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BigQuery DataFrames (BigFrames)

  • User Guide
  • API Reference
  • Supported pandas APIs
  • Changelog
  • GitHub
  • User Guide
  • API Reference
  • Supported pandas APIs
  • Changelog
  • GitHub

Section Navigation

  • bigframes._config
    • bigframes._config.BigQueryOptions
    • bigframes._config.ComputeOptions
    • bigframes._config.DisplayOptions
    • bigframes._config.ExperimentOptions
    • bigframes._config.Options
    • bigframes._config.SamplingOptions
    • bigframes._config.option_context
  • bigframes.bigquery
    • bigframes.bigquery.approx_top_count
    • bigframes.bigquery.array_agg
    • bigframes.bigquery.array_length
    • bigframes.bigquery.array_to_string
    • bigframes.bigquery.create_external_table
    • bigframes.bigquery.create_vector_index
    • bigframes.bigquery.json_extract
    • bigframes.bigquery.json_extract_array
    • bigframes.bigquery.json_extract_string_array
    • bigframes.bigquery.json_keys
    • bigframes.bigquery.json_query
    • bigframes.bigquery.json_query_array
    • bigframes.bigquery.json_set
    • bigframes.bigquery.json_value
    • bigframes.bigquery.json_value_array
    • bigframes.bigquery.load_data
    • bigframes.bigquery.parse_json
    • bigframes.bigquery.sql_scalar
    • bigframes.bigquery.st_area
    • bigframes.bigquery.st_buffer
    • bigframes.bigquery.st_centroid
    • bigframes.bigquery.st_convexhull
    • bigframes.bigquery.st_difference
    • bigframes.bigquery.st_distance
    • bigframes.bigquery.st_intersection
    • bigframes.bigquery.st_isclosed
    • bigframes.bigquery.st_length
    • bigframes.bigquery.st_regionstats
    • bigframes.bigquery.st_simplify
    • bigframes.bigquery.struct
    • bigframes.bigquery.to_json
    • bigframes.bigquery.to_json_string
    • bigframes.bigquery.unix_micros
    • bigframes.bigquery.unix_millis
    • bigframes.bigquery.unix_seconds
    • bigframes.bigquery.vector_search
  • bigframes.bigquery.ai
    • bigframes.bigquery.ai.classify
    • bigframes.bigquery.ai.forecast
    • bigframes.bigquery.ai.generate
    • bigframes.bigquery.ai.generate_bool
    • bigframes.bigquery.ai.generate_double
    • bigframes.bigquery.ai.generate_embedding
    • bigframes.bigquery.ai.generate_int
    • bigframes.bigquery.ai.generate_table
    • bigframes.bigquery.ai.generate_text
    • bigframes.bigquery.ai.if_
    • bigframes.bigquery.ai.score
  • bigframes.bigquery.ml
    • bigframes.bigquery.ml.create_model
    • bigframes.bigquery.ml.evaluate
    • bigframes.bigquery.ml.explain_predict
    • bigframes.bigquery.ml.generate_embedding
    • bigframes.bigquery.ml.generate_text
    • bigframes.bigquery.ml.global_explain
    • bigframes.bigquery.ml.predict
    • bigframes.bigquery.ml.transform
  • bigframes.bigquery.obj
    • bigframes.bigquery.obj.fetch_metadata
    • bigframes.bigquery.obj.get_access_url
    • bigframes.bigquery.obj.make_ref
  • bigframes.enums
    • bigframes.enums.DefaultIndexKind
    • bigframes.enums.OrderingMode
  • bigframes.exceptions
    • bigframes.exceptions.format_message
    • bigframes.exceptions.AmbiguousWindowWarning
    • bigframes.exceptions.ApiDeprecationWarning
    • bigframes.exceptions.BadIndexerKeyWarning
    • bigframes.exceptions.CleanupFailedWarning
    • bigframes.exceptions.DefaultIndexWarning
    • bigframes.exceptions.DefaultLocationWarning
    • bigframes.exceptions.FunctionAxisOnePreviewWarning
    • bigframes.exceptions.FunctionConflictTypeHintWarning
    • bigframes.exceptions.FunctionPackageVersionWarning
    • bigframes.exceptions.JSONDtypeWarning
    • bigframes.exceptions.MaximumResultRowsExceeded
    • bigframes.exceptions.NullIndexError
    • bigframes.exceptions.NullIndexPreviewWarning
    • bigframes.exceptions.ObsoleteVersionWarning
    • bigframes.exceptions.OperationAbortedError
    • bigframes.exceptions.OrderRequiredError
    • bigframes.exceptions.OrderingModePartialPreviewWarning
    • bigframes.exceptions.PreviewWarning
    • bigframes.exceptions.QueryComplexityError
    • bigframes.exceptions.TimeTravelCacheWarning
    • bigframes.exceptions.TimeTravelDisabledWarning
    • bigframes.exceptions.UnknownDataTypeWarning
    • bigframes.exceptions.UnknownLocationWarning
  • bigframes.geopandas
    • bigframes.geopandas.GeoSeries
      • bigframes.geopandas.GeoSeries.area
