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‎ci/code_checks.sh

+12-12
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@@ -115,18 +115,18 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
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pandas.DatetimeIndex.day_name \
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pandas.core.window.rolling.Rolling.corr \
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pandas.Grouper \
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pandas.core.groupby.SeriesGroupBy.apply \
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pandas.core.groupby.DataFrameGroupBy.apply \
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pandas.core.groupby.SeriesGroupBy.transform \
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pandas.core.groupby.SeriesGroupBy.pipe \
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pandas.core.groupby.DataFrameGroupBy.pipe \
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pandas.core.groupby.DataFrameGroupBy.describe \
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pandas.core.groupby.DataFrameGroupBy.idxmax \
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pandas.core.groupby.DataFrameGroupBy.idxmin \
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pandas.core.groupby.DataFrameGroupBy.value_counts \
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pandas.core.groupby.SeriesGroupBy.describe \
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pandas.core.groupby.DataFrameGroupBy.boxplot \
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pandas.core.groupby.DataFrameGroupBy.hist \
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pandas._core.groupby.SeriesGroupBy.apply \
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pandas._core.groupby.DataFrameGroupBy.apply \
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pandas._core.groupby.SeriesGroupBy.transform \
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pandas._core.groupby.SeriesGroupBy.pipe \
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pandas._core.groupby.DataFrameGroupBy.pipe \
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pandas._core.groupby.DataFrameGroupBy.describe \
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pandas._core.groupby.DataFrameGroupBy.idxmax \
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pandas._core.groupby.DataFrameGroupBy.idxmin \
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pandas._core.groupby.DataFrameGroupBy.value_counts \
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pandas._core.groupby.SeriesGroupBy.describe \
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pandas._core.groupby.DataFrameGroupBy.boxplot \
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pandas._core.groupby.DataFrameGroupBy.hist \
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pandas.io.formats.style.Styler.map \
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pandas.io.formats.style.Styler.apply_index \
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pandas.io.formats.style.Styler.map_index \

‎doc/redirects.csv

+70-70
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@@ -164,76 +164,76 @@ generated/pandas.CategoricalIndex.reorder_categories,../reference/api/pandas.Cat
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generated/pandas.CategoricalIndex.set_categories,../reference/api/pandas.CategoricalIndex.set_categories
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generated/pandas.Categorical.ordered,../reference/api/pandas.Categorical.ordered
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generated/pandas.concat,../reference/api/pandas.concat
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generated/pandas.core.groupby.DataFrameGroupBy.all,../reference/api/pandas.core.groupby.DataFrameGroupBy.all
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generated/pandas.core.groupby.DataFrameGroupBy.any,../reference/api/pandas.core.groupby.DataFrameGroupBy.any
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generated/pandas.core.groupby.DataFrameGroupBy.bfill,../reference/api/pandas.core.groupby.DataFrameGroupBy.bfill
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generated/pandas.core.groupby.DataFrameGroupBy.boxplot,../reference/api/pandas.core.groupby.DataFrameGroupBy.boxplot
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generated/pandas.core.groupby.DataFrameGroupBy.corr,../reference/api/pandas.core.groupby.DataFrameGroupBy.corr
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generated/pandas.core.groupby.DataFrameGroupBy.corrwith,../reference/api/pandas.core.groupby.DataFrameGroupBy.corrwith
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generated/pandas.core.groupby.DataFrameGroupBy.count,../reference/api/pandas.core.groupby.DataFrameGroupBy.count
