.40 | 3.25 | 2.82 | 9.48 | 33.77 | 59805 |
| actual_time_to_arrival | 0.02 | 0.02 | 2.62 | 1.95 | 10.88 | 35.68 | 59839 |
| surge_multiplier | 1.00 | 1.00 | 1.16 | 1.00 | 2.50 | 4.80 | 59839 |
| driver_payout | 0.00 | 0.00 | 6.10 | 4.94 | 24.24 | 175.87 | 59839 |
| trip_price_pre_discount | 0.00 | 0.00 | 7.62 | 6.18 | 30.30 | 219.83 | 59839 |
| rider_payment | 0.00 | 0.00 | 7.57 | 6.14 | 30.27 | 219.83 | 59839 |
| actual_minus_estimated_time | -24.55 | -5.83 | -0.63 | -0.75 | 4.83 | 29.93 | 59805 |
(II) Driver Data (20202 X 5)
Data Dictionary
| Variable | Description |
|---|---|
| driver_id | Unique identifier for driver |
| first_completed_trip | Timestamp of the driver’s first completed trip |
| lifetime_rating | Lifetime rating of driver |
| lifetime_fares | Lifetime payout to driver |
| lifetime_completed_trips | Lifetime completed trips of driver |
First 100 rows
kable(head(driver_data, 100)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive")) %>%
scroll_box(width = "100%", height = "500px")| driver_id | first_completed_trip | lifetime_rating | lifetime_fares | lifetime_completed_trips |
|---|---|---|---|---|
| 48dc-c2db | 2010-11-18 00:36:00 | 4.816199 | 8038.104 | 877 |
| 49aa-b176 | 2011-12-29 15:34:00 | 4.793532 | 9428.024 | 967 |
| 4332-47bc | 2010-08-13 16:14:00 | 4.924581 | 13578.024 | 1719 |
| 4004-efca | 2012-02-12 22:40:00 | 4.408000 | 2020.952 | 172 |
| 4efa-33c0 | 2011-04-28 03:56:00 | 4.605660 | 15984.752 | 1755 |
| 473e-8b46 | 2011-01-13 01:11:00 | 4.585777 | 38344.432 | 4481 |
| 452d-ee3d | 2010-10-25 09:57:00 | 4.721304 | 31428.432 | 3562 |
| 4df7-09fd | 2010-08-21 12:42:00 | 4.794983 | 63105.080 | 6301 |
| 4c98-9a22 | 2011-06-27 23:12:00 | 4.758839 | 30314.240 | 3283 |
| 49bd-0b7c | 2012-02-08 16:59:00 | 4.878992 | 11082.416 | 1161 |
| 408f-5ff1 | 2010-11-07 01:18:00 | 4.779570 | 19582.576 | 2698 |
| 4403-a9b0 | 2012-04-03 03:11:00 | 4.944444 | 760.960 | 67 |
| 4e36-9cab | 2012-02-26 04:35:00 | 4.457627 | 2755.000 | 331 |
| 46e0-3688 | 2012-02-16 14:35:00 | 4.722488 | 7188.136 | 785 |
| 4f81-9298 | 2010-11-09 15:00:00 | 4.685209 | 44642.504 | 4803 |
| 4248-98f2 | 2012-02-25 01:21:00 | 4.923077 | 1357.944 | 129 |
| 426c-8516 | 2010-01-15 02:52:00 | 4.867809 | 41737.232 | 4300 |
| 463c-cb98 | 2011-11-26 17:09:00 | 4.495413 | 10920.200 | 1106 |
| 448a-d367 | 2010-08-29 01:06:00 | 4.867924 | 26527.992 | 935 |
| 403e-6c5e | 2012-04-27 00:16:00 | 4.905000 | 1016.896 | 120 |
| 41bb-7bd6 | 2009-11-28 17:33:00 | 4.658796 | 33244.416 | 3359 |
| 4c01-6f1b | 2010-02-07 01:33:00 | 4.905595 | 50930.792 | 5143 |
| 48d8-8c58 | 2010-07-21 00:52:00 | 4.751610 | 20325.872 | 2090 |
| 4a7f-a553 | 2010-06-28 11:33:00 | 4.871662 | 17968.040 | 1884 |
| 4332-ca4b | 2010-05-09 01:45:00 | 4.661159 | 55469.288 | 6049 |
| 41ff-9521 | 2012-04-24 15:49:00 | 4.250000 | 348.904 | 29 |
| 49e1-4706 | 2011-06-26 03:49:00 | 4.865598 | 12608.440 | 1321 |
| 4875-dfb3 | 2010-11-22 22:08:00 | 4.723230 | 43722.752 | 4544 |
| 4a5d-abe8 | 2011-02-02 11:43:00 | 4.746875 | 4676.960 | 524 |
| 447e-71c0 | 2009-10-13 20:55:00 | 4.807692 | 123681.856 | 12632 |
| 47b7-05b3 | 2010-09-07 00:45:00 | 4.742366 | 24589.696 | 2365 |
| 42b6-7805 | 2012-05-01 14:07:00 | 4.695652 | 379.248 | 36 |
| 4447-094e | 2011-07-18 22:55:00 | 4.883408 | 11966.568 | 1119 |
| 4538-b1ab | 2011-03-30 05:02:00 | 4.800238 | 33486.888 | 3912 |
| 4a09-5f97 | 2010-08-05 23:59:00 | 4.800819 | 11485.872 | 1298 |
| 4792-1960 | 2012-03-23 13:11:00 | 4.540284 | 3379.808 | 367 |
| 4483-0184 | 2010-06-04 02:47:00 | 4.798387 | 3756.320 | 329 |
| 4300-5615 | 2012-02-23 19:39:00 | 4.668293 | 2456.312 | 229 |
| 4485-97df | 2009-09-13 17:32:00 | 4.619641 | 94095.456 | 9313 |
| 461e-f95c | 2009-04-13 00:26:00 | 4.784842 | 31141.512 | 3119 |
| 42f6-eeba | 2012-01-06 17:37:00 | NA | 8518.360 | 1338 |
| 4b33-4989 | 2012-04-11 00:09:00 | 4.947368 | 1000.872 | 112 |
| 45f5-1e40 | 2010-11-13 03:25:00 | 4.883598 | 6696.600 | 704 |
| 4fba-ba6a | 2010-03-15 22:11:00 | 4.857357 | 79225.704 | 6877 |
| 4934-fe71 | 2011-12-04 00:28:00 | 4.845292 | 12173.544 | 1152 |
| 4840-6a49 | 2009-12-30 16:22:00 | 4.840787 | 40379.048 | 4260 |
| 4fd8-7367 | 2012-02-24 14:36:00 | 4.287671 | 1284.640 | 162 |
| 4385-4173 | 2010-11-08 14:50:00 | 4.862913 | 11518.224 | 1394 |
| 4cf4-243e | 2009-09-29 19:56:00 | 4.782112 | 95215.728 | 10635 |
| 4b61-61ec | 2012-01-25 21:52:00 | 4.797203 | 2922.384 | 376 |
| 4cb1-3fbb | 2010-09-23 23:08:00 | 4.828037 | 22115.768 | 2585 |
| 491b-5297 | 2010-05-21 01:16:00 | 4.792157 | 22537.712 | 2317 |
| 4c44-9b8b | 2009-10-31 03:44:00 | 4.710031 | 37561.808 | 4131 |
| 4ea3-3b90 | 2009-11-14 22:55:00 | 4.246377 | 5258.984 | 531 |
| 4b3d-deb7 | 2010-06-25 15:43:00 | 4.615980 | 57861.896 | 5743 |
| 4649-8cbc | 2012-02-15 20:06:00 | 4.577061 | 11147.864 | 1306 |
| 44e9-db58 | 2012-01-11 00:09:00 | 4.523046 | 10212.016 | 1116 |
| 49fa-23f0 | 2012-02-20 12:51:00 | 4.607143 | 5980.040 | 636 |
| 4761-ce55 | 2012-04-21 02:25:00 | 4.765957 | 706.096 | 70 |
| 474c-8b38 | 2011-09-16 19:26:00 | 4.666189 | 13712.352 | 1298 |
| 4dff-1b21 | 2012-01-11 18:18:00 | 4.791403 | 14601.280 | 1702 |
| 4c6d-22db | 2012-03-28 19:39:00 | 4.902778 | 975.888 | 89 |
| 43f3-ed32 | 2011-10-17 09:08:00 | 4.716418 | 5191.024 | 537 |
| 4d87-1393 | 2010-06-02 11:29:00 | 4.779441 | 37773.800 | 4119 |
| 4f20-ad68 | 2010-11-09 17:11:00 | 4.705608 | 23182.424 | 2431 |
| 4c90-950a | 2010-12-11 05:14:00 | 4.636364 | 34667.304 | 3847 |
| 4025-dc78 | 2011-08-29 22:59:00 | NA | 1174.368 | 180 |
| 4005-68e6 | 2012-03-15 23:16:00 | 4.742515 | 4167.112 | 360 |
| 432d-c81a | 2010-08-21 12:00:00 | 4.848020 | 27659.056 | 2875 |
| 4a8c-40bf | 2010-08-07 03:40:00 | 4.472719 | 39607.128 | 3480 |
| 40b3-4b1f | 2010-07-16 02:42:00 | 4.715126 | 57591.368 | 5861 |
| 40e2-6fee | 2008-10-25 20:00:00 | 4.804990 | 46995.800 | 2714 |
| 4505-3bc0 | 2008-08-27 18:11:00 | 4.815020 | 258998.496 | 8761 |
| 415c-1c1b | 2010-01-08 21:45:00 | 4.737914 | 34073.536 | 3640 |
| 4355-d53d | 2007-08-04 00:44:00 | 4.778516 | 216194.184 | 9374 |
| 448d-9038 | 2011-11-11 02:06:00 | 4.686617 | 28040.936 | 2972 |
| 46aa-6579 | 2009-07-30 15:55:00 | 4.579928 | 66376.664 | 4239 |
| 4b13-fda7 | 2010-11-03 02:25:00 | 4.876975 | 24194.536 | 2637 |
| 45f2-c9c3 | 2007-09-23 23:29:00 | 4.776902 | 164770.504 | 6505 |
| 421d-fd9a | 2010-06-22 00:23:00 | 4.689189 | 6019.680 | 606 |
| 4f3b-36c5 | 2011-03-09 23:19:00 | 4.791579 | 49847.320 | 5205 |
| 45bb-5847 | 2009-08-21 03:14:00 | 4.743920 | 93875.640 | 9999 |
| 4268-b91c | 2011-07-06 19:31:00 | 4.680431 | 24333.512 | 2836 |
| 489c-45e3 | 2011-01-31 22:08:00 | 4.814552 | 15406.920 | 1722 |
| 468c-39ae | 2012-03-08 16:20:00 | 4.808362 | 5371.912 | 560 |
| 42c5-ea43 | 2010-08-10 19:57:00 | 4.667339 | 6801.832 | 699 |
| 4bb8-66bd | 2007-06-16 01:13:00 | 4.710927 | 226156.208 | 11710 |
| 44a4-f9ed | 2011-11-08 14:17:00 | 4.781931 | 6973.312 | 695 |
| 47b6-2c8e | 2010-12-14 18:20:00 | 4.798508 | 11827.168 | 1182 |
| 4153-9769 | 2011-04-18 16:10:00 | 4.713287 | 14204.224 | 1715 |
| 4772-e969 | 2012-01-17 21:37:00 | 4.785575 | 12165.920 | 1148 |
| 4c84-f5dd | 2009-11-28 14:54:00 | 4.725834 | 52511.080 | 4903 |
| 4542-f3fd | 2010-09-20 21:53:00 | 4.950000 | 1310.632 | 152 |
| 4374-91bf | 2012-04-03 21:27:00 | 4.870130 | 3089.688 | 357 |
| 49d4-2b33 | 2011-01-23 02:00:00 | 4.743371 | 17113.592 | 1905 |
| 4b6a-aac7 | 2011-08-05 13:24:00 | 4.657407 | 4343.336 | 502 |
| 47b9-fd57 | 2010-06-24 21:37:00 | 4.769859 | 24953.232 | 2090 |
| 4a02-f1be | 2009-03-14 02:27:00 | 4.812075 | 20352.768 | 2042 |
| 4da7-b331 | 2011-01-18 23:08:00 | 4.851326 | 33796.904 | 3734 |
| 43e4-b120 | 2012-03-29 06:05:00 | 4.718593 | 2383.360 | 222 |
Missing Values
# calculate missing values
na_table <-
map_dbl(driver_data, function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| lifetime_rating | 540 |
| driver_id | 0 |
| first_completed_trip | 0 |
| lifetime_fares | 0 |
| lifetime_completed_trips | 0 |
Imputing Missing Values 99% of the drivers have a lifetime rating between 4.38 to 5. Hence, it is reasonable to fill in the missing values using the median value i.e. 4.79. The missing value table after the imputation looks like:
# filling the missing lifetime rating with the median value
driver_data$lifetime_rating <-
ifelse(is.na(driver_data$lifetime_rating), median(driver_data$lifetime_rating, na.rm=TRUE) ,
driver_data$lifetime_rating)
# calculate missing values
na_table <-
map_dbl(driver_data, function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| driver_id | 0 |
| first_completed_trip | 0 |
| lifetime_rating | 0 |
| lifetime_fares | 0 |
| lifetime_completed_trips | 0 |
Outlier Analysis * There is a duplicate value for driver id: 4a3c-ac69. The duplicate value has been removed. * Driver id: 4e79-a40f has had $805410479 of lifetime fares and 41940330 completed trips. This is clearly an erroneous value which has been removed. * Note: Added a new column lifetime_fare_per_trip which is the lifetime average fare per trip for the drivers.
# removing duplicate driver id
remove_index <- which(driver_data$driver_id == '4a3c-ac69' & year(driver_data$first_completed_trip) == 2012)
driver_data <- driver_data[-remove_index,]
# removing outlier driver id
remove_index <- which(driver_data$driver_id == '4e79-a40f')
driver_data <- driver_data[-remove_index,]
# calculating lifetime fare per trip
driver_data$lifetime_fare_per_trip <- driver_data$lifetime_fares/driver_data$lifetime_completed_tripsObservations from the summary table: * lifetime rating of the drivers ranges between 2 - 5. However, only 1% of the ratings lie below 4.39. We might want to investigate drivers that have ratings lower than 4. * lifetime fares of the driver ranges between $8.78 - $579564.45. * lifetime completed trips of the driver ranges between 1 - 24701. However, 99% of the driver have trips lower than 13501. * life fare per trip ranges from $5.10 - $64.78. This value highly depends upon the number of trips undertaken by the drivers.
All variables seem to be heavily right skewed and top 1% values might be outliers. However, a throrough analysis needs to be done before removing any of the top 1% values.
index1 <- 3 # from column
index2 <- 6 # to column
# summary statistics for numerical variables
summary <- data.frame()
for(i in index1:index2)
{
name = colnames(driver_data)[i]
min = min(driver_data[,i], na.rm=TRUE) %>% round(2)
percentile_1st = quantile(driver_data[,i,drop=TRUE], probs = 0.01, na.rm = TRUE) %>% round(2) %>% as.numeric()
mean = mean(driver_data[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
median = median(driver_data[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
percentile_99th = quantile(driver_data[,i,drop=TRUE], probs = 0.99, na.rm = TRUE) %>% round(2) %>% as.numeric()
max = max(driver_data[,i], na.rm=TRUE) %>% round(2)
count = sum(!is.na(driver_data[,i]))
df = data.frame(name, min, percentile_1st, mean=mean, median=median, percentile_99th, max, count)
summary <- rbind(summary, df)
}
kable(summary) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| name | min | percentile_1st | mean | median | percentile_99th | max | count |
|---|---|---|---|---|---|---|---|
| lifetime_rating | 2.00 | 4.39 | 4.77 | 4.79 | 4.96 | 5.00 | 20200 |
| lifetime_fares | 8.78 | 349.58 | 31598.88 | 17657.71 | 220139.19 | 579564.45 | 20200 |
| lifetime_completed_trips | 1.00 | 37.00 | 2814.53 | 1802.00 | 13501.04 | 24701.00 | 20200 |
| lifetime_fare_per_trip | 5.10 | 6.52 | 10.46 | 9.61 | 28.63 | 64.78 | 20200 |
(III) Rider Data (50436 X 5)
Data Dictionary
| Variable | Description |
|---|---|
| rider_id | Unique identifier for rider |
| first_completed_trip | Timestamp of the rider’s first completed trip |
| lifetime_trips | Lifetime completed trips of rider |
| first_trip_city_id | The city ID of the rider’s first trip |
| lifetime_payments | Lifetime payments of rider |
First 100 rows
kable(head(rider_data, 100)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive")) %>%
scroll_box(width = "100%", height = "500px")| rider_id | first_completed_trip | lifetime_trips | first_trip_city_id | lifetime_payments |
|---|---|---|---|---|
| 9bdf-012c | NA | 3 | 1000 | 101.680 |
| 512f-e359 | NA | 1 | 1000 | 33.824 |
| 12d7-7db9 | NA | 2 | 1000 | 23.584 |
| ace8-3e1e | NA | 8 | 1000 | 234.920 |
| 069a-5579 | NA | 23 | 1000 | 568.688 |
| 1f79-dab4 | NA | 2 | 1000 | 36.136 |
| c12d-4dd9 | NA | 6 | 1000 | 131.984 |
| 92b5-f5e9 | NA | 2 | 1000 | 35.824 |
| aa7d-646e | NA | 47 | 1000 | 1575.560 |
| 32e7-a6fa | NA | 1 | 1000 | 20.696 |
| e061-4636 | NA | 45 | 1000 | 768.576 |
| 1704-1339 | NA | 2 | 1000 | 58.056 |
| 3e67-0838 | NA | 1 | 1000 | 24.536 |
| 02eb-e58c | NA | 13 | 1000 | 368.848 |
| 97d1-6b17 | NA | 26 | 1000 | 510.608 |
| c464-e1b3 | NA | 14 | 1000 | 269.232 |
| 61ed-8611 | NA | 7 | 1000 | 102.624 |
| a87a-0eab | NA | 8 | 1000 | 274.456 |
| 6c65-6177 | NA | 10 | 1000 | 147.880 |
| edc3-5f73 | NA | 3 | 1000 | 42.568 |
| d7b4-c92c | NA | 18 | 1000 | 357.352 |
| 2a99-69a3 | NA | 8 | 1000 | 108.952 |
| 1457-32e0 | NA | 17 | 1000 | 353.616 |
| 81be-dc5c | NA | 9 | 1000 | 147.424 |
| d3c6-5484 | NA | 3 | 1000 | 84.048 |
| 85f6-5ac9 | NA | 4 | 1000 | 81.768 |
| c4dd-f470 | NA | 40 | 1000 | 783.192 |
| 8787-98f4 | NA | 22 | 1000 | 322.216 |
| 3d2b-d3de | NA | 1 | 1000 | 11.080 |
| 1eba-9c41 | NA | NA | 1000 | NA |
| 3bae-5d1f | NA | 1 | 1000 | 0.000 |
| 1d2e-496d | NA | 4 | 1000 | 130.832 |
| d592-e992 | NA | 5 | 1000 | 133.424 |
| f082-f35b | NA | 16141 | 1000 | 92493.840 |
| f8da-3894 | NA | 4 | 1000 | 163.800 |
| f1b2-53f1 | NA | 3 | 1000 | 65.488 |
| 7b73-260b | NA | 1 | 1000 | 16.304 |
| e388-07c3 | NA | 1 | 1000 | 23.776 |
| 070a-34b4 | NA | 2 | 1000 | 48.424 |
| fb29-0edf | NA | 5210 | 1000 | 41967.144 |
| 5505-c9c6 | NA | 28 | 1000 | 695.472 |
| 0b4e-40ab | NA | 1 | 1000 | 0.000 |
| 4f2c-bbfa | NA | 26 | 1000 | 513.184 |
| bd34-ae53 | NA | 7 | 1000 | 171.048 |
| 27ed-b8a5 | NA | 18 | 1000 | 239.816 |
| 8652-4c06 | NA | 6 | 1000 | 148.232 |
| 1ec4-4903 | NA | 14 | 1000 | 325.832 |
| 03b0-475a | NA | 5 | 1000 | 97.272 |
| 4874-806d | NA | 1849 | 1000 | 11752.472 |
| f40a-b325 | NA | 3 | 1000 | 53.560 |
| 624f-71c9 | NA | 1 | 1000 | 5.192 |
| f56b-f194 | NA | 5 | 1000 | 149.632 |
| 8487-9f18 | NA | 52 | 1000 | 868.192 |
| b684-df47 | NA | 2 | 1000 | 56.168 |
| 1b4c-b95e | NA | 13568 | 1000 | 90843.888 |
| 7ce4-96c9 | NA | 1 | 1000 | 8.296 |
| 1e8f-2f8f | NA | 149 | 1000 | 2961.224 |
| 22f7-8388 | NA | 145 | 1000 | 2999.760 |
| eae8-b4e2 | NA | 2 | 1000 | 24.688 |
| 5971-106e | NA | 1 | 1000 | 24.208 |
| 5d23-2634 | NA | 7 | 1000 | 108.408 |
| 7d3e-6a83 | NA | 4 | 1000 | 74.272 |
| 4c42-87ab | NA | 20 | 1000 | 456.336 |
| 5e4b-d2eb | NA | 4 | 1000 | 41.904 |
| b7c8-3fb3 | NA | 16 | 1000 | 248.792 |
| 4059-da58 | NA | 2 | 1000 | 33.216 |
| 3b92-a81e | NA | 1280 | 1000 | 8700.280 |
| 5b30-e575 | NA | 41 | 1000 | 611.328 |
| f617-b153 | NA | 6 | 1000 | 135.240 |
| 81ec-7737 | NA | 1 | 1000 | 22.352 |
| e3c2-a4ba | NA | 11 | 1000 | 390.776 |
| 469d-4252 | NA | 11 | 1000 | 163.600 |
| 5f34-0888 | NA | 3 | 1000 | 51.448 |
| 3498-8e17 | NA | 7 | 1000 | 93.880 |
| dbac-f985 | NA | 1 | 1000 | 26.320 |
| c39b-2cf1 | NA | 2 | 1000 | 12.080 |
| bffc-67e2 | NA | 37 | 1000 | 633.792 |
| c7a4-bf0a | NA | 2 | 1000 | 62.504 |
| ccee-ff6d | NA | 43 | 1000 | 983.576 |
| cf4e-046e | NA | 13 | 1000 | 476.768 |
| dc4f-0c80 | NA | 7 | 1000 | 172.512 |
| 1232-2663 | NA | 2 | 1000 | 28.464 |
| 1139-fa21 | NA | 58 | 1000 | 1015.240 |
| 3ee4-c6e0 | NA | 9 | 1000 | 181.360 |
| 8541-78a3 | NA | 5 | 1000 | 92.656 |
| 78b8-c758 | NA | 2 | 1000 | 28.208 |
| 9e52-88ef | NA | 4 | 1000 | 81.488 |
| 2bc5-5739 | NA | 2 | 1000 | 39.912 |
| 4d52-65f9 | NA | 18 | 1000 | 347.264 |
| c1d8-89e5 | NA | 1 | 1000 | 44.704 |
| 104f-a9a9 | NA | 1 | 1000 | 13.600 |
| a559-5c36 | NA | 5 | 1000 | 132.480 |
| bdbd-a262 | NA | 1 | 1000 | 22.624 |
| 7ec1-5b70 | 2012-06-09 13:45:33 | NA | 1032 | NA |
| c418-0033 | 2012-05-28 19:19:28 | 2 | 1032 | 71.424 |
| de2e-8a18 | 2012-05-25 00:42:36 | 3 | 1032 | 36.656 |
| b470-06e5 | 2012-05-24 19:55:27 | 37 | 1032 | 1029.600 |
| 7f34-68f9 | 2012-05-23 00:49:02 | NA | 1032 | NA |
| deff-4647 | 2012-05-20 15:18:27 | NA | 1578 | NA |
| 64df-6848 | 2012-05-08 11:25:59 | NA | 1020 | NA |
Missing Values
# calculate missing values
na_table <-
map_dbl(rider_data, function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| first_completed_trip | 93 |
| lifetime_trips | 6 |
| lifetime_payments | 6 |
| rider_id | 0 |
| first_trip_city_id | 0 |
Imputing/Removing Missing Values * There are 6 rider IDs that have missing lifetime trips and lifetime payments. These rider IDs have been removed. * There are 93 rider IDs that have missing first completed trip date. There is not enough data to confidently impute these values, hence I will leave them as missing.
The final missing value table looks like:
# removing rider data with missing lifetime trips value
rider_data <- filter(rider_data, !is.na(lifetime_trips))
# calculate missing values
na_table <-
map_dbl(rider_data, function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| first_completed_trip | 92 |
| rider_id | 0 |
| lifetime_trips | 0 |
| first_trip_city_id | 0 |
| lifetime_payments | 0 |
Outlier Analysis Observations from the summary table: * lifetime trips of the rider ranges between 1 - 16141. However, only 1% of the trips lie above 1358. Also, 25% of the riders have just 1 trip. * lifetime payments of the riders ranges between $0 - $139337.62. However, only 1% of the lifetime payments lie above $17281.77. Also, 25% of the riders have earned less than $20. * Note: Added a new column lifetime_payment_per_trip which is the lifetime average payment per trip for the riders. lifetime payment per trip of the riders ranges between $0 - $136.61. This value highly depends upon the number of trips undertaken by the riders
All variables seem to be heavily right skewed and top 1% values might be outliers. However, a throrough analysis needs to be done before removing any of the top 1% values.
# adding variable lifetime payment per trip
rider_data$lifetime_payment_per_trip <- rider_data$lifetime_payments/rider_data$lifetime_trips
# summary statistics for numerical variables
summary <- data.frame()
for(i in c(3,5,6))
{
name = colnames(rider_data)[i]
min = min(rider_data[,i], na.rm=TRUE) %>% round(2)
percentile_1st = quantile(rider_data[,i,drop=TRUE], probs = 0.01, na.rm = TRUE) %>% round(2) %>% as.numeric()
mean = mean(rider_data[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
median = median(rider_data[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
percentile_99th = quantile(rider_data[,i,drop=TRUE], probs = 0.99, na.rm = TRUE) %>% round(2) %>% as.numeric()
max = max(rider_data[,i], na.rm=TRUE) %>% round(2)
count = sum(!is.na(rider_data[,i]))
df = data.frame(name, min, percentile_1st, mean=mean, median=median, percentile_99th, max, count)
summary <- rbind(summary, df)
}
kable(summary) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| name | min | percentile_1st | mean | median | percentile_99th | max | count |
|---|---|---|---|---|---|---|---|
| lifetime_trips | 1 | 2.00 | 246.87 | 154.00 | 1358.42 | 16141.00 | 50430 |
| lifetime_payments | 0 | 20.20 | 2658.03 | 1522.42 | 17281.77 | 139337.62 | 50430 |
| lifetime_payment_per_trip | 0 | 5.27 | 10.97 | 9.73 | 30.04 | 136.61 | 50430 |
(IV) City Metrics (672 X 5)
Data Dictionary
| Variable | Description |
|---|---|
| timestamp | Day and hour of data |
| requests | Total requests in the given hour |
| trips | Total completed trips in the given hour |
| supply_hours | Total hours all partners were online, en route, or on trip in the given hour |
| mean_surge_multipler | Mean surge multiplier of completed trips in that hour |
All 672 rows
kable(head(city_metrics, 100)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive")) %>%
scroll_box(width = "100%", height = "500px")| timestamp | requests | trips | supply_hours | mean_surge_multipler |
|---|---|---|---|---|
| 2012-04-09 00:00:00 | 41.661679 | 34.712236 | 19.522378 | 1.084495 |
| 2012-04-09 01:00:00 | 19.132005 | 15.439689 | 11.533070 | 1.000209 |
| 2012-04-09 02:00:00 | 17.261499 | 13.894794 | 11.143415 | 1.007107 |
| 2012-04-09 03:00:00 | 6.634934 | 5.048320 | 3.741938 | 1.028779 |
| 2012-04-09 04:00:00 | 11.001874 | 8.020565 | 4.482725 | 1.278058 |
| 2012-04-09 05:00:00 | 24.061376 | 18.515455 | 10.156035 | 1.180672 |
| 2012-04-09 06:00:00 | 43.866352 | 33.141216 | 16.480258 | 1.218928 |
| 2012-04-09 07:00:00 | 81.487893 | 66.764570 | 31.549079 | 1.244724 |
| 2012-04-09 08:00:00 | 123.515560 | 103.407342 | 53.024222 | 1.318618 |
| 2012-04-09 09:00:00 | 106.247002 | 93.288761 | 52.659649 | 1.140532 |
| 2012-04-09 10:00:00 | 105.175772 | 93.082788 | 47.339123 | 1.147106 |
| 2012-04-09 11:00:00 | 146.687485 | 128.139303 | 65.609098 | 1.233137 |
| 2012-04-09 12:00:00 | 101.715101 | 87.681704 | 49.037245 | 1.189434 |
| 2012-04-09 13:00:00 | 86.100557 | 76.519898 | 41.544747 | 1.025907 |
| 2012-04-09 14:00:00 | 97.626823 | 85.367473 | 43.920234 | 1.029580 |
| 2012-04-09 15:00:00 | 110.361569 | 92.671751 | 48.391408 | 1.177816 |
| 2012-04-09 16:00:00 | 112.414947 | 90.986936 | 50.288811 | 1.285126 |
| 2012-04-09 17:00:00 | 170.397026 | 142.495011 | 81.644074 | 1.212854 |
| 2012-04-09 18:00:00 | 192.250490 | 165.787776 | 89.408792 | 1.133506 |
| 2012-04-09 19:00:00 | 185.075182 | 162.670384 | 77.018646 | 1.068151 |
| 2012-04-09 20:00:00 | 164.754040 | 138.727229 | 54.448583 | 1.485569 |
| 2012-04-09 21:00:00 | 139.099337 | 117.006144 | 47.329752 | 1.319643 |
| 2012-04-09 22:00:00 | 97.227191 | 82.152611 | 37.819991 | 1.082898 |
| 2012-04-09 23:00:00 | 83.066461 | 66.065345 | 31.050963 | 1.281126 |
| 2012-04-10 00:00:00 | 37.519886 | 31.396967 | 16.431722 | 1.270626 |
| 2012-04-10 01:00:00 | 16.271995 | 13.045098 | 7.782139 | 1.070253 |
| 2012-04-10 02:00:00 | 13.798056 | 10.753948 | 7.523259 | 1.069072 |
| 2012-04-10 03:00:00 | 3.291288 | 2.396868 | 1.711440 | 1.016734 |
| 2012-04-10 04:00:00 | 4.298336 | 3.314060 | 2.088576 | 1.060679 |
| 2012-04-10 05:00:00 | 17.091401 | 14.428258 | 8.243692 | 1.068999 |
| 2012-04-10 06:00:00 | 48.405218 | 40.893894 | 20.997252 | 1.068619 |
| 2012-04-10 07:00:00 | 111.877500 | 90.956067 | 43.916156 | 1.124463 |
| 2012-04-10 08:00:00 | 160.683784 | 135.874462 | 71.599181 | 1.250776 |
| 2012-04-10 09:00:00 | 141.221054 | 121.327350 | 71.606275 | 1.139207 |
| 2012-04-10 10:00:00 | 83.994252 | 74.834245 | 48.164508 | 1.023742 |
| 2012-04-10 11:00:00 | 98.110818 | 89.225826 | 52.017643 | 1.009254 |
| 2012-04-10 12:00:00 | 124.667966 | 111.066792 | 64.037443 | 1.007562 |
| 2012-04-10 13:00:00 | 108.015320 | 97.503438 | 52.815066 | 1.007598 |
| 2012-04-10 14:00:00 | 104.307765 | 92.038897 | 50.089108 | 1.071421 |
| 2012-04-10 15:00:00 | 98.447122 | 84.984752 | 45.263050 | 1.095435 |
| 2012-04-10 16:00:00 | 111.794213 | 93.928675 | 52.447671 | 1.173888 |
| 2012-04-10 17:00:00 | 151.528621 | 125.819699 | 72.013217 | 1.201485 |
| 2012-04-10 18:00:00 | 141.326002 | 122.880199 | 67.864346 | 1.083575 |
| 2012-04-10 19:00:00 | 152.044346 | 135.683961 | 70.256966 | 1.017518 |
| 2012-04-10 20:00:00 | 154.942614 | 136.664423 | 64.730204 | 1.134743 |
| 2012-04-10 21:00:00 | 155.475170 | 135.406209 | 61.214513 | 1.211015 |
| 2012-04-10 22:00:00 | 99.161838 | 85.611001 | 41.847109 | 1.149590 |
| 2012-04-10 23:00:00 | 74.228706 | 64.388026 | 33.703135 | 1.011853 |
| 2012-04-11 00:00:00 | 31.988072 | 27.540586 | 15.720587 | 1.005723 |
| 2012-04-11 01:00:00 | 24.787250 | 19.940300 | 12.060659 | 1.069858 |
| 2012-04-11 02:00:00 | 5.436583 | 4.419600 | 3.047781 | 1.164685 |
| 2012-04-11 03:00:00 | 6.311691 | 4.672941 | 3.519495 | 1.045805 |
| 2012-04-11 04:00:00 | 2.878763 | 2.156833 | 1.289621 | 1.144991 |
| 2012-04-11 05:00:00 | 12.101487 | 9.640023 | 5.477688 | 1.136393 |
| 2012-04-11 06:00:00 | 36.448765 | 30.731180 | 15.422923 | 1.104682 |
| 2012-04-11 07:00:00 | 102.727902 | 85.695505 | 41.937915 | 1.118716 |
| 2012-04-11 08:00:00 | 135.583971 | 114.355949 | 61.993685 | 1.250200 |
| 2012-04-11 09:00:00 | 110.122026 | 96.425307 | 57.185240 | 1.126102 |
| 2012-04-11 10:00:00 | 91.202981 | 82.096015 | 52.573755 | 1.017868 |
| 2012-04-11 11:00:00 | 115.992101 | 105.039505 | 61.765826 | 1.007470 |
| 2012-04-11 12:00:00 | 105.582881 | 95.492853 | 53.791623 | 1.015996 |
| 2012-04-11 13:00:00 | 100.613013 | 89.682457 | 49.716372 | 1.052343 |
| 2012-04-11 14:00:00 | 108.545802 | 95.316817 | 51.040920 | 1.087843 |
| 2012-04-11 15:00:00 | 94.660878 | 81.309725 | 43.753378 | 1.134780 |
| 2012-04-11 16:00:00 | 138.821583 | 118.437277 | 64.037354 | 1.093981 |
| 2012-04-11 17:00:00 | 138.116971 | 116.502976 | 65.476738 | 1.187833 |
| 2012-04-11 18:00:00 | 171.813908 | 148.559401 | 79.942593 | 1.064210 |
| 2012-04-11 19:00:00 | 176.386360 | 156.901507 | 80.863709 | 1.006714 |
| 2012-04-11 20:00:00 | 176.920911 | 155.736252 | 74.357398 | 1.014118 |
| 2012-04-11 21:00:00 | 159.545750 | 137.248077 | 61.916167 | 1.042825 |
| 2012-04-11 22:00:00 | 147.635508 | 122.496551 | 56.524712 | 1.241235 |
| 2012-04-11 23:00:00 | 80.747277 | 69.203198 | 36.907351 | 1.019032 |
| 2012-04-12 00:00:00 | 45.537811 | 39.037666 | 22.484780 | 1.002882 |
| 2012-04-12 01:00:00 | 34.693095 | 28.829473 | 17.397583 | 1.031549 |
| 2012-04-12 02:00:00 | 15.861861 | 12.823090 | 9.379150 | 1.073576 |
| 2012-04-12 03:00:00 | 5.679946 | 4.560541 | 3.656149 | 1.012044 |
| 2012-04-12 04:00:00 | 4.020391 | 3.230810 | 1.995655 | 1.119639 |
| 2012-04-12 05:00:00 | 16.553737 | 13.944019 | 7.919775 | 1.154306 |
| 2012-04-12 06:00:00 | 39.960340 | 33.577227 | 17.102401 | 1.078916 |
| 2012-04-12 07:00:00 | 133.413518 | 115.451191 | 57.051676 | 1.086048 |
| 2012-04-12 08:00:00 | 211.024285 | 177.215383 | 87.350200 | 1.182949 |
| 2012-04-12 09:00:00 | 200.045260 | 165.018621 | 85.554346 | 1.439102 |
| 2012-04-12 10:00:00 | 141.486902 | 125.379855 | 72.418350 | 1.027904 |
| 2012-04-12 11:00:00 | 174.414947 | 155.541687 | 74.397981 | 1.071213 |
| 2012-04-12 12:00:00 | 176.165111 | 154.623984 | 72.942290 | 1.076016 |
| 2012-04-12 13:00:00 | 151.061630 | 131.886867 | 65.011454 | 1.048181 |
| 2012-04-12 14:00:00 | 151.179910 | 130.402168 | 64.002661 | 1.074171 |
| 2012-04-12 15:00:00 | 123.979337 | 105.504726 | 56.499595 | 1.056710 |
| 2012-04-12 16:00:00 | 192.934719 | 158.468606 | 82.030967 | 1.389474 |
| 2012-04-12 17:00:00 | 160.185008 | 129.357074 | 73.981030 | 1.150256 |
| 2012-04-12 18:00:00 | 196.018837 | 165.085127 | 90.173595 | 1.124442 |
| 2012-04-12 19:00:00 | 292.405366 | 248.891930 | 114.487180 | 1.108367 |
| 2012-04-12 20:00:00 | 188.465187 | 164.107467 | 75.941602 | 1.024212 |
| 2012-04-12 21:00:00 | 229.594319 | 197.264809 | 88.996596 | 1.019440 |
| 2012-04-12 22:00:00 | 154.299237 | 127.871848 | 58.955032 | 1.059989 |
| 2012-04-12 23:00:00 | 148.933552 | 115.060578 | 51.841730 | 1.262545 |
| 2012-04-13 00:00:00 | 91.636084 | 73.950079 | 37.698786 | 1.025263 |
| 2012-04-13 01:00:00 | 54.936409 | 42.653599 | 22.712904 | 1.082638 |
| 2012-04-13 02:00:00 | 33.252139 | 25.669538 | 15.623172 | 1.185732 |
| 2012-04-13 03:00:00 | 14.594441 | 11.354893 | 7.746182 | 1.015877 |
Missing Values
# calculate missing values
na_table <-
map_dbl(city_metrics, function(x) sum(is.na(x))) %>%
sort(decreasing = TRUE) %>%
data.frame()
# rename column
colnames(na_table) <- c("total_missing")
# display missing value table
kable(na_table) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| total_missing | |
|---|---|
| timestamp | 0 |
| requests | 0 |
| trips | 0 |
| supply_hours | 0 |
| mean_surge_multipler | 0 |
Outlier Analysis There seems to be no outlier values in this data set.
# summary statistics for numerical variables
summary <- data.frame()
for(i in 2:5)
{
name = colnames(city_metrics)[i]
min = min(city_metrics[,i], na.rm=TRUE) %>% round(2)
percentile_1st = quantile(city_metrics[,i,drop=TRUE], probs = 0.01, na.rm = TRUE) %>% round(2) %>% as.numeric()
mean = mean(city_metrics[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
median = median(city_metrics[,i,drop=TRUE], na.rm=TRUE) %>% round(2)
percentile_99th = quantile(city_metrics[,i,drop=TRUE], probs = 0.99, na.rm = TRUE) %>% round(2) %>% as.numeric()
max = max(city_metrics[,i], na.rm=TRUE) %>% round(2)
count = sum(!is.na(city_metrics[,i]))
df = data.frame(name, min, percentile_1st, mean=mean, median=median, percentile_99th, max, count)
summary <- rbind(summary, df)
}
kable(summary) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive"), full_width = F, position='left')| name | min | percentile_1st | mean | median | percentile_99th | max | count |
|---|---|---|---|---|---|---|---|
| requests | 0 | 4.76 | 115.56 | 116.83 | 285.22 | 349.86 | 672 |
| trips | 0 | 3.49 | 98.11 | 101.48 | 236.84 | 290.62 | 672 |
| supply_hours | 0 | 2.62 | 48.39 | 51.90 | 106.44 | 120.40 | 672 |
| mean_surge_multipler | 1 | 1.00 | 1.11 | 1.07 | 1.51 | 2.16 | 672 |
2. Data Analysis
Data Exploration
Overall
For the given data there are: * 59,805 trips * 20,200 unique drivers * 50,430 unique riders ***
Trip Status
Out of a total of 59,805 trips: * 90.45% trips are completed * 9.40% trips are rider cancelled. We shall dig deeper into the reasons behind ride cancellation. * Less than 1% of the rides either fail or are unfulfilled. This indicates smooth functioning of the Uber App.
# reordering factor levels
df <- driver_rider_trips
df$trip_status = factor(df$trip_status,levels = c("completed", "rider_canceled", "failed", "unfulfilled"))
# plotting visual
ggplot(data = df, aes(x = trip_status)) +
geom_bar(fill = "#E69F00") +
theme_tufte() +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank())
Trip Distribution by day and hour
- Saturday experiences highest trips whereas Monday experiences the least.
- 17:00 - 22:00 seems to be the rush period.
- There is virtually no demand from 1am - 6am on Weekdays and 4am - 7am on Weekends.
- 7-9 on Weekdays, there seems to be a higher demand as compared to the same time period on Weekends. This seems logical as people would leave for work in the morning on weekdays and wake up late on weekends.
- Friday and Saturday late evenings experience extremely high demand. Probably people like to party late night on Friday and Saturday.
- An interesting observation: Sunday constantly experiences a low demand throughout the day except from 12 - 1 am.
# reordering factor levels and plotting visual
city_metrics %>%
mutate(hour = as.factor(hour(timestamp)),
day = factor(as.factor(weekdays(city_metrics$timestamp)),
levels = c("Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"))) %>%
group_by(hour, day) %>%
summarise(mean_trips = mean(trips)) %>%
ggplot(aes(day, hour)) +
geom_tile(aes(fill = mean_trips),colour = "white") +
scale_fill_gradient(low = "white",high = "red") +
theme_tufte() +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank()) +
labs(fill="Avg Trips")## `summarise()` has grouped output by 'hour'. You can override using the
## `.groups` argument.
Trip Distribution by Geography
- Chelsea Court experiences highest demand followed by Allen Abby
- Blair Bend and Daisy Drive experience equally low demand.
# reordering factor levels and plotting visual
df <- driver_rider_trips
df$start_geo = factor(df$start_geo,levels = c("Chelsea Court", "Allen Abby", "Daisy Drive", "Blair Bend"))
ggplot(df, aes(x=start_geo)) +
geom_bar(fill = "#E69F00") +
theme_tufte() +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank()) +
labs(fill="Avg Trips")## Ignoring unknown labels:
## • fill : "Avg Trips"
Trip Distribution Week on Week
- The date for week’s are defined as follows:
- Week 1: 2012-04-09 - 2012-04-15
- Week 2: 2012-04-16 - 2012-04-22
- Week 3: 2012-04-23 - 2012-04-29
- Week 4: 2012-04-30 - 2012-05-06
- Saturday experiences highest trips whereas Monday experiences the least. This point was evident in the heat map (trip distribution by day and hour) as well.
- Demand on Saturday’s > Friday’s > Thursday’s > Wednesday’s > Tuesday’s > Monday’s week on week.
- Week 3 has the highest trip demand whereas Week 2 has the lowest. Also, the trip distribution seems to fluctuate week on week. It would be interesting to dig deeper into the exact reason, provided we have more data.
# plotting visual
city_metrics %>%
mutate(date = date(timestamp)) %>%
group_by(date) %>%
summarise(count = sum(trips)) %>%
mutate(week = as.factor(c(rep(1,7), rep(2,7), rep(3,7), rep(4,7))),
day_of_week = substr(weekdays(ymd(date)), 1, 2)) %>%
ggplot(aes(x=date, y=count, group=week, color=week)) +
geom_point() +
geom_line() +
theme_tufte() +
geom_text(aes(label=day_of_week),hjust=0, vjust=0) +
theme(axis.title.x=element_blank(),
axis.text.x=element_blank(),
axis.ticks.x=element_blank(),
axis.title.y=element_blank()) +
labs(color="Week")
Surge Analysis by day and hour
- Surge Price does not seem to be affected by day of the week or the time of the day.
- There are 3 blocks of day-time which experienced
unusual surge pricing. We might want to investigate this using more
data:
- Monday, 4-5 am
- Thursday, 8-9 am
- Friday, 4-5 am
# plotting visual
driver_rider_trips %>%
mutate(hour = as.factor(hour(request_time)),
day = factor(as.factor(weekdays(driver_rider_trips$request_time)),
levels = c("Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"))) %>%
group_by(hour, day) %>%
summarise(mean_surge = mean(surge_multiplier)) %>%
ggplot(aes(day, hour)) +
geom_tile(aes(fill = mean_surge),colour = "white") +
scale_fill_gradient(low = "white",high = "red") +
theme_tufte() +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank()) +
labs(fill="Avg Surge")## `summarise()` has grouped output by 'hour'. You can override using the
## `.groups` argument.
Surge Analysis by location
Surge Pricing does not seem to be affected by start location. Note: The visual includes trips with surge pricing > 1 only
# plotting visual
ggplot(filter(driver_rider_trips, surge_multiplier>1) , aes(x=start_geo, y=surge_multiplier)) +
geom_boxplot(aes(colour = start_geo)) +
theme_tufte() +
theme(axis.title.x=element_blank(),
axis.ticks.x=element_blank(),
legend.position="none") +
ylab("Avg Surge")
ETA & ATA Analysis by Hour and Location
- Blair Bend seems to have much higher Expected and Actual time to arrival.
- ETA & ATA seem to peek around 5:00 and 16:00. It would be interesting to explore the reasons behind it using more data.
- ETA and ATA closely follow each other. This is a positive sign as predictions for Actual Time to Arrival are quite accurate.
# plotting visual
ggplot(df2, aes(x=hour, y=median_estimated_time_to_arrival, group=start_geo, color=start_geo)) +
geom_point() +
geom_line() +
ylab("Median ETA") +
xlab("Hour") +
labs(color="Start Location") +
theme_tufte()
# plotting visual
ggplot(df1, aes(x=hour, y=median_actual_time_to_arrival, group=start_geo, color=start_geo)) +
geom_point() +
geom_line() +
ylab("Median ATA") +
xlab("Hour") +
labs(color="Start Location") +
theme_tufte()
Proportion of Ride Cancelled by Day and Hour
- 1am - 7am experiences the highest proportion of ride cancellations.
- 15:00 - 18:00 also experience a slight increase in the proportion of cancelled rides.
- Other than these times, the proportion of ride cancellations remain quite constant.
- In the previous visual we saw that ETA peaked around 5:00 & 16:00. In this visual we’re seeing higher proportion of cancelled rides during these 2 time periods as well. Are these 2 related? We will explore this in the next visual.
# total trips by hour and day
tot_trips <-
driver_rider_trips %>%
mutate(hour = as.factor(hour(request_time)),
day = factor(as.factor(weekdays(driver_rider_trips$request_time)),
levels = c("Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"))) %>%
group_by(hour, day) %>%
summarise(tot_trips = n())## `summarise()` has grouped output by 'hour'. You can override using the
## `.groups` argument.# total cancelled trips by hour and day
tot_cancelled_trips <-
filter(driver_rider_trips, trip_status == "rider_canceled") %>%
mutate(hour = as.factor(hour(request_time)),
day = factor(as.factor(weekdays(filter(driver_rider_trips, trip_status == "rider_canceled")$request_time)),
levels = c("Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"))) %>%
group_by(hour, day) %>%
summarise(tot_can_trips = n()) ## `summarise()` has grouped output by 'hour'. You can override using the
## `.groups` argument.# Joining above two tables to calculate proportion of cancelled rides. Plotting visual
tot_trips %>%
inner_join(tot_cancelled_trips, by = c('hour','day')) %>%
mutate(proportion_cancelled = tot_can_trips/tot_trips) %>%
ggplot(aes(day, hour)) +
geom_tile(aes(fill = proportion_cancelled),colour = "white") +
scale_fill_gradient(low = "white",high = "red") +
theme_tufte() +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank()) +
labs(fill="% Rides Cancelled")
ETA comparison of cancelled vs non-cancelled rides
- ETA and ride cancellation are indeed related. Median ETA for cancelled rides are much higher than the median ETA for all the non-cancelled rides.
- Again, the peak of median ETA for cancelled rides peak at around 5:00 and 16:00. This is consistent with our previous observations.
# non-cancelled rides
non_cancelled_rides <-
driver_rider_trips %>%
filter(trip_status !="rider_canceled") %>%
group_by(hour(request_time)) %>%
summarize(median_estimated_time_to_arrival = median(estimated_time_to_arrival, na.rm = TRUE)) %>%
select(hour = `hour(request_time)`, median_estimated_time_to_arrival)
# cancelled rides
cancelled_rides <-
driver_rider_trips %>%
filter(trip_status =="rider_canceled") %>%
group_by(hour(request_time)) %>%
summarize(median_estimated_time_to_arrival_canceled = median(estimated_time_to_arrival, na.rm = TRUE)) %>%
select(hour = `hour(request_time)`, median_estimated_time_to_arrival_canceled)
# joining the above two dataframes
all_rides <-
non_cancelled_rides %>%
inner_join(cancelled_rides, by = c('hour')) %>%
gather(variable, median_time, 2:3)
# changing factor labels
all_rides$variable <- factor(as.factor(all_rides$variable), labels = c("Not Cancelled", "Cancelled"))
# plotting visual
ggplot(all_rides, aes(x=hour, y=median_time, group=variable, color=variable)) +
geom_point() +
geom_line() +
ylab("Median ETA") +
xlab("Hour") +
labs(color=" ") +
theme_tufte()## Warning: Removed 2 rows containing missing values or values outside the scale range
## (`geom_point()`).## Warning: Removed 2 rows containing missing values or values outside the scale range
## (`geom_line()`).
Rider Signups
- Note: I am assuming that the date of the first trip is when the rider first signed up on Uber.
- For January, February and March the Rider Signups in the year 2012 have been slightly lower as compared to 2011.
- In April, 2012, there has been a huge spike in rider signups.
- Uber promotional campaign was also started in April, 2012. Promotional campaign might be driving increased rider signups. However, we should investigate this relationship in detail before establishing causation.
# plotting visual
rider_data %>%
filter(!is.na(first_completed_trip), year(first_completed_trip) >=2011) %>%
mutate(month =month(first_completed_trip, label=TRUE),
year = as.factor(year(first_completed_trip))) %>%
group_by(year, month) %>%
summarise(rider_signup = n()) %>%
filter(month %in% c('Jan', 'Feb', 'Mar', 'Apr')) %>%
ggplot(aes(month, rider_signup)) +
geom_bar(stat = "identity", aes(fill = year), position = "dodge") +
scale_fill_manual(values=c("#999999", "#E69F00")) +
ylab(" ") +
xlab(" ") +
labs(fill="Year") +
theme_tufte()## `summarise()` has grouped output by 'year'. You can override using the
## `.groups` argument.
A/B Testing
Finding test customers
- Test customers are those customers who have redeemed the promotional coupon i.e. have at least 1 trip with 10% off on the surge price.
- There are a total of 3348 trips where the promotional coupon has been redeemed. All these rides are taken from Monday - Friday with Chelsea Court as the start location.
- There are a total of 3263 test customers who have redeemed the promotional coupon
# set of test customers i.e. customers that have redeemed the surge price promotional discount
test_customer <-
driver_rider_trips %>%
filter(trip_price_pre_discount > rider_payment) %>%
select(rider_id) %>%
unique() %>%
.$rider_id
# days_since_signup, lifetime_trips and lifetime_payments data for test customers (scaled)
test_customer_data <-
rider_data %>%
filter(rider_id %in% test_customer) %>%
mutate(days_since_signup = -as.numeric(difftime(first_completed_trip,
max(rider_data$first_completed_trip, na.rm=TRUE),
units = c("days")))) %>%
select(days_since_signup, lifetime_trips, lifetime_payments) %>%
scale()Finding control customers
- Potential control customers are those customers who have not redeemed the promotional coupon. We have a total of 47075 potential control customers.
- Control customers are a set of 3263 customers from these 47075 customers which are very similar in their behaviour to the test customers.
- Similarity in the behaviour is measured using the following metrics:
- Days Since Signup - Number of days since the customer has signed up on the Uber App. It is assummed that date of first completed trip is the date when the customer signs up.
- LIfetime Trips - Total trips taken by the customer till date.
- Lifetime Payments - Total payments made by the customer till date.
- I have implemented a K-Nearest Neighbour Algorithm
to perform test-control matching. The algorithm performs the following
steps:
- Calculates the distance of each test customer (3263 in total) from each potential control customer (47075 in total)
- Note: The distance is a measure of proximity of customers based on the three measure we defined above.
- For each test customer (3263 in total), the algorithm chooses the closest control customer based on the distance.
- Finally we have a set of 3263 test customers and a set of 3263 control customers.
- The data below represents the set of 3263 matched customers and their respective metrics.
