py:attribute
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	pandas.tseries.offsets.Week.rule_code    reference/api/pandas.tseries.offsets.Week.rule_code.html#pandas.tseries.offsets.Week.rule_code
	pandas.tseries.offsets.Week.weekday      reference/api/pandas.tseries.offsets.Week.weekday.html#pandas.tseries.offsets.Week.weekday
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	pandas.tseries.offsets.WeekOfMonth.freqstr reference/api/pandas.tseries.offsets.WeekOfMonth.freqstr.html#pandas.tseries.offsets.WeekOfMonth.freqstr
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	pandas.tseries.offsets.WeekOfMonth.nanos reference/api/pandas.tseries.offsets.WeekOfMonth.nanos.html#pandas.tseries.offsets.WeekOfMonth.nanos
	pandas.tseries.offsets.WeekOfMonth.normalize reference/api/pandas.tseries.offsets.WeekOfMonth.normalize.html#pandas.tseries.offsets.WeekOfMonth.normalize
	pandas.tseries.offsets.WeekOfMonth.rule_code reference/api/pandas.tseries.offsets.WeekOfMonth.rule_code.html#pandas.tseries.offsets.WeekOfMonth.rule_code
	pandas.tseries.offsets.WeekOfMonth.week  reference/api/pandas.tseries.offsets.WeekOfMonth.week.html#pandas.tseries.offsets.WeekOfMonth.week
	pandas.tseries.offsets.WeekOfMonth.weekday reference/api/pandas.tseries.offsets.WeekOfMonth.weekday.html#pandas.tseries.offsets.WeekOfMonth.weekday
	pandas.tseries.offsets.YearBegin.base    reference/api/pandas.tseries.offsets.YearBegin.base.html#pandas.tseries.offsets.YearBegin.base
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	pandas.tseries.offsets.YearBegin.kwds    reference/api/pandas.tseries.offsets.YearBegin.kwds.html#pandas.tseries.offsets.YearBegin.kwds
	pandas.tseries.offsets.YearBegin.month   reference/api/pandas.tseries.offsets.YearBegin.month.html#pandas.tseries.offsets.YearBegin.month
	pandas.tseries.offsets.YearBegin.n       reference/api/pandas.tseries.offsets.YearBegin.n.html#pandas.tseries.offsets.YearBegin.n
	pandas.tseries.offsets.YearBegin.name    reference/api/pandas.tseries.offsets.YearBegin.name.html#pandas.tseries.offsets.YearBegin.name
	pandas.tseries.offsets.YearBegin.nanos   reference/api/pandas.tseries.offsets.YearBegin.nanos.html#pandas.tseries.offsets.YearBegin.nanos
	pandas.tseries.offsets.YearBegin.normalize reference/api/pandas.tseries.offsets.YearBegin.normalize.html#pandas.tseries.offsets.YearBegin.normalize
	pandas.tseries.offsets.YearBegin.rule_code reference/api/pandas.tseries.offsets.YearBegin.rule_code.html#pandas.tseries.offsets.YearBegin.rule_code
	pandas.tseries.offsets.YearEnd.base      reference/api/pandas.tseries.offsets.YearEnd.base.html#pandas.tseries.offsets.YearEnd.base
	pandas.tseries.offsets.YearEnd.freqstr   reference/api/pandas.tseries.offsets.YearEnd.freqstr.html#pandas.tseries.offsets.YearEnd.freqstr
	pandas.tseries.offsets.YearEnd.kwds      reference/api/pandas.tseries.offsets.YearEnd.kwds.html#pandas.tseries.offsets.YearEnd.kwds
	pandas.tseries.offsets.YearEnd.month     reference/api/pandas.tseries.offsets.YearEnd.month.html#pandas.tseries.offsets.YearEnd.month
	pandas.tseries.offsets.YearEnd.n         reference/api/pandas.tseries.offsets.YearEnd.n.html#pandas.tseries.offsets.YearEnd.n
	pandas.tseries.offsets.YearEnd.name      reference/api/pandas.tseries.offsets.YearEnd.name.html#pandas.tseries.offsets.YearEnd.name
	pandas.tseries.offsets.YearEnd.nanos     reference/api/pandas.tseries.offsets.YearEnd.nanos.html#pandas.tseries.offsets.YearEnd.nanos
	pandas.tseries.offsets.YearEnd.normalize reference/api/pandas.tseries.offsets.YearEnd.normalize.html#pandas.tseries.offsets.YearEnd.normalize
	pandas.tseries.offsets.YearEnd.rule_code reference/api/pandas.tseries.offsets.YearEnd.rule_code.html#pandas.tseries.offsets.YearEnd.rule_code
py:class
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	pandas.Categorical                       reference/api/pandas.Categorical.html#pandas.Categorical
	pandas.CategoricalDtype                  reference/api/pandas.CategoricalDtype.html#pandas.CategoricalDtype
	pandas.CategoricalIndex                  reference/api/pandas.CategoricalIndex.html#pandas.CategoricalIndex
	pandas.DataFrame                         reference/api/pandas.DataFrame.html#pandas.DataFrame
	pandas.DatetimeIndex                     reference/api/pandas.DatetimeIndex.html#pandas.DatetimeIndex
	pandas.DatetimeTZDtype                   reference/api/pandas.DatetimeTZDtype.html#pandas.DatetimeTZDtype
	pandas.ExcelWriter                       reference/api/pandas.ExcelWriter.html#pandas.ExcelWriter
	pandas.Flags                             reference/api/pandas.Flags.html#pandas.Flags
	pandas.Float64Index                      reference/api/pandas.Float64Index.html#pandas.Float64Index
	pandas.Grouper                           reference/api/pandas.Grouper.html#pandas.Grouper
	pandas.Index                             reference/api/pandas.Index.html#pandas.Index
	pandas.Int16Dtype                        reference/api/pandas.Int16Dtype.html#pandas.Int16Dtype
	pandas.Int32Dtype                        reference/api/pandas.Int32Dtype.html#pandas.Int32Dtype
	pandas.Int64Dtype                        reference/api/pandas.Int64Dtype.html#pandas.Int64Dtype
	pandas.Int64Index                        reference/api/pandas.Int64Index.html#pandas.Int64Index
	pandas.Int8Dtype                         reference/api/pandas.Int8Dtype.html#pandas.Int8Dtype
	pandas.Interval                          reference/api/pandas.Interval.html#pandas.Interval
	pandas.IntervalDtype                     reference/api/pandas.IntervalDtype.html#pandas.IntervalDtype
	pandas.IntervalIndex                     reference/api/pandas.IntervalIndex.html#pandas.IntervalIndex
	pandas.MultiIndex                        reference/api/pandas.MultiIndex.html#pandas.MultiIndex
	pandas.Period                            reference/api/pandas.Period.html#pandas.Period
	pandas.PeriodDtype                       reference/api/pandas.PeriodDtype.html#pandas.PeriodDtype
	pandas.PeriodIndex                       reference/api/pandas.PeriodIndex.html#pandas.PeriodIndex
	pandas.RangeIndex                        reference/api/pandas.RangeIndex.html#pandas.RangeIndex
	pandas.Series                            reference/api/pandas.Series.html#pandas.Series
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	pandas.StringDtype                       reference/api/pandas.StringDtype.html#pandas.StringDtype
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	pandas.api.indexers.VariableOffsetWindowIndexer reference/api/pandas.api.indexers.VariableOffsetWindowIndexer.html#pandas.api.indexers.VariableOffsetWindowIndexer
	pandas.arrays.BooleanArray               reference/api/pandas.arrays.BooleanArray.html#pandas.arrays.BooleanArray
	pandas.arrays.DatetimeArray              reference/api/pandas.arrays.DatetimeArray.html#pandas.arrays.DatetimeArray
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	pandas.arrays.TimedeltaArray             reference/api/pandas.arrays.TimedeltaArray.html#pandas.arrays.TimedeltaArray
	pandas.io.formats.style.Styler           reference/api/pandas.io.formats.style.Styler.html#pandas.io.formats.style.Styler
	pandas.option_context                    reference/api/pandas.option_context.html#pandas.option_context
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	pandas.tseries.offsets.BYearBegin        reference/api/pandas.tseries.offsets.BYearBegin.html#pandas.tseries.offsets.BYearBegin
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	pandas.tseries.offsets.CustomBusinessDay reference/api/pandas.tseries.offsets.CustomBusinessDay.html#pandas.tseries.offsets.CustomBusinessDay
	pandas.tseries.offsets.CustomBusinessHour reference/api/pandas.tseries.offsets.CustomBusinessHour.html#pandas.tseries.offsets.CustomBusinessHour
	pandas.tseries.offsets.CustomBusinessMonthBegin reference/api/pandas.tseries.offsets.CustomBusinessMonthBegin.html#pandas.tseries.offsets.CustomBusinessMonthBegin
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	pandas.tseries.offsets.DateOffset        reference/api/pandas.tseries.offsets.DateOffset.html#pandas.tseries.offsets.DateOffset
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	pandas.tseries.offsets.Hour              reference/api/pandas.tseries.offsets.Hour.html#pandas.tseries.offsets.Hour
	pandas.tseries.offsets.LastWeekOfMonth   reference/api/pandas.tseries.offsets.LastWeekOfMonth.html#pandas.tseries.offsets.LastWeekOfMonth
	pandas.tseries.offsets.Micro             reference/api/pandas.tseries.offsets.Micro.html#pandas.tseries.offsets.Micro
	pandas.tseries.offsets.Milli             reference/api/pandas.tseries.offsets.Milli.html#pandas.tseries.offsets.Milli
	pandas.tseries.offsets.Minute            reference/api/pandas.tseries.offsets.Minute.html#pandas.tseries.offsets.Minute
	pandas.tseries.offsets.MonthBegin        reference/api/pandas.tseries.offsets.MonthBegin.html#pandas.tseries.offsets.MonthBegin
	pandas.tseries.offsets.MonthEnd          reference/api/pandas.tseries.offsets.MonthEnd.html#pandas.tseries.offsets.MonthEnd
	pandas.tseries.offsets.Nano              reference/api/pandas.tseries.offsets.Nano.html#pandas.tseries.offsets.Nano
	pandas.tseries.offsets.QuarterBegin      reference/api/pandas.tseries.offsets.QuarterBegin.html#pandas.tseries.offsets.QuarterBegin
	pandas.tseries.offsets.QuarterEnd        reference/api/pandas.tseries.offsets.QuarterEnd.html#pandas.tseries.offsets.QuarterEnd
	pandas.tseries.offsets.Second            reference/api/pandas.tseries.offsets.Second.html#pandas.tseries.offsets.Second
	pandas.tseries.offsets.SemiMonthBegin    reference/api/pandas.tseries.offsets.SemiMonthBegin.html#pandas.tseries.offsets.SemiMonthBegin
	pandas.tseries.offsets.SemiMonthEnd      reference/api/pandas.tseries.offsets.SemiMonthEnd.html#pandas.tseries.offsets.SemiMonthEnd
	pandas.tseries.offsets.Tick              reference/api/pandas.tseries.offsets.Tick.html#pandas.tseries.offsets.Tick
	pandas.tseries.offsets.Week              reference/api/pandas.tseries.offsets.Week.html#pandas.tseries.offsets.Week
	pandas.tseries.offsets.WeekOfMonth       reference/api/pandas.tseries.offsets.WeekOfMonth.html#pandas.tseries.offsets.WeekOfMonth
	pandas.tseries.offsets.YearBegin         reference/api/pandas.tseries.offsets.YearBegin.html#pandas.tseries.offsets.YearBegin
	pandas.tseries.offsets.YearEnd           reference/api/pandas.tseries.offsets.YearEnd.html#pandas.tseries.offsets.YearEnd
py:data
	pandas.IndexSlice                        reference/api/pandas.IndexSlice.html#pandas.IndexSlice
	pandas.describe_option                   reference/api/pandas.describe_option.html#pandas.describe_option
	pandas.get_option                        reference/api/pandas.get_option.html#pandas.get_option
	pandas.plotting.plot_params              reference/api/pandas.plotting.plot_params.html#pandas.plotting.plot_params
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py:exception
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	pandas.errors.DtypeWarning               reference/api/pandas.errors.DtypeWarning.html#pandas.errors.DtypeWarning
	pandas.errors.DuplicateLabelError        reference/api/pandas.errors.DuplicateLabelError.html#pandas.errors.DuplicateLabelError
	pandas.errors.EmptyDataError             reference/api/pandas.errors.EmptyDataError.html#pandas.errors.EmptyDataError
	pandas.errors.InvalidIndexError          reference/api/pandas.errors.InvalidIndexError.html#pandas.errors.InvalidIndexError
	pandas.errors.MergeError                 reference/api/pandas.errors.MergeError.html#pandas.errors.MergeError
	pandas.errors.NullFrequencyError         reference/api/pandas.errors.NullFrequencyError.html#pandas.errors.NullFrequencyError
	pandas.errors.NumbaUtilError             reference/api/pandas.errors.NumbaUtilError.html#pandas.errors.NumbaUtilError
	pandas.errors.OutOfBoundsDatetime        reference/api/pandas.errors.OutOfBoundsDatetime.html#pandas.errors.OutOfBoundsDatetime
	pandas.errors.OutOfBoundsTimedelta       reference/api/pandas.errors.OutOfBoundsTimedelta.html#pandas.errors.OutOfBoundsTimedelta
	pandas.errors.ParserError                reference/api/pandas.errors.ParserError.html#pandas.errors.ParserError
	pandas.errors.ParserWarning              reference/api/pandas.errors.ParserWarning.html#pandas.errors.ParserWarning
	pandas.errors.PerformanceWarning         reference/api/pandas.errors.PerformanceWarning.html#pandas.errors.PerformanceWarning
	pandas.errors.UnsortedIndexError         reference/api/pandas.errors.UnsortedIndexError.html#pandas.errors.UnsortedIndexError
	pandas.errors.UnsupportedFunctionCall    reference/api/pandas.errors.UnsupportedFunctionCall.html#pandas.errors.UnsupportedFunctionCall
py:function
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	pandas.api.extensions.register_index_accessor reference/api/pandas.api.extensions.register_index_accessor.html#pandas.api.extensions.register_index_accessor
	pandas.api.extensions.register_series_accessor reference/api/pandas.api.extensions.register_series_accessor.html#pandas.api.extensions.register_series_accessor
	pandas.api.indexers.check_array_indexer  reference/api/pandas.api.indexers.check_array_indexer.html#pandas.api.indexers.check_array_indexer
	pandas.api.types.infer_dtype             reference/api/pandas.api.types.infer_dtype.html#pandas.api.types.infer_dtype
	pandas.api.types.is_bool                 reference/api/pandas.api.types.is_bool.html#pandas.api.types.is_bool
	pandas.api.types.is_bool_dtype           reference/api/pandas.api.types.is_bool_dtype.html#pandas.api.types.is_bool_dtype
	pandas.api.types.is_categorical          reference/api/pandas.api.types.is_categorical.html#pandas.api.types.is_categorical
	pandas.api.types.is_categorical_dtype    reference/api/pandas.api.types.is_categorical_dtype.html#pandas.api.types.is_categorical_dtype
	pandas.api.types.is_complex              reference/api/pandas.api.types.is_complex.html#pandas.api.types.is_complex
	pandas.api.types.is_complex_dtype        reference/api/pandas.api.types.is_complex_dtype.html#pandas.api.types.is_complex_dtype
	pandas.api.types.is_datetime64_any_dtype reference/api/pandas.api.types.is_datetime64_any_dtype.html#pandas.api.types.is_datetime64_any_dtype
	pandas.api.types.is_datetime64_dtype     reference/api/pandas.api.types.is_datetime64_dtype.html#pandas.api.types.is_datetime64_dtype
	pandas.api.types.is_datetime64_ns_dtype  reference/api/pandas.api.types.is_datetime64_ns_dtype.html#pandas.api.types.is_datetime64_ns_dtype
	pandas.api.types.is_datetime64tz_dtype   reference/api/pandas.api.types.is_datetime64tz_dtype.html#pandas.api.types.is_datetime64tz_dtype
	pandas.api.types.is_dict_like            reference/api/pandas.api.types.is_dict_like.html#pandas.api.types.is_dict_like
	pandas.api.types.is_extension_array_dtype reference/api/pandas.api.types.is_extension_array_dtype.html#pandas.api.types.is_extension_array_dtype
	pandas.api.types.is_extension_type       reference/api/pandas.api.types.is_extension_type.html#pandas.api.types.is_extension_type
	pandas.api.types.is_file_like            reference/api/pandas.api.types.is_file_like.html#pandas.api.types.is_file_like
	pandas.api.types.is_float                reference/api/pandas.api.types.is_float.html#pandas.api.types.is_float
	pandas.api.types.is_float_dtype          reference/api/pandas.api.types.is_float_dtype.html#pandas.api.types.is_float_dtype
	pandas.api.types.is_hashable             reference/api/pandas.api.types.is_hashable.html#pandas.api.types.is_hashable
	pandas.api.types.is_int64_dtype          reference/api/pandas.api.types.is_int64_dtype.html#pandas.api.types.is_int64_dtype
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	pandas.api.types.is_integer_dtype        reference/api/pandas.api.types.is_integer_dtype.html#pandas.api.types.is_integer_dtype
	pandas.api.types.is_interval             reference/api/pandas.api.types.is_interval.html#pandas.api.types.is_interval
	pandas.api.types.is_interval_dtype       reference/api/pandas.api.types.is_interval_dtype.html#pandas.api.types.is_interval_dtype
	pandas.api.types.is_iterator             reference/api/pandas.api.types.is_iterator.html#pandas.api.types.is_iterator
	pandas.api.types.is_list_like            reference/api/pandas.api.types.is_list_like.html#pandas.api.types.is_list_like
	pandas.api.types.is_named_tuple          reference/api/pandas.api.types.is_named_tuple.html#pandas.api.types.is_named_tuple
	pandas.api.types.is_number               reference/api/pandas.api.types.is_number.html#pandas.api.types.is_number
	pandas.api.types.is_numeric_dtype        reference/api/pandas.api.types.is_numeric_dtype.html#pandas.api.types.is_numeric_dtype
	pandas.api.types.is_object_dtype         reference/api/pandas.api.types.is_object_dtype.html#pandas.api.types.is_object_dtype
	pandas.api.types.is_period_dtype         reference/api/pandas.api.types.is_period_dtype.html#pandas.api.types.is_period_dtype
	pandas.api.types.is_re                   reference/api/pandas.api.types.is_re.html#pandas.api.types.is_re
	pandas.api.types.is_re_compilable        reference/api/pandas.api.types.is_re_compilable.html#pandas.api.types.is_re_compilable
	pandas.api.types.is_scalar               reference/api/pandas.api.types.is_scalar.html#pandas.api.types.is_scalar
	pandas.api.types.is_signed_integer_dtype reference/api/pandas.api.types.is_signed_integer_dtype.html#pandas.api.types.is_signed_integer_dtype
	pandas.api.types.is_sparse               reference/api/pandas.api.types.is_sparse.html#pandas.api.types.is_sparse
	pandas.api.types.is_string_dtype         reference/api/pandas.api.types.is_string_dtype.html#pandas.api.types.is_string_dtype
	pandas.api.types.is_timedelta64_dtype    reference/api/pandas.api.types.is_timedelta64_dtype.html#pandas.api.types.is_timedelta64_dtype
	pandas.api.types.is_timedelta64_ns_dtype reference/api/pandas.api.types.is_timedelta64_ns_dtype.html#pandas.api.types.is_timedelta64_ns_dtype
	pandas.api.types.is_unsigned_integer_dtype reference/api/pandas.api.types.is_unsigned_integer_dtype.html#pandas.api.types.is_unsigned_integer_dtype
	pandas.api.types.pandas_dtype            reference/api/pandas.api.types.pandas_dtype.html#pandas.api.types.pandas_dtype
	pandas.api.types.union_categoricals      reference/api/pandas.api.types.union_categoricals.html#pandas.api.types.union_categoricals
	pandas.array                             reference/api/pandas.array.html#pandas.array
	pandas.bdate_range                       reference/api/pandas.bdate_range.html#pandas.bdate_range
	pandas.concat                            reference/api/pandas.concat.html#pandas.concat
	pandas.crosstab                          reference/api/pandas.crosstab.html#pandas.crosstab
	pandas.cut                               reference/api/pandas.cut.html#pandas.cut
	pandas.date_range                        reference/api/pandas.date_range.html#pandas.date_range
	pandas.eval                              reference/api/pandas.eval.html#pandas.eval
	pandas.factorize                         reference/api/pandas.factorize.html#pandas.factorize
	pandas.get_dummies                       reference/api/pandas.get_dummies.html#pandas.get_dummies
	pandas.infer_freq                        reference/api/pandas.infer_freq.html#pandas.infer_freq
	pandas.interval_range                    reference/api/pandas.interval_range.html#pandas.interval_range
	pandas.io.json.build_table_schema        reference/api/pandas.io.json.build_table_schema.html#pandas.io.json.build_table_schema
	pandas.isna                              reference/api/pandas.isna.html#pandas.isna
	pandas.isnull                            reference/api/pandas.isnull.html#pandas.isnull
	pandas.json_normalize                    reference/api/pandas.json_normalize.html#pandas.json_normalize
	pandas.melt                              reference/api/pandas.melt.html#pandas.melt
	pandas.merge                             reference/api/pandas.merge.html#pandas.merge
	pandas.merge_asof                        reference/api/pandas.merge_asof.html#pandas.merge_asof
	pandas.merge_ordered                     reference/api/pandas.merge_ordered.html#pandas.merge_ordered
	pandas.notna                             reference/api/pandas.notna.html#pandas.notna
	pandas.notnull                           reference/api/pandas.notnull.html#pandas.notnull
	pandas.period_range                      reference/api/pandas.period_range.html#pandas.period_range
	pandas.pivot                             reference/api/pandas.pivot.html#pandas.pivot
	pandas.pivot_table                       reference/api/pandas.pivot_table.html#pandas.pivot_table
	pandas.plotting.andrews_curves           reference/api/pandas.plotting.andrews_curves.html#pandas.plotting.andrews_curves
	pandas.plotting.autocorrelation_plot     reference/api/pandas.plotting.autocorrelation_plot.html#pandas.plotting.autocorrelation_plot
	pandas.plotting.bootstrap_plot           reference/api/pandas.plotting.bootstrap_plot.html#pandas.plotting.bootstrap_plot
	pandas.plotting.boxplot                  reference/api/pandas.plotting.boxplot.html#pandas.plotting.boxplot
	pandas.plotting.deregister_matplotlib_converters reference/api/pandas.plotting.deregister_matplotlib_converters.html#pandas.plotting.deregister_matplotlib_converters
	pandas.plotting.lag_plot                 reference/api/pandas.plotting.lag_plot.html#pandas.plotting.lag_plot
	pandas.plotting.parallel_coordinates     reference/api/pandas.plotting.parallel_coordinates.html#pandas.plotting.parallel_coordinates
	pandas.plotting.radviz                   reference/api/pandas.plotting.radviz.html#pandas.plotting.radviz
	pandas.plotting.register_matplotlib_converters reference/api/pandas.plotting.register_matplotlib_converters.html#pandas.plotting.register_matplotlib_converters
	pandas.plotting.scatter_matrix           reference/api/pandas.plotting.scatter_matrix.html#pandas.plotting.scatter_matrix
	pandas.plotting.table                    reference/api/pandas.plotting.table.html#pandas.plotting.table
	pandas.qcut                              reference/api/pandas.qcut.html#pandas.qcut
	pandas.read_clipboard                    reference/api/pandas.read_clipboard.html#pandas.read_clipboard
	pandas.read_csv                          reference/api/pandas.read_csv.html#pandas.read_csv
	pandas.read_excel                        reference/api/pandas.read_excel.html#pandas.read_excel
	pandas.read_feather                      reference/api/pandas.read_feather.html#pandas.read_feather
	pandas.read_fwf                          reference/api/pandas.read_fwf.html#pandas.read_fwf
	pandas.read_gbq                          reference/api/pandas.read_gbq.html#pandas.read_gbq
	pandas.read_hdf                          reference/api/pandas.read_hdf.html#pandas.read_hdf
	pandas.read_html                         reference/api/pandas.read_html.html#pandas.read_html
	pandas.read_json                         reference/api/pandas.read_json.html#pandas.read_json
	pandas.read_orc                          reference/api/pandas.read_orc.html#pandas.read_orc
	pandas.read_parquet                      reference/api/pandas.read_parquet.html#pandas.read_parquet
	pandas.read_pickle                       reference/api/pandas.read_pickle.html#pandas.read_pickle
	pandas.read_sas                          reference/api/pandas.read_sas.html#pandas.read_sas
	pandas.read_spss                         reference/api/pandas.read_spss.html#pandas.read_spss
	pandas.read_sql                          reference/api/pandas.read_sql.html#pandas.read_sql
	pandas.read_sql_query                    reference/api/pandas.read_sql_query.html#pandas.read_sql_query
	pandas.read_sql_table                    reference/api/pandas.read_sql_table.html#pandas.read_sql_table
	pandas.read_stata                        reference/api/pandas.read_stata.html#pandas.read_stata
	pandas.read_table                        reference/api/pandas.read_table.html#pandas.read_table
	pandas.show_versions                     reference/api/pandas.show_versions.html#pandas.show_versions
	pandas.test                              reference/api/pandas.test.html#pandas.test
	pandas.testing.assert_extension_array_equal reference/api/pandas.testing.assert_extension_array_equal.html#pandas.testing.assert_extension_array_equal
	pandas.testing.assert_frame_equal        reference/api/pandas.testing.assert_frame_equal.html#pandas.testing.assert_frame_equal
	pandas.testing.assert_index_equal        reference/api/pandas.testing.assert_index_equal.html#pandas.testing.assert_index_equal
	pandas.testing.assert_series_equal       reference/api/pandas.testing.assert_series_equal.html#pandas.testing.assert_series_equal
	pandas.timedelta_range                   reference/api/pandas.timedelta_range.html#pandas.timedelta_range
	pandas.to_datetime                       reference/api/pandas.to_datetime.html#pandas.to_datetime
	pandas.to_numeric                        reference/api/pandas.to_numeric.html#pandas.to_numeric
	pandas.to_timedelta                      reference/api/pandas.to_timedelta.html#pandas.to_timedelta
	pandas.tseries.frequencies.to_offset     reference/api/pandas.tseries.frequencies.to_offset.html#pandas.tseries.frequencies.to_offset
	pandas.unique                            reference/api/pandas.unique.html#pandas.unique
	pandas.util.hash_array                   reference/api/pandas.util.hash_array.html#pandas.util.hash_array
	pandas.util.hash_pandas_object           reference/api/pandas.util.hash_pandas_object.html#pandas.util.hash_pandas_object
	pandas.wide_to_long                      reference/api/pandas.wide_to_long.html#pandas.wide_to_long
py:method
	pandas.Categorical.__array__             reference/api/pandas.Categorical.__array__.html#pandas.Categorical.__array__
	pandas.Categorical.categories            reference/api/pandas.Categorical.categories.html#pandas.Categorical.categories
	pandas.Categorical.codes                 reference/api/pandas.Categorical.codes.html#pandas.Categorical.codes
	pandas.Categorical.dtype                 reference/api/pandas.Categorical.dtype.html#pandas.Categorical.dtype
	pandas.Categorical.from_codes            reference/api/pandas.Categorical.from_codes.html#pandas.Categorical.from_codes
	pandas.Categorical.ordered               reference/api/pandas.Categorical.ordered.html#pandas.Categorical.ordered
	pandas.CategoricalDtype.categories       reference/api/pandas.CategoricalDtype.categories.html#pandas.CategoricalDtype.categories
	pandas.CategoricalDtype.ordered          reference/api/pandas.CategoricalDtype.ordered.html#pandas.CategoricalDtype.ordered
	pandas.CategoricalIndex.add_categories   reference/api/pandas.CategoricalIndex.add_categories.html#pandas.CategoricalIndex.add_categories
	pandas.CategoricalIndex.as_ordered       reference/api/pandas.CategoricalIndex.as_ordered.html#pandas.CategoricalIndex.as_ordered
	pandas.CategoricalIndex.as_unordered     reference/api/pandas.CategoricalIndex.as_unordered.html#pandas.CategoricalIndex.as_unordered
	pandas.CategoricalIndex.categories       reference/api/pandas.CategoricalIndex.categories.html#pandas.CategoricalIndex.categories
	pandas.CategoricalIndex.codes            reference/api/pandas.CategoricalIndex.codes.html#pandas.CategoricalIndex.codes
	pandas.CategoricalIndex.equals           reference/api/pandas.CategoricalIndex.equals.html#pandas.CategoricalIndex.equals
	pandas.CategoricalIndex.map              reference/api/pandas.CategoricalIndex.map.html#pandas.CategoricalIndex.map
	pandas.CategoricalIndex.ordered          reference/api/pandas.CategoricalIndex.ordered.html#pandas.CategoricalIndex.ordered
	pandas.CategoricalIndex.remove_categories reference/api/pandas.CategoricalIndex.remove_categories.html#pandas.CategoricalIndex.remove_categories
	pandas.CategoricalIndex.remove_unused_categories reference/api/pandas.CategoricalIndex.remove_unused_categories.html#pandas.CategoricalIndex.remove_unused_categories
	pandas.CategoricalIndex.rename_categories reference/api/pandas.CategoricalIndex.rename_categories.html#pandas.CategoricalIndex.rename_categories
	pandas.CategoricalIndex.reorder_categories reference/api/pandas.CategoricalIndex.reorder_categories.html#pandas.CategoricalIndex.reorder_categories
	pandas.CategoricalIndex.set_categories   reference/api/pandas.CategoricalIndex.set_categories.html#pandas.CategoricalIndex.set_categories
	pandas.DataFrame.T                       reference/api/pandas.DataFrame.T.html#pandas.DataFrame.T
	pandas.DataFrame.__iter__                reference/api/pandas.DataFrame.__iter__.html#pandas.DataFrame.__iter__
	pandas.DataFrame.abs                     reference/api/pandas.DataFrame.abs.html#pandas.DataFrame.abs
	pandas.DataFrame.add                     reference/api/pandas.DataFrame.add.html#pandas.DataFrame.add
	pandas.DataFrame.add_prefix              reference/api/pandas.DataFrame.add_prefix.html#pandas.DataFrame.add_prefix
	pandas.DataFrame.add_suffix              reference/api/pandas.DataFrame.add_suffix.html#pandas.DataFrame.add_suffix
	pandas.DataFrame.agg                     reference/api/pandas.DataFrame.agg.html#pandas.DataFrame.agg
	pandas.DataFrame.aggregate               reference/api/pandas.DataFrame.aggregate.html#pandas.DataFrame.aggregate
	pandas.DataFrame.align                   reference/api/pandas.DataFrame.align.html#pandas.DataFrame.align
	pandas.DataFrame.all                     reference/api/pandas.DataFrame.all.html#pandas.DataFrame.all
	pandas.DataFrame.any                     reference/api/pandas.DataFrame.any.html#pandas.DataFrame.any
	pandas.DataFrame.append                  reference/api/pandas.DataFrame.append.html#pandas.DataFrame.append
	pandas.DataFrame.apply                   reference/api/pandas.DataFrame.apply.html#pandas.DataFrame.apply
	pandas.DataFrame.applymap                reference/api/pandas.DataFrame.applymap.html#pandas.DataFrame.applymap
	pandas.DataFrame.asfreq                  reference/api/pandas.DataFrame.asfreq.html#pandas.DataFrame.asfreq
	pandas.DataFrame.asof                    reference/api/pandas.DataFrame.asof.html#pandas.DataFrame.asof
	pandas.DataFrame.assign                  reference/api/pandas.DataFrame.assign.html#pandas.DataFrame.assign
	pandas.DataFrame.astype                  reference/api/pandas.DataFrame.astype.html#pandas.DataFrame.astype
	pandas.DataFrame.at                      reference/api/pandas.DataFrame.at.html#pandas.DataFrame.at
	pandas.DataFrame.at_time                 reference/api/pandas.DataFrame.at_time.html#pandas.DataFrame.at_time
	pandas.DataFrame.attrs                   reference/api/pandas.DataFrame.attrs.html#pandas.DataFrame.attrs
	pandas.DataFrame.axes                    reference/api/pandas.DataFrame.axes.html#pandas.DataFrame.axes
	pandas.DataFrame.backfill                reference/api/pandas.DataFrame.backfill.html#pandas.DataFrame.backfill
	pandas.DataFrame.between_time            reference/api/pandas.DataFrame.between_time.html#pandas.DataFrame.between_time
	pandas.DataFrame.bfill                   reference/api/pandas.DataFrame.bfill.html#pandas.DataFrame.bfill
	pandas.DataFrame.bool                    reference/api/pandas.DataFrame.bool.html#pandas.DataFrame.bool
	pandas.DataFrame.boxplot                 reference/api/pandas.DataFrame.boxplot.html#pandas.DataFrame.boxplot
	pandas.DataFrame.clip                    reference/api/pandas.DataFrame.clip.html#pandas.DataFrame.clip
	pandas.DataFrame.combine                 reference/api/pandas.DataFrame.combine.html#pandas.DataFrame.combine
	pandas.DataFrame.combine_first           reference/api/pandas.DataFrame.combine_first.html#pandas.DataFrame.combine_first
	pandas.DataFrame.compare                 reference/api/pandas.DataFrame.compare.html#pandas.DataFrame.compare
	pandas.DataFrame.convert_dtypes          reference/api/pandas.DataFrame.convert_dtypes.html#pandas.DataFrame.convert_dtypes
	pandas.DataFrame.copy                    reference/api/pandas.DataFrame.copy.html#pandas.DataFrame.copy
	pandas.DataFrame.corr                    reference/api/pandas.DataFrame.corr.html#pandas.DataFrame.corr
	pandas.DataFrame.corrwith                reference/api/pandas.DataFrame.corrwith.html#pandas.DataFrame.corrwith
	pandas.DataFrame.count                   reference/api/pandas.DataFrame.count.html#pandas.DataFrame.count
	pandas.DataFrame.cov                     reference/api/pandas.DataFrame.cov.html#pandas.DataFrame.cov
	pandas.DataFrame.cummax                  reference/api/pandas.DataFrame.cummax.html#pandas.DataFrame.cummax
	pandas.DataFrame.cummin                  reference/api/pandas.DataFrame.cummin.html#pandas.DataFrame.cummin
	pandas.DataFrame.cumprod                 reference/api/pandas.DataFrame.cumprod.html#pandas.DataFrame.cumprod
	pandas.DataFrame.cumsum                  reference/api/pandas.DataFrame.cumsum.html#pandas.DataFrame.cumsum
	pandas.DataFrame.describe                reference/api/pandas.DataFrame.describe.html#pandas.DataFrame.describe
	pandas.DataFrame.diff                    reference/api/pandas.DataFrame.diff.html#pandas.DataFrame.diff
	pandas.DataFrame.div                     reference/api/pandas.DataFrame.div.html#pandas.DataFrame.div
	pandas.DataFrame.divide                  reference/api/pandas.DataFrame.divide.html#pandas.DataFrame.divide
	pandas.DataFrame.dot                     reference/api/pandas.DataFrame.dot.html#pandas.DataFrame.dot
	pandas.DataFrame.drop                    reference/api/pandas.DataFrame.drop.html#pandas.DataFrame.drop
	pandas.DataFrame.drop_duplicates         reference/api/pandas.DataFrame.drop_duplicates.html#pandas.DataFrame.drop_duplicates
	pandas.DataFrame.droplevel               reference/api/pandas.DataFrame.droplevel.html#pandas.DataFrame.droplevel
	pandas.DataFrame.dropna                  reference/api/pandas.DataFrame.dropna.html#pandas.DataFrame.dropna
	pandas.DataFrame.dtypes                  reference/api/pandas.DataFrame.dtypes.html#pandas.DataFrame.dtypes
	pandas.DataFrame.duplicated              reference/api/pandas.DataFrame.duplicated.html#pandas.DataFrame.duplicated
	pandas.DataFrame.empty                   reference/api/pandas.DataFrame.empty.html#pandas.DataFrame.empty
	pandas.DataFrame.eq                      reference/api/pandas.DataFrame.eq.html#pandas.DataFrame.eq
	pandas.DataFrame.equals                  reference/api/pandas.DataFrame.equals.html#pandas.DataFrame.equals
	pandas.DataFrame.eval                    reference/api/pandas.DataFrame.eval.html#pandas.DataFrame.eval
	pandas.DataFrame.ewm                     reference/api/pandas.DataFrame.ewm.html#pandas.DataFrame.ewm
	pandas.DataFrame.expanding               reference/api/pandas.DataFrame.expanding.html#pandas.DataFrame.expanding
	pandas.DataFrame.explode                 reference/api/pandas.DataFrame.explode.html#pandas.DataFrame.explode
	pandas.DataFrame.ffill                   reference/api/pandas.DataFrame.ffill.html#pandas.DataFrame.ffill
	pandas.DataFrame.fillna                  reference/api/pandas.DataFrame.fillna.html#pandas.DataFrame.fillna
	pandas.DataFrame.filter                  reference/api/pandas.DataFrame.filter.html#pandas.DataFrame.filter
	pandas.DataFrame.first                   reference/api/pandas.DataFrame.first.html#pandas.DataFrame.first
	pandas.DataFrame.first_valid_index       reference/api/pandas.DataFrame.first_valid_index.html#pandas.DataFrame.first_valid_index
	pandas.DataFrame.flags                   reference/api/pandas.DataFrame.flags.html#pandas.DataFrame.flags
	pandas.DataFrame.floordiv                reference/api/pandas.DataFrame.floordiv.html#pandas.DataFrame.floordiv
	pandas.DataFrame.from_dict               reference/api/pandas.DataFrame.from_dict.html#pandas.DataFrame.from_dict
	pandas.DataFrame.from_records            reference/api/pandas.DataFrame.from_records.html#pandas.DataFrame.from_records
	pandas.DataFrame.ge                      reference/api/pandas.DataFrame.ge.html#pandas.DataFrame.ge
	pandas.DataFrame.get                     reference/api/pandas.DataFrame.get.html#pandas.DataFrame.get
	pandas.DataFrame.groupby                 reference/api/pandas.DataFrame.groupby.html#pandas.DataFrame.groupby
	pandas.DataFrame.gt                      reference/api/pandas.DataFrame.gt.html#pandas.DataFrame.gt
	pandas.DataFrame.head                    reference/api/pandas.DataFrame.head.html#pandas.DataFrame.head
	pandas.DataFrame.hist                    reference/api/pandas.DataFrame.hist.html#pandas.DataFrame.hist
	pandas.DataFrame.iat                     reference/api/pandas.DataFrame.iat.html#pandas.DataFrame.iat
	pandas.DataFrame.idxmax                  reference/api/pandas.DataFrame.idxmax.html#pandas.DataFrame.idxmax
	pandas.DataFrame.idxmin                  reference/api/pandas.DataFrame.idxmin.html#pandas.DataFrame.idxmin
	pandas.DataFrame.iloc                    reference/api/pandas.DataFrame.iloc.html#pandas.DataFrame.iloc
	pandas.DataFrame.infer_objects           reference/api/pandas.DataFrame.infer_objects.html#pandas.DataFrame.infer_objects
	pandas.DataFrame.info                    reference/api/pandas.DataFrame.info.html#pandas.DataFrame.info
	pandas.DataFrame.insert                  reference/api/pandas.DataFrame.insert.html#pandas.DataFrame.insert
	pandas.DataFrame.interpolate             reference/api/pandas.DataFrame.interpolate.html#pandas.DataFrame.interpolate
	pandas.DataFrame.isin                    reference/api/pandas.DataFrame.isin.html#pandas.DataFrame.isin
	pandas.DataFrame.isna                    reference/api/pandas.DataFrame.isna.html#pandas.DataFrame.isna
	pandas.DataFrame.isnull                  reference/api/pandas.DataFrame.isnull.html#pandas.DataFrame.isnull
	pandas.DataFrame.items                   reference/api/pandas.DataFrame.items.html#pandas.DataFrame.items
	pandas.DataFrame.iteritems               reference/api/pandas.DataFrame.iteritems.html#pandas.DataFrame.iteritems
	pandas.DataFrame.iterrows                reference/api/pandas.DataFrame.iterrows.html#pandas.DataFrame.iterrows
	pandas.DataFrame.itertuples              reference/api/pandas.DataFrame.itertuples.html#pandas.DataFrame.itertuples
	pandas.DataFrame.join                    reference/api/pandas.DataFrame.join.html#pandas.DataFrame.join
	pandas.DataFrame.keys                    reference/api/pandas.DataFrame.keys.html#pandas.DataFrame.keys
	pandas.DataFrame.kurt                    reference/api/pandas.DataFrame.kurt.html#pandas.DataFrame.kurt
	pandas.DataFrame.kurtosis                reference/api/pandas.DataFrame.kurtosis.html#pandas.DataFrame.kurtosis
	pandas.DataFrame.last                    reference/api/pandas.DataFrame.last.html#pandas.DataFrame.last
	pandas.DataFrame.last_valid_index        reference/api/pandas.DataFrame.last_valid_index.html#pandas.DataFrame.last_valid_index
	pandas.DataFrame.le                      reference/api/pandas.DataFrame.le.html#pandas.DataFrame.le
	pandas.DataFrame.loc                     reference/api/pandas.DataFrame.loc.html#pandas.DataFrame.loc
	pandas.DataFrame.lookup                  reference/api/pandas.DataFrame.lookup.html#pandas.DataFrame.lookup
	pandas.DataFrame.lt                      reference/api/pandas.DataFrame.lt.html#pandas.DataFrame.lt
	pandas.DataFrame.mad                     reference/api/pandas.DataFrame.mad.html#pandas.DataFrame.mad
	pandas.DataFrame.mask                    reference/api/pandas.DataFrame.mask.html#pandas.DataFrame.mask
	pandas.DataFrame.max                     reference/api/pandas.DataFrame.max.html#pandas.DataFrame.max
	pandas.DataFrame.mean                    reference/api/pandas.DataFrame.mean.html#pandas.DataFrame.mean
	pandas.DataFrame.median                  reference/api/pandas.DataFrame.median.html#pandas.DataFrame.median
	pandas.DataFrame.melt                    reference/api/pandas.DataFrame.melt.html#pandas.DataFrame.melt
	pandas.DataFrame.memory_usage            reference/api/pandas.DataFrame.memory_usage.html#pandas.DataFrame.memory_usage
	pandas.DataFrame.merge                   reference/api/pandas.DataFrame.merge.html#pandas.DataFrame.merge
	pandas.DataFrame.min                     reference/api/pandas.DataFrame.min.html#pandas.DataFrame.min
	pandas.DataFrame.mod                     reference/api/pandas.DataFrame.mod.html#pandas.DataFrame.mod
	pandas.DataFrame.mode                    reference/api/pandas.DataFrame.mode.html#pandas.DataFrame.mode
	pandas.DataFrame.mul                     reference/api/pandas.DataFrame.mul.html#pandas.DataFrame.mul
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	pandas.core.groupby.SeriesGroupBy.aggregate reference/api/pandas.core.groupby.SeriesGroupBy.aggregate.html#pandas.core.groupby.SeriesGroupBy.aggregate
	pandas.core.groupby.SeriesGroupBy.hist   reference/api/pandas.core.groupby.SeriesGroupBy.hist.html#pandas.core.groupby.SeriesGroupBy.hist
	pandas.core.groupby.SeriesGroupBy.is_monotonic_decreasing reference/api/pandas.core.groupby.SeriesGroupBy.is_monotonic_decreasing.html#pandas.core.groupby.SeriesGroupBy.is_monotonic_decreasing
	pandas.core.groupby.SeriesGroupBy.is_monotonic_increasing reference/api/pandas.core.groupby.SeriesGroupBy.is_monotonic_increasing.html#pandas.core.groupby.SeriesGroupBy.is_monotonic_increasing
	pandas.core.groupby.SeriesGroupBy.nlargest reference/api/pandas.core.groupby.SeriesGroupBy.nlargest.html#pandas.core.groupby.SeriesGroupBy.nlargest
	pandas.core.groupby.SeriesGroupBy.nsmallest reference/api/pandas.core.groupby.SeriesGroupBy.nsmallest.html#pandas.core.groupby.SeriesGroupBy.nsmallest
	pandas.core.groupby.SeriesGroupBy.nunique reference/api/pandas.core.groupby.SeriesGroupBy.nunique.html#pandas.core.groupby.SeriesGroupBy.nunique
	pandas.core.groupby.SeriesGroupBy.transform reference/api/pandas.core.groupby.SeriesGroupBy.transform.html#pandas.core.groupby.SeriesGroupBy.transform
	pandas.core.groupby.SeriesGroupBy.unique reference/api/pandas.core.groupby.SeriesGroupBy.unique.html#pandas.core.groupby.SeriesGroupBy.unique
	pandas.core.groupby.SeriesGroupBy.value_counts reference/api/pandas.core.groupby.SeriesGroupBy.value_counts.html#pandas.core.groupby.SeriesGroupBy.value_counts
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	pandas.core.window.ewm.ExponentialMovingWindow.corr reference/api/pandas.core.window.ewm.ExponentialMovingWindow.corr.html#pandas.core.window.ewm.ExponentialMovingWindow.corr
	pandas.core.window.ewm.ExponentialMovingWindow.cov reference/api/pandas.core.window.ewm.ExponentialMovingWindow.cov.html#pandas.core.window.ewm.ExponentialMovingWindow.cov
	pandas.core.window.ewm.ExponentialMovingWindow.mean reference/api/pandas.core.window.ewm.ExponentialMovingWindow.mean.html#pandas.core.window.ewm.ExponentialMovingWindow.mean
	pandas.core.window.ewm.ExponentialMovingWindow.std reference/api/pandas.core.window.ewm.ExponentialMovingWindow.std.html#pandas.core.window.ewm.ExponentialMovingWindow.std
	pandas.core.window.ewm.ExponentialMovingWindow.var reference/api/pandas.core.window.ewm.ExponentialMovingWindow.var.html#pandas.core.window.ewm.ExponentialMovingWindow.var
	pandas.core.window.expanding.Expanding.aggregate reference/api/pandas.core.window.expanding.Expanding.aggregate.html#pandas.core.window.expanding.Expanding.aggregate
	pandas.core.window.expanding.Expanding.apply reference/api/pandas.core.window.expanding.Expanding.apply.html#pandas.core.window.expanding.Expanding.apply
	pandas.core.window.expanding.Expanding.corr reference/api/pandas.core.window.expanding.Expanding.corr.html#pandas.core.window.expanding.Expanding.corr
	pandas.core.window.expanding.Expanding.count reference/api/pandas.core.window.expanding.Expanding.count.html#pandas.core.window.expanding.Expanding.count
	pandas.core.window.expanding.Expanding.cov reference/api/pandas.core.window.expanding.Expanding.cov.html#pandas.core.window.expanding.Expanding.cov
	pandas.core.window.expanding.Expanding.kurt reference/api/pandas.core.window.expanding.Expanding.kurt.html#pandas.core.window.expanding.Expanding.kurt
	pandas.core.window.expanding.Expanding.max reference/api/pandas.core.window.expanding.Expanding.max.html#pandas.core.window.expanding.Expanding.max
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	pandas.core.window.expanding.Expanding.skew reference/api/pandas.core.window.expanding.Expanding.skew.html#pandas.core.window.expanding.Expanding.skew
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	pandas.core.window.rolling.Rolling.count reference/api/pandas.core.window.rolling.Rolling.count.html#pandas.core.window.rolling.Rolling.count
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	pandas.core.window.rolling.Rolling.skew  reference/api/pandas.core.window.rolling.Rolling.skew.html#pandas.core.window.rolling.Rolling.skew
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	pandas.core.window.rolling.Window.mean   reference/api/pandas.core.window.rolling.Window.mean.html#pandas.core.window.rolling.Window.mean
	pandas.core.window.rolling.Window.std    reference/api/pandas.core.window.rolling.Window.std.html#pandas.core.window.rolling.Window.std
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	pandas.io.formats.style.Styler.apply     reference/api/pandas.io.formats.style.Styler.apply.html#pandas.io.formats.style.Styler.apply
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	pandas.io.formats.style.Styler.clear     reference/api/pandas.io.formats.style.Styler.clear.html#pandas.io.formats.style.Styler.clear
	pandas.io.formats.style.Styler.export    reference/api/pandas.io.formats.style.Styler.export.html#pandas.io.formats.style.Styler.export
	pandas.io.formats.style.Styler.format    reference/api/pandas.io.formats.style.Styler.format.html#pandas.io.formats.style.Styler.format
	pandas.io.formats.style.Styler.from_custom_template reference/api/pandas.io.formats.style.Styler.from_custom_template.html#pandas.io.formats.style.Styler.from_custom_template
	pandas.io.formats.style.Styler.hide_columns reference/api/pandas.io.formats.style.Styler.hide_columns.html#pandas.io.formats.style.Styler.hide_columns
	pandas.io.formats.style.Styler.hide_index reference/api/pandas.io.formats.style.Styler.hide_index.html#pandas.io.formats.style.Styler.hide_index
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	pandas.io.formats.style.Styler.set_na_rep reference/api/pandas.io.formats.style.Styler.set_na_rep.html#pandas.io.formats.style.Styler.set_na_rep
	pandas.io.formats.style.Styler.set_precision reference/api/pandas.io.formats.style.Styler.set_precision.html#pandas.io.formats.style.Styler.set_precision
	pandas.io.formats.style.Styler.set_properties reference/api/pandas.io.formats.style.Styler.set_properties.html#pandas.io.formats.style.Styler.set_properties
	pandas.io.formats.style.Styler.set_table_attributes reference/api/pandas.io.formats.style.Styler.set_table_attributes.html#pandas.io.formats.style.Styler.set_table_attributes
	pandas.io.formats.style.Styler.set_table_styles reference/api/pandas.io.formats.style.Styler.set_table_styles.html#pandas.io.formats.style.Styler.set_table_styles
	pandas.io.formats.style.Styler.set_td_classes reference/api/pandas.io.formats.style.Styler.set_td_classes.html#pandas.io.formats.style.Styler.set_td_classes
	pandas.io.formats.style.Styler.set_tooltips reference/api/pandas.io.formats.style.Styler.set_tooltips.html#pandas.io.formats.style.Styler.set_tooltips
	pandas.io.formats.style.Styler.set_tooltips_class reference/api/pandas.io.formats.style.Styler.set_tooltips_class.html#pandas.io.formats.style.Styler.set_tooltips_class
	pandas.io.formats.style.Styler.set_uuid  reference/api/pandas.io.formats.style.Styler.set_uuid.html#pandas.io.formats.style.Styler.set_uuid
	pandas.io.formats.style.Styler.to_excel  reference/api/pandas.io.formats.style.Styler.to_excel.html#pandas.io.formats.style.Styler.to_excel
	pandas.io.formats.style.Styler.use       reference/api/pandas.io.formats.style.Styler.use.html#pandas.io.formats.style.Styler.use
	pandas.io.formats.style.Styler.where     reference/api/pandas.io.formats.style.Styler.where.html#pandas.io.formats.style.Styler.where
	pandas.io.stata.StataReader.data_label   reference/api/pandas.io.stata.StataReader.data_label.html#pandas.io.stata.StataReader.data_label
	pandas.io.stata.StataReader.value_labels reference/api/pandas.io.stata.StataReader.value_labels.html#pandas.io.stata.StataReader.value_labels
	pandas.io.stata.StataReader.variable_labels reference/api/pandas.io.stata.StataReader.variable_labels.html#pandas.io.stata.StataReader.variable_labels
	pandas.io.stata.StataWriter.write_file   reference/api/pandas.io.stata.StataWriter.write_file.html#pandas.io.stata.StataWriter.write_file
	pandas.option_context.__call__           reference/api/pandas.option_context.__call__.html#pandas.option_context.__call__
	pandas.tseries.offsets.BQuarterBegin.__call__ reference/api/pandas.tseries.offsets.BQuarterBegin.__call__.html#pandas.tseries.offsets.BQuarterBegin.__call__
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	pandas.tseries.offsets.BQuarterBegin.apply_index reference/api/pandas.tseries.offsets.BQuarterBegin.apply_index.html#pandas.tseries.offsets.BQuarterBegin.apply_index
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py:module
	pandas                                   index.html#module-pandas
std:doc
	development/code_style                   pandas code style guide                 : development/code_style.html
	development/contributing                 Contributing to pandas                  : development/contributing.html
	development/contributing_docstring       pandas docstring guide                  : development/contributing_docstring.html
	development/debugging_extensions         Debugging C extensions                  : development/debugging_extensions.html
	development/developer                    Developer                               : development/developer.html
	development/extending                    Extending pandas                        : development/extending.html
	development/index                        Development                             : development/index.html
	development/internals                    Internals                               : development/internals.html
	development/maintaining                  pandas maintenance                      : development/maintaining.html
	development/meeting                      Developer meetings                      : development/meeting.html
	development/policies                     Policies                                : development/policies.html
	development/roadmap                      Roadmap                                 : development/roadmap.html
	development/test_writing                 Test organization                       : development/test_writing.html
	ecosystem                                pandas ecosystem                        : ecosystem.html
	getting_started/comparison/comparison_with_r Comparison with R / R libraries         : getting_started/comparison/comparison_with_r.html
	getting_started/comparison/comparison_with_sas Comparison with SAS                     : getting_started/comparison/comparison_with_sas.html
	getting_started/comparison/comparison_with_spreadsheets Comparison with spreadsheets            : getting_started/comparison/comparison_with_spreadsheets.html
	getting_started/comparison/comparison_with_sql Comparison with SQL                     : getting_started/comparison/comparison_with_sql.html
	getting_started/comparison/comparison_with_stata Comparison with Stata                   : getting_started/comparison/comparison_with_stata.html
	getting_started/comparison/index         Comparison with other tools             : getting_started/comparison/index.html
	getting_started/index                    Getting started                         : getting_started/index.html
	getting_started/install                  Installation                            : getting_started/install.html
	getting_started/intro_tutorials/01_table_oriented What kind of data does pandas handle?   : getting_started/intro_tutorials/01_table_oriented.html
	getting_started/intro_tutorials/02_read_write How do I read and write tabular data?   : getting_started/intro_tutorials/02_read_write.html
	getting_started/intro_tutorials/03_subset_data How do I select a subset of a DataFrame?: getting_started/intro_tutorials/03_subset_data.html
	getting_started/intro_tutorials/04_plotting How to create plots in pandas?          : getting_started/intro_tutorials/04_plotting.html
	getting_started/intro_tutorials/05_add_columns How to create new columns derived from existing columns?: getting_started/intro_tutorials/05_add_columns.html
	getting_started/intro_tutorials/06_calculate_statistics How to calculate summary statistics?    : getting_started/intro_tutorials/06_calculate_statistics.html
	getting_started/intro_tutorials/07_reshape_table_layout How to reshape the layout of tables?    : getting_started/intro_tutorials/07_reshape_table_layout.html
	getting_started/intro_tutorials/08_combine_dataframes How to combine data from multiple tables?: getting_started/intro_tutorials/08_combine_dataframes.html
	getting_started/intro_tutorials/09_timeseries How to handle time series data with ease?: getting_started/intro_tutorials/09_timeseries.html
	getting_started/intro_tutorials/10_text_data How to manipulate textual data?         : getting_started/intro_tutorials/10_text_data.html
	getting_started/intro_tutorials/index    Getting started tutorials               : getting_started/intro_tutorials/index.html
	getting_started/overview                 Package overview                        : getting_started/overview.html
	getting_started/tutorials                Community tutorials                     : getting_started/tutorials.html
	index                                    pandas documentation                    : index.html
	reference/api/pandas.BooleanDtype        pandas.BooleanDtype                     : reference/api/pandas.BooleanDtype.html
	reference/api/pandas.Categorical         pandas.Categorical                      : reference/api/pandas.Categorical.html
	reference/api/pandas.Categorical.__array__ pandas.Categorical.__array__            : reference/api/pandas.Categorical.__array__.html
	reference/api/pandas.Categorical.categories pandas.Categorical.categories           : reference/api/pandas.Categorical.categories.html
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	reference/api/pandas.CategoricalIndex.remove_categories pandas.CategoricalIndex.remove_categories: reference/api/pandas.CategoricalIndex.remove_categories.html
	reference/api/pandas.CategoricalIndex.remove_unused_categories pandas.CategoricalIndex.remove_unused_categories: reference/api/pandas.CategoricalIndex.remove_unused_categories.html
	reference/api/pandas.CategoricalIndex.rename_categories pandas.CategoricalIndex.rename_categories: reference/api/pandas.CategoricalIndex.rename_categories.html
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	reference/api/pandas.CategoricalIndex.set_categories pandas.CategoricalIndex.set_categories  : reference/api/pandas.CategoricalIndex.set_categories.html
	reference/api/pandas.DataFrame           pandas.DataFrame                        : reference/api/pandas.DataFrame.html
	reference/api/pandas.DataFrame.T         pandas.DataFrame.T                      : reference/api/pandas.DataFrame.T.html
	reference/api/pandas.DataFrame.__iter__  pandas.DataFrame.__iter__               : reference/api/pandas.DataFrame.__iter__.html
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	reference/api/pandas.DataFrame.add_suffix pandas.DataFrame.add_suffix             : reference/api/pandas.DataFrame.add_suffix.html
	reference/api/pandas.DataFrame.agg       pandas.DataFrame.agg                    : reference/api/pandas.DataFrame.agg.html
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	reference/api/pandas.DataFrame.align     pandas.DataFrame.align                  : reference/api/pandas.DataFrame.align.html
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	reference/api/pandas.DataFrame.append    pandas.DataFrame.append                 : reference/api/pandas.DataFrame.append.html
	reference/api/pandas.DataFrame.apply     pandas.DataFrame.apply                  : reference/api/pandas.DataFrame.apply.html
	reference/api/pandas.DataFrame.applymap  pandas.DataFrame.applymap               : reference/api/pandas.DataFrame.applymap.html
	reference/api/pandas.DataFrame.asfreq    pandas.DataFrame.asfreq                 : reference/api/pandas.DataFrame.asfreq.html
	reference/api/pandas.DataFrame.asof      pandas.DataFrame.asof                   : reference/api/pandas.DataFrame.asof.html
	reference/api/pandas.DataFrame.assign    pandas.DataFrame.assign                 : reference/api/pandas.DataFrame.assign.html
	reference/api/pandas.DataFrame.astype    pandas.DataFrame.astype                 : reference/api/pandas.DataFrame.astype.html
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	reference/api/pandas.DataFrame.at_time   pandas.DataFrame.at_time                : reference/api/pandas.DataFrame.at_time.html
	reference/api/pandas.DataFrame.attrs     pandas.DataFrame.attrs                  : reference/api/pandas.DataFrame.attrs.html
	reference/api/pandas.DataFrame.axes      pandas.DataFrame.axes                   : reference/api/pandas.DataFrame.axes.html
	reference/api/pandas.DataFrame.backfill  pandas.DataFrame.backfill               : reference/api/pandas.DataFrame.backfill.html
	reference/api/pandas.DataFrame.between_time pandas.DataFrame.between_time           : reference/api/pandas.DataFrame.between_time.html
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	reference/api/pandas.DataFrame.boxplot   pandas.DataFrame.boxplot                : reference/api/pandas.DataFrame.boxplot.html
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	reference/api/pandas.DataFrame.columns   pandas.DataFrame.columns                : reference/api/pandas.DataFrame.columns.html
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	reference/api/pandas.DataFrame.combine_first pandas.DataFrame.combine_first          : reference/api/pandas.DataFrame.combine_first.html
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	reference/api/pandas.DataFrame.convert_dtypes pandas.DataFrame.convert_dtypes         : reference/api/pandas.DataFrame.convert_dtypes.html
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	reference/api/pandas.DataFrame.corr      pandas.DataFrame.corr                   : reference/api/pandas.DataFrame.corr.html
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	reference/api/pandas.DataFrame.cumsum    pandas.DataFrame.cumsum                 : reference/api/pandas.DataFrame.cumsum.html
	reference/api/pandas.DataFrame.describe  pandas.DataFrame.describe               : reference/api/pandas.DataFrame.describe.html
	reference/api/pandas.DataFrame.diff      pandas.DataFrame.diff                   : reference/api/pandas.DataFrame.diff.html
	reference/api/pandas.DataFrame.div       pandas.DataFrame.div                    : reference/api/pandas.DataFrame.div.html
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	reference/api/pandas.DataFrame.drop_duplicates pandas.DataFrame.drop_duplicates        : reference/api/pandas.DataFrame.drop_duplicates.html
	reference/api/pandas.DataFrame.droplevel pandas.DataFrame.droplevel              : reference/api/pandas.DataFrame.droplevel.html
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	reference/api/pandas.DataFrame.eq        pandas.DataFrame.eq                     : reference/api/pandas.DataFrame.eq.html
	reference/api/pandas.DataFrame.equals    pandas.DataFrame.equals                 : reference/api/pandas.DataFrame.equals.html
	reference/api/pandas.DataFrame.eval      pandas.DataFrame.eval                   : reference/api/pandas.DataFrame.eval.html
	reference/api/pandas.DataFrame.ewm       pandas.DataFrame.ewm                    : reference/api/pandas.DataFrame.ewm.html
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	reference/api/pandas.DataFrame.filter    pandas.DataFrame.filter                 : reference/api/pandas.DataFrame.filter.html
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	reference/api/pandas.DataFrame.first_valid_index pandas.DataFrame.first_valid_index      : reference/api/pandas.DataFrame.first_valid_index.html
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	reference/api/pandas.DataFrame.from_dict pandas.DataFrame.from_dict              : reference/api/pandas.DataFrame.from_dict.html
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	reference/api/pandas.DataFrame.ge        pandas.DataFrame.ge                     : reference/api/pandas.DataFrame.ge.html
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	reference/api/pandas.DataFrame.groupby   pandas.DataFrame.groupby                : reference/api/pandas.DataFrame.groupby.html
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	reference/api/pandas.DataFrame.info      pandas.DataFrame.info                   : reference/api/pandas.DataFrame.info.html
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	reference/api/pandas.DataFrame.itertuples pandas.DataFrame.itertuples             : reference/api/pandas.DataFrame.itertuples.html
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	reference/api/pandas.DataFrame.keys      pandas.DataFrame.keys                   : reference/api/pandas.DataFrame.keys.html
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	reference/api/pandas.DataFrame.le        pandas.DataFrame.le                     : reference/api/pandas.DataFrame.le.html
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	reference/api/pandas.DataFrame.pipe      pandas.DataFrame.pipe                   : reference/api/pandas.DataFrame.pipe.html
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	reference/api/pandas.DataFrame.reindex_like pandas.DataFrame.reindex_like           : reference/api/pandas.DataFrame.reindex_like.html
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	reference/api/pandas.DataFrame.reorder_levels pandas.DataFrame.reorder_levels         : reference/api/pandas.DataFrame.reorder_levels.html
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	reference/api/pandas.DataFrame.sort_index pandas.DataFrame.sort_index             : reference/api/pandas.DataFrame.sort_index.html
	reference/api/pandas.DataFrame.sort_values pandas.DataFrame.sort_values            : reference/api/pandas.DataFrame.sort_values.html
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	reference/api/pandas.DataFrame.sparse.from_spmatrix pandas.DataFrame.sparse.from_spmatrix   : reference/api/pandas.DataFrame.sparse.from_spmatrix.html
	reference/api/pandas.DataFrame.sparse.to_coo pandas.DataFrame.sparse.to_coo          : reference/api/pandas.DataFrame.sparse.to_coo.html
	reference/api/pandas.DataFrame.sparse.to_dense pandas.DataFrame.sparse.to_dense        : reference/api/pandas.DataFrame.sparse.to_dense.html
	reference/api/pandas.DataFrame.squeeze   pandas.DataFrame.squeeze                : reference/api/pandas.DataFrame.squeeze.html
	reference/api/pandas.DataFrame.stack     pandas.DataFrame.stack                  : reference/api/pandas.DataFrame.stack.html
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	reference/api/pandas.DataFrame.subtract  pandas.DataFrame.subtract               : reference/api/pandas.DataFrame.subtract.html
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	reference/api/pandas.DataFrame.swapaxes  pandas.DataFrame.swapaxes               : reference/api/pandas.DataFrame.swapaxes.html
	reference/api/pandas.DataFrame.swaplevel pandas.DataFrame.swaplevel              : reference/api/pandas.DataFrame.swaplevel.html
	reference/api/pandas.DataFrame.tail      pandas.DataFrame.tail                   : reference/api/pandas.DataFrame.tail.html
	reference/api/pandas.DataFrame.take      pandas.DataFrame.take                   : reference/api/pandas.DataFrame.take.html
	reference/api/pandas.DataFrame.to_clipboard pandas.DataFrame.to_clipboard           : reference/api/pandas.DataFrame.to_clipboard.html
	reference/api/pandas.DataFrame.to_csv    pandas.DataFrame.to_csv                 : reference/api/pandas.DataFrame.to_csv.html
	reference/api/pandas.DataFrame.to_dict   pandas.DataFrame.to_dict                : reference/api/pandas.DataFrame.to_dict.html
	reference/api/pandas.DataFrame.to_excel  pandas.DataFrame.to_excel               : reference/api/pandas.DataFrame.to_excel.html
	reference/api/pandas.DataFrame.to_feather pandas.DataFrame.to_feather             : reference/api/pandas.DataFrame.to_feather.html
	reference/api/pandas.DataFrame.to_gbq    pandas.DataFrame.to_gbq                 : reference/api/pandas.DataFrame.to_gbq.html
	reference/api/pandas.DataFrame.to_hdf    pandas.DataFrame.to_hdf                 : reference/api/pandas.DataFrame.to_hdf.html
	reference/api/pandas.DataFrame.to_html   pandas.DataFrame.to_html                : reference/api/pandas.DataFrame.to_html.html
	reference/api/pandas.DataFrame.to_json   pandas.DataFrame.to_json                : reference/api/pandas.DataFrame.to_json.html
	reference/api/pandas.DataFrame.to_latex  pandas.DataFrame.to_latex               : reference/api/pandas.DataFrame.to_latex.html
	reference/api/pandas.DataFrame.to_markdown pandas.DataFrame.to_markdown            : reference/api/pandas.DataFrame.to_markdown.html
	reference/api/pandas.DataFrame.to_numpy  pandas.DataFrame.to_numpy               : reference/api/pandas.DataFrame.to_numpy.html
	reference/api/pandas.DataFrame.to_parquet pandas.DataFrame.to_parquet             : reference/api/pandas.DataFrame.to_parquet.html
	reference/api/pandas.DataFrame.to_period pandas.DataFrame.to_period              : reference/api/pandas.DataFrame.to_period.html
	reference/api/pandas.DataFrame.to_pickle pandas.DataFrame.to_pickle              : reference/api/pandas.DataFrame.to_pickle.html
	reference/api/pandas.DataFrame.to_records pandas.DataFrame.to_records             : reference/api/pandas.DataFrame.to_records.html
	reference/api/pandas.DataFrame.to_sql    pandas.DataFrame.to_sql                 : reference/api/pandas.DataFrame.to_sql.html
	reference/api/pandas.DataFrame.to_stata  pandas.DataFrame.to_stata               : reference/api/pandas.DataFrame.to_stata.html
	reference/api/pandas.DataFrame.to_string pandas.DataFrame.to_string              : reference/api/pandas.DataFrame.to_string.html
	reference/api/pandas.DataFrame.to_timestamp pandas.DataFrame.to_timestamp           : reference/api/pandas.DataFrame.to_timestamp.html
	reference/api/pandas.DataFrame.to_xarray pandas.DataFrame.to_xarray              : reference/api/pandas.DataFrame.to_xarray.html
	reference/api/pandas.DataFrame.transform pandas.DataFrame.transform              : reference/api/pandas.DataFrame.transform.html
	reference/api/pandas.DataFrame.transpose pandas.DataFrame.transpose              : reference/api/pandas.DataFrame.transpose.html
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	reference/api/pandas.Series.str.rfind    pandas.Series.str.rfind                 : reference/api/pandas.Series.str.rfind.html
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	reference/api/pandas.Series.str.swapcase pandas.Series.str.swapcase              : reference/api/pandas.Series.str.swapcase.html
	reference/api/pandas.Series.str.title    pandas.Series.str.title                 : reference/api/pandas.Series.str.title.html
	reference/api/pandas.Series.str.translate pandas.Series.str.translate             : reference/api/pandas.Series.str.translate.html
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	reference/api/pandas.Series.str.wrap     pandas.Series.str.wrap                  : reference/api/pandas.Series.str.wrap.html
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	reference/api/pandas.Series.subtract     pandas.Series.subtract                  : reference/api/pandas.Series.subtract.html
	reference/api/pandas.Series.sum          pandas.Series.sum                       : reference/api/pandas.Series.sum.html
	reference/api/pandas.Series.swapaxes     pandas.Series.swapaxes                  : reference/api/pandas.Series.swapaxes.html
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	reference/api/pandas.Series.to_clipboard pandas.Series.to_clipboard              : reference/api/pandas.Series.to_clipboard.html
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	reference/api/pandas.Series.to_excel     pandas.Series.to_excel                  : reference/api/pandas.Series.to_excel.html
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	reference/api/pandas.Series.to_hdf       pandas.Series.to_hdf                    : reference/api/pandas.Series.to_hdf.html
	reference/api/pandas.Series.to_json      pandas.Series.to_json                   : reference/api/pandas.Series.to_json.html
	reference/api/pandas.Series.to_latex     pandas.Series.to_latex                  : reference/api/pandas.Series.to_latex.html
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	reference/api/pandas.Series.to_numpy     pandas.Series.to_numpy                  : reference/api/pandas.Series.to_numpy.html
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	reference/api/pandas.Series.to_pickle    pandas.Series.to_pickle                 : reference/api/pandas.Series.to_pickle.html
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	reference/api/pandas.Series.to_string    pandas.Series.to_string                 : reference/api/pandas.Series.to_string.html
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	reference/api/pandas.Series.to_xarray    pandas.Series.to_xarray                 : reference/api/pandas.Series.to_xarray.html
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	reference/api/pandas.Series.transpose    pandas.Series.transpose                 : reference/api/pandas.Series.transpose.html
	reference/api/pandas.Series.truediv      pandas.Series.truediv                   : reference/api/pandas.Series.truediv.html
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	reference/api/pandas.Series.tz_localize  pandas.Series.tz_localize               : reference/api/pandas.Series.tz_localize.html
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	reference/api/pandas.Series.value_counts pandas.Series.value_counts              : reference/api/pandas.Series.value_counts.html
	reference/api/pandas.Series.values       pandas.Series.values                    : reference/api/pandas.Series.values.html
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	reference/api/pandas.Timedelta.is_populated pandas.Timedelta.is_populated           : reference/api/pandas.Timedelta.is_populated.html
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	reference/api/pandas.Timedelta.resolution_string pandas.Timedelta.resolution_string      : reference/api/pandas.Timedelta.resolution_string.html
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	reference/api/pandas.Timedelta.to_numpy  pandas.Timedelta.to_numpy               : reference/api/pandas.Timedelta.to_numpy.html
	reference/api/pandas.Timedelta.to_pytimedelta pandas.Timedelta.to_pytimedelta         : reference/api/pandas.Timedelta.to_pytimedelta.html
	reference/api/pandas.Timedelta.to_timedelta64 pandas.Timedelta.to_timedelta64         : reference/api/pandas.Timedelta.to_timedelta64.html
	reference/api/pandas.Timedelta.total_seconds pandas.Timedelta.total_seconds          : reference/api/pandas.Timedelta.total_seconds.html
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	reference/api/pandas.TimedeltaIndex      pandas.TimedeltaIndex                   : reference/api/pandas.TimedeltaIndex.html
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	reference/api/pandas.TimedeltaIndex.inferred_freq pandas.TimedeltaIndex.inferred_freq     : reference/api/pandas.TimedeltaIndex.inferred_freq.html
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	reference/api/pandas.TimedeltaIndex.to_frame pandas.TimedeltaIndex.to_frame          : reference/api/pandas.TimedeltaIndex.to_frame.html
	reference/api/pandas.TimedeltaIndex.to_pytimedelta pandas.TimedeltaIndex.to_pytimedelta    : reference/api/pandas.TimedeltaIndex.to_pytimedelta.html
	reference/api/pandas.TimedeltaIndex.to_series pandas.TimedeltaIndex.to_series         : reference/api/pandas.TimedeltaIndex.to_series.html
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	reference/api/pandas.Timestamp.astimezone pandas.Timestamp.astimezone             : reference/api/pandas.Timestamp.astimezone.html
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	reference/api/pandas.Timestamp.combine   pandas.Timestamp.combine                : reference/api/pandas.Timestamp.combine.html
	reference/api/pandas.Timestamp.ctime     pandas.Timestamp.ctime                  : reference/api/pandas.Timestamp.ctime.html
	reference/api/pandas.Timestamp.date      pandas.Timestamp.date                   : reference/api/pandas.Timestamp.date.html
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	reference/api/pandas.Timestamp.day_of_week pandas.Timestamp.day_of_week            : reference/api/pandas.Timestamp.day_of_week.html
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	reference/api/pandas.Timestamp.dayofweek pandas.Timestamp.dayofweek              : reference/api/pandas.Timestamp.dayofweek.html
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	reference/api/pandas.Timestamp.fold      pandas.Timestamp.fold                   : reference/api/pandas.Timestamp.fold.html
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	reference/api/pandas.Timestamp.freqstr   pandas.Timestamp.freqstr                : reference/api/pandas.Timestamp.freqstr.html
