Export a Pandas dataframe as a table image

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独厮守ぢ
独厮守ぢ 2020-11-27 02:55

Is it possible to export a Pandas dataframe as an image file? Something like df.to_png() or df.to_table().savefig(\'table.png\').

At the mo

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  •  北荒
    北荒 (楼主)
    2020-11-27 03:12

    With some additional code, you can even make output look decent:

    import pandas as pd
    import numpy as np
    import matplotlib.pyplot as plt
    import six
    
    df = pd.DataFrame()
    df['date'] = ['2016-04-01', '2016-04-02', '2016-04-03']
    df['calories'] = [2200, 2100, 1500]
    df['sleep hours'] = [2200, 2100, 1500]
    df['gym'] = [True, False, False]
    
    
    def render_mpl_table(data, col_width=3.0, row_height=0.625, font_size=14,
                         header_color='#40466e', row_colors=['#f1f1f2', 'w'], edge_color='w',
                         bbox=[0, 0, 1, 1], header_columns=0,
                         ax=None, **kwargs):
        if ax is None:
            size = (np.array(data.shape[::-1]) + np.array([0, 1])) * np.array([col_width, row_height])
            fig, ax = plt.subplots(figsize=size)
            ax.axis('off')
    
        mpl_table = ax.table(cellText=data.values, bbox=bbox, colLabels=data.columns, **kwargs)
    
        mpl_table.auto_set_font_size(False)
        mpl_table.set_fontsize(font_size)
    
        for k, cell in  six.iteritems(mpl_table._cells):
            cell.set_edgecolor(edge_color)
            if k[0] == 0 or k[1] < header_columns:
                cell.set_text_props(weight='bold', color='w')
                cell.set_facecolor(header_color)
            else:
                cell.set_facecolor(row_colors[k[0]%len(row_colors) ])
        return ax
    
    render_mpl_table(df, header_columns=0, col_width=2.0)
    

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