Where Analytics, Data Science, Machine Learning Were Applied: Trends and Analysis
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CRM/Consumer analytics, health care, banking, finance, and science were the top sectors in 2018. The greatest increases were in mobile apps, investment, security, entertainment, and social policy, while fraud detection, retail, advertising, direct marketing, and social media saw the greatest declines.
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Industries/Fields where you applied Analytics, Data Science, Machine Learning in 2018?
 2018 % of voters
 2017 % of voters
 2016 % of voters
|
|
| CRM/Consumer analytics (81) | 18.60
16.80
16.30
|
| Health care (75) | 17.20
13.20
12.00
|
| Banking (74) | 17.00
14.10
13.40
|
| Finance (70) | 16.10
15.20
15.00
|
| Science (59) | 13.60
12.30
12.00
|
| E-commerce (55) | 12.60
10.30
8.90
|
| Education (51) | 11.70
9.40
7.10
|
| Fraud Detection (46) | 10.60
13.00
11.10
|
| Manufacturing (44) | 10.10
9.00
5.60
|
| Retail (41) | 9.40
11.20
10.30
|
| Advertising (39) | 9.00
10.50
12.00
|
| Supply Chain (38) | 8.70
8.50
6.50
|
| Insurance (37) | 8.50
8.10
9.20
|
| Software (36) | 8.30
5.40
7.20
|
| IT / Network Infrastructure (36) | 8.30
7.60
7.20
|
| Other (34) | 7.80
8.10
6.30
|
| Medical/ Pharma (34) | 7.80
8.50
6.50
|
| Automotive/ Self-Driving Cars (33) | 7.60
5.40
4.50
|
| Oil / Gas / Energy (31) | 7.10
6.50
7.10
|
| Credit Scoring (31) | 7.10
7.00
6.90
|
| Investment / Stocks (29) | 6.70
3.40
6.20
|
| Biotech/Genomics (29) | 6.70
5.40
5.80
|
| Government / Military (28) | 6.40
5.80
5.60
|
| Telecom / Cable (27) | 6.20
5.80
8.30
|
| Social Media / Social Networks (26) | 6.00
6.70
8.30
|
| HR/workforce analytics (25) | 5.70
4.70
3.60
|
| Search / Web content mining (25) | 5.70
5.40
5.40
|
| Agriculture (23) | 5.30
3.40
3.30
|
| Entertainment/ Music/ TV/ Movies (21) | 4.80
2.70
4.00
|
| Travel / Hospitality (21) | 4.80
4.00
4.00
|
| Mobile apps (19) | 4.40
1.30
3.30
|
| Direct Marketing/ Fundraising (19) | 4.40
4.90
4.30
|
| Mining (18) | 4.10
3.10
4.20
|
| Games (17) | 3.90
3.60
2.90
|
| Security / Anti-terrorism (13) | 3.00
1.60
2.70
|
| Junk email / Anti-spam (12) | 2.80
2.20
1.10
|
| Social Policy / Survey analysis (11) | 2.50
1.60
1.80
|
| Social Good / Non-profit (11) | 2.50
2.70
2.00
|
Here are the results of past polls:
- Where Analytics, Data Science, Machine Learning Were Applied: Trends and Analysis (2017)
- Where Analytics, Data Mining, Data Science were applied in 2016
- Where Analytics, Data Mining, Data Science were applied in 2015
- Where Analytics, Data Mining, Data Science was applied in 2014?
- Where did you apply Analytics/Data Mining in 2012?
- Industries / Fields where you applied Analytics / Data Mining, 2011.
- Industries / Fields for Analytics / Data Mining, 2010.
- Data Mining Applications, 2009.
- Data Mining Applications, 2008.
- Data Mining Applications by Industry, 2007.
- Industries/fields where you applied data mining, 2006.
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