Giter Club home page Giter Club logo

jing0831 / eth_sp500_clustering_analysis Goto Github PK

View Code? Open in Web Editor NEW
2.0 2.0 1.0 6.07 MB

For this Python-based project, I collected historical trading data for S&P 500 companies and ETH-USD, and filtered 10,000 Twitter posts, containing the words "ETH", "Ethereum". The project includes the following steps: collecting data, exploring data, modifying variables, setup model, and evaluate model. My hypothesis is that companies that are highly correlated will be affected by the same positive or negative market information, and thus they should converge in market performance. I hope to find these companies.

Jupyter Notebook 100.00%
analysis cluster-analysis data-analysis pandas python r

eth_sp500_clustering_analysis's Introduction

  • 👋 Hi, I’m Jingyi
  • 👀 I’m interested in ... YOU!👀
  • 🌱 I’m currently learning EVERYTHING 🤣
  • 💞️ I’m looking to collaborate with other talented creators!
  • 🥅 2022 Goals: Contribute more to Open Source projects
  • ⚡ Fun fact: I love hiking, boxing, and my 16 tarantulae✨

Connect with me:

My Resume Jingyi W| LinkedIn

Languages and Tools:

Visual Studio Code

Python

R

MySQL

Oracle

Excel

Virtualbox

AWS

Tableau

GitHub


eth_sp500_clustering_analysis's People

Contributors

jing0831 avatar

Stargazers

 avatar

Watchers

 avatar

Forkers

ben9706

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.