8 attribute fields, profiled from the November 2022 vintage.
Columns in Seward County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| kspid | OFTString | 10.3k | 0880430600000005000, 0880430600000004000, 0880430500000001000 | |
| co_abbr | OFTString | 1 | SW, SW, SW | |
| parcel_id | OFTString | 10.3k | 0880430600000005000, 0880430600000004000, 0880430500000001000 | |
| pid | OFTString | 10.3k | 0880430600000005000, 0880430600000004000, 0880430500000001000 | |
| owner | OFTString | 6.9k | WAGNER, KEVIN P MAUREEN, METCALF, THOMAS A LYNETTE S, FORWARD, ROBERT A DEBORAH C | |
| situs | OFTString | 7.7k | 00000 ROAD A, Satanta, KS 67870., 00000 HIGHWAY 56, Satanta, KS 67870., 00000 ROAD 28, Satanta, KS 67870. | |
| mail_addr | OFTString | 6.3k | PO BOX 193 Satanta, KS 67870, 1225 E MICHIGAN Ulysses, KS 67880, 130 BIRDS EYE VIEW DR Morgantown, WV 26501 | |
| legal | OFTString | 10.3k | S06, T31, R34, SW4 LESS R/W., S06, T31, R34, NW4 LESS R/W., S05, T31, R34, E2 NE4. |
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.