Unique ID Email Date Taken (America/New_York)

62a33b3db4da29969c62df3d anonymous 6/10/2022

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62a33c2cbc6861bf3176bec1 anonymous 6/10/2022
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12:58
Referrer Time Spent Q1 - Which Title Best Fits your Current Role?

0:00:44 Data Analyst

0:01:30 Data Analyst
0:02:18 Data Engineer
0:02:10 Other (Please Specify):Analytics Consultant
0:01:51 Data Analyst
0:02:34 Data Analyst
0:01:15 Data Scientist
0:01:25 Data Engineer
0:02:10 Data Analyst
0:01:27 Data Analyst
0:01:29 Data Analyst
0:02:31 Data Analyst
0:03:20 Data Analyst
0:00:55 Data Scientist
0:01:24 Data Analyst
0:00:47 Data Analyst
0:01:06 Data Analyst
0:01:04 Student/Looking/None
0:01:05 Student/Looking/None
0:01:21 Data Analyst
0:01:23 Data Analyst
0:01:35 Data Analyst
0:01:25 Data Analyst
0:01:47 Data Analyst
0:02:14 Data Analyst
0:02:21 Data Analyst
0:02:07 Data Analyst
0:01:20 Data Analyst
0:01:34 Data Analyst
0:01:34 Student/Looking/None
0:01:47 Student/Looking/None
0:01:38 Data Analyst
0:03:30 Data Analyst
0:01:37 Data Engineer
0:02:08 Data Analyst
0:03:54 Other (Please Specify):FP&A Analyst
0:02:28 Other (Please Specify):BI Developer
0:01:33 Data Analyst
0:00:56 Data Analyst
0:02:38 Student/Looking/None
0:01:52 Data Analyst
0:02:03 Student/Looking/None
0:02:32 Student/Looking/None
0:02:39 Student/Looking/None
0:01:11 Student/Looking/None
0:03:55 Data Analyst
0:01:25 Data Analyst
0:02:47 Data Analyst
0:00:56 Data Analyst
0:01:57 Other (Please Specify):Manager, Business Intelligence D
0:02:32 Data Analyst
0:01:59 Student/Looking/None
0:01:18 Data Engineer
0:08:11 Student/Looking/None
0:01:44 Data Analyst
0:01:58 Other (Please Specify):Business Analyst
0:02:15 Data Analyst
0:02:04 Other (Please Specify):Business Analyst
0:01:46 Data Analyst
0:01:33 Student/Looking/None
0:01:09 Data Analyst
0:04:03 Other (Please Specify):Business Intelligence Consultant
0:01:03 Student/Looking/None
0:01:01 Data Engineer
0:02:43 Data Analyst
0:03:15 Data Analyst
0:01:24 Data Analyst
0:01:28 Data Analyst
0:02:36 Other (Please Specify):Sr. Supply Chain Analyst
0:02:41 Student/Looking/None
0:04:14 Data Analyst
0:01:15 Data Analyst
0:02:21 Data Analyst
0:02:17 Other (Please Specify):Business analyst
0:01:32 Student/Looking/None
0:01:19 Other (Please Specify):Director of Data Analytics
0:01:33 Data Analyst
0:01:38 Data Analyst
0:02:36 Data Analyst
0:01:08 Data Analyst
0:01:41 Student/Looking/None
0:01:36 Data Analyst
0:03:09 Data Analyst
0:01:22 Data Analyst
0:01:30 Data Analyst
0:03:05 Data Engineer
0:00:58 Data Analyst
0:01:09 Student/Looking/None
0:01:51 Data Analyst
0:02:29 Other (Please Specify):Business Analyst
0:02:39 Data Analyst
0:01:14 Data Analyst
0:03:00 Data Analyst
0:02:02 Other (Please Specify):Learning Management Specialist
0:01:45 Data Analyst
0:01:41 Data Analyst
0:01:06 Other (Please Specify):Research Analyst
0:01:06 Student/Looking/None
0:02:22 Data Analyst
0:01:56 Data Analyst
0:01:10 Data Analyst
0:00:28 Data Analyst
0:02:22 Other (Please Specify):Insights analyst
0:03:18 Data Analyst
0:01:55 Student/Looking/None
0:01:15 Student/Looking/None
0:02:07 Data Analyst
0:01:05 Data Analyst
0:01:32 Data Analyst
0:01:32 Data Analyst
0:01:08 Data Analyst
0:04:27 Data Scientist
0:02:00 Data Analyst
0:01:19 Student/Looking/None
0:02:36 Other (Please Specify):Does a social media analyst coun
0:00:48 Data Analyst
0:01:20 Data Scientist
0:02:04 Data Analyst
0:02:36 Data Engineer
0:01:05 Data Engineer
0:01:29 Data Analyst
0:03:57 Student/Looking/None
0:01:36 Data Analyst
0:01:41 Data Analyst
0:01:37 Student/Looking/None
0:01:30 Other (Please Specify):Educator
0:01:26 Other (Please Specify):Business Analyst
0:02:24 Data Analyst
0:02:51 Other (Please Specify):Business Intelligence Engineer
0:01:37 Data Analyst
0:01:06 Data Analyst
0:01:13 Data Analyst
0:03:29 Data Analyst
0:01:17 Data Analyst
0:02:03 Data Analyst
0:01:16 Data Analyst
0:02:18 Data Analyst
0:01:22 Data Analyst
0:02:03 Data Analyst
0:02:04 Data Analyst
0:01:28 Data Analyst
0:01:39 Data Analyst
0:00:53 Other (Please Specify):Research Associate
0:01:46 Data Analyst
0:02:45 Data Analyst
0:01:44 Other (Please Specify):Analytics Manager
0:05:11 Data Analyst
0:01:48 Student/Looking/None
0:03:42 Data Analyst
0:22:47 Other (Please Specify):Business Analyst
0:01:20 Data Analyst
0:01:24 Data Engineer
0:02:07 Data Analyst
0:01:34 Data Analyst
0:02:50 Data Analyst
0:03:01 Data Engineer
0:01:44 Data Analyst
0:01:36 Data Analyst
0:02:45 Other (Please Specify):Manager of a team of Data Analy
0:04:22 Data Analyst
0:01:07 Data Analyst
0:01:39 Student/Looking/None
0:01:24 Data Analyst
0:02:39 Data Analyst
0:01:30 Data Engineer
0:01:14 Data Analyst
0:01:05 Data Analyst
0:01:14 Data Analyst
0:01:45 Data Analyst
0:01:44 Data Analyst
0:01:29 Data Analyst
0:02:38 Student/Looking/None
0:01:04 Data Analyst
0:01:51 Data Scientist
0:01:35 Data Engineer
0:01:03 Data Analyst
0:02:17 Data Analyst
0:01:39 Data Analyst
0:00:53 Student/Looking/None
0:01:19 Data Analyst
0:01:16 Data Engineer
0:02:08 Student/Looking/None
0:01:31 Data Analyst
0:01:39 Data Analyst
0:00:55 Data Analyst
0:02:19 Other (Please Specify):Analyst
0:01:59 Other (Please Specify):Analytics Engineer
0:01:52 Data Analyst
0:03:30 Data Analyst
0:03:54 Data Analyst
0:02:38 Data Analyst
0:02:07 Data Analyst
0:03:59 Data Analyst
0:02:01 Data Analyst
0:03:38 Data Analyst
0:02:40 Data Analyst
0:01:34 Data Analyst
0:00:48 Data Analyst
0:00:57 Data Analyst
0:01:45 Data Analyst
0:02:41 Data Analyst
0:03:43 Other (Please Specify):Analyst Primary Market Intelligen
0:01:28 Data Analyst
0:02:59 Data Analyst
0:04:44 Data Analyst
0:01:40 Data Analyst
0:02:21 Other (Please Specify):software engineer
0:02:58 Student/Looking/None
0:02:23 Data Analyst
0:01:21 Data Analyst
0:00:59 Student/Looking/None
0:02:52 Data Analyst
0:01:01 Data Analyst
0:02:51 Data Analyst
0:01:57 Data Analyst
0:01:21 Data Analyst
0:02:10 Data Engineer
0:02:40 Data Analyst
0:01:24 Data Analyst
0:01:55 Data Analyst
0:01:25 Data Architect
0:03:54 Data Analyst
0:01:54 Other (Please Specify):Data Integrity
0:03:34 Data Analyst
0:01:27 Data Analyst
0:01:51 Data Analyst
0:02:04 Data Scientist
0:01:25 Student/Looking/None
0:02:09 Data Analyst
0:01:30 Student/Looking/None
0:01:31 Data Analyst
0:02:32 Data Analyst
0:01:21 Student/Looking/None
0:01:32 Student/Looking/None
0:24:18 Data Analyst
0:01:44 Data Analyst
0:01:37 Data Analyst
0:01:40 Data Scientist
0:02:41 Data Analyst
0:02:38 Data Engineer
0:01:29 Data Analyst
0:00:59 Data Analyst
0:04:08 Data Analyst
0:02:05 Database Developer
0:02:04 Data Analyst
0:02:02 Data Analyst
0:01:27 Data Analyst
0:02:11 Data Analyst
0:01:40 Student/Looking/None
0:03:09 Data Analyst
0:03:13 Data Architect
0:02:27 Data Analyst
0:01:27 Data Scientist
0:02:47 Other (Please Specify):Financial Analyst
0:01:43 Data Analyst
0:01:42 Data Analyst
0:02:02 Other (Please Specify):Database Manager
0:01:57 Data Analyst
0:04:30 Other (Please Specify):Software Developer
0:01:16 Data Scientist
0:01:44 Student/Looking/None
0:02:14 Student/Looking/None
0:01:25 Data Analyst
0:01:18 Data Analyst
0:03:06 Other (Please Specify):Tableau admin
0:01:36 Data Engineer
0:01:54 Data Analyst
0:02:02 Data Analyst
0:01:41 Other (Please Specify)
0:05:13 Other (Please Specify):Reporting Adm
0:01:06 Student/Looking/None
0:01:40 Other (Please Specify):Billing analyst
0:01:20 Data Engineer
0:01:49 Data Analyst
0:01:27 Data Analyst
0:01:23 Data Scientist
0:02:24 Other (Please Specify):I work with data tools and can cr
0:01:40 Data Analyst
0:01:55 Data Analyst
0:01:23 Data Analyst
0:01:59 Data Analyst
0:01:10 Other (Please Specify):Marketing Data Specialist
0:03:49 Data Analyst
0:01:47 Data Analyst
0:02:55 Data Analyst
0:01:45 Data Analyst
0:03:52 Data Analyst
0:00:59 Student/Looking/None
0:01:26 Data Analyst
0:01:54 Data Analyst
0:02:16 Other (Please Specify):Analytics Engineer
0:01:45 Data Analyst
0:01:33 Student/Looking/None
0:02:04 Data Analyst
0:01:34 Other (Please Specify):Jr. Data Scientist
0:02:55 Other (Please Specify):Continuous Quality Improvement
0:01:42 Data Analyst
0:03:01 Student/Looking/None
0:01:18 Data Analyst
0:02:18 Data Analyst
0:01:18 Data Analyst
0:01:02 Data Analyst
0:01:19 Data Analyst
0:04:19 Data Analyst
0:01:30 Data Analyst
0:05:36 Data Engineer
0:02:00 Other (Please Specify)
0:02:04 Data Analyst
0:01:18 Data Analyst
0:02:58 Data Analyst
0:04:30 Student/Looking/None
0:01:57 Other (Please Specify):PMO
0:02:27 Data Analyst
0:04:17 Student/Looking/None
0:01:42 Student/Looking/None
0:01:20 Data Analyst
0:02:02 Other (Please Specify):System Administrator
0:01:09 Data Analyst
0:02:40 Data Analyst
0:01:11 Data Analyst
0:04:51 Data Analyst
0:01:32 Data Analyst
0:03:19 Data Scientist
0:03:42 Data Analyst
0:01:48 Data Analyst
0:01:44 Other (Please Specify):Teacher
0:01:40 Data Analyst
0:01:57 Student/Looking/None
1:09:45 Data Analyst
0:04:54 Data Analyst
0:00:59 Student/Looking/None
0:02:26 Data Analyst
0:12:09 Data Analyst
0:00:43 Data Analyst
0:04:01 Student/Looking/None
0:02:40 Data Analyst
0:00:59 Data Engineer
0:03:27 Data Analyst
0:02:55 Data Analyst
0:00:51 Student/Looking/None
0:02:12 Data Analyst
0:02:29 Data Scientist
0:05:15 Data Analyst
0:02:55 Data Analyst
0:02:58 Data Analyst
0:02:00 Student/Looking/None
0:01:27 Data Analyst
0:00:59 Data Analyst
0:01:49 Data Analyst
0:02:20 Database Developer
0:01:41 Data Analyst
0:01:29 Other (Please Specify):Consultant
0:01:37 Student/Looking/None
0:02:47 Data Analyst
0:01:23 Other (Please Specify):Business Intelligence Developer
0:01:15 Data Analyst
0:03:20 Data Analyst
0:02:39 Data Analyst
0:02:01 Data Analyst
0:03:23 Data Analyst
0:04:03 Student/Looking/None
0:02:33 Data Analyst
0:01:34 Student/Looking/None
0:03:39 Other (Please Specify):Informatics Specialist
0:04:04 Data Analyst
0:01:05 Data Analyst
0:02:36 Data Analyst
0:02:32 Data Analyst
0:01:16 Data Analyst
0:05:51 Data Engineer
0:02:01 Data Engineer
0:02:27 Data Analyst
0:02:43 Data Analyst
0:02:47 Data Engineer
0:01:51 Other (Please Specify):Business Analys
0:01:55 Data Analyst
0:03:13 Other (Please Specify):Finance Analyst
0:01:31 Data Analyst
0:04:48 Data Analyst
0:01:04 Data Scientist
0:02:11 Student/Looking/None
0:03:11 Data Analyst
0:02:30 Other (Please Specify):Web Developer
0:01:32 Student/Looking/None
0:01:30 Student/Looking/None
0:02:12 Data Analyst
0:01:52 Other (Please Specify):Manager
0:01:53 Data Analyst
0:01:53 Data Analyst
0:01:30 Data Analyst
0:01:31 Data Analyst
0:00:55 Data Analyst
0:01:47 Data Analyst
0:01:22 Other (Please Specify):Junior Software Engineer
0:00:47 Data Scientist
0:01:43 Data Analyst
0:01:38 Data Analyst
0:02:06 Data Analyst
0:02:01 Student/Looking/None
0:04:32 Data Analyst
0:01:52 Data Analyst
0:01:06 Data Analyst
0:01:28 Data Engineer
0:02:02 Data Analyst
0:01:00 Data Analyst
0:02:27 Data Analyst
0:03:12 Data Analyst
0:01:43 Data Scientist
0:02:44 Other (Please Specify):Researchers
0:00:56 Data Engineer
0:01:11 Data Analyst
0:02:02 Other (Please Specify):Senior Business Analyst
0:01:13 Data Analyst
0:01:59 Data Analyst
0:03:18 Data Analyst
0:01:24 Data Analyst
0:01:49 Data Analyst
0:01:39 Data Analyst
0:02:30 Other (Please Specify):Data Coordinator
0:02:06 Data Analyst
0:02:20 Other (Please Specify):Student working as a data analyst
0:01:02 Data Analyst
0:01:53 Data Analyst
0:01:36 Data Engineer
0:05:32 Other (Please Specify):Driver
0:02:06 Data Analyst
0:01:22 Data Scientist
0:01:00 Data Analyst
0:01:56 Data Analyst
10:34:43 Data Analyst
0:02:26 Student/Looking/None
0:02:17 Other (Please Specify):Data manager
0:02:40 Data Analyst
0:02:38 Data Analyst
0:02:38 Other (Please Specify):GIS Analyst
0:02:29 Data Analyst
0:03:55 Other (Please Specify):Business Analyst
0:01:53 Data Engineer
0:05:09 Student/Looking/None
0:03:26 Data Analyst
0:03:17 Data Analyst
0:02:21 Data Analyst
0:03:25 Data Analyst
0:09:42 Data Analyst
0:01:23 Data Analyst
0:03:19 Data Engineer
0:01:19 Data Analyst
0:01:07 Student/Looking/None
0:01:43 Data Scientist
0:02:37 Data Analyst
0:02:25 Data Analyst
0:01:35 Data Scientist
0:04:47 Other (Please Specify):Business Intelligence Analyst
0:01:03 Data Engineer
0:01:37 Data Engineer
0:01:37 Data Analyst
0:01:54 Data Analyst
0:01:43 Data Analyst
0:01:35 Data Analyst
0:01:31 Data Analyst
0:01:20 Student/Looking/None
0:01:58 Other (Please Specify):BI consultant
0:03:34 Student/Looking/None
0:01:29 Data Analyst
0:01:57 Data Analyst
0:01:34 Data Analyst
0:03:19 Data Analyst
0:01:41 Data Analyst
0:01:11 Data Analyst
0:03:44 Data Analyst
0:02:11 Data Engineer
0:01:57 Data Analyst
0:02:42 Student/Looking/None
0:01:31 Other (Please Specify):DBA
0:01:52 Data Analyst
0:02:16 Data Analyst
0:03:02 Other (Please Specify):Data Steward
0:01:20 Data Analyst
0:01:52 Student/Looking/None
0:02:10 Data Scientist
0:01:42 Data Analyst
0:01:20 Other (Please Specify):Analytics Manager
0:01:35 Student/Looking/None
0:01:57 Student/Looking/None
0:02:48 Data Analyst
0:01:56 Data Analyst
0:01:43 Data Engineer
0:01:46 Data Analyst
0:01:52 Data Analyst
0:10:34 Student/Looking/None
0:02:53 Data Analyst
0:01:49 Student/Looking/None
0:02:39 Data Analyst
0:03:50 Data Analyst
0:03:59 Other (Please Specify):Technical consulta
0:02:04 Other (Please Specify):Software Engineer, AI
0:01:46 Data Analyst
0:02:29 Data Scientist
0:01:58 Other (Please Specify):Systems configuration
0:01:37 Other (Please Specify):Business Analyst
0:04:36 Other (Please Specify):Sales & marketing
0:03:16 Data Analyst
0:04:53 Other (Please Specify):RF Engineer
0:01:58 Other (Please Specify):Support Engineer
0:01:30 Other (Please Specify):Analytics Engineer
0:02:51 Data Analyst
0:01:47 Data Engineer
0:03:06 Data Analyst
0:01:00 Data Analyst
0:02:04 Data Analyst
0:04:45 Data Scientist
0:03:29 Data Analyst
0:01:50 Data Analyst
0:02:49 Data Analyst
0:03:13 Student/Looking/None
0:01:09 Other (Please Specify):Account manager
0:01:26 Data Analyst
0:01:26 Data Analyst
0:01:12 Other (Please Specify):Incident Manager
0:01:34 Other (Please Specify):Product owner
0:02:45 Student/Looking/None
0:00:43 Data Scientist
0:02:58 Other (Please Specify):Business Analyst
0:01:08 Database Developer
0:01:21 Data Analyst
0:02:01 Data Analyst
0:02:52 Other (Please Specify):Presales Engineer
0:01:18 Data Analyst
0:00:59 Other (Please Specify):Predictive Analyst
0:01:04 Data Analyst
0:00:50 Data Analyst
0:01:30 Student/Looking/None
0:01:25 Data Analyst
0:01:33 Student/Looking/None
0:01:46 Data Analyst
0:02:42 Data Analyst
0:00:50 Data Analyst
0:01:57 Data Analyst
0:01:07 Data Analyst
0:01:23 Data Analyst
0:01:45 Data Analyst
0:01:15 Student/Looking/None
0:02:30 Data Analyst
0:02:04 Data Analyst
0:01:13 Data Engineer
0:03:15 Data Analyst
0:00:58 Data Analyst
0:01:54 Student/Looking/None
0:01:22 Data Analyst
0:01:27 Data Analyst
0:02:53 Student/Looking/None
0:01:37 Data Engineer
0:04:29 Student/Looking/None
0:01:05 Data Analyst
0:01:34 Data Analyst
0:01:36 Data Architect
0:00:53 Data Analyst
0:02:07 Student/Looking/None
0:02:07 Data Analyst
0:01:56 Other (Please Specify):Ads operations
0:01:35 Data Analyst
0:02:02 Data Analyst
0:03:16 Data Analyst
0:01:44 Data Analyst
0:01:02 Student/Looking/None
0:02:43 Data Engineer
0:01:26 Data Analyst
0:01:24 Data Analyst
0:02:08 Data Analyst
0:01:56 Data Analyst
0:01:32 Data Analyst
0:02:07 Data Analyst
0:01:06 Data Analyst
0:01:23 Data Engineer
0:03:23 Data Scientist
0:03:51 Other (Please Specify):Power Bi Developer
0:01:15 Student/Looking/None
0:06:20 Data Engineer
0:02:00 Data Analyst
0:02:24 Data Scientist
0:01:49 Data Analyst
0:01:03 Data Analyst
0:02:13 Data Analyst
0:01:10 Data Analyst
0:02:35 Other (Please Specify):Software support
0:02:20 Data Analyst
0:02:50 Data Analyst
0:06:15 Data Analyst
0:01:38 Data Analyst
0:01:17 Data Analyst
0:01:50 Student/Looking/None
0:01:22 Student/Looking/None
0:01:42 Student/Looking/None
0:01:17 Data Analyst
0:12:16 Student/Looking/None
0:02:11 Student/Looking/None
0:01:29 Data Analyst
0:02:41 Data Analyst
0:01:20 Data Scientist
0:01:11 Data Analyst
0:02:14 Data Analyst
0:01:24 Other (Please Specify):Investigation specialist
0:03:50 Other (Please Specify):Director
0:01:38 Data Analyst
0:01:26 Data Analyst
0:02:06 Other (Please Specify):Data Manager
0:01:32 Data Analyst
0:01:20 Data Analyst
0:01:47 Student/Looking/None
0:02:05 Other (Please Specify):Analytics Engineer
0:01:20 Student/Looking/None
0:01:52 Student/Looking/None
0:01:24 Data Analyst
0:01:47 Data Analyst
0:01:40 Student/Looking/None
0:03:57 Data Analyst
0:02:21 Student/Looking/None
0:02:06 Data Analyst
0:01:54 Other (Please Specify):SAP Security Analyst
0:02:28 Data Analyst
0:03:25 Other (Please Specify):BI Manager
0:01:33 Database Developer
0:01:24 Data Analyst
0:01:11 Student/Looking/None
0:01:20 Database Developer
0:00:50 Data Analyst
0:03:12 Other (Please Specify):Data Scientist Intern
0:04:43 Student/Looking/None
0:02:17 Data Engineer
0:01:19 Data Analyst
 Q2 - Did you switch careers into Data? Q3 - Current Yearly Salary (in USD)

