9 attribute fields, profiled from the May 2023 vintage.
Columns in Glascock County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 2.4k | 004 010B, 004 011, 004 012 | |
| pid | OFTString | 2.4k | 004 010B, 004 011, 004 012 | |
| owner | OFTString | 1.8k | TODD MICHAEL, TODD JOHN LEWIS, PADGETT CHARLES MICHAEL | |
| mail_addr | OFTString | 1.7k | 8643 UNDERWOOD RD P O BOX 8 MITCHELL, GA 30820, 9969 HWY 102 W MITCHELL, GA 30820, BRANTLEY CHASITY P 7570 HWY 171 S GIBSON, GA 30810 | |
| situs | OFTString | 1.3k | 9969 W HWY 102, 10805 BIG CREEK RD, 7984 R V KITCHENS RD | |
| use_code | OFTString | 7 | Consv Use, Consv Use, Consv Use | |
| value | OFTString | 2.2k | Value 33584, Value 217024, Value 105877 | |
| acres | OFTString | 1.3k | 35.93, 138, 104.49 | |
| key | OFTString | 2.4k | 004 010B, 004 011, 004 012 |
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.