NYCPlanning / NYCPlanning/data-engineering

Standardize formatting for facility operator names

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#2,454 0 comments 0 reactions 1 assignee View on GitHub

@damonmcc is already working on this.

Since Jun 22, 2026.

db-facilities
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Python
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Description

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I also see that we have multiple rows for what seem to be the same operator, but they're formatted differently (including/excluding punctuation, different case, etc)

Image

What do you think is a good way to consolidate these operators so that if we wanted to get all the facilities of a single operator, we can (instead of the facilities being split up between the same operator)? I'm nearing the end of my SQL data clean up skills...

The two main needs for standardization are

  1. Facility operator names e.g. ZMI Foundation, Inc. should be same as ZMI Foundation, Inc
  2. Abbreviation and type should be consistent across these operators

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