Yes 106k-125k
No 41k-65k
No 0-40k
Yes 150k-225k
Yes 41k-65k
Yes 0-40k
Yes 0-40k
Yes 125k-150k
Yes 86k-105k
Yes 41k-65k
Yes 66k-85k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 41k-65k
Yes 41k-65k
Yes 0-40k
Yes 0-40k
No 41k-65k
No 0-40k
Yes 41k-65k
Yes 106k-125k
Yes 0-40k
No 0-40k
No 0-40k
No 0-40k
No 66k-85k
Yes 106k-125k
No 86k-105k
Yes 0-40k
Yes 41k-65k
Yes 66k-85k
Yes 0-40k
No 125k-150k
No 41k-65k
No 41k-65k
No 0-40k
Yes 86k-105k
Yes 0-40k
Yes 41k-65k
Yes 41k-65k
Yes 0-40k
No 41k-65k
Yes 0-40k
Yes 0-40k
Yes 86k-105k
No 66k-85k
Yes 66k-85k
Yes 41k-65k
Yes 150k-225k
No 0-40k
Yes 0-40k
No 66k-85k
Yes 0-40k
Yes 66k-85k
No 41k-65k
No 0-40k
Yes 41k-65k
Yes 0-40k
No 0-40k
No 66k-85k
Yes 41k-65k
No 0-40k
No 0-40k
No 0-40k
Yes 41k-65k
No 41k-65k
Yes 41k-65k
No 86k-105k
Yes 106k-125k
No 0-40k
Yes 0-40k
Yes 106k-125k
Yes 0-40k
Yes 0-40k
No 86k-105k
Yes 106k-125k
Yes 41k-65k
Yes 0-40k
No 125k-150k
No 41k-65k
Yes 41k-65k
Yes 66k-85k
Yes 66k-85k
Yes 0-40k
Yes 0-40k
No 66k-85k
No 0-40k
Yes 41k-65k
Yes 66k-85k
No 41k-65k
No 66k-85k
No 86k-105k
No 41k-65k
No 0-40k
Yes 41k-65k
Yes 41k-65k
Yes 41k-65k
Yes 41k-65k
No 86k-105k
Yes 41k-65k
Yes 66k-85k
Yes 41k-65k
Yes 0-40k
No 0-40k
Yes 0-40k
Yes 41k-65k
Yes 106k-125k
No 41k-65k
Yes 0-40k
Yes 0-40k
Yes 150k-225k
Yes 66k-85k
No 0-40k
Yes 86k-105k
No 41k-65k
No 86k-105k
No 0-40k
Yes 41k-65k
Yes 66k-85k
Yes 66k-85k
No 0-40k
Yes 66k-85k
No 41k-65k
Yes 0-40k
Yes 41k-65k
No 0-40k
Yes 86k-105k
No 0-40k
Yes 66k-85k
No 41k-65k
Yes 106k-125k
Yes 0-40k
No 0-40k
Yes 66k-85k
No 41k-65k
Yes 41k-65k
Yes 66k-85k
Yes 0-40k
Yes 0-40k
Yes 66k-85k
Yes 66k-85k
No 0-40k
Yes 66k-85k
Yes 0-40k
No 150k-225k
Yes 0-40k
No 0-40k
Yes 106k-125k
No 41k-65k
No 41k-65k
No 86k-105k
Yes 41k-65k
Yes 41k-65k
No 41k-65k
Yes 41k-65k
No 41k-65k
No 0-40k
No 125k-150k
Yes 41k-65k
No 106k-125k
No 0-40k
Yes 41k-65k
Yes 0-40k
Yes 0-40k
No 41k-65k
No 66k-85k
Yes 86k-105k
Yes 66k-85k
Yes 66k-85k
Yes 0-40k
Yes 41k-65k
No 150k-225k
Yes 125k-150k
Yes 41k-65k
No 66k-85k
No 66k-85k
No 66k-85k
No 0-40k
No 86k-105k
No 86k-105k
No 41k-65k
Yes 0-40k
Yes 0-40k
No 66k-85k
No 66k-85k
No 86k-105k
Yes 41k-65k
No 0-40k
No 0-40k
Yes 0-40k
Yes 0-40k
No 0-40k
No 0-40k
No 150k-225k
No 66k-85k
Yes 66k-85k
No 106k-125k
No 0-40k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 86k-105k
No 41k-65k
No 41k-65k
Yes 0-40k
No 86k-105k
No 0-40k
Yes 0-40k
No 125k-150k
No 0-40k
Yes 0-40k
Yes 66k-85k
Yes 0-40k
No 0-40k
No 0-40k
No 0-40k
Yes 150k-225k
Yes 66k-85k
Yes 41k-65k
Yes 66k-85k
Yes 0-40k
No 0-40k
Yes 0-40k
No 0-40k
No 66k-85k
Yes 0-40k
No 0-40k
Yes 66k-85k
Yes 0-40k
Yes 0-40k
Yes 66k-85k
Yes 0-40k
No 0-40k
Yes 0-40k
Yes 41k-65k
No 125k-150k
Yes 125k-150k
Yes 0-40k
Yes 0-40k
Yes 66k-85k
Yes 66k-85k
No 41k-65k
Yes 41k-65k
No 86k-105k
No 0-40k
Yes 0-40k
No 0-40k
Yes 0-40k
No 0-40k
Yes 0-40k
No 0-40k
No 0-40k
No 0-40k
No 41k-65k
Yes 41k-65k
No 41k-65k
Yes 66k-85k
No 0-40k
Yes 125k-150k
No 0-40k
No 66k-85k
No 41k-65k
No 86k-105k
No 41k-65k
Yes 86k-105k
No 0-40k
Yes 0-40k
No 106k-125k
Yes 0-40k
Yes 66k-85k
No 66k-85k
No 0-40k
No 41k-65k
Yes 106k-125k
Yes 0-40k
No 41k-65k
Yes 66k-85k
No 0-40k
Yes 0-40k
No 0-40k
No 41k-65k
Yes 41k-65k
Yes 0-40k
Yes 86k-105k
Yes 66k-85k
Yes 41k-65k
Yes 0-40k
Yes 41k-65k
Yes 0-40k
Yes 41k-65k
Yes 0-40k
No 0-40k
Yes 0-40k
No 86k-105k
Yes 41k-65k
Yes 66k-85k
Yes 0-40k
Yes 41k-65k
Yes 86k-105k
Yes 106k-125k
Yes 66k-85k
Yes 41k-65k
No 0-40k
Yes 66k-85k
Yes 125k-150k
Yes 0-40k
No 66k-85k
No 86k-105k
Yes 41k-65k
Yes 0-40k
No 41k-65k
Yes 0-40k
No 41k-65k
Yes 0-40k
Yes 0-40k
No 0-40k
Yes 0-40k
No 0-40k
No 41k-65k
No 106k-125k
Yes 41k-65k
No 150k-225k
Yes 66k-85k
Yes 41k-65k
No 41k-65k
Yes 66k-85k
Yes 0-40k
No 86k-105k
Yes 0-40k
No 0-40k
Yes 106k-125k
No 66k-85k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 0-40k
Yes 86k-105k
Yes 66k-85k
Yes 0-40k
Yes 66k-85k
Yes 86k-105k
Yes 0-40k
Yes 41k-65k
Yes 0-40k
No 41k-65k
No 66k-85k
Yes 0-40k
No 41k-65k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 0-40k
Yes 0-40k
No 41k-65k
Yes 86k-105k
Yes 0-40k
No 0-40k
Yes 0-40k
Yes 0-40k
No 0-40k
Yes 0-40k
Yes 0-40k
No 41k-65k
Yes 41k-65k
Yes 0-40k
No 66k-85k
Yes 41k-65k
Yes 0-40k
Yes 86k-105k
Yes 0-40k
No 66k-85k
No 0-40k
Yes 0-40k
No 66k-85k
Yes 0-40k
No 0-40k
Yes 66k-85k
Yes 0-40k
Yes 225k+
No 0-40k
No 0-40k
No 0-40k
Yes 0-40k
No 0-40k
Yes 86k-105k
No 150k-225k
No 66k-85k
Yes 0-40k
Yes 86k-105k
Yes 86k-105k
No 41k-65k
No 41k-65k
No 0-40k
Yes 125k-150k
Yes 106k-125k
Yes 86k-105k
Yes 0-40k
No 0-40k
Yes 41k-65k
Yes 41k-65k
Yes 0-40k
Yes 86k-105k
No 41k-65k
No 125k-150k
Yes 0-40k
No 41k-65k
No 0-40k
Yes 0-40k
Yes 106k-125k
Yes 41k-65k
No 0-40k
Yes 86k-105k
Yes 106k-125k
Yes 66k-85k
Yes 0-40k
Yes 86k-105k
No 41k-65k
Yes 66k-85k
No 66k-85k
No 41k-65k
Yes 0-40k
No 0-40k
Yes 0-40k
No 0-40k
No 0-40k
Yes 106k-125k
Yes 41k-65k
No 0-40k
Yes 150k-225k
Yes 0-40k
No 66k-85k
No 41k-65k
Yes 0-40k
No 41k-65k
Yes 41k-65k
Yes 86k-105k
No 106k-125k
Yes 0-40k
Yes 86k-105k
No 0-40k
No 0-40k
Yes 0-40k
Yes 41k-65k
No 86k-105k
Yes 41k-65k
Yes 66k-85k
No 0-40k
Yes 86k-105k
Yes 66k-85k
Yes 66k-85k
Yes 106k-125k
Yes 66k-85k
No 41k-65k
Yes 225k+
No 106k-125k
Yes 41k-65k
Yes 41k-65k
No 0-40k
Yes 41k-65k
No 0-40k
Yes 0-40k
No 0-40k
Yes 66k-85k
Yes 86k-105k
Yes 66k-85k
No 0-40k
No 0-40k
Yes 86k-105k
Yes 0-40k
Yes 66k-85k
Yes 41k-65k
Yes 0-40k
No 66k-85k
Yes 106k-125k
Yes 41k-65k
No 66k-85k
Yes 41k-65k
No 0-40k
No 41k-65k
Yes 0-40k
Yes 125k-150k
No 0-40k
No 0-40k
No 41k-65k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 0-40k
Yes 0-40k
No 41k-65k
Yes 0-40k
Yes 41k-65k
No 0-40k
Yes 0-40k
Yes 86k-105k
Yes 66k-85k
Yes 41k-65k
Yes 66k-85k
Yes 0-40k
Yes 0-40k
Yes 41k-65k
No 0-40k
No 0-40k
No 106k-125k
Yes 41k-65k
No 0-40k
No 41k-65k
Yes 66k-85k
Yes 41k-65k
Yes 41k-65k
Yes 0-40k
Yes 0-40k
Yes 0-40k
Yes 0-40k
Yes 66k-85k
Yes 41k-65k
Yes 66k-85k
Yes 41k-65k
No 41k-65k
No 0-40k
Yes 150k-225k
No 41k-65k
Yes 0-40k
No 0-40k
No 41k-65k
No 0-40k
Yes 106k-125k
No 41k-65k
Yes 0-40k
Yes 41k-65k
No 0-40k
Yes 41k-65k
Yes 0-40k
Yes 41k-65k
Yes 0-40k
Yes 0-40k
Yes 0-40k
Yes 125k-150k
Yes 86k-105k
Yes 86k-105k
No 0-40k
Yes 66k-85k
Yes 66k-85k
No 150k-225k
Yes 66k-85k
No 86k-105k
No 0-40k
No 66k-85k
No 0-40k
Yes 0-40k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 41k-65k
No 86k-105k
Yes 0-40k
No 0-40k
No 0-40k
Yes 41k-65k
No 86k-105k
No 41k-65k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 41k-65k
Yes 66k-85k
Yes 0-40k
No 66k-85k
No 0-40k
Yes 86k-105k
No 0-40k
Yes 66k-85k
No 66k-85k
Yes 125k-150k
Yes 41k-65k
No 0-40k
Yes 0-40k
Yes 41k-65k
No 41k-65k
No 0-40k
Yes 66k-85k
Yes 0-40k
Yes 0-40k
No 41k-65k
Yes 41k-65k
Yes 0-40k
Yes 125k-150k
No 41k-65k
Yes 66k-85k
No 0-40k
Yes 0-40k
No 0-40k
Yes 41k-65k
Yes 0-40k
Yes 0-40k
Yes 66k-85k
No 0-40k
Yes 0-40k
Yes 41k-65k
No 0-40k
No 0-40k
No 150k-225k
No 0-40k
No 86k-105k
No 41k-65k
No 41k-65k
No 86k-105k
No 66k-85k
Yes 41k-65k
Yes 0-40k
Yes 0-40k
Yes 0-40k
No 106k-125k
Yes 0-40k
Yes 0-40k
No 0-40k
Yes 0-40k
Yes 0-40k
No 41k-65k
No 106k-125k
Yes 41k-65k
Yes 106k-125k
No 0-40k
Yes 0-40k
Yes 125k-150k
No 0-40k
Yes 0-40k
No 0-40k
No 41k-65k
 Q4 - What Industry do you work in? Q5 - Favorite Programming Language

