8 attribute fields, profiled from the October 2022 vintage.
Columns in Stephens County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 17.0k | 012 001, 012 002, 012 012 | |
| pid | OFTString | 17.0k | 012 001, 012 002, 012 012 | |
| owner | OFTString | 13.0k | WILKINSON JOHN 170 CANNON ROAD TOCCOA, GA 30577, WILKINSON MARK G 4052 HWY 184 N TOCCOA, GA 30577, QUICK MELINDA W 281 HIDDEN LAKES TOCCOA, GA 30577 | |
| situs | OFTString | 14.6k | 155 E RED ROOT RD, 238 OLD CANNON RD, HWY 184 N | |
| use_code | OFTString | 8 | Residential, Consv Use, Consv Use | |
| value | OFTString | 14.6k | Value 134344, Value 266541, Value 117216 | |
| acres | OFTString | 2.3k | 3.22, 32.22, 32.75 | |
| key | OFTString | 17.0k | 012 001, 012 002, 012 012 |
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.