Aaron LaFevers
The University of Denver - MS Data Science
COMP 4449 - Data Science Capstone
Summer Quarter 2023
The original prompt and data for this task can be found here.
- Project presentation: Aaron_LaFevers_Final_full.pptx
- Documented notebook: Aaron_LaFevers_Final.ipynb within the .ZIP
- Final Report: Aaron_LaFevers_Final.pdf
- Aaron_LaFevers_Final.html - a rendered HTML export of the final notebook, as the final notebook exceeds the 100MB limit for Github.
- Aaron_LaFevers_Final.zip - a zip file containing the final notebook Aaron_LaFevers_Final.ipynb, the working notebook kronos_working.ipynb, and the pickles/ directory.
- kronos_working.ipynb - the full development workbook with data cleaning and preparation included. This is abstracted from the final notebook. within the .ZIP
- coord_script.js - a custom script for Adobe Photoshop that exports the coordinate bounds of each layer.
- requirements.txt - python library dependencies for this project.
- figures/ - a directory containing the final figures in PNG format, prepared for the report.
- kronos/ - a directory containing a library of custom python functions for use in the analysis.
- pickles/ - a directory with pickled dataframes representing the cleaning and processed data used in the analysis. These are imported into the final notebook directly. within the .ZIP
- task1/ - a directory containing the original task datasets, with the addition of .PSD Photoshop files and accompanying .CSV's generated by use of the coord_script.
Unpack the .zip into the project root directory where it currently resides.