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The following tables show the pandas APIs that have been implemented (or not) in BigQuery DataFrames.
‘Y’ means it implements all parameters.
‘P’ means it implements only some parameters.
T Y add Y and Y annotations Y array Y array_ufunc Y bool Y class Y contains Y delattr Y delitem Y dict Y dir Y doc Y eq Y floordiv Y format Y ge Y getattr P name getattribute Y getitem Y gt Y hash Y init Y init_subclass Y invert Y iter Y le Y len Y lt Y matmul Y mod Y module Y mul Y ne Y neg Y new Y nonzero Y or Y pandas_priority Y pos Y pow Y radd Y rand Y reduce Y reduce_ex Y repr Y rfloordiv Y rmod Y rmul Y ror Y rpow Y rsub Y rtruediv Y rxor Y setattr P name setitem Y sizeof Y str Y sub Y subclasshook Y truediv Y weakref Y xor Y abs Y add P fill_value, level add_prefix Y add_suffix Y agg P args, axis, kwargs aggregate P args, axis, kwargs align P broadcast_axis, copy, fill_axis, fill_value, level, limit, method all P kwargs, skipna any P kwargs, skipna apply P by_row, engine, engine_kwargs, raw, result_type applymap P kwargs assign Y astype P copy at Y axes Y bfill P Y axis, downcast, inplace, limit_area columns Y combine Y combine_first Y copy P deep corr Y corrwith P axis, drop, method count P axis cov P ddof, min_periods cummax P Y args, axis, kwargs, skipna cummin P Y args, axis, kwargs, skipna cumprod P Y args, axis, kwargs, skipna cumsum P Y args, axis, kwargs, skipna describe P exclude, percentiles diff P Y axis div P fill_value, level divide P fill_value, level dot Y Y drop P errors, inplace drop_duplicates P ignore_index, inplace droplevel Y dropna Y dtypes Y duplicated Y empty Y eq P level equals Y Y eval P inplace, kwargs expanding P Y axis, method explode Y ffill P Y axis, downcast, inplace, limit_area fillna P axis, downcast, inplace, limit, method filter Y first_valid_index Y floordiv P fill_value, level from_dict Y from_records Y ge P level get Y groupby P axis, group_keys, observed, sort gt P level head Y Y hist P ax, backend, column, data, figsize, grid, layout, legend, sharex, sharey, xlabelsize, xrot, ylabelsize, yrot iat Y idxmax P Y Y axis, numeric_only, skipna idxmin P Y Y axis, numeric_only, skipna iloc Y index Y info Y Y insert Y interpolate P Y Y axis, downcast, inplace, kwargs, limit, limit_area, limit_direction isin Y isna Y isnull Y iterrows Y itertuples Y join P sort, validate kurt P axis, kwargs, skipna kurtosis P axis, kwargs, skipna le P level loc Y lt P level map P kwargs mask P axis, inplace, level max P kwargs, skipna mean P kwargs, skipna median P axis, kwargs, skipna melt P Y col_level, ignore_index memory_usage P deep merge P copy, indicator, left_index, right_index, validate min P kwargs, skipna mod P fill_value, level mul P fill_value, level multiply P fill_value, level ndim Y ne P level nlargest Y notna Y notnull Y nsmallest Y nunique P axis, dropna pct_change P Y fill_method, freq, kwargs, limit pipe Y pivot Y Y Y pivot_table P Y Y dropna, fill_value, margins, margins_name, observed, sort plot Y pow P fill_value, level prod P kwargs, min_count, skipna product P kwargs, min_count, skipna quantile P axis, interpolation, method query P inplace, kwargs radd P fill_value, level rank P pct rdiv P fill_value, level reindex P copy, fill_value, level, limit, method, tolerance reindex_like P Y copy, limit, method, tolerance rename P axis, copy, errors, index, level, mapper rename_axis P axis, columns, copy, index reorder_levels Y replace P inplace, limit, method reset_index P allow_duplicates, col_fill, col_level, inplace, level, names rfloordiv P fill_value, level rmod P fill_value, level rmul P fill_value, level rolling P Y axis, center, method, step, win_type round P args, kwargs rpow P fill_value, level rsub P fill_value, level rtruediv P fill_value, level sample P Y axis, ignore_index, replace, weights select_dtypes Y set_index P inplace, verify_integrity shape Y shift P Y axis, fill_value, freq, suffix size Y skew P axis, kwargs, skipna sort_index P Y axis, ignore_index, key, kind, level, sort_remaining sort_values P axis, ignore_index, key stack P dropna, future_stack, sort std P