35 attribute fields, profiled from the January 2022 vintage.
Columns in Winston County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| primaryind | OFTString | 37.0k | 1, 2, 3 | |
| mailing1 | OFTString | 14.0k | P O BOX 609, 833 OXMOOR ROAD, 833 OXMOOR ROAD | |
| mailing2 | OFTString | 1.7k | 690 GREENBRIAR DRIVE, 265 COUNTY ROAD 235, 267 COUNTY RD 235 | |
| mailing3 | OFTString | 1.9k | DOUBLE SPRINGS AL 35553, BIRMINGHAM AL 35209, BIRMINGHAM AL 35209 | |
| name | OFTString | 17.3k | BANKS RAYMOND L, TAYLOR DANIELT ETUX CAROLYN R, TAYLOR DANIEL T ETUX CAROLYN R | |
| name2 | OFTString | — | ||
| parcel_id | OFTString | 25.8k | 2003050200001002, 2002100200017001, 2002100200017000 | |
| account | OFTString | — | ||
| p_address | OFTString | 8.2k | 530 COUNTY ROAD 3941 ARLEY, 530 COUNTY ROAD 3941, 1136 COUNTY ROAD 3914 | |
| deed_b_p_d | OFTString | 17.7k | 0249 0000656 7/10/2003, 0298 0000646 7/18/2012, 0335 0000892 3/14/2019 | |
| str | OFTString | 632 | 05-12S-06W, 10-12S-06W, 10-12S-06W | |
| giskey | OFTString | 26.0k | 672003050200001002, 672002100200017001, 672002100200017000 | |
| collection | OFTString | — | ||
| totalland | OFTString | 2.6k | 33600, 181100, 2300 | |
| totalbldg | OFTString | 7.9k | 0, 153060, 0 | |
| totalvalue | OFTString | 9.8k | 33600, 334160, 2300 | |
| neighcode | OFTString | 5 | SMITH LAKE, SMITH LAKE, SMITH LAKE | |
| neighname | OFTString | — | ||
| revalratio | OFTString | — | ||
| revalprice | OFTString | — | ||
| saleyear | OFTString | 14 | 2019, 2008, 2014 | |
| saleprice | OFTString | 1.5k | 190000, 292922, 487000 | |
| landlmv | OFTString | 2.6k | 33600, 181100, 2300 | |
| landcuse | OFTString | 1.8k | 0, 0, 0 | |
| landvaluet | OFTString | 6 | 4, 1, 4 | |
| geoid | OFTString | 37.0k | 1, 2, 3 | |
| arearatio | OFTString | — | ||
| deltapin | OFTString | 25.8k | 35297, 39673, 4287 | |
| taxdist | OFTString | — | ||
| exempt | OFTString | — | ||
| neighid | OFTString | 1 | 0, 0, 0 | |
| neighcode2 | OFTString | — | ||
| neighcode3 | OFTString | — | ||
| county | OFTString | 1 | 67, 67, 67 | |
| countyname | OFTString | 1 | WINSTON, WINSTON, WINSTON |
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.