      • bigframes.geopandas.GeoSeries.boundary
      • bigframes.geopandas.GeoSeries.centroid
      • bigframes.geopandas.GeoSeries.convex_hull
      • bigframes.geopandas.GeoSeries.is_closed
      • bigframes.geopandas.GeoSeries.length
      • bigframes.geopandas.GeoSeries.x
      • bigframes.geopandas.GeoSeries.y
      • bigframes.geopandas.GeoSeries.__init__
      • bigframes.geopandas.GeoSeries.buffer
      • bigframes.geopandas.GeoSeries.difference
      • bigframes.geopandas.GeoSeries.distance
      • bigframes.geopandas.GeoSeries.from_wkt
      • bigframes.geopandas.GeoSeries.from_xy
      • bigframes.geopandas.GeoSeries.intersection
      • bigframes.geopandas.GeoSeries.simplify
      • bigframes.geopandas.GeoSeries.to_wkt
  • bigframes.pandas
    • bigframes.pandas.clean_up_by_session_id
    • bigframes.pandas.close_session
    • bigframes.pandas.col
    • bigframes.pandas.concat
    • bigframes.pandas.crosstab
    • bigframes.pandas.cut
    • bigframes.pandas.deploy_remote_function
    • bigframes.pandas.deploy_udf
    • bigframes.pandas.from_glob_path
    • bigframes.pandas.get_default_session_id
    • bigframes.pandas.get_dummies
    • bigframes.pandas.get_global_session
    • bigframes.pandas.merge
    • bigframes.pandas.qcut
    • bigframes.pandas.read_arrow
    • bigframes.pandas.read_csv
    • bigframes.pandas.read_gbq
    • bigframes.pandas.read_gbq_function
    • bigframes.pandas.read_gbq_model
    • bigframes.pandas.read_gbq_object_table
    • bigframes.pandas.read_gbq_query
    • bigframes.pandas.read_gbq_table
    • bigframes.pandas.read_json
    • bigframes.pandas.read_pandas
    • bigframes.pandas.read_parquet
    • bigframes.pandas.read_pickle
    • bigframes.pandas.remote_function
    • bigframes.pandas.reset_session
    • bigframes.pandas.to_datetime
    • bigframes.pandas.to_timedelta
    • bigframes.pandas.udf
    • bigframes.pandas.DataFrame
      • bigframes.pandas.DataFrame.T
      • bigframes.pandas.DataFrame.ai
      • bigframes.pandas.DataFrame.at
      • bigframes.pandas.DataFrame.axes
      • bigframes.pandas.DataFrame.bqclient
      • bigframes.pandas.DataFrame.columns
      • bigframes.pandas.DataFrame.dtypes
      • bigframes.pandas.DataFrame.empty
      • bigframes.pandas.DataFrame.iat
      • bigframes.pandas.DataFrame.iloc
      • bigframes.pandas.DataFrame.index
      • bigframes.pandas.DataFrame.loc
      • bigframes.pandas.DataFrame.ndim
      • bigframes.pandas.DataFrame.plot
      • bigframes.pandas.DataFrame.query_job
      • bigframes.pandas.DataFrame.semantics
      • bigframes.pandas.DataFrame.shape
      • bigframes.pandas.DataFrame.size
      • bigframes.pandas.DataFrame.sql
      • bigframes.pandas.DataFrame.struct
      • bigframes.pandas.DataFrame.values
      • bigframes.pandas.DataFrame.__init__
      • bigframes.pandas.DataFrame.abs
      • bigframes.pandas.DataFrame.add
      • bigframes.pandas.DataFrame.add_prefix
      • bigframes.pandas.DataFrame.add_suffix
      • bigframes.pandas.DataFrame.agg
      • bigframes.pandas.DataFrame.aggregate
      • bigframes.pandas.DataFrame.align
      • bigframes.pandas.DataFrame.all
      • bigframes.pandas.DataFrame.any
      • bigframes.pandas.DataFrame.apply
      • bigframes.pandas.DataFrame.applymap
      • bigframes.pandas.DataFrame.area
      • bigframes.pandas.DataFrame.assign
      • bigframes.pandas.DataFrame.astype
      • bigframes.pandas.DataFrame.bar
      • bigframes.pandas.DataFrame.bfill
      • bigframes.pandas.DataFrame.cache
      • bigframes.pandas.DataFrame.combine
      • bigframes.pandas.DataFrame.combine_first
      • bigframes.pandas.DataFrame.copy
      • bigframes.pandas.DataFrame.corr
      • bigframes.pandas.DataFrame.corrwith
      • bigframes.pandas.DataFrame.count
      • bigframes.pandas.DataFrame.cov
      • bigframes.pandas.DataFrame.cummax
      • bigframes.pandas.DataFrame.cummin
      • bigframes.pandas.DataFrame.cumprod
      • bigframes.pandas.DataFrame.cumsum
      • bigframes.pandas.DataFrame.describe
      • bigframes.pandas.DataFrame.diff
      • bigframes.pandas.DataFrame.div
      • bigframes.pandas.DataFrame.divide
      • bigframes.pandas.DataFrame.dot
      • bigframes.pandas.DataFrame.drop
      • bigframes.pandas.DataFrame.drop_duplicates
      • bigframes.pandas.DataFrame.droplevel
      • bigframes.pandas.DataFrame.dropna
