How do I plot only a table in Matplotlib?

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北荒
北荒 2020-11-27 05:16

Is it possible to draw only a table with matplotlib? If I uncomment the line

plt.bar(index, data[row], bar_width, bottom=y_offset, color=colors[row])


        
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  • 2020-11-27 05:24

    This is another option to write a pandas dataframe directly into a matplotlib table:

    import numpy as np
    import pandas as pd
    import matplotlib.pyplot as plt
    
    fig, ax = plt.subplots()
    
    # hide axes
    fig.patch.set_visible(False)
    ax.axis('off')
    ax.axis('tight')
    
    df = pd.DataFrame(np.random.randn(10, 4), columns=list('ABCD'))
    
    ax.table(cellText=df.values, colLabels=df.columns, loc='center')
    
    fig.tight_layout()
    
    plt.show()
    

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  • 2020-11-27 05:30

    If you just wanted to change the example and put the table at the top, then loc='top' in the table declaration is what you need,

    the_table = ax.table(cellText=cell_text,
                          rowLabels=rows,
                          rowColours=colors,
                          colLabels=columns,
                          loc='top')
    

    Then adjusting the plot with,

    plt.subplots_adjust(left=0.2, top=0.8)
    

    A more flexible option is to put the table in its own axis using subplots,

    import numpy as np
    import matplotlib.pyplot as plt
    
    
    fig, axs =plt.subplots(2,1)
    clust_data = np.random.random((10,3))
    collabel=("col 1", "col 2", "col 3")
    axs[0].axis('tight')
    axs[0].axis('off')
    the_table = axs[0].table(cellText=clust_data,colLabels=collabel,loc='center')
    
    axs[1].plot(clust_data[:,0],clust_data[:,1])
    plt.show()
    

    which looks like this,

    You are then free to adjust the locations of the axis as required.

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  • 2020-11-27 05:46

    You can di this:

    #axs[1].plot(clust_data[:,0],clust_data[:,1]) # Remove this if you don't need it
    axs[1].axis("off")  # This will leave the table alone in the window 
    
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  • 2020-11-27 05:51

    Not sure if this is already answered, but if you want only a table in a figure window, then you can hide the axes:

    fig, ax = plt.subplots()
    
    # Hide axes
    ax.xaxis.set_visible(False) 
    ax.yaxis.set_visible(False)
    
    # Table from Ed Smith answer
    clust_data = np.random.random((10,3))
    collabel=("col 1", "col 2", "col 3")
    ax.table(cellText=clust_data,colLabels=collabel,loc='center')
    
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