library(RSQLite)## Warning: package 'RSQLite' was built under R version 3.3.3 # need to add this library first
library(sqldf)## Warning: package 'sqldf' was built under R version 3.3.3## Loading required package: gsubfn## Warning: package 'gsubfn' was built under R version 3.3.3## Loading required package: proto## Warning: package 'proto' was built under R version 3.3.3library(dplyr)## Warning: package 'dplyr' was built under R version 3.3.3##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary (tidyverse)## Warning: package 'tidyverse' was built under R version 3.3.3## -- Attaching packages ---------------------------------- tidyverse 1.2.1 --## v ggplot2 3.0.0 v readr 1.1.1
## v tibble 1.4.2 v purrr 0.2.4
## v tidyr 0.8.0 v stringr 1.3.1
## v ggplot2 3.0.0 v forcats 0.3.0## Warning: package 'tibble' was built under R version 3.3.3## Warning: package 'tidyr' was built under R version 3.3.3## Warning: package 'readr' was built under R version 3.3.3## Warning: package 'purrr' was built under R version 3.3.3## Warning: package 'forcats' was built under R version 3.3.3## -- Conflicts ------------------------------------- tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()#setwd ('E:/Proj3 Nov3 Charlie FolderGithub/csvs')
setwd ('C:/Users/User/Desktop/To Email DeskTop')
#E:\Proj3 Nov3 Charlie FolderGithub\csvs
# Physical library on Gracie's PC
getwd()## [1] "C:/Users/User/Desktop/To Email DeskTop"#try(setwd("csvs"))
# Relative path in GithubDatabase1: Start with Indeed Data Scraping Data
# Load csv file containing foreign key into a dataframe
Keyword_Search_csv_df <- read.csv("Indeed_Keyword_Search_data.csv")
# Load csv file containing primary key into a dataframe
keywords_csv_df <- read.csv("Indeed_Keyword.csv")
# Select relevent columns for database table insert
Keyword_Search_csv_df <- Keyword_Search_csv_df %>%
select(Data_Scientist_Skills_ID, Company, Web_scrape_date, state, job_post_link)
head(Keyword_Search_csv_df)## Data_Scientist_Skills_ID Company Web_scrape_date state
## 1 12 Quest Groups LLC 2018-10-30 NY
## 2 2 Deloitte 2018-10-30 NY
## 3 12 Rockstar New York 2018-10-30 NY
## 4 7 Rockstar New York 2018-10-30 NY
## 5 4 Rockstar New York 2018-10-30 NY
## 6 2 Rockstar New York 2018-10-30 NY
## job_post_link
## 1 https://www.indeed.com/pagead/clk?mo=r&ad=-6NYlbfkN0CINkGedeUSmfoCD6vzIo7nqDgc1O7Ij50xtHbnUDtgdnRvMdLQBRXYG5gtOfJ3Va02of8kg1VfdMuKdphvIpMPmeynQADeiZ11NfG0wpQx4hOTpk9c12TK_az10UfrGEqD0nbAMNx96WnM_k8jqI_n0sQlAZHQ8BfkLnQpT9TgyDk8H3QkGGKpCrOpbc7arEtMGYxoS5p7P2IuWPGWHpBXSUr68QKx72H0olEpBb3lnb-Z4uQ8oOW8-hasNnXMwU5XOodw1n1R5WL9hVSwxddtyDTFRVWuaMe1achnuPrZA_BEgjoyYetQzBzO2rwdpyhcMaj5Ckwl1GoP8E7rXpD8okonBbIeMSiudkjOXNok_N4A2TNQen0JkUtdKru9M1RlSOE9itsM06RqB0JZ1FzpvZPh5jaBKNDWdM29mxaZIfSFd-LbjGgJ&vjs=3&p=5&sk=&fvj=1
## 2 https://www.indeed.com/pagead/clk?mo=r&ad=-6NYlbfkN0DIXU_djF9v0NrX_xbLRwj6RWFeuMEgTY6VvwKgvleOVN2aNd4LWgpetAhtYQED-V7CCI0ZA8vfYA-_lRlKhPw6BT146FI1D-089TTA6b7rR35mjFQXU6K3FvPbBs-WDB1n8Jq9KtnGVq2d4ceA9he2FkVHOYHDywnPVLBEbuTEQ50cHrKbMBifPwsXXEhoUchseWpQKX1aypOmLHi_Wql8QswTaCTEb_iACGNxQbB_3F1orLgfYAOPcYnWDIOEAPbhf_jZ5RvhEWWGkbvlEFxQd8xoB2UNnpJvM1uFl1uT6aP_YrhGI8906Amc5P9f07OEAsT7XTjmek5wRV_cZN7Vb3MgYrT0aHQptZDGwxaK8mRuIOALQf0dPya7QFqYd9xneTfWFmF17BiVOLC8FwK_sv_WDMSoC9vO9XTsCANPIIG67rtZ8mjIZTMlHVn3zRIhgCVHYtzth_5z8T0eHBNYKzkfl51IB_IKcEiM2r0nsA==&vjs=3&p=2&sk=&fvj=0
## 3 https://www.indeed.com/pagead/clk?mo=r&ad=-6NYlbfkN0A91Vduf5Jnd4MOZNnJpSBueM4-3evPFU-42Fh3zggbfpnitKphXPj6xer_fRzI4FNiNTTeaNvFkFefAYIJLVr4nqlfQ1oV2g9DpmgK3r_gFtfmcPSVMlggvr8BL-Gx5xBkeRM8EZNbgbkPNVGACnGO34yPTKyXZEWFJMNvVb_vE-f5oJD9EXTipNT_kchuvevCCOursfVz_z3Gk-A_X-fM1it3awVX4I-BNdcq8llR6_7zzM6ASV0_AQr4LDjGE1eWG2DZpQ8_ycmWUA99xM_V-chMfzqq65EmemBmWE2P8comPd_ZiHJ3GYbrRADvKNnE63yhBBbG2DJDVHd_YFFC0v8uOqzpdP1Jumbvk-IOTLtb2clCpRKzyN1lA8yoQPMcaN8Nm7YOan1ClCkOqIDPikBaVzJD5c2BpmJpdKcGAvj1Pjm3AQZB6dbLKx7ORZYHPBxZiKy1Tibz378DXadG53nmbKqZHo0FEYDQWKHYt6agj5ChMRxy-z246Q4660C3VE9GVpeteOeJ-KMaQ0sRBzPTdS8CCPq-fsnOHBETOg==&vjs=3&p=1&sk=&fvj=0
## 4 https://www.indeed.com/pagead/clk?mo=r&ad=-6NYlbfkN0A91Vduf5Jnd4MOZNnJpSBueM4-3evPFU-42Fh3zggbfpnitKphXPj6xer_fRzI4FNiNTTeaNvFkFefAYIJLVr4nqlfQ1oV2g9DpmgK3r_gFtfmcPSVMlggvr8BL-Gx5xBkeRM8EZNbgbkPNVGACnGO34yPTKyXZEWFJMNvVb_vE-f5oJD9EXTipNT_kchuvevCCOursfVz_z3Gk-A_X-fM1it3awVX4I-BNdcq8llR6_7zzM6ASV0_AQr4LDjGE1eWG2DZpQ8_ycmWUA99xM_V-chMfzqq65EmemBmWE2P8comPd_ZiHJ3GYbrRADvKNnE63yhBBbG2DJDVHd_YFFC0v8uOqzpdP1Jumbvk-IOTLtb2clCpRKzyN1lA8yoQPMcaN8Nm7YOan1ClCkOqIDPikBaVzJD5c2BpmJpdKcGAvj1Pjm3AQZB6dbLKx7ORZYHPBxZiKy1Tibz378DXadG53nmbKqZHo0FEYDQWKHYt6agj5ChMRxy-z246Q4660C3VE9GVpeteOeJ-KMaQ0sRBzPTdS8CCPq-fsnOHBETOg==&vjs=3&p=1&sk=&fvj=0
## 5 https://www.indeed.com/pagead/clk?mo=r&ad=-6NYlbfkN0A91Vduf5Jnd4MOZNnJpSBueM4-3evPFU-42Fh3zggbfpnitKphXPj6xer_fRzI4FNiNTTeaNvFkFefAYIJLVr4nqlfQ1oV2g9DpmgK3r_gFtfmcPSVMlggvr8BL-Gx5xBkeRM8EZNbgbkPNVGACnGO34yPTKyXZEWFJMNvVb_vE-f5oJD9EXTipNT_kchuvevCCOursfVz_z3Gk-A_X-fM1it3awVX4I-BNdcq8llR6_7zzM6ASV0_AQr4LDjGE1eWG2DZpQ8_ycmWUA99xM_V-chMfzqq65EmemBmWE2P8comPd_ZiHJ3GYbrRADvKNnE63yhBBbG2DJDVHd_YFFC0v8uOqzpdP1Jumbvk-IOTLtb2clCpRKzyN1lA8yoQPMcaN8Nm7YOan1ClCkOqIDPikBaVzJD5c2BpmJpdKcGAvj1Pjm3AQZB6dbLKx7ORZYHPBxZiKy1Tibz378DXadG53nmbKqZHo0FEYDQWKHYt6agj5ChMRxy-z246Q4660C3VE9GVpeteOeJ-KMaQ0sRBzPTdS8CCPq-fsnOHBETOg==&vjs=3&p=1&sk=&fvj=0
## 6 https://www.indeed.com/pagead/clk?mo=r&ad=-6NYlbfkN0A91Vduf5Jnd4MOZNnJpSBueM4-3evPFU-42Fh3zggbfpnitKphXPj6xer_fRzI4FNiNTTeaNvFkFefAYIJLVr4nqlfQ1oV2g9DpmgK3r_gFtfmcPSVMlggvr8BL-Gx5xBkeRM8EZNbgbkPNVGACnGO34yPTKyXZEWFJMNvVb_vE-f5oJD9EXTipNT_kchuvevCCOursfVz_z3Gk-A_X-fM1it3awVX4I-BNdcq8llR6_7zzM6ASV0_AQr4LDjGE1eWG2DZpQ8_ycmWUA99xM_V-chMfzqq65EmemBmWE2P8comPd_ZiHJ3GYbrRADvKNnE63yhBBbG2DJDVHd_YFFC0v8uOqzpdP1Jumbvk-IOTLtb2clCpRKzyN1lA8yoQPMcaN8Nm7YOan1ClCkOqIDPikBaVzJD5c2BpmJpdKcGAvj1Pjm3AQZB6dbLKx7ORZYHPBxZiKy1Tibz378DXadG53nmbKqZHo0FEYDQWKHYt6agj5ChMRxy-z246Q4660C3VE9GVpeteOeJ-KMaQ0sRBzPTdS8CCPq-fsnOHBETOg==&vjs=3&p=1&sk=&fvj=0# Select relevent columns for database table insert
keywords_csv_df <- keywords_csv_df %>%
select(ID, Keyword)
head(keywords_csv_df)## ID Keyword
## 1 18 PHP
## 2 17 JS
## 3 16 Ruby
## 4 15 Statistics
## 5 14 Probability
## 6 13 Machine LearningDatabase2: continue with the ONET (Labor Dept Data) ONET Characteristics table is the main table from ONET database, then Salary table, then Skills (Soft) table
characteristics <- read.csv ("characteristics.csv")
characteristics <- characteristics %>%
select (Title,SOC , OccupationType, TypicalEntryLvlEduc,
PreEmplExperience, PostEmplTraining)
head(characteristics)## Title SOC OccupationType
## 1 Computer and information research scientists 1111 Line item
## 2 Computer systems analysts 1121 Line item
## 3 Information security analysts 1122 Line item
## 4 Computer programmers 1131 Line item
## 5 Software developers, applications 1132 Line item
## 6 Software developers, systems software 1133 Line item
## TypicalEntryLvlEduc PreEmplExperience PostEmplTraining
## 1 Master's degree None None
## 2 Bachelor's degree None None
## 3 Bachelor's degree Less than 5 years None
## 4 Bachelor's degree None None
## 5 Bachelor's degree None None
## 6 Bachelor's degree None Nonesalary <- read.csv ("salary.csv")
salary <- salary %>%
select ( SOC, No.Employees, RSE, Mean.Hourly.Wage, Mean.Annual.Wage, Wage.RSE)
head(salary)## SOC No.Employees RSE Mean.Hourly.Wage Mean.Annual.Wage Wage.RSE
## 1 1133 394,590 1.3 % $53.74 111780 0.4 %
## 2 1134 125,890 1.3 % $35.63 74110 0.6 %
## 3 1141 113,690 1.1 % $42.81 89050 0.3 %
## 4 1142 375,040 0.8 % $41.51 86340 0.3 %
## 5 1143 157,830 1.6 % $51.86 107870 0.5 %
## 6 1151 613,780 0.7 % $26.03 54150 0.4 %The linkage bw ONET and INDEED data is the technical skills ## Tech Skill format 1: wide format, each skill is spreaded
skills_sum <- read.csv ('skills_sum.csv')
skills_sum %>%
select (jobNoNA, jobcodeNoNA, C, Django, JavaScript,
MongoDB, MySQL, NoSQL, PostgreSQL, Python ,
R, Ruby ,SAS, STATISTICA, SuperANOVA, Tableau )## jobNoNA jobcodeNoNA C
## 1 Biostatisticians 15-2041.01 0
## 2 Acturies 15-2011.00 0
## 3 Computer and Information Research Scientists 15-1111.00 1
## 4 Data Administrator 15-1141.00 1
## 5 Clinical Data Manager 15-2041.02 0
## 6 Computer User Support Specialists 15-1151.00 1
## 7 Compensation and Benefits managers 11-3111.00 0
## 8 Market Research Analysts and Marketing Specialists 13-1161.00 0
## 9 Auditors 13-2011.02 0
## 10 Financial Analysts 13-2051.00 0
## 11 Risk Management Specialists 13-2099.02 0
## 12 Mathematicians 15-2021.00 1
## 13 Operations Research Analysts 15-2031.00 1
## 14 Statistician 15-2041.00 0
## 15 Economists 19-3011.00 0
## 16 Survery Rsearchers 19-3022.00 0
## 17 Regulatory Affairs Speacialists 13-1041.07 0
## 18 Compensation, Benefits and Job Analysis Specialists 13-1141.00 0
## 19 Credit Analysts 13-2041.00 0
## 20 Insurance Underwriters 13-2053.00 0
## 21 Social Science Research Assistant 13-2053.00 0
## 22 Computer System Analysts 15-1121.00 0
## 23 Software Developers 15-1133.00 0
## 24 Computer Systems Engineers Archtects 15-1199.02 1
## 25 Remote Sensing Scientists and Technologists 19-2099.01 1
## 26 Computer Science Teachers, Postsecondary 25-1021.00 1
## 27 Audio_Visual and Multimedia Collections Specialists 25-9011.00 0
## 28 Adudio and Video Equipment Technicians 27-4011.00 0
## 29 Broadcast Technicians 27-4012.00 0
## 30 Computer Operators 43-9011.00 0
## 31 Computer, Automated Teller 49-2011.00 0
## 32 Computer Programmer 15-1131.00 1
## 33 Web Developers 15-1134.00 1
## Django JavaScript MongoDB MySQL NoSQL PostgreSQL Python R Ruby SAS
## 1 0 0 0 1 0 0 0 1 0 1
## 2 0 0 0 0 0 0 0 1 0 1
## 3 1 1 1 1 1 1 0 1 1 1
## 4 1 1 1 1 1 1 0 1 1 1
## 5 0 0 0 0 0 0 0 0 0 1
## 6 0 1 0 1 0 1 0 0 1 0
## 7 0 0 0 0 0 0 0 0 0 0
## 8 0 1 0 0 0 0 0 1 0 0
## 9 0 0 0 0 0 0 0 1 0 1
## 10 0 0 0 0 0 0 0 1 0 1
## 11 0 0 0 0 0 0 0 1 1 1
## 12 0 1 0 1 0 0 0 1 0 1
## 13 0 0 0 1 0 0 0 1 0 1
## 14 0 0 0 0 0 0 0 1 0 1
## 15 0 0 0 1 0 0 0 0 0 1
## 16 0 1 0 0 0 0 0 0 0 1
## 17 0 0 0 0 0 0 0 0 0 0
## 18 0 0 0 0 0 0 0 0 0 1
## 19 0 0 0 0 0 0 0 0 0 1
## 20 0 0 0 0 0 0 0 0 0 0
## 21 0 0 0 0 0 0 0 0 0 1
## 22 0 0 1 1 0 1 0 0 0 1
## 23 0 1 1 0 1 1 0 0 0 1
## 24 0 0 1 0 0 1 0 0 0 1
## 25 0 0 0 0 0 0 0 0 0 0
## 26 0 0 0 0 0 0 0 0 0 0
## 27 0 0 0 0 0 0 0 0 0 0
## 28 0 0 0 0 0 0 0 0 0 0
## 29 0 0 0 0 0 0 0 0 0 0
## 30 0 0 0 0 0 0 0 0 0 0
## 31 0 0 0 0 0 0 0 0 0 0
## 32 0 0 1 0 0 1 0 0 0 1
## 33 0 1 1 0 1 1 0 0 0 0
## STATISTICA SuperANOVA Tableau
## 1 1 0 0
## 2 0 0 0
## 3 0 0 1
## 4 0 0 1
## 5 0 0 0
## 6 0 0 1
## 7 0 0 0
## 8 0 0 0
## 9 0 0 1
## 10 0 0 1
## 11 0 0 1
## 12 0 0 0
## 13 0 0 1
## 14 1 1 1
## 15 0 0 0
## 16 0 0 1
## 17 0 0 0
## 18 0 0 0
## 19 0 0 0
## 20 0 0 0
## 21 0 0 0
## 22 0 0 0
## 23 0 0 0
## 24 0 0 1
## 25 0 0 0
## 26 0 0 0
## 27 0 0 0
## 28 0 0 0
## 29 0 0 0
## 30 0 0 0
## 31 0 0 0
## 32 0 0 1
## 33 0 0 1#head(skills_sum)
str(skills_sum)## 'data.frame': 33 obs. of 49 variables:
