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A package to import basic libraries and perform basic data analysis.

Project description


forthebadge made-with-python
Python 3.10

Functionality of the pybaseanal

  • Importing basic libraries at once
  • Perform basic data processing
  • Null analysis
  • Graph plots
  • Data type conversion


  • To read dataframe
  • To perform EDA
  • To annalyse the null
pip install pybaseanal
For functionality
  • null_Analysis(data_df, null_Cuttoff = 25, headcount = 5)
  • plot_categorical_frequency(df, output_path='cat_graph.docx')
  • convert_columns_to_preferred_types(df)
  • generate_visualizations_and_report(df, output_path='output.docx')


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