Healthcare Python
Finance R
Other (Please Specify):Clean Energy Python
Finance R
Healthcare R
Other (Please Specify):Coworking space Python
Finance Python
Other (Please Specify):Retail Other:SQL
Healthcare R
Telecommunication Python
Other (Please Specify):Logistics Python
Other (Please Specify):Igaming Python
Tech R
Education Python
Construction R
Finance Python
Tech Python
Other (Please Specify):Retail Python
Tech R
Other (Please Specify):Aviation Python
Finance Python
Tech Other:Mostly use sql but that’s not progr
Healthcare Python
Finance Python
Tech Python
Tech Python
Other (Please Specify):Insurance Other:SQL
Other (Please Specify):Energy Python
Healthcare Other:Qlik sense script
Other (Please Specify):Oil and gas R
Finance Python
Finance Python
Other (Please Specify) Python
Tech Other:SQL
Finance Python
Other (Please Specify):Automotive Python
Tech Python
Healthcare Other:sql
Other (Please Specify):Automotive Python
Construction Python
Other (Please Specify):Utili Other:Power bi
Other (Please Specify):Not working yet JavaScript
Telecommunication Python
Construction Python
Education Python
Other (Please Specify):Manufa Python
Finance Other:SQL
Other (Please Specify):Manufacturing (CheR
Finance Python
Tech Python
Tech Other:sql
Other (Please Specify):Currently studying R
Finance Python
Other (Please Specify):Not working at the Other:If SQL is categorised as a programming language then I will definitely say SQL
Tech Python
Other (Please Specify):Third Party LogisticsC/C++
Tech Python
Other (Please Specify):Automotive Python
Finance Other:I don’t know any
Tech Python
Telecommunication Python
Tech Python
Tech Python
Tech R
Other (Please Specify):Energy Python
Tech Python
Tech Python
Tech Python
Other (Please Specify):Food & Beverage R
Healthcare Python
Tech Python
Telecommunication Python
Tech Other:SQL
Tech Python
Tech Other:Sql
Healthcare Python
Other (Please Specify):Automotive Python
Education R
Tech Python
Tech Python
Healthcare Python
Telecommunication Python
Other (Please Specify):Marketing Python
Education R
Finance Python
Tech Python
Other (Please Specify):Retail Python
Tech R
Other (Please Specify):Advertising Other:Dont require
Other (Please Specify):Logistics Python
Other (Please Specify):Staffing and RecrutiPython
Tech Python
Other (Please Specify):Automotive Python
Healthcare JavaScript
Telecommunication Other
Finance Python
Other (Please Specify):Advertising R
Tech Python
Finance Python
Other (Please Specify):Biotech R
Other (Please Specify):Consulting Python
Other (Please Specify):Consumer Elec Python
Other (Please Specify):Consulting Python
Tech Python
Other (Please Specify):Semiconductor manOther
Healthcare Python
Other (Please Specify):Supply Chain - wareOther:Knowledge of Excel and SQL yet
Finance Python
Finance Python
Tech C/C++
Tech Python
Finance Python
Other (Please Specify):Distribution Other:SQL
Other (Please Specify) Python
Finance Other:I don't use programming in my role
Tech R
Finance Python
Other (Please Specify):Customer Service Python
Other (Please Specify):Ecom JavaScript
Other (Please Specify):Consulti Python
Healthcare Other:Excel/SQL
Other (Please Specify):State Government R
Other (Please Specify):Marketing Python
Tech R
Other (Please Specify):Culture Python
Education Other:unknown
Tech Python
Tech R
Tech Python
Education R
Healthcare Python
Healthcare R
Tech Python
Other (Please Specify):Government R
Other (Please Specify):Distribution R
Other (Please Specify):Manufacturing Python
Healthcare R
Healthcare Python
Finance C/C++
Healthcare Python
Healthcare Other:SQL
Tech Python
Education Python
Finance Other:SQL
Telecommunication Python
Tech R
Finance Other:SQL Postgres
Tech Python
Other (Please Specify):Cons Other:DAX
Other (Please Specify):Wholesale R
Healthcare R
Healthcare R
Other (Please Specify):Energy Python
Other (Please Specify):Government progr Python
Healthcare R
Tech Python
Other (Please Specify):Supply Chain R
Finance Other:Sql
Finance Other:SQL
Finance Python
Healthcare Other
Tech Python
Telecommunication R
Tech Python
Tech Python
Other (Please Specify):Entertainment R
Construction Python
Healthcare Other:Vba
Other (Please Specify):Retail Python
Other (Please Specify):Aerospace Python
Tech R
Other (Please Specify):Foodservice FranchiPython
Tech Python
Telecommunication Python
Finance Python
Healthcare Python
Healthcare Python
Tech Python
Healthcare Python
Other (Please Specify):Government Other:Stata
Tech Python
Construction Other:Excel
Healthcare R
Education Python
Finance Python
Tech Python
Other (Please Specify):Entertainment Python
Other (Please Specify):Insurance Python
Finance Python
Other (Please Specify):Logistics Python
Telecommunication R
Tech Python
Finance Other:I currently do not work with progr
Finance Python
Finance Other
Other (Please Specify):Energy (oil and gas)Other:Altery
Tech Python
Finance Python
Other (Please Specify):Market research Python
Finance C/C++
Tech Python
Healthcare Python
Telecommunication Other:None
Other (Please Specify):Government Other
Other (Please Specify) Python
Education Python
Other (Please Specify):hospitality Other:c#
Tech Python
Telecommunication Python
Tech Python
Education R
Tech Python
Finance Python
Finance Python
Other (Please Specify):Automotive Other:None
Real Estate Python
Healthcare Python
Education Other:SQL
Other (Please Specify):Chemical ManufactPython
Tech Python
Other (Please Specify):Poultry Python
Telecommunication R
Other (Please Specify):Renewable ResourcR
Finance Python
Healthcare Python
Finance Python
Tech Python
Other (Please Specify):Customer service Other:Just started learning
Other (Please Specify): Manufacturering Python
Finance Python
Other (Please Specify):sports Python
Other (Please Specify):fashion/online stor Python
Tech Python
Other (Please Specify):I am a student Python
Healthcare Python
Healthcare R
Finance Python
Other (Please Specify):Retail Python
Other (Please Specify):Marketing Other:Sql
Other (Please Specify):Manufacturing Python
Finance Python
Tech Python
Finance Python
Other (Please Specify):Hospitality Python
Agriculture Python
Other (Please Specify):Marketing R
Finance Python
Tech Python
Construction Python
Other (Please Specify):Medical industry Python
Finance Python
Tech Python
Tech R
Other (Please Specify):Management Python
Education Python
Other (Please Specify):Warehouse Python
Other (Please Specify):Non profit Animal Python
Other (Please Specify):Consulting Other:i mean, i mostly work in SQL and its
Other (Please Specify):Insurance Python
Healthcare Python
Other (Please Specify):none JavaScript
Other (Please Specify):Social work Python
Healthcare Python
Tech Python
Finance Python
Other (Please Specify):E-commerce Python
Tech Python
Other (Please Specify):IT Python
Other (Please Specify) Java
Tech Python
Healthcare Other
Other (Please Specify):Legal Python
Other (Please Specify):Media & advertisingPython
Agriculture Other:SQL
Other (Please Specify):Aviation Other:SAS
Education Python
Healthcare Python
Other (Please Specify):Utilities R
Other (Please Specify):Audit Firm Python
Other (Please Specify):Sports Python
Other (Please Specify):E-commerce Python
Other (Please Specify):Sports/Marketing R
Healthcare Other:None
Education Python
Other (Please Specify):Consulting Other:NA
Other (Please Specify):Nonprofit Python
Tech Python
Tech Python
Healthcare Other:Mainly use Excel
Tech Python
Healthcare R
Tech R
Real Estate R
Tech Python
Healthcare Python
Other (Please Specify):Law Enforcement Other:DAX
Other (Please Specify):last mile delivery logPython
Tech Python
Finance R
Other (Please Specify):Retail Python
Other (Please Specify):Manufacturing R
Finance Python
Other (Please Specify):Arrosp Python
Finance Python
Finance R
Healthcare Python
Other (Please Specify):Demography and Soci Other:SQL
Education Other:SQL
Other (Please Specify):Marketing Python
Other (Please Specify):Consulti Python
Other (Please Specify):i`m currently stude R
Tech C/C++
Finance Python
Tech Other:SQL
Finance Python
Tech Python
Finance Python
Finance Python
Finance Python
Healthcare Other:SQL
Education Python
Healthcare Python
Other (Please Specify) Python
Other (Please Specify):Oil and gas R
Tech Python
Education Other:SQL because that is all I know really w
Healthcare Python
Other (Please Specify):None Python
Healthcare Python
Other (Please Specify):Manuf Python
Other (Please Specify):Student Other:Sql
Construction Other:VBA
Tech Python
Healthcare R
Other (Please Specify):Automobile IndustrPython
Tech Python
Real Estate Python
Other (Please Specify):Distribution R
Agriculture Other:SQL
Finance Python
Healthcare Python
Other (Please Specify):Fmcg Python
Other (Please Specify):Market research R
Other (Please Specify):NGO - Legislation R
Other (Please Specify):Culinary Python
Other (Please Specify):Retail Python
Other (Please Specify):Marketing Python
Finance Python
Education R
Telecommunication Other:Sql
Finance Python
Other (Please Specify):Consulting Python
Other (Please Specify):none Python
Tech Python
Education Python
Healthcare Other
Tech Python
Education Python
Healthcare Python
Tech Python
Other (Please Specify):Customer support Python
Healthcare Python
Education Python
Healthcare Python
Finance Python
Tech Python
Healthcare Python
Healthcare Python
Other (Please Specify):Cosmetics Python
Other (Please Specify):Digital Mar Other:SQL
Tech Python
Real Estate Other:SQL
Other (Please Specify):Home maker Python
Finance Python
Finance Other:None
Healthcare Python
Construction R
Finance Python
Healthcare Python
Tech R
Other (Please Specify):I am student. R
Finance Other:MATLAB
Tech R
Other (Please Specify):Manufacturing R
Other (Please Specify):Unemployed, tryingR
Tech R
Other (Please Specify):Retail Python
Healthcare Python
Other (Please Specify):Retail Python
Healthcare Python
Other (Please Specify):Government Other:SAS
Healthcare C/C++
Other (Please Specify):Utilities Python
Tech R
Finance Python
Other (Please Specify):Retail R
Tech R
Telecommunication Python
Tech Python
Tech Python
Tech Python
Tech Python
Other (Please Specify):Logistics JavaScript
Other (Please Specify):Consulting R
Healthcare R
Other (Please Specify):Maritime Other:Sql
Finance R
Finance Python
Finance Python
Tech Python
Healthcare R
Other (Please Specify):Ecommerce Other:Sql
Healthcare R
Tech Python
Tech Python
Tech Python
Real Estate Python
Other (Please Specify):Electronics Python
Education R
Other (Please Specify):Logistics and warehPython
Other (Please Specify):Utilities Python
Finance Python
Finance Python
Tech Python
Other (Please Specify):Public transport Python
Other (Please Specify):Urbanism R
Tech Other:Sql
Construction Python
Tech Python
Education Python
Other (Please Specify):Reta Python
Education R
Other (Please Specify):Avia Python
Tech Python
Other (Please Specify):State Python
Real Estate R
Healthcare Python
Healthcare Other:SQL
Other (Please Specify):Looking for job R
Healthcare Other:DAX
Finance Python
Healthcare Python
Agriculture Python
Healthcare Other:Sql & plsql
Finance Python
Tech Python
Other (Please Specify):Sensors R
Tech Python
Other (Please Specify):Automotive Python
Other (Please Specify):Supply Chain Python
Healthcare R
Finance Python
Other (Please Specify):Professional ServiceR
Finance Python
Tech Other:Sql
Other (Please Specify):Food and bece Python
Healthcare Python
Other (Please Specify):Research (non-clinciPython
Tech Python
Healthcare Python
Education Python
Tech Python
Education R
Other (Please Specify):Gover Other:SQL
Finance Python
Other (Please Specify):Retail Other:SQL
Healthcare Python
Finance Python
Education Python
Education Python
Real Estate Python
Tech Python
Real Estate Python
Finance Python
Other (Please Specify):Defense Python
Finance Python
Other (Please Specify):Foodservice Python
Healthcare R
Other (Please Specify):Data insights comp Python
Other (Please Specify):Manuf Python
Healthcare Python
Healthcare Python
Other (Please Specify):Not currently workiPython
Education Python
Tech Python
Tech R
Other (Please Specify):Food and Beverage Python
Tech Python
Healthcare Python
Finance Other:SQL
Other (Please Specify):Government AdminiPython
Finance R
Other (Please Specify):Outsourcing Python
Real Estate R
Tech Python
Finance Python
Other (Please Specify):Consulting Python
Other (Please Specify):Cobsukting Python
Other (Please Specify):Insurance Python
Other (Please Specify):Workforce Python
Other (Please Specify):General contractor Python
Construction Other:Php
Telecommunication Python
Tech Python
Tech Other:SQL
Other (Please Specify):Nonprofit Python
Real Estate Python
Other (Please Specify):Police / Emergency Other:DAX
Healthcare Python
Other (Please Specify):Retail Python
Finance Python
Other (Please Specify):Insurance Python
Tech Python
Other (Please Specify):Manufacturing Python
Tech R
Other (Please Specify):Consumer retail Python
Tech Python
Finance Other:SAS SQL
Telecommunication Python
Tech Python
Finance Python
Finance R
Tech Python
Tech Python
Tech Python
Other (Please Specify):Home and living Other:SQL
Telecommunication Python
Healthcare Python
Education Python
Construction Python
Agriculture Python
Telecommunication Python
Other (Please Specify):Insurance Python
Finance Python
Other (Please Specify):Non Profit OrganizaPython
Healthcare Python
Other (Please Specify):Manufacturing Python
Healthcare R
Education Python
Other (Please Specify):Retail Python
Tech Python
Education Python
Healthcare Other:None
Finance Python
Real Estate Python
Other (Please Specify):Air transpo Python
Real Estate Python
Finance Python
Other (Please Specify):Distribution Python
Tech Python
Other (Please Specify):None for now Other:None at the moment
Tech Python
Finance R
Healthcare Other:excel
Finance Python
Other (Please Specify):Energy Python
Other (Please Specify):Retails Python
Tech R
Tech Python
Other (Please Specify):Digital Marketing Other:Sql
Healthcare Python
Other (Please Specify):Homelessness C/C++
Tech Python
Healthcare R
Telecommunication Python
Construction Python
Education Other:SQL
Other (Please Specify):Retail Other:None
Education Python
Finance Python
Other (Please Specify):Energy Python
Tech Python
Tech Python
Education Python
Tech Python
Finance Other:DAX
Construction R
Tech Python
Telecommunication Other:Sql
Tech R
Other (Please Specify):Direct Marketing Python
Tech R
Other (Please Specify):FMCG Python
Other (Please Specify):Taking bootcamp Python
Tech JavaScript
Tech Python
Tech Python
Finance Python
Other (Please Specify):Space & Defense Python
Healthcare Other:SQL
Tech Python
Finance Other:SQL
Tech Python
Tech Python
Tech Python
Other (Please Specify):Automobile (cars) Python
Tech R
Other (Please Specify):Logistics Python
Real Estate Python
Tech Python
Tech R
Other (Please Specify):Ecommerce Python
Finance Other:I do analysis and create presentatio
Tech Python
Tech Python
Tech Other
Agriculture Python
Healthcare Python
Construction Other
Finance Python
Education Python
Other (Please Specify):Interning in Scienc Python
Education Python
Tech Python
Tech Python
Other (Please Specify):Consulting R
Agriculture Other:sql
Tech Python
Other (Please Specify):Beverage and foodsPython
Finance Other:SQL
Other (Please Specify):Transportation Python
Education Other:SQL
Finance Python
Tech R
Telecommunication Python
Other (Please Specify):Retail R
Other (Please Specify):Manufacturing R
Tech Python
Tech Python
Other (Please Specify):Automotive Python
Q6 - How Happy are you in your Current Position with the following? (Salary)