      • bigframes.pandas.DataFrame.duplicated
      • bigframes.pandas.DataFrame.eq
      • bigframes.pandas.DataFrame.equals
      • bigframes.pandas.DataFrame.eval
      • bigframes.pandas.DataFrame.expanding
      • bigframes.pandas.DataFrame.explode
      • bigframes.pandas.DataFrame.ffill
      • bigframes.pandas.DataFrame.fillna
      • bigframes.pandas.DataFrame.filter
      • bigframes.pandas.DataFrame.first_valid_index
      • bigframes.pandas.DataFrame.floordiv
      • bigframes.pandas.DataFrame.from_dict
      • bigframes.pandas.DataFrame.from_records
      • bigframes.pandas.DataFrame.ge
      • bigframes.pandas.DataFrame.get
      • bigframes.pandas.DataFrame.groupby
      • bigframes.pandas.DataFrame.gt
      • bigframes.pandas.DataFrame.head
      • bigframes.pandas.DataFrame.hist
      • bigframes.pandas.DataFrame.idxmax
      • bigframes.pandas.DataFrame.idxmin
      • bigframes.pandas.DataFrame.info
      • bigframes.pandas.DataFrame.insert
      • bigframes.pandas.DataFrame.interpolate
      • bigframes.pandas.DataFrame.isin
      • bigframes.pandas.DataFrame.isna
      • bigframes.pandas.DataFrame.isnull
      • bigframes.pandas.DataFrame.items
      • bigframes.pandas.DataFrame.iterrows
      • bigframes.pandas.DataFrame.itertuples
      • bigframes.pandas.DataFrame.join
      • bigframes.pandas.DataFrame.keys
      • bigframes.pandas.DataFrame.kurt
      • bigframes.pandas.DataFrame.kurtosis
      • bigframes.pandas.DataFrame.le
      • bigframes.pandas.DataFrame.line
      • bigframes.pandas.DataFrame.lt
      • bigframes.pandas.DataFrame.map
      • bigframes.pandas.DataFrame.mask
      • bigframes.pandas.DataFrame.max
      • bigframes.pandas.DataFrame.mean
      • bigframes.pandas.DataFrame.median
      • bigframes.pandas.DataFrame.melt
      • bigframes.pandas.DataFrame.memory_usage
      • bigframes.pandas.DataFrame.merge
      • bigframes.pandas.DataFrame.min
      • bigframes.pandas.DataFrame.mod
      • bigframes.pandas.DataFrame.mul
      • bigframes.pandas.DataFrame.multiply
      • bigframes.pandas.DataFrame.ne
      • bigframes.pandas.DataFrame.nlargest
      • bigframes.pandas.DataFrame.notna
      • bigframes.pandas.DataFrame.notnull
      • bigframes.pandas.DataFrame.nsmallest
      • bigframes.pandas.DataFrame.nunique
      • bigframes.pandas.DataFrame.pct_change
      • bigframes.pandas.DataFrame.peek
      • bigframes.pandas.DataFrame.pipe
      • bigframes.pandas.DataFrame.pivot
      • bigframes.pandas.DataFrame.pivot_table
      • bigframes.pandas.DataFrame.pow
      • bigframes.pandas.DataFrame.prod
      • bigframes.pandas.DataFrame.product
      • bigframes.pandas.DataFrame.quantile
      • bigframes.pandas.DataFrame.query
      • bigframes.pandas.DataFrame.radd
      • bigframes.pandas.DataFrame.rank
      • bigframes.pandas.DataFrame.rdiv
      • bigframes.pandas.DataFrame.reindex
      • bigframes.pandas.DataFrame.reindex_like
      • bigframes.pandas.DataFrame.rename
      • bigframes.pandas.DataFrame.rename_axis
      • bigframes.pandas.DataFrame.reorder_levels
      • bigframes.pandas.DataFrame.replace
      • bigframes.pandas.DataFrame.resample
      • bigframes.pandas.DataFrame.reset_index
      • bigframes.pandas.DataFrame.rfloordiv
      • bigframes.pandas.DataFrame.rmod
      • bigframes.pandas.DataFrame.rmul
      • bigframes.pandas.DataFrame.rolling
      • bigframes.pandas.DataFrame.round
      • bigframes.pandas.DataFrame.rpow
      • bigframes.pandas.DataFrame.rsub
      • bigframes.pandas.DataFrame.rtruediv
      • bigframes.pandas.DataFrame.sample
      • bigframes.pandas.DataFrame.scatter
      • bigframes.pandas.DataFrame.select_dtypes
      • bigframes.pandas.DataFrame.set_index
      • bigframes.pandas.DataFrame.shift
      • bigframes.pandas.DataFrame.skew
      • bigframes.pandas.DataFrame.sort_index
      • bigframes.pandas.DataFrame.sort_values
      • bigframes.pandas.DataFrame.stack
      • bigframes.pandas.DataFrame.std
      • bigframes.pandas.DataFrame.sub
      • bigframes.pandas.DataFrame.subtract
      • bigframes.pandas.DataFrame.sum
      • bigframes.pandas.DataFrame.swaplevel
      • bigframes.pandas.DataFrame.tail
      • bigframes.pandas.DataFrame.take
      • bigframes.pandas.DataFrame.to_arrow
      • bigframes.pandas.DataFrame.to_csv
      • bigframes.pandas.DataFrame.to_dict