	reference/api/pandas.Timestamp.fromisocalendar pandas.Timestamp.fromisocalendar        : reference/api/pandas.Timestamp.fromisocalendar.html
	reference/api/pandas.Timestamp.fromisoformat pandas.Timestamp.fromisoformat          : reference/api/pandas.Timestamp.fromisoformat.html
	reference/api/pandas.Timestamp.fromordinal pandas.Timestamp.fromordinal            : reference/api/pandas.Timestamp.fromordinal.html
	reference/api/pandas.Timestamp.fromtimestamp pandas.Timestamp.fromtimestamp          : reference/api/pandas.Timestamp.fromtimestamp.html
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	reference/api/pandas.Timestamp.isoweekday pandas.Timestamp.isoweekday             : reference/api/pandas.Timestamp.isoweekday.html
	reference/api/pandas.Timestamp.max       pandas.Timestamp.max                    : reference/api/pandas.Timestamp.max.html
	reference/api/pandas.Timestamp.microsecond pandas.Timestamp.microsecond            : reference/api/pandas.Timestamp.microsecond.html
	reference/api/pandas.Timestamp.min       pandas.Timestamp.min                    : reference/api/pandas.Timestamp.min.html
	reference/api/pandas.Timestamp.minute    pandas.Timestamp.minute                 : reference/api/pandas.Timestamp.minute.html
	reference/api/pandas.Timestamp.month     pandas.Timestamp.month                  : reference/api/pandas.Timestamp.month.html
	reference/api/pandas.Timestamp.month_name pandas.Timestamp.month_name             : reference/api/pandas.Timestamp.month_name.html
	reference/api/pandas.Timestamp.nanosecond pandas.Timestamp.nanosecond             : reference/api/pandas.Timestamp.nanosecond.html
	reference/api/pandas.Timestamp.normalize pandas.Timestamp.normalize              : reference/api/pandas.Timestamp.normalize.html
	reference/api/pandas.Timestamp.now       pandas.Timestamp.now                    : reference/api/pandas.Timestamp.now.html
	reference/api/pandas.Timestamp.quarter   pandas.Timestamp.quarter                : reference/api/pandas.Timestamp.quarter.html
	reference/api/pandas.Timestamp.replace   pandas.Timestamp.replace                : reference/api/pandas.Timestamp.replace.html
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	reference/api/pandas.Timestamp.round     pandas.Timestamp.round                  : reference/api/pandas.Timestamp.round.html
	reference/api/pandas.Timestamp.second    pandas.Timestamp.second                 : reference/api/pandas.Timestamp.second.html
	reference/api/pandas.Timestamp.strftime  pandas.Timestamp.strftime               : reference/api/pandas.Timestamp.strftime.html
	reference/api/pandas.Timestamp.strptime  pandas.Timestamp.strptime               : reference/api/pandas.Timestamp.strptime.html
	reference/api/pandas.Timestamp.time      pandas.Timestamp.time                   : reference/api/pandas.Timestamp.time.html
	reference/api/pandas.Timestamp.timestamp pandas.Timestamp.timestamp              : reference/api/pandas.Timestamp.timestamp.html
	reference/api/pandas.Timestamp.timetuple pandas.Timestamp.timetuple              : reference/api/pandas.Timestamp.timetuple.html
	reference/api/pandas.Timestamp.timetz    pandas.Timestamp.timetz                 : reference/api/pandas.Timestamp.timetz.html
	reference/api/pandas.Timestamp.to_datetime64 pandas.Timestamp.to_datetime64          : reference/api/pandas.Timestamp.to_datetime64.html
	reference/api/pandas.Timestamp.to_julian_date pandas.Timestamp.to_julian_date         : reference/api/pandas.Timestamp.to_julian_date.html
	reference/api/pandas.Timestamp.to_numpy  pandas.Timestamp.to_numpy               : reference/api/pandas.Timestamp.to_numpy.html
	reference/api/pandas.Timestamp.to_period pandas.Timestamp.to_period              : reference/api/pandas.Timestamp.to_period.html
	reference/api/pandas.Timestamp.to_pydatetime pandas.Timestamp.to_pydatetime          : reference/api/pandas.Timestamp.to_pydatetime.html
	reference/api/pandas.Timestamp.today     pandas.Timestamp.today                  : reference/api/pandas.Timestamp.today.html
	reference/api/pandas.Timestamp.toordinal pandas.Timestamp.toordinal              : reference/api/pandas.Timestamp.toordinal.html
	reference/api/pandas.Timestamp.tz        pandas.Timestamp.tz                     : reference/api/pandas.Timestamp.tz.html
	reference/api/pandas.Timestamp.tz_convert pandas.Timestamp.tz_convert             : reference/api/pandas.Timestamp.tz_convert.html
	reference/api/pandas.Timestamp.tz_localize pandas.Timestamp.tz_localize            : reference/api/pandas.Timestamp.tz_localize.html
	reference/api/pandas.Timestamp.tzinfo    pandas.Timestamp.tzinfo                 : reference/api/pandas.Timestamp.tzinfo.html
	reference/api/pandas.Timestamp.tzname    pandas.Timestamp.tzname                 : reference/api/pandas.Timestamp.tzname.html
	reference/api/pandas.Timestamp.utcfromtimestamp pandas.Timestamp.utcfromtimestamp       : reference/api/pandas.Timestamp.utcfromtimestamp.html
	reference/api/pandas.Timestamp.utcnow    pandas.Timestamp.utcnow                 : reference/api/pandas.Timestamp.utcnow.html
	reference/api/pandas.Timestamp.utcoffset pandas.Timestamp.utcoffset              : reference/api/pandas.Timestamp.utcoffset.html
	reference/api/pandas.Timestamp.utctimetuple pandas.Timestamp.utctimetuple           : reference/api/pandas.Timestamp.utctimetuple.html
	reference/api/pandas.Timestamp.value     pandas.Timestamp.value                  : reference/api/pandas.Timestamp.value.html
	reference/api/pandas.Timestamp.week      pandas.Timestamp.week                   : reference/api/pandas.Timestamp.week.html
	reference/api/pandas.Timestamp.weekday   pandas.Timestamp.weekday                : reference/api/pandas.Timestamp.weekday.html
	reference/api/pandas.Timestamp.weekofyear pandas.Timestamp.weekofyear             : reference/api/pandas.Timestamp.weekofyear.html
	reference/api/pandas.Timestamp.year      pandas.Timestamp.year                   : reference/api/pandas.Timestamp.year.html
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	reference/api/pandas.tseries.offsets.YearEnd.is_anchored pandas.tseries.offsets.YearEnd.is_anchored: reference/api/pandas.tseries.offsets.YearEnd.is_anchored.html
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	reference/api/pandas.tseries.offsets.YearEnd.kwds pandas.tseries.offsets.YearEnd.kwds     : reference/api/pandas.tseries.offsets.YearEnd.kwds.html
	reference/api/pandas.tseries.offsets.YearEnd.month pandas.tseries.offsets.YearEnd.month    : reference/api/pandas.tseries.offsets.YearEnd.month.html
	reference/api/pandas.tseries.offsets.YearEnd.n pandas.tseries.offsets.YearEnd.n        : reference/api/pandas.tseries.offsets.YearEnd.n.html
	reference/api/pandas.tseries.offsets.YearEnd.name pandas.tseries.offsets.YearEnd.name     : reference/api/pandas.tseries.offsets.YearEnd.name.html
	reference/api/pandas.tseries.offsets.YearEnd.nanos pandas.tseries.offsets.YearEnd.nanos    : reference/api/pandas.tseries.offsets.YearEnd.nanos.html
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	reference/api/pandas.tseries.offsets.YearEnd.onOffset pandas.tseries.offsets.YearEnd.onOffset : reference/api/pandas.tseries.offsets.YearEnd.onOffset.html
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	reference/api/pandas.tseries.offsets.YearEnd.rule_code pandas.tseries.offsets.YearEnd.rule_code: reference/api/pandas.tseries.offsets.YearEnd.rule_code.html
	reference/api/pandas.unique              pandas.unique                           : reference/api/pandas.unique.html
	reference/api/pandas.util.hash_array     pandas.util.hash_array                  : reference/api/pandas.util.hash_array.html
	reference/api/pandas.util.hash_pandas_object pandas.util.hash_pandas_object          : reference/api/pandas.util.hash_pandas_object.html
	reference/api/pandas.wide_to_long        pandas.wide_to_long                     : reference/api/pandas.wide_to_long.html
	reference/arrays                         pandas arrays                           : reference/arrays.html
	reference/extensions                     Extensions                              : reference/extensions.html
	reference/frame                          DataFrame                               : reference/frame.html
	reference/general_functions              General functions                       : reference/general_functions.html
	reference/general_utility_functions      General utility functions               : reference/general_utility_functions.html
	reference/groupby                        GroupBy                                 : reference/groupby.html
	reference/index                          API reference                           : reference/index.html
	reference/indexing                       Index objects                           : reference/indexing.html
	reference/io                             Input/output                            : reference/io.html
	reference/offset_frequency               Date offsets                            : reference/offset_frequency.html
	reference/plotting                       Plotting                                : reference/plotting.html
	reference/resampling                     Resampling                              : reference/resampling.html
	reference/series                         Series                                  : reference/series.html
	reference/style                          Style                                   : reference/style.html
	reference/window                         Window                                  : reference/window.html
	user_guide/10min                         10 minutes to pandas                    : user_guide/10min.html
	user_guide/advanced                      MultiIndex / advanced indexing          : user_guide/advanced.html
	user_guide/basics                        Essential basic functionality           : user_guide/basics.html
	user_guide/boolean                       Nullable Boolean data type              : user_guide/boolean.html
	user_guide/categorical                   Categorical data                        : user_guide/categorical.html
	user_guide/computation                   Computational tools                     : user_guide/computation.html
	user_guide/cookbook                      Cookbook                                : user_guide/cookbook.html
	user_guide/dsintro                       Intro to data structures                : user_guide/dsintro.html
	user_guide/duplicates                    Duplicate Labels                        : user_guide/duplicates.html
	user_guide/enhancingperf                 Enhancing performance                   : user_guide/enhancingperf.html
	user_guide/gotchas                       Frequently Asked Questions (FAQ)        : user_guide/gotchas.html
	user_guide/groupby                       Group by: split-apply-combine           : user_guide/groupby.html
	user_guide/index                         User Guide                              : user_guide/index.html
	user_guide/indexing                      Indexing and selecting data             : user_guide/indexing.html
	user_guide/integer_na                    Nullable integer data type              : user_guide/integer_na.html
	user_guide/io                            IO tools (text, CSV, HDF5, …)           : user_guide/io.html
	user_guide/merging                       Merge, join, concatenate and compare    : user_guide/merging.html
	user_guide/missing_data                  Working with missing data               : user_guide/missing_data.html
	user_guide/options                       Options and settings                    : user_guide/options.html
	user_guide/reshaping                     Reshaping and pivot tables              : user_guide/reshaping.html
	user_guide/scale                         Scaling to large datasets               : user_guide/scale.html
	user_guide/sparse                        Sparse data structures                  : user_guide/sparse.html
	user_guide/style                         Styling                                 : user_guide/style.html
	user_guide/text                          Working with text data                  : user_guide/text.html
	user_guide/timedeltas                    Time deltas                             : user_guide/timedeltas.html
	user_guide/timeseries                    Time series / date functionality        : user_guide/timeseries.html
	user_guide/visualization                 Visualization                           : user_guide/visualization.html
	user_guide/window                        Windowing Operations                    : user_guide/window.html
	whatsnew/index                           Release notes                           : whatsnew/index.html
	whatsnew/v0.10.0                         Version 0.10.0 (December 17, 2012)      : whatsnew/v0.10.0.html
	whatsnew/v0.10.1                         Version 0.10.1 (January 22, 2013)       : whatsnew/v0.10.1.html
	whatsnew/v0.11.0                         Version 0.11.0 (April 22, 2013)         : whatsnew/v0.11.0.html
	whatsnew/v0.12.0                         Version 0.12.0 (July 24, 2013)          : whatsnew/v0.12.0.html
	whatsnew/v0.13.0                         Version 0.13.0 (January 3, 2014)        : whatsnew/v0.13.0.html
	whatsnew/v0.13.1                         Version 0.13.1 (February 3, 2014)       : whatsnew/v0.13.1.html
	whatsnew/v0.14.0                         Version 0.14.0 (May 31 , 2014)          : whatsnew/v0.14.0.html
	whatsnew/v0.14.1                         Version 0.14.1 (July 11, 2014)          : whatsnew/v0.14.1.html
	whatsnew/v0.15.0                         Version 0.15.0 (October 18, 2014)       : whatsnew/v0.15.0.html
	whatsnew/v0.15.1                         Version 0.15.1 (November 9, 2014)       : whatsnew/v0.15.1.html
	whatsnew/v0.15.2                         Version 0.15.2 (December 12, 2014)      : whatsnew/v0.15.2.html
	whatsnew/v0.16.0                         Version 0.16.0 (March 22, 2015)         : whatsnew/v0.16.0.html
	whatsnew/v0.16.1                         Version 0.16.1 (May 11, 2015)           : whatsnew/v0.16.1.html
	whatsnew/v0.16.2                         Version 0.16.2 (June 12, 2015)          : whatsnew/v0.16.2.html
	whatsnew/v0.17.0                         Version 0.17.0 (October 9, 2015)        : whatsnew/v0.17.0.html
	whatsnew/v0.17.1                         Version 0.17.1 (November 21, 2015)      : whatsnew/v0.17.1.html
	whatsnew/v0.18.0                         Version 0.18.0 (March 13, 2016)         : whatsnew/v0.18.0.html
	whatsnew/v0.18.1                         Version 0.18.1 (May 3, 2016)            : whatsnew/v0.18.1.html
	whatsnew/v0.19.0                         Version 0.19.0 (October 2, 2016)        : whatsnew/v0.19.0.html
	whatsnew/v0.19.1                         Version 0.19.1 (November 3, 2016)       : whatsnew/v0.19.1.html
	whatsnew/v0.19.2                         Version 0.19.2 (December 24, 2016)      : whatsnew/v0.19.2.html
	whatsnew/v0.20.0                         Version 0.20.1 (May 5, 2017)            : whatsnew/v0.20.0.html
	whatsnew/v0.20.2                         Version 0.20.2 (June 4, 2017)           : whatsnew/v0.20.2.html
	whatsnew/v0.20.3                         Version 0.20.3 (July 7, 2017)           : whatsnew/v0.20.3.html
	whatsnew/v0.21.0                         Version 0.21.0 (October 27, 2017)       : whatsnew/v0.21.0.html
	whatsnew/v0.21.1                         Version 0.21.1 (December 12, 2017)      : whatsnew/v0.21.1.html
	whatsnew/v0.22.0                         Version 0.22.0 (December 29, 2017)      : whatsnew/v0.22.0.html
	whatsnew/v0.23.0                         What’s new in 0.23.0 (May 15, 2018)     : whatsnew/v0.23.0.html
	whatsnew/v0.23.1                         What’s new in 0.23.1 (June 12, 2018)    : whatsnew/v0.23.1.html
	whatsnew/v0.23.2                         What’s new in 0.23.2 (July 5, 2018)     : whatsnew/v0.23.2.html
	whatsnew/v0.23.3                         What’s new in 0.23.3 (July 7, 2018)     : whatsnew/v0.23.3.html
	whatsnew/v0.23.4                         What’s new in 0.23.4 (August 3, 2018)   : whatsnew/v0.23.4.html
	whatsnew/v0.24.0                         What’s new in 0.24.0 (January 25, 2019) : whatsnew/v0.24.0.html
	whatsnew/v0.24.1                         What’s new in 0.24.1 (February 3, 2019) : whatsnew/v0.24.1.html
	whatsnew/v0.24.2                         What’s new in 0.24.2 (March 12, 2019)   : whatsnew/v0.24.2.html
	whatsnew/v0.25.0                         What’s new in 0.25.0 (July 18, 2019)    : whatsnew/v0.25.0.html
	whatsnew/v0.25.1                         What’s new in 0.25.1 (August 21, 2019)  : whatsnew/v0.25.1.html
	whatsnew/v0.25.2                         What’s new in 0.25.2 (October 15, 2019) : whatsnew/v0.25.2.html
	whatsnew/v0.25.3                         What’s new in 0.25.3 (October 31, 2019) : whatsnew/v0.25.3.html
	whatsnew/v0.4.x                          Versions 0.4.1 through 0.4.3 (September 25 - October 9, 2011): whatsnew/v0.4.x.html
	whatsnew/v0.5.0                          Version 0.5.0 (October 24, 2011)        : whatsnew/v0.5.0.html
	whatsnew/v0.6.0                          Version 0.6.0 (November 25, 2011)       : whatsnew/v0.6.0.html
	whatsnew/v0.6.1                          Version 0.6.1 (December 13, 2011)       : whatsnew/v0.6.1.html
	whatsnew/v0.7.0                          Version 0.7.0 (February 9, 2012)        : whatsnew/v0.7.0.html
	whatsnew/v0.7.1                          Version 0.7.1 (February 29, 2012)       : whatsnew/v0.7.1.html
	whatsnew/v0.7.2                          Version 0.7.2 (March 16, 2012)          : whatsnew/v0.7.2.html
	whatsnew/v0.7.3                          Version 0.7.3 (April 12, 2012)          : whatsnew/v0.7.3.html
	whatsnew/v0.8.0                          Version 0.8.0 (June 29, 2012)           : whatsnew/v0.8.0.html
	whatsnew/v0.8.1                          Version 0.8.1 (July 22, 2012)           : whatsnew/v0.8.1.html
	whatsnew/v0.9.0                          Version 0.9.0 (October 7, 2012)         : whatsnew/v0.9.0.html
	whatsnew/v0.9.1                          Version 0.9.1 (November 14, 2012)       : whatsnew/v0.9.1.html
	whatsnew/v1.0.0                          What’s new in 1.0.0 (January 29, 2020)  : whatsnew/v1.0.0.html
	whatsnew/v1.0.1                          What’s new in 1.0.1 (February 5, 2020)  : whatsnew/v1.0.1.html
	whatsnew/v1.0.2                          What’s new in 1.0.2 (March 12, 2020)    : whatsnew/v1.0.2.html
	whatsnew/v1.0.3                          What’s new in 1.0.3 (March 17, 2020)    : whatsnew/v1.0.3.html
	whatsnew/v1.0.4                          What’s new in 1.0.4 (May 28, 2020)      : whatsnew/v1.0.4.html
	whatsnew/v1.0.5                          What’s new in 1.0.5 (June 17, 2020)     : whatsnew/v1.0.5.html
	whatsnew/v1.1.0                          What’s new in 1.1.0 (July 28, 2020)     : whatsnew/v1.1.0.html
	whatsnew/v1.1.1                          What’s new in 1.1.1 (August 20, 2020)   : whatsnew/v1.1.1.html
	whatsnew/v1.1.2                          What’s new in 1.1.2 (September 8, 2020) : whatsnew/v1.1.2.html
	whatsnew/v1.1.3                          What’s new in 1.1.3 (October 5, 2020)   : whatsnew/v1.1.3.html
	whatsnew/v1.1.4                          What’s new in 1.1.4 (October 30, 2020)  : whatsnew/v1.1.4.html
	whatsnew/v1.1.5                          What’s new in 1.1.5 (December 07, 2020) : whatsnew/v1.1.5.html
	whatsnew/v1.2.0                          What’s new in 1.2.0 (December 26, 2020) : whatsnew/v1.2.0.html
	whatsnew/v1.2.1                          What’s new in 1.2.1 (January 20, 2021)  : whatsnew/v1.2.1.html
	whatsnew/v1.2.2                          What’s new in 1.2.2 (February 09, 2021) : whatsnew/v1.2.2.html
	whatsnew/v1.2.3                          What’s new in 1.2.3 (March ??, 2021)    : whatsnew/v1.2.3.html
	whatsnew/v1.3.0                          What’s new in 1.3.0 (??)                : whatsnew/v1.3.0.html
std:label
	/development/code_style.rst              pandas code style guide                 : development/code_style.html
	/development/code_style.rst#concatenated-strings Concatenated strings                    : development/code_style.html#concatenated-strings
	/development/code_style.rst#do-not-use-pytest-xfail Do not use pytest.xfail                 : development/code_style.html#do-not-use-pytest-xfail
	/development/code_style.rst#failing-tests Failing tests                           : development/code_style.html#failing-tests
	/development/code_style.rst#imports-aim-for-absolute Imports (aim for absolute)              : development/code_style.html#imports-aim-for-absolute
	/development/code_style.rst#miscellaneous Miscellaneous                           : development/code_style.html#miscellaneous
	/development/code_style.rst#pandas-code-style-guide pandas code style guide                 : development/code_style.html#pandas-code-style-guide
	/development/code_style.rst#patterns     Patterns                                : development/code_style.html#patterns
	/development/code_style.rst#reading-from-a-url Reading from a url                      : development/code_style.html#reading-from-a-url
	/development/code_style.rst#representation-function-aka-repr Representation function (aka 'repr()')  : development/code_style.html#representation-function-aka-repr
	/development/code_style.rst#string-formatting String formatting                       : development/code_style.html#string-formatting
	/development/code_style.rst#testing      Testing                                 : development/code_style.html#testing
	/development/code_style.rst#using-f-strings Using f-strings                         : development/code_style.html#using-f-strings
	/development/code_style.rst#using-foo-class Using foo.__class__                     : development/code_style.html#using-foo-class
	/development/code_style.rst#using-pytest-mark-xfail Using pytest.mark.xfail                 : development/code_style.html#using-pytest-mark-xfail
	/development/code_style.rst#white-spaces White spaces                            : development/code_style.html#white-spaces
	/development/contributing.rst            Contributing to pandas                  : development/contributing.html
	/development/contributing.rst#about-the-pandas-documentation About the pandas documentation          : development/contributing.html#about-the-pandas-documentation
	/development/contributing.rst#autofixing-formatting-errors Autofixing formatting errors            : development/contributing.html#autofixing-formatting-errors
	/development/contributing.rst#backwards-compatibility Backwards compatibility                 : development/contributing.html#backwards-compatibility
	/development/contributing.rst#bug-reports-and-enhancement-requests Bug reports and enhancement requests    : development/contributing.html#bug-reports-and-enhancement-requests
	/development/contributing.rst#building-master-branch-documentation Building master branch documentation    : development/contributing.html#building-master-branch-documentation
	/development/contributing.rst#building-the-documentation Building the documentation              : development/contributing.html#building-the-documentation
	/development/contributing.rst#c-cpplint  C (cpplint)                             : development/contributing.html#c-cpplint
	/development/contributing.rst#code-standards Code standards                          : development/contributing.html#code-standards
	/development/contributing.rst#committing-your-code Committing your code                    : development/contributing.html#committing-your-code
	/development/contributing.rst#contributing-to-pandas Contributing to pandas                  : development/contributing.html#contributing-to-pandas
	/development/contributing.rst#contributing-to-the-code-base Contributing to the code base           : development/contributing.html#contributing-to-the-code-base
	/development/contributing.rst#contributing-to-the-documentation Contributing to the documentation       : development/contributing.html#contributing-to-the-documentation
	/development/contributing.rst#contributing-your-changes-to-pandas Contributing your changes to pandas     : development/contributing.html#contributing-your-changes-to-pandas
	/development/contributing.rst#creating-a-branch Creating a branch                       : development/contributing.html#creating-a-branch
	/development/contributing.rst#creating-a-development-environment Creating a development environment      : development/contributing.html#creating-a-development-environment
	/development/contributing.rst#creating-a-python-environment Creating a Python environment           : development/contributing.html#creating-a-python-environment
	/development/contributing.rst#creating-a-python-environment-pip Creating a Python environment (pip)     : development/contributing.html#creating-a-python-environment-pip
	/development/contributing.rst#delete-your-merged-branch-optional Delete your merged branch (optional)    : development/contributing.html#delete-your-merged-branch-optional
	/development/contributing.rst#documenting-your-code Documenting your code                   : development/contributing.html#documenting-your-code
	/development/contributing.rst#finally-make-the-pull-request Finally, make the pull request          : development/contributing.html#finally-make-the-pull-request
	/development/contributing.rst#forking    Forking                                 : development/contributing.html#forking
	/development/contributing.rst#getting-started-with-git Getting started with Git                : development/contributing.html#getting-started-with-git
	/development/contributing.rst#how-to-build-the-pandas-documentation How to build the pandas documentation   : development/contributing.html#how-to-build-the-pandas-documentation
	/development/contributing.rst#id1        Using hypothesis                        : development/contributing.html#id1
	/development/contributing.rst#import-formatting Import formatting                       : development/contributing.html#import-formatting
	/development/contributing.rst#installing-a-c-compiler Installing a C compiler                 : development/contributing.html#installing-a-c-compiler
	/development/contributing.rst#optional-dependencies Optional dependencies                   : development/contributing.html#optional-dependencies
	/development/contributing.rst#pandas-specific-types pandas-specific types                   : development/contributing.html#pandas-specific-types
	/development/contributing.rst#pre-commit Pre-commit                              : development/contributing.html#pre-commit
	/development/contributing.rst#previewing-changes Previewing changes                      : development/contributing.html#previewing-changes
	/development/contributing.rst#pushing-your-changes Pushing your changes                    : development/contributing.html#pushing-your-changes
	/development/contributing.rst#python-pep8-black Python (PEP8 / black)                   : development/contributing.html#python-pep8-black
	/development/contributing.rst#requirements Requirements                            : development/contributing.html#requirements
	/development/contributing.rst#review-your-code Review your code                        : development/contributing.html#review-your-code
	/development/contributing.rst#running-the-performance-test-suite Running the performance test suite      : development/contributing.html#running-the-performance-test-suite
	/development/contributing.rst#running-the-test-suite Running the test suite                  : development/contributing.html#running-the-test-suite
	/development/contributing.rst#style-guidelines Style guidelines                        : development/contributing.html#style-guidelines
	/development/contributing.rst#test-driven-development-code-writing Test-driven development/code writing    : development/contributing.html#test-driven-development-code-writing
	/development/contributing.rst#testing-warnings Testing warnings                        : development/contributing.html#testing-warnings
	/development/contributing.rst#testing-with-continuous-integration Testing with continuous integration     : development/contributing.html#testing-with-continuous-integration
	/development/contributing.rst#tips-for-a-successful-pull-request Tips for a successful pull request      : development/contributing.html#tips-for-a-successful-pull-request
	/development/contributing.rst#transitioning-to-pytest Transitioning to pytest                 : development/contributing.html#transitioning-to-pytest
	/development/contributing.rst#type-hints Type hints                              : development/contributing.html#type-hints
	/development/contributing.rst#updating-a-pandas-docstring Updating a pandas docstring             : development/contributing.html#updating-a-pandas-docstring
	/development/contributing.rst#updating-your-pull-request Updating your pull request              : development/contributing.html#updating-your-pull-request
	/development/contributing.rst#using-a-docker-container Using a Docker container                : development/contributing.html#using-a-docker-container
	/development/contributing.rst#using-pytest Using pytest                            : development/contributing.html#using-pytest
	/development/contributing.rst#validating-type-hints Validating type hints                   : development/contributing.html#validating-type-hints
	/development/contributing.rst#version-control-git-and-github Version control, Git, and GitHub        : development/contributing.html#version-control-git-and-github
	/development/contributing.rst#where-to-start Where to start?                         : development/contributing.html#where-to-start
	/development/contributing.rst#working-with-the-code Working with the code                   : development/contributing.html#working-with-the-code
	/development/contributing.rst#writing-tests Writing tests                           : development/contributing.html#writing-tests
	/development/contributing_docstring.rst  pandas docstring guide                  : development/contributing_docstring.html
	/development/contributing_docstring.rst#about-docstrings-and-standards About docstrings and standards          : development/contributing_docstring.html#about-docstrings-and-standards
	/development/contributing_docstring.rst#conventions-for-the-examples Conventions for the examples            : development/contributing_docstring.html#conventions-for-the-examples
	/development/contributing_docstring.rst#general-rules General rules                           : development/contributing_docstring.html#general-rules
	/development/contributing_docstring.rst#pandas-docstring-guide pandas docstring guide                  : development/contributing_docstring.html#pandas-docstring-guide
	/development/contributing_docstring.rst#parameter-types Parameter types                         : development/contributing_docstring.html#parameter-types
	/development/contributing_docstring.rst#plots-in-examples Plots in examples                       : development/contributing_docstring.html#plots-in-examples
	/development/contributing_docstring.rst#section-1-short-summary Section 1: short summary                : development/contributing_docstring.html#section-1-short-summary
	/development/contributing_docstring.rst#section-2-extended-summary Section 2: extended summary             : development/contributing_docstring.html#section-2-extended-summary
	/development/contributing_docstring.rst#section-3-parameters Section 3: parameters                   : development/contributing_docstring.html#section-3-parameters
	/development/contributing_docstring.rst#section-4-returns-or-yields Section 4: returns or yields            : development/contributing_docstring.html#section-4-returns-or-yields
	/development/contributing_docstring.rst#section-5-see-also Section 5: see also                     : development/contributing_docstring.html#section-5-see-also
	/development/contributing_docstring.rst#section-6-notes Section 6: notes                        : development/contributing_docstring.html#section-6-notes
	/development/contributing_docstring.rst#section-7-examples Section 7: examples                     : development/contributing_docstring.html#section-7-examples
	/development/contributing_docstring.rst#sharing-docstrings Sharing docstrings                      : development/contributing_docstring.html#sharing-docstrings
	/development/contributing_docstring.rst#tips-for-getting-your-examples-pass-the-doctests Tips for getting your examples pass the doctests: development/contributing_docstring.html#tips-for-getting-your-examples-pass-the-doctests
	/development/contributing_docstring.rst#writing-a-docstring Writing a docstring                     : development/contributing_docstring.html#writing-a-docstring
	/development/debugging_extensions.rst    Debugging C extensions                  : development/debugging_extensions.html
	/development/debugging_extensions.rst#checking-memory-leaks-with-valgrind Checking memory leaks with valgrind     : development/debugging_extensions.html#checking-memory-leaks-with-valgrind
	/development/debugging_extensions.rst#id1 Debugging C extensions                  : development/debugging_extensions.html#id1
	/development/debugging_extensions.rst#using-a-debugger Using a debugger                        : development/debugging_extensions.html#using-a-debugger
	/development/developer.rst               Developer                               : development/developer.html
	/development/developer.rst#column-metadata Column metadata                         : development/developer.html#column-metadata
	/development/developer.rst#id1           Developer                               : development/developer.html#id1
	/development/developer.rst#index-metadata-descriptors Index metadata descriptors              : development/developer.html#index-metadata-descriptors
	/development/developer.rst#storing-pandas-dataframe-objects-in-apache-parquet-format Storing pandas DataFrame objects in Apache Parquet format: development/developer.html#storing-pandas-dataframe-objects-in-apache-parquet-format
	/development/extending.rst               Extending pandas                        : development/extending.html
	/development/extending.rst#compatibility-with-apache-arrow Compatibility with Apache Arrow         : development/extending.html#compatibility-with-apache-arrow
	/development/extending.rst#define-original-properties Define original properties              : development/extending.html#define-original-properties
	/development/extending.rst#extending-pandas Extending pandas                        : development/extending.html#extending-pandas
	/development/extending.rst#extension-types Extension types                         : development/extending.html#extension-types
	/development/extending.rst#extensionarray ExtensionArray                          : development/extending.html#extensionarray
	/development/extending.rst#extensionarray-operator-support ExtensionArray operator support         : development/extending.html#extensionarray-operator-support
	/development/extending.rst#extensiondtype ExtensionDtype                          : development/extending.html#extensiondtype
	/development/extending.rst#numpy-universal-functions NumPy universal functions               : development/extending.html#numpy-universal-functions
	/development/extending.rst#override-constructor-properties Override constructor properties         : development/extending.html#override-constructor-properties
	/development/extending.rst#plotting-backends Plotting backends                       : development/extending.html#plotting-backends
	/development/extending.rst#registering-custom-accessors Registering custom accessors            : development/extending.html#registering-custom-accessors
	/development/extending.rst#subclassing-pandas-data-structures Subclassing pandas data structures      : development/extending.html#subclassing-pandas-data-structures
	/development/extending.rst#testing-extension-arrays Testing extension arrays                : development/extending.html#testing-extension-arrays
	/development/index.rst                   Development                             : development/index.html
	/development/index.rst#id1               Development                             : development/index.html#id1
	/development/internals.rst               Internals                               : development/internals.html
	/development/internals.rst#id1           Internals                               : development/internals.html#id1
	/development/internals.rst#indexing      Indexing                                : development/internals.html#indexing
	/development/internals.rst#multiindex    MultiIndex                              : development/internals.html#multiindex
	/development/internals.rst#subclassing-pandas-data-structures Subclassing pandas data structures      : development/internals.html#subclassing-pandas-data-structures
	/development/internals.rst#values        Values                                  : development/internals.html#values
	/development/maintaining.rst             pandas maintenance                      : development/maintaining.html
	/development/maintaining.rst#backporting Backporting                             : development/maintaining.html#backporting
	/development/maintaining.rst#becoming-a-pandas-maintainer Becoming a pandas maintainer            : development/maintaining.html#becoming-a-pandas-maintainer
	/development/maintaining.rst#cleaning-up-old-issues Cleaning up old issues                  : development/maintaining.html#cleaning-up-old-issues
	/development/maintaining.rst#cleaning-up-old-pull-requests Cleaning up old pull requests           : development/maintaining.html#cleaning-up-old-pull-requests
	/development/maintaining.rst#closing-issues Closing issues                          : development/maintaining.html#closing-issues
	/development/maintaining.rst#issue-triage Issue triage                            : development/maintaining.html#issue-triage
	/development/maintaining.rst#merging-pull-requests Merging pull requests                   : development/maintaining.html#merging-pull-requests
	/development/maintaining.rst#pandas-maintenance pandas maintenance                      : development/maintaining.html#pandas-maintenance
	/development/maintaining.rst#reviewing-pull-requests Reviewing pull requests                 : development/maintaining.html#reviewing-pull-requests
	/development/maintaining.rst#roles       Roles                                   : development/maintaining.html#roles
	/development/maintaining.rst#tasks       Tasks                                   : development/maintaining.html#tasks
	/development/meeting.rst                 Developer meetings                      : development/meeting.html
	/development/meeting.rst#calendar        Calendar                                : development/meeting.html#calendar
	/development/meeting.rst#developer-meetings Developer meetings                      : development/meeting.html#developer-meetings
	/development/meeting.rst#minutes         Minutes                                 : development/meeting.html#minutes
	/development/policies.rst                Policies                                : development/policies.html
	/development/policies.rst#policies       Policies                                : development/policies.html#policies
	/development/policies.rst#python-support Python support                          : development/policies.html#python-support
	/development/policies.rst#version-policy Version policy                          : development/policies.html#version-policy
	/development/roadmap.rst                 Roadmap                                 : development/roadmap.html
	/development/roadmap.rst#apache-arrow-interoperability Apache Arrow interoperability           : development/roadmap.html#apache-arrow-interoperability
	/development/roadmap.rst#block-manager-rewrite Block manager rewrite                   : development/roadmap.html#block-manager-rewrite
	/development/roadmap.rst#completed-items Completed items                         : development/roadmap.html#completed-items
	/development/roadmap.rst#consistent-missing-value-handling Consistent missing value handling       : development/roadmap.html#consistent-missing-value-handling
	/development/roadmap.rst#decoupling-of-indexing-and-internals Decoupling of indexing and internals    : development/roadmap.html#decoupling-of-indexing-and-internals
	/development/roadmap.rst#documentation-improvements Documentation improvements              : development/roadmap.html#documentation-improvements
	/development/roadmap.rst#extensibility   Extensibility                           : development/roadmap.html#extensibility
	/development/roadmap.rst#id1             Roadmap                                 : development/roadmap.html#id1
	/development/roadmap.rst#id2             Roadmap evolution                       : development/roadmap.html#id2
	/development/roadmap.rst#numba-accelerated-operations Numba-accelerated operations            : development/roadmap.html#numba-accelerated-operations
	/development/roadmap.rst#performance-monitoring Performance monitoring                  : development/roadmap.html#performance-monitoring
	/development/roadmap.rst#string-data-type String data type                        : development/roadmap.html#string-data-type
	/development/test_writing.rst            Test organization                       : development/test_writing.html
	/development/test_writing.rst#id1        Test organization                       : development/test_writing.html#id1
	/ecosystem.rst                           pandas ecosystem                        : ecosystem.html
	/ecosystem.rst#accessors                 Accessors                               : ecosystem.html#accessors
	/ecosystem.rst#altair                    Altair                                  : ecosystem.html#altair
	/ecosystem.rst#api                       API                                     : ecosystem.html#api
	/ecosystem.rst#bcpandas                  BCPandas                                : ecosystem.html#bcpandas
	/ecosystem.rst#blaze                     Blaze                                   : ecosystem.html#blaze
	/ecosystem.rst#bokeh                     Bokeh                                   : ecosystem.html#bokeh
	/ecosystem.rst#compose                   Compose                                 : ecosystem.html#compose
	/ecosystem.rst#cyberpandas               Cyberpandas                             : ecosystem.html#cyberpandas
	/ecosystem.rst#d-tale                    D-Tale                                  : ecosystem.html#d-tale
	/ecosystem.rst#dask                      Dask                                    : ecosystem.html#dask
	/ecosystem.rst#dask-ml                   Dask-ML                                 : ecosystem.html#dask-ml
	/ecosystem.rst#data-cleaning-and-validation Data cleaning and validation            : ecosystem.html#data-cleaning-and-validation
	/ecosystem.rst#dataframe-sql             dataframe_sql                           : ecosystem.html#dataframe-sql
	/ecosystem.rst#domain-specific           Domain specific                         : ecosystem.html#domain-specific
	/ecosystem.rst#engarde                   Engarde                                 : ecosystem.html#engarde
	/ecosystem.rst#extension-data-types      Extension data types                    : ecosystem.html#extension-data-types
	/ecosystem.rst#featuretools              Featuretools                            : ecosystem.html#featuretools
	/ecosystem.rst#fredapi                   fredapi                                 : ecosystem.html#fredapi
	/ecosystem.rst#geopandas                 Geopandas                               : ecosystem.html#geopandas
	/ecosystem.rst#hvplot                    hvplot                                  : ecosystem.html#hvplot
	/ecosystem.rst#ide                       IDE                                     : ecosystem.html#ide
	/ecosystem.rst#io                        IO                                      : ecosystem.html#io
	/ecosystem.rst#ipython                   IPython                                 : ecosystem.html#ipython
	/ecosystem.rst#ipython-vega              IPython vega                            : ecosystem.html#ipython-vega
	/ecosystem.rst#jupyter-notebook-jupyter-lab Jupyter Notebook / Jupyter Lab          : ecosystem.html#jupyter-notebook-jupyter-lab
	/ecosystem.rst#koalas                    Koalas                                  : ecosystem.html#koalas
	/ecosystem.rst#modin                     Modin                                   : ecosystem.html#modin
	/ecosystem.rst#odo                       Odo                                     : ecosystem.html#odo
	/ecosystem.rst#out-of-core               Out-of-core                             : ecosystem.html#out-of-core
	/ecosystem.rst#pandarallel               Pandarallel                             : ecosystem.html#pandarallel
	/ecosystem.rst#pandas-datareader         pandas-datareader                       : ecosystem.html#pandas-datareader
	/ecosystem.rst#pandas-ecosystem          pandas ecosystem                        : ecosystem.html#pandas-ecosystem
	/ecosystem.rst#pandas-genomics           Pandas-Genomics                         : ecosystem.html#pandas-genomics
	/ecosystem.rst#pandas-path               pandas-path                             : ecosystem.html#pandas-path
	/ecosystem.rst#pandas-tfrecords          pandas-tfrecords                        : ecosystem.html#pandas-tfrecords
	/ecosystem.rst#pandasdmx                 pandaSDMX                               : ecosystem.html#pandasdmx
	/ecosystem.rst#pint-pandas               Pint-Pandas                             : ecosystem.html#pint-pandas
	/ecosystem.rst#plotly                    Plotly                                  : ecosystem.html#plotly
	/ecosystem.rst#plotnine                  plotnine                                : ecosystem.html#plotnine
	/ecosystem.rst#pydatastream              Pydatastream                            : ecosystem.html#pydatastream
	/ecosystem.rst#pyjanitor                 Pyjanitor                               : ecosystem.html#pyjanitor
	/ecosystem.rst#qtpandas                  Qtpandas                                : ecosystem.html#qtpandas
	/ecosystem.rst#quandl-python             Quandl/Python                           : ecosystem.html#quandl-python
	/ecosystem.rst#quantopian-qgrid          Quantopian/qgrid                        : ecosystem.html#quantopian-qgrid
	/ecosystem.rst#seaborn                   Seaborn                                 : ecosystem.html#seaborn
	/ecosystem.rst#sklearn-pandas            sklearn-pandas                          : ecosystem.html#sklearn-pandas
	/ecosystem.rst#spyder                    Spyder                                  : ecosystem.html#spyder
	/ecosystem.rst#statistics-and-machine-learning Statistics and machine learning         : ecosystem.html#statistics-and-machine-learning
	/ecosystem.rst#statsmodels               Statsmodels                             : ecosystem.html#statsmodels
	/ecosystem.rst#stumpy                    STUMPY                                  : ecosystem.html#stumpy
	/ecosystem.rst#text-extensions-for-pandas Text Extensions for Pandas              : ecosystem.html#text-extensions-for-pandas
	/ecosystem.rst#vaex                      Vaex                                    : ecosystem.html#vaex
	/ecosystem.rst#visualization             Visualization                           : ecosystem.html#visualization
	/ecosystem.rst#xarray                    xarray                                  : ecosystem.html#xarray
	/getting_started/comparison/comparison_with_r.rst Comparison with R / R libraries         : getting_started/comparison/comparison_with_r.html
	/getting_started/comparison/comparison_with_r.rst#aggregate aggregate                               : getting_started/comparison/comparison_with_r.html#aggregate
	/getting_started/comparison/comparison_with_r.rst#base-r Base R                                  : getting_started/comparison/comparison_with_r.html#base-r
	/getting_started/comparison/comparison_with_r.rst#cast cast                                    : getting_started/comparison/comparison_with_r.html#cast
	/getting_started/comparison/comparison_with_r.rst#comparison-with-r-r-libraries Comparison with R / R libraries         : getting_started/comparison/comparison_with_r.html#comparison-with-r-r-libraries
	/getting_started/comparison/comparison_with_r.rst#ddply ddply                                   : getting_started/comparison/comparison_with_r.html#ddply
	/getting_started/comparison/comparison_with_r.rst#factor factor                                  : getting_started/comparison/comparison_with_r.html#factor
	/getting_started/comparison/comparison_with_r.rst#grouping-and-summarizing Grouping and summarizing                : getting_started/comparison/comparison_with_r.html#grouping-and-summarizing
	/getting_started/comparison/comparison_with_r.rst#match match / %in%                            : getting_started/comparison/comparison_with_r.html#match
	/getting_started/comparison/comparison_with_r.rst#meltarray melt.array                              : getting_started/comparison/comparison_with_r.html#meltarray
	/getting_started/comparison/comparison_with_r.rst#meltdf melt.data.frame                         : getting_started/comparison/comparison_with_r.html#meltdf
	/getting_started/comparison/comparison_with_r.rst#meltlist melt.list                               : getting_started/comparison/comparison_with_r.html#meltlist
	/getting_started/comparison/comparison_with_r.rst#plyr plyr                                    : getting_started/comparison/comparison_with_r.html#plyr
	/getting_started/comparison/comparison_with_r.rst#querying-filtering-sampling Querying, filtering, sampling           : getting_started/comparison/comparison_with_r.html#querying-filtering-sampling
	/getting_started/comparison/comparison_with_r.rst#quick-reference Quick reference                         : getting_started/comparison/comparison_with_r.html#quick-reference
	/getting_started/comparison/comparison_with_r.rst#reshape-reshape2 reshape / reshape2                      : getting_started/comparison/comparison_with_r.html#reshape-reshape2
	/getting_started/comparison/comparison_with_r.rst#slicing-with-r-s-c Slicing with R's c                      : getting_started/comparison/comparison_with_r.html#slicing-with-r-s-c
	/getting_started/comparison/comparison_with_r.rst#sorting Sorting                                 : getting_started/comparison/comparison_with_r.html#sorting
	/getting_started/comparison/comparison_with_r.rst#subset subset                                  : getting_started/comparison/comparison_with_r.html#subset
	/getting_started/comparison/comparison_with_r.rst#tapply tapply                                  : getting_started/comparison/comparison_with_r.html#tapply
	/getting_started/comparison/comparison_with_r.rst#transforming Transforming                            : getting_started/comparison/comparison_with_r.html#transforming
	/getting_started/comparison/comparison_with_r.rst#with with                                    : getting_started/comparison/comparison_with_r.html#with
	/getting_started/comparison/comparison_with_sas.rst Comparison with SAS                     : getting_started/comparison/comparison_with_sas.html
	/getting_started/comparison/comparison_with_sas.rst#aggregation Aggregation                             : getting_started/comparison/comparison_with_sas.html#aggregation
	/getting_started/comparison/comparison_with_sas.rst#by-group-processing By group processing                     : getting_started/comparison/comparison_with_sas.html#by-group-processing
	/getting_started/comparison/comparison_with_sas.rst#changing-case Changing case                           : getting_started/comparison/comparison_with_sas.html#changing-case
	/getting_started/comparison/comparison_with_sas.rst#comparison-with-sas Comparison with SAS                     : getting_started/comparison/comparison_with_sas.html#comparison-with-sas
	/getting_started/comparison/comparison_with_sas.rst#constructing-a-dataframe-from-values Constructing a DataFrame from values    : getting_started/comparison/comparison_with_sas.html#constructing-a-dataframe-from-values
	/getting_started/comparison/comparison_with_sas.rst#copies-vs-in-place-operations Copies vs. in place operations          : getting_started/comparison/comparison_with_sas.html#copies-vs-in-place-operations
	/getting_started/comparison/comparison_with_sas.rst#data-input-output Data input / output                     : getting_started/comparison/comparison_with_sas.html#data-input-output
	/getting_started/comparison/comparison_with_sas.rst#data-interop Data interop                            : getting_started/comparison/comparison_with_sas.html#data-interop
	/getting_started/comparison/comparison_with_sas.rst#data-operations Data operations                         : getting_started/comparison/comparison_with_sas.html#data-operations
	/getting_started/comparison/comparison_with_sas.rst#data-structures Data structures                         : getting_started/comparison/comparison_with_sas.html#data-structures
	/getting_started/comparison/comparison_with_sas.rst#dataframe DataFrame                               : getting_started/comparison/comparison_with_sas.html#dataframe
	/getting_started/comparison/comparison_with_sas.rst#date-functionality Date functionality                      : getting_started/comparison/comparison_with_sas.html#date-functionality
	/getting_started/comparison/comparison_with_sas.rst#disk-vs-memory Disk vs memory                          : getting_started/comparison/comparison_with_sas.html#disk-vs-memory
	/getting_started/comparison/comparison_with_sas.rst#drop-a-column Drop a column                           : getting_started/comparison/comparison_with_sas.html#drop-a-column
	/getting_started/comparison/comparison_with_sas.rst#drop-rows-with-missing-values Drop rows with missing values           : getting_started/comparison/comparison_with_sas.html#drop-rows-with-missing-values
	/getting_started/comparison/comparison_with_sas.rst#exporting-data Exporting data                          : getting_started/comparison/comparison_with_sas.html#exporting-data
	/getting_started/comparison/comparison_with_sas.rst#extracting-nth-word Extracting nth word                     : getting_started/comparison/comparison_with_sas.html#extracting-nth-word
	/getting_started/comparison/comparison_with_sas.rst#extracting-substring-by-position Extracting substring by position        : getting_started/comparison/comparison_with_sas.html#extracting-substring-by-position
	/getting_started/comparison/comparison_with_sas.rst#filtering Filtering                               : getting_started/comparison/comparison_with_sas.html#filtering
	/getting_started/comparison/comparison_with_sas.rst#finding-length-of-string Finding length of string                : getting_started/comparison/comparison_with_sas.html#finding-length-of-string
	/getting_started/comparison/comparison_with_sas.rst#finding-position-of-substring Finding position of substring           : getting_started/comparison/comparison_with_sas.html#finding-position-of-substring
	/getting_started/comparison/comparison_with_sas.rst#forward-fill-from-previous-rows Forward fill from previous rows         : getting_started/comparison/comparison_with_sas.html#forward-fill-from-previous-rows
	/getting_started/comparison/comparison_with_sas.rst#general-terminology-translation General terminology translation         : getting_started/comparison/comparison_with_sas.html#general-terminology-translation
	/getting_started/comparison/comparison_with_sas.rst#groupby GroupBy                                 : getting_started/comparison/comparison_with_sas.html#groupby
	/getting_started/comparison/comparison_with_sas.rst#if-then-logic If/then logic                           : getting_started/comparison/comparison_with_sas.html#if-then-logic
	/getting_started/comparison/comparison_with_sas.rst#index Index                                   : getting_started/comparison/comparison_with_sas.html#index
	/getting_started/comparison/comparison_with_sas.rst#keep-certain-columns Keep certain columns                    : getting_started/comparison/comparison_with_sas.html#keep-certain-columns
	/getting_started/comparison/comparison_with_sas.rst#limiting-output Limiting output                         : getting_started/comparison/comparison_with_sas.html#limiting-output
	/getting_started/comparison/comparison_with_sas.rst#merging Merging                                 : getting_started/comparison/comparison_with_sas.html#merging
	/getting_started/comparison/comparison_with_sas.rst#missing-data Missing data                            : getting_started/comparison/comparison_with_sas.html#missing-data
	/getting_started/comparison/comparison_with_sas.rst#operations-on-columns Operations on columns                   : getting_started/comparison/comparison_with_sas.html#operations-on-columns
	/getting_started/comparison/comparison_with_sas.rst#other-considerations Other considerations                    : getting_started/comparison/comparison_with_sas.html#other-considerations
	/getting_started/comparison/comparison_with_sas.rst#reading-external-data Reading external data                   : getting_started/comparison/comparison_with_sas.html#reading-external-data
	/getting_started/comparison/comparison_with_sas.rst#rename-a-column Rename a column                         : getting_started/comparison/comparison_with_sas.html#rename-a-column
	/getting_started/comparison/comparison_with_sas.rst#replace-missing-values-with-a-specified-value Replace missing values with a specified value: getting_started/comparison/comparison_with_sas.html#replace-missing-values-with-a-specified-value
	/getting_started/comparison/comparison_with_sas.rst#selection-of-columns Selection of columns                    : getting_started/comparison/comparison_with_sas.html#selection-of-columns
	/getting_started/comparison/comparison_with_sas.rst#series Series                                  : getting_started/comparison/comparison_with_sas.html#series
	/getting_started/comparison/comparison_with_sas.rst#sorting-by-values Sorting by values                       : getting_started/comparison/comparison_with_sas.html#sorting-by-values
	/getting_started/comparison/comparison_with_sas.rst#string-processing String processing                       : getting_started/comparison/comparison_with_sas.html#string-processing
	/getting_started/comparison/comparison_with_sas.rst#transformation Transformation                          : getting_started/comparison/comparison_with_sas.html#transformation
	/getting_started/comparison/comparison_with_spreadsheets.rst Comparison with spreadsheets            : getting_started/comparison/comparison_with_spreadsheets.html
	/getting_started/comparison/comparison_with_spreadsheets.rst#adding-a-row Adding a row                            : getting_started/comparison/comparison_with_spreadsheets.html#adding-a-row
	/getting_started/comparison/comparison_with_spreadsheets.rst#changing-case Changing case                           : getting_started/comparison/comparison_with_spreadsheets.html#changing-case
	/getting_started/comparison/comparison_with_spreadsheets.rst#comparison-with-spreadsheets Comparison with spreadsheets            : getting_started/comparison/comparison_with_spreadsheets.html#comparison-with-spreadsheets
	/getting_started/comparison/comparison_with_spreadsheets.rst#constructing-a-dataframe-from-values Constructing a DataFrame from values    : getting_started/comparison/comparison_with_spreadsheets.html#constructing-a-dataframe-from-values
	/getting_started/comparison/comparison_with_spreadsheets.rst#copies-vs-in-place-operations Copies vs. in place operations          : getting_started/comparison/comparison_with_spreadsheets.html#copies-vs-in-place-operations
	/getting_started/comparison/comparison_with_spreadsheets.rst#csv CSV                                     : getting_started/comparison/comparison_with_spreadsheets.html#csv
	/getting_started/comparison/comparison_with_spreadsheets.rst#data-input-output Data input / output                     : getting_started/comparison/comparison_with_spreadsheets.html#data-input-output
	/getting_started/comparison/comparison_with_spreadsheets.rst#data-operations Data operations                         : getting_started/comparison/comparison_with_spreadsheets.html#data-operations
	/getting_started/comparison/comparison_with_spreadsheets.rst#data-structures Data structures                         : getting_started/comparison/comparison_with_spreadsheets.html#data-structures
	/getting_started/comparison/comparison_with_spreadsheets.rst#dataframe DataFrame                               : getting_started/comparison/comparison_with_spreadsheets.html#dataframe
	/getting_started/comparison/comparison_with_spreadsheets.rst#date-functionality Date functionality                      : getting_started/comparison/comparison_with_spreadsheets.html#date-functionality
	/getting_started/comparison/comparison_with_spreadsheets.rst#drop-a-column Drop a column                           : getting_started/comparison/comparison_with_spreadsheets.html#drop-a-column
	/getting_started/comparison/comparison_with_spreadsheets.rst#drop-duplicates Drop Duplicates                         : getting_started/comparison/comparison_with_spreadsheets.html#drop-duplicates
	/getting_started/comparison/comparison_with_spreadsheets.rst#excel-files Excel files                             : getting_started/comparison/comparison_with_spreadsheets.html#excel-files
	/getting_started/comparison/comparison_with_spreadsheets.rst#exporting-data Exporting data                          : getting_started/comparison/comparison_with_spreadsheets.html#exporting-data
	/getting_started/comparison/comparison_with_spreadsheets.rst#extracting-nth-word Extracting nth word                     : getting_started/comparison/comparison_with_spreadsheets.html#extracting-nth-word
	/getting_started/comparison/comparison_with_spreadsheets.rst#extracting-substring-by-position Extracting substring by position        : getting_started/comparison/comparison_with_spreadsheets.html#extracting-substring-by-position
	/getting_started/comparison/comparison_with_spreadsheets.rst#fill-handle Fill Handle                             : getting_started/comparison/comparison_with_spreadsheets.html#fill-handle
	/getting_started/comparison/comparison_with_spreadsheets.rst#filtering Filtering                               : getting_started/comparison/comparison_with_spreadsheets.html#filtering
	/getting_started/comparison/comparison_with_spreadsheets.rst#find-and-replace Find and Replace                        : getting_started/comparison/comparison_with_spreadsheets.html#find-and-replace
	/getting_started/comparison/comparison_with_spreadsheets.rst#finding-length-of-string Finding length of string                : getting_started/comparison/comparison_with_spreadsheets.html#finding-length-of-string
	/getting_started/comparison/comparison_with_spreadsheets.rst#finding-position-of-substring Finding position of substring           : getting_started/comparison/comparison_with_spreadsheets.html#finding-position-of-substring
	/getting_started/comparison/comparison_with_spreadsheets.rst#general-terminology-translation General terminology translation         : getting_started/comparison/comparison_with_spreadsheets.html#general-terminology-translation
	/getting_started/comparison/comparison_with_spreadsheets.rst#if-then-logic If/then logic                           : getting_started/comparison/comparison_with_spreadsheets.html#if-then-logic
	/getting_started/comparison/comparison_with_spreadsheets.rst#index Index                                   : getting_started/comparison/comparison_with_spreadsheets.html#index
	/getting_started/comparison/comparison_with_spreadsheets.rst#keep-certain-columns Keep certain columns                    : getting_started/comparison/comparison_with_spreadsheets.html#keep-certain-columns
	/getting_started/comparison/comparison_with_spreadsheets.rst#limiting-output Limiting output                         : getting_started/comparison/comparison_with_spreadsheets.html#limiting-output
	/getting_started/comparison/comparison_with_spreadsheets.rst#merging Merging                                 : getting_started/comparison/comparison_with_spreadsheets.html#merging
	/getting_started/comparison/comparison_with_spreadsheets.rst#operations-on-columns Operations on columns                   : getting_started/comparison/comparison_with_spreadsheets.html#operations-on-columns
	/getting_started/comparison/comparison_with_spreadsheets.rst#other-considerations Other considerations                    : getting_started/comparison/comparison_with_spreadsheets.html#other-considerations
	/getting_started/comparison/comparison_with_spreadsheets.rst#pivot-tables Pivot Tables                            : getting_started/comparison/comparison_with_spreadsheets.html#pivot-tables
	/getting_started/comparison/comparison_with_spreadsheets.rst#reading-external-data Reading external data                   : getting_started/comparison/comparison_with_spreadsheets.html#reading-external-data
	/getting_started/comparison/comparison_with_spreadsheets.rst#rename-a-column Rename a column                         : getting_started/comparison/comparison_with_spreadsheets.html#rename-a-column
	/getting_started/comparison/comparison_with_spreadsheets.rst#selection-of-columns Selection of columns                    : getting_started/comparison/comparison_with_spreadsheets.html#selection-of-columns
	/getting_started/comparison/comparison_with_spreadsheets.rst#series Series                                  : getting_started/comparison/comparison_with_spreadsheets.html#series
	/getting_started/comparison/comparison_with_spreadsheets.rst#sorting-by-values Sorting by values                       : getting_started/comparison/comparison_with_spreadsheets.html#sorting-by-values
	/getting_started/comparison/comparison_with_spreadsheets.rst#string-processing String processing                       : getting_started/comparison/comparison_with_spreadsheets.html#string-processing
	/getting_started/comparison/comparison_with_sql.rst Comparison with SQL                     : getting_started/comparison/comparison_with_sql.html
	/getting_started/comparison/comparison_with_sql.rst#comparison-with-sql Comparison with SQL                     : getting_started/comparison/comparison_with_sql.html#comparison-with-sql
	/getting_started/comparison/comparison_with_sql.rst#copies-vs-in-place-operations Copies vs. in place operations          : getting_started/comparison/comparison_with_sql.html#copies-vs-in-place-operations
	/getting_started/comparison/comparison_with_sql.rst#delete DELETE                                  : getting_started/comparison/comparison_with_sql.html#delete
	/getting_started/comparison/comparison_with_sql.rst#full-join FULL JOIN                               : getting_started/comparison/comparison_with_sql.html#full-join
	/getting_started/comparison/comparison_with_sql.rst#group-by GROUP BY                                : getting_started/comparison/comparison_with_sql.html#group-by
	/getting_started/comparison/comparison_with_sql.rst#inner-join INNER JOIN                              : getting_started/comparison/comparison_with_sql.html#inner-join
	/getting_started/comparison/comparison_with_sql.rst#join JOIN                                    : getting_started/comparison/comparison_with_sql.html#join
	/getting_started/comparison/comparison_with_sql.rst#left-outer-join LEFT OUTER JOIN                         : getting_started/comparison/comparison_with_sql.html#left-outer-join
	/getting_started/comparison/comparison_with_sql.rst#limit LIMIT                                   : getting_started/comparison/comparison_with_sql.html#limit
	/getting_started/comparison/comparison_with_sql.rst#pandas-equivalents-for-some-sql-analytic-and-aggregate-functions pandas equivalents for some SQL analytic and aggregate functions: getting_started/comparison/comparison_with_sql.html#pandas-equivalents-for-some-sql-analytic-and-aggregate-functions
	/getting_started/comparison/comparison_with_sql.rst#right-join RIGHT JOIN                              : getting_started/comparison/comparison_with_sql.html#right-join
	/getting_started/comparison/comparison_with_sql.rst#select SELECT                                  : getting_started/comparison/comparison_with_sql.html#select
	/getting_started/comparison/comparison_with_sql.rst#top-n-rows-per-group Top n rows per group                    : getting_started/comparison/comparison_with_sql.html#top-n-rows-per-group
	/getting_started/comparison/comparison_with_sql.rst#top-n-rows-with-offset Top n rows with offset                  : getting_started/comparison/comparison_with_sql.html#top-n-rows-with-offset
	/getting_started/comparison/comparison_with_sql.rst#union UNION                                   : getting_started/comparison/comparison_with_sql.html#union
	/getting_started/comparison/comparison_with_sql.rst#update UPDATE                                  : getting_started/comparison/comparison_with_sql.html#update
	/getting_started/comparison/comparison_with_sql.rst#where WHERE                                   : getting_started/comparison/comparison_with_sql.html#where
	/getting_started/comparison/comparison_with_stata.rst Comparison with Stata                   : getting_started/comparison/comparison_with_stata.html
	/getting_started/comparison/comparison_with_stata.rst#aggregation Aggregation                             : getting_started/comparison/comparison_with_stata.html#aggregation
	/getting_started/comparison/comparison_with_stata.rst#by-group-processing By group processing                     : getting_started/comparison/comparison_with_stata.html#by-group-processing
	/getting_started/comparison/comparison_with_stata.rst#changing-case Changing case                           : getting_started/comparison/comparison_with_stata.html#changing-case
	/getting_started/comparison/comparison_with_stata.rst#comparison-with-stata Comparison with Stata                   : getting_started/comparison/comparison_with_stata.html#comparison-with-stata
	/getting_started/comparison/comparison_with_stata.rst#constructing-a-dataframe-from-values Constructing a DataFrame from values    : getting_started/comparison/comparison_with_stata.html#constructing-a-dataframe-from-values
	/getting_started/comparison/comparison_with_stata.rst#copies-vs-in-place-operations Copies vs. in place operations          : getting_started/comparison/comparison_with_stata.html#copies-vs-in-place-operations
	/getting_started/comparison/comparison_with_stata.rst#data-input-output Data input / output                     : getting_started/comparison/comparison_with_stata.html#data-input-output
	/getting_started/comparison/comparison_with_stata.rst#data-operations Data operations                         : getting_started/comparison/comparison_with_stata.html#data-operations
	/getting_started/comparison/comparison_with_stata.rst#data-structures Data structures                         : getting_started/comparison/comparison_with_stata.html#data-structures
	/getting_started/comparison/comparison_with_stata.rst#dataframe DataFrame                               : getting_started/comparison/comparison_with_stata.html#dataframe
	/getting_started/comparison/comparison_with_stata.rst#date-functionality Date functionality                      : getting_started/comparison/comparison_with_stata.html#date-functionality
	/getting_started/comparison/comparison_with_stata.rst#disk-vs-memory Disk vs memory                          : getting_started/comparison/comparison_with_stata.html#disk-vs-memory
	/getting_started/comparison/comparison_with_stata.rst#drop-a-column Drop a column                           : getting_started/comparison/comparison_with_stata.html#drop-a-column
	/getting_started/comparison/comparison_with_stata.rst#drop-rows-with-missing-values Drop rows with missing values           : getting_started/comparison/comparison_with_stata.html#drop-rows-with-missing-values
	/getting_started/comparison/comparison_with_stata.rst#exporting-data Exporting data                          : getting_started/comparison/comparison_with_stata.html#exporting-data
	/getting_started/comparison/comparison_with_stata.rst#extracting-nth-word Extracting nth word                     : getting_started/comparison/comparison_with_stata.html#extracting-nth-word
	/getting_started/comparison/comparison_with_stata.rst#extracting-substring-by-position Extracting substring by position        : getting_started/comparison/comparison_with_stata.html#extracting-substring-by-position
	/getting_started/comparison/comparison_with_stata.rst#filtering Filtering                               : getting_started/comparison/comparison_with_stata.html#filtering
	/getting_started/comparison/comparison_with_stata.rst#finding-length-of-string Finding length of string                : getting_started/comparison/comparison_with_stata.html#finding-length-of-string
