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An exploration of the Extended Vehicle Energy Dataset

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eved-explore

An exploration of the Extended Vehicle Energy Dataset

Download the paper here.

Setup

Run the calculate-bearings.py and calculate-trajectories.py scripts in that order. The first script calculates auxiliary columns in the signal table, while the second creates three more tables to support trajectory querying. Both scripts will take quite a long time to run.

Once done you can run notebook numbers 5, 6 and 7.

Medium Articles

Travel Time Estimation Using Quadkeys

Trajectory Queries Using Space Partitioning

Map-Matching for Trajectory Prediction

Map-Matching for Speed Prediction

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An exploration of the Extended Vehicle Energy Dataset

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