KDnuggets Polls

Modern Data Science Skills: 8 Categories, Core Skills, and Hot Skills, Sep 2020.
Largest Dataset Analyzed – Poll Results and Trends, Jul 2020.
Data Science Tools Popularity, animated, Jun 2020.
When Will AutoML replace Data Scientists? Poll Results and Analysis, Mar 2020.
AutoML Poll results: if you try it, you’ll like it more, Jan 2020.
Which Data Science Skills are core and which are hot/emerging ones, Sep 2019.
What you need to know: The Modern Open-Source Data Science/Machine Learning Ecosystem, Jun 2019.
Python leads the 11 top Data Science, Machine Learning platforms: Trends and Analysis, May 2019.
Top Data Science and Machine Learning Methods Used in 2018, 2019, Apr 2019.
Where Analytics, Data Science, Machine Learning Were Applied: Trends and Analysis, Mar 2019.
Here are the most popular Python IDEs / Editors, Dec 2018.
How Important is that Machine Learning Model be Understandable?, Nov 2018.
Amazing consistency: Largest Dataset Analyzed / Data Mined - Poll Results and Trends, Oct 2018.
Which Data Profession Has The Highest Job Satisfaction?, Jun 2018.
The 6 components of Open-Source Data Science/ Machine Learning Ecosystem; Did Python declare victory over R?, Jun 2018.
Python eats away at R: Top Software for Analytics, Data Science, Machine Learning in 2018 - Trends and Analysis, May 2018.
Machine Learning Engineer, Researcher, Data Scientist have the highest job satisfaction, Apr 2018.
Where Analytics, Data Science, Machine Learning Were Applied in 2017: Trends and Analysis, Apr 2018.
Artificial General Intelligence (AGI) in less than 50 years, Jan 2018.
Top Data Science and Machine Learning Methods Used in 2017, Dec 2017.
When Will Demand for Data Scientists/Machine Learning Experts Peak?, Nov 2017.
Python overtakes R, becomes the leader in Data Science, Machine Learning platforms, Aug 2017
Optimism about AI improving society is high, but drops with experience developing AI systems, July 2017
Emerging Ecosystem: Data Science and Machine Learning Software, Analyzed, June 2017
New Leader, Trends, and Surprises in 18th KDnuggets Analytics, Data Science, Machine Learning Software Poll, May 2017.
What Data You Analyzed - KDnuggets Poll Results and Trends, Apr 2017.
Data Scientists Strongly Oppose Trump Immigration Ban, Feb 2017.
The Surprising Ethics of Humans and Self-Driving Cars, Jan 2017
Where Analytics, Data Mining, Data Science were applied in 2016, Dec 2016
Largest Dataset Analyzed Poll shows surprising stability, more junior Data Scientists, Nov 2016.
Top Algorithms and Methods Used by Data Scientists, Sep 2016.
What Big Data, Data Science, Deep Learning software goes together?, Jun 2016.
R, Python Duel As Top Analytics, Data Science software; Big Data usage grows to 39%, May 2016.
Deep Learning is not Enough, Feb 2016.
Where Analytics, Data Mining, Data Science were applied in 2015, Jan 2016.
Should Data Science Include Ethics Training?, Oct 20 - Nov 5, 2015.
How long do you stay at your analytics/data science job?, Aug 21 - Sep 12, 2015.
What was the largest dataset you analyzed / data mined?, Aug 4-17, 2015.
Your primary programming language for Analytics, Data Mining, Data Science tasks, Jun 22 - July 2, 2015.
What Analytics, Data Mining, Data Science software/tools you used in the past 12 months for a real project, May 7-21, 2015.
When will most expert-level Predictive Analytics/Data Science tasks be automated?, Apr 21 - May 4, 2015.
Machine Learning APIs, poll by Bart Baesens at KU Leuven. Apr 4, 2015.
Computing resources for your analytics, data mining, data science work or research, Mar 14-30, 2015.
Annual income/salary and employment for Analytics, Data Mining, and Data Science Professionals, Feb 11 - Mar 1, 2015.
Will Artificial Intelligence be a threat to Humanity?, Dec 12, 2014 - Jan 7, 2015.
Industries / Fields where you applied Analytics, Data Mining, Data Science in 2014, Nov 17 - Dec 8, 2014.
Main methodology for your analytics, data mining, or data science projects?, Oct 13-27, 2014.
Did you do Data Science for Humans or for Machines?, Sep 1-23, 2014.
Programming/Statistics languages used for analytics / data mining / data science, Aug 6-18, 2014.
Largest Dataset Analyzed / Data Mined, Jun 19 - Jul 14, 2014.
What Analytics, Data Mining, Data Science software/tools you used in the past 12 months?, May 20 - Jun 2, 2014.
