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Heh, this is far from the worst problems in this dataset. Wait until you find the clusters of lat-long points coordinates that are off by 1 degree in either direction (or 0.1 degrees)

Then there are some pickups clustered around weird areas of NJ and CT (NYC cabs are not supposed to pick up passengers outside NY). Lots of weirdness to sink your teeth into.

But it's a really fun dataset. You can see hurricane Sandy, big city events, construction, etc.



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