List of data mining and learning analytics tools
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1 LEARNING SCIENCES ANALYSIS TOOL
| DM and LA tools | license | Tool type | Data manipulation | Access | Page edition |
|---|---|---|---|---|---|
ALA-Reader v1.01 (1 April 2005)
|
Free&Closed source | Application software | Data analysis | http://www.personal.psu.edu/rbc4/score.htm | 11 November 2014 |
OpenSesame 2.8.2 (11 June 2014)
|
Free&Open source | Application software | Data extraction | http://osdoc.cogsci.nl/ | 25 June 2014 |
| Free&Open source | Web application | Data visualisation | http://www.role-widgetstore.eu/content/student-activity-monitor | 26 February 2014 | |
SNAPP 2.1
|
Free&Open source | Web application | Data extraction, Data analysis | http://www.snappvis.org | 26 February 2014 |
Test tool 5 (4 February 2014)
|
Free&Closed source | Framework/Library/API | Data extraction, Data transformation, Data analysis, Data visualisation | http://edutechwiki.unige.ch/mediawiki/index.php?title=Test tool&action=formedit | 25 February 2014 |
2 GENERAL PURPOSE ANALYSIS TOOL
| DM and LA tools | license | Tool type | Data manipulation | Access | Page edition |
|---|---|---|---|---|---|
| Free&Closed source | Data analysis | http://www.laurenceanthony.net/software.html#antconc | 14 November 2014 | ||
| Free&Open source | Framework/Library/API | Data analysis | http://mahout.apache.org/ | 2 October 2014 | |
Apache OpenNLP 1.5.3 (2013-04-13)
|
Free&Open source | Framework/Library/API | Data analysis, Data extraction, Data transformation | http://opennlp.apache.org/index.html | 21 March 2014 |
| Web application | Data analysis, Data extraction, Data visualisation | https://superset.incubator.apache.org/index.html | 27 November 2017 | ||
Apache UIMA 2.5.0 (2014-01-14)
|
Free&Open source | Framework/Library/API | Data extraction, Data transformation | http://uima.apache.org/ | 24 March 2014 |
| Commercial&Closed source | Multi purpose | Data extraction, Data visualisation | http://www.beestar.eu/ | 26 February 2014 | |
| Commercial&Closed source | Web application | Data analysis, Data cleaning, Data conversion, Data extraction, Data transformation, Data visualisation | http://www.bitext.com/ | 30 November 2014 | |
Cytoscape 3.1.0
|
Free&Open source | Application software | Data analysis, Data visualisation | http://www.cytoscape.org/ | 4 March 2014 |
DataMelt 2.4 (2019-02-02)
|
Free&Open source | Application software | Data analysis, Data transformation, Data visualisation | https://datamelt.org/ | 23 May 2018 |
| Free&Closed source | Web application | Data analysis, Data visualisation | http://vialab.science.uoit.ca/docuburst/uploader.php | 18 March 2014 | |
Dragon ToolKit 1.3.3 (2008-01-16)
|
Free&Open source | Data analysis | http://dragon.ischool.drexel.edu/ | 19 March 2014 | |
General architecture for text engineering 7.1 (2012-03-30)
|
Free&Open source | Multi purpose | Data analysis, Data transformation | http://gate.ac.uk | 19 March 2014 |
| 23 December 2016 | |||||
Gephy 0.8.2 (2013-01-01)
|
Free&Open source | Application software | Data visualisation | http://gephi.org/ | 4 March 2014 |
Gismo 3.2 (2013-10-18)
|
Free&Open source | Plugin/extension pack | Data visualisation | http://gismo.sourceforge.net/index.html | 4 March 2014 |
IBM Many Eyes (2012-01-01)
|
Free&Closed source | Web application | Data visualisation | http://www-958.ibm.com/software/data/cognos/manyeyes/ | 4 March 2014 |
IBM Many Eyes v2 Beta (2013-01-01)
|
Free&Closed source | Web application | Data visualisation | http://www-958.ibm.com/software/analytics/labs/manyeyes/#home | 4 March 2014 |
Iramuteq 0.6 alpha 3 (2014-10-19)
|
Application software | Data analysis, Data extraction, Data transformation, Data visualisation | http://www.iramuteq.org/ | 21 October 2014 | |
JSON-CSV Converter 2 (2015-08-10)
|
Free&Closed source | Web application | Data analysis, Data conversion, Data extraction, Data transformation, Data visualisation | https://json-csv.com | 17 August 2015 |
| Free&Open source | Application software | Data analysis, Data visualisation | http://www.juxtasoftware.org/ | 30 November 2014 | |
KEEL 1.0 (2014-01-29)
|
Free&Open source | Application software | Data analysis, Data transformation, Data visualisation | http://sci2s.ugr.es/keel/download.php | 27 February 2014 |
KH Coder 2.Beta.30 (2014-03-14)
|
Free&Open source | Application software | Data analysis, Data visualisation | http://khc.sourceforge.net/en/ | 21 March 2014 |
| Free&Open source | Application software | Data analysis | http://interlinkinc.net/KNOT.html | 11 November 2014 | |
Knime 2.9.1 (2014-01-15)
|
Free&Open source | Application software | Data analysis, Data extraction, Data transformation, Data visualisation | http://www.knime.org/ | 18 December 2014 |
