Jupyter Book: https://ucb-stat-159-s23.github.io/project-Group18/main.html
Access to Original Data:kaggle
Project Goal
In this project, we are going to examine the effects of various air pollutants(NO2, PM2.5, black carbon) on human mental health and wellbeing. In addition to air pollutants, we also want to see how other factors, including green space access and education level, affect people's performance in Stroop test. A Stroop test measures a person's cognitive function by assessing their attention capacity and processing abilities. The summary the of analysis can be found in main.ipynb
, and more detailed analysis with code was stored in code
.
Some Helpful Tips
- Use command
conda env create -f environment.yml
to create new environment for this project - Install
tools
packages before running any code in notebooks code/DataCleaning.ipynb
: Before doing analysis, perform data cleaning and stored clean version of data indata
- Use command
rm *
to remove all output files inoutputs
if you want to clear all outputs
License
The project is released under the BSD 3-clause License.