Repository for my Jupyter notebooks containing various analyses from my research projects. In some cases, the notebooks contain plots not featured in my publications and are meant to showcase the methodologies and calculations used. It is purely for education purposes. Please do not use or publish without permission.

In this project, we aim to build regression models based on a set of demographic variables to estimate county-level crime rates. After an exploratory analysis of the variables on their distributions and correlations, we derived more meaningful variables by manipulating the existing ones, removed outlier values, and implemented several variable s…