40 attribute fields, profiled from the August 2021 vintage.
Columns in Hutchinson County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 18.0k | 19463, 27461, 27470 | |
| SITUS | OFTString | 11.9k | 0 N OF TEX-ROY CAMP, 0 N SIDE RD 9200/HWY 1, 0 N SIDE RD 9200/HWY 1 | |
| ADDR_NUMBE | OFTString | 1.3k | 8710, 8750, 901 | |
| STREET_PRE | OFTString | 3 | N, N, N | |
| STREET_NAM | OFTString | 694 | OF TEX-ROY, SIDE RD 9200, SIDE RD 9200 | |
| STREET_SUF | OFTString | 4 | E, E, E | |
| STREET_TYP | OFTString | 24 | Cp, Hwy, Hwy | |
| SITUS_CITY | OFTString | 4 | BORGER, BORGER, BORGER | |
| SITUS_ZIP | OFTString | 4 | 79007, 79007, 79007 | |
| OWNER | OFTString | 11.2k | HUBBARD M H, HARRIS MONICA ANN, HEBARD DAVID B JR | |
| LAND_COVER | OFTString | 3.0k | {"21": 5, "22": 23, "23": 2, "52": 184, "71": 398}, {"21": 1, "22": 5}, {"21": 56, "22": 56, "23": 1} | |
| MUNI_ID | OFTInteger64 | 2 | 1938552, 1938552, 1938552 | |
| SCHOOL_DIS | OFTInteger64 | 8 | 4841130, 4841580, 4841580 | |
| ACREAGE | OFTReal | 4.0k | 15.8, 0.486, 0.261 | |
| MKT_VAL_BL | OFTReal | 4.6k | 0.0, 0.0, 0.0 | |
| MKT_VAL_TO | OFTReal | 8.8k | 19670.0, 22500.0, 12410.0 | |
| ZIP_CODE | OFTString | 10 | 79080, 79007, 79007 | |
| TAXED_TOTA | OFTReal | 7.8k | 4820.0, 22500.0, 12410.0 | |
| LEGAL_DESC | OFTString | 404 | ABST 174, TR 2, TR 3 | |
| LEGAL_D_01 | OFTString | 786 | GIBSON-WHITTENBURG CAMP, GIBSON-WHITTENBURG CAMP, GIBSON-WHITTENBURG CAMP | |
| LEGAL_D_02 | OFTString | 16.9k | 3 BLK B3 TR 8 & 12 D&SE, 1 MARY WHITLEY TR B-2, 1 MARY WHITLEY TR B-1 | |
| MAIL_ADDRE | OFTString | 1.2k | BORGER TX 79007, BARTLESVILLE OK 74003, BORGER TX 79007 | |
| MAIL_AD_01 | OFTString | 76 | CHRISTCHURCH, CHRISTCHURCH, 801 CHERRY ST UNIT #9 | |
| MAIL_AD_02 | OFTString | 8.7k | 1125 N HEDGECOKE DR, 4 COUNTY ROAD 3503, 9310 COTTONWOOD SPRINGS TRL | |
| MAIL_NAME | OFTString | 1.2k | C/O JUDY STARK, CECIL FRYREAR, EMILY PORTEOUS | |
| OWNER_OCCU | OFTString | 2 | F, F, F | |
| USPS_RESID | OFTString | 3 | ?, ?, ? | |
| CENSUS_TRA | OFTInteger64 | 7 | 950500, 950600, 950600 | |
| CENSUS_BLK | OFTInteger | 5 | 2, 3, 3 | |
| CENSUS_BLO | OFTInteger | 1.1k | 2437, 3001, 3001 | |
| AREA_METER | OFTReal | 17.6k | 487826.631645805, 3474.96942934935, 73098.0875526117 | |
| PLACE_GNIS | OFTInteger64 | 6 | 2586948, 2413257, 2409881 | |
| ALT_ID_1 | OFTString | 18.2k | 50276-01003-00050-000000, 02040-00792-12700-000000, 02040-00792-25700-000000 | |
| ELEVATION | OFTString | 17.2k | {"max": 973.068359375, "min": 972.037109375, "mean": 972.75}, {"max": 973.068359375, "min": 972.037109375, "mean": 972.75} | |
| ROBUST_ID | OFTString | 18.6k | AAC8aTn_4LWAmhX8, AAC8abkoxPpPyV_X, AAC8acTApQBFRYGX | |
| CALC_ACREA | OFTReal | 17.6k | 120.546838945995, 0.858699695686518, 18.0632684151259 | |
| COUNTY_NAM | OFTString | 1 | Hutchinson, Hutchinson, Hutchinson | |
| COUNTY_FIP | OFTInteger64 | 1 | 48233, 48233, 48233 | |
| STATE_ABBR | OFTString | 1 | TX, TX, TX | |
| CTY_ROW_ID | OFTInteger64 | 18.6k | 14360, 15837, 15857 |
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.