9
1
0
10
1
2
0
10
4
2
10
3
1
3
4
4
1
1
7
1
5
10
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4
7
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6
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5
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1
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a programming language then I will definitely say SQL. Since I am still learning, I can't give a definite answer in relation to the abover menti
6
3
4
6
3
1
4
6
7
2
4
5
6
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4
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2
10
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2
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6
7
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10
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4
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Q6 - How Happy are you in your Current Position with the following? (Work/Life Balance)

9
2
8
6
4
3
6
5
4
0
10
8
10
10
5
10
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nite answer in relation to the abover mentioned but for the sake of choosing I will say R then followed by python
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7
Q6 - How Happy are you in your Current Position with the following? (Coworkers)

7
5
7
7
4
3
6
5
4
3
8
10
9
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5
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Q6 - How Happy are you in your Current Position with the following? (Management)

5
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2
4
1
10
7
1
8
3
5
1
8
5
0
4
5
10
6
0
7
0
 4
9
4
9
5
0
8
5

9
6
4
5
8

5
7
8
3
3
2
6
9
10
4
7
3
1
5
5
5
7
8
4
9
6
1
7
10
5
0
1
10
2
1
8
0
 1
8
6
4
10
4
6
9
4
9
9
4
1
4
4
1
6
3
5
7
3
8
10
1
7
5
5
0
1
9
8
0
9
5
7
5
4

