rahulrajpl / wexda

Web Based Exploratory Data Analysis platform. Can be used as a precursor to the Data Preperation/ Preprocessing stage to understand the data through visualizations

📊WExDA

WExDA is a web based data exploration tool primarily useful for data preperation/ data analysis stage. This automates the EDA via web ui and is built using streamlit

How to use

Go to https://wexda.herokuapp.com/ and start using ;)

Features

• upload csv files upto 200MB
• describe data set
• find missing values
• find unique values and its count
• plot data via scatter, bar and pair plots
• plot correlation matrix in heatmap style
• One click pandas profiling (new feature🤳)

License

MIT License

Copyright (c) 2020 Rahul Raj (view)

References

1. Some code snippets are borrowed from https://www.kaggle.com/pmarcelino/comprehensive-data-exploration-with-python/notebook
2. Documentation at https://www.streamlit.io/

Credits

• Author: Rahul Raj
• Contact: twitter.com/@rahulrajpl