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- Data will be updated every few months. Each city agency updates its data on a different schedule.
- Rental registration and inspection data does not include public housing units.
- Data about whether or not a rental was registered appeared in the original data source as a date the property was registered. All dates were from 2015 or 2016. Any address that had a registration date associated is therefore a “licensed rental.”
- The Detroit Open Data Portal listed 664 addresses as having a zip code of 48200, a zip code that does not in fact exist. Those addresses were looked up in Google Maps and the zip code listed there replaced the 48200 zip for all 664 addresses.
- Housing paid for with the federal Housing Choice Voucher Program does not have a pass/fail inspection system.
- The Detroit Department of Water and Sewerage denied a FOIA request for specific address level information of water bill delinquency or water bill payment plans. The department did however provide partially redacted address information and the zip code. Outlier then requested a list of all the water customers in Detroit and the zip codes associated with those customers. Outlier compared the total count of all water customers in a particular zip code and the count of all delinquent or payment plan customers within that zip code to get the percentage of addresses within each zip code at risk of shut off.