Categorical Analysis Report
Report type key: categorical_markdown
Configuration type: Analytic
Group: Analytic
Statistical tests and visualizations for categorical and mixed-type columns (chi-square, Cramér’s V, bar charts).
How to get it
- Create and save an Analytic configuration.
- Enable: Analysis & LLM → Categorical Analysis.
- Run the job and wait until completed.
- Open Reports (
/reports), select that job, and choose this type.
Markdown viewer: /markdown/JOB_ID/categorical_markdown
API: GET /reports/JOB_ID/categorical_markdown
The family was off, mappings were incomplete, or the step failed. Check job logs and Analysis & LLM. Skipped Financial KPIs mean unmapped fields, not zeros.
How to read
Look for associations between categories, not continuous ARPU. Sparse levels can inflate tests — check counts in the JSON.
Companion artifacts
| Key | Artifact |
|---|---|
categorical_markdown | Markdown report |
categorical_notebook | Jupyter notebook |
categorical_graphs | PNG folder |
categorical_results | JSON results |
Markdown, notebook, and graphs for the same family usually land together. JSON feeds Analysis Insights.
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