	/getting_started/comparison/comparison_with_stata.rst#finding-position-of-substring Finding position of substring           : getting_started/comparison/comparison_with_stata.html#finding-position-of-substring
	/getting_started/comparison/comparison_with_stata.rst#forward-fill-from-previous-rows Forward fill from previous rows         : getting_started/comparison/comparison_with_stata.html#forward-fill-from-previous-rows
	/getting_started/comparison/comparison_with_stata.rst#general-terminology-translation General terminology translation         : getting_started/comparison/comparison_with_stata.html#general-terminology-translation
	/getting_started/comparison/comparison_with_stata.rst#groupby GroupBy                                 : getting_started/comparison/comparison_with_stata.html#groupby
	/getting_started/comparison/comparison_with_stata.rst#if-then-logic If/then logic                           : getting_started/comparison/comparison_with_stata.html#if-then-logic
	/getting_started/comparison/comparison_with_stata.rst#index Index                                   : getting_started/comparison/comparison_with_stata.html#index
	/getting_started/comparison/comparison_with_stata.rst#keep-certain-columns Keep certain columns                    : getting_started/comparison/comparison_with_stata.html#keep-certain-columns
	/getting_started/comparison/comparison_with_stata.rst#limiting-output Limiting output                         : getting_started/comparison/comparison_with_stata.html#limiting-output
	/getting_started/comparison/comparison_with_stata.rst#merging Merging                                 : getting_started/comparison/comparison_with_stata.html#merging
	/getting_started/comparison/comparison_with_stata.rst#missing-data Missing data                            : getting_started/comparison/comparison_with_stata.html#missing-data
	/getting_started/comparison/comparison_with_stata.rst#operations-on-columns Operations on columns                   : getting_started/comparison/comparison_with_stata.html#operations-on-columns
	/getting_started/comparison/comparison_with_stata.rst#other-considerations Other considerations                    : getting_started/comparison/comparison_with_stata.html#other-considerations
	/getting_started/comparison/comparison_with_stata.rst#reading-external-data Reading external data                   : getting_started/comparison/comparison_with_stata.html#reading-external-data
	/getting_started/comparison/comparison_with_stata.rst#rename-a-column Rename a column                         : getting_started/comparison/comparison_with_stata.html#rename-a-column
	/getting_started/comparison/comparison_with_stata.rst#replace-missing-values-with-a-specified-value Replace missing values with a specified value: getting_started/comparison/comparison_with_stata.html#replace-missing-values-with-a-specified-value
	/getting_started/comparison/comparison_with_stata.rst#selection-of-columns Selection of columns                    : getting_started/comparison/comparison_with_stata.html#selection-of-columns
	/getting_started/comparison/comparison_with_stata.rst#series Series                                  : getting_started/comparison/comparison_with_stata.html#series
	/getting_started/comparison/comparison_with_stata.rst#sorting-by-values Sorting by values                       : getting_started/comparison/comparison_with_stata.html#sorting-by-values
	/getting_started/comparison/comparison_with_stata.rst#string-processing String processing                       : getting_started/comparison/comparison_with_stata.html#string-processing
	/getting_started/comparison/comparison_with_stata.rst#transformation Transformation                          : getting_started/comparison/comparison_with_stata.html#transformation
	/getting_started/comparison/index.rst    Comparison with other tools             : getting_started/comparison/index.html
	/getting_started/comparison/index.rst#comparison-with-other-tools Comparison with other tools             : getting_started/comparison/index.html#comparison-with-other-tools
	/getting_started/index.rst               Getting started                         : getting_started/index.html
	/getting_started/index.rst#coming-from   Coming from...                          : getting_started/index.html#coming-from
	/getting_started/index.rst#id1           Getting started                         : getting_started/index.html#id1
	/getting_started/index.rst#installation  Installation                            : getting_started/index.html#installation
	/getting_started/index.rst#intro-to-pandas Intro to pandas                         : getting_started/index.html#intro-to-pandas
	/getting_started/index.rst#tutorials     Tutorials                               : getting_started/index.html#tutorials
	/getting_started/install.rst             Installation                            : getting_started/install.html
	/getting_started/install.rst#access-data-in-the-cloud Access data in the cloud                : getting_started/install.html#access-data-in-the-cloud
	/getting_started/install.rst#clipboard   Clipboard                               : getting_started/install.html#clipboard
	/getting_started/install.rst#computation Computation                             : getting_started/install.html#computation
	/getting_started/install.rst#dependencies Dependencies                            : getting_started/install.html#dependencies
	/getting_started/install.rst#excel-files Excel files                             : getting_started/install.html#excel-files
	/getting_started/install.rst#handling-importerrors Handling ImportErrors                   : getting_started/install.html#handling-importerrors
	/getting_started/install.rst#html        HTML                                    : getting_started/install.html#html
	/getting_started/install.rst#installation Installation                            : getting_started/install.html#installation
	/getting_started/install.rst#installing-from-pypi Installing from PyPI                    : getting_started/install.html#installing-from-pypi
	/getting_started/install.rst#installing-from-source Installing from source                  : getting_started/install.html#installing-from-source
	/getting_started/install.rst#installing-pandas Installing pandas                       : getting_started/install.html#installing-pandas
	/getting_started/install.rst#installing-using-your-linux-distribution-s-package-manager Installing using your Linux distribution's package manager.: getting_started/install.html#installing-using-your-linux-distribution-s-package-manager
	/getting_started/install.rst#installing-with-activepython Installing with ActivePython            : getting_started/install.html#installing-with-activepython
	/getting_started/install.rst#installing-with-anaconda Installing with Anaconda                : getting_started/install.html#installing-with-anaconda
	/getting_started/install.rst#installing-with-miniconda Installing with Miniconda               : getting_started/install.html#installing-with-miniconda
	/getting_started/install.rst#optional-dependencies Optional dependencies                   : getting_started/install.html#optional-dependencies
	/getting_started/install.rst#other-data-sources Other data sources                      : getting_started/install.html#other-data-sources
	/getting_started/install.rst#python-version-support Python version support                  : getting_started/install.html#python-version-support
	/getting_started/install.rst#recommended-dependencies Recommended dependencies                : getting_started/install.html#recommended-dependencies
	/getting_started/install.rst#running-the-test-suite Running the test suite                  : getting_started/install.html#running-the-test-suite
	/getting_started/install.rst#sql-databases SQL databases                           : getting_started/install.html#sql-databases
	/getting_started/install.rst#visualization Visualization                           : getting_started/install.html#visualization
	/getting_started/intro_tutorials/01_table_oriented.rst What kind of data does pandas handle?   : getting_started/intro_tutorials/01_table_oriented.html
	/getting_started/intro_tutorials/01_table_oriented.rst#do-something-with-a-dataframe-or-series Do something with a DataFrame or Series : getting_started/intro_tutorials/01_table_oriented.html#do-something-with-a-dataframe-or-series
	/getting_started/intro_tutorials/01_table_oriented.rst#each-column-in-a-dataframe-is-a-series Each column in a DataFrame is a Series  : getting_started/intro_tutorials/01_table_oriented.html#each-column-in-a-dataframe-is-a-series
	/getting_started/intro_tutorials/01_table_oriented.rst#pandas-data-table-representation pandas data table representation        : getting_started/intro_tutorials/01_table_oriented.html#pandas-data-table-representation
	/getting_started/intro_tutorials/01_table_oriented.rst#what-kind-of-data-does-pandas-handle What kind of data does pandas handle?   : getting_started/intro_tutorials/01_table_oriented.html#what-kind-of-data-does-pandas-handle
	/getting_started/intro_tutorials/02_read_write.rst How do I read and write tabular data?   : getting_started/intro_tutorials/02_read_write.html
	/getting_started/intro_tutorials/02_read_write.rst#how-do-i-read-and-write-tabular-data How do I read and write tabular data?   : getting_started/intro_tutorials/02_read_write.html#how-do-i-read-and-write-tabular-data
	/getting_started/intro_tutorials/03_subset_data.rst How do I select a subset of a DataFrame?: getting_started/intro_tutorials/03_subset_data.html
	/getting_started/intro_tutorials/03_subset_data.rst#how-do-i-filter-specific-rows-from-a-dataframe How do I filter specific rows from a DataFrame?: getting_started/intro_tutorials/03_subset_data.html#how-do-i-filter-specific-rows-from-a-dataframe
	/getting_started/intro_tutorials/03_subset_data.rst#how-do-i-select-a-subset-of-a-dataframe How do I select a subset of a DataFrame?: getting_started/intro_tutorials/03_subset_data.html#how-do-i-select-a-subset-of-a-dataframe
	/getting_started/intro_tutorials/03_subset_data.rst#how-do-i-select-specific-columns-from-a-dataframe How do I select specific columns from a DataFrame?: getting_started/intro_tutorials/03_subset_data.html#how-do-i-select-specific-columns-from-a-dataframe
	/getting_started/intro_tutorials/03_subset_data.rst#how-do-i-select-specific-rows-and-columns-from-a-dataframe How do I select specific rows and columns from a DataFrame?: getting_started/intro_tutorials/03_subset_data.html#how-do-i-select-specific-rows-and-columns-from-a-dataframe
	/getting_started/intro_tutorials/04_plotting.rst How to create plots in pandas?          : getting_started/intro_tutorials/04_plotting.html
	/getting_started/intro_tutorials/04_plotting.rst#how-to-create-plots-in-pandas How to create plots in pandas?          : getting_started/intro_tutorials/04_plotting.html#how-to-create-plots-in-pandas
	/getting_started/intro_tutorials/05_add_columns.rst How to create new columns derived from existing columns?: getting_started/intro_tutorials/05_add_columns.html
	/getting_started/intro_tutorials/05_add_columns.rst#how-to-create-new-columns-derived-from-existing-columns How to create new columns derived from existing columns?: getting_started/intro_tutorials/05_add_columns.html#how-to-create-new-columns-derived-from-existing-columns
	/getting_started/intro_tutorials/06_calculate_statistics.rst How to calculate summary statistics?    : getting_started/intro_tutorials/06_calculate_statistics.html
	/getting_started/intro_tutorials/06_calculate_statistics.rst#aggregating-statistics Aggregating statistics                  : getting_started/intro_tutorials/06_calculate_statistics.html#aggregating-statistics
	/getting_started/intro_tutorials/06_calculate_statistics.rst#aggregating-statistics-grouped-by-category Aggregating statistics grouped by category: getting_started/intro_tutorials/06_calculate_statistics.html#aggregating-statistics-grouped-by-category
	/getting_started/intro_tutorials/06_calculate_statistics.rst#count-number-of-records-by-category Count number of records by category     : getting_started/intro_tutorials/06_calculate_statistics.html#count-number-of-records-by-category
	/getting_started/intro_tutorials/06_calculate_statistics.rst#how-to-calculate-summary-statistics How to calculate summary statistics?    : getting_started/intro_tutorials/06_calculate_statistics.html#how-to-calculate-summary-statistics
	/getting_started/intro_tutorials/07_reshape_table_layout.rst How to reshape the layout of tables?    : getting_started/intro_tutorials/07_reshape_table_layout.html
	/getting_started/intro_tutorials/07_reshape_table_layout.rst#how-to-reshape-the-layout-of-tables How to reshape the layout of tables?    : getting_started/intro_tutorials/07_reshape_table_layout.html#how-to-reshape-the-layout-of-tables
	/getting_started/intro_tutorials/07_reshape_table_layout.rst#long-to-wide-table-format Long to wide table format               : getting_started/intro_tutorials/07_reshape_table_layout.html#long-to-wide-table-format
	/getting_started/intro_tutorials/07_reshape_table_layout.rst#pivot-table Pivot table                             : getting_started/intro_tutorials/07_reshape_table_layout.html#pivot-table
	/getting_started/intro_tutorials/07_reshape_table_layout.rst#sort-table-rows Sort table rows                         : getting_started/intro_tutorials/07_reshape_table_layout.html#sort-table-rows
	/getting_started/intro_tutorials/07_reshape_table_layout.rst#wide-to-long-format Wide to long format                     : getting_started/intro_tutorials/07_reshape_table_layout.html#wide-to-long-format
	/getting_started/intro_tutorials/08_combine_dataframes.rst How to combine data from multiple tables?: getting_started/intro_tutorials/08_combine_dataframes.html
	/getting_started/intro_tutorials/08_combine_dataframes.rst#concatenating-objects Concatenating objects                   : getting_started/intro_tutorials/08_combine_dataframes.html#concatenating-objects
	/getting_started/intro_tutorials/08_combine_dataframes.rst#how-to-combine-data-from-multiple-tables How to combine data from multiple tables?: getting_started/intro_tutorials/08_combine_dataframes.html#how-to-combine-data-from-multiple-tables
	/getting_started/intro_tutorials/08_combine_dataframes.rst#join-tables-using-a-common-identifier Join tables using a common identifier   : getting_started/intro_tutorials/08_combine_dataframes.html#join-tables-using-a-common-identifier
	/getting_started/intro_tutorials/09_timeseries.rst How to handle time series data with ease?: getting_started/intro_tutorials/09_timeseries.html
	/getting_started/intro_tutorials/09_timeseries.rst#datetime-as-index Datetime as index                       : getting_started/intro_tutorials/09_timeseries.html#datetime-as-index
	/getting_started/intro_tutorials/09_timeseries.rst#how-to-handle-time-series-data-with-ease How to handle time series data with ease?: getting_started/intro_tutorials/09_timeseries.html#how-to-handle-time-series-data-with-ease
	/getting_started/intro_tutorials/09_timeseries.rst#resample-a-time-series-to-another-frequency Resample a time series to another frequency: getting_started/intro_tutorials/09_timeseries.html#resample-a-time-series-to-another-frequency
	/getting_started/intro_tutorials/09_timeseries.rst#using-pandas-datetime-properties Using pandas datetime properties        : getting_started/intro_tutorials/09_timeseries.html#using-pandas-datetime-properties
	/getting_started/intro_tutorials/10_text_data.rst How to manipulate textual data?         : getting_started/intro_tutorials/10_text_data.html
	/getting_started/intro_tutorials/10_text_data.rst#how-to-manipulate-textual-data How to manipulate textual data?         : getting_started/intro_tutorials/10_text_data.html#how-to-manipulate-textual-data
	/getting_started/intro_tutorials/index.rst Getting started tutorials               : getting_started/intro_tutorials/index.html
	/getting_started/intro_tutorials/index.rst#getting-started-tutorials Getting started tutorials               : getting_started/intro_tutorials/index.html#getting-started-tutorials
	/getting_started/overview.rst            Package overview                        : getting_started/overview.html
	/getting_started/overview.rst#community  Community                               : getting_started/overview.html#community
	/getting_started/overview.rst#data-structures Data structures                         : getting_started/overview.html#data-structures
	/getting_started/overview.rst#development-team Development team                        : getting_started/overview.html#development-team
	/getting_started/overview.rst#getting-support Getting support                         : getting_started/overview.html#getting-support
	/getting_started/overview.rst#institutional-partners Institutional partners                  : getting_started/overview.html#institutional-partners
	/getting_started/overview.rst#license    License                                 : getting_started/overview.html#license
	/getting_started/overview.rst#mutability-and-copying-of-data Mutability and copying of data          : getting_started/overview.html#mutability-and-copying-of-data
	/getting_started/overview.rst#package-overview Package overview                        : getting_started/overview.html#package-overview
	/getting_started/overview.rst#project-governance Project governance                      : getting_started/overview.html#project-governance
	/getting_started/overview.rst#why-more-than-one-data-structure Why more than one data structure?       : getting_started/overview.html#why-more-than-one-data-structure
	/getting_started/tutorials.rst           Community tutorials                     : getting_started/tutorials.html
	/getting_started/tutorials.rst#community-tutorials Community tutorials                     : getting_started/tutorials.html#community-tutorials
	/getting_started/tutorials.rst#excel-charts-with-pandas-vincent-and-xlsxwriter Excel charts with pandas, vincent and xlsxwriter: getting_started/tutorials.html#excel-charts-with-pandas-vincent-and-xlsxwriter
	/getting_started/tutorials.rst#exercises-for-new-users Exercises for new users                 : getting_started/tutorials.html#exercises-for-new-users
	/getting_started/tutorials.rst#learn-pandas-by-hernan-rojas Learn pandas by Hernan Rojas            : getting_started/tutorials.html#learn-pandas-by-hernan-rojas
	/getting_started/tutorials.rst#modern-pandas Modern pandas                           : getting_started/tutorials.html#modern-pandas
	/getting_started/tutorials.rst#pandas-cookbook-by-julia-evans pandas cookbook by Julia Evans          : getting_started/tutorials.html#pandas-cookbook-by-julia-evans
	/getting_started/tutorials.rst#practical-data-analysis-with-python Practical data analysis with Python     : getting_started/tutorials.html#practical-data-analysis-with-python
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	/reference/api/pandas.timestamp.fromisocalendar.rst pandas.Timestamp.fromisocalendar        : reference/api/pandas.Timestamp.fromisocalendar.html
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	/reference/api/pandas.timestamp.now.rst  pandas.Timestamp.now                    : reference/api/pandas.Timestamp.now.html
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	/reference/api/pandas.timestamp.rst      pandas.Timestamp                        : reference/api/pandas.Timestamp.html
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	/reference/api/pandas.timestamp.to_datetime64.rst pandas.Timestamp.to_datetime64          : reference/api/pandas.Timestamp.to_datetime64.html
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	/reference/api/pandas.timestamp.to_numpy.rst pandas.Timestamp.to_numpy               : reference/api/pandas.Timestamp.to_numpy.html
	/reference/api/pandas.timestamp.to_numpy.rst#pandas-timestamp-to-numpy pandas.Timestamp.to_numpy               : reference/api/pandas.Timestamp.to_numpy.html#pandas-timestamp-to-numpy
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	/reference/api/pandas.timestamp.to_pydatetime.rst pandas.Timestamp.to_pydatetime          : reference/api/pandas.Timestamp.to_pydatetime.html
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	/reference/api/pandas.timestamp.tz_convert.rst pandas.Timestamp.tz_convert             : reference/api/pandas.Timestamp.tz_convert.html
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	/reference/api/pandas.timestamp.tz_localize.rst pandas.Timestamp.tz_localize            : reference/api/pandas.Timestamp.tz_localize.html
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	/reference/api/pandas.unique.rst         pandas.unique                           : reference/api/pandas.unique.html
	/reference/api/pandas.unique.rst#pandas-unique pandas.unique                           : reference/api/pandas.unique.html#pandas-unique
	/reference/api/pandas.unique.rst#pandas.unique pandas.unique                           : reference/api/pandas.unique.html#pandas.unique
	/reference/api/pandas.util.hash_array.rst pandas.util.hash_array                  : reference/api/pandas.util.hash_array.html
	/reference/api/pandas.util.hash_array.rst#pandas-util-hash-array pandas.util.hash_array                  : reference/api/pandas.util.hash_array.html#pandas-util-hash-array
	/reference/api/pandas.util.hash_array.rst#pandas.util.hash_array pandas.util.hash_array                  : reference/api/pandas.util.hash_array.html#pandas.util.hash_array
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	/reference/api/pandas.util.hash_pandas_object.rst#pandas-util-hash-pandas-object pandas.util.hash_pandas_object          : reference/api/pandas.util.hash_pandas_object.html#pandas-util-hash-pandas-object
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	/reference/api/pandas.wide_to_long.rst   pandas.wide_to_long                     : reference/api/pandas.wide_to_long.html
	/reference/api/pandas.wide_to_long.rst#pandas-wide-to-long pandas.wide_to_long                     : reference/api/pandas.wide_to_long.html#pandas-wide-to-long
	/reference/api/pandas.wide_to_long.rst#pandas.wide_to_long pandas.wide_to_long                     : reference/api/pandas.wide_to_long.html#pandas.wide_to_long
	/reference/arrays.rst                    pandas arrays                           : reference/arrays.html
	/reference/arrays.rst#boolean-data-with-missing-values Boolean data with missing values        : reference/arrays.html#boolean-data-with-missing-values
	/reference/arrays.rst#categorical-data   Categorical data                        : reference/arrays.html#categorical-data
	/reference/arrays.rst#datetime-data      Datetime data                           : reference/arrays.html#datetime-data
	/reference/arrays.rst#id1                Properties                              : reference/arrays.html#id1
	/reference/arrays.rst#id2                Methods                                 : reference/arrays.html#id2
	/reference/arrays.rst#id3                Properties                              : reference/arrays.html#id3
	/reference/arrays.rst#id4                Methods                                 : reference/arrays.html#id4
	/reference/arrays.rst#id5                Properties                              : reference/arrays.html#id5
	/reference/arrays.rst#interval-data      Interval data                           : reference/arrays.html#interval-data
	/reference/arrays.rst#methods            Methods                                 : reference/arrays.html#methods
	/reference/arrays.rst#nullable-integer   Nullable integer                        : reference/arrays.html#nullable-integer
	/reference/arrays.rst#pandas-arrays      pandas arrays                           : reference/arrays.html#pandas-arrays
	/reference/arrays.rst#period             Period                                  : reference/arrays.html#period
	/reference/arrays.rst#properties         Properties                              : reference/arrays.html#properties
	/reference/arrays.rst#sparse-data        Sparse data                             : reference/arrays.html#sparse-data
	/reference/arrays.rst#text-data          Text data                               : reference/arrays.html#text-data
	/reference/arrays.rst#timedelta-data     Timedelta data                          : reference/arrays.html#timedelta-data
	/reference/arrays.rst#timespan-data      Timespan data                           : reference/arrays.html#timespan-data
	/reference/extensions.rst                Extensions                              : reference/extensions.html
	/reference/extensions.rst#extensions     Extensions                              : reference/extensions.html#extensions
	/reference/frame.rst                     DataFrame                               : reference/frame.html
	/reference/frame.rst#attributes-and-underlying-data Attributes and underlying data          : reference/frame.html#attributes-and-underlying-data
	/reference/frame.rst#binary-operator-functions Binary operator functions               : reference/frame.html#binary-operator-functions
	/reference/frame.rst#combining-comparing-joining-merging Combining / comparing / joining / merging: reference/frame.html#combining-comparing-joining-merging
	/reference/frame.rst#computations-descriptive-stats Computations / descriptive stats        : reference/frame.html#computations-descriptive-stats
	/reference/frame.rst#constructor         Constructor                             : reference/frame.html#constructor
	/reference/frame.rst#conversion          Conversion                              : reference/frame.html#conversion
	/reference/frame.rst#dataframe           DataFrame                               : reference/frame.html#dataframe
	/reference/frame.rst#flags               Flags                                   : reference/frame.html#flags
	/reference/frame.rst#function-application-groupby-window Function application, GroupBy & window  : reference/frame.html#function-application-groupby-window
	/reference/frame.rst#indexing-iteration  Indexing, iteration                     : reference/frame.html#indexing-iteration
	/reference/frame.rst#metadata            Metadata                                : reference/frame.html#metadata
	/reference/frame.rst#missing-data-handling Missing data handling                   : reference/frame.html#missing-data-handling
	/reference/frame.rst#plotting            Plotting                                : reference/frame.html#plotting
	/reference/frame.rst#reindexing-selection-label-manipulation Reindexing / selection / label manipulation: reference/frame.html#reindexing-selection-label-manipulation
	/reference/frame.rst#reshaping-sorting-transposing Reshaping, sorting, transposing         : reference/frame.html#reshaping-sorting-transposing
	/reference/frame.rst#serialization-io-conversion Serialization / IO / conversion         : reference/frame.html#serialization-io-conversion
	/reference/frame.rst#sparse-accessor     Sparse accessor                         : reference/frame.html#sparse-accessor
	/reference/frame.rst#time-series-related Time Series-related                     : reference/frame.html#time-series-related
	/reference/general_functions.rst         General functions                       : reference/general_functions.html
	/reference/general_functions.rst#data-manipulations Data manipulations                      : reference/general_functions.html#data-manipulations
	/reference/general_functions.rst#general-functions General functions                       : reference/general_functions.html#general-functions
	/reference/general_functions.rst#hashing Hashing                                 : reference/general_functions.html#hashing
	/reference/general_functions.rst#testing Testing                                 : reference/general_functions.html#testing
	/reference/general_functions.rst#top-level-conversions Top-level conversions                   : reference/general_functions.html#top-level-conversions
	/reference/general_functions.rst#top-level-dealing-with-datetimelike Top-level dealing with datetimelike     : reference/general_functions.html#top-level-dealing-with-datetimelike
	/reference/general_functions.rst#top-level-dealing-with-intervals Top-level dealing with intervals        : reference/general_functions.html#top-level-dealing-with-intervals
	/reference/general_functions.rst#top-level-evaluation Top-level evaluation                    : reference/general_functions.html#top-level-evaluation
	/reference/general_functions.rst#top-level-missing-data Top-level missing data                  : reference/general_functions.html#top-level-missing-data
	/reference/general_utility_functions.rst General utility functions               : reference/general_utility_functions.html
	/reference/general_utility_functions.rst#bug-report-function Bug report function                     : reference/general_utility_functions.html#bug-report-function
	/reference/general_utility_functions.rst#data-types-related-functionality Data types related functionality        : reference/general_utility_functions.html#data-types-related-functionality
	/reference/general_utility_functions.rst#dtype-introspection Dtype introspection                     : reference/general_utility_functions.html#dtype-introspection
	/reference/general_utility_functions.rst#exceptions-and-warnings Exceptions and warnings                 : reference/general_utility_functions.html#exceptions-and-warnings
	/reference/general_utility_functions.rst#general-utility-functions General utility functions               : reference/general_utility_functions.html#general-utility-functions
	/reference/general_utility_functions.rst#iterable-introspection Iterable introspection                  : reference/general_utility_functions.html#iterable-introspection
	/reference/general_utility_functions.rst#scalar-introspection Scalar introspection                    : reference/general_utility_functions.html#scalar-introspection
	/reference/general_utility_functions.rst#testing-functions Testing functions                       : reference/general_utility_functions.html#testing-functions
	/reference/general_utility_functions.rst#working-with-options Working with options                    : reference/general_utility_functions.html#working-with-options
	/reference/groupby.rst                   GroupBy                                 : reference/groupby.html
	/reference/groupby.rst#computations-descriptive-stats Computations / descriptive stats        : reference/groupby.html#computations-descriptive-stats
	/reference/groupby.rst#function-application Function application                    : reference/groupby.html#function-application
	/reference/groupby.rst#groupby           GroupBy                                 : reference/groupby.html#groupby
	/reference/groupby.rst#indexing-iteration Indexing, iteration                     : reference/groupby.html#indexing-iteration
	/reference/index.rst                     API reference                           : reference/index.html
	/reference/index.rst#api-reference       API reference                           : reference/index.html#api-reference
	/reference/indexing.rst                  Index objects                           : reference/indexing.html
	/reference/indexing.rst#categorical-components Categorical components                  : reference/indexing.html#categorical-components
	/reference/indexing.rst#categoricalindex CategoricalIndex                        : reference/indexing.html#categoricalindex
	/reference/indexing.rst#combining-joining-set-operations Combining / joining / set operations    : reference/indexing.html#combining-joining-set-operations
	/reference/indexing.rst#compatibility-with-multiindex Compatibility with MultiIndex           : reference/indexing.html#compatibility-with-multiindex
	/reference/indexing.rst#components       Components                              : reference/indexing.html#components
	/reference/indexing.rst#conversion       Conversion                              : reference/indexing.html#conversion
	/reference/indexing.rst#datetimeindex    DatetimeIndex                           : reference/indexing.html#datetimeindex
	/reference/indexing.rst#id1              Modifying and computations              : reference/indexing.html#id1
	/reference/indexing.rst#id2              Selecting                               : reference/indexing.html#id2
	/reference/indexing.rst#id3              Time-specific operations                : reference/indexing.html#id3
	/reference/indexing.rst#id4              Conversion                              : reference/indexing.html#id4
	/reference/indexing.rst#id5              Conversion                              : reference/indexing.html#id5
	/reference/indexing.rst#id6              Methods                                 : reference/indexing.html#id6
	/reference/indexing.rst#id7              Properties                              : reference/indexing.html#id7
	/reference/indexing.rst#id8              Methods                                 : reference/indexing.html#id8
	/reference/indexing.rst#index            Index                                   : reference/indexing.html#index
	/reference/indexing.rst#index-objects    Index objects                           : reference/indexing.html#index-objects
	/reference/indexing.rst#intervalindex    IntervalIndex                           : reference/indexing.html#intervalindex
	/reference/indexing.rst#intervalindex-components IntervalIndex components                : reference/indexing.html#intervalindex-components
	/reference/indexing.rst#methods          Methods                                 : reference/indexing.html#methods
	/reference/indexing.rst#missing-values   Missing values                          : reference/indexing.html#missing-values
	/reference/indexing.rst#modifying-and-computations Modifying and computations              : reference/indexing.html#modifying-and-computations
	/reference/indexing.rst#multiindex       MultiIndex                              : reference/indexing.html#multiindex
	/reference/indexing.rst#multiindex-components MultiIndex components                   : reference/indexing.html#multiindex-components
	/reference/indexing.rst#multiindex-constructors MultiIndex constructors                 : reference/indexing.html#multiindex-constructors
	/reference/indexing.rst#multiindex-properties MultiIndex properties                   : reference/indexing.html#multiindex-properties
	/reference/indexing.rst#multiindex-selecting MultiIndex selecting                    : reference/indexing.html#multiindex-selecting
	/reference/indexing.rst#numeric-index    Numeric Index                           : reference/indexing.html#numeric-index
	/reference/indexing.rst#periodindex      PeriodIndex                             : reference/indexing.html#periodindex
	/reference/indexing.rst#properties       Properties                              : reference/indexing.html#properties
	/reference/indexing.rst#selecting        Selecting                               : reference/indexing.html#selecting
	/reference/indexing.rst#sorting          Sorting                                 : reference/indexing.html#sorting
	/reference/indexing.rst#time-date-components Time/date components                    : reference/indexing.html#time-date-components
	/reference/indexing.rst#time-specific-operations Time-specific operations                : reference/indexing.html#time-specific-operations
	/reference/indexing.rst#timedeltaindex   TimedeltaIndex                          : reference/indexing.html#timedeltaindex
	/reference/io.rst                        Input/output                            : reference/io.html
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	/reference/offset_frequency.rst#custombusinessday CustomBusinessDay                       : reference/offset_frequency.html#custombusinessday
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	/reference/offset_frequency.rst#custombusinessmonthbegin CustomBusinessMonthBegin                : reference/offset_frequency.html#custombusinessmonthbegin
	/reference/offset_frequency.rst#custombusinessmonthend CustomBusinessMonthEnd                  : reference/offset_frequency.html#custombusinessmonthend
	/reference/offset_frequency.rst#date-offsets Date offsets                            : reference/offset_frequency.html#date-offsets
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	/reference/offset_frequency.rst#day      Day                                     : reference/offset_frequency.html#day
	/reference/offset_frequency.rst#easter   Easter                                  : reference/offset_frequency.html#easter
	/reference/offset_frequency.rst#frequencies Frequencies                             : reference/offset_frequency.html#frequencies
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	/reference/offset_frequency.rst#fy5253quarter FY5253Quarter                           : reference/offset_frequency.html#fy5253quarter
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	/reference/offset_frequency.rst#id1      Properties                              : reference/offset_frequency.html#id1
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	/reference/offset_frequency.rst#id30     Methods                                 : reference/offset_frequency.html#id30
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	/reference/offset_frequency.rst#id32     Methods                                 : reference/offset_frequency.html#id32
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	/reference/offset_frequency.rst#id34     Methods                                 : reference/offset_frequency.html#id34
	/reference/offset_frequency.rst#id35     Properties                              : reference/offset_frequency.html#id35
	/reference/offset_frequency.rst#id36     Methods                                 : reference/offset_frequency.html#id36
	/reference/offset_frequency.rst#id37     Properties                              : reference/offset_frequency.html#id37
	/reference/offset_frequency.rst#id38     Methods                                 : reference/offset_frequency.html#id38
	/reference/offset_frequency.rst#id39     Properties                              : reference/offset_frequency.html#id39
	/reference/offset_frequency.rst#id4      Methods                                 : reference/offset_frequency.html#id4
	/reference/offset_frequency.rst#id40     Methods                                 : reference/offset_frequency.html#id40
	/reference/offset_frequency.rst#id41     Properties                              : reference/offset_frequency.html#id41
	/reference/offset_frequency.rst#id42     Methods                                 : reference/offset_frequency.html#id42
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	/reference/offset_frequency.rst#id44     Methods                                 : reference/offset_frequency.html#id44
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	/reference/offset_frequency.rst#id46     Methods                                 : reference/offset_frequency.html#id46
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	/reference/offset_frequency.rst#id48     Methods                                 : reference/offset_frequency.html#id48
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	/reference/offset_frequency.rst#id5      Properties                              : reference/offset_frequency.html#id5
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	/reference/offset_frequency.rst#id68     Methods                                 : reference/offset_frequency.html#id68
	/reference/offset_frequency.rst#id7      Properties                              : reference/offset_frequency.html#id7
	/reference/offset_frequency.rst#id8      Methods                                 : reference/offset_frequency.html#id8
	/reference/offset_frequency.rst#id9      Properties                              : reference/offset_frequency.html#id9
	/reference/offset_frequency.rst#lastweekofmonth LastWeekOfMonth                         : reference/offset_frequency.html#lastweekofmonth
	/reference/offset_frequency.rst#methods  Methods                                 : reference/offset_frequency.html#methods
	/reference/offset_frequency.rst#micro    Micro                                   : reference/offset_frequency.html#micro
	/reference/offset_frequency.rst#milli    Milli                                   : reference/offset_frequency.html#milli
	/reference/offset_frequency.rst#minute   Minute                                  : reference/offset_frequency.html#minute
	/reference/offset_frequency.rst#monthbegin MonthBegin                              : reference/offset_frequency.html#monthbegin
	/reference/offset_frequency.rst#monthend MonthEnd                                : reference/offset_frequency.html#monthend
	/reference/offset_frequency.rst#nano     Nano                                    : reference/offset_frequency.html#nano
	/reference/offset_frequency.rst#properties Properties                              : reference/offset_frequency.html#properties
	/reference/offset_frequency.rst#quarterbegin QuarterBegin                            : reference/offset_frequency.html#quarterbegin
	/reference/offset_frequency.rst#quarterend QuarterEnd                              : reference/offset_frequency.html#quarterend
	/reference/offset_frequency.rst#second   Second                                  : reference/offset_frequency.html#second
	/reference/offset_frequency.rst#semimonthbegin SemiMonthBegin                          : reference/offset_frequency.html#semimonthbegin
	/reference/offset_frequency.rst#semimonthend SemiMonthEnd                            : reference/offset_frequency.html#semimonthend
	/reference/offset_frequency.rst#tick     Tick                                    : reference/offset_frequency.html#tick
	/reference/offset_frequency.rst#week     Week                                    : reference/offset_frequency.html#week
	/reference/offset_frequency.rst#weekofmonth WeekOfMonth                             : reference/offset_frequency.html#weekofmonth
	/reference/offset_frequency.rst#yearbegin YearBegin                               : reference/offset_frequency.html#yearbegin
	/reference/offset_frequency.rst#yearend  YearEnd                                 : reference/offset_frequency.html#yearend
	/reference/plotting.rst                  Plotting                                : reference/plotting.html
	/reference/plotting.rst#plotting         Plotting                                : reference/plotting.html#plotting
	/reference/resampling.rst                Resampling                              : reference/resampling.html
	/reference/resampling.rst#computations-descriptive-stats Computations / descriptive stats        : reference/resampling.html#computations-descriptive-stats
	/reference/resampling.rst#function-application Function application                    : reference/resampling.html#function-application
	/reference/resampling.rst#indexing-iteration Indexing, iteration                     : reference/resampling.html#indexing-iteration
	/reference/resampling.rst#resampling     Resampling                              : reference/resampling.html#resampling
	/reference/resampling.rst#upsampling     Upsampling                              : reference/resampling.html#upsampling
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	/reference/series.rst#accessors          Accessors                               : reference/series.html#accessors
	/reference/series.rst#attributes         Attributes                              : reference/series.html#attributes
	/reference/series.rst#binary-operator-functions Binary operator functions               : reference/series.html#binary-operator-functions
	/reference/series.rst#categorical-accessor Categorical accessor                    : reference/series.html#categorical-accessor
	/reference/series.rst#combining-comparing-joining-merging Combining / comparing / joining / merging: reference/series.html#combining-comparing-joining-merging
	/reference/series.rst#computations-descriptive-stats Computations / descriptive stats        : reference/series.html#computations-descriptive-stats
	/reference/series.rst#constructor        Constructor                             : reference/series.html#constructor
	/reference/series.rst#conversion         Conversion                              : reference/series.html#conversion
	/reference/series.rst#datetime-methods   Datetime methods                        : reference/series.html#datetime-methods
	/reference/series.rst#datetime-properties Datetime properties                     : reference/series.html#datetime-properties
	/reference/series.rst#datetimelike-properties Datetimelike properties                 : reference/series.html#datetimelike-properties
	/reference/series.rst#flags              Flags                                   : reference/series.html#flags
	/reference/series.rst#function-application-groupby-window Function application, GroupBy & window  : reference/series.html#function-application-groupby-window
	/reference/series.rst#indexing-iteration Indexing, iteration                     : reference/series.html#indexing-iteration
	/reference/series.rst#metadata           Metadata                                : reference/series.html#metadata
	/reference/series.rst#missing-data-handling Missing data handling                   : reference/series.html#missing-data-handling
	/reference/series.rst#period-properties  Period properties                       : reference/series.html#period-properties
	/reference/series.rst#plotting           Plotting                                : reference/series.html#plotting
	/reference/series.rst#reindexing-selection-label-manipulation Reindexing / selection / label manipulation: reference/series.html#reindexing-selection-label-manipulation
	/reference/series.rst#reshaping-sorting  Reshaping, sorting                      : reference/series.html#reshaping-sorting
	/reference/series.rst#serialization-io-conversion Serialization / IO / conversion         : reference/series.html#serialization-io-conversion
	/reference/series.rst#series             Series                                  : reference/series.html#series
	/reference/series.rst#sparse-accessor    Sparse accessor                         : reference/series.html#sparse-accessor
	/reference/series.rst#string-handling    String handling                         : reference/series.html#string-handling
	/reference/series.rst#time-series-related Time Series-related                     : reference/series.html#time-series-related
	/reference/series.rst#timedelta-methods  Timedelta methods                       : reference/series.html#timedelta-methods
	/reference/series.rst#timedelta-properties Timedelta properties                    : reference/series.html#timedelta-properties
	/reference/style.rst                     Style                                   : reference/style.html
	/reference/style.rst#builtin-styles      Builtin styles                          : reference/style.html#builtin-styles
	/reference/style.rst#style               Style                                   : reference/style.html#style
	/reference/style.rst#style-application   Style application                       : reference/style.html#style-application
	/reference/style.rst#style-export-and-import Style export and import                 : reference/style.html#style-export-and-import
	/reference/style.rst#styler-constructor  Styler constructor                      : reference/style.html#styler-constructor
	/reference/style.rst#styler-properties   Styler properties                       : reference/style.html#styler-properties
	/reference/window.rst                    Window                                  : reference/window.html
	/reference/window.rst#expanding-window-functions Expanding window functions              : reference/window.html#expanding-window-functions
	/reference/window.rst#exponentially-weighted-window-functions Exponentially-weighted window functions : reference/window.html#exponentially-weighted-window-functions
	/reference/window.rst#rolling-window-functions Rolling window functions                : reference/window.html#rolling-window-functions
	/reference/window.rst#weighted-window-functions Weighted window functions               : reference/window.html#weighted-window-functions
	/reference/window.rst#window             Window                                  : reference/window.html#window
	/reference/window.rst#window-indexer     Window indexer                          : reference/window.html#window-indexer
	/user_guide/10min.rst                    10 minutes to pandas                    : user_guide/10min.html
	/user_guide/10min.rst#apply              Apply                                   : user_guide/10min.html#apply
	/user_guide/10min.rst#boolean-indexing   Boolean indexing                        : user_guide/10min.html#boolean-indexing
	/user_guide/10min.rst#categoricals       Categoricals                            : user_guide/10min.html#categoricals
	/user_guide/10min.rst#concat             Concat                                  : user_guide/10min.html#concat
	/user_guide/10min.rst#csv                CSV                                     : user_guide/10min.html#csv
	/user_guide/10min.rst#excel              Excel                                   : user_guide/10min.html#excel
	/user_guide/10min.rst#getting            Getting                                 : user_guide/10min.html#getting
	/user_guide/10min.rst#getting-data-in-out Getting data in/out                     : user_guide/10min.html#getting-data-in-out
	/user_guide/10min.rst#gotchas            Gotchas                                 : user_guide/10min.html#gotchas
	/user_guide/10min.rst#grouping           Grouping                                : user_guide/10min.html#grouping
	/user_guide/10min.rst#hdf5               HDF5                                    : user_guide/10min.html#hdf5
	/user_guide/10min.rst#histogramming      Histogramming                           : user_guide/10min.html#histogramming
	/user_guide/10min.rst#join               Join                                    : user_guide/10min.html#join
	/user_guide/10min.rst#merge              Merge                                   : user_guide/10min.html#merge
	/user_guide/10min.rst#minutes-to-pandas  10 minutes to pandas                    : user_guide/10min.html#minutes-to-pandas
	/user_guide/10min.rst#missing-data       Missing data                            : user_guide/10min.html#missing-data
	/user_guide/10min.rst#object-creation    Object creation                         : user_guide/10min.html#object-creation
	/user_guide/10min.rst#operations         Operations                              : user_guide/10min.html#operations
	/user_guide/10min.rst#pivot-tables       Pivot tables                            : user_guide/10min.html#pivot-tables
	/user_guide/10min.rst#plotting           Plotting                                : user_guide/10min.html#plotting
	/user_guide/10min.rst#reshaping          Reshaping                               : user_guide/10min.html#reshaping
	/user_guide/10min.rst#selection          Selection                               : user_guide/10min.html#selection
	/user_guide/10min.rst#selection-by-label Selection by label                      : user_guide/10min.html#selection-by-label
	/user_guide/10min.rst#selection-by-position Selection by position                   : user_guide/10min.html#selection-by-position
	/user_guide/10min.rst#setting            Setting                                 : user_guide/10min.html#setting
	/user_guide/10min.rst#stack              Stack                                   : user_guide/10min.html#stack
	/user_guide/10min.rst#stats              Stats                                   : user_guide/10min.html#stats
	/user_guide/10min.rst#string-methods     String Methods                          : user_guide/10min.html#string-methods
	/user_guide/10min.rst#time-series        Time series                             : user_guide/10min.html#time-series
	/user_guide/10min.rst#viewing-data       Viewing data                            : user_guide/10min.html#viewing-data
	/user_guide/advanced.rst                 MultiIndex / advanced indexing          : user_guide/advanced.html
	/user_guide/advanced.rst#advanced-indexing-with-hierarchical-index Advanced indexing with hierarchical index: user_guide/advanced.html#advanced-indexing-with-hierarchical-index
	/user_guide/advanced.rst#advanced-reindexing-and-alignment Advanced reindexing and alignment       : user_guide/advanced.html#advanced-reindexing-and-alignment
	/user_guide/advanced.rst#basic-indexing-on-axis-with-multiindex Basic indexing on axis with MultiIndex  : user_guide/advanced.html#basic-indexing-on-axis-with-multiindex
	/user_guide/advanced.rst#binning-data-with-cut-and-qcut Binning data with cut and qcut          : user_guide/advanced.html#binning-data-with-cut-and-qcut
	/user_guide/advanced.rst#categoricalindex CategoricalIndex                        : user_guide/advanced.html#categoricalindex
	/user_guide/advanced.rst#creating-a-multiindex-hierarchical-index-object Creating a MultiIndex (hierarchical index) object: user_guide/advanced.html#creating-a-multiindex-hierarchical-index-object
	/user_guide/advanced.rst#cross-section   Cross-section                           : user_guide/advanced.html#cross-section
	/user_guide/advanced.rst#data-alignment-and-using-reindex Data alignment and using reindex        : user_guide/advanced.html#data-alignment-and-using-reindex
	/user_guide/advanced.rst#defined-levels  Defined levels                          : user_guide/advanced.html#defined-levels
	/user_guide/advanced.rst#endpoints-are-inclusive Endpoints are inclusive                 : user_guide/advanced.html#endpoints-are-inclusive
	/user_guide/advanced.rst#float64index    Float64Index                            : user_guide/advanced.html#float64index
	/user_guide/advanced.rst#generating-ranges-of-intervals Generating ranges of intervals          : user_guide/advanced.html#generating-ranges-of-intervals
	/user_guide/advanced.rst#hierarchical-indexing-multiindex Hierarchical indexing (MultiIndex)      : user_guide/advanced.html#hierarchical-indexing-multiindex
	/user_guide/advanced.rst#index-types     Index types                             : user_guide/advanced.html#index-types
	/user_guide/advanced.rst#indexing-potentially-changes-underlying-series-dtype Indexing potentially changes underlying Series dtype: user_guide/advanced.html#indexing-potentially-changes-underlying-series-dtype
	/user_guide/advanced.rst#indexing-with-an-intervalindex Indexing with an IntervalIndex          : user_guide/advanced.html#indexing-with-an-intervalindex
	/user_guide/advanced.rst#int64index-and-rangeindex Int64Index and RangeIndex               : user_guide/advanced.html#int64index-and-rangeindex
	/user_guide/advanced.rst#integer-indexing Integer indexing                        : user_guide/advanced.html#integer-indexing
	/user_guide/advanced.rst#intervalindex   IntervalIndex                           : user_guide/advanced.html#intervalindex
	/user_guide/advanced.rst#miscellaneous-indexing-faq Miscellaneous indexing FAQ              : user_guide/advanced.html#miscellaneous-indexing-faq
	/user_guide/advanced.rst#multiindex-advanced-indexing MultiIndex / advanced indexing          : user_guide/advanced.html#multiindex-advanced-indexing
	/user_guide/advanced.rst#non-monotonic-indexes-require-exact-matches Non-monotonic indexes require exact matches: user_guide/advanced.html#non-monotonic-indexes-require-exact-matches
	/user_guide/advanced.rst#reconstructing-the-level-labels Reconstructing the level labels         : user_guide/advanced.html#reconstructing-the-level-labels
	/user_guide/advanced.rst#renaming-names-of-an-index-or-multiindex Renaming names of an Index or MultiIndex: user_guide/advanced.html#renaming-names-of-an-index-or-multiindex
	/user_guide/advanced.rst#reordering-levels-with-reorder-levels Reordering levels with reorder_levels   : user_guide/advanced.html#reordering-levels-with-reorder-levels
	/user_guide/advanced.rst#sorting-a-multiindex Sorting a MultiIndex                    : user_guide/advanced.html#sorting-a-multiindex
	/user_guide/advanced.rst#swapping-levels-with-swaplevel Swapping levels with swaplevel          : user_guide/advanced.html#swapping-levels-with-swaplevel
	/user_guide/advanced.rst#take-methods    Take methods                            : user_guide/advanced.html#take-methods
	/user_guide/advanced.rst#using-slicers   Using slicers                           : user_guide/advanced.html#using-slicers
	/user_guide/basics.rst                   Essential basic functionality           : user_guide/basics.html
	/user_guide/basics.rst#accelerated-operations Accelerated operations                  : user_guide/basics.html#accelerated-operations
	/user_guide/basics.rst#aggregating-with-a-dict Aggregating with a dict                 : user_guide/basics.html#aggregating-with-a-dict
	/user_guide/basics.rst#aggregating-with-multiple-functions Aggregating with multiple functions     : user_guide/basics.html#aggregating-with-multiple-functions
	/user_guide/basics.rst#aggregation-api   Aggregation API                         : user_guide/basics.html#aggregation-api
	/user_guide/basics.rst#aligning-objects-with-each-other-with-align Aligning objects with each other with align: user_guide/basics.html#aligning-objects-with-each-other-with-align
	/user_guide/basics.rst#applying-elementwise-functions Applying elementwise functions          : user_guide/basics.html#applying-elementwise-functions
	/user_guide/basics.rst#astype            astype                                  : user_guide/basics.html#astype
	/user_guide/basics.rst#attributes-and-underlying-data Attributes and underlying data          : user_guide/basics.html#attributes-and-underlying-data
	/user_guide/basics.rst#boolean-reductions Boolean reductions                      : user_guide/basics.html#boolean-reductions
	/user_guide/basics.rst#by-index          By index                                : user_guide/basics.html#by-index
	/user_guide/basics.rst#by-indexes-and-values By indexes and values                   : user_guide/basics.html#by-indexes-and-values
	/user_guide/basics.rst#by-values         By values                               : user_guide/basics.html#by-values
	/user_guide/basics.rst#combining-overlapping-data-sets Combining overlapping data sets         : user_guide/basics.html#combining-overlapping-data-sets
	/user_guide/basics.rst#comparing-array-like-objects Comparing array-like objects            : user_guide/basics.html#comparing-array-like-objects
	/user_guide/basics.rst#comparing-if-objects-are-equivalent Comparing if objects are equivalent     : user_guide/basics.html#comparing-if-objects-are-equivalent
	/user_guide/basics.rst#copying           Copying                                 : user_guide/basics.html#copying
	/user_guide/basics.rst#custom-describe   Custom describe                         : user_guide/basics.html#custom-describe
	/user_guide/basics.rst#defaults          defaults                                : user_guide/basics.html#defaults
	/user_guide/basics.rst#descriptive-statistics Descriptive statistics                  : user_guide/basics.html#descriptive-statistics
	/user_guide/basics.rst#discretization-and-quantiling Discretization and quantiling           : user_guide/basics.html#discretization-and-quantiling
	/user_guide/basics.rst#dropping-labels-from-an-axis Dropping labels from an axis            : user_guide/basics.html#dropping-labels-from-an-axis
	/user_guide/basics.rst#dt-accessor       .dt accessor                            : user_guide/basics.html#dt-accessor
	/user_guide/basics.rst#dtypes            dtypes                                  : user_guide/basics.html#dtypes
	/user_guide/basics.rst#essential-basic-functionality Essential basic functionality           : user_guide/basics.html#essential-basic-functionality
	/user_guide/basics.rst#filling-while-reindexing Filling while reindexing                : user_guide/basics.html#filling-while-reindexing
	/user_guide/basics.rst#flexible-binary-operations Flexible binary operations              : user_guide/basics.html#flexible-binary-operations
	/user_guide/basics.rst#flexible-comparisons Flexible comparisons                    : user_guide/basics.html#flexible-comparisons
	/user_guide/basics.rst#function-application Function application                    : user_guide/basics.html#function-application
	/user_guide/basics.rst#general-dataframe-combine General DataFrame combine               : user_guide/basics.html#general-dataframe-combine
	/user_guide/basics.rst#gotchas           gotchas                                 : user_guide/basics.html#gotchas
	/user_guide/basics.rst#head-and-tail     Head and tail                           : user_guide/basics.html#head-and-tail
	/user_guide/basics.rst#index-of-min-max-values Index of min/max values                 : user_guide/basics.html#index-of-min-max-values
	/user_guide/basics.rst#items             items                                   : user_guide/basics.html#items
	/user_guide/basics.rst#iteration         Iteration                               : user_guide/basics.html#iteration
	/user_guide/basics.rst#iterrows          iterrows                                : user_guide/basics.html#iterrows
	/user_guide/basics.rst#itertuples        itertuples                              : user_guide/basics.html#itertuples
	/user_guide/basics.rst#limits-on-filling-while-reindexing Limits on filling while reindexing      : user_guide/basics.html#limits-on-filling-while-reindexing
	/user_guide/basics.rst#matching-broadcasting-behavior Matching / broadcasting behavior        : user_guide/basics.html#matching-broadcasting-behavior
	/user_guide/basics.rst#missing-data-operations-with-fill-values Missing data / operations with fill values: user_guide/basics.html#missing-data-operations-with-fill-values
	/user_guide/basics.rst#mixed-dtypes      Mixed dtypes                            : user_guide/basics.html#mixed-dtypes
	/user_guide/basics.rst#object-conversion object conversion                       : user_guide/basics.html#object-conversion
	/user_guide/basics.rst#reindexing-and-altering-labels Reindexing and altering labels          : user_guide/basics.html#reindexing-and-altering-labels
	/user_guide/basics.rst#reindexing-to-align-with-another-object Reindexing to align with another object : user_guide/basics.html#reindexing-to-align-with-another-object
	/user_guide/basics.rst#renaming-mapping-labels Renaming / mapping labels               : user_guide/basics.html#renaming-mapping-labels
	/user_guide/basics.rst#row-or-column-wise-function-application Row or column-wise function application : user_guide/basics.html#row-or-column-wise-function-application
	/user_guide/basics.rst#searchsorted      searchsorted                            : user_guide/basics.html#searchsorted
	/user_guide/basics.rst#selecting-columns-based-on-dtype Selecting columns based on dtype        : user_guide/basics.html#selecting-columns-based-on-dtype
	/user_guide/basics.rst#smallest-largest-values smallest / largest values               : user_guide/basics.html#smallest-largest-values
	/user_guide/basics.rst#sorting           Sorting                                 : user_guide/basics.html#sorting
	/user_guide/basics.rst#sorting-by-a-multiindex-column Sorting by a MultiIndex column          : user_guide/basics.html#sorting-by-a-multiindex-column
	/user_guide/basics.rst#summarizing-data-describe Summarizing data: describe              : user_guide/basics.html#summarizing-data-describe
	/user_guide/basics.rst#tablewise-function-application Tablewise function application          : user_guide/basics.html#tablewise-function-application
	/user_guide/basics.rst#transform-api     Transform API                           : user_guide/basics.html#transform-api
	/user_guide/basics.rst#transform-with-multiple-functions Transform with multiple functions       : user_guide/basics.html#transform-with-multiple-functions
	/user_guide/basics.rst#transforming-with-a-dict Transforming with a dict                : user_guide/basics.html#transforming-with-a-dict
	/user_guide/basics.rst#upcasting         upcasting                               : user_guide/basics.html#upcasting
	/user_guide/basics.rst#value-counts-histogramming-mode Value counts (histogramming) / mode     : user_guide/basics.html#value-counts-histogramming-mode
	/user_guide/basics.rst#vectorized-string-methods Vectorized string methods               : user_guide/basics.html#vectorized-string-methods
	/user_guide/boolean.rst                  Nullable Boolean data type              : user_guide/boolean.html
	/user_guide/boolean.rst#indexing-with-na-values Indexing with NA values                 : user_guide/boolean.html#indexing-with-na-values
	/user_guide/boolean.rst#kleene-logical-operations Kleene logical operations               : user_guide/boolean.html#kleene-logical-operations
	/user_guide/boolean.rst#nullable-boolean-data-type Nullable Boolean data type              : user_guide/boolean.html#nullable-boolean-data-type
	/user_guide/categorical.rst              Categorical data                        : user_guide/categorical.html
	/user_guide/categorical.rst#appending-new-categories Appending new categories                : user_guide/categorical.html#appending-new-categories
	/user_guide/categorical.rst#categorical-data Categorical data                        : user_guide/categorical.html#categorical-data
	/user_guide/categorical.rst#categorical-index Categorical index                       : user_guide/categorical.html#categorical-index
	/user_guide/categorical.rst#categorical-is-not-a-numpy-array Categorical is not a numpy array        : user_guide/categorical.html#categorical-is-not-a-numpy-array
	/user_guide/categorical.rst#categoricaldtype CategoricalDtype                        : user_guide/categorical.html#categoricaldtype
	/user_guide/categorical.rst#comparisons  Comparisons                             : user_guide/categorical.html#comparisons
	/user_guide/categorical.rst#controlling-behavior Controlling behavior                    : user_guide/categorical.html#controlling-behavior
	/user_guide/categorical.rst#data-munging Data munging                            : user_guide/categorical.html#data-munging
	/user_guide/categorical.rst#dataframe-creation DataFrame creation                      : user_guide/categorical.html#dataframe-creation
	/user_guide/categorical.rst#description  Description                             : user_guide/categorical.html#description
	/user_guide/categorical.rst#differences-to-r-s-factor Differences to R's factor               : user_guide/categorical.html#differences-to-r-s-factor
	/user_guide/categorical.rst#dtype-in-apply dtype in apply                          : user_guide/categorical.html#dtype-in-apply
	/user_guide/categorical.rst#equality-semantics Equality semantics                      : user_guide/categorical.html#equality-semantics
	/user_guide/categorical.rst#getting      Getting                                 : user_guide/categorical.html#getting
	/user_guide/categorical.rst#getting-data-in-out Getting data in/out                     : user_guide/categorical.html#getting-data-in-out
	/user_guide/categorical.rst#gotchas      Gotchas                                 : user_guide/categorical.html#gotchas
	/user_guide/categorical.rst#memory-usage Memory usage                            : user_guide/categorical.html#memory-usage
	/user_guide/categorical.rst#merging-concatenation Merging / concatenation                 : user_guide/categorical.html#merging-concatenation
	/user_guide/categorical.rst#missing-data Missing data                            : user_guide/categorical.html#missing-data
	/user_guide/categorical.rst#multi-column-sorting Multi column sorting                    : user_guide/categorical.html#multi-column-sorting
	/user_guide/categorical.rst#object-creation Object creation                         : user_guide/categorical.html#object-creation
	/user_guide/categorical.rst#operations   Operations                              : user_guide/categorical.html#operations
	/user_guide/categorical.rst#regaining-original-data Regaining original data                 : user_guide/categorical.html#regaining-original-data
	/user_guide/categorical.rst#removing-categories Removing categories                     : user_guide/categorical.html#removing-categories
	/user_guide/categorical.rst#removing-unused-categories Removing unused categories              : user_guide/categorical.html#removing-unused-categories
	/user_guide/categorical.rst#renaming-categories Renaming categories                     : user_guide/categorical.html#renaming-categories
	/user_guide/categorical.rst#reordering   Reordering                              : user_guide/categorical.html#reordering
	/user_guide/categorical.rst#series-creation Series creation                         : user_guide/categorical.html#series-creation
	/user_guide/categorical.rst#setting      Setting                                 : user_guide/categorical.html#setting
	/user_guide/categorical.rst#setting-categories Setting categories                      : user_guide/categorical.html#setting-categories
	/user_guide/categorical.rst#side-effects Side effects                            : user_guide/categorical.html#side-effects
	/user_guide/categorical.rst#sorting-and-order Sorting and order                       : user_guide/categorical.html#sorting-and-order
	/user_guide/categorical.rst#string-and-datetime-accessors String and datetime accessors           : user_guide/categorical.html#string-and-datetime-accessors
	/user_guide/categorical.rst#unioning     Unioning                                : user_guide/categorical.html#unioning
	/user_guide/categorical.rst#working-with-categories Working with categories                 : user_guide/categorical.html#working-with-categories
	/user_guide/computation.rst              Computational tools                     : user_guide/computation.html
	/user_guide/computation.rst#computational-tools Computational tools                     : user_guide/computation.html#computational-tools
	/user_guide/computation.rst#correlation  Correlation                             : user_guide/computation.html#correlation
	/user_guide/computation.rst#covariance   Covariance                              : user_guide/computation.html#covariance
	/user_guide/computation.rst#data-ranking Data ranking                            : user_guide/computation.html#data-ranking
	/user_guide/computation.rst#percent-change Percent change                          : user_guide/computation.html#percent-change
	/user_guide/computation.rst#statistical-functions Statistical functions                   : user_guide/computation.html#statistical-functions
	/user_guide/computation.rst#windowing-functions Windowing functions                     : user_guide/computation.html#windowing-functions
	/user_guide/cookbook.rst                 Cookbook                                : user_guide/cookbook.html
	/user_guide/cookbook.rst#apply           Apply                                   : user_guide/cookbook.html#apply
	/user_guide/cookbook.rst#arithmetic      Arithmetic                              : user_guide/cookbook.html#arithmetic
	/user_guide/cookbook.rst#binary-files    Binary files                            : user_guide/cookbook.html#binary-files
	/user_guide/cookbook.rst#building-criteria Building criteria                       : user_guide/cookbook.html#building-criteria
	/user_guide/cookbook.rst#computation     Computation                             : user_guide/cookbook.html#computation
	/user_guide/cookbook.rst#correlation     Correlation                             : user_guide/cookbook.html#correlation
	/user_guide/cookbook.rst#creating-example-data Creating example data                   : user_guide/cookbook.html#creating-example-data
	/user_guide/cookbook.rst#csv             CSV                                     : user_guide/cookbook.html#csv
	/user_guide/cookbook.rst#data-in-out     Data in/out                             : user_guide/cookbook.html#data-in-out
	/user_guide/cookbook.rst#dataframes      Dataframes                              : user_guide/cookbook.html#dataframes
	/user_guide/cookbook.rst#excel           Excel                                   : user_guide/cookbook.html#excel
	/user_guide/cookbook.rst#expanding-data  Expanding data                          : user_guide/cookbook.html#expanding-data
	/user_guide/cookbook.rst#grouping        Grouping                                : user_guide/cookbook.html#grouping
	/user_guide/cookbook.rst#hdfstore        HDFStore                                : user_guide/cookbook.html#hdfstore
	/user_guide/cookbook.rst#html            HTML                                    : user_guide/cookbook.html#html
	/user_guide/cookbook.rst#id1             Cookbook                                : user_guide/cookbook.html#id1
	/user_guide/cookbook.rst#id2             Splitting                               : user_guide/cookbook.html#id2