ddof, kwargs, skipna sub P fill_value, level subtract P fill_value, level sum P kwargs, min_count, skipna swaplevel Y tail Y Y take Y to_csv P chunksize, columns, compression, date_format, decimal, doublequote, encoding, errors, escapechar, float_format, index_label, lineterminator, mode, na_rep, quotechar, quoting, storage_options to_dict P index to_excel P columns, engine, engine_kwargs, float_format, freeze_panes, header, index, index_label, inf_rep, merge_cells, na_rep, startcol, startrow, storage_options to_gbq P auth_local_webserver, chunksize, credentials, location, progress_bar, project_id, reauth, table_schema to_html Y to_json P compression, date_format, date_unit, default_handler, double_precision, force_ascii, indent, mode, storage_options to_latex P bold_rows, caption, column_format, decimal, encoding, escape, float_format, formatters, index_names, label, longtable, multicolumn, multicolumn_format, multirow, na_rep, position, sparsify to_markdown P storage_options to_numpy Y to_orc P engine, engine_kwargs, index to_parquet P engine, kwargs, partition_cols, storage_options to_pickle P compression, protocol, storage_options to_records Y to_string Y transpose P Y Y args, copy truediv P fill_value, level unstack P Y Y fill_value, sort update P errors value_counts Y values Y var P ddof, kwargs, skipna where P axis, inplace, level ## DataFrameGroupBy API Implemented Requires index Requires ordering Missing parameters annotations Y class Y delattr Y dict Y dir Y doc Y eq Y format Y ge Y getattribute Y getitem Y gt Y hash Y init P axis, exclusions, group_keys, grouper, keys, level, obj, observed, selection, sort init_subclass Y le Y lt Y module Y ne Y new Y reduce Y reduce_ex Y repr Y setattr Y sizeof Y str Y subclasshook Y weakref Y agg P args, engine, engine_kwargs aggregate P args, engine, engine_kwargs all P skipna any P skipna count Y cumcount Y Y cummax P Y axis cummin P Y axis cumprod P Y axis cumsum P Y axis diff P Y axis expanding P Y args, kwargs first P Y skipna head Y Y last P Y skipna max P engine, engine_kwargs, min_count mean P engine, engine_kwargs median Y min P engine, engine_kwargs, min_count nunique P dropna prod Y quantile P interpolation rank P axis, pct rolling P Y args, kwargs shift P Y axis, fill_value, freq, suffix size Y skew P axis, kwargs, skipna std P ddof, engine, engine_kwargs sum P engine, engine_kwargs, min_count value_counts Y var P ddof, engine, engine_kwargs ## Index API Implemented Requires index Requires ordering Missing parameters T Y annotations Y array P copy class Y contains Y delattr Y dict Y dir Y doc Y eq P other format Y ge P other getattribute Y getitem Y gt P other hash Y init Y init_subclass Y le P other len Y lt P other module Y ne P other new P copy, tupleize_cols or P other, self pandas_priority Y reduce Y reduce_ex Y repr Y ror P other, self setattr Y setitem Y sizeof Y str Y subclasshook Y weakref Y all P args, kwargs any P args, kwargs argmax P Y args, axis, kwargs, skipna argmin P Y args, axis, kwargs, skipna astype P copy copy P deep drop P errors drop_duplicates Y dropna Y dtype Y empty Y fillna P downcast get_level_values Y get_loc Y has_duplicates Y is_monotonic_decreasing Y is_monotonic_increasing Y is_unique Y isin P level item Y max P args, axis, kwargs, skipna min P args, axis, kwargs, skipna name Y names Y ndim Y nlevels Y nunique P dropna rename Y shape Y size Y sort_values P key, return_indexer to_numpy P copy, na_value to_series Y transpose P args, kwargs unique Y value_counts P bins values Y ## pandas module API Implemented Requires index Requires ordering Missing parameters ArrowDtype Y BooleanDtype Y DataFrame Y DatetimeIndex Y Float64Dtype Y Index Y Int64Dtype Y MultiIndex Y NA Y NamedAgg Y Series Y StringDtype Y all Y builtins Y cached Y doc Y file Y loader Y name Y package Y path Y spec Y version Y annotations Y concat P copy, keys, levels, names, sort, verify_integrity core Y cut P duplicates, include_lowest, ordered, precision, retbins get_dummies P sparse io Y merge P copy, indicator, left_index, right_index, validate option_context Y options Y pandas Y qcut P precision, retbins read_csv P