# days_since_signup, lifetime_trips and lifetime_payments data for potential control customers (scaled)
control_customer_data <-
rider_data %>%
filter(!rider_id %in% test_customer) %>%
mutate(days_since_signup = -as.numeric(difftime(first_completed_trip,
max(rider_data$first_completed_trip, na.rm=TRUE),
units = c("days")))) %>%
na.omit() %>%
select(days_since_signup, lifetime_trips, lifetime_payments) %>%
scale()
# converting to matrix format
data <- as.matrix(control_customer_data)
query <- as.matrix(test_customer_data)
# query - test data-set
# data - control data-set
# k=1, closest customer
# running KNN algorithm which outputs the nearest neighbour index
nearest_neighbour <- knnx.index(data, query, k=1, algo="kd_tree")
# non-scaled test customer data
test_customer_data <-
rider_data %>%
filter(rider_id %in% test_customer) %>%
mutate(days_since_signup = -as.numeric(difftime(first_completed_trip
, max(rider_data$first_completed_trip
, na.rm=TRUE) , units = c("days"))))
# adding prefix 'test'
colnames(test_customer_data) <- paste("test", colnames(test_customer_data), sep = "_")
# non-scaled potential control customer data
control_customer_data <-
rider_data %>%
filter(!rider_id %in% test_customer) %>%
na.omit() %>%
mutate(days_since_signup = -as.numeric(difftime(first_completed_trip
, max(rider_data$first_completed_trip
, na.rm=TRUE) , units = c("days"))))
# adding prefix 'control'
colnames(control_customer_data) <- paste("control", colnames(control_customer_data), sep = "_")
# binding the two dataframes on matched index
test_control_data <-
bind_cols(test_customer_data, control_customer_data[nearest_neighbour,]) %>%
select(test_rider_id, control_rider_id,
test_days_since_signup, control_days_since_signup,
test_lifetime_trips, control_lifetime_trips,
test_lifetime_payments, control_lifetime_payments)
# printing test-control matched dataset
kable(arrange(test_control_data, desc(control_lifetime_payments))) %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive")) %>%
scroll_box(width = "100%", height = "500px")| test_rider_id | control_rider_id | test_days_since_signup | control_days_since_signup | test_lifetime_trips | control_lifetime_trips | test_lifetime_payments | control_lifetime_payments |
|---|---|---|---|---|---|---|---|
| a84f-4598 | a867-c635 | 1502.70808 | 1649.05826 | 2204 | 2012 | 43558.04921 | 47496.21600 |
| 00e1-0b48 | fe77-58a0 | 1842.86205 | 1885.09057 | 2076 | 1885 | 33832.29018 | 36358.46388 |
| c7d1-c587 | 7c71-c30e | 768.06785 | 1196.77105 | 1542 | 1293 | 29537.42400 | 32683.06400 |
| f7d1-a583 | 88e0-963f | 1856.79542 | 1971.63255 | 2175 | 1972 | 28333.54064 | 30288.22549 |
| 6847-65fe | 5d4f-7a09 | 1885.51399 | 1857.58244 | 1520 | 1327 | 28036.96057 | 29042.26198 |
| 0733-689e | 12d7-2209 | 1751.89162 | 1635.71888 | 2600 | 2260 | 28342.26191 | 28697.04559 |
| 4f20-d7df | fb7e-e12b | 1247.74463 | 145.51525 | 4611 | 4127 | 29081.67200 | 28224.58400 |
| 435b-0a45 | 9dc4-6579 | 1340.85933 | 1417.59597 | 856 | 807 | 23138.54933 | 26275.03167 |
| 448b-5a6e | fc90-e8bf | 1942.85699 | 1838.80997 | 1979 | 1788 | 26101.77419 | 26206.02646 |
| f935-3891 | 7992-c56d | 1477.67661 | 1497.99250 | 1334 | 1141 | 24770.89600 | 25557.88207 |
| 9bcc-f31c | 6c64-26ed | 1802.67652 | 1874.32968 | 1147 | 999 | 23379.10140 | 25243.84713 |
| aaa2-75a2 | 24eb-b798 | 1883.87155 | 1976.86267 | 2470 | 2178 | 23282.43200 | 25104.19200 |
| 2e38-4e19 | b3f2-8c1d | 1762.14178 | 1726.31949 | 759 | 657 | 22489.14467 | 24752.38892 |
| 77d1-653c | 0f53-c193 | 1790.78969 | 1792.97865 | 968 | 749 | 21768.75249 | 23153.66159 |
| 3be6-c655 | 98bf-7b4c | 1777.26513 | 1646.79760 | 1891 | 1641 | 21220.79200 | 22941.09169 |
| e4b2-3933 | e38c-401f | 649.66948 | 495.95307 | 1363 | 1198 | 19631.38400 | 22489.53898 |
| fb9b-ceae | 26e3-f01e | 656.01182 | 902.25480 | 988 | 799 | 22765.24000 | 21809.59316 |
| 1710-fcbe | 4068-e2e4 | 1670.06948 | 1665.19451 | 1543 | 1409 | 19632.03745 | 21375.15200 |
| 54d5-9707 | 6f54-5be9 | 1730.88929 | 1737.08867 | 1054 | 930 | 19547.84963 | 20966.77690 |
| 6a8b-29c5 | 262f-f0c5 | 1986.03219 | 1912.71175 | 1900 | 1697 | 19682.57385 | 20797.00305 |
| b4e4-4c0e | fb56-df55 | 1202.79434 | 1271.54684 | 1600 | 1529 | 20579.13666 | 20720.44000 |
| c379-1175 | 5ce8-49ae | 1734.87240 | 1691.63485 | 2015 | 1827 | 19892.24494 | 20405.73600 |
| 0c9b-96c0 | 66e5-200b | 1408.67794 | 1444.32686 | 1079 | 1009 | 18851.24800 | 20236.08335 |
| 7f80-d16c | 15ac-04e8 | 1955.52992 | 1933.66528 | 1633 | 1425 | 18843.30740 | 19794.86338 |
| 68b9-b84f | 52b2-703b | 1785.98080 | 1880.91362 | 1761 | 1571 | 19708.08727 | 19747.65600 |
| 409e-3f2a | 6eb6-f411 | 1467.12016 | 1358.61687 | 1696 | 1495 | 18864.39374 | 19516.50536 |
| a053-0107 | 3687-1fb2 | 1859.71059 | 1803.86163 | 1395 | 1249 | 18412.52739 | 19394.52800 |
| a093-012e | 18c8-9af3 | 1620.58431 | 1725.92951 | 1549 | 1397 | 18578.20000 | 19339.63200 |
| d349-488a | 29fb-35c2 | 1738.68586 | 1681.72069 | 1129 | 1000 | 18170.97601 | 19096.33600 |
| 8b9a-d286 | dea2-ce13 | 1602.42971 | 1572.62315 | 1912 | 1672 | 17470.47200 | 18624.28800 |
| 7101-3398 | 0ba8-eb85 | 1668.11859 | 1630.67203 | 1243 | 1117 | 16859.36000 | 18493.30400 |
| f7a4-13ae | 0ba8-eb85 | 1682.00459 | 1630.67203 | 1264 | 1117 | 17115.88000 | 18493.30400 |
| 2ce4-ef1a | aa43-9162 | 1632.73228 | 1712.89214 | 1666 | 1565 | 17786.46400 | 18133.42109 |
| 084c-171d | 99f1-11de | 774.03410 | 947.91831 | 1549 | 1438 | 16794.72000 | 18009.26400 |
| 777d-0f08 | 1991-4899 | 1773.85264 | 1780.85712 | 1357 | 1196 | 17265.49097 | 17925.32000 |
| d2e2-4b8e | 0215-c17c | 1158.77457 | 1322.90568 | 374 | 481 | 18195.03706 | 17819.89600 |
| 7f20-dedd | 9d23-0ba6 | 2113.60998 | 1983.79815 | 1025 | 896 | 16420.76070 | 17758.08000 |
| c32e-7f36 | f6cc-edfb | 1088.97086 | 1102.76522 | 1444 | 1405 | 16885.04706 | 17606.52000 |
| 3055-ca05 | a340-b793 | 1556.58249 | 1608.22711 | 1730 | 1599 | 17439.64800 | 17523.95707 |
| 8091-adcb | bce3-31fa | 1729.92060 | 1661.78928 | 388 | 431 | 15990.66686 | 17383.25081 |
| b014-e937 | deb7-d389 | 1807.70030 | 1765.23442 | 781 | 762 | 16545.19893 | 17300.08312 |
| 06f7-50bc | 6bfb-d16c | 1487.06568 | 1471.58245 | 1181 | 1101 | 16353.60000 | 17053.24000 |
| dc8e-6fa3 | 8f64-dc86 | 1870.62146 | 1702.10216 | 1473 | 1359 | 16496.14400 | 17040.88000 |
| 8199-e07e | c304-572d | 1485.66985 | 1559.68582 | 873 | 822 | 15957.78400 | 17025.42049 |
| 57af-7504 | 72be-fa21 | 1766.87267 | 1821.81683 | 1156 | 1010 | 15620.72444 | 16761.92937 |
| 7bdb-594e | 8f4a-c392 | 1706.79095 | 1655.61425 | 1273 | 1167 | 15341.54400 | 16727.62383 |
| 53ff-418b | 500c-dc76 | 1705.20657 | 1722.57304 | 1546 | 1372 | 15574.76800 | 16613.09049 |
| a94a-856c | 37f8-e8b4 | 1339.52255 | 1362.88225 | 1309 | 1169 | 15061.51052 | 16150.74669 |
| 64d2-f52c | 4aed-01bf | 1759.31167 | 1739.30133 | 1343 | 1190 | 14813.92800 | 15865.42400 |
| 3dc2-d247 | 1198-59ca | 1082.52929 | 1054.87803 | 1732 | 1555 | 15279.69600 | 15485.33600 |
| 6c63-7303 | 328c-f129 | 1644.89894 | 1616.82618 | 1144 | 1043 | 14239.61713 | 15273.89110 |
| fc85-e04e | 1e40-24e9 | 1583.58270 | 1550.84873 | 942 | 865 | 14986.79528 | 15242.52800 |
| 8480-e4e5 | 1012-7304 | 1961.75730 | 1963.98587 | 854 | 815 | 13914.49216 | 15039.10400 |
| 125d-fb62 | ebac-967e | 1138.22034 | 1256.78498 | 1720 | 1541 | 13410.58400 | 14760.36072 |
| 7f83-6da8 | ad5c-713e | 1503.22185 | 1507.93940 | 1620 | 1449 | 14028.63232 | 14675.32800 |
| 6817-f653 | db5d-af4e | 1695.73464 | 1680.09817 | 1084 | 984 | 13782.15037 | 14568.06334 |
| c8e1-362a | ba7b-d865 | 1007.71370 | 1003.27733 | 835 | 799 | 13878.84800 | 14553.74400 |
| 6f92-ddf7 | 45e9-fbc8 | 1884.73101 | 1884.78966 | 1329 | 1222 | 13897.21005 | 14541.35200 |
| 4aa5-f730 | de49-978a | 1933.50576 | 1920.66715 | 1618 | 1458 | 13588.75722 | 14529.74400 |
| ba4c-2c6e | 59e0-5918 | 1940.53639 | 1957.26868 | 1202 | 1089 | 13853.77561 | 14448.30400 |
| 2a70-82bd | eb6a-174e | 1794.04120 | 1833.17794 | 1011 | 896 | 14409.55200 | 14391.30447 |
| 6964-f094 | fd3d-751d | 775.71966 | 898.34086 | 1166 | 1025 | 12864.46400 | 14373.83996 |
| bba0-f71a | 6186-82a3 | 1439.55738 | 1448.10453 | 1124 | 1038 | 13613.52928 | 14357.69437 |
| aea9-0c25 | 30be-b4b3 | 1312.35718 | 1319.70532 | 1558 | 1435 | 13984.79462 | 14327.66400 |
| a5c9-d79b | cfd0-2c2c | 1892.92971 | 1827.58029 | 1521 | 1369 | 13435.95200 | 14258.76000 |
| bb87-55d3 | 31ed-4cc2 | 1803.26405 | 1762.80278 | 633 | 609 | 13581.89600 | 14187.78001 |
| 79cc-6bfb | ed42-499c | 1406.72747 | 1417.16612 | 1274 | 1200 | 13721.74400 | 14108.59611 |
| 53a6-9999 | 3fba-9ae7 | 1806.11788 | 1733.89153 | 428 | 423 | 13314.19200 | 14056.58581 |
| 6a41-61dc | d031-e254 | 1184.79678 | 1147.78984 | 1574 | 1411 | 12834.16000 | 13979.36886 |
| 5636-66fd | 5b2d-fa52 | 1566.83910 | 1582.65506 | 1108 | 1019 | 13066.65280 | 13755.48796 |
| a9f7-460d | 64f9-e359 | 1758.94728 | 1759.83847 | 948 | 848 | 13188.10567 | 13664.12800 |
| 16fd-844e | 24d2-d10e | 1643.12792 | 1569.58204 | 1196 | 1073 | 12730.82140 | 13536.20627 |
| 5dc9-c49f | 2e0c-fe70 | 1394.68900 | 1318.97958 | 1610 | 1442 | 12808.95200 | 13532.28000 |
| 2317-a877 | d149-ac86 | 1402.72373 | 1373.91986 | 1265 | 1154 | 12866.61600 | 13403.52000 |
| 8d4a-e955 | a62b-ecbe | 1784.21340 | 1758.76554 | 1430 | 1305 | 12959.26400 | 13392.07200 |
| 124f-7277 | 72eb-21d7 | 1220.00294 | 1339.80184 | 431 | 415 | 13046.09600 | 13380.11501 |
| cbed-b078 | 0379-2fd5 | 1442.31501 | 1415.46994 | 1342 | 1223 | 12628.71924 | 13343.53600 |
| f94d-65c7 | 9315-fabb | 1885.62271 | 1877.57569 | 1286 | 1130 | 12807.89600 | 13335.11205 |
| fbf2-92a5 | ec0e-f298 | 1983.66079 | 1902.95865 | 809 | 720 | 12373.03529 | 13312.10572 |
| 2fff-33c2 | 9bf3-e2ee | 1401.72969 | 1434.66295 | 899 | 818 | 12820.13600 | 13182.90400 |
| 5b55-975d | 9d1d-d47e | 1627.75323 | 1714.26956 | 1659 | 1489 | 12299.14400 | 13127.87244 |
| 9243-3b1e | 0a89-2dd3 | 1298.00860 | 1256.68292 | 727 | 644 | 12057.05327 | 13056.72013 |
| 9f8e-89ce | c473-d759 | 1238.26355 | 1224.19262 | 1063 | 951 | 12202.12000 | 13033.00997 |
| 1f4b-080e | 0a05-ec43 | 945.62221 | 995.74047 | 720 | 712 | 12234.62236 | 13027.38909 |
| 2c42-14d1 | c2ca-aa0a | 1734.87874 | 1737.09284 | 684 | 621 | 12060.99200 | 13025.09842 |
| cef9-0e93 | 8c3a-20e6 | 1348.10462 | 1412.75307 | 1554 | 1388 | 11928.85600 | 13013.87200 |
| a2ea-d060 | 6aa3-ae0a | 1216.11831 | 1217.68830 | 957 | 869 | 11726.76000 | 13002.16140 |
| 5a31-5afc | 91cb-239d | 1616.70772 | 1626.48323 | 873 | 802 | 12329.77600 | 12993.47773 |
| c1e6-d3cf | 6f41-3445 | 1324.55552 | 1364.69800 | 1043 | 934 | 12244.07200 | 12991.49762 |
| f09d-db7b | f4ae-6a20 | 1173.11183 | 1240.44036 | 792 | 696 | 11964.12000 | 12859.56312 |
| 325d-1ec3 | f4ae-6a20 | 1236.11064 | 1240.44036 | 824 | 696 | 12310.99271 | 12859.56312 |
| 2ea0-b1f0 | c14c-6907 | 1405.62722 | 1387.51537 | 1245 | 1157 | 11865.11200 | 12815.60250 |
| 90fa-d5ee | 7795-ff54 | 1451.61544 | 1433.04074 | 1116 | 1025 | 12284.44452 | 12814.67200 |
| b322-ebc5 | b0b5-fa27 | 1717.63289 | 1665.60738 | 1257 | 1163 | 12578.25600 | 12810.30400 |
| 0780-4348 | f821-d417 | 1894.05911 | 1887.78909 | 1000 | 918 | 11806.37318 | 12731.52000 |
| acd5-025f | 6edb-0430 | 1856.00755 | 1829.55657 | 1100 | 986 | 11604.33600 | 12540.22134 |
| a16d-2616 | d069-3edb | 1549.80575 | 1552.78795 | 745 | 677 | 12240.40000 | 12510.57049 |
| b75f-2f50 | 1153-1c7e | 1746.24729 | 1720.77250 | 680 | 615 | 11338.08000 | 12403.38400 |
| e406-ead6 | 8833-663d | 1645.80902 | 1694.84763 | 749 | 711 | 11761.22400 | 12363.35448 |
| ab3b-ccf3 | 9422-01e1 | 1311.57167 | 1362.75448 | 1146 | 1051 | 12037.00915 | 12335.58732 |
| 2813-9ea9 | 1f57-b80c | 1060.70782 | 1060.16120 | 1123 | 1025 | 11021.72552 | 12172.07200 |
| d5b7-9bf5 | 0acc-a627 | 1779.84762 | 1702.11164 | 1374 | 1231 | 11759.43200 | 12160.89790 |
| d248-443e | ebcf-aaa9 | 1865.69775 | 1814.83419 | 1198 | 1111 | 11278.99200 | 12113.19229 |
| 732e-4487 | b2d9-bb8d | 1650.42221 | 1646.60818 | 862 | 755 | 11756.92805 | 12101.02044 |
| bedf-cedb | 6f56-0f42 | 1369.46760 | 1409.64251 | 1459 | 1313 | 12102.41600 | 12055.59140 |
| 49a2-7a2c | d60a-a717 | 1978.33817 | 1958.75109 | 873 | 818 | 11231.35200 | 11956.24000 |
| 831f-8e67 | cf32-ed45 | 1341.61038 | 1279.50929 | 332 | 295 | 10797.08509 | 11937.39067 |
| 8436-7ba6 | 0e0e-a102 | 1877.71603 | 1894.44470 | 886 | 809 | 11243.89600 | 11874.16937 |
| a88b-2510 | 3e94-256f | 1835.57319 | 1850.75987 | 644 | 600 | 11597.70984 | 11866.26400 |
| b2f3-82c5 | dc3f-e4d5 | 772.02503 | 892.73874 | 751 | 639 | 11355.17435 | 11815.52800 |
| a8a4-3684 | 6d47-7d04 | 1520.77763 | 1526.55877 | 1073 | 973 | 11121.56800 | 11709.06400 |
| 6f08-ca57 | ea04-78bc | 839.79368 | 851.09193 | 1207 | 1075 | 11227.21600 | 11686.65600 |
| a0ea-2b5a | fe6a-cbb0 | 1632.55346 | 1600.84208 | 636 | 548 | 10838.41600 | 11672.68800 |
| af46-05be | 1d7c-b9fa | 1205.81912 | 1275.77218 | 393 | 369 | 10904.28472 | 11647.61600 |
| 94eb-2465 | f0e7-e538 | 1288.14260 | 1280.87016 | 856 | 766 | 11127.83536 | 11577.51200 |
| 835c-984a | 0d72-0e94 | 1031.81641 | 1047.19935 | 671 | 609 | 10646.38400 | 11576.67214 |
| 959f-476f | d142-a54b | 1497.75836 | 1487.82036 | 893 | 852 | 10776.37058 | 11563.60000 |
| b250-2940 | d142-a54b | 1521.03354 | 1487.82036 | 919 | 852 | 10987.11200 | 11563.60000 |
| f7d4-dd3e | 9948-6362 | 1660.85120 | 1633.04561 | 824 | 749 | 11103.57438 | 11550.20012 |
| 09ef-6a6d | 4c18-4445 | 1779.97235 | 1740.32815 | 1339 | 1219 | 10840.26484 | 11506.84000 |
| 4b1b-a942 | 764a-13f2 | 626.16641 | 636.93036 | 1012 | 889 | 10230.80000 | 11492.71200 |
| 550c-608f | 2865-54dc | 1601.87340 | 1613.95609 | 910 | 797 | 11110.80800 | 11430.04112 |
| a91c-80ea | 02cf-fa67 | 2180.56274 | 1990.64191 | 470 | 451 | 10940.54013 | 11346.72124 |
| 3864-6d68 | bd4d-5ebb | 1351.85682 | 1325.80160 | 1260 | 1157 | 10583.70161 | 11287.56000 |
| 8f9f-e3d5 | a9b0-3775 | 1535.16986 | 1522.67977 | 851 | 752 | 10688.69870 | 11188.82400 |
| ce11-6686 | e19a-296f | 957.80626 | 991.89439 | 688 | 640 | 10836.00154 | 11050.36800 |
| 580b-50dd | e19a-296f | 1012.38177 | 991.89439 | 714 | 640 | 10745.38890 | 11050.36800 |
| da77-1979 | e19a-296f | 1045.66624 | 991.89439 | 736 | 640 | 10383.31249 | 11050.36800 |
| 886c-3ffc | 1651-1c3e | 1003.31373 | 1037.25757 | 1379 | 1228 | 10241.88278 | 11017.84000 |
| f246-0779 | 02de-d2cd | 1960.63935 | 1933.61520 | 1350 | 1242 | 10821.77979 | 10955.34400 |
| f8d4-d076 | a8f7-9fa5 | 1259.24779 | 1204.38653 | 1006 | 902 | 10747.96800 | 10927.00470 |
| b3b3-34c4 | 0289-e96c | 1424.11730 | 1434.42572 | 900 | 795 | 10241.48800 | 10918.60459 |
| e232-f924 | 0592-a1fc | 1723.53705 | 1751.63765 | 973 | 903 | 10461.49244 | 10887.74400 |
| 65a9-2e1b | 1d0b-233b | 1723.51501 | 1721.74399 | 642 | 569 | 10671.27200 | 10884.42400 |
| a80d-0c11 | 804b-fb51 | 1303.72649 | 1334.08363 | 986 | 897 | 10935.57215 | 10865.82400 |
| be0c-8cef | 3ad0-5da3 | 1126.26747 | 1122.95411 | 667 | 597 | 10375.59200 | 10811.37053 |
| 42ef-a6fd | c17b-6586 | 954.00598 | 1023.81502 | 1294 | 1209 | 10699.13600 | 10786.60000 |
| 0505-eb86 | f1b2-10b8 | 857.08686 | 747.94446 | 483 | 416 | 10979.79200 | 10764.87496 |
| 38e9-6032 | 20a6-08c6 | 1212.59396 | 1175.16108 | 1111 | 1010 | 10093.90681 | 10756.70400 |
| 59a3-bb24 | 554f-ca4d | 1564.10748 | 1550.25914 | 994 | 896 | 10431.33600 | 10742.04426 |
| 1f33-d38f | 8a2f-ee48 | 1353.66978 | 1372.33149 | 797 | 742 | 10627.87963 | 10733.68800 |
| af4e-c6ff | e747-09dc | 1199.10676 | 1209.91551 | 1281 | 1170 | 10004.41600 | 10686.04000 |
| 6bf7-9dac | 8038-0c5a | 1527.78677 | 1568.62278 | 1094 | 991 | 9906.87200 | 10677.88000 |
| 650d-e61c | 0305-0141 | 1199.63919 | 1184.28980 | 956 | 885 | 10145.12000 | 10633.03200 |
| 40e0-69ed | 8e6d-3cf1 | 1384.32521 | 1388.71274 | 785 | 733 | 10024.41600 | 10628.75254 |
| b27c-b5e7 | 2a23-7044 | 1635.33751 | 1662.68219 | 965 | 902 | 10182.64800 | 10605.53543 |
| 2121-8af1 | 4639-ba0d | 1800.58360 | 1779.94403 | 827 | 730 | 10136.73683 | 10531.41600 |
| dd64-0c48 | 4639-ba0d | 1822.81747 | 1779.94403 | 811 | 730 | 10088.67200 | 10531.41600 |
| 4add-f3e5 | 9763-e4df | 1667.78184 | 1671.03772 | 802 | 719 | 10078.62400 | 10385.64000 |
| 54dc-a16e | 520f-2ab0 | 1557.88299 | 1553.85039 | 454 | 414 | 9796.97600 | 10374.11245 |
| 842a-3af0 | da15-d62e | 1444.75926 | 1421.61251 | 982 | 896 | 10075.78210 | 10365.25600 |
| ea9a-fdc7 | f97b-0a65 | 1261.66414 | 1237.65037 | 1090 | 985 | 9541.34944 | 10315.43200 |
| c743-71db | 0749-9312 | 1774.73906 | 1811.57882 | 706 | 640 | 9641.40078 | 10271.05600 |
| 4f27-6273 | cc1d-41a2 | 1401.48927 | 1399.63553 | 1248 | 1127 | 10172.62400 | 10207.12790 |
| bb7e-98bf | 7bbd-1f9d | 1817.78301 | 1804.64885 | 908 | 797 | 10007.97030 | 10199.03044 |
| 2035-213d | aa80-d490 | 1898.82221 | 1871.17870 | 803 | 740 | 9488.54484 | 10194.32000 |
| 1fb2-9c84 | f41f-2023 | 1625.61675 | 1653.54419 | 1017 | 913 | 9752.27200 | 10179.03200 |
| 8c8f-2b22 | df6c-e5a0 | 828.86176 | 758.95642 | 1080 | 985 | 9606.28000 | 10083.29600 |
| aa04-523e | 1912-6b83 | 879.97470 | 927.18895 | 616 | 575 | 9709.55200 | 10075.79970 |
| 4abc-6795 | 23b5-fd3d | 1526.53170 | 1541.34693 | 615 | 575 | 9312.04598 | 10051.28000 |
| 02c4-2c82 | 23b5-fd3d | 1547.98847 | 1541.34693 | 667 | 575 | 9727.77600 | 10051.28000 |
| f840-9a75 | f9c9-065d | 1319.08763 | 1331.87030 | 670 | 602 | 9658.03200 | 10044.22403 |
| a479-2809 | 6f06-902d | 1864.83809 | 1869.84019 | 849 | 787 | 9532.80000 | 10035.90400 |
| 02a6-cdda | 7fb2-0728 | 1264.56921 | 1273.06685 | 914 | 824 | 9736.20620 | 9983.52000 |
| 4917-5bbc | 3181-54d1 | 1338.80756 | 1312.08816 | 965 | 879 | 9567.62400 | 9956.40434 |
| 1254-24c1 | c2c2-45f0 | 1219.74184 | 1197.40899 | 542 | 456 | 9120.11121 | 9927.72710 |
| 5d76-a8e1 | d47f-b874 | 1863.85095 | 1856.73382 | 753 | 683 | 9425.90447 | 9880.12800 |
| 6e25-72ac | 6b9c-0fbf | 1428.71113 | 1422.50865 | 1053 | 974 | 9335.01648 | 9849.20000 |
| 4608-9c8b | f4dd-0875 | 1246.99477 | 1289.84030 | 624 | 573 | 9384.67770 | 9848.86693 |
| ba0c-f51f | d6d3-e45c | 1919.73912 | 1896.15782 | 686 | 607 | 9497.20800 | 9811.18271 |
| 1a9d-5a66 | 125f-e667 | 1775.71639 | 1743.74721 | 863 | 788 | 9285.29600 | 9792.81910 |
| 7184-7f80 | 2b3a-8c0f | 1666.70872 | 1688.72315 | 846 | 777 | 9207.11266 | 9766.28647 |
| 00f8-2260 | 9aac-facb | 1762.10427 | 1768.21661 | 524 | 467 | 9366.77761 | 9754.42067 |
| 34a5-a564 | cdcd-6993 | 986.72250 | 969.68170 | 1017 | 921 | 9969.61003 | 9737.62409 |
| bda7-ad17 | adda-bec2 | 1319.07209 | 1297.54013 | 1167 | 1057 | 9260.95200 | 9672.18553 |
| ad1a-d09b | 55ab-6db0 | 1934.76796 | 1913.66792 | 1064 | 962 | 9004.60148 | 9576.14890 |
| f116-7f40 | de50-699a | 294.30573 | 471.71312 | 860 | 803 | 9840.04000 | 9569.68800 |
| 3318-66c3 | 397a-0d54 | 1409.60410 | 1395.05162 | 611 | 561 | 9664.45600 | 9564.72800 |
| bf09-11ef | 7c25-0749 | 1134.68950 | 1118.07890 | 769 | 739 | 9269.50400 | 9480.91957 |
| 739a-ee82 | 4391-fca8 | 1199.65236 | 1196.62711 | 1297 | 1168 | 9225.99200 | 9476.19200 |
| d41e-9a15 | 45e5-5e73 | 1856.80473 | 1807.39839 | 695 | 639 | 8819.23995 | 9383.40000 |
| 5d22-4c5a | 6e08-5fc4 | 1132.64946 | 1142.26140 | 556 | 527 | 9160.77600 | 9370.89779 |
| 8768-987f | fcec-f22c | 1909.12838 | 1954.60753 | 924 | 855 | 8911.79440 | 9354.12584 |
| 2827-aefd | 0098-369e | 1618.53293 | 1595.12762 | 707 | 643 | 8963.64839 | 9315.40713 |
| 4c19-082b | 55d0-4c9a | 1629.10796 | 1587.21528 | 853 | 777 | 8764.55897 | 9291.48800 |
| 781a-4e31 | 172b-e2bc | 1229.27726 | 1164.86333 | 397 | 369 | 9005.57600 | 9286.58690 |
| 11a7-feba | 1936-7691 | 575.74887 | 585.87127 | 713 | 684 | 9390.76402 | 9284.37600 |
| 2558-8e57 | 173c-efaa | 1089.71507 | 1075.26451 | 932 | 833 | 9123.99200 | 9281.00800 |
| efbb-3bc0 | e44a-6970 | 1711.69811 | 1694.26699 | 922 | 844 | 8653.75708 | 9252.16800 |
| c8b4-3de7 | 8844-237f | 1675.82381 | 1681.79074 | 838 | 764 | 8771.07192 | 9234.21600 |
| 453d-4c61 | 081e-a926 | 1137.78902 | 1177.93536 | 886 | 796 | 8733.67200 | 9222.40723 |
| e7d4-19b5 | e6a6-a404 | 1589.19565 | 1590.69216 | 726 | 654 | 8739.52800 | 9211.40000 |
| 6d18-a0dc | 9548-f19d | 1318.63940 | 1298.51932 | 803 | 726 | 8570.56800 | 9199.31023 |
| 0682-fdbf | 880c-edb2 | 1312.54017 | 1304.47872 | 994 | 917 | 8959.66496 | 9133.99200 |
| 74e2-acbb | e5f0-8c7a | 1758.88784 | 1767.87194 | 633 | 571 | 8744.61600 | 9119.59137 |
| db86-d245 | 1110-f358 | 822.27348 | 835.53624 | 911 | 837 | 8959.74400 | 9099.59200 |
| e340-4624 | 82cf-599e | 1333.89059 | 1321.32749 | 1187 | 1075 | 8578.45600 | 9099.10400 |
| fe15-19ae | e74b-1103 | 1625.98500 | 1590.43940 | 906 | 829 | 8754.38528 | 9093.43630 |
| f08f-a7b5 | dc9b-b171 | 1430.63435 | 1458.84032 | 960 | 880 | 8310.65600 | 9069.39200 |
| fc24-71d2 | dc9b-b171 | 1451.58019 | 1458.84032 | 958 | 880 | 8498.32000 | 9069.39200 |
| 6dba-2d6a | dc9b-b171 | 1475.87546 | 1458.84032 | 980 | 880 | 8717.60800 | 9069.39200 |
| 198c-6605 | f7d9-3ec0 | 1773.26319 | 1765.19162 | 845 | 777 | 8371.61600 | 9043.64620 |
| 137e-34c6 | 5023-f30a | 1346.66248 | 1376.65671 | 988 | 892 | 8637.03525 | 9011.50400 |
| c086-2094 | fc9a-2a90 | 1447.27337 | 1415.56975 | 927 | 832 | 8307.55200 | 8875.95653 |
| 6722-14db | b234-7067 | 1498.85007 | 1494.75302 | 901 | 795 | 8421.53147 | 8839.63862 |
| 7542-fc2d | 799a-f6eb | 1124.95331 | 1100.07725 | 746 | 686 | 8761.76082 | 8823.78427 |
| 2d16-be34 | ed45-3cef | 1388.48228 | 1372.25429 | 572 | 503 | 8732.82649 | 8820.94185 |
| a430-2cf7 | 1c88-3990 | 1772.66463 | 1769.25861 | 670 | 602 | 8434.94400 | 8818.35200 |
| 0933-15e7 | 7495-45c3 | 1324.18245 | 1333.25315 | 915 | 836 | 8534.30526 | 8810.98183 |
| d026-d5c1 | abba-e3aa | 1996.59442 | 1913.60171 | 455 | 417 | 8418.95552 | 8799.57357 |
| fdc1-297f | f68f-02ee | 655.25022 | 606.77073 | 1080 | 982 | 8374.12000 | 8750.56000 |
| 69cb-a8c0 | a8ec-eb27 | 1701.80793 | 1702.65791 | 881 | 811 | 8347.68000 | 8734.07139 |
| 0d68-2476 | eba4-2e5c | 1338.66295 | 1320.74293 | 563 | 535 | 8161.18400 | 8725.55842 |
| 6c86-4bc5 | 98a3-8709 | 1602.36469 | 1569.98573 | 887 | 795 | 8449.59667 | 8688.47200 |
| 76ea-67f8 | 90fe-bc16 | 1655.81674 | 1638.78354 | 567 | 516 | 8453.39812 | 8665.31200 |
| 1f17-6274 | 189c-6ee4 | 1418.54453 | 1440.75817 | 361 | 349 | 8606.20192 | 8663.35352 |
| c8e5-d9cf | d65c-5040 | 1353.65595 | 1338.56941 | 1243 | 1158 | 8145.33735 | 8612.56804 |
| 8d88-7e2e | 6a9b-6cf1 | 1174.79832 | 1188.73051 | 844 | 784 | 8398.75796 | 8531.96800 |
| ce54-d6e3 | 40eb-9ff5 | 733.86257 | 766.23203 | 555 | 534 | 8188.18400 | 8485.16000 |
| 99c4-9a14 | 40eb-9ff5 | 799.84635 | 766.23203 | 629 | 534 | 8321.54400 | 8485.16000 |
| 20ab-fd6d | 686e-42a2 | 1366.50512 | 1331.13145 | 963 | 879 | 7958.33600 | 8452.83200 |
| 8064-266a | ea85-9507 | 1501.69632 | 1486.79347 | 479 | 472 | 8295.32800 | 8392.72000 |
| 5bd0-6472 | 819b-d805 | 1298.61759 | 1275.90946 | 1171 | 1081 | 8081.38352 | 8350.64816 |
| 883d-4d04 | 15a7-5501 | 1471.74492 | 1464.14249 | 833 | 766 | 7980.01600 | 8291.23200 |
| 003d-5f78 | 5360-9663 | 961.60935 | 968.77829 | 811 | 744 | 8083.30400 | 8242.66400 |
| 0009-3a73 | ce44-17fe | 1107.99579 | 1113.79740 | 714 | 666 | 8200.00791 | 8228.35200 |
| c73d-c9e4 | dc34-0903 | 1443.98913 | 1418.53100 | 605 | 547 | 8037.97600 | 8218.69756 |
| 78de-e3a4 | b24f-5e66 | 813.03914 | 827.96811 | 767 | 693 | 8128.13600 | 8212.86856 |
| 119b-f988 | 7966-4fb7 | 1494.17887 | 1485.86279 | 854 | 773 | 7866.94400 | 8173.52000 |
| 0fbc-2343 | 9f0b-f6b3 | 1552.53316 | 1562.69270 | 749 | 670 | 7876.32800 | 8157.87100 |
| 93db-00f7 | 7ffc-b3b1 | 1584.74236 | 1577.59330 | 971 | 876 | 8147.27200 | 8139.58506 |
| c9c4-361b | ba0c-dcb6 | 728.17153 | 778.06764 | 886 | 780 | 8022.91200 | 8115.04000 |
| 4980-6021 | 1c11-9b4e | 1667.61593 | 1646.59799 | 886 | 826 | 7798.84000 | 8091.36000 |
| 0718-3ffd | 7178-21f4 | 1751.58281 | 1761.74505 | 951 | 846 | 7613.36000 | 8062.43200 |
| ade7-c2c0 | c6b4-39e6 | 1791.38347 | 1777.63855 | 810 | 721 | 7895.26400 | 8061.11819 |
| 6f66-34db | 27f1-076e | 1339.12699 | 1344.94515 | 675 | 619 | 7450.89463 | 7979.11164 |
| 3349-f82f | 584f-86d6 | 1177.77700 | 1144.50925 | 970 | 874 | 7605.96620 | 7972.08800 |
| df2a-2f73 | e32a-86fb | 1155.07404 | 1146.20926 | 709 | 638 | 7773.92000 | 7964.55200 |
| df2a-8602 | d96f-8649 | 1569.80738 | 1556.20205 | 914 | 836 | 7619.22851 | 7950.65600 |
| d072-f6db | 3f68-d511 | 1327.10251 | 1300.69275 | 527 | 457 | 7464.00515 | 7914.82400 |
| 1e6f-433b | 8d6b-7458 | 634.82291 | 624.33777 | 882 | 812 | 7275.56102 | 7912.04800 |
| 082b-bfd9 | 571f-db47 | 843.21606 | 884.64059 | 552 | 536 | 7407.61600 | 7900.32135 |
| 0439-0b44 | 89b4-4c62 | 1781.62612 | 1753.00965 | 864 | 780 | 7760.68800 | 7899.40000 |
| d79f-2c44 | 68dc-8298 | 1150.84797 | 1169.06282 | 662 | 618 | 7503.53600 | 7899.03066 |
| dc3d-709e | 2c30-a10f | 906.27951 | 891.61620 | 854 | 774 | 7881.73600 | 7892.48800 |
| b82b-6f30 | 3081-e2a5 | 934.28941 | 941.15956 | 717 | 663 | 7572.45672 | 7844.93114 |
| 148d-df7a | 7fc3-56a6 | 1415.66109 | 1386.04913 | 1042 | 933 | 7556.00800 | 7789.24000 |
| f57f-2324 | 5780-69c7 | 1485.65259 | 1500.84272 | 952 | 871 | 7449.36800 | 7784.05600 |
| 8e0a-812e | b612-d7a3 | 1273.35934 | 1274.54851 | 904 | 841 | 7616.67125 | 7771.17600 |
| e1fa-72d5 | 8c5d-87a9 | 1201.10624 | 1182.27618 | 658 | 610 | 7639.26339 | 7758.32000 |
| 984e-4be6 | dec5-f682 | 1197.77405 | 1193.15365 | 766 | 708 | 7400.44000 | 7756.12000 |
| c455-894a | f816-dbe9 | 1394.94361 | 1386.86859 | 935 | 829 | 7390.60544 | 7744.99200 |
| dd53-f7a5 | 05d2-f0a7 | 2032.83912 | 1974.86394 | 636 | 571 | 7234.00800 | 7727.67171 |
| 2f85-08ae | bfbf-8655 | 885.70326 | 905.94713 | 768 | 687 | 7674.46400 | 7720.08800 |
| 16c4-e6ba | b385-dda2 | 827.86363 | 870.71766 | 1005 | 916 | 7098.80000 | 7714.55283 |
| afc6-5cd4 | 420f-cef5 | 1578.12883 | 1577.49875 | 430 | 397 | 7654.18649 | 7693.58759 |
| f145-629d | 9929-77a1 | 1149.84777 | 1157.75716 | 756 | 692 | 7323.28800 | 7691.55109 |
| 3911-dcc9 | d9fb-758f | 1174.31958 | 1158.11549 | 973 | 875 | 7480.56000 | 7674.01600 |
| 9148-aa3d | 7639-0fa5 | 1222.54711 | 1247.58405 | 649 | 605 | 7257.60800 | 7673.57600 |
| db6d-54ba | bb88-f799 | 978.58211 | 1002.10684 | 1097 | 1011 | 7095.70400 | 7648.59200 |
| 31d4-fb14 | a3c6-2ffc | 1759.76833 | 1716.77728 | 824 | 749 | 7178.47200 | 7633.60800 |
| 6255-52da | 9913-1226 | 1263.47872 | 1200.83370 | 440 | 389 | 7647.37295 | 7625.12800 |
| fcdc-08d4 | 3e59-9399 | 1534.87332 | 1581.49597 | 495 | 462 | 7217.85084 | 7575.30150 |
| 4a62-61b7 | 45ae-abc5 | 1384.35589 | 1385.39119 | 521 | 495 | 7175.52579 | 7545.59353 |
| 4431-a8a8 | 2a20-bc98 | 1408.70487 | 1410.61199 | 821 | 742 | 7284.31200 | 7527.22400 |
| 71d3-7bb3 | f6e8-e767 | 1551.78225 | 1571.70226 | 1034 | 948 | 7284.25600 | 7511.15200 |
| 4aa8-ec8b | 19d2-91be | 1582.71131 | 1575.24861 | 660 | 586 | 7190.89600 | 7497.80764 |
| 72b2-7b96 | 3610-d7dc | 1002.25174 | 1038.70245 | 587 | 546 | 7380.74400 | 7476.26288 |
| 6193-7afd | 23c8-c6af | 1345.87669 | 1358.71878 | 503 | 452 | 7091.83200 | 7443.17430 |
| 5fae-5d2e | 5e81-5301 | 902.12299 | 869.96582 | 762 | 695 | 7135.51835 | 7439.70400 |
| d876-b67a | 595d-1f7f | 1317.82758 | 1309.84159 | 747 | 680 | 7207.52146 | 7424.45600 |
| 7fa0-d813 | e9dc-cac1 | 1401.57853 | 1387.43455 | 756 | 701 | 7142.76000 | 7411.49333 |
| f7eb-1e8e | 239c-ce4e | 1558.91602 | 1521.50069 | 691 | 645 | 7110.74192 | 7404.43209 |
| 15f6-c229 | 97f9-8b41 | 982.97466 | 990.76387 | 973 | 912 | 7259.85808 | 7398.44000 |
| ce82-4b15 | 498d-7593 | 1753.69878 | 1748.52237 | 676 | 602 | 7339.99200 | 7360.01600 |
| 060d-7b70 | 16cf-206d | 1286.13243 | 1272.17666 | 857 | 780 | 7141.52000 | 7309.46009 |
| e235-8755 | b7e1-3347 | 1418.66749 | 1397.66997 | 680 | 636 | 7017.02521 | 7292.86400 |
| 42ef-d038 | fcbb-ad6f | 1588.73395 | 1592.69328 | 729 | 677 | 7010.19200 | 7281.90400 |
| 0630-3977 | 0602-175e | 1407.73833 | 1382.85970 | 442 | 414 | 6848.33335 | 7263.99200 |
| 7f59-9d0b | e0b3-7863 | 908.95338 | 931.92843 | 948 | 851 | 6975.67200 | 7252.62400 |
| 89e6-69ad | 5d61-e4be | 1908.07044 | 1871.09427 | 348 | 321 | 6848.93111 | 7232.61600 |
| 71ec-9e09 | 1d89-3269 | 1783.58456 | 1777.18748 | 803 | 731 | 6778.67753 | 7222.92000 |
| ef87-101f | 1bee-5fac | 1405.63163 | 1368.82389 | 538 | 486 | 6942.30138 | 7216.35284 |
| 6a48-fd72 | 5658-86b4 | 1282.51624 | 1233.84056 | 1014 | 922 | 6831.47200 | 7175.83674 |
| 9054-5274 | 1fb4-0d22 | 1792.73294 | 1786.71900 | 733 | 674 | 6899.38547 | 7166.46053 |
| 628c-c727 | 8b0a-e23c | 1487.07030 | 1470.93685 | 684 | 624 | 6882.06400 | 7158.57600 |
| 23ea-ef1f | a1f7-2372 | 1225.22031 | 1263.08573 | 446 | 419 | 6741.53600 | 7121.05658 |
| bca4-645e | cf1f-8bab | 976.12704 | 948.65374 | 854 | 781 | 7025.30400 | 7094.00800 |
| 2cbf-c966 | 88c7-a257 | 1213.82736 | 1174.30067 | 1079 | 986 | 6714.35200 | 7086.88000 |
| 081c-74b0 | bb2e-04a0 | 1838.67606 | 1821.74808 | 729 | 668 | 6646.80000 | 7064.34400 |
| 1af7-fa6e | 8ab0-811a | 1781.63354 | 1828.13627 | 968 | 858 | 6903.04000 | 7051.32800 |
| 0876-e9b4 | 8ab0-811a | 1842.80257 | 1828.13627 | 942 | 858 | 6780.55332 | 7051.32800 |
| c09a-1100 | eb23-76ca | 925.62249 | 974.70289 | 636 | 568 | 6909.75616 | 7043.84800 |
| fd8e-622b | 9295-f8bb | 1062.58086 | 1053.52123 | 890 | 801 | 6590.54400 | 7033.60945 |
| 54d0-d027 | 0788-d0e3 | 1298.94697 | 1285.22688 | 799 | 749 | 6862.14400 | 7032.05232 |
| fdc8-88f2 | 81b6-27cf | 1102.75828 | 1058.18743 | 653 | 611 | 6888.87721 | 7023.87255 |
| 3b7b-705d | f56e-7725 | 1649.76690 | 1635.86262 | 242 | 235 | 6581.42232 | 6995.30400 |
| 8d8d-a9bd | 1172-84b7 | 1857.69522 | 1746.68713 | 1167 | 1090 | 6308.46400 | 6931.96800 |
| 31e2-2840 | aedf-0de5 | 1031.75236 | 1051.98575 | 800 | 727 | 6789.98400 | 6924.88428 |
| cb29-f471 | f246-14b0 | 1220.66953 | 1184.68471 | 882 | 798 | 6679.38747 | 6891.34118 |
| efaa-1b93 | 5269-8c0e | 1485.21529 | 1445.84263 | 969 | 882 | 6836.09600 | 6883.20606 |
| 8fca-a63b | e2b1-63d6 | 1183.25208 | 1168.77477 | 738 | 662 | 6599.94400 | 6870.63205 |
| ab77-3522 | b039-e129 | 1059.64450 | 1076.97388 | 838 | 781 | 6722.33600 | 6846.01594 |
| 6523-bcb2 | f0a4-9c9c | 1954.09686 | 1926.72110 | 748 | 668 | 6615.71200 | 6817.32230 |
| f758-0f01 | 2702-d95a | 1559.86582 | 1528.21568 | 514 | 456 | 6813.75200 | 6816.56791 |
| 8211-2da5 | be45-4871 | 1744.47889 | 1755.86913 | 579 | 523 | 6427.68000 | 6797.47158 |
| 2f5d-010c | 7307-d406 | 1393.78060 | 1400.23685 | 410 | 341 | 6483.05508 | 6778.37054 |
| da0c-ba19 | 2353-004b | 1677.68037 | 1667.67020 | 808 | 759 | 6598.11720 | 6771.34400 |
| 1dd5-56c1 | e9f1-0b38 | 1424.85207 | 1422.60616 | 698 | 638 | 6496.76752 | 6765.27200 |
| 612b-ee6b | 3958-82bd | 828.87844 | 803.12340 | 439 | 396 | 6724.89575 | 6735.08000 |
| 4823-55bd | 0ce7-d67c | 812.54868 | 788.02222 | 829 | 745 | 6592.40800 | 6704.12800 |
| 07e9-2ff1 | 4513-c9bf | 933.54110 | 941.15163 | 434 | 379 | 6503.66400 | 6698.71514 |
| 6bd2-c376 | 3d49-4053 | 1544.66666 | 1541.65836 | 502 | 449 | 6359.96000 | 6677.39200 |
| d7a8-5939 | ad45-006a | 1010.74170 | 1014.44067 | 514 | 471 | 6520.42234 | 6658.26602 |
| 4aac-a407 | 8eac-7e6c | 1219.48164 | 1205.09916 | 801 | 730 | 6645.15200 | 6657.19597 |
| 82da-fc17 | 6af3-2c00 | 1194.62900 | 1171.92384 | 639 | 580 | 6453.33600 | 6647.38765 |
| 5142-e72c | 7861-f763 | 1613.79969 | 1604.61302 | 754 | 673 | 6483.70113 | 6636.15200 |
| 46c7-6703 | b19a-3a27 | 1316.62819 | 1304.09729 | 573 | 527 | 6503.95456 | 6616.28665 |
| 2aa1-bb17 | d11d-c139 | 718.88730 | 717.53547 | 269 | 203 | 6234.19200 | 6597.53380 |
| ebc4-f096 | 757f-f588 | 1077.67296 | 1072.66434 | 622 | 561 | 6627.35768 | 6595.85600 |
| 5d82-d885 | 6d48-fadf | 1676.63140 | 1667.91671 | 539 | 508 | 6302.99200 | 6588.70400 |
| 3c3e-bfbd | 654a-3b2a | 1085.81958 | 1087.54319 | 734 | 672 | 6188.77541 | 6583.41875 |
| 4328-e8df | db4e-89d6 | 1185.61554 | 1175.11488 | 829 | 748 | 6558.58355 | 6568.12550 |
| bd85-771b | 7d67-b3b4 | 855.65192 | 869.13905 | 460 | 420 | 6225.37600 | 6559.71200 |
| 7a7c-3370 | 856b-4e8d | 950.19029 | 932.67005 | 763 | 685 | 6131.57456 | 6544.00548 |
| 0d62-55d2 | 7f5f-0902 | 956.04179 | 998.69572 | 672 | 611 | 6302.87200 | 6529.57703 |
| 3535-8129 | 8061-4345 | 1462.73003 | 1444.22043 | 1016 | 934 | 6374.96800 | 6512.68800 |
| eda0-a376 | 41a6-f4d4 | 1052.14936 | 1061.27068 | 595 | 529 | 6358.93204 | 6498.06909 |
| 0a2b-a33e | d5f1-30c5 | 1128.56877 | 1116.85772 | 490 | 456 | 6374.76800 | 6475.39964 |
| af65-f269 | a813-8d70 | 1234.84141 | 1270.59332 | 486 | 440 | 6421.58689 | 6459.04146 |
| 2b70-47b5 | 4c0b-9c47 | 1688.69964 | 1666.76071 | 474 | 422 | 6401.68059 | 6456.39200 |
| 1541-67ae | 220b-6948 | 988.44920 | 972.33734 | 489 | 430 | 6178.60000 | 6455.19061 |
| 33aa-f03a | b339-afba | 906.43619 | 904.50809 | 770 | 697 | 6117.74400 | 6445.77148 |
| 4883-1694 | 9466-fef9 | 1765.58308 | 1789.44561 | 552 | 498 | 6246.16000 | 6443.98400 |
| f1d6-08d5 | e727-2b6a | 566.69309 | 557.26704 | 469 | 421 | 6174.64800 | 6442.26400 |
| a9e4-537c | eee9-cd47 | 1983.58593 | 1940.31808 | 635 | 600 | 6342.73126 | 6434.48767 |
| cbdb-025a | 4564-91e1 | 1632.44057 | 1598.67344 | 537 | 504 | 6228.71812 | 6402.08000 |
| 5b19-54cb | 469c-c1e4 | 1399.65589 | 1445.91509 | 235 | 212 | 6365.65600 | 6373.70271 |
| f2da-169e | 15d7-2400 | 1164.81064 | 1142.91878 | 785 | 704 | 6007.70400 | 6370.69784 |
| 536f-1ae5 | 5798-46aa | 1338.96100 | 1331.54066 | 417 | 361 | 6189.61600 | 6361.25600 |
| 2906-ef98 | 168c-0f2e | 1283.09157 | 1283.46817 | 647 | 578 | 6200.41358 | 6352.23200 |
| 2e20-f264 | 2752-26bb | 1613.47819 | 1578.88052 | 679 | 619 | 6089.63200 | 6345.35945 |
| 7c0f-08e6 | 0e07-d70e | 1619.73763 | 1633.01317 | 705 | 653 | 6082.77572 | 6341.63155 |
| c632-fb7d | eb8d-4242 | 1367.91462 | 1359.51645 | 666 | 601 | 6067.93600 | 6312.64800 |
| 6bb6-f4a4 | e0fc-3bb2 | 420.94904 | 480.48456 | 533 | 489 | 5978.26228 | 6310.88000 |
| 8a44-cb3f | 2607-b1ac | 961.95185 | 934.93687 | 689 | 634 | 6288.30400 | 6306.92302 |
| 0b75-c91e | 06ea-a7d2 | 1833.32082 | 1814.47741 | 662 | 613 | 6051.38400 | 6302.27200 |
| 10c0-e9ff | dd17-ba68 | 1668.65038 | 1633.89694 | 654 | 598 | 6253.16583 | 6293.88376 |
| 0b25-27da | 1b8f-3ff5 | 1225.47881 | 1232.75737 | 521 | 459 | 6115.45696 | 6284.77276 |
| 5b17-e131 | 02e6-b622 | 694.60872 | 714.60959 | 496 | 462 | 6241.30319 | 6256.25600 |
| 924e-ff1d | 32bd-73e7 | 1815.51642 | 1795.92874 | 584 | 556 | 6098.51730 | 6248.36800 |
| c2c3-4d92 | a042-3c14 | 1534.66561 | 1565.22799 | 921 | 839 | 6202.84000 | 6238.62400 |
| c442-9ff8 | f170-d10f | 1032.95265 | 1029.83845 | 705 | 659 | 6090.37600 | 6236.41600 |
| e972-79d5 | e53a-984a | 1291.97622 | 1290.82014 | 677 | 623 | 6040.49997 | 6235.56800 |
| b0c1-52e1 | c10a-98b5 | 1488.53966 | 1477.25813 | 665 | 599 | 5952.44000 | 6234.88800 |
| 6b3b-42a1 | 6cb1-63d8 | 1172.78808 | 1198.18847 | 782 | 710 | 5893.38555 | 6230.40113 |
| 90be-00b8 | af90-5526 | 1464.11294 | 1444.00992 | 627 | 571 | 6118.80800 | 6224.21216 |
| 9b22-7e5a | 8552-24e7 | 1012.69286 | 997.61208 | 715 | 646 | 6081.04000 | 6223.39200 |
| 3ebe-efcb | 2510-ee75 | 1416.80271 | 1406.83256 | 551 | 508 | 5865.80800 | 6219.18400 |
| 2b8f-c186 | 8e78-2f4e | 1983.58569 | 1952.79951 | 415 | 368 | 5831.31413 | 6211.62960 |
| 2545-e466 | 040d-e78f | 1261.19586 | 1226.62927 | 437 | 411 | 6148.10428 | 6195.77276 |
| 13f8-9a0f | c6c9-0b62 | 1432.79814 | 1445.59286 | 661 | 608 | 5934.40157 | 6195.43200 |
| 9e84-119e | f95d-f8ab | 618.52865 | 624.12861 | 722 | 667 | 6012.05600 | 6184.93600 |
| e25c-5896 | c774-3581 | 1723.00745 | 1674.62950 | 548 | 504 | 6015.04000 | 6183.64800 |
| 6b63-d951 | 88b7-83ef | 1039.84458 | 1031.39096 | 469 | 418 | 6056.00567 | 6169.51918 |
| cba2-7c4e | a862-35d0 | 791.65236 | 779.59934 | 710 | 651 | 6098.62400 | 6167.78400 |
| 8aa0-74af | ee09-65e2 | 1907.23247 | 1912.49829 | 541 | 479 | 6057.78261 | 6166.46009 |
| ffca-9ae8 | 49d0-b0fd | 1298.59494 | 1277.83177 | 507 | 450 | 6053.40937 | 6164.30400 |
| e37d-8173 | e1f6-ca58 | 1508.70588 | 1521.68567 | 738 | 675 | 5990.19260 | 6163.97008 |
| 197d-7934 | f073-b2fb | 1652.61397 | 1615.37010 | 774 | 708 | 5991.79200 | 6150.53600 |
| da2c-22a5 | def7-f0f7 | 1415.69814 | 1401.50111 | 642 | 580 | 5916.31200 | 6141.61912 |
| 1a2a-415f | 5068-2288 | 1493.36277 | 1485.86225 | 396 | 379 | 5730.63200 | 6132.20816 |
| 5867-5c13 | 5068-2288 | 1495.18632 | 1485.86225 | 422 | 379 | 5969.14400 | 6132.20816 |
| 50c8-68ee | c86d-b695 | 1199.13709 | 1198.22378 | 698 | 630 | 6026.05600 | 6130.99242 |
| a761-0a3c | 2ec6-6a4f | 1461.83910 | 1463.74514 | 564 | 510 | 6115.90400 | 6114.76800 |
| c7f4-c484 | b31b-444e | 1367.81726 | 1369.63363 | 744 | 690 | 5959.77099 | 6098.42400 |
| 2706-37b4 | e673-6092 | 1506.56369 | 1506.56640 | 635 | 579 | 5940.16800 | 6085.17600 |
| 1f34-d2be | 9410-33a5 | 1438.02447 | 1433.87346 | 536 | 480 | 5734.07374 | 6081.32000 |
| 8b15-ce59 | cb69-a3bd | 1200.82444 | 1167.21280 | 871 | 793 | 5945.27200 | 6072.44800 |
| eaf1-c648 | 0de3-075e | 1317.82799 | 1310.65818 | 630 | 561 | 5792.44000 | 6056.07200 |
| d6cf-2e16 | 0de3-075e | 1318.77647 | 1310.65818 | 624 | 561 | 5742.52823 | 6056.07200 |
| d52e-5e1f | 0de3-075e | 1332.89041 | 1310.65818 | 616 | 561 | 5859.19076 | 6056.07200 |
| cb76-0aad | 0fc9-9cbf | 771.65591 | 793.05657 | 561 | 535 | 5739.98941 | 6045.28000 |
| fdde-9914 | 17eb-0f6b | 1629.14778 | 1612.87154 | 647 | 595 | 5719.34400 | 6043.30841 |
| d69e-9035 | 1982-7fdb | 894.06330 | 885.25331 | 851 | 794 | 6010.55470 | 6025.03200 |
| 3104-5d13 | a8e1-b0de | 697.67823 | 718.15501 | 506 | 467 | 5537.96000 | 6017.76800 |
| 8e12-4f99 | d5e4-827e | 1625.61095 | 1602.74583 | 677 | 604 | 5955.45600 | 6016.96384 |
| 5777-2609 | abfe-470d | 1871.21997 | 1842.76344 | 619 | 575 | 5880.24616 | 6013.91887 |
| 06d5-c9a9 | 78f8-3e14 | 1359.75093 | 1352.74259 | 662 | 615 | 5805.29834 | 5999.55775 |
| b3a8-dda0 | aa1a-2cda | 775.21159 | 787.78569 | 670 | 595 | 5610.80000 | 5997.56000 |
| da79-8e02 | aa1a-2cda | 788.91031 | 787.78569 | 655 | 595 | 5747.40000 | 5997.56000 |
| e99f-241b | 7773-2425 | 1506.70745 | 1492.68101 | 432 | 400 | 5874.78364 | 5997.00800 |
| c652-e3ff | 45df-564b | 998.82543 | 987.99046 | 540 | 494 | 5942.56000 | 5963.82400 |
| f42f-a59a | 6011-b974 | 1010.57380 | 1039.89466 | 512 | 462 | 5911.17600 | 5961.44000 |
| e870-f04e | 0d86-ee8c | 227.28373 | 276.21037 | 341 | 301 | 6097.79200 | 5960.84800 |
| d333-c667 | ab0b-bdec | 1388.71096 | 1381.62073 | 453 | 417 | 5686.80800 | 5945.85309 |
| ac17-9668 | 8938-9bdc | 1169.84781 | 1178.56084 | 470 | 442 | 5646.56000 | 5932.23255 |
| 4ed3-7d7f | cca6-d56d | 983.74510 | 979.64500 | 571 | 517 | 5614.74400 | 5911.84735 |
| b4a4-aa23 | 21c9-b20a | 1252.02494 | 1259.23412 | 571 | 519 | 5693.17487 | 5906.59200 |
| daad-9ee0 | 10ff-0b65 | 990.61020 | 989.85706 | 423 | 385 | 5589.02400 | 5890.43200 |
| 7864-f0e7 | f1be-f850 | 1443.14925 | 1456.86713 | 482 | 432 | 5855.96800 | 5887.82400 |
| c0bd-e90e | e26d-49f6 | 1264.59414 | 1290.00311 | 671 | 620 | 5663.63200 | 5878.68000 |
| 17ed-aae6 | 35c5-03ee | 1696.06181 | 1685.29183 | 430 | 372 | 5803.38400 | 5876.82400 |
| 89ed-e2a4 | bf94-cf03 | 1626.57954 | 1648.60321 | 544 | 483 | 5645.79068 | 5872.91200 |
| 0126-9eaf | 5cb6-e6a6 | 1261.69905 | 1254.81135 | 478 | 440 | 5517.12800 | 5831.90994 |
| b401-5ad2 | f025-b9bc | 1244.45796 | 1231.26565 | 797 | 732 | 5756.26400 | 5799.32000 |
| 2b18-ed58 | deaa-144d | 1198.59897 | 1199.76340 | 632 | 582 | 5475.98400 | 5798.20080 |
| 4efc-9a1c | e18e-1562 | 974.56736 | 967.51247 | 618 | 568 | 5469.02136 | 5786.18400 |
| b512-4f52 | 34e8-9cd1 | 1060.89211 | 1089.27586 | 345 | 317 | 5558.49917 | 5781.92000 |
| 4ddf-7262 | c8c5-8e84 | 1037.57008 | 1013.91595 | 458 | 404 | 5618.83200 | 5765.97674 |
| 06b1-2049 | 4e34-5134 | 1569.83728 | 1545.75057 | 486 | 437 | 5601.84910 | 5762.16800 |
| 9c0e-cf28 | 53ac-0431 | 849.63823 | 866.22828 | 612 | 565 | 5444.80000 | 5760.56000 |
| 20ec-1904 | fae1-5fa6 | 1374.83949 | 1407.41233 | 427 | 402 | 5449.64871 | 5745.51287 |
| 06a6-3e9a | a396-fcc2 | 1312.67789 | 1311.68750 | 617 | 563 | 5724.40600 | 5740.16000 |
| 6469-b2aa | 9528-ad8e | 470.64456 | 446.34331 | 653 | 583 | 5594.72106 | 5733.52800 |
| 951b-014b | 8749-04e2 | 1365.89420 | 1360.78719 | 465 | 421 | 5531.59200 | 5730.53600 |
| 75a9-267a | c0ea-c8d3 | 1759.83414 | 1733.68105 | 383 | 344 | 5864.93600 | 5721.49604 |
| db7c-317a | fa4c-a20c | 1081.71924 | 1097.10961 | 582 | 529 | 5653.08201 | 5719.81978 |
| fab5-7789 | fa4c-a20c | 1095.26174 | 1097.10961 | 583 | 529 | 5710.70340 | 5719.81978 |
| c6c7-410a | fa4c-a20c | 1095.80557 | 1097.10961 | 572 | 529 | 5777.36362 | 5719.81978 |
| 9118-026b | cc56-99a0 | 1224.24590 | 1218.66279 | 533 | 504 | 5515.54512 | 5714.45600 |
| 1d5f-5565 | dcf2-fb22 | 1357.96793 | 1360.64574 | 632 | 571 | 5502.81600 | 5713.56000 |
| 24fa-6aa3 | 64e8-d3d8 | 1205.60694 | 1227.68676 | 575 | 521 | 5629.81600 | 5705.88086 |
| c8e9-3c63 | a176-6b63 | 1143.40663 | 1132.47853 | 727 | 645 | 5534.14400 | 5698.79200 |
| d64b-36a4 | b8be-547c | 1143.71963 | 1141.38479 | 591 | 539 | 5436.46438 | 5693.45618 |
| 85e4-9e05 | 34f5-b526 | 960.18471 | 954.03534 | 619 | 570 | 5352.71167 | 5687.78792 |
| 619c-a185 | e068-b6de | 417.66769 | 411.91620 | 288 | 293 | 5978.96800 | 5685.74400 |
| 77cd-301e | cb0f-ed48 | 1170.61523 | 1192.80719 | 555 | 503 | 5604.77795 | 5675.55200 |
| b346-30ba | a334-9736 | 603.77537 | 589.06946 | 454 | 438 | 5447.19200 | 5671.12800 |
| 3c13-3721 | aa65-2eba | 1265.54383 | 1270.51840 | 783 | 714 | 5489.47035 | 5656.90400 |
| 0ff5-275f | 9d7c-386c | 1621.55815 | 1610.58627 | 631 | 560 | 5404.46400 | 5648.74925 |
| cec4-e504 | 1506-2888 | 1227.70551 | 1229.61284 | 690 | 623 | 5506.72094 | 5640.39200 |
| 3e81-43d3 | 7fca-27ce | 1177.89833 | 1169.44714 | 828 | 741 | 5559.33600 | 5640.14747 |
| edf4-b9a4 | 915d-5444 | 1349.23062 | 1324.64166 | 783 | 706 | 5516.16800 | 5640.03388 |
| 9748-6d96 | 12ff-56a1 | 1391.74469 | 1374.88853 | 554 | 497 | 5580.31200 | 5639.77600 |
| c177-8228 | 3c4e-842d | 1284.67602 | 1272.42351 | 726 | 655 | 5406.55200 | 5637.53897 |
| b57f-7458 | 4836-03df | 857.53384 | 850.79899 | 652 | 607 | 5405.60000 | 5632.73600 |
| 6964-3a6a | f4e4-a224 | 1582.55260 | 1570.68062 | 576 | 518 | 5571.57604 | 5622.03471 |
| 7e07-108a | c777-ee80 | 1179.98285 | 1164.72062 | 576 | 522 | 5420.93600 | 5621.92800 |
| e740-87cd | b1d1-919b | 1862.62216 | 1857.71675 | 405 | 380 | 5385.18400 | 5609.70400 |
| d3d2-123a | cdcf-5602 | 937.75361 | 954.18093 | 739 | 686 | 5385.76000 | 5601.08000 |
| 47a4-3c82 | 5297-2938 | 932.63351 | 962.04453 | 209 | 193 | 5355.12000 | 5591.68800 |
| 405d-9e2a | f674-067a | 1082.79001 | 1073.59391 | 565 | 513 | 5563.73142 | 5588.67200 |