	/user_guide/cookbook.rst#idioms          Idioms                                  : user_guide/cookbook.html#idioms
	/user_guide/cookbook.rst#if-then         if-then...                              : user_guide/cookbook.html#if-then
	/user_guide/cookbook.rst#levels          Levels                                  : user_guide/cookbook.html#levels
	/user_guide/cookbook.rst#merge           Merge                                   : user_guide/cookbook.html#merge
	/user_guide/cookbook.rst#missing-data    Missing data                            : user_guide/cookbook.html#missing-data
	/user_guide/cookbook.rst#multiindexing   Multiindexing                           : user_guide/cookbook.html#multiindexing
	/user_guide/cookbook.rst#new-columns     New columns                             : user_guide/cookbook.html#new-columns
	/user_guide/cookbook.rst#option-1-pass-rows-explicitly-to-skip-rows Option 1: pass rows explicitly to skip rows: user_guide/cookbook.html#option-1-pass-rows-explicitly-to-skip-rows
	/user_guide/cookbook.rst#option-2-read-column-names-and-then-data Option 2: read column names and then data: user_guide/cookbook.html#option-2-read-column-names-and-then-data
	/user_guide/cookbook.rst#parsing-date-components-in-multi-columns Parsing date components in multi-columns: user_guide/cookbook.html#parsing-date-components-in-multi-columns
	/user_guide/cookbook.rst#pivot           Pivot                                   : user_guide/cookbook.html#pivot
	/user_guide/cookbook.rst#plotting        Plotting                                : user_guide/cookbook.html#plotting
	/user_guide/cookbook.rst#reading-multiple-files-to-create-a-single-dataframe Reading multiple files to create a single DataFrame: user_guide/cookbook.html#reading-multiple-files-to-create-a-single-dataframe
	/user_guide/cookbook.rst#replace         Replace                                 : user_guide/cookbook.html#replace
	/user_guide/cookbook.rst#resampling      Resampling                              : user_guide/cookbook.html#resampling
	/user_guide/cookbook.rst#selection       Selection                               : user_guide/cookbook.html#selection
	/user_guide/cookbook.rst#skip-row-between-header-and-data Skip row between header and data        : user_guide/cookbook.html#skip-row-between-header-and-data
	/user_guide/cookbook.rst#slicing         Slicing                                 : user_guide/cookbook.html#slicing
	/user_guide/cookbook.rst#sorting         Sorting                                 : user_guide/cookbook.html#sorting
	/user_guide/cookbook.rst#splitting       Splitting                               : user_guide/cookbook.html#splitting
	/user_guide/cookbook.rst#sql             SQL                                     : user_guide/cookbook.html#sql
	/user_guide/cookbook.rst#timedeltas      Timedeltas                              : user_guide/cookbook.html#timedeltas
	/user_guide/cookbook.rst#timeseries      Timeseries                              : user_guide/cookbook.html#timeseries
	/user_guide/dsintro.rst                  Intro to data structures                : user_guide/dsintro.html
	/user_guide/dsintro.rst#alternate-constructors Alternate constructors                  : user_guide/dsintro.html#alternate-constructors
	/user_guide/dsintro.rst#assigning-new-columns-in-method-chains Assigning new columns in method chains  : user_guide/dsintro.html#assigning-new-columns-in-method-chains
	/user_guide/dsintro.rst#column-selection-addition-deletion Column selection, addition, deletion    : user_guide/dsintro.html#column-selection-addition-deletion
	/user_guide/dsintro.rst#console-display  Console display                         : user_guide/dsintro.html#console-display
	/user_guide/dsintro.rst#data-alignment-and-arithmetic Data alignment and arithmetic           : user_guide/dsintro.html#data-alignment-and-arithmetic
	/user_guide/dsintro.rst#dataframe        DataFrame                               : user_guide/dsintro.html#dataframe
	/user_guide/dsintro.rst#dataframe-column-attribute-access-and-ipython-completion DataFrame column attribute access and IPython completion: user_guide/dsintro.html#dataframe-column-attribute-access-and-ipython-completion
	/user_guide/dsintro.rst#dataframe-interoperability-with-numpy-functions DataFrame interoperability with NumPy functions: user_guide/dsintro.html#dataframe-interoperability-with-numpy-functions
	/user_guide/dsintro.rst#from-a-dict-of-tuples From a dict of tuples                   : user_guide/dsintro.html#from-a-dict-of-tuples
	/user_guide/dsintro.rst#from-a-list-of-dataclasses From a list of dataclasses              : user_guide/dsintro.html#from-a-list-of-dataclasses
	/user_guide/dsintro.rst#from-a-list-of-dicts From a list of dicts                    : user_guide/dsintro.html#from-a-list-of-dicts
	/user_guide/dsintro.rst#from-a-list-of-namedtuples From a list of namedtuples              : user_guide/dsintro.html#from-a-list-of-namedtuples
	/user_guide/dsintro.rst#from-a-series    From a Series                           : user_guide/dsintro.html#from-a-series
	/user_guide/dsintro.rst#from-dict-of-ndarrays-lists From dict of ndarrays / lists           : user_guide/dsintro.html#from-dict-of-ndarrays-lists
	/user_guide/dsintro.rst#from-dict-of-series-or-dicts From dict of Series or dicts            : user_guide/dsintro.html#from-dict-of-series-or-dicts
	/user_guide/dsintro.rst#from-structured-or-record-array From structured or record array         : user_guide/dsintro.html#from-structured-or-record-array
	/user_guide/dsintro.rst#indexing-selection Indexing / selection                    : user_guide/dsintro.html#indexing-selection
	/user_guide/dsintro.rst#intro-to-data-structures Intro to data structures                : user_guide/dsintro.html#intro-to-data-structures
	/user_guide/dsintro.rst#name-attribute   Name attribute                          : user_guide/dsintro.html#name-attribute
	/user_guide/dsintro.rst#series           Series                                  : user_guide/dsintro.html#series
	/user_guide/dsintro.rst#series-is-dict-like Series is dict-like                     : user_guide/dsintro.html#series-is-dict-like
	/user_guide/dsintro.rst#series-is-ndarray-like Series is ndarray-like                  : user_guide/dsintro.html#series-is-ndarray-like
	/user_guide/dsintro.rst#transposing      Transposing                             : user_guide/dsintro.html#transposing
	/user_guide/dsintro.rst#vectorized-operations-and-label-alignment-with-series Vectorized operations and label alignment with Series: user_guide/dsintro.html#vectorized-operations-and-label-alignment-with-series
	/user_guide/duplicates.rst               Duplicate Labels                        : user_guide/duplicates.html
	/user_guide/duplicates.rst#consequences-of-duplicate-labels Consequences of Duplicate Labels        : user_guide/duplicates.html#consequences-of-duplicate-labels
	/user_guide/duplicates.rst#disallowing-duplicate-labels Disallowing Duplicate Labels            : user_guide/duplicates.html#disallowing-duplicate-labels
	/user_guide/duplicates.rst#duplicate-label-detection Duplicate Label Detection               : user_guide/duplicates.html#duplicate-label-detection
	/user_guide/duplicates.rst#duplicate-label-propagation Duplicate Label Propagation             : user_guide/duplicates.html#duplicate-label-propagation
	/user_guide/duplicates.rst#duplicate-labels Duplicate Labels                        : user_guide/duplicates.html#duplicate-labels
	/user_guide/enhancingperf.rst            Enhancing performance                   : user_guide/enhancingperf.html
	/user_guide/enhancingperf.rst#adding-type Adding type                             : user_guide/enhancingperf.html#adding-type
	/user_guide/enhancingperf.rst#caveats    Caveats                                 : user_guide/enhancingperf.html#caveats
	/user_guide/enhancingperf.rst#cython-writing-c-extensions-for-pandas Cython (writing C extensions for pandas): user_guide/enhancingperf.html#cython-writing-c-extensions-for-pandas
	/user_guide/enhancingperf.rst#enhancing-performance Enhancing performance                   : user_guide/enhancingperf.html#enhancing-performance
	/user_guide/enhancingperf.rst#eval-examples eval() examples                         : user_guide/enhancingperf.html#eval-examples
	/user_guide/enhancingperf.rst#expression-evaluation-via-eval Expression evaluation via eval()        : user_guide/enhancingperf.html#expression-evaluation-via-eval
	/user_guide/enhancingperf.rst#jit        Jit                                     : user_guide/enhancingperf.html#jit
	/user_guide/enhancingperf.rst#local-variables Local variables                         : user_guide/enhancingperf.html#local-variables
	/user_guide/enhancingperf.rst#more-advanced-techniques More advanced techniques                : user_guide/enhancingperf.html#more-advanced-techniques
	/user_guide/enhancingperf.rst#numba-as-an-argument Numba as an argument                    : user_guide/enhancingperf.html#numba-as-an-argument
	/user_guide/enhancingperf.rst#pandas-eval-backends pandas.eval() backends                  : user_guide/enhancingperf.html#pandas-eval-backends
	/user_guide/enhancingperf.rst#pandas-eval-parsers pandas.eval() parsers                   : user_guide/enhancingperf.html#pandas-eval-parsers
	/user_guide/enhancingperf.rst#pandas-eval-performance pandas.eval() performance               : user_guide/enhancingperf.html#pandas-eval-performance
	/user_guide/enhancingperf.rst#plain-cython Plain Cython                            : user_guide/enhancingperf.html#plain-cython
	/user_guide/enhancingperf.rst#pure-python Pure Python                             : user_guide/enhancingperf.html#pure-python
	/user_guide/enhancingperf.rst#supported-syntax Supported syntax                        : user_guide/enhancingperf.html#supported-syntax
	/user_guide/enhancingperf.rst#technical-minutia-regarding-expression-evaluation Technical minutia regarding expression evaluation: user_guide/enhancingperf.html#technical-minutia-regarding-expression-evaluation
	/user_guide/enhancingperf.rst#the-dataframe-eval-method The DataFrame.eval method               : user_guide/enhancingperf.html#the-dataframe-eval-method
	/user_guide/enhancingperf.rst#using-ndarray Using ndarray                           : user_guide/enhancingperf.html#using-ndarray
	/user_guide/enhancingperf.rst#using-numba Using Numba                             : user_guide/enhancingperf.html#using-numba
	/user_guide/enhancingperf.rst#vectorize  Vectorize                               : user_guide/enhancingperf.html#vectorize
	/user_guide/gotchas.rst                  Frequently Asked Questions (FAQ)        : user_guide/gotchas.html
	/user_guide/gotchas.rst#bitwise-boolean  Bitwise boolean                         : user_guide/gotchas.html#bitwise-boolean
	/user_guide/gotchas.rst#byte-ordering-issues Byte-ordering issues                    : user_guide/gotchas.html#byte-ordering-issues
	/user_guide/gotchas.rst#choice-of-na-representation Choice of NA representation             : user_guide/gotchas.html#choice-of-na-representation
	/user_guide/gotchas.rst#dataframe-memory-usage DataFrame memory usage                  : user_guide/gotchas.html#dataframe-memory-usage
	/user_guide/gotchas.rst#differences-with-numpy Differences with NumPy                  : user_guide/gotchas.html#differences-with-numpy
	/user_guide/gotchas.rst#frequently-asked-questions-faq Frequently Asked Questions (FAQ)        : user_guide/gotchas.html#frequently-asked-questions-faq
	/user_guide/gotchas.rst#mutating-with-user-defined-function-udf-methods Mutating with User Defined Function (UDF) methods: user_guide/gotchas.html#mutating-with-user-defined-function-udf-methods
	/user_guide/gotchas.rst#na-type-promotions NA type promotions                      : user_guide/gotchas.html#na-type-promotions
	/user_guide/gotchas.rst#nan-integer-na-values-and-na-type-promotions NaN, Integer NA values and NA type promotions: user_guide/gotchas.html#nan-integer-na-values-and-na-type-promotions
	/user_guide/gotchas.rst#support-for-integer-na Support for integer NA                  : user_guide/gotchas.html#support-for-integer-na
	/user_guide/gotchas.rst#thread-safety    Thread-safety                           : user_guide/gotchas.html#thread-safety
	/user_guide/gotchas.rst#using-if-truth-statements-with-pandas Using if/truth statements with pandas   : user_guide/gotchas.html#using-if-truth-statements-with-pandas
	/user_guide/gotchas.rst#using-the-in-operator Using the in operator                   : user_guide/gotchas.html#using-the-in-operator
	/user_guide/gotchas.rst#why-not-make-numpy-like-r Why not make NumPy like R?              : user_guide/gotchas.html#why-not-make-numpy-like-r
	/user_guide/groupby.rst                  Group by: split-apply-combine           : user_guide/groupby.html
	/user_guide/groupby.rst#aggregation      Aggregation                             : user_guide/groupby.html#aggregation
	/user_guide/groupby.rst#applying-different-functions-to-dataframe-columns Applying different functions to DataFrame columns: user_guide/groupby.html#applying-different-functions-to-dataframe-columns
	/user_guide/groupby.rst#applying-multiple-functions-at-once Applying multiple functions at once     : user_guide/groupby.html#applying-multiple-functions-at-once
	/user_guide/groupby.rst#automatic-exclusion-of-nuisance-columns Automatic exclusion of "nuisance" columns: user_guide/groupby.html#automatic-exclusion-of-nuisance-columns
	/user_guide/groupby.rst#cython-optimized-aggregation-functions Cython-optimized aggregation functions  : user_guide/groupby.html#cython-optimized-aggregation-functions
	/user_guide/groupby.rst#dataframe-column-selection-in-groupby DataFrame column selection in GroupBy   : user_guide/groupby.html#dataframe-column-selection-in-groupby
	/user_guide/groupby.rst#dispatching-to-instance-methods Dispatching to instance methods         : user_guide/groupby.html#dispatching-to-instance-methods
	/user_guide/groupby.rst#enumerate-group-items Enumerate group items                   : user_guide/groupby.html#enumerate-group-items
	/user_guide/groupby.rst#enumerate-groups Enumerate groups                        : user_guide/groupby.html#enumerate-groups
	/user_guide/groupby.rst#examples         Examples                                : user_guide/groupby.html#examples
	/user_guide/groupby.rst#filtration       Filtration                              : user_guide/groupby.html#filtration
	/user_guide/groupby.rst#flexible-apply   Flexible apply                          : user_guide/groupby.html#flexible-apply
	/user_guide/groupby.rst#group-by-split-apply-combine Group by: split-apply-combine           : user_guide/groupby.html#group-by-split-apply-combine
	/user_guide/groupby.rst#groupby-by-indexer-to-resample-data Groupby by indexer to 'resample' data   : user_guide/groupby.html#groupby-by-indexer-to-resample-data
	/user_guide/groupby.rst#groupby-object-attributes GroupBy object attributes               : user_guide/groupby.html#groupby-object-attributes
	/user_guide/groupby.rst#groupby-with-multiindex GroupBy with MultiIndex                 : user_guide/groupby.html#groupby-with-multiindex
	/user_guide/groupby.rst#grouping-dataframe-with-index-levels-and-columns Grouping DataFrame with Index levels and columns: user_guide/groupby.html#grouping-dataframe-with-index-levels-and-columns
	/user_guide/groupby.rst#grouping-with-a-grouper-specification Grouping with a grouper specification   : user_guide/groupby.html#grouping-with-a-grouper-specification
	/user_guide/groupby.rst#grouping-with-ordered-factors Grouping with ordered factors           : user_guide/groupby.html#grouping-with-ordered-factors
	/user_guide/groupby.rst#handling-of-un-observed-categorical-values Handling of (un)observed Categorical values: user_guide/groupby.html#handling-of-un-observed-categorical-values
	/user_guide/groupby.rst#id1              GroupBy sorting                         : user_guide/groupby.html#id1
	/user_guide/groupby.rst#id2              GroupBy dropna                          : user_guide/groupby.html#id2
	/user_guide/groupby.rst#iterating-through-groups Iterating through groups                : user_guide/groupby.html#iterating-through-groups
	/user_guide/groupby.rst#multi-column-factorization Multi-column factorization              : user_guide/groupby.html#multi-column-factorization
	/user_guide/groupby.rst#na-and-nat-group-handling NA and NaT group handling               : user_guide/groupby.html#na-and-nat-group-handling
	/user_guide/groupby.rst#named-aggregation Named aggregation                       : user_guide/groupby.html#named-aggregation
	/user_guide/groupby.rst#numba-accelerated-routines Numba Accelerated Routines              : user_guide/groupby.html#numba-accelerated-routines
	/user_guide/groupby.rst#other-useful-features Other useful features                   : user_guide/groupby.html#other-useful-features
	/user_guide/groupby.rst#piping-function-calls Piping function calls                   : user_guide/groupby.html#piping-function-calls
	/user_guide/groupby.rst#plotting         Plotting                                : user_guide/groupby.html#plotting
	/user_guide/groupby.rst#regrouping-by-factor Regrouping by factor                    : user_guide/groupby.html#regrouping-by-factor
	/user_guide/groupby.rst#returning-a-series-to-propagate-names Returning a Series to propagate names   : user_guide/groupby.html#returning-a-series-to-propagate-names
	/user_guide/groupby.rst#selecting-a-group Selecting a group                       : user_guide/groupby.html#selecting-a-group
	/user_guide/groupby.rst#splitting-an-object-into-groups Splitting an object into groups         : user_guide/groupby.html#splitting-an-object-into-groups
	/user_guide/groupby.rst#taking-the-first-rows-of-each-group Taking the first rows of each group     : user_guide/groupby.html#taking-the-first-rows-of-each-group
	/user_guide/groupby.rst#taking-the-nth-row-of-each-group Taking the nth row of each group        : user_guide/groupby.html#taking-the-nth-row-of-each-group
	/user_guide/groupby.rst#transformation   Transformation                          : user_guide/groupby.html#transformation
	/user_guide/groupby.rst#window-and-resample-operations Window and resample operations          : user_guide/groupby.html#window-and-resample-operations
	/user_guide/index.rst                    User Guide                              : user_guide/index.html
	/user_guide/index.rst#id1                User Guide                              : user_guide/index.html#id1
	/user_guide/indexing.rst                 Indexing and selecting data             : user_guide/indexing.html
	/user_guide/indexing.rst#adding-an-ad-hoc-index Adding an ad hoc index                  : user_guide/indexing.html#adding-an-ad-hoc-index
	/user_guide/indexing.rst#attribute-access Attribute access                        : user_guide/indexing.html#attribute-access
	/user_guide/indexing.rst#basics          Basics                                  : user_guide/indexing.html#basics
	/user_guide/indexing.rst#boolean-indexing Boolean indexing                        : user_guide/indexing.html#boolean-indexing
	/user_guide/indexing.rst#boolean-operators Boolean operators                       : user_guide/indexing.html#boolean-operators
	/user_guide/indexing.rst#dictionary-like-get-method Dictionary-like get() method            : user_guide/indexing.html#dictionary-like-get-method
	/user_guide/indexing.rst#different-choices-for-indexing Different choices for indexing          : user_guide/indexing.html#different-choices-for-indexing
	/user_guide/indexing.rst#duplicate-data  Duplicate data                          : user_guide/indexing.html#duplicate-data
	/user_guide/indexing.rst#evaluation-order-matters Evaluation order matters                : user_guide/indexing.html#evaluation-order-matters
	/user_guide/indexing.rst#fast-scalar-value-getting-and-setting Fast scalar value getting and setting   : user_guide/indexing.html#fast-scalar-value-getting-and-setting
	/user_guide/indexing.rst#id1             Combining positional and label-based indexing: user_guide/indexing.html#id1
	/user_guide/indexing.rst#index-objects   Index objects                           : user_guide/indexing.html#index-objects
	/user_guide/indexing.rst#indexing-and-selecting-data Indexing and selecting data             : user_guide/indexing.html#indexing-and-selecting-data
	/user_guide/indexing.rst#indexing-with-isin Indexing with isin                      : user_guide/indexing.html#indexing-with-isin
	/user_guide/indexing.rst#indexing-with-list-with-missing-labels-is-deprecated Indexing with list with missing labels is deprecated: user_guide/indexing.html#indexing-with-list-with-missing-labels-is-deprecated
	/user_guide/indexing.rst#looking-up-values-by-index-column-labels Looking up values by index/column labels: user_guide/indexing.html#looking-up-values-by-index-column-labels
	/user_guide/indexing.rst#mask            Mask                                    : user_guide/indexing.html#mask
	/user_guide/indexing.rst#missing-values  Missing values                          : user_guide/indexing.html#missing-values
	/user_guide/indexing.rst#multiindex-query-syntax MultiIndex query() Syntax               : user_guide/indexing.html#multiindex-query-syntax
	/user_guide/indexing.rst#performance-of-query Performance of query()                  : user_guide/indexing.html#performance-of-query
	/user_guide/indexing.rst#query-python-versus-pandas-syntax-comparison query() Python versus pandas Syntax Comparison: user_guide/indexing.html#query-python-versus-pandas-syntax-comparison
	/user_guide/indexing.rst#query-use-cases query() Use Cases                       : user_guide/indexing.html#query-use-cases
	/user_guide/indexing.rst#reindexing      Reindexing                              : user_guide/indexing.html#reindexing
	/user_guide/indexing.rst#reset-the-index Reset the index                         : user_guide/indexing.html#reset-the-index
	/user_guide/indexing.rst#returning-a-view-versus-a-copy Returning a view versus a copy          : user_guide/indexing.html#returning-a-view-versus-a-copy
	/user_guide/indexing.rst#selecting-random-samples Selecting random samples                : user_guide/indexing.html#selecting-random-samples
	/user_guide/indexing.rst#selection-by-callable Selection by callable                   : user_guide/indexing.html#selection-by-callable
	/user_guide/indexing.rst#selection-by-label Selection by label                      : user_guide/indexing.html#selection-by-label
	/user_guide/indexing.rst#selection-by-position Selection by position                   : user_guide/indexing.html#selection-by-position
	/user_guide/indexing.rst#set-an-index    Set an index                            : user_guide/indexing.html#set-an-index
	/user_guide/indexing.rst#set-operations-on-index-objects Set operations on Index objects         : user_guide/indexing.html#set-operations-on-index-objects
	/user_guide/indexing.rst#set-reset-index Set / reset index                       : user_guide/indexing.html#set-reset-index
	/user_guide/indexing.rst#setting-metadata Setting metadata                        : user_guide/indexing.html#setting-metadata
	/user_guide/indexing.rst#setting-with-enlargement Setting with enlargement                : user_guide/indexing.html#setting-with-enlargement
	/user_guide/indexing.rst#setting-with-enlargement-conditionally-using-numpy Setting with enlargement conditionally using numpy(): user_guide/indexing.html#setting-with-enlargement-conditionally-using-numpy
	/user_guide/indexing.rst#slicing-ranges  Slicing ranges                          : user_guide/indexing.html#slicing-ranges
	/user_guide/indexing.rst#slicing-with-labels Slicing with labels                     : user_guide/indexing.html#slicing-with-labels
	/user_guide/indexing.rst#special-use-of-the-operator-with-list-objects Special use of the == operator with list objects: user_guide/indexing.html#special-use-of-the-operator-with-list-objects
	/user_guide/indexing.rst#the-in-and-not-in-operators The in and not in operators             : user_guide/indexing.html#the-in-and-not-in-operators
	/user_guide/indexing.rst#the-query-method The query() Method                      : user_guide/indexing.html#the-query-method
	/user_guide/indexing.rst#the-where-method-and-masking The where() Method and Masking          : user_guide/indexing.html#the-where-method-and-masking
	/user_guide/indexing.rst#why-does-assignment-fail-when-using-chained-indexing Why does assignment fail when using chained indexing?: user_guide/indexing.html#why-does-assignment-fail-when-using-chained-indexing
	/user_guide/integer_na.rst               Nullable integer data type              : user_guide/integer_na.html
	/user_guide/integer_na.rst#construction  Construction                            : user_guide/integer_na.html#construction
	/user_guide/integer_na.rst#nullable-integer-data-type Nullable integer data type              : user_guide/integer_na.html#nullable-integer-data-type
	/user_guide/integer_na.rst#operations    Operations                              : user_guide/integer_na.html#operations
	/user_guide/integer_na.rst#scalar-na-value Scalar NA Value                         : user_guide/integer_na.html#scalar-na-value
	/user_guide/io.rst                       IO tools (text, CSV, HDF5, ...)         : user_guide/io.html
	/user_guide/io.rst#advanced-queries      Advanced queries                        : user_guide/io.html#advanced-queries
	/user_guide/io.rst#advanced-sqlalchemy-queries Advanced SQLAlchemy queries             : user_guide/io.html#advanced-sqlalchemy-queries
	/user_guide/io.rst#automatically-sniffing-the-delimiter Automatically "sniffing" the delimiter  : user_guide/io.html#automatically-sniffing-the-delimiter
	/user_guide/io.rst#basic                 Basic                                   : user_guide/io.html#basic
	/user_guide/io.rst#binary-excel-xlsb-files Binary Excel (.xlsb) files              : user_guide/io.html#binary-excel-xlsb-files
	/user_guide/io.rst#boolean-values        Boolean values                          : user_guide/io.html#boolean-values
	/user_guide/io.rst#categorical-data      Categorical data                        : user_guide/io.html#categorical-data
	/user_guide/io.rst#caveats               Caveats                                 : user_guide/io.html#caveats
	/user_guide/io.rst#cell-converters       Cell converters                         : user_guide/io.html#cell-converters
	/user_guide/io.rst#clipboard             Clipboard                               : user_guide/io.html#clipboard
	/user_guide/io.rst#column-and-index-locations-and-names Column and index locations and names    : user_guide/io.html#column-and-index-locations-and-names
	/user_guide/io.rst#comments              Comments                                : user_guide/io.html#comments
	/user_guide/io.rst#comments-and-empty-lines Comments and empty lines                : user_guide/io.html#comments-and-empty-lines
	/user_guide/io.rst#compressed-pickle-files Compressed pickle files                 : user_guide/io.html#compressed-pickle-files
	/user_guide/io.rst#compression           Compression                             : user_guide/io.html#compression
	/user_guide/io.rst#csv-text-files        CSV & text files                        : user_guide/io.html#csv-text-files
	/user_guide/io.rst#data-conversion       Data conversion                         : user_guide/io.html#data-conversion
	/user_guide/io.rst#datatypes             DataTypes                               : user_guide/io.html#datatypes
	/user_guide/io.rst#date-handling         Date Handling                           : user_guide/io.html#date-handling
	/user_guide/io.rst#date-parsing-functions Date parsing functions                  : user_guide/io.html#date-parsing-functions
	/user_guide/io.rst#datetime-data-types   Datetime data types                     : user_guide/io.html#datetime-data-types
	/user_guide/io.rst#datetime-handling     Datetime handling                       : user_guide/io.html#datetime-handling
	/user_guide/io.rst#dealing-with-unicode-data Dealing with Unicode data               : user_guide/io.html#dealing-with-unicode-data
	/user_guide/io.rst#delete-from-a-table   Delete from a table                     : user_guide/io.html#delete-from-a-table
	/user_guide/io.rst#dialect               Dialect                                 : user_guide/io.html#dialect
	/user_guide/io.rst#dtype-specifications  Dtype specifications                    : user_guide/io.html#dtype-specifications
	/user_guide/io.rst#duplicate-names-parsing Duplicate names parsing                 : user_guide/io.html#duplicate-names-parsing
	/user_guide/io.rst#engine-connection-examples Engine connection examples              : user_guide/io.html#engine-connection-examples
	/user_guide/io.rst#error-handling        Error handling                          : user_guide/io.html#error-handling
	/user_guide/io.rst#excel-files           Excel files                             : user_guide/io.html#excel-files
	/user_guide/io.rst#excel-writer-engines  Excel writer engines                    : user_guide/io.html#excel-writer-engines
	/user_guide/io.rst#excelfile-class       ExcelFile class                         : user_guide/io.html#excelfile-class
	/user_guide/io.rst#external-compatibility External compatibility                  : user_guide/io.html#external-compatibility
	/user_guide/io.rst#fallback-behavior     Fallback behavior                       : user_guide/io.html#fallback-behavior
	/user_guide/io.rst#feather               Feather                                 : user_guide/io.html#feather
	/user_guide/io.rst#files-with-an-implicit-index-column Files with an "implicit" index column   : user_guide/io.html#files-with-an-implicit-index-column
	/user_guide/io.rst#files-with-fixed-width-columns Files with fixed width columns          : user_guide/io.html#files-with-fixed-width-columns
	/user_guide/io.rst#filtering-columns-usecols Filtering columns (usecols)             : user_guide/io.html#filtering-columns-usecols
	/user_guide/io.rst#fixed-format          Fixed format                            : user_guide/io.html#fixed-format
	/user_guide/io.rst#general-parsing-configuration General parsing configuration           : user_guide/io.html#general-parsing-configuration
	/user_guide/io.rst#google-bigquery       Google BigQuery                         : user_guide/io.html#google-bigquery
	/user_guide/io.rst#handling-bad-lines    Handling "bad" lines                    : user_guide/io.html#handling-bad-lines
	/user_guide/io.rst#handling-column-names Handling column names                   : user_guide/io.html#handling-column-names
	/user_guide/io.rst#handling-indexes      Handling indexes                        : user_guide/io.html#handling-indexes
	/user_guide/io.rst#hdf5-pytables         HDF5 (PyTables)                         : user_guide/io.html#hdf5-pytables
	/user_guide/io.rst#hierarchical-keys     Hierarchical keys                       : user_guide/io.html#hierarchical-keys
	/user_guide/io.rst#html                  HTML                                    : user_guide/io.html#html
	/user_guide/io.rst#html-table-parsing-gotchas HTML Table Parsing Gotchas              : user_guide/io.html#html-table-parsing-gotchas
	/user_guide/io.rst#id1                   Date handling                           : user_guide/io.html#id1
	/user_guide/io.rst#id3                   Querying                                : user_guide/io.html#id3
	/user_guide/io.rst#id4                   Categorical data                        : user_guide/io.html#id4
	/user_guide/io.rst#ignoring-line-comments-and-empty-lines Ignoring line comments and empty lines  : user_guide/io.html#ignoring-line-comments-and-empty-lines
	/user_guide/io.rst#index-columns-and-trailing-delimiters Index columns and trailing delimiters   : user_guide/io.html#index-columns-and-trailing-delimiters
	/user_guide/io.rst#indexes               Indexes                                 : user_guide/io.html#indexes
	/user_guide/io.rst#indexing              Indexing                                : user_guide/io.html#indexing
	/user_guide/io.rst#inferring-datetime-format Inferring datetime format               : user_guide/io.html#inferring-datetime-format
	/user_guide/io.rst#infinity              Infinity                                : user_guide/io.html#infinity
	/user_guide/io.rst#insertion-method      Insertion method                        : user_guide/io.html#insertion-method
	/user_guide/io.rst#international-date-formats International date formats              : user_guide/io.html#international-date-formats
	/user_guide/io.rst#io-tools-text-csv-hdf5 IO tools (text, CSV, HDF5, ...)         : user_guide/io.html#io-tools-text-csv-hdf5
	/user_guide/io.rst#iterating-through-files-chunk-by-chunk Iterating through files chunk by chunk  : user_guide/io.html#iterating-through-files-chunk-by-chunk
	/user_guide/io.rst#iteration             Iteration                               : user_guide/io.html#iteration
	/user_guide/io.rst#iterator              Iterator                                : user_guide/io.html#iterator
	/user_guide/io.rst#json                  JSON                                    : user_guide/io.html#json
	/user_guide/io.rst#line-delimited-json   Line delimited json                     : user_guide/io.html#line-delimited-json
	/user_guide/io.rst#msgpack               msgpack                                 : user_guide/io.html#msgpack
	/user_guide/io.rst#multiple-table-queries Multiple table queries                  : user_guide/io.html#multiple-table-queries
	/user_guide/io.rst#na-and-missing-data-handling NA and missing data handling            : user_guide/io.html#na-and-missing-data-handling
	/user_guide/io.rst#na-values             NA values                               : user_guide/io.html#na-values
	/user_guide/io.rst#naming-and-using-columns Naming and using columns                : user_guide/io.html#naming-and-using-columns
	/user_guide/io.rst#netcdf                netCDF                                  : user_guide/io.html#netcdf
	/user_guide/io.rst#normalization         Normalization                           : user_guide/io.html#normalization
	/user_guide/io.rst#notes-caveats         Notes & caveats                         : user_guide/io.html#notes-caveats
	/user_guide/io.rst#opendocument-spreadsheets OpenDocument Spreadsheets               : user_guide/io.html#opendocument-spreadsheets
	/user_guide/io.rst#orc                   ORC                                     : user_guide/io.html#orc
	/user_guide/io.rst#orient-options        Orient options                          : user_guide/io.html#orient-options
	/user_guide/io.rst#other-file-formats    Other file formats                      : user_guide/io.html#other-file-formats
	/user_guide/io.rst#parquet               Parquet                                 : user_guide/io.html#parquet
	/user_guide/io.rst#parsing-a-csv-with-mixed-timezones Parsing a CSV with mixed timezones      : user_guide/io.html#parsing-a-csv-with-mixed-timezones
	/user_guide/io.rst#parsing-dates         Parsing dates                           : user_guide/io.html#parsing-dates
	/user_guide/io.rst#parsing-options       Parsing options                         : user_guide/io.html#parsing-options
	/user_guide/io.rst#parsing-specific-columns Parsing specific columns                : user_guide/io.html#parsing-specific-columns
	/user_guide/io.rst#partitioning-parquet-files Partitioning Parquet files              : user_guide/io.html#partitioning-parquet-files
	/user_guide/io.rst#performance           Performance                             : user_guide/io.html#performance
	/user_guide/io.rst#performance-considerations Performance considerations              : user_guide/io.html#performance-considerations
	/user_guide/io.rst#pickling              Pickling                                : user_guide/io.html#pickling
	/user_guide/io.rst#ptrepack              ptrepack                                : user_guide/io.html#ptrepack
	/user_guide/io.rst#query-multiindex      Query MultiIndex                        : user_guide/io.html#query-multiindex
	/user_guide/io.rst#query-timedelta64-ns  Query timedelta64[ns]                   : user_guide/io.html#query-timedelta64-ns
	/user_guide/io.rst#query-via-data-columns Query via data columns                  : user_guide/io.html#query-via-data-columns
	/user_guide/io.rst#querying              Querying                                : user_guide/io.html#querying
	/user_guide/io.rst#querying-a-table      Querying a table                        : user_guide/io.html#querying-a-table
	/user_guide/io.rst#quoting-and-escape-characters Quoting and Escape Characters           : user_guide/io.html#quoting-and-escape-characters
	/user_guide/io.rst#quoting-compression-and-file-format Quoting, compression, and file format   : user_guide/io.html#quoting-compression-and-file-format
	/user_guide/io.rst#read-write-api        Read/write API                          : user_guide/io.html#read-write-api
	/user_guide/io.rst#reading-a-multiindex  Reading a MultiIndex                    : user_guide/io.html#reading-a-multiindex
	/user_guide/io.rst#reading-an-index-with-a-multiindex Reading an index with a MultiIndex      : user_guide/io.html#reading-an-index-with-a-multiindex
	/user_guide/io.rst#reading-columns-with-a-multiindex Reading columns with a MultiIndex       : user_guide/io.html#reading-columns-with-a-multiindex
	/user_guide/io.rst#reading-excel-files   Reading Excel files                     : user_guide/io.html#reading-excel-files
	/user_guide/io.rst#reading-from-stata-format Reading from Stata format               : user_guide/io.html#reading-from-stata-format
	/user_guide/io.rst#reading-html-content  Reading HTML content                    : user_guide/io.html#reading-html-content
	/user_guide/io.rst#reading-json          Reading JSON                            : user_guide/io.html#reading-json
	/user_guide/io.rst#reading-multiple-files-to-create-a-single-dataframe Reading multiple files to create a single DataFrame: user_guide/io.html#reading-multiple-files-to-create-a-single-dataframe
	/user_guide/io.rst#reading-tables        Reading tables                          : user_guide/io.html#reading-tables
	/user_guide/io.rst#reading-writing-remote-files Reading/writing remote files            : user_guide/io.html#reading-writing-remote-files
	/user_guide/io.rst#returning-series      Returning Series                        : user_guide/io.html#returning-series
	/user_guide/io.rst#sas-formats           SAS formats                             : user_guide/io.html#sas-formats
	/user_guide/io.rst#schema-support        Schema support                          : user_guide/io.html#schema-support
	/user_guide/io.rst#select-a-single-column Select a single column                  : user_guide/io.html#select-a-single-column
	/user_guide/io.rst#selecting-coordinates Selecting coordinates                   : user_guide/io.html#selecting-coordinates
	/user_guide/io.rst#selecting-using-a-where-mask Selecting using a where mask            : user_guide/io.html#selecting-using-a-where-mask
	/user_guide/io.rst#specifying-categorical-dtype Specifying categorical dtype            : user_guide/io.html#specifying-categorical-dtype
	/user_guide/io.rst#specifying-column-data-types Specifying column data types            : user_guide/io.html#specifying-column-data-types
	/user_guide/io.rst#specifying-date-columns Specifying date columns                 : user_guide/io.html#specifying-date-columns
	/user_guide/io.rst#specifying-method-for-floating-point-conversion Specifying method for floating-point conversion: user_guide/io.html#specifying-method-for-floating-point-conversion
	/user_guide/io.rst#specifying-sheets     Specifying sheets                       : user_guide/io.html#specifying-sheets
	/user_guide/io.rst#specifying-the-parser-engine Specifying the parser engine            : user_guide/io.html#specifying-the-parser-engine
	/user_guide/io.rst#spss-formats          SPSS formats                            : user_guide/io.html#spss-formats
	/user_guide/io.rst#sql-data-types        SQL data types                          : user_guide/io.html#sql-data-types
	/user_guide/io.rst#sql-queries           SQL queries                             : user_guide/io.html#sql-queries
	/user_guide/io.rst#sqlite-fallback       Sqlite fallback                         : user_guide/io.html#sqlite-fallback
	/user_guide/io.rst#stata-format          Stata format                            : user_guide/io.html#stata-format
	/user_guide/io.rst#storer-object         Storer object                           : user_guide/io.html#storer-object
	/user_guide/io.rst#storing-mixed-types-in-a-table Storing mixed types in a table          : user_guide/io.html#storing-mixed-types-in-a-table
	/user_guide/io.rst#storing-multiindex-dataframes Storing MultiIndex DataFrames           : user_guide/io.html#storing-multiindex-dataframes
	/user_guide/io.rst#storing-types         Storing types                           : user_guide/io.html#storing-types
	/user_guide/io.rst#string-columns        String columns                          : user_guide/io.html#string-columns
	/user_guide/io.rst#style-and-formatting  Style and formatting                    : user_guide/io.html#style-and-formatting
	/user_guide/io.rst#table-format          Table format                            : user_guide/io.html#table-format
	/user_guide/io.rst#table-schema          Table schema                            : user_guide/io.html#table-schema
	/user_guide/io.rst#the-numpy-parameter   The Numpy parameter                     : user_guide/io.html#the-numpy-parameter
	/user_guide/io.rst#thousand-separators   Thousand separators                     : user_guide/io.html#thousand-separators
	/user_guide/io.rst#writing-a-formatted-string Writing a formatted string              : user_guide/io.html#writing-a-formatted-string
	/user_guide/io.rst#writing-csvs-to-binary-file-objects Writing CSVs to binary file objects     : user_guide/io.html#writing-csvs-to-binary-file-objects
	/user_guide/io.rst#writing-dataframes    Writing DataFrames                      : user_guide/io.html#writing-dataframes
	/user_guide/io.rst#writing-excel-files   Writing Excel files                     : user_guide/io.html#writing-excel-files
	/user_guide/io.rst#writing-excel-files-to-disk Writing Excel files to disk             : user_guide/io.html#writing-excel-files-to-disk
	/user_guide/io.rst#writing-excel-files-to-memory Writing Excel files to memory           : user_guide/io.html#writing-excel-files-to-memory
	/user_guide/io.rst#writing-json          Writing JSON                            : user_guide/io.html#writing-json
	/user_guide/io.rst#writing-out-data      Writing out data                        : user_guide/io.html#writing-out-data
	/user_guide/io.rst#writing-to-csv-format Writing to CSV format                   : user_guide/io.html#writing-to-csv-format
	/user_guide/io.rst#writing-to-html-files Writing to HTML files                   : user_guide/io.html#writing-to-html-files
	/user_guide/io.rst#writing-to-stata-format Writing to stata format                 : user_guide/io.html#writing-to-stata-format
	/user_guide/merging.rst                  Merge, join, concatenate and compare    : user_guide/merging.html
	/user_guide/merging.rst#appending-rows-to-a-dataframe Appending rows to a DataFrame           : user_guide/merging.html#appending-rows-to-a-dataframe
	/user_guide/merging.rst#brief-primer-on-merge-methods-relational-algebra Brief primer on merge methods (relational algebra): user_guide/merging.html#brief-primer-on-merge-methods-relational-algebra
	/user_guide/merging.rst#checking-for-duplicate-keys Checking for duplicate keys             : user_guide/merging.html#checking-for-duplicate-keys
	/user_guide/merging.rst#comparing-objects Comparing objects                       : user_guide/merging.html#comparing-objects
	/user_guide/merging.rst#concatenating-objects Concatenating objects                   : user_guide/merging.html#concatenating-objects
	/user_guide/merging.rst#concatenating-using-append Concatenating using append              : user_guide/merging.html#concatenating-using-append
	/user_guide/merging.rst#concatenating-with-mixed-ndims Concatenating with mixed ndims          : user_guide/merging.html#concatenating-with-mixed-ndims
	/user_guide/merging.rst#database-style-dataframe-or-named-series-joining-merging Database-style DataFrame or named Series joining/merging: user_guide/merging.html#database-style-dataframe-or-named-series-joining-merging
	/user_guide/merging.rst#ignoring-indexes-on-the-concatenation-axis Ignoring indexes on the concatenation axis: user_guide/merging.html#ignoring-indexes-on-the-concatenation-axis
	/user_guide/merging.rst#joining-a-single-index-to-a-multiindex Joining a single Index to a MultiIndex  : user_guide/merging.html#joining-a-single-index-to-a-multiindex
	/user_guide/merging.rst#joining-key-columns-on-an-index Joining key columns on an index         : user_guide/merging.html#joining-key-columns-on-an-index
	/user_guide/merging.rst#joining-multiple-dataframes Joining multiple DataFrames             : user_guide/merging.html#joining-multiple-dataframes
	/user_guide/merging.rst#joining-on-index Joining on index                        : user_guide/merging.html#joining-on-index
	/user_guide/merging.rst#joining-with-two-multiindexes Joining with two MultiIndexes           : user_guide/merging.html#joining-with-two-multiindexes
	/user_guide/merging.rst#merge-dtypes     Merge dtypes                            : user_guide/merging.html#merge-dtypes
	/user_guide/merging.rst#merge-join-concatenate-and-compare Merge, join, concatenate and compare    : user_guide/merging.html#merge-join-concatenate-and-compare
	/user_guide/merging.rst#merging-asof     Merging asof                            : user_guide/merging.html#merging-asof
	/user_guide/merging.rst#merging-on-a-combination-of-columns-and-index-levels Merging on a combination of columns and index levels: user_guide/merging.html#merging-on-a-combination-of-columns-and-index-levels
	/user_guide/merging.rst#merging-ordered-data Merging ordered data                    : user_guide/merging.html#merging-ordered-data
	/user_guide/merging.rst#merging-together-values-within-series-or-dataframe-columns Merging together values within Series or DataFrame columns: user_guide/merging.html#merging-together-values-within-series-or-dataframe-columns
	/user_guide/merging.rst#more-concatenating-with-group-keys More concatenating with group keys      : user_guide/merging.html#more-concatenating-with-group-keys
	/user_guide/merging.rst#overlapping-value-columns Overlapping value columns               : user_guide/merging.html#overlapping-value-columns
	/user_guide/merging.rst#set-logic-on-the-other-axes Set logic on the other axes             : user_guide/merging.html#set-logic-on-the-other-axes
	/user_guide/merging.rst#the-merge-indicator The merge indicator                     : user_guide/merging.html#the-merge-indicator
	/user_guide/merging.rst#timeseries-friendly-merging Timeseries friendly merging             : user_guide/merging.html#timeseries-friendly-merging
	/user_guide/missing_data.rst             Working with missing data               : user_guide/missing_data.html
	/user_guide/missing_data.rst#calculations-with-missing-data Calculations with missing data          : user_guide/missing_data.html#calculations-with-missing-data
	/user_guide/missing_data.rst#cleaning-filling-missing-data Cleaning / filling missing data         : user_guide/missing_data.html#cleaning-filling-missing-data
	/user_guide/missing_data.rst#conversion  Conversion                              : user_guide/missing_data.html#conversion
	/user_guide/missing_data.rst#datetimes   Datetimes                               : user_guide/missing_data.html#datetimes
	/user_guide/missing_data.rst#dropping-axis-labels-with-missing-data-dropna Dropping axis labels with missing data: dropna: user_guide/missing_data.html#dropping-axis-labels-with-missing-data-dropna
	/user_guide/missing_data.rst#experimental-na-scalar-to-denote-missing-values Experimental NA scalar to denote missing values: user_guide/missing_data.html#experimental-na-scalar-to-denote-missing-values
	/user_guide/missing_data.rst#filling-missing-values-fillna Filling missing values: fillna          : user_guide/missing_data.html#filling-missing-values-fillna
	/user_guide/missing_data.rst#filling-with-a-pandasobject Filling with a PandasObject             : user_guide/missing_data.html#filling-with-a-pandasobject
	/user_guide/missing_data.rst#inserting-missing-data Inserting missing data                  : user_guide/missing_data.html#inserting-missing-data
	/user_guide/missing_data.rst#integer-dtypes-and-missing-data Integer dtypes and missing data         : user_guide/missing_data.html#integer-dtypes-and-missing-data
	/user_guide/missing_data.rst#interpolation Interpolation                           : user_guide/missing_data.html#interpolation
	/user_guide/missing_data.rst#interpolation-limits Interpolation limits                    : user_guide/missing_data.html#interpolation-limits
	/user_guide/missing_data.rst#logical-operations Logical operations                      : user_guide/missing_data.html#logical-operations
	/user_guide/missing_data.rst#missing-data-casting-rules-and-indexing Missing data casting rules and indexing : user_guide/missing_data.html#missing-data-casting-rules-and-indexing
	/user_guide/missing_data.rst#na-in-a-boolean-context NA in a boolean context                 : user_guide/missing_data.html#na-in-a-boolean-context
	/user_guide/missing_data.rst#na-values-in-groupby NA values in GroupBy                    : user_guide/missing_data.html#na-values-in-groupby
	/user_guide/missing_data.rst#numeric-replacement Numeric replacement                     : user_guide/missing_data.html#numeric-replacement
	/user_guide/missing_data.rst#numpy-ufuncs NumPy ufuncs                            : user_guide/missing_data.html#numpy-ufuncs
	/user_guide/missing_data.rst#propagation-in-arithmetic-and-comparison-operations Propagation in arithmetic and comparison operations: user_guide/missing_data.html#propagation-in-arithmetic-and-comparison-operations
	/user_guide/missing_data.rst#replacing-generic-values Replacing generic values                : user_guide/missing_data.html#replacing-generic-values
	/user_guide/missing_data.rst#string-regular-expression-replacement String/regular expression replacement   : user_guide/missing_data.html#string-regular-expression-replacement
	/user_guide/missing_data.rst#sum-prod-of-empties-nans Sum/prod of empties/nans                : user_guide/missing_data.html#sum-prod-of-empties-nans
	/user_guide/missing_data.rst#values-considered-missing Values considered "missing"             : user_guide/missing_data.html#values-considered-missing
	/user_guide/missing_data.rst#working-with-missing-data Working with missing data               : user_guide/missing_data.html#working-with-missing-data
	/user_guide/options.rst                  Options and settings                    : user_guide/options.html
	/user_guide/options.rst#available-options Available options                       : user_guide/options.html#available-options
	/user_guide/options.rst#frequently-used-options Frequently used options                 : user_guide/options.html#frequently-used-options
	/user_guide/options.rst#getting-and-setting-options Getting and setting options             : user_guide/options.html#getting-and-setting-options
	/user_guide/options.rst#number-formatting Number formatting                       : user_guide/options.html#number-formatting
	/user_guide/options.rst#options-and-settings Options and settings                    : user_guide/options.html#options-and-settings
	/user_guide/options.rst#overview         Overview                                : user_guide/options.html#overview
	/user_guide/options.rst#setting-startup-options-in-python-ipython-environment Setting startup options in Python/IPython environment: user_guide/options.html#setting-startup-options-in-python-ipython-environment
	/user_guide/options.rst#table-schema-display Table schema display                    : user_guide/options.html#table-schema-display
	/user_guide/options.rst#unicode-formatting Unicode formatting                      : user_guide/options.html#unicode-formatting
	/user_guide/reshaping.rst                Reshaping and pivot tables              : user_guide/reshaping.html
	/user_guide/reshaping.rst#adding-margins Adding margins                          : user_guide/reshaping.html#adding-margins
	/user_guide/reshaping.rst#combining-with-stats-and-groupby Combining with stats and GroupBy        : user_guide/reshaping.html#combining-with-stats-and-groupby
	/user_guide/reshaping.rst#computing-indicator-dummy-variables Computing indicator / dummy variables   : user_guide/reshaping.html#computing-indicator-dummy-variables
	/user_guide/reshaping.rst#cross-tabulations Cross tabulations                       : user_guide/reshaping.html#cross-tabulations
	/user_guide/reshaping.rst#examples       Examples                                : user_guide/reshaping.html#examples
	/user_guide/reshaping.rst#exploding-a-list-like-column Exploding a list-like column            : user_guide/reshaping.html#exploding-a-list-like-column
	/user_guide/reshaping.rst#factorizing-values Factorizing values                      : user_guide/reshaping.html#factorizing-values
	/user_guide/reshaping.rst#id1            Adding margins                          : user_guide/reshaping.html#id1
	/user_guide/reshaping.rst#missing-data   Missing data                            : user_guide/reshaping.html#missing-data
	/user_guide/reshaping.rst#multiple-levels Multiple levels                         : user_guide/reshaping.html#multiple-levels
	/user_guide/reshaping.rst#normalization  Normalization                           : user_guide/reshaping.html#normalization
	/user_guide/reshaping.rst#pivot-tables   Pivot tables                            : user_guide/reshaping.html#pivot-tables
	/user_guide/reshaping.rst#pivoting-with-multiple-aggregations Pivoting with multiple aggregations     : user_guide/reshaping.html#pivoting-with-multiple-aggregations
	/user_guide/reshaping.rst#pivoting-with-single-aggregations Pivoting with single aggregations       : user_guide/reshaping.html#pivoting-with-single-aggregations
	/user_guide/reshaping.rst#reshaping-and-pivot-tables Reshaping and pivot tables              : user_guide/reshaping.html#reshaping-and-pivot-tables
	/user_guide/reshaping.rst#reshaping-by-melt Reshaping by melt                       : user_guide/reshaping.html#reshaping-by-melt
	/user_guide/reshaping.rst#reshaping-by-pivoting-dataframe-objects Reshaping by pivoting DataFrame objects : user_guide/reshaping.html#reshaping-by-pivoting-dataframe-objects
	/user_guide/reshaping.rst#reshaping-by-stacking-and-unstacking Reshaping by stacking and unstacking    : user_guide/reshaping.html#reshaping-by-stacking-and-unstacking
	/user_guide/reshaping.rst#tiling         Tiling                                  : user_guide/reshaping.html#tiling
	/user_guide/reshaping.rst#with-a-multiindex With a MultiIndex                       : user_guide/reshaping.html#with-a-multiindex
	/user_guide/scale.rst                    Scaling to large datasets               : user_guide/scale.html
	/user_guide/scale.rst#load-less-data     Load less data                          : user_guide/scale.html#load-less-data
	/user_guide/scale.rst#scaling-to-large-datasets Scaling to large datasets               : user_guide/scale.html#scaling-to-large-datasets
	/user_guide/scale.rst#use-chunking       Use chunking                            : user_guide/scale.html#use-chunking
	/user_guide/scale.rst#use-efficient-datatypes Use efficient datatypes                 : user_guide/scale.html#use-efficient-datatypes
	/user_guide/scale.rst#use-other-libraries Use other libraries                     : user_guide/scale.html#use-other-libraries
	/user_guide/sparse.rst                   Sparse data structures                  : user_guide/sparse.html
	/user_guide/sparse.rst#id1               Sparse accessor                         : user_guide/sparse.html#id1
	/user_guide/sparse.rst#id2               Sparse calculation                      : user_guide/sparse.html#id2
	/user_guide/sparse.rst#interaction-with-scipy-sparse Interaction with scipy.sparse           : user_guide/sparse.html#interaction-with-scipy-sparse
	/user_guide/sparse.rst#migrating         Migrating                               : user_guide/sparse.html#migrating
	/user_guide/sparse.rst#sparse-data-structures Sparse data structures                  : user_guide/sparse.html#sparse-data-structures
	/user_guide/sparse.rst#sparsearray       SparseArray                             : user_guide/sparse.html#sparsearray
	/user_guide/sparse.rst#sparsedtype       SparseDtype                             : user_guide/sparse.html#sparsedtype
	/user_guide/style.ipynb                  Styling                                 : user_guide/style.html
	/user_guide/style.ipynb#bar-charts       Bar charts                              : user_guide/style.html#Bar-charts
	/user_guide/style.ipynb#building-styles  Building styles                         : user_guide/style.html#Building-styles
	/user_guide/style.ipynb#building-styles-summary Building Styles Summary                 : user_guide/style.html#Building-Styles-Summary
	/user_guide/style.ipynb#builtin-styles   Builtin styles                          : user_guide/style.html#Builtin-styles
	/user_guide/style.ipynb#captions         Captions                                : user_guide/style.html#Captions
	/user_guide/style.ipynb#css-classes      CSS classes                             : user_guide/style.html#CSS-classes
	/user_guide/style.ipynb#export-to-excel  Export to Excel                         : user_guide/style.html#Export-to-Excel
	/user_guide/style.ipynb#extensibility    Extensibility                           : user_guide/style.html#Extensibility
	/user_guide/style.ipynb#finer-control:-display-values Finer Control: Display Values           : user_guide/style.html#Finer-Control:-Display-Values
	/user_guide/style.ipynb#finer-control:-slicing Finer control: slicing                  : user_guide/style.html#Finer-control:-slicing
	/user_guide/style.ipynb#fun-stuff        Fun stuff                               : user_guide/style.html#Fun-stuff
	/user_guide/style.ipynb#hiding-the-index-or-columns Hiding the Index or Columns             : user_guide/style.html#Hiding-the-Index-or-Columns
	/user_guide/style.ipynb#limitations      Limitations                             : user_guide/style.html#Limitations
	/user_guide/style.ipynb#linking-external-css Linking External CSS                    : user_guide/style.html#Linking-External-CSS
	/user_guide/style.ipynb#missing-values   Missing values                          : user_guide/style.html#Missing-values
	/user_guide/style.ipynb#other-options    Other Options                           : user_guide/style.html#Other-Options
	/user_guide/style.ipynb#precision        Precision                               : user_guide/style.html#Precision
	/user_guide/style.ipynb#sharing-styles   Sharing styles                          : user_guide/style.html#Sharing-styles
	/user_guide/style.ipynb#styler-functions Styler Functions                        : user_guide/style.html#Styler-Functions
	/user_guide/style.ipynb#styler-object    Styler Object                           : user_guide/style.html#Styler-Object
	/user_guide/style.ipynb#styling          Styling                                 : user_guide/style.html#Styling
	/user_guide/style.ipynb#subclassing      Subclassing                             : user_guide/style.html#Subclassing
	/user_guide/style.ipynb#terms            Terms                                   : user_guide/style.html#Terms
	/user_guide/style.ipynb#tooltips         Tooltips                                : user_guide/style.html#Tooltips
	/user_guide/style.ipynb#using-table-styles Using Table Styles                      : user_guide/style.html#Using-Table-Styles
	/user_guide/text.rst                     Working with text data                  : user_guide/text.html
	/user_guide/text.rst#behavior-differences Behavior differences                    : user_guide/text.html#behavior-differences
	/user_guide/text.rst#concatenating-a-series-and-an-indexed-object-into-a-series-with-alignment Concatenating a Series and an indexed object into a Series, with alignment: user_guide/text.html#concatenating-a-series-and-an-indexed-object-into-a-series-with-alignment
	/user_guide/text.rst#concatenating-a-series-and-many-objects-into-a-series Concatenating a Series and many objects into a Series: user_guide/text.html#concatenating-a-series-and-many-objects-into-a-series
	/user_guide/text.rst#concatenating-a-series-and-something-array-like-into-a-series Concatenating a Series and something array-like into a Series: user_guide/text.html#concatenating-a-series-and-something-array-like-into-a-series
	/user_guide/text.rst#concatenating-a-series-and-something-list-like-into-a-series Concatenating a Series and something list-like into a Series: user_guide/text.html#concatenating-a-series-and-something-list-like-into-a-series
	/user_guide/text.rst#concatenating-a-single-series-into-a-string Concatenating a single Series into a string: user_guide/text.html#concatenating-a-single-series-into-a-string
	/user_guide/text.rst#concatenation       Concatenation                           : user_guide/text.html#concatenation
	/user_guide/text.rst#creating-indicator-variables Creating indicator variables            : user_guide/text.html#creating-indicator-variables
	/user_guide/text.rst#extract-all-matches-in-each-subject-extractall Extract all matches in each subject (extractall): user_guide/text.html#extract-all-matches-in-each-subject-extractall
	/user_guide/text.rst#extract-first-match-in-each-subject-extract Extract first match in each subject (extract): user_guide/text.html#extract-first-match-in-each-subject-extract
	/user_guide/text.rst#extracting-substrings Extracting substrings                   : user_guide/text.html#extracting-substrings
	/user_guide/text.rst#indexing-with-str   Indexing with .str                      : user_guide/text.html#indexing-with-str
	/user_guide/text.rst#method-summary      Method summary                          : user_guide/text.html#method-summary
	/user_guide/text.rst#splitting-and-replacing-strings Splitting and replacing strings         : user_guide/text.html#splitting-and-replacing-strings
	/user_guide/text.rst#string-methods      String methods                          : user_guide/text.html#string-methods
	/user_guide/text.rst#testing-for-strings-that-match-or-contain-a-pattern Testing for strings that match or contain a pattern: user_guide/text.html#testing-for-strings-that-match-or-contain-a-pattern
	/user_guide/text.rst#text-data-types     Text data types                         : user_guide/text.html#text-data-types
	/user_guide/text.rst#working-with-text-data Working with text data                  : user_guide/text.html#working-with-text-data
	/user_guide/timedeltas.rst               Time deltas                             : user_guide/timedeltas.html
	/user_guide/timedeltas.rst#attributes    Attributes                              : user_guide/timedeltas.html#attributes
	/user_guide/timedeltas.rst#conversions   Conversions                             : user_guide/timedeltas.html#conversions
	/user_guide/timedeltas.rst#frequency-conversion Frequency conversion                    : user_guide/timedeltas.html#frequency-conversion
	/user_guide/timedeltas.rst#generating-ranges-of-time-deltas Generating ranges of time deltas        : user_guide/timedeltas.html#generating-ranges-of-time-deltas
	/user_guide/timedeltas.rst#id1           Operations                              : user_guide/timedeltas.html#id1
	/user_guide/timedeltas.rst#operations    Operations                              : user_guide/timedeltas.html#operations
	/user_guide/timedeltas.rst#parsing       Parsing                                 : user_guide/timedeltas.html#parsing
	/user_guide/timedeltas.rst#reductions    Reductions                              : user_guide/timedeltas.html#reductions
	/user_guide/timedeltas.rst#resampling    Resampling                              : user_guide/timedeltas.html#resampling
	/user_guide/timedeltas.rst#time-deltas   Time deltas                             : user_guide/timedeltas.html#time-deltas
	/user_guide/timedeltas.rst#timedelta-limitations Timedelta limitations                   : user_guide/timedeltas.html#timedelta-limitations
	/user_guide/timedeltas.rst#timedeltaindex TimedeltaIndex                          : user_guide/timedeltas.html#timedeltaindex
	/user_guide/timedeltas.rst#to-timedelta  to_timedelta                            : user_guide/timedeltas.html#to-timedelta
	/user_guide/timedeltas.rst#using-the-timedeltaindex Using the TimedeltaIndex                : user_guide/timedeltas.html#using-the-timedeltaindex
	/user_guide/timeseries.rst               Time series / date functionality        : user_guide/timeseries.html
	/user_guide/timeseries.rst#aggregation   Aggregation                             : user_guide/timeseries.html#aggregation
	/user_guide/timeseries.rst#ambiguous-times-when-localizing Ambiguous times when localizing         : user_guide/timeseries.html#ambiguous-times-when-localizing
	/user_guide/timeseries.rst#anchored-offset-semantics Anchored offset semantics               : user_guide/timeseries.html#anchored-offset-semantics
	/user_guide/timeseries.rst#anchored-offsets Anchored offsets                        : user_guide/timeseries.html#anchored-offsets
	/user_guide/timeseries.rst#assembling-datetime-from-multiple-dataframe-columns Assembling datetime from multiple DataFrame columns: user_guide/timeseries.html#assembling-datetime-from-multiple-dataframe-columns
	/user_guide/timeseries.rst#backward-resample Backward resample                       : user_guide/timeseries.html#backward-resample
	/user_guide/timeseries.rst#basics        Basics                                  : user_guide/timeseries.html#basics
	/user_guide/timeseries.rst#business-hour Business hour                           : user_guide/timeseries.html#business-hour
	/user_guide/timeseries.rst#combining-aliases Combining aliases                       : user_guide/timeseries.html#combining-aliases
	/user_guide/timeseries.rst#converting-between-representations Converting between representations      : user_guide/timeseries.html#converting-between-representations
	/user_guide/timeseries.rst#converting-to-python-datetimes Converting to Python datetimes          : user_guide/timeseries.html#converting-to-python-datetimes
	/user_guide/timeseries.rst#converting-to-timestamps Converting to timestamps                : user_guide/timeseries.html#converting-to-timestamps
	/user_guide/timeseries.rst#custom-business-days Custom business days                    : user_guide/timeseries.html#custom-business-days
	/user_guide/timeseries.rst#custom-business-hour Custom business hour                    : user_guide/timeseries.html#custom-business-hour
	/user_guide/timeseries.rst#custom-frequency-ranges Custom frequency ranges                 : user_guide/timeseries.html#custom-frequency-ranges
	/user_guide/timeseries.rst#dateoffset-objects DateOffset objects                      : user_guide/timeseries.html#dateoffset-objects
	/user_guide/timeseries.rst#epoch-timestamps Epoch timestamps                        : user_guide/timeseries.html#epoch-timestamps
	/user_guide/timeseries.rst#exact-indexing Exact indexing                          : user_guide/timeseries.html#exact-indexing
	/user_guide/timeseries.rst#filling-forward-backward Filling forward / backward              : user_guide/timeseries.html#filling-forward-backward
	/user_guide/timeseries.rst#fold          Fold                                    : user_guide/timeseries.html#fold
	/user_guide/timeseries.rst#frequency-conversion Frequency conversion                    : user_guide/timeseries.html#frequency-conversion
	/user_guide/timeseries.rst#frequency-conversion-and-resampling-with-periodindex Frequency conversion and resampling with PeriodIndex: user_guide/timeseries.html#frequency-conversion-and-resampling-with-periodindex
	/user_guide/timeseries.rst#from-timestamps-to-epoch From timestamps to epoch                : user_guide/timeseries.html#from-timestamps-to-epoch
	/user_guide/timeseries.rst#generating-ranges-of-timestamps Generating ranges of timestamps         : user_guide/timeseries.html#generating-ranges-of-timestamps
	/user_guide/timeseries.rst#holidays-holiday-calendars Holidays / holiday calendars            : user_guide/timeseries.html#holidays-holiday-calendars
	/user_guide/timeseries.rst#indexing      Indexing                                : user_guide/timeseries.html#indexing
	/user_guide/timeseries.rst#invalid-data  Invalid data                            : user_guide/timeseries.html#invalid-data
	/user_guide/timeseries.rst#iterating-through-groups Iterating through groups                : user_guide/timeseries.html#iterating-through-groups
	/user_guide/timeseries.rst#nonexistent-times-when-localizing Nonexistent times when localizing       : user_guide/timeseries.html#nonexistent-times-when-localizing
	/user_guide/timeseries.rst#offset-aliases Offset aliases                          : user_guide/timeseries.html#offset-aliases
	/user_guide/timeseries.rst#overview      Overview                                : user_guide/timeseries.html#overview
	/user_guide/timeseries.rst#parametric-offsets Parametric offsets                      : user_guide/timeseries.html#parametric-offsets
	/user_guide/timeseries.rst#partial-string-indexing Partial string indexing                 : user_guide/timeseries.html#partial-string-indexing
	/user_guide/timeseries.rst#period        Period                                  : user_guide/timeseries.html#period
	/user_guide/timeseries.rst#period-dtypes Period dtypes                           : user_guide/timeseries.html#period-dtypes
	/user_guide/timeseries.rst#periodindex-and-period-range PeriodIndex and period_range            : user_guide/timeseries.html#periodindex-and-period-range
	/user_guide/timeseries.rst#periodindex-partial-string-indexing PeriodIndex partial string indexing     : user_guide/timeseries.html#periodindex-partial-string-indexing
	/user_guide/timeseries.rst#providing-a-format-argument Providing a format argument             : user_guide/timeseries.html#providing-a-format-argument
	/user_guide/timeseries.rst#representing-out-of-bounds-spans Representing out-of-bounds spans        : user_guide/timeseries.html#representing-out-of-bounds-spans
	/user_guide/timeseries.rst#resampling    Resampling                              : user_guide/timeseries.html#resampling
	/user_guide/timeseries.rst#shifting-lagging Shifting / lagging                      : user_guide/timeseries.html#shifting-lagging
	/user_guide/timeseries.rst#slice-vs-exact-match Slice vs. exact match                   : user_guide/timeseries.html#slice-vs-exact-match
	/user_guide/timeseries.rst#sparse-resampling Sparse resampling                       : user_guide/timeseries.html#sparse-resampling
	/user_guide/timeseries.rst#time-date-components Time/date components                    : user_guide/timeseries.html#time-date-components
	/user_guide/timeseries.rst#time-series-date-functionality Time series / date functionality        : user_guide/timeseries.html#time-series-date-functionality
	/user_guide/timeseries.rst#time-series-related-instance-methods Time series-related instance methods    : user_guide/timeseries.html#time-series-related-instance-methods
	/user_guide/timeseries.rst#time-span-representation Time span representation                : user_guide/timeseries.html#time-span-representation
	/user_guide/timeseries.rst#time-zone-handling Time zone handling                      : user_guide/timeseries.html#time-zone-handling
	/user_guide/timeseries.rst#time-zone-series-operations Time zone series operations             : user_guide/timeseries.html#time-zone-series-operations
	/user_guide/timeseries.rst#timestamp-limitations Timestamp limitations                   : user_guide/timeseries.html#timestamp-limitations
	/user_guide/timeseries.rst#timestamps-vs-time-spans Timestamps vs. time spans               : user_guide/timeseries.html#timestamps-vs-time-spans
	/user_guide/timeseries.rst#truncating-fancy-indexing Truncating & fancy indexing             : user_guide/timeseries.html#truncating-fancy-indexing
	/user_guide/timeseries.rst#upsampling    Upsampling                              : user_guide/timeseries.html#upsampling
	/user_guide/timeseries.rst#use-origin-or-offset-to-adjust-the-start-of-the-bins Use origin or offset to adjust the start of the bins: user_guide/timeseries.html#use-origin-or-offset-to-adjust-the-start-of-the-bins
	/user_guide/timeseries.rst#using-offsets-with-series-datetimeindex Using offsets with Series / DatetimeIndex: user_guide/timeseries.html#using-offsets-with-series-datetimeindex
