30 attribute fields, profiled from the January 2021 vintage.
Columns in Hale County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 18.4k | 11834, 11845, 11836 | |
| prop_id | OFTInteger | 18.0k | 10930, 25593, 28201 | |
| pacs_prop_ | OFTInteger | 17.9k | 10930, 25593, 28201 | |
| prop_val_y | OFTInteger | 1 | 2021, 2021, 2021 | |
| geo_id | OFTString | 13.1k | A-DT00-017-0183, A-DT00-015-0265, A-DT00-032-2232 | |
| prop_type_ | OFTString | 1 | R, R, R | |
| prop_typ_1 | OFTString | 1 | Real, Real, Real | |
| dba_name | OFTString | 90 | ABERNATHY MEDICAL CLINIC, NUSTAR LOGISTICS, LLC, ECO- DRIP | |
| appraised_ | OFTString | — | ||
| abs_subdv_ | OFTString | 2.1k | A0183, A0265, A2232 | |
| mapsco | OFTString | — | ||
| map_id | OFTString | 191 | M-39, M-39, M-39 | |
| agent_cd | OFTString | 78 | 176299, 183979, 112940 | |
| hood_cd | OFTString | 96 | LGRULF, N, SMRULF | |
| hood_name | OFTString | 95 | > 20 AC FAIRS & LOWS, < 20 AC FAIRS & LOWS, WYE & OTHERS | |
| owner_name | OFTString | 11.6k | OCCIDENTAL PERMIAN LTD, MYATT, TOMMY LYNN, OCCIDENTAL PERMIAN LTD | |
| owner_id | OFTInteger | 12.0k | 87462, 101375, 102454 | |
| addr_line1 | OFTString | 1.1k | % PROPERTY & EXCISE TAX, % PROPERTY & EXCISE TAX, % PROPERTY & EXCISE TAX | |
| addr_line2 | OFTString | 9.5k | PO BOX 27711, 1601 AVENUE G, PO BOX 27570 | |
| addr_line3 | OFTString | 59 | SUITE #395, SUITE 33, SUITE 33 | |
| addr_city | OFTString | 585 | HOUSTON, ABERNATHY, HOUSTON | |
| addr_state | OFTString | 45 | TX, TX, TX | |
| addr_zip | OFTString | 5.5k | 77227-7711, 79311-2105, 77227-7570 | |
| addr_count | OFTString | 3 | US, US, US | |
| pct_owners | OFTReal | 25 | 100.0, 100.0, 100.0 | |
| exemptions | OFTString | 88 | HS, OTHER, HS, HS | |
| state_cd | OFTString | 30 | E1, D3, E2 | |
| legal_desc | OFTString | 17.9k | AB 183 BLK D-T SEC 17 NE/4 159.08, AB 265 BLK D-T SEC 15 HEWT SE/4 158 ACRES, AB 2232 BLK D-T SEC 32 L & TLV SURV CO OUT OF SE/C 2 ACRES | |
| situs | OFTString | 13.4k | 122 E BULLOCK PLAINVIEW, TX 79072, 10508 FM 597 ABERNATHY, TX 79311, 10508 FM 597 ABERNATHY, TX 79311 | |
| jurisdicti | OFTString | 93 | G01, F01, W01, X01, S05, CAD, G01, F01, W01, X01, S05, CAD, G01, F01, W01, X01, S05, CAD |
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.