woodwork.datatable.DataTable.value_counts¶
-
DataTable.
value_counts
(ascending=False, top_n=10, dropna=False)[source]¶ - Returns a list of dictionaries with counts for the most frequent values in each column (only
for DataColumns with category as a standard tag).
- Parameters
ascending (bool) – Defines whether each list of values should be sorted most frequent to least frequent value (False), or least frequent to most frequent value (True). Defaults to False.
top_n (int) – the number of top values to retrieve. Defaults to 10.
dropna (bool) – determines whether to remove NaN values when finding frequency. Defaults to False.
- Returns
- a list of dictionaries for each categorical column with keys count
and value.
- Return type
top_list (list(dict))