btjones-me / public_transport_heatmap

London public transport predictive model using the Google Map API (WIP)

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public_transport_heatmap

The start of an application to produce public transport journey times as a heatmap - interpolated from API data using a proprietary ML model.


NOTE

Decomissioned and superceded by project on GitLab

London public transport heatmap displaying journey times

WIP model that takes data from the Google Maps API for random coordinates across a city, and then uses the journey times to predict any journey time between two locations.

Will create a heatmap of the journey times from a given location to all locations in the given city.

Useful for deciding where to live based on journey times (not distance) from areas of interest.

Will work in a similar way to mapnificent which is very useful, except this will be capable of visualising an extra dimension (all journey times displayed, not slicing at a given journey time for a given location). It will also have better data, since this model takes into account average traffic on a given day of the year, all modes of public transport etc.

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London public transport predictive model using the Google Map API (WIP)

License:MIT License


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