9 attribute fields, profiled from the October 2022 vintage.
Columns in Atkinson County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 4.5k | 0075 003, 0075 002, 0075 003 | |
| pid | OFTString | 4.5k | 0075 003, 0075 002, 0075 003 | |
| owner | OFTString | 3.3k | HERNDON J W JR ROBERT, THE LANGDALE CO, HERNDON J W JR ROBERT | |
| mail_addr | OFTString | 3.1k | C/O LEE IVEY 11 IVEY LN LAKELAND, GA 31635, PO BOX 1088 VALDOSTA, GA 31601, C/O LEE IVEY 11 IVEY LN LAKELAND, GA 31635 | |
| situs | OFTString | 2.5k | 466 HENDERSON LN, 3530 GA HWY 64 W, 475 SALEM CHURCH RD | |
| use_code | OFTString | 7 | Preferential, Preferential, Agricultural | |
| value | OFTString | 4.1k | Value 105705, Value 192589, Value 105705 | |
| acres | OFTString | 1.7k | 89, 406, 89 | |
| key | OFTString | 4.5k | 0075 003, 0075 002, 0075 003 |
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.