	/user_guide/timeseries.rst#using-the-origin-parameter Using the origin Parameter              : user_guide/timeseries.html#using-the-origin-parameter
	/user_guide/timeseries.rst#working-with-time-zones Working with time zones                 : user_guide/timeseries.html#working-with-time-zones
	/user_guide/visualization.rst            Visualization                           : user_guide/visualization.html
	/user_guide/visualization.rst#andrews-curves Andrews curves                          : user_guide/visualization.html#andrews-curves
	/user_guide/visualization.rst#area-plot  Area plot                               : user_guide/visualization.html#area-plot
	/user_guide/visualization.rst#autocorrelation-plot Autocorrelation plot                    : user_guide/visualization.html#autocorrelation-plot
	/user_guide/visualization.rst#automatic-date-tick-adjustment Automatic date tick adjustment          : user_guide/visualization.html#automatic-date-tick-adjustment
	/user_guide/visualization.rst#bar-plots  Bar plots                               : user_guide/visualization.html#bar-plots
	/user_guide/visualization.rst#basic-plotting-plot Basic plotting: plot                    : user_guide/visualization.html#basic-plotting-plot
	/user_guide/visualization.rst#bootstrap-plot Bootstrap plot                          : user_guide/visualization.html#bootstrap-plot
	/user_guide/visualization.rst#box-plots  Box plots                               : user_guide/visualization.html#box-plots
	/user_guide/visualization.rst#colormaps  Colormaps                               : user_guide/visualization.html#colormaps
	/user_guide/visualization.rst#controlling-the-labels Controlling the labels                  : user_guide/visualization.html#controlling-the-labels
	/user_guide/visualization.rst#controlling-the-legend Controlling the legend                  : user_guide/visualization.html#controlling-the-legend
	/user_guide/visualization.rst#custom-formatters-for-timeseries-plots Custom formatters for timeseries plots  : user_guide/visualization.html#custom-formatters-for-timeseries-plots
	/user_guide/visualization.rst#density-plot Density plot                            : user_guide/visualization.html#density-plot
	/user_guide/visualization.rst#general-plot-style-arguments General plot style arguments            : user_guide/visualization.html#general-plot-style-arguments
	/user_guide/visualization.rst#hexagonal-bin-plot Hexagonal bin plot                      : user_guide/visualization.html#hexagonal-bin-plot
	/user_guide/visualization.rst#histograms Histograms                              : user_guide/visualization.html#histograms
	/user_guide/visualization.rst#id1        Visualization                           : user_guide/visualization.html#id1
	/user_guide/visualization.rst#lag-plot   Lag plot                                : user_guide/visualization.html#lag-plot
	/user_guide/visualization.rst#other-plots Other plots                             : user_guide/visualization.html#other-plots
	/user_guide/visualization.rst#parallel-coordinates Parallel coordinates                    : user_guide/visualization.html#parallel-coordinates
	/user_guide/visualization.rst#pie-plot   Pie plot                                : user_guide/visualization.html#pie-plot
	/user_guide/visualization.rst#plot-formatting Plot formatting                         : user_guide/visualization.html#plot-formatting
	/user_guide/visualization.rst#plotting-backends Plotting backends                       : user_guide/visualization.html#plotting-backends
	/user_guide/visualization.rst#plotting-directly-with-matplotlib Plotting directly with matplotlib       : user_guide/visualization.html#plotting-directly-with-matplotlib
	/user_guide/visualization.rst#plotting-on-a-secondary-y-axis Plotting on a secondary y-axis          : user_guide/visualization.html#plotting-on-a-secondary-y-axis
	/user_guide/visualization.rst#plotting-tables Plotting tables                         : user_guide/visualization.html#plotting-tables
	/user_guide/visualization.rst#plotting-tools Plotting tools                          : user_guide/visualization.html#plotting-tools
	/user_guide/visualization.rst#plotting-with-error-bars Plotting with error bars                : user_guide/visualization.html#plotting-with-error-bars
	/user_guide/visualization.rst#plotting-with-missing-data Plotting with missing data              : user_guide/visualization.html#plotting-with-missing-data
	/user_guide/visualization.rst#radviz     RadViz                                  : user_guide/visualization.html#radviz
	/user_guide/visualization.rst#scales     Scales                                  : user_guide/visualization.html#scales
	/user_guide/visualization.rst#scatter-matrix-plot Scatter matrix plot                     : user_guide/visualization.html#scatter-matrix-plot
	/user_guide/visualization.rst#scatter-plot Scatter plot                            : user_guide/visualization.html#scatter-plot
	/user_guide/visualization.rst#setting-the-plot-style Setting the plot style                  : user_guide/visualization.html#setting-the-plot-style
	/user_guide/visualization.rst#subplots   Subplots                                : user_guide/visualization.html#subplots
	/user_guide/visualization.rst#suppressing-tick-resolution-adjustment Suppressing tick resolution adjustment  : user_guide/visualization.html#suppressing-tick-resolution-adjustment
	/user_guide/visualization.rst#using-layout-and-targeting-multiple-axes Using layout and targeting multiple axes: user_guide/visualization.html#using-layout-and-targeting-multiple-axes
	/user_guide/window.rst                   Windowing Operations                    : user_guide/window.html
	/user_guide/window.rst#binary-window-functions Binary window functions                 : user_guide/window.html#binary-window-functions
	/user_guide/window.rst#centering-windows Centering windows                       : user_guide/window.html#centering-windows
	/user_guide/window.rst#computing-rolling-pairwise-covariances-and-correlations Computing rolling pairwise covariances and correlations: user_guide/window.html#computing-rolling-pairwise-covariances-and-correlations
	/user_guide/window.rst#custom-window-rolling Custom window rolling                   : user_guide/window.html#custom-window-rolling
	/user_guide/window.rst#expanding-window  Expanding window                        : user_guide/window.html#expanding-window
	/user_guide/window.rst#exponentially-weighted-window Exponentially Weighted window           : user_guide/window.html#exponentially-weighted-window
	/user_guide/window.rst#numba-engine      Numba engine                            : user_guide/window.html#numba-engine
	/user_guide/window.rst#overview          Overview                                : user_guide/window.html#overview
	/user_guide/window.rst#rolling-apply     Rolling apply                           : user_guide/window.html#rolling-apply
	/user_guide/window.rst#rolling-window    Rolling window                          : user_guide/window.html#rolling-window
	/user_guide/window.rst#rolling-window-endpoints Rolling window endpoints                : user_guide/window.html#rolling-window-endpoints
	/user_guide/window.rst#weighted-window   Weighted window                         : user_guide/window.html#weighted-window
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	/whatsnew/v0.10.0.rst                    Version 0.10.0 (December 17, 2012)      : whatsnew/v0.10.0.html
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	/whatsnew/v0.10.0.rst#contributors       Contributors                            : whatsnew/v0.10.0.html#contributors
	/whatsnew/v0.10.0.rst#file-parsing-new-features File parsing new features               : whatsnew/v0.10.0.html#file-parsing-new-features
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	/whatsnew/v0.10.1.rst                    Version 0.10.1 (January 22, 2013)       : whatsnew/v0.10.1.html
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	/whatsnew/v0.10.1.rst#hdfstore           HDFStore                                : whatsnew/v0.10.1.html#hdfstore
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	/whatsnew/v0.11.0.rst#contributors       Contributors                            : whatsnew/v0.11.0.html#contributors
	/whatsnew/v0.11.0.rst#datetimes-conversion Datetimes conversion                    : whatsnew/v0.11.0.html#datetimes-conversion
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	/whatsnew/v0.11.0.rst#selection-choices  Selection choices                       : whatsnew/v0.11.0.html#selection-choices
	/whatsnew/v0.11.0.rst#selection-deprecations Selection deprecations                  : whatsnew/v0.11.0.html#selection-deprecations
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	/whatsnew/v0.12.0.rst#api-changes        API changes                             : whatsnew/v0.12.0.html#api-changes
	/whatsnew/v0.12.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.12.0.html#bug-fixes
	/whatsnew/v0.12.0.rst#contributors       Contributors                            : whatsnew/v0.12.0.html#contributors
	/whatsnew/v0.12.0.rst#experimental-features Experimental features                   : whatsnew/v0.12.0.html#experimental-features
	/whatsnew/v0.12.0.rst#io-enhancements    IO enhancements                         : whatsnew/v0.12.0.html#io-enhancements
	/whatsnew/v0.12.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.12.0.html#other-enhancements
	/whatsnew/v0.12.0.rst#version-0-12-0-july-24-2013 Version 0.12.0 (July 24, 2013)          : whatsnew/v0.12.0.html#version-0-12-0-july-24-2013
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	/whatsnew/v0.13.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.13.0.html#bug-fixes
	/whatsnew/v0.13.0.rst#contributors       Contributors                            : whatsnew/v0.13.0.html#contributors
	/whatsnew/v0.13.0.rst#dataframe-repr-changes DataFrame repr changes                  : whatsnew/v0.13.0.html#dataframe-repr-changes
	/whatsnew/v0.13.0.rst#deprecations       Deprecations                            : whatsnew/v0.13.0.html#deprecations
	/whatsnew/v0.13.0.rst#enhancements       Enhancements                            : whatsnew/v0.13.0.html#enhancements
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	/whatsnew/v0.13.0.rst#hdfstore-api-changes HDFStore API changes                    : whatsnew/v0.13.0.html#hdfstore-api-changes
	/whatsnew/v0.13.0.rst#indexing-api-changes Indexing API changes                    : whatsnew/v0.13.0.html#indexing-api-changes
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	/whatsnew/v0.13.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.13.1.html#bug-fixes
	/whatsnew/v0.13.1.rst#contributors       Contributors                            : whatsnew/v0.13.1.html#contributors
	/whatsnew/v0.13.1.rst#deprecations       Deprecations                            : whatsnew/v0.13.1.html#deprecations
	/whatsnew/v0.13.1.rst#enhancements       Enhancements                            : whatsnew/v0.13.1.html#enhancements
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	/whatsnew/v0.13.1.rst#performance        Performance                             : whatsnew/v0.13.1.html#performance
	/whatsnew/v0.13.1.rst#prior-version-deprecations-changes Prior version deprecations/changes      : whatsnew/v0.13.1.html#prior-version-deprecations-changes
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	/whatsnew/v0.14.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.14.0.html#bug-fixes
	/whatsnew/v0.14.0.rst#contributors       Contributors                            : whatsnew/v0.14.0.html#contributors
	/whatsnew/v0.14.0.rst#deprecations       Deprecations                            : whatsnew/v0.14.0.html#deprecations
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	/whatsnew/v0.14.0.rst#enhancements       Enhancements                            : whatsnew/v0.14.0.html#enhancements
	/whatsnew/v0.14.0.rst#experimental       Experimental                            : whatsnew/v0.14.0.html#experimental
	/whatsnew/v0.14.0.rst#groupby-api-changes GroupBy API changes                     : whatsnew/v0.14.0.html#groupby-api-changes
	/whatsnew/v0.14.0.rst#known-issues       Known issues                            : whatsnew/v0.14.0.html#known-issues
	/whatsnew/v0.14.0.rst#multi-indexing-using-slicers Multi-indexing using slicers            : whatsnew/v0.14.0.html#multi-indexing-using-slicers
	/whatsnew/v0.14.0.rst#performance        Performance                             : whatsnew/v0.14.0.html#performance
	/whatsnew/v0.14.0.rst#plotting           Plotting                                : whatsnew/v0.14.0.html#plotting
	/whatsnew/v0.14.0.rst#prior-version-deprecations-changes Prior version deprecations/changes      : whatsnew/v0.14.0.html#prior-version-deprecations-changes
	/whatsnew/v0.14.0.rst#sql                SQL                                     : whatsnew/v0.14.0.html#sql
	/whatsnew/v0.14.0.rst#text-parsing-api-changes Text parsing API changes                : whatsnew/v0.14.0.html#text-parsing-api-changes
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	/whatsnew/v0.14.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.14.1.html#bug-fixes
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	/whatsnew/v0.14.1.rst#enhancements       Enhancements                            : whatsnew/v0.14.1.html#enhancements
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	/whatsnew/v0.14.1.rst#version-0-14-1-july-11-2014 Version 0.14.1 (July 11, 2014)          : whatsnew/v0.14.1.html#version-0-14-1-july-11-2014
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	/whatsnew/v0.15.0.rst#breaking-changes   Breaking changes                        : whatsnew/v0.15.0.html#breaking-changes
	/whatsnew/v0.15.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.15.0.html#bug-fixes
	/whatsnew/v0.15.0.rst#categoricals-in-series-dataframe Categoricals in Series/DataFrame        : whatsnew/v0.15.0.html#categoricals-in-series-dataframe
	/whatsnew/v0.15.0.rst#contributors       Contributors                            : whatsnew/v0.15.0.html#contributors
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	/whatsnew/v0.15.0.rst#improvements-in-the-sql-io-module Improvements in the SQL IO module       : whatsnew/v0.15.0.html#improvements-in-the-sql-io-module
	/whatsnew/v0.15.0.rst#internal-refactoring Internal refactoring                    : whatsnew/v0.15.0.html#internal-refactoring
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	/whatsnew/v0.15.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.15.0.html#removal-of-prior-version-deprecations-changes
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	/whatsnew/v0.15.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.15.1.html#bug-fixes
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	/whatsnew/v0.15.1.rst#enhancements       Enhancements                            : whatsnew/v0.15.1.html#enhancements
	/whatsnew/v0.15.1.rst#version-0-15-1-november-9-2014 Version 0.15.1 (November 9, 2014)       : whatsnew/v0.15.1.html#version-0-15-1-november-9-2014
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	/whatsnew/v0.15.2.rst#bug-fixes          Bug fixes                               : whatsnew/v0.15.2.html#bug-fixes
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	/whatsnew/v0.15.2.rst#enhancements       Enhancements                            : whatsnew/v0.15.2.html#enhancements
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	/whatsnew/v0.16.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.16.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.16.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.16.0.html#bug-fixes
	/whatsnew/v0.16.0.rst#categorical-changes Categorical changes                     : whatsnew/v0.16.0.html#categorical-changes
	/whatsnew/v0.16.0.rst#changes-in-timedelta Changes in timedelta                    : whatsnew/v0.16.0.html#changes-in-timedelta
	/whatsnew/v0.16.0.rst#contributors       Contributors                            : whatsnew/v0.16.0.html#contributors
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	/whatsnew/v0.16.0.rst#deprecations       Deprecations                            : whatsnew/v0.16.0.html#deprecations
	/whatsnew/v0.16.0.rst#indexing-changes   Indexing changes                        : whatsnew/v0.16.0.html#indexing-changes
	/whatsnew/v0.16.0.rst#interaction-with-scipy-sparse Interaction with scipy.sparse           : whatsnew/v0.16.0.html#interaction-with-scipy-sparse
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	/whatsnew/v0.16.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.16.0.html#other-enhancements
	/whatsnew/v0.16.0.rst#performance-improvements Performance improvements                : whatsnew/v0.16.0.html#performance-improvements
	/whatsnew/v0.16.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.16.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.16.0.rst#string-methods-enhancements String methods enhancements             : whatsnew/v0.16.0.html#string-methods-enhancements
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	/whatsnew/v0.16.1.rst                    Version 0.16.1 (May 11, 2015)           : whatsnew/v0.16.1.html
	/whatsnew/v0.16.1.rst#api-changes        API changes                             : whatsnew/v0.16.1.html#api-changes
	/whatsnew/v0.16.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.16.1.html#bug-fixes
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	/whatsnew/v0.16.1.rst#performance-improvements Performance improvements                : whatsnew/v0.16.1.html#performance-improvements
	/whatsnew/v0.16.1.rst#sample             Sample                                  : whatsnew/v0.16.1.html#sample
	/whatsnew/v0.16.1.rst#string-methods-enhancements String methods enhancements             : whatsnew/v0.16.1.html#string-methods-enhancements
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	/whatsnew/v0.16.2.rst                    Version 0.16.2 (June 12, 2015)          : whatsnew/v0.16.2.html
	/whatsnew/v0.16.2.rst#api-changes        API changes                             : whatsnew/v0.16.2.html#api-changes
	/whatsnew/v0.16.2.rst#bug-fixes          Bug fixes                               : whatsnew/v0.16.2.html#bug-fixes
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	/whatsnew/v0.16.2.rst#new-features       New features                            : whatsnew/v0.16.2.html#new-features
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	/whatsnew/v0.16.2.rst#performance-improvements Performance improvements                : whatsnew/v0.16.2.html#performance-improvements
	/whatsnew/v0.16.2.rst#pipe               Pipe                                    : whatsnew/v0.16.2.html#pipe
	/whatsnew/v0.16.2.rst#version-0-16-2-june-12-2015 Version 0.16.2 (June 12, 2015)          : whatsnew/v0.16.2.html#version-0-16-2-june-12-2015
	/whatsnew/v0.17.0.rst                    Version 0.17.0 (October 9, 2015)        : whatsnew/v0.17.0.html
	/whatsnew/v0.17.0.rst#additional-methods-for-dt-accessor Additional methods for dt accessor      : whatsnew/v0.17.0.html#additional-methods-for-dt-accessor
	/whatsnew/v0.17.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.17.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.17.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.17.0.html#bug-fixes
	/whatsnew/v0.17.0.rst#changes-to-bool-passed-as-header-in-parsers Changes to bool passed as header in parsers: whatsnew/v0.17.0.html#changes-to-bool-passed-as-header-in-parsers
	/whatsnew/v0.17.0.rst#changes-to-boolean-comparisons-vs-none Changes to boolean comparisons vs. None : whatsnew/v0.17.0.html#changes-to-boolean-comparisons-vs-none
	/whatsnew/v0.17.0.rst#changes-to-categorical-unique Changes to Categorical.unique           : whatsnew/v0.17.0.html#changes-to-categorical-unique
	/whatsnew/v0.17.0.rst#changes-to-display-precision-option Changes to display.precision option     : whatsnew/v0.17.0.html#changes-to-display-precision-option
	/whatsnew/v0.17.0.rst#changes-to-excel-with-multiindex Changes to Excel with MultiIndex        : whatsnew/v0.17.0.html#changes-to-excel-with-multiindex
	/whatsnew/v0.17.0.rst#changes-to-index-comparisons Changes to Index comparisons            : whatsnew/v0.17.0.html#changes-to-index-comparisons
	/whatsnew/v0.17.0.rst#changes-to-sorting-api Changes to sorting API                  : whatsnew/v0.17.0.html#changes-to-sorting-api
	/whatsnew/v0.17.0.rst#changes-to-to-datetime-and-to-timedelta Changes to to_datetime and to_timedelta : whatsnew/v0.17.0.html#changes-to-to-datetime-and-to-timedelta
	/whatsnew/v0.17.0.rst#consistent-parsing Consistent parsing                      : whatsnew/v0.17.0.html#consistent-parsing
	/whatsnew/v0.17.0.rst#contributors       Contributors                            : whatsnew/v0.17.0.html#contributors
	/whatsnew/v0.17.0.rst#datetime-with-tz   Datetime with TZ                        : whatsnew/v0.17.0.html#datetime-with-tz
	/whatsnew/v0.17.0.rst#deprecations       Deprecations                            : whatsnew/v0.17.0.html#deprecations
	/whatsnew/v0.17.0.rst#display-alignment-with-unicode-east-asian-width Display alignment with Unicode East Asian width: whatsnew/v0.17.0.html#display-alignment-with-unicode-east-asian-width
	/whatsnew/v0.17.0.rst#error-handling     Error handling                          : whatsnew/v0.17.0.html#error-handling
	/whatsnew/v0.17.0.rst#google-bigquery-enhancements Google BigQuery enhancements            : whatsnew/v0.17.0.html#google-bigquery-enhancements
	/whatsnew/v0.17.0.rst#hdfstore-dropna-behavior HDFStore dropna behavior                : whatsnew/v0.17.0.html#hdfstore-dropna-behavior
	/whatsnew/v0.17.0.rst#new-features       New features                            : whatsnew/v0.17.0.html#new-features
	/whatsnew/v0.17.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.17.0.html#other-api-changes
	/whatsnew/v0.17.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.17.0.html#other-enhancements
	/whatsnew/v0.17.0.rst#performance-improvements Performance improvements                : whatsnew/v0.17.0.html#performance-improvements
	/whatsnew/v0.17.0.rst#period-frequency-enhancement Period frequency enhancement            : whatsnew/v0.17.0.html#period-frequency-enhancement
	/whatsnew/v0.17.0.rst#plot-submethods    Plot submethods                         : whatsnew/v0.17.0.html#plot-submethods
	/whatsnew/v0.17.0.rst#releasing-the-gil  Releasing the GIL                       : whatsnew/v0.17.0.html#releasing-the-gil
	/whatsnew/v0.17.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.17.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.17.0.rst#series-dt-strftime Series.dt.strftime                      : whatsnew/v0.17.0.html#series-dt-strftime
	/whatsnew/v0.17.0.rst#series-dt-total-seconds Series.dt.total_seconds                 : whatsnew/v0.17.0.html#series-dt-total-seconds
	/whatsnew/v0.17.0.rst#support-for-math-functions-in-eval Support for math functions in .eval()   : whatsnew/v0.17.0.html#support-for-math-functions-in-eval
	/whatsnew/v0.17.0.rst#support-for-sas-xport-files Support for SAS XPORT files             : whatsnew/v0.17.0.html#support-for-sas-xport-files
	/whatsnew/v0.17.0.rst#version-0-17-0-october-9-2015 Version 0.17.0 (October 9, 2015)        : whatsnew/v0.17.0.html#version-0-17-0-october-9-2015
	/whatsnew/v0.17.1.rst                    Version 0.17.1 (November 21, 2015)      : whatsnew/v0.17.1.html
	/whatsnew/v0.17.1.rst#api-changes        API changes                             : whatsnew/v0.17.1.html#api-changes
	/whatsnew/v0.17.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.17.1.html#bug-fixes
	/whatsnew/v0.17.1.rst#conditional-html-formatting Conditional HTML formatting             : whatsnew/v0.17.1.html#conditional-html-formatting
	/whatsnew/v0.17.1.rst#contributors       Contributors                            : whatsnew/v0.17.1.html#contributors
	/whatsnew/v0.17.1.rst#deprecations       Deprecations                            : whatsnew/v0.17.1.html#deprecations
	/whatsnew/v0.17.1.rst#enhancements       Enhancements                            : whatsnew/v0.17.1.html#enhancements
	/whatsnew/v0.17.1.rst#new-features       New features                            : whatsnew/v0.17.1.html#new-features
	/whatsnew/v0.17.1.rst#performance-improvements Performance improvements                : whatsnew/v0.17.1.html#performance-improvements
	/whatsnew/v0.17.1.rst#version-0-17-1-november-21-2015 Version 0.17.1 (November 21, 2015)      : whatsnew/v0.17.1.html#version-0-17-1-november-21-2015
	/whatsnew/v0.18.0.rst                    Version 0.18.0 (March 13, 2016)         : whatsnew/v0.18.0.html
	/whatsnew/v0.18.0.rst#addition-of-str-extractall Addition of str.extractall              : whatsnew/v0.18.0.html#addition-of-str-extractall
	/whatsnew/v0.18.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.18.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.18.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.18.0.html#bug-fixes
	/whatsnew/v0.18.0.rst#bug-in-quarterbegin-with-n-0 Bug in QuarterBegin with n=0            : whatsnew/v0.18.0.html#bug-in-quarterbegin-with-n-0
	/whatsnew/v0.18.0.rst#changes-to-dtype-assignment-behaviors Changes to dtype assignment behaviors   : whatsnew/v0.18.0.html#changes-to-dtype-assignment-behaviors
	/whatsnew/v0.18.0.rst#changes-to-eval    Changes to eval                         : whatsnew/v0.18.0.html#changes-to-eval
	/whatsnew/v0.18.0.rst#changes-to-msgpack Changes to msgpack                      : whatsnew/v0.18.0.html#changes-to-msgpack
	/whatsnew/v0.18.0.rst#changes-to-rename  Changes to rename                       : whatsnew/v0.18.0.html#changes-to-rename
	/whatsnew/v0.18.0.rst#changes-to-str-cat Changes to str.cat                      : whatsnew/v0.18.0.html#changes-to-str-cat
	/whatsnew/v0.18.0.rst#changes-to-str-extract Changes to str.extract                  : whatsnew/v0.18.0.html#changes-to-str-extract
	/whatsnew/v0.18.0.rst#contributors       Contributors                            : whatsnew/v0.18.0.html#contributors
	/whatsnew/v0.18.0.rst#datetimelike-rounding Datetimelike rounding                   : whatsnew/v0.18.0.html#datetimelike-rounding
	/whatsnew/v0.18.0.rst#deprecations       Deprecations                            : whatsnew/v0.18.0.html#deprecations
	/whatsnew/v0.18.0.rst#downsampling       Downsampling                            : whatsnew/v0.18.0.html#downsampling
	/whatsnew/v0.18.0.rst#formatting-of-integers-in-floatindex Formatting of integers in FloatIndex    : whatsnew/v0.18.0.html#formatting-of-integers-in-floatindex
	/whatsnew/v0.18.0.rst#latex-representation Latex representation                    : whatsnew/v0.18.0.html#latex-representation
	/whatsnew/v0.18.0.rst#method-to-xarray   Method to_xarray                        : whatsnew/v0.18.0.html#method-to-xarray
	/whatsnew/v0.18.0.rst#nat-and-timedelta-operations NaT and Timedelta operations            : whatsnew/v0.18.0.html#nat-and-timedelta-operations
	/whatsnew/v0.18.0.rst#new-features       New features                            : whatsnew/v0.18.0.html#new-features
	/whatsnew/v0.18.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.18.0.html#other-api-changes
	/whatsnew/v0.18.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.18.0.html#other-enhancements
	/whatsnew/v0.18.0.rst#pd-read-sas-changes pd.read_sas() changes                   : whatsnew/v0.18.0.html#pd-read-sas-changes
	/whatsnew/v0.18.0.rst#performance-improvements Performance improvements                : whatsnew/v0.18.0.html#performance-improvements
	/whatsnew/v0.18.0.rst#previous-api-will-work-but-with-deprecations Previous API will work but with deprecations: whatsnew/v0.18.0.html#previous-api-will-work-but-with-deprecations
	/whatsnew/v0.18.0.rst#range-index        Range Index                             : whatsnew/v0.18.0.html#range-index
	/whatsnew/v0.18.0.rst#removal-of-deprecated-float-indexers Removal of deprecated float indexers    : whatsnew/v0.18.0.html#removal-of-deprecated-float-indexers
	/whatsnew/v0.18.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.18.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.18.0.rst#resample-api       Resample API                            : whatsnew/v0.18.0.html#resample-api
	/whatsnew/v0.18.0.rst#signature-change-for-rank Signature change for .rank              : whatsnew/v0.18.0.html#signature-change-for-rank
	/whatsnew/v0.18.0.rst#upsampling         Upsampling                              : whatsnew/v0.18.0.html#upsampling
	/whatsnew/v0.18.0.rst#version-0-18-0-march-13-2016 Version 0.18.0 (March 13, 2016)         : whatsnew/v0.18.0.html#version-0-18-0-march-13-2016
	/whatsnew/v0.18.0.rst#window-functions-are-now-methods Window functions are now methods        : whatsnew/v0.18.0.html#window-functions-are-now-methods
	/whatsnew/v0.18.1.rst                    Version 0.18.1 (May 3, 2016)            : whatsnew/v0.18.1.html
	/whatsnew/v0.18.1.rst#api-changes        API changes                             : whatsnew/v0.18.1.html#api-changes
	/whatsnew/v0.18.1.rst#assembling-datetimes Assembling datetimes                    : whatsnew/v0.18.1.html#assembling-datetimes
	/whatsnew/v0.18.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.18.1.html#bug-fixes
	/whatsnew/v0.18.1.rst#changes-in-read-csv-exceptions Changes in read_csv exceptions          : whatsnew/v0.18.1.html#changes-in-read-csv-exceptions
	/whatsnew/v0.18.1.rst#contributors       Contributors                            : whatsnew/v0.18.1.html#contributors
	/whatsnew/v0.18.1.rst#custom-business-hour Custom business hour                    : whatsnew/v0.18.1.html#custom-business-hour
	/whatsnew/v0.18.1.rst#deprecations       Deprecations                            : whatsnew/v0.18.1.html#deprecations
	/whatsnew/v0.18.1.rst#indexing-with      Indexing with``[]``                     : whatsnew/v0.18.1.html#indexing-with
	/whatsnew/v0.18.1.rst#method-chaining-improvements Method chaining improvements            : whatsnew/v0.18.1.html#method-chaining-improvements
	/whatsnew/v0.18.1.rst#method-groupby-nth-changes Method .groupby(..).nth() changes       : whatsnew/v0.18.1.html#method-groupby-nth-changes
	/whatsnew/v0.18.1.rst#method-groupby-syntax-with-window-and-resample-operations Method .groupby(..) syntax with window and resample operations: whatsnew/v0.18.1.html#method-groupby-syntax-with-window-and-resample-operations
	/whatsnew/v0.18.1.rst#method-to-datetime-error-changes Method to_datetime error changes        : whatsnew/v0.18.1.html#method-to-datetime-error-changes
	/whatsnew/v0.18.1.rst#methods-loc-iloc-ix Methods .loc[], .iloc[], .ix[]          : whatsnew/v0.18.1.html#methods-loc-iloc-ix
	/whatsnew/v0.18.1.rst#methods-where-and-mask Methods .where() and .mask()            : whatsnew/v0.18.1.html#methods-where-and-mask
	/whatsnew/v0.18.1.rst#new-features       New features                            : whatsnew/v0.18.1.html#new-features
	/whatsnew/v0.18.1.rst#numpy-function-compatibility NumPy function compatibility            : whatsnew/v0.18.1.html#numpy-function-compatibility
	/whatsnew/v0.18.1.rst#other-api-changes  Other API changes                       : whatsnew/v0.18.1.html#other-api-changes
	/whatsnew/v0.18.1.rst#other-enhancements Other enhancements                      : whatsnew/v0.18.1.html#other-enhancements
	/whatsnew/v0.18.1.rst#partial-string-indexing-on-datetimeindex-when-part-of-a-multiindex Partial string indexing on DatetimeIndex when part of a MultiIndex: whatsnew/v0.18.1.html#partial-string-indexing-on-datetimeindex-when-part-of-a-multiindex
	/whatsnew/v0.18.1.rst#performance-improvements Performance improvements                : whatsnew/v0.18.1.html#performance-improvements
	/whatsnew/v0.18.1.rst#sparse-changes     Sparse changes                          : whatsnew/v0.18.1.html#sparse-changes
	/whatsnew/v0.18.1.rst#using-apply-on-groupby-resampling Using .apply on GroupBy resampling      : whatsnew/v0.18.1.html#using-apply-on-groupby-resampling
	/whatsnew/v0.18.1.rst#version-0-18-1-may-3-2016 Version 0.18.1 (May 3, 2016)            : whatsnew/v0.18.1.html#version-0-18-1-may-3-2016
	/whatsnew/v0.19.0.rst                    Version 0.19.0 (October 2, 2016)        : whatsnew/v0.19.0.html
	/whatsnew/v0.19.0.rst#api-changes        API changes                             : whatsnew/v0.19.0.html#api-changes
	/whatsnew/v0.19.0.rst#arithmetic-operators Arithmetic operators                    : whatsnew/v0.19.0.html#arithmetic-operators
	/whatsnew/v0.19.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.19.0.html#bug-fixes
	/whatsnew/v0.19.0.rst#categorical-concatenation Categorical concatenation               : whatsnew/v0.19.0.html#categorical-concatenation
	/whatsnew/v0.19.0.rst#comparison-operators Comparison operators                    : whatsnew/v0.19.0.html#comparison-operators
	/whatsnew/v0.19.0.rst#contributors       Contributors                            : whatsnew/v0.19.0.html#contributors
	/whatsnew/v0.19.0.rst#deprecations       Deprecations                            : whatsnew/v0.19.0.html#deprecations
	/whatsnew/v0.19.0.rst#downcast-values-to-smallest-possible-dtype-in-to-numeric Downcast values to smallest possible dtype in to_numeric: whatsnew/v0.19.0.html#downcast-values-to-smallest-possible-dtype-in-to-numeric
	/whatsnew/v0.19.0.rst#fine-grained-numpy-errstate Fine-grained NumPy errstate             : whatsnew/v0.19.0.html#fine-grained-numpy-errstate
	/whatsnew/v0.19.0.rst#flexible-comparison-methods Flexible comparison methods             : whatsnew/v0.19.0.html#flexible-comparison-methods
	/whatsnew/v0.19.0.rst#function-merge-asof-for-asof-style-time-series-joining Function merge_asof for asof-style time-series joining: whatsnew/v0.19.0.html#function-merge-asof-for-asof-style-time-series-joining
	/whatsnew/v0.19.0.rst#function-read-csv-will-progressively-enumerate-chunks Function read_csv will progressively enumerate chunks: whatsnew/v0.19.0.html#function-read-csv-will-progressively-enumerate-chunks
	/whatsnew/v0.19.0.rst#function-to-datetime-changes Function .to_datetime() changes         : whatsnew/v0.19.0.html#function-to-datetime-changes
	/whatsnew/v0.19.0.rst#google-bigquery-enhancements Google BigQuery enhancements            : whatsnew/v0.19.0.html#google-bigquery-enhancements
	/whatsnew/v0.19.0.rst#index-difference-and-symmetric-difference-changes Index.difference and .symmetric_difference changes: whatsnew/v0.19.0.html#index-difference-and-symmetric-difference-changes
	/whatsnew/v0.19.0.rst#index-no-longer-used-for-set-operations Index + / - no longer used for set operations: whatsnew/v0.19.0.html#index-no-longer-used-for-set-operations
	/whatsnew/v0.19.0.rst#index-unique-consistently-returns-index Index.unique consistently returns Index : whatsnew/v0.19.0.html#index-unique-consistently-returns-index
	/whatsnew/v0.19.0.rst#indexer-dtype-changes Indexer dtype changes                   : whatsnew/v0.19.0.html#indexer-dtype-changes
	/whatsnew/v0.19.0.rst#logical-operators  Logical operators                       : whatsnew/v0.19.0.html#logical-operators
	/whatsnew/v0.19.0.rst#merging-changes    Merging changes                         : whatsnew/v0.19.0.html#merging-changes
	/whatsnew/v0.19.0.rst#method-describe-changes Method .describe() changes              : whatsnew/v0.19.0.html#method-describe-changes
	/whatsnew/v0.19.0.rst#method-get-dummies-now-returns-integer-dtypes Method get_dummies now returns integer dtypes: whatsnew/v0.19.0.html#method-get-dummies-now-returns-integer-dtypes
	/whatsnew/v0.19.0.rst#method-read-csv-has-improved-support-for-duplicate-column-names Method read_csv has improved support for duplicate column names: whatsnew/v0.19.0.html#method-read-csv-has-improved-support-for-duplicate-column-names
	/whatsnew/v0.19.0.rst#method-read-csv-supports-parsing-categorical-directly Method read_csv supports parsing Categorical directly: whatsnew/v0.19.0.html#method-read-csv-supports-parsing-categorical-directly
	/whatsnew/v0.19.0.rst#method-rolling-is-now-time-series-aware Method .rolling() is now time-series aware: whatsnew/v0.19.0.html#method-rolling-is-now-time-series-aware
	/whatsnew/v0.19.0.rst#multiindex-constructors-groupby-and-set-index-preserve-categorical-dtypes MultiIndex constructors, groupby and set_index preserve categorical dtypes: whatsnew/v0.19.0.html#multiindex-constructors-groupby-and-set-index-preserve-categorical-dtypes
	/whatsnew/v0.19.0.rst#new-features       New features                            : whatsnew/v0.19.0.html#new-features
	/whatsnew/v0.19.0.rst#new-index-methods  New Index methods                       : whatsnew/v0.19.0.html#new-index-methods
	/whatsnew/v0.19.0.rst#operators-now-preserve-dtypes Operators now preserve dtypes           : whatsnew/v0.19.0.html#operators-now-preserve-dtypes
	/whatsnew/v0.19.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.19.0.html#other-api-changes
	/whatsnew/v0.19.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.19.0.html#other-enhancements
	/whatsnew/v0.19.0.rst#other-sparse-fixes Other sparse fixes                      : whatsnew/v0.19.0.html#other-sparse-fixes
	/whatsnew/v0.19.0.rst#pandas-development-api pandas development API                  : whatsnew/v0.19.0.html#pandas-development-api
	/whatsnew/v0.19.0.rst#performance-improvements Performance improvements                : whatsnew/v0.19.0.html#performance-improvements
	/whatsnew/v0.19.0.rst#period-changes     Period changes                          : whatsnew/v0.19.0.html#period-changes
	/whatsnew/v0.19.0.rst#period-nat-now-returns-pd-nat Period('NaT') now returns pd.NaT        : whatsnew/v0.19.0.html#period-nat-now-returns-pd-nat
	/whatsnew/v0.19.0.rst#periodindex-values-now-returns-array-of-period-object PeriodIndex.values now returns array of Period object: whatsnew/v0.19.0.html#periodindex-values-now-returns-array-of-period-object
	/whatsnew/v0.19.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.19.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.19.0.rst#semi-month-offsets Semi-month offsets                      : whatsnew/v0.19.0.html#semi-month-offsets
	/whatsnew/v0.19.0.rst#series-operators-for-different-indexes Series operators for different indexes  : whatsnew/v0.19.0.html#series-operators-for-different-indexes
	/whatsnew/v0.19.0.rst#series-tolist-will-now-return-python-types Series.tolist() will now return Python types: whatsnew/v0.19.0.html#series-tolist-will-now-return-python-types
	/whatsnew/v0.19.0.rst#series-type-promotion-on-assignment Series type promotion on assignment     : whatsnew/v0.19.0.html#series-type-promotion-on-assignment
	/whatsnew/v0.19.0.rst#sparse-changes     Sparse changes                          : whatsnew/v0.19.0.html#sparse-changes
	/whatsnew/v0.19.0.rst#the-periodindex-now-has-period-dtype The PeriodIndex now has period dtype    : whatsnew/v0.19.0.html#the-periodindex-now-has-period-dtype
	/whatsnew/v0.19.0.rst#types-int64-and-bool-support-enhancements Types int64 and bool support enhancements: whatsnew/v0.19.0.html#types-int64-and-bool-support-enhancements
	/whatsnew/v0.19.0.rst#version-0-19-0-october-2-2016 Version 0.19.0 (October 2, 2016)        : whatsnew/v0.19.0.html#version-0-19-0-october-2-2016
	/whatsnew/v0.19.1.rst                    Version 0.19.1 (November 3, 2016)       : whatsnew/v0.19.1.html
	/whatsnew/v0.19.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.19.1.html#bug-fixes
	/whatsnew/v0.19.1.rst#contributors       Contributors                            : whatsnew/v0.19.1.html#contributors
	/whatsnew/v0.19.1.rst#performance-improvements Performance improvements                : whatsnew/v0.19.1.html#performance-improvements
	/whatsnew/v0.19.1.rst#version-0-19-1-november-3-2016 Version 0.19.1 (November 3, 2016)       : whatsnew/v0.19.1.html#version-0-19-1-november-3-2016
	/whatsnew/v0.19.2.rst                    Version 0.19.2 (December 24, 2016)      : whatsnew/v0.19.2.html
	/whatsnew/v0.19.2.rst#bug-fixes          Bug fixes                               : whatsnew/v0.19.2.html#bug-fixes
	/whatsnew/v0.19.2.rst#contributors       Contributors                            : whatsnew/v0.19.2.html#contributors
	/whatsnew/v0.19.2.rst#enhancements       Enhancements                            : whatsnew/v0.19.2.html#enhancements
	/whatsnew/v0.19.2.rst#performance-improvements Performance improvements                : whatsnew/v0.19.2.html#performance-improvements
	/whatsnew/v0.19.2.rst#version-0-19-2-december-24-2016 Version 0.19.2 (December 24, 2016)      : whatsnew/v0.19.2.html#version-0-19-2-december-24-2016
	/whatsnew/v0.20.0.rst                    Version 0.20.1 (May 5, 2017)            : whatsnew/v0.20.0.html
	/whatsnew/v0.20.0.rst#accessing-datetime-fields-of-index-now-return-index Accessing datetime fields of Index now return Index: whatsnew/v0.20.0.html#accessing-datetime-fields-of-index-now-return-index
	/whatsnew/v0.20.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.20.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.20.0.rst#better-support-for-compressed-urls-in-read-csv Better support for compressed URLs in read_csv: whatsnew/v0.20.0.html#better-support-for-compressed-urls-in-read-csv
	/whatsnew/v0.20.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.20.0.html#bug-fixes
	/whatsnew/v0.20.0.rst#concat-of-different-float-dtypes-will-not-automatically-upcast Concat of different float dtypes will not automatically upcast: whatsnew/v0.20.0.html#concat-of-different-float-dtypes-will-not-automatically-upcast
	/whatsnew/v0.20.0.rst#contributors       Contributors                            : whatsnew/v0.20.0.html#contributors
	/whatsnew/v0.20.0.rst#conversion         Conversion                              : whatsnew/v0.20.0.html#conversion
	/whatsnew/v0.20.0.rst#dataframe-sort-index-changes DataFrame.sort_index changes            : whatsnew/v0.20.0.html#dataframe-sort-index-changes
	/whatsnew/v0.20.0.rst#deprecate-groupby-agg-with-a-dictionary-when-renaming Deprecate groupby.agg() with a dictionary when renaming: whatsnew/v0.20.0.html#deprecate-groupby-agg-with-a-dictionary-when-renaming
	/whatsnew/v0.20.0.rst#deprecate-ix       Deprecate .ix                           : whatsnew/v0.20.0.html#deprecate-ix
	/whatsnew/v0.20.0.rst#deprecate-panel    Deprecate Panel                         : whatsnew/v0.20.0.html#deprecate-panel
	/whatsnew/v0.20.0.rst#deprecate-plotting Deprecate .plotting                     : whatsnew/v0.20.0.html#deprecate-plotting
	/whatsnew/v0.20.0.rst#deprecations       Deprecations                            : whatsnew/v0.20.0.html#deprecations
	/whatsnew/v0.20.0.rst#excel-output-for-styled-dataframes Excel output for styled DataFrames      : whatsnew/v0.20.0.html#excel-output-for-styled-dataframes
	/whatsnew/v0.20.0.rst#groupby-describe-formatting GroupBy describe formatting             : whatsnew/v0.20.0.html#groupby-describe-formatting
	/whatsnew/v0.20.0.rst#groupby-enhancements GroupBy enhancements                    : whatsnew/v0.20.0.html#groupby-enhancements
	/whatsnew/v0.20.0.rst#groupby-on-categoricals GroupBy on categoricals                 : whatsnew/v0.20.0.html#groupby-on-categoricals
	/whatsnew/v0.20.0.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.20.0.html#groupby-resample-rolling
	/whatsnew/v0.20.0.rst#hdfstore-where-string-comparison HDFStore where string comparison        : whatsnew/v0.20.0.html#hdfstore-where-string-comparison
	/whatsnew/v0.20.0.rst#index-intersection-and-inner-join-now-preserve-the-order-of-the-left-index Index.intersection and inner join now preserve the order of the left Index: whatsnew/v0.20.0.html#index-intersection-and-inner-join-now-preserve-the-order-of-the-left-index
	/whatsnew/v0.20.0.rst#indexing           Indexing                                : whatsnew/v0.20.0.html#indexing
	/whatsnew/v0.20.0.rst#intervalindex      IntervalIndex                           : whatsnew/v0.20.0.html#intervalindex
	/whatsnew/v0.20.0.rst#io                 IO                                      : whatsnew/v0.20.0.html#io
	/whatsnew/v0.20.0.rst#keyword-argument-dtype-for-data-io Keyword argument dtype for data IO      : whatsnew/v0.20.0.html#keyword-argument-dtype-for-data-io
	/whatsnew/v0.20.0.rst#map-on-index-types-now-return-other-index-types Map on Index types now return other Index types: whatsnew/v0.20.0.html#map-on-index-types-now-return-other-index-types
	/whatsnew/v0.20.0.rst#memory-usage-for-index-is-more-accurate Memory usage for Index is more accurate : whatsnew/v0.20.0.html#memory-usage-for-index-is-more-accurate
	/whatsnew/v0.20.0.rst#method-agg-api-for-dataframe-series Method agg API for DataFrame/Series     : whatsnew/v0.20.0.html#method-agg-api-for-dataframe-series
	/whatsnew/v0.20.0.rst#method-to-datetime-has-gained-an-origin-parameter Method .to_datetime() has gained an origin parameter: whatsnew/v0.20.0.html#method-to-datetime-has-gained-an-origin-parameter
	/whatsnew/v0.20.0.rst#modules-privacy-has-changed Modules privacy has changed             : whatsnew/v0.20.0.html#modules-privacy-has-changed
	/whatsnew/v0.20.0.rst#new-features       New features                            : whatsnew/v0.20.0.html#new-features
	/whatsnew/v0.20.0.rst#numeric            Numeric                                 : whatsnew/v0.20.0.html#numeric
	/whatsnew/v0.20.0.rst#other              Other                                   : whatsnew/v0.20.0.html#other
	/whatsnew/v0.20.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.20.0.html#other-api-changes
	/whatsnew/v0.20.0.rst#other-deprecations Other deprecations                      : whatsnew/v0.20.0.html#other-deprecations
	/whatsnew/v0.20.0.rst#other-development-changes Other development changes               : whatsnew/v0.20.0.html#other-development-changes
	/whatsnew/v0.20.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.20.0.html#other-enhancements
	/whatsnew/v0.20.0.rst#pandas-errors      pandas.errors                           : whatsnew/v0.20.0.html#pandas-errors
	/whatsnew/v0.20.0.rst#pandas-google-bigquery-support-has-moved pandas Google BigQuery support has moved: whatsnew/v0.20.0.html#pandas-google-bigquery-support-has-moved
	/whatsnew/v0.20.0.rst#pandas-plotting    pandas.plotting                         : whatsnew/v0.20.0.html#pandas-plotting
	/whatsnew/v0.20.0.rst#pandas-testing     pandas.testing                          : whatsnew/v0.20.0.html#pandas-testing
	/whatsnew/v0.20.0.rst#partial-string-indexing-changes Partial string indexing changes         : whatsnew/v0.20.0.html#partial-string-indexing-changes
	/whatsnew/v0.20.0.rst#pd-unique-will-now-be-consistent-with-extension-types pd.unique will now be consistent with extension types: whatsnew/v0.20.0.html#pd-unique-will-now-be-consistent-with-extension-types
	/whatsnew/v0.20.0.rst#performance-improvements Performance improvements                : whatsnew/v0.20.0.html#performance-improvements
	/whatsnew/v0.20.0.rst#pickle-file-io-now-supports-compression Pickle file IO now supports compression : whatsnew/v0.20.0.html#pickle-file-io-now-supports-compression
	/whatsnew/v0.20.0.rst#pivot-table-always-returns-a-dataframe Pivot table always returns a DataFrame  : whatsnew/v0.20.0.html#pivot-table-always-returns-a-dataframe
	/whatsnew/v0.20.0.rst#plotting           Plotting                                : whatsnew/v0.20.0.html#plotting
	/whatsnew/v0.20.0.rst#possible-incompatibility-for-hdf5-formats-created-with-pandas-0-13-0 Possible incompatibility for HDF5 formats created with pandas < 0.13.0: whatsnew/v0.20.0.html#possible-incompatibility-for-hdf5-formats-created-with-pandas-0-13-0
	/whatsnew/v0.20.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.20.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.20.0.rst#reorganization-of-the-library-privacy-changes Reorganization of the library: privacy changes: whatsnew/v0.20.0.html#reorganization-of-the-library-privacy-changes
	/whatsnew/v0.20.0.rst#reshaping          Reshaping                               : whatsnew/v0.20.0.html#reshaping
	/whatsnew/v0.20.0.rst#s3-file-handling   S3 file handling                        : whatsnew/v0.20.0.html#s3-file-handling
	/whatsnew/v0.20.0.rst#scipy-sparse-matrix-from-to-sparsedataframe SciPy sparse matrix from/to SparseDataFrame: whatsnew/v0.20.0.html#scipy-sparse-matrix-from-to-sparsedataframe
	/whatsnew/v0.20.0.rst#sparse             Sparse                                  : whatsnew/v0.20.0.html#sparse
	/whatsnew/v0.20.0.rst#table-schema-output Table schema output                     : whatsnew/v0.20.0.html#table-schema-output
	/whatsnew/v0.20.0.rst#uint64-support-improved UInt64 support improved                 : whatsnew/v0.20.0.html#uint64-support-improved
	/whatsnew/v0.20.0.rst#version-0-20-1-may-5-2017 Version 0.20.1 (May 5, 2017)            : whatsnew/v0.20.0.html#version-0-20-1-may-5-2017
	/whatsnew/v0.20.0.rst#window-binary-corr-cov-operations-return-a-multiindex-dataframe Window binary corr/cov operations return a MultiIndex DataFrame: whatsnew/v0.20.0.html#window-binary-corr-cov-operations-return-a-multiindex-dataframe
	/whatsnew/v0.20.2.rst                    Version 0.20.2 (June 4, 2017)           : whatsnew/v0.20.2.html
	/whatsnew/v0.20.2.rst#bug-fixes          Bug fixes                               : whatsnew/v0.20.2.html#bug-fixes
	/whatsnew/v0.20.2.rst#categorical        Categorical                             : whatsnew/v0.20.2.html#categorical
	/whatsnew/v0.20.2.rst#contributors       Contributors                            : whatsnew/v0.20.2.html#contributors
	/whatsnew/v0.20.2.rst#conversion         Conversion                              : whatsnew/v0.20.2.html#conversion
	/whatsnew/v0.20.2.rst#enhancements       Enhancements                            : whatsnew/v0.20.2.html#enhancements
	/whatsnew/v0.20.2.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.20.2.html#groupby-resample-rolling
	/whatsnew/v0.20.2.rst#indexing           Indexing                                : whatsnew/v0.20.2.html#indexing
	/whatsnew/v0.20.2.rst#io                 IO                                      : whatsnew/v0.20.2.html#io
	/whatsnew/v0.20.2.rst#numeric            Numeric                                 : whatsnew/v0.20.2.html#numeric
	/whatsnew/v0.20.2.rst#other              Other                                   : whatsnew/v0.20.2.html#other
	/whatsnew/v0.20.2.rst#performance-improvements Performance improvements                : whatsnew/v0.20.2.html#performance-improvements
	/whatsnew/v0.20.2.rst#plotting           Plotting                                : whatsnew/v0.20.2.html#plotting
	/whatsnew/v0.20.2.rst#reshaping          Reshaping                               : whatsnew/v0.20.2.html#reshaping
	/whatsnew/v0.20.2.rst#sparse             Sparse                                  : whatsnew/v0.20.2.html#sparse
	/whatsnew/v0.20.2.rst#version-0-20-2-june-4-2017 Version 0.20.2 (June 4, 2017)           : whatsnew/v0.20.2.html#version-0-20-2-june-4-2017
	/whatsnew/v0.20.3.rst                    Version 0.20.3 (July 7, 2017)           : whatsnew/v0.20.3.html
	/whatsnew/v0.20.3.rst#bug-fixes          Bug fixes                               : whatsnew/v0.20.3.html#bug-fixes
	/whatsnew/v0.20.3.rst#categorical        Categorical                             : whatsnew/v0.20.3.html#categorical
	/whatsnew/v0.20.3.rst#contributors       Contributors                            : whatsnew/v0.20.3.html#contributors
	/whatsnew/v0.20.3.rst#conversion         Conversion                              : whatsnew/v0.20.3.html#conversion
	/whatsnew/v0.20.3.rst#indexing           Indexing                                : whatsnew/v0.20.3.html#indexing
	/whatsnew/v0.20.3.rst#io                 IO                                      : whatsnew/v0.20.3.html#io
	/whatsnew/v0.20.3.rst#plotting           Plotting                                : whatsnew/v0.20.3.html#plotting
	/whatsnew/v0.20.3.rst#reshaping          Reshaping                               : whatsnew/v0.20.3.html#reshaping
	/whatsnew/v0.20.3.rst#version-0-20-3-july-7-2017 Version 0.20.3 (July 7, 2017)           : whatsnew/v0.20.3.html#version-0-20-3-july-7-2017
	/whatsnew/v0.21.0.rst                    Version 0.21.0 (October 27, 2017)       : whatsnew/v0.21.0.html
	/whatsnew/v0.21.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.21.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.21.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.21.0.html#bug-fixes
	/whatsnew/v0.21.0.rst#categorical        Categorical                             : whatsnew/v0.21.0.html#categorical
	/whatsnew/v0.21.0.rst#categorical-rename-categories-accepts-a-dict-like Categorical.rename_categories accepts a dict-like: whatsnew/v0.21.0.html#categorical-rename-categories-accepts-a-dict-like
	/whatsnew/v0.21.0.rst#categoricaldtype-for-specifying-categoricals CategoricalDtype for specifying categoricals: whatsnew/v0.21.0.html#categoricaldtype-for-specifying-categoricals
	/whatsnew/v0.21.0.rst#consistency-of-range-functions Consistency of range functions          : whatsnew/v0.21.0.html#consistency-of-range-functions
	/whatsnew/v0.21.0.rst#contributors       Contributors                            : whatsnew/v0.21.0.html#contributors
	/whatsnew/v0.21.0.rst#conversion         Conversion                              : whatsnew/v0.21.0.html#conversion
	/whatsnew/v0.21.0.rst#dependencies-have-increased-minimum-versions Dependencies have increased minimum versions: whatsnew/v0.21.0.html#dependencies-have-increased-minimum-versions
	/whatsnew/v0.21.0.rst#deprecations       Deprecations                            : whatsnew/v0.21.0.html#deprecations
	/whatsnew/v0.21.0.rst#documentation-changes Documentation changes                   : whatsnew/v0.21.0.html#documentation-changes
	/whatsnew/v0.21.0.rst#dtype-conversions  Dtype conversions                       : whatsnew/v0.21.0.html#dtype-conversions
	/whatsnew/v0.21.0.rst#groupby-objects-now-have-a-pipe-method GroupBy objects now have a pipe method  : whatsnew/v0.21.0.html#groupby-objects-now-have-a-pipe-method
	/whatsnew/v0.21.0.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.21.0.html#groupby-resample-rolling
	/whatsnew/v0.21.0.rst#improved-error-handling-during-item-assignment-in-pd-eval Improved error handling during item assignment in pd.eval: whatsnew/v0.21.0.html#improved-error-handling-during-item-assignment-in-pd-eval
	/whatsnew/v0.21.0.rst#improved-warnings-when-attempting-to-create-columns Improved warnings when attempting to create columns: whatsnew/v0.21.0.html#improved-warnings-when-attempting-to-create-columns
	/whatsnew/v0.21.0.rst#indexing           Indexing                                : whatsnew/v0.21.0.html#indexing
	/whatsnew/v0.21.0.rst#indexing-with-a-boolean-index Indexing with a Boolean Index           : whatsnew/v0.21.0.html#indexing-with-a-boolean-index
	/whatsnew/v0.21.0.rst#indexing-with-a-list-with-missing-labels-is-deprecated Indexing with a list with missing labels is deprecated: whatsnew/v0.21.0.html#indexing-with-a-list-with-missing-labels-is-deprecated
	/whatsnew/v0.21.0.rst#integration-with-apache-parquet-file-format Integration with Apache Parquet file format: whatsnew/v0.21.0.html#integration-with-apache-parquet-file-format
	/whatsnew/v0.21.0.rst#io                 IO                                      : whatsnew/v0.21.0.html#io
	/whatsnew/v0.21.0.rst#iteration-of-series-index-will-now-return-python-scalars Iteration of Series/Index will now return Python scalars: whatsnew/v0.21.0.html#iteration-of-series-index-will-now-return-python-scalars
	/whatsnew/v0.21.0.rst#method-drop-now-also-accepts-index-columns-keywords Method drop now also accepts index/columns keywords: whatsnew/v0.21.0.html#method-drop-now-also-accepts-index-columns-keywords
	/whatsnew/v0.21.0.rst#method-infer-objects-type-conversion Method infer_objects type conversion    : whatsnew/v0.21.0.html#method-infer-objects-type-conversion
	/whatsnew/v0.21.0.rst#methods-rename-reindex-now-also-accept-axis-keyword Methods rename, reindex now also accept axis keyword: whatsnew/v0.21.0.html#methods-rename-reindex-now-also-accept-axis-keyword
	/whatsnew/v0.21.0.rst#multiindex-constructor-with-a-single-level MultiIndex constructor with a single level: whatsnew/v0.21.0.html#multiindex-constructor-with-a-single-level
	/whatsnew/v0.21.0.rst#na-naming-changes  NA naming changes                       : whatsnew/v0.21.0.html#na-naming-changes
	/whatsnew/v0.21.0.rst#new-features       New features                            : whatsnew/v0.21.0.html#new-features
	/whatsnew/v0.21.0.rst#new-functions-or-methods New functions or methods                : whatsnew/v0.21.0.html#new-functions-or-methods
	/whatsnew/v0.21.0.rst#new-keywords       New keywords                            : whatsnew/v0.21.0.html#new-keywords
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	/whatsnew/v0.21.0.rst#numeric            Numeric                                 : whatsnew/v0.21.0.html#numeric
	/whatsnew/v0.21.0.rst#other              Other                                   : whatsnew/v0.21.0.html#other
	/whatsnew/v0.21.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.21.0.html#other-api-changes
	/whatsnew/v0.21.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.21.0.html#other-enhancements
	/whatsnew/v0.21.0.rst#performance-improvements Performance improvements                : whatsnew/v0.21.0.html#performance-improvements
	/whatsnew/v0.21.0.rst#periodindex-resampling PeriodIndex resampling                  : whatsnew/v0.21.0.html#periodindex-resampling
	/whatsnew/v0.21.0.rst#plotting           Plotting                                : whatsnew/v0.21.0.html#plotting
	/whatsnew/v0.21.0.rst#pypy               PyPy                                    : whatsnew/v0.21.0.html#pypy
	/whatsnew/v0.21.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.21.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.21.0.rst#reshaping          Reshaping                               : whatsnew/v0.21.0.html#reshaping
	/whatsnew/v0.21.0.rst#series-argmax-and-series-argmin Series.argmax and Series.argmin         : whatsnew/v0.21.0.html#series-argmax-and-series-argmin
	/whatsnew/v0.21.0.rst#series-select-and-dataframe-select Series.select and DataFrame.select      : whatsnew/v0.21.0.html#series-select-and-dataframe-select
	/whatsnew/v0.21.0.rst#sparse             Sparse                                  : whatsnew/v0.21.0.html#sparse
	/whatsnew/v0.21.0.rst#sum-prod-of-all-nan-or-empty-series-dataframes-is-now-consistently-nan Sum/prod of all-NaN or empty Series/DataFrames is now consistently NaN: whatsnew/v0.21.0.html#sum-prod-of-all-nan-or-empty-series-dataframes-is-now-consistently-nan
	/whatsnew/v0.21.0.rst#utc-localization-with-series UTC localization with Series            : whatsnew/v0.21.0.html#utc-localization-with-series
	/whatsnew/v0.21.0.rst#various-enhancements Various enhancements                    : whatsnew/v0.21.0.html#various-enhancements
	/whatsnew/v0.21.0.rst#version-0-21-0-october-27-2017 Version 0.21.0 (October 27, 2017)       : whatsnew/v0.21.0.html#version-0-21-0-october-27-2017
	/whatsnew/v0.21.1.rst                    Version 0.21.1 (December 12, 2017)      : whatsnew/v0.21.1.html
	/whatsnew/v0.21.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.21.1.html#bug-fixes
	/whatsnew/v0.21.1.rst#categorical        Categorical                             : whatsnew/v0.21.1.html#categorical
	/whatsnew/v0.21.1.rst#contributors       Contributors                            : whatsnew/v0.21.1.html#contributors
	/whatsnew/v0.21.1.rst#conversion         Conversion                              : whatsnew/v0.21.1.html#conversion
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	/whatsnew/v0.21.1.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.21.1.html#groupby-resample-rolling
	/whatsnew/v0.21.1.rst#improvements-to-the-parquet-io-functionality Improvements to the Parquet IO functionality: whatsnew/v0.21.1.html#improvements-to-the-parquet-io-functionality
	/whatsnew/v0.21.1.rst#indexing           Indexing                                : whatsnew/v0.21.1.html#indexing
	/whatsnew/v0.21.1.rst#io                 IO                                      : whatsnew/v0.21.1.html#io
	/whatsnew/v0.21.1.rst#new-features       New features                            : whatsnew/v0.21.1.html#new-features
	/whatsnew/v0.21.1.rst#numeric            Numeric                                 : whatsnew/v0.21.1.html#numeric
	/whatsnew/v0.21.1.rst#other-enhancements Other enhancements                      : whatsnew/v0.21.1.html#other-enhancements
	/whatsnew/v0.21.1.rst#performance-improvements Performance improvements                : whatsnew/v0.21.1.html#performance-improvements
	/whatsnew/v0.21.1.rst#plotting           Plotting                                : whatsnew/v0.21.1.html#plotting
	/whatsnew/v0.21.1.rst#reshaping          Reshaping                               : whatsnew/v0.21.1.html#reshaping
	/whatsnew/v0.21.1.rst#restore-matplotlib-datetime-converter-registration Restore Matplotlib datetime converter registration: whatsnew/v0.21.1.html#restore-matplotlib-datetime-converter-registration
	/whatsnew/v0.21.1.rst#string             String                                  : whatsnew/v0.21.1.html#string
	/whatsnew/v0.21.1.rst#version-0-21-1-december-12-2017 Version 0.21.1 (December 12, 2017)      : whatsnew/v0.21.1.html#version-0-21-1-december-12-2017
	/whatsnew/v0.22.0.rst                    Version 0.22.0 (December 29, 2017)      : whatsnew/v0.22.0.html
	/whatsnew/v0.22.0.rst#arithmetic-operations Arithmetic operations                   : whatsnew/v0.22.0.html#arithmetic-operations
	/whatsnew/v0.22.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.22.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.22.0.rst#compatibility      Compatibility                           : whatsnew/v0.22.0.html#compatibility
	/whatsnew/v0.22.0.rst#contributors       Contributors                            : whatsnew/v0.22.0.html#contributors
	/whatsnew/v0.22.0.rst#grouping-by-a-categorical Grouping by a Categorical               : whatsnew/v0.22.0.html#grouping-by-a-categorical
	/whatsnew/v0.22.0.rst#resample           Resample                                : whatsnew/v0.22.0.html#resample
	/whatsnew/v0.22.0.rst#rolling-and-expanding Rolling and expanding                   : whatsnew/v0.22.0.html#rolling-and-expanding
	/whatsnew/v0.22.0.rst#version-0-22-0-december-29-2017 Version 0.22.0 (December 29, 2017)      : whatsnew/v0.22.0.html#version-0-22-0-december-29-2017
	/whatsnew/v0.23.0.rst                    What's new in 0.23.0 (May 15, 2018)     : whatsnew/v0.23.0.html
	/whatsnew/v0.23.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.23.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.23.0.rst#better-pretty-printing-of-dataframes-in-a-terminal Better pretty-printing of DataFrames in a terminal: whatsnew/v0.23.0.html#better-pretty-printing-of-dataframes-in-a-terminal
	/whatsnew/v0.23.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.23.0.html#bug-fixes
	/whatsnew/v0.23.0.rst#build-changes      Build changes                           : whatsnew/v0.23.0.html#build-changes
	/whatsnew/v0.23.0.rst#categorical        Categorical                             : whatsnew/v0.23.0.html#categorical
	/whatsnew/v0.23.0.rst#changes-to-make-output-of-dataframe-apply-consistent Changes to make output of DataFrame.apply consistent: whatsnew/v0.23.0.html#changes-to-make-output-of-dataframe-apply-consistent
	/whatsnew/v0.23.0.rst#concatenation-will-no-longer-sort Concatenation will no longer sort       : whatsnew/v0.23.0.html#concatenation-will-no-longer-sort
	/whatsnew/v0.23.0.rst#contributors       Contributors                            : whatsnew/v0.23.0.html#contributors
	/whatsnew/v0.23.0.rst#dataframe-astype-performs-column-wise-conversion-to-categorical DataFrame.astype performs column-wise conversion to Categorical: whatsnew/v0.23.0.html#dataframe-astype-performs-column-wise-conversion-to-categorical
	/whatsnew/v0.23.0.rst#dataframe-interpolate-has-gained-the-limit-area-kwarg DataFrame.interpolate has gained the limit_area kwarg: whatsnew/v0.23.0.html#dataframe-interpolate-has-gained-the-limit-area-kwarg
	/whatsnew/v0.23.0.rst#datetimelike       Datetimelike                            : whatsnew/v0.23.0.html#datetimelike
	/whatsnew/v0.23.0.rst#datetimelike-api-changes Datetimelike API changes                : whatsnew/v0.23.0.html#datetimelike-api-changes
	/whatsnew/v0.23.0.rst#default-value-for-the-ordered-parameter-of-categoricaldtype Default value for the ordered parameter of CategoricalDtype: whatsnew/v0.23.0.html#default-value-for-the-ordered-parameter-of-categoricaldtype
	/whatsnew/v0.23.0.rst#dependencies-have-increased-minimum-versions Dependencies have increased minimum versions: whatsnew/v0.23.0.html#dependencies-have-increased-minimum-versions
	/whatsnew/v0.23.0.rst#deprecate-panel    Deprecate Panel                         : whatsnew/v0.23.0.html#deprecate-panel
	/whatsnew/v0.23.0.rst#deprecations       Deprecations                            : whatsnew/v0.23.0.html#deprecations
	/whatsnew/v0.23.0.rst#documentation-changes Documentation changes                   : whatsnew/v0.23.0.html#documentation-changes
	/whatsnew/v0.23.0.rst#extending-pandas-with-custom-types-experimental Extending pandas with custom types (experimental): whatsnew/v0.23.0.html#extending-pandas-with-custom-types-experimental
	/whatsnew/v0.23.0.rst#extraction-of-matching-patterns-from-strings Extraction of matching patterns from strings: whatsnew/v0.23.0.html#extraction-of-matching-patterns-from-strings
	/whatsnew/v0.23.0.rst#function-get-dummies-now-supports-dtype-argument Function get_dummies now supports dtype argument: whatsnew/v0.23.0.html#function-get-dummies-now-supports-dtype-argument
	/whatsnew/v0.23.0.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.23.0.html#groupby-resample-rolling
	/whatsnew/v0.23.0.rst#index-division-by-zero-fills-correctly Index division by zero fills correctly  : whatsnew/v0.23.0.html#index-division-by-zero-fills-correctly
	/whatsnew/v0.23.0.rst#indexing           Indexing                                : whatsnew/v0.23.0.html#indexing
	/whatsnew/v0.23.0.rst#instantiation-from-dicts-preserves-dict-insertion-order-for-python-3-6 Instantiation from dicts preserves dict insertion order for Python 3.6+: whatsnew/v0.23.0.html#instantiation-from-dicts-preserves-dict-insertion-order-for-python-3-6
	/whatsnew/v0.23.0.rst#io                 IO                                      : whatsnew/v0.23.0.html#io
	/whatsnew/v0.23.0.rst#json-read-write-round-trippable-with-orient-table JSON read/write round-trippable with orient='table': whatsnew/v0.23.0.html#json-read-write-round-trippable-with-orient-table
	/whatsnew/v0.23.0.rst#merging-on-a-combination-of-columns-and-index-levels Merging on a combination of columns and index levels: whatsnew/v0.23.0.html#merging-on-a-combination-of-columns-and-index-levels
	/whatsnew/v0.23.0.rst#method-assign-accepts-dependent-arguments Method .assign() accepts dependent arguments: whatsnew/v0.23.0.html#method-assign-accepts-dependent-arguments
	/whatsnew/v0.23.0.rst#method-rank-handles-inf-values-when-nan-are-present Method .rank() handles inf values when NaN are present: whatsnew/v0.23.0.html#method-rank-handles-inf-values-when-nan-are-present
	/whatsnew/v0.23.0.rst#multiindex         MultiIndex                              : whatsnew/v0.23.0.html#multiindex
	/whatsnew/v0.23.0.rst#new-features       New features                            : whatsnew/v0.23.0.html#new-features
	/whatsnew/v0.23.0.rst#new-observed-keyword-for-excluding-unobserved-categories-in-groupby New observed keyword for excluding unobserved categories in GroupBy: whatsnew/v0.23.0.html#new-observed-keyword-for-excluding-unobserved-categories-in-groupby
	/whatsnew/v0.23.0.rst#numeric            Numeric                                 : whatsnew/v0.23.0.html#numeric
	/whatsnew/v0.23.0.rst#offsets            Offsets                                 : whatsnew/v0.23.0.html#offsets
	/whatsnew/v0.23.0.rst#other              Other                                   : whatsnew/v0.23.0.html#other
	/whatsnew/v0.23.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.23.0.html#other-api-changes
	/whatsnew/v0.23.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.23.0.html#other-enhancements
	/whatsnew/v0.23.0.rst#pandas-core-common-removals pandas.core.common removals             : whatsnew/v0.23.0.html#pandas-core-common-removals
	/whatsnew/v0.23.0.rst#performance-improvements Performance improvements                : whatsnew/v0.23.0.html#performance-improvements
	/whatsnew/v0.23.0.rst#plotting           Plotting                                : whatsnew/v0.23.0.html#plotting
	/whatsnew/v0.23.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.23.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.23.0.rst#reshaping          Reshaping                               : whatsnew/v0.23.0.html#reshaping
	/whatsnew/v0.23.0.rst#rolling-expanding-apply-accepts-raw-false-to-pass-a-series-to-the-function Rolling/Expanding.apply() accepts raw=False to pass a Series to the function: whatsnew/v0.23.0.html#rolling-expanding-apply-accepts-raw-false-to-pass-a-series-to-the-function
	/whatsnew/v0.23.0.rst#series-str-cat-has-gained-the-join-kwarg Series.str.cat has gained the join kwarg: whatsnew/v0.23.0.html#series-str-cat-has-gained-the-join-kwarg
	/whatsnew/v0.23.0.rst#sorting-by-a-combination-of-columns-and-index-levels Sorting by a combination of columns and index levels: whatsnew/v0.23.0.html#sorting-by-a-combination-of-columns-and-index-levels
	/whatsnew/v0.23.0.rst#sparse             Sparse                                  : whatsnew/v0.23.0.html#sparse
	/whatsnew/v0.23.0.rst#strings            Strings                                 : whatsnew/v0.23.0.html#strings
	/whatsnew/v0.23.0.rst#timedelta          Timedelta                               : whatsnew/v0.23.0.html#timedelta
	/whatsnew/v0.23.0.rst#timedelta-mod-method Timedelta mod method                    : whatsnew/v0.23.0.html#timedelta-mod-method
	/whatsnew/v0.23.0.rst#timezones          Timezones                               : whatsnew/v0.23.0.html#timezones
	/whatsnew/v0.23.0.rst#what-s-new-in-0-23-0-may-15-2018 What's new in 0.23.0 (May 15, 2018)     : whatsnew/v0.23.0.html#what-s-new-in-0-23-0-may-15-2018
	/whatsnew/v0.23.1.rst                    What's new in 0.23.1 (June 12, 2018)    : whatsnew/v0.23.1.html
	/whatsnew/v0.23.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.23.1.html#bug-fixes
	/whatsnew/v0.23.1.rst#contributors       Contributors                            : whatsnew/v0.23.1.html#contributors
	/whatsnew/v0.23.1.rst#fixed-regressions  Fixed regressions                       : whatsnew/v0.23.1.html#fixed-regressions
	/whatsnew/v0.23.1.rst#performance-improvements Performance improvements                : whatsnew/v0.23.1.html#performance-improvements
	/whatsnew/v0.23.1.rst#what-s-new-in-0-23-1-june-12-2018 What's new in 0.23.1 (June 12, 2018)    : whatsnew/v0.23.1.html#what-s-new-in-0-23-1-june-12-2018
	/whatsnew/v0.23.2.rst                    What's new in 0.23.2 (July 5, 2018)     : whatsnew/v0.23.2.html
	/whatsnew/v0.23.2.rst#bug-fixes          Bug fixes                               : whatsnew/v0.23.2.html#bug-fixes
	/whatsnew/v0.23.2.rst#build-changes      Build changes                           : whatsnew/v0.23.2.html#build-changes
	/whatsnew/v0.23.2.rst#contributors       Contributors                            : whatsnew/v0.23.2.html#contributors
	/whatsnew/v0.23.2.rst#fixed-regressions  Fixed regressions                       : whatsnew/v0.23.2.html#fixed-regressions
	/whatsnew/v0.23.2.rst#logical-reductions-over-entire-dataframe Logical reductions over entire DataFrame: whatsnew/v0.23.2.html#logical-reductions-over-entire-dataframe
	/whatsnew/v0.23.2.rst#what-s-new-in-0-23-2-july-5-2018 What's new in 0.23.2 (July 5, 2018)     : whatsnew/v0.23.2.html#what-s-new-in-0-23-2-july-5-2018
	/whatsnew/v0.23.3.rst                    What's new in 0.23.3 (July 7, 2018)     : whatsnew/v0.23.3.html
	/whatsnew/v0.23.3.rst#contributors       Contributors                            : whatsnew/v0.23.3.html#contributors
	/whatsnew/v0.23.3.rst#what-s-new-in-0-23-3-july-7-2018 What's new in 0.23.3 (July 7, 2018)     : whatsnew/v0.23.3.html#what-s-new-in-0-23-3-july-7-2018
	/whatsnew/v0.23.4.rst                    What's new in 0.23.4 (August 3, 2018)   : whatsnew/v0.23.4.html
	/whatsnew/v0.23.4.rst#bug-fixes          Bug fixes                               : whatsnew/v0.23.4.html#bug-fixes
	/whatsnew/v0.23.4.rst#contributors       Contributors                            : whatsnew/v0.23.4.html#contributors
	/whatsnew/v0.23.4.rst#fixed-regressions  Fixed regressions                       : whatsnew/v0.23.4.html#fixed-regressions
	/whatsnew/v0.23.4.rst#what-s-new-in-0-23-4-august-3-2018 What's new in 0.23.4 (August 3, 2018)   : whatsnew/v0.23.4.html#what-s-new-in-0-23-4-august-3-2018
	/whatsnew/v0.24.0.rst                    What's new in 0.24.0 (January 25, 2019) : whatsnew/v0.24.0.html
	/whatsnew/v0.24.0.rst#accessing-the-values-in-a-series-or-index Accessing the values in a Series or Index: whatsnew/v0.24.0.html#accessing-the-values-in-a-series-or-index
	/whatsnew/v0.24.0.rst#addition-subtraction-of-nan-from-dataframe Addition/subtraction of NaN from DataFrame: whatsnew/v0.24.0.html#addition-subtraction-of-nan-from-dataframe
	/whatsnew/v0.24.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.24.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.24.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.24.0.html#bug-fixes
