8 attribute fields, profiled from the November 2022 vintage.
Columns in Chautauqua County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| kspid | OFTString | 5.5k | 0101951500000002000, 0101961400000002000, 0101961400000001010 | |
| co_abbr | OFTString | 1 | CQ, CQ, CQ | |
| parcel_id | OFTString | 5.5k | 0101951500000002000, 0101961400000002000, 0101961400000001010 | |
| pid | OFTString | 5.5k | 0101951500000002000, 0101961400000002000, 0101961400000001010 | |
| owner | OFTString | 2.7k | DESERET TRUST CO, DESERET TRUST CO, DESERET TRUST CO | |
| situs | OFTString | 3.0k | 00000 DALTON RD, Cedar Vale, KS 67024., 00000 DALTON RD, Cedar Vale, KS 67024., 00000 DALTON RD, Cedar Vale, KS 67024. | |
| mail_addr | OFTString | 2.2k | 35139 312TH ROAD CEDAR VALE, KS 67024, 12720 BURR OAK NEWALLA, OK 74857, 35139 312TH ROAD CEDAR VALE, KS 67024 | |
| legal | OFTString | 5.5k | S15 , T35 , R08E , ACRES 273.3 , S2 OF SEC., S14 , T35 , R08E , ACRES 33.9 , W2W2SW4., S14, T35, R08E, ACRES 159.5, NW4 SEC. |
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.