      • bigframes.pandas.DataFrame.to_excel
      • bigframes.pandas.DataFrame.to_gbq
      • bigframes.pandas.DataFrame.to_html
      • bigframes.pandas.DataFrame.to_json
      • bigframes.pandas.DataFrame.to_latex
      • bigframes.pandas.DataFrame.to_markdown
      • bigframes.pandas.DataFrame.to_numpy
      • bigframes.pandas.DataFrame.to_orc
      • bigframes.pandas.DataFrame.to_pandas
      • bigframes.pandas.DataFrame.to_pandas_batches
      • bigframes.pandas.DataFrame.to_parquet
      • bigframes.pandas.DataFrame.to_pickle
      • bigframes.pandas.DataFrame.to_records
      • bigframes.pandas.DataFrame.to_string
      • bigframes.pandas.DataFrame.transpose
      • bigframes.pandas.DataFrame.truediv
      • bigframes.pandas.DataFrame.unstack
      • bigframes.pandas.DataFrame.update
      • bigframes.pandas.DataFrame.value_counts
      • bigframes.pandas.DataFrame.var
      • bigframes.pandas.DataFrame.where
    • bigframes.pandas.DatetimeIndex
      • bigframes.pandas.DatetimeIndex.day
      • bigframes.pandas.DatetimeIndex.day_of_week
      • bigframes.pandas.DatetimeIndex.dayofweek
      • bigframes.pandas.DatetimeIndex.month
      • bigframes.pandas.DatetimeIndex.weekday
      • bigframes.pandas.DatetimeIndex.year
    • bigframes.pandas.Index
      • bigframes.pandas.Index.T
      • bigframes.pandas.Index.dtype
      • bigframes.pandas.Index.dtypes
      • bigframes.pandas.Index.empty
      • bigframes.pandas.Index.has_duplicates
      • bigframes.pandas.Index.is_monotonic_decreasing
      • bigframes.pandas.Index.is_monotonic_increasing
      • bigframes.pandas.Index.is_unique
      • bigframes.pandas.Index.name
      • bigframes.pandas.Index.names
      • bigframes.pandas.Index.ndim
      • bigframes.pandas.Index.nlevels
      • bigframes.pandas.Index.query_job
      • bigframes.pandas.Index.shape
      • bigframes.pandas.Index.size
      • bigframes.pandas.Index.str
      • bigframes.pandas.Index.values
      • bigframes.pandas.Index.all
      • bigframes.pandas.Index.any
      • bigframes.pandas.Index.argmax
      • bigframes.pandas.Index.argmin
      • bigframes.pandas.Index.astype
      • bigframes.pandas.Index.copy
      • bigframes.pandas.Index.drop
      • bigframes.pandas.Index.drop_duplicates
      • bigframes.pandas.Index.dropna
      • bigframes.pandas.Index.fillna
      • bigframes.pandas.Index.from_frame
      • bigframes.pandas.Index.get_level_values
      • bigframes.pandas.Index.get_loc
      • bigframes.pandas.Index.isin
      • bigframes.pandas.Index.item
      • bigframes.pandas.Index.max
      • bigframes.pandas.Index.min
      • bigframes.pandas.Index.nunique
      • bigframes.pandas.Index.rename
      • bigframes.pandas.Index.sort_values
      • bigframes.pandas.Index.to_list
      • bigframes.pandas.Index.to_numpy
      • bigframes.pandas.Index.to_pandas
      • bigframes.pandas.Index.to_series
      • bigframes.pandas.Index.transpose
      • bigframes.pandas.Index.unique
      • bigframes.pandas.Index.value_counts
    • bigframes.pandas.MultiIndex
      • bigframes.pandas.MultiIndex.from_arrays
      • bigframes.pandas.MultiIndex.from_tuples
    • bigframes.pandas.NamedAgg
      • bigframes.pandas.NamedAgg.aggfunc
      • bigframes.pandas.NamedAgg.column
    • bigframes.pandas.Series
      • bigframes.pandas.Series.AlignedExprT
      • bigframes.pandas.Series.T
      • bigframes.pandas.Series.at
      • bigframes.pandas.Series.blob
      • bigframes.pandas.Series.dt
      • bigframes.pandas.Series.dtype
      • bigframes.pandas.Series.dtypes
      • bigframes.pandas.Series.empty
      • bigframes.pandas.Series.geo
      • bigframes.pandas.Series.hasnans
      • bigframes.pandas.Series.iat
      • bigframes.pandas.Series.iloc
      • bigframes.pandas.Series.index
      • bigframes.pandas.Series.is_monotonic_decreasing
      • bigframes.pandas.Series.is_monotonic_increasing
      • bigframes.pandas.Series.list
      • bigframes.pandas.Series.loc
      • bigframes.pandas.Series.name
      • bigframes.pandas.Series.ndim
      • bigframes.pandas.Series.plot
      • bigframes.pandas.Series.query_job
      • bigframes.pandas.Series.shape
      • bigframes.pandas.Series.size
      • bigframes.pandas.Series.str
      • bigframes.pandas.Series.struct
      • bigframes.pandas.Series.values
      • bigframes.pandas.Series.__init__
      • bigframes.pandas.Series.abs
