9 attribute fields, profiled from the October 2022 vintage.
Columns in Banks County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 10.5k | B09 001, B09 010, B09 100 | |
| pid | OFTString | 10.5k | B09 001, B09 010, B09 100 | |
| owner | OFTString | 8.2k | COLLINS JACOB R, SIMS WAYNE LINDA, STANDRIDGE JEFFERY ALLEN | |
| mail_addr | OFTString | 7.7k | 2111 HIGHWAY 323 GILLSVILLE, GA 30543, 244 SIMS HARRIS RD GILLSVILLE, GA 30543, GLORIA DEANNA P O BOX 4 GILLSVILLE, GA 30543 | |
| situs | OFTString | 8.2k | 2111 HWY 323, SIMS HARRIS RD, 669 SIMS HARRIS RD | |
| use_code | OFTString | 9 | Residential, Residential, Residential | |
| value | OFTString | 9.3k | Value 198631, Value 14821, Value 221048 | |
| acres | OFTString | 2.8k | 1.93, 1.02, 4.76 | |
| key | OFTString | 10.5k | B09 001, B09 010, B09 100 |
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.