What data types/sources you analyzed in the past 12 months?, Apr 29 - May 15, 2014.
Salary/Income for Analytics, Data Mining, Data Science professionals Poll, Mar 4-15, 2014.
How much did you use text analytics / text mining in the past 12 months?, Feb 4-17, 2014.
Data Science tasks: Individual or Team approach?, Jan 7-21, 2014.
Switching between R and Python for data analysis/data mining, Dec 9-18, 2013.
Has Big Data significantly changed Data Science principles and practice?, Oct 15-29, 2013.
Has Big Data reached the hype peak and is due for decline and disappointment soon?, Sep 9-23, 2013.
Programming/Statistics languages used for analytics / data mining / data science, Aug 6-27, 2013.
Interest in Analytics, Big Data, Data Mining, Data Science education, Jul 16-30, 2013.
Reaction to PRISM: NSA collecting and data mining huge amounts of internet data?, Jun 2 - 17, 2013.
What Analytics, Big Data, Data mining, Data Science software you used in the past 12 months for a real project?, May 15 - Jun 2, 2013.
Impact of Big Data and Machine Learning on the Importance of Statistics, May 7-15, 2013.
Largest Dataset Analyzed / Data Mined, Apr 6-23, 2013.
Should there be a Data Scientist Pledge?, Mar 13-25, 2013.
Salary/Income for Analytics Professionals, Feb 11-26, 2013.
How long does it take to become a good data scientist?, Jan 14-29, 2013.
Gun ownership and Gun deaths connection?, Dec 19-27, 2012.
Where did you apply Analytics / Data Mining in 2012?, Nov 26 - Dec 11, 2012.
Data Miners and Data Scientists Responsibility for Predictions?, Oct 30 - Nov 13, 2012.
Who do you prefer in 2012 US presidential election?, Oct 2 - 16, 2012.
What will replace Big Data?, Sep 12 - 24, 2012.
What is your highest education level?, Aug 27 - Sep 12, 2012.
What data types you analyzed/mined in the past 12 months?, Aug 14 - 26, 2012.
What programming/statistics languages you used for analytics / data mining?, Jul 15 - Aug 1, 2012.
Would you be willing to sell your Facebook data to advertisers?, Jun 25 - Jul 11, 2012.
What Analytics, Data mining, Big Data software you used in the past 12 months for a real project?, May 15 - 28, 2012.
What was the largest dataset you analyzed / data mined?, Apr 18 - May 9, 2012.
Can Machine Learning on Big Data replace Domain Expertise?, Mar 21 - Apr 3, 2012.
Was Target wrong in using analytics to identify pregnant women from changes in their buying behavior ?, Feb 23 - Mar 7, 2012.
Analytics/Data Mining Annual Salary or Income, Feb 7-23, 2012.
Hottest Analytics / Data Mining Topics in 2012, Dec 27, 2011 - Jan 11, 2012.
Industries / Fields where you applied Analytics / Data Mining in 2011, Nov 21 - Dec 12, 2011.
Methods/algorithms used for data analysis/data mining in 2011, Oct 25 - Nov 07, 2011.
How different is Data Science from Statistics, Sep 13 - 26, 2011.
What do you call analyzing data?, Aug 30 - Sep 10, 2011.
What languages you used for data mining / data analysis?, Jul 25 - Aug 16, 2011.
How much did you use text analytics/text mining, Jul 12 - 25, 2011.
Annual Vacation Length, Jun 20 - Jul 12, 2011.
What data types you analyzed/mined in the past 12 months? Jun 7- 20, 2011.
Education level, May 23 - Jun 07, 2011.
Data Mining/Analytic Tools Used, May 10 - 23, 2011.
Largest dataset analyzed / data mined, Apr 26 - May 9, 2011.
In how many competitions did you participate, Apr 11 - 26, 2011.
R GUIs you use frequently, Mar 28 - Apr 11, 2011.
Analytics work done in R, Mar 15 - 28, 2011.
Selling personal data to advertisers, Feb 28 - Mar 15, 2011.
2011 Analytics/Data Mining Income/Salary by Region, Feb 11 - 28, 2011.
IBM Watson computer vs Human champions in Jeopardy, Feb 1-11, 2011.
Your role and experience in analytics / data mining, Jan 15 - 31, 2011.
Analytics/Data Mining Meetings Attended in 2010, Dec 20, 2010 - Jan 15, 2011.
Computer configuration for your main Analytics / Data Mining machine, Dec 7 - 20, 2010.
Web Do Not Track Registry effect on web advertising, Nov 19 - Dec 7, 2010.
Cloud Analytics Experience, Oct 23 - Nov 19, 2010.
Industries / Fields where you applied Analytics / Data Mining in 2010, Sep 29 - Oct 22, 2010.