cache_dates, chunksize, comment, compression, converters, date_format, date_parser, dayfirst, decimal, delim_whitespace, delimiter, dialect, doublequote, dtype_backend, encoding_errors, escapechar, false_values, float_precision, infer_datetime_format, iterator, keep_date_col, keep_default_na, lineterminator, low_memory, memory_map, na_filter, na_values, nrows, on_bad_lines, parse_dates, quotechar, quoting, skip_blank_lines, skipfooter, skipinitialspace, skiprows, storage_options, thousands, true_values, verbose read_gbq P auth_local_webserver, credentials, dialect, location, progress_bar_type, project_id, query, reauth, use_bqstorage_api read_json P chunksize, compression, convert_axes, convert_dates, date_unit, dtype_backend, encoding_errors, keep_default_dates, nrows, precise_float, storage_options, typ read_parquet P columns, dtype_backend, filesystem, filters, kwargs, storage_options, use_nullable_dtypes read_pickle Y to_datetime P cache, dayfirst, errors, exact, infer_datetime_format, origin, yearfirst to_timedelta P errors ## Series API Implemented Requires index Requires ordering Missing parameters T Y abs Y add Y and Y annotations Y array Y array_ufunc Y bool Y class Y contains Y delattr Y dict Y dir Y doc Y eq Y floordiv Y format Y ge Y getattr P name getattribute Y getitem P key gt Y hash Y init P copy, data, dtype, fastpath, index, name init_subclass Y invert Y iter Y le Y len Y lt Y matmul Y mod Y module Y mul Y ne Y neg Y new Y nonzero Y or Y pandas_priority Y pos Y pow Y radd Y rand Y reduce Y reduce_ex Y repr Y rfloordiv Y rmatmul Y rmod Y rmul Y ror Y rpow Y rsub Y rtruediv Y rxor Y setattr Y setitem Y sizeof Y str Y sub Y subclasshook Y truediv Y weakref Y xor Y abs Y add P axis, fill_value, level add_prefix Y Y add_suffix Y Y agg P args, axis, kwargs aggregate P args, axis, kwargs all P axis, bool_only, kwargs, skipna any P axis, bool_only, kwargs, skipna apply P args, convert_dtype, kwargs argmax P Y args, axis, kwargs, skipna argmin P Y args, axis, kwargs, skipna astype P copy at Y autocorr Y between Y bfill P Y axis, downcast, inplace, limit_area case_when Y clip P axis, inplace, kwargs combine P fill_value combine_first Y copy P deep corr Y count Y cov P ddof, min_periods cummax P Y args, axis, kwargs, skipna cummin P Y args, axis, kwargs, skipna cumprod P Y args, axis, kwargs, skipna cumsum P Y args, axis, kwargs, skipna describe P exclude, include, percentiles diff Y Y div P axis, fill_value, level divide P axis, fill_value, level divmod P axis, fill_value, level dot Y drop P errors, inplace drop_duplicates P ignore_index, inplace droplevel Y Y dropna Y dt Y dtype Y dtypes Y duplicated Y empty Y eq P axis, fill_value, level equals Y expanding P Y axis, method explode Y ffill P Y axis, downcast, inplace, limit_area fillna P axis, downcast, inplace, limit, method filter Y floordiv P axis, fill_value, level ge P axis, fill_value, level get Y groupby P group_keys, observed, sort gt P axis, fill_value, level hasnans Y head Y Y hist P ax, backend, figsize, grid, legend, xlabelsize, xrot, ylabelsize, yrot iat Y idxmax P Y args, axis, kwargs, skipna idxmin P Y args, axis, kwargs, skipna iloc Y index Y interpolate P Y Y axis, downcast, inplace, kwargs, limit, limit_area, limit_direction is_monotonic_decreasing Y is_monotonic_increasing Y isin Y isna Y isnull Y item Y kurt P axis, kwargs, numeric_only, skipna kurtosis P axis, kwargs, numeric_only, skipna le P axis, fill_value, level list Y loc Y lt P axis, fill_value, level map Y mask P axis, inplace, level max P axis, kwargs, numeric_only, skipna mean P axis, kwargs, numeric_only, skipna median P axis, kwargs, numeric_only, skipna min P axis, kwargs, numeric_only, skipna mod P axis, fill_value, level mode P dropna mul P axis, fill_value, level multiply P axis, fill_value, level name Y ndim Y ne P axis, fill_value, level nlargest Y notna Y notnull Y nsmallest Y nunique P dropna pad P Y axis, downcast, inplace pct_change P Y fill_method, freq, kwargs, limit pipe Y plot Y pow P axis, fill_value, level prod P axis, kwargs, min_count, numeric_only, skipna product P axis, kwargs, min_count, numeric_only, skipna