TextAnalysis
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)