This repository will include all my data analysis work using R, including my coursework and projects from DataCamp Data Scientist with R Career Track.
| Project Name | Description | Topic |
|---|---|---|
| Food Prices Forecasting | Perform a predictive analysis of food prices in Rwanda, then wrap code into functions for reproducibility. | Data Manipulation, Importing and Cleaning Data, Data Visualization, Time Series Forecasting |
| Degree Major Clustering Analysis | Explore the salary potential of college majors with a k-means cluster analysis. | Data Manipulation, Unsupervised Learning, Importing and Cleaning Data, Data Visualization |
| Clustering Bustabit Gambling Behavior | Use cluster analysis to glean insights into cryptocurrency gambling behavior. | Data Manipulation, Machine Learning, Importing and Cleaning Data, Data Visualization |
| Predict Taxi Fares with Random Forests | Use regression trees and random forests to find places where New York taxi drivers earn the most. | Data Visualization, Random Forest |
| Kidney Stones and Simpson's Paradox | Use logistic regression to determine which treatment procedure is more effective for kidney stone removal. | Data Visualization, Probability & Statistics |
| Clustering Heart Disease Patient Data | Use k-means and hierarchical clustering algorithms to help doctors inform treatment for heart disease patients. | Data manipulation, Data Visualization, K-Means Clustering, Hierarchical Clustering, Importing & Cleaning Data |
| TV, Halftime Shows, and the Big Game | Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows. | Data Manipulation, Data Visualization, Importing & Cleaning Data |