Difference between revisions of "TextAnalysis"
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** [http://dclure.org/tutorials/textplot-refresh/ Blog post to download and set up] | ** [http://dclure.org/tutorials/textplot-refresh/ Blog post to download and set up] | ||
** [http://dclure.org/logs/tuning-textplot/ Blog post explaining parameters] | ** [http://dclure.org/logs/tuning-textplot/ Blog post explaining parameters] | ||
| + | * [http://bookworm.culturomics.org/ Bookworm] | ||
=Corpus building= | =Corpus building= | ||
Revision as of 04:08, 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
Tools
- 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)
- Bookworm
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)