	/whatsnew/v0.24.0.rst#build-changes      Build changes                           : whatsnew/v0.24.0.html#build-changes
	/whatsnew/v0.24.0.rst#categorical        Categorical                             : whatsnew/v0.24.0.html#categorical
	/whatsnew/v0.24.0.rst#concatenation-changes Concatenation changes                   : whatsnew/v0.24.0.html#concatenation-changes
	/whatsnew/v0.24.0.rst#contributors       Contributors                            : whatsnew/v0.24.0.html#contributors
	/whatsnew/v0.24.0.rst#conversion         Conversion                              : whatsnew/v0.24.0.html#conversion
	/whatsnew/v0.24.0.rst#converting-timezone-aware-series-and-index-to-numpy-arrays Converting timezone-aware Series and Index to NumPy arrays: whatsnew/v0.24.0.html#converting-timezone-aware-series-and-index-to-numpy-arrays
	/whatsnew/v0.24.0.rst#dataframe-arithmetic-operations-broadcasting-changes DataFrame arithmetic operations broadcasting changes: whatsnew/v0.24.0.html#dataframe-arithmetic-operations-broadcasting-changes
	/whatsnew/v0.24.0.rst#dataframe-comparison-operations-broadcasting-changes DataFrame comparison operations broadcasting changes: whatsnew/v0.24.0.html#dataframe-comparison-operations-broadcasting-changes
	/whatsnew/v0.24.0.rst#datetimelike       Datetimelike                            : whatsnew/v0.24.0.html#datetimelike
	/whatsnew/v0.24.0.rst#datetimelike-api-changes Datetimelike API changes                : whatsnew/v0.24.0.html#datetimelike-api-changes
	/whatsnew/v0.24.0.rst#deprecations       Deprecations                            : whatsnew/v0.24.0.html#deprecations
	/whatsnew/v0.24.0.rst#enhancements       Enhancements                            : whatsnew/v0.24.0.html#enhancements
	/whatsnew/v0.24.0.rst#extension-type-changes Extension type changes                  : whatsnew/v0.24.0.html#extension-type-changes
	/whatsnew/v0.24.0.rst#function-read-html-enhancements Function read_html enhancements         : whatsnew/v0.24.0.html#function-read-html-enhancements
	/whatsnew/v0.24.0.rst#get-dummies-always-returns-a-dataframe get_dummies() always returns a DataFrame: whatsnew/v0.24.0.html#get-dummies-always-returns-a-dataframe
	/whatsnew/v0.24.0.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.24.0.html#groupby-resample-rolling
	/whatsnew/v0.24.0.rst#increased-minimum-versions-for-dependencies Increased minimum versions for dependencies: whatsnew/v0.24.0.html#increased-minimum-versions-for-dependencies
	/whatsnew/v0.24.0.rst#indexing           Indexing                                : whatsnew/v0.24.0.html#indexing
	/whatsnew/v0.24.0.rst#integer-addition-subtraction-with-datetimes-and-timedeltas-is-deprecated Integer addition/subtraction with datetimes and timedeltas is deprecated: whatsnew/v0.24.0.html#integer-addition-subtraction-with-datetimes-and-timedeltas-is-deprecated
	/whatsnew/v0.24.0.rst#interval           Interval                                : whatsnew/v0.24.0.html#interval
	/whatsnew/v0.24.0.rst#io                 IO                                      : whatsnew/v0.24.0.html#io
	/whatsnew/v0.24.0.rst#joining-with-two-multi-indexes Joining with two multi-indexes          : whatsnew/v0.24.0.html#joining-with-two-multi-indexes
	/whatsnew/v0.24.0.rst#missing            Missing                                 : whatsnew/v0.24.0.html#missing
	/whatsnew/v0.24.0.rst#multiindex         MultiIndex                              : whatsnew/v0.24.0.html#multiindex
	/whatsnew/v0.24.0.rst#new-styler-pipe-method New Styler.pipe() method                : whatsnew/v0.24.0.html#new-styler-pipe-method
	/whatsnew/v0.24.0.rst#numeric            Numeric                                 : whatsnew/v0.24.0.html#numeric
	/whatsnew/v0.24.0.rst#offsets            Offsets                                 : whatsnew/v0.24.0.html#offsets
	/whatsnew/v0.24.0.rst#optional-integer-na-support Optional integer NA support             : whatsnew/v0.24.0.html#optional-integer-na-support
	/whatsnew/v0.24.0.rst#os-linesep-is-used-for-line-terminator-of-dataframe-to-csv os.linesep is used for line_terminator of DataFrame.to_csv: whatsnew/v0.24.0.html#os-linesep-is-used-for-line-terminator-of-dataframe-to-csv
	/whatsnew/v0.24.0.rst#other              Other                                   : whatsnew/v0.24.0.html#other
	/whatsnew/v0.24.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.24.0.html#other-api-changes
	/whatsnew/v0.24.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.24.0.html#other-enhancements
	/whatsnew/v0.24.0.rst#pandas-array-a-new-top-level-method-for-creating-arrays pandas.array: a new top-level method for creating arrays: whatsnew/v0.24.0.html#pandas-array-a-new-top-level-method-for-creating-arrays
	/whatsnew/v0.24.0.rst#parsing-datetime-strings-with-timezone-offsets Parsing datetime strings with timezone offsets: whatsnew/v0.24.0.html#parsing-datetime-strings-with-timezone-offsets
	/whatsnew/v0.24.0.rst#parsing-mixed-timezones-with-read-csv Parsing mixed-timezones with read_csv() : whatsnew/v0.24.0.html#parsing-mixed-timezones-with-read-csv
	/whatsnew/v0.24.0.rst#passing-integer-data-and-a-timezone-to-datetimeindex Passing integer data and a timezone to DatetimeIndex: whatsnew/v0.24.0.html#passing-integer-data-and-a-timezone-to-datetimeindex
	/whatsnew/v0.24.0.rst#performance-improvements Performance improvements                : whatsnew/v0.24.0.html#performance-improvements
	/whatsnew/v0.24.0.rst#period-subtraction Period subtraction                      : whatsnew/v0.24.0.html#period-subtraction
	/whatsnew/v0.24.0.rst#plotting           Plotting                                : whatsnew/v0.24.0.html#plotting
	/whatsnew/v0.24.0.rst#proper-handling-of-np-nan-in-a-string-data-typed-column-with-the-python-engine Proper handling of np.NaN in a string data-typed column with the Python engine: whatsnew/v0.24.0.html#proper-handling-of-np-nan-in-a-string-data-typed-column-with-the-python-engine
	/whatsnew/v0.24.0.rst#raise-valueerror-in-dataframe-to-dict-orient-index Raise ValueError in DataFrame.to_dict(orient='index'): whatsnew/v0.24.0.html#raise-valueerror-in-dataframe-to-dict-orient-index
	/whatsnew/v0.24.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.24.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.24.0.rst#renaming-names-in-a-multiindex Renaming names in a MultiIndex          : whatsnew/v0.24.0.html#renaming-names-in-a-multiindex
	/whatsnew/v0.24.0.rst#reshaping          Reshaping                               : whatsnew/v0.24.0.html#reshaping
	/whatsnew/v0.24.0.rst#series-and-index-data-dtype-incompatibilities Series and Index data-dtype incompatibilities: whatsnew/v0.24.0.html#series-and-index-data-dtype-incompatibilities
	/whatsnew/v0.24.0.rst#series-unique-for-timezone-aware-data Series.unique for timezone-aware data   : whatsnew/v0.24.0.html#series-unique-for-timezone-aware-data
	/whatsnew/v0.24.0.rst#sparse             Sparse                                  : whatsnew/v0.24.0.html#sparse
	/whatsnew/v0.24.0.rst#sparse-data-structure-refactor Sparse data structure refactor          : whatsnew/v0.24.0.html#sparse-data-structure-refactor
	/whatsnew/v0.24.0.rst#storing-interval-and-period-data-in-series-and-dataframe Storing Interval and Period data in Series and DataFrame: whatsnew/v0.24.0.html#storing-interval-and-period-data-in-series-and-dataframe
	/whatsnew/v0.24.0.rst#strings            Strings                                 : whatsnew/v0.24.0.html#strings
	/whatsnew/v0.24.0.rst#style              Style                                   : whatsnew/v0.24.0.html#style
	/whatsnew/v0.24.0.rst#tick-dateoffset-normalize-restrictions Tick DateOffset normalize restrictions  : whatsnew/v0.24.0.html#tick-dateoffset-normalize-restrictions
	/whatsnew/v0.24.0.rst#time-values-in-dt-end-time-and-to-timestamp-how-end Time values in dt.end_time and to_timestamp(how='end'): whatsnew/v0.24.0.html#time-values-in-dt-end-time-and-to-timestamp-how-end
	/whatsnew/v0.24.0.rst#timedelta          Timedelta                               : whatsnew/v0.24.0.html#timedelta
	/whatsnew/v0.24.0.rst#timezones          Timezones                               : whatsnew/v0.24.0.html#timezones
	/whatsnew/v0.24.0.rst#what-s-new-in-0-24-0-january-25-2019 What's new in 0.24.0 (January 25, 2019) : whatsnew/v0.24.0.html#what-s-new-in-0-24-0-january-25-2019
	/whatsnew/v0.24.1.rst                    What's new in 0.24.1 (February 3, 2019) : whatsnew/v0.24.1.html
	/whatsnew/v0.24.1.rst#api-changes        API changes                             : whatsnew/v0.24.1.html#api-changes
	/whatsnew/v0.24.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.24.1.html#bug-fixes
	/whatsnew/v0.24.1.rst#changing-the-sort-parameter-for-index-set-operations Changing the sort parameter for Index set operations: whatsnew/v0.24.1.html#changing-the-sort-parameter-for-index-set-operations
	/whatsnew/v0.24.1.rst#contributors       Contributors                            : whatsnew/v0.24.1.html#contributors
	/whatsnew/v0.24.1.rst#fixed-regressions  Fixed regressions                       : whatsnew/v0.24.1.html#fixed-regressions
	/whatsnew/v0.24.1.rst#what-s-new-in-0-24-1-february-3-2019 What's new in 0.24.1 (February 3, 2019) : whatsnew/v0.24.1.html#what-s-new-in-0-24-1-february-3-2019
	/whatsnew/v0.24.2.rst                    What's new in 0.24.2 (March 12, 2019)   : whatsnew/v0.24.2.html
	/whatsnew/v0.24.2.rst#bug-fixes          Bug fixes                               : whatsnew/v0.24.2.html#bug-fixes
	/whatsnew/v0.24.2.rst#contributors       Contributors                            : whatsnew/v0.24.2.html#contributors
	/whatsnew/v0.24.2.rst#fixed-regressions  Fixed regressions                       : whatsnew/v0.24.2.html#fixed-regressions
	/whatsnew/v0.24.2.rst#what-s-new-in-0-24-2-march-12-2019 What's new in 0.24.2 (March 12, 2019)   : whatsnew/v0.24.2.html#what-s-new-in-0-24-2-march-12-2019
	/whatsnew/v0.25.0.rst                    What's new in 0.25.0 (July 18, 2019)    : whatsnew/v0.25.0.html
	/whatsnew/v0.25.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v0.25.0.html#backwards-incompatible-api-changes
	/whatsnew/v0.25.0.rst#better-repr-for-multiindex Better repr for MultiIndex              : whatsnew/v0.25.0.html#better-repr-for-multiindex
	/whatsnew/v0.25.0.rst#binary-ufuncs-on-series-now-align Binary ufuncs on Series now align       : whatsnew/v0.25.0.html#binary-ufuncs-on-series-now-align
	/whatsnew/v0.25.0.rst#bug-fixes          Bug fixes                               : whatsnew/v0.25.0.html#bug-fixes
	/whatsnew/v0.25.0.rst#build-changes      Build changes                           : whatsnew/v0.25.0.html#build-changes
	/whatsnew/v0.25.0.rst#categorical        Categorical                             : whatsnew/v0.25.0.html#categorical
	/whatsnew/v0.25.0.rst#categorical-argsort-now-places-missing-values-at-the-end Categorical.argsort now places missing values at the end: whatsnew/v0.25.0.html#categorical-argsort-now-places-missing-values-at-the-end
	/whatsnew/v0.25.0.rst#categorical-dtypes-are-preserved-during-groupby Categorical dtypes are preserved during GroupBy: whatsnew/v0.25.0.html#categorical-dtypes-are-preserved-during-groupby
	/whatsnew/v0.25.0.rst#column-order-is-preserved-when-passing-a-list-of-dicts-to-dataframe Column order is preserved when passing a list of dicts to DataFrame: whatsnew/v0.25.0.html#column-order-is-preserved-when-passing-a-list-of-dicts-to-dataframe
	/whatsnew/v0.25.0.rst#concatenating-sparse-values Concatenating sparse values             : whatsnew/v0.25.0.html#concatenating-sparse-values
	/whatsnew/v0.25.0.rst#contributors       Contributors                            : whatsnew/v0.25.0.html#contributors
	/whatsnew/v0.25.0.rst#conversion         Conversion                              : whatsnew/v0.25.0.html#conversion
	/whatsnew/v0.25.0.rst#dataframe-describe-on-an-empty-categorical-object-column-will-return-top-and-freq DataFrame describe on an empty Categorical / object column will return top and freq: whatsnew/v0.25.0.html#dataframe-describe-on-an-empty-categorical-object-column-will-return-top-and-freq
	/whatsnew/v0.25.0.rst#dataframe-groupby-ffill-bfill-no-longer-return-group-labels DataFrame GroupBy ffill/bfill no longer return group labels: whatsnew/v0.25.0.html#dataframe-groupby-ffill-bfill-no-longer-return-group-labels
	/whatsnew/v0.25.0.rst#datetimelike       Datetimelike                            : whatsnew/v0.25.0.html#datetimelike
	/whatsnew/v0.25.0.rst#deprecations       Deprecations                            : whatsnew/v0.25.0.html#deprecations
	/whatsnew/v0.25.0.rst#enhancements       Enhancements                            : whatsnew/v0.25.0.html#enhancements
	/whatsnew/v0.25.0.rst#extensionarray     ExtensionArray                          : whatsnew/v0.25.0.html#extensionarray
	/whatsnew/v0.25.0.rst#groupby-aggregation-with-multiple-lambdas GroupBy aggregation with multiple lambdas: whatsnew/v0.25.0.html#groupby-aggregation-with-multiple-lambdas
	/whatsnew/v0.25.0.rst#groupby-aggregation-with-relabeling GroupBy aggregation with relabeling     : whatsnew/v0.25.0.html#groupby-aggregation-with-relabeling
	/whatsnew/v0.25.0.rst#groupby-apply-on-dataframe-evaluates-first-group-only-once GroupBy.apply on DataFrame evaluates first group only once: whatsnew/v0.25.0.html#groupby-apply-on-dataframe-evaluates-first-group-only-once
	/whatsnew/v0.25.0.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.25.0.html#groupby-resample-rolling
	/whatsnew/v0.25.0.rst#incompatible-index-type-unions Incompatible Index type unions          : whatsnew/v0.25.0.html#incompatible-index-type-unions
	/whatsnew/v0.25.0.rst#increased-minimum-versions-for-dependencies Increased minimum versions for dependencies: whatsnew/v0.25.0.html#increased-minimum-versions-for-dependencies
	/whatsnew/v0.25.0.rst#indexing           Indexing                                : whatsnew/v0.25.0.html#indexing
	/whatsnew/v0.25.0.rst#indexing-an-intervalindex-with-interval-objects Indexing an IntervalIndex with Interval objects: whatsnew/v0.25.0.html#indexing-an-intervalindex-with-interval-objects
	/whatsnew/v0.25.0.rst#indexing-with-date-strings-with-utc-offsets Indexing with date strings with UTC offsets: whatsnew/v0.25.0.html#indexing-with-date-strings-with-utc-offsets
	/whatsnew/v0.25.0.rst#interval           Interval                                : whatsnew/v0.25.0.html#interval
	/whatsnew/v0.25.0.rst#io                 IO                                      : whatsnew/v0.25.0.html#io
	/whatsnew/v0.25.0.rst#json-normalize-with-max-level-param-support JSON normalize with max_level param support: whatsnew/v0.25.0.html#json-normalize-with-max-level-param-support
	/whatsnew/v0.25.0.rst#missing            Missing                                 : whatsnew/v0.25.0.html#missing
	/whatsnew/v0.25.0.rst#msgpack-format     msgpack format                          : whatsnew/v0.25.0.html#msgpack-format
	/whatsnew/v0.25.0.rst#multiindex         MultiIndex                              : whatsnew/v0.25.0.html#multiindex
	/whatsnew/v0.25.0.rst#multiindex-constructed-from-levels-and-codes MultiIndex constructed from levels and codes: whatsnew/v0.25.0.html#multiindex-constructed-from-levels-and-codes
	/whatsnew/v0.25.0.rst#numeric            Numeric                                 : whatsnew/v0.25.0.html#numeric
	/whatsnew/v0.25.0.rst#other              Other                                   : whatsnew/v0.25.0.html#other
	/whatsnew/v0.25.0.rst#other-api-changes  Other API changes                       : whatsnew/v0.25.0.html#other-api-changes
	/whatsnew/v0.25.0.rst#other-deprecations Other deprecations                      : whatsnew/v0.25.0.html#other-deprecations
	/whatsnew/v0.25.0.rst#other-enhancements Other enhancements                      : whatsnew/v0.25.0.html#other-enhancements
	/whatsnew/v0.25.0.rst#performance-improvements Performance improvements                : whatsnew/v0.25.0.html#performance-improvements
	/whatsnew/v0.25.0.rst#plotting           Plotting                                : whatsnew/v0.25.0.html#plotting
	/whatsnew/v0.25.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v0.25.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v0.25.0.rst#reshaping          Reshaping                               : whatsnew/v0.25.0.html#reshaping
	/whatsnew/v0.25.0.rst#series-explode-to-split-list-like-values-to-rows Series.explode to split list-like values to rows: whatsnew/v0.25.0.html#series-explode-to-split-list-like-values-to-rows
	/whatsnew/v0.25.0.rst#shorter-truncated-repr-for-series-and-dataframe Shorter truncated repr for Series and DataFrame: whatsnew/v0.25.0.html#shorter-truncated-repr-for-series-and-dataframe
	/whatsnew/v0.25.0.rst#sparse             Sparse                                  : whatsnew/v0.25.0.html#sparse
	/whatsnew/v0.25.0.rst#sparse-subclasses  Sparse subclasses                       : whatsnew/v0.25.0.html#sparse-subclasses
	/whatsnew/v0.25.0.rst#str-methods-now-call-repr-rather-than-vice-versa __str__ methods now call __repr__ rather than vice versa: whatsnew/v0.25.0.html#str-methods-now-call-repr-rather-than-vice-versa
	/whatsnew/v0.25.0.rst#strings            Strings                                 : whatsnew/v0.25.0.html#strings
	/whatsnew/v0.25.0.rst#the-str-accessor-performs-stricter-type-checks The .str-accessor performs stricter type checks: whatsnew/v0.25.0.html#the-str-accessor-performs-stricter-type-checks
	/whatsnew/v0.25.0.rst#timedelta          Timedelta                               : whatsnew/v0.25.0.html#timedelta
	/whatsnew/v0.25.0.rst#timezones          Timezones                               : whatsnew/v0.25.0.html#timezones
	/whatsnew/v0.25.0.rst#what-s-new-in-0-25-0-july-18-2019 What's new in 0.25.0 (July 18, 2019)    : whatsnew/v0.25.0.html#what-s-new-in-0-25-0-july-18-2019
	/whatsnew/v0.25.1.rst                    What's new in 0.25.1 (August 21, 2019)  : whatsnew/v0.25.1.html
	/whatsnew/v0.25.1.rst#bug-fixes          Bug fixes                               : whatsnew/v0.25.1.html#bug-fixes
	/whatsnew/v0.25.1.rst#categorical        Categorical                             : whatsnew/v0.25.1.html#categorical
	/whatsnew/v0.25.1.rst#contributors       Contributors                            : whatsnew/v0.25.1.html#contributors
	/whatsnew/v0.25.1.rst#conversion         Conversion                              : whatsnew/v0.25.1.html#conversion
	/whatsnew/v0.25.1.rst#datetimelike       Datetimelike                            : whatsnew/v0.25.1.html#datetimelike
	/whatsnew/v0.25.1.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.25.1.html#groupby-resample-rolling
	/whatsnew/v0.25.1.rst#indexing           Indexing                                : whatsnew/v0.25.1.html#indexing
	/whatsnew/v0.25.1.rst#interval           Interval                                : whatsnew/v0.25.1.html#interval
	/whatsnew/v0.25.1.rst#io                 IO                                      : whatsnew/v0.25.1.html#io
	/whatsnew/v0.25.1.rst#io-and-lzma        IO and LZMA                             : whatsnew/v0.25.1.html#io-and-lzma
	/whatsnew/v0.25.1.rst#missing            Missing                                 : whatsnew/v0.25.1.html#missing
	/whatsnew/v0.25.1.rst#numeric            Numeric                                 : whatsnew/v0.25.1.html#numeric
	/whatsnew/v0.25.1.rst#other              Other                                   : whatsnew/v0.25.1.html#other
	/whatsnew/v0.25.1.rst#plotting           Plotting                                : whatsnew/v0.25.1.html#plotting
	/whatsnew/v0.25.1.rst#reshaping          Reshaping                               : whatsnew/v0.25.1.html#reshaping
	/whatsnew/v0.25.1.rst#sparse             Sparse                                  : whatsnew/v0.25.1.html#sparse
	/whatsnew/v0.25.1.rst#timezones          Timezones                               : whatsnew/v0.25.1.html#timezones
	/whatsnew/v0.25.1.rst#what-s-new-in-0-25-1-august-21-2019 What's new in 0.25.1 (August 21, 2019)  : whatsnew/v0.25.1.html#what-s-new-in-0-25-1-august-21-2019
	/whatsnew/v0.25.2.rst                    What's new in 0.25.2 (October 15, 2019) : whatsnew/v0.25.2.html
	/whatsnew/v0.25.2.rst#bug-fixes          Bug fixes                               : whatsnew/v0.25.2.html#bug-fixes
	/whatsnew/v0.25.2.rst#contributors       Contributors                            : whatsnew/v0.25.2.html#contributors
	/whatsnew/v0.25.2.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.25.2.html#groupby-resample-rolling
	/whatsnew/v0.25.2.rst#indexing           Indexing                                : whatsnew/v0.25.2.html#indexing
	/whatsnew/v0.25.2.rst#io                 IO                                      : whatsnew/v0.25.2.html#io
	/whatsnew/v0.25.2.rst#other              Other                                   : whatsnew/v0.25.2.html#other
	/whatsnew/v0.25.2.rst#what-s-new-in-0-25-2-october-15-2019 What's new in 0.25.2 (October 15, 2019) : whatsnew/v0.25.2.html#what-s-new-in-0-25-2-october-15-2019
	/whatsnew/v0.25.3.rst                    What's new in 0.25.3 (October 31, 2019) : whatsnew/v0.25.3.html
	/whatsnew/v0.25.3.rst#bug-fixes          Bug fixes                               : whatsnew/v0.25.3.html#bug-fixes
	/whatsnew/v0.25.3.rst#contributors       Contributors                            : whatsnew/v0.25.3.html#contributors
	/whatsnew/v0.25.3.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v0.25.3.html#groupby-resample-rolling
	/whatsnew/v0.25.3.rst#what-s-new-in-0-25-3-october-31-2019 What's new in 0.25.3 (October 31, 2019) : whatsnew/v0.25.3.html#what-s-new-in-0-25-3-october-31-2019
	/whatsnew/v0.4.x.rst                     Versions 0.4.1 through 0.4.3 (September 25 - October 9, 2011): whatsnew/v0.4.x.html
	/whatsnew/v0.4.x.rst#contributors        Contributors                            : whatsnew/v0.4.x.html#contributors
	/whatsnew/v0.4.x.rst#new-features        New features                            : whatsnew/v0.4.x.html#new-features
	/whatsnew/v0.4.x.rst#performance-enhancements Performance enhancements                : whatsnew/v0.4.x.html#performance-enhancements
	/whatsnew/v0.4.x.rst#versions-0-4-1-through-0-4-3-september-25-october-9-2011 Versions 0.4.1 through 0.4.3 (September 25 - October 9, 2011): whatsnew/v0.4.x.html#versions-0-4-1-through-0-4-3-september-25-october-9-2011
	/whatsnew/v0.5.0.rst                     Version 0.5.0 (October 24, 2011)        : whatsnew/v0.5.0.html
	/whatsnew/v0.5.0.rst#contributors        Contributors                            : whatsnew/v0.5.0.html#contributors
	/whatsnew/v0.5.0.rst#new-features        New features                            : whatsnew/v0.5.0.html#new-features
	/whatsnew/v0.5.0.rst#performance-enhancements Performance enhancements                : whatsnew/v0.5.0.html#performance-enhancements
	/whatsnew/v0.5.0.rst#version-0-5-0-october-24-2011 Version 0.5.0 (October 24, 2011)        : whatsnew/v0.5.0.html#version-0-5-0-october-24-2011
	/whatsnew/v0.6.0.rst                     Version 0.6.0 (November 25, 2011)       : whatsnew/v0.6.0.html
	/whatsnew/v0.6.0.rst#contributors        Contributors                            : whatsnew/v0.6.0.html#contributors
	/whatsnew/v0.6.0.rst#new-features        New features                            : whatsnew/v0.6.0.html#new-features
	/whatsnew/v0.6.0.rst#performance-enhancements Performance enhancements                : whatsnew/v0.6.0.html#performance-enhancements
	/whatsnew/v0.6.0.rst#version-0-6-0-november-25-2011 Version 0.6.0 (November 25, 2011)       : whatsnew/v0.6.0.html#version-0-6-0-november-25-2011
	/whatsnew/v0.6.1.rst                     Version 0.6.1 (December 13, 2011)       : whatsnew/v0.6.1.html
	/whatsnew/v0.6.1.rst#contributors        Contributors                            : whatsnew/v0.6.1.html#contributors
	/whatsnew/v0.6.1.rst#new-features        New features                            : whatsnew/v0.6.1.html#new-features
	/whatsnew/v0.6.1.rst#performance-improvements Performance improvements                : whatsnew/v0.6.1.html#performance-improvements
	/whatsnew/v0.6.1.rst#version-0-6-1-december-13-2011 Version 0.6.1 (December 13, 2011)       : whatsnew/v0.6.1.html#version-0-6-1-december-13-2011
	/whatsnew/v0.7.0.rst                     Version 0.7.0 (February 9, 2012)        : whatsnew/v0.7.0.html
	/whatsnew/v0.7.0.rst#api-changes-to-integer-indexing API changes to integer indexing         : whatsnew/v0.7.0.html#api-changes-to-integer-indexing
	/whatsnew/v0.7.0.rst#api-tweaks-regarding-label-based-slicing API tweaks regarding label-based slicing: whatsnew/v0.7.0.html#api-tweaks-regarding-label-based-slicing
	/whatsnew/v0.7.0.rst#changes-to-series-operator Changes to Series [] operator           : whatsnew/v0.7.0.html#changes-to-series-operator
	/whatsnew/v0.7.0.rst#contributors        Contributors                            : whatsnew/v0.7.0.html#contributors
	/whatsnew/v0.7.0.rst#new-features        New features                            : whatsnew/v0.7.0.html#new-features
	/whatsnew/v0.7.0.rst#other-api-changes   Other API changes                       : whatsnew/v0.7.0.html#other-api-changes
	/whatsnew/v0.7.0.rst#performance-improvements Performance improvements                : whatsnew/v0.7.0.html#performance-improvements
	/whatsnew/v0.7.0.rst#version-0-7-0-february-9-2012 Version 0.7.0 (February 9, 2012)        : whatsnew/v0.7.0.html#version-0-7-0-february-9-2012
	/whatsnew/v0.7.1.rst                     Version 0.7.1 (February 29, 2012)       : whatsnew/v0.7.1.html
	/whatsnew/v0.7.1.rst#contributors        Contributors                            : whatsnew/v0.7.1.html#contributors
	/whatsnew/v0.7.1.rst#new-features        New features                            : whatsnew/v0.7.1.html#new-features
	/whatsnew/v0.7.1.rst#performance-improvements Performance improvements                : whatsnew/v0.7.1.html#performance-improvements
	/whatsnew/v0.7.1.rst#version-0-7-1-february-29-2012 Version 0.7.1 (February 29, 2012)       : whatsnew/v0.7.1.html#version-0-7-1-february-29-2012
	/whatsnew/v0.7.2.rst                     Version 0.7.2 (March 16, 2012)          : whatsnew/v0.7.2.html
	/whatsnew/v0.7.2.rst#contributors        Contributors                            : whatsnew/v0.7.2.html#contributors
	/whatsnew/v0.7.2.rst#new-features        New features                            : whatsnew/v0.7.2.html#new-features
	/whatsnew/v0.7.2.rst#performance-improvements Performance improvements                : whatsnew/v0.7.2.html#performance-improvements
	/whatsnew/v0.7.2.rst#version-0-7-2-march-16-2012 Version 0.7.2 (March 16, 2012)          : whatsnew/v0.7.2.html#version-0-7-2-march-16-2012
	/whatsnew/v0.7.3.rst                     Version 0.7.3 (April 12, 2012)          : whatsnew/v0.7.3.html
	/whatsnew/v0.7.3.rst#contributors        Contributors                            : whatsnew/v0.7.3.html#contributors
	/whatsnew/v0.7.3.rst#na-boolean-comparison-api-change NA boolean comparison API change        : whatsnew/v0.7.3.html#na-boolean-comparison-api-change
	/whatsnew/v0.7.3.rst#new-features        New features                            : whatsnew/v0.7.3.html#new-features
	/whatsnew/v0.7.3.rst#other-api-changes   Other API changes                       : whatsnew/v0.7.3.html#other-api-changes
	/whatsnew/v0.7.3.rst#version-0-7-3-april-12-2012 Version 0.7.3 (April 12, 2012)          : whatsnew/v0.7.3.html#version-0-7-3-april-12-2012
	/whatsnew/v0.8.0.rst                     Version 0.8.0 (June 29, 2012)           : whatsnew/v0.8.0.html
	/whatsnew/v0.8.0.rst#contributors        Contributors                            : whatsnew/v0.8.0.html#contributors
	/whatsnew/v0.8.0.rst#new-plotting-methods New plotting methods                    : whatsnew/v0.8.0.html#new-plotting-methods
	/whatsnew/v0.8.0.rst#numpy-datetime64-dtype-and-1-6-dependency NumPy datetime64 dtype and 1.6 dependency: whatsnew/v0.8.0.html#numpy-datetime64-dtype-and-1-6-dependency
	/whatsnew/v0.8.0.rst#other-api-changes   Other API changes                       : whatsnew/v0.8.0.html#other-api-changes
	/whatsnew/v0.8.0.rst#other-new-features  Other new features                      : whatsnew/v0.8.0.html#other-new-features
	/whatsnew/v0.8.0.rst#potential-porting-issues-for-pandas-0-7-3-users Potential porting issues for pandas <= 0.7.3 users: whatsnew/v0.8.0.html#potential-porting-issues-for-pandas-0-7-3-users
	/whatsnew/v0.8.0.rst#support-for-non-unique-indexes Support for non-unique indexes          : whatsnew/v0.8.0.html#support-for-non-unique-indexes
	/whatsnew/v0.8.0.rst#time-series-changes-and-improvements Time Series changes and improvements    : whatsnew/v0.8.0.html#time-series-changes-and-improvements
	/whatsnew/v0.8.0.rst#version-0-8-0-june-29-2012 Version 0.8.0 (June 29, 2012)           : whatsnew/v0.8.0.html#version-0-8-0-june-29-2012
	/whatsnew/v0.8.1.rst                     Version 0.8.1 (July 22, 2012)           : whatsnew/v0.8.1.html
	/whatsnew/v0.8.1.rst#contributors        Contributors                            : whatsnew/v0.8.1.html#contributors
	/whatsnew/v0.8.1.rst#new-features        New features                            : whatsnew/v0.8.1.html#new-features
	/whatsnew/v0.8.1.rst#performance-improvements Performance improvements                : whatsnew/v0.8.1.html#performance-improvements
	/whatsnew/v0.8.1.rst#version-0-8-1-july-22-2012 Version 0.8.1 (July 22, 2012)           : whatsnew/v0.8.1.html#version-0-8-1-july-22-2012
	/whatsnew/v0.9.0.rst                     Version 0.9.0 (October 7, 2012)         : whatsnew/v0.9.0.html
	/whatsnew/v0.9.0.rst#api-changes         API changes                             : whatsnew/v0.9.0.html#api-changes
	/whatsnew/v0.9.0.rst#contributors        Contributors                            : whatsnew/v0.9.0.html#contributors
	/whatsnew/v0.9.0.rst#new-features        New features                            : whatsnew/v0.9.0.html#new-features
	/whatsnew/v0.9.0.rst#version-0-9-0-october-7-2012 Version 0.9.0 (October 7, 2012)         : whatsnew/v0.9.0.html#version-0-9-0-october-7-2012
	/whatsnew/v0.9.1.rst                     Version 0.9.1 (November 14, 2012)       : whatsnew/v0.9.1.html
	/whatsnew/v0.9.1.rst#api-changes         API changes                             : whatsnew/v0.9.1.html#api-changes
	/whatsnew/v0.9.1.rst#contributors        Contributors                            : whatsnew/v0.9.1.html#contributors
	/whatsnew/v0.9.1.rst#new-features        New features                            : whatsnew/v0.9.1.html#new-features
	/whatsnew/v0.9.1.rst#version-0-9-1-november-14-2012 Version 0.9.1 (November 14, 2012)       : whatsnew/v0.9.1.html#version-0-9-1-november-14-2012
	/whatsnew/v1.0.0.rst                     What's new in 1.0.0 (January 29, 2020)  : whatsnew/v1.0.0.html
	/whatsnew/v1.0.0.rst#arrays-integerarray-comparisons-return-arrays-booleanarray arrays.IntegerArray comparisons return arrays.BooleanArray: whatsnew/v1.0.0.html#arrays-integerarray-comparisons-return-arrays-booleanarray
	/whatsnew/v1.0.0.rst#arrays-integerarray-now-uses-pandas-na arrays.IntegerArray now uses pandas.NA  : whatsnew/v1.0.0.html#arrays-integerarray-now-uses-pandas-na
	/whatsnew/v1.0.0.rst#avoid-using-names-from-multiindex-levels Avoid using names from MultiIndex.levels: whatsnew/v1.0.0.html#avoid-using-names-from-multiindex-levels
	/whatsnew/v1.0.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v1.0.0.html#backwards-incompatible-api-changes
	/whatsnew/v1.0.0.rst#boolean-data-type-with-missing-values-support Boolean data type with missing values support: whatsnew/v1.0.0.html#boolean-data-type-with-missing-values-support
	/whatsnew/v1.0.0.rst#bug-fixes           Bug fixes                               : whatsnew/v1.0.0.html#bug-fixes
	/whatsnew/v1.0.0.rst#build-changes       Build changes                           : whatsnew/v1.0.0.html#build-changes
	/whatsnew/v1.0.0.rst#by-default-categorical-min-now-returns-the-minimum-instead-of-np-nan By default Categorical.min() now returns the minimum instead of np.nan: whatsnew/v1.0.0.html#by-default-categorical-min-now-returns-the-minimum-instead-of-np-nan
	/whatsnew/v1.0.0.rst#categorical         Categorical                             : whatsnew/v1.0.0.html#categorical
	/whatsnew/v1.0.0.rst#contributors        Contributors                            : whatsnew/v1.0.0.html#contributors
	/whatsnew/v1.0.0.rst#conversion          Conversion                              : whatsnew/v1.0.0.html#conversion
	/whatsnew/v1.0.0.rst#converting-to-markdown Converting to markdown                  : whatsnew/v1.0.0.html#converting-to-markdown
	/whatsnew/v1.0.0.rst#dataframe-rename-now-only-accepts-one-positional-argument DataFrame.rename now only accepts one positional argument: whatsnew/v1.0.0.html#dataframe-rename-now-only-accepts-one-positional-argument
	/whatsnew/v1.0.0.rst#datetimelike        Datetimelike                            : whatsnew/v1.0.0.html#datetimelike
	/whatsnew/v1.0.0.rst#dedicated-string-data-type Dedicated string data type              : whatsnew/v1.0.0.html#dedicated-string-data-type
	/whatsnew/v1.0.0.rst#default-dtype-of-empty-pandas-series Default dtype of empty pandas.Series    : whatsnew/v1.0.0.html#default-dtype-of-empty-pandas-series
	/whatsnew/v1.0.0.rst#defining-custom-windows-for-rolling-operations Defining custom windows for rolling operations: whatsnew/v1.0.0.html#defining-custom-windows-for-rolling-operations
	/whatsnew/v1.0.0.rst#deprecations        Deprecations                            : whatsnew/v1.0.0.html#deprecations
	/whatsnew/v1.0.0.rst#documentation-improvements Documentation improvements              : whatsnew/v1.0.0.html#documentation-improvements
	/whatsnew/v1.0.0.rst#enhancements        Enhancements                            : whatsnew/v1.0.0.html#enhancements
	/whatsnew/v1.0.0.rst#experimental-na-scalar-to-denote-missing-values Experimental NA scalar to denote missing values: whatsnew/v1.0.0.html#experimental-na-scalar-to-denote-missing-values
	/whatsnew/v1.0.0.rst#experimental-new-features Experimental new features               : whatsnew/v1.0.0.html#experimental-new-features
	/whatsnew/v1.0.0.rst#extended-verbose-info-output-for-dataframe Extended verbose info output for DataFrame: whatsnew/v1.0.0.html#extended-verbose-info-output-for-dataframe
	/whatsnew/v1.0.0.rst#extensionarray      ExtensionArray                          : whatsnew/v1.0.0.html#extensionarray
	/whatsnew/v1.0.0.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v1.0.0.html#groupby-resample-rolling
	/whatsnew/v1.0.0.rst#increased-minimum-version-for-python Increased minimum version for Python    : whatsnew/v1.0.0.html#increased-minimum-version-for-python
	/whatsnew/v1.0.0.rst#increased-minimum-versions-for-dependencies Increased minimum versions for dependencies: whatsnew/v1.0.0.html#increased-minimum-versions-for-dependencies
	/whatsnew/v1.0.0.rst#indexing            Indexing                                : whatsnew/v1.0.0.html#indexing
	/whatsnew/v1.0.0.rst#interval            Interval                                : whatsnew/v1.0.0.html#interval
	/whatsnew/v1.0.0.rst#io                  IO                                      : whatsnew/v1.0.0.html#io
	/whatsnew/v1.0.0.rst#method-convert-dtypes-to-ease-use-of-supported-extension-dtypes Method convert_dtypes to ease use of supported extension dtypes: whatsnew/v1.0.0.html#method-convert-dtypes-to-ease-use-of-supported-extension-dtypes
	/whatsnew/v1.0.0.rst#missing             Missing                                 : whatsnew/v1.0.0.html#missing
	/whatsnew/v1.0.0.rst#multiindex          MultiIndex                              : whatsnew/v1.0.0.html#multiindex
	/whatsnew/v1.0.0.rst#new-deprecation-policy New deprecation policy                  : whatsnew/v1.0.0.html#new-deprecation-policy
	/whatsnew/v1.0.0.rst#new-repr-for-intervalarray New repr for IntervalArray              : whatsnew/v1.0.0.html#new-repr-for-intervalarray
	/whatsnew/v1.0.0.rst#numeric             Numeric                                 : whatsnew/v1.0.0.html#numeric
	/whatsnew/v1.0.0.rst#other               Other                                   : whatsnew/v1.0.0.html#other
	/whatsnew/v1.0.0.rst#other-api-changes   Other API changes                       : whatsnew/v1.0.0.html#other-api-changes
	/whatsnew/v1.0.0.rst#other-enhancements  Other enhancements                      : whatsnew/v1.0.0.html#other-enhancements
	/whatsnew/v1.0.0.rst#pandas-array-inference-changes pandas.array() inference changes        : whatsnew/v1.0.0.html#pandas-array-inference-changes
	/whatsnew/v1.0.0.rst#performance-improvements Performance improvements                : whatsnew/v1.0.0.html#performance-improvements
	/whatsnew/v1.0.0.rst#plotting            Plotting                                : whatsnew/v1.0.0.html#plotting
	/whatsnew/v1.0.0.rst#removal-of-prior-version-deprecations-changes Removal of prior version deprecations/changes: whatsnew/v1.0.0.html#removal-of-prior-version-deprecations-changes
	/whatsnew/v1.0.0.rst#reshaping           Reshaping                               : whatsnew/v1.0.0.html#reshaping
	/whatsnew/v1.0.0.rst#result-dtype-inference-changes-for-resample-operations Result dtype inference changes for resample operations: whatsnew/v1.0.0.html#result-dtype-inference-changes-for-resample-operations
	/whatsnew/v1.0.0.rst#sparse              Sparse                                  : whatsnew/v1.0.0.html#sparse
	/whatsnew/v1.0.0.rst#strings             Strings                                 : whatsnew/v1.0.0.html#strings
	/whatsnew/v1.0.0.rst#timedelta           Timedelta                               : whatsnew/v1.0.0.html#timedelta
	/whatsnew/v1.0.0.rst#timezones           Timezones                               : whatsnew/v1.0.0.html#timezones
	/whatsnew/v1.0.0.rst#using-numba-in-rolling-apply-and-expanding-apply Using Numba in rolling.apply and expanding.apply: whatsnew/v1.0.0.html#using-numba-in-rolling-apply-and-expanding-apply
	/whatsnew/v1.0.0.rst#what-s-new-in-1-0-0-january-29-2020 What's new in 1.0.0 (January 29, 2020)  : whatsnew/v1.0.0.html#what-s-new-in-1-0-0-january-29-2020
	/whatsnew/v1.0.1.rst                     What's new in 1.0.1 (February 5, 2020)  : whatsnew/v1.0.1.html
	/whatsnew/v1.0.1.rst#bug-fixes           Bug fixes                               : whatsnew/v1.0.1.html#bug-fixes
	/whatsnew/v1.0.1.rst#contributors        Contributors                            : whatsnew/v1.0.1.html#contributors
	/whatsnew/v1.0.1.rst#deprecations        Deprecations                            : whatsnew/v1.0.1.html#deprecations
	/whatsnew/v1.0.1.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.0.1.html#fixed-regressions
	/whatsnew/v1.0.1.rst#what-s-new-in-1-0-1-february-5-2020 What's new in 1.0.1 (February 5, 2020)  : whatsnew/v1.0.1.html#what-s-new-in-1-0-1-february-5-2020
	/whatsnew/v1.0.2.rst                     What's new in 1.0.2 (March 12, 2020)    : whatsnew/v1.0.2.html
	/whatsnew/v1.0.2.rst#bug-fixes           Bug fixes                               : whatsnew/v1.0.2.html#bug-fixes
	/whatsnew/v1.0.2.rst#contributors        Contributors                            : whatsnew/v1.0.2.html#contributors
	/whatsnew/v1.0.2.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.0.2.html#fixed-regressions
	/whatsnew/v1.0.2.rst#indexing-with-nullable-boolean-arrays Indexing with nullable boolean arrays   : whatsnew/v1.0.2.html#indexing-with-nullable-boolean-arrays
	/whatsnew/v1.0.2.rst#what-s-new-in-1-0-2-march-12-2020 What's new in 1.0.2 (March 12, 2020)    : whatsnew/v1.0.2.html#what-s-new-in-1-0-2-march-12-2020
	/whatsnew/v1.0.3.rst                     What's new in 1.0.3 (March 17, 2020)    : whatsnew/v1.0.3.html
	/whatsnew/v1.0.3.rst#bug-fixes           Bug fixes                               : whatsnew/v1.0.3.html#bug-fixes
	/whatsnew/v1.0.3.rst#contributors        Contributors                            : whatsnew/v1.0.3.html#contributors
	/whatsnew/v1.0.3.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.0.3.html#fixed-regressions
	/whatsnew/v1.0.3.rst#what-s-new-in-1-0-3-march-17-2020 What's new in 1.0.3 (March 17, 2020)    : whatsnew/v1.0.3.html#what-s-new-in-1-0-3-march-17-2020
	/whatsnew/v1.0.4.rst                     What's new in 1.0.4 (May 28, 2020)      : whatsnew/v1.0.4.html
	/whatsnew/v1.0.4.rst#bug-fixes           Bug fixes                               : whatsnew/v1.0.4.html#bug-fixes
	/whatsnew/v1.0.4.rst#contributors        Contributors                            : whatsnew/v1.0.4.html#contributors
	/whatsnew/v1.0.4.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.0.4.html#fixed-regressions
	/whatsnew/v1.0.4.rst#what-s-new-in-1-0-4-may-28-2020 What's new in 1.0.4 (May 28, 2020)      : whatsnew/v1.0.4.html#what-s-new-in-1-0-4-may-28-2020
	/whatsnew/v1.0.5.rst                     What's new in 1.0.5 (June 17, 2020)     : whatsnew/v1.0.5.html
	/whatsnew/v1.0.5.rst#bug-fixes           Bug fixes                               : whatsnew/v1.0.5.html#bug-fixes
	/whatsnew/v1.0.5.rst#contributors        Contributors                            : whatsnew/v1.0.5.html#contributors
	/whatsnew/v1.0.5.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.0.5.html#fixed-regressions
	/whatsnew/v1.0.5.rst#what-s-new-in-1-0-5-june-17-2020 What's new in 1.0.5 (June 17, 2020)     : whatsnew/v1.0.5.html#what-s-new-in-1-0-5-june-17-2020
	/whatsnew/v1.1.0.rst                     What's new in 1.1.0 (July 28, 2020)     : whatsnew/v1.1.0.html
	/whatsnew/v1.1.0.rst#added-check-freq-argument-to-testing-assert-frame-equal-and-testing-assert-series-equal Added check_freq argument to testing.assert_frame_equal and testing.assert_series_equal: whatsnew/v1.1.0.html#added-check-freq-argument-to-testing-assert-frame-equal-and-testing-assert-series-equal
	/whatsnew/v1.1.0.rst#agg-lost-results-with-as-index-false-when-relabeling-columns agg() lost results with as_index=False when relabeling columns: whatsnew/v1.1.0.html#agg-lost-results-with-as-index-false-when-relabeling-columns
	/whatsnew/v1.1.0.rst#all-dtypes-can-now-be-converted-to-stringdtype All dtypes can now be converted to StringDtype: whatsnew/v1.1.0.html#all-dtypes-can-now-be-converted-to-stringdtype
	/whatsnew/v1.1.0.rst#allow-na-in-groupby-key Allow NA in groupby key                 : whatsnew/v1.1.0.html#allow-na-in-groupby-key
	/whatsnew/v1.1.0.rst#apply-and-applymap-on-dataframe-evaluates-first-row-column-only-once apply and applymap on DataFrame evaluates first row/column only once: whatsnew/v1.1.0.html#apply-and-applymap-on-dataframe-evaluates-first-row-column-only-once
	/whatsnew/v1.1.0.rst#assignment-to-multiple-columns-of-a-dataframe-when-some-columns-do-not-exist Assignment to multiple columns of a DataFrame when some columns do not exist: whatsnew/v1.1.0.html#assignment-to-multiple-columns-of-a-dataframe-when-some-columns-do-not-exist
	/whatsnew/v1.1.0.rst#backwards-incompatible-api-changes Backwards incompatible API changes      : whatsnew/v1.1.0.html#backwards-incompatible-api-changes
	/whatsnew/v1.1.0.rst#bug-fixes           Bug fixes                               : whatsnew/v1.1.0.html#bug-fixes
	/whatsnew/v1.1.0.rst#categorical         Categorical                             : whatsnew/v1.1.0.html#categorical
	/whatsnew/v1.1.0.rst#comparing-two-dataframe-or-two-series-and-summarizing-the-differences Comparing two DataFrame or two Series and summarizing the differences: whatsnew/v1.1.0.html#comparing-two-dataframe-or-two-series-and-summarizing-the-differences
	/whatsnew/v1.1.0.rst#consistency-across-groupby-reductions Consistency across groupby reductions   : whatsnew/v1.1.0.html#consistency-across-groupby-reductions
	/whatsnew/v1.1.0.rst#contributors        Contributors                            : whatsnew/v1.1.0.html#contributors
	/whatsnew/v1.1.0.rst#conversion          Conversion                              : whatsnew/v1.1.0.html#conversion
	/whatsnew/v1.1.0.rst#dataframe-merge-preserves-right-frame-s-row-order DataFrame.merge() preserves right frame's row order: whatsnew/v1.1.0.html#dataframe-merge-preserves-right-frame-s-row-order
	/whatsnew/v1.1.0.rst#datetimelike        Datetimelike                            : whatsnew/v1.1.0.html#datetimelike
	/whatsnew/v1.1.0.rst#deprecations        Deprecations                            : whatsnew/v1.1.0.html#deprecations
	/whatsnew/v1.1.0.rst#development-changes Development changes                     : whatsnew/v1.1.0.html#development-changes
	/whatsnew/v1.1.0.rst#enhancements        Enhancements                            : whatsnew/v1.1.0.html#enhancements
	/whatsnew/v1.1.0.rst#extensionarray      ExtensionArray                          : whatsnew/v1.1.0.html#extensionarray
	/whatsnew/v1.1.0.rst#failed-integer-lookups-on-multiindex-raise-keyerror Failed Integer Lookups on MultiIndex Raise KeyError: whatsnew/v1.1.0.html#failed-integer-lookups-on-multiindex-raise-keyerror
	/whatsnew/v1.1.0.rst#failed-label-based-lookups-always-raise-keyerror Failed label-based lookups always raise KeyError: whatsnew/v1.1.0.html#failed-label-based-lookups-always-raise-keyerror
	/whatsnew/v1.1.0.rst#fold-argument-support-in-timestamp-constructor Fold argument support in Timestamp constructor: whatsnew/v1.1.0.html#fold-argument-support-in-timestamp-constructor
	/whatsnew/v1.1.0.rst#fsspec-now-used-for-filesystem-handling fsspec now used for filesystem handling : whatsnew/v1.1.0.html#fsspec-now-used-for-filesystem-handling
	/whatsnew/v1.1.0.rst#groupby-resample-rolling GroupBy/resample/rolling                : whatsnew/v1.1.0.html#groupby-resample-rolling
	/whatsnew/v1.1.0.rst#grouper-and-resample-now-supports-the-arguments-origin-and-offset Grouper and resample now supports the arguments origin and offset: whatsnew/v1.1.0.html#grouper-and-resample-now-supports-the-arguments-origin-and-offset
	/whatsnew/v1.1.0.rst#increased-minimum-versions-for-dependencies Increased minimum versions for dependencies: whatsnew/v1.1.0.html#increased-minimum-versions-for-dependencies
	/whatsnew/v1.1.0.rst#indexing            Indexing                                : whatsnew/v1.1.0.html#indexing
	/whatsnew/v1.1.0.rst#interval            Interval                                : whatsnew/v1.1.0.html#interval
	/whatsnew/v1.1.0.rst#io                  IO                                      : whatsnew/v1.1.0.html#io
	/whatsnew/v1.1.0.rst#keyerrors-raised-by-loc-specify-missing-labels KeyErrors raised by loc specify missing labels: whatsnew/v1.1.0.html#keyerrors-raised-by-loc-specify-missing-labels
	/whatsnew/v1.1.0.rst#missing             Missing                                 : whatsnew/v1.1.0.html#missing
	/whatsnew/v1.1.0.rst#multiindex          MultiIndex                              : whatsnew/v1.1.0.html#multiindex
	/whatsnew/v1.1.0.rst#multiindex-get-indexer-interprets-method-argument-correctly MultiIndex.get_indexer interprets method argument correctly: whatsnew/v1.1.0.html#multiindex-get-indexer-interprets-method-argument-correctly
	/whatsnew/v1.1.0.rst#non-monotonic-periodindex-partial-string-slicing Non-monotonic PeriodIndex partial string slicing: whatsnew/v1.1.0.html#non-monotonic-periodindex-partial-string-slicing
	/whatsnew/v1.1.0.rst#notable-bug-fixes   Notable bug fixes                       : whatsnew/v1.1.0.html#notable-bug-fixes
	/whatsnew/v1.1.0.rst#numeric             Numeric                                 : whatsnew/v1.1.0.html#numeric
	/whatsnew/v1.1.0.rst#other               Other                                   : whatsnew/v1.1.0.html#other
	/whatsnew/v1.1.0.rst#other-enhancements  Other enhancements                      : whatsnew/v1.1.0.html#other-enhancements
	/whatsnew/v1.1.0.rst#parsing-timezone-aware-format-with-different-timezones-in-to-datetime Parsing timezone-aware format with different timezones in to_datetime: whatsnew/v1.1.0.html#parsing-timezone-aware-format-with-different-timezones-in-to-datetime
	/whatsnew/v1.1.0.rst#performance-improvements Performance improvements                : whatsnew/v1.1.0.html#performance-improvements
	/whatsnew/v1.1.0.rst#plotting            Plotting                                : whatsnew/v1.1.0.html#plotting
	/whatsnew/v1.1.0.rst#reshaping           Reshaping                               : whatsnew/v1.1.0.html#reshaping
	/whatsnew/v1.1.0.rst#sorting-with-keys   Sorting with keys                       : whatsnew/v1.1.0.html#sorting-with-keys
	/whatsnew/v1.1.0.rst#sparse              Sparse                                  : whatsnew/v1.1.0.html#sparse
	/whatsnew/v1.1.0.rst#strings             Strings                                 : whatsnew/v1.1.0.html#strings
	/whatsnew/v1.1.0.rst#timedelta           Timedelta                               : whatsnew/v1.1.0.html#timedelta
	/whatsnew/v1.1.0.rst#timezones           Timezones                               : whatsnew/v1.1.0.html#timezones
	/whatsnew/v1.1.0.rst#what-s-new-in-1-1-0-july-28-2020 What's new in 1.1.0 (July 28, 2020)     : whatsnew/v1.1.0.html#what-s-new-in-1-1-0-july-28-2020
	/whatsnew/v1.1.1.rst                     What's new in 1.1.1 (August 20, 2020)   : whatsnew/v1.1.1.html
	/whatsnew/v1.1.1.rst#bug-fixes           Bug fixes                               : whatsnew/v1.1.1.html#bug-fixes
	/whatsnew/v1.1.1.rst#contributors        Contributors                            : whatsnew/v1.1.1.html#contributors
	/whatsnew/v1.1.1.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.1.1.html#fixed-regressions
	/whatsnew/v1.1.1.rst#what-s-new-in-1-1-1-august-20-2020 What's new in 1.1.1 (August 20, 2020)   : whatsnew/v1.1.1.html#what-s-new-in-1-1-1-august-20-2020
	/whatsnew/v1.1.2.rst                     What's new in 1.1.2 (September 8, 2020) : whatsnew/v1.1.2.html
	/whatsnew/v1.1.2.rst#bug-fixes           Bug fixes                               : whatsnew/v1.1.2.html#bug-fixes
	/whatsnew/v1.1.2.rst#contributors        Contributors                            : whatsnew/v1.1.2.html#contributors
	/whatsnew/v1.1.2.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.1.2.html#fixed-regressions
	/whatsnew/v1.1.2.rst#other               Other                                   : whatsnew/v1.1.2.html#other
	/whatsnew/v1.1.2.rst#what-s-new-in-1-1-2-september-8-2020 What's new in 1.1.2 (September 8, 2020) : whatsnew/v1.1.2.html#what-s-new-in-1-1-2-september-8-2020
	/whatsnew/v1.1.3.rst                     What's new in 1.1.3 (October 5, 2020)   : whatsnew/v1.1.3.html
	/whatsnew/v1.1.3.rst#added-support-for-new-python-version Added support for new Python version    : whatsnew/v1.1.3.html#added-support-for-new-python-version
	/whatsnew/v1.1.3.rst#bug-fixes           Bug fixes                               : whatsnew/v1.1.3.html#bug-fixes
	/whatsnew/v1.1.3.rst#contributors        Contributors                            : whatsnew/v1.1.3.html#contributors
	/whatsnew/v1.1.3.rst#development-changes Development Changes                     : whatsnew/v1.1.3.html#development-changes
	/whatsnew/v1.1.3.rst#enhancements        Enhancements                            : whatsnew/v1.1.3.html#enhancements
	/whatsnew/v1.1.3.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.1.3.html#fixed-regressions
	/whatsnew/v1.1.3.rst#other               Other                                   : whatsnew/v1.1.3.html#other
	/whatsnew/v1.1.3.rst#what-s-new-in-1-1-3-october-5-2020 What's new in 1.1.3 (October 5, 2020)   : whatsnew/v1.1.3.html#what-s-new-in-1-1-3-october-5-2020
	/whatsnew/v1.1.4.rst                     What's new in 1.1.4 (October 30, 2020)  : whatsnew/v1.1.4.html
	/whatsnew/v1.1.4.rst#bug-fixes           Bug fixes                               : whatsnew/v1.1.4.html#bug-fixes
	/whatsnew/v1.1.4.rst#contributors        Contributors                            : whatsnew/v1.1.4.html#contributors
	/whatsnew/v1.1.4.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.1.4.html#fixed-regressions
	/whatsnew/v1.1.4.rst#what-s-new-in-1-1-4-october-30-2020 What's new in 1.1.4 (October 30, 2020)  : whatsnew/v1.1.4.html#what-s-new-in-1-1-4-october-30-2020
	/whatsnew/v1.1.5.rst                     What's new in 1.1.5 (December 07, 2020) : whatsnew/v1.1.5.html
	/whatsnew/v1.1.5.rst#bug-fixes           Bug fixes                               : whatsnew/v1.1.5.html#bug-fixes
	/whatsnew/v1.1.5.rst#contributors        Contributors                            : whatsnew/v1.1.5.html#contributors
	/whatsnew/v1.1.5.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.1.5.html#fixed-regressions
	/whatsnew/v1.1.5.rst#other               Other                                   : whatsnew/v1.1.5.html#other
	/whatsnew/v1.1.5.rst#what-s-new-in-1-1-5-december-07-2020 What's new in 1.1.5 (December 07, 2020) : whatsnew/v1.1.5.html#what-s-new-in-1-1-5-december-07-2020
	/whatsnew/v1.2.0.rst                     What's new in 1.2.0 (December 26, 2020) : whatsnew/v1.2.0.html
	/whatsnew/v1.2.0.rst#bug-fixes           Bug fixes                               : whatsnew/v1.2.0.html#bug-fixes
	/whatsnew/v1.2.0.rst#categorical         Categorical                             : whatsnew/v1.2.0.html#categorical
	/whatsnew/v1.2.0.rst#change-in-default-floating-precision-for-read-csv-and-read-table Change in default floating precision for read_csv and read_table: whatsnew/v1.2.0.html#change-in-default-floating-precision-for-read-csv-and-read-table
	/whatsnew/v1.2.0.rst#consistency-of-dataframe-reductions Consistency of DataFrame Reductions     : whatsnew/v1.2.0.html#consistency-of-dataframe-reductions
	/whatsnew/v1.2.0.rst#contributors        Contributors                            : whatsnew/v1.2.0.html#contributors
	/whatsnew/v1.2.0.rst#conversion          Conversion                              : whatsnew/v1.2.0.html#conversion
	/whatsnew/v1.2.0.rst#datetime-like       Datetime-like                           : whatsnew/v1.2.0.html#datetime-like
	/whatsnew/v1.2.0.rst#deprecations        Deprecations                            : whatsnew/v1.2.0.html#deprecations
	/whatsnew/v1.2.0.rst#enhancements        Enhancements                            : whatsnew/v1.2.0.html#enhancements
	/whatsnew/v1.2.0.rst#experimental-nullable-data-types-for-float-data Experimental nullable data types for float data: whatsnew/v1.2.0.html#experimental-nullable-data-types-for-float-data
	/whatsnew/v1.2.0.rst#extensionarray      ExtensionArray                          : whatsnew/v1.2.0.html#extensionarray
	/whatsnew/v1.2.0.rst#groupby-resample-rolling Groupby/resample/rolling                : whatsnew/v1.2.0.html#groupby-resample-rolling
	/whatsnew/v1.2.0.rst#groupby-supports-ewm-operations-directly GroupBy supports EWM operations directly: whatsnew/v1.2.0.html#groupby-supports-ewm-operations-directly
	/whatsnew/v1.2.0.rst#i-o                 I/O                                     : whatsnew/v1.2.0.html#i-o
	/whatsnew/v1.2.0.rst#increased-minimum-version-for-python Increased minimum version for Python    : whatsnew/v1.2.0.html#increased-minimum-version-for-python
	/whatsnew/v1.2.0.rst#increased-minimum-versions-for-dependencies Increased minimum versions for dependencies: whatsnew/v1.2.0.html#increased-minimum-versions-for-dependencies
	/whatsnew/v1.2.0.rst#index-column-name-preservation-when-aggregating Index/column name preservation when aggregating: whatsnew/v1.2.0.html#index-column-name-preservation-when-aggregating
	/whatsnew/v1.2.0.rst#indexing            Indexing                                : whatsnew/v1.2.0.html#indexing
	/whatsnew/v1.2.0.rst#interval            Interval                                : whatsnew/v1.2.0.html#interval
	/whatsnew/v1.2.0.rst#missing             Missing                                 : whatsnew/v1.2.0.html#missing
	/whatsnew/v1.2.0.rst#multiindex          MultiIndex                              : whatsnew/v1.2.0.html#multiindex
	/whatsnew/v1.2.0.rst#notable-bug-fixes   Notable bug fixes                       : whatsnew/v1.2.0.html#notable-bug-fixes
	/whatsnew/v1.2.0.rst#numeric             Numeric                                 : whatsnew/v1.2.0.html#numeric
	/whatsnew/v1.2.0.rst#optionally-disallow-duplicate-labels Optionally disallow duplicate labels    : whatsnew/v1.2.0.html#optionally-disallow-duplicate-labels
	/whatsnew/v1.2.0.rst#other               Other                                   : whatsnew/v1.2.0.html#other
	/whatsnew/v1.2.0.rst#other-api-changes   Other API changes                       : whatsnew/v1.2.0.html#other-api-changes
	/whatsnew/v1.2.0.rst#other-enhancements  Other enhancements                      : whatsnew/v1.2.0.html#other-enhancements
	/whatsnew/v1.2.0.rst#passing-arguments-to-fsspec-backends Passing arguments to fsspec backends    : whatsnew/v1.2.0.html#passing-arguments-to-fsspec-backends
	/whatsnew/v1.2.0.rst#performance-improvements Performance improvements                : whatsnew/v1.2.0.html#performance-improvements
	/whatsnew/v1.2.0.rst#period              Period                                  : whatsnew/v1.2.0.html#period
	/whatsnew/v1.2.0.rst#plotting            Plotting                                : whatsnew/v1.2.0.html#plotting
	/whatsnew/v1.2.0.rst#reshaping           Reshaping                               : whatsnew/v1.2.0.html#reshaping
	/whatsnew/v1.2.0.rst#strings             Strings                                 : whatsnew/v1.2.0.html#strings
	/whatsnew/v1.2.0.rst#styler              Styler                                  : whatsnew/v1.2.0.html#styler
	/whatsnew/v1.2.0.rst#support-for-binary-file-handles-in-to-csv Support for binary file handles in to_csv: whatsnew/v1.2.0.html#support-for-binary-file-handles-in-to-csv
	/whatsnew/v1.2.0.rst#support-for-short-caption-and-table-position-in-to-latex Support for short caption and table position in to_latex: whatsnew/v1.2.0.html#support-for-short-caption-and-table-position-in-to-latex
	/whatsnew/v1.2.0.rst#timedelta           Timedelta                               : whatsnew/v1.2.0.html#timedelta
	/whatsnew/v1.2.0.rst#timezones           Timezones                               : whatsnew/v1.2.0.html#timezones
	/whatsnew/v1.2.0.rst#what-s-new-in-1-2-0-december-26-2020 What's new in 1.2.0 (December 26, 2020) : whatsnew/v1.2.0.html#what-s-new-in-1-2-0-december-26-2020
	/whatsnew/v1.2.1.rst                     What's new in 1.2.1 (January 20, 2021)  : whatsnew/v1.2.1.html
	/whatsnew/v1.2.1.rst#bug-fixes           Bug fixes                               : whatsnew/v1.2.1.html#bug-fixes
	/whatsnew/v1.2.1.rst#calling-numpy-ufuncs-on-non-aligned-dataframes Calling NumPy ufuncs on non-aligned DataFrames: whatsnew/v1.2.1.html#calling-numpy-ufuncs-on-non-aligned-dataframes
	/whatsnew/v1.2.1.rst#contributors        Contributors                            : whatsnew/v1.2.1.html#contributors
	/whatsnew/v1.2.1.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.2.1.html#fixed-regressions
	/whatsnew/v1.2.1.rst#other               Other                                   : whatsnew/v1.2.1.html#other
	/whatsnew/v1.2.1.rst#what-s-new-in-1-2-1-january-20-2021 What's new in 1.2.1 (January 20, 2021)  : whatsnew/v1.2.1.html#what-s-new-in-1-2-1-january-20-2021
	/whatsnew/v1.2.2.rst                     What's new in 1.2.2 (February 09, 2021) : whatsnew/v1.2.2.html
	/whatsnew/v1.2.2.rst#bug-fixes           Bug fixes                               : whatsnew/v1.2.2.html#bug-fixes
	/whatsnew/v1.2.2.rst#contributors        Contributors                            : whatsnew/v1.2.2.html#contributors
	/whatsnew/v1.2.2.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.2.2.html#fixed-regressions
	/whatsnew/v1.2.2.rst#what-s-new-in-1-2-2-february-09-2021 What's new in 1.2.2 (February 09, 2021) : whatsnew/v1.2.2.html#what-s-new-in-1-2-2-february-09-2021
	/whatsnew/v1.2.3.rst                     What's new in 1.2.3 (March ??, 2021)    : whatsnew/v1.2.3.html
	/whatsnew/v1.2.3.rst#bug-fixes           Bug fixes                               : whatsnew/v1.2.3.html#bug-fixes
	/whatsnew/v1.2.3.rst#contributors        Contributors                            : whatsnew/v1.2.3.html#contributors
	/whatsnew/v1.2.3.rst#fixed-regressions   Fixed regressions                       : whatsnew/v1.2.3.html#fixed-regressions
	/whatsnew/v1.2.3.rst#other               Other                                   : whatsnew/v1.2.3.html#other
	/whatsnew/v1.2.3.rst#what-s-new-in-1-2-3-march-2021 What's new in 1.2.3 (March ??, 2021)    : whatsnew/v1.2.3.html#what-s-new-in-1-2-3-march-2021
	/whatsnew/v1.3.0.rst                     What's new in 1.3.0 (??)                : whatsnew/v1.3.0.html
	/whatsnew/v1.3.0.rst#bug-fixes           Bug fixes                               : whatsnew/v1.3.0.html#bug-fixes
	/whatsnew/v1.3.0.rst#categorical         Categorical                             : whatsnew/v1.3.0.html#categorical
	/whatsnew/v1.3.0.rst#consistent-casting-with-setting-into-boolean-series Consistent Casting With Setting Into Boolean Series: whatsnew/v1.3.0.html#consistent-casting-with-setting-into-boolean-series
	/whatsnew/v1.3.0.rst#contributors        Contributors                            : whatsnew/v1.3.0.html#contributors
	/whatsnew/v1.3.0.rst#conversion          Conversion                              : whatsnew/v1.3.0.html#conversion
	/whatsnew/v1.3.0.rst#custom-http-s-headers-when-reading-csv-or-json-files Custom HTTP(s) headers when reading csv or json files: whatsnew/v1.3.0.html#custom-http-s-headers-when-reading-csv-or-json-files
	/whatsnew/v1.3.0.rst#datetimelike        Datetimelike                            : whatsnew/v1.3.0.html#datetimelike
	/whatsnew/v1.3.0.rst#deprecations        Deprecations                            : whatsnew/v1.3.0.html#deprecations
	/whatsnew/v1.3.0.rst#enhancements        Enhancements                            : whatsnew/v1.3.0.html#enhancements
	/whatsnew/v1.3.0.rst#extensionarray      ExtensionArray                          : whatsnew/v1.3.0.html#extensionarray
	/whatsnew/v1.3.0.rst#groupby-resample-rolling Groupby/resample/rolling                : whatsnew/v1.3.0.html#groupby-resample-rolling
	/whatsnew/v1.3.0.rst#i-o                 I/O                                     : whatsnew/v1.3.0.html#i-o
	/whatsnew/v1.3.0.rst#increased-minimum-versions-for-dependencies Increased minimum versions for dependencies: whatsnew/v1.3.0.html#increased-minimum-versions-for-dependencies
	/whatsnew/v1.3.0.rst#indexing            Indexing                                : whatsnew/v1.3.0.html#indexing
	/whatsnew/v1.3.0.rst#interval            Interval                                : whatsnew/v1.3.0.html#interval
	/whatsnew/v1.3.0.rst#missing             Missing                                 : whatsnew/v1.3.0.html#missing
	/whatsnew/v1.3.0.rst#multiindex          MultiIndex                              : whatsnew/v1.3.0.html#multiindex
	/whatsnew/v1.3.0.rst#notable-bug-fixes   Notable bug fixes                       : whatsnew/v1.3.0.html#notable-bug-fixes
	/whatsnew/v1.3.0.rst#numeric             Numeric                                 : whatsnew/v1.3.0.html#numeric
	/whatsnew/v1.3.0.rst#other               Other                                   : whatsnew/v1.3.0.html#other
	/whatsnew/v1.3.0.rst#other-api-changes   Other API changes                       : whatsnew/v1.3.0.html#other-api-changes
	/whatsnew/v1.3.0.rst#other-enhancements  Other enhancements                      : whatsnew/v1.3.0.html#other-enhancements
	/whatsnew/v1.3.0.rst#performance-improvements Performance improvements                : whatsnew/v1.3.0.html#performance-improvements
	/whatsnew/v1.3.0.rst#period              Period                                  : whatsnew/v1.3.0.html#period
	/whatsnew/v1.3.0.rst#plotting            Plotting                                : whatsnew/v1.3.0.html#plotting
	/whatsnew/v1.3.0.rst#preserve-dtypes-in-combine-first Preserve dtypes in  combine_first()     : whatsnew/v1.3.0.html#preserve-dtypes-in-combine-first
	/whatsnew/v1.3.0.rst#reshaping           Reshaping                               : whatsnew/v1.3.0.html#reshaping
	/whatsnew/v1.3.0.rst#sparse              Sparse                                  : whatsnew/v1.3.0.html#sparse
	/whatsnew/v1.3.0.rst#strings             Strings                                 : whatsnew/v1.3.0.html#strings
	/whatsnew/v1.3.0.rst#timedelta           Timedelta                               : whatsnew/v1.3.0.html#timedelta
	/whatsnew/v1.3.0.rst#timezones           Timezones                               : whatsnew/v1.3.0.html#timezones
	/whatsnew/v1.3.0.rst#what-s-new-in-1-3-0 What's new in 1.3.0 (??)                : whatsnew/v1.3.0.html#what-s-new-in-1-3-0
	10min                                    10 minutes to pandas                    : user_guide/10min.html#min
	10min_tut_01_tableoriented               What kind of data does pandas handle?   : getting_started/intro_tutorials/01_table_oriented.html#min-tut-01-tableoriented
	10min_tut_02_read_write                  getting_started/intro_tutorials/02_read_write.html#min-tut-02-read-write
	10min_tut_03_subset                      getting_started/intro_tutorials/03_subset_data.html#min-tut-03-subset
	10min_tut_03_subset.rows_and_columns     How do I select specific rows and columns from a DataFrame?: getting_started/intro_tutorials/03_subset_data.html#min-tut-03-subset-rows-and-columns
	10min_tut_04_plotting                    getting_started/intro_tutorials/04_plotting.html#min-tut-04-plotting
	10min_tut_05_columns                     getting_started/intro_tutorials/05_add_columns.html#min-tut-05-columns
	10min_tut_06_stats                       getting_started/intro_tutorials/06_calculate_statistics.html#min-tut-06-stats
	10min_tut_07_reshape                     getting_started/intro_tutorials/07_reshape_table_layout.html#min-tut-07-reshape
	10min_tut_08_combine                     getting_started/intro_tutorials/08_combine_dataframes.html#min-tut-08-combine
	10min_tut_09_timeseries                  getting_started/intro_tutorials/09_timeseries.html#min-tut-09-timeseries
	10min_tut_09_timeseries.properties       Using pandas datetime properties        : getting_started/intro_tutorials/09_timeseries.html#min-tut-09-timeseries-properties
	10min_tut_10_text                        getting_started/intro_tutorials/10_text_data.html#min-tut-10-text
	10times1minute                           Getting started tutorials               : getting_started/intro_tutorials/index.html#times1minute
	advanced                                 MultiIndex / advanced indexing          : user_guide/advanced.html#advanced
	advanced.advanced_hierarchical           Advanced indexing with hierarchical index: user_guide/advanced.html#advanced-advanced-hierarchical
	advanced.advanced_reindex                Advanced reindexing and alignment       : user_guide/advanced.html#advanced-advanced-reindex
	advanced.endpoints_are_inclusive         Endpoints are inclusive                 : user_guide/advanced.html#advanced-endpoints-are-inclusive
	advanced.get_level_values                Reconstructing the level labels         : user_guide/advanced.html#advanced-get-level-values
	advanced.hierarchical                    Hierarchical indexing (MultiIndex)      : user_guide/advanced.html#advanced-hierarchical
	advanced.index_names                     Renaming names of an Index or MultiIndex: user_guide/advanced.html#advanced-index-names
	advanced.intervalindex                   IntervalIndex                           : user_guide/advanced.html#advanced-intervalindex
	advanced.mi_slicers                      Using slicers                           : user_guide/advanced.html#advanced-mi-slicers
	advanced.reorderlevels                   Reordering levels with reorder_levels   : user_guide/advanced.html#advanced-reorderlevels
	advanced.shown_levels                    Defined levels                          : user_guide/advanced.html#advanced-shown-levels
	advanced.sortlevel_byname                user_guide/advanced.html#advanced-sortlevel-byname
	advanced.take                            user_guide/advanced.html#advanced-take
	advanced.unsorted                        user_guide/advanced.html#advanced-unsorted
	advanced.xs                              Cross-section                           : user_guide/advanced.html#advanced-xs
	apache.parquet                           Storing pandas DataFrame objects in Apache Parquet format: development/developer.html#apache-parquet
	api                                      API reference                           : reference/index.html#api
	api.arrays                               pandas arrays                           : reference/arrays.html#api-arrays
	api.arrays.bool                          Boolean data with missing values        : reference/arrays.html#api-arrays-bool
	api.arrays.categorical                   Categorical data                        : reference/arrays.html#api-arrays-categorical
	api.arrays.datetime                      Datetime data                           : reference/arrays.html#api-arrays-datetime
	api.arrays.integer_na                    Nullable integer                        : reference/arrays.html#api-arrays-integer-na
	api.arrays.interval                      Interval data                           : reference/arrays.html#api-arrays-interval
	api.arrays.period                        Timespan data                           : reference/arrays.html#api-arrays-period
	api.arrays.sparse                        Sparse data                             : reference/arrays.html#api-arrays-sparse
	api.arrays.string                        Text data                               : reference/arrays.html#api-arrays-string
	api.arrays.timedelta                     Timedelta data                          : reference/arrays.html#api-arrays-timedelta
	api.categoricalindex                     CategoricalIndex                        : reference/indexing.html#api-categoricalindex
	api.dataframe                            DataFrame                               : reference/frame.html#api-dataframe
	api.dataframe.missing                    Missing data handling                   : reference/frame.html#api-dataframe-missing
	api.dataframe.plotting                   Plotting                                : reference/frame.html#api-dataframe-plotting
	api.dataframe.stats                      Computations / descriptive stats        : reference/frame.html#api-dataframe-stats
	api.dateoffsets                          Date offsets                            : reference/offset_frequency.html#api-dateoffsets
	api.datetimeindex                        DatetimeIndex                           : reference/indexing.html#api-datetimeindex
	api.extensions                           Extensions                              : reference/extensions.html#api-extensions
	api.frame.flags                          Flags                                   : reference/frame.html#api-frame-flags
	api.frame.metadata                       Metadata                                : reference/frame.html#api-frame-metadata
	api.frame.sparse                         Sparse accessor                         : reference/frame.html#api-frame-sparse
	api.frequencies                          Frequencies                             : reference/offset_frequency.html#api-frequencies
	api.functions_ewm                        Exponentially-weighted window functions : reference/window.html#api-functions-ewm
	api.functions_expanding                  Expanding window functions              : reference/window.html#api-functions-expanding
	api.functions_rolling                    Rolling window functions                : reference/window.html#api-functions-rolling
	api.functions_window                     Weighted window functions               : reference/window.html#api-functions-window
	api.general.testing                      Testing functions                       : reference/general_utility_functions.html#api-general-testing
	api.general_functions                    General functions                       : reference/general_functions.html#api-general-functions
	api.general_utility_functions            General utility functions               : reference/general_utility_functions.html#api-general-utility-functions
	api.groupby                              GroupBy                                 : reference/groupby.html#api-groupby
	api.indexers_window                      Window indexer                          : reference/window.html#api-indexers-window
	api.indexing                             Index objects                           : reference/indexing.html#api-indexing
	api.intervalindex                        IntervalIndex                           : reference/indexing.html#api-intervalindex
	api.io                                   Input/output                            : reference/io.html#api-io
	api.multiindex                           MultiIndex                              : reference/indexing.html#api-multiindex
	api.numericindex                         Numeric Index                           : reference/indexing.html#api-numericindex
	api.offsets                              reference/offset_frequency.html#api-offsets
	api.plotting                             Plotting                                : reference/plotting.html#api-plotting
	api.resampling                           Resampling                              : reference/resampling.html#api-resampling
	api.series                               Series                                  : reference/series.html#api-series
	api.series.cat                           Categorical accessor                    : reference/series.html#api-series-cat
	api.series.dt                            Datetimelike properties                 : reference/series.html#api-series-dt
	api.series.flags                         Flags                                   : reference/series.html#api-series-flags
	api.series.metadata                      Metadata                                : reference/series.html#api-series-metadata