| 5df4-aab8 | a0e2-5f10 | 1405.86984 | 1402.82793 | 656 | 608 | 5457.35200 | 5573.76590 |
| c05d-0439 | ec43-e8f3 | 409.26925 | 350.61537 | 817 | 771 | 5254.23200 | 5569.41600 |
| da07-5748 | e355-d1bd | 1053.70405 | 1061.09381 | 456 | 432 | 5323.66276 | 5569.03170 |
| 6d1d-c6c0 | cf7d-e5d3 | 1255.90102 | 1259.66943 | 498 | 455 | 5389.16800 | 5563.65600 |
| 4d3d-c674 | 1609-75e1 | 1264.68387 | 1268.66916 | 688 | 632 | 5514.97953 | 5553.74400 |
| af86-496e | 59aa-5436 | 1821.07515 | 1795.66580 | 558 | 509 | 5289.24797 | 5553.36800 |
| d1eb-30a7 | d07d-af35 | 1770.07726 | 1761.16667 | 248 | 235 | 5193.36000 | 5550.68000 |
| 9d8e-8b06 | e118-0be9 | 1674.81544 | 1663.99475 | 538 | 480 | 5453.67200 | 5550.63772 |
| 7e64-d23d | 7587-40b6 | 874.15858 | 890.41176 | 816 | 739 | 5511.82461 | 5543.12800 |
| 1350-01ab | 2c92-95aa | 1444.44848 | 1418.90953 | 467 | 423 | 5514.90460 | 5541.57600 |
| c503-ba2d | 6ae2-f91a | 1497.35910 | 1485.54833 | 446 | 422 | 5266.03200 | 5535.33600 |
| c90c-bc26 | 0c42-8f1b | 1540.15427 | 1537.16891 | 705 | 639 | 5353.99200 | 5534.22400 |
| 6f8c-6686 | 2aaa-5bee | 1612.73218 | 1618.71572 | 541 | 484 | 5336.15200 | 5531.69600 |
| 6329-96e7 | 5886-e5d5 | 631.26728 | 614.04734 | 488 | 444 | 5421.55200 | 5526.83200 |
| fef7-0aee | 3d2f-ae69 | 1443.78207 | 1445.79249 | 347 | 320 | 5459.39200 | 5506.20991 |
| 7054-3cfe | e9c3-e052 | 1613.21341 | 1591.83497 | 450 | 414 | 5249.64498 | 5500.24658 |
| 6b7a-c7f3 | 439b-3d40 | 1326.43837 | 1339.62656 | 639 | 588 | 5410.44800 | 5496.21811 |
| 63c1-5170 | 2005-baa5 | 1614.70932 | 1590.91985 | 374 | 349 | 5110.72800 | 5494.56000 |
| 7430-30f5 | dbd7-1d03 | 1203.92286 | 1190.05245 | 611 | 552 | 5317.14400 | 5462.66400 |
| ce1f-4bb7 | 7d97-ff33 | 1507.93949 | 1520.75373 | 569 | 531 | 5350.09600 | 5459.64000 |
| d0b3-798c | 7d97-ff33 | 1527.78907 | 1520.75373 | 561 | 531 | 5311.06475 | 5459.64000 |
| c51e-1d82 | 7ea4-0a08 | 1613.72764 | 1602.45337 | 564 | 510 | 5493.27200 | 5456.01600 |
| d4c7-de9b | a36f-da4d | 1625.66089 | 1622.29557 | 441 | 402 | 5188.03473 | 5447.80800 |
| c826-9a33 | 45fa-7a78 | 1901.78166 | 1878.78427 | 417 | 380 | 5207.18308 | 5442.65799 |
| 7869-6c2b | a599-a90a | 995.82345 | 1002.79566 | 678 | 615 | 5135.04800 | 5435.60000 |
| f01d-1be7 | b411-1107 | 1161.56547 | 1181.16216 | 261 | 231 | 5349.58029 | 5426.27200 |
| 64b0-5237 | 5b96-5e47 | 1213.05682 | 1199.96236 | 457 | 417 | 5275.20800 | 5422.38400 |
| 57de-7781 | b9e3-50d5 | 1808.61091 | 1793.56174 | 565 | 522 | 5256.33600 | 5417.70158 |
| 3fb1-e793 | e50d-2137 | 1848.81394 | 1808.82176 | 472 | 428 | 5188.16327 | 5415.84800 |
| 857a-5f60 | f029-8397 | 961.75275 | 963.01521 | 664 | 593 | 5324.21600 | 5412.17600 |
| ac5e-b0f9 | 9ada-aa5e | 1130.74721 | 1140.87067 | 731 | 666 | 5179.91726 | 5399.65561 |
| 366c-87dc | ff5e-947e | 952.98395 | 951.24535 | 563 | 522 | 5319.24000 | 5388.34656 |
| d368-2b78 | b82a-faf6 | 1174.52601 | 1156.05802 | 657 | 601 | 5271.74400 | 5385.08800 |
| 2fb9-bf76 | 74c5-85c1 | 1394.58138 | 1396.88627 | 582 | 543 | 5193.84000 | 5376.63200 |
| 126b-4d12 | 74c5-85c1 | 1394.81208 | 1396.88627 | 589 | 543 | 5159.90368 | 5376.63200 |
| 426f-18cd | 4e29-647a | 1275.62450 | 1282.64567 | 628 | 565 | 5215.94400 | 5368.92640 |
| 2137-4eaf | af31-1e7a | 1310.70817 | 1302.95485 | 657 | 602 | 5301.52800 | 5361.20904 |
| 6938-8076 | dea4-28b5 | 1430.39339 | 1420.22468 | 679 | 614 | 5283.16655 | 5360.40800 |
| 1ce0-67ba | 8692-0154 | 1428.13668 | 1421.71593 | 311 | 298 | 5380.03241 | 5354.61186 |
| a00f-0bbe | 95ec-08f2 | 769.75374 | 813.52095 | 559 | 511 | 5140.48000 | 5314.25600 |
| c323-6a80 | c55b-129a | 1625.15955 | 1608.72788 | 647 | 598 | 5265.20800 | 5305.93600 |
| 3650-88b6 | 2296-9218 | 1148.71605 | 1150.58633 | 648 | 593 | 5153.33600 | 5298.71372 |
| 5a84-7fa5 | 81a9-ee25 | 1707.30110 | 1697.54569 | 388 | 354 | 5213.01600 | 5294.73478 |
| bb76-07c6 | e68b-e500 | 936.98815 | 954.04110 | 610 | 546 | 5172.49600 | 5287.44800 |
| 4cce-3268 | a319-a135 | 1461.00440 | 1421.87683 | 708 | 649 | 5164.46076 | 5280.44000 |
| 9906-467f | 0817-a3fe | 697.76610 | 721.71016 | 670 | 617 | 5036.56435 | 5277.88000 |
| b365-c909 | d2bb-2dbe | 1099.99016 | 1100.77212 | 514 | 471 | 5134.29395 | 5274.40000 |
| 1cd0-2110 | 058a-efdb | 1849.55858 | 1812.47543 | 451 | 398 | 5141.25400 | 5266.16000 |
| 5703-d757 | 6462-c11f | 1266.82704 | 1272.25633 | 390 | 352 | 5190.06206 | 5262.32800 |
| 2ea8-dc2e | a138-e8de | 898.61907 | 906.88130 | 781 | 692 | 4813.60000 | 5251.95903 |
| a81f-5f2c | bdf1-d214 | 1164.79492 | 1165.97285 | 557 | 500 | 4978.27200 | 5251.88963 |
| d809-da63 | bdf1-d214 | 1165.87693 | 1165.97285 | 555 | 500 | 5178.06400 | 5251.88963 |
| d567-be0a | ba7f-7ff3 | 989.20050 | 988.75238 | 636 | 578 | 5015.36000 | 5237.03110 |
| c5a4-f7a6 | 0468-3fda | 1581.68824 | 1569.53299 | 391 | 365 | 4967.29078 | 5230.25407 |
| 0e80-5754 | eb85-a019 | 1073.56191 | 1083.19302 | 428 | 380 | 5058.17435 | 5225.37600 |
| 7b1b-8627 | 52eb-fcc1 | 801.05618 | 808.51108 | 661 | 606 | 5064.05600 | 5225.26670 |
| 13da-8f8f | 9549-922b | 1033.86725 | 1027.69610 | 681 | 621 | 5278.80690 | 5219.76000 |
| 5a90-faaa | 417f-1cc3 | 883.39562 | 842.77538 | 786 | 707 | 5065.32800 | 5209.24000 |
| 8a62-f344 | 5282-1243 | 1541.85564 | 1507.17580 | 345 | 320 | 4976.69600 | 5208.67435 |
| 8e84-ea09 | bdae-6bc8 | 1667.87985 | 1653.76312 | 417 | 394 | 5065.01600 | 5205.71646 |
| 767d-55a7 | 0440-0ac2 | 768.39230 | 758.35563 | 324 | 327 | 5062.09600 | 5205.66400 |
| f7fd-5396 | 442a-6340 | 731.71632 | 743.91030 | 593 | 539 | 5082.19200 | 5201.41600 |
| 9efc-2d14 | 09dc-ab31 | 872.65351 | 876.88066 | 488 | 449 | 5203.73600 | 5194.27200 |
| 4fd0-f013 | 8232-c774 | 328.73840 | 364.39090 | 550 | 507 | 4897.20000 | 5185.31038 |
| edad-ad9e | 5f49-5e8f | 1692.13095 | 1716.86700 | 512 | 469 | 5161.60050 | 5181.71021 |
| c40b-8fc9 | ed3e-f37d | 1917.72763 | 1922.69618 | 302 | 284 | 4854.58324 | 5164.98356 |
| 27df-ce96 | 0c11-6bdc | 1282.71101 | 1261.63639 | 464 | 422 | 5190.99200 | 5163.46060 |
| e345-6231 | 7362-6ccf | 1874.62384 | 1858.74241 | 584 | 549 | 5081.36655 | 5161.36000 |
| de81-e600 | 82f9-ef13 | 1231.21954 | 1221.79968 | 675 | 611 | 5059.47200 | 5160.71863 |
| b64f-7497 | 7c5d-6ba6 | 1024.33422 | 1029.92700 | 429 | 389 | 5090.86698 | 5153.55200 |
| 822b-ff34 | 7c5d-6ba6 | 1046.85648 | 1029.92700 | 419 | 389 | 4914.39200 | 5153.55200 |
| ef2a-9699 | d129-922f | 1338.80892 | 1349.66950 | 555 | 511 | 5108.53600 | 5149.17600 |
| 08a8-4846 | 84c1-fc24 | 855.60294 | 875.50895 | 695 | 632 | 5068.76000 | 5128.11200 |
| 66a4-7b94 | 1403-8ad9 | 414.61595 | 430.10690 | 714 | 623 | 5046.87200 | 5126.44800 |
| 7839-f4d7 | 9f27-edde | 1359.68243 | 1367.43470 | 685 | 630 | 5024.07121 | 5108.56065 |
| 9a73-88a0 | 61ed-baf3 | 1034.50294 | 1030.58447 | 462 | 415 | 4910.97769 | 5074.64000 |
| ba61-8de7 | d283-601a | 1354.01336 | 1334.26185 | 664 | 606 | 5005.39200 | 5051.33315 |
| 1740-8d75 | 6657-5a1d | 961.68436 | 964.33267 | 525 | 476 | 5015.75200 | 5044.34051 |
| d90f-1965 | 6e36-3cc6 | 1444.55981 | 1447.37056 | 517 | 459 | 4974.56000 | 5037.68394 |
| e276-8a94 | 891d-bcc2 | 1528.76234 | 1513.88932 | 308 | 279 | 4966.35501 | 5031.85216 |
| fdb6-8736 | 10dc-bd48 | 1282.82398 | 1279.78345 | 527 | 484 | 4842.51200 | 5019.19776 |
| b45d-71e2 | 04f3-90bd | 1310.64389 | 1313.64800 | 649 | 592 | 4920.41600 | 5015.48000 |
| e2d5-009a | 0ec9-1426 | 890.24206 | 895.11757 | 374 | 322 | 4898.51724 | 5014.33518 |
| 9447-6418 | 957e-e8df | 1724.57701 | 1724.47633 | 588 | 529 | 4853.59656 | 5011.36800 |
| 6ab1-a8b8 | 5bb2-aeb5 | 1629.71574 | 1615.11287 | 538 | 492 | 5045.11839 | 5004.67200 |
| fc0f-389e | 5bb2-aeb5 | 1634.72300 | 1615.11287 | 538 | 492 | 5010.92800 | 5004.67200 |
| eebe-678c | 5c73-1133 | 963.64882 | 982.50661 | 388 | 361 | 4821.42117 | 4986.28000 |
| df62-76c6 | de69-4816 | 1143.31205 | 1135.65372 | 404 | 355 | 4814.56800 | 4983.67477 |
| 52f5-7b45 | b23d-c913 | 1470.03878 | 1450.15459 | 631 | 569 | 4853.80800 | 4978.69600 |
| 34f8-c12b | 7106-5540 | 1087.67400 | 1080.83655 | 572 | 530 | 4871.69881 | 4978.00000 |
| c6bc-deca | 6a68-2923 | 1755.81777 | 1751.76799 | 442 | 405 | 4867.34400 | 4973.88000 |
| 2265-7073 | 3271-cd39 | 808.61073 | 829.38986 | 475 | 437 | 5099.97815 | 4969.37600 |
| cdf0-a32a | 9212-c34c | 1849.91722 | 1834.30122 | 393 | 364 | 4773.93600 | 4965.40000 |
| 63df-a5d7 | a971-9612 | 932.66766 | 938.34508 | 447 | 415 | 4964.85360 | 4955.50400 |
| bfda-4617 | 3ad5-eeb3 | 1620.51387 | 1602.70889 | 508 | 467 | 4858.60000 | 4955.48000 |
| 34f0-ae82 | f1c9-6964 | 1290.19539 | 1284.26714 | 515 | 463 | 4969.83200 | 4937.59766 |
| bee5-482e | 0e55-f64a | 787.71681 | 789.81412 | 586 | 532 | 4733.16000 | 4930.73600 |
| 4f3d-de61 | bbd8-97c2 | 1190.66395 | 1205.52778 | 546 | 500 | 4894.78524 | 4923.65600 |
| 8d86-e480 | 152d-f0f2 | 1272.66738 | 1285.19355 | 609 | 566 | 4801.69600 | 4907.61600 |
| 553e-360c | 5a90-899f | 1432.81174 | 1418.21556 | 424 | 401 | 4797.16000 | 4894.89600 |
| abf5-0d0a | e35d-b3c5 | 1019.27454 | 1017.58604 | 755 | 683 | 4957.07200 | 4888.90308 |
| 7877-4aad | c594-f88a | 1715.28971 | 1713.21334 | 271 | 239 | 5118.55307 | 4887.32000 |
| aa90-4a63 | 1424-f86e | 1814.70454 | 1821.98918 | 325 | 295 | 4624.68253 | 4877.00000 |
| d0c4-357a | 93f1-57a0 | 1140.90983 | 1151.09856 | 495 | 446 | 4736.58400 | 4871.29835 |
| ee17-2fd1 | ffb3-b0ce | 1450.50374 | 1449.85366 | 555 | 498 | 4852.46175 | 4863.65037 |
| cdbb-1af1 | 28a8-64a3 | 612.23438 | 625.56466 | 503 | 445 | 4685.08800 | 4859.32000 |
| 4061-09ef | 9747-c34f | 702.64316 | 699.92451 | 487 | 447 | 4921.80800 | 4857.59200 |
| fe84-27cc | 3c9b-e650 | 1717.59787 | 1716.56433 | 545 | 493 | 4944.80495 | 4852.42760 |
| 212e-0d01 | 8541-7bff | 1358.83205 | 1358.28491 | 636 | 585 | 4683.84000 | 4850.36000 |
| 177b-412f | 7e50-10ed | 1131.56593 | 1149.61712 | 535 | 491 | 4852.17600 | 4844.89437 |
| 3722-ca33 | 10fb-a314 | 803.59108 | 804.76493 | 359 | 341 | 4660.48800 | 4843.93292 |
| c766-0854 | 794d-59b6 | 1577.52501 | 1558.24846 | 480 | 436 | 4778.00800 | 4842.91200 |
| 47d6-1dbc | 1470-f72a | 1702.84329 | 1688.82164 | 190 | 176 | 4898.73600 | 4841.48800 |
| fbdb-5e3f | 5fd5-3e24 | 1006.21903 | 996.67424 | 592 | 535 | 4684.42256 | 4839.70400 |
| 4914-be81 | ca7f-32b6 | 1177.81669 | 1178.57758 | 631 | 565 | 4663.45600 | 4838.76800 |
| b05b-32b3 | 77d9-f740 | 1617.79090 | 1608.60480 | 537 | 487 | 4608.35200 | 4811.84082 |
| 190a-3164 | 1e4c-2ec4 | 458.90544 | 466.26045 | 443 | 403 | 4986.35200 | 4809.31200 |
| cd1d-9ac9 | 1ae5-69b9 | 809.73619 | 808.16755 | 610 | 550 | 4706.83200 | 4795.50400 |
| 3b67-bf9b | e9f0-2218 | 1399.33469 | 1404.71249 | 464 | 415 | 4642.74868 | 4791.36800 |
| f678-c60a | 97b1-f705 | 1262.82866 | 1261.34610 | 485 | 440 | 4727.76796 | 4782.09600 |
| 1c16-4d0a | 4dcd-3e9e | 1125.59701 | 1109.43288 | 558 | 511 | 4611.79104 | 4770.08028 |
| f255-9d3a | e8cd-8583 | 410.61823 | 458.73450 | 727 | 647 | 4886.19055 | 4769.52000 |
| 9d59-5ad2 | 3d6b-2833 | 1488.73561 | 1492.68134 | 457 | 418 | 4557.75200 | 4758.02189 |
| 197c-ad09 | 1222-25f5 | 1130.98869 | 1124.71343 | 642 | 580 | 4774.03200 | 4754.91015 |
| 735a-51bc | f660-5b8d | 1920.29089 | 1919.75392 | 355 | 325 | 4648.45600 | 4740.77888 |
| 1991-d38f | 50f2-83fc | 659.07933 | 673.99806 | 557 | 522 | 4501.94319 | 4730.29600 |
| d98b-1c1c | ceb7-204e | 1582.54950 | 1569.57748 | 528 | 471 | 4692.84000 | 4718.20046 |
| cfb1-6e49 | 9fed-538e | 1143.82656 | 1143.14830 | 568 | 514 | 4618.46444 | 4717.11566 |
| 26e7-8f27 | a693-3ebe | 1224.46745 | 1237.02610 | 574 | 526 | 4762.02400 | 4715.76000 |
| 2680-0de5 | c373-2363 | 1151.80019 | 1164.68266 | 207 | 185 | 4611.67128 | 4712.27200 |
| da33-e5b8 | 7c9d-c587 | 1783.74723 | 1782.87162 | 444 | 410 | 4559.12000 | 4709.42400 |
| ef70-ddf9 | 4aa7-73c5 | 1310.99934 | 1303.19256 | 540 | 487 | 4599.93600 | 4705.52800 |
| 7622-a4a0 | 4c08-d9d4 | 1784.25545 | 1760.83156 | 229 | 203 | 4511.83267 | 4692.77874 |
| 002c-4f9b | 29a2-4d71 | 1194.74007 | 1213.08811 | 568 | 513 | 4678.58637 | 4686.47200 |
| 7c0f-4f86 | 8030-97c6 | 1602.71852 | 1590.60975 | 603 | 552 | 4681.44800 | 4676.89600 |
| c0a7-38ad | 8702-f50b | 1198.48067 | 1198.26166 | 620 | 565 | 4496.71281 | 4669.67200 |
| 1305-97f3 | 4d19-ade4 | 1393.59132 | 1386.95725 | 393 | 366 | 4672.80800 | 4667.46440 |
| d4b3-cf45 | 3377-ade9 | 1783.64854 | 1779.83670 | 522 | 475 | 4682.61600 | 4658.92929 |
| f4c5-d57a | 3377-ade9 | 1794.56468 | 1779.83670 | 530 | 475 | 4555.40800 | 4658.92929 |
| 0c36-093c | c7a1-c42c | 794.08422 | 772.62888 | 463 | 424 | 4584.73600 | 4658.64800 |
| c887-9ae2 | f893-11dd | 1508.30429 | 1531.75670 | 437 | 394 | 4660.44800 | 4656.44800 |
| c51d-ad14 | c951-46d5 | 974.74385 | 1006.87240 | 287 | 281 | 4656.66388 | 4654.68800 |
| 8fad-c4af | 6725-73d1 | 1025.28113 | 1012.65748 | 670 | 604 | 4635.08800 | 4652.25032 |
| 5cb0-aeb4 | 6725-73d1 | 1028.06867 | 1012.65748 | 659 | 604 | 4483.47530 | 4652.25032 |
| 32ca-d2c3 | 4e91-7a73 | 967.75900 | 987.87481 | 409 | 379 | 4541.72050 | 4647.20000 |
| 8b49-d037 | 885f-5466 | 1793.13682 | 1776.72881 | 334 | 294 | 4655.98897 | 4632.83200 |
| 6c54-9200 | 48f1-d187 | 1366.84949 | 1371.07642 | 557 | 511 | 4538.09828 | 4631.65600 |
| 826f-5ae5 | facb-f378 | 1266.92245 | 1263.53271 | 144 | 135 | 4720.18400 | 4622.98269 |
| af06-f941 | 15ea-7240 | 720.72964 | 704.44625 | 384 | 345 | 4641.87841 | 4621.31200 |
| 9891-8ce9 | 0705-fe2c | 1649.63049 | 1644.92267 | 430 | 390 | 4670.02400 | 4617.43336 |
| 70b9-f0d7 | 838c-c37d | 834.02721 | 827.93699 | 642 | 591 | 4702.63200 | 4611.31200 |
| 2ba3-a226 | 34ea-8e7c | 1045.46884 | 1038.79344 | 501 | 455 | 4527.62400 | 4610.84800 |
| 7a5c-eaad | 2206-91f8 | 1004.94578 | 996.66303 | 547 | 494 | 4678.84000 | 4610.16487 |
| 4a16-8581 | 3933-f2c6 | 1430.58008 | 1431.57627 | 475 | 427 | 4498.87200 | 4608.86400 |
| 403b-ff27 | 9693-4548 | 912.79235 | 904.65815 | 452 | 409 | 4521.69600 | 4607.78441 |
| 6e10-5e8c | 510d-b5cb | 1493.74314 | 1472.17102 | 424 | 388 | 4719.31200 | 4592.24550 |
| 7104-1693 | 068f-94f9 | 1016.02168 | 1016.67476 | 463 | 417 | 4520.70400 | 4584.49600 |
| bd18-bb2e | 6f21-455c | 1478.50656 | 1456.77838 | 220 | 190 | 4357.99200 | 4569.00800 |
| 2f15-ac74 | 4c3f-e60b | 1618.59433 | 1618.68230 | 446 | 406 | 4610.69600 | 4561.19316 |
| 1e6f-e309 | 243b-898b | 1186.23425 | 1169.74993 | 380 | 340 | 4284.14400 | 4554.83825 |
| 7cf0-bab0 | caca-74a8 | 421.59303 | 437.31036 | 483 | 449 | 4237.39200 | 4549.52800 |
| 99ab-87f2 | d549-ceb4 | 1632.72656 | 1613.25471 | 521 | 472 | 4436.01739 | 4532.82540 |
| 1c1e-6ca9 | a5d5-fe2f | 1681.68425 | 1688.04375 | 225 | 189 | 4729.85854 | 4513.00199 |
| f817-6997 | 6a8b-5393 | 882.50203 | 870.50247 | 791 | 724 | 4805.42400 | 4507.82400 |
| a222-c214 | 7f7c-35be | 1016.71870 | 1025.95513 | 510 | 467 | 4309.25600 | 4505.24800 |
| bd3c-467b | f336-07b0 | 1835.80697 | 1832.34108 | 330 | 310 | 4401.72800 | 4494.71599 |
| 40e1-e3be | ca1d-3945 | 589.88135 | 612.79366 | 142 | 149 | 4079.84863 | 4489.93600 |
| df81-70c3 | c6f0-d54f | 1298.78529 | 1310.56804 | 409 | 383 | 4334.70262 | 4487.45600 |
| 453d-5cdf | 480a-ad4d | 1470.31013 | 1485.74387 | 735 | 675 | 4204.11245 | 4465.64800 |
| e517-9afa | 33d6-3f03 | 1847.26294 | 1856.56471 | 521 | 481 | 4559.33600 | 4462.07334 |
| 8c3e-0a4f | 10c5-14be | 759.34630 | 761.93567 | 435 | 405 | 4542.58175 | 4455.76800 |
| 918f-e582 | 9d9f-3c83 | 846.88729 | 837.05078 | 595 | 546 | 4267.98400 | 4453.72000 |
| 7605-b3f9 | c59c-5728 | 1024.77336 | 1017.09142 | 396 | 363 | 4370.69600 | 4445.16800 |
| 6417-150f | 4324-4cf4 | 795.14881 | 799.44346 | 592 | 542 | 4495.46400 | 4432.97600 |
| 2e0d-726c | c68c-c757 | 1692.81059 | 1696.56692 | 622 | 549 | 4378.36800 | 4423.72027 |
| 1175-4fb8 | 5662-99c2 | 1109.27639 | 1100.99912 | 534 | 488 | 4450.81600 | 4421.66400 |
| 86f5-48a2 | e726-68be | 506.94427 | 512.55116 | 409 | 361 | 4434.59200 | 4412.60000 |
| 2df3-9c19 | 5f7b-0053 | 1179.04941 | 1190.56257 | 578 | 513 | 4317.73600 | 4411.44000 |
| 5631-1006 | 55c5-7d0b | 1237.72755 | 1235.90605 | 380 | 354 | 4355.48000 | 4410.80000 |
| 0472-e63c | 55c5-7d0b | 1240.08171 | 1235.90605 | 374 | 354 | 4374.43200 | 4410.80000 |
| c17b-6d33 | 6bbf-26d6 | 1420.75778 | 1417.65762 | 413 | 374 | 4422.33680 | 4408.52800 |
| a12e-c1f3 | 83f7-a056 | 1087.46734 | 1082.49983 | 462 | 420 | 4386.64800 | 4408.49600 |
| 3fea-6fea | 3702-ef30 | 743.09266 | 752.38958 | 607 | 562 | 4345.95200 | 4407.16800 |
| 0892-ff90 | 2b45-9626 | 752.71304 | 732.17019 | 396 | 357 | 4300.28800 | 4400.03238 |
| 9f17-aac7 | 9ef5-2991 | 700.61280 | 716.86781 | 423 | 371 | 4331.48800 | 4382.61600 |
| 6711-91e5 | 9ef5-2991 | 705.01047 | 716.86781 | 412 | 371 | 4287.39345 | 4382.61600 |
| 87fb-4b63 | d8c1-e985 | 1088.92667 | 1090.72122 | 277 | 248 | 4582.62640 | 4377.96800 |
| ef85-0567 | 8309-6421 | 1392.77795 | 1388.85968 | 661 | 600 | 4379.88317 | 4376.22400 |
| cac1-ddab | d901-340d | 821.59774 | 818.73185 | 403 | 383 | 4333.99200 | 4374.32800 |
| 9f57-26dc | ad49-0599 | 1037.92751 | 1039.73538 | 486 | 435 | 4316.62284 | 4373.20000 |
| 5806-3d30 | 0b59-eeea | 1330.04263 | 1322.32002 | 537 | 492 | 4322.32800 | 4368.50400 |
| dcae-362b | 0af4-0f83 | 1023.82552 | 1031.53723 | 381 | 336 | 4239.09983 | 4359.32800 |
| 3572-9797 | 658b-f188 | 1160.69557 | 1172.84329 | 520 | 468 | 4299.69459 | 4355.93600 |
| 98d6-f9ef | b583-8231 | 1195.05715 | 1172.48652 | 97 | 104 | 3907.50560 | 4355.20800 |
| 26a2-243c | 6781-2c5a | 1135.58973 | 1138.65323 | 408 | 360 | 4278.95200 | 4350.16000 |
| 556d-912a | 880f-1053 | 491.47256 | 507.71529 | 547 | 478 | 4309.59200 | 4349.55200 |
| a290-8550 | 1e25-be28 | 1187.85652 | 1190.80082 | 594 | 546 | 4351.90400 | 4342.72000 |
| 4fb5-cc94 | ea50-04e6 | 673.81152 | 680.94197 | 470 | 433 | 4474.80370 | 4335.35200 |
| 9d05-ab57 | ea50-04e6 | 688.73102 | 680.94197 | 465 | 433 | 4256.59200 | 4335.35200 |
| c266-598e | 9229-0c3b | 1258.66047 | 1256.57228 | 445 | 398 | 4246.93600 | 4322.68479 |
| 4b3c-d4ce | e28b-4ec4 | 1103.82420 | 1102.30002 | 400 | 371 | 4098.55200 | 4321.68746 |
| b1df-bc80 | 3eac-15e7 | 1171.27764 | 1163.90230 | 544 | 494 | 4224.48000 | 4318.08610 |
| e79f-bb25 | f48c-d829 | 1388.38866 | 1381.69324 | 620 | 561 | 4179.05600 | 4316.03200 |
| f62e-857c | 04d8-358f | 320.81051 | 312.06622 | 501 | 452 | 4079.83200 | 4307.71200 |
| ff3b-5b33 | 41d9-4110 | 1654.76666 | 1640.13183 | 351 | 318 | 4265.45600 | 4303.31560 |
| f639-cd06 | 835d-7da4 | 1565.70343 | 1562.81594 | 315 | 300 | 4063.45600 | 4293.30301 |
| dd5b-7006 | 835d-7da4 | 1602.60021 | 1562.81594 | 340 | 300 | 4423.09462 | 4293.30301 |
| 7e5d-87cc | 80d6-5d9b | 1258.84009 | 1248.91671 | 315 | 284 | 4213.39200 | 4288.68800 |
| 52d9-3f91 | 817c-93cb | 1312.74826 | 1303.71567 | 464 | 428 | 4180.85600 | 4276.44000 |
| c31e-8d62 | 5eb2-3270 | 807.72679 | 818.07440 | 369 | 342 | 4108.40000 | 4267.96800 |
| bdad-9fff | 5eb2-3270 | 818.13145 | 818.07440 | 378 | 342 | 4224.56480 | 4267.96800 |
| 4d93-db68 | 92a4-3839 | 1154.01264 | 1152.68863 | 604 | 557 | 4124.58400 | 4251.34521 |
| 9b0f-b294 | 74cf-5740 | 1338.66139 | 1332.77537 | 480 | 435 | 4187.51200 | 4196.48532 |
| 4fa9-0099 | 568d-b809 | 1877.67017 | 1887.45685 | 359 | 340 | 4127.30400 | 4192.65600 |
| 0e2d-6f58 | 6a96-edfe | 633.75480 | 648.34149 | 375 | 347 | 4321.56732 | 4189.55200 |
| c248-1324 | 6a96-edfe | 656.63875 | 648.34149 | 389 | 347 | 4018.51200 | 4189.55200 |
| e2cf-eae9 | ba80-1997 | 1850.89182 | 1866.61118 | 187 | 182 | 4008.93944 | 4186.66257 |
| e26c-64b4 | c258-7f8f | 1525.70778 | 1521.00344 | 371 | 341 | 4126.91200 | 4180.40127 |
| dcd8-1759 | 2bad-968d | 1594.76079 | 1590.81409 | 428 | 390 | 4215.23200 | 4180.08709 |
| c10c-8be8 | e487-f171 | 1499.83852 | 1492.78774 | 437 | 410 | 4063.40800 | 4179.69600 |
| 6ef6-f105 | 0e73-e938 | 1374.84095 | 1363.80990 | 492 | 446 | 4166.80000 | 4167.23200 |
| 549d-c235 | 99ee-be98 | 1190.76912 | 1200.63853 | 409 | 373 | 4135.15409 | 4159.81600 |
| dcd3-6a3c | 30c4-2db7 | 861.56383 | 849.66862 | 513 | 468 | 4004.23820 | 4148.41600 |
| 2b39-a1ff | 2760-a597 | 1346.98633 | 1332.67288 | 273 | 263 | 3991.25600 | 4147.81600 |
| 2761-2dd0 | 3929-ad6c | 1766.60669 | 1744.34200 | 334 | 306 | 4043.56752 | 4143.82400 |
| e463-6d59 | a465-6732 | 1116.74208 | 1101.88635 | 610 | 559 | 4095.52981 | 4143.13600 |
| e3f7-03ee | a781-9dde | 953.94442 | 946.50212 | 368 | 331 | 4185.43200 | 4141.76800 |
| d335-6d38 | b761-d3e7 | 2277.42769 | 2165.53045 | 193 | 178 | 3025.55200 | 4140.24800 |
| 20e7-4706 | 64f2-0273 | 1394.56912 | 1391.62589 | 418 | 389 | 4074.63697 | 4131.64800 |
| eebe-7c23 | cce2-13c7 | 315.01002 | 349.03640 | 451 | 401 | 4101.76800 | 4123.87200 |
| d768-70a2 | c747-4fb1 | 1291.63833 | 1289.89236 | 435 | 403 | 4062.68815 | 4120.86408 |
| 86f5-63f4 | 640b-50e3 | 979.84662 | 974.46727 | 462 | 430 | 4033.36000 | 4120.72000 |
| d110-0318 | 77aa-fea0 | 961.67257 | 962.79163 | 461 | 419 | 4081.04800 | 4108.66863 |
| 393e-20a1 | 2120-a36f | 602.90808 | 603.19323 | 393 | 369 | 3953.88800 | 4102.64000 |
| 80a9-0020 | 0591-b51d | 467.19593 | 477.73720 | 466 | 426 | 4011.23200 | 4097.21600 |
| a902-805c | d824-a1c8 | 1660.57861 | 1654.57359 | 404 | 361 | 4122.12323 | 4090.96000 |
| 515d-fd51 | 2ca2-2f38 | 1085.69316 | 1087.25972 | 564 | 507 | 4116.58400 | 4083.29600 |
| 6bfe-9aba | 37d6-7638 | 1090.55858 | 1098.28815 | 354 | 328 | 3895.93600 | 4081.93600 |
| 6c72-3d49 | faa9-2673 | 925.64854 | 906.84841 | 588 | 533 | 3989.88800 | 4075.74310 |
| 1560-095e | be1f-77ad | 883.81038 | 908.87999 | 357 | 324 | 4071.23200 | 4072.46400 |
| 6681-eb3c | 9253-e3d2 | 1157.67286 | 1157.89175 | 532 | 490 | 4024.32312 | 4059.63200 |
| 4a54-9551 | fdf7-f2ae | 1527.54325 | 1506.61120 | 342 | 330 | 4096.88000 | 4059.40479 |
| 7960-264a | 4752-21ce | 825.60289 | 835.62716 | 395 | 350 | 4005.28800 | 4043.98400 |
| ebe1-cd64 | 2dde-0c0b | 1360.77036 | 1352.50281 | 481 | 444 | 4072.64800 | 4040.27200 |
| 830e-ef2e | 3ef3-bc5a | 1854.60736 | 1840.32728 | 339 | 303 | 4092.11200 | 4039.08806 |
| cadb-5d87 | 07d3-78d6 | 1676.12009 | 1661.56719 | 332 | 291 | 4096.45606 | 4030.68000 |
| af80-c931 | a5ba-495e | 1727.36943 | 1747.15758 | 261 | 250 | 4049.06934 | 4029.82400 |
| ebac-e543 | e72d-f7e7 | 1508.21537 | 1514.62937 | 396 | 359 | 3921.06514 | 4029.40000 |
| add3-a3b9 | 9114-ba61 | 715.61272 | 722.71896 | 372 | 332 | 3920.17600 | 4023.30769 |
| 9acb-d1c5 | e44c-ff45 | 1300.05519 | 1305.73730 | 235 | 215 | 4057.50462 | 4019.05600 |
| 9055-87cb | fb92-b0f1 | 1471.89587 | 1444.86051 | 454 | 407 | 4015.82400 | 4018.40800 |
| 43fa-1e65 | 4647-f12e | 1305.07958 | 1302.28894 | 444 | 406 | 3884.39200 | 4016.63973 |
| 91ab-690d | 4b91-efe5 | 976.64700 | 981.53809 | 468 | 431 | 3963.40800 | 4014.37600 |
| 4620-1ab8 | 5fd1-0d14 | 485.65870 | 493.94980 | 464 | 426 | 3997.35200 | 4004.59200 |
| dbca-563c | 89c6-ecc1 | 1219.36648 | 1212.69015 | 540 | 489 | 3888.57247 | 4003.75200 |
| c917-62a3 | bec3-d9b7 | 1310.62755 | 1298.55295 | 407 | 379 | 3991.84866 | 3993.80772 |
| 48d9-a021 | e66e-2337 | 1073.13810 | 1080.69811 | 400 | 364 | 4092.86730 | 3992.52800 |
| 9795-45d3 | 8e1d-d3e9 | 1107.68318 | 1093.61689 | 366 | 341 | 3983.70400 | 3990.95200 |
| 824b-6a21 | 11d4-81a2 | 999.21519 | 989.61988 | 395 | 360 | 4000.08000 | 3985.08800 |
| 5d5e-d96f | 1948-15a9 | 1775.62823 | 1779.68804 | 432 | 402 | 3966.60800 | 3984.10400 |
| 4935-566a | 62f9-a371 | 1336.00475 | 1324.63560 | 302 | 269 | 3928.54654 | 3979.65677 |
| 2f02-90a8 | 80d7-b02f | 1180.62113 | 1180.86365 | 298 | 278 | 4322.55200 | 3973.01600 |
| 1736-ae75 | 6843-8677 | 757.86191 | 758.00809 | 646 | 577 | 3818.15200 | 3971.42400 |
| 1abb-ccee | 30cb-83ce | 918.76644 | 931.63878 | 462 | 429 | 3921.68800 | 3964.23200 |
| 004d-84d8 | 005c-d328 | 1078.68508 | 1087.68509 | 541 | 485 | 3902.59577 | 3957.49600 |
| a889-0f64 | 7aaf-640c | 1273.17980 | 1255.76549 | 362 | 348 | 4075.08578 | 3946.27200 |
| dac2-2730 | ef59-f97c | 1084.05787 | 1088.72597 | 238 | 214 | 3643.99341 | 3928.75200 |
| 7875-3044 | 647d-0020 | 1366.06670 | 1346.11111 | 540 | 493 | 3848.06936 | 3928.19200 |
| a379-2a73 | d9ee-d929 | 1563.74425 | 1563.02809 | 434 | 396 | 3797.37600 | 3927.80000 |
| 0725-c99d | e741-50b1 | 1581.87841 | 1590.56530 | 299 | 279 | 3940.52000 | 3927.74639 |
| 984d-76b1 | 9efd-68e2 | 1189.03891 | 1200.68102 | 334 | 306 | 4065.40800 | 3918.82901 |
| 8053-3255 | 21ec-bac4 | 379.23124 | 352.96198 | 584 | 549 | 3986.13600 | 3912.63200 |
| e9f5-10a1 | 56e6-fa1e | 1219.52619 | 1214.69663 | 405 | 369 | 3885.70314 | 3909.00829 |
| f0bf-3b09 | 3acb-001d | 1213.70319 | 1202.13066 | 570 | 507 | 3914.06629 | 3905.93324 |
| b3b7-5d90 | 2454-65f7 | 1673.40421 | 1674.68001 | 345 | 314 | 4072.87617 | 3901.41186 |
| a594-9204 | 1b3d-5269 | 1465.09344 | 1450.68313 | 314 | 285 | 3907.97052 | 3896.51200 |
| b13b-9917 | ee7f-1f84 | 1769.28998 | 1768.19400 | 258 | 231 | 3826.00880 | 3890.31200 |
| 2d21-cee7 | e45f-e45f | 1000.02218 | 984.85863 | 268 | 245 | 3953.90400 | 3889.30871 |
| e018-7e5a | 6970-cb73 | 1275.56860 | 1273.07509 | 398 | 367 | 3894.70103 | 3888.58701 |
| 6772-d03d | 6113-c952 | 540.03193 | 540.62314 | 447 | 393 | 3854.21199 | 3887.31200 |
| c87a-48db | 5030-4e2a | 974.68641 | 991.73235 | 637 | 578 | 3941.84197 | 3885.76800 |
| 745f-e5ef | 40f6-7832 | 882.94534 | 881.15556 | 437 | 392 | 3764.60000 | 3884.20000 |
| d69c-0fad | f7eb-6f18 | 1726.34532 | 1696.11177 | 354 | 314 | 3977.56800 | 3882.99200 |
| 6dc3-f50a | 5605-37c5 | 704.27181 | 716.53528 | 373 | 350 | 3746.38400 | 3876.17717 |
| 3ffe-88bf | 49cd-5501 | 1269.73237 | 1267.53003 | 600 | 550 | 3853.59076 | 3875.68800 |
| 7b81-8952 | 1b78-22e5 | 1236.79506 | 1237.52025 | 474 | 434 | 3813.56800 | 3875.30400 |
| c22e-534d | cb36-4f80 | 1153.08167 | 1150.61087 | 390 | 361 | 3843.42400 | 3869.49600 |
| cd55-6371 | eb14-92bf | 926.68854 | 933.59834 | 509 | 470 | 3838.43200 | 3867.02007 |
| cfa3-ec33 | 43cb-e335 | 583.82132 | 599.43279 | 422 | 384 | 3971.82984 | 3856.60800 |
| 2e8d-a99b | aa7b-3195 | 1058.10601 | 1055.88774 | 417 | 375 | 3838.98400 | 3853.00000 |
| f475-745b | 6719-7a75 | 326.01983 | 349.69155 | 465 | 423 | 4022.46400 | 3819.42400 |
| b59a-e91b | 70f1-1e57 | 1325.84506 | 1324.79175 | 378 | 347 | 3788.07702 | 3811.24187 |
| 109f-7ca1 | 8d0d-99f7 | 1336.79304 | 1330.69948 | 431 | 396 | 3759.84000 | 3811.17600 |
| dddb-0c12 | 185a-e37f | 1174.71014 | 1163.36913 | 488 | 449 | 3826.72000 | 3810.44800 |
| 70f9-3b2f | 17c8-918d | 1372.55398 | 1352.04572 | 321 | 300 | 3820.53600 | 3803.28000 |
| d6c6-ffe2 | b0b7-8e2b | 937.94920 | 939.07322 | 429 | 401 | 3952.41600 | 3796.63761 |
| 25ac-b23f | b0b7-8e2b | 940.56947 | 939.07322 | 430 | 401 | 3978.32000 | 3796.63761 |
| 87af-f794 | a0c5-3db4 | 1425.82399 | 1422.56491 | 322 | 301 | 3899.32800 | 3795.88000 |
| 1c50-433c | 01cd-0a98 | 654.80498 | 665.76986 | 498 | 458 | 3739.82400 | 3790.80000 |
| 0483-ff03 | aa3a-bad2 | 429.59753 | 420.80142 | 345 | 311 | 3893.92000 | 3789.57469 |
| 401e-c91a | 626c-62f7 | 1220.12167 | 1212.51993 | 325 | 295 | 3723.79200 | 3779.79200 |
| 3cc0-ea4d | 0569-0cdf | 1024.76432 | 1029.64896 | 427 | 391 | 3767.70320 | 3774.72800 |
| 825e-b13a | 096c-3a39 | 728.80194 | 734.64029 | 334 | 313 | 3733.03200 | 3774.24000 |
| e6c0-c57e | 7e88-bbfe | 981.99833 | 995.92067 | 524 | 482 | 3848.58393 | 3773.84800 |
| 75db-13e2 | fed5-263c | 1536.36355 | 1546.61351 | 455 | 413 | 3718.99200 | 3763.79680 |
| a1dc-274c | 7662-59ac | 1339.01030 | 1319.01580 | 338 | 316 | 3711.00000 | 3760.21067 |
| e7b0-eebd | c3db-3a42 | 1500.37260 | 1499.77326 | 373 | 337 | 3762.21600 | 3757.64000 |
| caf3-bb55 | c3db-3a42 | 1507.81336 | 1499.77326 | 354 | 337 | 3822.12196 | 3757.64000 |
| 8f47-e76f | d67b-f7bc | 1073.37763 | 1060.70164 | 368 | 330 | 3713.15011 | 3752.64000 |
| fbfe-2643 | 8522-9437 | 855.57806 | 847.19630 | 401 | 366 | 3791.54400 | 3748.51200 |
| 2dd4-35f6 | b3fb-9d25 | 996.68370 | 1013.99924 | 500 | 458 | 3789.11200 | 3744.68872 |
| 4c7d-0556 | af31-fd25 | 1156.65789 | 1156.73361 | 361 | 334 | 3761.33600 | 3744.24800 |
| 63da-0f6d | c366-2cfa | 1311.66994 | 1296.55579 | 444 | 405 | 3658.62400 | 3729.59200 |
| 1bc7-3a07 | 8634-510a | 1821.71020 | 1799.79148 | 441 | 415 | 3863.44789 | 3724.50400 |
| b087-a1be | 826e-ac2e | 1365.29926 | 1368.77300 | 414 | 379 | 3703.01913 | 3720.09033 |
| 3549-9c46 | 6529-96c4 | 1680.33531 | 1664.83751 | 428 | 395 | 3796.26400 | 3719.58400 |
| 374b-224a | ffe9-2a57 | 1261.61380 | 1258.68882 | 494 | 453 | 3650.51200 | 3712.31230 |
| 81f3-b323 | 589d-24ba | 1107.74130 | 1119.63475 | 280 | 250 | 3894.87200 | 3711.68000 |
| 93a2-e802 | 180b-6ea6 | 1977.29182 | 1968.25252 | 457 | 416 | 3791.28800 | 3707.41600 |
| 0747-ecc1 | c924-0291 | 588.29377 | 591.62150 | 355 | 303 | 3788.79200 | 3703.82400 |
| 2764-7f81 | c26e-8629 | 688.10744 | 687.91140 | 488 | 440 | 3730.86400 | 3700.19200 |
| 5313-9ae2 | 9778-6d1d | 856.88956 | 849.50582 | 473 | 427 | 3767.68800 | 3690.12800 |
| 9338-ff6a | 7e75-2c7a | 993.41396 | 991.12558 | 417 | 386 | 3637.02400 | 3688.83200 |
| 06ad-9ae0 | 2d75-be13 | 1080.12523 | 1075.17532 | 430 | 389 | 3698.82400 | 3685.48000 |
| c8a7-c559 | 6f62-3cfb | 429.60355 | 462.90801 | 607 | 564 | 3566.40000 | 3667.53600 |
| b44f-378d | e7d6-97bb | 976.72628 | 990.72306 | 514 | 474 | 3707.62910 | 3659.44800 |
| f41a-167c | 8493-a01e | 519.69446 | 525.95309 | 392 | 359 | 3828.86400 | 3659.33753 |
| cb48-5b99 | b806-41c0 | 1267.11350 | 1265.54508 | 391 | 356 | 3530.41452 | 3658.89610 |
| a1c9-cc11 | 6389-3459 | 1247.63410 | 1256.92688 | 507 | 460 | 3624.12000 | 3657.58186 |
| 693b-a93d | 7f4e-4c9d | 1408.63295 | 1409.77291 | 197 | 201 | 3963.10400 | 3655.69053 |
| b3dc-7bbc | 3ae6-f451 | 1003.42966 | 983.38422 | 193 | 172 | 3582.70616 | 3654.60800 |
| eb90-a4e5 | 64c3-72f1 | 553.15375 | 551.90038 | 376 | 346 | 3729.10400 | 3642.35881 |
| 1da3-3d67 | c5f3-847d | 1464.68363 | 1471.81942 | 427 | 383 | 3600.61600 | 3637.83576 |
| 4801-4a6f | 4ca3-5840 | 1108.04706 | 1113.02628 | 480 | 439 | 3653.16800 | 3634.68800 |
| 2517-4790 | b77b-1265 | 891.86830 | 877.20153 | 378 | 344 | 3624.26400 | 3627.50400 |
| f74a-1e39 | d4c7-4e76 | 584.66178 | 606.28265 | 534 | 478 | 3767.85340 | 3623.32800 |
| 2c9a-d804 | ff89-5fa6 | 1226.53428 | 1208.02860 | 349 | 325 | 3645.36800 | 3619.11200 |
| 2e9f-9dc0 | ff89-5fa6 | 1230.64384 | 1208.02860 | 352 | 325 | 3636.80000 | 3619.11200 |
| 2911-587b | e508-8b6d | 1874.75919 | 1842.52764 | 395 | 362 | 3545.06662 | 3615.14945 |
| 6356-7331 | 327d-3f51 | 1997.79995 | 1948.85398 | 213 | 184 | 3766.67200 | 3614.75200 |
| eff1-3a14 | 2b34-a454 | 1169.30123 | 1202.83587 | 188 | 168 | 3552.48319 | 3611.86400 |
| b954-8ccc | c8bf-3f41 | 1339.64544 | 1338.80567 | 369 | 343 | 3491.86400 | 3610.12800 |
| 417d-9025 | c736-4bc4 | 947.79465 | 977.76164 | 628 | 586 | 3724.24000 | 3607.35200 |
| 9e9d-db44 | a28f-c243 | 287.89459 | 292.29009 | 258 | 236 | 3817.81600 | 3602.37600 |
| d6dc-9fb1 | d811-8bd4 | 1582.37581 | 1569.67269 | 293 | 279 | 3540.84000 | 3599.24800 |
| 4b01-5f94 | d46b-4913 | 1438.95323 | 1430.81914 | 413 | 373 | 3640.73600 | 3598.10400 |
| ad79-794c | b7c9-06e2 | 1295.10002 | 1281.80811 | 406 | 375 | 3643.51178 | 3579.12180 |
| 3b27-7ea1 | a097-9886 | 872.44834 | 857.55885 | 273 | 237 | 3665.56800 | 3578.77557 |
| 61ee-f622 | f018-2f0e | 1066.00524 | 1079.60374 | 373 | 343 | 3626.63327 | 3574.71332 |
| 05e9-c8c5 | 7662-4921 | 432.39472 | 422.95220 | 374 | 354 | 3595.76800 | 3571.08800 |
| 4526-23be | 13af-8bb8 | 1179.58532 | 1179.82589 | 437 | 394 | 3519.10775 | 3569.01865 |
| ffc5-377f | 2960-c5f0 | 1556.57461 | 1556.63963 | 377 | 345 | 3610.01600 | 3566.32000 |
| daba-ef23 | 5a2f-8875 | 545.06660 | 569.53191 | 473 | 429 | 3400.44000 | 3565.39200 |
| 7428-e0c7 | 45a0-3c21 | 1065.09338 | 1066.74558 | 554 | 509 | 3554.47463 | 3559.91964 |
| ac39-775c | c23c-a01b | 1037.60823 | 1037.11575 | 409 | 374 | 3558.16800 | 3557.87038 |
| d654-6218 | 21e2-5e62 | 1060.05282 | 1056.74920 | 391 | 361 | 3605.14400 | 3557.27186 |
| 2232-9245 | 8aeb-9e92 | 602.88531 | 606.87019 | 205 | 195 | 3466.09837 | 3554.28894 |
| a04e-c1d1 | 12c9-a204 | 885.79755 | 885.88420 | 419 | 385 | 3575.53600 | 3550.06047 |
| 217f-88e0 | 641f-09b7 | 960.07792 | 953.67084 | 422 | 384 | 3579.12800 | 3537.08800 |
| 9294-e783 | b319-6689 | 982.78291 | 987.73161 | 370 | 338 | 3565.12840 | 3534.00429 |
| 648e-29df | f805-d893 | 1108.13059 | 1107.63188 | 421 | 390 | 3453.10399 | 3533.24800 |
| eb5d-4fdc | 14bb-ec85 | 1029.74508 | 1017.72407 | 372 | 339 | 3644.90400 | 3531.79200 |
| 8c33-3336 | 14bb-ec85 | 1032.92613 | 1017.72407 | 365 | 339 | 3593.73600 | 3531.79200 |
| 256c-c377 | c4fd-852b | 1691.80022 | 1675.61067 | 412 | 377 | 3391.63200 | 3526.68000 |
| 0901-c7cd | 3a49-235e | 834.01987 | 830.72493 | 485 | 458 | 3475.89600 | 3522.78297 |
| 4012-b2d5 | db58-f8c2 | 1059.66554 | 1069.48625 | 416 | 383 | 3507.42400 | 3521.60000 |
| cebe-eb55 | db58-f8c2 | 1068.05840 | 1069.48625 | 418 | 383 | 3510.56800 | 3521.60000 |
| 7cab-d765 | 8b61-e213 | 1056.82351 | 1052.90770 | 305 | 270 | 3455.48000 | 3520.96864 |
| 5c81-50b5 | 8b61-e213 | 1074.72457 | 1052.90770 | 303 | 270 | 3559.32800 | 3520.96864 |
| 94eb-583b | 5ede-2df9 | 1548.61292 | 1536.26961 | 444 | 410 | 3560.67200 | 3519.55626 |
| a2fe-4335 | 63f4-d087 | 1267.59715 | 1265.26900 | 329 | 303 | 3424.93359 | 3519.45285 |
| 1d2d-6f3f | 2879-9b34 | 1065.94946 | 1072.55473 | 532 | 493 | 3507.84000 | 3515.81600 |
| 576c-9c10 | 05c3-529a | 1635.36882 | 1637.13698 | 256 | 226 | 3601.88000 | 3513.34303 |
| 42af-909c | e4be-065d | 1241.49071 | 1241.63311 | 363 | 334 | 3483.32000 | 3500.87200 |
| 7f21-9c5d | d794-dd0f | 1037.66797 | 1037.81965 | 317 | 289 | 3448.32800 | 3500.27543 |
| ec62-8512 | e541-8eb4 | 1050.93644 | 1050.85090 | 263 | 243 | 3499.53309 | 3499.55050 |
| f0e6-ed91 | 7e66-bb72 | 888.25748 | 890.76280 | 486 | 440 | 3355.15039 | 3493.00000 |
| abb8-c6fc | 02a8-bd45 | 1054.64464 | 1043.33242 | 250 | 232 | 3553.88440 | 3486.64726 |
| d3bf-0e05 | 2244-e2f5 | 756.30009 | 784.83366 | 297 | 264 | 3398.89600 | 3485.20800 |
| 1879-949d | 1d0f-4154 | 1581.54674 | 1576.96620 | 389 | 355 | 3432.90400 | 3474.93600 |
| c9a5-a69a | 6d17-244a | 575.00229 | 561.00006 | 440 | 402 | 3516.00000 | 3474.63200 |
| 668e-0fe6 | d153-a974 | 1788.20797 | 1795.85851 | 307 | 288 | 3558.05706 | 3474.12800 |
| 132a-f6f1 | de47-fea2 | 1016.25455 | 1010.69698 | 395 | 358 | 3585.78400 | 3472.08000 |
| 7830-14bf | a164-813a | 1444.84076 | 1430.44953 | 415 | 378 | 3527.96738 | 3471.89923 |
| 8750-f04d | 0b2b-3f56 | 350.36337 | 330.72171 | 269 | 255 | 3524.47200 | 3469.41600 |
| 396e-3336 | e723-eab4 | 1277.06676 | 1265.11884 | 278 | 255 | 3366.01580 | 3469.23322 |
| 045f-43c9 | e89a-2518 | 1292.18441 | 1289.99531 | 319 | 284 | 3549.70956 | 3468.15200 |
| 9ef6-57e7 | 6ae2-bd80 | 281.94787 | 312.24316 | 458 | 414 | 3552.68000 | 3466.80000 |
| 9b04-2194 | ee6f-7de4 | 1262.58880 | 1260.27663 | 231 | 204 | 3477.47200 | 3466.20180 |
| b0da-bfec | 5c48-9f21 | 1863.78214 | 1836.51701 | 228 | 235 | 3713.14112 | 3465.38400 |
| d358-1663 | cca3-2858 | 933.56940 | 930.33486 | 350 | 319 | 3506.22400 | 3462.83200 |
| 21e2-a0ff | 83b5-00dc | 914.70593 | 926.81440 | 249 | 225 | 3336.71200 | 3456.51200 |
| ba08-b091 | 57d9-c97b | 1121.34134 | 1122.76422 | 407 | 380 | 3485.99446 | 3454.35526 |
| 21bc-09b6 | 7c94-9908 | 1402.61071 | 1402.90933 | 418 | 382 | 3478.58400 | 3424.76144 |
| bcd3-bf6e | ab71-68bc | 673.15782 | 678.94453 | 290 | 264 | 3534.36000 | 3420.55200 |
| ce31-2b3d | 69a2-d319 | 867.22356 | 862.84674 | 366 | 330 | 3521.61600 | 3420.48000 |
| 3afc-457c | 8e3b-952b | 808.35928 | 795.00760 | 505 | 455 | 3333.16800 | 3414.57600 |
| f79d-c053 | b63c-0d9f | 456.12076 | 445.85498 | 428 | 398 | 3446.12800 | 3414.21410 |
| aed0-26e2 | daf2-87f9 | 507.43626 | 532.24068 | 308 | 281 | 3598.47937 | 3410.08000 |
| be53-57e2 | 14e5-3b90 | 1574.07301 | 1569.86067 | 369 | 331 | 3383.83414 | 3403.77600 |
| 1d07-6fcf | 2707-173a | 953.78507 | 967.22105 | 469 | 425 | 3366.68000 | 3403.08192 |
| 258d-81ec | b69d-1ce8 | 1026.10183 | 1027.21582 | 154 | 135 | 3186.06410 | 3400.76000 |
| 689a-c00b | e80c-a874 | 808.79001 | 790.68935 | 608 | 559 | 3401.35200 | 3398.60800 |
| 670c-2b86 | fad6-5cbc | 1304.67670 | 1320.20089 | 514 | 473 | 3291.40800 | 3398.23200 |
| 2036-1e63 | fad6-5cbc | 1331.03753 | 1320.20089 | 513 | 473 | 3430.81924 | 3398.23200 |
| eb85-ea27 | abbc-557d | 1486.74916 | 1494.64166 | 392 | 359 | 3413.17600 | 3393.01214 |
| d118-b8e7 | a3ae-cd9e | 1338.60412 | 1340.43204 | 393 | 362 | 3391.27200 | 3391.87200 |
| bebf-008d | 4421-c5ab | 427.85487 | 421.37262 | 508 | 469 | 3334.22400 | 3390.21600 |
| b932-744d | fd52-f938 | 1051.54394 | 1043.63890 | 335 | 306 | 3343.04000 | 3377.84800 |
| e576-92c0 | 324c-4b91 | 1768.10562 | 1746.97356 | 255 | 226 | 3428.45005 | 3377.44800 |
| dc4b-a386 | df89-ea44 | 1345.94421 | 1352.69359 | 250 | 231 | 3409.14760 | 3372.74400 |
| b7f3-176b | ae46-6494 | 1589.23031 | 1570.66123 | 177 | 181 | 3435.57281 | 3372.57600 |
| c023-8bea | ee12-e9e0 | 1224.68402 | 1227.04132 | 366 | 344 | 3400.11439 | 3371.94400 |
| 83b5-e431 | 880d-907d | 1220.65205 | 1205.76706 | 396 | 362 | 3324.19200 | 3360.08800 |
| ae98-7395 | 3cf3-bcb7 | 964.88771 | 938.32889 | 207 | 201 | 3333.43998 | 3359.93658 |
| 6beb-349a | 77b9-fd66 | 848.62391 | 839.30179 | 402 | 376 | 3388.37600 | 3357.97600 |
| 9ada-51a9 | 2d4e-253b | 1184.78595 | 1177.54736 | 443 | 403 | 3475.16800 | 3356.43200 |
| 9b94-2ad4 | bede-34ea | 1444.74159 | 1436.89400 | 137 | 149 | 3361.90400 | 3356.18400 |
| 705a-e420 | 9dc9-9a2e | 774.03411 | 764.81884 | 245 | 222 | 3420.29422 | 3341.91200 |
| 756d-5078 | 3973-d98d | 1829.85954 | 1807.69873 | 357 | 315 | 3273.66581 | 3339.01257 |
| 6ff0-68da | 2c34-c44c | 1301.20631 | 1289.79324 | 365 | 337 | 3375.40800 | 3335.44000 |
| a725-12a0 | df08-aa23 | 384.67201 | 365.30420 | 323 | 289 | 3371.97600 | 3325.24000 |
| 85b5-301b | 5f89-4546 | 426.64703 | 404.45775 | 186 | 178 | 3128.70400 | 3325.04000 |
| b4b8-e40b | 0ae0-5944 | 1209.61542 | 1206.59892 | 328 | 301 | 3365.54226 | 3324.11200 |
| 865e-bb46 | 2222-d0a9 | 1100.01345 | 1102.66137 | 293 | 267 | 3251.80899 | 3321.15200 |
| e2ff-a517 | e593-78dc | 1150.65007 | 1149.65023 | 354 | 327 | 3331.14400 | 3316.80000 |
| c49c-342f | 84a5-f4dd | 1207.61072 | 1213.88353 | 379 | 347 | 3344.19223 | 3316.80000 |
| c289-d612 | 84a5-f4dd | 1212.66498 | 1213.88353 | 370 | 347 | 3374.25994 | 3316.80000 |
| f7d1-4e3c | 211f-45f3 | 198.18057 | 224.06020 | 260 | 245 | 3302.24800 | 3310.87200 |
| aaa4-e0b1 | c82a-7bac | 1506.72080 | 1514.63506 | 415 | 384 | 3328.51516 | 3309.26749 |
| 490e-4dc5 | b8f4-764b | 927.74104 | 923.33822 | 387 | 359 | 3289.18400 | 3302.52346 |
| 2af4-667a | 6f81-aecf | 1582.59676 | 1584.87515 | 237 | 208 | 3290.71411 | 3302.51200 |
| 9520-5425 | 298d-7420 | 1039.13477 | 1026.56777 | 236 | 220 | 3233.84000 | 3300.75841 |
| 71cb-2af6 | 74be-fac3 | 1877.75488 | 1871.56478 | 340 | 312 | 3320.92173 | 3298.37434 |
| 5c96-69a9 | d7ff-9dc7 | 1255.09815 | 1255.08360 | 452 | 410 | 3380.79200 | 3298.16800 |
| 6636-c561 | f280-089b | 1611.13123 | 1613.62748 | 324 | 294 | 3223.49600 | 3287.86086 |
| cbd7-5a32 | bc87-532f | 396.38894 | 412.28383 | 434 | 396 | 3159.80000 | 3282.30400 |
| b589-3c57 | 4c8d-6f39 | 1366.78167 | 1358.60924 | 285 | 263 | 3219.20000 | 3277.39200 |
| 8f08-67fc | 792b-5887 | 1807.74759 | 1793.45013 | 397 | 362 | 3409.69339 | 3275.11200 |
| 9ae1-76c1 | bca4-c265 | 766.13282 | 776.65132 | 373 | 344 | 3311.11431 | 3264.47908 |
| 8af6-7603 | bd5d-d994 | 948.81613 | 919.77550 | 88 | 115 | 3266.22400 | 3259.25460 |
| 5e55-01c4 | e418-8b02 | 1394.93200 | 1402.00288 | 351 | 315 | 3312.27200 | 3258.02400 |
| 83ad-db21 | b29d-c42a | 996.77983 | 992.00189 | 529 | 481 | 3382.76862 | 3249.58400 |
| 9934-f75d | 8937-ce9d | 618.16794 | 615.28593 | 372 | 344 | 3322.27033 | 3249.32000 |
| 97fa-2d7b | db36-f781 | 1223.11182 | 1219.09837 | 209 | 196 | 3390.41534 | 3247.40405 |
| 4cd0-a79e | bf89-816c | 1906.26936 | 1898.73972 | 321 | 296 | 3413.47306 | 3246.06400 |
| 0e86-3409 | c896-60f8 | 1082.86410 | 1079.56965 | 343 | 316 | 3296.51563 | 3244.12000 |
| d48e-3a38 | deb6-5c4f | 976.72228 | 987.23918 | 378 | 348 | 3248.92800 | 3238.68000 |
| 24b1-d495 | ebaf-c705 | 1142.27757 | 1135.59346 | 310 | 291 | 3146.75398 | 3235.16800 |
| 354c-dd10 | e0aa-241e | 1191.78780 | 1190.62150 | 348 | 323 | 3243.63200 | 3230.84800 |
| 82fb-462c | d509-5fea | 1429.85045 | 1440.33097 | 373 | 347 | 3207.08326 | 3229.51200 |
| 8507-8a30 | 9f9a-b4cd | 1122.99515 | 1121.55920 | 329 | 301 | 3273.43156 | 3224.83200 |
| 7850-b8b5 | e65f-32e0 | 1157.53002 | 1150.22009 | 339 | 307 | 3234.17600 | 3215.49600 |
| 172e-2242 | fe4f-fe7a | 827.74034 | 856.94573 | 161 | 159 | 3437.16000 | 3213.95200 |
| 6bc0-9f37 | a99d-6573 | 1334.04788 | 1320.34302 | 477 | 438 | 3167.77831 | 3213.52800 |
| d5cf-738f | 2b01-3665 | 1311.55687 | 1312.94569 | 469 | 425 | 3176.24800 | 3209.00158 |
| 4be3-5043 | 3d35-7de9 | 1208.60110 | 1206.84424 | 366 | 326 | 3205.00000 | 3208.25600 |
| f64a-4bb5 | da8a-f292 | 1207.57664 | 1219.80806 | 298 | 272 | 3267.30400 | 3207.96000 |
| 5b47-5722 | cf94-0d66 | 1310.54258 | 1285.67750 | 329 | 299 | 3344.72800 | 3196.82027 |
| 46e4-140d | bb28-06c8 | 1296.43424 | 1298.52470 | 521 | 487 | 3195.54027 | 3190.97307 |
| c019-1129 | 265d-6e53 | 1408.79596 | 1389.94912 | 377 | 339 | 3239.64000 | 3190.95200 |
| ed7a-aa42 | 2617-de77 | 941.18802 | 962.80387 | 173 | 155 | 3374.76000 | 3177.67200 |
| 290c-b051 | 19b2-e1e1 | 745.37903 | 768.96278 | 488 | 452 | 3093.37600 | 3175.18400 |
| 6e73-0777 | ccc7-e9be | 988.51450 | 989.82267 | 307 | 285 | 3209.96000 | 3168.09600 |
| bf41-ae4a | 6142-8d7d | 1030.95124 | 1039.34566 | 375 | 341 | 3247.64800 | 3163.73600 |
| 9cfd-ac8e | 2092-8e4c | 1198.62387 | 1202.79725 | 286 | 266 | 3121.35200 | 3161.92000 |
| 08d3-8d00 | ea36-1233 | 1055.91319 | 1054.83471 | 367 | 330 | 3144.16596 | 3157.95200 |
| 57c7-90f6 | 3b10-74c0 | 1251.84579 | 1255.55311 | 438 | 395 | 3254.42971 | 3157.10400 |
| 28b2-e8e9 | ce92-53c5 | 1199.61640 | 1199.57646 | 325 | 301 | 3203.72000 | 3154.20574 |
| a973-f1a0 | ae4e-42ff | 982.75186 | 985.27757 | 263 | 234 | 3310.04000 | 3152.99173 |
| 319b-be10 | ae4e-42ff | 992.28065 | 985.27757 | 269 | 234 | 3335.76466 | 3152.99173 |
| b9d0-86d5 | bdeb-b732 | 1458.71976 | 1454.99571 | 334 | 308 | 3275.05600 | 3152.78527 |
| 26c8-de74 | 15b3-2bed | 615.08958 | 594.95705 | 191 | 190 | 3271.25600 | 3150.09600 |
| 4336-3d01 | 8325-f3ec | 851.87481 | 861.40223 | 336 | 307 | 3139.52800 | 3145.20000 |
| 61d5-3fdb | 8325-f3ec | 859.25642 | 861.40223 | 334 | 307 | 3286.49600 | 3145.20000 |
| 0f98-4257 | 7232-de66 | 1276.79257 | 1283.50056 | 323 | 297 | 3188.85600 | 3144.77600 |
