<commit_before># BostonBikr
Insight Health Data Science Project 2015
bostonbikr.com

Google will give you the fastest route from A to B and apps like Strava will let you record paths and race yourself and friends. But there are no apps that can generate scenic routes. Routes for the rider who wants to get out, get fit, and see something interesting in their city. That's why I made BostonBikr.

BostonBikr collects Open Source Map (OSM) data (obtained from overpassturbo.eu), cleans it to remove redundant notes (see geojsonProcessor.py), incorporate features from TripAdvisor to add weight your map (see reTrip.py), and allows you to plan novel routes using a custom genetic algorithm (see geneticAlgorithm.py). New features and additional pathfinding algorithms can be easily integrated into BostonBikr.py (see PathTestMashup method). I encourage anyone to try this pipeline on their city and see what they find!

<commit_msg>Grammar and spellcheck<commit_after># BostonBikr
Insight Health Data Science Project 2015
Website: bostonbikr.com

Google will give you the fastest route from A to B and apps like Strava will let you record paths and race against yourself and your friends. But I couldn't find an app for the rider that wants to get outside and get fit while taking in the best scenery their city has to offer. That's why I made BostonBikr.

BostonBikr collects Open Source Map (OSM) data (obtained from overpassturbo.eu), cleans it to remove redundant nodes (see geojsonProcessor.py), incorporate features from TripAdvisor to add weight your map (see reTrip.py), and uses a custom genetic algorithm to generate novel routes (see geneticAlgorithm.py). New features and additional pathfinding algorithms can be easily integrated into BostonBikr.py (see PathTestMashup method). The files for a Flask-based webapp are included here as well. I encourage anyone to try this pipeline on their city and see what they find, or try adding more data to the feature set and optimize it to your desired experience!

Please check out the app at www.bostonbikr.com and feel free to send me feedback!

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