Aggregate per-theme statistics for report

Usage

aggregate_theme_statistics(
  data,
  theme_set,
  consolidated = NULL,
  quotes_per_theme = 3L,
  config = NULL,
  metric_interpretation = NULL
)

Arguments

data: tibble with theme_membership_* or emerged_themes columns
theme_set: ThemeSet object
consolidated: ConsolidatedCodes list (or NULL)
quotes_per_theme: Integer; number of representative quotes to select per theme. Wired through from config$analysis$themes$quotes_per_theme; defaults to 3.
config: Optional ThematicConfig or config list. When supplied, config$data$column_mappings$metric_columns is used as the explicit metric allowlist for the per-subtheme paper-style tables When NULL or empty, metrics auto-detect from the data via .detect_metric_columns.
metric_interpretation: Optional MetricInterpretation (from the Methodology Assistant), threaded to .compute_subtheme_statistics so each interpreted column additionally gets the AI's requested primitives. NULL (legacy / Mode 1) -> only the legacy Median(MAD)+Mean(SD) battery.

Value

Named list of theme stats (one per theme). Each theme entry carries a subtheme_stats list with one element per real subtheme: n, per-metric Median(MAD) + Mean(SD), and metric-tagged example quotes – the paper-style per-subtheme rows the report renders into a table inside each theme's card.