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generated/pandas.core.groupby.DataFrameGroupBy.cov,../reference/api/pandas.core.groupby.DataFrameGroupBy.cov
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generated/pandas.core.groupby.DataFrameGroupBy.cummax,../reference/api/pandas.core.groupby.DataFrameGroupBy.cummax
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generated/pandas.core.groupby.DataFrameGroupBy.cummin,../reference/api/pandas.core.groupby.DataFrameGroupBy.cummin
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generated/pandas.core.groupby.DataFrameGroupBy.cumprod,../reference/api/pandas.core.groupby.DataFrameGroupBy.cumprod
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generated/pandas.core.groupby.DataFrameGroupBy.cumsum,../reference/api/pandas.core.groupby.DataFrameGroupBy.cumsum
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generated/pandas.core.groupby.DataFrameGroupBy.describe,../reference/api/pandas.core.groupby.DataFrameGroupBy.describe
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generated/pandas.core.groupby.DataFrameGroupBy.diff,../reference/api/pandas.core.groupby.DataFrameGroupBy.diff
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generated/pandas.core.groupby.DataFrameGroupBy.ffill,../reference/api/pandas.core.groupby.DataFrameGroupBy.ffill
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generated/pandas.core.groupby.DataFrameGroupBy.fillna,../reference/api/pandas.core.groupby.DataFrameGroupBy.fillna
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generated/pandas.core.groupby.DataFrameGroupBy.filter,../reference/api/pandas.core.groupby.DataFrameGroupBy.filter
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generated/pandas.core.groupby.DataFrameGroupBy.hist,../reference/api/pandas.core.groupby.DataFrameGroupBy.hist
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generated/pandas.core.groupby.DataFrameGroupBy.idxmax,../reference/api/pandas.core.groupby.DataFrameGroupBy.idxmax
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generated/pandas.core.groupby.DataFrameGroupBy.idxmin,../reference/api/pandas.core.groupby.DataFrameGroupBy.idxmin
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generated/pandas.core.groupby.DataFrameGroupBy.pct_change,../reference/api/pandas.core.groupby.DataFrameGroupBy.pct_change
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generated/pandas.core.groupby.DataFrameGroupBy.plot,../reference/api/pandas.core.groupby.DataFrameGroupBy.plot
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generated/pandas.core.groupby.DataFrameGroupBy.quantile,../reference/api/pandas.core.groupby.DataFrameGroupBy.quantile
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generated/pandas.core.groupby.DataFrameGroupBy.rank,../reference/api/pandas.core.groupby.DataFrameGroupBy.rank
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generated/pandas.core.groupby.DataFrameGroupBy.resample,../reference/api/pandas.core.groupby.DataFrameGroupBy.resample
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generated/pandas.core.groupby.DataFrameGroupBy.shift,../reference/api/pandas.core.groupby.DataFrameGroupBy.shift
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generated/pandas.core.groupby.DataFrameGroupBy.size,../reference/api/pandas.core.groupby.DataFrameGroupBy.size
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generated/pandas.core.groupby.DataFrameGroupBy.skew,../reference/api/pandas.core.groupby.DataFrameGroupBy.skew
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generated/pandas.core.groupby.DataFrameGroupBy.take,../reference/api/pandas.core.groupby.DataFrameGroupBy.take
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generated/pandas.core.groupby.GroupBy.agg,../reference/api/pandas.core.groupby.GroupBy.agg
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generated/pandas.core.groupby.GroupBy.aggregate,../reference/api/pandas.core.groupby.GroupBy.aggregate
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generated/pandas.core.groupby.GroupBy.all,../reference/api/pandas.core.groupby.GroupBy.all
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generated/pandas.core.groupby.GroupBy.any,../reference/api/pandas.core.groupby.GroupBy.any
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generated/pandas.core.groupby.GroupBy.apply,../reference/api/pandas.core.groupby.GroupBy.apply
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generated/pandas.core.groupby.GroupBy.bfill,../reference/api/pandas.core.groupby.GroupBy.bfill
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generated/pandas.core.groupby.GroupBy.count,../reference/api/pandas.core.groupby.GroupBy.count
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generated/pandas.core.groupby.GroupBy.cumcount,../reference/api/pandas.core.groupby.GroupBy.cumcount
