9 attribute fields, profiled from the October 2022 vintage.
Columns in Webster County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 2.0k | A09 003, A09 008, A09 012 | |
| pid | OFTString | 2.0k | A09 003, A09 008, A09 012 | |
| owner | OFTString | 1.4k | GOODWIN BROTHERS FARM LLC, VONK ERIK, GOODWIN BROTHERS FARM LLC | |
| mail_addr | OFTString | 1.4k | 17237 HWY 41 WESTON, GA 31832, 99 MAGNOLIA LANE RICHLAND, GA 31825, 17237 HIGHWAY 41 WESTON, GA 31832 | |
| situs | OFTString | 1.0k | 1010 GOODWINS POND RD, 16914 HWY 41, 17750 HWY 41 | |
| use_code | OFTString | 6 | Consv Use, Consv Use, Residential | |
| value | OFTString | 1.5k | Value 799700, Value 384000, Value 335800 | |
| acres | OFTString | 1.1k | 521, 240, 226.6 | |
| key | OFTString | 2.0k | A09 003, A09 008, A09 012 |
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.