alt Hacker NewsBut surely we should expect some basic sanity checks on published data? This isn't some petrol stations being placed in the middle of a field due to minor typos or bad rounding, or some petrol stations' prices being listed as all 1.00 £/l out of laziness, or even a case of all unknown locations being listed as 0°0'0" N, 0°0'0" E by default. What the author reports appear to be mistakes which should be rather trivially detectable on input.
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Sure we should indeed expect that they do that. But look at enough data and you'll learn that those expectations are a path towards never-ending frustration. I've been there, spending >100 hours cleaning data... that never got published because I was too damn focused on the dozens of years of errors that many, many people created.
To be clear, I'm not saying that we should accept messy data. Just, reality is messy and it's naive to think we can catch and remove all of reality's messiness -- which includes the bureaucratic slop that led to the data being published in the first place.
The problem is stats can actually do more with all the data including obvious errors. If you start filtering out data where they miss entered lat log you might introduce a new bias.