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Impacts of Toxic Pollution on Life Expectancy and Cancer Rates for Local Communities

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Impacts of Toxic Pollution on Life Expectancy and Cancer Rates for Local Communities

Cole Smith

Project Report

A PDF rendering is contained in doc/Project_Report.pdf and the original Notebook is provided in notebooks/.

Project Poster

A PDF of the poster is available in doc/Project Poster/Project_Poster.pdf

Layout

All code is structured with PEP-8 documentation in modules under src/. The functions within these modules are also copied into the main notebook under notebooks/, but the structure is retained in src for reference.

This code can also run under a Main function instead of a notebook under src/main.py. Procedures are detailed in the main Python file.

Text files in doc/

For technical reference of model performance. Detail in main notebook.

Requirements

pip3 install -r requirements.txt

For the notebook, there is a tree rendered for which you will need GraphViz binaries installed to your system.

Data

A fully-merged data set is available in data/merged.csv. However, the RAW data is not downloaded as it is too big. The sources are provided under data/raw.

Running

Some code is provided in src/main.py to view prepared data and see regressions. However, to run this you need to run from the root folder as relative paths are used.

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