8 attribute fields, profiled from the November 2022 vintage.
Columns in Woodson County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| kspid | OFTString | 4.9k | 1041673500000006000, 1041673500000005000, 1041673500000003000 | |
| co_abbr | OFTString | 1 | WO, WO, WO | |
| parcel_id | OFTString | 4.8k | 1041673500000006000, 1041673500000005000, 1041673500000003000 | |
| pid | OFTString | 4.8k | 1041673500000006000, 1041673500000005000, 1041673500000003000 | |
| owner | OFTString | 2.5k | SLAVIK, RICHARD A DEBRA S, DEAL, JASON WAYNE, DEAL, JASON WAYNE | |
| situs | OFTString | 3.0k | 00000 FALL RIVER RD, Toronto, KS 66777., 128 FALL RIVER RD, Toronto, KS 66777., 109 FALL RIVER RD, Toronto, KS 66777. | |
| mail_addr | OFTString | 2.1k | 628 BOBCAT ROAD TORONTO, KS 66777, 128 FALL RIVER ROAD TORONTO, KS 66777, 407 E MARY YATES CENTER, KS 66783 | |
| legal | OFTString | 4.8k | S35 , T26 , R13 , ACRES 39.0 , NW4 NW4 EXC ROW., S35 , T26 , R13 , ACRES 61.0 , SW4 NW4 N2 NW4 SW4 EXC ROW., S35 , T26 , R13 , ACRES 57.6 , N2 NE4 SW4 SE4 NW4. |
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.