9 attribute fields, profiled from the May 2022 vintage.
Columns in Bracken County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 6.0k | M1-01-01 & 02, M1-01-22, M1-01-23 | |
| map_no | OFTString | 6.0k | M1-01-01 02, M1-01-22, M1-01-23 | |
| acct | OFTString | 5.7k | 5655, 4608, 403 | |
| owner | OFTString | 4.2k | BEX RUFUS III, PAUL, SAMSON, LUKE, MILFORD CHRISTIAN CHURCH, PERSINGER STEVEN D LINDA C | |
| mail_addr | OFTString | 3.8k | % RUFUS JUDY BEX 1535 MATTOX RD FALMOUTH, KY 41040, 7089 NEAVE MILFORD RD BROOKSVILLE, KY 41004, % ORIE RAMSEY 7057 NEAVE MILFORD RD BROOKSVILLE, KY 41004 | |
| situs | OFTString | 4.6k | MILFORD LOOP 68, POWERSVILLE HARRISON CO RD 6640, NEAVE MILFORD RD 7138 | |
| legal | OFTString | 5.8k | 2 LOTS HOUSE MILFORD, LOT - MILFORD, HOUSE 0.892 AC - NEAVE MILFORD RD | |
| use_code | OFTString | 12 | Residential, Exempt Religious, Residential | |
| key | OFTString | 6.1k | M1-01-01 & 02, M1-01-22, M1-01-23 |
Why this differs from the next county over
There is no national parcel schema. Every assessor's office built its own, usually decades ago, usually inside whatever CAMA system it bought at the time. One county's owner column is OWNER_NAME, the next one's is own1, and a third splits it across four fields. Shapefile's ten-character DBF limit truncated a generation of them into things like TOTLNDVAL.
Nothing here is renamed or remapped. The columns above are exactly what is in the file, because a normalisation layer that quietly guesses wrong is worse than no normalisation at all — and every guess it makes is one you cannot audit.
The Filled column is the share of rows with a real value. Placeholder text such as n/a counts as empty; a column that is 100% present but 90% placeholder is a column that will disappoint you, and the profiler treats it accordingly.