42 attribute fields, profiled from the March 2023 vintage.
Columns in Choctaw County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 9.9k | 049 0030 0001002, 070 0023 0003002, 070 0023 0003005 | |
| SITUS | OFTString | 2.0k | 300 E CLEAR SPRINGS ROAD, 146 E MILLER ROAD, 189 E MILLER ROAD | |
| ADDR_NUMBE | OFTString | 1.0k | 300, 146, 189 | |
| STREET_PRE | OFTString | 4 | E, E, E | |
| STREET_NAM | OFTString | 521 | CLEAR SPRINGS, MILLER, MILLER | |
| STREET_SUF | OFTString | 4 | E, E, E | |
| STREET_TYP | OFTString | 17 | Rd, Rd, Rd | |
| SITUS_CITY | OFTString | 8 | ACKERMAN, WEIR, WEIR | |
| SITUS_ZIP | OFTString | 8 | 39735, 39772, 39772 | |
| ADDR_SEC_U | OFTString | 5 | STE, BOX, P O BOX | |
| ADDR_SE_01 | OFTString | 3 | 1900, DECEASED, 147 | |
| OWNER | OFTString | 5.7k | EVANS PHILLIP J ET UX RENAE M, FAIR BRENDA JOYCE, FAIR BRENDA | |
| LAND_COVER | OFTString | 9.8k | {"21": 97, "22": 49, "42": 55, "43": 161, "52": 369}, {"21": 339, "43": 291}, {"21": 307, "43": 175, "52": 256} | |
| CROP_COVER | OFTString | 9.7k | {"121": 0.36, "142": 0.35, "143": 0.14, "176": 0.2}, {"121": 0.52, "143": 0.7, "176": 0.04}, {"121": 0.54, "143": 0.06, "176": 0.09} | |
| MUNI_ID | OFTInteger64 | 5 | 711803, 711803, 711803 | |
| SCHOOL_DIS | OFTInteger64 | 3 | 2800990, 2800990, 2800990 | |
| ACREAGE_AD | OFTReal | 7.4k | 3.02631201340604, 1.04656299439232, 1.25424986503519 | |
| MKT_VAL_LA | OFTReal | 4.5k | 6700.0, 3250.0, 3250.0 | |
| MKT_VAL_BL | OFTReal | 3.7k | 176934.0, 0.0, 1848.0 | |
| MKT_VAL_TO | OFTReal | 6.8k | 183634.0, 3250.0, 5098.0 | |
| ZIP_CODE | OFTString | 9 | 39735, 39772, 39772 | |
| LEGAL_DESC | OFTString | 6.8k | PT SW 1/4 NE 1/4 NE 1/4, PT NE1/4 NE1/4 MOZELL DOD 6/6/2014, PT SW1/4 NE1/4 NE1/4 | |
| LEGAL_D_01 | OFTString | 121 | OF BIG BYWY DITCH & PT W2 SE4 N REF-BYWY RD, LESS 5A SW COR, BOROUGH RD | |
| MAIL_ADDRE | OFTString | 4.5k | P O BOX 327, 146 E MILLER ROAD, 146 E MILLER ROAD | |
| MAIL_AD_01 | OFTString | 955 | WEIR MS 39772, WEIR MS 397720000, WEIR MS 39772 | |
| MAIL_NAME | OFTString | 596 | % J P COLEMAN BLDG, COLLIER BILLY JAY (REM), RACHEL MCCAIN | |
| OWNER_OCCU | OFTString | 3 | F, T, F | |
| USPS_RESID | OFTString | 3 | T, T, T | |
| CENSUS_TRA | OFTInteger64 | 3 | 950100, 950200, 950200 | |
| CENSUS_BLK | OFTInteger | 4 | 3, 2, 2 | |
| CENSUS_BLO | OFTInteger | 359 | 3108, 2027, 2027 | |
| AREA_METER | OFTReal | 9.9k | 12246.821307944, 4235.21101692495, 5075.67425452306 | |
| FLD_ZONE | OFTString | 6 | {AE}, {A}, {A} | |
| ZONE_SUBTY | OFTString | 4 | {NULL}, {NULL}, {NULL} | |
| PLACE_GNIS | OFTInteger64 | 4 | 2405120, 2405120, 2405120 | |
| ELEVATION | OFTString | 9.8k | ||
| ROBUST_ID | OFTString | 9.9k | AABtc_tQJQJWN_j4, AABtc9cbazFxeqfz, AABtc2SnoyZbofq8 | |
| CALC_ACREA | OFTReal | 9.9k | 3.02631201340604, 1.04656299439232, 1.25424986503519 | |
| COUNTY_NAM | OFTString | 1 | Choctaw, Choctaw, Choctaw | |
| COUNTY_FIP | OFTInteger64 | 1 | 28019, 28019, 28019 | |
| STATE_ABBR | OFTString | 1 | MS, MS, MS | |
| CTY_ROW_ID | OFTInteger64 | 9.9k | 5992, 5620, 5614 |
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.