quantile P interpolation radd P axis, fill_value, level rank P Y pct rdiv P axis, fill_value, level rdivmod P axis, fill_value, level reindex P Y axis, copy, fill_value, level, limit, method, tolerance reindex_like P Y copy, limit, method, tolerance rename P axis, copy, errors, level rename_axis P Y axis, copy, index reorder_levels Y Y replace P inplace, limit, method reset_index P Y allow_duplicates, inplace, level rfloordiv P axis, fill_value, level rmod P axis, fill_value, level rmul P axis, fill_value, level rolling P Y axis, center, method, on, step, win_type round P args, kwargs rpow P axis, fill_value, level rsub P axis, fill_value, level rtruediv P axis, fill_value, level sample P Y axis, ignore_index, replace, weights shape Y shift P Y axis, fill_value, freq, suffix size Y skew P axis, kwargs, numeric_only, skipna sort_index P Y ignore_index, key, kind, level, sort_remaining sort_values P ignore_index, key std P axis, ddof, kwargs, numeric_only, skipna str Y struct Y sub P axis, fill_value, level subtract P axis, fill_value, level sum P axis, kwargs, min_count, numeric_only, skipna swaplevel P Y copy tail Y Y take Y to_csv P chunksize, columns, compression, date_format, decimal, doublequote, encoding, errors, escapechar, float_format, index_label, lineterminator, mode, na_rep, quotechar, quoting, storage_options to_dict Y to_excel P columns, engine, engine_kwargs, float_format, freeze_panes, header, index, index_label, inf_rep, merge_cells, na_rep, startcol, startrow, storage_options to_frame Y to_json P compression, date_format, date_unit, default_handler, double_precision, force_ascii, indent, mode, storage_options to_latex P bold_rows, caption, column_format, decimal, encoding, escape, float_format, formatters, index_names, label, longtable, multicolumn, multicolumn_format, multirow, na_rep, position, sparsify to_list Y to_markdown P storage_options to_numpy Y to_pickle P compression, protocol, storage_options to_string Y to_xarray Y transpose P Y args, kwargs truediv P axis, fill_value, level unique Y unstack P Y fill_value, sort update Y value_counts P bins values Y var P axis, ddof, kwargs, numeric_only, skipna where P axis, inplace, level ## Series.dt methods ## Series.str methods ## SeriesGroupBy API Implemented Requires index Requires ordering Missing parameters annotations Y class Y delattr Y dict Y dir Y doc Y eq Y format Y ge Y getattribute Y getitem Y gt Y hash Y init P axis, exclusions, group_keys, grouper, keys, level, obj, observed, selection, sort init_subclass Y le Y lt Y module Y ne Y new Y reduce Y reduce_ex Y repr Y setattr Y sizeof Y str Y subclasshook Y weakref Y agg P args, engine, engine_kwargs aggregate P args, engine, engine_kwargs all P skipna any P skipna count Y cumcount Y Y cummax P Y axis cummin P Y axis cumprod P Y axis cumsum P Y axis diff P Y axis expanding P Y args, kwargs first P Y skipna head Y Y last P Y skipna max P engine, engine_kwargs, min_count mean P engine, engine_kwargs median Y min P engine, engine_kwargs, min_count nunique P dropna prod Y quantile P interpolation rank P axis, pct rolling P Y args, kwargs shift P Y axis, fill_value, freq, suffix size Y skew P axis, kwargs, skipna std P ddof, engine, engine_kwargs sum P engine, engine_kwargs, min_count value_counts Y var P ddof, engine, engine_kwargs ## Window API Implemented Requires index Requires ordering Missing parameters annotations Y class Y delattr Y dict Y dir Y doc Y eq Y format Y ge Y getattribute Y gt Y hash Y init P axis, center, closed, method, min_periods, obj, on, selection, step, win_type, window init_subclass Y le Y lt Y module Y ne Y new Y reduce Y reduce_ex Y repr Y setattr Y sizeof Y str Y subclasshook Y weakref Y count P numeric_only max P args, engine, engine_kwargs, kwargs, numeric_only mean P engine, engine_kwargs, numeric_only min P engine, engine_kwargs, numeric_only std P ddof, engine, engine_kwargs, numeric_only sum P engine, engine_kwargs, numeric_only var P ddof, engine, engine_kwargs, numeric_only
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Last updated 2025-08-12 UTC.
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