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Replace linear model with LGBM, add census 2011 data #6

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Replace linear model with LGBM, add census 2011 data #6

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MarcoGorelli
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Here's our notebook in its origin, unedited form

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@john-sandall john-sandall left a comment

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Going to merge this in anyway as the code for bringing in the census data and applying the LightGBM model will be very useful if/when I'm next building a GE turnout model (may not be so far away!).

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OK I've now added this here: https://github.com/john-sandall/democracy-hackathon/blob/master/turnout_model/LGBM%20%2B%20census%20data.ipynb

Let me know if you're uncomfortable with this being up. I saw from your Slack comment there may be some evaluation issues, but it will be extremely useful to refer to this in a few months time if a snap election is called!

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