I am passionate about housing justice. As I continue to learn and practice data science skills, I'm going to use housing data to apply these skills to projects about this topic that I care very deeply about.
Projects:
- Median Rent 2024: This project looks at the 2024 median rental price estimates by county in the USA, using data from the department of Housing and Urban Development (HUD). This project contains a jupyter notebook (MedianRent2024.ipynb) and a project report summarizing the notebook (MedianRent2024.pdf). This project was done to complete the honors requirements for the online course Exploratory Data Analysis for Machine Learning, offered by IBM through Coursera.
- House Prices 2022: This project looks at the average house price estimates for each state (+DC) in the USA in 2022 from Zillow, and uses different types of linear regression to explore connections between that data and other various economic/demographic indicators (population, poverty, unemployment, and education). This project was done to complete the honors requirements for the online course Supervised Machine Learning: Regression, offered by IBM through Coursera.