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Hamoye Data Science Internship Capstone Project 2022

Election, COVID, and Demographic Data by County: What Factors Influenced the USA 2020 Election?

Objective:

Objective is to develop models to predict the performance by the main two candidates. Model will predict percentage performance in 2020 by Joe Biden and Donald Trump

Featured Techniques:

.EDA .Linear Regression .Lasso Regression .Random Forest Regression .Gradient Boosting Regression .Artifical Neural Network (ANN) Model

Results:

Best results from predictions were obtained from the Linear model, GradientBoosting Regression and ANN Model Best results from hypertuning parameter was obtained at a learning rate of 0.005

Data Source:

https://www.kaggle.com/etsc9287/2020-general-election-polls