Research Tools: Analyze Text
Examine written content (like articles, transcripts, or books) to identify themes, keywords, or language trends. Text analysis is common in humanities and social sciences research.
Note: Tools with an asterisk (*) utilize some form of AI (artificial intelligence). Please consult your class syllabus or professor before using these tools.
Apache Tika

Toolkit for detecting and extracting metadata and text from over 1000 file types. Useful for indexing and content analysis.
Type: Text Analysis
Access: Free
Where Can I Access It?: Must be installed on personal computer
Availability: Desktop
Skill Level: Intermediate
Potential Use Cases: Students in digital humanities or information studies extracting text and metadata from files for analysis or indexing.
Hypothes.is

Web-based annotation tool for collaborative highlighting and commenting on web pages and PDFs.
Type: Text Analysis
Access: Free
Where Can I Access It?: From personal computer or any campus computer lab
Availability: Web-based
Skill Level: Basic
Potential Use Cases: Enables students to collaboratively annotate readings for class, especially useful for literature, journalism, or history courses.
Recogito

Semantic annotation platform for texts and images; identify and mark named entities without coding.
Type: Text Analysis
Access: Free
Where Can I Access It?: From personal computer or any campus computer lab
Availability: Web-based
Skill Level: Advanced
Potential Use Cases: Humanities or classics students can annotate historical texts, maps, or manuscripts without coding.
ChatPDF*

Instantly read, analyze, summarize, and translate PDFs in 50+ languages.
(File size limit is 10MB for free users. Longer papers with many images will likely exceed this limit)
Type: Text Analysis
Access: Free
Where Can I Access It?: From personal computer or any campus computer lab
Availability: Web-based
Skill Level: Basic
Potential Use Cases: Useful for students reviewing academic articles, simplifying complex texts, or quickly summarizing sources.
NoScribe*

An AI-based software that transcribes interviews for qualitative social research or journalistic use. Recognizes over 60 languages and runs securely offline.
Type: Transcription
Access: Free
Where Can I Access It?: Must be installed on personal computer
Availability: Desktop
Skill Level: Intermediate
Potential Use Cases: Journalism or humanities students can transcribe documents for projects.
Taguette

User-friendly tool for coding qualitative data such as interviews and documents.
Type: Qualitative Data Coding
Access: Free
Where Can I Access It?: Must be installed on personal computer
Availability: Desktop
Skill Level: Basic
Potential Use Cases: Perfect for first-time student researchers coding papers, interview transcripts, or textual data for class projects.
Google Ngram Viewer

Charts frequencies of search strings using yearly counts of n-grams found in printed sources published between 1500 and 2019.
Type: Text Analysis
Access: Free
Where Can I Access It?: From personal computer or any campus computer lab
Availability: Web-based
Skill Level: Basic
Potential Use Cases: Useful for students in linguistics, history, or cultural studies tracking how language or topics evolved across centuries.
QualCoder

Desktop QDA tool for coding text, images, and audio data.
Type: Qualitative Data Coding
Access: Free
Where Can I Access It?: Must be installed on personal computer
Availability: Desktop
Skill Level: Intermediate
Potential Use Cases: Ideal for students conducting interview-based projects or ethnographic research needing to code media files.
Voyant Tools

Text reading and analysis environment for scholarly use.
Type: Text Analysis
Access: Free
Where Can I Access It?: From personal computer or any campus computer lab
Availability: Web-based
Skill Level: Basic
Potential Use Cases: Used in English, history, or digital humanities classes for analyzing patterns and themes in literature or corpora.
LSU Resources
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Digital Humanities GuideLSU Library's guide to Digital Humanities tools.
Further Resources
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Introduction to Text Analysis: A Coursebook
This workbook provides a brief introduction to digital text analysis through a series of three-part units. Each unit introduces students to a concept, a tool for or method of digital text analysis, and a series of exercises for practicing the new skills. -
Text Mining with R by
ISBN: 9781491981658Publication Date: 2017-08-01This book serves as an introduction of text mining using the tidytext package and other tidy tools in R. -
Qualitative Inquiry and Research Design by
ISBN: 9781544398396Publication Date: 2024-01-30The ideal introduction to qualitative research′s theories, strategies, and practices. -
A Step-By-step Guide to Qualitative Data Coding by
ISBN: 9781138486874Publication Date: 2019-04-09A Step-by-Step Guide to Qualitative Data Codingis a comprehensive qualitative data analysis guide. It is designed to help readers to systematically analyze qualitative data in a transparent and consistent manner, thus promoting the credibility of their findings. -
Hermeneutica by
ISBN: 9780262034357Publication Date: 2016-04-01An introduction to text analysis using computer-assisted interpretive practices, accompanied by example essays that illustrate the use of these computational tools.
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Social Media Tool ListBellingcat’s Online Open Source Investigation Toolkit.
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Social Media Scraping for QDAAn introductory tutorial to conducting QDA in digital environments, and social media platforms.
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QDA Tools ComparisonNYU Library detailed comparison of qualitative data analysis tools.
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Getting Started with Text AnalysisUC Santa Cruz Library guide to text analysis.