7 attribute fields, profiled from the February 2024 vintage.
Columns in Anderson County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| kspid | OFTString | 7.4k | 0020751600000004000, 0020193100000001010, 0021951600000002000 | |
| parcel_id | OFTString | 7.4k | 0020751600000004000, 0020193100000001010, 0021951600000002000 | |
| pid | OFTString | 7.4k | 0020751600000004000, 0020193100000001010, 0021951600000002000 | |
| owner | OFTString | 4.2k | GRAHAM, FRANK B, BUZZARD, TED, ATKINSON, DELLA S TRUST | |
| situs | OFTString | 4.7k | 00000 NW 31 HWY, Garnett, KS 66032., 31820 NE UTAH RD, Greeley, KS 66033., 00000 RT 2, Kincaid, KS 66039. | |
| mail_addr | OFTString | 3.6k | 641 W HWY 31 GARNETT, KS 66032, PO BOX 21 GREELEY, KS 66033, 695 CLAYTON PL ODESSA, MO 64076 | |
| legal | OFTString | 7.4k | S16, T20, R18, ACRES 28.48, S2 SW4 SW4 S2 N2 SW4 SW4 EX RD., S16, T22, R20, ACRES 78.96, W2 NE4 EX RD., GARNETT, S30, T20, R20, BLOCK 55, W2 LT 1. |
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.