      • bigframes.pandas.Series.add
      • bigframes.pandas.Series.add_prefix
      • bigframes.pandas.Series.add_suffix
      • bigframes.pandas.Series.agg
      • bigframes.pandas.Series.aggregate
      • bigframes.pandas.Series.all
      • bigframes.pandas.Series.any
      • bigframes.pandas.Series.apply
      • bigframes.pandas.Series.area
      • bigframes.pandas.Series.argmax
      • bigframes.pandas.Series.argmin
      • bigframes.pandas.Series.astype
      • bigframes.pandas.Series.autocorr
      • bigframes.pandas.Series.bar
      • bigframes.pandas.Series.between
      • bigframes.pandas.Series.bfill
      • bigframes.pandas.Series.cache
      • bigframes.pandas.Series.case_when
      • bigframes.pandas.Series.clip
      • bigframes.pandas.Series.combine
      • bigframes.pandas.Series.combine_first
      • bigframes.pandas.Series.copy
      • bigframes.pandas.Series.corr
      • bigframes.pandas.Series.count
      • bigframes.pandas.Series.cov
      • bigframes.pandas.Series.cummax
      • bigframes.pandas.Series.cummin
      • bigframes.pandas.Series.cumprod
      • bigframes.pandas.Series.cumsum
      • bigframes.pandas.Series.describe
      • bigframes.pandas.Series.diff
      • bigframes.pandas.Series.div
      • bigframes.pandas.Series.divide
      • bigframes.pandas.Series.divmod
      • bigframes.pandas.Series.dot
      • bigframes.pandas.Series.drop
      • bigframes.pandas.Series.drop_duplicates
      • bigframes.pandas.Series.droplevel
      • bigframes.pandas.Series.dropna
      • bigframes.pandas.Series.duplicated
      • bigframes.pandas.Series.eq
      • bigframes.pandas.Series.equals
      • bigframes.pandas.Series.expanding
      • bigframes.pandas.Series.explode
      • bigframes.pandas.Series.ffill
      • bigframes.pandas.Series.fillna
      • bigframes.pandas.Series.filter
      • bigframes.pandas.Series.floordiv
      • bigframes.pandas.Series.ge
      • bigframes.pandas.Series.get
      • bigframes.pandas.Series.groupby
      • bigframes.pandas.Series.gt
      • bigframes.pandas.Series.head
      • bigframes.pandas.Series.hist
      • bigframes.pandas.Series.idxmax
      • bigframes.pandas.Series.idxmin
      • bigframes.pandas.Series.interpolate
      • bigframes.pandas.Series.isin
      • bigframes.pandas.Series.isna
      • bigframes.pandas.Series.isnull
      • bigframes.pandas.Series.item
      • bigframes.pandas.Series.items
      • bigframes.pandas.Series.keys
      • bigframes.pandas.Series.kurt
      • bigframes.pandas.Series.kurtosis
      • bigframes.pandas.Series.le
      • bigframes.pandas.Series.line
      • bigframes.pandas.Series.lt
      • bigframes.pandas.Series.map
      • bigframes.pandas.Series.mask
      • bigframes.pandas.Series.max
      • bigframes.pandas.Series.mean
      • bigframes.pandas.Series.median
      • bigframes.pandas.Series.min
      • bigframes.pandas.Series.mod
      • bigframes.pandas.Series.mode
      • bigframes.pandas.Series.mul
      • bigframes.pandas.Series.multiply
      • bigframes.pandas.Series.ne
      • bigframes.pandas.Series.nlargest
      • bigframes.pandas.Series.notna
      • bigframes.pandas.Series.notnull
      • bigframes.pandas.Series.nsmallest
      • bigframes.pandas.Series.nunique
      • bigframes.pandas.Series.pad
      • bigframes.pandas.Series.pct_change
      • bigframes.pandas.Series.peek
      • bigframes.pandas.Series.pipe
      • bigframes.pandas.Series.pow
      • bigframes.pandas.Series.prod
      • bigframes.pandas.Series.product
      • bigframes.pandas.Series.quantile
      • bigframes.pandas.Series.radd
      • bigframes.pandas.Series.rank
      • bigframes.pandas.Series.rdiv
      • bigframes.pandas.Series.rdivmod
      • bigframes.pandas.Series.reindex
      • bigframes.pandas.Series.reindex_like
      • bigframes.pandas.Series.rename
      • bigframes.pandas.Series.rename_axis
      • bigframes.pandas.Series.reorder_levels
      • bigframes.pandas.Series.replace
      • bigframes.pandas.Series.resample
      • bigframes.pandas.Series.reset_index
      • bigframes.pandas.Series.rfloordiv
      • bigframes.pandas.Series.rmod
      • bigframes.pandas.Series.rmul
      • bigframes.pandas.Series.rolling
      • bigframes.pandas.Series.round
      • bigframes.pandas.Series.rpow
      • bigframes.pandas.Series.rsub
      • bigframes.pandas.Series.rtruediv
