Evidence · one of the 17 tools
Data Analysis
Analysis where the numbers are computed, never guessed
Data Analysis designs your study, runs real statistics with deterministic code, codes qualitative transcripts with verbatim-located quotes, and hands verified findings to your Results chapter.
What Data Analysis does
Study design, grounded
Design, variables, sampling, instruments, and validity threats, drawn from methodology literature with real citations, plus ethics and pre-registration drafts.
Statistics by real code
Upload a CSV and nine statistical tests run as deterministic computation: t-tests, correlation, ANOVA, regression, chi-square, Mann-Whitney. The model interprets; it never invents a number.
Advanced analysis, sandboxed
Beyond the named tests, AI-written Python runs in an isolated cloud sandbox with hard timeouts: power without letting a model touch your machine.
Qualitative coding with verbatim quotes
Transcripts become a codebook and themes, and every supporting quote is re-located verbatim in your transcript. A quote that can't be found is flagged, not trusted.
Findings flow into chapters
Results, Discussion, and Conclusion draft directly from your persisted analyses, quantitative or qualitative.
Grounded by design
Every statistic in your thesis traces to computed output. Model-fabricated numbers are impossible by construction.