nimare.annotate.cogat.expand_counts¶
-
expand_counts(counts_df, rel_df=None, weights=None)[source]¶ Perform hierarchical expansion of counts across labels.
- Parameters
counts_df ((D x T)
pandas.DataFrame) – Term counts for a corpus. T = term, D = document.rel_df (
pandas.DataFrame) – Long-form DataFrame of term-term relationships with at least three columns: ‘input’, ‘output’, and ‘rel_type’.weights (
dict) – Dictionary of weights per relationship type. E.g., {‘isKind’: 1}. Unspecified relationship types default to 0.
- Returns
weighted_df ((D x T)
pandas.DataFrame) – Term counts for a corpus after hierarchical expansion.