| 8bd5-2cd1 | 8217-46f9 | 1502.72795 | 1509.95537 | 303 | 273 | 3146.24000 | 3138.87200 |
| d3b2-ba2e | cd72-5282 | 656.75432 | 668.85520 | 267 | 239 | 3260.34400 | 3138.73600 |
| 1245-ce5a | a0e0-348c | 748.95851 | 749.98812 | 451 | 411 | 3087.05600 | 3138.06400 |
| 079c-7a97 | b4d1-3965 | 1383.32152 | 1375.73436 | 405 | 368 | 3170.88800 | 3131.10723 |
| 0b62-07f3 | e149-3daa | 1839.66318 | 1822.63329 | 312 | 284 | 3312.39200 | 3127.42233 |
| c559-b5ab | 4357-62b7 | 946.39769 | 961.62788 | 287 | 259 | 3119.82400 | 3122.73600 |
| 26bb-ea32 | 73ec-78b3 | 1087.66047 | 1073.55163 | 303 | 280 | 3129.64000 | 3107.22400 |
| a73d-8538 | 9fef-24ea | 1303.61110 | 1312.58766 | 378 | 348 | 3197.37379 | 3106.63200 |
| 9fc5-e96b | 48a1-de94 | 1630.71567 | 1619.41373 | 337 | 319 | 3169.56800 | 3103.06657 |
| 3f02-eca3 | 5df5-d3b3 | 1013.33545 | 1027.07346 | 192 | 182 | 3187.25600 | 3099.51200 |
| 4e89-262d | 8871-b6ec | 1353.68042 | 1342.78068 | 404 | 372 | 3148.41600 | 3098.39200 |
| 60a3-3db0 | d962-206e | 925.64395 | 914.63723 | 377 | 348 | 3178.47200 | 3094.96800 |
| a0a3-f502 | 8783-1c30 | 1364.04440 | 1353.60313 | 285 | 259 | 3097.20000 | 3094.96000 |
| 81c6-4bf7 | 8903-748a | 1130.81006 | 1128.30331 | 392 | 357 | 3071.04800 | 3093.76800 |
| dc84-119c | 8bc1-e4d7 | 1005.39194 | 1007.16946 | 278 | 262 | 3223.36800 | 3088.42400 |
| dcdc-aa19 | 7231-4dd4 | 1352.68663 | 1338.31351 | 310 | 287 | 3053.43200 | 3084.89131 |
| 9d5c-7064 | 4a84-2a98 | 1720.68988 | 1708.72250 | 334 | 297 | 3115.83683 | 3084.25403 |
| e5a5-d039 | 5bde-bedc | 1271.24694 | 1267.01214 | 180 | 179 | 3132.20000 | 3083.64774 |
| b8aa-f2f8 | a1d9-cf3f | 1283.61404 | 1272.63184 | 270 | 247 | 3075.95200 | 3081.86866 |
| 30f9-4c2c | 0d9e-04fa | 1529.70882 | 1532.19657 | 357 | 322 | 3197.19200 | 3076.07200 |
| 3704-62b2 | 3cf0-adfc | 307.79155 | 328.80334 | 352 | 316 | 3162.20000 | 3075.48000 |
| 08e6-04ab | d819-bcfc | 1045.51506 | 1051.81336 | 255 | 237 | 3021.10400 | 3073.45600 |
| 30e1-f13a | d819-bcfc | 1053.42091 | 1051.81336 | 253 | 237 | 3217.88359 | 3073.45600 |
| fb1a-f2c7 | 4d4b-5d75 | 847.70367 | 863.88123 | 263 | 240 | 3005.60000 | 3072.60800 |
| 16a8-bbb2 | 17dd-fd47 | 1186.73998 | 1184.47404 | 327 | 299 | 3062.78400 | 3068.64800 |
| 73f0-47c7 | 4bbd-701f | 519.65984 | 541.45138 | 484 | 434 | 3141.67839 | 3064.53600 |
| 8ef5-e2f7 | be8b-3060 | 1135.10727 | 1118.97016 | 434 | 396 | 3124.79200 | 3063.12667 |
| 3e14-49f0 | b4b8-6cd7 | 642.03454 | 645.54966 | 349 | 330 | 3193.76800 | 3062.43118 |
| 1594-de29 | 9912-ba21 | 925.05838 | 933.62615 | 265 | 236 | 3088.48800 | 3062.20231 |
| 7958-b62c | 0e9f-c50e | 1227.62157 | 1220.57314 | 317 | 288 | 3075.92000 | 3057.73600 |
| 5305-9d7c | 7bc9-88a8 | 1157.98176 | 1150.87356 | 243 | 222 | 2979.63066 | 3048.31200 |
| f7a2-206e | cf8b-1132 | 856.47617 | 856.04669 | 418 | 377 | 3176.87997 | 3043.82400 |
| 4729-c676 | a4fb-18aa | 1132.77593 | 1134.00010 | 285 | 270 | 3136.49938 | 3038.60000 |
| 2e01-94f0 | d5ca-1c2b | 779.56300 | 788.67098 | 469 | 434 | 2995.49600 | 3037.94400 |
| ff0c-dc7a | 14e9-dcb5 | 1456.65799 | 1412.61963 | 512 | 451 | 3095.36800 | 3037.06400 |
| 1d38-c697 | b8ba-408d | 1058.69848 | 1072.74443 | 449 | 409 | 3069.55200 | 3036.24718 |
| 3708-5aea | a39e-2ec5 | 1273.26664 | 1277.71147 | 454 | 408 | 2980.54432 | 3028.81600 |
| 94fd-b3ba | 7a49-0eed | 1178.73159 | 1177.60523 | 394 | 364 | 3035.49600 | 3028.67200 |
| 3733-3577 | 5784-81cb | 450.61870 | 457.61964 | 509 | 462 | 3034.60800 | 3023.55200 |
| c4ff-7cb0 | b7cb-3136 | 619.31147 | 628.77913 | 456 | 415 | 3179.73600 | 3023.23200 |
| b32a-d343 | 25b8-1df8 | 1203.54757 | 1196.67672 | 268 | 250 | 3052.05600 | 3022.53665 |
| 8f2b-64e1 | eaf9-faae | 1591.32410 | 1590.65251 | 204 | 191 | 2980.20800 | 3013.02400 |
| 994f-fac4 | eaf9-faae | 1602.83992 | 1590.65251 | 211 | 191 | 3116.39200 | 3013.02400 |
| 6b8f-66b9 | a0ec-7227 | 1312.77446 | 1311.58339 | 367 | 331 | 3003.16052 | 3010.51132 |
| 65fb-2c94 | 9fdf-7d11 | 611.83160 | 624.88860 | 341 | 310 | 3115.04000 | 3002.59685 |
| a2ab-98a1 | bc0f-157c | 1041.02388 | 1051.41331 | 229 | 219 | 3058.07200 | 2998.84000 |
| 3212-70bb | bc0f-157c | 1059.73378 | 1051.41331 | 235 | 219 | 3060.98937 | 2998.84000 |
| 8342-6444 | bd11-fd09 | 804.45940 | 800.81325 | 247 | 225 | 3091.44500 | 2997.71693 |
| ea74-b883 | f089-99c3 | 1683.99862 | 1659.81137 | 435 | 403 | 2821.04800 | 2993.84800 |
| b175-38b2 | 58d3-474c | 1261.44829 | 1247.65914 | 325 | 296 | 3093.04000 | 2992.74453 |
| d91b-b5d4 | d13d-d277 | 1107.74125 | 1117.48788 | 459 | 415 | 2932.33072 | 2992.36000 |
| ca41-e84e | 51d6-6497 | 982.01480 | 987.05495 | 408 | 375 | 2968.60000 | 2991.13600 |
| c406-bafb | f7c2-9294 | 1513.88705 | 1501.31874 | 373 | 351 | 3019.05600 | 2986.80000 |
| 4de1-361c | 6615-8a94 | 1082.87177 | 1074.98176 | 166 | 156 | 3202.41371 | 2984.79200 |
| 7b22-5d92 | 84a8-c7e6 | 1271.58969 | 1276.07900 | 165 | 155 | 3020.50400 | 2984.24800 |
| d024-3d4b | 4ebc-5b5d | 828.83542 | 815.14156 | 86 | 98 | 3042.04101 | 2983.15760 |
| a764-b626 | f80e-50d1 | 283.76359 | 273.16032 | 452 | 418 | 2928.24000 | 2977.77600 |
| bc5e-43d3 | 48aa-9dc4 | 1373.93616 | 1368.60440 | 283 | 257 | 2983.84000 | 2974.64000 |
| 6812-43f5 | 48aa-9dc4 | 1380.57620 | 1368.60440 | 286 | 257 | 3015.52000 | 2974.64000 |
| d18d-7a02 | eed3-52f9 | 1668.70532 | 1674.68493 | 273 | 251 | 3049.58400 | 2972.47200 |
| e788-15cb | 989a-0c0f | 1023.63553 | 1017.58558 | 113 | 117 | 3225.78399 | 2971.23200 |
| 2f19-1392 | 187c-dfd7 | 1527.82307 | 1521.83090 | 263 | 245 | 3038.00800 | 2966.92000 |
| 9490-172e | 2890-bffc | 1367.77078 | 1380.97830 | 477 | 436 | 2854.16800 | 2952.54400 |
| db01-334a | a0a7-82ec | 1331.80285 | 1324.80642 | 384 | 358 | 2980.49600 | 2950.76000 |
| ce18-9d6c | ac6f-629b | 730.35900 | 740.67927 | 347 | 317 | 2993.53600 | 2942.69814 |
| 09cc-a4cd | 503f-19e9 | 736.69384 | 738.03166 | 331 | 308 | 3066.35200 | 2939.37600 |
| 3076-dcae | 8202-4bd1 | 909.78147 | 911.64858 | 353 | 329 | 2949.18400 | 2924.83718 |
| 4daf-3d83 | 38ae-3cec | 1375.37100 | 1373.98795 | 298 | 280 | 2933.72000 | 2923.06594 |
| 876a-91d5 | acc1-fe80 | 1499.11626 | 1492.67962 | 408 | 367 | 2945.63200 | 2921.00800 |
| abbe-8885 | 531e-4537 | 1080.67229 | 1082.03596 | 278 | 257 | 2912.72064 | 2913.72805 |
| 3722-2647 | 2976-47c7 | 1022.72730 | 1012.85638 | 284 | 263 | 2933.76000 | 2910.72000 |
| 5063-98ac | 792c-d7d4 | 872.80747 | 878.65241 | 303 | 280 | 3116.45600 | 2902.59014 |
| 0338-491d | 9293-f88e | 1172.67130 | 1161.51593 | 194 | 170 | 2894.79200 | 2901.82916 |
| f7fd-703d | f48d-7395 | 1101.13612 | 1102.26698 | 310 | 279 | 3038.64000 | 2901.33600 |
| 93dc-6492 | 375f-32ac | 1592.81620 | 1580.75961 | 262 | 242 | 2921.17600 | 2896.76000 |
| 2ea8-a557 | 440e-ed87 | 960.91949 | 960.74801 | 213 | 205 | 3005.85263 | 2890.75291 |
| 8fc5-7a40 | a04d-39b0 | 266.27441 | 291.79230 | 287 | 257 | 2983.25600 | 2889.86496 |
| ed8c-a366 | b818-33d2 | 1888.81043 | 1882.67618 | 276 | 254 | 2888.92800 | 2888.51085 |
| e55f-b965 | f582-4185 | 1118.29550 | 1121.34909 | 303 | 275 | 3020.98400 | 2885.44457 |
| 3869-b4f3 | 617a-8cbe | 346.99039 | 322.61255 | 474 | 429 | 2950.61747 | 2884.30400 |
| 5d5f-05aa | df98-581c | 1554.78623 | 1556.31113 | 327 | 294 | 2988.76800 | 2879.48186 |
| 4e6f-d3d0 | c0df-97a0 | 1306.09728 | 1304.69935 | 333 | 309 | 2850.12000 | 2875.89978 |
| d7a8-7d4a | ec20-9602 | 1227.84066 | 1224.95154 | 168 | 167 | 2904.55200 | 2870.27912 |
| 4437-0842 | 2c31-0c2c | 791.17684 | 806.73520 | 315 | 283 | 2927.00000 | 2863.52800 |
| 0568-b9db | 14fb-563d | 1667.82171 | 1667.60383 | 275 | 255 | 2882.04800 | 2858.42400 |
| 54ff-5916 | 36b2-5489 | 1455.84258 | 1453.81421 | 343 | 312 | 2840.46400 | 2856.73600 |
| ba02-ea97 | f940-9ac8 | 1016.66862 | 1017.02850 | 360 | 327 | 2918.94077 | 2853.71806 |
| 22be-3b16 | 0dc7-0041 | 702.99193 | 708.35470 | 138 | 147 | 3212.25418 | 2850.83308 |
| 1824-80b3 | 053b-5341 | 783.38858 | 797.05207 | 280 | 258 | 2883.44000 | 2850.83200 |
| 0f7a-bc87 | 52ba-6464 | 1004.77272 | 1001.82273 | 391 | 363 | 2876.97253 | 2845.74887 |
| 2a10-6f27 | 9ba0-00cf | 1313.16059 | 1297.51071 | 276 | 250 | 2969.58095 | 2839.57600 |
| c20a-8aa3 | dc9d-cb6a | 1082.70457 | 1069.39447 | 268 | 249 | 2895.00191 | 2834.16728 |
| 06b8-cbef | d1ee-ba2b | 1052.14146 | 1062.06477 | 375 | 340 | 2913.16800 | 2822.32800 |
| 122f-19b6 | 9167-f696 | 1226.65677 | 1237.72455 | 224 | 205 | 2872.39200 | 2819.08076 |
| 766f-4fa3 | 749f-2b88 | 995.78862 | 1010.71381 | 168 | 152 | 2828.14400 | 2811.96000 |
| 8ede-3692 | 7b53-e424 | 1661.07332 | 1660.56962 | 355 | 315 | 2744.88000 | 2798.98400 |
| ac5f-6b14 | 8605-c774 | 1542.73142 | 1527.93828 | 255 | 234 | 2896.24082 | 2796.28000 |
| e77a-2138 | 0265-6b2d | 1211.86039 | 1226.95284 | 152 | 144 | 2811.93541 | 2795.27200 |
| fa1c-21f0 | b5d5-3ee1 | 333.33605 | 346.01655 | 270 | 242 | 2948.37774 | 2787.72000 |
| 5e9e-167e | 99d9-3a04 | 991.86487 | 996.87377 | 246 | 225 | 2892.43248 | 2786.92000 |
| ce52-6e3a | 4a96-9e96 | 880.62455 | 876.58634 | 228 | 211 | 2880.08800 | 2786.33600 |
| 0211-967b | 1f56-a5b8 | 523.88494 | 546.88323 | 324 | 300 | 2782.68994 | 2784.56800 |
| 27cd-31fe | a712-b766 | 1885.74574 | 1872.79043 | 277 | 253 | 2847.14762 | 2784.34400 |
| a175-1c87 | d7be-42e0 | 1118.95854 | 1114.92363 | 357 | 330 | 2820.61600 | 2783.20800 |
| 1ea4-a4ca | 816f-3531 | 1074.63262 | 1073.37626 | 366 | 338 | 2805.48000 | 2779.81088 |
| 0e82-5624 | a94b-275b | 1142.82943 | 1144.17684 | 365 | 323 | 2760.02400 | 2771.10400 |
| 5edb-1013 | fb44-c3c8 | 969.13705 | 975.22302 | 248 | 230 | 2891.96000 | 2764.53600 |
| 9df0-9426 | 21ca-2437 | 1254.85961 | 1247.60700 | 284 | 265 | 2864.69598 | 2763.48000 |
| f033-28ff | 1cb5-2054 | 882.94544 | 892.42668 | 236 | 221 | 2837.47200 | 2762.11648 |
| d6b9-f45f | 9427-2bae | 471.08999 | 479.58895 | 444 | 394 | 2890.35016 | 2759.63200 |
| 9903-db5a | a981-74bb | 1404.86098 | 1380.95654 | 219 | 205 | 2863.69600 | 2758.62822 |
| 7404-9e38 | 2e13-d72c | 734.30647 | 744.92691 | 413 | 378 | 2861.66400 | 2752.30548 |
| 4082-8ab6 | 38e2-7bbf | 953.99072 | 961.77220 | 284 | 253 | 2898.99028 | 2751.00000 |
| cba9-6df6 | 4d09-44e0 | 1383.80041 | 1374.96986 | 250 | 225 | 2877.78066 | 2750.82400 |
| 0b7b-adf2 | 7ba5-a70e | 1033.09649 | 1032.60950 | 329 | 308 | 2781.93710 | 2750.13600 |
| c142-5c64 | b418-e135 | 1554.76391 | 1548.75582 | 170 | 163 | 2803.56800 | 2747.36239 |
| d63a-d0d3 | e3f1-6843 | 1495.03345 | 1502.88008 | 285 | 270 | 2721.83200 | 2745.98400 |
| 7e39-eba3 | 4f77-4cea | 337.91556 | 329.83028 | 399 | 375 | 2805.72000 | 2745.27200 |
| 6708-fd56 | 31a7-2ce0 | 635.72241 | 652.84366 | 405 | 368 | 2788.62400 | 2742.44800 |
| 0977-8d56 | 31a7-2ce0 | 653.14704 | 652.84366 | 405 | 368 | 2657.82657 | 2742.44800 |
| c2b8-48df | 8086-8511 | 1318.61506 | 1298.61942 | 174 | 175 | 2902.68800 | 2737.80000 |
| aded-8b23 | 837a-4109 | 1051.79660 | 1050.08904 | 303 | 282 | 2758.05600 | 2737.76800 |
| ea9c-b06b | 25aa-02e7 | 1863.73245 | 1879.29638 | 331 | 315 | 2892.64658 | 2737.20800 |
| a460-b6e0 | 48f2-4a71 | 1149.04095 | 1150.51808 | 246 | 219 | 2837.09528 | 2736.40800 |
| 8afc-5e68 | 771f-f07e | 1171.62348 | 1177.70458 | 312 | 288 | 2798.56652 | 2732.63200 |
| 94a6-58ee | 59eb-2843 | 856.63961 | 862.00615 | 410 | 368 | 2736.57600 | 2731.28800 |
| 0068-5196 | 9daf-7451 | 1091.79874 | 1086.72022 | 270 | 253 | 2867.97600 | 2727.03200 |
| 464e-07d4 | 42c3-680e | 604.51038 | 606.37399 | 344 | 312 | 2808.99200 | 2725.41235 |
| 6cac-46d1 | 4d7a-92da | 820.27475 | 825.40670 | 393 | 356 | 2761.38400 | 2721.09600 |
| 10c8-3a05 | 5662-8ee5 | 1428.42310 | 1430.98964 | 223 | 195 | 2817.88000 | 2714.74400 |
| 5d5b-d9cb | abaa-d6e1 | 479.01172 | 490.45640 | 326 | 296 | 2843.56800 | 2712.76000 |
| 1779-8899 | abaa-d6e1 | 482.97400 | 490.45640 | 314 | 296 | 2757.76800 | 2712.76000 |
| 5cbe-884f | ef55-3052 | 1011.00147 | 1016.62796 | 243 | 226 | 2829.12234 | 2709.71456 |
| bb14-c2f2 | 51a5-913d | 1761.33693 | 1764.31100 | 197 | 191 | 2738.89600 | 2709.48537 |
| 38f8-a8b1 | f35f-fba3 | 1239.61639 | 1226.60525 | 240 | 217 | 2788.80000 | 2705.38400 |
| fcfb-6fd6 | b2ca-b195 | 850.18073 | 842.78303 | 338 | 307 | 2790.25832 | 2704.52000 |
| bdc9-73aa | 2734-135f | 1319.68884 | 1323.67637 | 297 | 269 | 2789.88800 | 2702.83200 |
| d895-5642 | 2658-2e52 | 1053.74880 | 1051.10116 | 376 | 343 | 2744.99200 | 2700.99270 |
| 79cd-1787 | 440e-bc6d | 1014.04285 | 1009.79346 | 417 | 379 | 2843.89600 | 2698.80800 |
| 72b5-66de | 856f-4840 | 968.94906 | 965.91534 | 224 | 210 | 2786.98400 | 2696.06400 |
| d980-4dba | 72f5-eedc | 346.00767 | 356.27166 | 359 | 321 | 2859.94400 | 2694.36000 |
| b7c2-a948 | 05ee-423d | 1563.08691 | 1561.19638 | 280 | 262 | 2789.40000 | 2693.00800 |
| b2e8-6742 | c1a1-f6a1 | 1074.87318 | 1062.29756 | 246 | 226 | 2715.24800 | 2692.97600 |
| 6dfb-97c2 | 62b1-0be7 | 1499.80279 | 1506.00763 | 368 | 330 | 2629.14341 | 2692.44800 |
| 4c09-3c21 | 4489-0767 | 870.01008 | 871.59486 | 299 | 278 | 2718.25164 | 2691.72000 |
| 126d-6a45 | d021-b644 | 853.55486 | 856.34081 | 298 | 281 | 2734.92470 | 2690.40800 |
| 5666-386c | aaee-59c5 | 1115.09317 | 1123.78917 | 405 | 376 | 2640.62471 | 2689.79710 |
| 991c-b9bb | b1bf-7a58 | 327.91987 | 326.15052 | 384 | 351 | 2682.48800 | 2689.52000 |
| b11a-eb8d | 28d5-e782 | 808.18851 | 813.00362 | 374 | 343 | 2663.91334 | 2686.70793 |
| 0dc4-fc09 | b899-015e | 1508.79266 | 1506.58647 | 306 | 280 | 2823.30802 | 2684.51200 |
| 1527-725a | 375f-7e20 | 1399.11840 | 1403.46274 | 347 | 313 | 2735.36000 | 2684.23200 |
| 5cf2-3098 | 6839-7684 | 633.98612 | 636.99939 | 275 | 253 | 2708.37592 | 2682.93600 |
| e5bc-c21e | be26-9532 | 276.98957 | 275.04275 | 225 | 220 | 2706.04000 | 2675.88800 |
| 9efb-3c5f | 2f6e-6dcd | 1362.87708 | 1357.76106 | 245 | 230 | 2662.35200 | 2674.02920 |
| 56ee-2ac9 | 8b17-3aea | 694.53178 | 705.18367 | 370 | 346 | 2821.57600 | 2670.85600 |
| 0ae9-9e1f | 1921-258e | 1119.63205 | 1111.08632 | 362 | 323 | 2727.96800 | 2669.22400 |
| e66c-db77 | 97ed-b51d | 1093.78491 | 1101.73116 | 260 | 235 | 2685.39200 | 2669.16000 |
| 0a89-4c65 | 7bcd-57b3 | 704.31439 | 713.07127 | 409 | 370 | 2707.73600 | 2666.62400 |
| 81c6-bbb2 | c9d8-8de5 | 1201.74299 | 1190.81823 | 216 | 202 | 2748.93600 | 2662.04000 |
| c106-53a8 | 9aee-52ee | 862.59821 | 858.68422 | 262 | 241 | 2621.40800 | 2661.66400 |
| e130-ae52 | 5547-5a98 | 1085.45634 | 1086.52954 | 336 | 306 | 2710.98400 | 2657.20800 |
| a2f3-bf20 | da9e-309b | 1380.68192 | 1384.61567 | 309 | 281 | 2786.58400 | 2656.03689 |
| b22f-033c | a48e-2ed3 | 1590.31848 | 1577.69904 | 298 | 271 | 2712.84000 | 2651.05600 |
| 3bf5-17df | 04d2-39b7 | 1864.76071 | 1842.51473 | 288 | 268 | 2626.80000 | 2650.88800 |
| 715b-bfc1 | 090d-9307 | 1460.80897 | 1458.31828 | 385 | 354 | 2604.11200 | 2650.53600 |
| 4ab9-47a5 | 7cff-1e58 | 519.18903 | 521.83089 | 285 | 259 | 2670.90400 | 2647.32800 |
| 1806-b7c6 | 9e61-c701 | 771.82568 | 759.70279 | 249 | 225 | 2602.51200 | 2645.78400 |
| bccb-20a9 | 83ba-eee4 | 750.99544 | 754.87572 | 201 | 176 | 2537.71200 | 2639.48800 |
| 7e4a-1c54 | b03f-9f6b | 839.40544 | 834.76411 | 260 | 243 | 2783.54400 | 2635.88000 |
| 03ac-a7ce | 095a-7331 | 1632.70293 | 1625.67497 | 240 | 214 | 2713.53600 | 2633.41376 |
| b3fa-e795 | 4ea8-be88 | 1891.61061 | 1886.69389 | 224 | 222 | 2827.10400 | 2632.76800 |
| 9e62-9f99 | 0d4a-25a1 | 1059.49894 | 1055.64818 | 297 | 269 | 2748.60130 | 2632.36800 |
| b297-e67d | 2ac4-f81f | 264.21787 | 265.05486 | 314 | 300 | 2772.88800 | 2629.74400 |
| ef51-a0be | d5f6-476c | 1022.62233 | 1010.77106 | 431 | 396 | 2647.33600 | 2629.59200 |
| 6e27-3abe | 897f-d0c2 | 716.69424 | 717.80863 | 168 | 153 | 2714.16800 | 2623.49600 |
| 179a-841b | d744-bf9d | 1222.59527 | 1216.73586 | 367 | 340 | 2725.24800 | 2618.47920 |
| 3803-ec7a | 018a-7a8a | 933.61913 | 930.67956 | 186 | 172 | 2675.22400 | 2611.51200 |
| bd45-644a | 21b2-3e6c | 1366.33916 | 1376.12444 | 177 | 167 | 2751.89071 | 2610.64800 |
| 6572-c82f | b622-eee0 | 932.69216 | 930.88035 | 295 | 267 | 2715.98400 | 2605.98400 |
| 764e-c88d | b622-eee0 | 933.83635 | 930.88035 | 282 | 267 | 2699.08800 | 2605.98400 |
| 14cb-c397 | fbe5-6cc3 | 1080.72556 | 1080.16271 | 300 | 272 | 2615.84000 | 2605.84919 |
| faba-2328 | 6426-f283 | 645.67687 | 639.60150 | 207 | 197 | 2653.55200 | 2605.51200 |
| 5df5-b20e | 539f-e1cc | 1150.45233 | 1156.60985 | 281 | 253 | 2740.54400 | 2604.10673 |
| db31-fcdd | 79d2-2984 | 1332.11203 | 1322.45050 | 333 | 311 | 2697.01600 | 2600.96495 |
| b69f-fb31 | 5a52-e1e9 | 1100.59081 | 1087.81470 | 321 | 296 | 2715.92000 | 2598.53809 |
| 53fa-b46e | c59e-6279 | 727.37190 | 731.41874 | 228 | 215 | 2580.22400 | 2592.69127 |
| 75e3-b6dc | 0bb0-3672 | 1647.51888 | 1653.77123 | 206 | 197 | 2685.15200 | 2591.99534 |
| 933d-3617 | 6ef5-9190 | 342.88891 | 359.43230 | 333 | 293 | 2706.14400 | 2590.71322 |
| 1326-12a3 | edcf-bb60 | 255.14023 | 270.84123 | 267 | 236 | 2653.56463 | 2587.46400 |
| bdbd-efa9 | fc14-9ead | 1305.84760 | 1304.96921 | 128 | 127 | 2869.31200 | 2586.64302 |
| 5fdd-69f2 | 8cb6-b467 | 1269.60061 | 1261.68152 | 207 | 190 | 2622.16800 | 2585.58400 |
| b836-5166 | 2477-2a3d | 631.04368 | 638.77208 | 303 | 287 | 2648.51200 | 2584.13017 |
| 2e22-1d6a | d83d-3441 | 1073.68035 | 1072.64159 | 349 | 318 | 2661.21354 | 2583.72800 |
| bc20-6b51 | b6ae-6b05 | 1184.67836 | 1185.08331 | 369 | 342 | 2672.06400 | 2582.84429 |
| 7e19-6510 | d452-c219 | 1178.73734 | 1170.91590 | 265 | 243 | 2670.25794 | 2581.69077 |
| 391b-ce7c | 6cd6-18cc | 989.78376 | 996.24696 | 436 | 401 | 2721.96833 | 2581.00000 |
| 6292-3495 | 2bfb-983d | 1037.97269 | 1027.96296 | 279 | 254 | 2735.64143 | 2579.13600 |
| 530c-c242 | bea6-5bf5 | 1466.62263 | 1478.40855 | 328 | 298 | 2728.76800 | 2578.28800 |
| d2f2-5ab9 | 7b17-fb08 | 902.13774 | 900.94062 | 127 | 110 | 2685.93899 | 2570.31200 |
| 0779-f9c7 | de5c-075c | 856.70900 | 835.60771 | 166 | 153 | 2608.00000 | 2567.97170 |
| b513-1bcd | 3e3a-f5fb | 1167.50742 | 1157.72529 | 321 | 294 | 2649.34400 | 2564.90400 |
| 61ee-cf7a | 9c03-b729 | 1239.11852 | 1238.84035 | 274 | 247 | 2650.84000 | 2560.71200 |
| 9cde-b1bb | 0573-50d2 | 1900.88008 | 1876.23381 | 209 | 197 | 2601.01600 | 2553.52000 |
| 2efd-370b | 9120-d755 | 1793.78435 | 1801.73816 | 227 | 198 | 2733.75200 | 2552.88000 |
| 44d3-5dd2 | 8854-6588 | 1768.74005 | 1761.75082 | 153 | 138 | 2483.04800 | 2551.34576 |
| 1d78-421a | 72ae-c581 | 954.66439 | 947.62919 | 329 | 297 | 2683.70480 | 2549.15364 |
| 0da6-0d86 | ca20-f5bb | 898.20087 | 909.82610 | 183 | 174 | 2505.35200 | 2548.59445 |
| 2126-d7b1 | 1555-0863 | 533.90288 | 555.81222 | 405 | 355 | 2653.84000 | 2546.90400 |
| 3d10-516a | bcb2-635b | 1137.02692 | 1143.77041 | 286 | 254 | 2660.81417 | 2546.77600 |
| 9724-5ad0 | d7ec-0ffc | 1212.65308 | 1206.27407 | 197 | 175 | 2569.20000 | 2540.15200 |
| e225-87b2 | 7724-55a7 | 664.88442 | 665.62950 | 355 | 328 | 2557.21600 | 2538.60000 |
| 7c5f-c297 | dee7-15af | 1478.73962 | 1456.67985 | 224 | 199 | 2620.46504 | 2532.79200 |
| fb6b-effa | 94a4-6b34 | 919.15347 | 906.92235 | 260 | 241 | 2676.26640 | 2532.46400 |
| 4432-bb64 | bb3d-feb6 | 1549.45310 | 1538.88198 | 175 | 158 | 2475.08800 | 2513.77205 |
| 106d-895f | f54a-fb4a | 1111.08355 | 1107.94076 | 185 | 178 | 2596.95371 | 2501.79872 |
| 6ec1-70a0 | 950b-13d7 | 509.61398 | 549.91124 | 477 | 430 | 2486.98400 | 2489.50400 |
| d771-1cec | c431-1165 | 1540.26199 | 1539.79152 | 124 | 119 | 2519.37686 | 2488.50400 |
| 9943-038d | d2e0-f64b | 929.61495 | 936.16959 | 292 | 270 | 2571.41600 | 2486.97600 |
| f55f-c52e | d2e0-f64b | 933.29691 | 936.16959 | 299 | 270 | 2453.98400 | 2486.97600 |
| e33e-e44e | 9cf5-e7df | 981.78941 | 975.58808 | 350 | 317 | 2486.84000 | 2486.84000 |
| e299-9790 | 3421-3501 | 1711.72720 | 1716.71387 | 158 | 155 | 2584.24448 | 2483.14400 |
| 784f-a994 | b581-c07d | 778.94131 | 782.79751 | 312 | 295 | 2578.65760 | 2482.59206 |
| c7a0-acdc | 0962-7ea8 | 1123.54628 | 1120.63134 | 367 | 341 | 2542.56800 | 2478.09600 |
| f9a1-5adb | 969c-3474 | 794.00311 | 800.50159 | 405 | 373 | 2575.60634 | 2477.96000 |
| 06cb-44de | 05fb-95b9 | 780.83606 | 785.52929 | 265 | 247 | 2563.94048 | 2477.07200 |
| c098-6a99 | 5e8f-b0e5 | 1156.63487 | 1156.85600 | 276 | 257 | 2604.16000 | 2475.70400 |
| b1c6-b779 | 620f-3ee4 | 1755.97816 | 1741.43994 | 214 | 202 | 2479.81600 | 2475.68800 |
| 229b-d742 | 9e54-d643 | 329.03780 | 321.76999 | 416 | 392 | 2474.80800 | 2474.42400 |
| 4ab4-a46a | f29e-8c64 | 850.60604 | 864.31979 | 379 | 340 | 2525.34400 | 2465.92744 |
| 19ae-c705 | ebe5-4e97 | 1224.19190 | 1219.63961 | 283 | 255 | 2523.75200 | 2465.70400 |
| d155-1582 | 7668-b136 | 987.95249 | 982.70053 | 252 | 236 | 2504.54400 | 2463.89600 |
| 7714-d1d1 | 701c-c521 | 815.70662 | 828.71877 | 347 | 309 | 2388.00000 | 2463.81600 |
| 0e54-a216 | 701c-c521 | 816.81919 | 828.71877 | 343 | 309 | 2383.02400 | 2463.81600 |
| 5770-4734 | 52ea-ca3b | 1022.94197 | 1023.72727 | 406 | 367 | 2459.32800 | 2460.36615 |
| 8e35-fdcc | aa8e-7279 | 1052.99898 | 1058.69206 | 235 | 221 | 2563.72800 | 2458.48800 |
| 253e-ea10 | aa8e-7279 | 1065.63233 | 1058.69206 | 240 | 221 | 2467.68760 | 2458.48800 |
| f9ff-0a3a | daf7-35c1 | 1094.49291 | 1081.19703 | 179 | 157 | 2653.61554 | 2458.06400 |
| 17e8-cf7b | 9a97-35a3 | 963.73348 | 947.49598 | 232 | 216 | 2501.25600 | 2455.40800 |
| 8488-7281 | cd77-154d | 984.59606 | 984.65126 | 320 | 292 | 2564.33600 | 2454.14834 |
| 728a-7654 | 73a0-71be | 885.56392 | 877.51926 | 306 | 274 | 2487.28000 | 2446.34400 |
| 14d7-ef89 | 6079-1940 | 943.00777 | 949.12054 | 338 | 302 | 2535.88000 | 2445.90400 |
| 8f12-67d2 | d97d-a24b | 999.68513 | 1007.87891 | 327 | 297 | 2568.61600 | 2443.59200 |
| ca5b-804b | 8794-9b26 | 1313.26461 | 1305.55277 | 301 | 275 | 2571.88800 | 2442.06400 |
| 3e6e-d75c | 21b8-76b0 | 1297.78486 | 1289.56588 | 355 | 330 | 2477.87200 | 2440.32190 |
| fe0d-f25d | 0a9b-4fb6 | 891.59615 | 890.27012 | 330 | 310 | 2541.76000 | 2434.40424 |
| fa05-c336 | 6a49-2fcf | 1198.87807 | 1194.79697 | 312 | 287 | 2454.37600 | 2425.92000 |
| 90b7-7228 | a21b-6952 | 967.96767 | 970.27904 | 305 | 280 | 2494.31200 | 2423.38400 |
| 249f-5fdc | 9b43-3bc1 | 1172.09900 | 1170.86235 | 307 | 277 | 2510.63200 | 2422.19200 |
| 7084-501b | 7119-683c | 177.61714 | 132.03825 | 368 | 337 | 2487.55200 | 2421.66400 |
| 1ee0-62b5 | 06e7-2e16 | 668.22725 | 682.71059 | 382 | 349 | 2539.05113 | 2417.54400 |
| f31d-57e1 | fc03-a810 | 730.65881 | 743.86547 | 137 | 129 | 2575.89600 | 2416.74156 |
| 0a1e-477c | b96c-066d | 973.77413 | 974.89042 | 336 | 305 | 2557.08800 | 2411.80800 |
| 4c7e-2d06 | a37a-a210 | 1046.19517 | 1065.57793 | 153 | 140 | 2466.98423 | 2411.61127 |
| dc1f-289f | d45b-8463 | 932.16075 | 941.76733 | 334 | 300 | 2551.51200 | 2409.78400 |
| b34f-0b03 | 45bb-38e6 | 1188.73216 | 1179.73231 | 239 | 217 | 2459.42400 | 2408.19200 |
| d495-4f45 | ee2e-6f16 | 623.91701 | 623.09329 | 310 | 279 | 2466.80865 | 2408.14400 |
| 05e0-484b | 2e1b-f7e5 | 1037.98659 | 1042.71869 | 352 | 330 | 2435.90400 | 2407.73904 |
| 8985-6cc3 | 6385-e044 | 1716.58809 | 1722.71197 | 337 | 301 | 2333.44800 | 2405.11871 |
| 17e1-9562 | 3b4b-ffce | 639.99203 | 646.57465 | 302 | 281 | 2422.85600 | 2404.95584 |
| 53b0-8502 | 6ef9-c501 | 1690.88622 | 1695.88324 | 167 | 166 | 2526.49600 | 2402.09600 |
| c9c1-5214 | e2c4-5d77 | 1349.82568 | 1345.26458 | 183 | 173 | 2517.60800 | 2401.72800 |
| ab7c-9681 | 28c9-3cca | 660.11039 | 667.05529 | 329 | 299 | 2469.06400 | 2400.44169 |
| 442b-6936 | eea6-dd7c | 856.24096 | 849.65612 | 326 | 292 | 2500.13600 | 2396.08000 |
| 23ad-0919 | 3706-bdb9 | 1107.69197 | 1105.82597 | 217 | 201 | 2507.89600 | 2393.27200 |
| 6be3-21a1 | fcd5-ea2d | 1572.57569 | 1563.65137 | 172 | 169 | 2485.22400 | 2388.07607 |
| 1ea8-ef81 | 91d3-9376 | 315.25815 | 320.74045 | 269 | 241 | 2343.96000 | 2382.24800 |
| efa2-dfe0 | 1208-3c46 | 1518.92711 | 1521.75153 | 249 | 234 | 2586.71200 | 2381.81600 |
| 3fd8-a3fd | 1dd7-beec | 812.83045 | 811.86412 | 289 | 266 | 2411.46400 | 2380.41600 |
| 8f6e-6398 | b02c-8f6f | 1213.90094 | 1212.60517 | 198 | 182 | 2437.09074 | 2379.89892 |
| 5025-3dc0 | 99d7-4d15 | 1262.53498 | 1275.65829 | 414 | 372 | 2461.15200 | 2377.18400 |
| 46b9-343b | 4d76-0330 | 216.41959 | 219.68128 | 308 | 284 | 2311.07200 | 2376.29600 |
| 24d9-7cd6 | 07a2-65a0 | 1246.18604 | 1246.44008 | 219 | 198 | 2486.37600 | 2365.55200 |
| 3b07-a676 | c569-996e | 750.92549 | 745.54664 | 268 | 250 | 2491.18400 | 2363.01143 |
| 2f57-212c | e4b4-b84a | 886.29750 | 862.75053 | 106 | 108 | 2372.37600 | 2362.20800 |
| dbbd-26e2 | 696e-35fd | 612.67863 | 613.25774 | 365 | 331 | 2439.41600 | 2361.69600 |
| fb29-b231 | 2573-3297 | 907.76084 | 905.06302 | 254 | 235 | 2448.79200 | 2357.33386 |
| 2fd0-7558 | 27d7-244d | 1571.90278 | 1573.71476 | 236 | 215 | 2341.96000 | 2356.10400 |
| 2212-58cc | 3471-72c9 | 1298.71478 | 1304.92110 | 262 | 242 | 2391.60800 | 2353.48800 |
| d143-c524 | d41d-305f | 953.87887 | 968.67682 | 113 | 107 | 2530.97892 | 2352.53810 |
| f884-d8e1 | 3913-885b | 921.15306 | 928.09747 | 333 | 309 | 2461.11966 | 2345.35200 |
| 3a26-2545 | 57c0-430a | 1783.71309 | 1781.88500 | 228 | 214 | 2482.06400 | 2338.94400 |
| 782f-080a | cec8-0cb3 | 872.35780 | 880.75314 | 309 | 288 | 2435.18400 | 2331.65600 |
| 2704-d722 | 2970-7467 | 642.10918 | 670.22814 | 378 | 345 | 2323.33600 | 2330.61600 |
| 5042-347f | 8ad8-a4e2 | 680.86939 | 687.72909 | 241 | 223 | 2361.64321 | 2329.50400 |
| edf3-42af | f729-9693 | 827.69403 | 828.41153 | 324 | 293 | 2388.37600 | 2329.34842 |
| 27c7-4d60 | 0b3b-8dfb | 524.18491 | 542.91178 | 192 | 176 | 2385.25817 | 2329.00000 |
| 94ce-b864 | 0b3b-8dfb | 533.12197 | 542.91178 | 199 | 176 | 2650.64800 | 2329.00000 |
| fd22-e822 | db38-915c | 683.04119 | 683.95066 | 329 | 301 | 2417.32838 | 2327.19200 |
| 37bf-e6a2 | e677-aad1 | 1324.93429 | 1327.66556 | 336 | 303 | 2508.86128 | 2320.60800 |
| ff68-7362 | 31e4-6b2c | 1439.94351 | 1439.19911 | 167 | 156 | 2371.90238 | 2318.80000 |
| 6889-11b7 | 88b2-45af | 192.55126 | 196.15358 | 314 | 289 | 2408.33600 | 2317.36000 |
| 10c0-fd03 | f75d-cd4b | 1410.11083 | 1398.46720 | 279 | 254 | 2389.14400 | 2315.60709 |
| 20eb-0c73 | f92d-1106 | 937.62073 | 947.91894 | 120 | 114 | 2349.08800 | 2313.64800 |
| 84ca-e7f2 | c18a-ce29 | 1983.73269 | 1968.46674 | 166 | 166 | 2586.22687 | 2309.93600 |
| 744b-e42b | f22d-804a | 555.73115 | 554.64009 | 259 | 237 | 2439.19850 | 2300.46400 |
| c591-cac6 | d32c-b8b7 | 995.94562 | 997.81166 | 227 | 204 | 2374.68907 | 2298.61600 |
| 1e8e-ea0e | 7884-eb6c | 1239.38943 | 1232.64773 | 329 | 303 | 2372.64000 | 2296.81600 |
| cdb6-15e6 | 1be2-f97c | 1313.74130 | 1307.38850 | 302 | 275 | 2321.65968 | 2296.69794 |
| d1e9-28eb | 7dfd-e425 | 1089.16491 | 1078.11037 | 183 | 173 | 2510.67200 | 2290.86400 |
| 2d1b-a4ea | 6c2f-636f | 709.35554 | 723.68181 | 321 | 299 | 2372.14400 | 2290.80000 |
| 8940-088d | 9bf1-e08d | 981.76986 | 987.99963 | 264 | 237 | 2375.89600 | 2288.89600 |
| b47f-4629 | e0e5-ad29 | 945.29378 | 955.05616 | 173 | 159 | 2405.73600 | 2288.78894 |
| 828d-1bb8 | 94ad-0aa5 | 733.87442 | 734.79652 | 293 | 275 | 2318.19200 | 2286.87390 |
| 0a76-d4e8 | e380-6168 | 1053.66354 | 1060.62050 | 334 | 311 | 2432.54055 | 2286.73600 |
| f23e-0bd1 | e380-6168 | 1055.12841 | 1060.62050 | 336 | 311 | 2399.96800 | 2286.73600 |
| b7f4-8244 | bc74-a453 | 444.88378 | 462.83509 | 341 | 311 | 2466.73600 | 2286.12800 |
| 4cef-240a | 6bfe-51dd | 962.98356 | 944.10285 | 74 | 77 | 2434.88000 | 2285.81600 |
| 312e-55a1 | 3574-b8d9 | 410.92431 | 408.71115 | 292 | 270 | 2397.04412 | 2283.68000 |
| 11e3-8830 | e1bc-6d2c | 856.95080 | 864.75611 | 229 | 219 | 2384.46400 | 2281.69600 |
| 3521-fc0a | acbf-6386 | 941.81292 | 948.85356 | 376 | 351 | 2425.88388 | 2275.80800 |
| c115-03e5 | 2daa-e10c | 886.24384 | 884.41038 | 369 | 337 | 2336.23915 | 2273.25600 |
| 0085-3165 | 5da1-2072 | 613.33845 | 616.79362 | 272 | 254 | 2319.19200 | 2267.55232 |
| f3b6-3dd3 | d6b0-997c | 624.91119 | 631.81626 | 326 | 298 | 2261.32800 | 2255.79200 |
| 7fd6-ca62 | c18b-cf02 | 919.15135 | 914.26631 | 285 | 259 | 2419.89216 | 2255.25855 |
| 7132-03eb | 2f3f-6b49 | 476.64693 | 492.73394 | 387 | 357 | 2349.50400 | 2250.93600 |
| 7a2f-74fe | 72cc-e15d | 592.33956 | 599.84443 | 355 | 322 | 2359.30400 | 2241.47127 |
| 8438-0a05 | 3c13-0dd5 | 1774.59634 | 1760.50491 | 280 | 242 | 2348.39200 | 2235.96800 |
| b06d-8714 | a374-ae23 | 1561.84944 | 1554.91396 | 232 | 209 | 2421.27200 | 2234.10078 |
| f306-a163 | ff17-8532 | 1079.84454 | 1079.66622 | 305 | 274 | 2284.78400 | 2233.57600 |
| 1c99-e9d1 | 23f3-fba4 | 548.22374 | 561.83161 | 379 | 351 | 2315.75200 | 2231.41600 |
| a27e-115c | 745a-688e | 576.08356 | 579.71206 | 245 | 221 | 2344.81616 | 2229.35200 |
| 16c1-fb45 | 4b5a-07f8 | 689.23546 | 697.03237 | 157 | 145 | 2195.34400 | 2228.69101 |
| c0d3-43ce | 14da-5ccd | 141.05186 | 157.39098 | 250 | 239 | 2372.07200 | 2218.28000 |
| 3849-b11c | c3dd-3156 | 1536.12384 | 1522.78214 | 126 | 122 | 2111.21600 | 2216.22400 |
| 5662-109c | 4d4b-2915 | 1013.86046 | 1010.99806 | 312 | 288 | 2293.51947 | 2215.21600 |
| 0ab1-e6c6 | 4769-fdd0 | 847.40494 | 851.81378 | 164 | 149 | 2327.70274 | 2214.60885 |
| f15b-cee9 | 3ead-52e8 | 1184.93120 | 1191.29468 | 291 | 267 | 2268.56800 | 2211.72958 |
| d745-c29a | b1b5-8ceb | 1003.78693 | 1010.68087 | 210 | 197 | 2344.40707 | 2209.51200 |
| 4e6d-20c3 | 81b4-9d4e | 1487.18977 | 1495.86870 | 275 | 248 | 2354.70400 | 2188.99200 |
| 6892-15b1 | ab25-e5d9 | 1011.61664 | 1014.75455 | 138 | 124 | 2374.58086 | 2186.25600 |
| 2369-be8e | 5e80-3e4e | 1589.85697 | 1572.67334 | 154 | 144 | 2252.56000 | 2182.89600 |
| 72e6-7c37 | 15b8-c4e2 | 1185.62932 | 1167.19925 | 116 | 114 | 2202.04800 | 2182.80040 |
| b2a6-fa8b | e559-8e84 | 1427.05301 | 1428.74284 | 198 | 185 | 2240.16397 | 2180.87200 |
| 4e52-c56b | ba09-5866 | 1688.94275 | 1678.75458 | 206 | 179 | 2286.05382 | 2178.16800 |
| dff8-4245 | 915c-7ed8 | 833.03633 | 834.03061 | 216 | 197 | 2313.20269 | 2177.98400 |
| 4f7c-b4a6 | 932b-b05a | 877.93715 | 872.46381 | 181 | 173 | 2270.94882 | 2177.50400 |
| f3a6-e527 | 9ec2-4e56 | 967.24762 | 969.27280 | 306 | 282 | 2303.68000 | 2175.85600 |
| 0ba5-7b26 | 755e-f934 | 1382.91264 | 1380.76786 | 79 | 76 | 2362.34965 | 2175.82400 |
| 736f-8450 | 4f38-6a18 | 1602.44326 | 1602.64112 | 290 | 258 | 2324.41600 | 2173.50400 |
| 4635-0076 | ef0b-fddc | 1265.17796 | 1270.68884 | 308 | 287 | 2311.30038 | 2172.58400 |
| df3d-eddf | db1d-64c4 | 1199.61856 | 1206.08980 | 326 | 299 | 2245.00845 | 2166.69759 |
| dd5e-16ca | 693c-c3a5 | 1057.64307 | 1056.82464 | 272 | 247 | 2255.86400 | 2162.69809 |
| 7e71-e1f6 | 0da0-af2c | 1207.68013 | 1206.64603 | 306 | 287 | 2242.60800 | 2161.65316 |
| cf1d-47c7 | fecb-696c | 999.98271 | 991.64171 | 335 | 309 | 2271.20000 | 2159.79200 |
| 29f5-8605 | 953f-e998 | 1340.17650 | 1338.74008 | 264 | 240 | 2262.16800 | 2151.63839 |
| 226d-4f47 | 66c0-7fc7 | 308.83015 | 322.94586 | 294 | 273 | 2245.87200 | 2146.57600 |
| 62d8-640e | 231b-148a | 925.68101 | 922.85741 | 253 | 235 | 2298.68000 | 2144.96347 |
| 4646-352a | f694-4304 | 933.56874 | 925.80411 | 282 | 264 | 2336.40800 | 2144.12242 |
| be31-c52a | 84e1-7fc6 | 1704.42559 | 1695.57135 | 276 | 253 | 2178.66400 | 2143.07200 |
| 2164-d17d | 4d1e-96f4 | 1038.71831 | 1031.71997 | 235 | 217 | 2220.19200 | 2139.68800 |
| e0c3-75e5 | a7ab-6b4a | 1170.43581 | 1176.81957 | 338 | 317 | 2147.15200 | 2136.36000 |
| 4032-db17 | 98a4-6488 | 231.33481 | 230.57697 | 176 | 166 | 2174.04800 | 2129.08000 |
| 7192-18e2 | c6e5-81c6 | 340.91179 | 345.25157 | 389 | 366 | 2296.96800 | 2128.80000 |
| c121-aa39 | 83f0-baac | 645.57664 | 652.66062 | 248 | 231 | 2241.92000 | 2126.29600 |
| a939-98d9 | 629b-50a7 | 623.65162 | 626.78826 | 255 | 239 | 2190.97600 | 2124.90400 |
| 1f4c-94b5 | 4ef8-406c | 1045.11867 | 1045.75938 | 287 | 260 | 2185.80000 | 2124.42400 |
| ce80-b2fa | 5348-bdc6 | 1206.80618 | 1208.64333 | 195 | 183 | 2199.41927 | 2122.50400 |
| ad24-7e89 | bc8b-a880 | 211.78818 | 233.93811 | 397 | 344 | 2468.04800 | 2120.03200 |
| d845-d17e | 93fc-55bd | 1319.10730 | 1315.01848 | 186 | 166 | 2264.39200 | 2119.33600 |
| 40de-7a9d | 07a0-cb73 | 610.13654 | 605.46124 | 73 | 72 | 2429.46087 | 2118.39988 |
| 9d25-ea63 | b79b-a19a | 635.66500 | 638.89392 | 234 | 210 | 2230.72800 | 2118.28000 |
| 3964-2736 | 756f-ba8c | 860.04021 | 855.02888 | 217 | 194 | 2179.28540 | 2113.04089 |
| b9cf-38ae | 7b58-b1aa | 1393.81707 | 1388.33499 | 166 | 153 | 2111.27200 | 2112.59200 |
| 21a5-329b | ec80-9fe4 | 884.35117 | 887.79266 | 203 | 185 | 2148.60000 | 2107.32000 |
| 9432-1e27 | ad99-f3d6 | 1555.78547 | 1560.83904 | 148 | 147 | 2250.95200 | 2107.25600 |
| bdba-c084 | d0be-b497 | 1247.76118 | 1237.48346 | 232 | 208 | 2183.63200 | 2106.84000 |
| 2cc8-3e37 | ae60-34ad | 1422.72214 | 1417.02755 | 224 | 209 | 2160.36800 | 2104.64800 |
| bb08-b9f6 | 2c5a-442d | 827.57795 | 825.27907 | 243 | 225 | 2237.99096 | 2104.01600 |
| e3ad-6c1a | 2258-0cbb | 1140.85372 | 1129.76903 | 343 | 306 | 2193.92000 | 2103.53700 |
| 97a7-ed35 | d80a-1ea3 | 1030.95836 | 1032.21171 | 190 | 178 | 2206.25600 | 2102.88800 |
| 6900-7e68 | eeed-db6e | 1317.58110 | 1318.18311 | 138 | 123 | 2289.68000 | 2090.81802 |
| c611-6776 | 45ba-8f39 | 1184.09571 | 1171.94479 | 268 | 243 | 2199.00800 | 2087.79200 |
| 7569-cf86 | 9058-a4de | 885.93476 | 883.58535 | 298 | 276 | 2241.62017 | 2086.88800 |
| cd17-73d2 | 2540-917d | 826.21927 | 833.27564 | 287 | 258 | 2276.60843 | 2086.35821 |
| c166-5b12 | 5bd2-a37c | 600.97263 | 611.10858 | 211 | 192 | 2209.44000 | 2085.17870 |
| f436-d801 | 860a-6cbf | 778.83365 | 786.67506 | 216 | 193 | 2161.93600 | 2084.88000 |
| 7dc4-4ad1 | 534e-eb04 | 1538.28542 | 1520.93646 | 167 | 155 | 2373.42400 | 2084.36000 |
| 179f-062d | 0186-f215 | 1115.57740 | 1107.70218 | 215 | 200 | 2169.54986 | 2083.84800 |
| 6f7d-4124 | b79c-da4d | 1037.08221 | 1031.07897 | 247 | 228 | 2161.36800 | 2083.25110 |
| bc64-0466 | b60c-e558 | 1066.61799 | 1051.64766 | 414 | 361 | 1989.71610 | 2080.04193 |
| e0d6-3505 | b9dd-00ad | 1583.49822 | 1584.63218 | 216 | 194 | 2182.64000 | 2073.12800 |
| 0ad6-51a7 | 4148-42e6 | 988.48970 | 996.58731 | 226 | 210 | 2216.49418 | 2071.34400 |
| 06a5-c047 | 3ec8-88f8 | 1418.76191 | 1417.83345 | 253 | 224 | 2103.16000 | 2070.57600 |
| ad66-f0e3 | a006-4db4 | 791.15992 | 785.96668 | 254 | 230 | 2089.66227 | 2069.31200 |
| 67a5-9afd | 42ce-b43d | 898.45402 | 910.91714 | 295 | 266 | 2163.92031 | 2068.78400 |
| 9062-c13a | fe29-b1c3 | 864.83682 | 862.75028 | 296 | 264 | 2115.93600 | 2067.74364 |
| b398-ba03 | d320-a12f | 1459.31462 | 1438.95572 | 193 | 185 | 2233.01600 | 2062.18774 |
| f408-8398 | 45b0-8977 | 904.65503 | 897.76830 | 205 | 186 | 2222.94722 | 2061.58400 |
| 4c48-6f8b | 4b17-9e7d | 1193.90525 | 1185.04830 | 220 | 200 | 2158.49003 | 2060.45600 |
| e7c4-a0fe | 310b-d1ef | 1312.88681 | 1310.65559 | 214 | 196 | 2156.25600 | 2059.80800 |
| 4eef-1d2b | b9fb-c7b6 | 1195.69770 | 1198.96503 | 210 | 198 | 2176.08445 | 2058.76000 |
| afb0-229f | 9102-a708 | 1197.03247 | 1200.93916 | 300 | 274 | 2187.50400 | 2053.84800 |
| 5dec-5ebc | 7f3e-d7c5 | 976.08409 | 976.08344 | 235 | 217 | 2104.76000 | 2052.74726 |
| 7bf4-e09f | 063e-cc27 | 526.55387 | 532.17539 | 178 | 169 | 2057.06400 | 2052.51200 |
| a03b-3b64 | ae5c-bc1a | 982.55628 | 983.61416 | 286 | 260 | 2132.84000 | 2051.45600 |
| 117f-6041 | c5ff-2b05 | 1177.49086 | 1170.50987 | 176 | 162 | 2120.83200 | 2050.34400 |
| 0879-a87b | 65dd-905f | 1031.70684 | 1023.64600 | 289 | 262 | 2053.17238 | 2046.90400 |
| e312-0c50 | e02a-9d79 | 1346.06576 | 1331.79243 | 308 | 279 | 2275.23200 | 2045.26489 |
| b7ba-048d | 8f86-d7b3 | 320.27814 | 334.58211 | 291 | 267 | 2203.03614 | 2045.05600 |
| 2d12-2e22 | a18e-c929 | 517.07500 | 525.68247 | 200 | 188 | 2068.45600 | 2044.09115 |
| 6f50-062e | 68dd-8677 | 1254.70388 | 1254.67274 | 333 | 310 | 2178.92526 | 2041.75200 |
| b406-c34f | ed6d-0622 | 984.11479 | 986.70229 | 217 | 199 | 2113.62855 | 2040.48800 |
| 62cb-3cdf | bd8c-9caf | 970.89608 | 972.72083 | 255 | 232 | 2126.36800 | 2037.42221 |
| bf76-1f7e | 3040-fc28 | 454.88428 | 482.11213 | 99 | 90 | 2250.53143 | 2036.46400 |
| 1f51-9fa3 | 3ced-ac48 | 1273.96498 | 1265.72928 | 255 | 237 | 2110.72890 | 2035.21600 |
| 0c4b-b5ee | d3d9-9920 | 1397.07457 | 1392.76118 | 263 | 242 | 2180.74400 | 2025.66667 |
| 2b59-f607 | a4b2-0ef6 | 472.06927 | 481.81301 | 251 | 220 | 2233.56000 | 2024.88153 |
| cdb1-a55a | c412-c472 | 1149.55748 | 1156.61072 | 215 | 203 | 2168.14199 | 2017.40800 |
| 4f71-4af1 | b221-ad3d | 1069.69226 | 1067.30300 | 284 | 261 | 2178.58400 | 2016.88000 |
| ce04-44ca | ba64-d5e6 | 870.85285 | 877.48230 | 308 | 279 | 2095.93662 | 2016.80000 |
| 000e-07da | 77bd-d898 | 1457.71587 | 1450.26547 | 151 | 141 | 2134.09600 | 2012.77600 |
| c550-d94d | 86d4-29f8 | 923.63708 | 918.85126 | 181 | 170 | 2105.50400 | 2010.17600 |
| d81a-aca6 | 8b78-fb53 | 1134.31773 | 1129.85398 | 218 | 205 | 2064.47590 | 2008.35200 |
| f868-37e7 | 65ac-4580 | 884.52279 | 887.68659 | 253 | 228 | 2186.88800 | 2003.35200 |
| 0ebe-d611 | 17b4-09e2 | 453.84999 | 466.22649 | 259 | 243 | 2060.45600 | 2000.36800 |
| b003-513c | cc0a-e441 | 1497.01537 | 1482.80604 | 244 | 231 | 2132.40000 | 1998.96800 |
| 7ffd-7466 | 79b9-6b0c | 1296.51177 | 1293.80378 | 213 | 196 | 2070.82400 | 1998.71200 |
| ed7d-7822 | 524c-896e | 926.71329 | 928.97023 | 250 | 231 | 2078.40446 | 1995.59640 |
| 3124-cd6f | 4747-4009 | 638.88984 | 641.72755 | 215 | 197 | 2189.61806 | 1993.90261 |
| eeaa-3fd8 | 53d2-6b57 | 1977.52767 | 1968.75797 | 190 | 173 | 2251.32800 | 1992.19269 |
| c965-4525 | aa83-1dd9 | 1254.64191 | 1254.08311 | 250 | 234 | 2108.27777 | 1992.08098 |
| c26f-7e04 | 4277-4c48 | 895.68073 | 898.58505 | 162 | 143 | 2022.27870 | 1991.37600 |
| 3299-c9c6 | 4277-4c48 | 913.11155 | 898.58505 | 154 | 143 | 2133.14400 | 1991.37600 |
| 3d27-f2b0 | 99fc-f143 | 1194.62668 | 1193.94542 | 279 | 258 | 2133.25600 | 1989.96800 |
| e744-d3eb | d3b6-9392 | 775.61841 | 780.01500 | 231 | 213 | 2129.91200 | 1986.44800 |
| 78d8-a2ad | f9b4-5398 | 1339.86840 | 1331.86497 | 225 | 205 | 2176.92000 | 1984.82033 |
| 75b4-7a90 | d1c3-2ded | 344.85590 | 358.76453 | 237 | 220 | 2183.33928 | 1982.65600 |
| 6d5a-b102 | a914-b17c | 459.83317 | 465.20044 | 249 | 226 | 2008.69600 | 1982.51488 |
| f8ac-9a48 | 884c-6ca8 | 935.23844 | 939.83328 | 180 | 166 | 2133.66400 | 1982.49600 |
| 36a0-b5a3 | d06e-e7d6 | 1327.68855 | 1324.69215 | 255 | 233 | 2087.52000 | 1977.92535 |
| 64b0-ee4a | a7fa-2a26 | 1380.64313 | 1378.27625 | 183 | 171 | 2105.62400 | 1974.40800 |
| 1236-2bed | b365-2622 | 739.72160 | 737.54992 | 236 | 221 | 2152.76000 | 1972.29600 |
| 5c01-7959 | 2073-fe08 | 1043.81374 | 1038.00095 | 187 | 173 | 2132.60815 | 1969.72800 |
| 840a-39da | 70a1-9b99 | 1367.70700 | 1373.76600 | 215 | 201 | 2045.11616 | 1969.60800 |
| 5407-34d6 | 2344-b703 | 1255.98545 | 1256.65749 | 217 | 202 | 2147.22400 | 1969.40223 |
| 5133-c6f4 | 7fed-43e8 | 1700.58773 | 1692.32184 | 281 | 248 | 1933.54198 | 1968.64000 |
| fcb3-7067 | faab-074f | 941.88168 | 954.26609 | 284 | 253 | 2071.85273 | 1967.69600 |
| e200-0178 | e31d-33f2 | 584.95696 | 590.05851 | 151 | 146 | 2145.68661 | 1966.02166 |
| 3774-6c7a | 4aa5-a5c7 | 1105.80653 | 1106.92826 | 235 | 219 | 2100.15115 | 1965.57600 |
| 0b63-1649 | ea95-514c | 555.28832 | 564.81034 | 170 | 162 | 1998.24800 | 1964.04800 |
| 4986-ec96 | 524e-20d0 | 1228.69012 | 1222.11948 | 192 | 177 | 2063.24403 | 1952.44800 |
| c568-32de | 37d7-3f41 | 1611.60184 | 1602.74104 | 127 | 120 | 2116.96000 | 1951.08000 |
| 4b3c-8719 | 5de9-88eb | 1463.54987 | 1444.41998 | 207 | 180 | 2070.97600 | 1948.05600 |
| 570d-197b | e914-a015 | 1177.63448 | 1184.55771 | 145 | 133 | 2060.48724 | 1947.76000 |
| 9a53-899c | f0e3-13da | 849.59712 | 845.93426 | 251 | 232 | 2051.93600 | 1945.76738 |
| 4361-dbbb | 3551-9b82 | 708.76796 | 704.26257 | 126 | 112 | 2129.61433 | 1945.50587 |
| 31b2-3873 | 8ff9-554d | 907.65747 | 907.32624 | 191 | 182 | 2094.21037 | 1944.69814 |
| 8d7d-9571 | f72f-9e9f | 1226.64462 | 1220.85435 | 268 | 241 | 2114.02400 | 1942.05600 |
| 3c41-cf61 | 5fd5-5ee5 | 901.12900 | 908.78353 | 186 | 170 | 2107.12800 | 1937.03191 |
| d24c-a303 | b4fa-e8d4 | 1294.19870 | 1289.81427 | 204 | 190 | 2036.18371 | 1935.09600 |
| 884d-c64b | 53f9-a3f9 | 673.14201 | 673.85543 | 212 | 192 | 2066.19080 | 1933.41600 |
| 1ff2-4bf7 | 6d49-de34 | 262.67502 | 268.08885 | 253 | 236 | 2101.43200 | 1930.03200 |
| b867-9fdc | 2729-7ab7 | 1799.92818 | 1774.71659 | 205 | 185 | 1971.61600 | 1929.57600 |
| c3db-0529 | 7588-32ac | 779.03824 | 772.92847 | 335 | 305 | 2103.05600 | 1921.86537 |
| dc48-7005 | ca09-8a97 | 1219.14772 | 1216.85441 | 235 | 216 | 2039.39200 | 1921.76800 |
| e148-80a4 | 8ba9-39c1 | 765.61012 | 771.36506 | 267 | 243 | 2124.83200 | 1920.48800 |
| b6e0-b30f | e8ef-2dbf | 1583.68502 | 1582.38263 | 190 | 178 | 2117.44000 | 1919.42400 |
| f572-477b | ab6a-fea6 | 379.96968 | 373.24433 | 189 | 167 | 2110.37888 | 1917.15200 |
| 9dc5-cd7b | 2619-caf0 | 1013.00030 | 1015.82951 | 132 | 129 | 1953.08000 | 1916.32800 |
| 17e8-48dd | d11a-9460 | 477.46675 | 478.03814 | 297 | 274 | 1964.35200 | 1915.99200 |
| f1ed-c388 | fab0-24cc | 1404.74473 | 1402.84015 | 222 | 204 | 2050.84000 | 1914.21600 |
| 60e0-992c | d33a-c1c0 | 1593.93993 | 1608.92502 | 104 | 99 | 2041.46074 | 1913.44000 |
| b1f5-806d | f845-1289 | 645.14655 | 646.88491 | 265 | 237 | 2084.07467 | 1911.92800 |
| c71e-02bd | 13c9-0530 | 1031.66627 | 1030.53221 | 260 | 240 | 1993.37600 | 1910.90400 |
| ec2a-829c | 0aa4-3237 | 847.21063 | 846.66605 | 264 | 246 | 2031.19433 | 1909.65600 |
| 53d6-a1fe | 46c7-9640 | 1543.82799 | 1548.61269 | 214 | 197 | 1973.03200 | 1908.67200 |
| 6dcf-5f3f | 628d-f273 | 1278.65910 | 1272.21013 | 214 | 195 | 1967.48000 | 1908.50706 |
| e484-a7ca | a4fc-8fdd | 1058.81690 | 1054.71494 | 274 | 256 | 1890.28000 | 1907.94191 |
| 88ca-1b3a | d94b-e938 | 618.80425 | 628.75315 | 337 | 303 | 2051.45600 | 1907.36000 |
| 742b-706e | cf32-b6f1 | 999.93362 | 989.66661 | 229 | 210 | 2000.10400 | 1905.00000 |
| bf9c-2915 | 83bc-ffa9 | 1113.37769 | 1114.95087 | 207 | 187 | 2022.00800 | 1904.50226 |
| 7903-4d61 | 9cb4-948b | 585.84763 | 594.18976 | 175 | 159 | 2034.44000 | 1900.38400 |
| 1a56-07d1 | 52fd-ba56 | 1306.55028 | 1302.60914 | 197 | 183 | 2078.51539 | 1897.98400 |
| 555b-3c59 | 6ccc-c7d2 | 1254.68984 | 1248.12230 | 263 | 241 | 2028.51200 | 1897.31200 |
| 77e8-1cbc | e194-987c | 1604.65184 | 1582.88228 | 214 | 196 | 2014.63200 | 1895.72000 |
| 526d-0821 | 026b-49ee | 1038.26766 | 1032.69679 | 277 | 253 | 2047.30185 | 1894.89600 |
| f53f-d706 | d32b-e302 | 1101.70475 | 1107.58575 | 96 | 97 | 2065.60800 | 1893.55373 |