	api.series.sparse                        Sparse accessor                         : reference/series.html#api-series-sparse
	api.series.stats                         Computations / descriptive stats        : reference/series.html#api-series-stats
	api.series.str                           String handling                         : reference/series.html#api-series-str
	api.style                                Style                                   : reference/style.html#api-style
	api.window                               Window                                  : reference/window.html#api-window
	basics                                   Essential basic functionality           : user_guide/basics.html#basics
	basics.accelerate                        Accelerated operations                  : user_guide/basics.html#basics-accelerate
	basics.aggregate                         Aggregation API                         : user_guide/basics.html#basics-aggregate
	basics.aggregation.custom_describe       Custom describe                         : user_guide/basics.html#basics-aggregation-custom-describe
	basics.aggregation.mixed_string          Mixed dtypes                            : user_guide/basics.html#basics-aggregation-mixed-string
	basics.align                             Aligning objects with each other with align: user_guide/basics.html#basics-align
	basics.align.frame.series                user_guide/basics.html#basics-align-frame-series
	basics.apply                             Function application                    : user_guide/basics.html#basics-apply
	basics.attrs                             Attributes and underlying data          : user_guide/basics.html#basics-attrs
	basics.binop                             Flexible binary operations              : user_guide/basics.html#basics-binop
	basics.cast                              user_guide/basics.html#basics-cast
	basics.compare                           Flexible comparisons                    : user_guide/basics.html#basics-compare
	basics.console_output                    Number formatting                       : user_guide/options.html#basics-console-output
	basics.dataframe                         DataFrame                               : user_guide/dsintro.html#basics-dataframe
	basics.dataframe.from_dict               user_guide/dsintro.html#basics-dataframe-from-dict
	basics.dataframe.from_dict_of_tuples     From a dict of tuples                   : user_guide/dsintro.html#basics-dataframe-from-dict-of-tuples
	basics.dataframe.from_list_dataclasses   From a list of dataclasses              : user_guide/dsintro.html#basics-dataframe-from-list-dataclasses
	basics.dataframe.from_list_namedtuples   From a list of namedtuples              : user_guide/dsintro.html#basics-dataframe-from-list-namedtuples
	basics.dataframe.from_list_of_dicts      From a list of dicts                    : user_guide/dsintro.html#basics-dataframe-from-list-of-dicts
	basics.dataframe.from_records            user_guide/dsintro.html#basics-dataframe-from-records
	basics.dataframe.from_series             From a Series                           : user_guide/dsintro.html#basics-dataframe-from-series
	basics.dataframe.sel_add_del             Column selection, addition, deletion    : user_guide/dsintro.html#basics-dataframe-sel-add-del
	basics.describe                          Summarizing data: describe              : user_guide/basics.html#basics-describe
	basics.df_join                           user_guide/basics.html#basics-df-join
	basics.discretization                    Value counts (histogramming) / mode     : user_guide/basics.html#basics-discretization
	basics.drop                              Dropping labels from an axis            : user_guide/basics.html#basics-drop
	basics.dt_accessors                      .dt accessor                            : user_guide/basics.html#basics-dt-accessors
	basics.dtypes                            dtypes                                  : user_guide/basics.html#basics-dtypes
	basics.elementwise                       Applying elementwise functions          : user_guide/basics.html#basics-elementwise
	basics.equals                            Comparing if objects are equivalent     : user_guide/basics.html#basics-equals
	basics.head_tail                         Head and tail                           : user_guide/basics.html#basics-head-tail
	basics.idxmin                            Index of min/max values                 : user_guide/basics.html#basics-idxmin
	basics.iteration                         Iteration                               : user_guide/basics.html#basics-iteration
	basics.iterrows                          iterrows                                : user_guide/basics.html#basics-iterrows
	basics.limits_on_reindex_fill            Limits on filling while reindexing      : user_guide/basics.html#basics-limits-on-reindex-fill
	basics.multiindex_sorting                Sorting by a MultiIndex column          : user_guide/basics.html#basics-multiindex-sorting
	basics.nsorted                           smallest / largest values               : user_guide/basics.html#basics-nsorted
	basics.object_conversion                 object conversion                       : user_guide/basics.html#basics-object-conversion
	basics.pipe                              Tablewise function application          : user_guide/basics.html#basics-pipe
	basics.reductions                        Boolean reductions                      : user_guide/basics.html#basics-reductions
	basics.reindex_fill                      Filling while reindexing                : user_guide/basics.html#basics-reindex-fill
	basics.reindex_like                      Reindexing to align with another object : user_guide/basics.html#basics-reindex-like
	basics.reindexing                        Reindexing and altering labels          : user_guide/basics.html#basics-reindexing
	basics.rename                            Renaming / mapping labels               : user_guide/basics.html#basics-rename
	basics.rename_axis                       user_guide/basics.html#basics-rename-axis
	basics.searchsorted                      searchsorted                            : user_guide/basics.html#basics-searchsorted
	basics.selectdtypes                      user_guide/basics.html#basics-selectdtypes
	basics.series                            Series                                  : user_guide/dsintro.html#basics-series
	basics.sort_index                        By index                                : user_guide/basics.html#basics-sort-index
	basics.sort_index_key                    user_guide/basics.html#basics-sort-index-key
	basics.sort_indexes_and_values           By indexes and values                   : user_guide/basics.html#basics-sort-indexes-and-values
	basics.sort_value_key                    user_guide/basics.html#basics-sort-value-key
	basics.sort_values                       By values                               : user_guide/basics.html#basics-sort-values
	basics.sorting                           Sorting                                 : user_guide/basics.html#basics-sorting
	basics.stats                             Descriptive statistics                  : user_guide/basics.html#basics-stats
	basics.transform                         Transform API                           : user_guide/basics.html#basics-transform
	boolean                                  Nullable Boolean data type              : user_guide/boolean.html#boolean
	boolean.indexing                         Indexing with NA values                 : user_guide/boolean.html#boolean-indexing
	boolean.kleene                           Kleene logical operations               : user_guide/boolean.html#boolean-kleene
	categorical                              Categorical data                        : user_guide/categorical.html#categorical
	categorical.cat                          Working with categories                 : user_guide/categorical.html#categorical-cat
	categorical.categoricaldtype             CategoricalDtype                        : user_guide/categorical.html#categorical-categoricaldtype
	categorical.concat                       Merging / concatenation                 : user_guide/categorical.html#categorical-concat
	categorical.memory                       user_guide/categorical.html#categorical-memory
	categorical.merge                        Merging / concatenation                 : user_guide/categorical.html#categorical-merge
	categorical.objectcreation               Object creation                         : user_guide/categorical.html#categorical-objectcreation
	categorical.rfactor                      Memory usage                            : user_guide/categorical.html#categorical-rfactor
	categorical.sort                         user_guide/categorical.html#categorical-sort
	categorical.union                        Unioning                                : user_guide/categorical.html#categorical-union
	code_style                               pandas code style guide                 : development/code_style.html#code-style
	combining_positional_and_label_based_indexing Combining positional and label-based indexing: user_guide/indexing.html#combining-positional-and-label-based-indexing
	comingfrom                               Coming from…                            : getting_started/index.html#comingfrom
	communitytutorials                       Community tutorials                     : getting_started/tutorials.html#communitytutorials
	compare_with_r                           Comparison with R / R libraries         : getting_started/comparison/comparison_with_r.html#compare-with-r
	compare_with_sas                         Comparison with SAS                     : getting_started/comparison/comparison_with_sas.html#compare-with-sas
	compare_with_spreadsheets                Comparison with spreadsheets            : getting_started/comparison/comparison_with_spreadsheets.html#compare-with-spreadsheets
	compare_with_sql                         Comparison with SQL                     : getting_started/comparison/comparison_with_sql.html#compare-with-sql
	compare_with_sql.join                    JOIN                                    : getting_started/comparison/comparison_with_sql.html#compare-with-sql-join
	compare_with_stata                       Comparison with Stata                   : getting_started/comparison/comparison_with_stata.html#compare-with-stata
	comparison                               Comparison with other tools             : getting_started/comparison/index.html#comparison
	computation                              Computational tools                     : user_guide/computation.html#computation
	computation.correlation                  Correlation                             : user_guide/computation.html#computation-correlation
	computation.covariance                   Covariance                              : user_guide/computation.html#computation-covariance
	computation.covariance.caveats           user_guide/computation.html#computation-covariance-caveats
	computation.pct_change                   Percent change                          : user_guide/computation.html#computation-pct-change
	computation.ranking                      Data ranking                            : user_guide/computation.html#computation-ranking
	computation.windowing                    Windowing functions                     : user_guide/computation.html#computation-windowing
	contributing                             Contributing to pandas                  : development/contributing.html#contributing
	contributing.bug_reports                 Bug reports and enhancement requests    : development/contributing.html#contributing-bug-reports
	contributing.ci                          Testing with continuous integration     : development/contributing.html#contributing-ci
	contributing.code                        Contributing to the code base           : development/contributing.html#contributing-code
	contributing.code-formatting             Python (PEP8 / black)                   : development/contributing.html#contributing-code-formatting
	contributing.commit-code                 Committing your code                    : development/contributing.html#contributing-commit-code
	contributing.dev_c                       Installing a C compiler                 : development/contributing.html#contributing-dev-c
	contributing.dev_docs                    Building master branch documentation    : development/contributing.html#contributing-dev-docs
	contributing.dev_env                     Creating a development environment      : development/contributing.html#contributing-dev-env
	contributing.dev_python                  Creating a Python environment           : development/contributing.html#contributing-dev-python
	contributing.documentation               Contributing to the documentation       : development/contributing.html#contributing-documentation
	contributing.forking                     Forking                                 : development/contributing.html#contributing-forking
	contributing.github                      Working with the code                   : development/contributing.html#contributing-github
	contributing.import-formatting           Import formatting                       : development/contributing.html#contributing-import-formatting
	contributing.pip                         Creating a Python environment (pip)     : development/contributing.html#contributing-pip
	contributing.pre-commit                  Pre-commit                              : development/contributing.html#contributing-pre-commit
	contributing.push-code                   Pushing your changes                    : development/contributing.html#contributing-push-code
	contributing.tdd                         Test-driven development/code writing    : development/contributing.html#contributing-tdd
	contributing.type_hints                  Type hints                              : development/contributing.html#contributing-type-hints
	contributing.update-pr                   Updating your pull request              : development/contributing.html#contributing-update-pr
	contributing.version_control             Version control, Git, and GitHub        : development/contributing.html#contributing-version-control
	contributing.warnings                    Testing warnings                        : development/contributing.html#contributing-warnings
	cookbook                                 Cookbook                                : user_guide/cookbook.html#cookbook
	cookbook.binary                          Binary files                            : user_guide/cookbook.html#cookbook-binary
	cookbook.csv                             CSV                                     : user_guide/cookbook.html#cookbook-csv
	cookbook.csv.multiple_files              Reading multiple files to create a single DataFrame: user_guide/cookbook.html#cookbook-csv-multiple-files
	cookbook.excel                           Excel                                   : user_guide/cookbook.html#cookbook-excel
	cookbook.grouping                        Grouping                                : user_guide/cookbook.html#cookbook-grouping
	cookbook.hdf                             HDFStore                                : user_guide/cookbook.html#cookbook-hdf
	cookbook.html                            HTML                                    : user_guide/cookbook.html#cookbook-html
	cookbook.idioms                          user_guide/cookbook.html#cookbook-idioms
	cookbook.merge                           Merge                                   : user_guide/cookbook.html#cookbook-merge
	cookbook.missing_data                    Missing data                            : user_guide/cookbook.html#cookbook-missing-data
	cookbook.multi_index                     Multiindexing                           : user_guide/cookbook.html#cookbook-multi-index
	cookbook.pivot                           Pivot                                   : user_guide/cookbook.html#cookbook-pivot
	cookbook.plotting                        Plotting                                : user_guide/cookbook.html#cookbook-plotting
	cookbook.resample                        Resampling                              : user_guide/cookbook.html#cookbook-resample
	cookbook.selection                       Selection                               : user_guide/cookbook.html#cookbook-selection
	cookbook.sql                             SQL                                     : user_guide/cookbook.html#cookbook-sql
	debugging_c_extensions                   Debugging C extensions                  : development/debugging_extensions.html#debugging-c-extensions
	deprecate_loc_reindex_listlike           Indexing with list with missing labels is deprecated: user_guide/indexing.html#deprecate-loc-reindex-listlike
	develop.policies                         Policies                                : development/policies.html#develop-policies
	developer                                Developer                               : development/developer.html#developer
	development                              Development                             : development/index.html#development
	df-memory-usage                          DataFrame memory usage                  : user_guide/gotchas.html#df-memory-usage
	docstring                                pandas docstring guide                  : development/contributing_docstring.html#docstring
	docstring.doctest_tips                   Tips for getting your examples pass the doctests: development/contributing_docstring.html#docstring-doctest-tips
	docstring.example_conventions            Conventions for the examples            : development/contributing_docstring.html#docstring-example-conventions
	docstring.example_plots                  Plots in examples                       : development/contributing_docstring.html#docstring-example-plots
	docstring.examples                       Section 7: examples                     : development/contributing_docstring.html#docstring-examples
	docstring.extended_summary               Section 2: extended summary             : development/contributing_docstring.html#docstring-extended-summary
	docstring.general                        General rules                           : development/contributing_docstring.html#docstring-general
	docstring.notes                          Section 6: notes                        : development/contributing_docstring.html#docstring-notes
	docstring.parameter_types                Parameter types                         : development/contributing_docstring.html#docstring-parameter-types
	docstring.parameters                     Section 3: parameters                   : development/contributing_docstring.html#docstring-parameters
	docstring.returns                        Section 4: returns or yields            : development/contributing_docstring.html#docstring-returns
	docstring.see_also                       Section 5: see also                     : development/contributing_docstring.html#docstring-see-also
	docstring.sharing                        Sharing docstrings                      : development/contributing_docstring.html#docstring-sharing
	docstring.short_summary                  Section 1: short summary                : development/contributing_docstring.html#docstring-short-summary
	docstring.tutorial                       Writing a docstring                     : development/contributing_docstring.html#docstring-tutorial
	dsintro                                  Intro to data structures                : user_guide/dsintro.html#dsintro
	dsintro.alignment                        Data alignment and arithmetic           : user_guide/dsintro.html#dsintro-alignment
	dsintro.boolean                          user_guide/dsintro.html#dsintro-boolean
	dsintro.chained_assignment               Assigning new columns in method chains  : user_guide/dsintro.html#dsintro-chained-assignment
	dsintro.name_attribute                   user_guide/dsintro.html#dsintro-name-attribute
	dsintro.numpy_interop                    DataFrame interoperability with NumPy functions: user_guide/dsintro.html#dsintro-numpy-interop
	duplicates                               Duplicate Labels                        : user_guide/duplicates.html#duplicates
	duplicates.disallow                      Disallowing Duplicate Labels            : user_guide/duplicates.html#duplicates-disallow
	ecosystem                                pandas ecosystem                        : ecosystem.html#ecosystem
	ecosystem.accessors                      Accessors                               : ecosystem.html#ecosystem-accessors
	ecosystem.api                            API                                     : ecosystem.html#ecosystem-api
	ecosystem.data_cleaning_and_validation   Data cleaning and validation            : ecosystem.html#ecosystem-data-cleaning-and-validation
	ecosystem.domain                         Domain specific                         : ecosystem.html#ecosystem-domain
	ecosystem.extensions                     Extension data types                    : ecosystem.html#ecosystem-extensions
	ecosystem.ide                            IDE                                     : ecosystem.html#ecosystem-ide
	ecosystem.io                             IO                                      : ecosystem.html#ecosystem-io
	ecosystem.out-of-core                    Out-of-core                             : ecosystem.html#ecosystem-out-of-core
	ecosystem.stats                          Statistics and machine learning         : ecosystem.html#ecosystem-stats
	ecosystem.visualization                  Visualization                           : ecosystem.html#ecosystem-visualization
	enhancingperf                            Enhancing performance                   : user_guide/enhancingperf.html#enhancingperf
	enhancingperf.boundswrap                 More advanced techniques                : user_guide/enhancingperf.html#enhancingperf-boundswrap
	enhancingperf.cython                     Cython (writing C extensions for pandas): user_guide/enhancingperf.html#enhancingperf-cython
	enhancingperf.eval                       Expression evaluation via eval()        : user_guide/enhancingperf.html#enhancingperf-eval
	enhancingperf.ndarray                    Using ndarray                           : user_guide/enhancingperf.html#enhancingperf-ndarray
	enhancingperf.numba                      Using Numba                             : user_guide/enhancingperf.html#enhancingperf-numba
	enhancingperf.plain                      Plain Cython                            : user_guide/enhancingperf.html#enhancingperf-plain
	enhancingperf.pure                       Pure Python                             : user_guide/enhancingperf.html#enhancingperf-pure
	enhancingperf.type                       Adding type                             : user_guide/enhancingperf.html#enhancingperf-type
	extending                                Extending pandas                        : development/extending.html#extending
	extending.extension-types                Extension types                         : development/extending.html#extending-extension-types
	extending.extension.arrow                Compatibility with Apache Arrow         : development/extending.html#extending-extension-arrow
	extending.extension.operator             ExtensionArray operator support         : development/extending.html#extending-extension-operator
	extending.extension.testing              Testing extension arrays                : development/extending.html#extending-extension-testing
	extending.extension.ufunc                NumPy universal functions               : development/extending.html#extending-extension-ufunc
	extending.plotting-backends              Plotting backends                       : development/extending.html#extending-plotting-backends
	extending.register-accessors             Registering custom accessors            : development/extending.html#extending-register-accessors
	extending.subclassing-pandas             Subclassing pandas data structures      : development/extending.html#extending-subclassing-pandas
	genindex                                 Index                                   : genindex.html
	gentle_intro                             Intro to pandas                         : getting_started/index.html#gentle-intro
	getting_started                          Getting started                         : getting_started/index.html#getting-started
	gotchas                                  Frequently Asked Questions (FAQ)        : user_guide/gotchas.html#gotchas
	gotchas.intna                            Support for integer NA                  : user_guide/gotchas.html#gotchas-intna
	gotchas.truth                            Using if/truth statements with pandas   : user_guide/gotchas.html#gotchas-truth
	groupby                                  Group by: split-apply-combine           : user_guide/groupby.html#groupby
	groupby.aggregate                        Aggregation                             : user_guide/groupby.html#groupby-aggregate
	groupby.aggregate.cython                 Cython-optimized aggregation functions  : user_guide/groupby.html#groupby-aggregate-cython
	groupby.aggregate.multifunc              Applying multiple functions at once     : user_guide/groupby.html#groupby-aggregate-multifunc
	groupby.aggregate.named                  Named aggregation                       : user_guide/groupby.html#groupby-aggregate-named
	groupby.apply                            Flexible apply                          : user_guide/groupby.html#groupby-apply
	groupby.attributes                       GroupBy object attributes               : user_guide/groupby.html#groupby-attributes
	groupby.dispatch                         Dispatching to instance methods         : user_guide/groupby.html#groupby-dispatch
	groupby.dropna                           user_guide/groupby.html#groupby-dropna
	groupby.filter                           Filtration                              : user_guide/groupby.html#groupby-filter
	groupby.iterating-label                  Iterating through groups                : user_guide/groupby.html#groupby-iterating-label
	groupby.missing                          NA and NaT group handling               : user_guide/groupby.html#groupby-missing
	groupby.multicolumn_factorization        Multi-column factorization              : user_guide/groupby.html#groupby-multicolumn-factorization
	groupby.multiindex                       GroupBy with MultiIndex                 : user_guide/groupby.html#groupby-multiindex
	groupby.ngroup                           Enumerate groups                        : user_guide/groupby.html#groupby-ngroup
	groupby.nth                              Taking the nth row of each group        : user_guide/groupby.html#groupby-nth
	groupby.observed                         Handling of (un)observed Categorical values: user_guide/groupby.html#groupby-observed
	groupby.pipe                             Piping function calls                   : user_guide/groupby.html#groupby-pipe
	groupby.sorting                          GroupBy sorting                         : user_guide/groupby.html#groupby-sorting
	groupby.specify                          Grouping with a grouper specification   : user_guide/groupby.html#groupby-specify
	groupby.split                            Splitting an object into groups         : user_guide/groupby.html#groupby-split
	groupby.tabcompletion                    user_guide/groupby.html#groupby-tabcompletion
	groupby.transform                        Transformation                          : user_guide/groupby.html#groupby-transform
	groupby.transform.window_resample        Window and resample operations          : user_guide/groupby.html#groupby-transform-window-resample
	indexing                                 Indexing and selecting data             : user_guide/indexing.html#indexing
	indexing.attribute_access                user_guide/indexing.html#indexing-attribute-access
	indexing.basics                          Basics                                  : user_guide/indexing.html#indexing-basics
	indexing.basics.get_value                Fast scalar value getting and setting   : user_guide/indexing.html#indexing-basics-get-value
	indexing.basics.indexing_isin            Indexing with isin                      : user_guide/indexing.html#indexing-basics-indexing-isin
	indexing.basics.partial_setting          Selecting random samples                : user_guide/indexing.html#indexing-basics-partial-setting
	indexing.boolean                         user_guide/indexing.html#indexing-boolean
	indexing.callable                        Selection by callable                   : user_guide/indexing.html#indexing-callable
	indexing.categoricalindex                CategoricalIndex                        : user_guide/advanced.html#indexing-categoricalindex
	indexing.choice                          Different choices for indexing          : user_guide/indexing.html#indexing-choice
	indexing.class                           Index objects                           : user_guide/indexing.html#indexing-class
	indexing.columns.multiple                user_guide/indexing.html#indexing-columns-multiple
	indexing.deprecate_loc_reindex_listlike  Indexing with list with missing labels is deprecated: user_guide/indexing.html#indexing-deprecate-loc-reindex-listlike
	indexing.df_cols                         user_guide/indexing.html#indexing-df-cols
	indexing.dictionarylike                  Dictionary-like get() method            : user_guide/indexing.html#indexing-dictionarylike
	indexing.duplicate                       user_guide/indexing.html#indexing-duplicate
	indexing.evaluation_order                Evaluation order matters                : user_guide/indexing.html#indexing-evaluation-order
	indexing.float64index                    Float64Index                            : user_guide/advanced.html#indexing-float64index
	indexing.index_types                     Index types                             : user_guide/advanced.html#indexing-index-types
	indexing.integer                         Selection by position                   : user_guide/indexing.html#indexing-integer
	indexing.label                           Selection by label                      : user_guide/indexing.html#indexing-label
	indexing.lookup                          Looking up values by index/column labels: user_guide/indexing.html#indexing-lookup
	indexing.missing                         Missing values                          : user_guide/indexing.html#indexing-missing
	indexing.np_where                        Setting with enlargement conditionally using numpy(): user_guide/indexing.html#indexing-np-where
	indexing.query                           The query() Method                      : user_guide/indexing.html#indexing-query
	indexing.rangeindex                      Int64Index and RangeIndex               : user_guide/advanced.html#indexing-rangeindex
	indexing.set_index                       Set an index                            : user_guide/indexing.html#indexing-set-index
	indexing.set_metadata                    Setting metadata                        : user_guide/indexing.html#indexing-set-metadata
	indexing.set_ops                         Set operations on Index objects         : user_guide/indexing.html#indexing-set-ops
	indexing.slicing_with_labels             Slicing with labels                     : user_guide/indexing.html#indexing-slicing-with-labels
	indexing.view_versus_copy                Returning a view versus a copy          : user_guide/indexing.html#indexing-view-versus-copy
	indexing.where_mask                      The where() Method and Masking          : user_guide/indexing.html#indexing-where-mask
	install                                  Installation                            : getting_started/install.html#install
	install.anaconda                         Installing with Anaconda                : getting_started/install.html#install-anaconda
	install.dependencies                     Dependencies                            : getting_started/install.html#install-dependencies
	install.miniconda                        Installing with Miniconda               : getting_started/install.html#install-miniconda
	install.optional_dependencies            Optional dependencies                   : getting_started/install.html#install-optional-dependencies
	install.recommended_dependencies         Recommended dependencies                : getting_started/install.html#install-recommended-dependencies
	integer_na                               Nullable integer data type              : user_guide/integer_na.html#integer-na
	internals                                Internals                               : development/internals.html#internals
	io                                       IO tools (text, CSV, HDF5, …)           : user_guide/io.html#io
	io.bad_lines                             Handling “bad” lines                    : user_guide/io.html#io-bad-lines
	io.bigquery                              Google BigQuery                         : user_guide/io.html#io-bigquery
	io.boolean                               Boolean values                          : user_guide/io.html#io-boolean
	io.categorical                           Specifying categorical dtype            : user_guide/io.html#io-categorical
	io.chunking                              Iterating through files chunk by chunk  : user_guide/io.html#io-chunking
	io.clipboard                             Clipboard                               : user_guide/io.html#io-clipboard
	io.comments                              Comments                                : user_guide/io.html#io-comments
	io.csv.mixed_timezones                   Parsing a CSV with mixed timezones      : user_guide/io.html#io-csv-mixed-timezones
	io.csv_multiindex                        user_guide/io.html#io-csv-multiindex
	io.dayfirst                              Inferring datetime format               : user_guide/io.html#io-dayfirst
	io.dialect                               Dialect                                 : user_guide/io.html#io-dialect
	io.dtypes                                Specifying column data types            : user_guide/io.html#io-dtypes
	io.dupe_names                            Duplicate names parsing                 : user_guide/io.html#io-dupe-names
	io.excel                                 Excel files                             : user_guide/io.html#io-excel
	io.excel.excelfile_class                 ExcelFile class                         : user_guide/io.html#io-excel-excelfile-class
	io.excel.reading_multiindex              Reading a MultiIndex                    : user_guide/io.html#io-excel-reading-multiindex
	io.excel.specifying_sheets               Specifying sheets                       : user_guide/io.html#io-excel-specifying-sheets
	io.excel.style                           Style and formatting                    : user_guide/io.html#io-excel-style
	io.excel.writers                         Excel writer engines                    : user_guide/io.html#io-excel-writers
	io.excel_reader                          Reading Excel files                     : user_guide/io.html#io-excel-reader
	io.excel_writer                          Writing Excel files                     : user_guide/io.html#io-excel-writer
	io.excel_writing_buffer                  Writing Excel files to memory           : user_guide/io.html#io-excel-writing-buffer
	io.external_compatibility                External compatibility                  : user_guide/io.html#io-external-compatibility
	io.feather                               Feather                                 : user_guide/io.html#io-feather
	io.float_precision                       Specifying method for floating-point conversion: user_guide/io.html#io-float-precision
	io.formatting                            user_guide/io.html#io-formatting
	io.fwf                                   Files with fixed width columns          : user_guide/io.html#io-fwf
	io.fwf_reader                            Files with fixed width columns          : user_guide/io.html#io-fwf-reader
	io.hdf5                                  HDF5 (PyTables)                         : user_guide/io.html#io-hdf5
	io.hdf5-categorical                      Categorical data                        : user_guide/io.html#io-hdf5-categorical
	io.hdf5-caveats                          Caveats                                 : user_guide/io.html#io-hdf5-caveats
	io.hdf5-data_types                       DataTypes                               : user_guide/io.html#io-hdf5-data-types
	io.hdf5-fixed                            Fixed format                            : user_guide/io.html#io-hdf5-fixed
	io.hdf5-keys                             Hierarchical keys                       : user_guide/io.html#io-hdf5-keys
	io.hdf5-notes                            Notes & caveats                         : user_guide/io.html#io-hdf5-notes
	io.hdf5-ptrepack                         ptrepack                                : user_guide/io.html#io-hdf5-ptrepack
	io.hdf5-query                            Querying                                : user_guide/io.html#io-hdf5-query
	io.hdf5-query-data-columns               Query via data columns                  : user_guide/io.html#io-hdf5-query-data-columns
	io.hdf5-selecting_coordinates            Selecting coordinates                   : user_guide/io.html#io-hdf5-selecting-coordinates
	io.hdf5-table                            Table format                            : user_guide/io.html#io-hdf5-table
	io.hdf5-timedelta                        Query timedelta64[ns]                   : user_guide/io.html#io-hdf5-timedelta
	io.hdf5-types                            Storing types                           : user_guide/io.html#io-hdf5-types
	io.hdf5-where_mask                       Selecting using a where mask            : user_guide/io.html#io-hdf5-where-mask
	io.headers                               Handling column names                   : user_guide/io.html#io-headers
	io.html                                  Writing to HTML files                   : user_guide/io.html#io-html
	io.html.gotchas                          HTML Table Parsing Gotchas              : user_guide/io.html#io-html-gotchas
	io.index_col                             Index columns and trailing delimiters   : user_guide/io.html#io-index-col
	io.infinity                              Infinity                                : user_guide/io.html#io-infinity
	io.json                                  JSON                                    : user_guide/io.html#io-json
	io.json_normalize                        Normalization                           : user_guide/io.html#io-json-normalize
	io.json_reader                           Reading JSON                            : user_guide/io.html#io-json-reader
	io.json_writer                           Writing JSON                            : user_guide/io.html#io-json-writer
	io.jsonl                                 Line delimited json                     : user_guide/io.html#io-jsonl
	io.msgpack                               msgpack                                 : user_guide/io.html#io-msgpack
	io.multi_index_columns                   Reading columns with a MultiIndex       : user_guide/io.html#io-multi-index-columns
	io.multiple_files                        Reading multiple files to create a single DataFrame: user_guide/io.html#io-multiple-files
	io.na_values                             NA values                               : user_guide/io.html#io-na-values
	io.navaluesconst                         user_guide/io.html#io-navaluesconst
	io.ods                                   OpenDocument Spreadsheets               : user_guide/io.html#io-ods
	io.orc                                   ORC                                     : user_guide/io.html#io-orc
	io.other                                 Other file formats                      : user_guide/io.html#io-other
	io.parquet                               Parquet                                 : user_guide/io.html#io-parquet
	io.parse_dates                           Date Handling                           : user_guide/io.html#io-parse-dates
	io.perf                                  Performance considerations              : user_guide/io.html#io-perf
	io.pickle                                Pickling                                : user_guide/io.html#io-pickle
	io.pickle.compression                    Compressed pickle files                 : user_guide/io.html#io-pickle-compression
	io.query_multi                           Query MultiIndex                        : user_guide/io.html#io-query-multi
	io.quoting                               Quoting and Escape Characters           : user_guide/io.html#io-quoting
	io.read_csv_table                        CSV & text files                        : user_guide/io.html#io-read-csv-table
	io.read_csv_table.datetime               Datetime handling                       : user_guide/io.html#io-read-csv-table-datetime
	io.read_html                             Reading HTML content                    : user_guide/io.html#io-read-html
	io.remote                                Reading/writing remote files            : user_guide/io.html#io-remote
	io.sas                                   SAS formats                             : user_guide/io.html#io-sas
	io.sas_reader                            SAS formats                             : user_guide/io.html#io-sas-reader
	io.skiplines                             Ignoring line comments and empty lines  : user_guide/io.html#io-skiplines
	io.sniff                                 Automatically “sniffing” the delimiter  : user_guide/io.html#io-sniff
	io.spss                                  SPSS formats                            : user_guide/io.html#io-spss
	io.spss_reader                           SPSS formats                            : user_guide/io.html#io-spss-reader
	io.sql                                   SQL queries                             : user_guide/io.html#io-sql
	io.sql.method                            Insertion method                        : user_guide/io.html#io-sql-method
	io.sql_datetime_data                     Datetime data types                     : user_guide/io.html#io-sql-datetime-data
	io.stata                                 Stata format                            : user_guide/io.html#io-stata
	io.stata-categorical                     Categorical data                        : user_guide/io.html#io-stata-categorical
	io.stata_reader                          Reading from Stata format               : user_guide/io.html#io-stata-reader
	io.stata_writer                          Writing to stata format                 : user_guide/io.html#io-stata-writer
	io.store_in_csv                          Writing to CSV format                   : user_guide/io.html#io-store-in-csv
	io.table_schema                          Table schema                            : user_guide/io.html#io-table-schema
	io.thousands                             Thousand separators                     : user_guide/io.html#io-thousands
	io.unicode                               Dealing with Unicode data               : user_guide/io.html#io-unicode
	io.usecols                               Filtering columns (usecols)             : user_guide/io.html#io-usecols
	io.xlsb                                  Binary Excel (.xlsb) files              : user_guide/io.html#io-xlsb
	maintaining                              pandas maintenance                      : development/maintaining.html#maintaining
	maintaining.closing                      Closing issues                          : development/maintaining.html#maintaining-closing
	maintaining.merging                      Merging pull requests                   : development/maintaining.html#maintaining-merging
	maintaining.reviewing                    Reviewing pull requests                 : development/maintaining.html#maintaining-reviewing
	maintaining.triage                       Issue triage                            : development/maintaining.html#maintaining-triage
	meeting                                  Developer meetings                      : development/meeting.html#meeting
	merging                                  Merge, join, concatenate and compare    : user_guide/merging.html#merging
	merging.append.row                       Appending rows to a DataFrame           : user_guide/merging.html#merging-append-row
	merging.combine_first.update             Merging together values within Series or DataFrame columns: user_guide/merging.html#merging-combine-first-update
	merging.compare                          Comparing objects                       : user_guide/merging.html#merging-compare
	merging.concat                           Concatenating objects                   : user_guide/merging.html#merging-concat
	merging.concatenation                    Concatenating using append              : user_guide/merging.html#merging-concatenation
	merging.df_inner_join                    user_guide/merging.html#merging-df-inner-join
	merging.dtypes                           Merge dtypes                            : user_guide/merging.html#merging-dtypes
	merging.ignore_index                     Ignoring indexes on the concatenation axis: user_guide/merging.html#merging-ignore-index
	merging.indicator                        The merge indicator                     : user_guide/merging.html#merging-indicator
	merging.join                             Database-style DataFrame or named Series joining/merging: user_guide/merging.html#merging-join
	merging.join.index                       Joining on index                        : user_guide/merging.html#merging-join-index
	merging.join_on_mi                       Joining a single Index to a MultiIndex  : user_guide/merging.html#merging-join-on-mi
	merging.join_with_two_multi_indexes      Joining with two MultiIndexes           : user_guide/merging.html#merging-join-with-two-multi-indexes
	merging.merge_asof                       Merging asof                            : user_guide/merging.html#merging-merge-asof
	merging.merge_on_columns_and_levels      Merging on a combination of columns and index levels: user_guide/merging.html#merging-merge-on-columns-and-levels
	merging.merge_ordered                    Merging ordered data                    : user_guide/merging.html#merging-merge-ordered
	merging.mixed_ndims                      Concatenating with mixed ndims          : user_guide/merging.html#merging-mixed-ndims
	merging.multikey_join                    user_guide/merging.html#merging-multikey-join
	merging.multiple_join                    Joining multiple DataFrames             : user_guide/merging.html#merging-multiple-join
	merging.time_series                      Timeseries friendly merging             : user_guide/merging.html#merging-time-series
	merging.validation                       Checking for duplicate keys             : user_guide/merging.html#merging-validation
	missing.inserting                        Inserting missing data                  : user_guide/missing_data.html#missing-inserting
	missing.isna                             user_guide/missing_data.html#missing-isna
	missing_data                             Working with missing data               : user_guide/missing_data.html#missing-data
	missing_data.calculations                Calculations with missing data          : user_guide/missing_data.html#missing-data-calculations
	missing_data.dropna                      Dropping axis labels with missing data: dropna: user_guide/missing_data.html#missing-data-dropna
	missing_data.fillna                      Filling missing values: fillna          : user_guide/missing_data.html#missing-data-fillna
	missing_data.fillna.limit                user_guide/missing_data.html#missing-data-fillna-limit
	missing_data.interp_limits               Interpolation limits                    : user_guide/missing_data.html#missing-data-interp-limits
	missing_data.interpolate                 Interpolation                           : user_guide/missing_data.html#missing-data-interpolate
	missing_data.na                          Experimental NA scalar to denote missing values: user_guide/missing_data.html#missing-data-na
	missing_data.na.conversion               Conversion                              : user_guide/missing_data.html#missing-data-na-conversion
	missing_data.numeric_sum                 Sum/prod of empties/nans                : user_guide/missing_data.html#missing-data-numeric-sum
	missing_data.pandasobject                Filling with a PandasObject             : user_guide/missing_data.html#missing-data-pandasobject
	missing_data.replace                     Replacing generic values                : user_guide/missing_data.html#missing-data-replace
	missing_data.replace_expression          String/regular expression replacement   : user_guide/missing_data.html#missing-data-replace-expression
	modindex                                 Module Index                            : py-modindex.html
	options                                  Options and settings                    : user_guide/options.html#options
	options.available                        Available options                       : user_guide/options.html#options-available
	options.east_asian_width                 Unicode formatting                      : user_guide/options.html#options-east-asian-width
	options.frequently_used                  Frequently used options                 : user_guide/options.html#options-frequently-used
	options.table_schema                     Table schema display                    : user_guide/options.html#options-table-schema
	overview                                 Package overview                        : getting_started/overview.html#overview
	plotting.formatters                      Custom formatters for timeseries plots  : user_guide/visualization.html#plotting-formatters
	policies.version                         Version policy                          : development/policies.html#policies-version
	py-modindex                              Python Module Index                     : py-modindex.html
	r11075647b7c8-1                          reference/api/pandas.plotting.bootstrap_plot.html#r11075647b7c8-1
	r26d0aea2a9b7-1                          reference/api/pandas.core.resample.Resampler.fillna.html#r26d0aea2a9b7-1
	r3ead377f0eb9-1                          reference/api/pandas.core.resample.Resampler.bfill.html#r3ead377f0eb9-1
	r689dfd12abe5-1                          reference/api/pandas.DataFrame.to_sql.html#r689dfd12abe5-1
	r689dfd12abe5-2                          reference/api/pandas.DataFrame.to_sql.html#r689dfd12abe5-2
	r9a0a8647c05c-1                          reference/api/pandas.Series.to_pickle.html#r9a0a8647c05c-1
	rb112c6730e63-1                          reference/api/pandas.Series.to_sql.html#rb112c6730e63-1
	rb112c6730e63-2                          reference/api/pandas.Series.to_sql.html#rb112c6730e63-2
	rbbbeff54acb7-1                          reference/api/pandas.core.resample.Resampler.backfill.html#rbbbeff54acb7-1
	rc4e85fbd536b-1                          reference/api/pandas.DataFrame.to_pickle.html#rc4e85fbd536b-1
	ref-subclassing-pandas                   Subclassing pandas data structures      : development/internals.html#ref-subclassing-pandas
	release                                  Release notes                           : whatsnew/index.html#release
	release.bug_fixes-0.13.0                 Bug fixes                               : whatsnew/v0.13.0.html#release-bug-fixes-0-13-0
	release.bug_fixes-0.13.1                 Bug fixes                               : whatsnew/v0.13.1.html#release-bug-fixes-0-13-1
	reshaping                                Reshaping and pivot tables              : user_guide/reshaping.html#reshaping
	reshaping.combine_with_groupby           Combining with stats and GroupBy        : user_guide/reshaping.html#reshaping-combine-with-groupby
	reshaping.crosstabulations               Cross tabulations                       : user_guide/reshaping.html#reshaping-crosstabulations
	reshaping.dummies                        Computing indicator / dummy variables   : user_guide/reshaping.html#reshaping-dummies
	reshaping.explode                        Exploding a list-like column            : user_guide/reshaping.html#reshaping-explode
	reshaping.factorize                      Factorizing values                      : user_guide/reshaping.html#reshaping-factorize
	reshaping.melt                           Reshaping by melt                       : user_guide/reshaping.html#reshaping-melt
	reshaping.pivot                          user_guide/reshaping.html#reshaping-pivot
	reshaping.pivot.margins                  Adding margins                          : user_guide/reshaping.html#reshaping-pivot-margins
	reshaping.reshaping                      Reshaping by pivoting DataFrame objects : user_guide/reshaping.html#reshaping-reshaping
	reshaping.stack_multiple                 Multiple levels                         : user_guide/reshaping.html#reshaping-stack-multiple
	reshaping.stacking                       Reshaping by stacking and unstacking    : user_guide/reshaping.html#reshaping-stacking
	reshaping.tile                           Tiling                                  : user_guide/reshaping.html#reshaping-tile
	reshaping.tile.cut                       Tiling                                  : user_guide/reshaping.html#reshaping-tile-cut
	reshaping.unstack_by_name                user_guide/reshaping.html#reshaping-unstack-by-name
	roadmap                                  Roadmap                                 : development/roadmap.html#roadmap
	roadmap.evolution                        Roadmap evolution                       : development/roadmap.html#roadmap-evolution
	scale                                    Scaling to large datasets               : user_guide/scale.html#scale
	scale.other_libraries                    Use other libraries                     : user_guide/scale.html#scale-other-libraries
	search                                   Search Page                             : search.html
	sparse                                   Sparse data structures                  : user_guide/sparse.html#sparse
	sparse.accessor                          Sparse accessor                         : user_guide/sparse.html#sparse-accessor
	sparse.array                             SparseArray                             : user_guide/sparse.html#sparse-array
	sparse.calculation                       Sparse calculation                      : user_guide/sparse.html#sparse-calculation
	sparse.dtype                             SparseDtype                             : user_guide/sparse.html#sparse-dtype
	sparse.migration                         Migrating                               : user_guide/sparse.html#sparse-migration
	sparse.scipysparse                       Interaction with scipy.sparse           : user_guide/sparse.html#sparse-scipysparse
	test_organization                        Test organization                       : development/test_writing.html#test-organization
	text                                     Working with text data                  : user_guide/text.html#text
	text.concatenate                         Concatenation                           : user_guide/text.html#text-concatenate
	text.differences                         Behavior differences                    : user_guide/text.html#text-differences
	text.extract                             Extract first match in each subject (extract): user_guide/text.html#text-extract
	text.extractall                          user_guide/text.html#text-extractall
	text.indexing                            user_guide/text.html#text-indexing
	text.indicator                           Creating indicator variables            : user_guide/text.html#text-indicator
	text.split                               Splitting and replacing strings         : user_guide/text.html#text-split
	text.string_methods                      String methods                          : user_guide/text.html#text-string-methods
	text.summary                             user_guide/text.html#text-summary
	text.types                               Text data types                         : user_guide/text.html#text-types
	text.warn_types                          user_guide/text.html#text-warn-types
	timedeltas                               Time deltas                             : user_guide/timedeltas.html#timedeltas
	timedeltas.index                         TimedeltaIndex                          : user_guide/timedeltas.html#timedeltas-index
	timedeltas.isoformat                     user_guide/timedeltas.html#timedeltas-isoformat
	timedeltas.limitations                   Timedelta limitations                   : user_guide/timedeltas.html#timedeltas-limitations
	timedeltas.mod_divmod                    user_guide/timedeltas.html#timedeltas-mod-divmod
	timedeltas.operations                    Operations                              : user_guide/timedeltas.html#timedeltas-operations
	timedeltas.resampling                    Resampling                              : user_guide/timedeltas.html#timedeltas-resampling
	timedeltas.timedeltas                    Time deltas                             : user_guide/timedeltas.html#timedeltas-timedeltas
	timedeltas.timedeltas_convert            Frequency conversion                    : user_guide/timedeltas.html#timedeltas-timedeltas-convert
	timedeltas.timedeltas_reductions         Reductions                              : user_guide/timedeltas.html#timedeltas-timedeltas-reductions
	timeseries                               Time series / date functionality        : user_guide/timeseries.html#timeseries
	timeseries.adjust-the-start-of-the-bins  Use origin or offset to adjust the start of the bins: user_guide/timeseries.html#timeseries-adjust-the-start-of-the-bins
	timeseries.advanced_datetime             Time series-related instance methods    : user_guide/timeseries.html#timeseries-advanced-datetime
	timeseries.aggregate                     Aggregation                             : user_guide/timeseries.html#timeseries-aggregate
	timeseries.businesshour                  Business hour                           : user_guide/timeseries.html#timeseries-businesshour
	timeseries.components                    Time/date components                    : user_guide/timeseries.html#timeseries-components
	timeseries.converting                    Converting to timestamps                : user_guide/timeseries.html#timeseries-converting
	timeseries.converting.epoch              Epoch timestamps                        : user_guide/timeseries.html#timeseries-converting-epoch
	timeseries.converting.epoch_inverse      From timestamps to epoch                : user_guide/timeseries.html#timeseries-converting-epoch-inverse
	timeseries.converting.format             Providing a format argument             : user_guide/timeseries.html#timeseries-converting-format
	timeseries.custom-freq-ranges            Custom frequency ranges                 : user_guide/timeseries.html#timeseries-custom-freq-ranges
	timeseries.custombusinessdays            Custom business days                    : user_guide/timeseries.html#timeseries-custombusinessdays
	timeseries.custombusinesshour            Custom business hour                    : user_guide/timeseries.html#timeseries-custombusinesshour
	timeseries.daterange                     Generating ranges of timestamps         : user_guide/timeseries.html#timeseries-daterange
	timeseries.datetimeindex                 Indexing                                : user_guide/timeseries.html#timeseries-datetimeindex
	timeseries.fold                          Fold                                    : user_guide/timeseries.html#timeseries-fold
	timeseries.holiday                       Holidays / holiday calendars            : user_guide/timeseries.html#timeseries-holiday
	timeseries.interchange                   Converting between representations      : user_guide/timeseries.html#timeseries-interchange
	timeseries.iterating-label               Iterating through groups                : user_guide/timeseries.html#timeseries-iterating-label
	timeseries.offset_aliases                Offset aliases                          : user_guide/timeseries.html#timeseries-offset-aliases
	timeseries.offsets                       DateOffset objects                      : user_guide/timeseries.html#timeseries-offsets
	timeseries.offsetseries                  Using offsets with Series / DatetimeIndex: user_guide/timeseries.html#timeseries-offsetseries
	timeseries.oob                           Representing out-of-bounds spans        : user_guide/timeseries.html#timeseries-oob
	timeseries.origin                        Using the origin Parameter              : user_guide/timeseries.html#timeseries-origin
	timeseries.overview                      Overview                                : user_guide/timeseries.html#timeseries-overview
	timeseries.partialindexing               Partial string indexing                 : user_guide/timeseries.html#timeseries-partialindexing
	timeseries.period_dtype                  Period dtypes                           : user_guide/timeseries.html#timeseries-period-dtype
	timeseries.periods                       Time span representation                : user_guide/timeseries.html#timeseries-periods
	timeseries.quarterly                     user_guide/timeseries.html#timeseries-quarterly
	timeseries.representation                Timestamps vs. time spans               : user_guide/timeseries.html#timeseries-representation
	timeseries.resampling                    Resampling                              : user_guide/timeseries.html#timeseries-resampling
	timeseries.slice_vs_exact_match          Slice vs. exact match                   : user_guide/timeseries.html#timeseries-slice-vs-exact-match
	timeseries.timestamp-limits              Timestamp limitations                   : user_guide/timeseries.html#timeseries-timestamp-limits
	timeseries.timezone                      Time zone handling                      : user_guide/timeseries.html#timeseries-timezone
	timeseries.timezone_ambiguous            Ambiguous times when localizing         : user_guide/timeseries.html#timeseries-timezone-ambiguous
	timeseries.timezone_nonexistent          Nonexistent times when localizing       : user_guide/timeseries.html#timeseries-timezone-nonexistent
	timeseries.timezone_series               Time zone series operations             : user_guide/timeseries.html#timeseries-timezone-series
	tutorial-exercises-new-users             Exercises for new users                 : getting_started/tutorials.html#tutorial-exercises-new-users
	tutorial-modern                          Modern pandas                           : getting_started/tutorials.html#tutorial-modern
	udf-mutation                             Mutating with User Defined Function (UDF) methods: user_guide/gotchas.html#udf-mutation
	user_guide                               User Guide                              : user_guide/index.html#user-guide
	using-hypothesis                         Using hypothesis                        : development/contributing.html#using-hypothesis
	visualization                            Visualization                           : user_guide/visualization.html#visualization
	visualization.andrews_curves             Andrews curves                          : user_guide/visualization.html#visualization-andrews-curves
	visualization.area_plot                  Area plot                               : user_guide/visualization.html#visualization-area-plot
	visualization.autocorrelation            Autocorrelation plot                    : user_guide/visualization.html#visualization-autocorrelation
	visualization.barplot                    Bar plots                               : user_guide/visualization.html#visualization-barplot
	visualization.basic                      Basic plotting: plot                    : user_guide/visualization.html#visualization-basic
	visualization.bootstrap                  Bootstrap plot                          : user_guide/visualization.html#visualization-bootstrap
	visualization.box                        Box plots                               : user_guide/visualization.html#visualization-box
	visualization.box.return                 user_guide/visualization.html#visualization-box-return
	visualization.colormaps                  Colormaps                               : user_guide/visualization.html#visualization-colormaps
	visualization.errorbars                  Plotting with error bars                : user_guide/visualization.html#visualization-errorbars
	visualization.formatting                 Plot formatting                         : user_guide/visualization.html#visualization-formatting
	visualization.hexbin                     Hexagonal bin plot                      : user_guide/visualization.html#visualization-hexbin
	visualization.hist                       Histograms                              : user_guide/visualization.html#visualization-hist
	visualization.kde                        Density plot                            : user_guide/visualization.html#visualization-kde
	visualization.lag                        Lag plot                                : user_guide/visualization.html#visualization-lag
	visualization.missing_data               Plotting with missing data              : user_guide/visualization.html#visualization-missing-data
	visualization.other                      Other plots                             : user_guide/visualization.html#visualization-other
	visualization.parallel_coordinates       Parallel coordinates                    : user_guide/visualization.html#visualization-parallel-coordinates
	visualization.pie                        Pie plot                                : user_guide/visualization.html#visualization-pie
	visualization.radviz                     RadViz                                  : user_guide/visualization.html#visualization-radviz
	visualization.scatter                    Scatter plot                            : user_guide/visualization.html#visualization-scatter
	visualization.scatter_matrix             Scatter matrix plot                     : user_guide/visualization.html#visualization-scatter-matrix
	visualization.table                      Plotting tables                         : user_guide/visualization.html#visualization-table
	visualization.tools                      Plotting tools                          : user_guide/visualization.html#visualization-tools
	whatsnew.api_breaking.io_compat          Possible incompatibility for HDF5 formats created with pandas < 0.13.0: whatsnew/v0.20.0.html#whatsnew-api-breaking-io-compat
	whatsnew_0.10.0.contributors             Contributors                            : whatsnew/v0.10.0.html#whatsnew-0-10-0-contributors
	whatsnew_0.10.1.contributors             Contributors                            : whatsnew/v0.10.1.html#whatsnew-0-10-1-contributors
	whatsnew_0.11.0.contributors             Contributors                            : whatsnew/v0.11.0.html#whatsnew-0-11-0-contributors
	whatsnew_0.12.0.contributors             Contributors                            : whatsnew/v0.12.0.html#whatsnew-0-12-0-contributors
	whatsnew_0.13.0.contributors             Contributors                            : whatsnew/v0.13.0.html#whatsnew-0-13-0-contributors
	whatsnew_0.13.1.contributors             Contributors                            : whatsnew/v0.13.1.html#whatsnew-0-13-1-contributors
	whatsnew_0.14.0.contributors             Contributors                            : whatsnew/v0.14.0.html#whatsnew-0-14-0-contributors
	whatsnew_0.14.1.contributors             Contributors                            : whatsnew/v0.14.1.html#whatsnew-0-14-1-contributors
	whatsnew_0.15.0.contributors             Contributors                            : whatsnew/v0.15.0.html#whatsnew-0-15-0-contributors
	whatsnew_0.15.1.contributors             Contributors                            : whatsnew/v0.15.1.html#whatsnew-0-15-1-contributors
	whatsnew_0.15.2.contributors             Contributors                            : whatsnew/v0.15.2.html#whatsnew-0-15-2-contributors
	whatsnew_0.16.0.contributors             Contributors                            : whatsnew/v0.16.0.html#whatsnew-0-16-0-contributors
	whatsnew_0.16.1.contributors             Contributors                            : whatsnew/v0.16.1.html#whatsnew-0-16-1-contributors
	whatsnew_0.16.2.contributors             Contributors                            : whatsnew/v0.16.2.html#whatsnew-0-16-2-contributors
	whatsnew_0.17.0.contributors             Contributors                            : whatsnew/v0.17.0.html#whatsnew-0-17-0-contributors
	whatsnew_0.17.1.contributors             Contributors                            : whatsnew/v0.17.1.html#whatsnew-0-17-1-contributors
	whatsnew_0.18.0.contributors             Contributors                            : whatsnew/v0.18.0.html#whatsnew-0-18-0-contributors
	whatsnew_0.18.1.contributors             Contributors                            : whatsnew/v0.18.1.html#whatsnew-0-18-1-contributors
	whatsnew_0.19.0.contributors             Contributors                            : whatsnew/v0.19.0.html#whatsnew-0-19-0-contributors
	whatsnew_0.19.1.contributors             Contributors                            : whatsnew/v0.19.1.html#whatsnew-0-19-1-contributors
	whatsnew_0.19.2.contributors             Contributors                            : whatsnew/v0.19.2.html#whatsnew-0-19-2-contributors
	whatsnew_0.20.0.contributors             Contributors                            : whatsnew/v0.20.0.html#whatsnew-0-20-0-contributors
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	whatsnew_0100                            Version 0.10.0 (December 17, 2012)      : whatsnew/v0.10.0.html#whatsnew-0100
	whatsnew_0101                            Version 0.10.1 (January 22, 2013)       : whatsnew/v0.10.1.html#whatsnew-0101
	whatsnew_0110                            Version 0.11.0 (April 22, 2013)         : whatsnew/v0.11.0.html#whatsnew-0110
	whatsnew_0120                            Version 0.12.0 (July 24, 2013)          : whatsnew/v0.12.0.html#whatsnew-0120
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	whatsnew_0130                            Version 0.13.0 (January 3, 2014)        : whatsnew/v0.13.0.html#whatsnew-0130
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	whatsnew_0130.refactoring                Internal refactoring                    : whatsnew/v0.13.0.html#whatsnew-0130-refactoring
	whatsnew_0131                            Version 0.13.1 (February 3, 2014)       : whatsnew/v0.13.1.html#whatsnew-0131
	whatsnew_0140                            Version 0.14.0 (May 31 , 2014)          : whatsnew/v0.14.0.html#whatsnew-0140
	whatsnew_0140.api                        API changes                             : whatsnew/v0.14.0.html#whatsnew-0140-api
	whatsnew_0140.bug_fixes                  Bug fixes                               : whatsnew/v0.14.0.html#whatsnew-0140-bug-fixes
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	whatsnew_0140.enhancements               Enhancements                            : whatsnew/v0.14.0.html#whatsnew-0140-enhancements
	whatsnew_0140.groupby                    GroupBy API changes                     : whatsnew/v0.14.0.html#whatsnew-0140-groupby
	whatsnew_0140.knownissues                Known issues                            : whatsnew/v0.14.0.html#whatsnew-0140-knownissues
	whatsnew_0140.parsing                    Text parsing API changes                : whatsnew/v0.14.0.html#whatsnew-0140-parsing
	whatsnew_0140.performance                Performance                             : whatsnew/v0.14.0.html#whatsnew-0140-performance
	whatsnew_0140.plotting                   Plotting                                : whatsnew/v0.14.0.html#whatsnew-0140-plotting
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	whatsnew_0140.slicers                    Multi-indexing using slicers            : whatsnew/v0.14.0.html#whatsnew-0140-slicers
	whatsnew_0140.sql                        SQL                                     : whatsnew/v0.14.0.html#whatsnew-0140-sql
	whatsnew_0141                            Version 0.14.1 (July 11, 2014)          : whatsnew/v0.14.1.html#whatsnew-0141
	whatsnew_0141.api                        API changes                             : whatsnew/v0.14.1.html#whatsnew-0141-api
	whatsnew_0141.bug_fixes                  Bug fixes                               : whatsnew/v0.14.1.html#whatsnew-0141-bug-fixes
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	whatsnew_0141.performance                Performance                             : whatsnew/v0.14.1.html#whatsnew-0141-performance
	whatsnew_0150                            Version 0.15.0 (October 18, 2014)       : whatsnew/v0.15.0.html#whatsnew-0150
	whatsnew_0150.api                        Backwards incompatible API changes      : whatsnew/v0.15.0.html#whatsnew-0150-api
	whatsnew_0150.api_breaking               Breaking changes                        : whatsnew/v0.15.0.html#whatsnew-0150-api-breaking
	whatsnew_0150.blanklines                 whatsnew/v0.15.0.html#whatsnew-0150-blanklines
	whatsnew_0150.bug_fixes                  Bug fixes                               : whatsnew/v0.15.0.html#whatsnew-0150-bug-fixes
