Accumulating final project for ds 3010
Hello! This is our project, and these are some
instructions with what to do with it.
Data & preliminary steps
-
Our data was too big to put in github, but it can
be downloaded from our google drive folder (linked) -
Once you have these 4 csv files in the data
package/folder you can run data_processing.ipynd -
This file NEEDS to be run first
Analysis and more
Run:
-
data_exploration.ipynb for some graphs and our
correlation matrix -
test_models.ipynb for the normal linear regression
model (most successful and simplest) -
regression.ipynb for our attempts at Lasso and
Elastic Net regression