Return Series/DataFrame with requested index / column level(s) removed. Parameters ---------- level : int, str, or list-like If a string is given, must be the name of a level If list-like, elements must be names or positional indexes
(self, level: IndexLabel, axis: Axis = 0)
| 755 | |
| 756 | @final |
| 757 | def droplevel(self, level: IndexLabel, axis: Axis = 0) -> Self: |
| 758 | """ |
| 759 | Return Series/DataFrame with requested index / column level(s) removed. |
| 760 | |
| 761 | Parameters |
| 762 | ---------- |
| 763 | level : int, str, or list-like |
| 764 | If a string is given, must be the name of a level |
| 765 | If list-like, elements must be names or positional indexes |
| 766 | of levels. |
| 767 | |
| 768 | axis : {0 or 'index', 1 or 'columns'}, default 0 |
| 769 | Axis along which the level(s) is removed: |
| 770 | |
| 771 | * 0 or 'index': remove level(s) in column. |
| 772 | * 1 or 'columns': remove level(s) in row. |
| 773 | |
| 774 | For `Series` this parameter is unused and defaults to 0. |
| 775 | |
| 776 | Returns |
| 777 | ------- |
| 778 | Series/DataFrame |
| 779 | Series/DataFrame with requested index / column level(s) removed. |
| 780 | |
| 781 | See Also |
| 782 | -------- |
| 783 | DataFrame.replace : Replace values given in `to_replace` with `value`. |
| 784 | DataFrame.pivot : Return reshaped DataFrame organized by given |
| 785 | index / column values. |
| 786 | |
| 787 | Examples |
| 788 | -------- |
| 789 | >>> df = ( |
| 790 | ... pd.DataFrame([[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12]]) |
| 791 | ... .set_index([0, 1]) |
| 792 | ... .rename_axis(["a", "b"]) |
| 793 | ... ) |
| 794 | |
| 795 | >>> df.columns = pd.MultiIndex.from_tuples( |
| 796 | ... [("c", "e"), ("d", "f")], names=["level_1", "level_2"] |
| 797 | ... ) |
| 798 | |
| 799 | >>> df |
| 800 | level_1 c d |
| 801 | level_2 e f |
| 802 | a b |
| 803 | 1 2 3 4 |
| 804 | 5 6 7 8 |
| 805 | 9 10 11 12 |
| 806 | |
| 807 | >>> df.droplevel("a") |
| 808 | level_1 c d |
| 809 | level_2 e f |
| 810 | b |
| 811 | 2 3 4 |
| 812 | 6 7 8 |
| 813 | 10 11 12 |
| 814 |