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Visualization and Analysis of Cryptocurrencies

License: GNU General Public License v3.0

Python 100.00%
analysis analytics cryptocurrency data-science data-visualization machine-learning visualization

crypto-data-vis's Introduction

crypto-data-vis

Demo and screenshots

demo.gif

Main Dashboard

dashboard.png

Visualizing single cryptocurrency

visualizing_single_stock

Comparing top cryptocurrencies

comparable_stock.png

Features

  • Scrap crypto data within a specified dates
  • Perform different visualization analysis
  • Get fresh data of different cryptocurrencies
  • Make a comparable visualization and analysis
  • Perform currency conversion with the latest and updated value

Installation

  • You can fork the master branch and install the necessary library listed in the requirements.txt file
pip install requirements.txt
  • Then cd src and run the application
streamlit run main.py

Improvements

  • You can work on code refactoring and add more visualization techniques.

Future work

  • This project can be further expanded. You can train the extracted dataset into an ML model and perform prediction.

crypto-data-vis's People

Contributors

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Watchers

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