30 attribute fields, profiled from the October 2020 vintage.
Columns in Ohio County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PIDN | OFTString | 15.1k | 103-90-12-006.00, 103-90-12-005.00, 103-90-12-003.00 | |
| PARCEL_ID | OFTString | 15.7k | 103-33D-F-6, 103-33D-F-5, 103-33D-16 | |
| PHOTO_ID | OFTString | 16.3k | 103-33D-F-6_001, 103-33D-F-5_001, 103-33D-16_001 | |
| MAP | OFTString | 216 | 103-90, 103-90, 103-90 | |
| BLOCK | OFTString | 1 | 74 | |
| PARCEL | OFTString | — | ||
| COMMENTS | OFTString | — | ||
| CLASS | OFTString | 13 | RESIDENTIAL, RESIDENTIAL, RESIDENTIAL | |
| TAX_DIST | OFTString | 15 | BEAVER DAM, BEAVER DAM, BEAVER DAM | |
| FIRE_DIST | OFTString | 19 | BEAVER DAM CITY / 036, BEAVER DAM CITY / 036, BEAVER DAM CITY / 036 | |
| SCH_DIST | OFTString | 5 | 3RD DISTRICT, 3RD DISTRICT, 3RD DISTRICT | |
| PRECINCT | OFTString | 25 | N. BEAVER DAM / B104, N. BEAVER DAM / B104, N. BEAVER DAM / B104 | |
| MAG_DIST | OFTString | 5 | 2, 2, 2 | |
| CREATED | OFTString | 1 | PVA MAP, PVA MAP, PVA MAP | |
| ACRES | OFTReal | 19.2k | 0.39577719695, 0.4203354595, 0.48434352022 | |
| Shape_Leng | OFTReal | 19.2k | 547.413715834, 559.738882461, 631.077406402 | |
| Shape_Area | OFTReal | 19.2k | 17240.0546992, 18309.8126158, 21098.003741 | |
| OID_ | OFTInteger | 15.4k | 806, 805, 776 | |
| Map_1 | OFTString | 15.4k | 103-33D-F-6, 103-33D-F-5, 103-33D-16 | |
| Year | OFTInteger | 3 | 2020, 2020, 2020 | |
| Account | OFTInteger64 | 13.7k | 41, 41, 32577 | |
| Name | OFTString | 11.3k | ACQUAVIVA JAMES FREDERICK II &, ACQUAVIVA JAMES FREDERICK II &, ACQUAVIVA JAMES & MELISSA | |
| Address1 | OFTString | 9.6k | MELISSA J, MELISSA J, 1275 N BROAD ST | |
| Address2 | OFTString | 1.5k | 1272 N BROAD ST, 1272 N BROAD ST, 1272 N BROAD ST | |
| City | OFTString | 573 | BEAVER DAM, BEAVER DAM, BEAVER DAM | |
| State | OFTString | 43 | KY, KY, KY | |
| Zip | OFTString | 836 | 42320, 42320, 42320 | |
| Location | OFTString | 9.6k | BETTY JANE ST, BETTY JANE ST, N BROAD ST 1278 | |
| Descriptio | OFTString | 8.6k | LOT, LOT, HOUSE-LOT | |
| Deed | OFTString | 12.2k | 338-336, 326-563, 435-705 |
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.