initial commit

[krysmathis]

Scooters in sq. miles

• I found that Bird violated the 'no more then 340 scooters in a sq mile' policy multiple times
• I also found there were missing scooters in the extract and used a separate method to capture the total bird scooters (Bird API). This method confirmed there were violations.

With this notebook, I wanted to find scooters in a sq mile.
I used three dataset:

1. The consolidated dataset with first and last extract date
2. The raw extract data
3. Data extracted from the Bird API over 3-4 days

[combinatorist]

@krysmathis, please merge krysmathis#1 to make your code more accessible to new developers.

Also, even with that clean-up, I noticed that your code won't run for me because it couldn't find this file in this line (shown with line number):

66:nash_districts = gpd.read_file('council_districts.geojson',crs={'init': 'epsg:4326'})

FWIW, I'm guessing some of these might be a problem too:

67:nash_census_tracts = gpd.read_file('davidson_county_census_tracts.geojson')
382:out_of_bounds_gdf = gpd.read_file('out_of_bounds.csv')
547:gdf_birds = gpd.read_file('out_of_bounds_birds.csv')

[krysmathis]

@combinatorist I merged the improvements you made and added the geojson and csv source files.

[combinatorist]

@krysmathis - sorry it's taken me so long to respond, but now I'm curious where did those csv's come from? For example, who identified the out_of_bounds.csv and how?