| code_agreement | Measure agreement between LLM codes and human codes |
| cross_tab_themes | Cross-tabulate qualitative themes against a quantitative metric |
| llm_auto_code | Auto-code text with a codebook using structured LLM extraction |
| mock_coder | A keyword-based stand-in coder for demos and tests |
| mock_mixed_data | Generate synthetic mixed-methods behavioural data |
| plot_theme_impact | Plot how a metric shifts when each qualitative theme is present |