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

Home Page:https://wexda.herokuapp.com/

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📊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

About

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

https://wexda.herokuapp.com/

License:MIT License


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