"/var/folders/_7/4r0_zg6n2pg205phgy6ggxxr0000gq/T/ipykernel_27908/1185460482.py:1: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
"/var/folders/_7/4r0_zg6n2pg205phgy6ggxxr0000gq/T/ipykernel_27908/4032339398.py:1: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",