My-First-Python-Package

Introduction

This repo contains the files of a python package developed by me which automates the task of getting basic insights from data.

Functions

This package helps in automating the following everyday tasks of data analysis:

  - Calculates the dimensions of the dataset
  - Shows the basic info of the data
  - Calculates number of Unique values
  - Calculates percentage of null values
  - Plots the bar chart for all categorical columns
  - Plots the histogram for all numeric columns
  - Makes a heatmap to show the null values

How to install, import, and run

• You can either go to the link: https://test.pypi.org/project/Mrinal/#files
• Or download all the files in the repo and open command prompt in the same folder containing the setup.py file.
  • Then execute pip install .
  • Then to import this in python, type "from Mrinal import Insights"
  • Then create an object: insight_1 = Insights(df) where df is the dataframe object of your data
  • Then run insight_1.automate_analysis(), this would execute all the above mentioned tasks