3
5
5
6
1
8
10
9
4
 8
5
4
0
2
9
8
5
10
5
8
4
0
3
6
6
6
4
5
4
9
1
3
6
3
5
3
7
6
7
10
7
9
7
8
1
7
5
1
5
10
3
7
6
6
5
6
 0
2
5
0
7
7
7
3
6
7
7
4

7
8
5
5
8
1
6

7
6
5
3
0
7
5
5
5
9
5

5
1
2
10
5
3
7
6
9
10
0
7
0
3
 2
5
3
4
1
5
10
6
1
6
0
8
10
4
5
10
6
9
5
8
7
7

5
3
5
5
0
6
10
6
4
6
6
2
4
6
6
8
8
6
6
10
5
3
9
5
 5
9
6
4
3
8
6
5
4
2
7
9
5
5
6
7
2
3
5
10
6
3

2
4
5
7
9
1
5
10
7
6
4
10
8
6
7
8
5
8
1
0
4
5
7
5
 0
3
8
2
3
5
7
7
6
3
1
10
6
8
0
0
10
6
8
3
7
10
2
4
9
6
4
8
10
10
8
10
2
2
5
7
4
7
9
1
8
7
4
7
1
2
 7
4
5
5
6
7
9
8
7
8
2
0
2
8
0
5
7
6
7
10
5
9
3
6
6
4
5
4
4
2
5
6
5
3
1
0
3
4
7
7
1
0
6
4
7
8
2
 5
4
4
5
9
3
3
5
9
5
7
9
4
10
2
2
6
1
6
7
5
5
5
10
7
4
7
7

3
2
8
0
6
10
7
5
6
0
5
10
6
4
5
5
10
7
10
8
9
2
8
5
8
8
6
5
6
3
7
5
0
5
6
7
2
6
7
Q6 - How Happy are you in your Current Position with the following? (Upward Mobility)

5
1
7
7
0
3
6
5
5
0
8
7
5
7
4
7
2
4
8
2
5
10
7
4
3
7
5
0
7
0
5
4
7
9
5
8
5
4
3
0
4
0
0
0
2
 6
0
9
6
8
5
6
3

5
0
9
9
3
1
4
9
0
5
5
7
3
9
5
7
6
5
8
5
3
10
5
3
7
2
4
6
7
4
9
5
7
0
5
8
6
0
 3
3
2
9
3
6
5
8
7
7
10
10
8
1
4
3
4
2
6
4
6
0
4
10
5

6
6
8
0
8
5
0
0
3
2
6
8
0
10
6
5
7
2
4
4
3
 4
8
7
0
10
2
5
2
4
10
4
0
9
7
0
5
0
5
6
7
0
3
0
3
8
6
2
2
1
0
10
6
1
10
1
4
2
5
4
0
2
4
4
8
0
9
0
 5
7
4

5
0
8
6
5
7
6
4
5
10

0
7
4
3
3
0
7
7
6
5
8
4
1
3
2
4
6
5
4
10
5
4
8
10
3
0
0
5
2
7
7
4
 1
8
0
2
6
6
8
9
5
7
6
5
1
3
3
1
4
3
4
7
1
6
5
0
4

4
0
2
9
7
0
10
8
5
5
5

3
0
3
9
1
8
9
8
8
 6
5
6
0
2
8
6
5
5
2
8
4
0
7
6
5
6
3
4
4
7
0
1
2
7
8
4
2
6
7
10
7
0
8
10
1
2
3
2
3
7
0
7
5
6
0
4
 0
5
7
0
10
8
5
2
6
1
5
4

10
7
5
5
7
4
4

2
3
5
2
0
7
3
4
5
5
6

1
7
1
5
6
3
7
6
8
10
1
5
0
3
 5
5
2
5
0
6
10
5
1
4
0
8
8
6
5
7
7
4
6
9
5
8

2
2
6
3
0
1
8
6
8
6
6
2
5
5
6
3
8
6
6
9
2
3
9
7
 2
9
5
8
2
9
5
6
7
0
6
4
7
6
6
7
3
3
4
10
5
3

2
4
4
3
6
8
4
10
8
6
3
10
10
5
7
5
2
8
0
0
4
4
6
5
 0
4
10
4
3
0
9
8
6
6
3
10
8
8
0
0
10
3
7
3
7
3
3
5
7
6
3
8
7
10
6
8
2
2
3
3
3
4
5
1
8
7
5
7
0
4
 6
4
5
5
6
8
8
7
6
4
2
0
2
6
0
5
8
7
8
10
4
10
3
7
7
3
2
3
4
3
5
4
5
4
1
0
7
5
7
5
4
0
6
2
7
8
0
 4
6
5
5
8
0
3
6
9
7
8
9
5
4
2
5
4
1
0
4
1
5
0
5
5
4
3
7

3
7
10
1
2
8
5
3
5
0
1
8
6
3
5
1
7
9
10
9
9
4
7
5
6
8
9
4
4
3
7
4
0
4
5
4
1
4
6
Q6 - How Happy are you in your Current Position with the following? (Learning New Things)

7
3
7
10
1
2
5
9
5
4
10
8
10
8
5
5
2
1
3
0
5
10
1
4
8
7
2
2
4
0
3
4
7
9
5
7
6
5
1
0
6
0
3
0
6
 7
8
9
6
10
10
9
7
7
6
3
10
7
3
1
4
8
0
7
6
6
5
9
5
7
2
5
7
1
6
10
5
4
8
4
2
7
8
7
10
9
7
0
6
9
9
4
 6
4
6
8
4
6
6
10
4
7
10
8
10
2
4
4
5
5
6
4
7
5
4
10
9
5
6
7
8
0
8
7
3
0
1
7
4
10
0
10
8
6
8
2
6
4
3
 5
7
9
2
10
2
5
4
5
10
3
6
10
7
7
10
7
6
0
8
10
3
0
7
9
7
0
1
3
9
10
9
1
10
7
6
2
7
4
0
3
5
10
10
0
10
0
 5
9
5
8
7
2
9
6
7
10
6
4
5
10
6
6
7
4

4
0
8
9
10
5
10
0
1
4
8
7
6
6
4
10
6
10
8
10
3
6
1
10
3
9
5
5
 1
10
2
4
7
6
7
10
5
5
8
8
1
5
2
2
3
5
2
7
1
7
10
3
4
4
5
10
1
8
7
1
10
7
7
4
5
0
2
3
2
8
6
10
8
7
10
 8
5
8
0
2
10
10
5
0
1
8
2
0
8
4
10
10
4
5
2
5
2
1
4
9
8
4
2
4
6
3
7
10
7
10
2
4
1
8
3
6
10
8
4
7
0
6
 4
1
10
0
10
8
7
3
8
2
9
8

10
9
6
6
8
2
6

7
5
10
3
0
1
4
6
2
10
6
5
3
8
1
10
6
3
6
7
10
10
3
6
0
4
 7
6
1
1
3
6
10
6
1
4
0
8
10
9
6
5
8
9
6
10
6
8

2
3
5
6
0
5
6
7
4
9
4
3
6
6
4
4
9
7
7
10
4
4
10
8
 3
9
7
1
3
10
7
6
7
3
6
9
10
4
6
9
2
4
4
10
6
4
6
3
5
4
3
8
10
6
10
5
6
5
6
3
6
9
10
4
7
3
2
4
4
7
6
 0
3
10
8
6
0
10
9
6
5
7
10
9
7
0
8
10
9
7
3
9
4
3
6
9
9
2
8
9
10
6
10
2
3
5
2
4
8
3
4
7
7
7
8
0
4
10
 7
4
4
6
7
10
8
8
9
2
3
0
2
7
0
6
8
10
8
8
5
10
5
9
6
6
4
3
6
3
9
6
3
4
1
0
9
6
9
5
5
0
6
0
6
9
4
 4
3
5
5
9
3
4
6
9
9
9
10
3
5
2
9
6
2
0
7
1
6
0
8
6
2
3
7

3
9
10
3
1
9
8
6
5
10
0
10
3
4
3
1
8
10
10
10
9
2
7
9
6
8
4
4
5
4
7
3
0
5
7
6
2
3
8
 Q7 - How difficult was it for you to break into Data?

Very Difficult
Very Difficult
Easy
Very Easy
Difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Very Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Difficult
Very Difficult
Very Difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Easy
Difficult
Difficult
Very Easy
Very Difficult
Very Difficult
Neither easy nor difficult
Difficult
Easy
Difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Very Difficult
Very Difficult
Difficult
Easy
Very Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Easy
Easy
Difficult
Easy
Very Easy
Difficult
Very Difficult
Easy
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Easy
Difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Very Difficult
Very Easy
Easy
Neither easy nor difficult
Easy
Easy
Neither easy nor difficult
Difficult
Easy
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Very Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Very Difficult
Very Difficult
Neither easy nor difficult
Easy
Difficult
Very Easy
Difficult
Neither easy nor difficult
Very Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Very Easy
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Easy
Difficult
Neither easy nor difficult
Easy
Difficult
Difficult
Easy
Difficult
Very Difficult
Neither easy nor difficult
Easy
Easy
Neither easy nor difficult
Difficult
Very Easy
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Very Easy
Neither easy nor difficult
Easy
Very Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Difficult
Difficult
Neither easy nor difficult
Easy
Easy
Difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Difficult
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Very Difficult
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Easy
Difficult
Neither easy nor difficult
Easy
Very Difficult
Very Easy
Difficult
Difficult
Easy
Neither easy nor difficult
Very Difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Very Easy
Neither easy nor difficult
Easy
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Very Easy
Difficult
Difficult
Easy
Neither easy nor difficult
Very Difficult
Difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Very Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Easy
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Very Difficult
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Very Difficult
Neither easy nor difficult
Very Difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Easy
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Very Difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Difficult
Easy
Difficult
Neither easy nor difficult
Very Difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Easy
Very Difficult
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Very Difficult
Easy
Easy
Easy
Very Difficult
Neither easy nor difficult
Easy
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Very Difficult
Very Difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Easy
Difficult
Neither easy nor difficult
Difficult
Difficult
Difficult
Easy
Very Difficult
Difficult
Very Difficult
Neither easy nor difficult
Easy
Easy
Neither easy nor difficult
Difficult
Very Difficult
Very Easy
Neither easy nor difficult
Easy
Very Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Very Difficult
Very Easy
Very Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Very Difficult
Difficult
Easy
Difficult
Neither easy nor difficult
Easy
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Easy
Easy
Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Very Difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Very Easy
Easy
Difficult
Very Easy
Neither easy nor difficult
Neither easy nor difficult
Easy
Easy
Neither easy nor difficult
Neither easy nor difficult
Very Difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Difficult
Neither easy nor difficult
Very Easy
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Very Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Easy
Difficult
Difficult
Neither easy nor difficult
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Difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Difficult
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Easy
Difficult
Neither easy nor difficult
Difficult
Very Easy
Neither easy nor difficult
Easy
Easy
Easy
Difficult
Neither easy nor difficult
Very Difficult
Neither easy nor difficult
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Difficult
Easy
Easy
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Easy
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Very Easy
Easy
Difficult
Difficult
Easy
Easy
Easy
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Easy
Easy
Neither easy nor difficult
Easy
Difficult
Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Very Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Very Difficult
Difficult
Very Difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
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Difficult
Difficult
Easy
Difficult
Very Difficult
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Difficult
Very Easy
Difficult
Neither easy nor difficult
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Very Difficult
Neither easy nor difficult
Easy
Difficult
Easy
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Difficult
Difficult
Difficult
Neither easy nor difficult
Easy
Easy
Difficult
Difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Difficult
Difficult
Neither easy nor difficult
Easy
Very Easy
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
Very Easy
Neither easy nor difficult
Neither easy nor difficult
Neither easy nor difficult
Very Easy
Neither easy nor difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Difficult
Neither easy nor difficult
Neither easy nor difficult
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Easy
Difficult
Neither easy nor difficult
Easy
Neither easy nor difficult
Easy
Neither easy nor difficult
Difficult
Easy
Neither easy nor difficult
Easy
Easy
Difficult
Difficult
Easy
Easy
 Q8 - If you were to look for a new job today, what would be the most important thing to you?

