Exploration - #2
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Extract data of Queens borough from seperate file and concatenate into 1 data frame. However, it includes 1.2 mil lines, so be careful when open
- Improve get_centroid function in geo module
- Create get_duration and get_postition functions in trips_input
- Discover a mistake in taxi_zones.geojson file ("LocationID": 57 was typed as "LocationID":56, hence there are 2 LocationID 56, which causes errors in running codes)
- change name of time module to trips_info - update introduction of trips_info - move get_time, get_duration, get_position functions from trips_input to trips_info - test all functions: worked
- delete map_trips_number - include map_best_month in trips_info - rename trips() to trips_input - improve geo
- Geo update transform CRS to lon/lat - Trips info add structure function - Trips input optimize size by changing dtypeoptimize size by changing dtype
- Revisit conditions, scaling and predict
- Change hardcode to flexible path - Complete the models - Create CLI
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Package yellowcab is initally structured with crucial files for data transforming and modeling