Confirm Final Dataset Columns

Columns to potentially include:

[ ] business type (confirm which field from Chicago data)
[ ] new license issue date
[ ] license end date (first non-renewed year, closed voluntarily or involuntarily)
[x] proximity to bus stop
[x] proximity to el stop
[ ] count of passengers boarding at closest bus stop
[ ] count of passengers boarding at closest el station
[ ] proximity to major street - major streets in chicago
[x] sidewalk cafe licenses issued in the census tract
[ ] count of other new licenses issued that year (by category?)
[x] new construction building permits by type (https://data.cityofchicago.org/Buildings/Building-Permits/ydr8-5enu/data)
[ ] restaurant health code violations
[x] crimes in the public way (https://data.cityofchicago.org/Public-Safety/Crimes-2018/3i3m-jwuy)
[x] number of arrests
[ ] [daily traffic counts(https://data.cityofchicago.org/Transportation/Average-Daily-Traffic-Counts-Map/pf56-35rv) (Only if counted on the same street and within half a mile?
[ ] Proximity to Metra stations, only if can get station ridership.
[ ] Within Chicago Landmark District (T/F)
[ ] Building ordinance violations Census block group data:
[ ] population
[ ] population density
[ ] income (household/per capita?)
[ ] race/ethnicity
[ ] educational attainment
[x] age groups
[x] marital status
[x] familial status
[ ] occupation?
[x] method of commuting?
[ ] commuting times
[x] renters versus owners
[ ] amount paid for housing
[ ] % of income paid for housing
[ ] public assistance

enatwater / new_business_predictor