Exploratory data analysis using Python

About the module!

Python module for Exploratory Data Analysis, which can be used for any data set

This module has the following sub-functions for the data analysis

1. Getting to know data
2. Data pre-processing / missing data
3. Crosstable and data validation and visualization
4. Logistic Regression on the data set
5. KNN analysis

How to use it!

1. Please install Anaconda https://docs.anaconda.com/anaconda/navigator/
2. Please install Spider IDE https://docs.spyder-ide.org/current/index.html
3. Download the eda.py from this project repo and few sample data sets
4. Run the eda.py in Spider IDE, when prompted, provide the data file
5. Graphs will be populated in the Plots area in Spider
6. At any point in time, you can exit a particular loop or sub-function by typing 'exit'

Blog

Blog about this project https://yadavmukund.blogspot.com/2021/06/exploratory-data-analysis-using-python.html

Future enhancements

Make it Menu Driven program instead of sequential execution OR
Web enabled page