index : array-like, Series, or list of arrays/Series
Values to group by in the rows
columns : array-like, Series, or list of arrays/Series
Values to group by in the columns
values : array-like, optional
Array of values to aggregate according to the factors. Requires aggfunc be specified.
aggfunc : function, optional
If specified, requires values be specified as well
rownames : sequence, default None
If passed, must match number of row arrays passed
colnames : sequence, default None
If passed, must match number of column arrays passed
margins : boolean, default False
Add row/column margins (subtotals)
dropna : boolean, default True
Do not include columns whose entries are all NaN
normalize : boolean, {‘all’, ‘index’, ‘columns’}, or {0,1}, default False
Normalize by dividing all values by the sum of values.
- If passed ‘all’ or True, will normalize over all values.
- If passed ‘index’ will normalize over each row.
- If passed ‘columns’ will normalize over each column.
- If margins is True, will also normalize margin values.
New in version 0.18.1.
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