43 attribute fields, profiled from the August 2022 vintage.
Columns in Barry County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 26.2k | 26-5.0-16-000-000-0001.000, 26-5.0-16-000-000-0001.000, 26-1.0-11-000-000-0002.000 | |
| SITUS | OFTString | 14.5k | 968 & 1080 & 1078 FARM ROAD 2272 WASHBURN MO, 968 & 1080 & 1078 FARM ROAD 2272 WASHBURN MO, CO. RD. NN | |
| ADDR_NUMBE | OFTString | 7.5k | 968, 968, (28673 | |
| STREET_PRE | OFTString | 84 | &, &, CO RD | |
| STREET_NAM | OFTString | 2.2k | 1080, 1080, NN | |
| STREET_SUF | OFTString | 12 | W, W, W | |
| STREET_TYP | OFTString | 66 | SELIGMAN, Rd, Rd | |
| SITUS_CITY | OFTString | 12 | WASHBURN, WASHBURN, WASHBURN | |
| SITUS_ZIP | OFTString | 12 | 65772, 65772, 65772 | |
| ADDR_SEC_U | OFTString | 324 | & 1078 FARM ROAD 2272, & 1078 FARM ROAD 2272, 1037/FARM ROAD 2255 | |
| OWNER | OFTString | 20.4k | DECKER RICHARD R. & DEE ANN, DECKER RICHARD R. & DEE ANN, PRAIRIE HILL BAPTIST CHURCH | |
| LAND_COVER | OFTString | 24.1k | {"21": 72, "22": 35, "23": 3, "41": 464, "81": 238}, {"21": 72, "22": 35, "23": 3, "41": 464, "81": 238}, {"22": 83, "81": 777} | |
| CROP_COVER | OFTString | 20.9k | {"37": 0.13, "176": 0.77}, {"121": 0.5, "122": 0.16, "141": 1.81}, {"121": 0.27, "141": 9.09, "176": 0.82} | |
| MUNI_ID | OFTInteger64 | 25 | 766249, 766249, 766249 | |
| SCHOOL_DIS | OFTInteger64 | 13 | 2928710, 2928710, 2928710 | |
| ACREAGE | OFTReal | 544 | 0.0, 0.0, 0.0 | |
| ACREAGE_AD | OFTReal | 23.6k | 40.1156724695227, 40.1156724695227, 3.1948538465078 | |
| ZIP_CODE | OFTString | 18 | 65772, 65772, 65772 | |
| PLSS_SECTI | OFTString | 36 | 16, 16, 11 | |
| PLSS_TOWNS | OFTString | 6 | 21N, 21N, 21N | |
| PLSS_RANGE | OFTString | 5 | 29W, 29W, 29W | |
| MAIL_ADDRE | OFTString | 18.0k | 1080 FARM ROAD 2272, 1080 FARM ROAD 2272, 24733 ST. HWY U U | |
| MAIL_AD_01 | OFTString | 650 | 726 LYNN DRIVE, 1281 FARM ROAD 2267, P.O. BOX 98 | |
| MAIL_AD_02 | OFTString | 2.6k | WASHBURN MO 65772-0000, WASHBURN MO 65772-0000, 00000-0000 | |
| MAIL_NAME | OFTString | 323 | (LLOYD & DELMA ELLIS - LIFE ESTATE), & CEOLA,DAVID MATTHEW, (LLOYD & DELMA ELLIS - LIFE ESTATE) | |
| OWNER_OCCU | OFTString | 3 | F, F, F | |
| USPS_RESID | OFTString | 3 | ?, ?, ? | |
| CENSUS_TRA | OFTInteger64 | 7 | 960401, 960401, 960401 | |
| CENSUS_BLK | OFTInteger | 6 | 2, 2, 2 | |
| CENSUS_BLO | OFTInteger | 1.2k | 2114, 2114, 2052 | |
| AREA_METER | OFTReal | 26.2k | 162339.332562513, 162339.332562513, 3662.07387975938 | |
| FLD_ZONE | OFTString | 15 | {A}, {A}, {A} | |
| ZONE_SUBTY | OFTString | 13 | {NULL}, {NULL}, {NULL} | |
| PLACE_GNIS | OFTInteger64 | 15 | 2397515, 2397515, 2397515 | |
| ALT_ID_1 | OFTString | 26.2k | 1-1451-000, 1-1451-000, 4-0654-000 | |
| ALT_ID_2 | OFTString | 26.2k | 9859, 9859, 17335 | |
| ELEVATION | OFTString | 26.2k | {"max": 306.0, "min": 305.4375, "mean": 305.72899271647134} | |
| ROBUST_ID | OFTString | 31.0k | AABxUcmWhmpZAl79, AABxUWVz3V-6lIcl, AABxUaNYk7gCFVtF | |
| CALC_ACREA | OFTReal | 26.2k | 40.1156724695226, 40.1156724695226, 0.90493507642734 | |
| COUNTY_NAM | OFTString | 1 | Barry, Barry, Barry | |
| COUNTY_FIP | OFTInteger64 | 1 | 29009, 29009, 29009 | |
| STATE_ABBR | OFTString | 1 | MO, MO, MO | |
| CTY_ROW_ID | OFTInteger64 | 31.0k | 30916, 30742, 29434 |
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.