      • bigframes.pandas.Series.sample
      • bigframes.pandas.Series.shift
      • bigframes.pandas.Series.skew
      • bigframes.pandas.Series.sort_index
      • bigframes.pandas.Series.sort_values
      • bigframes.pandas.Series.std
      • bigframes.pandas.Series.sub
      • bigframes.pandas.Series.subtract
      • bigframes.pandas.Series.sum
      • bigframes.pandas.Series.swaplevel
      • bigframes.pandas.Series.tail
      • bigframes.pandas.Series.take
      • bigframes.pandas.Series.to_csv
      • bigframes.pandas.Series.to_dict
      • bigframes.pandas.Series.to_excel
      • bigframes.pandas.Series.to_frame
      • bigframes.pandas.Series.to_json
      • bigframes.pandas.Series.to_latex
      • bigframes.pandas.Series.to_list
      • bigframes.pandas.Series.to_markdown
      • bigframes.pandas.Series.to_numpy
      • bigframes.pandas.Series.to_pandas
      • bigframes.pandas.Series.to_pandas_batches
      • bigframes.pandas.Series.to_pickle
      • bigframes.pandas.Series.to_string
      • bigframes.pandas.Series.to_xarray
      • bigframes.pandas.Series.tolist
      • bigframes.pandas.Series.transpose
      • bigframes.pandas.Series.truediv
      • bigframes.pandas.Series.unique
      • bigframes.pandas.Series.unstack
      • bigframes.pandas.Series.update
      • bigframes.pandas.Series.value_counts
      • bigframes.pandas.Series.var
      • bigframes.pandas.Series.where
  • bigframes.pandas.api.typing
    • bigframes.pandas.api.typing.DataFrameGroupBy
      • bigframes.pandas.api.typing.DataFrameGroupBy.__init__
      • bigframes.pandas.api.typing.DataFrameGroupBy.agg
      • bigframes.pandas.api.typing.DataFrameGroupBy.aggregate
      • bigframes.pandas.api.typing.DataFrameGroupBy.all
      • bigframes.pandas.api.typing.DataFrameGroupBy.any
      • bigframes.pandas.api.typing.DataFrameGroupBy.corr
      • bigframes.pandas.api.typing.DataFrameGroupBy.count
      • bigframes.pandas.api.typing.DataFrameGroupBy.cov
      • bigframes.pandas.api.typing.DataFrameGroupBy.cumcount
      • bigframes.pandas.api.typing.DataFrameGroupBy.cummax
      • bigframes.pandas.api.typing.DataFrameGroupBy.cummin
      • bigframes.pandas.api.typing.DataFrameGroupBy.cumprod
      • bigframes.pandas.api.typing.DataFrameGroupBy.cumsum
      • bigframes.pandas.api.typing.DataFrameGroupBy.describe
      • bigframes.pandas.api.typing.DataFrameGroupBy.diff
      • bigframes.pandas.api.typing.DataFrameGroupBy.expanding
      • bigframes.pandas.api.typing.DataFrameGroupBy.first
      • bigframes.pandas.api.typing.DataFrameGroupBy.head
      • bigframes.pandas.api.typing.DataFrameGroupBy.kurt
      • bigframes.pandas.api.typing.DataFrameGroupBy.kurtosis
      • bigframes.pandas.api.typing.DataFrameGroupBy.last
      • bigframes.pandas.api.typing.DataFrameGroupBy.max
      • bigframes.pandas.api.typing.DataFrameGroupBy.mean
      • bigframes.pandas.api.typing.DataFrameGroupBy.median
      • bigframes.pandas.api.typing.DataFrameGroupBy.min
      • bigframes.pandas.api.typing.DataFrameGroupBy.nunique
      • bigframes.pandas.api.typing.DataFrameGroupBy.quantile
      • bigframes.pandas.api.typing.DataFrameGroupBy.rank
      • bigframes.pandas.api.typing.DataFrameGroupBy.rolling
      • bigframes.pandas.api.typing.DataFrameGroupBy.shift
      • bigframes.pandas.api.typing.DataFrameGroupBy.size
      • bigframes.pandas.api.typing.DataFrameGroupBy.skew
      • bigframes.pandas.api.typing.DataFrameGroupBy.std
      • bigframes.pandas.api.typing.DataFrameGroupBy.sum
      • bigframes.pandas.api.typing.DataFrameGroupBy.value_counts
      • bigframes.pandas.api.typing.DataFrameGroupBy.var
    • bigframes.pandas.api.typing.DatetimeMethods
      • bigframes.pandas.api.typing.DatetimeMethods.date
      • bigframes.pandas.api.typing.DatetimeMethods.day
      • bigframes.pandas.api.typing.DatetimeMethods.day_of_week
      • bigframes.pandas.api.typing.DatetimeMethods.day_of_year
      • bigframes.pandas.api.typing.DatetimeMethods.dayofweek
      • bigframes.pandas.api.typing.DatetimeMethods.dayofyear
      • bigframes.pandas.api.typing.DatetimeMethods.days
      • bigframes.pandas.api.typing.DatetimeMethods.hour
      • bigframes.pandas.api.typing.DatetimeMethods.microseconds
      • bigframes.pandas.api.typing.DatetimeMethods.minute
      • bigframes.pandas.api.typing.DatetimeMethods.month
