Export per-theme paper-style subtheme-summary CSVs — export_theme_subtheme_summary

Complement to export_theme_entry_csvs: for each theme, writes a CSV with ONE ROW PER REAL SUBTHEME with paper-style columns (Subtheme name, description, n, Median+MAD + Mean+SD per auto- detected metric, examples of comments tagged with metric values).

Usage

export_theme_subtheme_summary_csvs(
  theme_stats,
  output_dir,
  methodology_mode = NULL
)

Arguments

theme_stats: Per-theme stats list from aggregate_theme_statistics() (must carry subtheme_stats + metric_cols).
output_dir: Run directory.
methodology_mode: Optional methodology mode for AC4 stamping.

Value

Named list of file info per theme.

Details

Output structure:

theme_summaries/<safe_theme_name>.csv – one per theme with non-empty subtheme_stats
theme_summaries/all_subthemes.csv – master with theme_name + subtheme rows from every theme

Themes with no real subthemes (only the virtual NA-named wrapper) OR with empty subtheme_stats are skipped – they're already covered by the per-entry CSVs and the theme card.