Remote Work
Remote Work
Good Work/Life Balance
Remote Work
Better Salary
Good Work/Life Balance
Better Salary
Remote Work
Better Salary
Better Salary
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Good Culture
Good Culture
Better Salary
Better Salary
Better Salary
Better Salary
Remote Work
Remote Work
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Other (Please Specify):Responsibilities
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Other (Please Specify):Development
Good Work/Life Balance
Better Salary
Better Salary
Remote Work
Better Salary
Better Salary
Good Culture
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Better Salary
Better Salary
Other (Please Specify):Strong organizational data strategy, high-performing team
Better Salary
Remote Work
Remote Work
Good Work/Life Balance
Better Salary
Remote Work
Remote Work
Other (Please Specify):I would say a combination of good work/life balance with a better pay and the exposure t
Other (Please Specify):Currently very happy with where I am.
Better Salary
Better Salary
Good Work/Life Balance
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Good Culture
Remote Work
Remote Work
Better Salary
Good Culture
Better Salary
Better Salary
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Other (Please Specify):My passion is to become a Data analyst
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Remote Work
Good Culture
Good Work/Life Balance
Remote Work
Good Culture
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Remote Work
Better Salary
Other (Please Specify):Different job title, either product owner or consulting
Better Salary
Better Salary
Better Salary
Better Salary
Good Culture
Better Salary
Remote Work
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Good Culture
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Remote Work
Better Salary
Other (Please Specify):Opportunity for advancement
Better Salary
Better Salary
Better Salary
Good Culture
Better Salary
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Better Salary
Remote Work
Good Work/Life Balance
Better Salary
Remote Work
Better Salary
Good Work/Life Balance
Better Salary
Good Culture
Good Work/Life Balance
Good Work/Life Balance
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Good Work/Life Balance
Good Culture
Remote Work
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Good Culture
Better Salary
Good Culture
Other (Please Specify):Want to move from Australia to Canada, so position in desired country
Remote Work
Better Salary
Better Salary
Better Salary
Good Culture
Better Salary
Better Salary
Other (Please Specify):All of the options are important to me when looking for a new job
Good Work/Life Balance
Remote Work
Better Salary
Good Culture
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Remote Work
Good Work/Life Balance
Good Culture
Better Salary
Remote Work
Remote Work
Better Salary
Remote Work
Better Salary
Better Salary
Better Salary
Better Salary
Other (Please Specify):Both Good work / life Balance and Good Culture
Better Salary
Better Salary
Other (Please Specify):an environment that encourages growth like where I work currently and better salary
Better Salary
Good Work/Life Balance
Better Salary
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Remote Work
Better Salary
Remote Work
Better Salary
Remote Work
Better Salary
Good Work/Life Balance
Other (Please Specify):Learning possibilities
Better Salary
Good Work/Life Balance
Good Work/Life Balance
Better Salary
Remote Work
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Remote Work
Good Work/Life Balance
Remote Work
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Better Salary
Good Culture
Remote Work
Better Salary
Good Culture
Remote Work
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Other (Please Specify):Opportunities for growth
Remote Work
Remote Work
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Other (Please Specify):I just started and I don't like programming so much, so I would search for a more "impactiful
Remote Work
Good Work/Life Balance
Remote Work
Good Work/Life Balance
Other (Please Specify):Good opportunities in projects and learnjng
Remote Work
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Good Work/Life Balance
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Remote Work
Good Work/Life Balance
Remote Work
Other (Please Specify):Projects I’m interested in
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Remote Work
Better Salary
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Good Culture
Good Culture
Remote Work
Better Salary
Better Salary
Remote Work
Better Salary
Better Salary
Better Salary
Better Salary
Remote Work
Good Work/Life Balance
Remote Work
Other (Please Specify):Mentorship from leading Data Analyst
Remote Work
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Other (Please Specify):Intresting work
Better Salary
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Good Culture
Remote Work
Better Salary
Remote Work
Other (Please Specify):Mix of better salary, good work/life balance, remote work and good culture
Remote Work
Better Salary
Other (Please Specify):Learning opportunity
Better Salary
Remote Work
Better Salary
Other (Please Specify):Learning New Things
Good Work/Life Balance
Good Work/Life Balance
Good Work/Life Balance
Good Culture
Better Salary
Remote Work
Better Salary
Good Culture
Other (Please Specify):Salary and expo
Better Salary
Good Culture
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Remote Work
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Good Culture
Remote Work
Remote Work
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Remote Work
Remote Work
Remote Work
Good Work/Life Balance
Good Work/Life Balance
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Better Salary
Good Culture
Better Salary
Better Salary
Good Work/Life Balance
Remote Work
Remote Work
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Other (Please Specify):In office work
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Good Work/Life Balance
Good Work/Life Balance
Better Salary
Good Culture
Remote Work
Better Salary
Good Culture
Good Work/Life Balance
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Good Culture
Good Work/Life Balance
Good Work/Life Balance
Better Salary
Better Salary
Good Culture
Good Culture
Good Culture
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Better Salary
Other (Please Specify):Learning new skills
Good Culture
Remote Work
Better Salary
Better Salary
Good Culture
Better Salary
Good Culture
Better Salary
Remote Work
Good Work/Life Balance
Better Salary
Better Salary
Remote Work
Better Salary
Better Salary
Better Salary
Better Salary
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Remote Work
Better Salary
Remote Work
Remote Work
Better Salary
Good Work/Life Balance
Remote Work
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Other (Please Specify):Challenging / exciting problems
Remote Work
Better Salary
Remote Work
Better Salary
Better Salary
Other (Please Specify):All of the above
Remote Work
Other (Please Specify):Data Maturity
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Other (Please Specify):Opportunity to learn
Remote Work
Better Salary
Good Culture
Good Work/Life Balance
Better Salary
Good Culture
Other (Please Specify):Better work & remote salary
Better Salary
Remote Work
Good Culture
Remote Work
Remote Work
Good Culture
Good Work/Life Balance
Good Work/Life Balance
Better Salary
Remote Work
Better Salary
Remote Work
Better Salary
Good Culture
Remote Work
Remote Work
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Remote Work
Remote Work
Remote Work
Better Salary
Remote Work
Better Salary
Remote Work
Better Salary
Good Culture
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Good Culture
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Good Culture
Good Work/Life Balance
Remote Work
Good Culture
Better Salary
Remote Work
Good Work/Life Balance
Other (Please Specify):The work
Remote Work
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Remote Work
Good Work/Life Balance
Good Culture
Remote Work
Better Salary
Remote Work
Better Salary
Better Salary
Good Culture
Better Salary
Good Culture
Better Salary
Good Work/Life Balance
Remote Work
Good Culture
Better Salary
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Other (Please Specify):Remote too
Better Salary
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Remote Work
Good Work/Life Balance
Good Culture
Better Salary
Better Salary
Better Salary
Remote Work
Other (Please Specify):Collaboration
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Better Salary
Remote Work
Good Culture
Better Salary
Better Salary
Other (Please Specify):Better Tech Stack
Remote Work
Better Salary
Remote Work
Good Work/Life Balance
Good Work/Life Balance
Remote Work
Better Salary
Remote Work
Remote Work
Good Work/Life Balance
Better Salary
Better Salary
Remote Work
Better Salary
Good Culture
Good Work/Life Balance
Better Salary
Good Culture
Better Salary
Remote Work
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Remote Work
Better Salary
Better Salary
Better Salary
Better Salary
Good Work/Life Balance
Better Salary
Better Salary
Good Work/Life Balance
Good Culture
Better Salary
Better Salary
Better Salary
Better Salary
Other (Please Specify):Career Advancedment
Remote Work
 Q9 - Male/Female? Q10 - Current Age Q11 - Which Country do you live in?

