Difference between revisions of "TextAnalysis"
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==Topic Modeling== | ==Topic Modeling== | ||
| − | *[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"] (conceptual) |
| − | *[http://www.scottbot.net/HIAL/?p=19113 Scott Weingart's "Guided Tour"] | + | *[http://www.scottbot.net/HIAL/?p=19113 Scott Weingart's "Guided Tour"] (comprehensive, lots of links) |
*[http://journalofdigitalhumanities.org/2-1/words-alone-by-benjamin-m-schmidt/ Ben Schmidt's post about Latent Dirichlet allocation's (LDA's) limitations] | *[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] (An open-source Java-based LDA package) | *[http://mallet.cs.umass.edu/topics.php MALLET] (An open-source Java-based LDA package) | ||
Revision as of 04:04, 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" (conceptual)
- Scott Weingart's "Guided Tour" (comprehensive, lots of links)
- Ben Schmidt's post about Latent Dirichlet allocation's (LDA's) limitations
- MALLET (An open-source Java-based LDA package)
- GUI Tools that use MALLET
- Stanford Topic Modeling Toolbox
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)
Corpus building
Some places to get text
Plain text
- Project Gutenberg
- Early English Books Online (EEBO) (some texts TEI-encoded)
- Early Caribbean Digital Archive (ECDA)