| 8c2c-4f54 | 8003-5a84 | 684.32816 | 680.14263 | 251 | 230 | 1940.04800 | 1892.78453 |
| 2cf1-475a | 119c-4ad5 | 1647.62313 | 1648.69417 | 180 | 167 | 1953.60000 | 1891.69361 |
| 9fbb-6bf0 | 9293-5b8f | 1157.89611 | 1159.96172 | 251 | 230 | 2026.69218 | 1890.43390 |
| abc1-d6b1 | 7be5-bae9 | 807.88133 | 813.60047 | 119 | 111 | 1974.43270 | 1890.18011 |
| 350b-27be | 1e47-71d2 | 507.51593 | 507.51289 | 292 | 269 | 2022.42400 | 1889.39200 |
| 6170-fddb | fa42-826f | 806.69134 | 812.19755 | 253 | 226 | 2041.96800 | 1885.15757 |
| 8fbb-f8c4 | b2b7-19dc | 1125.87314 | 1119.80310 | 276 | 251 | 2019.97691 | 1883.06721 |
| e5d4-d864 | 9ed0-82e7 | 1497.22008 | 1493.83025 | 101 | 105 | 2094.88800 | 1880.95200 |
| 7cf3-c2f9 | 7b7a-b1cb | 256.68218 | 268.07846 | 258 | 238 | 1983.42400 | 1880.34400 |
| 23ec-951a | 6602-a813 | 480.05561 | 477.82976 | 205 | 188 | 2002.86480 | 1879.10400 |
| 906f-a9bb | 4493-0ad7 | 933.02429 | 932.80853 | 207 | 190 | 2060.28507 | 1875.55692 |
| aa78-3d89 | 4493-0ad7 | 942.66088 | 932.80853 | 208 | 190 | 1995.51200 | 1875.55692 |
| 515c-4d96 | 9779-6a03 | 650.87468 | 655.19704 | 277 | 252 | 2010.44000 | 1873.38400 |
| 7600-64fd | a2b4-0fc8 | 919.86936 | 932.81758 | 237 | 220 | 1986.83200 | 1867.83200 |
| 6419-5327 | f466-362a | 788.04266 | 796.98316 | 207 | 197 | 2050.76881 | 1867.36800 |
| 6009-c2b2 | 696d-ef4d | 365.06176 | 362.17537 | 214 | 198 | 2137.52800 | 1864.32102 |
| f739-40a5 | e1ad-b13d | 1342.71326 | 1331.56264 | 180 | 171 | 2031.62848 | 1856.84000 |
| 0517-17f1 | 2de5-295d | 1418.60490 | 1422.83560 | 232 | 215 | 1945.80000 | 1856.25132 |
| 5236-6de1 | d19c-491b | 1100.82427 | 1100.82795 | 175 | 163 | 2007.75200 | 1855.44150 |
| 2e01-223a | fb0c-d3d2 | 778.86933 | 786.67249 | 171 | 157 | 1928.05600 | 1854.52000 |
| 85db-fec1 | 4b1b-a890 | 982.76111 | 991.85661 | 183 | 171 | 1974.03720 | 1853.82400 |
| 5ad3-5c71 | 98d7-dd80 | 1275.56312 | 1282.32220 | 263 | 246 | 2008.31264 | 1848.40800 |
| 8883-3e59 | 53f4-ba7c | 1649.80088 | 1608.42727 | 75 | 80 | 2047.05279 | 1839.78945 |
| e820-9256 | c0dd-5b6d | 1835.33315 | 1836.71407 | 232 | 206 | 1958.15200 | 1837.86238 |
| f537-a348 | 1696-d7b0 | 1037.06131 | 1031.91414 | 94 | 98 | 1966.40800 | 1835.94400 |
| 4787-156d | da06-83d7 | 1206.58128 | 1206.48756 | 214 | 196 | 1923.22400 | 1835.20000 |
| b47d-45e9 | b1fa-f491 | 1728.61602 | 1722.87888 | 212 | 187 | 1903.07200 | 1835.01705 |
| 6501-17dd | def4-640a | 1553.75417 | 1551.21623 | 225 | 209 | 1885.04800 | 1833.49600 |
| 26ad-5b77 | db15-1abd | 474.97271 | 478.90148 | 229 | 213 | 1971.82400 | 1833.22400 |
| d859-7b20 | 2adb-81e3 | 1313.64343 | 1318.14366 | 149 | 138 | 1931.52000 | 1832.97600 |
| 15dc-d207 | a138-44a6 | 952.92696 | 962.72921 | 190 | 178 | 1953.03200 | 1827.55200 |
| ade6-7c9a | a138-44a6 | 967.75083 | 962.72921 | 193 | 178 | 1971.22478 | 1827.55200 |
| a864-947a | 9798-95f4 | 940.68838 | 934.64484 | 235 | 216 | 1952.73650 | 1827.04800 |
| 5a8b-2d33 | c684-1ddb | 688.98747 | 684.16343 | 320 | 301 | 1800.58400 | 1819.43200 |
| 12ec-2bcf | c50a-8b3a | 765.84753 | 772.97084 | 219 | 199 | 2058.16800 | 1818.48699 |
| 9070-2806 | f82e-77e9 | 1535.85610 | 1554.62358 | 118 | 117 | 2103.71200 | 1817.33888 |
| 6596-2718 | b7e6-dca8 | 715.70367 | 710.01052 | 236 | 223 | 1965.56800 | 1815.59200 |
| ae70-bf8d | 6ce5-491a | 1143.87715 | 1157.05471 | 72 | 72 | 1817.10400 | 1815.55300 |
| 9d3d-edb0 | d5bb-7d7d | 942.20791 | 934.20594 | 279 | 257 | 2003.19720 | 1814.70400 |
| 2bef-065b | d5bb-7d7d | 947.68358 | 934.20594 | 281 | 257 | 1980.96800 | 1814.70400 |
| a079-1634 | 116d-d1a2 | 269.68362 | 282.00704 | 228 | 215 | 1895.68800 | 1812.55200 |
| e8b5-91b2 | a265-6273 | 646.94611 | 654.78821 | 257 | 236 | 1891.22400 | 1808.38400 |
| 058a-a717 | c365-e004 | 881.17841 | 884.73934 | 181 | 167 | 1938.52800 | 1807.75200 |
| 3c25-b41a | 21b8-55d4 | 759.67900 | 764.68897 | 171 | 165 | 1955.39200 | 1804.86397 |
| 9898-1146 | c558-a974 | 1108.11727 | 1107.99638 | 281 | 260 | 1977.74130 | 1799.74400 |
| edbe-5bfb | f2f8-93da | 632.05825 | 636.22697 | 88 | 88 | 2069.62835 | 1799.05641 |
| 2c2b-e833 | e2cf-87fa | 881.07439 | 869.65000 | 167 | 161 | 1912.24800 | 1793.47200 |
| 9233-80f7 | 69a2-e09f | 1101.57653 | 1093.02176 | 208 | 194 | 1904.28379 | 1791.07054 |
| 9820-b031 | afb8-6645 | 1266.72049 | 1260.86220 | 169 | 158 | 1899.47913 | 1790.71200 |
| 63a3-0b39 | 054e-4776 | 1121.86484 | 1125.70200 | 197 | 185 | 1877.74400 | 1790.39200 |
| 7da1-ae04 | abcb-b190 | 1627.45725 | 1613.63331 | 185 | 174 | 1883.60000 | 1790.20800 |
| ecce-8799 | ca85-2a12 | 1307.00711 | 1299.68785 | 218 | 201 | 1906.60000 | 1790.03200 |
| 8833-ba36 | d47d-6ceb | 1311.68073 | 1307.63014 | 196 | 179 | 1887.12800 | 1786.42320 |
| 9e0f-c498 | f64c-126a | 1366.83851 | 1366.73110 | 179 | 163 | 1968.57600 | 1783.32800 |
| b83a-e3c7 | ba7b-9b3d | 1330.88647 | 1314.88711 | 244 | 216 | 1929.33600 | 1780.11225 |
| 04bd-f8f8 | e429-b7aa | 889.93472 | 893.69190 | 268 | 242 | 2000.46400 | 1774.94400 |
| 5fef-9aa5 | b5f9-936f | 1091.97913 | 1083.79066 | 219 | 201 | 1859.36176 | 1773.52000 |
| 87a1-27b5 | 6c9c-2ace | 573.56074 | 571.30769 | 251 | 229 | 1979.81600 | 1773.16800 |
| 2346-e45a | 854d-edef | 958.04375 | 953.13544 | 224 | 208 | 1925.35200 | 1772.58400 |
| 030b-56d6 | b1f1-f6dd | 1016.18763 | 1019.56927 | 234 | 217 | 1927.00325 | 1772.12800 |
| ad6d-e751 | dadd-e6bd | 1169.63748 | 1163.78997 | 233 | 217 | 1904.46400 | 1769.72000 |
| 1f74-ee46 | d8ed-364f | 961.92328 | 954.83993 | 238 | 220 | 1938.43200 | 1767.62400 |
| a769-4d37 | 2fb6-f26d | 807.83686 | 825.30709 | 273 | 253 | 1814.71200 | 1764.04800 |
| 2df1-cff9 | eba4-e34f | 724.59414 | 730.53272 | 150 | 138 | 1965.49600 | 1761.77600 |
| 7b58-99d3 | 4576-3c19 | 914.58914 | 912.53896 | 238 | 224 | 1913.14400 | 1761.14224 |
| 768c-09b0 | 3eca-6804 | 611.57368 | 610.69591 | 243 | 226 | 1844.85449 | 1760.34400 |
| 43a5-9f09 | aee0-ab7f | 749.78311 | 752.90019 | 178 | 166 | 1858.77600 | 1758.70360 |
| 73f9-f449 | bf36-8202 | 209.75053 | 215.21902 | 254 | 224 | 1862.61600 | 1758.60000 |
| 7631-c180 | 77ed-7c6b | 1133.09309 | 1135.72863 | 264 | 243 | 1863.68000 | 1757.99200 |
| e910-7587 | 8598-9f4e | 1555.62103 | 1545.75866 | 168 | 155 | 1831.86400 | 1755.44000 |
| 8a1e-d959 | dacc-a4e3 | 304.03752 | 319.88898 | 317 | 290 | 1953.00800 | 1752.82400 |
| 036e-6704 | cfbe-2cda | 1450.78164 | 1443.92836 | 141 | 136 | 1821.64800 | 1749.24800 |
| 0144-134e | 7fa2-6bc8 | 1305.75514 | 1297.52728 | 256 | 243 | 1939.09600 | 1746.97600 |
| c1a9-32a4 | 8058-c5de | 956.84769 | 954.12293 | 87 | 84 | 1930.16900 | 1745.60800 |
| 3498-a1cb | 93a6-fcc7 | 1024.74558 | 1024.94623 | 175 | 163 | 1803.78400 | 1742.37903 |
| 46fb-85ee | 1935-37c3 | 1200.74823 | 1196.09992 | 245 | 221 | 1912.72000 | 1741.68800 |
| 00dc-a46b | d865-7aa6 | 1237.42688 | 1237.28803 | 233 | 210 | 1920.40000 | 1741.40000 |
| b16c-273f | a5c1-6e01 | 1212.95731 | 1206.78176 | 265 | 249 | 1857.29600 | 1735.62400 |
| 955e-e339 | 5d6b-1fb3 | 1143.67898 | 1133.35215 | 188 | 178 | 1892.16800 | 1733.66400 |
| c2a8-edd4 | 185a-2673 | 771.07169 | 785.88448 | 118 | 106 | 1967.04000 | 1729.97600 |
| 25c0-4bb1 | 8ca3-f337 | 986.69885 | 994.63020 | 211 | 192 | 1831.32000 | 1729.94400 |
| 9e9a-cea4 | 1429-4b06 | 238.68293 | 254.47949 | 213 | 192 | 1862.84000 | 1725.94400 |
| 4e3d-6266 | ec3f-8a30 | 607.53571 | 607.69203 | 248 | 231 | 1826.25600 | 1721.92000 |
| 2f72-16d4 | 4a49-990b | 368.71870 | 375.23397 | 164 | 156 | 1892.04800 | 1721.69600 |
| 52b2-d7a2 | 291f-2137 | 595.81358 | 602.98376 | 213 | 192 | 1811.46400 | 1719.12864 |
| cf1b-644e | 7bbe-9a8a | 955.04792 | 943.95076 | 252 | 228 | 1926.56000 | 1718.95992 |
| d615-7f65 | 02ce-eb9c | 919.07779 | 923.07995 | 225 | 209 | 1778.70400 | 1714.80800 |
| 326c-f66b | 914e-c908 | 151.91814 | 156.87878 | 223 | 198 | 1835.86400 | 1712.06400 |
| d6b4-b5c1 | dfda-a783 | 932.13303 | 932.70351 | 69 | 63 | 1862.86400 | 1711.34400 |
| 54c7-c23a | 4905-bb36 | 618.60278 | 632.30138 | 268 | 252 | 1769.88800 | 1708.89600 |
| 4815-4f97 | 32ef-95bc | 1072.57073 | 1073.39196 | 293 | 270 | 1834.14400 | 1708.36000 |
| 4cbb-ab04 | f262-32aa | 747.85301 | 742.66793 | 265 | 240 | 1910.65600 | 1707.92231 |
| 0a3e-c839 | 35b2-c14f | 828.13068 | 821.52811 | 240 | 221 | 1880.29600 | 1703.32800 |
| 0027-bbd5 | 7e8e-a582 | 1432.19571 | 1433.61299 | 223 | 208 | 1849.60800 | 1702.00000 |
| 8415-da51 | c74b-922e | 965.28366 | 969.65116 | 166 | 159 | 1853.50767 | 1697.60800 |
| c77c-138a | ea88-4536 | 601.87508 | 601.71441 | 184 | 170 | 1763.18925 | 1695.83200 |
| 0ba3-6079 | e1da-1e88 | 1013.18193 | 1032.80691 | 682 | 540 | 2107.09357 | 1695.68979 |
| a194-466c | e1da-1e88 | 1194.52045 | 1032.80691 | 625 | 540 | 1626.18985 | 1695.68979 |
| 4302-c7ee | 9670-2e79 | 936.66346 | 932.77321 | 147 | 138 | 1760.53469 | 1693.71616 |
| d366-8662 | 9894-5ca0 | 1031.59166 | 1032.17279 | 199 | 187 | 1862.74400 | 1692.74400 |
| 2475-a882 | 11c6-3246 | 1737.71377 | 1726.75767 | 151 | 141 | 1804.64000 | 1692.21600 |
| 6562-1d9f | 1019-5f77 | 1199.78277 | 1206.51215 | 193 | 177 | 1840.06545 | 1691.30400 |
| 8463-c4e5 | 865e-9406 | 808.76076 | 813.54060 | 177 | 161 | 1808.48000 | 1690.84800 |
| 9638-bf4a | 4a01-9e4b | 821.65075 | 814.60863 | 292 | 266 | 1830.48800 | 1690.73600 |
| ccb7-f557 | c920-3f29 | 955.45182 | 963.08089 | 173 | 162 | 1818.31055 | 1690.25782 |
| 7279-9e78 | aea6-06f7 | 884.83896 | 892.78956 | 168 | 152 | 1814.56000 | 1689.68000 |
| 2dd1-eb62 | eab6-553c | 960.41062 | 962.59478 | 224 | 209 | 1767.63200 | 1685.09600 |
| 1e5e-579f | 635f-0f18 | 1493.74138 | 1485.87307 | 190 | 182 | 1845.04000 | 1684.09600 |
| 1278-5a5f | f8c7-410e | 1274.88991 | 1274.98075 | 173 | 162 | 1824.84866 | 1678.78400 |
| 574c-e57a | 042a-fc0a | 563.19649 | 561.54205 | 272 | 248 | 1886.44277 | 1678.28800 |
| 66c4-46a7 | f66d-ce8c | 814.99410 | 809.53209 | 332 | 305 | 1827.98477 | 1676.03200 |
| adc7-59ab | 3a4d-b105 | 905.05601 | 909.36991 | 251 | 233 | 1713.81600 | 1675.24389 |
| ede1-885f | 8159-a7bd | 906.61907 | 901.90130 | 163 | 154 | 1803.08000 | 1675.00800 |
| f5a7-85e1 | 2117-89c5 | 640.22397 | 638.62781 | 223 | 208 | 1854.86400 | 1668.93600 |
| c668-379e | d890-e594 | 137.15750 | 155.93487 | 177 | 158 | 1815.95200 | 1661.96800 |
| 0d61-66b4 | 314c-c66d | 1037.11181 | 1044.57644 | 236 | 220 | 1769.27670 | 1661.41600 |
| 216f-7295 | ac35-3e94 | 289.22822 | 303.58051 | 308 | 286 | 1775.12000 | 1658.73600 |
| e173-883c | b5ff-4b86 | 625.60905 | 631.53942 | 174 | 160 | 1773.62400 | 1658.00000 |
| afdb-4726 | f476-9384 | 1006.66506 | 1002.68554 | 251 | 229 | 1853.42400 | 1657.71200 |
| af10-68c9 | c02a-9bef | 855.67883 | 862.62459 | 223 | 210 | 1859.69600 | 1655.57370 |
| b7f8-c58e | bb1d-cf8e | 701.23852 | 701.75377 | 170 | 157 | 1794.54400 | 1654.44000 |
| 389d-4cef | 58d2-1d95 | 1147.11057 | 1143.88075 | 229 | 216 | 1793.04000 | 1652.56221 |
| 1d5c-37ae | 87b5-d5d5 | 1352.51661 | 1349.66101 | 237 | 212 | 1785.33600 | 1651.60800 |
| e260-0b9c | 338a-e4f0 | 1256.29063 | 1247.65044 | 217 | 199 | 1758.22912 | 1651.14400 |
| 116b-81f9 | 4c24-0a61 | 519.35016 | 516.01399 | 151 | 143 | 1812.41122 | 1647.00800 |
| 4f05-e56b | f5fd-da85 | 958.20028 | 967.69321 | 129 | 118 | 1761.21920 | 1642.32016 |
| 5076-f838 | bd23-6c1f | 639.79182 | 646.58247 | 186 | 170 | 1855.92000 | 1637.74400 |
| b360-880c | 55c2-0e7a | 958.78785 | 960.98987 | 194 | 174 | 1755.88000 | 1635.68000 |
| 9f31-d6ef | 6ce7-b05d | 337.97679 | 353.11650 | 143 | 132 | 1759.08343 | 1633.71200 |
| 40fd-5c19 | 56e5-e86c | 323.06632 | 344.81205 | 207 | 195 | 1788.74400 | 1633.39413 |
| d483-b871 | bbd5-c132 | 971.68186 | 975.13743 | 187 | 173 | 1746.01600 | 1632.27756 |
| 36b9-9419 | bbd5-c132 | 981.57666 | 975.13743 | 185 | 173 | 1788.19200 | 1632.27756 |
| 008e-1098 | e291-0015 | 1135.84074 | 1138.14124 | 192 | 182 | 1733.65600 | 1627.79200 |
| e225-5ecb | a30c-a9f8 | 1015.82892 | 1024.66605 | 170 | 157 | 1749.56800 | 1613.61600 |
| e8de-c700 | 7253-867b | 615.04442 | 609.64277 | 168 | 159 | 1756.51001 | 1610.83200 |
| 4901-5b8f | 8781-408c | 1236.05676 | 1241.53584 | 207 | 193 | 1756.92000 | 1609.61264 |
| 0dba-c03b | e78d-2468 | 1401.00653 | 1388.57559 | 226 | 208 | 1744.16636 | 1608.66978 |
| 9ad3-767b | 4925-204b | 1240.17473 | 1242.48679 | 221 | 207 | 1792.99978 | 1596.96000 |
| 20ed-f440 | fe56-af35 | 922.62814 | 911.58589 | 230 | 210 | 1701.62015 | 1585.84920 |
| beaf-a286 | 8f6d-6610 | 1124.99995 | 1117.93116 | 187 | 171 | 1670.19490 | 1584.92000 |
| d8cd-5a2e | bc4f-e627 | 1602.67174 | 1605.12543 | 156 | 142 | 1756.97600 | 1581.00800 |
| 04df-16f1 | 75ae-1e0d | 591.63523 | 604.38485 | 212 | 199 | 1739.97600 | 1577.28800 |
| 213f-40c0 | 537a-78ef | 1206.79395 | 1196.10787 | 237 | 218 | 1711.98551 | 1564.44000 |
| fe88-e422 | b1fc-4c29 | 1682.53552 | 1685.88100 | 151 | 143 | 1814.72800 | 1563.23200 |
| bce7-e15c | a564-e262 | 1080.61461 | 1086.70207 | 193 | 177 | 1685.27426 | 1562.25600 |
| cb19-877c | f346-5b89 | 500.50595 | 507.71253 | 165 | 158 | 1756.76000 | 1561.39200 |
| 0875-be4a | 8b68-b80e | 1507.76991 | 1500.89021 | 190 | 167 | 1736.18511 | 1561.27200 |
| 220d-827b | 4820-5413 | 860.78770 | 870.01486 | 186 | 176 | 1684.34793 | 1560.34873 |
| 118a-f3b6 | 55c9-a9ce | 1365.10167 | 1352.57660 | 85 | 95 | 1655.20800 | 1559.43200 |
| df72-9a4d | 6c62-11f0 | 990.19111 | 989.89912 | 202 | 187 | 1766.18400 | 1558.59880 |
| a77f-633c | 459d-0a55 | 398.16020 | 401.75392 | 144 | 138 | 1661.24800 | 1554.52000 |
| 1129-fe8f | 25b7-cbc9 | 1193.19872 | 1184.70825 | 165 | 152 | 1665.98400 | 1553.99200 |
| 6b79-be07 | 8cbd-de7a | 981.86878 | 988.83351 | 172 | 162 | 1706.88000 | 1552.77600 |
| bb30-b371 | d4e3-0d53 | 260.83699 | 275.72521 | 162 | 149 | 1713.09600 | 1552.55200 |
| fa9e-e58d | 4dd8-5c52 | 996.58631 | 1005.34891 | 132 | 122 | 1685.60515 | 1551.86400 |
| b8ed-8dc8 | 3aaf-a085 | 491.52755 | 496.82984 | 192 | 179 | 1674.90400 | 1549.81600 |
| bede-4449 | 7bf5-b03b | 759.31851 | 747.79944 | 156 | 144 | 1726.75762 | 1549.41599 |
| 20f0-788a | 4870-4d1e | 726.54244 | 729.90554 | 127 | 119 | 1721.82400 | 1540.36800 |
| f8cd-eb7e | 0630-5285 | 582.26773 | 576.61681 | 246 | 223 | 1706.55983 | 1540.32000 |
| 0257-f5a8 | 5966-da51 | 598.89576 | 602.20604 | 75 | 88 | 1792.16866 | 1538.57600 |
| 6b1c-c02b | 5f93-d6ea | 1352.81556 | 1340.64532 | 149 | 138 | 1594.16800 | 1537.28800 |
| 76da-ed8d | 5ffa-95fd | 1562.56854 | 1555.60852 | 199 | 179 | 1777.71200 | 1535.11200 |
| fa0e-d412 | 8ef0-fd65 | 933.62045 | 936.83424 | 249 | 226 | 1645.76986 | 1530.76000 |
| 2271-79c8 | c548-7922 | 578.29529 | 582.81376 | 194 | 183 | 1680.48800 | 1524.07200 |
| bcc2-9076 | f3dd-fec6 | 967.52674 | 968.57819 | 173 | 160 | 1638.83059 | 1523.58400 |
| d491-19f1 | 858f-6995 | 1374.07749 | 1370.08900 | 145 | 133 | 1621.60000 | 1522.56800 |
| 5684-43a4 | aa69-6b13 | 1269.64846 | 1247.74683 | 250 | 220 | 1648.71200 | 1522.16000 |
| f560-0ee2 | 79d0-27d7 | 1192.86486 | 1184.60272 | 132 | 125 | 1658.43553 | 1521.51200 |
| fe9d-efa6 | 1568-4e32 | 589.74706 | 576.99457 | 123 | 121 | 1726.97600 | 1521.01600 |
| 76a4-ac77 | be6f-0ba9 | 968.57201 | 967.18793 | 185 | 172 | 1622.06400 | 1520.00800 |
| e0b4-e3cd | 1ed4-5f1e | 660.71009 | 665.87485 | 182 | 171 | 1658.56800 | 1514.68000 |
| ab69-ed43 | f7a1-1aa7 | 1751.67913 | 1752.35769 | 147 | 133 | 1555.14400 | 1514.49600 |
| d244-6cd3 | 771f-56ee | 767.66647 | 772.57470 | 205 | 195 | 1716.19200 | 1513.65003 |
| cad1-ff68 | 4433-0abc | 1002.85168 | 1005.63295 | 236 | 220 | 1686.37600 | 1510.40800 |
| cd9f-5d3e | 2a68-e79e | 677.90241 | 681.49593 | 125 | 113 | 1730.83553 | 1507.08800 |
| abc6-e6c5 | 2f69-49d6 | 892.20093 | 901.10488 | 190 | 180 | 1700.96800 | 1506.81600 |
| 362e-cb5c | 8525-d542 | 348.59215 | 352.04189 | 199 | 182 | 1679.96000 | 1506.12000 |
| 5aee-a7bf | 6dab-5ec8 | 923.17773 | 916.93885 | 239 | 218 | 1696.33600 | 1505.00000 |
| a2ce-89aa | 7f0b-7ae8 | 1377.72065 | 1390.65647 | 127 | 120 | 1661.14896 | 1503.73600 |
| 9548-b1d9 | e9b5-eece | 820.82646 | 822.72877 | 167 | 157 | 1677.87901 | 1502.84840 |
| c441-a7eb | e9b1-c86d | 989.66868 | 993.10650 | 230 | 207 | 1630.70877 | 1502.64000 |
| c4be-4127 | 0a8e-efa0 | 1458.79949 | 1443.89067 | 188 | 176 | 1617.55200 | 1502.26400 |
| f761-e8e9 | a753-29e7 | 316.58326 | 318.00444 | 255 | 237 | 1711.78400 | 1499.55200 |
| c720-5056 | d2b0-0762 | 1163.89229 | 1157.89150 | 135 | 130 | 1671.12000 | 1495.94607 |
| 4a7c-592a | bf91-2ea3 | 953.93193 | 959.69907 | 134 | 121 | 1643.03756 | 1492.50400 |
| aa83-39a5 | a5ff-453e | 535.71699 | 543.65170 | 255 | 236 | 1544.51200 | 1490.08000 |
| 9a15-43b9 | c32c-2cfd | 348.98480 | 364.82219 | 126 | 120 | 1610.10400 | 1487.85628 |
| 0e43-65e5 | ddc6-d7cf | 1106.51245 | 1101.74422 | 253 | 230 | 1652.61600 | 1482.92000 |
| d016-7d6a | bb79-ee2d | 930.35657 | 929.07458 | 148 | 134 | 1610.45600 | 1482.69600 |
| 524a-3e14 | 9f4e-2360 | 1248.66910 | 1247.47014 | 121 | 117 | 1615.59821 | 1480.92000 |
| 621c-9e76 | 4748-865d | 720.10970 | 729.91816 | 181 | 167 | 1640.85600 | 1478.67200 |
| 93dd-072f | 1686-7bc7 | 1676.45663 | 1667.74934 | 185 | 177 | 1505.85526 | 1477.43345 |
| 89a5-04e2 | 573d-2072 | 704.30225 | 694.99043 | 227 | 209 | 1666.40000 | 1476.89600 |
| ac3c-6ee7 | c3fd-9424 | 1231.79221 | 1231.39127 | 180 | 165 | 1604.07200 | 1476.88800 |
| 8ce6-7e0a | 8716-b666 | 745.57670 | 749.12275 | 244 | 231 | 1704.59200 | 1473.75200 |
| 5131-d0c2 | e481-ce9e | 1011.28603 | 1011.60828 | 137 | 131 | 1556.69600 | 1470.90561 |
| f4ca-4d07 | 7c89-24d1 | 1136.67303 | 1129.39230 | 142 | 132 | 1593.12800 | 1469.63200 |
| 9a4e-1d63 | d17d-b944 | 458.91400 | 459.35519 | 185 | 177 | 1609.58110 | 1467.49600 |
| 5224-3ebf | d17d-b944 | 460.77965 | 459.35519 | 191 | 177 | 1657.40800 | 1467.49600 |
| 0610-6a6c | bb6f-fb8e | 940.46817 | 933.09741 | 164 | 148 | 1599.00800 | 1466.00160 |
| c234-91f0 | fbb8-c17e | 457.48360 | 476.26043 | 249 | 225 | 1572.24000 | 1460.90400 |
| c371-df68 | e18e-730d | 968.74824 | 960.58126 | 127 | 118 | 1651.29600 | 1460.85600 |
| add5-29b4 | 1e6a-0cbe | 1282.65157 | 1280.54123 | 184 | 170 | 1647.63456 | 1457.02330 |
| 9dc8-7134 | dc98-a645 | 1451.64149 | 1435.14612 | 183 | 170 | 1629.93600 | 1456.64367 |
| 298f-5ed6 | afa1-b529 | 531.25045 | 542.87063 | 212 | 194 | 1540.87182 | 1454.34400 |
| 0c5d-5a65 | 260f-58c1 | 226.15212 | 230.67380 | 100 | 100 | 1563.66400 | 1453.78400 |
| a420-e960 | f168-5fb5 | 1379.19478 | 1393.90601 | 84 | 84 | 1585.97600 | 1452.32800 |
| d5d9-bb0a | 3807-b827 | 1150.48891 | 1141.93414 | 185 | 174 | 1636.58945 | 1451.17240 |
| 5223-0dfe | de1b-6cab | 655.06881 | 648.90162 | 237 | 221 | 1583.13600 | 1444.88000 |
| efa2-2113 | c7aa-68e7 | 329.99381 | 338.74833 | 197 | 188 | 1544.68000 | 1440.04393 |
| 2917-032d | e160-a7b1 | 1150.64984 | 1143.56115 | 156 | 144 | 1672.81018 | 1436.90400 |
| 7271-041f | 081c-fc77 | 926.52770 | 919.72852 | 242 | 214 | 1534.71200 | 1433.93600 |
| 58e8-71d1 | 38a7-2409 | 1515.71659 | 1508.82211 | 115 | 111 | 1532.42400 | 1432.51200 |
| 8455-71cd | b452-eb97 | 557.17872 | 570.10019 | 153 | 138 | 1587.41600 | 1431.04000 |
| 011d-7c22 | 6005-63e4 | 716.78433 | 720.94553 | 235 | 212 | 1538.89600 | 1428.68800 |
| e19b-6658 | 6552-8f8f | 612.90184 | 618.92487 | 183 | 168 | 1566.23200 | 1427.83200 |
| 4bcc-5f7f | 7fa5-83b8 | 1215.75508 | 1228.84586 | 224 | 210 | 1544.54400 | 1427.17600 |
| 6208-7b29 | 3aff-70aa | 1151.58598 | 1154.29552 | 266 | 238 | 1585.71200 | 1423.41797 |
| 952a-ea12 | 22b4-e08d | 506.04216 | 497.90206 | 229 | 211 | 1525.59200 | 1423.08214 |
| b364-142c | 785c-32ee | 1241.64997 | 1230.64245 | 182 | 172 | 1551.69600 | 1421.47008 |
| a807-8565 | 6a49-64da | 1116.74186 | 1108.17255 | 206 | 187 | 1630.87462 | 1415.74724 |
| b0da-f9d7 | 4e8b-2260 | 625.15332 | 634.85247 | 183 | 173 | 1589.81600 | 1415.40000 |
| b41a-71a4 | f84e-1d6e | 952.43419 | 966.24312 | 76 | 73 | 1609.84277 | 1415.38589 |
| bd76-13fd | 159d-d29b | 571.10602 | 574.86769 | 192 | 176 | 1606.00000 | 1414.13600 |
| f520-6633 | c695-ea5d | 1644.51829 | 1641.93921 | 140 | 137 | 1690.10400 | 1408.86400 |
| 3645-ab9f | bc1a-7fe4 | 706.67253 | 716.62773 | 141 | 132 | 1576.84000 | 1404.61565 |
| 3b32-88f3 | 089f-6eef | 757.58659 | 765.69684 | 155 | 142 | 1561.40800 | 1402.43200 |
| 67bf-02be | b5e0-44d4 | 934.64453 | 937.16928 | 188 | 174 | 1497.12337 | 1401.78400 |
| c929-eca6 | 37c4-18fa | 215.57481 | 216.78615 | 179 | 166 | 1631.92000 | 1398.62400 |
| f0d8-fadd | 7834-fab1 | 1184.88100 | 1180.82707 | 173 | 156 | 1587.36000 | 1395.67917 |
| c422-a5a3 | 5f1d-c8ee | 284.09727 | 284.71934 | 144 | 137 | 1658.59200 | 1395.40000 |
| d4e5-33e7 | fd37-0438 | 1031.62230 | 1024.21685 | 178 | 165 | 1560.25600 | 1393.28800 |
| 4f12-8d40 | f89d-6ed4 | 1070.67199 | 1073.01881 | 116 | 108 | 1508.53600 | 1388.88800 |
| 786e-9197 | c48b-14cd | 696.62521 | 702.66168 | 213 | 196 | 1497.90400 | 1380.24800 |
| bf3f-e778 | c48b-14cd | 702.02170 | 702.66168 | 213 | 196 | 1532.37600 | 1380.24800 |
| bea7-d1f0 | 6834-8b4e | 702.01307 | 703.68101 | 192 | 180 | 1594.07200 | 1378.87200 |
| 0917-e4f0 | 5ec2-155f | 1888.77007 | 1867.80934 | 160 | 150 | 1538.75200 | 1378.74718 |
| 5328-acf3 | a10e-8846 | 600.58029 | 602.66380 | 155 | 147 | 1512.28800 | 1378.73600 |
| df8c-6812 | a10e-8846 | 604.23556 | 602.66380 | 162 | 147 | 1541.92321 | 1378.73600 |
| 8727-c5bc | 0e78-3a36 | 1422.76326 | 1416.14074 | 138 | 129 | 1501.72000 | 1374.61600 |
| 00d7-877a | 6c40-938e | 1352.44814 | 1353.00397 | 194 | 173 | 1538.98047 | 1374.16800 |
| a406-da06 | ee7a-6dc2 | 743.83833 | 746.26448 | 164 | 156 | 1519.85600 | 1372.54939 |
| ca43-4289 | a296-2ba3 | 479.52221 | 488.79097 | 202 | 189 | 1519.53600 | 1372.49600 |
| 07f9-f012 | 8594-f54f | 343.71191 | 345.27784 | 231 | 218 | 1526.13791 | 1372.36800 |
| 6bf2-f8e7 | 217c-5802 | 302.54811 | 302.89469 | 109 | 105 | 1532.78400 | 1371.20800 |
| d38a-9960 | 50a3-3f30 | 1668.89100 | 1657.65216 | 150 | 134 | 1577.65300 | 1370.50400 |
| d994-7a51 | 5672-fd2b | 891.55722 | 891.75354 | 203 | 194 | 1476.71200 | 1368.55931 |
| 1864-ad71 | a54c-3f44 | 1051.84156 | 1059.76601 | 111 | 102 | 1607.54400 | 1366.26261 |
| fc2a-3bb8 | c3c0-58e6 | 856.60325 | 861.64561 | 160 | 146 | 1499.62400 | 1366.15167 |
| f164-062a | 6f35-65af | 776.43727 | 780.91884 | 215 | 194 | 1564.18881 | 1365.96800 |
| 70c9-3570 | 14dd-4b22 | 1597.72781 | 1590.36308 | 141 | 137 | 1429.48000 | 1364.57390 |
| 7bf4-4dfc | 8fa5-55b4 | 1164.11242 | 1165.70955 | 164 | 149 | 1522.10400 | 1363.72469 |
| a343-c34c | 9f54-5c27 | 957.86913 | 953.67344 | 111 | 109 | 1540.11310 | 1361.00800 |
| c1e7-e8de | 4bf3-f2bb | 1039.07413 | 1041.93178 | 210 | 192 | 1573.10849 | 1360.88713 |
| 0832-2eab | 9696-e431 | 724.96618 | 712.80471 | 91 | 82 | 1525.18400 | 1357.03200 |
| b6a1-32b8 | 1532-efb1 | 906.57073 | 883.95980 | 257 | 234 | 1615.86400 | 1355.75200 |
| 80c5-51b1 | 3ddc-02e1 | 818.00453 | 823.41116 | 92 | 85 | 1524.55200 | 1354.06999 |
| 8568-10ec | b94c-9b25 | 358.81985 | 358.69488 | 112 | 103 | 1456.24800 | 1353.64000 |
| 87e9-5592 | 2007-7045 | 1217.11646 | 1213.04826 | 157 | 143 | 1553.72000 | 1352.47970 |
| b711-4918 | ecf0-61b2 | 1284.77995 | 1270.53948 | 98 | 93 | 1438.70869 | 1351.85600 |
| 5ee9-1553 | 08fd-2a1f | 1802.76559 | 1779.79558 | 125 | 125 | 1565.48000 | 1351.67873 |
| 2dd5-ca1d | 1a8d-47a7 | 701.44174 | 707.39722 | 75 | 74 | 1482.43184 | 1351.26039 |
| bc22-76ae | 83d4-d3e0 | 861.81608 | 855.71096 | 58 | 61 | 1396.60433 | 1351.19200 |
| 7a74-a3b3 | 27c6-b78d | 237.82447 | 247.36987 | 169 | 161 | 1492.17600 | 1348.12000 |
| f214-ced8 | 1215-baf3 | 1254.84296 | 1250.49159 | 191 | 172 | 1533.28800 | 1346.20000 |
| e895-a71d | 1215-baf3 | 1256.38721 | 1250.49159 | 198 | 172 | 1491.62108 | 1346.20000 |
| 3659-03ce | 8b75-70a9 | 665.17878 | 667.82306 | 158 | 145 | 1428.56800 | 1345.67200 |
| 7e36-1298 | f7f0-42cc | 238.79481 | 233.59981 | 128 | 118 | 1528.76000 | 1343.57600 |
| 061e-24e7 | 5212-2c37 | 993.15244 | 997.66225 | 192 | 179 | 1495.58400 | 1343.05600 |
| 8503-f438 | f924-4ad7 | 345.86538 | 350.83928 | 175 | 167 | 1436.04000 | 1339.83200 |
| 1c4c-e5ae | a250-fc9e | 626.82666 | 631.68558 | 184 | 168 | 1518.72000 | 1339.07200 |
| 63bb-afe5 | a250-fc9e | 631.70657 | 631.68558 | 183 | 168 | 1466.79200 | 1339.07200 |
| a4b1-3d40 | e7aa-5b27 | 444.98510 | 447.35228 | 163 | 155 | 1572.59200 | 1334.91188 |
| b46e-7fa6 | da96-8d38 | 1191.67117 | 1192.21975 | 123 | 115 | 1509.08000 | 1333.96800 |
| 00c6-e412 | 615d-37c5 | 802.72297 | 800.07502 | 132 | 123 | 1501.90400 | 1333.44000 |
| bbe5-3ec6 | c552-dd54 | 1189.21123 | 1177.50245 | 206 | 194 | 1502.57600 | 1332.83146 |
| 02f7-5a8f | fd91-2ab5 | 708.81791 | 713.86755 | 173 | 158 | 1586.74400 | 1331.84000 |
| 464b-2fcc | 9320-e3c8 | 983.04589 | 975.70449 | 183 | 170 | 1460.36800 | 1330.99663 |
| 86c6-a51b | 834b-b2df | 758.00988 | 766.96226 | 238 | 219 | 1439.16000 | 1330.06400 |
| 7335-d6a4 | cf5b-96e2 | 867.25244 | 876.52581 | 193 | 176 | 1524.04800 | 1329.00000 |
| a9fc-943c | 1a8c-b502 | 1027.88804 | 1020.98449 | 132 | 121 | 1467.53600 | 1328.68800 |
| 3d8a-133d | d595-76d0 | 1118.70762 | 1119.69759 | 95 | 91 | 1486.51200 | 1327.00627 |
| 22d4-6dc7 | 1d00-cc10 | 664.34970 | 675.01824 | 182 | 168 | 1510.22400 | 1326.68000 |
| d3ea-f394 | fded-24cd | 923.78535 | 918.62207 | 117 | 112 | 1456.34400 | 1323.56800 |
| 54b0-58d7 | d111-0f61 | 1095.90691 | 1096.64817 | 199 | 187 | 1522.52000 | 1320.13818 |
| a5d5-fe82 | 6a20-e8c8 | 475.24943 | 478.51749 | 127 | 114 | 1505.02400 | 1317.06400 |
| 324f-d37e | a65b-b8a3 | 538.97215 | 543.91181 | 125 | 119 | 1450.72800 | 1314.68800 |
| c83e-7462 | 2096-1a80 | 98.64654 | 110.80282 | 139 | 127 | 1525.04000 | 1314.02400 |
| 96cb-869b | 4ae0-9be2 | 489.70807 | 492.57301 | 207 | 188 | 1463.12800 | 1313.82400 |
| fe03-714a | ae24-855d | 1426.75257 | 1418.67191 | 188 | 182 | 1491.86400 | 1313.09600 |
| cb26-dec5 | 0ef0-da0f | 329.95568 | 341.30687 | 216 | 191 | 1495.68800 | 1312.19715 |
| 1592-c8a8 | 5bd0-b73e | 903.27273 | 905.03948 | 159 | 151 | 1539.24800 | 1309.39200 |
| 0ef7-5785 | 250b-6bbe | 1175.66895 | 1171.35162 | 181 | 172 | 1516.08800 | 1304.26917 |
| 02ec-b070 | fa8d-382e | 1267.39390 | 1262.81233 | 131 | 118 | 1503.97600 | 1302.49328 |
| 1483-3be2 | 66b6-c670 | 872.57697 | 864.83587 | 65 | 66 | 1400.75200 | 1302.20800 |
| 7c84-a57a | 0b99-ea0d | 1276.65686 | 1272.36895 | 117 | 111 | 1474.15952 | 1295.56000 |
| fae4-0377 | 216e-d9ac | 1184.59619 | 1185.55622 | 173 | 162 | 1489.63449 | 1289.64360 |
| f7b2-9cb1 | 2e18-3356 | 253.70282 | 269.93606 | 109 | 103 | 1473.24570 | 1288.38400 |
| 7b4d-70cd | b163-6554 | 974.92390 | 975.87581 | 171 | 156 | 1440.77600 | 1287.00800 |
| 6217-f957 | 8cfe-e9df | 651.92280 | 661.86271 | 169 | 158 | 1446.20800 | 1285.88800 |
| 8c6f-044a | 2891-01e8 | 618.20847 | 625.71024 | 148 | 139 | 1432.77796 | 1283.53600 |
| 1be3-272a | 2042-b63a | 569.75733 | 568.60806 | 183 | 164 | 1457.74400 | 1280.40821 |
| 1736-9104 | 689c-7c41 | 521.10633 | 535.12036 | 192 | 176 | 1459.25600 | 1279.88800 |
| cc79-f671 | 610a-58fb | 629.16365 | 628.17118 | 211 | 195 | 1405.19200 | 1276.62400 |
| 52d5-35c5 | 00ed-5605 | 1696.58302 | 1703.74051 | 162 | 153 | 1452.70674 | 1275.66623 |
| c454-7af1 | 6909-7366 | 732.16257 | 735.90303 | 165 | 151 | 1408.30400 | 1275.44800 |
| deb3-404c | 5146-4624 | 1139.68611 | 1131.32896 | 94 | 90 | 1441.06867 | 1274.83975 |
| a306-6bd2 | fd70-3037 | 1102.30806 | 1102.04677 | 116 | 107 | 1466.85600 | 1273.47200 |
| e415-45bd | 23dd-0176 | 911.82144 | 908.51157 | 199 | 182 | 1438.46400 | 1272.96000 |
| b054-68f6 | 6ab2-95e0 | 1206.64765 | 1204.69330 | 117 | 111 | 1527.84000 | 1272.84800 |
| ec1f-45e1 | 5230-2348 | 994.67774 | 994.56720 | 171 | 154 | 1429.37816 | 1271.33600 |
| 1e88-fd2b | 514b-23c7 | 289.97646 | 309.29241 | 287 | 250 | 1415.68000 | 1270.10400 |
| f8b8-2082 | d5a4-7755 | 1087.59306 | 1082.22645 | 212 | 193 | 1473.94400 | 1269.12800 |
| 27d8-7f4b | 79b7-8f10 | 1031.49295 | 1033.70894 | 195 | 183 | 1500.22145 | 1264.55200 |
| d3ea-b227 | 6bc9-174d | 872.72376 | 875.74645 | 108 | 98 | 1432.13600 | 1260.20000 |
| b343-dc7c | 87a2-9f46 | 1352.72456 | 1352.73000 | 141 | 129 | 1406.20800 | 1258.72993 |
| 5cba-a805 | f83e-007e | 744.07263 | 746.24780 | 106 | 107 | 1426.24000 | 1258.23200 |
| b0aa-4ba1 | 77b2-af3e | 1355.23770 | 1351.71828 | 126 | 120 | 1501.98400 | 1256.16000 |
| 306d-3b45 | b69d-436c | 626.15062 | 630.67954 | 240 | 213 | 1399.79200 | 1256.13600 |
| efbe-7759 | fafd-7c25 | 358.70730 | 359.20237 | 171 | 152 | 1399.60000 | 1255.69600 |
| 9afa-988a | 2331-6d94 | 1021.27329 | 1016.76803 | 155 | 145 | 1382.46400 | 1255.33600 |
| 6d58-a914 | 59e1-efef | 938.99346 | 942.68360 | 167 | 155 | 1405.14400 | 1255.14400 |
| 9f64-e56d | 04b3-64ec | 777.94736 | 784.33792 | 175 | 165 | 1376.56000 | 1253.62400 |
| 146f-85ea | 8fb7-4cba | 1312.31943 | 1298.18057 | 144 | 135 | 1422.84800 | 1249.65372 |
| 5ab4-d6e5 | b598-0a5f | 1271.95538 | 1256.62681 | 181 | 160 | 1343.68800 | 1248.37600 |
| 21dd-2331 | 3786-fe4f | 1191.84145 | 1191.47258 | 117 | 108 | 1395.40086 | 1247.43200 |
| f0b1-1ffb | ee6a-b3a7 | 1184.56672 | 1176.79983 | 77 | 82 | 1437.24000 | 1247.24482 |
| 1fdc-b28c | 6d14-a9c4 | 862.86936 | 865.10889 | 142 | 134 | 1454.96000 | 1247.05600 |
| ca64-c6ec | ca01-f4e9 | 954.57007 | 956.90483 | 184 | 172 | 1431.99200 | 1245.87200 |
| 60db-c0fd | f1fd-1984 | 331.66508 | 331.85179 | 138 | 129 | 1418.59200 | 1245.85600 |
| a8ae-5587 | 2dc1-1702 | 97.43054 | 102.76063 | 165 | 155 | 1344.65600 | 1244.34400 |
| 14b1-47bd | ce7f-5879 | 916.21869 | 921.80404 | 123 | 116 | 1394.27200 | 1242.11200 |
| 1750-32d4 | f93b-cbfd | 855.65747 | 851.66285 | 125 | 120 | 1385.03200 | 1238.48800 |
| 5c9b-26d2 | a3a0-c860 | 823.88529 | 826.77961 | 119 | 111 | 1437.34811 | 1238.07200 |
| abfc-6bf4 | 3a47-b1fa | 1907.82013 | 1904.84883 | 92 | 97 | 1357.80800 | 1235.12800 |
| 0c42-f0cf | 1bf0-be53 | 865.88464 | 866.83733 | 154 | 140 | 1401.00800 | 1233.51200 |
| 0b08-6b85 | 395b-de66 | 835.49534 | 834.57193 | 102 | 100 | 1398.71200 | 1232.87200 |
| 06af-90cb | f92b-e569 | 1193.98317 | 1190.54881 | 189 | 173 | 1418.39200 | 1232.08000 |
| ba78-c03f | 0546-f805 | 731.12112 | 738.85059 | 197 | 181 | 1342.33582 | 1229.09600 |
| 4ae7-c375 | 2fcb-b59c | 898.64256 | 897.65994 | 166 | 156 | 1389.77632 | 1224.36000 |
| e997-e629 | 2446-1224 | 801.45839 | 796.78502 | 172 | 159 | 1415.01368 | 1220.28800 |
| 2bb6-d26b | d4f1-a9b8 | 250.33944 | 256.82984 | 170 | 159 | 1407.72800 | 1218.37600 |
| b117-cac9 | 906c-cf72 | 718.89860 | 712.70735 | 191 | 178 | 1343.39200 | 1217.16800 |
| 31e6-b8b0 | 62e0-daa7 | 1044.19251 | 1030.97418 | 177 | 157 | 1322.34400 | 1217.06400 |
| 35a9-7ab1 | 53b4-608a | 288.66752 | 295.97197 | 173 | 162 | 1349.52800 | 1215.32000 |
| b6f2-f954 | 9fb5-4b53 | 1169.55834 | 1179.61561 | 188 | 174 | 1184.08000 | 1214.90400 |
| 18e2-ed65 | 58d7-3de9 | 1105.69214 | 1101.64674 | 177 | 160 | 1310.13600 | 1214.53600 |
| f624-3b45 | 65fe-6c47 | 926.84517 | 922.77730 | 148 | 142 | 1398.48580 | 1213.37600 |
| 2c1d-9279 | 2f3f-dd79 | 776.10770 | 772.66297 | 200 | 191 | 1390.38400 | 1213.20000 |
| d851-f38a | ed0b-f607 | 445.62424 | 451.90953 | 96 | 84 | 1403.20000 | 1212.28000 |
| 6134-6ead | 6f34-7816 | 803.10442 | 800.79829 | 161 | 152 | 1345.68800 | 1212.00752 |
| 48a9-774b | dfad-e59f | 499.96983 | 506.77801 | 100 | 94 | 1301.86400 | 1210.49600 |
| 4a18-efca | 275f-1b95 | 940.75601 | 939.69344 | 136 | 123 | 1345.48271 | 1208.85600 |
| 30c2-d380 | c030-2487 | 1079.82609 | 1074.68541 | 149 | 137 | 1369.88000 | 1208.13280 |
| 6c54-a4de | a941-2a43 | 1124.70991 | 1123.71031 | 156 | 140 | 1294.89600 | 1205.68062 |
| 0a6b-dd02 | 059b-b020 | 742.32260 | 752.55187 | 145 | 135 | 1365.94400 | 1203.11362 |
| ee5a-bf47 | 1ede-4be6 | 932.67890 | 931.98730 | 177 | 162 | 1315.32000 | 1202.28000 |
| e361-bdd4 | 2b34-7c16 | 990.91223 | 996.65264 | 169 | 154 | 1382.90400 | 1201.91200 |
| 3016-14f8 | 9a28-e1e2 | 1114.12424 | 1120.65565 | 170 | 158 | 1313.14400 | 1197.96800 |
| b6f5-67e9 | d415-8126 | 332.57926 | 345.60635 | 197 | 181 | 1396.53600 | 1197.92000 |
| 86ee-7dc1 | d401-5d99 | 1002.95755 | 1003.83874 | 94 | 95 | 1380.91200 | 1193.29405 |
| 6335-51b4 | eef8-b4f2 | 201.82078 | 209.82486 | 165 | 151 | 1368.19200 | 1191.09600 |
| 2e4d-0c68 | 2208-487e | 1036.33514 | 1035.29267 | 97 | 95 | 1370.39200 | 1190.87200 |
| 58c5-0d97 | 2208-487e | 1037.62821 | 1035.29267 | 104 | 95 | 1384.56800 | 1190.87200 |
| cd7c-f0ec | 24e7-4e9f | 1151.68289 | 1150.49567 | 154 | 146 | 1330.76000 | 1189.25600 |
| 8d97-0869 | a9e4-b9b8 | 212.11264 | 222.89091 | 207 | 185 | 1318.26400 | 1188.27200 |
| 3c97-f729 | 5dee-1612 | 684.79712 | 693.07052 | 87 | 81 | 1369.94888 | 1186.76800 |
| 6468-351a | 343a-b774 | 682.37791 | 693.33368 | 146 | 133 | 1318.22400 | 1186.32800 |
| 79ef-5153 | d043-5869 | 881.73291 | 877.67903 | 137 | 125 | 1393.43679 | 1185.61925 |
| be11-4d3d | e903-ccb4 | 272.96007 | 279.98334 | 129 | 117 | 1328.16800 | 1184.79576 |
| 7ac5-c476 | 6604-a912 | 813.58184 | 819.63815 | 134 | 125 | 1398.26400 | 1184.05600 |
| c7dd-ffa5 | bedb-387c | 912.80010 | 918.72778 | 195 | 176 | 1317.36800 | 1183.96000 |
| 0567-2216 | e160-bb6e | 192.61367 | 189.19436 | 201 | 176 | 1379.77600 | 1182.70400 |
| dd15-ee51 | ba9b-c322 | 594.94836 | 597.30602 | 179 | 165 | 1304.56000 | 1182.44800 |
| ae26-748b | ecf1-b44e | 835.58131 | 834.57829 | 140 | 129 | 1333.98400 | 1182.40800 |
| 656f-13d1 | e85c-62b0 | 917.97552 | 925.56286 | 181 | 167 | 1328.50758 | 1181.66140 |
| 4a1c-9a6c | 8040-6278 | 709.72421 | 717.96334 | 161 | 151 | 1323.71200 | 1180.16800 |
| 4108-8d68 | f94a-a7af | 963.89417 | 961.74722 | 163 | 153 | 1338.33600 | 1177.76800 |
| 0f48-4238 | e07c-68d6 | 1090.09007 | 1095.69822 | 130 | 121 | 1336.24800 | 1177.28000 |
| cc0a-d0b9 | b21a-ea94 | 967.66968 | 956.38380 | 79 | 72 | 1324.68549 | 1174.82400 |
| c581-deaa | f0ee-d1b9 | 822.07353 | 826.56950 | 190 | 180 | 1328.80800 | 1173.66777 |
| 1694-72c1 | 2238-e09d | 1674.59189 | 1667.53884 | 128 | 119 | 1520.83200 | 1170.17600 |
| 806b-33fa | 759f-7964 | 1817.23749 | 1796.65529 | 97 | 90 | 1310.12800 | 1169.10400 |
| 0138-4a32 | 0ba5-a667 | 1125.07744 | 1108.73748 | 260 | 210 | 1003.08800 | 1168.74400 |
| fa06-002a | 891f-150b | 1177.58105 | 1181.78126 | 164 | 153 | 1218.12800 | 1168.28800 |
| eb2d-aada | 3dd4-1e9d | 1170.38789 | 1173.33034 | 110 | 105 | 1346.77600 | 1167.83784 |
| 723d-523d | e2a4-cf46 | 633.84766 | 638.78414 | 193 | 176 | 1411.48800 | 1166.24000 |
| 2b19-4b12 | 6f41-2f0c | 244.23082 | 251.00089 | 160 | 145 | 1264.96000 | 1163.84000 |
| 3578-59db | 1775-5a0d | 817.01419 | 821.57801 | 121 | 116 | 1307.64000 | 1159.98400 |
| 3478-c7eb | ac13-d991 | 781.17771 | 774.12286 | 101 | 93 | 1333.08614 | 1157.48000 |
| 7ff8-848c | 5872-acf6 | 1219.68541 | 1218.82671 | 137 | 129 | 1373.97785 | 1157.29600 |
| 8177-081a | b173-5e2a | 800.97229 | 806.64205 | 119 | 115 | 1346.10842 | 1157.02400 |
| a9eb-67c5 | 2f2e-35bc | 461.76549 | 458.07740 | 189 | 177 | 1327.67200 | 1153.28000 |
| 317f-130f | 2293-461b | 581.86135 | 585.94824 | 104 | 100 | 1255.02400 | 1152.59200 |
| 0e99-c6bc | f62f-1e9d | 184.46264 | 182.27021 | 130 | 120 | 1306.58400 | 1149.44800 |
| e2de-cc9a | e072-09c8 | 1055.85750 | 1057.84020 | 145 | 135 | 1309.47200 | 1144.15200 |
| 26f6-731f | 5d78-7290 | 957.44519 | 956.90841 | 62 | 58 | 1317.45600 | 1142.72399 |
| b4f1-e8a0 | 0104-4564 | 79.93487 | 77.32620 | 159 | 137 | 1267.02400 | 1138.84800 |
| e192-65ec | 30eb-a70a | 1158.67838 | 1156.75002 | 134 | 125 | 1299.35200 | 1138.66400 |
| 890f-c4d4 | 2961-0506 | 932.73145 | 932.82153 | 52 | 57 | 1365.04800 | 1136.42400 |
| d170-02e0 | 5064-2e27 | 780.96134 | 779.88116 | 129 | 120 | 1298.44800 | 1134.60000 |
| 6b03-2af2 | d67e-60ab | 1851.01675 | 1849.90162 | 45 | 58 | 1299.67200 | 1127.25600 |
| cf57-5fcf | e42b-579f | 637.75738 | 638.64111 | 104 | 97 | 1281.83200 | 1126.65600 |
| e87f-95ff | fd4b-ca2a | 632.05498 | 639.77766 | 98 | 92 | 1271.81600 | 1124.18400 |
| 6f4c-b5b5 | a019-71bc | 974.22610 | 976.05174 | 165 | 156 | 1286.92800 | 1122.72748 |
| e2a0-4dff | f8d2-f8e1 | 473.85677 | 480.32769 | 209 | 188 | 1243.11200 | 1122.48800 |
| cf9a-3d4c | 76e2-22c6 | 750.60608 | 752.12733 | 47 | 45 | 1289.89745 | 1121.32000 |
| 4d3a-a6b1 | b980-6661 | 575.54074 | 581.90918 | 88 | 78 | 1296.75200 | 1120.00254 |
| 3419-96ba | 358e-85d7 | 829.94881 | 829.10289 | 117 | 109 | 1336.37589 | 1118.50400 |
| 4cf6-c519 | 4831-3914 | 528.54509 | 528.79255 | 151 | 143 | 1306.54400 | 1117.67200 |
| 0d3e-d145 | 4d12-320e | 635.81926 | 635.63050 | 164 | 153 | 1374.81600 | 1116.42400 |
| 0170-39d5 | f65e-bae3 | 266.33583 | 267.74650 | 123 | 113 | 1286.02400 | 1114.57600 |
| 332f-df4a | 7807-e9f8 | 820.49588 | 814.46769 | 190 | 179 | 1269.83200 | 1114.39495 |
| ba2b-9617 | bad5-81b4 | 787.74598 | 792.86675 | 114 | 107 | 1242.71200 | 1113.73118 |
| d600-ed55 | c192-7c48 | 652.85381 | 652.81273 | 167 | 160 | 1273.64800 | 1109.21176 |
| f8da-ba9f | e712-5aea | 764.97211 | 774.88179 | 52 | 52 | 1273.47200 | 1105.38400 |
| d8f6-d2f8 | abd3-c108 | 1049.29939 | 1044.14685 | 149 | 140 | 1280.64800 | 1104.27313 |
| fd7d-32bb | abc6-bf33 | 1225.24098 | 1219.76287 | 82 | 77 | 1210.72000 | 1102.23536 |
| 5d31-936e | 4cc3-9480 | 384.95347 | 389.16792 | 95 | 91 | 1362.54400 | 1100.94400 |
| ad2e-1a5a | 2056-d06f | 1429.51825 | 1431.86757 | 120 | 110 | 1281.39200 | 1095.68800 |
| 5346-e267 | 70ea-ea77 | 947.89627 | 953.81596 | 68 | 63 | 1324.60800 | 1095.12800 |
| 3b3b-ea59 | 632f-c3c8 | 1101.48821 | 1100.70855 | 110 | 101 | 1286.10400 | 1093.76000 |
| 8a1d-31a2 | 00e7-fb11 | 835.85223 | 840.17692 | 65 | 63 | 1203.36000 | 1093.71200 |
| 1aed-95f7 | 3f58-682a | 275.69154 | 286.85911 | 182 | 167 | 1326.18400 | 1090.76800 |
| 5444-ee11 | 9f54-0c40 | 1144.90682 | 1142.49146 | 93 | 92 | 1332.84000 | 1090.76000 |
| 65cf-ce39 | 5440-4102 | 662.56226 | 661.39448 | 48 | 47 | 1220.17526 | 1090.72000 |
| d818-fe3b | 33f4-b56f | 790.25704 | 788.86223 | 167 | 153 | 1304.42400 | 1087.20800 |
| 52f2-b838 | 4dbc-5f33 | 1208.76838 | 1213.67720 | 170 | 154 | 1247.71300 | 1084.94400 |
| d1c8-45f6 | 00dc-09de | 569.74877 | 576.61155 | 120 | 112 | 1213.50593 | 1084.54400 |
| 44ab-2ac3 | 7c67-a4ec | 1216.78898 | 1218.26450 | 81 | 74 | 1259.47156 | 1084.33600 |
| 1b0e-1461 | fee1-35d5 | 1220.61535 | 1212.28654 | 154 | 140 | 1281.19200 | 1082.75200 |
| ffb5-c1d5 | 6599-c844 | 912.86006 | 906.44056 | 146 | 135 | 1228.82400 | 1081.30400 |
| 1778-fe20 | 6625-e513 | 949.51597 | 956.68891 | 173 | 155 | 1212.58400 | 1079.81343 |
| 4c90-aec5 | bc77-cce4 | 1231.81317 | 1223.22934 | 133 | 128 | 1215.41600 | 1070.96800 |
| c900-0cc9 | cc68-a9f7 | 1793.67449 | 1776.76501 | 105 | 98 | 1336.77600 | 1070.08000 |
| e2ad-4225 | cb69-01ed | 390.83281 | 400.22013 | 174 | 159 | 1240.95200 | 1066.47200 |
| c71e-b787 | e46c-723b | 668.11561 | 677.94856 | 162 | 155 | 1220.26348 | 1064.80000 |
| 5db4-dd99 | 68aa-97fe | 1337.69730 | 1325.69535 | 145 | 138 | 1304.88125 | 1062.28328 |
| 4544-e09b | 2b4c-81da | 1231.96709 | 1230.81308 | 74 | 72 | 1281.24777 | 1062.25600 |
| f6db-793f | d27e-f283 | 1114.72740 | 1106.66707 | 123 | 119 | 1240.72800 | 1056.80800 |
| c89b-f416 | d7ce-55f6 | 324.63507 | 326.18220 | 136 | 129 | 1205.13600 | 1055.40000 |
| dcf3-5e6c | 7122-63eb | 423.34953 | 445.67162 | 213 | 192 | 1244.05201 | 1054.85600 |
| 61a0-af05 | 02c8-c124 | 841.62640 | 848.77024 | 190 | 166 | 1088.40800 | 1053.40794 |
| dd02-22b5 | fb02-8b31 | 992.93309 | 994.54023 | 122 | 115 | 1216.95133 | 1049.53600 |
| ea4f-efc9 | ee51-5240 | 378.07354 | 377.18294 | 162 | 149 | 1307.58400 | 1048.32000 |
| 0298-2250 | 2469-9fbe | 849.59199 | 852.11376 | 133 | 125 | 1251.54400 | 1044.10334 |
| b3c7-0d36 | 8da0-8997 | 271.38936 | 270.68075 | 68 | 71 | 1278.12800 | 1041.41600 |
| 9421-fd7a | b50e-78e1 | 192.86546 | 191.71190 | 102 | 101 | 1311.13600 | 1041.16800 |
| 3751-159c | 5105-f8bf | 893.69723 | 894.64612 | 91 | 82 | 1212.88000 | 1040.03200 |
| a47e-8fc6 | e1d7-b2a2 | 381.15990 | 378.33414 | 142 | 133 | 1259.45600 | 1039.60800 |
| c906-7b27 | 4cc9-f13d | 708.99641 | 712.90884 | 140 | 128 | 1227.77061 | 1038.80907 |
| e0b2-7849 | b7ff-2950 | 500.64772 | 507.74733 | 116 | 108 | 1201.48408 | 1036.67200 |
| 425a-891e | 0719-f2b0 | 1058.64622 | 1067.35178 | 183 | 164 | 1276.29600 | 1035.36000 |
| 6ef1-89cc | a4cf-5765 | 983.82002 | 989.64389 | 91 | 87 | 1199.99200 | 1030.34400 |
| d608-8cb7 | 8818-093f | 1113.96880 | 1114.10116 | 155 | 140 | 1310.94400 | 1029.98400 |
| 35cf-9e7c | ea1a-df80 | 1284.67800 | 1277.60932 | 115 | 109 | 1248.12000 | 1029.48800 |
| 1548-0f7f | aee8-7cc2 | 441.83420 | 456.74869 | 138 | 126 | 1257.32000 | 1026.81600 |
| bc6f-9af0 | 595e-351a | 811.86907 | 814.78916 | 79 | 76 | 1271.19265 | 1026.01600 |
| a46d-b85c | cddf-92db | 799.80868 | 793.49399 | 192 | 182 | 1196.58400 | 1025.38400 |
| 0724-5a4b | cd20-3f22 | 1085.73693 | 1092.76523 | 98 | 93 | 1286.53518 | 1024.03200 |
| bc3c-34c1 | 7385-9392 | 1178.38612 | 1184.66531 | 114 | 107 | 1262.26549 | 1023.08800 |
| c00e-09fd | 64ad-b1b2 | 351.94727 | 347.82022 | 195 | 180 | 1026.80000 | 1020.18400 |
| 1c44-3b36 | 8eac-6aaa | 178.73061 | 182.14094 | 126 | 111 | 1196.48000 | 1019.02400 |
| fde6-0dfb | 6422-2750 | 1135.05168 | 1140.17042 | 95 | 90 | 1204.38400 | 1018.11200 |
| fd42-cafc | 36e7-6e2a | 632.86348 | 639.57257 | 104 | 94 | 1203.69600 | 1017.48800 |
| e653-d1cf | 46fa-fddb | 1162.25898 | 1149.96708 | 150 | 134 | 1194.06400 | 1016.96800 |
| 339f-311a | 0e38-1b68 | 477.92613 | 483.23345 | 169 | 161 | 1184.94400 | 1016.92140 |
| b929-827a | 2156-aaf9 | 1333.91428 | 1337.92104 | 89 | 90 | 1243.44825 | 1016.21600 |
| b017-654d | 87cd-e1af | 534.98854 | 534.76509 | 101 | 94 | 1223.09610 | 1013.07200 |
| a2c4-87c3 | 462c-25c9 | 1108.69278 | 1113.00190 | 116 | 108 | 1199.21380 | 1012.16800 |
| e396-199f | e818-eb80 | 750.98440 | 749.16860 | 163 | 148 | 1227.55200 | 1011.37644 |
| 44a7-7001 | 5f74-bacb | 583.00089 | 591.68117 | 86 | 81 | 1209.80000 | 1011.19200 |
| 04eb-2680 | 8a53-ce7b | 281.16444 | 287.29308 | 174 | 163 | 1182.18400 | 1008.82400 |
| 3060-3465 | fd43-6db9 | 1037.91322 | 1031.71223 | 66 | 68 | 1166.48000 | 1003.31200 |
| 8fce-2e98 | 78a6-c7ae | 986.00521 | 978.90581 | 187 | 177 | 1050.90400 | 1003.16000 |
| b266-5137 | 635d-e415 | 785.90653 | 792.76696 | 114 | 106 | 1178.57363 | 1002.40800 |
| eaf8-8117 | 7b99-f360 | 579.33544 | 588.74448 | 88 | 85 | 1224.20800 | 1000.85600 |
| 63d7-bcb9 | 2f05-6674 | 1308.71971 | 1304.66120 | 129 | 115 | 1198.04000 | 1000.59317 |
| 330b-4799 | 154b-9c61 | 913.48402 | 897.77439 | 191 | 175 | 1061.44922 | 1000.29600 |
| a57a-290b | 241a-039c | 1507.55867 | 1508.66322 | 108 | 106 | 1125.46068 | 998.79200 |
