rethinking-walkability

Code for "Rethinking Walkability" paper

Where to access data

Before running any of the code in the Python or R files, first download the relevant datasets from the following sites and place them in a "data" folder in the project directory. When running the Python notebook, please make sure the downloaded file names match the file names used in the Python code.

• EPA Smart Location Database
• Baltimore Ecosystem Study Houshold Telephone Survey

Running code

1. survey_analysis.ipynb includes code for preprocessing and stitching together the two datasets.
2. pls_sem_final.Rmd includes code for running the Partial Least Squares Structural Equation Modeling analysis in R.

Note: the pls_sem_final.html file includes the same code as the .Rmd file but with rendered outputs and plots.