9 attribute fields, profiled from the May 2024 vintage.
Columns in Crawford County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 8.0k | C029 014, C029 017C, C029 017D | |
| pid | OFTString | 8.0k | C029 014, C029 017C, C029 017D | |
| owner | OFTString | 6.3k | ABERCROMBIE CHARLES E JR ANGELA R W/R, BAREFIELD HOWARD DEAN, J H BENTLEY FARMS LLC | |
| mail_addr | OFTString | 6.0k | 1550 MOORINGS WAY CUMMING, GA 30041, 4753 AVERA ROAD ROBERTA, GA 31078, 4759 AVERA RD ROBERTA, GA 31078 | |
| situs | OFTString | 5.8k | 5171 AVERA RD, 4753 AVERA RD, AVERA RD | |
| use_code | OFTString | 7 | Agricultural, Consv Use, Consv Use | |
| value | OFTString | 5.5k | Value 1264360, Value 545151, Value 450400 | |
| acres | OFTString | 2.4k | 471.31, 220.63, 246.08 | |
| key | OFTString | 8.1k | C029 014, C029 017C, C029 017D |
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.