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Added docs/dataframe_supported.rst
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Stephen Dodson
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eland/docs/dataframe_supported.rst
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pandas.DataFrame supported APIs
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===============================
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The following table lists both implemented and not implemented methods. If you have need
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of an operation that is listed as not implemented, feel free to open an issue on the
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`GitHub repository`_, or give a thumbs up to already created issues. Contributions are
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also welcome!
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The following table is structured as follows: The first column contains the method name.
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The second column is a flag for whether or not there is an implementation in Modin for
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the method in the left column. ``Y`` stands for yes, ``N`` stands for no, ``P`` stands
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for partial (meaning some parameters may not be supported yet), and ``D`` stands for
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default to pandas.
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+---------------------------+---------------------------------+----------------------------------------------------+
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| DataFrame method | Eland Implementation? (Y/N/P/D) | Notes for Current implementation |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``T`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``abs`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``add`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``add_prefix`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``add_suffix`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``agg`` | N | |
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| ``aggregate`` | | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``align`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``all`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``any`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``append`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``apply`` | N | See ``agg`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``applymap`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``as_blocks`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``as_matrix`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``asfreq`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``asof`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``assign`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``astype`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``at`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``at_time`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``axes`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``between_time`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``bfill`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``blocks`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``bool`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``boxplot`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``clip`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``clip_lower`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``clip_upper`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``combine`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``combine_first`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``compound`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``consolidate`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``convert_objects`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``copy`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``corr`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``corrwith`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``count`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``cov`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``cummax`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``cummin`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``cumprod`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``cumsum`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``describe`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``diff`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``div`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``divide`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``dot`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``drop`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``drop_duplicates`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``dropna`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``dtypes`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``duplicated`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``empty`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``eq`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``equals`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``eval`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``ewm`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``expanding`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``ffill`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``fillna`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``filter`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``first`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``first_valid_index`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``floordiv`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``from_csv`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``from_dict`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``from_items`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``from_records`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``ftypes`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``ge`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``get`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``get_dtype_counts`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``get_ftype_counts`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``get_value`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``get_values`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``groupby`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``gt`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``head`` | Y | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``hist`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``iat`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``idxmax`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``idxmin`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``iloc`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``infer_objects`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``info`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``insert`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``interpolate`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``is_copy`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``isin`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``isna`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``isnull`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``items`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``iteritems`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``iterrows`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``itertuples`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``ix`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``join`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``keys`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``kurt`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``kurtosis`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``last`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``last_valid_index`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``le`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``loc`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``lookup`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``lt`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``mad`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``mask`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``max`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``mean`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``median`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``melt`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``memory_usage`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``merge`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``min`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``mod`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``mode`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``mul`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``multiply`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``ndim`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``ne`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``nlargest`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``notna`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``notnull`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``nsmallest`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``nunique`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``pct_change`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``pipe`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``pivot`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``pivot_table`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``plot`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``pop`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``pow`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``prod`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``product`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``quantile`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``query`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``radd`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rank`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rdiv`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``reindex`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``reindex_axis`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``reindex_like`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rename`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rename_axis`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``reorder_levels`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``replace`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``resample`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``reset_index`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rfloordiv`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rmod`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rmul`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rolling`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``round`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rpow`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rsub`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``rtruediv`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``sample`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``select`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``select_dtypes`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``sem`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``set_axis`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``set_index`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``set_value`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``shape`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``shift`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``size`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``skew`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``slice_shift`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``sort_index`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``sort_values`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``sortlevel`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``squeeze`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``stack`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``std`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``style`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``sub`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``subtract`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``sum`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``swapaxes`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``swaplevel`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``tail`` | Y | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``take`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_clipboard`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_csv`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_dense`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_dict`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_excel`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_feather`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_gbq`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_hdf`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_html`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_json`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_latex`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_msgpack`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_panel`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_parquet`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_period`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_pickle`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_records`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_sparse`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_sql`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_stata`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_string`` | Y | Default sets `max_rows=60` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_timestamp`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``to_xarray`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``transform`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``transpose`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``truediv`` | N | See ``add`` |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``truncate`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``tshift`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``tz_convert`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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||||
| ``tz_localize`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``unstack`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``update`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``values`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``var`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``where`` | N | |
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+---------------------------+---------------------------------+----------------------------------------------------+
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| ``xs`` | N | Deprecated in pandas |
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+---------------------------+---------------------------------+----------------------------------------------------+
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||||
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||||
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