| f07d-7388 | 44b9-cd00 | 500.91446 | 498.85281 | 137 | 127 | 1212.24800 | 998.21600 |
| bc36-90de | 8ce6-ec7e | 1064.67374 | 1064.79947 | 89 | 87 | 1157.12994 | 997.72000 |
| bc72-2f93 | eb44-35d8 | 949.13325 | 943.02324 | 124 | 111 | 1174.67200 | 997.08800 |
| cdeb-3e80 | 5162-9cb7 | 980.32576 | 978.17199 | 123 | 115 | 1224.07494 | 996.33600 |
| 609c-6373 | e52d-0c2f | 351.90372 | 357.72457 | 129 | 116 | 1194.54400 | 994.83200 |
| 2390-a09a | 5fa9-ecfa | 945.79035 | 952.08656 | 65 | 61 | 1163.66400 | 993.88800 |
| 41ad-3535 | 73db-0558 | 223.20556 | 225.92297 | 95 | 94 | 1215.45600 | 990.95200 |
| 226a-23f9 | b76c-07c8 | 1019.03159 | 1022.11520 | 86 | 81 | 1145.08000 | 990.47577 |
| 25f4-13da | 6865-e897 | 1053.92961 | 1058.49530 | 163 | 156 | 1125.64800 | 989.58400 |
| 5fd7-e886 | 41fa-02ea | 192.34958 | 192.52752 | 203 | 165 | 896.48306 | 986.60800 |
| f15d-a377 | e9d4-9275 | 723.30340 | 734.95242 | 178 | 168 | 1145.74400 | 986.40000 |
| eb67-fd00 | 14aa-46ba | 581.81652 | 581.12052 | 183 | 168 | 989.36000 | 985.72000 |
| d96b-bac7 | 26c1-0e01 | 415.18979 | 413.90248 | 167 | 159 | 1240.37600 | 980.27200 |
| d732-c444 | 0c88-46f5 | 1374.13925 | 1366.87572 | 86 | 79 | 1213.41600 | 980.10653 |
| f1be-5ba4 | ea1b-363d | 445.31054 | 456.86558 | 70 | 66 | 1209.86400 | 978.24800 |
| 1ff3-9bac | e383-a88d | 932.62817 | 933.89911 | 126 | 114 | 1167.87200 | 977.69600 |
| a19d-ecd1 | 69d8-9377 | 306.00892 | 311.97307 | 126 | 117 | 1202.40800 | 977.36000 |
| b8e3-af0e | ce48-3323 | 737.00809 | 736.93529 | 133 | 124 | 1186.37030 | 975.86400 |
| 2449-ff10 | 1d02-5d6f | 590.21994 | 598.00166 | 121 | 112 | 1126.52000 | 972.98148 |
| dd45-eac6 | b9b9-f360 | 644.53961 | 655.61545 | 171 | 155 | 1143.75200 | 971.50062 |
| d859-da76 | 618d-5760 | 882.72785 | 884.61337 | 144 | 135 | 1106.28000 | 971.27200 |
| 0853-347c | 935a-d624 | 1220.98176 | 1219.64712 | 150 | 145 | 1117.90400 | 965.50400 |
| e076-ec7b | 508e-3bb6 | 786.56160 | 796.83432 | 134 | 121 | 1178.89148 | 965.08000 |
| 49d9-93f3 | 36ff-f531 | 580.05049 | 581.89637 | 122 | 111 | 1104.69600 | 963.35200 |
| 5a8d-af1d | bc8c-2dd8 | 598.87810 | 611.52201 | 174 | 162 | 1094.68000 | 960.68000 |
| 7c25-8926 | 627e-d46f | 535.28927 | 532.14968 | 155 | 140 | 1154.44800 | 960.40800 |
| e3a3-6464 | 5b80-821d | 926.54860 | 927.38301 | 96 | 92 | 1195.90400 | 957.92800 |
| 3a77-1c27 | 2240-0a64 | 767.16703 | 761.75969 | 156 | 147 | 1170.67200 | 957.63200 |
| b079-003f | 1a37-b42a | 1109.73926 | 1118.88110 | 179 | 158 | 1194.52352 | 956.50841 |
| 0aa1-ae8d | b6c3-ed02 | 1123.76124 | 1108.64917 | 136 | 124 | 1093.14400 | 954.34400 |
| c07c-85b1 | 1f28-35e5 | 1093.90098 | 1094.65535 | 131 | 124 | 1148.30400 | 952.06400 |
| 24b7-512c | 07fe-f223 | 562.96448 | 561.45602 | 182 | 172 | 1165.50400 | 948.24800 |
| 4df9-792e | 56d2-20a3 | 932.66539 | 925.55855 | 109 | 103 | 1106.29600 | 945.18400 |
| 7009-0536 | cd5e-aa3b | 919.53753 | 918.79524 | 139 | 129 | 1122.24800 | 944.59200 |
| 2c10-0646 | 0254-b7dc | 933.70965 | 935.11810 | 143 | 129 | 1144.36000 | 941.97248 |
| 8148-0e0a | 0254-b7dc | 940.53529 | 935.11810 | 138 | 129 | 1129.04800 | 941.97248 |
| fbc3-a933 | a4f4-f91c | 457.54916 | 466.11275 | 74 | 72 | 1132.51396 | 941.31579 |
| b863-d89e | 92ba-5ba1 | 771.58833 | 772.57556 | 84 | 82 | 1079.37600 | 939.22400 |
| c04b-abda | e807-50c9 | 475.03223 | 478.49946 | 79 | 78 | 1138.15200 | 937.74152 |
| b96a-7156 | 9a11-208c | 1046.02045 | 1052.10730 | 131 | 120 | 1154.10400 | 937.25600 |
| ffc6-c0ad | 95a9-d68f | 1309.94008 | 1304.58336 | 46 | 53 | 1064.40465 | 937.03200 |
| 0b6c-d833 | 9406-5b0e | 1365.17465 | 1366.71137 | 92 | 85 | 1117.65689 | 933.30913 |
| a590-7366 | 9f6b-31e9 | 1512.00087 | 1499.80725 | 98 | 87 | 888.80000 | 931.44800 |
| 1667-7f1a | ffe8-4b5c | 1093.89627 | 1089.41186 | 58 | 56 | 1033.07200 | 931.18329 |
| 3d3d-5302 | 0b3e-b341 | 1863.63749 | 1856.10978 | 68 | 68 | 1028.57600 | 929.69920 |
| 68db-ff1e | ce10-09db | 931.96031 | 932.78138 | 117 | 111 | 1132.99200 | 929.34400 |
| 2f1f-da79 | ce10-09db | 938.29610 | 932.78138 | 119 | 111 | 1139.75200 | 929.34400 |
| 4763-4c56 | b103-5b00 | 650.56610 | 654.98095 | 116 | 110 | 1126.43200 | 923.31200 |
| 9742-8fba | 593e-8dd3 | 1117.78685 | 1118.87503 | 59 | 63 | 1175.04000 | 922.41600 |
| 2e38-f1db | 593e-8dd3 | 1119.19916 | 1118.87503 | 63 | 63 | 1178.76000 | 922.41600 |
| 3aaa-46e6 | 4815-6c93 | 1086.59356 | 1091.76060 | 137 | 133 | 942.65600 | 920.92000 |
| e7d5-8c28 | 6e5c-ef8a | 866.75822 | 875.13586 | 147 | 136 | 1168.33600 | 920.56000 |
| b4bb-53f6 | 6e5c-ef8a | 867.03767 | 875.13586 | 147 | 136 | 1186.68000 | 920.56000 |
| bf10-7121 | a6d3-fa3a | 1066.71061 | 1064.22880 | 115 | 109 | 1119.88000 | 919.87729 |
| 38b3-3ad6 | a6f0-f622 | 632.66370 | 631.11336 | 122 | 115 | 1119.02400 | 916.76800 |
| 83e3-06c7 | 2194-927e | 861.07006 | 863.01336 | 145 | 132 | 1090.53600 | 914.98400 |
| 6d3e-0ae1 | 5b05-c3cc | 237.82073 | 254.26255 | 156 | 143 | 1144.49600 | 913.80800 |
| fa40-b078 | 2ec6-52f7 | 517.04495 | 526.83544 | 157 | 144 | 1069.80000 | 913.57600 |
| 996a-cdeb | 7027-2d99 | 1262.77902 | 1267.13192 | 95 | 90 | 1106.95200 | 912.66400 |
| bcb4-fa3c | fc14-8d89 | 533.62061 | 542.21222 | 126 | 118 | 1078.44000 | 911.47200 |
| 57c3-2928 | d752-dbe4 | 484.99292 | 485.82390 | 65 | 60 | 1158.83820 | 909.49600 |
| cf7a-c3ba | 8d35-16c5 | 266.89472 | 267.68522 | 202 | 180 | 983.60000 | 909.41600 |
| e99b-6291 | 6a4f-bba3 | 680.13981 | 685.73812 | 136 | 120 | 1071.20800 | 908.74400 |
| 966a-30a0 | ed4d-6c41 | 925.14580 | 923.79350 | 95 | 92 | 1096.43738 | 907.16800 |
| b86e-3786 | 0925-bedd | 636.94813 | 634.51678 | 141 | 126 | 1110.57600 | 906.60800 |
| d538-e598 | 8571-2812 | 1018.38814 | 1009.64197 | 114 | 106 | 1088.22400 | 904.32099 |
| 7859-5684 | 05be-6a4d | 1061.98054 | 1050.05314 | 149 | 137 | 1113.36000 | 903.99197 |
| 5f44-e208 | 42e0-f16b | 186.82704 | 186.71394 | 118 | 112 | 1066.38400 | 903.10400 |
| da0d-dcf6 | 8ff9-4945 | 166.90212 | 179.71405 | 143 | 130 | 1019.31200 | 902.67200 |
| 05a1-c834 | f565-64c4 | 618.34685 | 610.89304 | 163 | 150 | 1094.56800 | 901.70479 |
| 48f5-f8ae | 343a-269c | 603.76882 | 611.28222 | 127 | 121 | 1080.10353 | 900.16800 |
| dbb7-2dd8 | 343a-269c | 605.94384 | 611.28222 | 127 | 121 | 1046.04800 | 900.16800 |
| c071-e1e3 | 1c67-8c1e | 988.00348 | 989.75672 | 78 | 70 | 1089.36000 | 899.98400 |
| b431-fdf2 | eee9-9898 | 626.63505 | 625.76028 | 144 | 139 | 1129.37600 | 898.36000 |
| c98c-a925 | db80-e02c | 527.74779 | 531.25271 | 109 | 102 | 1061.21600 | 897.79762 |
| d25e-c2fe | d1bf-d09f | 785.90406 | 784.21398 | 71 | 68 | 1044.44800 | 896.67200 |
| cd83-5f17 | c82d-06dc | 141.62340 | 125.20374 | 190 | 166 | 1087.24000 | 893.81600 |
| 0d51-a69d | 182d-0124 | 842.76594 | 844.76056 | 94 | 87 | 1111.91200 | 892.05600 |
| 018f-ceab | 3865-1d07 | 772.08906 | 768.76594 | 79 | 74 | 1053.49600 | 891.75191 |
| 3b37-e4a7 | 67ec-58de | 273.29197 | 276.55602 | 178 | 163 | 1107.97600 | 890.72000 |
| 09c1-25b0 | 67ec-58de | 279.76971 | 276.55602 | 176 | 163 | 1044.40000 | 890.72000 |
| af73-8922 | 5804-a223 | 475.03574 | 500.11896 | 183 | 170 | 1067.60000 | 890.19430 |
| 1ba7-6d41 | b224-513c | 410.92222 | 412.42123 | 112 | 104 | 1056.53600 | 889.28800 |
| c40c-a1db | b9ae-763f | 961.07286 | 954.60146 | 82 | 79 | 1061.53600 | 887.62400 |
| 91f5-aeb9 | 31d5-5e53 | 1066.43344 | 1059.67382 | 100 | 93 | 1096.39191 | 885.83200 |
| f3c1-de4f | 2023-7e41 | 781.26525 | 789.92119 | 155 | 141 | 1115.60000 | 884.68800 |
| 1b2f-42bc | 9653-ca12 | 1024.85198 | 1027.83968 | 138 | 125 | 959.92800 | 884.56800 |
| 4cd2-0a6e | f376-29cb | 160.75810 | 175.31606 | 135 | 125 | 1038.00800 | 884.16000 |
| 600f-e748 | 41d2-69d7 | 495.98795 | 500.55698 | 102 | 95 | 1062.72000 | 882.79200 |
| a6b8-f380 | ecd4-7994 | 1352.82730 | 1346.06389 | 45 | 40 | 1011.09957 | 882.33813 |
| 9ba4-cbfb | 3dab-d7ca | 646.51128 | 644.10383 | 104 | 93 | 1086.02400 | 882.21600 |
| ff91-6174 | 2a58-900b | 983.85425 | 982.87529 | 114 | 107 | 1089.46400 | 879.54400 |
| b552-fed5 | 9029-e749 | 914.86564 | 914.82345 | 139 | 124 | 1038.19593 | 878.92000 |
| d436-5fa2 | 9029-e749 | 916.69426 | 914.82345 | 134 | 124 | 1107.34400 | 878.92000 |
| 6832-0a66 | fbf5-93ab | 1099.25564 | 1100.60616 | 78 | 70 | 1079.32590 | 877.48000 |
| e891-2190 | e258-490c | 204.83986 | 213.01376 | 88 | 81 | 1046.54400 | 877.24800 |
| 76bf-e6dd | 19dc-77b6 | 591.60983 | 598.56668 | 112 | 102 | 1075.24000 | 876.83200 |
| c818-b933 | ef76-e992 | 887.82862 | 890.97939 | 98 | 94 | 1062.59200 | 875.31200 |
| 86fa-1561 | bb9f-1c60 | 1524.85260 | 1535.96461 | 152 | 143 | 983.06340 | 874.69600 |
| 6c4f-c791 | 92e5-1c77 | 1008.88233 | 1009.14964 | 127 | 119 | 1017.65600 | 874.00000 |
| 7f33-e978 | 052f-52c4 | 325.05825 | 334.81242 | 111 | 107 | 1055.33600 | 871.86995 |
| 68de-ab98 | af9a-0a14 | 1248.62509 | 1249.11704 | 127 | 115 | 1085.80000 | 867.68000 |
| 38ad-ee01 | 011a-79ea | 645.93933 | 646.66417 | 119 | 111 | 1081.21600 | 865.65660 |
| 7a3e-98bc | 3279-3270 | 371.91902 | 379.79278 | 123 | 120 | 1041.04000 | 865.51200 |
| 1183-e510 | 1245-20a4 | 564.70454 | 576.72927 | 88 | 85 | 1025.62400 | 857.92000 |
| d394-a086 | 65ea-e109 | 794.67751 | 792.08977 | 108 | 102 | 1018.36000 | 857.86400 |
| 47c9-3812 | e851-261a | 338.04584 | 344.84596 | 46 | 49 | 989.48800 | 854.16800 |
| a9aa-f11d | 9b91-e72c | 872.56544 | 872.68446 | 126 | 122 | 1028.33600 | 847.75200 |
| bd5f-5c19 | 7d51-92e3 | 1091.12935 | 1100.91515 | 80 | 78 | 1069.21600 | 847.47200 |
| 1de5-ef84 | e8c8-4a30 | 479.08744 | 482.63946 | 142 | 130 | 1051.37262 | 844.16800 |
| 913a-c6f8 | 672e-4c11 | 271.86846 | 268.99094 | 177 | 161 | 904.96000 | 841.52800 |
| 1733-8f79 | cc50-72aa | 361.63449 | 363.99694 | 121 | 112 | 1009.59200 | 839.83200 |
| e95a-9938 | 3318-5984 | 711.66028 | 710.58549 | 126 | 117 | 954.91200 | 838.37600 |
| e277-1636 | 9a1f-8862 | 1023.70843 | 1023.04707 | 106 | 100 | 1005.61600 | 836.96000 |
| 42d0-5b0e | 8def-add5 | 589.61736 | 597.62806 | 148 | 130 | 1057.55200 | 836.34400 |
| 0543-193f | 3bbc-1b17 | 907.50348 | 911.88466 | 89 | 87 | 1008.80000 | 836.22899 |
| 610c-589e | c22b-f889 | 933.63625 | 933.70666 | 81 | 78 | 1056.00800 | 835.10400 |
| 50d9-0910 | c22b-f889 | 936.66229 | 933.70666 | 80 | 78 | 1038.36999 | 835.10400 |
| 037f-12bd | c749-432a | 1114.56748 | 1110.14984 | 112 | 103 | 1023.03094 | 833.71905 |
| c824-da63 | 27b0-1198 | 529.91413 | 528.26853 | 61 | 62 | 1054.40800 | 832.86730 |
| 69b0-4a09 | ba17-3ed4 | 1190.23124 | 1190.60244 | 103 | 92 | 1091.25890 | 832.15200 |
| c1ac-1eb4 | 3d7a-4020 | 839.11428 | 842.13920 | 126 | 114 | 1026.68800 | 828.96800 |
| e73a-7701 | efe7-d659 | 717.32414 | 722.61830 | 129 | 121 | 988.16800 | 828.94400 |
| 28d2-d02f | b639-a483 | 648.78479 | 640.60307 | 153 | 139 | 1009.88000 | 828.76000 |
| 9253-1388 | b29b-dd5f | 847.88374 | 848.03600 | 107 | 102 | 1094.51200 | 827.18400 |
| a1b4-140e | b29b-dd5f | 849.62161 | 848.03600 | 110 | 102 | 979.68000 | 827.18400 |
| b30f-938f | c881-69b4 | 940.85486 | 946.75550 | 105 | 97 | 1035.24000 | 825.83285 |
| 6d75-2caa | d32b-8bbd | 861.11162 | 855.78369 | 102 | 96 | 1005.18400 | 823.20000 |
| fec3-00d6 | dae6-a12d | 695.82402 | 702.63937 | 73 | 70 | 1000.25600 | 820.64991 |
| 85f6-9391 | bb69-4684 | 1137.16289 | 1128.82172 | 74 | 68 | 997.31200 | 813.92800 |
| 3680-6fea | 4ef1-7761 | 791.70812 | 791.39308 | 101 | 92 | 968.82400 | 813.85600 |
| 2379-89c5 | 1fc5-6644 | 678.21374 | 684.11826 | 145 | 133 | 900.55200 | 813.14400 |
| 2f44-ec84 | 5cdb-e0cd | 967.78205 | 981.83060 | 136 | 129 | 873.50400 | 811.85470 |
| 69f4-5c79 | 5cdb-e0cd | 983.29395 | 981.83060 | 139 | 129 | 1024.36800 | 811.85470 |
| 7d5f-c74b | a28b-3c46 | 346.76488 | 355.93718 | 106 | 98 | 1049.36505 | 811.24000 |
| 520d-ab9d | dcb0-eb4d | 343.82157 | 345.69382 | 119 | 109 | 985.74155 | 808.00800 |
| 423f-6f5d | fea7-1acf | 822.38988 | 823.75711 | 131 | 119 | 1046.56800 | 803.25600 |
| fc81-979e | 6f0d-5676 | 988.57094 | 990.09737 | 117 | 105 | 989.52000 | 800.73600 |
| 10ef-e212 | 6c7b-54b4 | 807.73089 | 813.51259 | 176 | 172 | 1032.85892 | 799.52000 |
| 359e-7b44 | 40af-fd8a | 999.08316 | 1004.21844 | 64 | 61 | 1046.24000 | 796.97600 |
| c60a-ccbc | 7e53-0965 | 377.76088 | 388.15208 | 188 | 171 | 1093.88242 | 795.61600 |
| aec3-9ad9 | 7e53-0965 | 383.80343 | 388.15208 | 188 | 171 | 1006.19200 | 795.61600 |
| db21-7ca5 | 89f0-0c34 | 1601.94385 | 1601.43307 | 89 | 92 | 1117.07200 | 795.22400 |
| e41a-fd3c | 2548-b581 | 566.75229 | 575.93800 | 159 | 135 | 996.21600 | 794.84800 |
| a21b-a0ea | 2548-b581 | 574.20987 | 575.93800 | 152 | 135 | 938.56800 | 794.84800 |
| e78b-3e6b | 337d-73e6 | 225.41661 | 232.91231 | 85 | 80 | 989.57600 | 793.55200 |
| 5723-b270 | 60da-d039 | 371.74001 | 373.79413 | 105 | 95 | 1038.90503 | 791.41600 |
| c9e2-5db9 | a980-a427 | 777.02676 | 777.59296 | 102 | 99 | 1017.40800 | 791.08800 |
| cbd4-2743 | 557b-4898 | 995.95501 | 997.64688 | 116 | 108 | 970.19200 | 790.26400 |
| afa5-92f8 | 30bd-a0ff | 276.01372 | 284.06941 | 134 | 123 | 989.08000 | 789.74400 |
| 87c1-0893 | 7ca2-2063 | 558.23179 | 557.15296 | 76 | 73 | 962.61600 | 788.76800 |
| e498-dd85 | 490f-70e8 | 709.06354 | 715.53154 | 90 | 84 | 989.78400 | 787.56800 |
| 99a6-6772 | 238d-5fcf | 640.75031 | 643.19793 | 129 | 121 | 998.06400 | 784.05600 |
| 6aa3-ebc0 | f82b-94e3 | 321.64618 | 331.02868 | 87 | 84 | 1040.88000 | 783.44800 |
| fd75-1ae4 | 1e4b-f63a | 212.11404 | 219.27620 | 93 | 86 | 1012.44000 | 779.04800 |
| 5469-0304 | b32b-9927 | 677.03369 | 684.84466 | 91 | 89 | 981.81600 | 777.14400 |
| f026-99ab | 79f1-c6f6 | 1072.50045 | 1067.95343 | 54 | 48 | 1078.97600 | 776.70400 |
| 1860-8ce9 | 6079-85b9 | 970.98251 | 971.69257 | 72 | 65 | 1028.39200 | 775.32800 |
| ce32-ad10 | ac86-a3d8 | 806.68988 | 813.19448 | 134 | 129 | 980.59200 | 774.53600 |
| c728-0e7b | e6f2-aded | 721.97396 | 723.61858 | 80 | 80 | 986.18296 | 773.72000 |
| 69d7-0799 | 4e1f-aa36 | 765.78308 | 764.93991 | 97 | 90 | 987.17600 | 773.52000 |
| 5f29-1ca0 | fff8-881c | 561.79561 | 563.67297 | 103 | 96 | 970.75200 | 773.20800 |
| 8abc-67d7 | 6a8c-1e1b | 974.59786 | 975.69896 | 92 | 90 | 991.72000 | 769.25600 |
| 7da2-a1c5 | bc12-2f7e | 500.64616 | 504.89053 | 125 | 116 | 1019.53200 | 766.27200 |
| d7e1-f23d | cb57-2b0d | 895.14880 | 891.66372 | 72 | 67 | 987.56000 | 766.12800 |
| a6f4-4ff0 | d9fb-ae88 | 974.60183 | 973.66012 | 107 | 101 | 944.76000 | 765.67200 |
| 6f80-309a | e9ee-5008 | 593.84979 | 595.05183 | 121 | 117 | 904.84800 | 760.08241 |
| f9e9-f4d6 | 4e6d-012e | 841.77356 | 841.73089 | 98 | 90 | 1020.34400 | 760.00000 |
| 9716-f4ee | 9c18-2d05 | 850.04862 | 841.04567 | 182 | 156 | 994.83200 | 759.17600 |
| cf71-0d2d | 0ddd-b55e | 468.92478 | 478.10198 | 69 | 67 | 1017.96128 | 758.95200 |
| 100d-2cea | 37af-7f93 | 810.65404 | 813.64106 | 124 | 113 | 919.60000 | 757.72800 |
| 395b-22cd | 3bbf-c342 | 529.79166 | 535.85950 | 91 | 88 | 944.41998 | 754.74400 |
| 1389-e652 | 41bf-ae49 | 219.91238 | 234.18144 | 127 | 117 | 871.03200 | 753.58400 |
| 82ce-8825 | 23c7-f488 | 774.10524 | 781.12484 | 128 | 122 | 984.88800 | 753.11200 |
| dafa-1a8e | a8da-43e1 | 522.00325 | 520.96096 | 91 | 84 | 954.33600 | 752.37600 |
| eb33-e00e | 2efc-64bb | 1575.28545 | 1573.90700 | 70 | 66 | 924.68800 | 752.16800 |
| ab18-5246 | 2efc-64bb | 1577.75670 | 1573.90700 | 66 | 66 | 974.32000 | 752.16800 |
| 546b-3266 | 15b6-d40a | 1251.89024 | 1255.60255 | 35 | 36 | 885.61600 | 751.31200 |
| 9e94-5f27 | 707d-8f2d | 1030.59759 | 1030.54103 | 107 | 100 | 952.74845 | 749.98780 |
| fe80-6d03 | fdb1-0ba7 | 609.24956 | 617.86691 | 85 | 79 | 979.45600 | 749.68800 |
| 53b8-956d | 2ba5-3340 | 808.62317 | 806.32976 | 76 | 72 | 931.61557 | 746.81255 |
| 503e-c811 | 48c3-a349 | 765.61312 | 772.50420 | 90 | 86 | 951.11200 | 745.57600 |
| eb7e-b954 | 7802-c864 | 716.71789 | 721.09426 | 63 | 61 | 950.79750 | 745.12795 |
| 7a7b-6d6e | 0d13-1c76 | 1429.66295 | 1429.66353 | 59 | 58 | 893.67200 | 744.83200 |
| 92d2-29cb | c118-6638 | 121.16463 | 128.05256 | 77 | 68 | 975.95554 | 744.34400 |
| c2de-a7e9 | c3c2-fc04 | 1237.84462 | 1237.65708 | 84 | 77 | 977.80800 | 743.94400 |
| 4df3-c897 | f768-517e | 578.22918 | 587.88074 | 49 | 47 | 901.36532 | 743.65600 |
| de18-5b09 | b3d6-057a | 443.77042 | 454.96840 | 58 | 56 | 981.95200 | 743.56800 |
| 1ea1-d761 | d83f-9d95 | 405.02773 | 394.48007 | 168 | 151 | 971.32000 | 743.32800 |
| 7f46-21c7 | 02a4-0810 | 967.67789 | 973.81444 | 88 | 84 | 930.31200 | 743.07200 |
| e65b-8386 | f1a7-89e2 | 1247.91082 | 1252.43700 | 98 | 90 | 881.37600 | 742.06400 |
| 9fe0-3e55 | dd04-8a2d | 503.89244 | 507.69897 | 108 | 102 | 908.24800 | 741.37600 |
| 2914-8a8f | 861c-ae9d | 662.76041 | 661.79117 | 152 | 138 | 1009.48000 | 740.54181 |
| f235-a316 | 6f9c-4e86 | 918.65804 | 919.73328 | 100 | 94 | 925.69600 | 739.82567 |
| 2dbb-2329 | 31e6-3990 | 592.82152 | 596.45488 | 91 | 85 | 916.37954 | 739.63200 |
| cb36-562a | deb5-d573 | 687.86987 | 690.18729 | 122 | 113 | 978.33993 | 738.18400 |
| 2f3f-a326 | 0f42-b1ff | 102.58207 | 109.25803 | 100 | 94 | 920.81600 | 737.70400 |
| 3602-7825 | e2ec-b008 | 150.18360 | 161.90515 | 103 | 99 | 988.88800 | 734.82400 |
| d94d-7e16 | a9b0-6193 | 1044.95782 | 1038.66353 | 38 | 35 | 879.67200 | 734.44800 |
| 1162-cd15 | 99f4-1cd3 | 974.63661 | 976.70277 | 91 | 87 | 925.05600 | 733.43200 |
| dfab-1767 | 1a0b-4705 | 1198.64821 | 1191.65331 | 101 | 92 | 970.79200 | 732.53600 |
| 931e-2cab | b04b-ec7f | 969.24701 | 961.73269 | 115 | 104 | 894.17903 | 731.85600 |
| d3a1-2153 | 391d-dffe | 542.59050 | 569.06668 | 196 | 181 | 901.47096 | 731.13556 |
| ce32-7a54 | b8d9-78bb | 635.81956 | 642.67831 | 84 | 81 | 955.32800 | 727.97600 |
| a7fe-18b3 | f8be-7eba | 1219.44546 | 1219.64012 | 91 | 86 | 924.32800 | 726.68020 |
| 90ad-298a | 094e-b651 | 303.38491 | 318.42148 | 106 | 100 | 910.42400 | 726.22400 |
| 1619-db45 | c656-d11d | 576.99785 | 583.73288 | 124 | 108 | 912.72000 | 722.77838 |
| 1ce6-fa31 | 76a1-a455 | 946.56352 | 940.79626 | 92 | 87 | 938.08593 | 721.32000 |
| f168-f583 | eb4c-04ac | 427.96755 | 437.21708 | 89 | 87 | 894.92000 | 721.20000 |
| 9958-a7aa | c232-2bbb | 834.94134 | 842.45219 | 100 | 97 | 920.07200 | 720.16800 |
| 50cb-f798 | 5565-3df7 | 358.43538 | 364.11030 | 120 | 115 | 918.60800 | 717.66400 |
| fd88-7b2c | d116-d6c6 | 264.72525 | 273.85013 | 134 | 128 | 833.04319 | 717.55200 |
| c0c6-8f3b | bf06-424b | 501.14547 | 507.83644 | 52 | 51 | 930.66400 | 716.75200 |
| 77bf-f651 | 3b72-9557 | 1162.87998 | 1162.26312 | 85 | 78 | 952.52800 | 716.20350 |
| 2556-16aa | d214-046b | 1037.08666 | 1030.55861 | 115 | 105 | 926.71220 | 713.07200 |
| 36da-4d64 | ede9-ae8b | 967.71561 | 954.25522 | 128 | 114 | 880.11095 | 707.56800 |
| 3c73-a97e | 93ab-e5da | 749.85728 | 755.02522 | 95 | 93 | 883.20000 | 704.85600 |
| e926-fa82 | 1387-5e76 | 323.09773 | 336.11435 | 73 | 71 | 892.04800 | 704.61600 |
| 724d-e422 | 218f-95c7 | 1086.51843 | 1098.08014 | 92 | 88 | 901.04000 | 704.13600 |
| 1214-0562 | b964-26df | 357.12545 | 366.10221 | 128 | 120 | 951.60000 | 702.99200 |
| 4c9a-b17a | 3e1a-4ca1 | 1079.84866 | 1077.81179 | 86 | 80 | 829.21600 | 702.51200 |
| 61d2-28c0 | cdc3-0437 | 778.06760 | 782.32696 | 107 | 104 | 896.43200 | 700.75200 |
| a213-7253 | e11a-c633 | 408.19074 | 409.30179 | 116 | 109 | 963.60715 | 700.35200 |
| 2653-9184 | b38e-7722 | 1060.03068 | 1059.51855 | 107 | 95 | 867.34702 | 699.58400 |
| 0d41-ce6b | fd43-d104 | 876.71622 | 872.65550 | 99 | 91 | 882.05059 | 698.35200 |
| 4894-ca69 | c4a9-7f6d | 575.92557 | 582.56360 | 105 | 98 | 898.96271 | 697.72573 |
| 6158-a19d | 8405-c6b3 | 737.07583 | 736.62942 | 92 | 86 | 912.89992 | 696.67200 |
| 62c3-6ad6 | 90dd-5c2e | 932.05865 | 926.70368 | 82 | 77 | 871.96000 | 694.65600 |
| 4520-c7d0 | bb20-fcae | 226.15406 | 239.70439 | 131 | 124 | 921.28800 | 694.43200 |
| 29f5-5093 | bb20-fcae | 244.14297 | 239.70439 | 128 | 124 | 855.92800 | 694.43200 |
| 812a-7746 | 3ee6-0324 | 1151.22110 | 1149.37459 | 69 | 63 | 913.04000 | 692.48536 |
| a9a5-d2c7 | fbd7-b732 | 1180.59958 | 1184.60735 | 108 | 101 | 928.92000 | 691.78400 |
| 3eef-0d84 | a8c4-2c40 | 1204.65485 | 1203.89692 | 84 | 78 | 903.14400 | 691.11200 |
| 98b3-86b1 | a19e-25d2 | 1602.55744 | 1590.86872 | 75 | 78 | 1036.54037 | 689.84000 |
| b7e6-453f | a19e-25d2 | 1606.18956 | 1590.86872 | 83 | 78 | 932.76000 | 689.84000 |
| c0b1-6321 | 2fca-a37c | 956.16029 | 954.69670 | 101 | 97 | 913.92800 | 688.93600 |
| 33b3-7239 | 7c7e-6b1f | 130.14608 | 142.59277 | 86 | 80 | 862.76000 | 687.15200 |
| 9a00-db55 | 7c7e-6b1f | 136.72672 | 142.59277 | 88 | 80 | 912.96000 | 687.15200 |
| 0e47-46fb | 218a-8afc | 982.62102 | 983.75560 | 104 | 92 | 908.50400 | 686.57600 |
| f124-b606 | 9d0f-d704 | 1572.85046 | 1559.79817 | 31 | 40 | 835.88000 | 684.81600 |
| a587-ad2b | a3d8-5f53 | 554.06002 | 555.87183 | 70 | 69 | 865.15742 | 683.51200 |
| 06ff-4184 | 93f9-6b1d | 718.35943 | 718.68792 | 79 | 75 | 894.02400 | 683.18140 |
| 4c32-f19b | e4ef-507a | 668.00610 | 673.70693 | 81 | 75 | 898.37414 | 681.00800 |
| 58ce-d4c4 | 4c84-6166 | 268.72407 | 279.26159 | 110 | 100 | 875.86400 | 678.90400 |
| 9093-dbcc | e5c0-1130 | 178.02524 | 191.76762 | 90 | 83 | 865.91200 | 678.61600 |
| 2f69-6ae9 | ed12-29c2 | 1284.32608 | 1291.64838 | 126 | 112 | 760.49822 | 677.39584 |
| 596c-797b | 76ce-6502 | 167.15560 | 175.36242 | 120 | 112 | 970.66400 | 677.23200 |
| d62c-0f67 | b8cd-7fbf | 159.73591 | 172.90780 | 112 | 101 | 867.07200 | 677.10742 |
| 726a-5aa0 | 5cbf-47d0 | 710.92602 | 712.39135 | 43 | 43 | 839.20000 | 677.04832 |
| 5284-c98e | 14bd-8e85 | 1192.67986 | 1188.86135 | 96 | 88 | 888.66400 | 673.26782 |
| d7a0-1c72 | 5b8b-3c0d | 1028.45237 | 1031.49339 | 58 | 58 | 926.20533 | 672.59200 |
| 7799-8af9 | 4e46-87dc | 800.82799 | 805.83994 | 114 | 111 | 667.35200 | 671.99200 |
| 7836-2ba1 | 4e46-87dc | 813.92510 | 805.83994 | 119 | 111 | 858.47200 | 671.99200 |
| b7b3-17b4 | 4116-8092 | 1377.63182 | 1371.66978 | 82 | 79 | 805.87200 | 670.83500 |
| 7b2a-42ef | 7024-e106 | 1050.74458 | 1047.93433 | 97 | 92 | 872.98583 | 670.25568 |
| 3e28-ba1b | eeb7-6a51 | 1081.66211 | 1081.18579 | 88 | 76 | 802.54293 | 667.13600 |
| 40f2-86ac | b5ad-bbfc | 63.26385 | 59.72341 | 72 | 66 | 842.56800 | 666.51200 |
| 6ddd-4e3e | 9939-37f9 | 354.73920 | 365.71449 | 85 | 83 | 883.53144 | 665.82400 |
| f7bf-c92e | 4fa8-290d | 967.77233 | 968.59154 | 68 | 69 | 879.13845 | 663.60000 |
| 4664-f1bf | 4fa8-290d | 967.86030 | 968.59154 | 68 | 69 | 846.39200 | 663.60000 |
| d3d2-6af2 | a0fc-4977 | 331.71779 | 343.99529 | 151 | 135 | 911.23200 | 662.71419 |
| 2730-c579 | af37-383b | 706.39501 | 709.68366 | 79 | 76 | 862.51585 | 661.00800 |
| 60a8-9f87 | 6825-3cb4 | 1045.83064 | 1048.78049 | 94 | 86 | 828.61234 | 657.33502 |
| ffa1-8216 | f487-1b65 | 861.29207 | 870.56517 | 62 | 59 | 881.25600 | 653.30325 |
| 76c8-3569 | 1d93-6228 | 1149.92528 | 1143.87520 | 66 | 62 | 844.33600 | 652.12800 |
| 5476-d484 | 2f72-991e | 624.75198 | 625.23383 | 103 | 99 | 886.37126 | 650.88800 |
| ce75-6d84 | 920c-e325 | 582.10426 | 582.85352 | 66 | 62 | 889.46918 | 650.69300 |
| 06f2-64e4 | eebe-197e | 992.90289 | 988.72622 | 79 | 72 | 885.74400 | 648.50400 |
| 7d95-cc6f | 90a3-488b | 180.01171 | 197.06110 | 130 | 111 | 695.48800 | 647.36000 |
| f688-7877 | 77bb-b4e6 | 812.35566 | 813.67051 | 67 | 65 | 877.64800 | 646.58400 |
| 1418-863c | 019e-ff8d | 577.92380 | 583.04359 | 68 | 67 | 857.54400 | 645.16800 |
| f81a-7079 | 5516-ddb7 | 1461.06005 | 1452.84287 | 102 | 96 | 711.76000 | 645.01600 |
| cda1-e3b9 | 31f9-d731 | 1009.45669 | 1006.70089 | 109 | 105 | 774.70400 | 644.41600 |
| 9fa1-fb4c | 1bf3-4a84 | 835.10567 | 834.92940 | 64 | 60 | 899.40800 | 640.58400 |
| 5ce8-4886 | cb55-f3d6 | 1063.87155 | 1063.83060 | 90 | 87 | 685.26962 | 639.96000 |
| babd-6906 | f16d-d32e | 1177.07323 | 1177.33028 | 79 | 68 | 889.03888 | 639.53600 |
| 8fda-f48d | e371-c6c5 | 785.75274 | 785.04193 | 84 | 76 | 835.06315 | 638.82137 |
| 04ec-253b | 8ad9-5ff9 | 255.83432 | 264.23302 | 100 | 94 | 854.57600 | 638.15200 |
| c6d2-9abb | 6643-0154 | 611.82318 | 607.94925 | 118 | 112 | 861.48800 | 637.95200 |
| 4dd1-783a | ff65-c175 | 386.20394 | 390.30473 | 94 | 84 | 840.55200 | 632.97600 |
| 87ba-cfe9 | 7bb5-57cd | 1214.59130 | 1210.62769 | 76 | 73 | 816.80800 | 631.94400 |
| 716a-a65a | a841-4c2e | 617.09997 | 625.75303 | 131 | 124 | 912.51200 | 631.85600 |
| ca1e-a7ff | 5e52-bdaf | 742.26330 | 746.01071 | 98 | 89 | 881.88800 | 629.32000 |
| 2a6c-622b | 3e4f-d833 | 412.90931 | 421.73567 | 111 | 102 | 852.07234 | 629.26400 |
| efd9-717e | 9c97-c9d8 | 898.71998 | 898.79731 | 95 | 89 | 888.86960 | 628.04000 |
| 1963-2e1b | 37da-b1ab | 467.69679 | 471.65030 | 132 | 123 | 874.67706 | 627.27200 |
| 4799-3e14 | e12d-1bcb | 559.77491 | 560.83538 | 85 | 77 | 790.40800 | 626.55200 |
| 1ad0-663f | 1921-5bfe | 1111.38822 | 1111.78985 | 81 | 76 | 794.29600 | 625.10400 |
| 3971-8b64 | 6421-2326 | 745.06263 | 751.85668 | 61 | 57 | 836.81613 | 623.61600 |
| ef51-c27a | 2a14-6acd | 119.25000 | 127.58503 | 115 | 102 | 858.15200 | 622.21600 |
| 6ed5-314f | 2053-8a4c | 1042.26184 | 1037.94589 | 60 | 57 | 841.93600 | 619.61600 |
| 5e31-0ab6 | dbca-13f8 | 767.96366 | 771.61738 | 63 | 61 | 838.36800 | 618.58400 |
| 406e-c3dd | b490-f288 | 470.66184 | 483.86437 | 114 | 108 | 728.15200 | 618.37600 |
| d3d6-31ec | 0a51-01a4 | 411.91550 | 416.94905 | 96 | 93 | 866.98400 | 617.53600 |
| da40-b384 | 6cd4-8eaa | 1100.04748 | 1094.89744 | 75 | 72 | 828.62400 | 616.76800 |
| e562-f178 | 8354-581f | 232.46588 | 235.56574 | 100 | 96 | 769.40800 | 614.82400 |
| 9341-6833 | 109a-913a | 435.82769 | 435.65938 | 92 | 85 | 868.15502 | 611.29600 |
| fc07-d87c | 39b1-2db0 | 1003.17110 | 998.51218 | 93 | 82 | 809.23440 | 608.76000 |
| efae-f772 | 79e7-5e2b | 395.03154 | 399.94084 | 94 | 89 | 815.16800 | 608.05600 |
| 522b-0613 | 3d90-90c0 | 704.98785 | 708.77207 | 51 | 47 | 823.13600 | 607.96000 |
| b5bd-05e7 | b16c-e1e6 | 676.08979 | 670.82722 | 96 | 86 | 764.45600 | 606.95905 |
| e78e-eaf8 | 6681-1688 | 241.11767 | 243.15973 | 141 | 128 | 856.70400 | 605.73426 |
| 64a7-72db | af3a-f4bc | 694.60512 | 695.59191 | 78 | 74 | 804.56724 | 604.80000 |
| ca3a-900a | e025-6b86 | 969.38796 | 967.27549 | 101 | 91 | 824.52800 | 604.75200 |
| 081a-b7e1 | ce5a-40d3 | 344.49624 | 344.64584 | 48 | 47 | 846.94400 | 603.63200 |
| 58fb-2fa3 | 3f18-05ce | 1320.83851 | 1320.80036 | 77 | 80 | 763.98400 | 603.47915 |
| a4c7-d38e | 7019-2579 | 316.61726 | 326.02137 | 66 | 61 | 845.69600 | 602.97600 |
| a237-18dd | ee31-4e45 | 612.45045 | 619.69039 | 109 | 101 | 731.17600 | 602.53600 |
| 41e8-7bfc | aa0f-75f3 | 1821.93225 | 1810.55814 | 57 | 55 | 905.64000 | 601.99200 |
| 69cc-ce26 | a0a3-44fb | 771.91970 | 772.41669 | 75 | 70 | 850.46182 | 601.40800 |
| dadf-aa40 | 2ce3-1c07 | 264.76124 | 266.81573 | 90 | 85 | 805.04000 | 601.17600 |
| d6d2-b2cf | 87cd-1344 | 429.71157 | 434.17424 | 98 | 93 | 774.72000 | 598.19200 |
| d505-47ad | 8ed4-e4f0 | 710.23347 | 714.60273 | 82 | 78 | 777.16800 | 595.65600 |
| 52e0-3d64 | 3d05-93b6 | 582.61736 | 592.88644 | 108 | 98 | 847.52800 | 594.15262 |
| 2688-eb05 | 3d05-93b6 | 596.87683 | 592.88644 | 106 | 98 | 804.71200 | 594.15262 |
| 18dd-e088 | 4b60-ce58 | 1040.73997 | 1039.73845 | 66 | 62 | 799.56000 | 593.84800 |
| eb6b-50fc | 4cce-8d5a | 377.73652 | 380.13759 | 100 | 88 | 827.00727 | 592.42400 |
| 28cd-406e | 1c72-d43a | 660.99959 | 661.15457 | 63 | 59 | 832.20800 | 589.32800 |
| 023d-17c5 | a9d8-9df7 | 595.72409 | 597.66833 | 123 | 116 | 755.66400 | 581.23095 |
| 0e2d-4c77 | 1246-2268 | 891.63541 | 898.62108 | 80 | 78 | 829.32797 | 579.76000 |
| 3992-a066 | c15a-8061 | 1277.01064 | 1276.62650 | 83 | 78 | 800.75200 | 578.59200 |
| 4924-3e76 | a83e-8a3f | 827.63685 | 828.90587 | 80 | 76 | 814.41600 | 578.24800 |
| 7167-a4dc | fc0d-06bd | 499.66476 | 507.80951 | 63 | 60 | 794.12800 | 578.12800 |
| da55-8fd1 | 9a20-3813 | 632.78578 | 631.67894 | 71 | 68 | 770.66400 | 575.03200 |
| 1c19-fafb | 9293-e790 | 961.71263 | 950.03053 | 84 | 80 | 805.76000 | 573.97600 |
| f871-988a | 4c26-38a6 | 533.06870 | 534.73674 | 87 | 81 | 828.77732 | 573.68800 |
| c4ee-caf1 | c63c-1297 | 957.58516 | 953.56770 | 108 | 103 | 837.05600 | 573.36204 |
| 117a-5a5d | c63c-1297 | 957.79252 | 953.56770 | 116 | 103 | 743.79200 | 573.36204 |
| 8514-9168 | a789-cdef | 703.07227 | 702.65466 | 65 | 62 | 784.26400 | 572.74400 |
| 9aca-5908 | 5919-f50a | 968.72696 | 967.66436 | 55 | 56 | 744.64800 | 571.34400 |
| 5bb6-005e | bf46-c17d | 719.70334 | 722.65595 | 84 | 81 | 795.54196 | 570.40800 |
| b484-fd55 | 400c-941a | 811.83690 | 826.98976 | 102 | 89 | 701.84800 | 569.16000 |
| 2221-4f1c | 400c-941a | 820.98986 | 826.98976 | 89 | 89 | 768.69600 | 569.16000 |
| e91d-7e4e | a220-38f0 | 440.08934 | 449.63309 | 63 | 61 | 757.74027 | 568.36800 |
| 5f10-2732 | 795c-5ebb | 744.42699 | 744.71985 | 81 | 75 | 731.75200 | 568.01600 |
| b95d-8d0d | 65bc-1a6a | 663.06306 | 667.83359 | 57 | 53 | 826.36800 | 566.74400 |
| 42f3-e5dc | 15b0-c4b6 | 1112.74375 | 1109.26720 | 42 | 47 | 769.60000 | 563.64800 |
| 0657-b54f | 3fd6-fa05 | 659.89244 | 662.69506 | 100 | 101 | 728.19200 | 559.11200 |
| 403c-4b18 | 0720-6d0b | 1753.40337 | 1761.74243 | 38 | 40 | 787.02400 | 557.00800 |
| b8cb-23be | 4963-3b9a | 524.86003 | 536.23966 | 109 | 105 | 835.16000 | 556.08200 |
| 3856-8259 | e4a1-e8cc | 1023.87080 | 1029.11777 | 91 | 88 | 733.31200 | 555.86764 |
| b5d6-0915 | ac1e-5c36 | 989.03495 | 988.81740 | 69 | 66 | 773.20215 | 554.50400 |
| 1c4a-087d | 125e-9cce | 668.92648 | 680.99111 | 88 | 80 | 687.57600 | 553.14400 |
| 44cc-7cae | 125e-9cce | 673.08223 | 680.99111 | 85 | 80 | 751.62400 | 553.14400 |
| dd44-be56 | 72d5-2ce5 | 67.76620 | 78.91968 | 63 | 60 | 735.14400 | 552.71200 |
| f716-b1bc | 8ee1-052a | 1174.56733 | 1171.73328 | 65 | 63 | 744.44800 | 551.83200 |
| 1345-ce22 | 3d0e-35d5 | 721.94788 | 722.51691 | 87 | 80 | 759.61600 | 551.82400 |
| 3432-0190 | 9ec8-0e9a | 672.99075 | 674.20932 | 32 | 31 | 754.15437 | 550.39583 |
| e1c2-e631 | 27d5-1cd7 | 522.03706 | 522.78852 | 68 | 65 | 799.40800 | 549.04000 |
| 30c7-bfcc | 502a-2eb7 | 598.67343 | 606.80987 | 103 | 95 | 777.28000 | 547.72800 |
| 5166-1836 | 502a-2eb7 | 610.87123 | 606.80987 | 106 | 95 | 688.35200 | 547.72800 |
| 67be-95c7 | e759-0993 | 275.06362 | 280.74247 | 88 | 86 | 783.37600 | 547.18400 |
| ecb5-08d6 | 30f9-27a9 | 550.19044 | 549.78640 | 87 | 79 | 649.32000 | 546.02400 |
| 824e-53f2 | f1d4-13ad | 674.61359 | 681.04470 | 70 | 70 | 792.31175 | 545.28800 |
| 1d86-2123 | 0850-bff9 | 317.57485 | 327.00608 | 107 | 101 | 804.08800 | 544.52800 |
| 68f0-06d7 | 1e81-539d | 116.67296 | 118.76448 | 87 | 78 | 777.67200 | 544.37600 |
| 4f44-fd0b | e35c-caaa | 643.64024 | 641.68058 | 140 | 128 | 823.74400 | 543.74601 |
| cf89-e361 | e35c-caaa | 644.63861 | 641.68058 | 132 | 128 | 782.26400 | 543.74601 |
| c73a-2138 | 0d5b-5abc | 311.64044 | 320.80030 | 51 | 53 | 802.13600 | 537.82400 |
| 3f86-812b | 33ee-3b55 | 643.56394 | 649.93149 | 122 | 100 | 738.11200 | 537.15200 |
| d9d6-b744 | 5b92-9186 | 1107.91685 | 1107.82964 | 58 | 53 | 722.77429 | 534.85600 |
| 340d-40f9 | 90d4-b223 | 435.62760 | 436.74060 | 95 | 81 | 680.30400 | 533.85655 |
| 9e37-de57 | 77a2-2ee2 | 568.87799 | 569.75542 | 64 | 59 | 735.77600 | 533.20000 |
| 0a16-a8c0 | b8f2-4242 | 904.61046 | 912.57061 | 106 | 93 | 621.84000 | 533.19126 |
| 269e-222b | a13a-b15c | 1149.94263 | 1146.11222 | 81 | 80 | 667.68800 | 531.74400 |
| bcaf-57bc | 4804-84e3 | 294.16709 | 296.56113 | 81 | 76 | 685.54400 | 531.03200 |
| f393-4f11 | 0534-1d71 | 1121.65501 | 1122.18767 | 71 | 66 | 765.83200 | 529.26400 |
| 7865-b4b4 | 9914-e87b | 709.36837 | 712.30765 | 79 | 75 | 754.48800 | 526.23635 |
| 5ac2-612e | dc84-b3a4 | 1007.14750 | 1001.93619 | 72 | 68 | 714.53600 | 525.44000 |
| 6a64-6dfb | a10e-13c3 | 893.29920 | 895.02735 | 45 | 44 | 736.11200 | 524.52762 |
| d974-e17f | 97b3-9035 | 1051.68399 | 1056.11171 | 69 | 65 | 711.88800 | 520.76800 |
| daf5-4fb7 | 4da8-33ef | 662.58262 | 663.86140 | 38 | 43 | 746.69553 | 519.81600 |
| 3b4e-599f | 2444-836f | 1434.19479 | 1434.91176 | 87 | 74 | 754.48000 | 519.40000 |
| fb1a-73ed | ba34-3837 | 997.05718 | 993.74443 | 62 | 61 | 682.31072 | 519.17600 |
| 38a8-7459 | 95d1-427c | 267.90633 | 268.61403 | 96 | 96 | 696.61600 | 518.32000 |
| 00a7-5041 | 6c1d-7ae5 | 653.41784 | 651.07109 | 86 | 80 | 779.98400 | 517.63200 |
| fe07-1db0 | 3f74-6cb4 | 624.61609 | 632.55520 | 82 | 76 | 722.19823 | 517.00800 |
| 3c70-2a22 | 5037-9e61 | 639.08486 | 643.29299 | 46 | 47 | 789.26400 | 516.21600 |
| da08-7315 | 132f-40f3 | 688.68900 | 695.65470 | 46 | 48 | 725.26400 | 515.57600 |
| 3374-2449 | 9d41-9999 | 731.11083 | 730.41087 | 30 | 32 | 705.62400 | 511.44000 |
| 38cc-e362 | c71d-908c | 253.71596 | 257.97797 | 59 | 58 | 736.59200 | 511.36800 |
| bf48-51e7 | bbde-f084 | 842.82182 | 849.92833 | 58 | 56 | 712.84000 | 510.76874 |
| a58f-21e9 | d2e3-4884 | 1144.70669 | 1145.09227 | 52 | 53 | 721.56800 | 509.30400 |
| 30fe-96d0 | 0540-bfef | 604.10925 | 611.01370 | 83 | 77 | 692.69600 | 507.60000 |
| e67e-ad5f | f8fe-4b4d | 312.28301 | 312.04981 | 94 | 89 | 685.65600 | 507.52000 |
| 1c77-afd6 | dcff-3f13 | 918.20729 | 925.63880 | 51 | 50 | 740.46772 | 506.30703 |
| bc33-c621 | 3133-5d01 | 284.29153 | 289.21265 | 83 | 75 | 690.32000 | 505.43200 |
| 29e9-b762 | 1491-ef5e | 801.08373 | 796.42936 | 64 | 63 | 722.42539 | 501.83200 |
| 200b-a480 | 902e-343c | 213.83488 | 222.65728 | 23 | 22 | 690.98400 | 501.05600 |
| 208c-b632 | caba-dc90 | 560.82069 | 565.89610 | 55 | 52 | 697.16995 | 498.93600 |
| 8916-1e3e | 8032-5d6b | 173.30079 | 179.31020 | 37 | 38 | 736.52800 | 498.22400 |
| 7cd6-0a41 | 8234-f7d4 | 834.54723 | 832.68938 | 56 | 56 | 696.72800 | 496.41124 |
| e775-eab6 | e52d-f8d0 | 1131.65950 | 1135.49711 | 97 | 85 | 652.28000 | 494.97021 |
| 4c8c-5bf8 | ef99-ec36 | 849.83661 | 850.39712 | 92 | 84 | 770.82208 | 494.44330 |
| da3a-dfde | 7d06-f5d8 | 1275.84795 | 1278.70633 | 61 | 52 | 701.32019 | 492.99200 |
| f66c-d01b | 26ce-f5d3 | 1103.96851 | 1098.33208 | 58 | 60 | 582.99200 | 487.43200 |
| 8efa-12db | 19f0-1d81 | 463.42365 | 463.47638 | 45 | 42 | 716.72800 | 485.32000 |
| ebe9-12ac | 95ab-d6e8 | 667.66228 | 651.84101 | 93 | 78 | 598.68000 | 483.45600 |
| 9386-8d02 | 6711-5ba5 | 1100.13399 | 1122.69046 | 84 | 75 | 571.49600 | 483.00000 |
| 7586-ffd2 | e677-0ed5 | 1065.65703 | 1069.85773 | 78 | 69 | 648.88925 | 480.72000 |
| 03bf-f464 | fb73-1d8a | 628.62124 | 632.64911 | 79 | 73 | 708.98400 | 480.31200 |
| d9d7-7293 | 38d1-b820 | 940.53950 | 940.87436 | 41 | 41 | 679.48800 | 480.28800 |
| 48af-9922 | a9f4-8a01 | 752.24922 | 750.81366 | 70 | 62 | 667.88800 | 479.31200 |
| 2e82-bdea | 8b45-33fc | 1178.52861 | 1164.69265 | 81 | 70 | 719.52800 | 475.75200 |
| b64a-7288 | fc52-b71d | 781.33604 | 772.53887 | 83 | 78 | 676.70400 | 475.09600 |
| 964e-1b0c | 40de-1eeb | 491.83127 | 496.88029 | 60 | 58 | 664.04800 | 471.72800 |
| 36cf-800e | 79e9-e4f5 | 242.15065 | 246.62382 | 83 | 80 | 627.88800 | 470.00767 |
| 5316-26d9 | 7ea7-4f59 | 1024.25340 | 1019.75236 | 76 | 74 | 728.41600 | 467.53600 |
| b961-a73d | b599-ef4a | 933.20777 | 933.54964 | 45 | 45 | 678.02400 | 467.29600 |
| b6d4-818b | cc81-d066 | 712.69122 | 711.63016 | 71 | 64 | 726.06400 | 467.00000 |
| 214d-6d20 | e865-f31f | 288.89623 | 293.77159 | 46 | 47 | 686.33600 | 465.98400 |
| 896c-b665 | da1c-c21c | 311.09888 | 316.53052 | 106 | 94 | 625.28000 | 465.70785 |
| eced-c569 | da1c-c21c | 311.75766 | 316.53052 | 101 | 94 | 656.66096 | 465.70785 |
| cd0e-1595 | 1401-3b6d | 1048.52492 | 1033.90424 | 76 | 72 | 530.95848 | 465.50400 |
| af87-c266 | ff49-37d9 | 248.17498 | 253.64265 | 50 | 51 | 691.81074 | 464.60000 |
| 779f-e341 | fcc6-023e | 408.65332 | 411.47203 | 70 | 70 | 699.32800 | 463.92800 |
| 56e6-4891 | 6a11-cdf7 | 951.88209 | 953.96690 | 63 | 62 | 598.21627 | 462.14400 |
| c708-dac8 | c370-a336 | 414.77169 | 410.00788 | 82 | 81 | 626.70506 | 461.93600 |
| 2400-de3e | 711c-f540 | 394.73584 | 401.52324 | 91 | 82 | 610.58764 | 459.27200 |
| 7017-5634 | fa16-c548 | 1175.10101 | 1177.04255 | 35 | 33 | 649.31200 | 458.45600 |
| 593f-ea96 | 4ab5-9824 | 62.29164 | 82.77273 | 99 | 95 | 589.40800 | 457.52000 |
| 9d19-fd3b | eadb-c386 | 628.27829 | 638.63108 | 93 | 85 | 658.26400 | 457.50400 |
| 1bfd-6b98 | eadb-c386 | 639.69414 | 638.63108 | 90 | 85 | 680.60800 | 457.50400 |
| 98e9-ad70 | ff03-22a5 | 1062.91991 | 1070.54478 | 76 | 68 | 653.99200 | 455.90400 |
| 5bdb-d2cf | 4a76-20f7 | 163.94698 | 171.74921 | 83 | 78 | 657.08000 | 455.19200 |
| 6cf9-8364 | 67b2-1970 | 867.09497 | 869.55152 | 49 | 46 | 688.89483 | 453.71200 |
| e7f5-fe25 | bb4a-5190 | 566.16566 | 570.99455 | 76 | 72 | 699.22623 | 451.41600 |
| e711-bea5 | d823-5302 | 892.81624 | 897.77051 | 74 | 67 | 572.55256 | 451.16000 |
| db66-de2a | 7fec-bfdf | 476.77212 | 481.23549 | 58 | 57 | 670.91200 | 448.60000 |
| a661-4652 | 59ae-4136 | 884.37385 | 884.08256 | 91 | 74 | 590.98400 | 448.57600 |
| 807e-734d | 1a15-87f2 | 688.72773 | 690.05582 | 82 | 75 | 654.07771 | 446.27200 |
| 864b-a17e | 1a15-87f2 | 689.55509 | 690.05582 | 86 | 75 | 639.00259 | 446.27200 |
| fa10-28fa | 71b6-30e0 | 393.36898 | 396.80362 | 60 | 55 | 656.51279 | 444.46400 |
| 406d-9f90 | d8fa-750d | 949.90262 | 948.62934 | 79 | 76 | 565.61600 | 443.77600 |
| eb50-9e26 | 52d3-c7da | 1275.68453 | 1267.37940 | 78 | 78 | 713.51200 | 443.76800 |
| f5eb-b07d | 3f48-dbf6 | 203.20775 | 211.66969 | 69 | 65 | 631.60800 | 443.44000 |
| 5412-def2 | 7fa0-067e | 129.80279 | 135.75229 | 79 | 80 | 663.28800 | 442.72000 |
| 1d14-ac77 | 90f3-83c3 | 219.48483 | 224.13122 | 93 | 83 | 712.84000 | 440.86400 |
| 9e0b-a8c5 | acce-0697 | 1034.79249 | 1038.60340 | 47 | 48 | 669.80800 | 440.16000 |
| 2b81-9745 | 6a1e-4a7e | 795.02678 | 799.82274 | 58 | 57 | 707.24000 | 439.37600 |
| 8d72-a217 | a05d-6fc2 | 710.05549 | 712.07041 | 34 | 32 | 672.92000 | 436.87200 |
| 570b-c90e | f3dc-c260 | 328.00522 | 336.26521 | 96 | 82 | 679.45600 | 435.59200 |
| 0e25-e613 | 0067-348b | 991.85933 | 1001.08909 | 73 | 70 | 536.20000 | 434.62200 |
| 8379-370c | e6ca-3c68 | 251.85066 | 266.68278 | 106 | 101 | 627.40800 | 434.31200 |
| 93ae-4297 | e6ca-3c68 | 268.65529 | 266.68278 | 118 | 101 | 686.50729 | 434.31200 |
| ff65-1b0b | e6ca-3c68 | 269.95666 | 266.68278 | 104 | 101 | 657.37600 | 434.31200 |
| 3f3c-e754 | 176e-95d7 | 1249.09050 | 1248.42715 | 36 | 38 | 679.27200 | 431.36647 |
| 1664-d023 | 6932-d8ba | 1464.81407 | 1458.98839 | 42 | 37 | 662.79976 | 429.93600 |
| 16c3-7638 | 183b-6ee8 | 304.75576 | 315.78943 | 73 | 66 | 663.75200 | 428.59200 |
| 26e7-0405 | e020-81b9 | 1058.64674 | 1070.13986 | 64 | 56 | 587.81600 | 427.93600 |
| 8f63-209f | 8691-ee8d | 981.29823 | 981.79499 | 42 | 42 | 667.57600 | 426.71200 |
| d3b3-78c2 | 85e6-5c06 | 479.78551 | 489.62743 | 71 | 69 | 643.51549 | 426.15200 |
| 0bec-4b29 | 75b7-8574 | 508.11656 | 515.20832 | 67 | 59 | 589.78353 | 425.40800 |
| d470-e5f2 | 8e20-1caf | 537.43323 | 545.51950 | 83 | 72 | 577.59200 | 424.14400 |
| 4a33-73bc | 8e20-1caf | 544.98712 | 545.51950 | 72 | 72 | 544.24060 | 424.14400 |
| 5e0a-0615 | 8e20-1caf | 548.55112 | 545.51950 | 73 | 72 | 614.44160 | 424.14400 |
| 3887-1f69 | 9219-b9df | 310.84536 | 323.55958 | 85 | 79 | 683.71813 | 423.05600 |
| 6536-fd41 | 9219-b9df | 321.65552 | 323.55958 | 80 | 79 | 451.54400 | 423.05600 |
| d82d-a96d | 3e9b-820f | 1167.78164 | 1171.36353 | 44 | 41 | 628.22400 | 422.08000 |
| 03d1-c98a | 0228-05f2 | 1121.64314 | 1121.57833 | 74 | 67 | 570.84800 | 420.43047 |
| e542-b89b | ec9d-36ca | 382.34593 | 387.56727 | 24 | 26 | 619.64800 | 420.24153 |
| 8924-abc1 | 8d54-fca7 | 959.93672 | 960.74174 | 44 | 44 | 666.29600 | 418.16000 |
| add6-0fd1 | 491f-47f7 | 597.21310 | 599.67098 | 44 | 43 | 626.01600 | 409.60744 |
| 0c08-1aa4 | 00ec-4f4d | 607.81706 | 617.31981 | 66 | 62 | 601.15200 | 409.56800 |
| 2ba0-c627 | fbc1-a307 | 744.93656 | 748.59438 | 55 | 53 | 620.74339 | 409.24970 |
| 5e4c-3b85 | 6ea1-d7fc | 328.08759 | 330.75596 | 74 | 68 | 569.99200 | 408.50400 |
| 0b1b-9c37 | e4c2-c5aa | 750.82907 | 754.88863 | 41 | 38 | 606.23200 | 408.16800 |
| 25d4-1a91 | 3a22-d465 | 926.84862 | 926.70273 | 49 | 47 | 665.86400 | 407.72800 |
| a99a-d5f1 | b2ea-1f64 | 352.37031 | 358.79008 | 63 | 59 | 628.36442 | 407.70400 |
| 708a-13a4 | 031d-29a5 | 1017.54449 | 1016.59263 | 60 | 56 | 491.66400 | 407.45600 |
| 1b36-642a | 1649-69b1 | 954.66031 | 953.77737 | 35 | 35 | 641.56000 | 406.74400 |
| 5684-46fe | 549b-7a7e | 737.21758 | 741.27955 | 55 | 54 | 596.13600 | 406.29937 |
| 444f-4fc3 | 360c-9749 | 786.67278 | 789.66365 | 61 | 61 | 606.61600 | 406.28000 |
| 04cd-09ee | 7d23-cc94 | 899.77995 | 904.60495 | 51 | 52 | 589.16800 | 406.03200 |
| 3064-1225 | 1f37-dee6 | 358.82873 | 358.56894 | 37 | 36 | 656.03200 | 405.85600 |
| c9f3-f572 | 0de8-60f0 | 168.26375 | 179.68617 | 65 | 63 | 578.40800 | 405.28000 |
| bd26-6653 | 78d0-f111 | 451.23697 | 457.10212 | 53 | 50 | 588.26400 | 405.04800 |
| 808d-c24e | feb8-6d5e | 127.09332 | 132.14977 | 84 | 79 | 624.90400 | 403.85600 |
| cd50-be5d | 6146-9b25 | 723.83686 | 723.58897 | 49 | 47 | 610.03200 | 397.24800 |
| 78c5-64a2 | 9481-d8ff | 912.10233 | 911.75465 | 25 | 26 | 655.12241 | 394.89600 |
| 9963-4592 | 776c-e7f1 | 703.89956 | 705.59010 | 47 | 44 | 597.56800 | 394.75108 |
| b0e9-8d56 | f043-2d68 | 1192.57086 | 1198.72089 | 74 | 64 | 605.70400 | 394.16000 |
| 389a-09b0 | dadb-5fcf | 621.06053 | 633.01248 | 72 | 64 | 574.66032 | 392.48000 |
| ea61-9eed | 5f63-0d01 | 1163.61370 | 1151.67730 | 62 | 51 | 512.80816 | 387.87200 |
| 6d7e-a648 | 5f63-0d01 | 1164.85521 | 1151.67730 | 59 | 51 | 598.38400 | 387.87200 |
| 285c-ea8c | 0d57-15d3 | 1011.75814 | 1009.71440 | 38 | 37 | 607.62400 | 387.32000 |
| ed8d-40d5 | fa37-5b01 | 242.19302 | 260.87840 | 80 | 73 | 519.00800 | 386.39200 |
| 717a-c62d | fa37-5b01 | 253.71656 | 260.87840 | 75 | 73 | 610.49600 | 386.39200 |
| 273d-3a73 | d4c4-d73a | 1345.60372 | 1338.89502 | 53 | 43 | 504.80000 | 384.38400 |
| 2676-7e87 | 8af9-2fd0 | 295.69913 | 296.24079 | 29 | 31 | 609.76000 | 384.08800 |
| 4903-6c9f | f52d-4f06 | 250.67933 | 258.27954 | 74 | 69 | 596.30400 | 384.07858 |
| 40a9-cb60 | 6132-da9b | 205.16600 | 218.59703 | 79 | 71 | 523.90718 | 381.12800 |
| 82bf-2d68 | 6132-da9b | 209.30101 | 218.59703 | 74 | 71 | 556.16000 | 381.12800 |
| 8937-f3dc | d725-eb26 | 535.76191 | 535.54756 | 63 | 59 | 630.77600 | 380.94400 |
| aae8-77bb | 6e18-8675 | 1087.60700 | 1072.79692 | 64 | 55 | 532.03200 | 380.59200 |
| 47ef-bebf | c68f-51d3 | 440.54052 | 444.02640 | 61 | 56 | 579.49600 | 380.50400 |
| 6631-13c9 | 4279-de42 | 400.88359 | 401.11315 | 63 | 60 | 577.72000 | 378.07200 |
| 97a5-e128 | a040-afc9 | 622.70494 | 625.94145 | 20 | 24 | 667.06400 | 377.51200 |
