Academic AI tools
Qualitative analysis
Analyze documents, interviews or text
Qualitative analysis tools support the interpretation and organization of non-numerical data. They can help identify themes, patterns, and relationships across documents and transcripts.
Typical uses
- Analyzing interview transcripts
- Working with focus group data
- Exploring themes in documents
- Comparing multiple reports or articles
- Supporting qualitative coding workflows
Things to remember
- AI may assist with coding and organization.
- Human verification and interpretation remains essential.
- Research conclusions should never be based solely on AI-generated analysis.
Example tools
- Copilot Notebook
- Gemini Notebook
- NVivo
These examples illustrate the types of tools available in this category. Inclusion does not constitute a recommendation or endorsement by Concordia University Library.
