Twitter still hasn't released a machine learning based sports filter, so I went ahead and did it. SportsPurge is continually updated and retrained with new data.
Beware - the models are not perfect, and there will be a few false positives. But hey, it's worth it to never see anyone rambling about field goals in your Twitter stream again, right?
https://sportspurge.com
https://github.com/astanway/sportspurge
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