insight-lane / crash-model

Build a crash prediction modeling application that leverages multiple data sources to generate a set of dynamic predictions we can use to identify potential trouble spots and direct timely safety interventions.

https://insightlane.org

MIT License

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Adding cycleway information to the model #220

Closed j-t-t closed 5 years ago

j-t-t commented 5 years ago

Open street map has a cycleway tag that can indicate a variety of things, including lane, track, opposite_lane, shared_lane, buffered_lane, etc. Adding these to the model as categorical features.

This does not include curb protected bike paths as they are not indicated on the way itself. That should be done, but is a bit more complex.

Also in this PR is changing oneway and signal to categorical features instead of continuous, which was an unintended change when switching the way we set features.

Once this is merged, a new data-latest will be updated

codecov[bot] commented 5 years ago

Codecov Report

Merging #220 into master will increase coverage by <.01%. The diff coverage is 80%.

@@            Coverage Diff             @@
##           master     #220      +/-   ##
==========================================
+ Coverage   54.02%   54.03%   +<.01%     
==========================================
  Files          32       32              
  Lines        3167     3172       +5     
==========================================
+ Hits         1711     1714       +3     
- Misses       1456     1458       +2