Zhanchao Yang University of Pennsylvania, Weitzman School of Design
MUSA 5080/CPLN 5920 - Public Policy Analytics Course intro Link: https://www.design.upenn.edu/courses/musa-5080cpln-5920
This repository showcases coursework and projects from MUSA 5080: Public Policy Analytics, focusing on data analysis techniques and their applications in public policy decision-making.
This portfolio includes the following assignments and projects:
- Assignment 1: Census Data Analysis with R Markdown
- Assignment 2: Neighborhood Indicators
- Assignment 3: Ordinary Least Squares (OLS) Regression and Introduction to Machine Learning
- Mid-term Project: House Price Predictions - Building a predictive model for home prices in Charlotte, NC
- Assignment 4: Logistic Regression for Parole Reform
- Assignment 5: Space-Time Modeling Bike Share
- Final Project: Advanced analytics project
- Real World Example: Instructor research on property advertisement text and mortgage lending data analytics
The website is built using GitHub Pages and an HTML template, showcasing interactive visualizations and analytical work completed throughout the course.