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generated/pandas.core.groupby.GroupBy.ffill,../reference/api/pandas.core.groupby.GroupBy.ffill
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generated/pandas.core.groupby.GroupBy.first,../reference/api/pandas.core.groupby.GroupBy.first
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generated/pandas.core.groupby.GroupBy.get_group,../reference/api/pandas.core.groupby.GroupBy.get_group
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generated/pandas.core.groupby.GroupBy.groups,../reference/api/pandas.core.groupby.GroupBy.groups
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generated/pandas.core.groupby.GroupBy.head,../reference/api/pandas.core.groupby.GroupBy.head
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generated/pandas.core.groupby.GroupBy.indices,../reference/api/pandas.core.groupby.GroupBy.indices
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generated/pandas.core.groupby.GroupBy.__iter__,../reference/api/pandas.core.groupby.GroupBy.__iter__
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generated/pandas.core.groupby.GroupBy.last,../reference/api/pandas.core.groupby.GroupBy.last
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generated/pandas.core.groupby.GroupBy.max,../reference/api/pandas.core.groupby.GroupBy.max
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generated/pandas.core.groupby.GroupBy.mean,../reference/api/pandas.core.groupby.GroupBy.mean
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generated/pandas.core.groupby.GroupBy.median,../reference/api/pandas.core.groupby.GroupBy.median
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generated/pandas.core.groupby.GroupBy.min,../reference/api/pandas.core.groupby.GroupBy.min
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generated/pandas.core.groupby.GroupBy.ngroup,../reference/api/pandas.core.groupby.GroupBy.ngroup
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generated/pandas.core.groupby.GroupBy.nth,../reference/api/pandas.core.groupby.GroupBy.nth
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generated/pandas.core.groupby.GroupBy.ohlc,../reference/api/pandas.core.groupby.GroupBy.ohlc
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generated/pandas.core.groupby.GroupBy.pct_change,../reference/api/pandas.core.groupby.GroupBy.pct_change
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generated/pandas.core.groupby.GroupBy.pipe,../reference/api/pandas.core.groupby.GroupBy.pipe
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generated/pandas.core.groupby.GroupBy.prod,../reference/api/pandas.core.groupby.GroupBy.prod
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generated/pandas.core.groupby.GroupBy.rank,../reference/api/pandas.core.groupby.GroupBy.rank
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generated/pandas.core.groupby.GroupBy.sem,../reference/api/pandas.core.groupby.GroupBy.sem
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generated/pandas.core.groupby.GroupBy.size,../reference/api/pandas.core.groupby.GroupBy.size
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generated/pandas.core.groupby.GroupBy.std,../reference/api/pandas.core.groupby.GroupBy.std
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generated/pandas.core.groupby.GroupBy.sum,../reference/api/pandas.core.groupby.GroupBy.sum
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generated/pandas.core.groupby.GroupBy.tail,../reference/api/pandas.core.groupby.GroupBy.tail
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generated/pandas.core.groupby.GroupBy.transform,../reference/api/pandas.core.groupby.GroupBy.transform
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generated/pandas.core.groupby.GroupBy.var,../reference/api/pandas.core.groupby.GroupBy.var
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generated/pandas.core.groupby.SeriesGroupBy.is_monotonic_decreasing,../reference/api/pandas.core.groupby.SeriesGroupBy.is_monotonic_decreasing
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generated/pandas.core.groupby.SeriesGroupBy.is_monotonic_increasing,../reference/api/pandas.core.groupby.SeriesGroupBy.is_monotonic_increasing
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generated/pandas.core.groupby.SeriesGroupBy.nlargest,../reference/api/pandas.core.groupby.SeriesGroupBy.nlargest
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generated/pandas.core.groupby.SeriesGroupBy.nsmallest,../reference/api/pandas.core.groupby.SeriesGroupBy.nsmallest
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generated/pandas.core.groupby.SeriesGroupBy.nunique,../reference/api/pandas.core.groupby.SeriesGroupBy.nunique
