10 attribute fields, profiled from the October 2022 vintage.
Columns in Jasper County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 50.0k | 18601300000001006, 18601300000001018, 19401800000023000 | |
| pid | OFTString | 50.0k | 18601300000001006, 18601300000001018, 19401800000023000 | |
| altid | OFTString | 50.0k | 35-180159-6000, 35-017668-2018, 18-175018-0000 | |
| owner | OFTString | 42.8k | LORENZ ROBERT W RITA J, RBC ENTERPRISES, BEELER SHANE A | |
| mail_addr | OFTString | 39.0k | 2666 ANNELISE LN JOPLIN, MO 64804, PO BOX 2283 JOPLIN, MO 64803, 3154 S WOODLAND RD JOPLIN, MO 64804 | |
| situs | OFTString | 50.0k | 5632 W 32ND ST, 3154 WOODLAND, 3089 ALFALFA AVE | |
| use_code | OFTString | 4 | A, R, R | |
| acres | OFTString | 11.7k | 2.3, 1.41, 0.6107 | |
| legal | OFTString | 50.0k | K-WOOD HILLS SUB LOT 18 EX RD R/W ON S SIDE, K-WOOD HILLS SUB LOTS 16 17 EX RD R/W S OF LOT 17, K-WOOD HILLS SUB N 10' LOT 3 ALL LOT 4 | |
| key | OFTString | 50.0k | 18601300000001006, 18601300000001018, 19401800000023000 |
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.