## $ X : int 1 2 3 4 5 6 7 8 9 10 ...
## $ jobNoNA : Factor w/ 33 levels "Acturies","Adudio and Video Equipment Technicians",..: 5 1 10 19 7 16 8 23 4 21 ...
## $ jobcodeNoNA : Factor w/ 32 levels "11-3111.00","13-1041.07",..: 22 18 10 15 23 16 1 4 5 7 ...
## $ Apache.Cassandra : int 0 0 1 1 0 0 0 0 0 0 ...
## $ Apache.Hadoop : int 0 0 1 1 0 0 0 1 0 0 ...
## $ Apache.Hive : int 0 0 1 1 0 0 0 1 0 1 ...
## $ Apache.Pig : int 0 0 1 1 0 0 0 0 0 1 ...
## $ C : int 0 0 1 1 0 1 0 0 0 0 ...
## $ C. : int 0 0 0 0 0 0 0 0 0 0 ...
## $ C.. : int 0 0 0 0 0 0 0 0 0 0 ...
## $ Computational.statistics.software : int 0 0 1 0 0 0 0 0 0 0 ...
## $ Django : int 0 0 1 1 0 0 0 0 0 0 ...
## $ Hypertext.markup.language.HTML : int 0 0 0 1 0 1 0 0 0 0 ...
## $ IBM.SPSS.Statistics : int 1 1 1 1 1 0 0 0 0 0 ...
## $ JavaScript : int 0 0 1 1 0 1 0 1 0 0 ...
## $ JavaScript.Object.Notation.JSON : int 0 0 0 1 0 0 0 0 0 0 ...
## $ Micosoft.SQL.Server.Analysis.Services.SSAS : int 0 0 0 1 0 0 0 0 0 0 ...
## $ Microsoft.SQL.Server : int 1 0 1 1 1 1 0 0 0 0 ...
## $ Microsoft.SQL.Server.Integration.Services.SSIS : int 0 0 0 1 0 0 0 0 0 0 ...
## $ MongoDB : int 0 0 1 1 0 0 0 0 0 0 ...
## $ MySQL : int 1 0 1 1 0 1 0 0 0 0 ...
## $ NCR.Teradata.Warehouse.Miner : int 0 0 0 0 0 0 0 1 0 0 ...
## $ NeuroSolutions.for.MatLab : int 0 0 0 0 0 0 0 0 0 1 ...
## $ NoSQL : int 0 0 1 1 0 0 0 0 0 0 ...
## $ Oracle.Java : int 1 0 1 1 1 1 0 0 0 0 ...
## $ Oracle.JavaServer.Pages.JSP : int 0 0 0 1 0 1 0 0 0 0 ...
## $ Oracle.PL.SQL : int 0 0 0 1 0 1 0 0 0 0 ...
## $ Oracle.SQL.Loader : int 0 0 0 1 1 0 0 0 0 0 ...
## $ Oracle.SQL.Plus : int 0 0 0 1 0 0 0 0 0 0 ...
## $ PostgreSQL : int 0 0 1 1 0 1 0 0 0 0 ...
## $ Python : int 0 0 0 0 0 0 0 0 0 0 ...
## $ R : int 1 1 1 1 0 0 0 1 1 1 ...
## $ Redgate.SQL.Server : int 0 0 0 1 0 0 0 0 0 0 ...
## $ Ruby : int 0 0 1 1 0 1 0 0 0 0 ...
## $ Ruby.on.Rails : int 0 0 0 1 0 0 0 0 0 0 ...
## $ SAS : int 1 1 1 1 1 0 0 0 1 1 ...
## $ SAS.Enterprise.Miner : int 0 0 0 0 0 0 0 0 0 0 ...
## $ SAS.JMP : int 0 0 0 0 1 0 0 0 0 0 ...
## $ SAS.CONNECT : int 0 0 0 0 0 0 0 0 0 0 ...
## $ STATISTICA : int 1 0 0 0 0 0 0 0 0 0 ...
## $ Statistical.software : int 0 1 0 0 0 0 0 0 0 0 ...
## $ Statistical.Solutions.BMDP : int 0 0 0 0 0 0 0 0 0 0 ...
## $ Structured.query.language.SQL : int 1 1 1 1 0 1 1 1 1 1 ...
## $ Sun.Microsystems.Java.2.Platform.Enterprise.Edition.J2EE: int 0 0 1 0 0 0 0 0 0 0 ...
## $ SuperANOVA : int 0 0 0 0 0 0 0 0 0 0 ...
## $ Tableau : int 0 0 1 1 0 1 0 0 1 1 ...
## $ Teradata.Enterprise.Data.Warehouse : int 0 0 0 0 0 0 0 0 0 0 ...
## $ The.MathWorks.MATLAB : int 1 0 1 1 0 0 0 0 0 1 ...
## $ UNISTAT.Statistical.Package : int 0 0 0 0 0 0 0 0 0 0 ...TechSkillswOccupation <- read.csv("skills_sumcob_TechSkillswOccupation.csv")
TechSkillswOccupation %>%
select (Section, Category, Example, job ,jobcode)## Section
## 1 Technology
## 2 Technology
## 3 Technology
## 4 Technology
## 5 Technology
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## Category
## 1 Analytical or scientific software
## 2 Analytical or scientific software
## 3 Analytical or scientific software
## 4 Analytical or scientific software
## 5 Analytical or scientific software
## 6 Analytical or scientific software
## 7 Analytical or scientific software
## 8 Analytical or scientific software
## 9 Data base management system software
## 10 Data base user interface and query software
## 11 Data base user interface and query software
## 12 Data base user interface and query software
## 13 Data base user interface and query software
## 14 Data base user interface and query software
## 15 Data base user interface and query software
## 16 Data mining software
## 17 Enterprise resource planning ERP software
## 18 Graphics or photo imaging software
## 19 Medical software
## 20 Object or component oriented development software
## 21 Object or component oriented development software
## 22 Object or component oriented development software
## 23 Object or component oriented development software
## 24 Object or component oriented development software
## 25 Office suite software
## 26 Operating system software
## 27 Operating system software
## 28 Operating system software
## 29 Presentation software
## 30 Spreadsheet software
## 31 Web platform development software
## 32 Word processing software
## 33 Analytical or scientific software
## 34 Analytical or scientific software
## 35 Analytical or scientific software
## 36 Analytical or scientific software
## 37 Analytical or scientific software
## 38 Compliance software
## 39 Data base user interface and query software
## 40 Data base user interface and query software
## 41 Data base user interface and query software
## 42 Data base user interface and query software
## 43 Data base user interface and query software
## 44 Development environment software
## 45 Electronic mail software
## 46 Financial analysis software
## 47 Financial analysis software
## 48 Financial analysis software
## 49 Financial analysis software
## 50 Financial analysis software
## 51 Financial analysis software
## 52 Financial analysis software
## 53 Financial analysis software
## 54 Financial analysis software
## 55 Financial analysis software
## 56 Financial analysis software
## 57 Financial analysis software
## 58 Graphics or photo imaging software
## 59 Object or component oriented development software
## 60 Object or component oriented development software
## 61 Object oriented data base management software
## 62 Office suite software
## 63 Presentation software
## 64 Spreadsheet software
## 65 Word processing software
## 66 Analytical or scientific software
## 67 Analytical or scientific software
## 68 Analytical or scientific software
## 69 Analytical or scientific software
## 70 Analytical or scientific software
## 71 Analytical or scientific software
## 72 Analytical or scientific software
## 73 Analytical or scientific software
## 74 Analytical or scientific software
## 75 Analytical or scientific software
## 76 Analytical or scientific software
## 77 Analytical or scientific software
## 78 Analytical or scientific software
## 79 Analytical or scientific software
## 80 Analytical or scientific software
## 81 Analytical or scientific software
## 82 Analytical or scientific software
## 83 Business intelligence and data analysis software
## 84 Business intelligence and data analysis software
## 85 Business intelligence and data analysis software
## 86 Business intelligence and data analysis software
## 87 Business intelligence and data analysis software
## 88 Clustering software
## 89 Clustering software
## 90 Communications server software
## 91 Compiler and decompiler software
## 92 Compiler and decompiler software
## 93 Compiler and decompiler software
## 94 Computer aided design CAD software
## 95 Computer aided design CAD software
## 96 Configuration management software
## 97 Configuration management software
## 98 Data base management system software
## 99 Data base management system software
## 100 Data base management system software
## 101 Data base management system software
## 102 Data base management system software
## 103 Data base management system software
## 104 Data base management system software
## 105 Data base management system software
## 106 Data base management system software
## 107 Data base management system software
## 108 Data base management system software
## 109 Data base management system software
## 110 Data base user interface and query software
## 111 Data base user interface and query software
## 112 Data base user interface and query software
## 113 Data mining software
## 114 Development environment software
## 115 Development environment software
## 116 Development environment software
## 117 Development environment software
## 118 Development environment software
## 119 Development environment software
## 120 Development environment software
## 121 Development environment software
## 122 Development environment software
## 123 Development environment software
## 124 Development environment software
## 125 Development environment software
## 126 Development environment software
## 127 Development environment software
## 128 Development environment software
## 129 Development environment software
## 130 Development environment software
## 131 Development environment software
## 132 Development environment software
## 133 Development environment software
## 134 Development environment software
## 135 Development environment software
## 136 Development environment software
## 137 Enterprise application integration software
## 138 Enterprise application integration software
## 139 Enterprise resource planning ERP software
## 140 Enterprise system management software
## 141 File versioning software
## 142 Graphical user interface development software
## 143 Graphics or photo imaging software
## 144 Graphics or photo imaging software
## 145 Graphics or photo imaging software
## 146 Map creation software
## 147 Metadata management software
## 148 Object or component oriented development software
## 149 Object or component oriented development software
## 150 Object or component oriented development software
## 151 Object or component oriented development software
## 152 Object or component oriented development software
## 153 Object or component oriented development software
## 154 Object or component oriented development software
## 155 Object or component oriented development software
## 156 Object or component oriented development software
## 157 Object or component oriented development software
## 158 Object or component oriented development software
## 159 Object or component oriented development software
## 160 Object oriented data base management software
## 161 Office suite software
## 162 Operating system software
## 163 Operating system software
## 164 Operating system software
## 165 Operating system software
## 166 Operating system software
## 167 Operating system software
## 168 Operating system software
## 169 Operating system software
## 170 Portal server software
## 171 Presentation software
## 172 Requirements analysis and system architecture software
## 173 Spreadsheet software
## 174 Video creation and editing software
## 175 Web page creation and editing software
## 176 Web platform development software
## 177 Web platform development software
## 178 Web platform development software
## 179 Web platform development software
## 180 Access software
## 181 Access software
## 182 Accounting software
## 183 Administration software
## 184 Administration software
## 185 Analytical or scientific software
## 186 Analytical or scientific software
## 187 Analytical or scientific software
## 188 Analytical or scientific software
## 189 Analytical or scientific software
## 190 Analytical or scientific software
## 191 Analytical or scientific software
## 192 Application server software
## 193 Application server software
## 194 Backup or archival software
## 195 Backup or archival software
## 196 Backup or archival software
## 197 Backup or archival software
## 198 Backup or archival software
## 199 Backup or archival software
## 200 Backup or archival software
## 201 Backup or archival software
## 202 Backup or archival software
## 203 Backup or archival software
## 204 Business intelligence and data analysis software
## 205 Business intelligence and data analysis software
## 206 Business intelligence and data analysis software
## 207 Business intelligence and data analysis software
## 208 Business intelligence and data analysis software
## 209 Business intelligence and data analysis software
## 210 Clustering software
## 211 Clustering software
## 212 Communications server software
## 213 Computer aided design CAD software
## 214 Computer based training software
## 215 Configuration management software
## 216 Configuration management software
## 217 Configuration management software
## 218 Configuration management software
## 219 Configuration management software
## 220 Configuration management software
## 221 Content workflow software
## 222 Customer relationship management CRM software
## 223 Customer relationship management CRM software
## 224 Customer relationship management CRM software
## 225 Data base management system software
## 226 Data base management system software
## 227 Data base management system software
## 228 Data base management system software
## 229 Data base management system software
## 230 Data base management system software
## 231 Data base management system software
## 232 Data base management system software
## 233 Data base management system software
## 234 Data base management system software
## 235 Data base management system software
## 236 Data base management system software
## 237 Data base management system software
## 238 Data base management system software
## 239 Data base management system software
## 240 Data base management system software
## 241 Data base management system software
## 242 Data base management system software
## 243 Data base management system software
## 244 Data base management system software
## 245 Data base management system software
## 246 Data base management system software
## 247 Data base management system software
## 248 Data base management system software
## 249 Data base management system software
## 250 Data base management system software
## 251 Data base management system software
## 252 Data base management system software
## 253 Data base management system software
## 254 Data base management system software
## 255 Data base management system software
## 256 Data base management system software
## 257 Data base management system software
## 258 Data base management system software
## 259 Data base management system software
## 260 Data base management system software
## 261 Data base management system software
## 262 Data base reporting software
## 263 Data base reporting software
## 264 Data base reporting software
## 265 Data base reporting software
## 266 Data base reporting software
## 267 Data base reporting software
## 268 Data base reporting software
## 269 Data base user interface and query software
## 270 Data base user interface and query software
## 271 Data base user interface and query software
## 272 Data base user interface and query software
## 273 Data base user interface and query software
## 274 Data base user interface and query software
## 275 Data base user interface and query software
## 276 Data base user interface and query software
## 277 Data base user interface and query software
## 278 Data base user interface and query software
## 279 Data base user interface and query software
## 280 Data mining software
## 281 Desktop publishing software
## 282 Development environment software
## 283 Development environment software
## 284 Development environment software
## 285 Development environment software
## 286 Development environment software
## 287 Development environment software
## 288 Development environment software
## 289 Development environment software
## 290 Development environment software
## 291 Development environment software
## 292 Development environment software
## 293 Development environment software
## 294 Development environment software
## 295 Electronic mail software
## 296 Electronic mail software
## 297 Electronic mail software
## 298 Enterprise application integration software
## 299 Enterprise application integration software
## 300 Enterprise application integration software
## 301 Enterprise application integration software
## 302 Enterprise application integration software
## 303 Enterprise resource planning ERP software
## 304 Enterprise resource planning ERP software
## 305 Enterprise resource planning ERP software
## 306 Enterprise resource planning ERP software
## 307 Enterprise resource planning ERP software
## 308 Enterprise resource planning ERP software
## 309 Enterprise resource planning ERP software
## 310 Enterprise resource planning ERP software
## 311 Enterprise resource planning ERP software
## 312 Enterprise resource planning ERP software
## 313 Enterprise resource planning ERP software
## 314 Enterprise resource planning ERP software
## 315 Enterprise resource planning ERP software
## 316 Enterprise system management software
## 317 Enterprise system management software
## 318 Expert system software
## 319 File versioning software
## 320 File versioning software
## 321 Financial analysis software
## 322 Financial analysis software
## 323 Graphics or photo imaging software
## 324 Graphics or photo imaging software
## 325 Human resources software
## 326 Human resources software
## 327 Human resources software
## 328 Information retrieval or search software
## 329 Information retrieval or search software
## 330 Manufacturing execution system MES software
## 331 Map creation software
## 332 Medical software
## 333 Metadata management software
## 334 Metadata management software
## 335 Metadata management software
## 336 Metadata management software
## 337 Metadata management software
## 338 Metadata management software
## 339 Metadata management software
## 340 Network monitoring software
## 341 Network monitoring software
## 342 Network monitoring software
## 343 Network security and virtual private network VPN equipment software
## 344 Network security or virtual private network VPN management software
## 345 Object or component oriented development software
## 346 Object or component oriented development software
## 347 Object or component oriented development software
## 348 Object or component oriented development software
## 349 Object or component oriented development software
## 350 Object or component oriented development software
## 351 Object or component oriented development software
## 352 Object or component oriented development software
## 353 Object or component oriented development software
## 354 Object or component oriented development software
## 355 Object or component oriented development software
## 356 Object or component oriented development software
## 357 Object or component oriented development software
## 358 Object oriented data base management software
## 359 Object oriented data base management software
## 360 Object oriented data base management software
## 361 Object oriented data base management software
## 362 Object oriented data base management software
## 363 Office suite software
## 364 Operating system software
## 365 Operating system software
## 366 Operating system software
## 367 Operating system software
## 368 Operating system software
## 369 Operating system software
## 370 Operating system software
## 371 Operating system software
## 372 Operating system software
## 373 Operating system software
## 374 Operating system software
## 375 Operating system software
## 376 Operating system software
## 377 Portal server software
## 378 Presentation software
## 379 Program testing software
## 380 Program testing software
## 381 Program testing software
## 382 Program testing software
## 383 Project management software
## 384 Project management software
## 385 Project management software
## 386 Requirements analysis and system architecture software
## 387 Requirements analysis and system architecture software
## 388 Sales and marketing software
## 389 Spreadsheet software
## 390 Storage networking software
## 391 Transaction security and virus protection software
## 392 Transaction security and virus protection software
## 393 Transaction security and virus protection software
## 394 Transaction server software
## 395 Web page creation and editing software
## 396 Web platform development software
## 397 Web platform development software
## 398 Web platform development software
## 399 Web platform development software
## 400 Web platform development software
## 401 Web platform development software
## 402 Web platform development software
## 403 Web platform development software
## 404 Web platform development software
## 405 Web platform development software
## 406 Web platform development software
## 407 Web platform development software
## 408 Web platform development software
## 409 Web platform development software
## 410 Web platform development software
## 411 Web platform development software
## 412 Web platform development software
## 413 Web platform development software
## 414 Web platform development software
## 415 Web platform development software
## 416 Web platform development software
## 417 Web platform development software
## 418 Web platform development software
## 419 Word processing software
## 420 Access software
## 421 Analytical or scientific software
## 422 Analytical or scientific software
## 423 Analytical or scientific software
## 424 Analytical or scientific software
## 425 Analytical or scientific software
## 426 Categorization or classification software
## 427 Categorization or classification software
## 428 Data base reporting software
## 429 Data base reporting software
## 430 Data base reporting software
## 431 Data base user interface and query software
## 432 Data base user interface and query software
## 433 Data base user interface and query software
## 434 Data base user interface and query software
## 435 Data base user interface and query software
## 436 Data base user interface and query software
## 437 Data base user interface and query software
## 438 Data base user interface and query software
## 439 Data base user interface and query software
## 440 Data base user interface and query software
## 441 Data base user interface and query software
## 442 Data base user interface and query software
## 443 Data base user interface and query software
## 444 Data base user interface and query software
## 445 Data base user interface and query software
## 446 Data base user interface and query software
## 447 Data base user interface and query software
## 448 Data base user interface and query software
## 449 Data base user interface and query software
## 450 Data base user interface and query software
## 451 Data base user interface and query software
## 452 Data base user interface and query software
## 453 Data base user interface and query software
## 454 Development environment software
## 455 Enterprise application integration software
## 456 Graphics or photo imaging software
## 457 Medical software
## 458 Medical software
## 459 Medical software
## 460 Object or component oriented development software
## 461 Object or component oriented development software
## 462 Office suite software
## 463 Presentation software
## 464 Project management software
## 465 Spreadsheet software
## 466 Word processing software
## 467 Access software
## 468 Access software
## 469 Accounting software
## 470 Accounting software
## 471 Administration software
## 472 Administration software
## 473 Analytical or scientific software
## 474 Application server software
## 475 Application server software
## 476 Authentication server software
## 477 Backup or archival software
## 478 Backup or archival software
## 479 Backup or archival software
## 480 Backup or archival software
## 481 Business intelligence and data analysis software
## 482 Business intelligence and data analysis software
## 483 Business intelligence and data analysis software
## 484 Business intelligence and data analysis software
## 485 Business intelligence and data analysis software
## 486 Calendar and scheduling software
## 487 Communications server software
## 488 Computer aided design CAD software
## 489 Computer aided design CAD software
## 490 Configuration management software
## 491 Configuration management software
## 492 Configuration management software
## 493 Configuration management software
## 494 Configuration management software
## 495 Configuration management software
## 496 Content workflow software
## 497 Customer relationship management CRM software
## 498 Data base management system software
## 499 Data base management system software
## 500 Data base management system software
## 501 Data base management system software
## 502 Data base reporting software
## 503 Data base reporting software
## 504 Data base user interface and query software
## 505 Data base user interface and query software
## 506 Data base user interface and query software
## 507 Data base user interface and query software
## 508 Data base user interface and query software
## 509 Data base user interface and query software
## 510 Data base user interface and query software
## 511 Data base user interface and query software
## 512 Data base user interface and query software
## 513 Data base user interface and query software
## 514 Data base user interface and query software
## 515 