Pie Graph of Data Types

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    Wyx Smrf

    Creates a pie graph from the data types generated in a pandas DataFrame.

    Library: Pandas

    Shortcut: Pie

    Filename pattern: .ipynb, .py

    import numpy as np
    import pandas as pd
    import matplotlib.pyplot as plt
    
    dtypes_graph_params = {'data': df,
                'title': 'Data Types', 
                'title_location': 'center'}
    
    def dtypes_graph(data, title, title_location):
      dtype_count  = data.dtypes.value_counts()
      dtype_name_list = dtype_count.index.tolist()
    
      plt.pie(dtype_count, labels=dtype_name_list, autopct='%.1f%%')
      plt.title(title, loc=title_location)
    
      return plt.show()
    
    dtypes_graph(**dtypes_graph_params)
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