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generated/pandas.core.groupby.SeriesGroupBy.unique,../reference/api/pandas.core.groupby.SeriesGroupBy.unique
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generated/pandas.core.groupby.SeriesGroupBy.value_counts,../reference/api/pandas.core.groupby.SeriesGroupBy.value_counts
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generated/pandas._core.groupby.DataFrameGroupBy.all,../reference/api/pandas._core.groupby.DataFrameGroupBy.all
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generated/pandas._core.groupby.DataFrameGroupBy.any,../reference/api/pandas._core.groupby.DataFrameGroupBy.any
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generated/pandas._core.groupby.DataFrameGroupBy.bfill,../reference/api/pandas._core.groupby.DataFrameGroupBy.bfill
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generated/pandas._core.groupby.DataFrameGroupBy.boxplot,../reference/api/pandas._core.groupby.DataFrameGroupBy.boxplot
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generated/pandas._core.groupby.DataFrameGroupBy.corr,../reference/api/pandas._core.groupby.DataFrameGroupBy.corr
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generated/pandas._core.groupby.DataFrameGroupBy.corrwith,../reference/api/pandas._core.groupby.DataFrameGroupBy.corrwith
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generated/pandas._core.groupby.DataFrameGroupBy.count,../reference/api/pandas._core.groupby.DataFrameGroupBy.count
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generated/pandas._core.groupby.DataFrameGroupBy.cov,../reference/api/pandas._core.groupby.DataFrameGroupBy.cov
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generated/pandas._core.groupby.DataFrameGroupBy.cummax,../reference/api/pandas._core.groupby.DataFrameGroupBy.cummax
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generated/pandas._core.groupby.DataFrameGroupBy.cummin,../reference/api/pandas._core.groupby.DataFrameGroupBy.cummin
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generated/pandas._core.groupby.DataFrameGroupBy.cumprod,../reference/api/pandas._core.groupby.DataFrameGroupBy.cumprod
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generated/pandas._core.groupby.DataFrameGroupBy.cumsum,../reference/api/pandas._core.groupby.DataFrameGroupBy.cumsum
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generated/pandas._core.groupby.DataFrameGroupBy.describe,../reference/api/pandas._core.groupby.DataFrameGroupBy.describe
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generated/pandas._core.groupby.DataFrameGroupBy.diff,../reference/api/pandas._core.groupby.DataFrameGroupBy.diff
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generated/pandas._core.groupby.DataFrameGroupBy.ffill,../reference/api/pandas._core.groupby.DataFrameGroupBy.ffill
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generated/pandas._core.groupby.DataFrameGroupBy.fillna,../reference/api/pandas._core.groupby.DataFrameGroupBy.fillna
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generated/pandas._core.groupby.DataFrameGroupBy.filter,../reference/api/pandas._core.groupby.DataFrameGroupBy.filter
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generated/pandas._core.groupby.DataFrameGroupBy.hist,../reference/api/pandas._core.groupby.DataFrameGroupBy.hist
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generated/pandas._core.groupby.DataFrameGroupBy.idxmax,../reference/api/pandas._core.groupby.DataFrameGroupBy.idxmax
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generated/pandas._core.groupby.DataFrameGroupBy.idxmin,../reference/api/pandas._core.groupby.DataFrameGroupBy.idxmin
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generated/pandas._core.groupby.DataFrameGroupBy.pct_change,../reference/api/pandas._core.groupby.DataFrameGroupBy.pct_change
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generated/pandas._core.groupby.DataFrameGroupBy.plot,../reference/api/pandas._core.groupby.DataFrameGroupBy.plot
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generated/pandas._core.groupby.DataFrameGroupBy.quantile,../reference/api/pandas._core.groupby.DataFrameGroupBy.quantile
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generated/pandas._core.groupby.DataFrameGroupBy.rank,../reference/api/pandas._core.groupby.DataFrameGroupBy.rank
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generated/pandas._core.groupby.DataFrameGroupBy.resample,../reference/api/pandas._core.groupby.DataFrameGroupBy.resample
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generated/pandas._core.groupby.DataFrameGroupBy.shift,../reference/api/pandas._core.groupby.DataFrameGroupBy.shift
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generated/pandas._core.groupby.DataFrameGroupBy.size,../reference/api/pandas._core.groupby.DataFrameGroupBy.size