Data base user interface and query software
## 516 Data base user interface and query software
## 517 Desktop communications software
## 518 Desktop communications software
## 519 Desktop communications software
## 520 Desktop communications software
## 521 Desktop publishing software
## 522 Desktop publishing software
## 523 Desktop publishing software
## 524 Development environment software
## 525 Development environment software
## 526 Development environment software
## 527 Development environment software
## 528 Development environment software
## 529 Development environment software
## 530 Development environment software
## 531 Development environment software
## 532 Development environment software
## 533 Development environment software
## 534 Development environment software
## 535 Development environment software
## 536 Document management software
## 537 Electronic mail software
## 538 Electronic mail software
## 539 Electronic mail software
## 540 Enterprise application integration software
## 541 Enterprise application integration software
## 542 Enterprise resource planning ERP software
## 543 Enterprise resource planning ERP software
## 544 Enterprise resource planning ERP software
## 545 Enterprise resource planning ERP software
## 546 Enterprise resource planning ERP software
## 547 Enterprise resource planning ERP software
## 548 Enterprise resource planning ERP software
## 549 Enterprise resource planning ERP software
## 550 Enterprise system management software
## 551 Enterprise system management software
## 552 Filesystem software
## 553 Filesystem software
## 554 Financial analysis software
## 555 Graphics or photo imaging software
## 556 Graphics or photo imaging software
## 557 Graphics or photo imaging software
## 558 Graphics or photo imaging software
## 559 Graphics or photo imaging software
## 560 Graphics or photo imaging software
## 561 Graphics or photo imaging software
## 562 Helpdesk or call center software
## 563 Helpdesk or call center software
## 564 Human resources software
## 565 Information retrieval or search software
## 566 Information retrieval or search software
## 567 Internet browser software
## 568 Internet directory services software
## 569 Internet directory services software
## 570 Internet directory services software
## 571 License management software
## 572 Map creation software
## 573 Medical software
## 574 Medical software
## 575 Network monitoring software
## 576 Network monitoring software
## 577 Network monitoring software
## 578 Network operation system software
## 579 Network security or virtual private network VPN management software
## 580 Object or component oriented development software
## 581 Object or component oriented development software
## 582 Object or component oriented development software
## 583 Object or component oriented development software
## 584 Object or component oriented development software
## 585 Object or component oriented development software
## 586 Object or component oriented development software
## 587 Object or component oriented development software
## 588 Object oriented data base management software
## 589 Object oriented data base management software
## 590 Office suite software
## 591 Operating system software
## 592 Operating system software
## 593 Operating system software
## 594 Operating system software
## 595 Operating system software
## 596 Operating system software
## 597 Operating system software
## 598 Operating system software
## 599 Operating system software
## 600 Operating system software
## 601 Operating system software
## 602 Operating system software
## 603 Operating system software
## 604 Operating system software
## 605 Platform interconnectivity software
## 606 Portal server software
## 607 Presentation software
## 608 Program testing software
## 609 Program testing software
## 610 Program testing software
## 611 Project management software
## 612 Project management software
## 613 Sales and marketing software
## 614 Spreadsheet software
## 615 Storage networking software
## 616 Transaction security and virus protection software
## 617 Transaction security and virus protection software
## 618 Transaction security and virus protection software
## 619 Transaction security and virus protection software
## 620 Transaction server software
## 621 Video creation and editing software
## 622 Web page creation and editing software
## 623 Web platform development software
## 624 Web platform development software
## 625 Web platform development software
## 626 Web platform development software
## 627 Web platform development software
## 628 Web platform development software
## 629 Web platform development software
## 630 Web platform development software
## 631 Web platform development software
## 632 Web platform development software
## 633 Web platform development software
## 634 Web platform development software
## 635 Web platform development software
## 636 Web platform development software
## 637 Word processing software
## 638 Accounting software
## 639 Accounting software
## 640 Analytical or scientific software
## 641 Analytical or scientific software
## 642 Data base reporting software
## 643 Data base user interface and query software
## 644 Data base user interface and query software
## 645 Data base user interface and query software
## 646 Data base user interface and query software
## 647 Desktop publishing software
## 648 Desktop publishing software
## 649 Document management software
## 650 Document management software
## 651 Electronic mail software
## 652 Electronic mail software
## 653 Enterprise resource planning ERP software
## 654 Enterprise resource planning ERP software
## 655 Enterprise resource planning ERP software
## 656 Enterprise resource planning ERP software
## 657 Graphics or photo imaging software
## 658 Graphics or photo imaging software
## 659 Graphics or photo imaging software
## 660 Human resources software
## 661 Human resources software
## 662 Human resources software
## 663 Human resources software
## 664 Internet browser software
## 665 Medical software
## 666 Office suite software
## 667 Presentation software
## 668 Project management software
## 669 Project management software
## 670 Project management software
## 671 Spreadsheet software
## 672 Video creation and editing software
## 673 Web page creation and editing software
## 674 Web page creation and editing software
## 675 Word processing software
## 676 Analytical or scientific software
## 677 Analytical or scientific software
## 678 Analytical or scientific software
## 679 Analytical or scientific software
## 680 Business intelligence and data analysis software
## 681 Business intelligence and data analysis software
## 682 Business intelligence and data analysis software
## 683 Business intelligence and data analysis software
## 684 Categorization or classification software
## 685 Content workflow software
## 686 Customer relationship management CRM software
## 687 Customer relationship management CRM software
## 688 Customer relationship management CRM software
## 689 Customer relationship management CRM software
## 690 Data base management system software
## 691 Data base management system software
## 692 Data base management system software
## 693 Data base reporting software
## 694 Data base user interface and query software
## 695 Data base user interface and query software
## 696 Data base user interface and query software
## 697 Data base user interface and query software
## 698 Data mining software
## 699 Data mining software
## 700 Data mining software
## 701 Data mining software
## 702 Desktop publishing software
## 703 Desktop publishing software
## 704 Desktop publishing software
## 705 Desktop publishing software
## 706 Development environment software
## 707 Development environment software
## 708 Document management software
## 709 Electronic mail software
## 710 Enterprise resource planning ERP software
## 711 Enterprise resource planning ERP software
## 712 Enterprise resource planning ERP software
## 713 Enterprise resource planning ERP software
## 714 Expert system software
## 715 Financial analysis software
## 716 Financial analysis software
## 717 Graphics or photo imaging software
## 718 Graphics or photo imaging software
## 719 Graphics or photo imaging software
## 720 Graphics or photo imaging software
## 721 Information retrieval or search software
## 722 Information retrieval or search software
## 723 Information retrieval or search software
## 724 Information retrieval or search software
## 725 Internet browser software
## 726 Map creation software
## 727 Object or component oriented development software
## 728 Office suite software
## 729 Point of sale POS software
## 730 Presentation software
## 731 Project management software
## 732 Project management software
## 733 Project management software
## 734 Project management software
## 735 Sales and marketing software
## 736 Sales and marketing software
## 737 Spreadsheet software
## 738 Transaction security and virus protection software
## 739 Video creation and editing software
## 740 Video creation and editing software
## 741 Video creation and editing software
## 742 Web page creation and editing software
## 743 Web page creation and editing software
## 744 Web page creation and editing software
## 745 Web page creation and editing software
## 746 Web platform development software
## 747 Web platform development software
## 748 Web platform development software
## 749 Web platform development software
## 750 Word processing software
## 751 Accounting software
## 752 Accounting software
## 753 Accounting software
## 754 Accounting software
## 755 Analytical or scientific software
## 756 Analytical or scientific software
## 757 Analytical or scientific software
## 758 Analytical or scientific software
## 759 Business intelligence and data analysis software
## 760 Business intelligence and data analysis software
## 761 Business intelligence and data analysis software
## 762 Compliance software
## 763 Compliance software
## 764 Compliance software
## 765 Compliance software
## 766 Data base user interface and query software
## 767 Data base user interface and query software
## 768 Data base user interface and query software
## 769 Data mining software
## 770 Data mining software
## 771 Development environment software
## 772 Electronic mail software
## 773 Enterprise resource planning ERP software
## 774 Enterprise resource planning ERP software
## 775 Enterprise resource planning ERP software
## 776 Enterprise resource planning ERP software
## 777 Enterprise system management software
## 778 Financial analysis software
## 779 Financial analysis software
## 780 Financial analysis software
## 781 Financial analysis software
## 782 Graphics or photo imaging software
## 783 Information retrieval or search software
## 784 Medical software
## 785 Medical software
## 786 Medical software
## 787 Object or component oriented development software
## 788 Office suite software
## 789 Office suite software
## 790 Office suite software
## 791 Operating system software
## 792 Presentation software
## 793 Presentation software
## 794 Project management software
## 795 Spreadsheet software
## 796 Spreadsheet software
## 797 Time accounting software
## 798 Transaction security and virus protection software
## 799 Video creation and editing software
## 800 Word processing software
## 801 Word processing software
## 802 Accounting software
## 803 Accounting software
## 804 Accounting software
## 805 Accounting software
## 806 Analytical or scientific software
## 807 Analytical or scientific software
## 808 Analytical or scientific software
## 809 Analytical or scientific software
## 810 Business intelligence and data analysis software
## 811 Business intelligence and data analysis software
## 812 Business intelligence and data analysis software
## 813 Business intelligence and data analysis software
## 814 Charting software
## 815 Charting software
## 816 Configuration management software
## 817 Customer relationship management CRM software
## 818 Data base management system software
## 819 Data base management system software
## 820 Data base management system software
## 821 Data base reporting software
## 822 Data base user interface and query software
## 823 Data base user interface and query software
## 824 Data base user interface and query software
## 825 Data base user interface and query software
## 826 Development environment software
## 827 Document management software
## 828 Electronic mail software
## 829 Electronic mail software
## 830 Enterprise resource planning ERP software
## 831 Enterprise resource planning ERP software
## 832 Enterprise resource planning ERP software
## 833 Enterprise resource planning ERP software
## 834 Enterprise system management software
## 835 Expert system software
## 836 Expert system software
## 837 Expert system software
## 838 Financial analysis software
## 839 Financial analysis software
## 840 Financial analysis software
## 841 Financial analysis software
## 842 Graphics or photo imaging software
## 843 Human resources software
## 844 Information retrieval or search software
## 845 Information retrieval or search software
## 846 Information retrieval or search software
## 847 Information retrieval or search software
## 848 Medical software
## 849 Medical software
## 850 Medical software
## 851 Medical software
## 852 Object or component oriented development software
## 853 Office suite software
## 854 Presentation software
## 855 Presentation software
## 856 Project management software
## 857 Project management software
## 858 Sales and marketing software
## 859 Spreadsheet software
## 860 Spreadsheet software
## 861 Spreadsheet software
## 862 Spreadsheet software
## 863 Word processing software
## 864 Word processing software
## 865 Access software
## 866 Accounting software
## 867 Analytical or scientific software
## 868 Analytical or scientific software
## 869 Analytical or scientific software
## 870 Analytical or scientific software
## 871 Analytical or scientific software
## 872 Analytical or scientific software
## 873 Analytical or scientific software
## 874 Analytical or scientific software
## 875 Analytical or scientific software
## 876 Analytical or scientific software
## 877 Analytical or scientific software
## 878 Analytical or scientific software
## 879 Analytical or scientific software
## 880 Analytical or scientific software
## 881 Analytical or scientific software
## 882 Analytical or scientific software
## 883 Analytical or scientific software
## 884 Analytical or scientific software
## 885 Analytical or scientific software
## 886 Analytical or scientific software
## 887 Analytical or scientific software
## 888 Analytical or scientific software
## 889 Analytical or scientific software
## 890 Analytical or scientific software
## 891 Backup or archival software
## 892 Business intelligence and data analysis software
## 893 Business intelligence and data analysis software
## 894 Business intelligence and data analysis software
## 895 Business intelligence and data analysis software
## 896 Business intelligence and data analysis software
## 897 Communications server software
## 898 Computer aided design CAD software
## 899 Computer aided design CAD software
## 900 Customer relationship management CRM software
## 901 Data base management system software
## 902 Data base management system software
## 903 Data base management system software
## 904 Data base reporting software
## 905 Data base reporting software
## 906 Data base reporting software
## 907 Data base user interface and query software
## 908 Data base user interface and query software
## 909 Data base user interface and query software
## 910 Data base user interface and query software
## 911 Data base user interface and query software
## 912 Development environment software
## 913 Development environment software
## 914 Electronic mail software
## 915 Enterprise application integration software
## 916 Enterprise resource planning ERP software
## 917 Enterprise resource planning ERP software
## 918 Enterprise resource planning ERP software
## 919 Enterprise resource planning ERP software
## 920 Enterprise system management software
## 921 Enterprise system management software
## 922 Financial analysis software
## 923 Graphics or photo imaging software
## 924 Information retrieval or search software
## 925 Map creation software
## 926 Map creation software
## 927 Network monitoring software
## 928 Object or component oriented development software
## 929 Object or component oriented development software
## 930 Object or component oriented development software
## 931 Object or component oriented development software
## 932 Object or component oriented development software
## 933 Object or component oriented development software
## 934 Office suite software
## 935 Operating system software
## 936 Operating system software
## 937 Operating system software
## 938 Operating system software
## 939 Operating system software
## 940 Presentation software
## 941 Project management software
## 942 Project management software
## 943 Spreadsheet software
## 944 Transaction security and virus protection software
## 945 Word processing software
## 946 Analytical or scientific software
## 947 Analytical or scientific software
## 948 Analytical or scientific software
## 949 Analytical or scientific software
## 950 Analytical or scientific software
## 951 Analytical or scientific software
## 952 Analytical or scientific software
## 953 Analytical or scientific software
## 954 Analytical or scientific software
## 955 Analytical or scientific software
## 956 Analytical or scientific software
## 957 Analytical or scientific software
## 958 Analytical or scientific software
## 959 Analytical or scientific software
## 960 Analytical or scientific software
## 961 Analytical or scientific software
## 962 Analytical or scientific software
## 963 Analytical or scientific software
## 964 Analytical or scientific software
## 965 Analytical or scientific software
## 966 Analytical or scientific software
## 967 Analytical or scientific software
## 968 Analytical or scientific software
## 969 Analytical or scientific software
## 970 Analytical or scientific software
## 971 Analytical or scientific software
## 972 Analytical or scientific software
## 973 Analytical or scientific software
## 974 Analytical or scientific software
## 975 Analytical or scientific software
## 976 Analytical or scientific software
## 977 Analytical or scientific software
## 978 Analytical or scientific software
## 979 Analytical or scientific software
## 980 Analytical or scientific software
## 981 Business intelligence and data analysis software
## 982 Data base management system software
## 983 Data base management system software
## 984 Data base management system software
## 985 Data base user interface and query software
## 986 Data base user interface and query software
## 987 Data base user interface and query software
## 988 Data mining software
## 989 Data mining software
## 990 Data mining software
## 991 Development environment software
## 992 Development environment software
## 993 Development environment software
## 994 Enterprise application integration software
## 995 Enterprise resource planning ERP software
## 996 Object or component oriented development software
## 997 Object or component oriented development software
## 998 Object or component oriented development software
## 999 Object or component oriented development software
## 1000 Object or component oriented development software
## 1001 Object oriented data base management software
## 1002 Office suite software
## 1003 Operating system software
## 1004 Operating system software
## 1005 Presentation software
## 1006 Spreadsheet software
## 1007 Word processing software
## 1008 Analytical or scientific software
## 1009 Analytical or scientific software
## 1010 Analytical or scientific software
## 1011 Analytical or scientific software
## 1012 Data base management system software
## 1013 Data base management system software
## 1014 Data base user interface and query software
## 1015 Data base user interface and query software
## 1016 Desktop publishing software
## 1017 Development environment software
## 1018 Development environment software
## 1019 Electronic mail software
## 1020 Financial analysis software
## 1021 Internet browser software
## 1022 Internet browser software
## 1023 Internet browser software
## 1024 Map creation software
## 1025 Object or component oriented development software
## 1026 Object or component oriented development software
## 1027 Object or component oriented development software
## 1028 Object or component oriented development software
## 1029 Office suite software
## 1030 Office suite software
## 1031 Operating system software
## 1032 Presentation software
## 1033 Spreadsheet software
## 1034 Spreadsheet software
## 1035 Spreadsheet software
## 1036 Web page creation and editing software
## 1037 Word processing software
## 1038 Analytical or scientific software
## 1039 Analytical or scientific software
## 1040 Analytical or scientific software
## 1041 Analytical or scientific software
## 1042 Business intelligence and data analysis software
## 1043 Computer aided design CAD software
## 1044 Data base user interface and query software
## 1045 Data base user interface and query software
## 1046 Data base user interface and query software
## 1047 Data base user interface and query software
## 1048 Data mining software
## 1049 Desktop publishing software
## 1050 Desktop publishing software
## 1051 Document management software
## 1052 Electronic mail software
## 1053 Enterprise application integration software
## 1054 Enterprise resource planning ERP software
## 1055 Expert system software
## 1056 Expert system software
## 1057 Graphics or photo imaging software
## 1058 Graphics or photo imaging software
## 1059 Interactive voice response software
## 1060 Internet browser software
## 1061 Map creation software
## 1062 Object or component oriented development software
## 1063 Object or component oriented development software
## 1064 Object or component oriented development software
## 1065 Object or component oriented development software
## 1066 Office suite software
## 1067 Optical character reader OCR or scanning software
## 1068 Presentation software
## 1069 Presentation software
## 1070 Presentation software
## 1071 Presentation software
## 1072 Project management software
## 1073 Project management software
## 1074 Spreadsheet software
## 1075 Web page creation and editing software
## 1076 Web page creation and editing software
## 1077 Web platform development software
## 1078 Word processing software
## 1079 Accounting software
## 1080 Analytical or scientific software
## 1081 Analytical or scientific software
## 1082 Business intelligence and data analysis software
## 1083 Business intelligence and data analysis software
## 1084 Data base management system software
## 1085 Data base reporting software
## 1086 Data base user interface and query software
## 1087 Data base user interface and query software
## 1088 Data base user interface and query software
## 1089 Development environment software
## 1090 Document management software
## 1091 Document management software
## 1092 Electronic mail software
## 1093 Enterprise resource planning ERP software
## 1094 Human resources software
## 1095 Information retrieval or search software
## 1096 Internet browser software
## 1097 Medical software
## 1098 Medical software
## 1099 Office suite software
## 1100 Presentation software
## 1101 Project management software
## 1102 Project management software
## 1103 Spreadsheet software
## 1104 Transaction security and virus protection software
## 1105 Word processing software
## 1106 Analytical or scientific software
## 1107 Business intelligence and data analysis software
## 1108 Data base management system software
## 1109 Data base reporting software
## 1110 Data base user interface and query software
## 1111 Data base user interface and query software
## 1112 Data base user interface and query software
## 1113 Data base user interface and query software
## 1114 Document management software
## 1115 Document management software
## 1116 Electronic mail software
## 1117 Enterprise resource planning ERP software
## 1118 Enterprise resource planning ERP software
## 1119 Enterprise resource planning ERP software
## 1120 Enterprise resource planning ERP software
## 1121 Human resources software
## 1122 Human resources software
## 