Uber Movement SANRAL Cape Town Challenge
$5,500 USD
Predict when and where road incidents will occur next in Cape Town
805 data scientists enrolled, 134 on the leaderboard
TransportationSafetyPredictionStructured
South Africa
11 October 2019—10 February 2020
122 days
Starter Notebook
published 12 Oct 2019, 08:08

Hi everyone,

Hope you're enjoying the hackathon. I threw together a quick starting notebook to help anyone wanting to get a submission up as fast as possible. It's hastily made, but should be useful in prepping the data, shaping submission files, seeing how you can get a score for F1 even with low predicted probabilities...

I'll be working on a more thorough tutorial, but figured this was most useful if shared asap. Comment with your questions! And good luck all :)

The link: https://colab.research.google.com/drive/1HjJhghj2b5JJnOFNTcojLfAicDf5QWWK

Super useful, thanks!

Heads up that the test data is dirty like a dodgy uncle (OK maybe not that dirty)