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generated/pandas._core.groupby.DataFrameGroupBy.skew,../reference/api/pandas._core.groupby.DataFrameGroupBy.skew
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generated/pandas._core.groupby.DataFrameGroupBy.take,../reference/api/pandas._core.groupby.DataFrameGroupBy.take
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generated/pandas._core.groupby.GroupBy.agg,../reference/api/pandas._core.groupby.GroupBy.agg
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generated/pandas._core.groupby.GroupBy.aggregate,../reference/api/pandas._core.groupby.GroupBy.aggregate
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generated/pandas._core.groupby.GroupBy.all,../reference/api/pandas._core.groupby.GroupBy.all
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generated/pandas._core.groupby.GroupBy.any,../reference/api/pandas._core.groupby.GroupBy.any
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generated/pandas._core.groupby.GroupBy.apply,../reference/api/pandas._core.groupby.GroupBy.apply
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generated/pandas._core.groupby.GroupBy.bfill,../reference/api/pandas._core.groupby.GroupBy.bfill
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generated/pandas._core.groupby.GroupBy.count,../reference/api/pandas._core.groupby.GroupBy.count
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generated/pandas._core.groupby.GroupBy.cumcount,../reference/api/pandas._core.groupby.GroupBy.cumcount
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generated/pandas._core.groupby.GroupBy.ffill,../reference/api/pandas._core.groupby.GroupBy.ffill
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generated/pandas._core.groupby.GroupBy.first,../reference/api/pandas._core.groupby.GroupBy.first
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generated/pandas._core.groupby.GroupBy.get_group,../reference/api/pandas._core.groupby.GroupBy.get_group
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generated/pandas._core.groupby.GroupBy.groups,../reference/api/pandas._core.groupby.GroupBy.groups
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generated/pandas._core.groupby.GroupBy.head,../reference/api/pandas._core.groupby.GroupBy.head
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generated/pandas._core.groupby.GroupBy.indices,../reference/api/pandas._core.groupby.GroupBy.indices
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generated/pandas._core.groupby.GroupBy.__iter__,../reference/api/pandas._core.groupby.GroupBy.__iter__
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generated/pandas._core.groupby.GroupBy.last,../reference/api/pandas._core.groupby.GroupBy.last
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generated/pandas._core.groupby.GroupBy.max,../reference/api/pandas._core.groupby.GroupBy.max
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generated/pandas._core.groupby.GroupBy.mean,../reference/api/pandas._core.groupby.GroupBy.mean
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generated/pandas._core.groupby.GroupBy.median,../reference/api/pandas._core.groupby.GroupBy.median
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generated/pandas._core.groupby.GroupBy.min,../reference/api/pandas._core.groupby.GroupBy.min
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generated/pandas._core.groupby.GroupBy.ngroup,../reference/api/pandas._core.groupby.GroupBy.ngroup
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generated/pandas._core.groupby.GroupBy.nth,../reference/api/pandas._core.groupby.GroupBy.nth
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generated/pandas._core.groupby.GroupBy.ohlc,../reference/api/pandas._core.groupby.GroupBy.ohlc
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generated/pandas._core.groupby.GroupBy.pct_change,../reference/api/pandas._core.groupby.GroupBy.pct_change
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generated/pandas._core.groupby.GroupBy.pipe,../reference/api/pandas._core.groupby.GroupBy.pipe
221+
generated/pandas._core.groupby.GroupBy.prod,../reference/api/pandas._core.groupby.GroupBy.prod
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generated/pandas._core.groupby.GroupBy.rank,../reference/api/pandas._core.groupby.GroupBy.rank
223+
generated/pandas._core.groupby.GroupBy.sem,../reference/api/pandas._core.groupby.GroupBy.sem
224+
generated/pandas._core.groupby.GroupBy.size,../reference/api/pandas._core.groupby.GroupBy.size
225+
generated/pandas._core.groupby.GroupBy.std,../reference/api/pandas._core.groupby.GroupBy.std
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generated/pandas._core.groupby.GroupBy.sum,../reference/api/pandas._core.groupby.GroupBy.sum
227+
generated/pandas._core.groupby.GroupBy.tail,../reference/api/pandas._core.groupby.GroupBy.tail