| f1fe-9055 | 3cf7-f643 | 881.56330 | 888.34328 | 59 | 54 | 552.92800 | 377.21600 |
| 9d20-211d | 3cf7-f643 | 883.66410 | 888.34328 | 58 | 54 | 492.04000 | 377.21600 |
| 6fc7-3add | 8e12-564a | 456.95975 | 463.86168 | 53 | 53 | 580.71200 | 376.85600 |
| 56d9-164c | c7d9-5d43 | 216.28867 | 219.86523 | 55 | 54 | 558.48800 | 376.67200 |
| f247-67d4 | 5636-e0a5 | 171.77072 | 184.11881 | 79 | 74 | 485.99200 | 374.16000 |
| b50b-a57c | 7f70-ea99 | 339.02123 | 353.95851 | 74 | 69 | 665.36800 | 373.66400 |
| c558-564a | 8651-5733 | 149.04082 | 149.45968 | 82 | 80 | 569.80000 | 373.52000 |
| 6bd5-5cc0 | b0ff-d8b7 | 94.81556 | 104.32922 | 70 | 64 | 573.09600 | 373.25600 |
| 89e5-4fa8 | 0a1b-2708 | 260.66624 | 273.86583 | 68 | 63 | 523.08000 | 372.39200 |
| e678-3bf1 | 018a-23da | 308.91760 | 319.83337 | 24 | 25 | 586.63557 | 372.16000 |
| 2a5b-7f7a | bf61-109f | 982.25535 | 986.18538 | 58 | 53 | 436.28800 | 371.49022 |
| e29d-8112 | 3d4c-1740 | 1307.03234 | 1304.68759 | 76 | 58 | 677.76000 | 371.45600 |
| 76b6-a176 | 3d4c-1740 | 1313.70363 | 1304.68759 | 60 | 58 | 478.46400 | 371.45600 |
| 320f-7984 | d2f8-a852 | 476.86806 | 477.18230 | 54 | 51 | 619.42521 | 370.36000 |
| 9c5f-5700 | 4a4f-a16b | 414.86054 | 420.78439 | 35 | 35 | 587.29654 | 370.10055 |
| 28bf-420a | 6c41-62b3 | 521.80346 | 528.67929 | 71 | 65 | 461.12000 | 369.96800 |
| e5be-bf6a | 9e1d-ede8 | 752.41061 | 754.75575 | 50 | 46 | 601.04800 | 369.68000 |
| 1aec-5358 | 0e37-2d38 | 587.06044 | 589.59236 | 56 | 53 | 576.24800 | 369.50400 |
| 62d4-c72f | 8968-9d82 | 896.94823 | 893.75855 | 49 | 46 | 559.01664 | 369.03200 |
| 8b8b-a0f1 | 1771-6d25 | 1551.11282 | 1541.54684 | 34 | 24 | 630.98400 | 366.62400 |
| e914-3ef6 | 1771-6d25 | 1551.88244 | 1541.54684 | 33 | 24 | 427.96800 | 366.62400 |
| a653-0d11 | 5fdc-5312 | 262.13052 | 271.87444 | 83 | 76 | 515.41600 | 366.33600 |
| 0a88-6950 | 5fdc-5312 | 265.93253 | 271.87444 | 87 | 76 | 628.14400 | 366.33600 |
| a069-5d3d | b73a-1ae6 | 402.11096 | 411.89230 | 44 | 44 | 556.71345 | 366.12800 |
| 04bf-64d7 | 4974-a328 | 92.86508 | 102.75419 | 64 | 62 | 541.29600 | 365.70035 |
| f668-182d | 608e-0cf0 | 807.89608 | 807.52659 | 50 | 49 | 620.09600 | 365.55200 |
| be0d-17f4 | 4bac-cc76 | 1077.64731 | 1064.16812 | 47 | 48 | 555.45600 | 364.98400 |
| 10bd-fc2d | 6c6e-1791 | 507.68954 | 520.93656 | 62 | 57 | 515.08000 | 364.76800 |
| ce61-ceb0 | e427-0d3c | 199.55039 | 210.18407 | 33 | 35 | 580.64000 | 364.57600 |
| a57e-faf6 | 6db2-3a67 | 914.03983 | 913.91801 | 64 | 60 | 530.77600 | 362.18240 |
| a34b-ca1b | e90e-6e08 | 835.80017 | 843.83457 | 59 | 54 | 507.76800 | 361.46400 |
| 125f-792f | e90e-6e08 | 844.56042 | 843.83457 | 63 | 54 | 550.09600 | 361.46400 |
| fac7-c2b9 | 5761-1cab | 609.24378 | 616.80574 | 57 | 53 | 551.91200 | 360.32000 |
| d628-332e | 1c24-74de | 925.77388 | 918.77315 | 61 | 56 | 573.47200 | 359.98400 |
| f284-3db4 | 7da3-849e | 995.86692 | 994.55057 | 65 | 56 | 528.60000 | 358.17600 |
| bef7-16fd | 5117-19c8 | 767.13284 | 767.81405 | 71 | 62 | 576.06400 | 358.07574 |
| a41a-e822 | 0545-47f0 | 893.84416 | 895.63088 | 62 | 57 | 608.78504 | 355.64800 |
| 4aa0-450d | 0545-47f0 | 899.61947 | 895.63088 | 66 | 57 | 516.28800 | 355.64800 |
| 437a-bec9 | 8210-2fae | 691.77863 | 708.31049 | 82 | 78 | 388.41356 | 355.57110 |
| 06f9-700b | 0b3b-85bd | 143.70616 | 149.88705 | 68 | 58 | 485.71747 | 351.81600 |
| 3c6a-19af | 162b-3670 | 307.96660 | 316.96111 | 126 | 113 | 612.71200 | 349.29529 |
| 96a0-eb56 | bb0e-a222 | 1197.31495 | 1192.35216 | 68 | 57 | 481.04887 | 348.28800 |
| ef08-3e4d | e6a1-657d | 680.70434 | 681.79297 | 52 | 51 | 564.68800 | 347.25600 |
| e3be-9632 | d81e-c4e3 | 479.16545 | 476.01362 | 78 | 71 | 598.02400 | 346.80873 |
| e869-e5dd | 4b0f-19a2 | 457.61069 | 476.73870 | 119 | 97 | 573.04000 | 346.16124 |
| 9c5e-e9d0 | ac10-8915 | 694.01329 | 696.63615 | 55 | 54 | 558.72000 | 345.29600 |
| 421f-2bb3 | 974b-e0c5 | 1002.82625 | 996.77484 | 46 | 49 | 587.80000 | 342.69477 |
| 2dda-8144 | 11fe-f745 | 645.88278 | 650.63421 | 50 | 45 | 565.04800 | 342.32000 |
| bc47-3c76 | 27e2-ef7d | 809.08068 | 813.43589 | 67 | 61 | 572.80027 | 342.26447 |
| 3e0b-eec4 | 1a95-73ce | 406.11772 | 416.60286 | 61 | 53 | 507.60114 | 340.85600 |
| 1fb5-85aa | 77cc-534a | 502.55727 | 504.87324 | 47 | 46 | 572.50400 | 340.20000 |
| 9f7d-9a3b | c31a-0437 | 428.96877 | 436.56971 | 23 | 26 | 592.44800 | 334.20800 |
| c3e8-4921 | c4a8-bc6d | 854.59536 | 857.12118 | 56 | 57 | 517.84800 | 332.64800 |
| c4f0-d79a | c4a8-bc6d | 866.83043 | 857.12118 | 64 | 57 | 449.93600 | 332.64800 |
| 5cbf-c597 | 8801-fb12 | 798.52175 | 810.85384 | 59 | 58 | 509.04000 | 331.99200 |
| 8729-ff54 | 8801-fb12 | 805.98622 | 810.85384 | 65 | 58 | 489.29600 | 331.99200 |
| d1a1-e662 | 8801-fb12 | 809.62953 | 810.85384 | 57 | 58 | 544.28000 | 331.99200 |
| 50d1-62fa | aa74-03fe | 767.77737 | 767.77493 | 45 | 42 | 548.00000 | 331.56800 |
| e1a8-fb7c | 8194-b3c4 | 52.03611 | 63.29397 | 38 | 37 | 568.66400 | 330.97600 |
| 6274-dae9 | 5022-51a3 | 80.42208 | 92.83485 | 39 | 38 | 534.75200 | 326.56800 |
| 39c7-0323 | 389c-fe40 | 547.21241 | 559.94370 | 57 | 58 | 473.44000 | 326.33009 |
| ae10-ca7c | 389c-fe40 | 556.81832 | 559.94370 | 59 | 58 | 503.78400 | 326.33009 |
| 8a95-52f4 | 481b-b7df | 63.64838 | 73.13382 | 39 | 39 | 571.60000 | 326.28800 |
| 99cf-c8c3 | 6078-00fd | 394.52516 | 401.57843 | 40 | 38 | 556.43200 | 325.88000 |
| 7615-b506 | afca-0bd6 | 226.05472 | 235.91146 | 70 | 68 | 485.58400 | 325.49600 |
| 9728-a873 | afca-0bd6 | 235.89853 | 235.91146 | 72 | 68 | 496.33600 | 325.49600 |
| c3e8-6501 | c276-c905 | 758.05510 | 761.14520 | 23 | 26 | 578.76000 | 325.11200 |
| 2a5e-cf69 | dfc6-c2b7 | 872.62861 | 877.65771 | 38 | 39 | 510.80000 | 323.73600 |
| 1685-69e0 | 7e90-2a78 | 626.69712 | 625.95488 | 61 | 58 | 582.92000 | 322.81567 |
| 9f36-8822 | 5cdb-6e30 | 311.87829 | 322.98365 | 40 | 40 | 573.60800 | 319.17600 |
| 9925-96c2 | ba55-d56c | 617.78962 | 626.78536 | 56 | 54 | 499.71200 | 315.28800 |
| 3ea0-d9ea | 2ec7-9b5e | 563.20733 | 568.65052 | 44 | 41 | 539.67200 | 314.95616 |
| 4812-5cc0 | 1447-ebe6 | 568.68086 | 564.26690 | 62 | 60 | 413.96000 | 313.20905 |
| 2d19-e612 | 1447-ebe6 | 574.23301 | 564.26690 | 68 | 60 | 389.02781 | 313.20905 |
| 0055-860b | 4e15-dadf | 507.48367 | 511.17718 | 49 | 45 | 508.21600 | 312.64000 |
| 07da-e38c | 4f5f-11da | 765.88174 | 762.98830 | 41 | 41 | 532.96000 | 311.79200 |
| 1261-f617 | d29f-4680 | 142.37403 | 150.90917 | 44 | 42 | 548.84800 | 311.01600 |
| 5ea7-4013 | 9670-deea | 744.82340 | 751.07642 | 60 | 60 | 543.85600 | 310.81600 |
| d416-c632 | 50b2-f801 | 895.88309 | 898.72837 | 40 | 39 | 518.78072 | 310.12000 |
| ee1f-c47a | 1b93-70e5 | 785.54524 | 783.80212 | 42 | 41 | 515.40000 | 308.99200 |
| 675d-144f | 40e3-a308 | 225.00233 | 226.89264 | 61 | 60 | 458.98400 | 307.42400 |
| 9dfa-bcfa | 7881-2b00 | 28.98046 | 40.73007 | 24 | 25 | 588.01600 | 306.84000 |
| 17ef-84db | 4279-a4ab | 1050.02073 | 1046.43727 | 44 | 42 | 512.31200 | 306.66400 |
| ae29-10c8 | f375-22a6 | 646.86409 | 651.11427 | 45 | 43 | 522.39828 | 302.68000 |
| 96af-83c0 | c8f8-e705 | 1136.31360 | 1136.93341 | 32 | 34 | 480.50400 | 301.47200 |
| fd13-a6db | 6d32-567e | 657.88255 | 663.93334 | 23 | 26 | 529.90400 | 300.81600 |
| 3085-8669 | 849f-6cf8 | 1069.91208 | 1060.67049 | 39 | 39 | 541.20800 | 300.53050 |
| e45f-7945 | 5b29-712b | 716.68101 | 710.07464 | 50 | 50 | 473.88187 | 300.30400 |
| 09d1-af03 | b5b5-6d5e | 1254.78480 | 1254.75317 | 42 | 38 | 425.40000 | 300.28000 |
| d94a-aacd | b5b5-6d5e | 1258.03352 | 1254.75317 | 41 | 38 | 306.93600 | 300.28000 |
| 45a0-6678 | b5b5-6d5e | 1272.61934 | 1254.75317 | 36 | 38 | 439.38647 | 300.28000 |
| 4469-0053 | 573a-c5c4 | 577.85593 | 571.52130 | 53 | 46 | 439.20800 | 299.55200 |
| 5190-69c1 | 73a4-3cc9 | 1009.94880 | 1011.84468 | 29 | 30 | 503.33508 | 298.25600 |
| ec15-bbfe | 85f7-fa08 | 618.86817 | 624.31133 | 50 | 50 | 489.07200 | 297.87200 |
| 1a99-1208 | 85f7-fa08 | 626.05523 | 624.31133 | 54 | 50 | 481.56000 | 297.87200 |
| 0555-8739 | 2627-9ea3 | 205.32358 | 218.74338 | 48 | 44 | 451.79200 | 297.36800 |
| 2a2c-cf0d | e642-9915 | 1120.80184 | 1122.79437 | 36 | 37 | 506.04508 | 296.96576 |
| d832-9704 | e642-9915 | 1129.20625 | 1122.79437 | 35 | 37 | 446.64800 | 296.96576 |
| 89fa-2661 | e7c8-b446 | 1237.54111 | 1234.06858 | 58 | 43 | 459.38400 | 292.96000 |
| 967c-9193 | e7c8-b446 | 1241.51675 | 1234.06858 | 50 | 43 | 415.08000 | 292.96000 |
| 1825-fcce | 2617-2d62 | 890.69743 | 890.44819 | 49 | 42 | 339.59200 | 292.06400 |
| 4bb9-e5e0 | 9906-897f | 733.96006 | 739.94148 | 68 | 68 | 519.36000 | 291.60564 |
| a425-a92f | 9906-897f | 742.13601 | 739.94148 | 75 | 68 | 530.12800 | 291.60564 |
| b68f-c0ab | 5f99-cd65 | 520.97483 | 527.17609 | 33 | 34 | 534.60800 | 291.13600 |
| 6092-30f4 | 77aa-dddb | 374.02672 | 369.19331 | 49 | 46 | 459.66432 | 290.74273 |
| f5a6-c768 | 2b89-44bb | 806.90308 | 814.79420 | 45 | 42 | 519.44800 | 290.25600 |
| b485-f784 | 2b89-44bb | 807.76566 | 814.79420 | 45 | 42 | 491.03200 | 290.25600 |
| f8d2-651b | 8c8c-4cbe | 162.76483 | 170.56192 | 36 | 34 | 503.04000 | 290.02400 |
| bc85-1fae | cb1f-6f8d | 658.68601 | 669.08588 | 55 | 51 | 491.70400 | 290.02400 |
| f465-f549 | 98da-43dd | 638.74391 | 644.63921 | 67 | 61 | 454.55200 | 289.58400 |
| b7d2-97f9 | aa69-b75a | 682.01103 | 679.88906 | 47 | 41 | 420.00000 | 287.49600 |
| d144-16e6 | 80ff-f183 | 400.76416 | 407.66640 | 45 | 48 | 518.88000 | 286.03200 |
| cc4d-e47f | 0faa-d5bb | 660.84368 | 666.87285 | 43 | 39 | 471.63415 | 283.65600 |
| 6526-a240 | 02f7-e1d6 | 925.52703 | 927.17840 | 42 | 45 | 451.08000 | 283.52000 |
| 14e8-f3c1 | 7750-22e5 | 786.59394 | 784.82581 | 47 | 46 | 449.84800 | 283.48800 |
| d23f-43a9 | 82e3-63cc | 453.24002 | 456.79362 | 46 | 41 | 429.07671 | 283.32000 |
| 60b1-b506 | 11bd-4604 | 723.46166 | 737.96990 | 51 | 44 | 505.18777 | 283.13600 |
| c484-21f5 | 0642-b250 | 674.23404 | 675.70453 | 57 | 50 | 456.56000 | 283.03884 |
| 2d19-4cd2 | b9f2-e14a | 612.50801 | 617.57628 | 41 | 38 | 465.51206 | 282.59200 |
| fba9-6cea | b64c-7956 | 533.71356 | 542.68331 | 54 | 48 | 501.42549 | 282.43200 |
| 0e9e-187c | b64c-7956 | 537.30022 | 542.68331 | 55 | 48 | 481.40207 | 282.43200 |
| 23a2-77b9 | 468f-3ac8 | 1013.57931 | 1019.67884 | 33 | 33 | 442.04800 | 281.82400 |
| 79c2-8e73 | 1fae-8a43 | 905.15510 | 905.77534 | 28 | 30 | 525.13600 | 280.77600 |
| 18e2-f6c9 | ba38-68e6 | 1227.56420 | 1235.84514 | 38 | 36 | 502.22400 | 280.01600 |
| ca9f-bdb8 | ba38-68e6 | 1229.68785 | 1235.84514 | 34 | 36 | 464.81600 | 280.01600 |
| 6338-d0a1 | ba38-68e6 | 1237.51285 | 1235.84514 | 33 | 36 | 493.67200 | 280.01600 |
| 6e05-9ac3 | 70d2-d995 | 1046.84906 | 1038.93465 | 36 | 37 | 431.18400 | 278.55711 |
| d2a5-81ba | 0121-5765 | 759.94137 | 760.90965 | 39 | 34 | 482.00800 | 277.76800 |
| 85fd-4a4e | cdbc-8bf2 | 633.23171 | 636.76872 | 35 | 31 | 499.76371 | 277.60800 |
| a987-e953 | 2eae-8602 | 438.69247 | 443.69707 | 28 | 30 | 533.32800 | 277.56017 |
| 61cd-0afb | ad54-8e28 | 417.91784 | 423.78793 | 66 | 53 | 441.52000 | 277.06400 |
| d5d4-ed06 | 035e-f785 | 90.26814 | 96.26683 | 53 | 49 | 540.31200 | 276.80000 |
| 7686-2681 | 5c5d-0bde | 184.71661 | 189.11455 | 56 | 56 | 519.98400 | 274.01300 |
| 91a8-1a90 | 5c5d-0bde | 187.95125 | 189.11455 | 62 | 56 | 416.84000 | 274.01300 |
| c547-fa79 | 2e98-6e3d | 618.58694 | 624.66103 | 30 | 31 | 485.12000 | 273.80000 |
| ab72-ea23 | c3a2-e947 | 948.80793 | 939.61039 | 39 | 37 | 429.26400 | 273.68000 |
| 7cbb-b057 | bbac-c56a | 550.21060 | 562.58439 | 47 | 46 | 427.51685 | 271.58400 |
| 2d83-b85d | bbac-c56a | 551.84172 | 562.58439 | 54 | 46 | 476.01600 | 271.58400 |
| d8d3-d492 | 38a6-1d94 | 1028.80229 | 1026.73988 | 42 | 44 | 362.82400 | 270.86300 |
| 131a-e1dc | 3acc-2706 | 620.91347 | 625.43488 | 43 | 39 | 508.43200 | 270.03200 |
| 8cf1-84cd | 186c-c649 | 1017.61588 | 1025.73882 | 41 | 38 | 393.40800 | 268.94400 |
| 441c-91be | 9d7c-aa5e | 672.19190 | 671.04515 | 39 | 39 | 535.53600 | 266.61600 |
| b0b2-c686 | ca65-a239 | 652.00649 | 652.63755 | 47 | 43 | 431.67200 | 266.60800 |
| 311e-8f74 | a123-16dc | 778.53326 | 779.74595 | 59 | 45 | 396.56000 | 266.07200 |
| 6385-8ebd | d28e-8cda | 878.15593 | 885.87847 | 37 | 36 | 381.03200 | 264.07818 |
| e383-bb7c | ec6b-f4d9 | 870.03252 | 872.52998 | 32 | 30 | 511.21600 | 263.34400 |
| b642-c4a6 | fdb6-84fd | 1301.98260 | 1303.32634 | 35 | 28 | 251.60800 | 261.54400 |
| f03d-3b1e | 6c32-e950 | 343.72296 | 349.19450 | 25 | 29 | 498.09600 | 260.68800 |
| 7a80-69bf | aef6-c249 | 122.12800 | 119.20477 | 72 | 57 | 414.40800 | 259.92800 |
| b132-7972 | 621d-067d | 373.60875 | 381.88399 | 45 | 38 | 463.77600 | 259.49600 |
| 66d4-728c | 8fb0-79e8 | 964.10898 | 974.19939 | 47 | 39 | 434.04800 | 258.45600 |
| 5a14-8fc7 | ab38-10fd | 77.06330 | 83.29088 | 58 | 52 | 414.30400 | 257.66400 |
| 33c4-b39e | 9573-6548 | 710.23971 | 710.08012 | 33 | 33 | 456.74400 | 257.38400 |
| 0d03-d429 | 7bff-fd0f | 1143.93281 | 1151.31780 | 41 | 45 | 412.90400 | 255.60000 |
| 3191-a8dc | 7bff-fd0f | 1163.20221 | 1151.31780 | 47 | 45 | 390.42400 | 255.60000 |
| 60cd-0700 | 803a-95fc | 567.40124 | 568.66862 | 54 | 44 | 453.20314 | 254.36000 |
| c30d-b06d | 4e33-6d20 | 259.62330 | 268.89782 | 51 | 49 | 316.70400 | 253.48000 |
| bf91-6e30 | 4e33-6d20 | 260.90413 | 268.89782 | 60 | 49 | 482.02400 | 253.48000 |
| c772-a9d8 | dbc0-3914 | 575.76476 | 580.00316 | 41 | 38 | 391.45600 | 250.19146 |
| 6117-c422 | dbc0-3914 | 576.20932 | 580.00316 | 38 | 38 | 500.48896 | 250.19146 |
| 8638-67a8 | 389a-1e6e | 473.70074 | 476.94808 | 32 | 29 | 478.84000 | 249.30400 |
| 0591-2293 | 389a-1e6e | 477.15431 | 476.94808 | 31 | 29 | 483.39200 | 249.30400 |
| c93b-dd78 | a575-48a6 | 582.99025 | 583.77166 | 42 | 38 | 411.76000 | 248.49600 |
| daa6-524a | 2e38-94c8 | 129.85248 | 143.14845 | 62 | 51 | 419.71200 | 247.83200 |
| 7206-ff37 | 2e11-7f2a | 492.97213 | 494.08758 | 51 | 43 | 293.36800 | 247.34082 |
| d00e-b94c | f7e5-5440 | 242.56669 | 254.56457 | 46 | 45 | 400.59200 | 247.13600 |
| bd84-7e0b | c962-ce2f | 1315.26402 | 1318.69299 | 31 | 26 | 387.32543 | 245.20000 |
| e796-e27d | abc9-6598 | 78.92810 | 86.04303 | 34 | 35 | 500.88800 | 245.02400 |
| 33aa-5d7d | 2e30-9098 | 99.77021 | 106.76049 | 41 | 40 | 503.50400 | 243.86400 |
| 1aa4-094d | dce0-3598 | 465.24490 | 476.84777 | 54 | 40 | 227.87250 | 243.60800 |
| 2f1e-83e5 | dce0-3598 | 471.86249 | 476.84777 | 45 | 40 | 305.94400 | 243.60800 |
| 775d-6b28 | a3a7-9ecb | 358.08300 | 361.89126 | 61 | 55 | 528.61600 | 240.95019 |
| 8e8b-d2a6 | 3412-820b | 744.12267 | 743.64993 | 35 | 37 | 513.06400 | 240.75200 |
| ac9c-74f5 | 5be2-1d61 | 69.11367 | 83.23049 | 45 | 48 | 426.44800 | 239.72010 |
| e242-0a0c | 37c8-3a4b | 343.02662 | 350.25020 | 32 | 31 | 472.71200 | 239.65600 |
| 3bc7-a476 | 45b4-2d0f | 941.43959 | 951.35385 | 94 | 83 | 541.59987 | 236.30189 |
| bc52-aa19 | 45b4-2d0f | 946.79769 | 951.35385 | 74 | 83 | 458.19200 | 236.30189 |
| 4ce2-bd20 | 1820-918f | 299.31373 | 302.52912 | 45 | 42 | 488.77600 | 236.15586 |
| cff2-f0aa | 67e1-4a6b | 135.74139 | 139.08647 | 46 | 42 | 373.17612 | 235.23200 |
| 47e8-45dc | f2b7-bfe5 | 149.44560 | 171.21351 | 73 | 59 | 231.37061 | 234.73936 |
| 4383-3368 | f2b7-bfe5 | 150.19664 | 171.21351 | 64 | 59 | 346.22400 | 234.73936 |
| e3f1-469f | 51d0-0039 | 237.34230 | 244.25999 | 47 | 49 | 337.33600 | 232.67218 |
| be1b-affb | 51d0-0039 | 243.00593 | 244.25999 | 52 | 49 | 424.16000 | 232.67218 |
| 9c06-6ea8 | 85f4-676e | 1170.64508 | 1170.53411 | 19 | 22 | 499.16800 | 228.70400 |
| cb21-fe5b | 2ed9-8237 | 1065.12184 | 1072.62743 | 35 | 29 | 295.59200 | 228.56800 |
| ae6e-9952 | 2ed9-8237 | 1065.62166 | 1072.62743 | 40 | 29 | 323.07200 | 228.56800 |
| a917-c08c | 2ed9-8237 | 1086.29419 | 1072.62743 | 34 | 29 | 372.35200 | 228.56800 |
| dde2-19e7 | 9e03-772e | 262.73065 | 274.67096 | 46 | 43 | 459.88800 | 227.32000 |
| 4311-6619 | 9e03-772e | 268.10812 | 274.67096 | 49 | 43 | 393.24000 | 227.32000 |
| 58e2-eaa9 | 72ad-30b4 | 226.05972 | 235.19779 | 40 | 39 | 311.22400 | 226.43200 |
| 6d03-c8fc | 72ad-30b4 | 228.93115 | 235.19779 | 44 | 39 | 221.36000 | 226.43200 |
| 4300-866f | 4b58-fd54 | 1282.99619 | 1286.81541 | 32 | 22 | 404.34852 | 224.62400 |
| 19c2-f759 | b2c4-b675 | 733.30362 | 733.60777 | 31 | 29 | 431.69600 | 224.05600 |
| 3811-15f5 | 061a-9423 | 206.27588 | 225.78778 | 52 | 42 | 351.40000 | 220.58419 |
| d424-80bd | 061a-9423 | 212.20833 | 225.78778 | 46 | 42 | 271.09754 | 220.58419 |
| 4f20-c289 | 9bd4-50cd | 1815.73444 | 1800.02172 | 43 | 20 | 460.49600 | 218.47200 |
| 6ad1-4b6d | b14d-cf32 | 149.84369 | 157.82339 | 42 | 39 | 423.41068 | 217.71200 |
| 00a0-a15f | 2006-d5d4 | 212.75089 | 222.84611 | 35 | 36 | 469.67802 | 217.50400 |
| b6bf-0461 | 367b-d657 | 533.70655 | 537.78682 | 29 | 29 | 434.53600 | 216.30400 |
| 6d77-7453 | 575d-5bb2 | 722.71172 | 725.89862 | 36 | 30 | 385.95200 | 215.97338 |
| b827-5717 | 575d-5bb2 | 723.73852 | 725.89862 | 41 | 30 | 355.81600 | 215.97338 |
| 43c4-a755 | 85ab-c79b | 562.67519 | 575.61847 | 36 | 33 | 406.01600 | 215.91200 |
| 8fcc-5be2 | d7a0-edc4 | 519.42705 | 522.37502 | 22 | 25 | 464.92800 | 215.12800 |
| c79b-62ca | 3f83-57c2 | 695.71800 | 707.33549 | 44 | 38 | 418.79200 | 214.30400 |
| c87e-c24c | 3f83-57c2 | 714.85900 | 707.33549 | 41 | 38 | 285.71200 | 214.30400 |
| 1269-c166 | 44ee-17e3 | 916.86334 | 918.61519 | 25 | 27 | 405.64000 | 213.44000 |
| ba0f-07c8 | 3d47-bf55 | 704.99426 | 702.04126 | 26 | 26 | 425.29600 | 213.20800 |
| 4485-2658 | 945a-8efc | 312.03024 | 320.63326 | 41 | 38 | 350.93600 | 212.70400 |
| 4e68-c5ad | 48db-0d0f | 918.72042 | 921.69756 | 27 | 27 | 278.94400 | 211.92800 |
| 2aee-436c | 48db-0d0f | 921.06587 | 921.69756 | 27 | 27 | 327.64800 | 211.92800 |
| ca56-a3fc | fe4d-e6eb | 69.82493 | 80.76872 | 40 | 38 | 393.55200 | 211.57600 |
| 5891-5c94 | fe4d-e6eb | 70.79353 | 80.76872 | 44 | 38 | 272.78400 | 211.57600 |
| fdd6-4cbe | 56d6-0955 | 1002.69900 | 992.51733 | 44 | 33 | 329.19200 | 211.57600 |
| 71be-ea43 | 56d6-0955 | 1003.39515 | 992.51733 | 39 | 33 | 372.79200 | 211.57600 |
| 158f-d843 | cfee-3160 | 275.18280 | 300.42034 | 60 | 64 | 382.70342 | 211.19592 |
| 399f-3e24 | cfee-3160 | 281.68910 | 300.42034 | 77 | 64 | 501.81600 | 211.19592 |
| caed-4e4a | cfee-3160 | 287.97417 | 300.42034 | 70 | 64 | 356.87200 | 211.19592 |
| 231a-1d20 | 38fe-9d69 | 78.85616 | 88.79565 | 43 | 39 | 292.41600 | 211.12800 |
| 3a16-abb1 | 176a-b2ad | 617.73439 | 624.90451 | 38 | 34 | 443.33600 | 210.16800 |
| 6ec7-f4ee | 338a-d5d6 | 797.67206 | 795.31900 | 40 | 34 | 379.38400 | 209.60114 |
| ff26-4f98 | 49d6-61f8 | 491.67902 | 491.87125 | 34 | 30 | 357.03200 | 208.73600 |
| 407e-6cac | 49d6-61f8 | 493.83062 | 491.87125 | 35 | 30 | 420.95200 | 208.73600 |
| f2bb-6bff | 695a-0dd2 | 63.03242 | 72.80005 | 38 | 35 | 360.22400 | 208.20800 |
| 8da2-8efb | 25a0-7a4b | 587.01005 | 591.70497 | 28 | 28 | 413.40800 | 207.81600 |
| e601-2cbf | 4e80-8541 | 604.80278 | 606.29035 | 39 | 36 | 405.81600 | 206.41190 |
| 621b-fd24 | e05d-a260 | 122.77344 | 132.92902 | 47 | 40 | 400.48800 | 205.48000 |
| 02f1-1f16 | e05d-a260 | 127.07521 | 132.92902 | 45 | 40 | 294.44800 | 205.48000 |
| 76eb-e564 | 4f12-0a90 | 904.88406 | 904.78425 | 33 | 24 | 263.60800 | 205.28000 |
| bd90-d535 | 7302-c139 | 503.95782 | 520.07975 | 43 | 35 | 259.52800 | 203.58400 |
| d460-e532 | 7302-c139 | 507.17058 | 520.07975 | 43 | 35 | 271.75200 | 203.58400 |
| 8436-76bc | 7302-c139 | 511.61014 | 520.07975 | 43 | 35 | 326.43200 | 203.58400 |
| a31c-d106 | 7302-c139 | 512.06444 | 520.07975 | 33 | 35 | 406.27200 | 203.58400 |
| 137a-b747 | 7302-c139 | 512.67649 | 520.07975 | 38 | 35 | 380.36800 | 203.58400 |
| 1e5f-d4da | 7302-c139 | 514.21115 | 520.07975 | 39 | 35 | 348.79401 | 203.58400 |
| 4495-e8df | 7302-c139 | 514.82535 | 520.07975 | 43 | 35 | 459.50184 | 203.58400 |
| 5dac-4f6a | 7302-c139 | 518.02499 | 520.07975 | 40 | 35 | 450.10299 | 203.58400 |
| 7933-6547 | 7302-c139 | 522.87432 | 520.07975 | 33 | 35 | 435.47200 | 203.58400 |
| fa7b-0e4c | 7302-c139 | 523.22941 | 520.07975 | 35 | 35 | 268.32000 | 203.58400 |
| 8da6-4e66 | 7302-c139 | 527.78603 | 520.07975 | 38 | 35 | 388.47200 | 203.58400 |
| 1c18-eced | 66ce-2866 | 660.18103 | 673.61994 | 48 | 36 | 337.75200 | 202.92800 |
| ab33-6078 | 66ce-2866 | 676.33862 | 673.61994 | 42 | 36 | 398.00800 | 202.92800 |
| 84de-0ff6 | 66ce-2866 | 680.58699 | 673.61994 | 37 | 36 | 433.78400 | 202.92800 |
| c0c7-c314 | 101b-dd7b | 506.59743 | 511.73089 | 36 | 31 | 241.52000 | 202.72762 |
| 18c5-c088 | 101b-dd7b | 508.49860 | 511.73089 | 30 | 31 | 414.21729 | 202.72762 |
| 4b56-b3c8 | 7bfc-23d0 | 1191.99892 | 1179.69420 | 35 | 30 | 313.39032 | 202.52800 |
| 6a71-62ba | 4148-61c7 | 358.88087 | 367.11002 | 34 | 33 | 384.26868 | 201.99200 |
| 15d2-fe0f | 4148-61c7 | 359.14787 | 367.11002 | 30 | 33 | 426.47200 | 201.99200 |
| def3-e66c | 8296-74f1 | 373.51571 | 387.53510 | 59 | 64 | 385.41600 | 201.66448 |
| e082-1b90 | 8296-74f1 | 398.08222 | 387.53510 | 61 | 64 | 384.91200 | 201.66448 |
| 3c75-0e7e | e15c-9a37 | 347.99733 | 355.18804 | 30 | 27 | 388.88800 | 199.73600 |
| f46c-9707 | 120b-7a1a | 339.06530 | 348.86830 | 35 | 36 | 309.05600 | 198.52154 |
| 46d4-8a9e | 9fad-cf12 | 1164.70394 | 1159.62068 | 23 | 22 | 329.14400 | 197.71200 |
| 0503-0925 | 7968-7d07 | 309.92672 | 329.22263 | 60 | 52 | 399.80800 | 197.47672 |
| e4bf-aa89 | 7968-7d07 | 319.73530 | 329.22263 | 46 | 52 | 325.83200 | 197.47672 |
| 0008-b58f | 7968-7d07 | 321.89623 | 329.22263 | 45 | 52 | 343.01600 | 197.47672 |
| 4350-b0ec | 7968-7d07 | 324.19689 | 329.22263 | 58 | 52 | 468.43200 | 197.47672 |
| 8eb9-7afc | 7968-7d07 | 330.59057 | 329.22263 | 48 | 52 | 276.62400 | 197.47672 |
| 0ccc-155c | 7968-7d07 | 337.75995 | 329.22263 | 54 | 52 | 417.80000 | 197.47672 |
| bfc4-0f57 | 65a1-f280 | 831.32159 | 843.20666 | 39 | 33 | 244.94400 | 196.56800 |
| ed15-ac00 | e4a7-febd | 165.20949 | 176.65097 | 42 | 40 | 406.84800 | 195.56000 |
| 80dc-8f55 | e4a7-febd | 169.44160 | 176.65097 | 42 | 40 | 338.41600 | 195.56000 |
| bb63-6a75 | e4a7-febd | 170.47637 | 176.65097 | 39 | 40 | 200.38400 | 195.56000 |
| 2c46-318c | e4a7-febd | 177.94118 | 176.65097 | 43 | 40 | 291.92800 | 195.56000 |
| e319-daef | 7e63-3c96 | 390.87583 | 410.17028 | 54 | 44 | 301.00000 | 195.53600 |
| a4d3-3799 | 7e63-3c96 | 410.03514 | 410.17028 | 47 | 44 | 404.15200 | 195.53600 |
| 9dfb-9b2c | 2bad-af91 | 590.49928 | 593.74097 | 30 | 31 | 429.61600 | 193.85600 |
| a2d0-0286 | 5a50-c7aa | 101.34603 | 111.23615 | 45 | 35 | 210.19200 | 193.16800 |
| a897-48b8 | b8e0-6261 | 1237.87236 | 1240.64162 | 24 | 23 | 376.88000 | 192.53600 |
| e1e4-4207 | a301-f346 | 939.59016 | 938.75063 | 35 | 32 | 436.79200 | 186.36000 |
| accf-39a5 | a301-f346 | 947.75837 | 938.75063 | 44 | 32 | 327.48000 | 186.36000 |
| 00bd-2a08 | 1684-423c | 1100.76728 | 1104.19375 | 26 | 24 | 275.28800 | 185.82508 |
| 937f-cc64 | 2b09-ef5c | 382.92852 | 391.28591 | 36 | 32 | 329.58400 | 185.40800 |
| a088-ca94 | 2b09-ef5c | 385.09022 | 391.28591 | 35 | 32 | 362.39200 | 185.40800 |
| 74b6-91d1 | 579f-3f8e | 835.68896 | 838.84025 | 32 | 29 | 384.30400 | 182.79200 |
| 1213-2325 | 4e80-3103 | 432.77005 | 440.27753 | 31 | 31 | 435.02400 | 180.92000 |
| a93f-9020 | 4e80-3103 | 435.81578 | 440.27753 | 35 | 31 | 344.78950 | 180.92000 |
| f13b-9774 | 4e80-3103 | 443.99028 | 440.27753 | 33 | 31 | 309.37332 | 180.92000 |
| b6e7-e8b3 | f165-ade2 | 609.23067 | 605.63128 | 32 | 30 | 327.39200 | 180.59200 |
| c6cd-1aa2 | c641-3ef4 | 916.19300 | 919.67483 | 20 | 18 | 370.79200 | 179.64000 |
| 8955-c9a2 | 0159-58d3 | 1154.94926 | 1153.18985 | 27 | 29 | 327.35070 | 179.59200 |
| 7241-26e0 | 0159-58d3 | 1159.27295 | 1153.18985 | 31 | 29 | 440.39200 | 179.59200 |
| 3b37-7f9a | 0159-58d3 | 1164.66927 | 1153.18985 | 31 | 29 | 322.21600 | 179.59200 |
| 11db-ccc7 | 92d7-5e4c | 155.65955 | 164.11059 | 40 | 35 | 244.38400 | 179.52000 |
| d9ae-a811 | b825-cdcc | 493.43264 | 491.76678 | 29 | 27 | 385.84800 | 178.70400 |
| 97e2-6113 | b825-cdcc | 494.47193 | 491.76678 | 35 | 27 | 301.12000 | 178.70400 |
| dd34-7443 | 73ed-310e | 1222.72957 | 1218.62822 | 29 | 24 | 407.49740 | 177.01552 |
| 1eb6-448f | 5233-3ab6 | 278.81422 | 290.39674 | 34 | 31 | 366.36800 | 176.48800 |
| 982d-b2f3 | 5233-3ab6 | 279.32399 | 290.39674 | 32 | 31 | 361.88800 | 176.48800 |
| aeb8-88cd | 9ab8-eaae | 952.16991 | 947.89953 | 25 | 23 | 382.06400 | 174.65600 |
| c305-757b | 0803-6a05 | 117.92208 | 129.53365 | 37 | 34 | 245.33600 | 171.20800 |
| 2c7c-0ed6 | 14d9-a347 | 655.83473 | 660.61897 | 41 | 32 | 376.06400 | 170.78400 |
| bf46-09df | 80ce-a2dc | 1046.67638 | 1043.00932 | 23 | 22 | 400.76800 | 169.46400 |
| 5d61-e1b5 | 798c-7e06 | 851.84067 | 852.10910 | 25 | 24 | 282.27533 | 167.38081 |
| d737-59a8 | 4ef7-3d70 | 344.59625 | 359.70714 | 49 | 41 | 342.17600 | 167.15541 |
| f079-12a6 | 4ef7-3d70 | 346.62441 | 359.70714 | 37 | 41 | 250.20000 | 167.15541 |
| c111-54d4 | 4ef7-3d70 | 355.83804 | 359.70714 | 44 | 41 | 385.58122 | 167.15541 |
| be26-cf1a | 4ef7-3d70 | 362.01322 | 359.70714 | 46 | 41 | 355.54400 | 167.15541 |
| bfeb-fc43 | 8bba-8c83 | 482.31045 | 481.59706 | 31 | 29 | 366.40800 | 165.52800 |
| 5c21-0947 | 8bba-8c83 | 486.47513 | 481.59706 | 35 | 29 | 324.67200 | 165.52800 |
| e2f6-293d | 37e2-7781 | 307.92679 | 317.85571 | 24 | 24 | 350.47200 | 163.84000 |
| e04f-006b | a401-8960 | 263.73899 | 267.84219 | 32 | 30 | 348.95200 | 162.74501 |
| a431-4cd9 | 1e82-1c31 | 603.96667 | 610.86698 | 19 | 20 | 384.72000 | 161.43200 |
| 2391-1b40 | 8c73-5488 | 591.33815 | 597.60876 | 31 | 27 | 337.99200 | 160.57600 |
| c630-386d | 8c73-5488 | 598.08219 | 597.60876 | 32 | 27 | 276.96800 | 160.57600 |
| 95e9-a044 | 8c73-5488 | 598.10933 | 597.60876 | 29 | 27 | 317.33600 | 160.57600 |
| 078b-f1d7 | 75ab-4208 | 571.05343 | 574.93868 | 20 | 21 | 378.79484 | 159.84000 |
| c38c-d786 | bcf7-4818 | 217.99382 | 227.30897 | 27 | 25 | 278.71200 | 159.02400 |
| 1188-b79f | bcf7-4818 | 220.82167 | 227.30897 | 26 | 25 | 307.24800 | 159.02400 |
| 0478-d6b7 | bcf7-4818 | 223.85965 | 227.30897 | 33 | 25 | 331.44800 | 159.02400 |
| 8b12-73b3 | 777a-65a8 | 93.78398 | 99.60324 | 36 | 30 | 322.92800 | 158.29600 |
| c48a-f7ba | 809c-c7bd | 407.72339 | 414.69757 | 24 | 21 | 360.38400 | 156.38400 |
| 9d06-e67b | 0358-1bd1 | 521.22300 | 537.97561 | 66 | 55 | 409.48800 | 156.35695 |
| 4719-540a | 0358-1bd1 | 539.08102 | 537.97561 | 62 | 55 | 453.96000 | 156.35695 |
| 703b-44b2 | 0358-1bd1 | 540.57464 | 537.97561 | 61 | 55 | 419.24800 | 156.35695 |
| 8e07-78d8 | 0358-1bd1 | 543.81131 | 537.97561 | 46 | 55 | 367.80000 | 156.35695 |
| 554a-bc06 | 2757-35e4 | 334.96786 | 334.19043 | 34 | 28 | 303.52000 | 155.52000 |
| 1e28-2e15 | 644b-23c5 | 536.99890 | 551.16043 | 43 | 33 | 293.80000 | 155.45252 |
| 8191-67b8 | 644b-23c5 | 548.12784 | 551.16043 | 29 | 33 | 282.48000 | 155.45252 |
| 65d0-23c0 | eb39-27d8 | 1177.07226 | 1170.89101 | 10 | 15 | 349.52000 | 155.24800 |
| 91b0-c6dd | 3e88-4780 | 611.75462 | 614.00508 | 28 | 24 | 305.63200 | 154.40000 |
| 4afe-b445 | a8c4-b681 | 626.89074 | 631.92552 | 43 | 40 | 435.03350 | 152.98568 |
| d600-24c0 | a8c4-b681 | 640.72591 | 631.92552 | 43 | 40 | 299.70400 | 152.98568 |
| 263e-5b9b | ad28-8a1f | 344.00593 | 362.83037 | 33 | 28 | 259.63200 | 152.16721 |
| 371a-8033 | ee5a-2363 | 1194.99713 | 1191.66163 | 19 | 14 | 312.28800 | 148.97600 |
| 95e4-db9e | 4e91-7539 | 477.68303 | 474.94755 | 27 | 30 | 243.33600 | 147.02885 |
| ef63-274d | 4e91-7539 | 482.22272 | 474.94755 | 31 | 30 | 193.11200 | 147.02885 |
| 2cca-8621 | 4f0b-7f02 | 675.86036 | 687.94356 | 26 | 26 | 278.05600 | 146.76800 |
| 11dd-f5e9 | c896-33cf | 834.88861 | 843.85448 | 25 | 23 | 222.41600 | 146.64800 |
| 9964-d5d7 | c896-33cf | 842.95836 | 843.85448 | 24 | 23 | 256.94400 | 146.64800 |
| ac86-0a4c | c896-33cf | 844.07206 | 843.85448 | 21 | 23 | 269.31597 | 146.64800 |
| f583-004e | 5482-266d | 1013.98229 | 1028.86706 | 34 | 24 | 301.87618 | 146.14400 |
| 27f8-ce46 | 2956-5547 | 752.69443 | 750.90089 | 29 | 24 | 343.94659 | 145.92800 |
| c884-fa71 | d4f2-addb | 614.20378 | 620.41514 | 25 | 23 | 297.90400 | 145.81600 |
| c730-e3ce | cfbf-178b | 560.00502 | 568.71970 | 28 | 23 | 323.31200 | 144.35200 |
| 4c74-df10 | 15af-ddf3 | 400.93520 | 404.93913 | 27 | 23 | 272.23821 | 143.77600 |
| daaf-8c11 | 216f-0909 | 442.73019 | 446.74712 | 26 | 23 | 214.99200 | 141.30400 |
| d115-78c1 | 7af4-03fb | 240.68981 | 258.66714 | 40 | 32 | 236.35200 | 140.37490 |
| 48d0-d691 | 7af4-03fb | 243.93573 | 258.66714 | 34 | 32 | 275.63200 | 140.37490 |
| b247-c9f1 | 7af4-03fb | 253.89235 | 258.66714 | 31 | 32 | 316.47200 | 140.37490 |
| 2724-241d | 7af4-03fb | 259.09683 | 258.66714 | 43 | 32 | 252.92000 | 140.37490 |
| 18ef-1e51 | cc57-c56c | 603.73038 | 602.22633 | 22 | 19 | 311.93600 | 139.93600 |
| 3063-1c8f | 2a13-eca6 | 532.00929 | 540.63799 | 26 | 22 | 236.91200 | 139.52000 |
| a47c-7183 | d45b-ab06 | 808.03488 | 808.00515 | 28 | 22 | 305.44800 | 139.40000 |
| 63c6-a10c | 1831-b149 | 234.55520 | 241.91595 | 29 | 24 | 333.14400 | 137.72000 |
| 4709-7ef5 | 8492-609a | 104.03904 | 113.80831 | 21 | 21 | 369.30400 | 136.66400 |
| 36df-36be | 9b84-8c5f | 463.15836 | 463.55963 | 23 | 24 | 380.45600 | 136.07200 |
| e9b4-f27b | 8052-77ab | 366.65837 | 372.93910 | 28 | 24 | 336.84000 | 135.07200 |
| c849-2ef0 | 8052-77ab | 369.38282 | 372.93910 | 22 | 24 | 357.90624 | 135.07200 |
| 8db6-c473 | bca5-8ca9 | 1394.82699 | 1374.09564 | 23 | 23 | 305.49600 | 134.92000 |
| b985-4ec8 | 986f-0f2f | 625.85758 | 629.64461 | 25 | 25 | 133.64800 | 134.78400 |
| 1df7-488a | a528-7d65 | 996.79010 | 1008.52963 | 23 | 17 | 283.94400 | 134.25600 |
| 4963-e8d2 | a528-7d65 | 1005.61688 | 1008.52963 | 30 | 17 | 231.00054 | 134.25600 |
| fc75-0858 | e11c-1ba5 | 728.28339 | 737.25141 | 33 | 27 | 307.92000 | 134.12000 |
| c23e-00dd | e11c-1ba5 | 732.39057 | 737.25141 | 20 | 27 | 316.42400 | 134.12000 |
| b46b-c647 | e11c-1ba5 | 733.71403 | 737.25141 | 33 | 27 | 306.99809 | 134.12000 |
| 9ecf-b54c | e11c-1ba5 | 737.21777 | 737.25141 | 30 | 27 | 347.70763 | 134.12000 |
| 8127-2e76 | e11c-1ba5 | 740.88765 | 737.25141 | 40 | 27 | 305.48800 | 134.12000 |
| c9e1-71da | ec0e-b1ff | 1147.94556 | 1138.74631 | 19 | 14 | 386.65600 | 133.89600 |
| 4911-55d5 | 128f-390c | 194.84795 | 198.56619 | 30 | 27 | 259.16800 | 133.67200 |
| 4655-3b7d | ed87-1f98 | 54.09786 | 64.65289 | 33 | 30 | 374.15200 | 132.86400 |
| 17b3-1f7d | ed87-1f98 | 59.09381 | 64.65289 | 40 | 30 | 322.94040 | 132.86400 |
| 0638-764f | ed87-1f98 | 70.24627 | 64.65289 | 35 | 30 | 204.08000 | 132.86400 |
| f5ad-6156 | 775a-0014 | 410.35193 | 418.91098 | 33 | 21 | 167.84548 | 132.52800 |
| 5c8d-8588 | 775a-0014 | 416.14139 | 418.91098 | 25 | 21 | 291.51833 | 132.52800 |
| 7364-5ef3 | d2e9-01ad | 479.80623 | 477.89958 | 27 | 21 | 246.60800 | 130.88000 |
| 1f64-8a27 | 8f2e-1c1b | 262.99580 | 271.03888 | 29 | 25 | 277.80800 | 130.44630 |
| 6eaa-8c3b | 8f2e-1c1b | 264.95559 | 271.03888 | 31 | 25 | 270.70400 | 130.44630 |
| c2ab-140c | 8f2e-1c1b | 267.09367 | 271.03888 | 26 | 25 | 283.42400 | 130.44630 |
| d392-0195 | f6c6-32a7 | 896.20811 | 890.67920 | 22 | 19 | 364.80000 | 129.14400 |
| 59d0-d535 | f6c6-32a7 | 898.72384 | 890.67920 | 32 | 19 | 258.33600 | 129.14400 |
| 7059-9401 | 7f3a-0c14 | 104.13303 | 118.09418 | 34 | 27 | 301.41600 | 128.99200 |
| e395-2c51 | 7f3a-0c14 | 105.85266 | 118.09418 | 33 | 27 | 240.32800 | 128.99200 |
| a907-89f9 | 7f3a-0c14 | 108.82329 | 118.09418 | 31 | 27 | 203.00000 | 128.99200 |
| bbf0-1ba2 | 7f3a-0c14 | 112.24546 | 118.09418 | 24 | 27 | 245.31200 | 128.99200 |
| 9be8-cd9b | 60df-b428 | 500.95015 | 506.67334 | 26 | 19 | 203.68800 | 127.87200 |
| 1e2a-e348 | 60df-b428 | 507.69366 | 506.67334 | 26 | 19 | 239.17600 | 127.87200 |
| b10b-175f | 60df-b428 | 515.15381 | 506.67334 | 28 | 19 | 235.60000 | 127.87200 |
| 3fdf-2c8e | b8e5-d84e | 576.82125 | 583.06637 | 24 | 24 | 277.42774 | 126.73531 |
| 6d8f-0628 | cb8e-9a5a | 330.70351 | 341.06994 | 27 | 23 | 203.11949 | 125.98400 |
| a7d3-1b89 | 0e25-178a | 129.41200 | 138.15150 | 19 | 20 | 314.35630 | 124.23200 |
| 0113-b46b | f24c-5c2c | 262.82145 | 288.79683 | 40 | 41 | 230.66400 | 122.04147 |
| c06c-ac6d | f24c-5c2c | 268.72400 | 288.79683 | 38 | 41 | 256.42400 | 122.04147 |
| 2ccc-a8c3 | 9f24-7a29 | 430.20500 | 433.00065 | 25 | 24 | 242.43200 | 121.26400 |
| b303-8d52 | fe89-2589 | 280.87413 | 282.81049 | 24 | 26 | 267.81600 | 120.94400 |
| e271-3d36 | fe89-2589 | 281.14145 | 282.81049 | 28 | 26 | 155.75200 | 120.94400 |
| be4d-0d3e | fe89-2589 | 281.76141 | 282.81049 | 23 | 26 | 141.33600 | 120.94400 |
| 4154-9419 | fe89-2589 | 282.98228 | 282.81049 | 23 | 26 | 233.55200 | 120.94400 |
| 0418-68ce | fe89-2589 | 283.76764 | 282.81049 | 25 | 26 | 264.60000 | 120.94400 |
| 4e90-20a8 | 37dd-f47c | 771.82740 | 772.95233 | 14 | 15 | 377.91089 | 118.96800 |
| 107b-7975 | b1d3-51e4 | 747.09601 | 750.84282 | 18 | 18 | 219.44000 | 115.94400 |
| 9601-eb04 | b1d3-51e4 | 749.11339 | 750.84282 | 20 | 18 | 189.35631 | 115.94400 |
| 9c53-c920 | 1e9a-c6b3 | 215.60255 | 222.88792 | 22 | 19 | 310.72800 | 115.17600 |
| 7406-4749 | e2b8-0f0e | 185.77190 | 198.01900 | 21 | 19 | 312.39200 | 113.54400 |
| 848d-cf1d | 7cb6-74e3 | 449.97652 | 459.11309 | 27 | 21 | 213.19200 | 112.74400 |
| 6baf-b8b7 | 5199-e01c | 597.40079 | 601.15053 | 41 | 44 | 371.78400 | 112.55372 |
| b0e9-c4ee | 5199-e01c | 597.99509 | 601.15053 | 53 | 44 | 432.49600 | 112.55372 |
| eb46-0346 | 5199-e01c | 600.71525 | 601.15053 | 37 | 44 | 250.57600 | 112.55372 |
| 9afc-9f6f | 5199-e01c | 608.37317 | 601.15053 | 50 | 44 | 372.45600 | 112.55372 |
| b1bc-88fe | 5199-e01c | 614.89355 | 601.15053 | 52 | 44 | 348.18790 | 112.55372 |
| 7963-3f06 | be3e-e17c | 200.00488 | 213.25851 | 25 | 20 | 194.17786 | 110.82273 |
| bc21-637a | 24fc-2d12 | 740.07553 | 747.73627 | 18 | 16 | 279.64895 | 110.28800 |
| bb2e-2147 | e163-ecdb | 666.17712 | 666.54280 | 21 | 16 | 273.15036 | 110.18400 |
| c710-1639 | 4072-6e92 | 339.85270 | 344.84756 | 18 | 19 | 302.86246 | 110.05600 |
| 8831-4c20 | b80f-c1fa | 393.26270 | 399.91330 | 13 | 14 | 353.03200 | 108.46400 |
| 98c3-5139 | 512b-88a7 | 466.93197 | 472.90282 | 22 | 17 | 231.48000 | 108.25600 |
| 8e9e-c4dc | 1dab-136a | 960.89962 | 947.28103 | 27 | 19 | 259.63200 | 107.92800 |
| 6bc2-936f | 8e56-1437 | 408.85892 | 415.15019 | 20 | 16 | 227.56730 | 107.77600 |
| 51cf-2658 | 5f2c-7b8a | 1071.31424 | 1059.80841 | 16 | 17 | 223.30400 | 106.56000 |
| 8fa2-5e77 | 14d1-4c85 | 280.06091 | 292.78126 | 19 | 17 | 204.04471 | 106.52800 |
| 56e6-3d2f | d3d0-50d7 | 116.72892 | 130.33417 | 19 | 20 | 278.89600 | 106.45600 |
| ad47-be8d | d3d0-50d7 | 118.21797 | 130.33417 | 21 | 20 | 197.23200 | 106.45600 |
| 9b48-ba5e | d3d0-50d7 | 119.05297 | 130.33417 | 28 | 20 | 189.74400 | 106.45600 |
| 5d38-f0a3 | d3d0-50d7 | 129.88948 | 130.33417 | 23 | 20 | 250.23200 | 106.45600 |
| f7b9-3629 | 6cca-4bbd | 892.20169 | 891.56606 | 15 | 14 | 139.47200 | 106.17600 |
| 804c-77a6 | 413a-2e64 | 484.75813 | 492.02956 | 23 | 18 | 216.64800 | 104.18400 |
| dd02-9c52 | 413a-2e64 | 485.42796 | 492.02956 | 25 | 18 | 192.96800 | 104.18400 |
| 6f12-a0d3 | 413a-2e64 | 486.32626 | 492.02956 | 24 | 18 | 196.26400 | 104.18400 |
| e9a0-a077 | 413a-2e64 | 489.94255 | 492.02956 | 24 | 18 | 266.70400 | 104.18400 |
| 58bf-6931 | 413a-2e64 | 491.60308 | 492.02956 | 27 | 18 | 218.71200 | 104.18400 |
| 3163-5e25 | 5666-0fc7 | 551.80546 | 556.21242 | 25 | 18 | 158.88800 | 103.73176 |
| 946d-6e41 | 305b-3bd0 | 683.87902 | 689.90667 | 18 | 13 | 200.48800 | 102.60800 |
| 313f-83cc | cc8d-b95a | 717.86425 | 716.28333 | 19 | 17 | 247.72000 | 101.27477 |
| 9eca-8a5f | a5c9-137b | 56.92461 | 64.26296 | 20 | 18 | 214.17600 | 101.09600 |
| c9fb-3c79 | a5c9-137b | 59.15719 | 64.26296 | 19 | 18 | 209.30400 | 101.09600 |
| 17e9-0ea0 | df21-4982 | 41.96021 | 54.19845 | 27 | 24 | 181.66400 | 100.06400 |
| 6510-5b20 | bcc0-e7c2 | 156.56993 | 163.76013 | 21 | 18 | 208.24800 | 99.49600 |
| 329d-746e | c253-6f27 | 442.80748 | 449.07054 | 15 | 14 | 273.30400 | 99.08800 |
| a8d7-66f0 | afb1-5831 | 70.74148 | 80.60267 | 26 | 19 | 216.80000 | 98.76000 |
| 3622-96a9 | 3f3b-7748 | 843.96322 | 848.88147 | 15 | 14 | 132.32000 | 98.39200 |
| e593-8855 | 3f3b-7748 | 845.06104 | 848.88147 | 15 | 14 | 246.78400 | 98.39200 |
| 09f5-802b | 3f3b-7748 | 849.77234 | 848.88147 | 15 | 14 | 186.52000 | 98.39200 |
| d246-0b9f | 3f3b-7748 | 850.66738 | 848.88147 | 20 | 14 | 302.39200 | 98.39200 |
| 6557-ca3a | 3f3b-7748 | 855.66902 | 848.88147 | 16 | 14 | 176.16000 | 98.39200 |
| 3154-f296 | 8491-b31d | 648.12561 | 658.10321 | 21 | 29 | 185.63200 | 97.80793 |
| 5602-aa5f | 8491-b31d | 654.71637 | 658.10321 | 28 | 29 | 274.96984 | 97.80793 |
| 1f65-07ad | 8491-b31d | 658.07069 | 658.10321 | 36 | 29 | 253.40800 | 97.80793 |
| e243-e82f | 8491-b31d | 661.72781 | 658.10321 | 34 | 29 | 268.12000 | 97.80793 |
| fb09-e120 | 792b-6dba | 559.01046 | 579.20002 | 34 | 32 | 231.16000 | 97.40231 |
| 2cc2-77c3 | 792b-6dba | 568.06840 | 579.20002 | 34 | 32 | 261.64628 | 97.40231 |
| afd6-b49d | 792b-6dba | 576.76934 | 579.20002 | 37 | 32 | 372.44000 | 97.40231 |
| 0c39-362b | 792b-6dba | 589.79056 | 579.20002 | 29 | 32 | 232.16800 | 97.40231 |
| 2fc1-8e5b | 792b-6dba | 592.29537 | 579.20002 | 26 | 32 | 149.69600 | 97.40231 |
| 2d96-a117 | 5428-e4dd | 351.84648 | 361.07726 | 18 | 15 | 269.94400 | 96.63752 |
| d491-1278 | 9b3b-eb3c | 371.89803 | 379.94918 | 16 | 18 | 243.21600 | 96.55881 |
| b4f5-db24 | 9b3b-eb3c | 373.30822 | 379.94918 | 21 | 18 | 253.75200 | 96.55881 |
| 345d-e9d8 | e8d0-e7b4 | 910.99270 | 904.47796 | 19 | 11 | 205.22400 | 93.01600 |
| af28-28e3 | 5ba8-f3b4 | 843.06428 | 840.93640 | 14 | 12 | 159.90400 | 92.98400 |
| 7c50-f420 | f336-dbb2 | 81.13052 | 92.63456 | 27 | 21 | 163.28000 | 92.34400 |
| 3bc3-7999 | 68ac-6ec9 | 530.58786 | 533.63759 | 15 | 14 | 323.67200 | 91.59200 |
| b1f1-ac47 | 1c6b-8e84 | 756.09076 | 765.17527 | 15 | 18 | 340.76522 | 91.22400 |
| b8a4-61c6 | 253a-9520 | 324.07057 | 334.57777 | 25 | 17 | 263.56000 | 89.85843 |
| 7d5b-a251 | 253a-9520 | 326.83345 | 334.57777 | 17 | 17 | 284.65605 | 89.85843 |
| b76f-17d9 | 253a-9520 | 327.85192 | 334.57777 | 20 | 17 | 180.25600 | 89.85843 |
| c08e-e589 | 253a-9520 | 329.10215 | 334.57777 | 16 | 17 | 218.38400 | 89.85843 |
| e471-5814 | e35d-ff23 | 279.68384 | 290.01772 | 18 | 13 | 194.32314 | 89.75200 |
| 39f0-0cc8 | 12ad-a983 | 140.66878 | 145.92584 | 18 | 14 | 165.39200 | 89.36800 |
| 8ef8-b202 | 2033-79f4 | 360.97554 | 367.99279 | 19 | 18 | 270.80000 | 89.11523 |
| 0207-8327 | 3c41-e34f | 863.80277 | 861.37461 | 15 | 11 | 252.56000 | 89.09600 |
| d177-89f0 | 4e4e-12b2 | 99.54198 | 98.96170 | 22 | 19 | 158.88800 | 88.16000 |
| 41c6-28c7 | a84b-b89f | 385.89370 | 393.79888 | 13 | 13 | 328.22400 | 87.12000 |
| d030-c796 | 3e3e-0400 | 762.61963 | 781.13883 | 32 | 29 | 285.76000 | 84.85292 |
| 359b-677e | 3e3e-0400 | 778.29691 | 781.13883 | 26 | 29 | 213.55200 | 84.85292 |
| 6f2a-dfa9 | 3e3e-0400 | 781.27623 | 781.13883 | 31 | 29 | 362.66400 | 84.85292 |
| a9b7-5920 | 3e3e-0400 | 793.84341 | 781.13883 | 32 | 29 | 327.88000 | 84.85292 |
| b87a-e29e | 4256-189c | 423.85961 | 428.52947 | 11 | 13 | 269.22400 | 84.19200 |
| d9a2-36c6 | 4744-e2ef | 422.03303 | 425.66552 | 14 | 13 | 181.86400 | 82.29600 |
| 4135-153c | 7cf4-847a | 43.12836 | 43.77747 | 21 | 20 | 213.65600 | 81.94400 |
| fbe2-99ac | 31fb-897d | 216.70303 | 226.05029 | 27 | 17 | 249.16800 | 80.88631 |
| 713a-75ee | 31fb-897d | 218.95206 | 226.05029 | 22 | 17 | 210.33600 | 80.88631 |
| 259b-2480 | 31fb-897d | 219.31450 | 226.05029 | 19 | 17 | 166.18400 | 80.88631 |
| a2ba-8b30 | 31fb-897d | 221.20859 | 226.05029 | 24 | 17 | 134.47200 | 80.88631 |
| 6744-2eec | 31fb-897d | 221.79541 | 226.05029 | 18 | 17 | 279.44859 | 80.88631 |
| 5e74-eb63 | 18ab-c4db | 561.99439 | 567.74647 | 17 | 13 | 217.00800 | 80.44152 |
| b026-3cbb | 3ec1-afcd | 109.79895 | 117.50019 | 18 | 16 | 196.64800 | 80.31288 |
| 68ff-6c16 | 3ec1-afcd | 109.83247 | 117.50019 | 18 | 16 | 151.93600 | 80.31288 |
| d536-df58 | 337d-6905 | 262.68306 | 267.92045 | 15 | 18 | 139.05600 | 80.15200 |
| fb82-2eba | 337d-6905 | 266.00807 | 267.92045 | 18 | 18 | 172.68000 | 80.15200 |
| 199d-6eb5 | 337d-6905 | 266.95497 | 267.92045 | 18 | 18 | 171.09376 | 80.15200 |
| b8d7-4e5c | 337d-6905 | 273.40738 | 267.92045 | 18 | 18 | 210.45600 | 80.15200 |
| 15df-40ff | 0a1b-00eb | 694.49545 | 695.60838 | 14 | 11 | 146.08800 | 78.82400 |
| 8e68-8f72 | f7c2-34b1 | 1033.37439 | 1042.94259 | 16 | 14 | 158.27200 | 78.10400 |
| a866-f7ed | 4eba-3b6d | 575.87616 | 575.99565 | 21 | 15 | 190.88800 | 77.95200 |
| 9fce-83b8 | 4eba-3b6d | 578.16354 | 575.99565 | 14 | 15 | 153.01600 | 77.95200 |
| e916-ad6a | 0b63-a42a | 116.37330 | 125.92832 | 19 | 14 | 127.54400 | 77.92800 |
| 1475-d14d | 0b63-a42a | 121.55656 | 125.92832 | 17 | 14 | 258.67200 | 77.92800 |
| 5605-6964 | 0b63-a42a | 121.86406 | 125.92832 | 20 | 14 | 148.60176 | 77.92800 |
| 0d99-22dc | 5d55-1337 | 695.99697 | 708.27061 | 22 | 26 | 251.96000 | 77.82954 |
| 6bcd-d454 | 5d55-1337 | 696.45162 | 708.27061 | 31 | 26 | 267.16000 | 77.82954 |
| 0a32-d05d | 5d55-1337 | 702.28462 | 708.27061 | 26 | 26 | 353.92000 | 77.82954 |
| ea1a-5fce | 5d55-1337 | 704.80409 | 708.27061 | 30 | 26 | 330.66400 | 77.82954 |
| 65a7-551c | 95ab-1652 | 1261.49394 | 1264.98601 | 19 | 10 | 264.72000 | 76.15200 |
| 092c-b3d0 | dc9b-f1ca | 316.03853 | 318.63303 | 18 | 12 | 127.65987 | 75.47200 |
| 3ac0-eb85 | 1a88-217f | 287.32469 | 302.59321 | 22 | 15 | 189.26400 | 74.92800 |
| d70a-d01c | e9e5-2bea | 422.34764 | 436.10477 | 16 | 14 | 156.60530 | 74.70400 |
| 9391-4bdf | e9e5-2bea | 426.47745 | 436.10477 | 21 | 14 | 200.72800 | 74.70400 |
| ec07-f77a | e9e5-2bea | 439.59883 | 436.10477 | 18 | 14 | 181.68800 | 74.70400 |
| f49a-4dd6 | 736c-3dbd | 41.24127 | 53.99895 | 19 | 16 | 148.52102 | 74.40000 |
| c697-ef5b | 736c-3dbd | 44.27922 | 53.99895 | 16 | 16 | 268.91123 | 74.40000 |
| 8bd3-5db5 | 736c-3dbd | 45.85758 | 53.99895 | 20 | 16 | 180.61600 | 74.40000 |
| c931-b881 | 736c-3dbd | 49.25591 | 53.99895 | 18 | 16 | 119.02400 | 74.40000 |
| 494b-8e86 | 736c-3dbd | 49.36035 | 53.99895 | 14 | 16 | 198.79200 | 74.40000 |
| d7e4-e36d | 736c-3dbd | 49.84513 | 53.99895 | 17 | 16 | 205.87200 | 74.40000 |
| 1c0e-b81f | 736c-3dbd | 50.24559 | 53.99895 | 17 | 16 | 143.70400 | 74.40000 |
| 4a8a-68af | 736c-3dbd | 52.88093 | 53.99895 | 21 | 16 | 139.63200 | 74.40000 |
| 22de-3726 | 15c4-1237 | 201.27691 | 212.22924 | 20 | 14 | 164.20000 | 73.21733 |
| 50ea-631f | 15c4-1237 | 206.09095 | 212.22924 | 18 | 14 | 126.64000 | 73.21733 |
| 7cdd-163a | dcc0-7105 | 169.89238 | 176.93685 | 17 | 12 | 120.59200 | 72.30288 |