Male 26 United States

Male 36 Canada
Male 23 Other (Please Specify):Nigeria
Female 35 Canada
Male 44 United States
Male 33 Other (Please Specify):Republic democratic of Congo
Male 24 Other (Please Specify)
Male 35 United States
Male 35 United States
Male 28 United States
Male 37 Canada
Male 32 Other (Please Specify):Serbia
Male 34 Other (Please Specify):Argentina
Male 30 United Kingdom
Male 31 United States
Male 29 United States
Male 22 Other (Please Specify):Niger
Male 23 United States
Female 26 Canada
Male 28 Other (Please Specify):Nigeria
Male 29 Other (Please Specify):Kenya
Female 31 United States
Male 28 Other (Please Specify):Azerbaijan
Male 32 Other (Please Specify):Argentina
Male 24 Other (Please Specify):Sudan
Male 31 India
Male 23 United States
Female 33 United States
Male 43 United States
Female 23 Other (Please Specify):Nigeria
Male 31 United States
Male 31 United Kingdom
Male 25 India
Male 43 United States
Female 26 Canada
Male 32 Other (Please Specify):Japan
Male 31 Other (Please Specify):Greece
Male 29 United States
Male 24 Other (Please Specify):Perú
Male 34 United States
Male 42 Other (Please Specify):Australia
Female 40 United States
Male 43 Other (Please Specify):Spain
Male 23 Other (Please Specify):Kenya
Male 23 Other (Please Specify):Japan
Male 28 United States
Male 32 United States
Female 41 United States
Male 33 United Kingdom
Male 38 United States
Female 22 India
Male 36 Other (Please Specify):Barbados
Female 28 United States
Male 30 Other (Please Specify):South Africa
Female 24 United States
Male 29 United States
Male 29 Other (Please Specify):Colombia
Male 38 Other (Please Specify):Germany
Male 31 Other (Please Specify):Bulgaria
Male 25 United States
Male 24 United States
Male 28 Other (Please Specify):Turkey
Female 23 India
Male 21 Other (Please Specify):Spain
Male 29 Other (Please Specify):France
Male 25 United States
Male 27 Other (Please Specify):Germany
Male 23 India
Male 32 United States
Male 22 India
Male 25 Other (Please Specify):Thailand
Female 36 Other (Please Specify):Germany
Female 27 United States
Male 23 India
Male 26 Other (Please Specify):Netherlands
Female 33 United States
Male 27 Other (Please Specify):Turkey
Male 42 United States
Male 29 Other (Please Specify):Spain
Female 27 United States
Female 39 United States
Male 31 Other (Please Specify):Denmark
Male 29 Other (Please Specify):Brazil
Male 31 United States
Male 30 Other (Please Specify):Mexico
Male 33 Other (Please Specify):Mexico
Male 25 United States
Male 23 India
Male 33 United States
Male 35 Other (Please Specify):Chile
Female 42 Other (Please Specify):Greece
Male 25 United States
Male 23 United States
Female 51 United States
Male 30 United Kingdom
Male 23 India
Male 24 Canada
Male 25 Other (Please Specify):Australia
Female 55 United States
Female 30 United States
Male 25 Canada
Male 28 United States
Male 34 United Kingdom
Female 28 Other (Please Specify):Costa Rica
Male 24 Other (Please Specify):Vietnam
Male 31 United States
Male 25 Canada
Female 38 United States
Male 30 Other (Please Specify):Netherlands
Male 25 India
Female 29 Other (Please Specify):Nigeria
Male 21 Other (Please Specify):Portugal
Female 39 United States
Male 25 Other (Please Specify):turkey
Female 42 United States
Male 25 United States
Male 22 United States
Male 23 Other (Please Specify):Colombia
Male 25 Other (Please Specify):Egypt
Male 45 Canada
Male 24 United States
Male 25 United States
Male 26 United States
Male 23 Canada
Female 42 United Kingdom
Female 42 United States
Male 25 India
Male 38 United States
Male 24 Other (Please Specify):Costa Rica
Male 28 United States
Male 21 United States
Male 39 United States
Male 23 Other (Please Specify):Pakistan
Female 23 Other (Please Specify):Australia
Male 30 United States
Male 26 Other (Please Specify):Ireland
Male 37 United States
Female 31 United States
Female 25 Other (Please Specify):South Africa
Female 26 Other (Please Specify):Poland
Male 30 United States
Female 39 United States
Female 28 India
Male 22 United States
Male 28 Other (Please Specify):Mozambique
Male 33 United States
Female 22 Other (Please Specify):Egypt
Male 27 India
Male 37 United States
Male 24 United States
Male 25 United Kingdom
Male 28 United States
Male 32 United Kingdom
Male 29 United States
Female 26 Other (Please Specify):Australia
Male 37 Canada
Male 25 United States
Male 24 Other (Please Specify):Israel
Male 52 United States
Male 27 Other (Please Specify):Singapore
Female 29 United States
Male 42 Other (Please Specify):Brazil
Male 28 United States
Male 44 Other (Please Specify):Costa Rica
Male 23 Other (Please Specify):Spain
Male 27 United States
Male 26 United States
Male 27 United States
Male 33 Canada
Male 28 United States
Male 32 Other (Please Specify):Kenya
Male 34 Canada
Male 28 United States
Male 27 India
Male 22 United States
Male 29 United States
Female 31 United States
Male 28 United States
Male 24 United States
Male 34 United States
Male 23 United States
Male 32 Other (Please Specify):Belgium
Male 29 Other (Please Specify):Argentina
Male 34 Other (Please Specify):Nigeria
Male 24 United Kingdom
Male 30 United States
Male 24 United States
Male 27 United States
Male 21 India
Male 31 Other (Please Specify):UAE
Male 41 Other (Please Specify):Egypt
Male 25 India
Male 24 Other (Please Specify):Nigeria
Male 30 Other (Please Specify): Somalia
Male 33 United States
Male 23 United States
Female 33 United Kingdom
Male 25 United States
Female 27 Other (Please Specify):Kosovo
Male 30 United Kingdom
Male 29 Other (Please Specify):Nigeria
Male 25 India
Male 40 United States
Female 29 Canada
Male 29 India
Male 28 Other (Please Specify):Nigeria
Male 34 United Kingdom
Male 24 Other (Please Specify):Belgium
Male 26 Other (Please Specify):Iraq
Male 28 United States
Male 25 Other (Please Specify):Germany
Male 33 Other (Please Specify):Colombia
Male 30 Other (Please Specify):Ireland
Male 35 India
Male 25 Other (Please Specify):Romania
Male 23 Other (Please Specify):Spain
Male 24 Other (Please Specify):Mexico
Male 27 United States
Male 32 United States
Male 50 Canada
Male 29 United States
Male 41 Other (Please Specify):Peru
Male 23 United States
Male 31 Other (Please Specify):Nigeria
Male 22 Other (Please Specify):Philippines
Male 29 United States
Male 23 Other (Please Specify):Malaysia
Female 24 United States
Male 26 United States
Male 31 India
Male 22 Other (Please Specify):nigeria
Male 31 Other (Please Specify):Germany
Male 27 United States
Female 25 United States
Male 30 Other (Please Specify):Colombia
Male 28 United States
Male 26 United States
Female 32 United States
Female 40 Other (Please Specify):Poland
Male 36 Other (Please Specify):Singapore
Male 35 United States
Male 29 United States
Female 25 Other (Please Specify):Germany
Male 29 United States
Male 26 United States
Male 34 Other (Please Specify):Ghana
Male 26 Other (Please Specify):Egypt
Female 22 India
Female 24 Other (Please Specify):Kenya
Male 26 Other (Please Specify):Costa Rica
Female 34 Other (Please Specify):Portugsl
Male 29 India
Male 21 Other (Please Specify):Nigeria
Female 35 Other (Please Specify):Macedonia
Male 26 United States
Male 28 United States
Female 33 United States
Female 56 United States
Male 23 India
Male 28 United States
Male 21 Other (Please Specify):Egypt
Male 35 United States
Male 29 Other (Please Specify):Irel
Female 23 United States
Male 25 India
Male 27 United States
Male 22 India
Male 22 India
Male 43 United States
Female 32 United States
Female 42 United States
Male 31 United States
Male 25 United Kingdom
Female 25 United States
Male 31 United States
Male 36 Other (Please Specify):Morocco
Female 35 Other (Please Specify):Bulgaria
Male 28 United States
Male 27 Other (Please Specify):Peru
Male 25 Other (Please Specify):Costa Rica
Male 25 Other (Please Specify):Poland
Male 22 United States
Male 38 Other (Please Specify):Germany
Male 27 Other (Please Specify):Kenya
Female 34 Canada
Female 31 United States
Female 33 Canada
Male 23 United States
Female 25 United States
Male 29 Other (Please Specify):Iran
Female 29 United States
Male 31 India
Male 34 Other (Please Specify):South Africa
Male 26 Other (Please Specify):Bangladesh
Female 26 United States
Male 27 United States
Male 26 United States
Female 26 United States
Male 24 United States
Female 28 Other (Please Specify):Ire
Male 29 United States
Female 26 United States
Male 28 United Kingdom
Male 25 Other (Please Specify):France
Female 26 United States
Female 38 United States
Female 20 Other (Please Specify):Nigeria
Female 45 United States
Male 27 Canada
Male 28 Canada
Female 29 Other (Please Specify):Germany
Female 43 Other (Please Specify):Singapore
Male 26 Other (Please Specify):Antigua
Female 47 United States
Male 23 Other (Please Specify):Nigeria
Male 25 Other (Please Specify):Egypt
Male 32 Other (Please Specify):Poland
Female 25 United States
Female 29 Other (Please Specify):Venezuela
Female 33 United States
Male 36 United States
Male 25 United States
Male 38 United States
Male 30 United States
Male 35 United States
Female 42 United States
Male 30 United States
Female 25 Other (Please Specify):Nigeria
Female 28 United States
Male 28 Canada
Male 20 Other (Please Specify):Malaysia
Male 33 United States
Male 23 United States
Female 35 Other (Please Specify):Brazik
Male 22 India
Male 33 India
Male 22 United States
Male 35 United States
Female 37 United States
Male 22 United States
Male 36 United States
Male 26 India
Female 25 Other (Please Specify):South Korea
Female 34 United States
Male 33 Other (Please Specify):Chile
Male 37 United States
Female 54 United States
Male 26 India
Female 27 United States
Male 24 United Kingdom
Male 24 Other (Please Specify):Egypt
Male 27 Other (Please Specify):Panama
Male 25 Other (Please Specify):indonesia
Female 28 United Kingdom
Male 21 United States
Female 28 United States
Male 30 Other (Please Specify):Ghana
Male 24 Other (Please Specify):Angola
Male 26 India
Female 19 Other (Please Specify):Bangladesh
Female 92 India
Male 28 Other (Please Specify):Nigeria
Female 24 India
Male 25 United States
Male 42 United Kingdom
Male 21 India
Male 24 United States
Female 26 United States
Male 30 United Kingdom
Male 27 United States
Male 28 India
Female 29 United Kingdom
Female 26 India
Male 29 Other (Please Specify):Africa (Nigeria)
Male 60 United Kingdom
Male 25 Other (Please Specify):Nigeria
Female 37 Other (Please Specify):Nigeria
Female 30 Canada
Female 27 Other (Please Specify):Nigeria
Male 31 United States
Male 24 United Kingdom
Female 20 United States
Male 24 India
Male 24 Other (Please Specify):Romania
Male 41 Other (Please Specify):Spain
Male 41 United States
Male 43 United States
Female 38 United States
Female 28 Other (Please Specify):Philippines
Female 31 Other (Please Specify):Germany
Female 28 United States
Male 23 United States
Male 25 United Kingdom
Male 26 Other (Please Specify):Poland
Male 35 United States
Male 30 Other (Please Specify):Denmark
Male 35 United Kingdom
Male 28 Other (Please Specify):Panama
Female 24 Other (Please Specify):Nigeria
Female 34 United States
Female 31 Other (Please Specify):Germany
Male 30 United Kingdom
Male 40 United Kingdom
Male 26 United States
Male 25 United States
Male 45 Other (Please Specify):Greece
Male 26 United States
Male 26 India
Male 23 India
Male 25 India
Female 33 United States
Male 33 India
Male 27 United States
Female 28 United States
Male 32 United States
Male 35 India
Male 34 United States
Male 27 Other (Please Specify):Germany
Female 30 United States
Male 34 United States
Female 22 United States
Female 33 India
Female 26 India
Male 28 Other (Please Specify):Argentina
Male 42 United Kingdom
Male 30 Other (Please Specify):Morocco
Male 25 United States
Male 32 United States
Male 31 Other (Please Specify):Germany
Male 30 Other (Please Specify):UAE
Male 23 Canada
Female 31 United Kingdom
Female 29 Other (Please Specify):Fin
Male 24 Other (Please Specify):Nigeria
Male 36 United States
Female 32 United States
Female 36 United States
Male 30 United States
Male 42 Other (Please Specify):Sudan
Male 53 Other (Please Specify):Austr
Male 25 Other (Please Specify):Kenya
Male 23 Other (Please Specify):Leba
Male 36 Other (Please Specify):Saudi Arabia
Male 32 Other (Please Specify):United Arab Emirates
Male 25 United States
Female 35 United Kingdom
Male 26 United States
Male 22 United States
Male 30 Canada
Male 36 United States
Female 30 United States
Male 29 United States
Male 30 United States
Male 24 United States
Male 33 United States
Female 42 United States
Female 36 United States
Male 27 United States
Female 21 India
Female 34 Other (Please Specify):Israel
Male 27 Other (Please Specify):Netherlands
Male 27 Other (Please Specify):France
Male 30 Other (Please Specify):Kenya
Female 33 United States
Male 47 India
Male 27 United States
Male 26 India
Female 35 India
Male 31 United States
Male 25 Other (Please Specify):Zambia
Male 27 United States
Male 32 Other (Please Specify):Netherlands
Male 47 Other (Please Specify):Portugal
Female 30 United States
Female 35 United States
Male 25 United States
Male 27 United States
Female 27 United States
Female 23 India
Male 18 United States
Female 28 Other (Please Specify):Costa Rica
Male 28 United States
Female 26 United States
Male 27 Other (Please Specify):ghana
Female 22 India
Male 27 United States
Male 28 India
Male 25 Other (Please Specify):Nigeria
Male 32 United Kingdom
Male 33 Other (Please Specify):Uruguay
Male 23 Canada
Female 40 Other (Please Specify):Nigeria
Female 28 United Kingdom
Male 26 Other (Please Specify):Nigeria
Female 24 India
Female 40 United States
Male 26 United States
Female 44 United Kingdom
Male 36 United States
Male 30 Other (Please Specify):Costa Rica
Male 48 Other (Please Specify):Indonesia
Female 30 Canada
Male 28 India
Male 25 India
Male 24 United States
Male 31 United States
Male 23 United Kingdom
Female 48 United Kingdom
Male 28 United States
Male 32 United Kingdom
Male 30 Other (Please Specify):Hong Kong
Male 32 Other (Please Specify):TUNISIA
Female 30 Other (Please Specify):Sri lanka
Female 35 Other (Please Specify):Spain
Female 38 United Kingdom
Female 30 United States
Male 48 United States
Male 32 Canada
Male 27 India
Male 27 United Kingdom
Male 24 Other (Please Specify):Kenua
Male 42 United States
Male 24 United States
Male 23 India
Male 26 India
Male 32 Other (Please Specify):Germany
Male 35 Other (Please Specify):Argentina
Male 41 United States
Male 25 United States
Female 28 United States
Male 29 United States
Male 19 United States
Male 27 India
Male 25 Other (Please Specify)
Female 26 Canada
Male 25 Other (Please Specify):Spain
Male 25 Other (Please Specify):Portugal
Male 26 Other (Please Specify):Liberia
Male 35 United States
Male 29 United States
Female 41 United States
Female 22 United States
Male 35 United States
Male 30 Other (Please Specify):SG
Male 37 Canada
Female 28 United States
Male 23 United States
Male 26 United States
Male 25 Other (Please Specify):Australia
Male 23 India
Male 53 Other (Please Specify):Nigeria
Female 33 Other (Please Specify):Romania
Male 39 Other (Please Specify)
Female 22 United Kingdom
Male 24 Other (Please Specify):Germany
Male 31 Canada
Male 25 Other (Please Specify):Aisa
Male 25 India
Male 23 India
Male 23 India
Male 40 United States
Male 29 United States
Male 28 India
Female 28 United Kingdom
Female 26 India
Male 30 Other (Please Specify):Netherlands
Male 27 Other (Please Specify):Australia
Male 28 Other (Please Specify):Nigeria
Female 38 Other (Please Specify):Nigeria
Male 22 Other (Please Specify):Mexico
Male 34 United States
Male 26 Other (Please Specify):Indonesia
Female 26 Canada
Male 25 Other (Please Specify):Greece
Male 34 United States
Female 32 Other (Please Specify):Poland
Male 24 United States
Male 26 Other (Please Specify):Argentine
Female 32 Other (Please Specify):Sweden
Male 40 Other (Please Specify):Portugal
Male 27 United States
Male 28 United States
Male 30 Other (Please Specify):Nigeria
Male 37 United States
Male 32 Other (Please Specify):Australia
Male 24 Other (Please Specify):Saudi Arabia
Male 39 Other (Please Specify):Argentina
Male 34 Other (Please Specify):Australia
Male 27 United States
Male 54 United States
Female 20 India
Male 25 India
Male 33 India
Male 30 United Kingdom
Male 31 Other (Please Specify):Niger
Male 22 Other (Please Specify):France
Female 38 United States
Male 22 Other (Please Specify):Malaysia
Male 33 India
Male 27 Canada
Male 19 Other (Please Specify):Algeria
Male 24 India
Female 58 United States
Male 22 Other (Please Specify):Nigeria
Male 26 Other (Please Specify):Ireland
Female 31 United Kingdom
Male 23 United States
Female 31 United States
Female 24 United States
Male 29 Other (Please Specify):Mexico
Male 26 Other (Please Specify):Indonesia
Male 20 India
Male 23 India
Male 33 United States
Male 26 Other (Please Specify):Nigeria
Male 27 India
Male 22 Other (Please Specify):uzb
Male 23 Other (Please Specify):Spain
Male 28 Other (Please Specify):Mexico
Female 39 Other (Please Specify):Portugal
Male 37 United States
Female 29 United States
Male 42 United States
Female 25 Canada
Male 66 Other (Please Specify):Morocco
Male 26 United States
Male 21 United States
Male 26 Other (Please Specify):Oman
Male 24 Other (Please Specify):Costa Rica
Male 22 United States
 Q12 - Highest Level of Education Q13 - Ethnicity