1123 Human resources software
## 1124 Human resources software
## 1125 Internet browser software
## 1126 Medical software
## 1127 Medical software
## 1128 Medical software
## 1129 Office suite software
## 1130 Presentation software
## 1131 Project management software
## 1132 Project management software
## 1133 Spreadsheet software
## 1134 Time accounting software
## 1135 Time accounting software
## 1136 Time accounting software
## 1137 Word processing software
## 1138 Analytical or scientific software
## 1139 Business intelligence and data analysis software
## 1140 Content workflow software
## 1141 Content workflow software
## 1142 Data base user interface and query software
## 1143 Document management software
## 1144 Enterprise resource planning ERP software
## 1145 Enterprise resource planning ERP software
## 1146 Financial analysis software
## 1147 Financial analysis software
## 1148 Financial analysis software
## 1149 Financial analysis software
## 1150 Financial analysis software
## 1151 Financial analysis software
## 1152 Financial analysis software
## 1153 Financial analysis software
## 1154 Financial analysis software
## 1155 Financial analysis software
## 1156 Financial analysis software
## 1157 Financial analysis software
## 1158 Financial analysis software
## 1159 Financial analysis software
## 1160 Financial analysis software
## 1161 Financial analysis software
## 1162 Financial analysis software
## 1163 Financial analysis software
## 1164 Financial analysis software
## 1165 Financial analysis software
## 1166 Financial analysis software
## 1167 Information retrieval or search software
## 1168 Office suite software
## 1169 Office suite software
## 1170 Presentation software
## 1171 Spreadsheet software
## 1172 Word processing software
## 1173 Data base user interface and query software
## 1174 Document management software
## 1175 Enterprise resource planning ERP software
## 1176 Enterprise resource planning ERP software
## 1177 Enterprise resource planning ERP software
## 1178 Enterprise resource planning ERP software
## 1179 Financial analysis software
## 1180 Financial analysis software
## 1181 Financial analysis software
## 1182 Financial analysis software
## 1183 Information retrieval or search software
## 1184 Internet browser software
## 1185 Object or component oriented development software
## 1186 Office suite software
## 1187 Presentation software
## 1188 Spreadsheet software
## 1189 Word processing software
## 1190 Analytical or scientific software
## 1191 Analytical or scientific software
## 1192 Analytical or scientific software
## 1193 Analytical or scientific software
## 1194 Data base user interface and query software
## 1195 Data base user interface and query software
## 1196 Desktop publishing software
## 1197 Electronic mail software
## 1198 Graphics or photo imaging software
## 1199 Graphics or photo imaging software
## 1200 Information retrieval or search software
## 1201 Internet browser software
## 1202 Map creation software
## 1203 Office suite software
## 1204 Presentation software
## 1205 Spreadsheet software
## 1206 Video creation and editing software
## 1207 Access software
## 1208 Access software
## 1209 Accounting software
## 1210 Accounting software
## 1211 Administration software
## 1212 Administration software
## 1213 Analytical or scientific software
## 1214 Analytical or scientific software
## 1215 Analytical or scientific software
## 1216 Analytical or scientific software
## 1217 Application server software
## 1218 Application server software
## 1219 Application server software
## 1220 Backup or archival software
## 1221 Backup or archival software
## 1222 Business intelligence and data analysis software
## 1223 Business intelligence and data analysis software
## 1224 Business intelligence and data analysis software
## 1225 Business intelligence and data analysis software
## 1226 Communications server software
## 1227 Compiler and decompiler software
## 1228 Computer aided design CAD software
## 1229 Computer aided design CAD software
## 1230 Computer aided design CAD software
## 1231 Computer aided design CAD software
## 1232 Configuration management software
## 1233 Configuration management software
## 1234 Configuration management software
## 1235 Configuration management software
## 1236 Content workflow software
## 1237 Customer relationship management CRM software
## 1238 Customer relationship management CRM software
## 1239 Customer relationship management CRM software
## 1240 Data base management system software
## 1241 Data base management system software
## 1242 Data base management system software
## 1243 Data base management system software
## 1244 Data base reporting software
## 1245 Data base reporting software
## 1246 Data base reporting software
## 1247 Data base user interface and query software
## 1248 Data base user interface and query software
## 1249 Data base user interface and query software
## 1250 Data base user interface and query software
## 1251 Data conversion software
## 1252 Data mining software
## 1253 Desktop communications software
## 1254 Desktop communications software
## 1255 Desktop communications software
## 1256 Desktop communications software
## 1257 Desktop publishing software
## 1258 Development environment software
## 1259 Development environment software
## 1260 Development environment software
## 1261 Development environment software
## 1262 Document management software
## 1263 Electronic mail software
## 1264 Electronic mail software
## 1265 Electronic mail software
## 1266 Enterprise application integration software
## 1267 Enterprise application integration software
## 1268 Enterprise application integration software
## 1269 Enterprise application integration software
## 1270 Enterprise resource planning ERP software
## 1271 Enterprise resource planning ERP software
## 1272 Enterprise resource planning ERP software
## 1273 Enterprise resource planning ERP software
## 1274 Enterprise system management software
## 1275 Enterprise system management software
## 1276 File versioning software
## 1277 File versioning software
## 1278 File versioning software
## 1279 Financial analysis software
## 1280 Financial analysis software
## 1281 Financial analysis software
## 1282 Graphics or photo imaging software
## 1283 Graphics or photo imaging software
## 1284 Graphics or photo imaging software
## 1285 Graphics or photo imaging software
## 1286 Helpdesk or call center software
## 1287 Human resources software
## 1288 Human resources software
## 1289 Human resources software
## 1290 Information retrieval or search software
## 1291 Internet directory services software
## 1292 Map creation software
## 1293 Map creation software
## 1294 Medical software
## 1295 Medical software
## 1296 Medical software
## 1297 Metadata management software
## 1298 Metadata management software
## 1299 Metadata management software
## 1300 Metadata management software
## 1301 Network monitoring software
## 1302 Network monitoring software
## 1303 Network monitoring software
## 1304 Network monitoring software
## 1305 Network security or virtual private network VPN management software
## 1306 Object or component oriented development software
## 1307 Object or component oriented development software
## 1308 Object or component oriented development software
## 1309 Object or component oriented development software
## 1310 Object oriented data base management software
## 1311 Object oriented data base management software
## 1312 Object oriented data base management software
## 1313 Office suite software
## 1314 Operating system software
## 1315 Operating system software
## 1316 Operating system software
## 1317 Operating system software
## 1318 Pattern design software
## 1319 Pattern design software
## 1320 Pattern design software
## 1321 Portal server software
## 1322 Presentation software
## 1323 Program testing software
## 1324 Program testing software
## 1325 Program testing software
## 1326 Program testing software
## 1327 Project management software
## 1328 Project management software
## 1329 Project management software
## 1330 Requirements analysis and system architecture software
## 1331 Requirements analysis and system architecture software
## 1332 Requirements analysis and system architecture software
## 1333 Requirements analysis and system architecture software
## 1334 Sales and marketing software
## 1335 Spreadsheet software
## 1336 Transaction security and virus protection software
## 1337 Transaction security and virus protection software
## 1338 Transaction security and virus protection software
## 1339 Transaction server software
## 1340 Transaction server software
## 1341 Transaction server software
## 1342 Transaction server software
## 1343 Video creation and editing software
## 1344 Web page creation and editing software
## 1345 Web platform development software
## 1346 Web platform development software
## 1347 Web platform development software
## 1348 Web platform development software
## 1349 Word processing software
## 1350 Access software
## 1351 Administration software
## 1352 Analytical or scientific software
## 1353 Analytical or scientific software
## 1354 Analytical or scientific software
## 1355 Analytical or scientific software
## 1356 Application server software
## 1357 Application server software
## 1358 Application server software
## 1359 Backup or archival software
## 1360 Backup or archival software
## 1361 Business intelligence and data analysis software
## 1362 Business intelligence and data analysis software
## 1363 Communications server software
## 1364 Computer aided design CAD software
## 1365 Computer aided design CAD software
## 1366 Computer aided design CAD software
## 1367 Computer aided design CAD software
## 1368 Configuration management software
## 1369 Configuration management software
## 1370 Configuration management software
## 1371 Configuration management software
## 1372 Content workflow software
## 1373 Data base management system software
## 1374 Data base management system software
## 1375 Data base management system software
## 1376 Data base management system software
## 1377 Data base reporting software
## 1378 Data base reporting software
## 1379 Data base reporting software
## 1380 Data base reporting software
## 1381 Data base user interface and query software
## 1382 Data base user interface and query software
## 1383 Data base user interface and query software
## 1384 Data base user interface and query software
## 1385 Development environment software
## 1386 Development environment software
## 1387 Development environment software
## 1388 Development environment software
## 1389 Device drivers or system software
## 1390 Document management software
## 1391 Electronic mail software
## 1392 Electronic mail software
## 1393 Enterprise application integration software
## 1394 Enterprise application integration software
## 1395 Enterprise application integration software
## 1396 Enterprise application integration software
## 1397 Enterprise resource planning ERP software
## 1398 Enterprise resource planning ERP software
## 1399 Enterprise resource planning ERP software
## 1400 Enterprise resource planning ERP software
## 1401 Enterprise system management software
## 1402 Enterprise system management software
## 1403 File versioning software
## 1404 File versioning software
## 1405 Filesystem software
## 1406 Financial analysis software
## 1407 Financial analysis software
## 1408 Graphical user interface development software
## 1409 Graphics or photo imaging software
## 1410 Graphics or photo imaging software
## 1411 Graphics or photo imaging software
## 1412 Human resources software
## 1413 Industrial control software
## 1414 Information retrieval or search software
## 1415 Map creation software
## 1416 Medical software
## 1417 Metadata management software
## 1418 Network monitoring software
## 1419 Network monitoring software
## 1420 Network operation system software
## 1421 Network security and virtual private network VPN equipment software
## 1422 Object or component oriented development software
## 1423 Object or component oriented development software
## 1424 Object or component oriented development software
## 1425 Object or component oriented development software
## 1426 Object oriented data base management software
## 1427 Object oriented data base management software
## 1428 Office suite software
## 1429 Operating system software
## 1430 Operating system software
## 1431 Operating system software
## 1432 Operating system software
## 1433 Platform interconnectivity software
## 1434 Portal server software
## 1435 Presentation software
## 1436 Program testing software
## 1437 Program testing software
## 1438 Program testing software
## 1439 Program testing software
## 1440 Project management software
## 1441 Project management software
## 1442 Project management software
## 1443 Requirements analysis and system architecture software
## 1444 Requirements analysis and system architecture software
## 1445 Requirements analysis and system architecture software
## 1446 Spreadsheet software
## 1447 Storage networking software
## 1448 Transaction security and virus protection software
## 1449 Transaction security and virus protection software
## 1450 Transaction security and virus protection software
## 1451 Transaction server software
## 1452 Transaction server software
## 1453 Transaction server software
## 1454 Transaction server software
## 1455 Web platform development software
## 1456 Web platform development software
## 1457 Web platform development software
## 1458 Web platform development software
## 1459 Word processing software
## 1460 Access software
## 1461 Access software
## 1462 Analytical or scientific software
## 1463 Analytical or scientific software
## 1464 Analytical or scientific software
## 1465 Analytical or scientific software
## 1466 Application server software
## 1467 Application server software
## 1468 Application server software
## 1469 Backup or archival software
## 1470 Business intelligence and data analysis software
## 1471 Business intelligence and data analysis software
## 1472 Business intelligence and data analysis software
## 1473 Business intelligence and data analysis software
## 1474 Communications server software
## 1475 Computer aided design CAD software
## 1476 Computer aided design CAD software
## 1477 Computer aided design CAD software
## 1478 Computer aided design CAD software
## 1479 Configuration management software
## 1480 Configuration management software
## 1481 Configuration management software
## 1482 Configuration management software
## 1483 Content workflow software
## 1484 Customer relationship management CRM software
## 1485 Customer relationship management CRM software
## 1486 Data base management system software
## 1487 Data base management system software
## 1488 Data base management system software
## 1489 Data base management system software
## 1490 Data base reporting software
## 1491 Data base reporting software
## 1492 Data base user interface and query software
## 1493 Data base user interface and query software
## 1494 Data base user interface and query software
## 1495 Data base user interface and query software
## 1496 Data mining software
## 1497 Desktop publishing software
## 1498 Development environment software
## 1499 Development environment software
## 1500 Development environment software
## 1501 Development environment software
## 1502 Document management software
## 1503 Electronic mail software
## 1504 Electronic mail software
## 1505 Enterprise application integration software
## 1506 Enterprise application integration software
## 1507 Enterprise application integration software
## 1508 Enterprise resource planning ERP software
## 1509 Enterprise resource planning ERP software
## 1510 Enterprise resource planning ERP software
## 1511 Enterprise resource planning ERP software
## 1512 Enterprise system management software
## 1513 Enterprise system management software
## 1514 File versioning software
## 1515 File versioning software
## 1516 Financial analysis software
## 1517 Financial analysis software
## 1518 Graphical user interface development software
## 1519 Graphics or photo imaging software
## 1520 Graphics or photo imaging software
## 1521 Graphics or photo imaging software
## 1522 Graphics or photo imaging software
## 1523 Human resources software
## 1524 Human resources software
## 1525 Information retrieval or search software
## 1526 Internet browser software
## 1527 Internet directory services software
## 1528 LAN software
## 1529 Map creation software
## 1530 Medical software
## 1531 Metadata management software
## 1532 Network conferencing software
## 1533 Network monitoring software
## 1534 Network monitoring software
## 1535 Network monitoring software
## 1536 Network monitoring software
## 1537 Network security and virtual private network VPN equipment software
## 1538 Network security or virtual private network VPN management software
## 1539 Network security or virtual private network VPN management software
## 1540 Object or component oriented development software
## 1541 Object or component oriented development software
## 1542 Object or component oriented development software
## 1543 Object or component oriented development software
## 1544 Object oriented data base management software
## 1545 Object oriented data base management software
## 1546 Office suite software
## 1547 Operating system software
## 1548 Operating system software
## 1549 Operating system software
## 1550 Operating system software
## 1551 Portal server software
## 1552 Presentation software
## 1553 Program testing software
## 1554 Program testing software
## 1555 Program testing software
## 1556 Project management software
## 1557 Project management software
## 1558 Project management software
## 1559 Requirements analysis and system architecture software
## 1560 Sales and marketing software
## 1561 Sales and marketing software
## 1562 Spreadsheet software
## 1563 Storage networking software
## 1564 Transaction security and virus protection software
## 1565 Transaction security and virus protection software
## 1566 Transaction server software
## 1567 Transaction server software
## 1568 Transaction server software
## 1569 Video creation and editing software
## 1570 WAN switching software and firmware
## 1571 Web page creation and editing software
## 1572 Web platform development software
## 1573 Web platform development software
## 1574 Web platform development software
## 1575 Web platform development software
## 1576 Analytical or scientific software
## 1577 Analytical or scientific software
## 1578 Data base user interface and query software
## 1579 Development environment software
## 1580 Development environment software
## 1581 Graphics or photo imaging software
## 1582 Internet browser software
## 1583 Map creation software
## 1584 Map creation software
## 1585 Map creation software
## 1586 Map creation software
## 1587 Map creation software
## 1588 Object or component oriented development software
## 1589 Object or component oriented development software
## 1590 Object or component oriented development software
## 1591 Office suite software
## 1592 Operating system software
## 1593 Operating system software
## 1594 Presentation software
## 1595 Spreadsheet software
## 1596 Word processing software
## 1597 Calendar and scheduling software
## 1598 Computer based training software
## 1599 Computer based training software
## 1600 Computer based training software
## 1601 Computer based training software
## 1602 Data base user interface and query software
## 1603 Data base user interface and query software
## 1604 Data base user interface and query software
## 1605 Data base user interface and query software
## 1606 Development environment software
## 1607 Development environment software
## 1608 Development environment software
## 1609 Development environment software
## 1610 Electronic mail software
## 1611 Electronic mail software
## 1612 Graphics or photo imaging software
## 1613 Information retrieval or search software
## 1614 Information retrieval or search software
## 1615 Internet browser software
## 1616 Network security and virtual private network VPN equipment software
## 1617 Network security and virtual private network VPN equipment software
## 1618 Network security or virtual private network VPN management software
## 1619 Object or component oriented development software
## 1620 Object or component oriented development software
## 1621 Object or component oriented development software
## 1622 Object or component oriented development software
## 1623 Object oriented data base management software
## 1624 Office suite software
## 1625 Operating system software
## 1626 Operating system software
## 1627 Presentation software
## 1628 Spreadsheet software
## 1629 Video creation and editing software
## 1630 Web page creation and editing software
## 1631 Web platform development software
## 1632 Web platform development software
## 1633 Word processing software
## 1634 Word processing software
## 1635 Word processing software
## 1636 Data base user interface and query software
## 1637 Desktop publishing software
## 1638 Desktop publishing software
## 1639 Document management software
## 1640 Electronic mail software
## 1641 Graphics or photo imaging software
## 1642 Graphics or photo imaging software
## 1643 Internet browser software
## 1644 Office suite software
## 1645 Presentation software
## 1646 Spreadsheet software
## 1647 Video creation and editing software
## 1648 Word processing software
## 1649 Computer aided design CAD software
## 1650 Data base user interface and query software
## 1651 Data base user interface and query software
## 1652 Desktop publishing software
## 1653 Electronic mail software
## 1654 Graphics or photo imaging software
## 1655 Graphics or photo imaging software
## 1656 Graphics or photo imaging software
## 1657 Internet browser software
## 1658 Internet protocol IP multimedia subsystem software
## 1659 Office suite software
## 1660 Operating system software
## 1661 Operating system software
## 1662 Operating system software
## 1663 Presentation software
## 1664 Spreadsheet software
## 1665 Video conferencing software
## 1666 Video creation and editing software
## 1667 Video creation and editing software
## 1668 Video creation and editing software
## 1669 Video creation and editing software
## 1670 Web page creation and editing software
## 1671 Web page creation and editing software
## 1672 Word processing software
## 1673 Computer aided design CAD software
## 1674 Computer aided design CAD software
## 1675 Data base user interface and query software
## 1676 Desktop publishing software
## 1677 Electronic mail software
## 1678 Graphics or photo imaging software
## 1679 Graphics or photo imaging software
## 1680 Office suite software
## 1681 Operating system software
## 1682 Operating system software
## 1683 Operating system software
## 1684 Operating system software
## 1685 Presentation software
## 1686 Spreadsheet software
## 1687 Video creation and editing software
## 1688 Video creation and editing software
## 1689 Video creation and editing software
## 1690 Video creation and editing software
## 1691 Word processing software
## 1692 Access software
## 1693 Application server software
## 1694 Backup or archival software
## 1695 Backup or archival software
## 1696 Backup or archival software
## 1697 Data base management system software
## 1698 Data base reporting software
## 1699 Data base user interface and query software
## 1700 Data base user interface and query software
## 1701 Data base user interface and query software
## 1702 Data base user interface and query software
## 1703 Development environment software
## 1704 Electronic mail software
## 1705 Electronic mail software
## 1706 Electronic mail software
## 1707 Electronic mail software
## 1708 Enterprise application integration software
## 1709 Enterprise application integration software
## 1710 Enterprise resource planning ERP software
## 1711 Enterprise system management software
## 1712 Filesystem software
## 1713 Graphics or photo imaging software
## 1714 Helpdesk or call center software
## 1715 Helpdesk or call center software
## 1716 Internet browser software
## 1717 Internet protocol IP multimedia subsystem software
## 1718 LAN software
## 1719 Network monitoring software
## 1720 Network monitoring software
## 1721 Network monitoring software
## 1722 Network monitoring software
## 1723 Object or component oriented development software
## 1724 Object