Difference between revisions of "TextAnalysis"
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*[http://www.wwp.northeastern.edu/wwo/ Women Writers Online] | *[http://www.wwp.northeastern.edu/wwo/ Women Writers Online] | ||
| + | *[http://www.textcreationpartnership.org/tcp-ecco/ Eighteenth Century Collections Online (ECCO-TCP)] | ||
*[http://docsouth.unc.edu/ UNC's ''Documenting the American South'' Project] | *[http://docsouth.unc.edu/ UNC's ''Documenting the American South'' Project] | ||
Revision as of 04:01, 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 (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)