This is the project repository for the CS 132 Project for 2nd semester, AY 2021-2022. This will contain datasets, Python notebooks, and other files related to the creation of the Machine Project for CS 132.
The members of the project are:
- James Matthew Borines
- Alyssa Beatrice Diokno
- Derryn Joi Martirez
- Jan Albert Quidet
The following datasets are used for the Machine Project:
- Statewide Traffic Data in Florida from January 1, 2020 to July 3, 2020: LINK
- Air Quality Index in different American states: LINK
- Daily Historical Temperature and Precipitation from National Weather Service (NWS) Stations in Florida: LINK
The following Python notebooks contain codes and scripts for the Machine Project:
- Traffic Data Preprocessing Notebook (under traffic-data-preprocessing folder)
- Air Quality Preprocessing Notebook (under air-quality-preprocessing folder)
- CS 132 Project Notebook