or component oriented development software
## 1725 Object or component oriented development software
## 1726 Office suite software
## 1727 Operating system software
## 1728 Operating system software
## 1729 Operating system software
## 1730 Operating system software
## 1731 Presentation software
## 1732 Project management software
## 1733 Spreadsheet software
## 1734 Storage networking software
## 1735 Storage networking software
## 1736 Transaction server software
## 1737 WAN switching software and firmware
## 1738 Word processing software
## 1739 Access software
## 1740 Application server software
## 1741 Backup or archival software
## 1742 Backup or archival software
## 1743 Backup or archival software
## 1744 Data base management system software
## 1745 Data base reporting software
## 1746 Data base user interface and query software
## 1747 Data base user interface and query software
## 1748 Data base user interface and query software
## 1749 Data base user interface and query software
## 1750 Development environment software
## 1751 Electronic mail software
## 1752 Electronic mail software
## 1753 Electronic mail software
## 1754 Electronic mail software
## 1755 Enterprise application integration software
## 1756 Enterprise application integration software
## 1757 Enterprise resource planning ERP software
## 1758 Enterprise system management software
## 1759 Filesystem software
## 1760 Graphics or photo imaging software
## 1761 Helpdesk or call center software
## 1762 Helpdesk or call center software
## 1763 Internet browser software
## 1764 Internet protocol IP multimedia subsystem software
## 1765 LAN software
## 1766 Network monitoring software
## 1767 Network monitoring software
## 1768 Network monitoring software
## 1769 Network monitoring software
## 1770 Object or component oriented development software
## 1771 Object or component oriented development software
## 1772 Object or component oriented development software
## 1773 Office suite software
## 1774 Operating system software
## 1775 Operating system software
## 1776 Operating system software
## 1777 Operating system software
## 1778 Presentation software
## 1779 Project management software
## 1780 Spreadsheet software
## 1781 Storage networking software
## 1782 Storage networking software
## 1783 Transaction server software
## 1784 WAN switching software and firmware
## 1785 Word processing software
## 1786 Access software
## 1787 Analytical or scientific software
## 1788 Analytical or scientific software
## 1789 Analytical or scientific software
## 1790 Analytical or scientific software
## 1791 Application server software
## 1792 Application server software
## 1793 Backup or archival software
## 1794 Business intelligence and data analysis software
## 1795 Business intelligence and data analysis software
## 1796 Business intelligence and data analysis software
## 1797 Business intelligence and data analysis software
## 1798 Communications server software
## 1799 Compiler and decompiler software
## 1800 Compiler and decompiler software
## 1801 Compiler and decompiler software
## 1802 Compiler and decompiler software
## 1803 Computer aided design CAD software
## 1804 Computer aided design CAD software
## 1805 Computer aided design CAD software
## 1806 Configuration management software
## 1807 Configuration management software
## 1808 Configuration management software
## 1809 Configuration management software
## 1810 Content workflow software
## 1811 Content workflow software
## 1812 Content workflow software
## 1813 Data base management system software
## 1814 Data base management system software
## 1815 Data base management system software
## 1816 Data base management system software
## 1817 Data base reporting software
## 1818 Data base reporting software
## 1819 Data base reporting software
## 1820 Data base user interface and query software
## 1821 Data base user interface and query software
## 1822 Data base user interface and query software
## 1823 Data base user interface and query software
## 1824 Data mining software
## 1825 Desktop publishing software
## 1826 Development environment software
## 1827 Development environment software
## 1828 Development environment software
## 1829 Development environment software
## 1830 Document management software
## 1831 Document management software
## 1832 Electronic mail software
## 1833 Enterprise application integration software
## 1834 Enterprise application integration software
## 1835 Enterprise application integration software
## 1836 Enterprise application integration software
## 1837 Enterprise resource planning ERP software
## 1838 Enterprise resource planning ERP software
## 1839 Enterprise resource planning ERP software
## 1840 Enterprise resource planning ERP software
## 1841 Enterprise system management software
## 1842 Enterprise system management software
## 1843 Enterprise system management software
## 1844 File versioning software
## 1845 File versioning software
## 1846 Financial analysis software
## 1847 Financial analysis software
## 1848 Graphical user interface development software
## 1849 Graphical user interface development software
## 1850 Graphics or photo imaging software
## 1851 Graphics or photo imaging software
## 1852 Graphics or photo imaging software
## 1853 Graphics or photo imaging software
## 1854 Human resources software
## 1855 Map creation software
## 1856 Map creation software
## 1857 Medical software
## 1858 Metadata management software
## 1859 Network monitoring software
## 1860 Network monitoring software
## 1861 Network monitoring software
## 1862 Network monitoring software
## 1863 Network security and virtual private network VPN equipment software
## 1864 Object or component oriented development software
## 1865 Object or component oriented development software
## 1866 Object or component oriented development software
## 1867 Object or component oriented development software
## 1868 Object oriented data base management software
## 1869 Object oriented data base management software
## 1870 Object oriented data base management software
## 1871 Office suite software
## 1872 Operating system software
## 1873 Operating system software
## 1874 Operating system software
## 1875 Operating system software
## 1876 Portal server software
## 1877 Presentation software
## 1878 Program testing software
## 1879 Program testing software
## 1880 Program testing software
## 1881 Program testing software
## 1882 Project management software
## 1883 Project management software
## 1884 Requirements analysis and system architecture software
## 1885 Spreadsheet software
## 1886 Transaction security and virus protection software
## 1887 Transaction server software
## 1888 Web page creation and editing software
## 1889 Web page creation and editing software
## 1890 Web page creation and editing software
## 1891 Web platform development software
## 1892 Web platform development software
## 1893 Web platform development software
## 1894 Web platform development software
## 1895 Word processing software
## 1896 Analytical or scientific software
## 1897 Application server software
## 1898 Application server software
## 1899 Business intelligence and data analysis software
## 1900 Business intelligence and data analysis software
## 1901 Business intelligence and data analysis software
## 1902 Communications server software
## 1903 Configuration management software
## 1904 Configuration management software
## 1905 Configuration management software
## 1906 Content workflow software
## 1907 Content workflow software
## 1908 Customer relationship management CRM software
## 1909 Customer relationship management CRM software
## 1910 Data base management system software
## 1911 Data base management system software
## 1912 Data base management system software
## 1913 Data base management system software
## 1914 Data base reporting software
## 1915 Data base reporting software
## 1916 Data base user interface and query software
## 1917 Data base user interface and query software
## 1918 Data base user interface and query software
## 1919 Data base user interface and query software
## 1920 Data mining software
## 1921 Desktop publishing software
## 1922 Desktop publishing software
## 1923 Development environment software
## 1924 Development environment software
## 1925 Development environment software
## 1926 Development environment software
## 1927 Document management software
## 1928 Electronic mail software
## 1929 Enterprise application integration software
## 1930 Enterprise application integration software
## 1931 Enterprise application integration software
## 1932 Enterprise application integration software
## 1933 Enterprise resource planning ERP software
## 1934 Enterprise resource planning ERP software
## 1935 Enterprise resource planning ERP software
## 1936 Enterprise resource planning ERP software
## 1937 Enterprise system management software
## 1938 Enterprise system management software
## 1939 Expert system software
## 1940 File versioning software
## 1941 File versioning software
## 1942 Financial analysis software
## 1943 Graphics or photo imaging software
## 1944 Graphics or photo imaging software
## 1945 Graphics or photo imaging software
## 1946 Graphics or photo imaging software
## 1947 Instant messaging software
## 1948 Map creation software
## 1949 Map creation software
## 1950 Metadata management software
## 1951 Network monitoring software
## 1952 Network monitoring software
## 1953 Object or component oriented development software
## 1954 Object or component oriented development software
## 1955 Object or component oriented development software
## 1956 Object or component oriented development software
## 1957 Object oriented data base management software
## 1958 Object oriented data base management software
## 1959 Office suite software
## 1960 Operating system software
## 1961 Operating system software
## 1962 Operating system software
## 1963 Operating system software
## 1964 Portal server software
## 1965 Program testing software
## 1966 Program testing software
## 1967 Program testing software
## 1968 Program testing software
## 1969 Project management software
## 1970 Project management software
## 1971 Requirements analysis and system architecture software
## 1972 Sales and marketing software
## 1973 Sales and marketing software
## 1974 Spreadsheet software
## 1975 Transaction server software
## 1976 Transaction server software
## 1977 Video creation and editing software
## 1978 Video creation and editing software
## 1979 Video creation and editing software
## 1980 Web page creation and editing software
## 1981 Web page creation and editing software
## 1982 Web page creation and editing software
## 1983 Web platform development software
## 1984 Web platform development software
## 1985 Web platform development software
## 1986 Web platform development software
## Example
## 1 IBM SPSS Statistics
## 2 Insightful S-PLUS
## 3 Minitab
## 4 SAS
## 5 StataCorp Stata
## 6 STATISTICA
## 7 The MathWorks MATLAB
## 8 Wolfram Research Mathematica
## 9 MySQL
## 10 Clinical trials database software
## 11 Database software
## 12 Microsoft Access
## 13 Microsoft SQL Server
## 14 Patient monitoring systems
## 15 Structured query language SQL
## 16
## 17 SAP
## 18 Graphics software
## 19 STAT! Systems QD Clinical
## 20 C++
## 21 Oracle Java
## 22 Practical extraction and reporting language Perl
## 23 Python
## 24 R
## 25 Microsoft Office
## 26 Linux
## 27 Microsoft Windows
## 28 UNIX
## 29 Microsoft PowerPoint
## 30 Microsoft Excel
## 31 PHP: Hypertext Preprocessor
## 32 Microsoft Word
## 33 IBM SPSS Statistics
## 34 Insightful S-PLUS
## 35 SAS
## 36 Statistical software
## 37 Wolfram Research Mathematica
## 38 Compliance testing software
## 39 Data entry software
## 40 dBASE Plus
## 41 Microsoft Access
## 42 SAP BusinessObjects Desktop Intelligence
## 43 Structured query language SQL
## 44 Microsoft Visual Basic
## 45 IBM Lotus Notes
## 46 Appraisal software
## 47 ARMON Technologies XLActuary
## 48 Cash flow software
## 49 GGY AXIS
## 50 Insureware ICRFS-ELRF
## 51 Lewis & Ellis LEAPPS
## 52 Milliman Corporate Affinity
## 53 Milliman ReservePro
## 54 Oak Mountain Software AnnuityValue
## 55 PolySystems Asset Delphi
## 56 Pricing software
## 57 SS&C PTS
## 58 Microsoft Visio
## 59 C++
## 60 R
## 61 Microsoft Visual FoxPro
## 62 Microsoft Office
## 63 Microsoft PowerPoint
## 64 Microsoft Excel
## 65 Microsoft Word
## 66 Advanced numerical software
## 67 Algorithmic software
## 68 Augmint
## 69 Computational statistics software
## 70 Data visualization software
## 71 IBM SPSS Statistics
## 72 Intel Math Kernel Library
## 73 Mathematical software
## 74 Minitab
## 75 Multisensory data representation software
## 76 Optimization software
## 77 Polhemus Fasttrack System
## 78 Rice Simulator for ILP Multiprocessors RSIM
## 79 SAS
## 80 Simulation software
## 81 StataCorp Stata
## 82 The MathWorks MATLAB
## 83 IBM Cognos Impromptu
## 84 MicroStrategy
## 85 Oracle Business Intelligence Enterprise Edition
## 86 Qlik Tech QlikView
## 87 Tableau
## 88 Clustermatic
## 89 Parallel systems software
## 90 IBM Domino
## 91 Greenhills Ada compilers
## 92 Low-level virtual machine LLVM compilers
## 93 Polaris parallelizing compilers
## 94 Computer aided design and drafting CADD software
## 95 PTC Creo Parametric
## 96 IBM Rational Apex
## 97 Perforce Software Configuration Management System
## 98 Apache Cassandra
## 99 Apache Flume
## 100 Apache Hadoop
## 101 Apache Pig
## 102 Apache Solr
## 103 MongoDB
## 104 MySQL
## 105 NoSQL
## 106 Oracle DBMS
## 107 Relational database management software
## 108 Relational database management system software
## 109 Teradata Database
## 110 Apache Hive
## 111 Microsoft SQL Server
## 112 Structured query language SQL
## 113
## 114 Ada
## 115 Automated document generation software
## 116 C
## 117 CMAKE
## 118 Doxygen
## 119 Eclipse IDE
## 120 Embarcadero JBuilder
## 121 Formula translation/translator FORTRAN
## 122 High-performance software libraries
## 123 IBM Rational Rose
## 124 Integrated development environment IDE software
## 125 Intel Integrated Performance Primitives
## 126 List processing language LISP
## 127 Microsoft Visual Basic
## 128 Microsoft Visual Studio
## 129 Microsoft Visual Studio.NET
## 130 National Instruments LabVIEW
## 131 Prolog
## 132 Ruby
## 133 Software libraries
## 134 Source code management SCM software
## 135 Sun Microsystems Java 2 Platform Enterprise Edition J2EE
## 136 Verilog
## 137 Extensible markup language XML
## 138 IBM InfoSphere DataStage
## 139 SAP Business Objects
## 140 Splunk Enterprise
## 141 Git
## 142 Waikato Environment for Knowledge Analysis Weka
## 143 Graphics pipelines
## 144 Open Graphics Library OpenGL
## 145 Three-dimensional 3D graphics software
## 146 ESRI ArcGIS software
## 147 CA Erwin Data Modeler
## 148 C#
## 149 C++
## 150 Charm++
## 151 Eiffel
## 152 Microsoft ActiveX
## 153 Microsoft Visual Basic.NET
## 154 Microsoft Visual C# .NET
## 155 Object oriented development environment software
## 156 Oracle Java
## 157 Practical extraction and reporting language Perl
## 158 Python
## 159 R
## 160 PostgreSQL
## 161 Microsoft Office
## 162 Bash
## 163 Linux
## 164 Microsoft Windows XP
## 165 Oracle Solaris
## 166 Sun Microsystems Solaris
## 167 Ubuntu
## 168 UNIX
## 169 VME PowerPC VxWorks
## 170 Apache HTTP Server
## 171 Microsoft PowerPoint
## 172 Unified modeling language UML
## 173 Microsoft Excel
## 174 Video editing software
## 175 Plug-in file software
## 176 Django
## 177 Extensible stylesheet language transformations XSLT
## 178 JavaScript
## 179 PHP: Hypertext Preprocessor
## 180 Access management software
## 181 Citrix
## 182 Fund accounting software
## 183 Redgate SQL Server
## 184 SolarWinds
## 185 IBM SPSS Statistics
## 186 Minitab
## 187 Safe Software FME
## 188 SAS
## 189 StataCorp Stata
## 190 Test data generator software
## 191 The MathWorks MATLAB
## 192 Oracle WebLogic Server
## 193 Red Hat WildFly
## 194 Acronis Recovery Expert
## 195 BMC Software Recovery Manager RMAN
## 196 Database cloning software
## 197 EMC NetWorker
## 198 HP DataProtector
## 199 IBM ADSTAR
## 200 Oracle Data Guard
## 201 Storage management software
## 202 Systems and data disaster recovery software
## 203 VERITAS NetBackup
## 204 IBM Cognos Impromptu
## 205 Micosoft SQL Server Analysis Services SSAS
## 206 MicroStrategy
## 207 Oracle Business Intelligence Enterprise Edition
## 208 Qlik Tech QlikView
## 209 Tableau
## 210 Cluster server software
## 211 Oracle Real Application Cluster RAC
## 212 IBM Domino
## 213 Dassault Systemes CATIA
## 214
## 215 Chef
## 216 Deployment software
## 217 Perforce Helix software
## 218 Puppet
## 219 Red Hat Ansible Engine
## 220 VMWare
## 221 Atlassian JIRA
## 222 Blackbaud The Raiser's Edge
## 223 Oracle Eloqua
## 224 Salesforce software
## 225 ADO.NET
## 226 Amazon DynamoDB
## 227 Apache Cassandra
## 228 Apache Hadoop
## 229 Apache Pig
## 230 Apache Solr
## 231 Apache Sqoop
## 232 BMC Software Change Manager
## 233 CA IDMS
## 234 Catalog navigation software
## 235 Concurrency control software
## 236 Couchbase Server
## 237 Data definition language DDL
## 238 Data manipulation language DML
## 239 Data transformation services DTS software
## 240 Database design software
## 241 Elasticsearch
## 242 Embarcadero Technologies DBArtisan
## 243 Greenplum Database
## 244 IBM Interactive System Productivity Facility ISPF
## 245 Index tuning software
## 246 Informatica Big Data
## 247 MapR Converged Data Platform
## 248 MariaDB
## 249 MongoDB
## 250 NoSQL
## 251 Oracle Enterprise Manager
## 252 Oracle Enterprise Manager Cloud Control
## 253 Oracle Golden Gate
## 254 Oracle PL/SQL
## 255 Quest Central
## 256 Quest SharePlex
## 257 Relational database management software
## 258 SAP Adaptive Server Enterprise
## 259 SAP Replication Server
## 260 SentryOne SQL Sentry
## 261 Teradata Database
## 262 ASG Technologies ASG-Zeke
## 263 Microsoft SQL Server Reporting Services
## 264 Oracle Reports
## 265 Oracle SQL Loader
## 266 Oracle SQL Plus
## 267 ReCrystallize Crystal Reports
## 268 SAP Crystal Reports
## 269 Apache Hive
## 270 Blackboard
## 271 Data entry software
## 272 FileMaker Pro
## 273 IBM DB2
## 274 Microsoft Access
## 275 Microsoft SQL Server
## 276 MySQL
## 277 Oracle JDBC
## 278 Structured query language SQL
## 279 Teradata Active Enterprise Data Warehouse
## 280 Google Analytics
## 281 Microsoft Publisher
## 282 Apache Maven
## 283 C
## 284 Common business oriented language COBOL
## 285 Eclipse IDE
## 286 Integrated development environment IDE software
## 287 Microsoft .NET Framework
## 288 Microsoft PowerShell
## 289 Microsoft Visual Basic
## 290 Microsoft Visual Basic Scripting Edition VBScript
## 291 Microsoft Visual Studio
## 292 Prolog
## 293 Restructured extended executor REXX
## 294 Ruby
## 295 IBM Notes
## 296 Microsoft Exchange Server
## 297 Microsoft Outlook
## 298 BMC Software Control-M
## 299 Extensible markup language XML
## 300 IBM InfoSphere DataStage
## 301 IBM WebSphere
## 302 Microsoft SQL Server Integration Services SSIS
## 303 Ab Initio
## 304 Ellucian Banner ERP
## 305 Informatica Corporation PowerCenter
## 306 Microsoft Dynamics
## 307 Microsoft Dynamics GP
## 308 NetSuite ERP
## 309 Oracle Fusion Applications
## 310 Oracle Hyperion
## 311 Oracle JD Edwards EnterpriseOne
## 312 Oracle PeopleSoft
## 313 Oracle PeopleSoft Financials
## 314 SAP
## 315 SAP Business Objects
## 316 IBM Power Systems software
## 317 Splunk Enterprise
## 318 Apache Mahout
## 319 Apache Subversion SVN
## 320 Git
## 321 Delphi Technology
## 322 Oracle E-Business Suite Financials
## 323 Adobe Systems Adobe Flash
## 324 Microsoft Visio
## 325 Human resource management software HRMS
## 326 Oracle Learning Management
## 327 Oracle Taleo
## 328 Data validation software
## 329 LexisNexis
## 330 CA Easytrieve Report Generator
## 331 ESRI ArcGIS software
## 332 Epic Systems
## 333 CA Erwin Data Modeler
## 334 Data dictionary software
## 335 Data mapping software
## 336 Data modeling software
## 337 IBM Rational Data Architect
## 338 Pentaho Kettle
## 339 Visual Paradigm DB Visual ARCHITECT
## 340 Nagios
## 341 Wireshark
## 342 Zabbix
## 343 Virtual private networking VPN software
## 344 Database security software
## 345 Advanced business application programming ABAP
## 346 C#
## 347 C++
## 348 jQuery
## 349 Microsoft ActiveX
## 350 Microsoft Visual Basic.NET
## 351 Microsoft Visual C# .NET
## 352 Oracle Java
## 353 Practical extraction and reporting language Perl
## 354 Python
## 355 R
## 356 SAP PowerBuilder
## 357 Swift
## 358 Hibernate ORM
## 359 IBM Informix
## 360 Object database management system ODBMS
## 361 PostgreSQL
## 362 Transact-SQL
## 363 Microsoft Office
## 364 Apple Macintosh OS
## 365 Bash
## 366 DOS shell script
## 367 Hewlett Packard HP-UX
## 368 Job control language JCL
## 369 Kornshell
## 370 Linux
## 371 Microsoft Windows
## 372 Oracle Solaris
## 373 Red Hat Enterprise Linux
## 374 Shell script
## 375 Ubuntu
## 376 UNIX
## 377 Apache HTTP Server
## 378 Microsoft PowerPoint
## 379 Computer Associates Log Analyzer
## 380 Database testing software
## 381 Hewlett Packard LoadRunner
## 382 JUnit
## 383 Microsoft Project
## 384 Microsoft SharePoint
## 385 Oracle Primavera Enterprise Project Portfolio Management
## 386 Database capacity planning software
## 387 Unified modeling language UML
## 388 Marketo Marketing Automation
## 389 Microsoft Excel
## 390 Storage area network SAN software
## 391 Encryption software
## 392 McAfee
## 393 Symantec
## 394 Customer information control system CICS
## 395 Adobe Systems Adobe Dreamweaver
## 396 AJAX
## 397 Apache Struts
## 398 Apache Tomcat
## 399 Cascading Style Sheets CSS
## 400 Django
## 401 Drupal
## 402 Dynamic hypertext markup language DHTML
## 403 Enterprise JavaBeans
## 404 Ext JS
## 405 Extensible HyperText Markup Language XHTML
## 406 Google AngularJS
## 407 Hypertext markup language HTML
## 408 JavaScript
## 409 JavaScript Object Notation JSON
## 410 LAMP Stack
## 411 Microsoft ASP.NET
## 412 Node.js
## 413 Oracle Application Express APEX
## 414 Oracle Designer
## 415 Oracle JavaServer Pages JSP
## 416 PHP: Hypertext Preprocessor
## 417 Ruby on Rails
## 418 Spring Framework
## 419 Microsoft Word
## 420 Citrix
## 421 Electronic data capture EDC software
## 422 IBM SPSS Statistics
## 423 Oracle Remote Data Capture
## 424 SAS
## 425 SAS JMP
## 426 Autocoders
## 427 Drug coding software
## 428 Oracle SQL Loader
## 429 SAP BusinessObjects Crystal Reports
## 430 SAP Crystal Reports
## 431 5AM Glassbox Translational Research
## 432 ClearTrial
## 433 Clinical trial management software
## 434 DZS Software Solutions ClinPlus
## 435 ePharmaSolutions eMVR
## 436 Fortress Medical Clindex
## 437 InforSense InforSense
## 438 Invivo Data EPX ePRO Management System
## 439 KIKA Veracity
## 440 Merge Healthcare eTrials
## 441 Microsoft Access
## 442 Microsoft SQL Server
## 443 OpenClinica
## 444 Oracle Clinical
## 445 Patient tracking software
## 446 PercipEnz Technologies OnCore-Clinical Research Management OnCore-CRM
## 447 Phase Forward Clintrial
## 448 PPD eLoader
## 449 Relational database software
## 450 Sierra Scientific Software CRIS
## 451 StudyManager Sponsor Edition
## 452 SyMetric Sciences SyMetric
## 453 TOPAZ Enterprise Software Suite
## 454 Microsoft Visual Basic
## 455 Extensible markup language XML
## 456 Microsoft Visio
## 457 Allscripts
## 458 Epic Systems
## 459 MEDITECH software
## 460 C++
## 461 Oracle Java
## 462 Microsoft Office
## 463 Microsoft PowerPoint
## 464 Microsoft Project
## 465 Microsoft Excel
## 466 Microsoft Word
## 467 Citrix
## 468 Mac HelpMate
## 469 Sage 50 Accounting
## 470 Tax software
## 471 Element management software
## 472 SolarWinds
## 473 StataCorp Stata
## 474 Oracle WebLogic Server
## 475 Red Hat WildFly
## 476 Password management software
## 477 Disaster recovery software
## 478 Microsoft Volume Shadow Copy Service
## 479 Symantec LiveState
## 480 Veritas NetBackup
## 481 IBM Cognos Impromptu
## 482 MicroStrategy
## 483 Oracle Business Intelligence Enterprise Edition
## 484 Qlik Tech QlikView
## 485 Tableau
## 486
## 487 IBM Domino
## 488 Autodesk AutoCAD
## 489 Bentley MicroStation
## 490 Automated installation software
## 491 Chef
## 492 Deployment software
## 493 Patch management software
## 494 Perforce Helix software
## 495 Puppet
## 496 Atlassian JIRA
## 497 Salesforce software
## 498 Oracle PL/SQL
## 499 Relational database management software
## 500 Sybase
## 501 Teradata Database
## 502 Microsoft SQL Server Reporting Services
## 503 SAP Crystal Reports
## 504 Blackboard
## 505 Data entry software
## 506 FileMaker Pro
## 