Exploring Models to Predict Soil Lead Levels and Child Elevated Blood Lead Levels in Philadelphia

This project uses a dataset compiled from multiple sources to explore the relationships between a number of indicators as predictor variables and soil lead levels and percent of children with elevated blood lead levels in Philadelphia.

Other files in this folder

1. DSCI_Project_Final.ipynb: This is the Jupyter notebook which gives an overview of the data, shows exploratory data analysis, and explores the fit multiple models for the two response variables.

2. DSCI_Project_Final.pdf: PDF version of Jupyter notebook.

3. data_dict.csv: this is the data dictionary for the dataset (also shown in the Jupyter notebook).

4. presentation_recording.mp4: This is a recording of the the project presentation.