| b165-b8ce | 11b8-2c44 | 228.94292 | 250.89073 | 27 | 22 | 156.32800 | 72.29856 |
| d472-090b | 11b8-2c44 | 238.28684 | 250.89073 | 25 | 22 | 244.69600 | 72.29856 |
| d50c-aadf | 11b8-2c44 | 238.95367 | 250.89073 | 18 | 22 | 140.68000 | 72.29856 |
| d4e5-929d | 11b8-2c44 | 253.97003 | 250.89073 | 29 | 22 | 252.36369 | 72.29856 |
| a3e9-4176 | 7267-341c | 911.89138 | 905.72928 | 17 | 9 | 201.99200 | 72.08800 |
| 07ef-5a6a | c6e5-f5a2 | 69.05955 | 81.87266 | 17 | 14 | 134.72437 | 72.05600 |
| 8d93-dc16 | c6e5-f5a2 | 71.25120 | 81.87266 | 17 | 14 | 175.77600 | 72.05600 |
| 3c98-490d | c6e5-f5a2 | 71.97057 | 81.87266 | 14 | 14 | 205.40800 | 72.05600 |
| 5621-6f52 | c6e5-f5a2 | 74.76081 | 81.87266 | 12 | 14 | 240.97600 | 72.05600 |
| 8a35-3311 | c6e5-f5a2 | 75.06653 | 81.87266 | 15 | 14 | 173.98400 | 72.05600 |
| 3544-2f01 | c6e5-f5a2 | 76.89877 | 81.87266 | 16 | 14 | 187.93600 | 72.05600 |
| 08c3-0610 | c6e5-f5a2 | 77.14715 | 81.87266 | 16 | 14 | 150.84000 | 72.05600 |
| cc07-2584 | c6e5-f5a2 | 78.69605 | 81.87266 | 17 | 14 | 225.86400 | 72.05600 |
| dbc2-6086 | af71-9985 | 1058.55883 | 1044.54164 | 10 | 7 | 149.45600 | 70.10400 |
| 9718-727b | bbd7-aebf | 653.68580 | 651.41642 | 14 | 11 | 195.52800 | 69.70400 |
| eca1-4826 | 93eb-d73d | 498.89488 | 512.55373 | 19 | 13 | 115.64800 | 69.28000 |
| d01f-c3fc | 93eb-d73d | 506.50487 | 512.55373 | 14 | 13 | 190.32000 | 69.28000 |
| 3247-f09c | 93eb-d73d | 507.69538 | 512.55373 | 13 | 13 | 90.63200 | 69.28000 |
| 47a4-4ee8 | 5d91-8dc3 | 146.96128 | 162.13601 | 15 | 14 | 137.61600 | 68.74400 |
| ad6b-76fd | 5d91-8dc3 | 149.09609 | 162.13601 | 19 | 14 | 108.04000 | 68.74400 |
| 61ed-f0e7 | 5d91-8dc3 | 151.90038 | 162.13601 | 17 | 14 | 183.41600 | 68.74400 |
| 088e-afdc | 5d91-8dc3 | 153.07159 | 162.13601 | 17 | 14 | 221.90400 | 68.74400 |
| 4e84-57fd | 5d91-8dc3 | 153.97560 | 162.13601 | 14 | 14 | 204.40000 | 68.74400 |
| 5b04-80d7 | 5d91-8dc3 | 155.14904 | 162.13601 | 15 | 14 | 103.79200 | 68.74400 |
| ba14-1a85 | 0611-6fd1 | 202.94377 | 212.75097 | 13 | 13 | 233.76800 | 68.33600 |
| 6b90-944f | 0611-6fd1 | 206.81100 | 212.75097 | 15 | 13 | 112.92800 | 68.33600 |
| 2ad1-c509 | 0611-6fd1 | 207.76891 | 212.75097 | 12 | 13 | 152.26400 | 68.33600 |
| 4d0f-6dba | 0611-6fd1 | 210.05998 | 212.75097 | 17 | 13 | 127.25274 | 68.33600 |
| 414b-137e | fb1d-5c5b | 354.89041 | 363.20005 | 15 | 13 | 133.52800 | 67.86451 |
| 858c-ac5d | fb1d-5c5b | 357.97103 | 363.20005 | 13 | 13 | 145.66400 | 67.86451 |
| aa4a-a377 | fb1d-5c5b | 359.42285 | 363.20005 | 11 | 13 | 233.56800 | 67.86451 |
| c9ca-0eee | 110d-f15a | 223.93133 | 232.92162 | 15 | 14 | 208.03200 | 66.41274 |
| f817-cdc1 | 110d-f15a | 223.98462 | 232.92162 | 19 | 14 | 153.76000 | 66.41274 |
| b067-f810 | 110d-f15a | 225.13811 | 232.92162 | 15 | 14 | 287.37600 | 66.41274 |
| c637-580f | 89fe-0e7d | 502.20130 | 508.15412 | 11 | 11 | 111.72800 | 66.04800 |
| fd0e-3851 | 0b20-1499 | 101.08267 | 115.93941 | 16 | 13 | 109.76800 | 65.29600 |
| 26c6-fd61 | 0b20-1499 | 102.99226 | 115.93941 | 12 | 13 | 227.06400 | 65.29600 |
| 49e3-38cf | 0b20-1499 | 104.19066 | 115.93941 | 16 | 13 | 229.37600 | 65.29600 |
| c9c0-efd9 | 70a8-5865 | 659.02670 | 666.66355 | 12 | 9 | 224.26400 | 65.16800 |
| d914-a49f | 0c84-47e5 | 1642.36803 | 1632.75003 | 22 | 6 | 309.33600 | 64.60000 |
| 7e35-5143 | 7542-d805 | 32.81567 | 35.86204 | 17 | 17 | 185.44800 | 64.59200 |
| 3b2c-9592 | 7542-d805 | 35.17116 | 35.86204 | 21 | 17 | 99.98400 | 64.59200 |
| 2395-21dc | 2422-75f2 | 49.87185 | 62.86793 | 14 | 12 | 201.35200 | 63.33600 |
| 5c66-885a | 2422-75f2 | 50.90811 | 62.86793 | 14 | 12 | 125.00000 | 63.33600 |
| df72-7206 | 2422-75f2 | 52.86777 | 62.86793 | 15 | 12 | 170.72808 | 63.33600 |
| 8792-77d1 | 2422-75f2 | 52.89734 | 62.86793 | 17 | 12 | 125.20000 | 63.33600 |
| d744-f036 | 2422-75f2 | 54.96921 | 62.86793 | 17 | 12 | 140.11200 | 63.33600 |
| 264c-a873 | 2422-75f2 | 57.79875 | 62.86793 | 13 | 12 | 240.80800 | 63.33600 |
| 9396-ec77 | 5f3a-2291 | 609.95291 | 617.88620 | 18 | 11 | 150.87200 | 61.91200 |
| 5e1f-c776 | 5f3a-2291 | 618.67076 | 617.88620 | 21 | 11 | 219.41600 | 61.91200 |
| f7e4-1aca | 5f3a-2291 | 618.73770 | 617.88620 | 20 | 11 | 232.52000 | 61.91200 |
| 90fb-77ef | 5542-9a00 | 546.87706 | 549.10764 | 11 | 10 | 245.05600 | 61.31200 |
| 8c22-dcf2 | 92da-754c | 344.96628 | 350.15153 | 17 | 12 | 132.24000 | 61.12800 |
| 634d-3785 | b9f0-00aa | 741.05766 | 745.19411 | 14 | 9 | 230.84000 | 57.73600 |
| ce04-2114 | 73b7-98b8 | 331.21738 | 345.68995 | 17 | 11 | 107.04194 | 56.89600 |
| d80e-afda | 73b7-98b8 | 338.93365 | 345.68995 | 19 | 11 | 120.45600 | 56.89600 |
| c38c-6102 | 73b7-98b8 | 339.00351 | 345.68995 | 11 | 11 | 107.67200 | 56.89600 |
| 8e19-7841 | 73b7-98b8 | 340.08100 | 345.68995 | 14 | 11 | 238.44800 | 56.89600 |
| aa6f-7f44 | b4ff-6442 | 44.70752 | 51.10139 | 14 | 11 | 178.48800 | 56.62400 |
| cc51-934d | a532-fb81 | 405.30597 | 411.54256 | 12 | 10 | 165.12800 | 56.24000 |
| ce85-5cb0 | a532-fb81 | 408.58696 | 411.54256 | 14 | 10 | 112.77935 | 56.24000 |
| 3038-5494 | 0739-8fdd | 414.87030 | 415.87755 | 15 | 9 | 166.51200 | 55.60903 |
| 55bc-de1a | 0739-8fdd | 416.19959 | 415.87755 | 12 | 9 | 174.85600 | 55.60903 |
| d409-e16b | e48f-afd1 | 462.06906 | 471.56672 | 15 | 10 | 97.20800 | 54.73600 |
| e409-bb10 | e48f-afd1 | 469.78477 | 471.56672 | 15 | 10 | 133.64760 | 54.73600 |
| 6e19-ba06 | c407-83ab | 402.05115 | 406.01928 | 11 | 9 | 145.99200 | 54.42400 |
| 3dd0-e44b | 3362-13c6 | 236.07939 | 246.71898 | 13 | 11 | 113.77600 | 53.27200 |
| 701a-46b5 | 3362-13c6 | 239.81741 | 246.71898 | 10 | 11 | 152.76800 | 53.27200 |
| bd05-b237 | 3362-13c6 | 247.95338 | 246.71898 | 14 | 11 | 123.40636 | 53.27200 |
| 11b3-9460 | 989b-d66e | 270.05892 | 278.67703 | 14 | 10 | 189.30400 | 53.10400 |
| 2624-3b27 | 989b-d66e | 274.07208 | 278.67703 | 19 | 10 | 104.80051 | 53.10400 |
| 954d-a9a1 | 989b-d66e | 274.69543 | 278.67703 | 16 | 10 | 186.57600 | 53.10400 |
| 2042-175b | fdf9-4bd5 | 445.84885 | 455.45612 | 14 | 9 | 135.34400 | 52.50763 |
| dc55-e6e4 | d47b-b87a | 83.96260 | 91.95755 | 12 | 10 | 154.18400 | 52.40000 |
| 9736-4c6e | eff4-a33a | 718.07770 | 720.72066 | 14 | 9 | 182.35200 | 51.80800 |
| dd45-70c8 | eff4-a33a | 718.12957 | 720.72066 | 15 | 9 | 158.92800 | 51.80800 |
| 7179-d648 | c9db-1c2a | 1301.85719 | 1310.71047 | 12 | 4 | 171.55269 | 51.71200 |
| 3326-6f2b | 091c-04a6 | 371.92106 | 381.68563 | 16 | 9 | 124.74400 | 51.39200 |
| e153-5275 | 091c-04a6 | 373.69987 | 381.68563 | 14 | 9 | 113.21600 | 51.39200 |
| aef0-eb63 | d4a0-465c | 85.85860 | 96.09705 | 12 | 10 | 90.86400 | 50.83200 |
| e8ce-9c92 | 8a4c-a692 | 42.07461 | 51.76875 | 11 | 10 | 176.78400 | 50.40800 |
| 6612-4913 | 8a4c-a692 | 44.83902 | 51.76875 | 14 | 10 | 169.50400 | 50.40800 |
| d2a5-cb0b | 9879-5637 | 151.14736 | 159.23818 | 11 | 8 | 111.95601 | 50.32800 |
| f9ef-c763 | b200-4b7c | 281.71595 | 296.02749 | 15 | 10 | 68.92445 | 48.88800 |
| c202-1d7a | b200-4b7c | 282.03253 | 296.02749 | 18 | 10 | 142.46400 | 48.88800 |
| 0730-1170 | b200-4b7c | 286.17233 | 296.02749 | 11 | 10 | 111.24000 | 48.88800 |
| c26a-e062 | b200-4b7c | 292.55330 | 296.02749 | 11 | 10 | 131.04800 | 48.88800 |
| 3dd4-a7bf | b200-4b7c | 295.49494 | 296.02749 | 13 | 10 | 121.50400 | 48.88800 |
| 8fed-129c | 7311-d886 | 297.39047 | 308.68863 | 11 | 9 | 78.96000 | 47.56000 |
| d28f-625d | 7311-d886 | 299.14234 | 308.68863 | 12 | 9 | 132.77600 | 47.56000 |
| f1ed-72ba | 7311-d886 | 300.99374 | 308.68863 | 11 | 9 | 113.68000 | 47.56000 |
| 222a-4f40 | 7311-d886 | 303.96037 | 308.68863 | 13 | 9 | 129.08000 | 47.56000 |
| 10c2-0183 | 1f72-2c0b | 514.17411 | 521.69646 | 12 | 8 | 94.44800 | 46.73600 |
| df4d-94e7 | 1f72-2c0b | 521.54336 | 521.69646 | 11 | 8 | 191.00000 | 46.73600 |
| 25d2-4e67 | 6dc3-ba56 | 611.59943 | 611.91646 | 9 | 7 | 107.53225 | 46.20000 |
| b943-8c30 | 6dc3-ba56 | 611.89350 | 611.91646 | 8 | 7 | 141.74400 | 46.20000 |
| 17d6-4c1d | b82d-4981 | 54.03106 | 64.82223 | 14 | 9 | 104.23200 | 46.17600 |
| 14a5-a7fb | b82d-4981 | 55.37569 | 64.82223 | 12 | 9 | 96.06400 | 46.17600 |
| 633f-0d95 | b82d-4981 | 58.60582 | 64.82223 | 11 | 9 | 130.91200 | 46.17600 |
| b17a-5976 | 8043-477c | 32.09029 | 41.65043 | 13 | 10 | 109.22400 | 46.06400 |
| 2040-1f5e | 8043-477c | 32.62738 | 41.65043 | 12 | 10 | 206.33600 | 46.06400 |
| 3cf7-531c | 8043-477c | 35.78367 | 41.65043 | 13 | 10 | 154.58400 | 46.06400 |
| cd49-757c | c7cd-bc07 | 383.65488 | 398.11279 | 23 | 17 | 157.38400 | 45.81567 |
| 405d-7c51 | c7cd-bc07 | 388.20536 | 398.11279 | 11 | 17 | 152.80800 | 45.81567 |
| 604c-4419 | c7cd-bc07 | 393.59697 | 398.11279 | 18 | 17 | 178.60000 | 45.81567 |
| 6aeb-33f8 | c7cd-bc07 | 393.85530 | 398.11279 | 10 | 17 | 78.44000 | 45.81567 |
| 4226-796d | c7cd-bc07 | 395.93522 | 398.11279 | 23 | 17 | 145.79200 | 45.81567 |
| cd4d-9300 | c7cd-bc07 | 396.75446 | 398.11279 | 16 | 17 | 110.24000 | 45.81567 |
| 15da-d8d2 | c7cd-bc07 | 400.76406 | 398.11279 | 11 | 17 | 69.45600 | 45.81567 |
| 155c-46bd | c7cd-bc07 | 401.77685 | 398.11279 | 21 | 17 | 164.39200 | 45.81567 |
| ea17-6d0f | c7cd-bc07 | 409.97462 | 398.11279 | 19 | 17 | 191.01600 | 45.81567 |
| d673-0381 | c7cd-bc07 | 411.87347 | 398.11279 | 20 | 17 | 157.76800 | 45.81567 |
| 7f66-d5f6 | 999f-ae3e | 168.06907 | 174.18045 | 10 | 8 | 112.34400 | 45.64800 |
| 09d4-ca90 | 5f49-c5cc | 108.12104 | 118.36041 | 11 | 10 | 156.65600 | 45.43200 |
| f1b7-e2cb | 5f49-c5cc | 113.18766 | 118.36041 | 11 | 10 | 89.62547 | 45.43200 |
| 34f7-2b1b | 5f49-c5cc | 114.84097 | 118.36041 | 10 | 10 | 149.73600 | 45.43200 |
| e071-1f0b | a382-81de | 117.67574 | 129.89515 | 14 | 9 | 140.10553 | 43.89608 |
| 8c14-8027 | a382-81de | 120.66316 | 129.89515 | 14 | 9 | 149.60000 | 43.89608 |
| 0324-a7c7 | da95-c287 | 632.56525 | 632.61837 | 10 | 8 | 99.06400 | 43.65973 |
| 9305-9262 | 35e0-b5b6 | 91.69591 | 100.21777 | 13 | 8 | 90.71200 | 43.43200 |
| 80a1-dbd3 | 3c89-d4f3 | 319.07514 | 324.10414 | 12 | 7 | 207.65600 | 42.97600 |
| e8f9-d5d2 | 3c89-d4f3 | 320.90964 | 324.10414 | 13 | 7 | 143.75200 | 42.97600 |
| 9819-1410 | 5af0-37fb | 272.20167 | 280.05463 | 10 | 8 | 79.90400 | 42.61600 |
| d9dc-d1ae | 5af0-37fb | 274.39381 | 280.05463 | 13 | 8 | 106.36800 | 42.61600 |
| 89e9-edd9 | e6f9-235a | 551.03601 | 554.91325 | 11 | 8 | 91.48800 | 42.16000 |
| 1481-0464 | 7434-f20f | 457.37017 | 462.85512 | 11 | 7 | 152.08499 | 41.52800 |
| 533c-10b6 | 909b-0885 | 213.01043 | 226.19440 | 13 | 9 | 174.59200 | 40.65600 |
| b2e5-04f0 | 909b-0885 | 220.19351 | 226.19440 | 10 | 9 | 134.22400 | 40.65600 |
| a3bb-970a | 909b-0885 | 220.72405 | 226.19440 | 9 | 9 | 131.33600 | 40.65600 |
| 4297-8f43 | c083-9361 | 432.07061 | 442.64631 | 11 | 6 | 100.93600 | 39.51200 |
| 3a36-4648 | c083-9361 | 438.95338 | 442.64631 | 6 | 6 | 80.81600 | 39.51200 |
| 0c5a-71e7 | c083-9361 | 439.72449 | 442.64631 | 8 | 6 | 77.40000 | 39.51200 |
| ec06-181e | 1bb1-37ee | 123.61201 | 135.02130 | 8 | 8 | 59.41600 | 38.96800 |
| 0c98-5706 | 1bb1-37ee | 123.90807 | 135.02130 | 9 | 8 | 53.86400 | 38.96800 |
| 1e76-15f1 | 68e2-a104 | 50.26394 | 58.63184 | 7 | 7 | 248.40800 | 38.79200 |
| 2af4-0cc3 | 17e9-b1bc | 463.85560 | 471.58148 | 8 | 6 | 133.76800 | 38.77600 |
| 1249-f93c | 17e9-b1bc | 466.91825 | 471.58148 | 7 | 6 | 170.76000 | 38.77600 |
| 3c23-81f1 | b919-1a7e | 130.09392 | 140.16148 | 12 | 9 | 91.47200 | 38.03641 |
| 4892-a83b | b919-1a7e | 132.00361 | 140.16148 | 10 | 9 | 106.92000 | 38.03641 |
| c8db-eb63 | b919-1a7e | 136.31244 | 140.16148 | 15 | 9 | 149.35200 | 38.03641 |
| 5863-7b5e | b0f1-34c5 | 707.51422 | 710.76883 | 6 | 6 | 143.10400 | 38.01600 |
| 0303-5bc2 | b0f1-34c5 | 707.88572 | 710.76883 | 11 | 6 | 168.10400 | 38.01600 |
| f1fe-4832 | 21a8-f424 | 645.64387 | 643.07740 | 7 | 6 | 82.14400 | 37.35200 |
| 9f94-bdda | 54f3-db70 | 1108.12306 | 1090.09752 | 6 | 4 | 56.43200 | 37.33600 |
| 0c82-636c | 1d3e-261f | 50.16696 | 61.78044 | 11 | 7 | 155.44000 | 37.12800 |
| 5e11-be12 | 1d3e-261f | 50.17736 | 61.78044 | 13 | 7 | 99.67200 | 37.12800 |
| 402d-f9d9 | 1d3e-261f | 52.26137 | 61.78044 | 11 | 7 | 97.48000 | 37.12800 |
| 25bf-52a4 | a7fc-32bd | 146.57789 | 150.66749 | 12 | 7 | 153.13600 | 37.09600 |
| e42a-b53d | e4e1-baaf | 446.65293 | 458.07994 | 6 | 4 | 42.02400 | 36.65600 |
| 0759-e01b | 8d29-86ea | 266.15632 | 274.51969 | 9 | 7 | 65.68800 | 36.61600 |
| 40ba-eb3a | 8d29-86ea | 267.73855 | 274.51969 | 9 | 7 | 152.00800 | 36.61600 |
| 1845-a1c3 | 8d29-86ea | 268.07273 | 274.51969 | 8 | 7 | 109.51200 | 36.61600 |
| f364-0013 | 5321-f496 | 119.27674 | 127.86253 | 8 | 7 | 124.43200 | 36.23200 |
| 0658-776f | 5321-f496 | 121.17470 | 127.86253 | 7 | 7 | 55.18400 | 36.23200 |
| 35e2-a430 | 4483-0709 | 477.73968 | 492.95369 | 12 | 7 | 135.60800 | 36.21600 |
| b1c9-792a | 4483-0709 | 488.29505 | 492.95369 | 15 | 7 | 150.55200 | 36.21600 |
| d663-3f99 | 6f29-bd0c | 921.81728 | 919.38595 | 13 | 5 | 132.93600 | 36.07200 |
| cb6e-305e | 621e-2b0e | 24.90699 | 33.81301 | 13 | 8 | 103.14400 | 35.36000 |
| 07ff-d836 | 621e-2b0e | 26.91394 | 33.81301 | 11 | 8 | 70.20800 | 35.36000 |
| 7bf1-e12c | 51df-76c0 | 246.34993 | 252.96190 | 10 | 6 | 92.50400 | 35.35200 |
| 787a-9f73 | 51df-76c0 | 249.05868 | 252.96190 | 8 | 6 | 102.38141 | 35.35200 |
| 5cc0-3fff | 4558-4afe | 142.31485 | 148.72264 | 11 | 7 | 156.40000 | 35.06400 |
| 0250-4cc2 | a9fa-046d | 240.09605 | 247.15105 | 7 | 6 | 110.70400 | 34.52000 |
| b043-63ae | a9fa-046d | 242.02812 | 247.15105 | 9 | 6 | 78.93600 | 34.52000 |
| b3a6-17b4 | 43a1-0373 | 660.87446 | 675.64528 | 12 | 9 | 173.63200 | 34.46986 |
| bdfd-5337 | 43a1-0373 | 662.54565 | 675.64528 | 9 | 9 | 169.67936 | 34.46986 |
| 1d7f-c202 | 43a1-0373 | 668.76968 | 675.64528 | 9 | 9 | 67.18400 | 34.46986 |
| 5946-907a | 43a1-0373 | 670.20334 | 675.64528 | 12 | 9 | 171.56000 | 34.46986 |
| 41a9-0616 | 43a1-0373 | 679.80031 | 675.64528 | 17 | 9 | 230.80800 | 34.46986 |
| 4317-61de | 43a1-0373 | 687.00955 | 675.64528 | 15 | 9 | 137.44000 | 34.46986 |
| c5ab-ad8d | a7ff-c995 | 95.22296 | 106.76977 | 7 | 6 | 146.32800 | 33.33600 |
| 37e3-aa4d | efc1-6430 | 331.84562 | 334.24381 | 10 | 6 | 71.64800 | 31.77600 |
| 1ce2-d849 | 9fd1-c8cb | 29.17551 | 37.49635 | 12 | 7 | 66.20800 | 31.72800 |
| 7fc5-4f30 | c0ac-0ddb | 194.96870 | 204.39605 | 9 | 6 | 58.81600 | 31.23200 |
| 86d1-5803 | c0ac-0ddb | 197.19209 | 204.39605 | 9 | 6 | 61.45600 | 31.23200 |
| b764-c3f8 | c0ac-0ddb | 198.08981 | 204.39605 | 5 | 6 | 57.77600 | 31.23200 |
| e311-6459 | c0ac-0ddb | 203.84030 | 204.39605 | 8 | 6 | 134.39200 | 31.23200 |
| 09c8-64d1 | c0ac-0ddb | 204.63712 | 204.39605 | 8 | 6 | 90.35200 | 31.23200 |
| 5434-5567 | 7f01-d4ce | 234.95683 | 242.26244 | 7 | 6 | 61.58400 | 31.10400 |
| d066-37b4 | 4127-7063 | 263.81130 | 268.67022 | 7 | 6 | 64.27200 | 31.10400 |
| 070a-4ecc | d2df-70c8 | 1236.19729 | 1228.99427 | 12 | 4 | 119.70844 | 30.85600 |
| dc29-5ef1 | d328-cbb8 | 24.07634 | 31.72216 | 8 | 7 | 87.20800 | 30.39200 |
| a784-045d | d328-cbb8 | 24.64591 | 31.72216 | 9 | 7 | 68.29600 | 30.39200 |
| e0ed-813f | e85c-8a4b | 214.27215 | 224.96226 | 9 | 6 | 118.20800 | 29.58400 |
| 953e-bc60 | e85c-8a4b | 218.02413 | 224.96226 | 8 | 6 | 97.59200 | 29.58400 |
| 44b9-7f2a | 5ce2-58c4 | 45.34528 | 50.87756 | 11 | 6 | 82.86400 | 29.41600 |
| 045c-28ca | 5ce2-58c4 | 45.85071 | 50.87756 | 9 | 6 | 95.44800 | 29.41600 |
| 19e7-fba0 | 5ce2-58c4 | 46.14501 | 50.87756 | 9 | 6 | 132.33600 | 29.41600 |
| bf01-0c8f | 5ce2-58c4 | 46.19394 | 50.87756 | 9 | 6 | 153.85600 | 29.41600 |
| 005c-9cfc | cabb-a692 | 159.07015 | 167.93807 | 7 | 6 | 67.92000 | 29.32000 |
| 0421-45f0 | cabb-a692 | 160.06954 | 167.93807 | 5 | 6 | 67.55200 | 29.32000 |
| d77a-a1a9 | cabb-a692 | 163.02698 | 167.93807 | 6 | 6 | 63.17600 | 29.32000 |
| 0b34-2a72 | 28d8-ef91 | 32.99277 | 45.89231 | 9 | 7 | 80.21600 | 29.24800 |
| b2e4-14b2 | 28d8-ef91 | 33.91184 | 45.89231 | 9 | 7 | 106.16000 | 29.24800 |
| c073-f38c | 28d8-ef91 | 37.97924 | 45.89231 | 9 | 7 | 113.83200 | 29.24800 |
| 8317-3b1a | 28d8-ef91 | 39.24777 | 45.89231 | 8 | 7 | 123.36000 | 29.24800 |
| 4cb4-f406 | 28d8-ef91 | 39.62780 | 45.89231 | 9 | 7 | 60.44000 | 29.24800 |
| 8cf9-dc84 | 28d8-ef91 | 40.17450 | 45.89231 | 14 | 7 | 76.31200 | 29.24800 |
| d20b-c20a | 28d8-ef91 | 41.84749 | 45.89231 | 9 | 7 | 74.44000 | 29.24800 |
| 1c9f-c335 | 28d8-ef91 | 42.08047 | 45.89231 | 12 | 7 | 58.56800 | 29.24800 |
| 2b31-508c | 235e-b745 | 300.40612 | 310.03094 | 6 | 4 | 67.51200 | 27.99200 |
| 374e-dac0 | 1b2c-2571 | 692.94534 | 687.87047 | 3 | 2 | 29.39200 | 27.55200 |
| fefb-6e69 | 1b2c-2571 | 694.54260 | 687.87047 | 4 | 2 | 78.84800 | 27.55200 |
| 50c1-aa1f | 09a4-dd22 | 84.63289 | 92.86616 | 10 | 5 | 118.55200 | 26.94400 |
| 1fd1-2756 | 09a4-dd22 | 88.18111 | 92.86616 | 7 | 5 | 188.04000 | 26.94400 |
| 9483-f463 | 6a8d-eb40 | 183.07565 | 189.21832 | 9 | 5 | 45.48800 | 25.96000 |
| 526d-8e5c | 78d9-4dcb | 600.14319 | 606.78991 | 5 | 3 | 61.29600 | 25.88000 |
| d339-1abc | 52d6-d102 | 394.05950 | 397.68944 | 4 | 3 | 64.16800 | 25.11200 |
| 347d-c162 | 52d6-d102 | 395.91008 | 397.68944 | 7 | 3 | 32.88800 | 25.11200 |
| f318-907c | 52d6-d102 | 401.74516 | 397.68944 | 5 | 3 | 37.74400 | 25.11200 |
| 784c-8825 | eee2-d6b9 | 50.29244 | 61.21589 | 10 | 5 | 52.35200 | 24.86400 |
| 1bf2-63f3 | eee2-d6b9 | 50.94322 | 61.21589 | 9 | 5 | 138.28000 | 24.86400 |
| 7afc-4a92 | eee2-d6b9 | 52.07689 | 61.21589 | 8 | 5 | 68.56000 | 24.86400 |
| 3e7f-ff10 | eee2-d6b9 | 52.81994 | 61.21589 | 7 | 5 | 71.64000 | 24.86400 |
| d404-773b | eee2-d6b9 | 53.92642 | 61.21589 | 9 | 5 | 87.00000 | 24.86400 |
| c653-b7b9 | b6cf-1a2d | 618.57755 | 626.33687 | 4 | 5 | 46.90400 | 24.76800 |
| 1fe7-e973 | b6cf-1a2d | 623.68127 | 626.33687 | 8 | 5 | 110.57600 | 24.76800 |
| 34db-a160 | 9f3a-b9fa | 42.92067 | 51.09023 | 9 | 5 | 73.94400 | 24.55200 |
| 3ebe-18d7 | fa12-9eac | 371.83329 | 386.16176 | 8 | 5 | 51.06459 | 23.88814 |
| a651-eae0 | fa12-9eac | 377.77191 | 386.16176 | 9 | 5 | 95.20504 | 23.88814 |
| 2586-990f | fa12-9eac | 379.56897 | 386.16176 | 7 | 5 | 80.26400 | 23.88814 |
| c844-c259 | fa12-9eac | 381.12508 | 386.16176 | 6 | 5 | 77.47200 | 23.88814 |
| 2b64-b602 | fa12-9eac | 382.06600 | 386.16176 | 7 | 5 | 112.98400 | 23.88814 |
| 68cc-2306 | fa12-9eac | 386.84572 | 386.16176 | 6 | 5 | 92.74400 | 23.88814 |
| c858-6b3c | 5354-d3b5 | 559.10701 | 562.81627 | 10 | 5 | 153.87200 | 23.53600 |
| 6317-b466 | 4675-09c5 | 729.07277 | 737.67836 | 7 | 5 | 99.84800 | 23.13600 |
| 81ed-dd9e | 4675-09c5 | 730.28983 | 737.67836 | 10 | 5 | 90.21600 | 23.13600 |
| f1cc-f21c | 4675-09c5 | 738.80442 | 737.67836 | 4 | 5 | 53.33600 | 23.13600 |
| 9c25-6b01 | 5222-6720 | 73.00046 | 81.82041 | 6 | 4 | 171.02400 | 22.83200 |
| b88d-e351 | b382-3b5e | 206.64088 | 216.80689 | 5 | 3 | 45.53600 | 22.75200 |
| 37fd-2a8d | 9f72-f7b4 | 32.22941 | 39.76845 | 9 | 5 | 54.61600 | 22.60000 |
| 9556-3a76 | 9f72-f7b4 | 33.27550 | 39.76845 | 7 | 5 | 109.81600 | 22.60000 |
| 408a-2043 | 15e9-adf2 | 892.60536 | 890.67394 | 9 | 2 | 114.43200 | 22.56800 |
| 465b-6adc | f516-a7b3 | 317.18769 | 330.93457 | 6 | 4 | 51.37600 | 22.14400 |
| bf92-ec1e | f516-a7b3 | 318.64226 | 330.93457 | 7 | 4 | 91.30400 | 22.14400 |
| 325f-713d | f516-a7b3 | 324.73727 | 330.93457 | 7 | 4 | 49.96800 | 22.14400 |
| 5eb7-832e | c52c-3ef8 | 413.00541 | 421.67179 | 5 | 4 | 90.22400 | 21.27200 |
| d99c-afac | c52c-3ef8 | 417.21138 | 421.67179 | 6 | 4 | 63.93600 | 21.27200 |
| 305e-c1f8 | c52c-3ef8 | 422.05494 | 421.67179 | 6 | 4 | 51.21600 | 21.27200 |
| 172c-2472 | 5572-62ca | 75.22566 | 86.21521 | 9 | 4 | 86.51313 | 19.42400 |
| 43b6-a1d0 | 5572-62ca | 77.73480 | 86.21521 | 10 | 4 | 78.67200 | 19.42400 |
| 348c-49c5 | 5572-62ca | 78.54957 | 86.21521 | 7 | 4 | 48.11200 | 19.42400 |
| 9ea5-db39 | 92fd-2bec | 340.61800 | 347.89623 | 5 | 3 | 70.75200 | 19.42400 |
| c8ab-1984 | 3eee-8385 | 239.87016 | 245.04924 | 4 | 2 | 22.15200 | 18.90400 |
| 9db6-7a4a | ddbf-c21d | 63.56949 | 72.95815 | 10 | 4 | 82.52800 | 18.66400 |
| 9934-75da | ddbf-c21d | 65.48163 | 72.95815 | 5 | 4 | 74.13600 | 18.66400 |
| 281d-812d | 744c-c56e | 773.08907 | 777.77197 | 7 | 3 | 65.83200 | 18.38400 |
| 55e5-c0dd | 744c-c56e | 780.79120 | 777.77197 | 6 | 3 | 50.52000 | 18.38400 |
| a71c-e77f | 6b23-c5ec | 786.68686 | 792.07400 | 4 | 4 | 44.48000 | 18.12800 |
| 7131-77b5 | 6b23-c5ec | 786.83954 | 792.07400 | 10 | 4 | 100.28000 | 18.12800 |
| 0350-4e60 | 6b23-c5ec | 789.68156 | 792.07400 | 6 | 4 | 118.85600 | 18.12800 |
| 98b4-97e9 | 6b23-c5ec | 799.35730 | 792.07400 | 14 | 4 | 119.78400 | 18.12800 |
| a853-2fa5 | 1d66-2d68 | 24.23396 | 30.63662 | 7 | 4 | 88.91200 | 17.97600 |
| a682-0506 | 1d66-2d68 | 24.69907 | 30.63662 | 6 | 4 | 103.21600 | 17.97600 |
| 8e94-af11 | 0713-43e2 | 223.78051 | 233.75524 | 9 | 4 | 90.08800 | 17.97600 |
| 5d79-d262 | 0713-43e2 | 226.25089 | 233.75524 | 8 | 4 | 131.68800 | 17.97600 |
| f3ff-a9a9 | 88a7-9a4c | 37.58016 | 44.78971 | 8 | 4 | 50.36800 | 17.72800 |
| e01b-f426 | d095-5e4d | 102.43441 | 114.63484 | 5 | 4 | 68.43145 | 17.48000 |
| 2a3d-3438 | d095-5e4d | 105.21795 | 114.63484 | 6 | 4 | 45.43200 | 17.48000 |
| 0901-b9b6 | d095-5e4d | 106.57858 | 114.63484 | 6 | 4 | 51.87200 | 17.48000 |
| 6247-bb7a | 4e06-e2bb | 208.94672 | 223.25537 | 4 | 3 | 29.87200 | 16.71200 |
| f66c-f266 | 4e06-e2bb | 209.73185 | 223.25537 | 4 | 3 | 44.46400 | 16.71200 |
| 7a3a-eba1 | 1602-7338 | 81.99847 | 92.40220 | 4 | 3 | 34.34400 | 16.40800 |
| 23b9-7924 | 1602-7338 | 85.09352 | 92.40220 | 6 | 3 | 108.56000 | 16.40800 |
| 5c90-a30a | b5e2-9fa9 | 48.76645 | 59.77759 | 3 | 3 | 58.44800 | 16.01600 |
| f816-ebe3 | b5e2-9fa9 | 48.86450 | 59.77759 | 4 | 3 | 19.15200 | 16.01600 |
| 3087-481c | b5e2-9fa9 | 48.91903 | 59.77759 | 6 | 3 | 52.89600 | 16.01600 |
| 33bb-e222 | b5e2-9fa9 | 49.15894 | 59.77759 | 2 | 3 | 11.76800 | 16.01600 |
| 9203-68b0 | b5e2-9fa9 | 49.18106 | 59.77759 | 1 | 3 | 8.89600 | 16.01600 |
| 4e99-c984 | b5e2-9fa9 | 49.20741 | 59.77759 | 4 | 3 | 58.13600 | 16.01600 |
| 14e7-deb4 | b5e2-9fa9 | 49.29109 | 59.77759 | 1 | 3 | 8.35200 | 16.01600 |
| 915d-5c5b | b5e2-9fa9 | 49.61078 | 59.77759 | 6 | 3 | 49.19200 | 16.01600 |
| eae0-8202 | b5e2-9fa9 | 49.73025 | 59.77759 | 3 | 3 | 24.22400 | 16.01600 |
| fb26-0d44 | b5e2-9fa9 | 50.90200 | 59.77759 | 6 | 3 | 38.40800 | 16.01600 |
| 46b6-5ac2 | b5e2-9fa9 | 50.93156 | 59.77759 | 5 | 3 | 34.34400 | 16.01600 |
| 67b2-f6da | b5e2-9fa9 | 51.62348 | 59.77759 | 3 | 3 | 23.06400 | 16.01600 |
| 7461-cf69 | b5e2-9fa9 | 51.66334 | 59.77759 | 6 | 3 | 51.23200 | 16.01600 |
| 8fa4-57eb | f4d6-97e0 | 357.03791 | 368.29134 | 7 | 3 | 83.73600 | 15.71200 |
| d8be-6ce4 | f4d6-97e0 | 358.83183 | 368.29134 | 10 | 3 | 137.24000 | 15.71200 |
| ca40-0ed7 | f4d6-97e0 | 365.52846 | 368.29134 | 6 | 3 | 55.89600 | 15.71200 |
| d647-7511 | 9d90-38d7 | 142.84744 | 149.77745 | 6 | 3 | 138.09600 | 15.67200 |
| 70b4-5f58 | 3d8b-cf75 | 254.96940 | 259.63228 | 5 | 2 | 55.24000 | 15.20000 |
| 7d44-1cbe | 3d8b-cf75 | 255.44622 | 259.63228 | 7 | 2 | 72.04800 | 15.20000 |
| 103a-d65f | d301-6b01 | 46.79800 | 53.87067 | 7 | 3 | 74.30400 | 15.15200 |
| 940e-0efe | d301-6b01 | 47.25586 | 53.87067 | 6 | 3 | 119.76000 | 15.15200 |
| 5d6e-1e2f | d301-6b01 | 47.81763 | 53.87067 | 4 | 3 | 21.64000 | 15.15200 |
| f9c0-97cf | d301-6b01 | 47.92569 | 53.87067 | 2 | 3 | 32.10400 | 15.15200 |
| cd3d-0483 | d301-6b01 | 48.06388 | 53.87067 | 3 | 3 | 55.57600 | 15.15200 |
| 1635-f8d2 | d301-6b01 | 48.08120 | 53.87067 | 5 | 3 | 37.60000 | 15.15200 |
| 0216-fe70 | d301-6b01 | 48.27144 | 53.87067 | 6 | 3 | 63.65457 | 15.15200 |
| 9c74-a224 | 9465-f2b9 | 293.34027 | 296.28549 | 7 | 3 | 75.38301 | 14.91200 |
| 8d14-bd4a | 3a49-923d | 331.80471 | 344.65273 | 3 | 2 | 22.65132 | 14.77600 |
| 421a-64f1 | 3a49-923d | 335.96425 | 344.65273 | 6 | 2 | 79.16800 | 14.77600 |
| e6bb-8c66 | 9400-e532 | 558.06448 | 562.22343 | 2 | 3 | 19.08800 | 14.43200 |
| 42a3-6a71 | b6e3-9420 | 44.03456 | 51.85824 | 8 | 3 | 70.00800 | 13.72800 |
| e5b8-4efe | b6e3-9420 | 44.07900 | 51.85824 | 7 | 3 | 74.68000 | 13.72800 |
| 8696-a344 | b6e3-9420 | 45.01966 | 51.85824 | 5 | 3 | 38.24800 | 13.72800 |
| cf29-ef56 | b6e3-9420 | 45.03134 | 51.85824 | 6 | 3 | 38.88000 | 13.72800 |
| 2aea-375a | b6e3-9420 | 45.22472 | 51.85824 | 5 | 3 | 36.65600 | 13.72800 |
| 7f81-ae0c | b6e3-9420 | 45.84509 | 51.85824 | 8 | 3 | 68.71200 | 13.72800 |
| 6ef1-cb7c | b6e3-9420 | 46.14410 | 51.85824 | 7 | 3 | 48.00800 | 13.72800 |
| c60b-5323 | b6e3-9420 | 46.30319 | 51.85824 | 6 | 3 | 65.12800 | 13.72800 |
| d765-53a8 | b6e3-9420 | 46.40978 | 51.85824 | 5 | 3 | 37.55200 | 13.72800 |
| 77d7-8a66 | 4bbd-9814 | 264.94744 | 274.81039 | 2 | 2 | 31.88800 | 12.93600 |
| e7fa-bcee | 4bbd-9814 | 267.52843 | 274.81039 | 5 | 2 | 39.81600 | 12.93600 |
| bbaf-abba | 2c00-bf20 | 35.14084 | 44.39881 | 7 | 3 | 54.23200 | 12.76000 |
| 25ee-178f | 2c00-bf20 | 36.98027 | 44.39881 | 7 | 3 | 28.48000 | 12.76000 |
| 2629-b756 | 746a-f82d | 113.61271 | 119.93666 | 6 | 2 | 66.02400 | 12.40000 |
| 5a3c-c17c | 746a-f82d | 113.73308 | 119.93666 | 4 | 2 | 87.48824 | 12.40000 |
| 7a5a-1410 | 746a-f82d | 116.89299 | 119.93666 | 3 | 2 | 29.65600 | 12.40000 |
| 36a1-85f5 | 871b-3258 | 166.84272 | 175.96111 | 7 | 2 | 61.95200 | 12.18400 |
| 915b-2d4a | f3ed-0699 | 27.20726 | 39.85060 | 8 | 3 | 60.04800 | 11.96000 |
| 3674-4a7b | f3ed-0699 | 28.85868 | 39.85060 | 7 | 3 | 55.72800 | 11.96000 |
| 2f6f-0de5 | f3ed-0699 | 31.31081 | 39.85060 | 6 | 3 | 55.65600 | 11.96000 |
| 118a-c183 | f3ed-0699 | 32.19132 | 39.85060 | 7 | 3 | 60.43441 | 11.96000 |
| 73b7-5042 | 8d10-fe95 | 183.66172 | 193.99155 | 2 | 2 | 14.28000 | 11.92800 |
| 16a4-7c89 | 76c7-7c44 | 217.98627 | 228.75477 | 4 | 2 | 35.77600 | 11.74400 |
| 49ea-72a4 | 16a8-0b10 | 135.82076 | 141.65391 | 6 | 2 | 92.06400 | 11.64000 |
| e8f4-a39e | d9c3-a26b | 149.87238 | 156.69497 | 2 | 2 | 15.67200 | 11.32000 |
| 5972-42f7 | 4e85-aa94 | 99.60801 | 107.59918 | 4 | 2 | 28.11200 | 10.42400 |
| b431-fb68 | 4e85-aa94 | 102.78086 | 107.59918 | 3 | 2 | 15.32800 | 10.42400 |
| 4cf7-aa85 | 48ab-d07b | 42.25377 | 50.17037 | 4 | 2 | 36.12800 | 9.35200 |
| d1c3-9728 | 48ab-d07b | 45.04795 | 50.17037 | 2 | 2 | 13.41600 | 9.35200 |
| 306a-28c0 | 48ab-d07b | 45.05160 | 50.17037 | 3 | 2 | 36.17600 | 9.35200 |
| a7c4-77da | 48ab-d07b | 45.98527 | 50.17037 | 3 | 2 | 22.41600 | 9.35200 |
| e733-0271 | 48ab-d07b | 46.24192 | 50.17037 | 1 | 2 | 12.31200 | 9.35200 |
| f865-d1e1 | 48ab-d07b | 46.25744 | 50.17037 | 2 | 2 | 20.87200 | 9.35200 |
| 1513-f907 | 48ab-d07b | 46.85793 | 50.17037 | 2 | 2 | 18.69600 | 9.35200 |
| ce93-7852 | 48ab-d07b | 47.84417 | 50.17037 | 2 | 2 | 12.60800 | 9.35200 |
| 7488-6832 | 48ab-d07b | 47.94794 | 50.17037 | 1 | 2 | 15.70400 | 9.35200 |
| 48f3-a462 | 8674-6891 | 24.97554 | 34.14793 | 5 | 2 | 110.92000 | 9.08800 |
| bb9f-e1ea | d44f-f809 | 38.98579 | 48.36546 | 6 | 2 | 58.60000 | 8.56800 |
| 1d8a-e229 | d44f-f809 | 39.24899 | 48.36546 | 4 | 2 | 59.72800 | 8.56800 |
| 64aa-7a28 | d44f-f809 | 41.15757 | 48.36546 | 5 | 2 | 54.72000 | 8.56800 |
| de1e-2ce3 | d44f-f809 | 41.22367 | 48.36546 | 6 | 2 | 29.80000 | 8.56800 |
| 4068-7675 | c646-33e9 | 30.17837 | 41.18087 | 5 | 2 | 37.28800 | 7.48000 |
| a875-9c26 | c646-33e9 | 30.70654 | 41.18087 | 4 | 2 | 28.72000 | 7.48000 |
| 17ff-df70 | c646-33e9 | 31.78060 | 41.18087 | 5 | 2 | 59.72000 | 7.48000 |
| 4e18-0e20 | c646-33e9 | 31.94971 | 41.18087 | 4 | 2 | 43.85600 | 7.48000 |
| 826d-75df | c646-33e9 | 32.84883 | 41.18087 | 4 | 2 | 25.66400 | 7.48000 |
| 7523-bc0b | be5b-5b1c | 33.06478 | 43.22242 | 4 | 2 | 32.27200 | 7.35200 |
| b156-3394 | be5b-5b1c | 34.90672 | 43.22242 | 7 | 2 | 43.60800 | 7.35200 |
| 2f1a-ebb6 | be5b-5b1c | 35.97912 | 43.22242 | 4 | 2 | 39.41600 | 7.35200 |
| 7a8b-9e9b | be5b-5b1c | 36.25269 | 43.22242 | 6 | 2 | 41.95200 | 7.35200 |
| 9f74-f85a | cac0-41cd | 71.92744 | 81.90853 | 2 | 1 | 21.60000 | 5.28000 |
| f8e5-ecd3 | cac0-41cd | 74.52714 | 81.90853 | 5 | 1 | 44.47994 | 5.28000 |
| 4c17-5e18 | cac0-41cd | 78.69766 | 81.90853 | 1 | 1 | 6.50400 | 5.28000 |
| ce0e-df79 | ec63-2daf | 53.12016 | 67.90051 | 2 | 1 | 9.17600 | 4.68000 |
| 52dd-2357 | ec63-2daf | 53.72795 | 67.90051 | 4 | 1 | 31.18400 | 4.68000 |
| 8bb1-e654 | ec63-2daf | 62.27471 | 67.90051 | 4 | 1 | 58.72800 | 4.68000 |
| 80fb-19e9 | 739b-422f | 344.75299 | 356.00073 | 6 | 1 | 76.90400 | 4.40000 |
| db30-1de5 | 91fe-3836 | 28.23138 | 37.84984 | 4 | 1 | 24.00800 | 4.29600 |
| 37dd-99dc | d0d2-dac7 | 30.91510 | 41.86249 | 2 | 1 | 18.02400 | 4.27200 |
| 3a90-d383 | d0d2-dac7 | 31.76748 | 41.86249 | 1 | 1 | 15.61600 | 4.27200 |
| 0228-e129 | d0d2-dac7 | 32.82979 | 41.86249 | 2 | 1 | 21.69600 | 4.27200 |
| 503f-850b | 9f08-4f0d | 33.75689 | 43.87539 | 1 | 1 | 7.07200 | 4.06400 |
| 2826-c201 | efa5-9ac1 | 37.98735 | 46.98228 | 4 | 1 | 64.98400 | 3.99200 |
| 25bb-09c5 | efa5-9ac1 | 38.01492 | 46.98228 | 2 | 1 | 18.88800 | 3.99200 |
| f702-5e30 | efa5-9ac1 | 38.04509 | 46.98228 | 3 | 1 | 42.40800 | 3.99200 |
| 80a6-f3a5 | efa5-9ac1 | 38.10376 | 46.98228 | 3 | 1 | 49.14400 | 3.99200 |
| 3698-f4b1 | efa5-9ac1 | 38.36233 | 46.98228 | 3 | 1 | 21.82400 | 3.99200 |
| 1c51-9d0a | efa5-9ac1 | 38.93347 | 46.98228 | 3 | 1 | 32.73600 | 3.99200 |
| 1e7b-5b90 | efa5-9ac1 | 38.94962 | 46.98228 | 1 | 1 | 9.16000 | 3.99200 |
| f815-50ae | efa5-9ac1 | 39.98538 | 46.98228 | 2 | 1 | 16.36800 | 3.99200 |
| af4d-9f6c | efa5-9ac1 | 40.02194 | 46.98228 | 3 | 1 | 46.39200 | 3.99200 |
| d4dd-84dc | efa5-9ac1 | 40.70321 | 46.98228 | 3 | 1 | 25.45600 | 3.99200 |
| 4082-e269 | efa5-9ac1 | 40.90623 | 46.98228 | 2 | 1 | 8.92800 | 3.99200 |
| 0958-97f0 | efa5-9ac1 | 40.92074 | 46.98228 | 2 | 1 | 27.65600 | 3.99200 |
| fbb5-5b22 | efa5-9ac1 | 41.86266 | 46.98228 | 3 | 1 | 21.50400 | 3.99200 |
| b37c-0079 | 0f36-fdb7 | 23.94484 | 33.83284 | 2 | 1 | 14.44000 | 3.27200 |
| a8aa-9faa | 0f36-fdb7 | 24.03661 | 33.83284 | 2 | 1 | 28.02400 | 3.27200 |
| 4646-864c | 0f36-fdb7 | 24.05059 | 33.83284 | 1 | 1 | 13.87200 | 3.27200 |
| 14c3-ebbc | 0f36-fdb7 | 24.05383 | 33.83284 | 4 | 1 | 27.81600 | 3.27200 |
| 5029-0901 | 0f36-fdb7 | 24.07324 | 33.83284 | 1 | 1 | 11.36000 | 3.27200 |
| 464d-a527 | 0f36-fdb7 | 24.19825 | 33.83284 | 4 | 1 | 22.08000 | 3.27200 |
| 2f09-8a52 | a04b-a747 | 25.13661 | 34.10810 | 5 | 1 | 70.16000 | 3.27200 |
| 0290-8d9d | a04b-a747 | 25.28181 | 34.10810 | 1 | 1 | 25.64000 | 3.27200 |
| 25e0-3960 | a04b-a747 | 25.89950 | 34.10810 | 1 | 1 | 7.36800 | 3.27200 |
| e83e-201c | a04b-a747 | 26.13875 | 34.10810 | 4 | 1 | 46.95200 | 3.27200 |
| 4613-3659 | a04b-a747 | 26.27920 | 34.10810 | 2 | 1 | 18.56800 | 3.27200 |
| 9559-2d8b | a04b-a747 | 26.37190 | 34.10810 | 6 | 1 | 37.64800 | 3.27200 |
| 2e9b-0f2c | a04b-a747 | 26.42145 | 34.10810 | 2 | 1 | 33.65600 | 3.27200 |
Statistical Significance of Test-Control Matching
Before proceeding with the A/B test, we would like to verify whether the test and control groups are statistically similar to each other or not. For doing the same we would run three separate t-tests: 1. Similarity of days since signup * H0: The mean days since signup of both the groups are the same * HA: The mean days since signup of both the groups are not the same * Mean Test: 868.8162 | Mean Control: 869.5676 * p-value = 0.9504 | Confidence Level: 95% * Thus, we fail to reject H0 i.e. mean days since signup for both the groups are the same. 2. Similarity of lifetime payments * H0: The mean lifetime payments of both the groups are the same * HA: The mean lifetime payments of both the groups are not the same * Mean Test: 2720.244 | Mean Control: 2686.740 * p-value = 0.7112 | Confidence Level: 95% * Thus, we fail to reject H0 i.e. mean lifetime payments for both the groups are the same. 3. Similarity of lifetime trips * H0: The mean lifetime trips of both the groups are the same * HA: The mean lifetime trips of both the groups are not the same * Mean Test: 266.7312 | Mean Control: 243.6641 * p-value = 0.002051 | Confidence Level: 95% * Thus, we reject H0 i.e. mean lifetime trips for both the groups are not the same. * Although the groups are statistically dissimilar, we would assume practical significance in this case.
# t-test for days since signup
t.test(test_control_data$test_days_since_signup,test_control_data$control_days_since_signup, conf.level = 0.95)
# t-test for lifetime trips
t.test(test_control_data$test_lifetime_trips,test_control_data$control_lifetime_trips, conf.level = 0.95)
# t-test for lifetime payments
t.test(test_control_data$test_lifetime_payments,test_control_data$control_lifetime_payments, conf.level = 0.95)A/B Testing
- Control customers have taken a total of 3746 trips, whereas the test customers have taken a total of 4200 trips. Hence the promotional campaign has led to an increase of 454 trips.
- The total revenue generated through control customers is $27k, total revenue generated through test customers is $35k. Hence the promotional campaign has led to an increase in revenue of approximately $8,000.
- There are 3 key metrics on which we would evaluate
the success of this campaign in terms on engagement:
- Avg Revenue Per Customer
- H0: The mean revenue per customer of both the groups are the same
- HA: The mean revenue per customer of both the groups are not the same
- Mean Test: 10.06 | Mean Control: 8.38
- p-value < 2.2e-16 | Confidence Level: 95%
- Thus, we reject H0 i.e. mean revenue per customer for both the groups are not the same.
- Also, we are 95% confident that the mean revenue per customer for test customers are higher by $2.23 to $2.97
- Avg Trip Per Customer
- H0: The avg trip per customer of both the groups are the same
- HA: The avg trip per customer of both the groups are not the same
- Mean Test: 1.29 | Mean Control: 1.15
- p-value < 2.2e-16 | Confidence Level: 95%
- Thus, we reject H0 i.e. average trip per customer for both the groups are not the same.
- Also, we are 95% confident that the average trip per customer for test customers are higher by 0.11 to 0.17
- Proportion Rides Cancelled
- H0: The proportion of rides cancelled for both the groups are the same
- HA: The proportion of rides cancelled for both the groups are not the same
- Mean Test: 4.4% | Mean Control: 9.5%
- p-value < 2.2e-16 | Confidence Level: 95%
- Thus, we reject H0 i.e. proportion of rides cancelled for both the groups are not the same.
- Also, we are 95% confident that the proportion of rides cancelled by target customers are 4.1% - 6.3% lower
- Interesting Observation: Even though the Mean ETA of test customers is higher, the proportion of ride cancellation is lower. This might indicate that by offering discounts we are gaining loyalty of customers. The same customers are now willing to wait for a longer time.
- Avg Revenue Per Customer
*Note: The total trips and total revenue for control customers has been extrapolated.
# test and control customer ids
test_customer <- test_control_data$test_rider_id
control_customer <- test_control_data$control_rider_id
# adding a new variable that signifies the type of customer: test, control or other
driver_rider_trips$customer_type <- ifelse(driver_rider_trips$rider_id %in% test_customer, "test",
ifelse(driver_rider_trips$rider_id %in% control_customer, "control", "other"))
# table comparing test and control customers on various metrics
df_a_b <-
driver_rider_trips %>%
filter(customer_type %in% c('test', 'control')) %>%
mutate(cancelled_flag = ifelse(trip_status == 'rider_canceled', 1, 0)) %>%
group_by(customer_type) %>%
summarise(total_trips = n(),
total_revenue = sum(trip_price_pre_discount),
revenue_per_customer = total_revenue/n_distinct(rider_id),
avg_trip_per_customer = total_trips/n_distinct(rider_id),
proportion_cancelled = mean(cancelled_flag),
mean_eta = mean(estimated_time_to_arrival, na.rm=TRUE))
# extrpolating trips and revenue values for control customers
df_a_b$total_trips[1] <- round(3155*3263/2748,0)
df_a_b$total_revenue[1] <- round(23017.53*3263/2748,0)
# t-test for avg revenue per customer
x1 <- driver_rider_trips %>% filter(customer_type == "test") %>%
group_by(rider_id) %>% summarise(total_revenue = sum(rider_payment)) %>% .$total_revenue
x2 <- driver_rider_trips %>% filter(customer_type == "control") %>%
group_by(rider_id) %>% summarise(total_revenue = sum(rider_payment)) %>% .$total_revenue
# t.test(x1,x2, conf.level = 0.95)
# t-test for avg trip per customer
x1 <- driver_rider_trips %>% filter(customer_type == "test") %>%
group_by(rider_id) %>% summarise(total_trips = n()) %>% .$total_trips
x2 <- driver_rider_trips %>% filter(customer_type == "control") %>%
group_by(rider_id) %>% summarise(total_trips = n()) %>% .$total_trips
# t.test(x1,x2, conf.level = 0.95)
# t-test for proportion cancelled
x1 <- driver_rider_trips %>% filter(customer_type == "test") %>%
mutate(cancelled_flag = ifelse(trip_status == 'rider_canceled', 1, 0)) %>% .$cancelled_flag
x2 <- driver_rider_trips %>% filter(customer_type == "control") %>%
mutate(cancelled_flag = ifelse(trip_status == 'rider_canceled', 1, 0)) %>% .$cancelled_flag
# t.test(x1,x2, conf.level = 0.95)
# printing data set
df_a_b %>%
kable() %>%
kable_styling(bootstrap_options = c("striped", "hover", "responsive")) %>%
scroll_box(width = "100%", height = "175px")| customer_type | total_trips | total_revenue | revenue_per_customer | avg_trip_per_customer | proportion_cancelled | mean_eta |
|---|---|---|---|---|---|---|
| control | 3746 | 27331.00 | 8.376102 | 1.148108 | 0.0957211 | 3.084808 |
| test | 4200 | 35839.47 | 10.983595 | 1.287159 | 0.0438095 | 3.506386 |
Financial Analysis
- The total discount cost incurred is approximately $3,000.
- The total revenue increase due to the promotional campaign is approximately $8,000.
- Thus, the promotional campaign has led to a profit of approximately $5,000.
- Note: I am assuming that the cost of marketing, designing and sending the promotional coupons is zero.
3. Summary & Recommendations
Summary
- Participation Rate: The total participation rate of the campaign was 6.4%. Participation rate means the percentage of riders who used the discount coupon out of the all the riders who were targeted. I have assumed all the riders in our dataset were sent an email about the promotional campaign.
- Rider Signups: Approximately 1000 more riders signed up in April, 2012 as compared to April, 2011. It is hard to establish causation between the promotional campaign and the increased rider signups, however, there seems to be some association. I have assumed that the date of first completed trip is when the rider signs up on Uber.
- Revenue Per Customer: We are 95% confident that the targeted customers exibhit an increased revenue of $2.23 - $2.97 on an average.
- Trips Per Customer: We are 95% confident that the targeted customers take 0.11 - 0.17 more trips on an average.
- Proportion of rides cancelled: We are 95% confident that the targeted customers cancel 4.1 - 6.3% lesser rides.
- Financial Profit: The promotional campaign led to a profit of approximately $5,000.
Recommendations
- Should we run the campaign in the future? It is evident that the current promotional campaign not only leads to a financial profit, but it also leads to an increased customer engagement. The targeted customers take more trips, spend more money on any given trip, cancel lower number of rides and are willing to wait for a longer time. It is quite possible that by running more campaigns like these, we might be able to convert these customers into loyal customers. Loyal customers would eventually lead to even more financial benefits. Thus, my recommendation would be to continue with such promotional campaigns in the future.
- I would suggest some modifications to the current design of
the promotional campaign:
- Sending promotions via multiple sources: It is possible that customers might not regularly check their emails. If we want to increase the campaign participation rate, we can send the promotions via Uber App, push-notifications, phone messages, direct mailers, social media platforms etc. We could also perform A/B testing to check which platform leads to the highest participation rate.
- Sending promotions on Saturday: We know that the maximum trips are undertaken on Saturday. If our focus is to increase customer engagement, we might want to run campaigns on Saturday’s as well. We also know that Monday witnesses the lowest demand and so we can swap Monday with Saturday.
- Selecting customers who receive discount: Depending upon the objective of the promotional campaign, the targeted customers should be carefully selected. Ex: If the objective is to re-engage customers, then those customers should be targeted who haven’t shown much activity in the last 13 weeks.
- Selecting control customers before running the campaign: Ideally a set of control customers must be identified even before a campaign is run. We can match the test and control customers based on their past behaviour say 13 weeks prior to the campaign.
- Decrease percentage off: We might want to test how decreasing the percentage off effects customer engagement. If the effect is minimal then we can give a lower percentage off, say 5%.
4. Future Work
- Long Term Value Analysis: We might want to investigate the behaviour of targeted customer in the post campaign period. In an ideal situation the targeted customers should show increased engagement even when the promotions are not offered. This would basically mean that promotions have been successful in converting them into loyal customers.
- Week-on-week trip fluctuation analysis: We saw previously that the ride demand fluctuated quite a bit from week to week. We might want to check if there is some sort of weekly trend. If yes, then we can use it to offer better promotions, adjust trip prices and plan the driver supply hours accordingly.
- Outlier Analysis: We observed that many variables were right skewed and the top 1% values might be potential outliers. These top 1% values need be thoroughly investigated before removing them.
- Unusual surge pricing: We observed unsually high surge pricing on Monday (4-5 am), Thursday (8-9 am) and Friday, 4-5 am. We might want to investigate the reasons behind this issue.
- ETA peaking at 5:00 and 16:00: A thorough analysis needs to be done regarding unusually high ETA during these two periods.
- Low Driver Ratings: There are only 1% drivers with ratings less than 4.39. We might want to investigate drivers having ratings less than 4.
- Reducing ETA: We saw a strong assocation between ETA and ride cancellation. It might be prudent to build strategies that would help reduce ETA. This would lead to a lower number of rides being cancelled.