dask_expr._collection.DataFrame.quantile
dask_expr._collection.DataFrame.quantile¶
- DataFrame.quantile(q=0.5, axis=0, numeric_only=False, method='default')[source]¶
Approximate row-wise and precise column-wise quantiles of DataFrame
- Parameters
- qlist/array of floats, default 0.5 (50%)
Iterable of numbers ranging from 0 to 1 for the desired quantiles
- axis{0, 1, ‘index’, ‘columns’} (default 0)
0 or ‘index’ for row-wise, 1 or ‘columns’ for column-wise
- method{‘default’, ‘tdigest’, ‘dask’}, optional
What method to use. By default will use dask’s internal custom algorithm (
'dask'). If set to'tdigest'will use tdigest for floats and ints and fallback to the'dask'otherwise.