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Introduction

BinderBinderBinderOpen Source Love svg3

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Dataset: Scooter data:

Local File Access (Optional)

File path's will vary

Installs

Imports

Convenience Functions

File Access Convenience Functions

Inspect Deployment Data

Load Tracts

Ensure merge is on consistent datatypes

Perform the merge

Inspect Routes Data

Clean the gdf of empties.

Now get the extremities; this will take a minute.

Split the gdf into a left and right dataset

The coordinate variables of object type will cause problems.

Let's go ahead and coerce a correction.

Now we can view the results

Save these csv's because it took a minute to get to where we are now.

Convert the datasets to geodataframes for further exploration!

Inspect Origins-Destinations Data

https://www.openmobilityfoundation.org/about-mds/

https://gbfs.capitalbikeshare.com/gbfs/gbfs.json

https://ddot.dc.gov/page/dockless-api

https://github.com/jakehadar/bikeshare-json-api

https://pypi.org/project/gbfs-client/

https://gtfs.org/resources/multimodal/