      • bigframes.pandas.api.typing.DatetimeMethods.quarter
      • bigframes.pandas.api.typing.DatetimeMethods.second
      • bigframes.pandas.api.typing.DatetimeMethods.seconds
      • bigframes.pandas.api.typing.DatetimeMethods.time
      • bigframes.pandas.api.typing.DatetimeMethods.tz
      • bigframes.pandas.api.typing.DatetimeMethods.unit
      • bigframes.pandas.api.typing.DatetimeMethods.weekday
      • bigframes.pandas.api.typing.DatetimeMethods.year
      • bigframes.pandas.api.typing.DatetimeMethods.__init__
      • bigframes.pandas.api.typing.DatetimeMethods.day_name
      • bigframes.pandas.api.typing.DatetimeMethods.floor
      • bigframes.pandas.api.typing.DatetimeMethods.isocalendar
      • bigframes.pandas.api.typing.DatetimeMethods.normalize
      • bigframes.pandas.api.typing.DatetimeMethods.strftime
      • bigframes.pandas.api.typing.DatetimeMethods.total_seconds
      • bigframes.pandas.api.typing.DatetimeMethods.tz_localize
    • bigframes.pandas.api.typing.SeriesGroupBy
      • bigframes.pandas.api.typing.SeriesGroupBy.__init__
      • bigframes.pandas.api.typing.SeriesGroupBy.agg
      • bigframes.pandas.api.typing.SeriesGroupBy.aggregate
      • bigframes.pandas.api.typing.SeriesGroupBy.all
      • bigframes.pandas.api.typing.SeriesGroupBy.any
      • bigframes.pandas.api.typing.SeriesGroupBy.count
      • bigframes.pandas.api.typing.SeriesGroupBy.cumcount
      • bigframes.pandas.api.typing.SeriesGroupBy.cummax
      • bigframes.pandas.api.typing.SeriesGroupBy.cummin
      • bigframes.pandas.api.typing.SeriesGroupBy.cumprod
      • bigframes.pandas.api.typing.SeriesGroupBy.cumsum
      • bigframes.pandas.api.typing.SeriesGroupBy.describe
      • bigframes.pandas.api.typing.SeriesGroupBy.diff
      • bigframes.pandas.api.typing.SeriesGroupBy.expanding
      • bigframes.pandas.api.typing.SeriesGroupBy.first
      • bigframes.pandas.api.typing.SeriesGroupBy.head
      • bigframes.pandas.api.typing.SeriesGroupBy.kurt
      • bigframes.pandas.api.typing.SeriesGroupBy.kurtosis
      • bigframes.pandas.api.typing.SeriesGroupBy.last
      • bigframes.pandas.api.typing.SeriesGroupBy.max
      • bigframes.pandas.api.typing.SeriesGroupBy.mean
      • bigframes.pandas.api.typing.SeriesGroupBy.median
      • bigframes.pandas.api.typing.SeriesGroupBy.min
      • bigframes.pandas.api.typing.SeriesGroupBy.nunique
      • bigframes.pandas.api.typing.SeriesGroupBy.prod
      • bigframes.pandas.api.typing.SeriesGroupBy.quantile
      • bigframes.pandas.api.typing.SeriesGroupBy.rank
      • bigframes.pandas.api.typing.SeriesGroupBy.rolling
      • bigframes.pandas.api.typing.SeriesGroupBy.shift
      • bigframes.pandas.api.typing.SeriesGroupBy.size
      • bigframes.pandas.api.typing.SeriesGroupBy.skew
      • bigframes.pandas.api.typing.SeriesGroupBy.std
      • bigframes.pandas.api.typing.SeriesGroupBy.sum
      • bigframes.pandas.api.typing.SeriesGroupBy.value_counts
      • bigframes.pandas.api.typing.SeriesGroupBy.var
    • bigframes.pandas.api.typing.StringMethods
      • bigframes.pandas.api.typing.StringMethods.__init__
      • bigframes.pandas.api.typing.StringMethods.capitalize
      • bigframes.pandas.api.typing.StringMethods.cat
      • bigframes.pandas.api.typing.StringMethods.center
      • bigframes.pandas.api.typing.StringMethods.contains
      • bigframes.pandas.api.typing.StringMethods.endswith
      • bigframes.pandas.api.typing.StringMethods.extract
      • bigframes.pandas.api.typing.StringMethods.find
      • bigframes.pandas.api.typing.StringMethods.fullmatch
      • bigframes.pandas.api.typing.StringMethods.get
      • bigframes.pandas.api.typing.StringMethods.isalnum
      • bigframes.pandas.api.typing.StringMethods.isalpha
      • bigframes.pandas.api.typing.StringMethods.isdecimal
      • bigframes.pandas.api.typing.StringMethods.isdigit
      • bigframes.pandas.api.typing.StringMethods.islower
      • bigframes.pandas.api.typing.StringMethods.isnumeric
      • bigframes.pandas.api.typing.StringMethods.isspace
      • bigframes.pandas.api.typing.StringMethods.isupper
      • bigframes.pandas.api.typing.StringMethods.join
      • bigframes.pandas.api.typing.StringMethods.len
      • bigframes.pandas.api.typing.StringMethods.ljust
      • bigframes.pandas.api.typing.StringMethods.lower
      • bigframes.pandas.api.typing.StringMethods.lstrip