	whatsnew_0150.cat                        Categoricals in Series/DataFrame        : whatsnew/v0.15.0.html#whatsnew-0150-cat
	whatsnew_0150.deprecations               Deprecations                            : whatsnew/v0.15.0.html#whatsnew-0150-deprecations
	whatsnew_0150.dt                         Series.dt accessor                      : whatsnew/v0.15.0.html#whatsnew-0150-dt
	whatsnew_0150.enhancements               Enhancements                            : whatsnew/v0.15.0.html#whatsnew-0150-enhancements
	whatsnew_0150.index_set_ops              whatsnew/v0.15.0.html#whatsnew-0150-index-set-ops
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	whatsnew_0150.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.15.0.html#whatsnew-0150-prior-deprecations
	whatsnew_0150.refactoring                Internal refactoring                    : whatsnew/v0.15.0.html#whatsnew-0150-refactoring
	whatsnew_0150.roll                       Rolling/expanding moments improvements  : whatsnew/v0.15.0.html#whatsnew-0150-roll
	whatsnew_0150.sql                        Improvements in the SQL IO module       : whatsnew/v0.15.0.html#whatsnew-0150-sql
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	whatsnew_0150.tz                         Timezone handling improvements          : whatsnew/v0.15.0.html#whatsnew-0150-tz
	whatsnew_0151                            Version 0.15.1 (November 9, 2014)       : whatsnew/v0.15.1.html#whatsnew-0151
	whatsnew_0151.api                        API changes                             : whatsnew/v0.15.1.html#whatsnew-0151-api
	whatsnew_0151.bug_fixes                  Bug fixes                               : whatsnew/v0.15.1.html#whatsnew-0151-bug-fixes
	whatsnew_0151.datetime64_plotting        whatsnew/v0.15.1.html#whatsnew-0151-datetime64-plotting
	whatsnew_0151.enhancements               Enhancements                            : whatsnew/v0.15.1.html#whatsnew-0151-enhancements
	whatsnew_0152                            Version 0.15.2 (December 12, 2014)      : whatsnew/v0.15.2.html#whatsnew-0152
	whatsnew_0152.api                        API changes                             : whatsnew/v0.15.2.html#whatsnew-0152-api
	whatsnew_0152.bug_fixes                  Bug fixes                               : whatsnew/v0.15.2.html#whatsnew-0152-bug-fixes
	whatsnew_0152.enhancements               Enhancements                            : whatsnew/v0.15.2.html#whatsnew-0152-enhancements
	whatsnew_0152.performance                Performance                             : whatsnew/v0.15.2.html#whatsnew-0152-performance
	whatsnew_0160                            Version 0.16.0 (March 22, 2015)         : whatsnew/v0.16.0.html#whatsnew-0160
	whatsnew_0160.api                        Backwards incompatible API changes      : whatsnew/v0.16.0.html#whatsnew-0160-api
	whatsnew_0160.api_breaking               Changes in timedelta                    : whatsnew/v0.16.0.html#whatsnew-0160-api-breaking
	whatsnew_0160.api_breaking.categorical   Categorical changes                     : whatsnew/v0.16.0.html#whatsnew-0160-api-breaking-categorical
	whatsnew_0160.api_breaking.indexing      Indexing changes                        : whatsnew/v0.16.0.html#whatsnew-0160-api-breaking-indexing
	whatsnew_0160.api_breaking.other         Other API changes                       : whatsnew/v0.16.0.html#whatsnew-0160-api-breaking-other
	whatsnew_0160.api_breaking.timedelta     Changes in timedelta                    : whatsnew/v0.16.0.html#whatsnew-0160-api-breaking-timedelta
	whatsnew_0160.bug_fixes                  Bug fixes                               : whatsnew/v0.16.0.html#whatsnew-0160-bug-fixes
	whatsnew_0160.deprecations               Deprecations                            : whatsnew/v0.16.0.html#whatsnew-0160-deprecations
	whatsnew_0160.enhancements               New features                            : whatsnew/v0.16.0.html#whatsnew-0160-enhancements
	whatsnew_0160.enhancements.assign        DataFrame assign                        : whatsnew/v0.16.0.html#whatsnew-0160-enhancements-assign
	whatsnew_0160.enhancements.other         Other enhancements                      : whatsnew/v0.16.0.html#whatsnew-0160-enhancements-other
	whatsnew_0160.enhancements.sparse        Interaction with scipy.sparse           : whatsnew/v0.16.0.html#whatsnew-0160-enhancements-sparse
	whatsnew_0160.enhancements.string        String methods enhancements             : whatsnew/v0.16.0.html#whatsnew-0160-enhancements-string
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	whatsnew_0160.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.16.0.html#whatsnew-0160-prior-deprecations
	whatsnew_0161                            Version 0.16.1 (May 11, 2015)           : whatsnew/v0.16.1.html#whatsnew-0161
	whatsnew_0161.api                        API changes                             : whatsnew/v0.16.1.html#whatsnew-0161-api
	whatsnew_0161.bug_fixes                  Bug fixes                               : whatsnew/v0.16.1.html#whatsnew-0161-bug-fixes
	whatsnew_0161.deprecations               Deprecations                            : whatsnew/v0.16.1.html#whatsnew-0161-deprecations
	whatsnew_0161.enhancements               whatsnew/v0.16.1.html#whatsnew-0161-enhancements
	whatsnew_0161.enhancements.categoricalindex CategoricalIndex                        : whatsnew/v0.16.1.html#whatsnew-0161-enhancements-categoricalindex
	whatsnew_0161.enhancements.other         Other enhancements                      : whatsnew/v0.16.1.html#whatsnew-0161-enhancements-other
	whatsnew_0161.enhancements.sample        Sample                                  : whatsnew/v0.16.1.html#whatsnew-0161-enhancements-sample
	whatsnew_0161.enhancements.string        String methods enhancements             : whatsnew/v0.16.1.html#whatsnew-0161-enhancements-string
	whatsnew_0161.index_repr                 Index representation                    : whatsnew/v0.16.1.html#whatsnew-0161-index-repr
	whatsnew_0161.performance                Performance improvements                : whatsnew/v0.16.1.html#whatsnew-0161-performance
	whatsnew_0162                            Version 0.16.2 (June 12, 2015)          : whatsnew/v0.16.2.html#whatsnew-0162
	whatsnew_0162.api                        API changes                             : whatsnew/v0.16.2.html#whatsnew-0162-api
	whatsnew_0162.bug_fixes                  Bug fixes                               : whatsnew/v0.16.2.html#whatsnew-0162-bug-fixes
	whatsnew_0162.enhancements               New features                            : whatsnew/v0.16.2.html#whatsnew-0162-enhancements
	whatsnew_0162.enhancements.other         Other enhancements                      : whatsnew/v0.16.2.html#whatsnew-0162-enhancements-other
	whatsnew_0162.enhancements.pipe          Pipe                                    : whatsnew/v0.16.2.html#whatsnew-0162-enhancements-pipe
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	whatsnew_0170                            Version 0.17.0 (October 9, 2015)        : whatsnew/v0.17.0.html#whatsnew-0170
	whatsnew_0170.api                        Backwards incompatible API changes      : whatsnew/v0.17.0.html#whatsnew-0170-api
	whatsnew_0170.api_breaking               Backwards incompatible API changes      : whatsnew/v0.17.0.html#whatsnew-0170-api-breaking
	whatsnew_0170.api_breaking.categorical_unique Changes to Categorical.unique           : whatsnew/v0.17.0.html#whatsnew-0170-api-breaking-categorical-unique
	whatsnew_0170.api_breaking.display_precision Changes to display.precision option     : whatsnew/v0.17.0.html#whatsnew-0170-api-breaking-display-precision
	whatsnew_0170.api_breaking.hdf_dropna    HDFStore dropna behavior                : whatsnew/v0.17.0.html#whatsnew-0170-api-breaking-hdf-dropna
	whatsnew_0170.api_breaking.other         Other API changes                       : whatsnew/v0.17.0.html#whatsnew-0170-api-breaking-other
	whatsnew_0170.api_breaking.sorting       Changes to sorting API                  : whatsnew/v0.17.0.html#whatsnew-0170-api-breaking-sorting
	whatsnew_0170.api_breaking.to_datetime   Changes to to_datetime and to_timedelta : whatsnew/v0.17.0.html#whatsnew-0170-api-breaking-to-datetime
	whatsnew_0170.bug_fixes                  Bug fixes                               : whatsnew/v0.17.0.html#whatsnew-0170-bug-fixes
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	whatsnew_0170.east_asian_width           Display alignment with Unicode East Asian width: whatsnew/v0.17.0.html#whatsnew-0170-east-asian-width
	whatsnew_0170.enhancements               New features                            : whatsnew/v0.17.0.html#whatsnew-0170-enhancements
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	whatsnew_0170.gbq                        Google BigQuery enhancements            : whatsnew/v0.17.0.html#whatsnew-0170-gbq
	whatsnew_0170.gil                        Releasing the GIL                       : whatsnew/v0.17.0.html#whatsnew-0170-gil
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	whatsnew_0170.periodfreq                 Period frequency enhancement            : whatsnew/v0.17.0.html#whatsnew-0170-periodfreq
	whatsnew_0170.plot                       Plot submethods                         : whatsnew/v0.17.0.html#whatsnew-0170-plot
	whatsnew_0170.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.17.0.html#whatsnew-0170-prior-deprecations
	whatsnew_0170.strftime                   Additional methods for dt accessor      : whatsnew/v0.17.0.html#whatsnew-0170-strftime
	whatsnew_0170.tz                         Datetime with TZ                        : whatsnew/v0.17.0.html#whatsnew-0170-tz
	whatsnew_0171                            Version 0.17.1 (November 21, 2015)      : whatsnew/v0.17.1.html#whatsnew-0171
	whatsnew_0171.api                        API changes                             : whatsnew/v0.17.1.html#whatsnew-0171-api
	whatsnew_0171.bug_fixes                  Bug fixes                               : whatsnew/v0.17.1.html#whatsnew-0171-bug-fixes
	whatsnew_0171.deprecations               Deprecations                            : whatsnew/v0.17.1.html#whatsnew-0171-deprecations
	whatsnew_0171.enhancements               Enhancements                            : whatsnew/v0.17.1.html#whatsnew-0171-enhancements
	whatsnew_0171.performance                Performance improvements                : whatsnew/v0.17.1.html#whatsnew-0171-performance
	whatsnew_0171.style                      Conditional HTML formatting             : whatsnew/v0.17.1.html#whatsnew-0171-style
	whatsnew_0180                            Version 0.18.0 (March 13, 2016)         : whatsnew/v0.18.0.html#whatsnew-0180
	whatsnew_0180.api                        Other API changes                       : whatsnew/v0.18.0.html#whatsnew-0180-api
	whatsnew_0180.api_breaking               Backwards incompatible API changes      : whatsnew/v0.18.0.html#whatsnew-0180-api-breaking
	whatsnew_0180.breaking.resample          Resample API                            : whatsnew/v0.18.0.html#whatsnew-0180-breaking-resample
	whatsnew_0180.bug_fixes                  Bug fixes                               : whatsnew/v0.18.0.html#whatsnew-0180-bug-fixes
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	whatsnew_0180.enhancements               New features                            : whatsnew/v0.18.0.html#whatsnew-0180-enhancements
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	whatsnew_0180.enhancements.other         Other enhancements                      : whatsnew/v0.18.0.html#whatsnew-0180-enhancements-other
	whatsnew_0180.enhancements.rangeindex    Range Index                             : whatsnew/v0.18.0.html#whatsnew-0180-enhancements-rangeindex
	whatsnew_0180.enhancements.rename        Changes to rename                       : whatsnew/v0.18.0.html#whatsnew-0180-enhancements-rename
	whatsnew_0180.enhancements.rounding      Datetimelike rounding                   : whatsnew/v0.18.0.html#whatsnew-0180-enhancements-rounding
	whatsnew_0180.enhancements.sas           pd.read_sas() changes                   : whatsnew/v0.18.0.html#whatsnew-0180-enhancements-sas
	whatsnew_0180.enhancements.strcat        Changes to str.cat                      : whatsnew/v0.18.0.html#whatsnew-0180-enhancements-strcat
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	whatsnew_0180.float_indexers             Removal of deprecated float indexers    : whatsnew/v0.18.0.html#whatsnew-0180-float-indexers
	whatsnew_0180.performance                Performance improvements                : whatsnew/v0.18.0.html#whatsnew-0180-performance
	whatsnew_0180.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.18.0.html#whatsnew-0180-prior-deprecations
	whatsnew_0180.window_deprecations        whatsnew/v0.18.0.html#whatsnew-0180-window-deprecations
	whatsnew_0181                            Version 0.18.1 (May 3, 2016)            : whatsnew/v0.18.1.html#whatsnew-0181
	whatsnew_0181.api                        API changes                             : whatsnew/v0.18.1.html#whatsnew-0181-api
	whatsnew_0181.api.groubynth              Method .groupby(..).nth() changes       : whatsnew/v0.18.1.html#whatsnew-0181-api-groubynth
	whatsnew_0181.api.other                  Other API changes                       : whatsnew/v0.18.1.html#whatsnew-0181-api-other
	whatsnew_0181.api.to_datetime            Method to_datetime error changes        : whatsnew/v0.18.1.html#whatsnew-0181-api-to-datetime
	whatsnew_0181.apply_resample             Using .apply on GroupBy resampling      : whatsnew/v0.18.1.html#whatsnew-0181-apply-resample
	whatsnew_0181.bug_fixes                  Bug fixes                               : whatsnew/v0.18.1.html#whatsnew-0181-bug-fixes
	whatsnew_0181.deferred_ops               Method .groupby(..) syntax with window and resample operations: whatsnew/v0.18.1.html#whatsnew-0181-deferred-ops
	whatsnew_0181.deprecations               Deprecations                            : whatsnew/v0.18.1.html#whatsnew-0181-deprecations
	whatsnew_0181.enhancements.assembling    Assembling datetimes                    : whatsnew/v0.18.1.html#whatsnew-0181-enhancements-assembling
	whatsnew_0181.enhancements.custombusinesshour Custom business hour                    : whatsnew/v0.18.1.html#whatsnew-0181-enhancements-custombusinesshour
	whatsnew_0181.enhancements.method_chain  Method chaining improvements            : whatsnew/v0.18.1.html#whatsnew-0181-enhancements-method-chain
	whatsnew_0181.new_features               New features                            : whatsnew/v0.18.1.html#whatsnew-0181-new-features
	whatsnew_0181.numpy_compatibility        NumPy function compatibility            : whatsnew/v0.18.1.html#whatsnew-0181-numpy-compatibility
	whatsnew_0181.other                      Other enhancements                      : whatsnew/v0.18.1.html#whatsnew-0181-other
	whatsnew_0181.partial_string_indexing    Partial string indexing on DatetimeIndex when part of a MultiIndex: whatsnew/v0.18.1.html#whatsnew-0181-partial-string-indexing
	whatsnew_0181.performance                Performance improvements                : whatsnew/v0.18.1.html#whatsnew-0181-performance
	whatsnew_0181.read_csv_exceptions        Changes in read_csv exceptions          : whatsnew/v0.18.1.html#whatsnew-0181-read-csv-exceptions
	whatsnew_0181.sparse                     Sparse changes                          : whatsnew/v0.18.1.html#whatsnew-0181-sparse
	whatsnew_0190                            Version 0.19.0 (October 2, 2016)        : whatsnew/v0.19.0.html#whatsnew-0190
	whatsnew_0190.api                        API changes                             : whatsnew/v0.19.0.html#whatsnew-0190-api
	whatsnew_0190.api.autogenerated_chunksize_index Function read_csv will progressively enumerate chunks: whatsnew/v0.19.0.html#whatsnew-0190-api-autogenerated-chunksize-index
	whatsnew_0190.api.describe               Method .describe() changes              : whatsnew/v0.19.0.html#whatsnew-0190-api-describe
	whatsnew_0190.api.difference             Index.difference and .symmetric_difference changes: whatsnew/v0.19.0.html#whatsnew-0190-api-difference
	whatsnew_0190.api.merging                Merging changes                         : whatsnew/v0.19.0.html#whatsnew-0190-api-merging
	whatsnew_0190.api.multiindex             MultiIndex constructors, groupby and set_index preserve categorical dtypes: whatsnew/v0.19.0.html#whatsnew-0190-api-multiindex
	whatsnew_0190.api.other                  Other API changes                       : whatsnew/v0.19.0.html#whatsnew-0190-api-other
	whatsnew_0190.api.period                 Period changes                          : whatsnew/v0.19.0.html#whatsnew-0190-api-period
	whatsnew_0190.api.periodnat              Period('NaT') now returns pd.NaT        : whatsnew/v0.19.0.html#whatsnew-0190-api-periodnat
	whatsnew_0190.api.promote                Series type promotion on assignment     : whatsnew/v0.19.0.html#whatsnew-0190-api-promote
	whatsnew_0190.api.series_ops             Series operators for different indexes  : whatsnew/v0.19.0.html#whatsnew-0190-api-series-ops
	whatsnew_0190.api.setops                 Index + / - no longer used for set operations: whatsnew/v0.19.0.html#whatsnew-0190-api-setops
	whatsnew_0190.api.to_datetime_coerce     Function .to_datetime() changes         : whatsnew/v0.19.0.html#whatsnew-0190-api-to-datetime-coerce
	whatsnew_0190.api.unique_index           Index.unique consistently returns Index : whatsnew/v0.19.0.html#whatsnew-0190-api-unique-index
	whatsnew_0190.bug_fixes                  Bug fixes                               : whatsnew/v0.19.0.html#whatsnew-0190-bug-fixes
	whatsnew_0190.deprecations               Deprecations                            : whatsnew/v0.19.0.html#whatsnew-0190-deprecations
	whatsnew_0190.dev_api                    pandas development API                  : whatsnew/v0.19.0.html#whatsnew-0190-dev-api
	whatsnew_0190.enhancements.asof_merge    Function merge_asof for asof-style time-series joining: whatsnew/v0.19.0.html#whatsnew-0190-enhancements-asof-merge
	whatsnew_0190.enhancements.index         New Index methods                       : whatsnew/v0.19.0.html#whatsnew-0190-enhancements-index
	whatsnew_0190.enhancements.other         Other enhancements                      : whatsnew/v0.19.0.html#whatsnew-0190-enhancements-other
	whatsnew_0190.enhancements.read_csv_categorical Method read_csv supports parsing Categorical directly: whatsnew/v0.19.0.html#whatsnew-0190-enhancements-read-csv-categorical
	whatsnew_0190.enhancements.read_csv_dupe_col_names_support Method read_csv has improved support for duplicate column names: whatsnew/v0.19.0.html#whatsnew-0190-enhancements-read-csv-dupe-col-names-support
	whatsnew_0190.enhancements.rolling_ts    Method .rolling() is now time-series aware: whatsnew/v0.19.0.html#whatsnew-0190-enhancements-rolling-ts
	whatsnew_0190.enhancements.semi_month_offsets Semi-month offsets                      : whatsnew/v0.19.0.html#whatsnew-0190-enhancements-semi-month-offsets
	whatsnew_0190.enhancements.to_numeric_downcast Downcast values to smallest possible dtype in to_numeric: whatsnew/v0.19.0.html#whatsnew-0190-enhancements-to-numeric-downcast
	whatsnew_0190.enhancements.union_categoricals Categorical concatenation               : whatsnew/v0.19.0.html#whatsnew-0190-enhancements-union-categoricals
	whatsnew_0190.errstate                   Fine-grained NumPy errstate             : whatsnew/v0.19.0.html#whatsnew-0190-errstate
	whatsnew_0190.gbq                        Google BigQuery enhancements            : whatsnew/v0.19.0.html#whatsnew-0190-gbq
	whatsnew_0190.get_dummies_dtypes         Method get_dummies now returns integer dtypes: whatsnew/v0.19.0.html#whatsnew-0190-get-dummies-dtypes
	whatsnew_0190.indexer_dtype              Indexer dtype changes                   : whatsnew/v0.19.0.html#whatsnew-0190-indexer-dtype
	whatsnew_0190.new_features               New features                            : whatsnew/v0.19.0.html#whatsnew-0190-new-features
	whatsnew_0190.performance                Performance improvements                : whatsnew/v0.19.0.html#whatsnew-0190-performance
	whatsnew_0190.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.19.0.html#whatsnew-0190-prior-deprecations
	whatsnew_0190.sparse                     Sparse changes                          : whatsnew/v0.19.0.html#whatsnew-0190-sparse
	whatsnew_0191                            Version 0.19.1 (November 3, 2016)       : whatsnew/v0.19.1.html#whatsnew-0191
	whatsnew_0191.bug_fixes                  Bug fixes                               : whatsnew/v0.19.1.html#whatsnew-0191-bug-fixes
	whatsnew_0191.performance                Performance improvements                : whatsnew/v0.19.1.html#whatsnew-0191-performance
	whatsnew_0192                            Version 0.19.2 (December 24, 2016)      : whatsnew/v0.19.2.html#whatsnew-0192
	whatsnew_0192.bug_fixes                  Bug fixes                               : whatsnew/v0.19.2.html#whatsnew-0192-bug-fixes
	whatsnew_0192.enhancements               Enhancements                            : whatsnew/v0.19.2.html#whatsnew-0192-enhancements
	whatsnew_0192.performance                Performance improvements                : whatsnew/v0.19.2.html#whatsnew-0192-performance
	whatsnew_0200                            Version 0.20.1 (May 5, 2017)            : whatsnew/v0.20.0.html#whatsnew-0200
	whatsnew_0200.api                        Other API changes                       : whatsnew/v0.20.0.html#whatsnew-0200-api
	whatsnew_0200.api_breaking               Backwards incompatible API changes      : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking
	whatsnew_0200.api_breaking.concat_dtypes Concat of different float dtypes will not automatically upcast: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-concat-dtypes
	whatsnew_0200.api_breaking.deprecate_group_agg_dict Deprecate groupby.agg() with a dictionary when renaming: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-deprecate-group-agg-dict
	whatsnew_0200.api_breaking.deprecate_ix  Deprecate .ix                           : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-deprecate-ix
	whatsnew_0200.api_breaking.deprecate_panel Deprecate Panel                         : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-deprecate-panel
	whatsnew_0200.api_breaking.gbq           pandas Google BigQuery support has moved: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-gbq
	whatsnew_0200.api_breaking.groupby_describe GroupBy describe formatting             : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-groupby-describe
	whatsnew_0200.api_breaking.hdfstore_where HDFStore where string comparison        : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-hdfstore-where
	whatsnew_0200.api_breaking.index_dt_field Accessing datetime fields of Index now return Index: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-index-dt-field
	whatsnew_0200.api_breaking.index_map     Map on Index types now return other Index types: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-index-map
	whatsnew_0200.api_breaking.index_order   Index.intersection and inner join now preserve the order of the left Index: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-index-order
	whatsnew_0200.api_breaking.memory_usage  Memory usage for Index is more accurate : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-memory-usage
	whatsnew_0200.api_breaking.partial_string_indexing Partial string indexing changes         : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-partial-string-indexing
	whatsnew_0200.api_breaking.pivot_table   Pivot table always returns a DataFrame  : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-pivot-table
	whatsnew_0200.api_breaking.rolling_pairwise Window binary corr/cov operations return a MultiIndex DataFrame: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-rolling-pairwise
	whatsnew_0200.api_breaking.s3            S3 file handling                        : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-s3
	whatsnew_0200.api_breaking.sort_index    DataFrame.sort_index changes            : whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-sort-index
	whatsnew_0200.api_breaking.unique        pd.unique will now be consistent with extension types: whatsnew/v0.20.0.html#whatsnew-0200-api-breaking-unique
	whatsnew_0200.bug_fixes                  Bug fixes                               : whatsnew/v0.20.0.html#whatsnew-0200-bug-fixes
	whatsnew_0200.deprecations               Deprecations                            : whatsnew/v0.20.0.html#whatsnew-0200-deprecations
	whatsnew_0200.deprecations.other         Other deprecations                      : whatsnew/v0.20.0.html#whatsnew-0200-deprecations-other
	whatsnew_0200.enhancements               New features                            : whatsnew/v0.20.0.html#whatsnew-0200-enhancements
	whatsnew_0200.enhancements.agg           Method agg API for DataFrame/Series     : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-agg
	whatsnew_0200.enhancements.compressed_urls Better support for compressed URLs in read_csv: whatsnew/v0.20.0.html#whatsnew-0200-enhancements-compressed-urls
	whatsnew_0200.enhancements.dataio_dtype  Keyword argument dtype for data IO      : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-dataio-dtype
	whatsnew_0200.enhancements.groupby_access GroupBy enhancements                    : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-groupby-access
	whatsnew_0200.enhancements.groupy_categorical GroupBy on categoricals                 : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-groupy-categorical
	whatsnew_0200.enhancements.intervalindex IntervalIndex                           : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-intervalindex
	whatsnew_0200.enhancements.other         Other enhancements                      : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-other
	whatsnew_0200.enhancements.pickle_compression Pickle file IO now supports compression : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-pickle-compression
	whatsnew_0200.enhancements.scipy_sparse  SciPy sparse matrix from/to SparseDataFrame: whatsnew/v0.20.0.html#whatsnew-0200-enhancements-scipy-sparse
	whatsnew_0200.enhancements.style_excel   Excel output for styled DataFrames      : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-style-excel
	whatsnew_0200.enhancements.table_schema  Table schema output                     : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-table-schema
	whatsnew_0200.enhancements.uint64_support UInt64 support improved                 : whatsnew/v0.20.0.html#whatsnew-0200-enhancements-uint64-support
	whatsnew_0200.performance                Performance improvements                : whatsnew/v0.20.0.html#whatsnew-0200-performance
	whatsnew_0200.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.20.0.html#whatsnew-0200-prior-deprecations
	whatsnew_0200.privacy                    Reorganization of the library: privacy changes: whatsnew/v0.20.0.html#whatsnew-0200-privacy
	whatsnew_0200.privacy.deprecate_plotting Deprecate .plotting                     : whatsnew/v0.20.0.html#whatsnew-0200-privacy-deprecate-plotting
	whatsnew_0200.privacy.development        Other development changes               : whatsnew/v0.20.0.html#whatsnew-0200-privacy-development
	whatsnew_0200.privacy.errors             pandas.errors                           : whatsnew/v0.20.0.html#whatsnew-0200-privacy-errors
	whatsnew_0200.privacy.extensions         Modules privacy has changed             : whatsnew/v0.20.0.html#whatsnew-0200-privacy-extensions
	whatsnew_0200.privacy.plotting           pandas.plotting                         : whatsnew/v0.20.0.html#whatsnew-0200-privacy-plotting
	whatsnew_0200.privacy.testing            pandas.testing                          : whatsnew/v0.20.0.html#whatsnew-0200-privacy-testing
	whatsnew_0202                            Version 0.20.2 (June 4, 2017)           : whatsnew/v0.20.2.html#whatsnew-0202
	whatsnew_0202.bug_fixes                  Bug fixes                               : whatsnew/v0.20.2.html#whatsnew-0202-bug-fixes
	whatsnew_0202.enhancements               Enhancements                            : whatsnew/v0.20.2.html#whatsnew-0202-enhancements
	whatsnew_0202.performance                Performance improvements                : whatsnew/v0.20.2.html#whatsnew-0202-performance
	whatsnew_0203                            Version 0.20.3 (July 7, 2017)           : whatsnew/v0.20.3.html#whatsnew-0203
	whatsnew_0203.bug_fixes                  Bug fixes                               : whatsnew/v0.20.3.html#whatsnew-0203-bug-fixes
	whatsnew_0210                            Version 0.21.0 (October 27, 2017)       : whatsnew/v0.21.0.html#whatsnew-0210
	whatsnew_0210.api                        Other API changes                       : whatsnew/v0.21.0.html#whatsnew-0210-api
	whatsnew_0210.api.consistency_of_range_functions Consistency of range functions          : whatsnew/v0.21.0.html#whatsnew-0210-api-consistency-of-range-functions
	whatsnew_0210.api.mpl_converters         No automatic Matplotlib converters      : whatsnew/v0.21.0.html#whatsnew-0210-api-mpl-converters
	whatsnew_0210.api.na_changes             NA naming changes                       : whatsnew/v0.21.0.html#whatsnew-0210-api-na-changes
	whatsnew_0210.api.utc_localization_with_series UTC localization with Series            : whatsnew/v0.21.0.html#whatsnew-0210-api-utc-localization-with-series
	whatsnew_0210.api_breaking               Backwards incompatible API changes      : whatsnew/v0.21.0.html#whatsnew-0210-api-breaking
	whatsnew_0210.api_breaking.bottleneck    Sum/prod of all-NaN or empty Series/DataFrames is now consistently NaN: whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-bottleneck
	whatsnew_0210.api_breaking.deps          Dependencies have increased minimum versions: whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-deps
	whatsnew_0210.api_breaking.dtype_conversions Dtype conversions                       : whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-dtype-conversions
	whatsnew_0210.api_breaking.iteration_scalars Iteration of Series/Index will now return Python scalars: whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-iteration-scalars
	whatsnew_0210.api_breaking.loc           Indexing with a list with missing labels is deprecated: whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-loc
	whatsnew_0210.api_breaking.loc_with_index Indexing with a Boolean Index           : whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-loc-with-index
	whatsnew_0210.api_breaking.pandas_eval   Improved error handling during item assignment in pd.eval: whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-pandas-eval
	whatsnew_0210.api_breaking.period_index_resampling PeriodIndex resampling                  : whatsnew/v0.21.0.html#whatsnew-0210-api-breaking-period-index-resampling
	whatsnew_0210.bug_fixes                  Bug fixes                               : whatsnew/v0.21.0.html#whatsnew-0210-bug-fixes
	whatsnew_0210.deprecations               Deprecations                            : whatsnew/v0.21.0.html#whatsnew-0210-deprecations
	whatsnew_0210.deprecations.argmin_min    Series.argmax and Series.argmin         : whatsnew/v0.21.0.html#whatsnew-0210-deprecations-argmin-min
	whatsnew_0210.deprecations.select        Series.select and DataFrame.select      : whatsnew/v0.21.0.html#whatsnew-0210-deprecations-select
	whatsnew_0210.docs                       Documentation changes                   : whatsnew/v0.21.0.html#whatsnew-0210-docs
	whatsnew_0210.enhancements               New features                            : whatsnew/v0.21.0.html#whatsnew-0210-enhancements
	whatsnew_0210.enhancements.attribute_access Improved warnings when attempting to create columns: whatsnew/v0.21.0.html#whatsnew-0210-enhancements-attribute-access
	whatsnew_0210.enhancements.categorical_dtype CategoricalDtype for specifying categoricals: whatsnew/v0.21.0.html#whatsnew-0210-enhancements-categorical-dtype
	whatsnew_0210.enhancements.drop_api      Method drop now also accepts index/columns keywords: whatsnew/v0.21.0.html#whatsnew-0210-enhancements-drop-api
	whatsnew_0210.enhancements.get_dummies_dtype Function get_dummies now supports dtype argument: whatsnew/v0.23.0.html#whatsnew-0210-enhancements-get-dummies-dtype
	whatsnew_0210.enhancements.groupby_pipe  GroupBy objects now have a pipe method  : whatsnew/v0.21.0.html#whatsnew-0210-enhancements-groupby-pipe
	whatsnew_0210.enhancements.infer_objects Method infer_objects type conversion    : whatsnew/v0.21.0.html#whatsnew-0210-enhancements-infer-objects
	whatsnew_0210.enhancements.limit_area    DataFrame.interpolate has gained the limit_area kwarg: whatsnew/v0.23.0.html#whatsnew-0210-enhancements-limit-area
	whatsnew_0210.enhancements.other         Other enhancements                      : whatsnew/v0.21.0.html#whatsnew-0210-enhancements-other
	whatsnew_0210.enhancements.parquet       Integration with Apache Parquet file format: whatsnew/v0.21.0.html#whatsnew-0210-enhancements-parquet
	whatsnew_0210.enhancements.rename_categories Categorical.rename_categories accepts a dict-like: whatsnew/v0.21.0.html#whatsnew-0210-enhancements-rename-categories
	whatsnew_0210.enhancements.rename_reindex_axis Methods rename, reindex now also accept axis keyword: whatsnew/v0.21.0.html#whatsnew-0210-enhancements-rename-reindex-axis
	whatsnew_0210.performance                Performance improvements                : whatsnew/v0.21.0.html#whatsnew-0210-performance
	whatsnew_0210.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.21.0.html#whatsnew-0210-prior-deprecations
	whatsnew_0210.pypy                       PyPy                                    : whatsnew/v0.21.0.html#whatsnew-0210-pypy
	whatsnew_0211                            Version 0.21.1 (December 12, 2017)      : whatsnew/v0.21.1.html#whatsnew-0211
	whatsnew_0211.bug_fixes                  Bug fixes                               : whatsnew/v0.21.1.html#whatsnew-0211-bug-fixes
	whatsnew_0211.converters                 Restore Matplotlib datetime converter registration: whatsnew/v0.21.1.html#whatsnew-0211-converters
	whatsnew_0211.deprecations               Deprecations                            : whatsnew/v0.21.1.html#whatsnew-0211-deprecations
	whatsnew_0211.enhancements               New features                            : whatsnew/v0.21.1.html#whatsnew-0211-enhancements
	whatsnew_0211.enhancements.other         Other enhancements                      : whatsnew/v0.21.1.html#whatsnew-0211-enhancements-other
	whatsnew_0211.enhancements.parquet       Improvements to the Parquet IO functionality: whatsnew/v0.21.1.html#whatsnew-0211-enhancements-parquet
	whatsnew_0211.performance                Performance improvements                : whatsnew/v0.21.1.html#whatsnew-0211-performance
	whatsnew_0220                            Version 0.22.0 (December 29, 2017)      : whatsnew/v0.22.0.html#whatsnew-0220
	whatsnew_0220.api_breaking               Backwards incompatible API changes      : whatsnew/v0.22.0.html#whatsnew-0220-api-breaking
	whatsnew_023.enhancements.extension      Extending pandas with custom types (experimental): whatsnew/v0.23.0.html#whatsnew-023-enhancements-extension
	whatsnew_0230                            What’s new in 0.23.0 (May 15, 2018)     : whatsnew/v0.23.0.html#whatsnew-0230
	whatsnew_0230.api.datetimelike           Datetimelike API changes                : whatsnew/v0.23.0.html#whatsnew-0230-api-datetimelike
	whatsnew_0230.api.other                  Other API changes                       : whatsnew/v0.23.0.html#whatsnew-0230-api-other
	whatsnew_0230.api_breaking               Backwards incompatible API changes      : whatsnew/v0.23.0.html#whatsnew-0230-api-breaking
	whatsnew_0230.api_breaking.apply         Changes to make output of DataFrame.apply consistent: whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-apply
	whatsnew_0230.api_breaking.build_changes Build changes                           : whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-build-changes
	whatsnew_0230.api_breaking.cdt_ordered   Default value for the ordered parameter of CategoricalDtype: whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-cdt-ordered
	whatsnew_0230.api_breaking.concat        Concatenation will no longer sort       : whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-concat
	whatsnew_0230.api_breaking.core_common   pandas.core.common removals             : whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-core-common
	whatsnew_0230.api_breaking.deprecate_panel Deprecate Panel                         : whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-deprecate-panel
	whatsnew_0230.api_breaking.deps          Dependencies have increased minimum versions: whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-deps
	whatsnew_0230.api_breaking.dict_insertion_order Instantiation from dicts preserves dict insertion order for Python 3.6+: whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-dict-insertion-order
	whatsnew_0230.api_breaking.extract       Extraction of matching patterns from strings: whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-extract
	whatsnew_0230.api_breaking.index_division_by_zero Index division by zero fills correctly  : whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-index-division-by-zero
	whatsnew_0230.api_breaking.pretty_printing Better pretty-printing of DataFrames in a terminal: whatsnew/v0.23.0.html#whatsnew-0230-api-breaking-pretty-printing
	whatsnew_0230.bug_fixes                  Bug fixes                               : whatsnew/v0.23.0.html#whatsnew-0230-bug-fixes
	whatsnew_0230.deprecations               Deprecations                            : whatsnew/v0.23.0.html#whatsnew-0230-deprecations
	whatsnew_0230.docs                       Documentation changes                   : whatsnew/v0.23.0.html#whatsnew-0230-docs
	whatsnew_0230.enhancements               New features                            : whatsnew/v0.23.0.html#whatsnew-0230-enhancements
	whatsnew_0230.enhancements.assign_dependent Method .assign() accepts dependent arguments: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-assign-dependent
	whatsnew_0230.enhancements.astype_category DataFrame.astype performs column-wise conversion to Categorical: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-astype-category
	whatsnew_0230.enhancements.categorical_grouping New observed keyword for excluding unobserved categories in GroupBy: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-categorical-grouping
	whatsnew_0230.enhancements.merge_on_columns_and_levels Merging on a combination of columns and index levels: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-merge-on-columns-and-levels
	whatsnew_0230.enhancements.other         Other enhancements                      : whatsnew/v0.23.0.html#whatsnew-0230-enhancements-other
	whatsnew_0230.enhancements.ran_inf       Method .rank() handles inf values when NaN are present: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-ran-inf
	whatsnew_0230.enhancements.round-trippable_json JSON read/write round-trippable with orient='table': whatsnew/v0.23.0.html#whatsnew-0230-enhancements-round-trippable-json
	whatsnew_0230.enhancements.sort_by_columns_and_levels Sorting by a combination of columns and index levels: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-sort-by-columns-and-levels
	whatsnew_0230.enhancements.str_cat_align Series.str.cat has gained the join kwarg: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-str-cat-align
	whatsnew_0230.enhancements.timedelta_mod Timedelta mod method                    : whatsnew/v0.23.0.html#whatsnew-0230-enhancements-timedelta-mod
	whatsnew_0230.enhancements.window_raw    Rolling/Expanding.apply() accepts raw=False to pass a Series to the function: whatsnew/v0.23.0.html#whatsnew-0230-enhancements-window-raw
	whatsnew_0230.performance                Performance improvements                : whatsnew/v0.23.0.html#whatsnew-0230-performance
	whatsnew_0230.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.23.0.html#whatsnew-0230-prior-deprecations
	whatsnew_0231                            What’s new in 0.23.1 (June 12, 2018)    : whatsnew/v0.23.1.html#whatsnew-0231
	whatsnew_0231.bug_fixes                  Bug fixes                               : whatsnew/v0.23.1.html#whatsnew-0231-bug-fixes
	whatsnew_0231.fixed_regressions          Fixed regressions                       : whatsnew/v0.23.1.html#whatsnew-0231-fixed-regressions
	whatsnew_0231.performance                Performance improvements                : whatsnew/v0.23.1.html#whatsnew-0231-performance
	whatsnew_0232                            What’s new in 0.23.2 (July 5, 2018)     : whatsnew/v0.23.2.html#whatsnew-0232
	whatsnew_0232.bug_fixes                  Bug fixes                               : whatsnew/v0.23.2.html#whatsnew-0232-bug-fixes
	whatsnew_0232.enhancements               Logical reductions over entire DataFrame: whatsnew/v0.23.2.html#whatsnew-0232-enhancements
	whatsnew_0232.fixed_regressions          Fixed regressions                       : whatsnew/v0.23.2.html#whatsnew-0232-fixed-regressions
	whatsnew_0233                            What’s new in 0.23.3 (July 7, 2018)     : whatsnew/v0.23.3.html#whatsnew-0233
	whatsnew_0234                            What’s new in 0.23.4 (August 3, 2018)   : whatsnew/v0.23.4.html#whatsnew-0234
	whatsnew_0234.bug_fixes                  Bug fixes                               : whatsnew/v0.23.4.html#whatsnew-0234-bug-fixes
	whatsnew_0234.fixed_regressions          Fixed regressions                       : whatsnew/v0.23.4.html#whatsnew-0234-fixed-regressions
	whatsnew_0240                            What’s new in 0.24.0 (January 25, 2019) : whatsnew/v0.24.0.html#whatsnew-0240
	whatsnew_0240.api.concat_categorical     Concatenation changes                   : whatsnew/v0.24.0.html#whatsnew-0240-api-concat-categorical
	whatsnew_0240.api.dataframe_arithmetic_broadcasting DataFrame arithmetic operations broadcasting changes: whatsnew/v0.24.0.html#whatsnew-0240-api-dataframe-arithmetic-broadcasting
	whatsnew_0240.api.dataframe_cmp_broadcasting DataFrame comparison operations broadcasting changes: whatsnew/v0.24.0.html#whatsnew-0240-api-dataframe-cmp-broadcasting
	whatsnew_0240.api.datetimelike           Period subtraction                      : whatsnew/v0.24.0.html#whatsnew-0240-api-datetimelike
	whatsnew_0240.api.datetimelike.normalize Tick DateOffset normalize restrictions  : whatsnew/v0.24.0.html#whatsnew-0240-api-datetimelike-normalize
	whatsnew_0240.api.extension              Extension type changes                  : whatsnew/v0.24.0.html#whatsnew-0240-api-extension
	whatsnew_0240.api.incompatibilities      Series and Index data-dtype incompatibilities: whatsnew/v0.24.0.html#whatsnew-0240-api-incompatibilities
	whatsnew_0240.api.other                  Other API changes                       : whatsnew/v0.24.0.html#whatsnew-0240-api-other
	whatsnew_0240.api.period_subtraction     Period subtraction                      : whatsnew/v0.24.0.html#whatsnew-0240-api-period-subtraction
	whatsnew_0240.api.timedelta64_subtract_nan Addition/subtraction of NaN from DataFrame: whatsnew/v0.24.0.html#whatsnew-0240-api-timedelta64-subtract-nan
	whatsnew_0240.api.timezone_offset_parsing Parsing datetime strings with timezone offsets: whatsnew/v0.24.0.html#whatsnew-0240-api-timezone-offset-parsing
	whatsnew_0240.api_breaking               Backwards incompatible API changes      : whatsnew/v0.24.0.html#whatsnew-0240-api-breaking
	whatsnew_0240.api_breaking.csv_line_terminator os.linesep is used for line_terminator of DataFrame.to_csv: whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-csv-line-terminator
	whatsnew_0240.api_breaking.datetime_unique Series.unique for timezone-aware data   : whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-datetime-unique
	whatsnew_0240.api_breaking.deps          Increased minimum versions for dependencies: whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-deps
	whatsnew_0240.api_breaking.frame_to_dict_index_orient Raise ValueError in DataFrame.to_dict(orient='index'): whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-frame-to-dict-index-orient
	whatsnew_0240.api_breaking.get_dummies   get_dummies() always returns a DataFrame: whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-get-dummies
	whatsnew_0240.api_breaking.period_end_time Time values in dt.end_time and to_timestamp(how='end'): whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-period-end-time
	whatsnew_0240.api_breaking.read_csv_mixed_tz Parsing mixed-timezones with read_csv() : whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-read-csv-mixed-tz
	whatsnew_0240.api_breaking.sparse_values Sparse data structure refactor          : whatsnew/v0.24.0.html#whatsnew-0240-api-breaking-sparse-values
	whatsnew_0240.bug_fixes                  Bug fixes                               : whatsnew/v0.24.0.html#whatsnew-0240-bug-fixes
	whatsnew_0240.bug_fixes.nan_with_str_dtype Proper handling of np.NaN in a string data-typed column with the Python engine: whatsnew/v0.24.0.html#whatsnew-0240-bug-fixes-nan-with-str-dtype
	whatsnew_0240.bug_fixes.sparse           Sparse                                  : whatsnew/v0.24.0.html#whatsnew-0240-bug-fixes-sparse
	whatsnew_0240.deprecations               Deprecations                            : whatsnew/v0.24.0.html#whatsnew-0240-deprecations
	whatsnew_0240.deprecations.datetimelike_int_ops Integer addition/subtraction with datetimes and timedeltas is deprecated: whatsnew/v0.24.0.html#whatsnew-0240-deprecations-datetimelike-int-ops
	whatsnew_0240.deprecations.integer_tz    Passing integer data and a timezone to DatetimeIndex: whatsnew/v0.24.0.html#whatsnew-0240-deprecations-integer-tz
	whatsnew_0240.deprecations.tz_aware_array Converting timezone-aware Series and Index to NumPy arrays: whatsnew/v0.24.0.html#whatsnew-0240-deprecations-tz-aware-array
	whatsnew_0240.enhancements.array         pandas.array: a new top-level method for creating arrays: whatsnew/v0.24.0.html#whatsnew-0240-enhancements-array
	whatsnew_0240.enhancements.extension_array_operators whatsnew/v0.24.0.html#whatsnew-0240-enhancements-extension-array-operators
	whatsnew_0240.enhancements.interval      Storing Interval and Period data in Series and DataFrame: whatsnew/v0.24.0.html#whatsnew-0240-enhancements-interval
	whatsnew_0240.enhancements.intna         Optional integer NA support             : whatsnew/v0.24.0.html#whatsnew-0240-enhancements-intna
	whatsnew_0240.enhancements.join_with_two_multiindexes Joining with two multi-indexes          : whatsnew/v0.24.0.html#whatsnew-0240-enhancements-join-with-two-multiindexes
	whatsnew_0240.enhancements.other         Other enhancements                      : whatsnew/v0.24.0.html#whatsnew-0240-enhancements-other
	whatsnew_0240.enhancements.read_html     Function read_html enhancements         : whatsnew/v0.24.0.html#whatsnew-0240-enhancements-read-html
	whatsnew_0240.enhancements.rename_axis   Renaming names in a MultiIndex          : whatsnew/v0.24.0.html#whatsnew-0240-enhancements-rename-axis
	whatsnew_0240.performance                Performance improvements                : whatsnew/v0.24.0.html#whatsnew-0240-performance
	whatsnew_0240.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.24.0.html#whatsnew-0240-prior-deprecations
	whatsnew_0240.values_api                 Accessing the values in a Series or Index: whatsnew/v0.24.0.html#whatsnew-0240-values-api
	whatsnew_0241                            What’s new in 0.24.1 (February 3, 2019) : whatsnew/v0.24.1.html#whatsnew-0241
	whatsnew_0241.api                        API changes                             : whatsnew/v0.24.1.html#whatsnew-0241-api
	whatsnew_0241.bug_fixes                  Bug fixes                               : whatsnew/v0.24.1.html#whatsnew-0241-bug-fixes
	whatsnew_0241.regressions                Fixed regressions                       : whatsnew/v0.24.1.html#whatsnew-0241-regressions
	whatsnew_0242                            What’s new in 0.24.2 (March 12, 2019)   : whatsnew/v0.24.2.html#whatsnew-0242
	whatsnew_0242.bug_fixes                  Bug fixes                               : whatsnew/v0.24.2.html#whatsnew-0242-bug-fixes
	whatsnew_0242.contributors               Contributors                            : whatsnew/v0.24.2.html#whatsnew-0242-contributors
	whatsnew_0242.regressions                Fixed regressions                       : whatsnew/v0.24.2.html#whatsnew-0242-regressions
	whatsnew_0250                            What’s new in 0.25.0 (July 18, 2019)    : whatsnew/v0.25.0.html#whatsnew-0250
	whatsnew_0250.api.other                  Other API changes                       : whatsnew/v0.25.0.html#whatsnew-0250-api-other
	whatsnew_0250.api_breaking               Backwards incompatible API changes      : whatsnew/v0.25.0.html#whatsnew-0250-api-breaking
	whatsnew_0250.api_breaking.deps          Increased minimum versions for dependencies: whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-deps
	whatsnew_0250.api_breaking.groupby_apply_first_group_once GroupBy.apply on DataFrame evaluates first group only once: whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-groupby-apply-first-group-once
	whatsnew_0250.api_breaking.groupby_categorical Categorical dtypes are preserved during GroupBy: whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-groupby-categorical
	whatsnew_0250.api_breaking.incompatible_index_unions Incompatible Index type unions          : whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-incompatible-index-unions
	whatsnew_0250.api_breaking.interval_indexing Indexing an IntervalIndex with Interval objects: whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-interval-indexing
	whatsnew_0250.api_breaking.list_of_dict  Column order is preserved when passing a list of dicts to DataFrame: whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-list-of-dict
	whatsnew_0250.api_breaking.multi_indexing MultiIndex constructed from levels and codes: whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-multi-indexing
	whatsnew_0250.api_breaking.ufunc         Binary ufuncs on Series now align       : whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-ufunc
	whatsnew_0250.api_breaking.utc_offset_indexing Indexing with date strings with UTC offsets: whatsnew/v0.25.0.html#whatsnew-0250-api-breaking-utc-offset-indexing
	whatsnew_0250.bug_fixes                  Bug fixes                               : whatsnew/v0.25.0.html#whatsnew-0250-bug-fixes
	whatsnew_0250.deprecations               Deprecations                            : whatsnew/v0.25.0.html#whatsnew-0250-deprecations
	whatsnew_0250.enhancements.agg_relabel   GroupBy aggregation with relabeling     : whatsnew/v0.25.0.html#whatsnew-0250-enhancements-agg-relabel
	whatsnew_0250.enhancements.explode       Series.explode to split list-like values to rows: whatsnew/v0.25.0.html#whatsnew-0250-enhancements-explode
	whatsnew_0250.enhancements.json_normalize_with_max_level JSON normalize with max_level param support: whatsnew/v0.25.0.html#whatsnew-0250-enhancements-json-normalize-with-max-level
	whatsnew_0250.enhancements.multi_index_repr Better repr for MultiIndex              : whatsnew/v0.25.0.html#whatsnew-0250-enhancements-multi-index-repr
	whatsnew_0250.enhancements.multiple_lambdas GroupBy aggregation with multiple lambdas: whatsnew/v0.25.0.html#whatsnew-0250-enhancements-multiple-lambdas
	whatsnew_0250.enhancements.other         Other enhancements                      : whatsnew/v0.25.0.html#whatsnew-0250-enhancements-other
	whatsnew_0250.enhancements.shorter_truncated_repr Shorter truncated repr for Series and DataFrame: whatsnew/v0.25.0.html#whatsnew-0250-enhancements-shorter-truncated-repr
	whatsnew_0250.performance                Performance improvements                : whatsnew/v0.25.0.html#whatsnew-0250-performance
	whatsnew_0250.prior_deprecations         Removal of prior version deprecations/changes: whatsnew/v0.25.0.html#whatsnew-0250-prior-deprecations
	whatsnew_0251                            What’s new in 0.25.1 (August 21, 2019)  : whatsnew/v0.25.1.html#whatsnew-0251
	whatsnew_0251.bug_fixes                  Bug fixes                               : whatsnew/v0.25.1.html#whatsnew-0251-bug-fixes
	whatsnew_0252                            What’s new in 0.25.2 (October 15, 2019) : whatsnew/v0.25.2.html#whatsnew-0252
	whatsnew_0252.bug_fixes                  Bug fixes                               : whatsnew/v0.25.2.html#whatsnew-0252-bug-fixes
	whatsnew_0253                            What’s new in 0.25.3 (October 31, 2019) : whatsnew/v0.25.3.html#whatsnew-0253
	whatsnew_0253.bug_fixes                  Bug fixes                               : whatsnew/v0.25.3.html#whatsnew-0253-bug-fixes
	whatsnew_04x                             Versions 0.4.1 through 0.4.3 (September 25 - October 9, 2011): whatsnew/v0.4.x.html#whatsnew-04x
	whatsnew_050                             Version 0.5.0 (October 24, 2011)        : whatsnew/v0.5.0.html#whatsnew-050
	whatsnew_060                             Version 0.6.0 (November 25, 2011)       : whatsnew/v0.6.0.html#whatsnew-060
	whatsnew_061                             Version 0.6.1 (December 13, 2011)       : whatsnew/v0.6.1.html#whatsnew-061
	whatsnew_0700                            Version 0.7.0 (February 9, 2012)        : whatsnew/v0.7.0.html#whatsnew-0700
	whatsnew_0701                            Version 0.7.1 (February 29, 2012)       : whatsnew/v0.7.1.html#whatsnew-0701
	whatsnew_0702                            Version 0.7.2 (March 16, 2012)          : whatsnew/v0.7.2.html#whatsnew-0702
	whatsnew_0703                            Version 0.7.3 (April 12, 2012)          : whatsnew/v0.7.3.html#whatsnew-0703
	whatsnew_080                             Version 0.8.0 (June 29, 2012)           : whatsnew/v0.8.0.html#whatsnew-080
	whatsnew_0801                            Version 0.8.1 (July 22, 2012)           : whatsnew/v0.8.1.html#whatsnew-0801
	whatsnew_0900                            Version 0.9.0 (October 7, 2012)         : whatsnew/v0.9.0.html#whatsnew-0900
	whatsnew_0901                            Version 0.9.1 (November 14, 2012)       : whatsnew/v0.9.1.html#whatsnew-0901
	whatsnew_100                             What’s new in 1.0.0 (January 29, 2020)  : whatsnew/v1.0.0.html#whatsnew-100
	whatsnew_100.api.documentation           Documentation improvements              : whatsnew/v1.0.0.html#whatsnew-100-api-documentation
	whatsnew_100.api.other                   Other API changes                       : whatsnew/v1.0.0.html#whatsnew-100-api-other
	whatsnew_100.api_breaking                Backwards incompatible API changes      : whatsnew/v1.0.0.html#whatsnew-100-api-breaking
	whatsnew_100.api_breaking.deps           Increased minimum versions for dependencies: whatsnew/v1.0.0.html#whatsnew-100-api-breaking-deps
	whatsnew_100.api_breaking.multiindex._names Avoid using names from MultiIndex.levels: whatsnew/v1.0.0.html#whatsnew-100-api-breaking-multiindex-names
	whatsnew_100.api_breaking.python         Increased minimum version for Python    : whatsnew/v1.0.0.html#whatsnew-100-api-breaking-python
	whatsnew_100.boolean                     Boolean data type with missing values support: whatsnew/v1.0.0.html#whatsnew-100-boolean
	whatsnew_100.bug_fixes                   Bug fixes                               : whatsnew/v1.0.0.html#whatsnew-100-bug-fixes
	whatsnew_100.contributors                Contributors                            : whatsnew/v1.0.0.html#whatsnew-100-contributors
	whatsnew_100.convert_dtypes              Method convert_dtypes to ease use of supported extension dtypes: whatsnew/v1.0.0.html#whatsnew-100-convert-dtypes
	whatsnew_100.custom_window               Defining custom windows for rolling operations: whatsnew/v1.0.0.html#whatsnew-100-custom-window
	whatsnew_100.deprecations                Deprecations                            : whatsnew/v1.0.0.html#whatsnew-100-deprecations
	whatsnew_100.enhancements.other          Other enhancements                      : whatsnew/v1.0.0.html#whatsnew-100-enhancements-other
	whatsnew_100.matplotlib_units            whatsnew/v1.0.0.html#whatsnew-100-matplotlib-units
	whatsnew_100.na                          Experimental NA scalar to denote missing values: whatsnew/v1.0.0.html#whatsnew-100-na
	whatsnew_100.numba_rolling_apply         Using Numba in rolling.apply and expanding.apply: whatsnew/v1.0.0.html#whatsnew-100-numba-rolling-apply
	whatsnew_100.performance                 Performance improvements                : whatsnew/v1.0.0.html#whatsnew-100-performance
	whatsnew_100.prior_deprecations          Removal of prior version deprecations/changes: whatsnew/v1.0.0.html#whatsnew-100-prior-deprecations
	whatsnew_100.string                      Dedicated string data type              : whatsnew/v1.0.0.html#whatsnew-100-string
	whatsnew_100.to_markdown                 Converting to markdown                  : whatsnew/v1.0.0.html#whatsnew-100-to-markdown
	whatsnew_101                             What’s new in 1.0.1 (February 5, 2020)  : whatsnew/v1.0.1.html#whatsnew-101
	whatsnew_101.bug_fixes                   Bug fixes                               : whatsnew/v1.0.1.html#whatsnew-101-bug-fixes
	whatsnew_101.contributors                Contributors                            : whatsnew/v1.0.1.html#whatsnew-101-contributors
	whatsnew_101.deprecations                Deprecations                            : whatsnew/v1.0.1.html#whatsnew-101-deprecations
	whatsnew_101.regressions                 Fixed regressions                       : whatsnew/v1.0.1.html#whatsnew-101-regressions
	whatsnew_102                             What’s new in 1.0.2 (March 12, 2020)    : whatsnew/v1.0.2.html#whatsnew-102
	whatsnew_102.bug_fixes                   Bug fixes                               : whatsnew/v1.0.2.html#whatsnew-102-bug-fixes
	whatsnew_102.contributors                Contributors                            : whatsnew/v1.0.2.html#whatsnew-102-contributors
	whatsnew_102.regressions                 Fixed regressions                       : whatsnew/v1.0.2.html#whatsnew-102-regressions
	whatsnew_103                             What’s new in 1.0.3 (March 17, 2020)    : whatsnew/v1.0.3.html#whatsnew-103
	whatsnew_103.bug_fixes                   Bug fixes                               : whatsnew/v1.0.3.html#whatsnew-103-bug-fixes
	whatsnew_103.regressions                 Fixed regressions                       : whatsnew/v1.0.3.html#whatsnew-103-regressions
	whatsnew_104                             What’s new in 1.0.4 (May 28, 2020)      : whatsnew/v1.0.4.html#whatsnew-104
	whatsnew_104.bug_fixes                   Bug fixes                               : whatsnew/v1.0.4.html#whatsnew-104-bug-fixes
	whatsnew_104.regressions                 Fixed regressions                       : whatsnew/v1.0.4.html#whatsnew-104-regressions
	whatsnew_105                             What’s new in 1.0.5 (June 17, 2020)     : whatsnew/v1.0.5.html#whatsnew-105
	whatsnew_105.bug_fixes                   Bug fixes                               : whatsnew/v1.0.5.html#whatsnew-105-bug-fixes
	whatsnew_105.regressions                 Fixed regressions                       : whatsnew/v1.0.5.html#whatsnew-105-regressions
	whatsnew_110                             What’s new in 1.1.0 (July 28, 2020)     : whatsnew/v1.1.0.html#whatsnew-110
	whatsnew_110.api_breaking                Backwards incompatible API changes      : whatsnew/v1.1.0.html#whatsnew-110-api-breaking
	whatsnew_110.api_breaking.groupby_results_lost_as_index_false agg() lost results with as_index=False when relabeling columns: whatsnew/v1.1.0.html#whatsnew-110-api-breaking-groupby-results-lost-as-index-false
	whatsnew_110.api_breaking.testing.check_freq Added check_freq argument to testing.assert_frame_equal and testing.assert_series_equal: whatsnew/v1.1.0.html#whatsnew-110-api-breaking-testing-check-freq
	whatsnew_110.astype_string               All dtypes can now be converted to StringDtype: whatsnew/v1.1.0.html#whatsnew-110-astype-string
	whatsnew_110.bug_fixes                   Bug fixes                               : whatsnew/v1.1.0.html#whatsnew-110-bug-fixes
	whatsnew_110.contributors                Contributors                            : whatsnew/v1.1.0.html#whatsnew-110-contributors
	whatsnew_110.dataframe_or_series_comparing Comparing two DataFrame or two Series and summarizing the differences: whatsnew/v1.1.0.html#whatsnew-110-dataframe-or-series-comparing
	whatsnew_110.deprecations                Deprecations                            : whatsnew/v1.1.0.html#whatsnew-110-deprecations
	whatsnew_110.enhancements.other          Other enhancements                      : whatsnew/v1.1.0.html#whatsnew-110-enhancements-other
	whatsnew_110.groupby_key                 Allow NA in groupby key                 : whatsnew/v1.1.0.html#whatsnew-110-groupby-key
	whatsnew_110.grouper_resample_origin     Grouper and resample now supports the arguments origin and offset: whatsnew/v1.1.0.html#whatsnew-110-grouper-resample-origin
	whatsnew_110.key_sorting                 Sorting with keys                       : whatsnew/v1.1.0.html#whatsnew-110-key-sorting
	whatsnew_110.notable_bug_fixes           Notable bug fixes                       : whatsnew/v1.1.0.html#whatsnew-110-notable-bug-fixes
	whatsnew_110.notable_bug_fixes.apply_applymap_first_once apply and applymap on DataFrame evaluates first row/column only once: whatsnew/v1.1.0.html#whatsnew-110-notable-bug-fixes-apply-applymap-first-once
	whatsnew_110.notable_bug_fixes.assignment_to_multiple_columns Assignment to multiple columns of a DataFrame when some columns do not exist: whatsnew/v1.1.0.html#whatsnew-110-notable-bug-fixes-assignment-to-multiple-columns
	whatsnew_110.notable_bug_fixes.groupby_consistency Consistency across groupby reductions   : whatsnew/v1.1.0.html#whatsnew-110-notable-bug-fixes-groupby-consistency
	whatsnew_110.notable_bug_fixes.indexing_int_multiindex_raises_key_errors Failed Integer Lookups on MultiIndex Raise KeyError: whatsnew/v1.1.0.html#whatsnew-110-notable-bug-fixes-indexing-int-multiindex-raises-key-errors
	whatsnew_110.notable_bug_fixes.indexing_raises_key_errors Failed label-based lookups always raise KeyError: whatsnew/v1.1.0.html#whatsnew-110-notable-bug-fixes-indexing-raises-key-errors
	whatsnew_110.performance                 Performance improvements                : whatsnew/v1.1.0.html#whatsnew-110-performance
	whatsnew_110.period_index_partial_string_slicing Non-monotonic PeriodIndex partial string slicing: whatsnew/v1.1.0.html#whatsnew-110-period-index-partial-string-slicing
	whatsnew_110.specify_missing_labels      KeyErrors raised by loc specify missing labels: whatsnew/v1.1.0.html#whatsnew-110-specify-missing-labels
	whatsnew_110.timestamp_fold_support      Fold argument support in Timestamp constructor: whatsnew/v1.1.0.html#whatsnew-110-timestamp-fold-support
	whatsnew_110.to_datetime_multiple_tzname_tzoffset_support Parsing timezone-aware format with different timezones in to_datetime: whatsnew/v1.1.0.html#whatsnew-110-to-datetime-multiple-tzname-tzoffset-support
	whatsnew_111                             What’s new in 1.1.1 (August 20, 2020)   : whatsnew/v1.1.1.html#whatsnew-111
	whatsnew_111.bug_fixes                   Bug fixes                               : whatsnew/v1.1.1.html#whatsnew-111-bug-fixes
	whatsnew_111.contributors                Contributors                            : whatsnew/v1.1.1.html#whatsnew-111-contributors
	whatsnew_111.regressions                 Fixed regressions                       : whatsnew/v1.1.1.html#whatsnew-111-regressions
	whatsnew_112                             What’s new in 1.1.2 (September 8, 2020) : whatsnew/v1.1.2.html#whatsnew-112
	whatsnew_112.bug_fixes                   Bug fixes                               : whatsnew/v1.1.2.html#whatsnew-112-bug-fixes
	whatsnew_112.contributors                Contributors                            : whatsnew/v1.1.2.html#whatsnew-112-contributors
	whatsnew_112.other                       Other                                   : whatsnew/v1.1.2.html#whatsnew-112-other
	whatsnew_112.regressions                 Fixed regressions                       : whatsnew/v1.1.2.html#whatsnew-112-regressions
	whatsnew_113                             What’s new in 1.1.3 (October 5, 2020)   : whatsnew/v1.1.3.html#whatsnew-113
	whatsnew_113.bug_fixes                   Bug fixes                               : whatsnew/v1.1.3.html#whatsnew-113-bug-fixes
	whatsnew_113.contributors                Contributors                            : whatsnew/v1.1.3.html#whatsnew-113-contributors
	whatsnew_113.other                       Other                                   : whatsnew/v1.1.3.html#whatsnew-113-other
	whatsnew_113.regressions                 Fixed regressions                       : whatsnew/v1.1.3.html#whatsnew-113-regressions
	whatsnew_114                             What’s new in 1.1.4 (October 30, 2020)  : whatsnew/v1.1.4.html#whatsnew-114
	whatsnew_114.bug_fixes                   Bug fixes                               : whatsnew/v1.1.4.html#whatsnew-114-bug-fixes
	whatsnew_114.contributors                Contributors                            : whatsnew/v1.1.4.html#whatsnew-114-contributors
	whatsnew_114.regressions                 Fixed regressions                       : whatsnew/v1.1.4.html#whatsnew-114-regressions
	whatsnew_115                             What’s new in 1.1.5 (December 07, 2020) : whatsnew/v1.1.5.html#whatsnew-115
	whatsnew_115.bug_fixes                   Bug fixes                               : whatsnew/v1.1.5.html#whatsnew-115-bug-fixes
	whatsnew_115.contributors                Contributors                            : whatsnew/v1.1.5.html#whatsnew-115-contributors
	whatsnew_115.other                       Other                                   : whatsnew/v1.1.5.html#whatsnew-115-other
	whatsnew_115.regressions                 Fixed regressions                       : whatsnew/v1.1.5.html#whatsnew-115-regressions
	whatsnew_120                             What’s new in 1.2.0 (December 26, 2020) : whatsnew/v1.2.0.html#whatsnew-120
	whatsnew_120.api.other                   Other API changes                       : whatsnew/v1.2.0.html#whatsnew-120-api-other
	whatsnew_120.api_breaking.deps           Increased minimum versions for dependencies: whatsnew/v1.2.0.html#whatsnew-120-api-breaking-deps
	whatsnew_120.api_breaking.python         Increased minimum version for Python    : whatsnew/v1.2.0.html#whatsnew-120-api-breaking-python
	whatsnew_120.binary_handle_to_csv        Support for binary file handles in to_csv: whatsnew/v1.2.0.html#whatsnew-120-binary-handle-to-csv
	whatsnew_120.bug_fixes                   Bug fixes                               : whatsnew/v1.2.0.html#whatsnew-120-bug-fixes
	whatsnew_120.contributors                Contributors                            : whatsnew/v1.2.0.html#whatsnew-120-contributors
	whatsnew_120.deprecations                Deprecations                            : whatsnew/v1.2.0.html#whatsnew-120-deprecations
	whatsnew_120.duplicate_labels            Optionally disallow duplicate labels    : whatsnew/v1.2.0.html#whatsnew-120-duplicate-labels
	whatsnew_120.enhancements.other          Other enhancements                      : whatsnew/v1.2.0.html#whatsnew-120-enhancements-other
	whatsnew_120.floating                    Experimental nullable data types for float data: whatsnew/v1.2.0.html#whatsnew-120-floating
	whatsnew_120.groupby_ewm                 GroupBy supports EWM operations directly: whatsnew/v1.2.0.html#whatsnew-120-groupby-ewm
	whatsnew_120.index_name_preservation     Index/column name preservation when aggregating: whatsnew/v1.2.0.html#whatsnew-120-index-name-preservation
	whatsnew_120.notable_bug_fixes           Notable bug fixes                       : whatsnew/v1.2.0.html#whatsnew-120-notable-bug-fixes
	whatsnew_120.performance                 Performance improvements                : whatsnew/v1.2.0.html#whatsnew-120-performance
	whatsnew_120.read_csv_table_precision_default Change in default floating precision for read_csv and read_table: whatsnew/v1.2.0.html#whatsnew-120-read-csv-table-precision-default
	whatsnew_121                             What’s new in 1.2.1 (January 20, 2021)  : whatsnew/v1.2.1.html#whatsnew-121
	whatsnew_121.bug_fixes                   Bug fixes                               : whatsnew/v1.2.1.html#whatsnew-121-bug-fixes
	whatsnew_121.contributors                Contributors                            : whatsnew/v1.2.1.html#whatsnew-121-contributors
	whatsnew_121.other                       Other                                   : whatsnew/v1.2.1.html#whatsnew-121-other
	whatsnew_121.regressions                 Fixed regressions                       : whatsnew/v1.2.1.html#whatsnew-121-regressions
	whatsnew_121.ufunc_deprecation           Calling NumPy ufuncs on non-aligned DataFrames: whatsnew/v1.2.1.html#whatsnew-121-ufunc-deprecation
	whatsnew_122                             What’s new in 1.2.2 (February 09, 2021) : whatsnew/v1.2.2.html#whatsnew-122
	whatsnew_122.bug_fixes                   Bug fixes                               : whatsnew/v1.2.2.html#whatsnew-122-bug-fixes
	whatsnew_122.contributors                Contributors                            : whatsnew/v1.2.2.html#whatsnew-122-contributors
	whatsnew_122.regressions                 Fixed regressions                       : whatsnew/v1.2.2.html#whatsnew-122-regressions
	whatsnew_123                             What’s new in 1.2.3 (March ??, 2021)    : whatsnew/v1.2.3.html#whatsnew-123
	whatsnew_123.bug_fixes                   Bug fixes                               : whatsnew/v1.2.3.html#whatsnew-123-bug-fixes
	whatsnew_123.contributors                Contributors                            : whatsnew/v1.2.3.html#whatsnew-123-contributors
	whatsnew_123.other                       Other                                   : whatsnew/v1.2.3.html#whatsnew-123-other
	whatsnew_123.regressions                 Fixed regressions                       : whatsnew/v1.2.3.html#whatsnew-123-regressions
	whatsnew_130                             What’s new in 1.3.0 (??)                : whatsnew/v1.3.0.html#whatsnew-130
	whatsnew_130.api.other                   Other API changes                       : whatsnew/v1.3.0.html#whatsnew-130-api-other
	whatsnew_130.api_breaking.deps           Increased minimum versions for dependencies: whatsnew/v1.3.0.html#whatsnew-130-api-breaking-deps
	whatsnew_130.bug_fixes                   Bug fixes                               : whatsnew/v1.3.0.html#whatsnew-130-bug-fixes
	whatsnew_130.contributors                Contributors                            : whatsnew/v1.3.0.html#whatsnew-130-contributors
	whatsnew_130.deprecations                Deprecations                            : whatsnew/v1.3.0.html#whatsnew-130-deprecations
	whatsnew_130.enhancements.other          Other enhancements                      : whatsnew/v1.3.0.html#whatsnew-130-enhancements-other
	whatsnew_130.notable_bug_fixes           Notable bug fixes                       : whatsnew/v1.3.0.html#whatsnew-130-notable-bug-fixes
	whatsnew_130.notable_bug_fixes.setitem_with_bool_casting Consistent Casting With Setting Into Boolean Series: whatsnew/v1.3.0.html#whatsnew-130-notable-bug-fixes-setitem-with-bool-casting
	whatsnew_130.performance                 Performance improvements                : whatsnew/v1.3.0.html#whatsnew-130-performance
	whatsnew_130.read_csv_json_http_headers  Custom HTTP(s) headers when reading csv or json files: whatsnew/v1.3.0.html#whatsnew-130-read-csv-json-http-headers
	whatsnew_210.api.multiindex_single       MultiIndex constructor with a single level: whatsnew/v0.21.0.html#whatsnew-210-api-multiindex-single
	window                                   Windowing Operations                    : user_guide/window.html#window
	window.center                            Centering windows                       : user_guide/window.html#window-center
	window.corr_pairwise                     Computing rolling pairwise covariances and correlations: user_guide/window.html#window-corr-pairwise
	window.cov_corr                          Binary window functions                 : user_guide/window.html#window-cov-corr
	window.custom_rolling_window             Custom window rolling                   : user_guide/window.html#window-custom-rolling-window
	window.endpoints                         Rolling window endpoints                : user_guide/window.html#window-endpoints
	window.expanding                         Expanding window                        : user_guide/window.html#window-expanding
	window.exponentially_weighted            Exponentially Weighted window           : user_guide/window.html#window-exponentially-weighted
	window.generic                           Rolling window                          : user_guide/window.html#window-generic
	window.numba_engine                      Numba engine                            : user_guide/window.html#window-numba-engine
	window.overview                          Overview                                : user_guide/window.html#window-overview
	window.rolling_apply                     Rolling apply                           : user_guide/window.html#window-rolling-apply
	window.weighted                          Weighted window                         : user_guide/window.html#window-weighted