| Plugin/extension pack | Data analysis, Data extraction, Data transformation | http://reaktanz.de/?c=hacking&s=koRpus | 20 October 2014 | ||
LOCO-Analyst 3 (2009-12-20)
|
Free&Open source | Data extraction, Data visualisation | http://jelenajovanovic.net/LOCO-Analyst/index.html | 26 February 2014 | |
Learning Analytics Enriched Rubric 1.0 (2014-02-18)
|
Free&Open source | http://docs.moodle.org/23/en/Learning Analytics Enriched Rubric | 27 February 2014 | ||
| Commercial&Closed source | Application software | Data analysis, Data cleaning, Data conversion, Data transformation, Data visualisation | http://www.tal.univ-paris3.fr/lexico/ | 18 November 2014 | |
Lexos 2
|
Free&Closed source | Web application | Data analysis, Data cleaning, Data conversion, Data extraction, Data transformation, Data visualisation | http://lexos.wheatoncollege.edu/upload | 30 November 2014 |
| Free&Open source | Application software | Data analysis | http://ankara.lti.cs.cmu.edu/side/ | 22 September 2014 | |
Lingpipe 4.1
|
Free&Open source | Framework/Library/API | Data analysis | http://alias-i.com/lingpipe/index.html | 19 March 2014 |
Log Parser 2.2.10 (2005-04-20)
|
Free&Closed source | Data extraction, Data transformation | http://www.microsoft.com/en-us/download/details.aspx?id=24659 | 27 February 2014 | |
Log Parser Studio 2.0 (2013-12-17)
|
Free&Closed source | Application software | Data extraction, Data transformation | http://gallery.technet.microsoft.com/office/Log-Parser-Studio-cd458765 | 27 February 2014 |
| Commercial&Closed source | Application software | Data analysis, Data cleaning, Data conversion, Data extraction, Data transformation, Data visualisation | http://www.maxqda.com/ | 21 October 2014 | |
| Multi purpose | Data analysis, Data extraction, Data visualisation | https://meta-toolkit.org/ | 18 November 2016 | ||
| Commercial&Closed source | Web application | Data analysis, Data extraction, Data transformation, Data visualisation | http://www.textalytics.com | 30 January 2015 | |
| Commercial&Closed source | Data extraction | https://www.mozenda.com/ | 26 February 2014 | ||
| Free&Closed source | Web application | Data analysis | http://www.nactem.ac.uk/software.php | 19 March 2014 | |
NetDraw 2.140 (2014-09-15)
|
Free&Closed source | Application software | Data visualisation | https://sites.google.com/site/netdrawsoftware/home | 24 September 2014 |
NetMiner 4
|
Commercial&Closed source | Application software | http://www.netminer.com/sub01/sub02.php | 4 March 2014 | |
| Free&Closed source | Web application | Data analysis, Data extraction, Data visualisation | https://netlytic.org/ | 30 November 2014 | |
Neural Designer 2.9 (2015-05-20)
|
Commercial&Closed source | Application software | Data analysis, Data transformation, Data visualisation | https://www.neuraldesigner.com | 22 May 2015 |
| Free&Open source | Application software | Data cleaning, Data transformation | http://openrefine.org/ | 2 October 2014 | |
Orange 2.7 (2014-02-14)
|
Free&Open source | Framework/Library/API | Data analysis, Data visualisation | http://orange.biolab.si/ | 26 February 2014 |
| Free&Open source | Application software | Data analysis, Data cleaning, Data conversion, Data extraction, Data transformation, Data visualisation | http://langtech.ch/textable | 2 October 2014 | |
| Free&Closed source | Application software | Data analysis, Data extraction, Data transformation, Data visualisation | http://pajek.imfm.si/doku.php | 24 September 2014 | |
Piwik 2.0.3 (2014-02-13)
|
Free&Open source | http://piwik.org/ | 27 February 2014 | ||
| Data analysis, Data cleaning, Data conversion, Data extraction, Data transformation, Data visualisation | http://provalisresearch.com/products/qualitative-data-analysis-software/ | 21 October 2014 | |||
R 3.0.2 (2013-09-09)
|
Free&Open source | Data analysis, Data transformation, Data visualisation | http://www.r-project.org/ | 27 February 2014 | |
RapidAnalytics 5.3 (2014-02-01)
|
Free&Open source | http://sourceforge.net/projects/rapidanalytics/?source=directory | 26 February 2014 |
Uncompleted page:
- ALA-Reader, AntConc, Apache Mahout, Apache Superset, Apache UIMA, Beestar insight, Bitext, Cytoscape, DocuBurst, Dragon ToolKit, General architecture for text engineering, Gensim, Gephy, Gismo, IBM Many Eyes, Iramuteq, Juxta, KEEL, KNOT, Knime, KoRpus, LOCO-Analyst, Learning Analytics Enriched Rubric, Lexico, Lexos, LightSide, Lingpipe, Log Parser, Log Parser Studio, MAXQDA, MeTA, Meaning Cloud, Mozenda, Nactem software tools, NetDraw, NetMiner, Netlytic, OpenRefine, OpenSesame, Orange Textable, Pajek, Piwik, QDA Miner, R, RapidAnalytics, RapidMiner Server, Redash, SAM, SATO, Scrapy... further results
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