      • bigframes.pandas.api.typing.StringMethods.match
      • bigframes.pandas.api.typing.StringMethods.pad
      • bigframes.pandas.api.typing.StringMethods.repeat
      • bigframes.pandas.api.typing.StringMethods.replace
      • bigframes.pandas.api.typing.StringMethods.reverse
      • bigframes.pandas.api.typing.StringMethods.rjust
      • bigframes.pandas.api.typing.StringMethods.rstrip
      • bigframes.pandas.api.typing.StringMethods.slice
      • bigframes.pandas.api.typing.StringMethods.split
      • bigframes.pandas.api.typing.StringMethods.startswith
      • bigframes.pandas.api.typing.StringMethods.strip
      • bigframes.pandas.api.typing.StringMethods.to_blob
      • bigframes.pandas.api.typing.StringMethods.upper
      • bigframes.pandas.api.typing.StringMethods.zfill
    • bigframes.pandas.api.typing.StructAccessor
      • bigframes.pandas.api.typing.StructAccessor.dtypes
      • bigframes.pandas.api.typing.StructAccessor.__init__
      • bigframes.pandas.api.typing.StructAccessor.explode
      • bigframes.pandas.api.typing.StructAccessor.field
    • bigframes.pandas.api.typing.StructFrameAccessor
      • bigframes.pandas.api.typing.StructFrameAccessor.__init__
      • bigframes.pandas.api.typing.StructFrameAccessor.explode
    • bigframes.pandas.api.typing.Window
      • bigframes.pandas.api.typing.Window.__init__
      • bigframes.pandas.api.typing.Window.agg
      • bigframes.pandas.api.typing.Window.aggregate
      • bigframes.pandas.api.typing.Window.count
      • bigframes.pandas.api.typing.Window.max
      • bigframes.pandas.api.typing.Window.mean
      • bigframes.pandas.api.typing.Window.min
      • bigframes.pandas.api.typing.Window.std
      • bigframes.pandas.api.typing.Window.sum
      • bigframes.pandas.api.typing.Window.var
  • bigframes.streaming
    • bigframes.streaming.read_gbq_table
    • bigframes.streaming.StreamingDataFrame
  • bigframes.ml
  • bigframes.ml.cluster
    • bigframes.ml.cluster.KMeans
  • bigframes.ml.compose
    • bigframes.ml.compose.ColumnTransformer
    • bigframes.ml.compose.SQLScalarColumnTransformer
  • bigframes.ml.decomposition
    • bigframes.ml.decomposition.MatrixFactorization
    • bigframes.ml.decomposition.PCA
  • bigframes.ml.ensemble
    • bigframes.ml.ensemble.RandomForestClassifier
    • bigframes.ml.ensemble.RandomForestRegressor
    • bigframes.ml.ensemble.XGBClassifier
    • bigframes.ml.ensemble.XGBRegressor
  • bigframes.ml.forecasting
    • bigframes.ml.forecasting.ARIMAPlus
  • bigframes.ml.imported
    • bigframes.ml.imported.ONNXModel
    • bigframes.ml.imported.TensorFlowModel
    • bigframes.ml.imported.XGBoostModel
  • bigframes.ml.impute
    • bigframes.ml.impute.SimpleImputer
  • bigframes.ml.linear_model
    • bigframes.ml.linear_model.LinearRegression
    • bigframes.ml.linear_model.LogisticRegression
  • bigframes.ml.llm
    • bigframes.ml.llm.Claude3TextGenerator
    • bigframes.ml.llm.GeminiTextGenerator
    • bigframes.ml.llm.MultimodalEmbeddingGenerator
    • bigframes.ml.llm.TextEmbeddingGenerator
  • bigframes.ml.metrics
    • bigframes.ml.metrics.accuracy_score
    • bigframes.ml.metrics.auc
    • bigframes.ml.metrics.confusion_matrix
    • bigframes.ml.metrics.f1_score
    • bigframes.ml.metrics.mean_absolute_error
    • bigframes.ml.metrics.mean_squared_error
    • bigframes.ml.metrics.precision_score
    • bigframes.ml.metrics.r2_score
    • bigframes.ml.metrics.recall_score
    • bigframes.ml.metrics.roc_auc_score
    • bigframes.ml.metrics.roc_curve
  • bigframes.ml.model_selection
    • bigframes.ml.model_selection.cross_validate
    • bigframes.ml.model_selection.train_test_split
    • bigframes.ml.model_selection.KFold
    • bigframes.ml.model_selection.chain
  • bigframes.ml.pipeline
    • bigframes.ml.pipeline.Pipeline
  • bigframes.ml.preprocessing
    • bigframes.ml.preprocessing.KBinsDiscretizer
    • bigframes.ml.preprocessing.LabelEncoder
    • bigframes.ml.preprocessing.MaxAbsScaler
    • bigframes.ml.preprocessing.MinMaxScaler
    • bigframes.ml.preprocessing.OneHotEncoder
    • bigframes.ml.preprocessing.PolynomialFeatures
    • bigframes.ml.preprocessing.StandardScaler
  • bigframes.ml.remote
    • bigframes.ml.remote.VertexAIModel
  • API Reference
  • bigframes.pandas
  • bigframes.pandas.DataFrame
  • bigframes.pandas.DataFrame.tail

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