Research Guides: Introduction to Text Data Mining: Tools and Resources

Machine Learning Tools

Topic Modeling

Software

Visit the IS Lab Software page to see what software is available in campus labs.

R (also available for free online)
Python (also available for free online)

Online Tools

HathiTrust Research Center Analytics (log in with your UM System ID)
MALLET

Natural Language Processing

Software

Python (also available for free online)

Online Tools

AntConc
A freeware corpus analysis toolkit for concordancing and text analysis.
Apache OpenNLP
The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text.
Google Colab
A Python notebook environment that allows you to write and execute Python in your browser. Available in to Google with your UM System ID, or another Google account.
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Requires fairly advanced knowledge of the Python programming language; a number of Python libraries are available.
HathiTrust Research Center Analytics
Supports large-scale computational analysis of the works in the HathiTrust Digital Library to facilitate non-profit and educational research.
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Log in with your UM System ID.
Stanford Natural Language Processing Group
The Stanford NLP Group makes some Natural Language Processing software available.
Text Mining with R
Online user guide for the TidyText R package.

Stylometry

stylo: Stylometric Multivariate Analyses is an R package to perform various analyses in the field of computational stylistics, authorship attribution, etc.

Network and Citation Analysis Tools

Software

Visit the IS Lab Software page to see what software is available in campus labs.

Gephi (network analysis - also available online)

Online Tools

VOSViewer (citation and network analysis)

Qualitative Mark-Up and Annotation

Software

ATLAS.ti
NVivo

Online Tools

Hypothesis
Hypothesis is a social annotation tool.
Taguette
Taguette is a free and open-source qualitative research tool.

Text Data Visualization Tools

Software

Visit the IS Lab Software page to see what software is available in campus labs.

ATLAS.ti
NVivo
R (also available for free online)
Gephi (also available online)

Online Tools

Word Frequency Analysis Tools

Software

Visit the IS Lab Software page to see what software is available in campus labs.

ATLAS.ti
NVivo
R
SAS Text Miner
Python

Introduction to Text Data Mining

Machine Learning Tools

Topic Modeling

Software

Online Tools

Natural Language Processing

Software

Online Tools

Stylometry

Network and Citation Analysis Tools

Software

Online Tools

Qualitative Mark-Up and Annotation

Software

Online Tools

Text Data Visualization Tools

Software

Online Tools

Word Frequency Analysis Tools

Software

Online Tools

Miller Nichols Library

Giving to the Libraries