50 attribute fields, profiled from the March 2024 vintage.
Columns in Loving County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 1.9k | 69778, 69774, 69753 | |
| name | OFTString | 1.7k | 253, 574, 971 | |
| statedarea | OFTString | 1.7k | 10.09 a, 20.044 a, 10.487 a | |
| parcel_cam | OFTReal | 1.7k | 253.0, 574.0, 971.0 | |
| objectid_1 | OFTInteger | 1.7k | 519207, 519579, 520006 | |
| id | OFTInteger | 1.7k | 421, 793, 1220 | |
| parcel_id | OFTReal | 1.7k | 253.0, 574.0, 971.0 | |
| sequence | OFTInteger | 5 | 2, 2, 1 | |
| account | OFTString | 1.7k | 02000-03300-07700-000600, 02000-03300-07700-002400, 02000-03300-07700-002500 | |
| owner_name | OFTString | 560 | MAECENAS MINERALS LLP, COMMEMORATIVE INVESTMENTS, TIERRA DEL SPEAR LP | |
| owner_id | OFTInteger | 562 | 175226, 176065, 175725 | |
| interest | OFTReal | 73 | 0.189, 0.5, 1.0 | |
| acres | OFTReal | 526 | 71.23, 20.0, 10.0 | |
| careof | OFTString | 140 | SHAMBAUGH ELLEN THOMAS, % GENERAL LAND OFFICE, % MICHAEL L CARTER EXEC | |
| is_exempt | OFTInteger | 2 | 0, 0, 0 | |
| abstract_s | OFTString | 22 | H&TC, H&TC, H&TC | |
| abstract_n | OFTString | 751 | 6, 6, 3 | |
| block | OFTString | 47 | 33, 33, 33 | |
| tract_lot | OFTString | 162 | 77, 77, 77 | |
| legal1 | OFTString | 858 | AB 6 BLK 33 SEC 77 H&TC, AB 6 BLK 33 SEC 77 H&TC, AB 6 BLK 33 SEC 77 H&TC | |
| legal2 | OFTString | 695 | U/INT LTS 2,10,12,37 & SW/2 35, U/INT TRS 39 & 41, TR 42 | |
| legal3 | OFTString | 172 | N/2 TR 15, N/PT TR 33,34,35,37,39, LTS 25,27,29,31 | |
| legal4 | OFTString | 166 | U/INT, AKA TRACT H, AKA E/2 E/2 TRACT D | |
| primary_ca | OFTString | 12 | E, E, E | |
| location_c | OFTString | 3 | 3, 3, 3 | |
| user_code1 | OFTString | 2 | 2, 2, 2 | |
| user_code2 | OFTString | 15 | P&M, P&M, P&M | |
| user_code3 | OFTString | 1 | l, l, l | |
| user_code4 | OFTString | — | ||
| user_code5 | OFTString | — | ||
| user_code6 | OFTString | 1 | CER01, CER01, CER01 | |
| deed_volum | OFTString | 1 | 75 | |
| deed_page | OFTString | 1 | 851 | |
| market_val | OFTInteger | 1 | 1840 | |
| prop_stree | OFTString | 69 | 10077, 9680 A, 9680 B | |
| prop_str_1 | OFTString | 38 | 302, ST HWY 302, HWY 302 | |
| prop_str_2 | OFTString | 9 | HWY, W, S | |
| prop_str_3 | OFTString | — | ||
| prop_city | OFTString | 2 | MENTONE, MENTONE, MENTONE | |
| prop_state | OFTString | 2 | TX, TX, TX | |
| prop_zip5 | OFTString | 2 | 79754, 79754, 79754 | |
| prop_zip4 | OFTString | — | ||
| mailing_ad | OFTString | 503 | 3838 OAK LAWN AVE STE 300, 12400 W HIGHWAY 71 SUITE 350-412, PO BOX 1684 | |
| mailing__1 | OFTString | 16 | STE 1200, PO BOX 13528, PO BOX 13528 | |
| mailing__2 | OFTString | 309 | DALLAS, AUSTIN, MIDLAND | |
| mailing__3 | OFTString | 39 | TX, TX, TX | |
| mailing__4 | OFTString | 406 | 75219, 78738, 79702 | |
| mailing__5 | OFTString | 268 | 4541, 1684, 0373 | |
| expr1 | OFTReal | 1.7k | 253.0, 574.0, 971.0 | |
| ownership_ | OFTInteger | 1.7k | 492, 986, 1496 |
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.