507 iPro
## 508 Lucid IQ
## 509 Microsoft Access
## 510 Microsoft SQL Server
## 511 MySQL
## 512 Oracle JDBC
## 513 Software asset management SAM software
## 514 Structured query language SQL
## 515 Transact-SQL
## 516 Yardi
## 517 CrossTec NetOp Remote Control
## 518 Remote control software
## 519 Stac Software ReachOut
## 520 Symantec pcAnywhere
## 521 Adobe Systems Adobe Distiller
## 522 Adobe Systems Adobe InDesign
## 523 Microsoft Publisher
## 524 Adobe Systems Adobe ActionScript
## 525 Apache Maven
## 526 C
## 527 Common business oriented language COBOL
## 528 Eclipse IDE
## 529 Integrated development environment IDE software
## 530 Microsoft .NET Framework
## 531 Microsoft PowerShell
## 532 Microsoft Visual Basic
## 533 Microsoft Visual Basic Scripting Edition VBScript
## 534 Microsoft Visual Studio
## 535 Ruby
## 536 Adobe Systems Adobe Acrobat
## 537 IBM Notes
## 538 Microsoft Exchange Server
## 539 Microsoft Outlook
## 540 Extensible markup language XML
## 541 IBM WebSphere
## 542 Microsoft Dynamics
## 543 Microsoft Dynamics GP
## 544 NetSuite ERP
## 545 Oracle Fusion Applications
## 546 Oracle JD Edwards EnterpriseOne
## 547 Oracle PeopleSoft
## 548 SAP
## 549 SAP Business Objects
## 550 IBM Power Systems software
## 551 Splunk Enterprise
## 552 Desktop partitioning software
## 553 Symantec Norton Utilities
## 554 Oracle E-Business Suite Financials
## 555 Adobe Systems Adobe Creative Cloud
## 556 Adobe Systems Adobe Fireworks
## 557 Adobe Systems Adobe Flash
## 558 Adobe Systems Adobe Illustrator
## 559 Adobe Systems Adobe Photoshop
## 560 Microsoft Visio
## 561 Trimble SketchUp Pro
## 562 Call center software
## 563 Help desk software
## 564 Human resource management software HRMS
## 565 Information systems integration software
## 566 LexisNexis
## 567
## 568 Active directory software
## 569 Domain name system DNS
## 570 Network directory services software
## 571
## 572 ESRI ArcGIS software
## 573 Epic Systems
## 574 MEDITECH software
## 575 Dartware InterMapper
## 576 Nagios
## 577 Wireshark
## 578 Remote install server software
## 579 Virtual private networking VPN software
## 580 Advanced business application programming ABAP
## 581 C#
## 582 C++
## 583 Microsoft ActiveX
## 584 Oracle Java
## 585 Practical extraction and reporting language Perl
## 586 Python
## 587 Swift
## 588 Hibernate ORM
## 589 PostgreSQL
## 590 Microsoft Office
## 591 Bash
## 592 Cisco Systems IOS
## 593 Event log monitor software
## 594 Hewlett Packard HP-UX
## 595 Job control language JCL
## 596 KornShell
## 597 Linux
## 598 Microsoft Windows
## 599 Microsoft Windows Pre-installation Environment
## 600 Operating system monitoring software
## 601 Oracle Solaris
## 602 Red Hat Enterprise Linux
## 603 Ubuntu
## 604 UNIX
## 605 Migration software
## 606 Apache HTTP Server
## 607 Microsoft PowerPoint
## 608 Defect tracking software
## 609 Hewlett Packard LoadRunner
## 610 Personal computer diagnostic software
## 611 Microsoft Project
## 612 Microsoft SharePoint
## 613 Marketo Marketing Automation
## 614 Microsoft Excel
## 615 Media storage management software
## 616 Encryption software
## 617 McAfee
## 618 Symantec
## 619 Virus scanning software
## 620 Customer information control system CICS
## 621 Apple Final Cut Pro
## 622 Adobe Systems Adobe Dreamweaver
## 623 AJAX
## 624 Apache Struts
## 625 Apache Tomcat
## 626 Drupal
## 627 Dynamic hypertext markup language DHTML
## 628 Enterprise JavaBeans
## 629 Ext JS
## 630 Extensible HyperText Markup Language XHTML
## 631 Hypertext markup language HTML
## 632 JavaScript
## 633 LAMP Stack
## 634 Microsoft ASP.NET
## 635 Oracle JavaServer Pages JSP
## 636 PHP: Hypertext Preprocessor
## 637 Microsoft Word
## 638 Deltek Costpoint
## 639 Intuit QuickBooks
## 640 Business analysis software
## 641 Relex Weibull
## 642 AdRelevance
## 643 Microsoft Access
## 644 Microsoft Dynamics Marketing
## 645 PaloAlto Advertising Plan Pro
## 646 Structured query language SQL
## 647 Adobe Systems Adobe PageMaker
## 648 Quark
## 649 Atlas Business Solutions Staff Files
## 650 Document management system software
## 651 IBM Notes
## 652 Microsoft Outlook
## 653 Brainworks
## 654 Microsoft Dynamics GP
## 655 Oracle Hyperion
## 656 SAP
## 657 Adobe Systems Adobe Illustrator
## 658 Adobe Systems Adobe Photoshop
## 659 Microsoft Visio
## 660 ADP Workforce Now
## 661 Human resource management software HRMS
## 662 Ultimate Software UltiPro
## 663 Vantage Point Software HRA
## 664 Web browser software
## 665 e-MDs Bill
## 666 Microsoft Office
## 667 Microsoft PowerPoint
## 668 Experience in Software Webplanner
## 669 Microsoft Project
## 670 Microsoft SharePoint
## 671 Microsoft Excel
## 672 Apple iMovie
## 673 Adobe Systems Adobe Dreamweaver
## 674 Adobe Systems Adobe Flash Player
## 675 Microsoft Word
## 676 Minitab
## 677 Provalis Research Simstat
## 678 TNS Miriad
## 679 WinCross
## 680 IBM Cognos Impromptu
## 681 MicroStrategy
## 682 Oracle Business Intelligence Enterprise Edition
## 683 Qlik Tech QlikView
## 684 Map Maker
## 685 Adxstudio, for Microsoft
## 686 Blackbaud The Raiser's Edge
## 687 Oracle Eloqua
## 688 Sage ACT!
## 689 Salesforce software
## 690 Apache Hadoop
## 691 Apache Hive
## 692 Teradata Database
## 693 SAP Crystal Reports
## 694 FileMaker Pro
## 695 Microsoft Access
## 696 Structured query language SQL
## 697 WorldAPP KeySurvey Suite
## 698 Google Analytics
## 699 IBM Intelligent Miner
## 700 NCR Teradata Warehouse Miner
## 701 Oracle Darwin
## 702 Adobe Systems Adobe InDesign
## 703 LogiXML Ad-HOC
## 704 Microsoft Publisher
## 705 Sawtooth SSI Web
## 706 Adobe Systems Adobe ActionScript
## 707 Microsoft Visual Basic
## 708 Adobe Systems Adobe Acrobat
## 709 Microsoft Outlook
## 710 Microsoft Dynamics
## 711 NetSuite ERP
## 712 Oracle PeopleSoft
## 713 SAP
## 714 Digivey software (expert system feature)
## 715 Delphi Technology
## 716 Financial planning software
## 717 Adobe Systems Adobe Creative Cloud
## 718 Adobe Systems Adobe Photoshop
## 719 Microsoft Visio
## 720 Thomson Dialog
## 721 Factiva
## 722 LexisNexis
## 723 Mintel Reports
## 724 Verispan Patient Parameters
## 725 Web browser software
## 726 ESRI ArcGIS software
## 727 R
## 728 Microsoft Office
## 729 Digivey software (point of sale feature)
## 730 Microsoft PowerPoint
## 731 ClassApps SelectSurveyASP
## 732 Microsoft Project
## 733 Microsoft SharePoint
## 734 Perseus SurveySolutions
## 735 Google AdWords
## 736 Marketo Marketing Automation
## 737 Microsoft Excel
## 738 Symantec
## 739 Adobe Systems Adobe AfterEffects
## 740 Apple Final Cut Pro
## 741 YouTube
## 742 Adobe Systems Adobe Dreamweaver
## 743 Adobe Systems Adobe Flash Player
## 744 Facebook
## 745 LinkedIn
## 746 Cascading Style Sheets CSS
## 747 Drupal
## 748 Dynamic hypertext markup language DHTML
## 749 JavaScript
## 750 Microsoft Word
## 751 Fund accounting software
## 752 Intuit QuickBooks
## 753 Sage 50 Accounting
## 754 Sageworks ProfitCents
## 755 ACL Audit Exchange
## 756 Arbutus Analyzer
## 757 Guidance Software EnCase Enterprise
## 758 SAS
## 759 IBM Cognos Impromptu
## 760 Qlik Tech QlikView
## 761 Tableau
## 762 Intrax ProcedureNet
## 763 Paisley Cardmap
## 764 Sage HandiSoft HandiLedger
## 765 TrendTracker Compliance Solution
## 766 Data entry software
## 767 Microsoft Access
## 768 Structured query language SQL
## 769 Data extraction software
## 770 WizSoft WizWhy
## 771 Microsoft Visual Basic
## 772 IBM Notes
## 773 Lawson ERP
## 774 Microsoft Dynamics GP
## 775 Oracle Fusion Applications
## 776 SAP
## 777 IBM Power Systems software
## 778 Bi3 Financial Statement Fraud Analysis
## 779 CaseWare International IDEA SmartAnalyzer
## 780 Oracle E-Business Suite Financials
## 781 Thomson Reuters Risk Management
## 782 Microsoft Visio
## 783 LexisNexis
## 784 Healthcare common procedure coding system HCPCS
## 785 Medical condition coding software
## 786 Medical procedure coding software
## 787 R
## 788 Corel WordPerfect Office Suite
## 789 Microsoft Office
## 790 Microsoft Works
## 791 UNIX
## 792 Google Slides
## 793 Microsoft PowerPoint
## 794 Oracle Primavera Enterprise Project Portfolio Management
## 795 Google Sheets
## 796 Microsoft Excel
## 797 WorkForce Software EmpCenter Time and Attendance
## 798 Symantec
## 799 TechSmith Camtasia
## 800 Google Docs
## 801 Microsoft Word
## 802 Fund accounting software
## 803 Intuit QuickBooks
## 804 Sage 50 Accounting
## 805 Tax software
## 806 SAS
## 807 StataCorp Stata
## 808 The MathWorks MATLAB
## 809 Ward Systems Group NeuralShell Predictor
## 810 IBM Cognos Impromptu
## 811 Oracle Business Intelligence Enterprise Edition
## 812 Qlik Tech QlikView
## 813 Tableau
## 814 Montgomery Investment Technology Utility XL
## 815 TickQuest NeoTicker
## 816 Perforce Helix software
## 817 Salesforce software
## 818 Apache Hive
## 819 Apache Pig
## 820 Teradata Database
## 821 SAP Crystal Reports
## 822 FileMaker Pro
## 823 IBM Lotus Approach
## 824 Microsoft Access
## 825 Structured query language SQL
## 826 Microsoft Visual Basic
## 827 Microsoft Office SharePoint Server MOSS
## 828 IBM Notes
## 829 Microsoft Outlook
## 830 Microsoft Dynamics GP
## 831 NetSuite ERP
## 832 Oracle Fusion Applications
## 833 SAP Business Objects
## 834 IBM Power Systems software
## 835 Ivorix Neurostrategy Finance
## 836 Matheny Pattern Forecaster Plus
## 837 NeuroSolutions for MatLab
## 838 Delphi Technology
## 839 Longview Performance Management Platform
## 840 Oracle E-Business Suite Financials
## 841 Wolfram Research Mathematica UnRisk Pricing Engine
## 842 Microsoft Visio
## 843 Human resource management software HRMS
## 844 dailyVest Investment Personalization Platform
## 845 LexisNexis
## 846 TradeTools Monthly U.S. Economic Database
## 847 Ward Systems Group NeuroShell Trader
## 848 Healthcare common procedure coding system HCPCS
## 849 Medical condition coding software
## 850 Medical procedure coding software
## 851 MEDITECH software
## 852 R
## 853 Microsoft Office
## 854 DealMaven PresLink for PowerPoint and Word
## 855 Microsoft PowerPoint
## 856 Microsoft Project
## 857 Microsoft SharePoint
## 858 Marketo Marketing Automation
## 859 Apple AppleWorks
## 860 Corel QuattroPro
## 861 IBM Lotus 1-2-3
## 862 Microsoft Excel
## 863 Microsoft Word
## 864 Report generation software
## 865 Citrix
## 866 Fund accounting software
## 867 A mathematical programming language AMPL
## 868 Claritas PRIZM NE
## 869 ESRI ArcExplorer
## 870 General algebraic modeling system GAMS
## 871 Hyperion Solutions Hyperion Intelligence
## 872 IBM SPSS Statistics
## 873 iGrafx
## 874 ILOG OPL-CPLEX Development System
## 875 Imagine That Extend OR
## 876 Insightful S-PLUS
## 877 LINDO Systems LINGO
## 878 Mesquite Software CSIM
## 879 Minitab
## 880 Mixed integer optimizer MINTO
## 881 ProModel
## 882 Rockwell Automation Arena
## 883 SAS
## 884 Stanford Business Software MINOS
## 885 Stanford Business Software SNOPT
## 886 StataCorp Stata
## 887 Telelogic System Architect
## 888 The MathWorks MATLAB
## 889 The MathWorks Simulink
## 890 Wolfram Research Mathematica
## 891 Veritas NetBackup
## 892 IBM Cognos Impromptu
## 893 MicroStrategy
## 894 Oracle Business Intelligence Enterprise Edition
## 895 Qlik Tech QlikView
## 896 Tableau
## 897 IBM Domino
## 898 Dassault Systemes CATIA
## 899 Mathsoft Mathcad
## 900 Oracle Eloqua
## 901 Apache Pig
## 902 Sybase
## 903 Teradata Database
## 904 Microsoft SQL Server Reporting Services
## 905 SAP Crystal Reports
## 906 Strategic Reporting Systems ReportSmith
## 907 FileMaker Pro
## 908 Microsoft Access
## 909 Microsoft SQL Server
## 910 MySQL
## 911 Structured query language SQL
## 912 C
## 913 Microsoft Visual Basic
## 914 IBM Notes
## 915 Extensible markup language XML
## 916 Oracle Hyperion
## 917 Oracle JD Edwards EnterpriseOne
## 918 SAP
## 919 SAP Business Objects
## 920 IBM Power Systems software
## 921 Splunk Enterprise
## 922 Business Forecast Systems Forecast Pro
## 923 Microsoft Visio
## 924 LexisNexis
## 925 ESRI ArcGIS software
## 926 Microsoft MapPoint
## 927 Wireshark
## 928 C++
## 929 Practical extraction and reporting language Perl
## 930 Python
## 931 R
## 932 SAP PowerBuilder
## 933 Sun Microsystems Java
## 934 Microsoft Office
## 935 Cisco Systems IOS
## 936 Hewlett Packard HP-UX
## 937 Job control language JCL
## 938 Linux
## 939 UNIX
## 940 Microsoft PowerPoint
## 941 Microsoft Project
## 942 Microsoft SharePoint
## 943 Microsoft Excel
## 944 McAfee
## 945 Microsoft Word
## 946 Aptech Systems GAUSS
## 947 Automatic Forecasting Systems Autobox
## 948 Camfit Data Limited Microfit
## 949 Cytel StatXact
## 950 DataDescription DataDesk
## 951 Econometric Software LIMDEP
## 952 GraphPad Software GraphPad Prism
## 953 IBM SPSS Amos
## 954 IBM SPSS AnswerTree
## 955 IBM SPSS Statistics
## 956 Insightful S-PLUS
## 957 Minitab
## 958 Muthen & Muthen MPlus
## 959 NCSS Power Analysis and Sample Size PASS
## 960 Quantitative Micro Software EViews
## 961 RAT-STATS
## 962 SAS
## 963 SAS JMP
## 964 Scientific Software International SSI Hierarchical Linear and Non-Linear Modeling HLM
## 965 Scientific Software International SSI LISREL
## 966 Stat-Ease Design-Ease
## 967 Stat-Ease Design-Expert
## 968 StataCorp Stata
## 969 STATISTICA
## 970 Statistical Solutions BMDP
## 971 StatPoint STATGRAPHICS Centurion
## 972 SuperANOVA
## 973 Systat Software SigmaPlot
## 974 Systat Software SigmaStat
## 975 The MathWorks MATLAB
## 976 UNISTAT Statistical Package
## 977 Visual Numerics TS-WAVE
## 978 Wolfram Research Mathematica
## 979 XGobi
## 980 XLISP-STAT
## 981 Tableau
## 982 Apache Hadoop
## 983 Apache Pig
## 984 Teradata Database
## 985 IBM DB2
## 986 Microsoft Access
## 987 Structured query language SQL
## 988 Angoss KnowledgeSEEKER
## 989 NCR Teradata Warehouse Miner
## 990 SAS Enterprise Miner
## 991 Common business oriented language COBOL
## 992 Formula translation/translator FORTRAN
## 993 Microsoft Visual Basic
## 994 SAS/CONNECT
## 995 SAP
## 996 C++
## 997 Python
## 998 R
## 999 SAP PowerBuilder
## 1000 Sun Microsystems Java
## 1001 Microsoft Visual FoxPro
## 1002 Microsoft Office
## 1003 Linux
## 1004 UNIX
## 1005 Microsoft PowerPoint
## 1006 Microsoft Excel
## 1007 Microsoft Word
## 1008 Aptech Systems GAUSS
## 1009 Quantitative Micro Software EViews
## 1010 SAS
## 1011 Timberlake Consultants OxMetrics
## 1012 MySQL
## 1013 Teradata Database
## 1014 Microsoft Access
## 1015 Structured query language SQL
## 1016 LaTeX
## 1017 Formula translation/translator FORTRAN
## 1018 Microsoft Visual Basic
## 1019 Microsoft Outlook
## 1020 Palisade @Risk
## 1021 Microsoft Internet Explorer
## 1022 Mozilla Firefox
## 1023 Web browser software
## 1024 ESRI ArcView
## 1025 C++
## 1026 Microsoft Visual C# .NET
## 1027 Oracle Java
## 1028 Python
## 1029 Corel WordPerfect Office Suite
## 1030 Microsoft Office
## 1031 UNIX
## 1032 Microsoft PowerPoint
## 1033 Corel QuattroPro
## 1034 IBM Lotus 1-2-3
## 1035 Microsoft Excel
## 1036 MediaWiki
## 1037 Microsoft Word
## 1038 Memphis Survey Explorer
## 1039 SAS
## 1040 The MathWorks MATLAB
## 1041 Voxco PRONTO
## 1042 Tableau
## 1043 ETABS
## 1044 Microsoft Access
## 1045 Pulse Train Bellview TCI
## 1046 Snap Survey Software
## 1047 Structured query language SQL
## 1048 Salford Systems CART
## 1049 EZ Forms
## 1050 Sawtooth SSI Web
## 1051 Verity TELEform
## 1052 Email software
## 1053 Extensible markup language XML
## 1054 Oracle PeopleSoft
## 1055 Acarda CallAssist
## 1056 Computer assisted telephone interviewing CATI software
## 1057 CfMC COSI
## 1058 Graphics software
## 1059 CfMC SoundSurvent
## 1060 Web browser software
## 1061 Postal boundary mapping software
## 1062 C++
## 1063 Oracle Java
## 1064 Practical extraction and reporting language Perl
## 1065 Python
## 1066 Microsoft Office
## 1067 Pulse Train Bellview Scan
## 1068 COMCON DataFriend
## 1069 Microsoft PowerPoint
## 1070 Pulse Train Pulser Web
## 1071 QPSMR Limited Reflect
## 1072 Microsoft Project
## 1073 Perseus SurveySolutions
## 1074 Microsoft Excel
## 1075 Adobe Systems Adobe Cold Fusion
## 1076 Pulse Train Bellview Web
## 1077 JavaScript
## 1078 Microsoft Word
## 1079 Fund accounting software
## 1080 Analyse-it
## 1081 Statistical software
## 1082 MicroStrategy
## 1083 Qlik Tech QlikView
## 1084 Relational database management software
## 1085 DataVision
## 1086 FileMaker Pro
## 1087 Microsoft Access
## 1088 Structured query language SQL
## 1089 Integrated development environment IDE software
## 1090 Adobe Systems Adobe Acrobat
## 1091 Atrion Intelligent Authoring
## 1092 Microsoft Outlook
## 1093 SAP
## 1094 Human resource management software HRMS
## 1095 LexisNexis
## 1096 Web browser software
## 1097 Healthcare common procedure coding system HCPCS
## 1098 Medical procedure coding software
## 1099 Microsoft Office
## 1100 Microsoft PowerPoint
## 1101 Microsoft Project
## 1102 Microsoft SharePoint
## 1103 Microsoft Excel
## 1104 McAfee
## 1105 Microsoft Word
## 1106 SAS
## 1107 IBM Cognos Impromptu
## 1108 Relational database management software
## 1109 SAP Crystal Reports
## 1110 Clayton Wallis CompGeo Online Professional Forecast Library
## 1111 Data entry software
## 1112 Microsoft Access
## 1113 Salary.com
## 1114 Actuarial Systems Corporation Document Generation and Management System
## 1115 Document management system software
## 1116 Microsoft Outlook
## 1117 Lawson ERP
## 1118 Oracle Fusion Applications
## 1119 Oracle PeopleSoft
## 1120 SAP ERP Human Capital Management
## 1121 ADP Workforce Now
## 1122 Human resource management software HRMS
## 1123 IBM Cognos
## 1124 Oracle E-Business Suite Human Resources Management System
## 1125 Microsoft Internet Explorer
## 1126 Healthcare common procedure coding system HCPCS
## 1127 Medical condition coding software
## 1128 Medical procedure coding software
## 1129 Microsoft Office
## 1130 Microsoft PowerPoint
## 1131 Microsoft SharePoint
## 1132 Project planning software
## 1133 Microsoft Excel
## 1134 ADP Enterprise eTime
## 1135 Kronos Workforce Timekeeper
## 1136 Sage Abra
## 1137 Microsoft Word
## 1138 SAS
## 1139 Oracle Business Intelligence Enterprise Edition
## 1140 Equifax Application Engine
## 1141 Experian Transact SM
## 1142 Structured query language SQL
## 1143 Credit adjudication and lending management system CALMS
## 1144 Oracle JD Edwards EnterpriseOne
## 1145 SAP
## 1146 CGI-AMS CACS Enterprise
## 1147 CGI-AMS Strata
## 1148 Credit and risk analysis software
## 1149 Credit fraud detection software
## 1150 Dun and Bradstreet Global DecisionMaker
## 1151 eCredit Enterprise
## 1152 Equifax Advanced Decisioning
## 1153 Equifax InterConnect
## 1154 Experian Credinomics
## 1155 Experian Detect
## 1156 Experian FraudShield
## 1157 Experian Quest
## 1158 Experian Retention Triggers
## 1159 Fair Isaac Application Risk Model Software
## 1160 Fair Isaac Capstone Decision Manager
## 1161 Fair Isaac Falcon ID
## 1162 Moody's KMV CreditEdge
## 1163 Moody's KMV Decisions
## 1164 Moody's KMV Financial Analyst
## 1165 Moody's KMV Risk Advisor
## 1166 Moody's KMV Risk Analyst
## 1167 CGI-AMS BureauLink Enterprise
## 1168 Experian Strategy Management
## 1169 Microsoft Office
## 1170 Microsoft PowerPoint
## 1171 Microsoft Excel
## 1172 Microsoft Word
## 1173 Database software
## 1174 FileNet Content Manager
## 1175 Anodas Software Limited Phoenix
## 1176 Consilience Software Maven Insurance Automation Suite
## 1177 SIS SEMCI PARTNER
## 1178 Skywire Software InsBridge
## 1179 Delphi Technology
## 1180 Fannie Mae Desktop Underwriter
## 1181 RGA Facultative Application Console
## 1182 Valen Technologies Risk Manager
## 1183 LexisNexis
## 1184 Web browser software
## 1185 C++
## 1186 Microsoft Office
## 1187 Microsoft PowerPoint
## 1188 Microsoft Excel
## 1189 Microsoft Word
## 1190 IBM SPSS Statistics
## 1191 SAS
## 1192 StataCorp Stata
## 1193 The MathWorks MATLAB
## 1194 Database software
## 1195 Microsoft Access
## 1196 Adobe Systems Adobe InDesign
## 1197 Microsoft Outlook
## 1198 Adobe Systems Adobe Illustrator
## 1199 Graphics software
## 1200 Online library databases
## 1201 Web browser software
## 1202 ESRI ArcGIS software
## 1203 Microsoft Office
## 1204 Microsoft PowerPoint
## 1205 Microsoft Excel
## 1206 Video development software
## 1207 Access management software
## 1208 Citrix
## 1209 Fund accounting software
## 1210 Tax software
## 1211 Cisco Systems CiscoWorks
## 1212 Element management software
## 1213 Minitab
## 1214 SAS
## 1215 StataCorp Stata
## 1216 The MathWorks MATLAB
## 1217 Oracle Application Server
## 1218 Oracle WebLogic Server
## 1219 Red Hat WildFly
## 1220 System and data disaster recovery software
## 1221 Veritas NetBackup
## 1222 Business intelligence system software
## 1223 IBM Cognos Impromptu
## 1224 Oracle Business Intelligence Enterprise Edition
## 1225 Qlik Tech QlikView
## 1226 IBM Domino
## 1227 Time sharing option TSO software
## 1228 Dassault Systemes CATIA
## 1229 Electronic design automation EDA software
## 1230 OrCAD Capture
## 1231 SpectraQuest
## 1232 Chef
## 1233 Perforce Helix software
## 1234 Puppet
## 1235 Systems and application deployment and migration software
## 1236 Atlassian JIRA
## 1237 Blackbaud The Raiser's Edge
## 1238 Oracle Eloqua
## 1239 Salesforce software
## 1240 Apache Pig
## 1241 MongoDB
## 1242 MySQL
## 1243 Relational database management software
## 1244 Microsoft SQL Server Reporting Services
## 1245 Oracle Business Intelligence Suite
## 1246 SAP Crystal Reports
## 1247 FileMaker Pro
## 1248 Microsoft Access
## 1249 SAP BusinessObjects Desktop Intelligence
## 1250 Structured query language SQL
## 1251
## 1252 Google Analytics
## 1253 CrossTec NetOp Remote Control
## 1254 Remote control software
## 1255 Stac Software ReachOut
## 1256 Symantec pcAnywhere
## 1257 Microsoft Publisher
## 1258 Apache Maven
## 1259 Eclipse IDE
## 1260 Microsoft PowerShell
## 1261 Verilog
## 1262 Adobe Systems Adobe Acrobat
## 1263 IBM Notes
## 1264 Microsoft Exchange Server
## 1265 Microsoft Outlook
## 1266 Extensible markup language XML
## 1267 IBM WebSphere
## 1268 Oracle Fusion Middleware
## 1269 SAP Netweaver BW
## 1270 Microsoft Dynamics
## 1271 NetSuite ERP
## 1272 Oracle Fusion Applications
## 1273 SAP
## 1274 IBM Power Systems software
## 1275 Splunk Enterprise
## 1276 Apache Subversion SVN
## 1277 Git
## 1278 Version control software
## 1279 Cost estimation software
## 1280 Delphi Technology
## 1281 Oracle E-Business Suite Financials
## 1282 Adobe Systems Adobe Fireworks
## 1283 Adobe Systems Adobe Flash
## 1284 Adobe Systems Adobe Photoshop
## 1285 Microsoft Visio
## 1286 Help desk software
## 1287 ADP Workforce Now
## 1288 Human resource management software HRMS
## 1289 Oracle Taleo
## 1290 LexisNexis
## 1291 Active directory software
## 1292 ESRI ArcGIS software
## 1293 Geographic information system GIS software
## 1294 Epic Systems
## 1295 Healthcare common procedure coding system HCPCS
## 1296 MEDITECH software
## 1297 CA Erwin Data Modeler
## 1298 Informatica Corporation PowerCenter
## 1299 Oracle Master Data Management MDM Suite
## 1300 SAP Master Data Management MDM
## 1301 Nagios
## 1302 Network intrusion prevention systems NIPS
## 1303 Snort
## 1304 Wireshark
## 1305 Virtual private networking VPN software
## 1306 C++
## 1307 Practical extraction and reporting language Perl
## 1308 Python
## 1309 Swift
## 1310 Hibernate ORM
## 1311 Microsoft Visual FoxPro
## 1312 PostgreSQL
## 1313 Microsoft Office
## 1314 Bash
## 1315 Oracle Solaris
## 1316 Ubuntu
## 1317 UNIX
## 1318 Diagramming software
## 1319 Flow chart software
## 1320 Omni Group OmniGraffle
## 1321 Apache HTTP Server
## 1322 Microsoft PowerPoint
## 1323 Compatibility testing software
## 1324 Hewlett Packard LoadRunner
## 1325 JUnit
## 1326 Selenium
## 1327 Microsoft Project
## 1328 Microsoft SharePoint
## 1329 Oracle Primavera Enterprise Project Portfolio Management
## 1330 AcmeStudio
## 1331 Architecture description language ADL
## 1332 Popkin System Architect
## 1333 Unified modeling language UML
## 1334 Marketo Marketing Automation
## 1335 Microsoft Excel
## 1336 McAfee
## 1337 Symantec
## 1338 Virus scanning software
## 1339 Customer information control system CICS
## 1340 Microsoft Internet Information Service IIS
## 1341 Sun Microsystems Sun ONE
## 1342 Web server software
## 1343 YouTube
## 1344 Adobe Systems Adobe Dreamweaver
## 1345 AJAX
## 1346 Enterprise JavaBeans
## 1347 Google AngularJS
## 1348 PHP: Hypertext Preprocessor
## 1349 Microsoft Word
## 1350 Citrix
## 1351 Software distribution management software
## 1352 Minitab
## 1353 SAS
## 1354 Simulation program with integrated circuit emphasis SPICE
## 1355 The MathWorks MATLAB
## 1356 Oracle Application Server
## 1357 Oracle WebLogic Server
## 1358 Red Hat WildFly
## 1359 Backup and archival software
## 1360 