White or Caucasian
Asian or Asian American
Black or African American
White or Caucasian
Black or African American
democratic of Congo Black or African American
Black or African American
Asian or Asian American
Asian or Asian American
Hispanic or Latino
White or Caucasian
White or Caucasian
Other (Please Specify):Latino with Italian roots
White or Caucasian
White or Caucasian
White or Caucasian
Black or African American
Black or African American
Asian or Asian American
Black or African American
Black or African American
White or Caucasian
White or Caucasian
Hispanic or Latino
Black or African American
Asian or Asian American
White or Caucasian
Asian or Asian American
White or Caucasian
Other (Please Specify):African
Black or African American
White or Caucasian
Asian or Asian American
White or Caucasian
Other (Please Specify):South Asian
White or Caucasian
White or Caucasian
White or Caucasian
Hispanic or Latino
White or Caucasian
Other (Please Specify):Indian
Asian or Asian American
White or Caucasian
Other (Please Specify):Kenyan African
Asian or Asian American
 White or Caucasian
White or Caucasian
White or Caucasian
High School White or Caucasian
Hispanic or Latino
Other (Please Specify):Indian
Bachelors Black or African American
Masters Asian or Asian American
Other (Please Specify):Black African, Zimbabwean Citizen
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Associates Hispanic or Latino
Masters White or Caucasian
Masters White or Caucasian
Masters White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters Hispanic or Latino
Bachelors Other (Please Specify):Human
Bachelors Asian or Asian American
Masters Black or African American
Bachelors Asian or Asian American
Masters Asian or Asian American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Bachelors Black or African American
PhD Hispanic or Latino
Masters White or Caucasian
Associates White or Caucasian
Masters White or Caucasian
Masters Asian or Asian American
Bachelors Hispanic or Latino
Masters White or Caucasian
Bachelors Hispanic or Latino
Masters White or Caucasian
Masters Hispanic or Latino
Masters Hispanic or Latino
Bachelors White or Caucasian
Bachelors Other (Please Specify):Indian
Bachelors Asian or Asian American
Bachelors Hispanic or Latino
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Black or African American
Bachelors Black or African American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Masters Asian or Asian American
Masters Other (Please Specify):Race isn't a thing
Masters White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
Masters Black or African American
Bachelors Asian or Asian American
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
Bachelors Black or African American
Masters White or Caucasian
Bachelors Asian or Asian American
Bachelors White or Caucasian
Masters Hispanic or Latino
Bachelors White or Caucasian
Bachelors White or Caucasian
High School Hispanic or Latino
High School Other (Please Specify):Middleeas
Masters White or Caucasian
Bachelors White or Caucasian
Black or African American
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors Black or African American
Masters Asian or Asian American
Masters White or Caucasian
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors Asian or Asian American
Bachelors White or Caucasian
Masters White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Black or African American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Black or African American
Masters Asian or Asian American
Bachelors Other (Please Specify):Mixed ( Caucasian / African-American )
Bachelors Black or African American
Masters White or Caucasian
Bachelors Other (Please Specify):Half Asian half African
Bachelors Other (Please Specify):Brown
Bachelors Other (Please Specify):Prefer not to ans
Masters White or Caucasian
Masters Asian or Asian American
Masters Black or African American
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
High School White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
Associates White or Caucasian
Masters White or Caucasian
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Masters White or Caucasian
Masters Hispanic or Latino
Bachelors Asian or Asian American
Bachelors Hispanic or Latino
Bachelors Black or African American
Associates Asian or Asian American
Bachelors Asian or Asian American
Bachelors Other (Please Specify):Indian
Bachelors White or Caucasian
Masters White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
Masters Asian or Asian American
Masters White or Caucasian
Bachelors White or Caucasian
Masters White or Caucasian
High School Hispanic or Latino
Bachelors Black or African American
Bachelors White or Caucasian
Bachelors Other (Please Specify):Indian
Masters Hispanic or Latino
Bachelors Other (Please Specify):N/A
Bachelors Asian or Asian American
Masters Black or African American
Bachelors White or Caucasian
Bachelors Asian or Asian American
Bachelors Black or African American
Masters Other (Please Specify):African
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Masters Asian or Asian American
Bachelors White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors Black or African American
Masters Other (Please Specify):Indian
High School Hispanic or Latino
Bachelors Other (Please Specify)
Masters Asian or Asian American
Masters Black or African American
Bachelors White or Caucasian
Masters White or Caucasian
Bachelors Other (Please Specify):Kurdish
Bachelors Hispanic or Latino
Masters White or Caucasian
Bachelors Hispanic or Latino
Masters White or Caucasian
Bachelors Other (Please Specify):Indian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Masters Black or African American
Bachelors Asian or Asian American
Bachelors White or Caucasian
High School White or Caucasian
Bachelors Hispanic or Latino
Associates White or Caucasian
Bachelors Black or African American
Bachelors Native Hawaiian or other Pacific Islander
Masters Hispanic or Latino
Bachelors Other (Please Specify):Indian
High School Hispanic or Latino
Bachelors Black or African American
Bachelors Asian or Asian American
Bachelors Black or African American
Bachelors White or Caucasian
Masters Asian or Asian American
Bachelors Asian or Asian American
Masters Hispanic or Latino
Masters Hispanic or Latino
Bachelors White or Caucasian
Masters White or Caucasian
PhD White or Caucasian
Associates Asian or Asian American
Bachelors Hispanic or Latino
Masters Asian or Asian American
Masters Hispanic or Latino
Bachelors White or Caucasian
Bachelors Black or African American
Bachelors Black or African American
Bachelors White or Caucasian
Bachelors Asian or Asian American
Bachelors Black or African American
Bachelors Hispanic or Latino
Masters White or Caucasian
Bachelors Asian or Asian American
Bachelors Black or African American
Masters White or Caucasian
Bachelors Black or African American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
High School White or Caucasian
Masters Black or African American
Masters Asian or Asian American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors Other (Please Specify):Indian
Bachelors Asian or Asian American
Masters Asian or Asian American
Bachelors Asian or Asian American
Masters Asian or Asian American
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Masters Asian or Asian American
Masters Asian or Asian American
Masters White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Masters White or Caucasian
High School White or Caucasian
Bachelors Black or African American
Bachelors Black or African American
Bachelors White or Caucasian
Masters Black or African American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Masters White or Caucasian
Masters Black or African American
Masters Asian or Asian American
High School Black or African American
Bachelors Other (Please Specify):Bangladeshi
Bachelors White or Caucasian
Masters Black or African American
Bachelors White or Caucasian
Masters Asian or Asian American
Bachelors White or Caucasian
Masters Other (Please Specify):Indian
Bachelors White or Caucasian
Masters Asian or Asian American
Bachelors White or Caucasian
Masters White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
High School Black or African American
Masters Black or African American
Masters Other (Please Specify):Pakistani
Masters Asian or Asian American
Bachelors Other (Please Specify):Russian
High School Asian or Asian American
Bachelors Black or African American
Bachelors Black or African American
Bachelors Black or African American
Bachelors Other (Please Specify):Egyp
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
Masters Asian or Asian American
Bachelors White or Caucasian
Masters White or Caucasian
Masters Other (Please Specify):Half black and half white
Masters Black or African American
Bachelors White or Caucasian
Masters White or Caucasian
Bachelors Black or African American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
High School Asian or Asian American
Masters Hispanic or Latino
Associates White or Caucasian
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Bachelors White or Caucasian
Bachelors White or Caucasian
Masters White or Caucasian
Associates Other (Please Specify):7
Masters White or Caucasian
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
High School White or Caucasian
Bachelors Hispanic or Latino
Bachelors White or Caucasian
High School White or Caucasian
Bachelors Asian or Asian American
Masters Hispanic or Latino
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters Black or African American
Bachelors Asian or Asian American
Bachelors White or Caucasian
Masters Black or African American
Associates Black or African American
Bachelors Other (Please Specify):Indian
High School Asian or Asian American
Masters Asian or Asian American
Bachelors Black or African American
Masters Asian or Asian American
Masters Asian or Asian American
Masters Black or African American
Bachelors Asian or Asian American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Black or African American
Bachelors Asian or Asian American
Bachelors White or Caucasian
Bachelors Asian or Asian American
Bachelors Black or African American
Masters White or Caucasian
Bachelors Black or African American
Masters Other (Please Specify):African
Bachelors Asian or Asian American
Masters Black or African American
PhD White or Caucasian
Masters Asian or Asian American
Bachelors Black or African American
Bachelors Asian or Asian American
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Bachelors Hispanic or Latino
Masters White or Caucasian
Masters Asian or Asian American
Bachelors Black or African American
Masters White or Caucasian
Bachelors White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors Black or African American
Bachelors White or Caucasian
Masters White or Caucasian
Masters Asian or Asian American
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Associates White or Caucasian
Masters Black or African American
Masters Other (Please Specify):Indian
Masters Asian or Asian American
Masters Asian or Asian American
High School White or Caucasian
Bachelors Asian or Asian American
Bachelors White or Caucasian
Masters Hispanic or Latino
Bachelors Hispanic or Latino
Masters Asian or Asian American
Masters Hispanic or Latino
Masters White or Caucasian
Masters White or Caucasian
Masters White or Caucasian
Bachelors White or Caucasian
Masters Asian or Asian American
Masters Asian or Asian American
Bachelors Hispanic or Latino
Bachelors Other (Please Specify):Bla
Masters Other (Please Specify):Moroccan
Associates White or Caucasian
Bachelors Black or African American
Masters Asian or Asian American
High School White or Caucasian
Bachelors Asian or Asian American
Bachelors White or Caucasian
Masters Black or African American
Bachelors Other (Please Specify):African
Masters Asian or Asian American
Masters White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Masters Black or African American
PhD White or Caucasian
High School Other (Please Specify):Indian
Bachelors White or Caucasian
Bachelors Other (Please Specify):Arab
Bachelors Other (Please Specify):Sudanese African
Masters Hispanic or Latino
Masters Asian or Asian American
Bachelors White or Caucasian
Bachelors White or Caucasian
Masters Asian or Asian American
Masters White or Caucasian
Masters White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors Black or African American
Bachelors Asian or Asian American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors White or Caucasian
Masters White or Caucasian
Associates Other (Please Specify):African
Bachelors White or Caucasian
Masters American Indian or Alaska Native
Masters Asian or Asian American
Bachelors Asian or Asian American
Masters Asian or Asian American
Masters Hispanic or Latino
Bachelors Black or African American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors White or Caucasian
Masters Asian or Asian American
Masters Black or African American
High School Hispanic or Latino
Bachelors White or Caucasian
Masters Black or African American
Masters Asian or Asian American
Bachelors White or Caucasian
Masters Hispanic or Latino
Bachelors White or Caucasian
Bachelors American Indian or Alaska Native
Bachelors Black or African American
Masters Asian or Asian American
High School White or Caucasian
Bachelors Asian or Asian American
High School Black or African American
Bachelors Hispanic or Latino
Bachelors White or Caucasian
Masters Black or African American
Bachelors Black or African American
Bachelors Asian or Asian American
High School Black or African American
Bachelors Asian or Asian American
Associates Other (Please Specify):Bi-racial people should be able to check 2 options in 2022.
Bachelors Black or African American
Bachelors White or Caucasian
Masters White or Caucasian
Bachelors Hispanic or Latino
Masters Other (Please Specify):Melayu
Masters Asian or Asian American
Bachelors Other (Please Specify):Dravidian
Bachelors Other (Please Specify):Indian
Masters American Indian or Alaska Native
Bachelors Black or African American
Bachelors Other (Please Specify):arab
Masters White or Caucasian
Bachelors Black or African American
Masters Hispanic or Latino
Bachelors Asian or Asian American
Masters White or Caucasian
Masters Other (Please Specify):Asian
Masters White or Caucasian
Masters Black or African American
Masters Asian or Asian American
Bachelors White or Caucasian
Masters Asian or Asian American
Bachelors American Indian or Alaska Native
Masters White or Caucasian
Bachelors Other (Please Specify):African
PhD Asian or Asian American
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Bachelors Black or African American
Bachelors White or Caucasian
High School White or Caucasian
Masters White or Caucasian
Masters Asian or Asian American
Bachelors White or Caucasian
High School White or Caucasian
Bachelors Asian or Asian American
Bachelors White or Caucasian
Masters Asian or Asian American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Black or African American
Bachelors White or Caucasian
Masters Black or African American
Associates Hispanic or Latino
Bachelors Hispanic or Latino
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Masters Black or African American
High School White or Caucasian
High School Asian or Asian American
Bachelors Native Hawaiian or other Pacific Islander
Bachelors Asian or Asian American
Bachelors Black or African American
Bachelors White or Caucasian
High School Black or African American
Bachelors White or Caucasian
Bachelors White or Caucasian
High School White or Caucasian
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
High School White or Caucasian
Bachelors Hispanic or Latino
Bachelors Other (Please Specify):South Indian
Masters Black or African American
Masters Asian or Asian American
Masters White or Caucasian
Bachelors Asian or Asian American
Bachelors Black or African American
Masters Black or African American
Bachelors White or Caucasian
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Bachelors Other (Please Specify):Greek
Bachelors Black or African American
Bachelors Hispanic or Latino
Associates Black or African American
Bachelors Hispanic or Latino
Masters Black or African American
Masters White or Caucasian
Bachelors Black or African American
Masters Black or African American
Bachelors Other (Please Specify):Nigeria
Bachelors White or Caucasian
Bachelors Asian or Asian American
Bachelors Other (Please Specify):Arab
Associates White or Caucasian
Bachelors Asian or Asian American
Bachelors Black or African American
High School White or Caucasian
Bachelors Asian or Asian American
Masters Asian or Asian American
Bachelors Asian or Asian American
Masters White or Caucasian
High School Black or African American
Masters Other (Please Specify):Arabian (from Maghreb)
Bachelors Black or African American
Bachelors Other (Please Specify):Malay
Bachelors Asian or Asian American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Other (Please Specify):Indian
Masters White or Caucasian
Bachelors Black or African American
Masters Asian or Asian American
Bachelors White or Caucasian
High School Hispanic or Latino
Masters Asian or Asian American
Bachelors Asian or Asian American
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
High School Asian or Asian American
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors Black or African American
Bachelors Asian or Asian American
Bachelors Asian or Asian American
Masters White or Caucasian
Bachelors Hispanic or Latino
Masters White or Caucasian
Masters White or Caucasian
Masters White or Caucasian
Masters White or Caucasian
Bachelors Asian or Asian American
High School Black or African American
Bachelors White or Caucasian
Bachelors White or Caucasian
Bachelors Asian or Asian American
Bachelors Hispanic or Latino
Bachelors Asian or Asian American
ck 2 options in 2022.