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Measure scrubadub accuracy on real data #72

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thomasbird opened this issue Nov 6, 2020 · 5 comments
Open

Measure scrubadub accuracy on real data #72

thomasbird opened this issue Nov 6, 2020 · 5 comments

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@thomasbird
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We can measure scrubadub accuracy with fake data (see #59), it would be good to find real data sources where this is also possible.

@TheBellman
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It would be useful to include that as a repeatable test

@thomasbird
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Yes agreed, we should do something similar to the fake data, where it is run in the CI process for speedy models (and offline for slower models):

https://travis-ci.org/github/LeapBeyond/scrubadub/jobs/741856233#L616

@thomasbird
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Thoughts:

  • Wikipedia list of people
  • Addresses/phone numbers of take away places

@aCampello
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aCampello commented Nov 24, 2020

This might be useful for the addresses: https://www.kaggle.com/openaddresses/openaddresses-europe. No UK data for this one, but perhaps there are some related dataset that have it.

@aCampello
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For the UK locale, for addresses and postcode, we can perhaps use the Companies House open database https://www.gov.uk/government/organisations/companies-house

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