Veritas NetBackup
## 1361 IBM Cognos Impromptu
## 1362 Oracle Business Intelligence Enterprise Edition
## 1363 IBM Domino
## 1364 Autodesk AutoCAD
## 1365 Computer assisted software engineering CASE software
## 1366 Dassault Systemes CATIA
## 1367 PTC Creo Parametric
## 1368 Patch management software
## 1369 Perforce Helix software
## 1370 Puppet
## 1371 Visible Razor
## 1372 Emerald Software Group Emerald Green Office
## 1373 Apache Hadoop
## 1374 MongoDB
## 1375 NoSQL
## 1376 Oracle PL/SQL
## 1377 DataVision
## 1378 Microsoft SQL Server Reporting Services
## 1379 Oracle Hyperion
## 1380 SAP Crystal Reports
## 1381 IEA Software Emerald
## 1382 Microsoft Access
## 1383 Oracle JDBC
## 1384 Structured query language SQL
## 1385 Adobe Systems Adobe ActionScript
## 1386 Apache Maven
## 1387 Microsoft PowerShell
## 1388 Verilog
## 1389 Microsoft DirectX
## 1390 Document management system software
## 1391 IBM Notes
## 1392 Microsoft Exchange Server
## 1393 Enterprise application integration EAI software
## 1394 Extensible markup language XML
## 1395 IBM WebSphere
## 1396 SAP Netweaver
## 1397 Microsoft Dynamics
## 1398 Oracle Fusion Applications
## 1399 SAP
## 1400 SAP Business Objects
## 1401 IBM Power Systems software
## 1402 Splunk Enterprise
## 1403 Apache Subversion SVN
## 1404 Version control software
## 1405 File server software
## 1406 Delphi Technology
## 1407 Oracle E-Business Suite Financials
## 1408 Graphical user interface GUI design software
## 1409 Adobe Systems Adobe Flash
## 1410 Microsoft Visio
## 1411 Open Graphics Library OpenGL
## 1412 Human resource management software HRMS
## 1413 Process control system
## 1414 LexisNexis
## 1415 ESRI ArcGIS software
## 1416 Epic Systems
## 1417 CA Erwin Data Modeler
## 1418 Nagios
## 1419 Wireshark
## 1420 IBM z/OS operating systems
## 1421 Virtual private networking VPN software
## 1422 C++
## 1423 jQuery
## 1424 Microsoft ActiveX
## 1425 Python
## 1426 Hibernate ORM
## 1427 PostgreSQL
## 1428 Microsoft Office
## 1429 KornShell
## 1430 Linux
## 1431 Oracle Solaris
## 1432 Ubuntu
## 1433 Migration software
## 1434 Apache HTTP Server
## 1435 Microsoft PowerPoint
## 1436 Defect tracking software
## 1437 Fault testing software
## 1438 Hewlett Packard LoadRunner
## 1439 Unit testing software
## 1440 Microsoft Project
## 1441 Microsoft SharePoint
## 1442 Oracle Primavera Enterprise Project Portfolio Management
## 1443 IBM Rational Requisite Pro
## 1444 Requirements management software
## 1445 Unified modeling language UML
## 1446 Microsoft Excel
## 1447 Storage area network SAN software
## 1448 Encryption software
## 1449 McAfee
## 1450 Symantec
## 1451 Customer information control system CICS
## 1452 IBM Middleware
## 1453 Microsoft Internet Information Service IIS
## 1454 Object Management Group Object Request Broker
## 1455 Apache Tomcat
## 1456 JavaScript
## 1457 LAMP Stack
## 1458 Ruby on Rails
## 1459 Microsoft Word
## 1460 Citrix
## 1461 Symark PowerBroker
## 1462 Minitab
## 1463 SAS
## 1464 StataCorp Stata
## 1465 The MathWorks MATLAB
## 1466 Oracle WebLogic Server
## 1467 Red Hat WildFly
## 1468 VMWare ESX Server
## 1469 Veritas NetBackup
## 1470 IBM Cognos Impromptu
## 1471 Oracle Business Intelligence Enterprise Edition
## 1472 Qlik Tech QlikView
## 1473 Tableau
## 1474 IBM Domino
## 1475 Autodesk AutoCAD
## 1476 Bentley MicroStation
## 1477 Dassault Systemes CATIA
## 1478 PTC Creo Parametric
## 1479 Chef
## 1480 IBM Rational ClearCase
## 1481 Perforce Helix software
## 1482 Puppet
## 1483 Atlassian JIRA
## 1484 Oracle Eloqua
## 1485 Salesforce software
## 1486 Apache Pig
## 1487 MongoDB
## 1488 Oracle PL/SQL
## 1489 Teradata Database
## 1490 Microsoft SQL Server Reporting Services
## 1491 SAP Crystal Reports
## 1492 FileMaker Pro
## 1493 IBM DB2
## 1494 Microsoft Access
## 1495 Transact-SQL
## 1496 Google Analytics
## 1497 Adobe Systems Adobe FrameMaker
## 1498 Apache Maven
## 1499 C
## 1500 Microsoft PowerShell
## 1501 Verilog
## 1502 Adobe Systems Adobe Acrobat
## 1503 IBM Notes
## 1504 Microsoft Exchange Server
## 1505 Extensible markup language XML
## 1506 IBM InfoSphere DataStage
## 1507 IBM WebSphere
## 1508 Microsoft Dynamics GP
## 1509 NetSuite ERP
## 1510 Oracle Fusion Applications
## 1511 SAP
## 1512 IBM Power Systems software
## 1513 Splunk Enterprise
## 1514 Apache Subversion SVN
## 1515 Git
## 1516 Delphi Technology
## 1517 Oracle E-Business Suite Financials
## 1518 Altia Design
## 1519 Adobe Systems Adobe Creative Cloud
## 1520 Adobe Systems Adobe Fireworks
## 1521 Adobe Systems Adobe Photoshop
## 1522 Microsoft Visio
## 1523 Human resource management software HRMS
## 1524 Oracle Taleo
## 1525 LexisNexis
## 1526 Web browser software
## 1527 Microsoft Active Directory
## 1528 Local area network LAN software
## 1529 ESRI ArcGIS software
## 1530 MEDITECH software
## 1531 CA Erwin Data Modeler
## 1532 IBM Lotus SameTime
## 1533 Nagios
## 1534 Network intrusion prevention systems NIPS
## 1535 Snort
## 1536 Wireshark
## 1537 Firewall software
## 1538 Intrusion detection system IDS
## 1539 Virtual private networking VPN software
## 1540 C++
## 1541 Oracle Java
## 1542 Python
## 1543 Swift
## 1544 Hibernate ORM
## 1545 PostgreSQL
## 1546 Microsoft Office
## 1547 Hewlett Packard HP-UX
## 1548 KornShell
## 1549 Linux
## 1550 Ubuntu
## 1551 Apache HTTP Server
## 1552 Microsoft PowerPoint
## 1553 Hewlett Packard LoadRunner
## 1554 JUnit
## 1555 Selenium
## 1556 37signals Basecamp
## 1557 Microsoft Project
## 1558 Microsoft SharePoint
## 1559 Unified modeling language UML
## 1560 Google AdWords
## 1561 Marketo Marketing Automation
## 1562 Microsoft Excel
## 1563 Storage area network SAN software
## 1564 McAfee
## 1565 Symantec
## 1566 BEA Tuxedo
## 1567 Customer information control system CICS
## 1568 Microsoft Internet Information Service IIS
## 1569 Apple Final Cut Pro
## 1570 Wide area network WAN software
## 1571 Adobe Systems Adobe Dreamweaver
## 1572 AJAX
## 1573 Extensible HyperText Markup Language XHTML
## 1574 LAMP Stack
## 1575 Node.js
## 1576 RSI ENVI
## 1577 The MathWorks MATLAB
## 1578 Structured query language SQL
## 1579 C
## 1580 Interface definition language IDL
## 1581 Image processing software
## 1582 Web browser software
## 1583 BAE Systems SOCET GXP
## 1584 ESRI ArcGIS software
## 1585 Gamma remote sensing software
## 1586 Leica Geosystems ERDAS IMAGINE
## 1587 PCI Geomatics Geomatica
## 1588 C++
## 1589 Oracle Java
## 1590 Practical extraction and reporting language Perl
## 1591 Microsoft Office
## 1592 Linux
## 1593 UNIX
## 1594 Microsoft PowerPoint
## 1595 Microsoft Excel
## 1596 Microsoft Word
## 1597
## 1598 Blackboard Learn
## 1599 Desire2Learn
## 1600 Learning management system LMS
## 1601 Sakai CLE
## 1602 Blackboard
## 1603 Data entry software
## 1604 Database software
## 1605 Microsoft Access
## 1606 C
## 1607 Microsoft Visual Basic
## 1608 Programming languages
## 1609 Software development tools
## 1610 Email software
## 1611 Microsoft Outlook
## 1612 Adobe Systems Adobe Photoshop
## 1613 DOC Cop
## 1614 iParadigms Turnitin
## 1615 Web browser software
## 1616 Firewall software
## 1617 Network intrusion detection software
## 1618 Virtual private networking VPN software
## 1619 C#
## 1620 C++
## 1621 Microsoft Visual Basic.NET
## 1622 Python
## 1623 Object oriented programming software
## 1624 Microsoft Office
## 1625 Linux
## 1626 UNIX
## 1627 Microsoft PowerPoint
## 1628 Microsoft Excel
## 1629 Adobe Systems Adobe Premiere Pro
## 1630 Adobe Systems Adobe Dreamweaver
## 1631 Hypertext markup language HTML
## 1632 PHP: Hypertext Preprocessor
## 1633 Collaborative editing software
## 1634 Google Docs
## 1635 Microsoft Word
## 1636 Microsoft Access
## 1637 Adobe Systems Adobe InDesign
## 1638 Microsoft Publisher
## 1639 Adobe Systems Adobe Acrobat
## 1640 Microsoft Outlook
## 1641 Adobe Systems Adobe Photoshop
## 1642 Microsoft Visio
## 1643 Web browser software
## 1644 Microsoft Office
## 1645 Microsoft PowerPoint
## 1646 Microsoft Excel
## 1647 Apple Final Cut Pro
## 1648 Microsoft Word
## 1649
## 1650 Blackboard
## 1651 Microsoft Access
## 1652 Adobe Systems Adobe InDesign
## 1653 Microsoft Outlook
## 1654 Adobe Systems Adobe Flash
## 1655 Adobe Systems Adobe Illustrator
## 1656 Adobe Systems Adobe Photoshop
## 1657 Web browser software
## 1658 Voice over internet protocol VoiP system software
## 1659 Microsoft Office
## 1660 Cisco IOS
## 1661 Linux
## 1662 Microsoft Windows
## 1663 Microsoft PowerPoint
## 1664 Microsoft Excel
## 1665 Cisco Systems WebEx
## 1666 Adobe Systems Adobe AfterEffects
## 1667 Apple Final Cut Pro
## 1668 Apple iMovie
## 1669 Corel Ulead DVD Workshop
## 1670 Adobe Systems Adobe Dreamweaver
## 1671 Adobe Systems Adobe Flash Player
## 1672 Microsoft Word
## 1673 Autodesk AutoCAD
## 1674 Dassault Systemes CATIA
## 1675 Data entry software
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## 1677 Email software
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## 1679 Adobe Systems Adobe Photoshop
## 1680 Microsoft Office
## 1681 Cisco IOS
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## 1683 Microsoft Windows
## 1684 UNIX
## 1685 Microsoft PowerPoint
## 1686 Microsoft Excel
## 1687 Adobe Systems Adobe AfterEffects
## 1688 Apple Final Cut Pro
## 1689 Video decoder software
## 1690 Video encoder software
## 1691 Microsoft Word
## 1692 Citrix
## 1693 Microsoft Windows Server
## 1694 Data3 ENGUARD
## 1695 EMC NetWorker
## 1696 Veritas NetBackup
## 1697 Oracle DBMS
## 1698 SAP BusinessObjects Crystal Reports
## 1699 IBM DB2
## 1700 Microsoft Access
## 1701 Structured query language SQL
## 1702 Teradata Enterprise Data Warehouse
## 1703 Common business oriented language COBOL
## 1704 Email software
## 1705 IBM Notes
## 1706 Microsoft Exchange Server
## 1707 Microsoft Outlook
## 1708 BMC Software Control-M
## 1709 IBM WebSphere
## 1710 SAP
## 1711 IBM Power Systems software
## 1712 IBM Tivoli NetView Distribution Manager
## 1713 Microsoft Visio
## 1714 BMC Software Remedy IT Service Management Suite
## 1715 Hewlett-Packard HP OpenView Service Center
## 1716 Web browser software
## 1717 File transfer protocol FTP software
## 1718 Local area network LAN software
## 1719 IBM Tivoli OMEGAMON XE for CICS on z/OS
## 1720 Ipswitch WhatsUp Gold
## 1721 Micro Focus OpenView
## 1722 Novell NetWare
## 1723 Practical extraction and reporting language Perl
## 1724 Python
## 1725 Tandem advanced command language TACL
## 1726 Microsoft Office
## 1727 Hewlett Packard HP-UX
## 1728 Job control language JCL
## 1729 Linux
## 1730 UNIX
## 1731 Microsoft PowerPoint
## 1732 Microsoft SharePoint
## 1733 Microsoft Excel
## 1734 EMC AlphaStor
## 1735 Storage area network SAN software
## 1736 Customer information control system CICS
## 1737 Wide area network WAN software
## 1738 Microsoft Word
## 1739 Citrix
## 1740 Microsoft Windows Server
## 1741 Data3 ENGUARD
## 1742 EMC NetWorker
## 1743 Veritas NetBackup
## 1744 Oracle DBMS
## 1745 SAP BusinessObjects Crystal Reports
## 1746 IBM DB2
## 1747 Microsoft Access
## 1748 Structured query language SQL
## 1749 Teradata Enterprise Data Warehouse
## 1750 Common business oriented language COBOL
## 1751 Email software
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## 1753 Microsoft Exchange Server
## 1754 Microsoft Outlook
## 1755 BMC Software Control-M
## 1756 IBM WebSphere
## 1757 SAP
## 1758 IBM Power Systems software
## 1759 IBM Tivoli NetView Distribution Manager
## 1760 Microsoft Visio
## 1761 BMC Software Remedy IT Service Management Suite
## 1762 Hewlett-Packard HP OpenView Service Center
## 1763 Web browser software
## 1764 File transfer protocol FTP software
## 1765 Local area network LAN software
## 1766 IBM Tivoli OMEGAMON XE for CICS on z/OS
## 1767 Ipswitch WhatsUp Gold
## 1768 Micro Focus OpenView
## 1769 Novell NetWare
## 1770 Practical extraction and reporting language Perl
## 1771 Python
## 1772 Tandem advanced command language TACL
## 1773 Microsoft Office
## 1774 Hewlett Packard HP-UX
## 1775 Job control language JCL
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## 1781 EMC AlphaStor
## 1782 Storage area network SAN software
## 1783 Customer information control system CICS
## 1784 Wide area network WAN software
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## 1786 Citrix
## 1787 SAS
## 1788 Simulation program with integrated circuit emphasis SPICE
## 1789 StataCorp Stata
## 1790 The MathWorks MATLAB
## 1791 Oracle WebLogic Server
## 1792 Red Hat WildFly
## 1793 Veritas NetBackup
## 1794 IBM Cognos Impromptu
## 1795 Oracle Business Intelligence Enterprise Edition
## 1796 Qlik Tech QlikView
## 1797 Tableau
## 1798 IBM Domino
## 1799 Command interpreters
## 1800 Just-in-time compiler
## 1801 Stage compiler
## 1802 Threaded code compiler
## 1803 Bentley MicroStation
## 1804 Computer aided design and drafting CADD software
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## 1806 Chef
## 1807 IBM Rational ClearCase
## 1808 Perforce Helix software
## 1809 Puppet
## 1810 Atlassian JIRA
## 1811 Emerald Software Group Emerald Green Office
## 1812 Workflow software
## 1813 Apache Hadoop
## 1814 MongoDB
## 1815 Oracle PL/SQL
## 1816 Structured Query Report SQR
## 1817 Microsoft SQL Server Reporting Services
## 1818 ReCrystallize Crystal Reports
## 1819 SAP Crystal Reports
## 1820 Apache Hive
## 1821 Data entry software
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## 1824 Google Analytics
## 1825 Microsoft Publisher
## 1826 Apache Maven
## 1827 C
## 1828 Microsoft PowerShell
## 1829 Verilog
## 1830 Adobe Systems Adobe Acrobat
## 1831 Virage VS Archive
## 1832 Microsoft Exchange Server
## 1833 Extensible markup language XML
## 1834 IBM WebSphere
## 1835 Progress Sonic ESB
## 1836 SAP NetWeaver BW
## 1837 Microsoft Dynamics
## 1838 NetSuite ERP
## 1839 Oracle Fusion Applications
## 1840 SAP
## 1841 IBM Power Systems software
## 1842 Microsoft Systems Management Server
## 1843 Splunk Enterprise
## 1844 Apache Subversion SVN
## 1845 Git
## 1846 Delphi Technology
## 1847 Oracle E-Business Suite Financials
## 1848 Basis BBx VisualPRO/5
## 1849 Graphical user interfaces GUI
## 1850 Adobe Systems Adobe Fireworks
## 1851 Adobe Systems Adobe Photoshop
## 1852 Corel CorelDraw Graphics Suite
## 1853 Microsoft Visio
## 1854 Human resource management software HRMS
## 1855 ESRI ArcGIS software
## 1856 Geographic information system GIS software
## 1857 Epic Systems
## 1858 CA Erwin Data Modeler
## 1859 Nagios
## 1860 Network intrusion prevention systems NIPS
## 1861 Snort
## 1862 Wireshark
## 1863 Virtual private networking VPN software
## 1864 C++
## 1865 jQuery
## 1866 Oracle Java
## 1867 Python
## 1868 Hibernate ORM
## 1869 Microsoft Visual FoxPro
## 1870 PostgreSQL
## 1871 Microsoft Office
## 1872 Bash
## 1873 KornShell
## 1874 Linux
## 1875 Ubuntu
## 1876 Apache HTTP Server
## 1877 Microsoft PowerPoint
## 1878 Hewlett Packard LoadRunner
## 1879 JUnit
## 1880 Selenium
## 1881 Symbolic debugger software
## 1882 Microsoft Project
## 1883 Microsoft SharePoint
## 1884 Unified modeling language UML
## 1885 Microsoft Excel
## 1886 McAfee
## 1887 Customer information control system CICS
## 1888 Adobe Systems Adobe Dreamweaver
## 1889 CoffeeCup The HTML Editor
## 1890 Microsoft FrontPage
## 1891 AJAX
## 1892 Drupal
## 1893 LAMP Stack
## 1894 Spring Framework
## 1895 Microsoft Word
## 1896 IBM SPSS Statistics
## 1897 Oracle WebLogic Server
## 1898 Red Hat WildFly
## 1899 MicroStrategy
## 1900 Qlik Tech QlikView
## 1901 Tableau
## 1902 IBM Domino
## 1903 Chef
## 1904 Perforce Helix software
## 1905 Puppet
## 1906 Atlassian JIRA
## 1907 Sitecore CMS
## 1908 Oracle Eloqua
## 1909 Salesforce software
## 1910 Apache Hadoop
## 1911 MongoDB
## 1912 NoSQL
## 1913 Oracle PL/SQL
## 1914 Microsoft SQL Server Reporting Services
## 1915 SAP Crystal Reports
## 1916 FileMaker Pro
## 1917 MarkLogic
## 1918 Microsoft Access
## 1919 Structured query language SQL
## 1920 Google Analytics
## 1921 Adobe Systems Adobe InDesign
## 1922 Microsoft Publisher
## 1923 Apache Maven
## 1924 C
## 1925 Integrated development environment IDE software
## 1926 Microsoft PowerShell
## 1927 Adobe Systems Adobe Acrobat
## 1928 IBM Notes
## 1929 Common gateway interface CGI
## 1930 Extensible markup language XML
## 1931 IBM InfoSphere DataStage
## 1932 IBM WebSphere
## 1933 Microsoft Dynamics
## 1934 NetSuite ERP
## 1935 Oracle Fusion Applications
## 1936 SAP Business Objects
## 1937 IBM Power Systems software
## 1938 Splunk Enterprise
## 1939 Ansible software
## 1940 Apache Subversion SVN
## 1941 Git
## 1942 Delphi Technology
## 1943 Adobe Systems Adobe Creative Cloud
## 1944 Adobe Systems Adobe Photoshop
## 1945 Microsoft Visio
## 1946 Trimble SketchUp Pro
## 1947 Atlassian HipChat
## 1948 ESRI ArcGIS software
## 1949 Geographic information system GIS software
## 1950 CA Erwin Data Modeler
## 1951 Nagios
## 1952 Wireshark
## 1953 C++
## 1954 Oracle Java
## 1955 Python
## 1956 Swift
## 1957 Hibernate ORM
## 1958 PostgreSQL
## 1959 Microsoft Office
## 1960 Bash
## 1961 Linux
## 1962 Oracle Solaris
## 1963 UNIX
## 1964 Apache HTTP Server
## 1965 Hewlett Packard LoadRunner
## 1966 JUnit
## 1967 Selenium
## 1968 Travis
## 1969 Atlassian Confluence
## 1970 Microsoft SharePoint
## 1971 Unified modeling language UML
## 1972 Google AdWords
## 1973 Marketo Marketing Automation
## 1974 Microsoft Excel
## 1975 Customer information control system CICS
## 1976 Microsoft Internet Information Service IIS
## 1977 Adobe Systems Adobe AfterEffects
## 1978 Apple Final Cut Pro
## 1979 YouTube
## 1980 Adobe Systems Adobe Dreamweaver
## 1981 Facebook
## 1982 LinkedIn
## 1983 Drupal
## 1984 JavaScript
## 1985 Node.js
## 1986 Ruby on Rails
## job jobcode
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## 1469 Computer Systems Engineers Archtects 15-1199.02
## 1470 Computer Systems Engineers Archtects 15-1199.02
## 1471 Computer Systems Engineers Archtects 15-1199.02
## 1472 Computer Systems Engineers Archtects 15-1199.02
## 1473 Computer Systems Engineers Archtects 15-1199.02
## 1474 Computer Systems Engineers Archtects 15-1199.02
## 1475 Computer Systems Engineers Archtects 15-1199.02
## 1476 Computer Systems Engineers Archtects 15-1199.02
## 1477 Computer Systems Engineers Archtects 15-1199.02
## 1478 Computer Systems Engineers Archtects 15-1199.02
## 1479 Computer Systems Engineers Archtects 15-1199.02
## 1480 Computer Systems Engineers Archtects 15-1199.02
## 1481 Computer Systems Engineers Archtects 15-1199.02
## 1482 Computer Systems Engineers Archtects 15-1199.02
## 1483 Computer Systems Engineers Archtects 15-1199.02
## 1484 Computer Systems Engineers Archtects 15-1199.02
## 1485 Computer Systems Engineers Archtects 15-1199.02
## 1486 Computer Systems Engineers Archtects 15-1199.02
## 1487 Computer Systems Engineers Archtects 15-1199.02
## 1488 Computer Systems Engineers Archtects 15-1199.02
## 1489 Computer Systems Engineers Archtects 15-1199.02
## 1490 Computer Systems Engineers Archtects 15-1199.02
## 1491 Computer Systems Engineers Archtects 15-1199.02
## 1492 Computer Systems Engineers Archtects 15-1199.02
## 1493 Computer Systems Engineers Archtects 15-1199.02
## 1494 Computer Systems Engineers Archtects 15-1199.02
## 1495 Computer Systems Engineers Archtects 15-1199.02
## 1496 Computer Systems Engineers Archtects 15-1199.02
## 1497 Computer Systems Engineers Archtects 15-1199.02
## 1498 Computer Systems Engineers Archtects 15-1199.02
## 1499 Computer Systems Engineers Archtects 15-1199.02
## 1500 Computer Systems Engineers Archtects 15-1199.02
## 1501 Computer Systems Engineers Archtects 15-1199.02
## 1502 Computer Systems Engineers Archtects 15-1199.02
## 1503 Computer Systems Engineers Archtects 15-1199.02
## 1504 Computer Systems Engineers Archtects 15-1199.02
## 1505 Computer Systems Engineers Archtects 15-1199.02
## 1506 Computer Systems Engineers Archtects 15-1199.02
## 1507 Computer Systems Engineers Archtects 15-1199.02
## 1508 Computer Systems Engineers Archtects 15-1199.02
## 1509 Computer Systems Engineers Archtects 15-1199.02
## 1510 Computer Systems Engineers Archtects 15-1199.02
## 1511 Computer Systems Engineers Archtects 15-1199.02
## 1512 Computer Systems Engineers Archtects 15-1199.02
## 1513 Computer Systems Engineers Archtects 15-1199.02
## 1514 Computer Systems Engineers Archtects 15-1199.02
## 1515 Computer Systems Engineers Archtects 15-1199.02
## 1516 Computer Systems Engineers Archtects 15-1199.02
## 1517 Computer Systems Engineers Archtects 15-1199.02
## 1518 Computer Systems Engineers Archtects 15-1199.02
## 1519 Computer Systems Engineers Archtects 15-1199.02
## 1520 Computer Systems Engineers Archtects 15-1199.02
## 1521 Computer Systems Engineers Archtects 15-1199.02
## 1522 Computer Systems Engineers Archtects 15-1199.02
## 1523 Computer Systems Engineers Archtects 15-1199.02
## 1524 Computer Systems Engineers Archtects 15-1199.02
## 1525 Computer Systems Engineers Archtects 15-1199.02
## 1526 Computer Systems Engineers Archtects 15-1199.02
## 1527 Computer Systems Engineers Archtects 15-1199.02
## 1528 Computer Systems Engineers Archtects 15-1199.02
## 1529 Computer Systems Engineers Archtects 15-1199.02
## 1530 Computer Systems Engineers Archtects 15-1199.02
## 1531 Computer Systems Engineers Archtects 15-1199.02
## 1532 Computer Systems Engineers Archtects 15-1199.02
## 1533 Computer Systems Engineers Archtects 15-1199.02
## 1534 Computer Systems Engineers Archtects 15-1199.02
## 1535 Computer Systems Engineers Archtects 15-1199.02
## 1536 Computer Systems Engineers Archtects 15-1199.02
## 1537 Computer Systems Engineers Archtects 15-1199.02
## 1538 Computer Systems Engineers Archtects 15-1199.02
## 1539 Computer Systems Engineers Archtects 15-1199.02
## 1540 Computer Systems Engineers Archtects 15-1199.02
## 1541 Computer Systems Engineers Archtects 15-1199.02
## 1542 Computer Systems Engineers Archtects 15-1199.02
## 1543 Computer Systems Engineers Archtects 15-1199.02
## 1544 Computer Systems Engineers Archtects 15-1199.02
## 1545 Computer Systems Engineers Archtects 15-1199.02
## 1546 Computer Systems Engineers Archtects 15-1199.02
## 1547 Computer Systems Engineers Archtects 15-1199.02
## 1548 Computer Systems Engineers Archtects 15-1199.02
## 1549 Computer Systems Engineers Archtects 15-1199.02
## 1550 Computer Systems Engineers Archtects 15-1199.02
## 1551 Computer Systems Engineers Archtects 15-1199.02
## 1552 Computer Systems Engineers Archtects 15-1199.02
## 1553 Computer Systems Engineers Archtects 15-1199.02
## 1554 Computer Systems Engineers Archtects 15-1199.02
## 1555 Computer Systems Engineers Archtects 15-1199.02
## 1556 Computer Systems Engineers Archtects 15-1199.02
## 1557 Computer Systems Engineers Archtects 15-1199.02
## 1558 Computer Systems Engineers Archtects 15-1199.02
## 1559 Computer Systems Engineers Archtects 15-1199.02
## 1560 Computer Systems Engineers Archtects 15-1199.02
## 1561 Computer Systems Engineers Archtects 15-1199.02
## 1562 Computer Systems Engineers Archtects 15-1199.02
## 1563 Computer Systems Engineers Archtects 15-1199.02
## 1564 Computer Systems Engineers Archtects 15-1199.02
## 1565 Computer Systems Engineers Archtects 15-1199.02
## 1566 Computer Systems Engineers Archtects 15-1199.02
## 1567 Computer Systems Engineers Archtects 15-1199.02
## 1568 Computer Systems Engineers Archtects 15-1199.02
## 1569 Computer Systems Engineers Archtects 15-1199.02
## 1570 Computer Systems Engineers Archtects 15-1199.02
## 1571 Computer Systems Engineers Archtects 15-1199.02
## 1572 Computer Systems Engineers Archtects 15-1199.02
## 1573 Computer Systems Engineers Archtects 15-1199.02
## 1574 Computer Systems Engineers Archtects 15-1199.02
## 1575 Computer Systems Engineers Archtects 15-1199.02
## 1576 Remote Sensing Scientists and Technologists 19-2099.01
## 1577 Remote Sensing Scientists and Technologists 19-2099.01
## 1578 Remote Sensing Scientists and Technologists 19-2099.01
## 1579 Remote Sensing Scientists and Technologists 19-2099.01
## 1580 Remote Sensing Scientists and Technologists 19-2099.01
## 1581 Remote Sensing Scientists and Technologists 19-2099.01
## 1582 Remote Sensing Scientists and Technologists 19-2099.01
## 1583 Remote Sensing Scientists and Technologists 19-2099.01
## 1584 Remote Sensing Scientists and Technologists 19-2099.01
## 1585 Remote Sensing Scientists and Technologists 19-2099.01
## 1586 Remote Sensing Scientists and Technologists 19-2099.01
## 1587 Remote Sensing Scientists and Technologists 19-2099.01
## 1588 Remote Sensing Scientists and Technologists 19-2099.01
## 1589 Remote Sensing Scientists and Technologists 19-2099.01
## 1590 Remote Sensing Scientists and Technologists 19-2099.01
## 1591 Remote Sensing Scientists and Technologists 19-2099.01
## 1592 Remote Sensing Scientists and Technologists 19-2099.01
## 1593 Remote Sensing Scientists and Technologists 19-2099.01
## 1594 Remote Sensing Scientists and Technologists 19-2099.01
## 1595 Remote Sensing Scientists and Technologists 19-2099.01
## 1596 Remote Sensing Scientists and Technologists 19-2099.01
## 1597 Computer Science Teachers, Postsecondary 25-1021.00
## 1598 Computer Science Teachers, Postsecondary 25-1021.00
## 1599 Computer Science Teachers, Postsecondary 25-1021.00
## 1600 Computer Science Teachers, Postsecondary 25-1021.00
## 1601 Computer Science Teachers, Postsecondary 25-1021.00
## 1602 Computer Science Teachers, Postsecondary 25-1021.00
## 1603 Computer Science Teachers, Postsecondary 25-1021.00
## 1604 Computer Science Teachers, Postsecondary 25-1021.00
## 1605 Computer Science Teachers, Postsecondary 25-1021.00
## 1606 Computer Science Teachers, Postsecondary 25-1021.00
## 1607 Computer Science Teachers, Postsecondary 25-1021.00
## 1608 Computer Science Teachers, Postsecondary 25-1021.00
## 1609 Computer Science Teachers, Postsecondary 25-1021.00
## 1610 Computer Science Teachers, Postsecondary 25-1021.00
## 1611 Computer Science Teachers, Postsecondary 25-1021.00
## 1612 Computer Science Teachers, Postsecondary 25-1021.00
## 1613 Computer Science Teachers, Postsecondary 25-1021.00
## 1614 Computer Science Teachers, Postsecondary 25-1021.00
## 1615 Computer Science Teachers, Postsecondary 25-1021.00
## 1616 Computer Science Teachers, Postsecondary 25-1021.00
## 1617 Computer Science Teachers, Postsecondary 25-1021.00
## 1618 Computer Science Teachers, Postsecondary 25-1021.00
## 1619 Computer Science Teachers, Postsecondary 25-1021.00
## 1620 Computer Science Teachers, Postsecondary 25-1021.00
## 1621 Computer Science Teachers, Postsecondary 25-1021.00
## 1622 Computer Science Teachers, Postsecondary 25-1021.00
## 1623 Computer Science Teachers, Postsecondary 25-1021.00
## 1624 Computer Science Teachers, Postsecondary 25-1021.00
## 1625 Computer Science Teachers, Postsecondary 25-1021.00
## 1626 Computer Science Teachers, Postsecondary 25-1021.00
## 1627 Computer Science Teachers, Postsecondary 25-1021.00
## 1628 Computer Science Teachers, Postsecondary 25-1021.00
## 1629 Computer Science Teachers, Postsecondary 25-1021.00
## 1630 Computer Science Teachers, Postsecondary 25-1021.00
## 1631 Computer Science Teachers, Postsecondary 25-1021.00
## 1632 Computer Science Teachers, Postsecondary 25-1021.00
## 1633 Computer Science Teachers, Postsecondary 25-1021.00
## 1634 Computer Science Teachers, Postsecondary 25-1021.00
## 1635 Computer Science Teachers, Postsecondary 25-1021.00
## 1636 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1637 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1638 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1639 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1640 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1641 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1642 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1643 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1644 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1645 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1646 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1647 Audio_Visual and Multimedia Collections Specialists 25-9011.00
## 1648 Audio_Visual and Multimedia Collections Specialists 25-9011.00
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## 1651 Adudio and Video Equipment Technicians 27-4011.00
