GithubHelp home page GithubHelp logo

qthequartermasterman / electionforecasting Goto Github PK

View Code? Open in Web Editor NEW
6.0 3.0 0.0 13.96 MB

Basic Election Forecasting tool using Monte Carlo simulations and live polling data.

Python 100.00%
election forecasting election-forecasting election-modelling monte-carlo-simulation electoral-college web-scraper

electionforecasting's Introduction

Election Forecasting

Basic Election Forecasting tool using Monte Carlo simulations. This repository pulls polling data from FiveThirtyEight's data repository and RealClearPolitics polls. Using those poll results and national/historical trends, simulates the presidential election in each state with Monte Carlo methods. After performing the election in each state, it calculates the electoral college totals to simulate final national results. It then repeats this several thousand times to estimate the relative number of scenarios where each candidate wins to estimate that candidate's probability of winning the presidential election.

This is currently calibrated for the November 2020 Presidential Election, but future revisions will expand functionality to include U.S. House of Representative and U.S. Senate races, as well.

electionforecasting's People

Contributors

qthequartermasterman avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

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.