228+
generated/pandas._core.groupby.GroupBy.transform,../reference/api/pandas._core.groupby.GroupBy.transform
229+
generated/pandas._core.groupby.GroupBy.var,../reference/api/pandas._core.groupby.GroupBy.var
230+
generated/pandas._core.groupby.SeriesGroupBy.is_monotonic_decreasing,../reference/api/pandas._core.groupby.SeriesGroupBy.is_monotonic_decreasing
231+
generated/pandas._core.groupby.SeriesGroupBy.is_monotonic_increasing,../reference/api/pandas._core.groupby.SeriesGroupBy.is_monotonic_increasing
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generated/pandas._core.groupby.SeriesGroupBy.nlargest,../reference/api/pandas._core.groupby.SeriesGroupBy.nlargest
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generated/pandas._core.groupby.SeriesGroupBy.nsmallest,../reference/api/pandas._core.groupby.SeriesGroupBy.nsmallest
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generated/pandas._core.groupby.SeriesGroupBy.nunique,../reference/api/pandas._core.groupby.SeriesGroupBy.nunique
235+
generated/pandas._core.groupby.SeriesGroupBy.unique,../reference/api/pandas._core.groupby.SeriesGroupBy.unique
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generated/pandas._core.groupby.SeriesGroupBy.value_counts,../reference/api/pandas._core.groupby.SeriesGroupBy.value_counts
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generated/pandas.core.resample.Resampler.aggregate,../reference/api/pandas.core.resample.Resampler.aggregate
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generated/pandas.core.resample.Resampler.apply,../reference/api/pandas.core.resample.Resampler.apply
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generated/pandas.core.resample.Resampler.asfreq,../reference/api/pandas.core.resample.Resampler.asfreq

‎doc/source/getting_started/comparison/comparison_with_sql.rst

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tips.groupby("sex").size()
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Notice that in the pandas code we used :meth:`~pandas.core.groupby.DataFrameGroupBy.size` and not
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:meth:`~pandas.core.groupby.DataFrameGroupBy.count`. This is because
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:meth:`~pandas.core.groupby.DataFrameGroupBy.count` applies the function to each column, returning
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Notice that in the pandas code we used :meth:`~pandas._core.groupby.DataFrameGroupBy.size` and not
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:meth:`~pandas._core.groupby.DataFrameGroupBy.count`. This is because
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:meth:`~pandas._core.groupby.DataFrameGroupBy.count` applies the function to each column, returning
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the number of ``NOT NULL`` records within each.
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.. ipython:: python
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Alternatively, we could have applied the :meth:`~pandas.core.groupby.DataFrameGroupBy.count` method
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Alternatively, we could have applied the :meth:`~pandas._core.groupby.DataFrameGroupBy.count` method
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to an individual column:
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.. ipython:: python
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Multiple functions can also be applied at once. For instance, say we'd like to see how tip amount
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differs by day of the week - :meth:`~pandas.core.groupby.DataFrameGroupBy.agg` allows you to pass a dictionary
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differs by day of the week - :meth:`~pandas._core.groupby.DataFrameGroupBy.agg` allows you to pass a dictionary
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.. code-block:: sql

‎doc/source/reference/groupby.rst

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=======
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=======
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.. currentmodule:: pandas.core.groupby
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--------------------

‎doc/source/user_guide/10min.rst

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df
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:meth:`~pandas.core.groupby.DataFrameGroupBy.sum` function to the resulting
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:meth:`~pandas._core.groupby.DataFrameGroupBy.sum` function to the resulting
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groups:
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.. ipython:: python

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