## 1652 Adudio and Video Equipment Technicians 27-4011.00
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## 1654 Adudio and Video Equipment Technicians 27-4011.00
## 1655 Adudio and Video Equipment Technicians 27-4011.00
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## 1657 Adudio and Video Equipment Technicians 27-4011.00
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## 1661 Adudio and Video Equipment Technicians 27-4011.00
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## 1665 Adudio and Video Equipment Technicians 27-4011.00
## 1666 Adudio and Video Equipment Technicians 27-4011.00
## 1667 Adudio and Video Equipment Technicians 27-4011.00
## 1668 Adudio and Video Equipment Technicians 27-4011.00
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## 1670 Adudio and Video Equipment Technicians 27-4011.00
## 1671 Adudio and Video Equipment Technicians 27-4011.00
## 1672 Adudio and Video Equipment Technicians 27-4011.00
## 1673 Broadcast Technicians 27-4012.00
## 1674 Broadcast Technicians 27-4012.00
## 1675 Broadcast Technicians 27-4012.00
## 1676 Broadcast Technicians 27-4012.00
## 1677 Broadcast Technicians 27-4012.00
## 1678 Broadcast Technicians 27-4012.00
## 1679 Broadcast Technicians 27-4012.00
## 1680 Broadcast Technicians 27-4012.00
## 1681 Broadcast Technicians 27-4012.00
## 1682 Broadcast Technicians 27-4012.00
## 1683 Broadcast Technicians 27-4012.00
## 1684 Broadcast Technicians 27-4012.00
## 1685 Broadcast Technicians 27-4012.00
## 1686 Broadcast Technicians 27-4012.00
## 1687 Broadcast Technicians 27-4012.00
## 1688 Broadcast Technicians 27-4012.00
## 1689 Broadcast Technicians 27-4012.00
## 1690 Broadcast Technicians 27-4012.00
## 1691 Broadcast Technicians 27-4012.00
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## 1693 Computer Operators 43-9011.00
## 1694 Computer Operators 43-9011.00
## 1695 Computer Operators 43-9011.00
## 1696 Computer Operators 43-9011.00
## 1697 Computer Operators 43-9011.00
## 1698 Computer Operators 43-9011.00
## 1699 Computer Operators 43-9011.00
## 1700 Computer Operators 43-9011.00
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## 1712 Computer Operators 43-9011.00
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## 1714 Computer Operators 43-9011.00
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## 1716 Computer Operators 43-9011.00
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## 1723 Computer Operators 43-9011.00
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## 1726 Computer Operators 43-9011.00
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## 1730 Computer Operators 43-9011.00
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## 1735 Computer Operators 43-9011.00
## 1736 Computer Operators 43-9011.00
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## 1738 Computer Operators 43-9011.00
## 1739 Computer, Automated Teller 49-2011.00
## 1740 Computer, Automated Teller 49-2011.00
## 1741 Computer, Automated Teller 49-2011.00
## 1742 Computer, Automated Teller 49-2011.00
## 1743 Computer, Automated Teller 49-2011.00
## 1744 Computer, Automated Teller 49-2011.00
## 1745 Computer, Automated Teller 49-2011.00
## 1746 Computer, Automated Teller 49-2011.00
## 1747 Computer, Automated Teller 49-2011.00
## 1748 Computer, Automated Teller 49-2011.00
## 1749 Computer, Automated Teller 49-2011.00
## 1750 Computer, Automated Teller 49-2011.00
## 1751 Computer, Automated Teller 49-2011.00
## 1752 Computer, Automated Teller 49-2011.00
## 1753 Computer, Automated Teller 49-2011.00
## 1754 Computer, Automated Teller 49-2011.00
## 1755 Computer, Automated Teller 49-2011.00
## 1756 Computer, Automated Teller 49-2011.00
## 1757 Computer, Automated Teller 49-2011.00
## 1758 Computer, Automated Teller 49-2011.00
## 1759 Computer, Automated Teller 49-2011.00
## 1760 Computer, Automated Teller 49-2011.00
## 1761 Computer, Automated Teller 49-2011.00
## 1762 Computer, Automated Teller 49-2011.00
## 1763 Computer, Automated Teller 49-2011.00
## 1764 Computer, Automated Teller 49-2011.00
## 1765 Computer, Automated Teller 49-2011.00
## 1766 Computer, Automated Teller 49-2011.00
## 1767 Computer, Automated Teller 49-2011.00
## 1768 Computer, Automated Teller 49-2011.00
## 1769 Computer, Automated Teller 49-2011.00
## 1770 Computer, Automated Teller 49-2011.00
## 1771 Computer, Automated Teller 49-2011.00
## 1772 Computer, Automated Teller 49-2011.00
## 1773 Computer, Automated Teller 49-2011.00
## 1774 Computer, Automated Teller 49-2011.00
## 1775 Computer, Automated Teller 49-2011.00
## 1776 Computer, Automated Teller 49-2011.00
## 1777 Computer, Automated Teller 49-2011.00
## 1778 Computer, Automated Teller 49-2011.00
## 1779 Computer, Automated Teller 49-2011.00
## 1780 Computer, Automated Teller 49-2011.00
## 1781 Computer, Automated Teller 49-2011.00
## 1782 Computer, Automated Teller 49-2011.00
## 1783 Computer, Automated Teller 49-2011.00
## 1784 Computer, Automated Teller 49-2011.00
## 1785 Computer, Automated Teller 49-2011.00
## 1786 Computer Programmer 15-1131.00
## 1787 Computer Programmer 15-1131.00
## 1788 Computer Programmer 15-1131.00
## 1789 Computer Programmer 15-1131.00
## 1790 Computer Programmer 15-1131.00
## 1791 Computer Programmer 15-1131.00
## 1792 Computer Programmer 15-1131.00
## 1793 Computer Programmer 15-1131.00
## 1794 Computer Programmer 15-1131.00
## 1795 Computer Programmer 15-1131.00
## 1796 Computer Programmer 15-1131.00
## 1797 Computer Programmer 15-1131.00
## 1798 Computer Programmer 15-1131.00
## 1799 Computer Programmer 15-1131.00
## 1800 Computer Programmer 15-1131.00
## 1801 Computer Programmer 15-1131.00
## 1802 Computer Programmer 15-1131.00
## 1803 Computer Programmer 15-1131.00
## 1804 Computer Programmer 15-1131.00
## 1805 Computer Programmer 15-1131.00
## 1806 Computer Programmer 15-1131.00
## 1807 Computer Programmer 15-1131.00
## 1808 Computer Programmer 15-1131.00
## 1809 Computer Programmer 15-1131.00
## 1810 Computer Programmer 15-1131.00
## 1811 Computer Programmer 15-1131.00
## 1812 Computer Programmer 15-1131.00
## 1813 Computer Programmer 15-1131.00
## 1814 Computer Programmer 15-1131.00
## 1815 Computer Programmer 15-1131.00
## 1816 Computer Programmer 15-1131.00
## 1817 Computer Programmer 15-1131.00
## 1818 Computer Programmer 15-1131.00
## 1819 Computer Programmer 15-1131.00
## 1820 Computer Programmer 15-1131.00
## 1821 Computer Programmer 15-1131.00
## 1822 Computer Programmer 15-1131.00
## 1823 Computer Programmer 15-1131.00
## 1824 Computer Programmer 15-1131.00
## 1825 Computer Programmer 15-1131.00
## 1826 Computer Programmer 15-1131.00
## 1827 Computer Programmer 15-1131.00
## 1828 Computer Programmer 15-1131.00
## 1829 Computer Programmer 15-1131.00
## 1830 Computer Programmer 15-1131.00
## 1831 Computer Programmer 15-1131.00
## 1832 Computer Programmer 15-1131.00
## 1833 Computer Programmer 15-1131.00
## 1834 Computer Programmer 15-1131.00
## 1835 Computer Programmer 15-1131.00
## 1836 Computer Programmer 15-1131.00
## 1837 Computer Programmer 15-1131.00
## 1838 Computer Programmer 15-1131.00
## 1839 Computer Programmer 15-1131.00
## 1840 Computer Programmer 15-1131.00
## 1841 Computer Programmer 15-1131.00
## 1842 Computer Programmer 15-1131.00
## 1843 Computer Programmer 15-1131.00
## 1844 Computer Programmer 15-1131.00
## 1845 Computer Programmer 15-1131.00
## 1846 Computer Programmer 15-1131.00
## 1847 Computer Programmer 15-1131.00
## 1848 Computer Programmer 15-1131.00
## 1849 Computer Programmer 15-1131.00
## 1850 Computer Programmer 15-1131.00
## 1851 Computer Programmer 15-1131.00
## 1852 Computer Programmer 15-1131.00
## 1853 Computer Programmer 15-1131.00
## 1854 Computer Programmer 15-1131.00
## 1855 Computer Programmer 15-1131.00
## 1856 Computer Programmer 15-1131.00
## 1857 Computer Programmer 15-1131.00
## 1858 Computer Programmer 15-1131.00
## 1859 Computer Programmer 15-1131.00
## 1860 Computer Programmer 15-1131.00
## 1861 Computer Programmer 15-1131.00
## 1862 Computer Programmer 15-1131.00
## 1863 Computer Programmer 15-1131.00
## 1864 Computer Programmer 15-1131.00
## 1865 Computer Programmer 15-1131.00
## 1866 Computer Programmer 15-1131.00
## 1867 Computer Programmer 15-1131.00
## 1868 Computer Programmer 15-1131.00
## 1869 Computer Programmer 15-1131.00
## 1870 Computer Programmer 15-1131.00
## 1871 Computer Programmer 15-1131.00
## 1872 Computer Programmer 15-1131.00
## 1873 Computer Programmer 15-1131.00
## 1874 Computer Programmer 15-1131.00
## 1875 Computer Programmer 15-1131.00
## 1876 Computer Programmer 15-1131.00
## 1877 Computer Programmer 15-1131.00
## 1878 Computer Programmer 15-1131.00
## 1879 Computer Programmer 15-1131.00
## 1880 Computer Programmer 15-1131.00
## 1881 Computer Programmer 15-1131.00
## 1882 Computer Programmer 15-1131.00
## 1883 Computer Programmer 15-1131.00
## 1884 Computer Programmer 15-1131.00
## 1885 Computer Programmer 15-1131.00
## 1886 Computer Programmer 15-1131.00
## 1887 Computer Programmer 15-1131.00
## 1888 Computer Programmer 15-1131.00
## 1889 Computer Programmer 15-1131.00
## 1890 Computer Programmer 15-1131.00
## 1891 Computer Programmer 15-1131.00
## 1892 Computer Programmer 15-1131.00
## 1893 Computer Programmer 15-1131.00
## 1894 Computer Programmer 15-1131.00
## 1895 Computer Programmer 15-1131.00
## 1896 Web Developers 15-1134.00
## 1897 Web Developers 15-1134.00
## 1898 Web Developers 15-1134.00
## 1899 Web Developers 15-1134.00
## 1900 Web Developers 15-1134.00
## 1901 Web Developers 15-1134.00
## 1902 Web Developers 15-1134.00
## 1903 Web Developers 15-1134.00
## 1904 Web Developers 15-1134.00
## 1905 Web Developers 15-1134.00
## 1906 Web Developers 15-1134.00
## 1907 Web Developers 15-1134.00
## 1908 Web Developers 15-1134.00
## 1909 Web Developers 15-1134.00
## 1910 Web Developers 15-1134.00
## 1911 Web Developers 15-1134.00
## 1912 Web Developers 15-1134.00
## 1913 Web Developers 15-1134.00
## 1914 Web Developers 15-1134.00
## 1915 Web Developers 15-1134.00
## 1916 Web Developers 15-1134.00
## 1917 Web Developers 15-1134.00
## 1918 Web Developers 15-1134.00
## 1919 Web Developers 15-1134.00
## 1920 Web Developers 15-1134.00
## 1921 Web Developers 15-1134.00
## 1922 Web Developers 15-1134.00
## 1923 Web Developers 15-1134.00
## 1924 Web Developers 15-1134.00
## 1925 Web Developers 15-1134.00
## 1926 Web Developers 15-1134.00
## 1927 Web Developers 15-1134.00
## 1928 Web Developers 15-1134.00
## 1929 Web Developers 15-1134.00
## 1930 Web Developers 15-1134.00
## 1931 Web Developers 15-1134.00
## 1932 Web Developers 15-1134.00
## 1933 Web Developers 15-1134.00
## 1934 Web Developers 15-1134.00
## 1935 Web Developers 15-1134.00
## 1936 Web Developers 15-1134.00
## 1937 Web Developers 15-1134.00
## 1938 Web Developers 15-1134.00
## 1939 Web Developers 15-1134.00
## 1940 Web Developers 15-1134.00
## 1941 Web Developers 15-1134.00
## 1942 Web Developers 15-1134.00
## 1943 Web Developers 15-1134.00
## 1944 Web Developers 15-1134.00
## 1945 Web Developers 15-1134.00
## 1946 Web Developers 15-1134.00
## 1947 Web Developers 15-1134.00
## 1948 Web Developers 15-1134.00
## 1949 Web Developers 15-1134.00
## 1950 Web Developers 15-1134.00
## 1951 Web Developers 15-1134.00
## 1952 Web Developers 15-1134.00
## 1953 Web Developers 15-1134.00
## 1954 Web Developers 15-1134.00
## 1955 Web Developers 15-1134.00
## 1956 Web Developers 15-1134.00
## 1957 Web Developers 15-1134.00
## 1958 Web Developers 15-1134.00
## 1959 Web Developers 15-1134.00
## 1960 Web Developers 15-1134.00
## 1961 Web Developers 15-1134.00
## 1962 Web Developers 15-1134.00
## 1963 Web Developers 15-1134.00
## 1964 Web Developers 15-1134.00
## 1965 Web Developers 15-1134.00
## 1966 Web Developers 15-1134.00
## 1967 Web Developers 15-1134.00
## 1968 Web Developers 15-1134.00
## 1969 Web Developers 15-1134.00
## 1970 Web Developers 15-1134.00
## 1971 Web Developers 15-1134.00
## 1972 Web Developers 15-1134.00
## 1973 Web Developers 15-1134.00
## 1974 Web Developers 15-1134.00
## 1975 Web Developers 15-1134.00
## 1976 Web Developers 15-1134.00
## 1977 Web Developers 15-1134.00
## 1978 Web Developers 15-1134.00
## 1979 Web Developers 15-1134.00
## 1980 Web Developers 15-1134.00
## 1981 Web Developers 15-1134.00
## 1982 Web Developers 15-1134.00
## 1983 Web Developers 15-1134.00
## 1984 Web Developers 15-1134.00
## 1985 Web Developers 15-1134.00
## 1986 Web Developers 15-1134.00#head (TechSkillswOccupation)
str(TechSkillswOccupation)## 'data.frame': 1986 obs. of 6 variables:
## $ X : int 1 2 3 4 5 6 7 8 9 10 ...
## $ Section : Factor w/ 1 level "Technology": 1 1 1 1 1 1 1 1 1 1 ...
## $ Category: Factor w/ 85 levels "Access software",..: 4 4 4 4 4 4 4 4 21 23 ...
## $ Example : Factor w/ 739 levels "","37signals Basecamp",..: 315 330 436 602 637 638 676 730 449 127 ...
## $ job : Factor w/ 31 levels "Acturies","Adudio and Video Equipment Technicians",..: 5 5 5 5 5 5 5 5 5 5 ...
## $ jobcode : Factor w/ 31 levels "11-3111.00","13-1041.07",..: 20 20 20 20 20 20 20 20 20 20 ...Connect to the database ## we create a temporary SQLite database called Proj3_67 (changed name to mydb)
mydb <- dbConnect(RSQLite::SQLite(), "Proj3_607.db")
# List out how many tables are in this object
dbListTables(mydb)## [1] "C" "SftSkl" "TechSkillswOccupation"
## [4] "TechSkl" "keywords" "salary"
## [7] "webscrapes"# TEST, to get query from this database (ONET Characteristic table only for now)
dbGetQuery (mydb,"Select* FROM C") ## Title SOC OccupationType
## 1 Computer and information research scientists 1111 Line item
## 2 Computer systems analysts 1121 Line item
## 3 Information security analysts 1122 Line item
## 4 Computer programmers 1131 Line item
## 5 Software developers, applications 1132 Line item
## 6 Software developers, systems software 1133 Line item
## 7 Web developers 1134 Line item
## 8 Database administrators 1141 Line item
## 9 Network and computer systems administrators 1142 Line item
## 10 Computer network architects 1143 Line item
## 11 Computer user support specialists 1151 Line item
## 12 Computer network support specialists 1152 Line item
## 13 Computer occupations, all other 1199 Line item
## 14 Actuaries 2011 Line item
## 15 Mathematicians 2021 Line item
## 16 Operations research analysts 2031 Line item
## 17 Statisticians 2041 Line item
## 18 Mathematical technicians 2091 Line item
## 19 Mathematical science occupations, all other 2099 Line item
## TypicalEntryLvlEduc PreEmplExperience PostEmplTraining
## 1 Master's degree None None
## 2 Bachelor's degree None None
## 3 Bachelor's degree Less than 5 years None
## 4 Bachelor's degree None None
## 5 Bachelor's degree None None
## 6 Bachelor's degree None None
## 7 Associate's degree None None
## 8 Bachelor's degree None None
## 9 Bachelor's degree None None
## 10 Bachelor's degree 5 years or more None
## 11 Some college, no degree None None
## 12 Associate's degree None None
## 13 Bachelor's degree None None
## 14 Bachelor's degree None Long-term on-the-job training
## 15 Master's degree None None
## 16 Bachelor's degree None None
## 17 Master's degree None None
## 18 Bachelor's degree None None
## 19 Bachelor's degree None NoneRelational Database 1st set # Two relational Tables within Indeed Web Scraping, linked by Primary Key and Foreigh Key
# Create/Populate tables with data from the dataframes
dbWriteTable(mydb, "webscrapes", Keyword_Search_csv_df, overwrite = TRUE)
dbWriteTable(mydb, "keywords", keywords_csv_df, overwrite = TRUE)
# Join the two tables using the primary and foreing key(relational database)
join_tb_indeed <- "select keywords.Keyword, webscrapes.Company, webscrapes.Web_scrape_date,webscrapes.state
from webscrapes
inner join keywords
on keywords.ID = webscrapes.Data_Scientist_Skills_ID"
head(dbGetQuery(mydb, join_tb_indeed))## Keyword Company Web_scrape_date state
## 1 Hadoop Quest Groups LLC 2018-10-30 NY
## 2 Python Deloitte 2018-10-30 NY
## 3 Hadoop Rockstar New York 2018-10-30 NY
## 4 Tableau Rockstar New York 2018-10-30 NY
## 5 SQL Rockstar New York 2018-10-30 NY
## 6 Python Rockstar New York 2018-10-30 NYtail(dbGetQuery(mydb, join_tb_indeed))## Keyword Company Web_scrape_date state
## 1225 SQL Stairs Alliance 2018-10-30 CA
## 1226 Machine Learning Amazon.com 2018-10-30 CA
## 1227 SparkML Amazon.com 2018-10-30 CA
## 1228 AI Amazon.com 2018-10-30 CA
## 1229 Python Amazon.com 2018-10-30 CA
## 1230 AWS Amazon.com 2018-10-30 CARelational Database 2nd set:
#Two relational Tables within ONET (Labor dept) Web Scraping, linked by Primary Key and Foreigh Key
# ONET Characteristics table is the main table from ONET database,
dbWriteTable(mydb,"C", characteristics, overwrite = TRUE)
dbWriteTable(mydb,"salary", salary, overwrite = TRUE)
join_tb_onetsalary <- "select C.title, C.SOC, C.OccupationType, C.TypicalEntryLvlEduc,
C.PreEmplExperience, C.PostEmplTraining,
salary.SOC, RSE
from C
inner join salary
on C.SOC = salary.SOC"
head (dbGetQuery(mydb,join_tb_onetsalary))## Title SOC OccupationType
## 1 Software developers, systems software 1133 Line item
## 2 Web developers 1134 Line item
## 3 Database administrators 1141 Line item
## 4 Network and computer systems administrators 1142 Line item
## 5 Computer network architects 1143 Line item
## 6 Computer user support specialists 1151 Line item
## TypicalEntryLvlEduc PreEmplExperience PostEmplTraining SOC RSE
## 1 Bachelor's degree None None 1133 1.3 %
## 2 Associate's degree None None 1134 1.3 %
## 3 Bachelor's degree None None 1141 1.1 %
## 4 Bachelor's degree None None 1142 0.8 %
## 5 Bachelor's degree 5 years or more None 1143 1.6 %
## 6 Some college, no degree None None 1151 0.7 %Join the ONET SKILLS (soft Skills) with ONET Characteristics TABLES
dbWriteTable(mydb,"C", characteristics, overwrite = TRUE)
dbWriteTable(mydb, "TechSkl", TechSkillswOccupation, overwrite = TRUE)
join_tb_onetTechSkl <-
"select C.title, C.SOC, C.OccupationType, C.TypicalEntryLvlEduc,
C.PreEmplExperience, C.PostEmplTraining,
TechSkl.job, TechSkl.jobcode,TechSkl.Example
from C
inner join TechSkl
on C.Title = TechSkl.job"
head (dbGetQuery(mydb,join_tb_onetTechSkl))## [1] Title SOC OccupationType
## [4] TypicalEntryLvlEduc PreEmplExperience PostEmplTraining
## [7] job jobcode Example
## <0 rows> (or 0-length row.names)Relational Database 3rd set: Link INDEED web scraping and Labor Dept ONET webscraping
# Linkage between those two sets: using the Technical Skills
# Tech Skills linked with ONET Database
join_tb_ONETTechSkl <-
"select C.title, C.SOC, C.OccupationType, C.TypicalEntryLvlEduc,
C.PreEmplExperience, C.PostEmplTraining,
TechSkl.job, TechSkl.jobcode,TechSkl.Example
from C
inner join TechSkl
on C.Title = TechSkl.job"
head (dbGetQuery(mydb,join_tb_ONETTechSkl))## [1] Title SOC OccupationType
## [4] TypicalEntryLvlEduc PreEmplExperience PostEmplTraining
## [7] job jobcode Example
## <0 rows> (or 0-length row.names)Tech Skills linked with Indeed Database
join_tb_IndeedTechSkl <- "select keywords.Keyword,
TechSkl.job, TechSkl.jobcode,TechSkl.Example
from TechSkl
inner join keywords
on keywords.Keyword = TechSkl.Example"
head (dbGetQuery(mydb,join_tb_IndeedTechSkl))## [1] Keyword job jobcode Example
## <0 rows> (or 0-length row.names)List all the relational tables within the SQlite database
dbListTables(mydb)## [1] "C" "SftSkl" "TechSkillswOccupation"
## [4] "TechSkl" "keywords" "salary"
## [7] "webscrapes"# all tables are displayed here, 6 tables (all relational in total)List the column fields within each individual tables within the SQLite Database
dbListFields(mydb,"C")## [1] "Title" "SOC" "OccupationType"
## [4] "TypicalEntryLvlEduc" "PreEmplExperience" "PostEmplTraining"dbListFields(mydb,"SftSkl")## [1] "X"
## [2] "SOC"
## [3] "Active.Learning"
## [4] "Active.Listening"
## [5] "Complex.Problem.Solving"
## [6] "Coordination"
## [7] "Critical.Thinking"
## [8] "Equipment.Maintenance"
## [9] "Equipment.Selection"
## [10] "Installation"
## [11] "Instructing"
## [12] "Judgment.and.Decision.Making"
## [13] "Learning.Strategies"
## [14] "Management.of.Financial.Resources"
## [15] "Management.of.Material.Resources"
## [16] "Management.of.Personnel.Resources"
## [17] "Mathematics"
## [18] "Monitoring"
## [19] "Negotiation"
## [20] "Operation.and.Control"
## [21] "Operation.Monitoring"
## [22] "Operations.Analysis"
## [23] "Persuasion"
## [24] "Programming"
## [25] "Quality.Control.Analysis"
## [26] "Reading.Comprehension"
## [27] "Repairing"
## [28] "Science"
## [29] "Service.Orientation"
## [30] "Social.Perceptiveness"
## [31] "Speaking"
## [32] "Systems.Analysis"
## [33] "Systems.Evaluation"
## [34] "Technology.Design"
## [35] "Time.Management"
## [36] "Troubleshooting"
## [37] "Writing"dbListFields(mydb,"TechSkillswOccupation")## [1] "X" "Section" "Category" "Example" "job" "jobcode"dbListFields(mydb,"salary")## [1] "SOC" "No.Employees" "RSE"
## [4] "Mean.Hourly.Wage" "Mean.Annual.Wage" "Wage.RSE"dbListFields(mydb,"TechSkl")## [1] "X" "Section" "Category" "Example" "job" "jobcode"dbListFields(mydb,"keywords")## [1] "ID" "Keyword"dbListFields(mydb,"webscrapes")## [1] "Data_Scientist_Skills_ID" "Company"
## [3] "Web_scrape_date" "state"
## [5] "job_post_link"setwd('..')