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Poll: Current
What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months? [15859 votes total]

Alteryx (93)
 1%
Amazon Machine Learning (72)
 0%
Anaconda (744)
 5%
Angoss/Datawatch (10)
 0%
BayesiaLab (14)
 0%
BigML (21)
 0%
C4.5/C5.0/See5 (21)
 0%
Databricks Unified Analytics Platform (27)
 0%
Dataiku (149)
 1%
DataRobot (40)
 0%
DataScience[.]com (13)
 0%
Domino Data Labs (5)
 0%
Excel (848)
 5%
Gnu Octave (48)
 0%
H2O.ai (152)
 1%
IBM Cognos (48)
 0%
IBM Data Science Experience (73)
 0%
IBM SPSS Modeler (143)
 1%
IBM SPSS Statistics (203)
 1%
IBM Watson / Watson Analytics (88)
 1%
JMP (37)
 0%
KNIME (266)
 2%
Mathematica (33)
 0%
MATLAB (197)
 1%
Microsoft Azure Machine Learning (118)
 1%
Microsoft Machine Learning Server (former R Server) (45)
 0%
Microsoft Power BI (265)
 2%
Microsoft SQL Server (295)
 2%
Microsoft other ML/Data Science tools (27)
 0%
MicroStrategy (38)
 0%
Minitab/Salford Systems (37)
 0%
MLlib (79)
 0%
Ontotext GraphDB (3)
 0%
Oracle Advanced Analytics (21)
 0%
Orange (87)
 1%
Pentaho (35)
 0%
PyCharm (297)
 2%
QlikView (91)
 1%
RapidInsight/Veera (7)
 0%
RapidMiner (1311)
 8%
Rattle (41)
 0%
SAP Analytics/Predictive Analytics (31)
 0%
SAP HANA (28)
 0%
SAS Base (120)
 1%
SAS Enterprise Miner (94)
 1%
scikit-learn (544)
 3%
Solver (former XLMiner) (28)
 0%
Stata (33)
 0%
Tableau (563)
 4%
Teradata (45)
 0%
TIBCO Spotfire (66)
 0%
TIBCO Statistica (26)
 0%
Vowpal Wabbit (14)
 0%
Weka (243)
 2%
Other free analytics/data mining tools (188)
 1%
Other paid analytics/data mining/data science software (54)
 0%
Languages: C/C++ (160)
 1%
Clojure (5)
 0%
F# (4)
 0%
Java (335)
 2%
Julia (16)
 0%
Lisp (6)
 0%
Perl (22)
 0%
Python (1460)
 9%
R Language (1075)
 7%
Scala (144)
 1%
SQL Language (863)
 5%
Unix shell/awk/gawk (205)
 1%
Other programming and data languages (149)
 1%
Big Data Tools: Apache Spark (498)
 3%
Commercial Hadoop Tools (126)
 1%
Open Source Hadoop Tools (240)
 2%
SQL on Hadoop tools (219)
 1%
Spark SQL (265)
 2%
Deep Learning: Apache MXnet (34)
 0%
Caffe (31)
 0%
Caffe2 (28)
 0%
DeepLearning4J (70)
 0%
Keras (508)
 3%
Lasagne (8)
 0%
Microsoft Cognitive Toolkit (Prev. CNTK) (65)
 0%
PaddlePaddle (4)
 0%
PyTorch (155)
 1%
Tensorflow (684)
 4%
TFLearn (25)
 0%
Theano (107)
 1%
Torch (21)
 0%
Other Deep Learning Tools (108)
 1%


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Total Comments 12 | Start A New Comment
Post Info Comment
Posted By: JFPuget

Posted On: May 20th
Views: 121
Missing question on XGBoost

I think you should have included a question about gradient boosted machines like XGBoost and LightGBM. These are state of the art for many machine learning problems, and are under represented in news and medias. But they are used by ML practitioners, more and more often. Your poll is missing a unique opportunity to quantify this real trend.


Posted By: Gregory Piatetsky, Editor

Posted On: May 14th
Views: 1620
Anonymized results

yes, we will publish anonymized votes so you can analyzed them yourself!

Anon votes from 2017 KDnuggets Software Poll are available at the end of this blog which has analysis of 2017 Poll https://www.kdnuggets.com/2017/06/ecosystem-data-science-machine-learnin g-software.html



Posted By: Bartłomiej Burek

Posted On: May 13th
Views: 1622
Result in CSV or JSON

Will you share result as CSV or JSON so we could analyze it using our favorite software ? :)


Posted By: Gregory Piatetsky, Editor

Posted On: May 12th
Views: 2476
RapidMiner

Actually, RapidMiner does NOT have ads on KDnuggets at present. Many other companies mentioned in this poll do, but RapidMiner does NOT.


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