43 attribute fields, profiled from the October 2022 vintage.
Columns in Itawamba County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 16.2k | 086-5024-011.03, 087-0125-029.00, 087-0125-030.00 | |
| SITUS | OFTString | 9.3k | 4500 N ACCESS RD, 304 N CUMMINGS, 302 N CUMMINGS ST | |
| ADDR_NUMBE | OFTString | 3.8k | 4500, 304, 302 | |
| STREET_PRE | OFTString | 4 | N, N, N | |
| STREET_NAM | OFTString | 768 | ACCESS, CUMMINGS, CUMMINGS | |
| STREET_SUF | OFTString | 8 | N, NE, NE | |
| STREET_TYP | OFTString | 24 | Rd, St, St | |
| SITUS_CITY | OFTString | 11 | FULTON, FULTON, FULTON | |
| SITUS_ZIP | OFTString | 11 | 38843, 38843, 38843 | |
| ADDR_SEC_U | OFTString | 3 | LOT, LOT, LOT | |
| ADDR_SE_01 | OFTString | 5 | 1, 1, 3 | |
| OWNER | OFTString | 12.1k | SHEFFIELD BONNIE W LIFE ESTATE, FLIPPEN LLC, COOK ROBERT L | |
| SALE_PRICE | OFTReal | 19 | 0.0, 0.0, 0.0 | |
| LAND_USE_C | OFTString | 11 | 0.000000000000000, 0.000000000000000, 0.000000000000000 | |
| LAND_US_01 | OFTString | 2 | Residential, Residential, Residential | |
| LAND_COVER | OFTString | 16.1k | {"21": 69, "22": 252, "23": 71, "71": 84}, {"21": 169, "52": 359}, {"22": 187, "23": 437} | |
| CROP_COVER | OFTString | 15.9k | {"121": 0.14, "122": 0.44, "141": 0.16, "142": 0.2}, {"121": 0.09, "152": 0.22, "176": 0.23}, {"121": 0.19, "122": 0.19, "123": 0.26} | |
| MUNI_ID | OFTInteger64 | 5 | 711895, 711895, 711895 | |
| SCHOOL_DIS | OFTInteger64 | 3 | 2802100, 2802100, 2802100 | |
| ACREAGE | OFTReal | 2.7k | 0.7, 0.5, 0.7 | |
| ACREAGE_AD | OFTReal | 13.4k | 0.933428999036177, 0.531578018494156, 0.643920421380703 | |
| ZIP_CODE | OFTString | 11 | 38843, 38843, 38843 | |
| LEGAL_DESC | OFTString | 8.3k | PT. SW4 NE4, CITY OF FULTON O/D PT. LOT 2 BLOCK, CITY OF FULTON O/D PT. L. 1,2 BLK. | |
| LEGAL_D_01 | OFTString | 2.9k | FEE SIMPLE: WESLEY SHEFFIELD, 16 - FORMERLY THE GOURD GALLERY, 16 | |
| LEGAL_D_02 | OFTString | 1.7k | CHRISTIAN SHEFFIELD, FORMER JERRY EARNEST PROPERTY, SHAWN CURTIS PRESTAGE | |
| MAIL_ADDRE | OFTString | 11.0k | P. O. BOX 652, 205 W MAIN ST, 2864 HWY 178 E | |
| MAIL_AD_01 | OFTString | 696 | FULTON MS 38843, TUPELO MS 38801, TUPELO MS 38804 | |
| OWNER_OCCU | OFTString | 3 | F, F, F | |
| USPS_RESID | OFTString | 3 | ?, T, T | |
| CENSUS_TRA | OFTInteger64 | 5 | 950100, 950300, 950300 | |
| CENSUS_BLK | OFTInteger | 4 | 3, 2, 2 | |
| CENSUS_BLO | OFTInteger | 539 | 3067, 2017, 2017 | |
| AREA_METER | OFTReal | 16.2k | 3777.38253828731, 2151.17971144088, 2605.80478888229 | |
| FLD_ZONE | OFTString | 2 | {A}, {A}, {A} | |
| PLACE_GNIS | OFTInteger64 | 4 | 2403670, 2403670, 2403670 | |
| ALT_ID_1 | OFTString | 16.2k | 13568.000000000000000, 3558.000000000000000, 3559.000000000000000 | |
| ELEVATION | OFTString | 16.2k | ||
| ROBUST_ID | OFTString | 16.2k | AABtmTSJB9LdRaZC, AABtmZ4oR51ccOkk, AABtmRXFHrfsaeGr | |
| CALC_ACREA | OFTReal | 16.2k | 0.933428999036177, 0.531578018494156, 0.643920421380703 | |
| COUNTY_NAM | OFTString | 1 | Itawamba, Itawamba, Itawamba | |
| COUNTY_FIP | OFTInteger64 | 1 | 28057, 28057, 28057 | |
| STATE_ABBR | OFTString | 1 | MS, MS, MS | |
| CTY_ROW_ID | OFTInteger64 | 16.2k | 6576, 7185, 7051 |
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.