Do you like Google Instant Search, Sep 14 - 29, 2010.
Your experience with Foursquare and other geolocation services?, Aug 24 - Sep 14, 2010.
Switching from SAS to WPS, R, ..., Aug 10 - Aug 24, 2010.
Social Networks - analyze or participate?, Aug 3 - 10, 2010.
Data types analyzed/mined in the past 12 months, July 10 - Aug 3, 2010.
FIFA World Cup Winner, Jun 29 - July 10, 2010.
Effect of integration of analytic/data mining with business processes, Jun 8 - 29, 2010.
Largest Database Data Mined / Analyzed, May 18 - Jun 7, 2010.
Data Mining / Analytic Tools Used, May 4 - 17, 2010.
Global Warming / Climate Change Causes, Apr 18 - May 4, 2010.
Will you buy an Apple iPad?, Apr 6 - 18, 2010.
Is anonymization still possible?, Mar 23 - Apr 6, 2010.
Sports analytics - useful and valid?, Mar 9 - 23, 2010.
Are There Concise Laws (Patterns) In Large Datasets?, Feb 23 - Mar 9, 2010.
Data Miner Salary by Region, Jan 23 - Feb 23, 2010.
2009 Data Mining Meetings Attended, Dec 27, 2009 - Jan 23, 2010.
Industries / Fields where you applied Data Mining in 2009, Nov 24 - Dec 26, 2009.
How many data mining books did you buy?, Nov 2 - 24, 2009.
Windows 7 Plans, Oct 19 - Nov 2, 2009.
Behavioral targeting - effective or evil?, Oct 6 - 19, 2009.
Privacy concern in social networks, Sep 22 - Oct 6, 2009.
Universal health care, Sep 8 - 22, 2009.
Data types analyzed / mined, Aug 25 - Sep 8, 2009.
Which Analytics / Data Mining Companies will be acquired next?, Aug 10 - 25, 2009.
Singularity - will machines become smarter than humans, Jul 26 - Aug 10, 2009.
Prescription Data Mining, Jul 13 - 26, 2009.
Your Data Mining Role, Jun 14 - Jul 13, 2009.
Largest database data-mined, May 24 - Jun 14, 2009.
Data Mining Tools Used, May 10 - 24, 2009.
Data mining deployment, Apr 27 - May 10, 2009.
SIGKDD Election, Apr 13 - 27, 2009.
Data miners salary (income) by region Poll, Mar 28 - Apr 12, 2009.
Financial Crisis Effect on Data Mining, Mar 16-28, 2009.
Text Analytics Use, Mar 4-15, 2009.
KDnuggets additional features, Feb 9 - Mar 3, 2009.
Attending KDD-09 in Paris?, Jan 19 - Feb 8, 2009.
To which journals / magazines did you submit a paper in 2007-2008?, Jan 3 - 18, 2009.
Data Mining Applications in 2008, Dec 17, 2008 - Jan 3, 2009.
Data mining conferences attended in 2008, Dec 9 - 17, 2008.
Social networks for analytics / data mining, Nov 24 - Dec 8, 2008.
Operating System and Environment for Data Mining, Nov 5-23, 2008.
Obama vs McCain, Oct 20 - Nov 4, 2008.
Financial Crisis Effect on Data Mining Field, Oct 6 - 19, 2008.
Tools / Languages for Data Cleaning, Sep 23 - Oct 5, 2008.
Data Types Analyzed / Mined, Sep 8 - 22, 2008.
Data Miners Vacation Length, Aug 20 - Sep 7, 2008.
Attending top data mining conferences or watching the recorded presentations, Aug 6 - 19, 2008.
How frequently did you use PMML (Predictive Model Markup Language) to deploy your data mining models in 2008, Jul 23 - Aug 5, 2008
Effect of US Recession on Data Mining Demand, Jul 9 - 22, 2008.
Can machine learning algorithms ever be fully trusted?, Jun 23 - Jul 8, 2008.
What was the largest database or dataset you data-mined, Jun 8-22, 2008.
What was average ROI from your data mining projects in 2008?, May 19 - Jun 8, 2008.
What data mining tools have you used for a real project in the past 6 months?, May 5-18, 2008.
Data Mining Certificates, Apr 19 - May 5, 2008.
More Data or Better Algorithm?, Apr 8 - 18, 2008.
Your main role in relation to data mining, Mar 24 - Apr 8, 2008.
Industry of your data mining clients, Mar 9 - 23, 2008.
To which conferences did you submit a paper in the last 2 years, Feb 26 - Mar 8, 2008.
Do you want Microsoft to buy Yahoo?, Feb 5 - Feb 25, 2008.
Data Miners Income by Region, Jan 21 - Feb 4, 2008.
Which candidate you support for US President?, Jan 7 - 20, 2008.