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@CryptoFutureX

CryptoFutureX

CryptoFutureX logo CryptoFutureX

Description

A web application to view futures of various cryptocurrencies.
The predictions are made by using the trends of prices of cryptocurrencies and correlating them with sentiment analysis. Multivariate time series analysis is used to predict the trends and the percentage change in predicted trends is obtained by sentiment analysis of Twitter feed.

  • On the ReactJS frontend, user can view candlebar plot of prices of selected cryptocurreny over the past 7 days.

  • The futures of the 8th day are predicted and shown in the same plot. The prices can be viewed by toggling the selection in USD, INR, EUR, and JYP.

  • Percentage change in predicted price by sentiment is indicated by a speedometer below the graph.


Our repositories

  • For more details and documentation, head to learning

  • For the codebase of the Django backend and more on the machine learning models, head to backend

  • For the codebase of the ReactJS frontend, head to frontend

Screenshots

Frontend chart

Frontend price change by sentiment

Popular repositories Loading

  1. learning learning Public

    The learnings of the members of team CryptoFutureX during SkillUp 2.0

    4

  2. backend backend Public

    Django backend with CNN model for sentiment analysis of tweets and price prediction of cryptocurrencies.

    Jupyter Notebook 1

  3. frontend frontend Public

    ReactJS frontend for CryptoFutureX

    JavaScript

  4. .github .github Public

Repositories

Showing 4 of 4 repositories
  • backend Public

    Django backend with CNN model for sentiment analysis of tweets and price prediction of cryptocurrencies.

    CryptoFutureX/backend’s past year of commit activity
    Jupyter Notebook 1 0 0 4 Updated Dec 8, 2022
  • .github Public
    CryptoFutureX/.github’s past year of commit activity
    0 GPL-3.0 0 0 0 Updated Sep 17, 2021
  • learning Public

    The learnings of the members of team CryptoFutureX during SkillUp 2.0

    CryptoFutureX/learning’s past year of commit activity
    4 0 0 0 Updated May 22, 2021
  • frontend Public

    ReactJS frontend for CryptoFutureX

    CryptoFutureX/frontend’s past year of commit activity
    JavaScript 0 0 0 0 Updated May 22, 2021

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