48 attribute fields, profiled from the April 2024 vintage.
Columns in Ward County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| name | OFTString | 14.6k | 0, 0, 0 | |
| statedarea | OFTString | 4.5k | 0.017 a, 0.031 a, 0.037 a | |
| parcel_cam | OFTReal | 14.6k | 0.0, 0.0, 0.0 | |
| id | OFTInteger | 14.4k | 551, 17075, 17081 | |
| p_parcel_i | OFTReal | 14.4k | 1000.0, 10000487.0, 10000493.0 | |
| sequence | OFTInteger | 8 | 1, 1, 1 | |
| account | OFTString | 14.4k | 07140-00064-03000-000000, 00191-00028-00200-000000, 00377-00001-00500-000000 | |
| legal | OFTString | 9.3k | SEC 64 (A67), LOT 2, LOT 5 | |
| o_acres | OFTString | 3.3k | 2.5700, 2.5000, 4.1000 | |
| owner | OFTString | 7.4k | MARQUEZ MARCELINO, ANG MONAHANS HOSPITALITY LLC, QPS RV PARK LLC | |
| OFTString | 6.3k | 3705 S FAYE ST MONAHANS TX 79756 8006, 144 LEANN WAY CASTROVILLE TX 78009, PO BOX 1552 MONAHANS TX 79756 1552 | ||
| ownpct | OFTString | 109 | 1.000000, 1.000000, 1.000000 | |
| o_careof | OFTString | 800 | C/O VINOD GANDHI, P O BOX 10, C/O TOM MURRAY | |
| owner_name | OFTString | 7.5k | MARQUEZ MARCELINO, ANG MONAHANS HOSPITALITY LLC, QPS RV PARK LLC | |
| owner_id | OFTInteger | 7.6k | 650491, 664200, 659515 | |
| interest | OFTReal | 108 | 1.0, 1.0, 1.0 | |
| p_acres | OFTReal | 3.3k | 2.57, 2.5, 4.1 | |
| is_exempt | OFTInteger | 2 | 0, 0, 0 | |
| legal1 | OFTString | 9.5k | SEC 64 (A67), LOT 2, LOT 5 | |
| legal2 | OFTString | 2.4k | BLOCK N, BLK 28, QUELL INDUSTRIAL ADDITION | |
| legal3 | OFTString | 922 | G&MMB&A, EAST MONAHANS SUB, GRANDFALLS ORIGINAL TOWN | |
| primary_ca | OFTString | 19 | A1, F1, F1 | |
| location_c | OFTString | 34 | 71, 65, 65 | |
| expr1 | OFTReal | 14.4k | 1000.0, 10000487.0, 10000493.0 | |
| ownership_ | OFTInteger | 14.4k | 797, 161509, 161515 | |
| p_pid | OFTString | 14.4k | 1000, 10000487, 10000493 | |
| prop_stree | OFTString | 907 | 1517, 212, 208 | |
| prop_str_1 | OFTString | 604 | 31ST STREET, STUART AVE, AVE "B" | |
| prop_city | OFTString | 29 | MONAHANS, MONAHANS, MONAHANS | |
| prop_state | OFTString | 3 | TX, TX, TX | |
| prop_zip5 | OFTString | 15 | 79756, 79756, 79756 | |
| mailing_ad | OFTString | 5.9k | 3705 S FAYE ST, 144 LEANN WAY, PO BOX 1552 | |
| mailing__1 | OFTString | 1.1k | MONAHANS, CASTROVILLE, MONAHANS | |
| mailing__2 | OFTString | 56 | TX, TX, TX | |
| mailing__3 | OFTString | 1.6k | 79756, 78009, 79756 | |
| mailing__4 | OFTString | 1.7k | 8006, 1552, 0005 | |
| prop_str_2 | OFTString | 9 | W, S, W | |
| p_careof | OFTString | 799 | C/O VINOD GANDHI, P O BOX 10, C/O TOM MURRAY | |
| legal4 | OFTString | 582 | FAIRFIELD INN NEW IN 2020, 1967 12X60 TOWN & COUNTRY 641204410121, '78 14X70 '74 14X5 | |
| mailing__5 | OFTString | 53 | 1207 WARD STREET, PO BOX 488, PO BOX 488 | |
| prop_zip4 | OFTString | 6 | 9405, 9201, 0251 | |
| abstract_s | OFTString | 3 | H&TC, MISSION VILLAGE MONA, MISSION VILLAGE MONA | |
| abstract_n | OFTString | 2 | (A70), (A464) | |
| block | OFTString | 3 | BLK 34, A, A | |
| tract_lot | OFTString | 8 | SEC 182, 2, LOT 3 | |
| user_code1 | OFTString | 1 | A, A | |
| o_parcel_i | OFTString | 14.4k | 1000, 10000487, 10000493 | |
| o_pid | OFTString | 14.4k | 1000, 10000487, 10000493 |
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.