Code Monkey home page Code Monkey logo

cryptomundo's Introduction

CryptoMundo - All you need in one place

CryptoMundo is a simple and easy tool to analyze cryptocurrency data in real time which provides a simple and informative dashboard.

Every 2 minutes CryptoMundo updates the data of the top 10 cryptocurrencies, enriching them with addinional information (e.g. information about whhat people think on twitter and price forecasts). At each cycle the system creates (and updates) a linear regression model constantly updated with data from the last 360 days.

How it works?

progettotap

Data Source and API

  • Coingecko ---> Extract live info about cryptocurrencies
  • Twitter ---> Extract tweet about top 10 cryptocurrencies
  • Yahoo! Finance ---> Extract historical data

Tools

  • Apache Spark ---> for fast machine learning
  • Apache Kafka ---> to pass data from one party to another
  • ELK Stack ---> to create the dashboard http://localhost:5601/
  • Apache Airflow ---> to orchestrate and monitor the whole etl process http://localhost:9999/

Dashboard

The dashboard shows all the information of the current top 10 crypto.

dashboard

Start and TO THE MOON!

Use Docker-compose up command in the shell and have fun!

cryptomundo's People

Contributors

scuderirosario avatar

Stargazers

 avatar

Watchers

 avatar

Forkers

tapunict

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.