2018 Poll: What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months?

Vote in KDnuggets 19th Annual Poll: What software you used for Analytics, __data Science, Machine Learning projects in the past 12 months?
By Gregory Piatetsky, KDnuggets.
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KDnuggets 19th annual software poll is asking
What software you used for Analytics, data Mining, data Science, Machine Learning projects in the past 12 months?

Please vote below.

We tried to include the most popular tools and platforms, while keeping the total number of choices under 90.

The tools are organized in 4 sections, with tools alphabetical in each section.
  • data Science/Machine Learning platforms,
  • Languages (including R and Python),
  • Hadoop/Spark
  • Deep Learning tools
Data Science, Machine Learning Top Tools Associations, 2017
Combining these different types of tools in one poll is somewhat messy, but it allows interesting association analysis afterwards, such as Emerging Ecosystem: data Science and Machine Learning Software, Analyzed.

This is the 19th such KDnuggets Poll, and several of the past polls suffered from excessive voting from some vendors. It is fine for vendors to ask their users to vote, but it is not OK to set up bot voting or direct link to vote for just one tool.
To reduce excessive and bot voting, this poll asks for an email verification (*).

Whatever other irregular voting we find, will be removed from final results, and we will publish the anonymized voter logs after the poll, so that anyone can analyze them.

We hope our analysis of this poll, trends, and results will useful, as they were in the past.

Poll
What software you used for Analytics, data Mining, data Science, Machine Learning projects in the past 12 months? (Choose up to 20 entries)
Analytics, data Science, Machine Learning platforms
Alteryx
Amazon Machine Learning
Anaconda
Angoss/Datawatch
BayesiaLab
BigML
C4.5/C5.0/See5
Databricks Unified Analytics Platform
Dataiku
DataRobot
DataScience[.]com
Domino data Labs
Excel
Gnu Octave
H2O.ai
IBM Cognos
IBM data Science Experience
IBM SPSS Modeler
IBM SPSS Statistics
IBM Watson / Watson Analytics
JMP
KNIME
Mathematica
MATLAB
Microsoft Azure Machine Learning
Microsoft Machine Learning Server (former R Server)
Microsoft Power BI
Microsoft SQL Server
Microsoft other ML/Data Science tools
MicroStrategy
Minitab/Salford Systems
MLlib
Ontotext GraphDB
Oracle Advanced Analytics
Orange
Pentaho
PyCharm
QlikView
RapidInsight/Veera
RapidMiner
Rattle
SAP Analytics/Predictive Analytics
SAP HANA
SAS Base
SAS Enterprise Miner
scikit-learn
Solver (former XLMiner)
Stata
Tableau
Teradata
TIBCO Spotfire
TIBCO Statistica
Vowpal Wabbit
Weka
Other free analytics/data mining tools
Other paid analytics/data mining/data science software


Languages
C/C++
Clojure
F#
Java
Julia
Lisp
Perl
Python
R Language
Scala
SQL Language
Unix shell/awk/gawk
Other programming and data languages


Big data Tools
Apache Spark
Commercial Hadoop Tools
Open Source Hadoop Tools
SQL on Hadoop tools
Spark SQL


Deep Learning
Apache MXnet
Caffe
Caffe2
DeepLearning4J
Keras
Lasagne
Microsoft Cognitive Toolkit (Prev. CNTK)
PaddlePaddle
PyTorch
Tensorflow
TFLearn
Theano
Torch
Other Deep Learning Tools


Current Results


Here are the results of past KDnuggets Analytics, data Mining, data Science Software polls
  • New Leader, Trends, and Surprises in Analytics, data Science, Machine Learning Software Poll, 2017
  • R, Python Duel As Top Analytics, data Science software - Software Poll Results, 2016
  • R leads RapidMiner, Python catches up, Big data tools grow, Spark ignites, 2015
  • RapidMiner Continues To Lead, 2014
  • RapidMiner and R vie for first place, 2013
  • KDnuggets 2012 Poll: Analytics, data mining, Big data software used
  • KDnuggets 2011 Poll: data Mining/Analytic Tools Used
  • KDnuggets 2010 Poll: data Mining / Analytic Tools Used
  • KDnuggets 2009 Poll: data Mining Tools Used
  • KDnuggets 2008 Poll: data Mining Software Used
  • KDnuggets 2007 Poll: data Mining/Analytics Software Tools

(*) Voters not already subscribed to KDnuggets News will receive an automatic subscription to our coverage of interesting opinions, useful tutorials, and other stories in AI, Analytics, data Science, Machine Learning, but those who don't like it, can easily unsub with one click.