In Uber Time, can anyone share how to obtain Sourceid and dstid from Longitude and Latitude?
u can use Point and Polygon from shapely : from shapely.geometry import Point, Polygon
create your point and polygon :
p = Point(24.952242, 60.1696017) poly = Polygon( [(24.950899, 60.169158), (24.953492, 60.169158), (24.953510, 60.170104), (24.950958, 60.169990)])
after that you can check if your polygon contains your point :
or if your point is in polygon :
There is a json file called sublocations in the uber data defining the boundaries of each 'district' in Nairobi. You have to use a geocoding library to map your points ( you have to do some searching inside the polygones ) to those districts.
The ID's obtained are sourceid for a pickup point, dstid for a destination point.
Thanks Yos.This makes sense. I will try it.
Thanks Blenz. I have downloaded the sublocations file. Will try now.
Has adding the Uber movement data improve the results for anyone?
same question here
Uber data did'nt give me much improvement
@seddik11, how many seconds improvement did you get on the leaderboard?