Difference between revisions of "TextAnalysis"
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*[http://journalofdigitalhumanities.org/2-1/topic-modeling-a-basic-introduction-by-megan-r-brett/ Megan R. Brett's "Basic Introduction"] | *[http://journalofdigitalhumanities.org/2-1/topic-modeling-a-basic-introduction-by-megan-r-brett/ Megan R. Brett's "Basic Introduction"] | ||
*[http://www.scottbot.net/HIAL/?p=19113 Scott Weingart's "Guided Tour"] | *[http://www.scottbot.net/HIAL/?p=19113 Scott Weingart's "Guided Tour"] | ||
| − | *[http://journalofdigitalhumanities.org/2-1/words-alone-by-benjamin-m-schmidt/ Ben Schmidt's post about | + | *[http://journalofdigitalhumanities.org/2-1/words-alone-by-benjamin-m-schmidt/ Ben Schmidt's post about Latent Dirichlet allocation's (LDA's) limitations] |
*[http://mallet.cs.umass.edu/topics.php MALLET] | *[http://mallet.cs.umass.edu/topics.php MALLET] | ||
* GUI Tools | * GUI Tools | ||
Revision as of 03:54, 24 February 2016
Resources for Exploring Text Analysis
R
- Matthew Jockers, Text Analysis With R for Students of Literature (PDF available for download via the NEU Library)
- Download and install R
- Download and install RStudio
- RSeek (search tool for finding resources on R)
- Simple data types in R
Topic Modeling
- Megan R. Brett's "Basic Introduction"
- Scott Weingart's "Guided Tour"
- Ben Schmidt's post about Latent Dirichlet allocation's (LDA's) limitations
- MALLET
- GUI Tools
- Google's Topic Modeling Tool (GUI instance of MALLET)
- Stanford Topic Modeling Toolbox
- Serendip
word2vec
- Ben Schmidt's Blog Post on Vector Space Models
- which links to his R wrapper package for word2vec
Miscellaneous text analysis tools
- Voyant Tools
- Laurence Anthony's AntConc, a GUI concordancing and text analysis toolkit
- David McClure's TextPlot (produces force-directed network of words in a text, based on estimated kernel densities)