43 attribute fields, profiled from the March 2024 vintage.
Columns in Butler County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 28.3k | 10-08-28.0-002-005-003.000, 19-05-22.0-000-000-023.000, 19-05-15.0-000-000-013.000 | |
| SITUS | OFTString | 20.5k | COR 7TH & LINCOLN, 1036 CO RD 202, 277 CO RD 202 | |
| ADDR_NUMBE | OFTString | 4.3k | 1036, 277, 2794 | |
| STREET_PRE | OFTString | 256 | COR, CO RD, CO RD | |
| STREET_NAM | OFTString | 4.6k | 7TH & LINCOLN, 202, 202 | |
| STREET_SUF | OFTString | 25 | E, W, N | |
| STREET_TYP | OFTString | 92 | Hwy, Riv, Hwy | |
| SITUS_CITY | OFTString | 9 | FISK, QULIN, QULIN | |
| SITUS_ZIP | OFTString | 8 | 63940, 63961, 63961 | |
| ADDR_SEC_U | OFTString | 214 | FF, # 12, # 12 | |
| OWNER | OFTString | 17.9k | CLARK BOBBY G & DONNA G, CRITES JOHN O II & LYDIA, SPENCER JOHNNY | |
| LAND_COVER | OFTString | 25.6k | {"21": 13, "22": 418}, {"11": 2, "21": 96, "22": 8, "82": 447, "90": 55, "95": 20}, {"21": 125, "22": 24, "82": 747} | |
| CROP_COVER | OFTString | 21.5k | {"121": 0.01, "122": 0.33}, {"5": 11.93, "61": 0.77, "121": 0.38, "122": 0.13}, {"5": 0.69, "121": 0.09} | |
| MUNI_ID | OFTInteger64 | 10 | 766348, 766348, 766348 | |
| SCHOOL_DIS | OFTInteger64 | 7 | 2930520, 2930520, 2930520 | |
| ACREAGE | OFTReal | 2.4k | 0.0, 30.35, 5.0 | |
| ACREAGE_AD | OFTReal | 22.0k | 0.336547403113297, 133.759681857948, 5.14864586499734 | |
| MKT_VAL_LA | OFTReal | 5.5k | 1520.0, 12850.0, 7640.0 | |
| MKT_VAL_TO | OFTReal | 5.5k | 1520.0, 12850.0, 7640.0 | |
| ZIP_CODE | OFTString | 12 | 63940, 63961, 63961 | |
| LEGAL_DESC | OFTString | 27.4k | EDMUNDSON'S SUB #2: LOTS 8 & 9, S SIDE LOT 7 SW 1/4, E1/3 W1/2 W1/2 NE1/4 | |
| PLSS_SECTI | OFTString | 36 | 28, 22, 15 | |
| PLSS_TOWNS | OFTString | 5 | 25N, 23N, 23N | |
| PLSS_RANGE | OFTString | 5 | 8E, 7E, 7E | |
| MAIL_ADDRE | OFTString | 14.4k | 620 7TH ST, 1036 COUNTY ROAD 202, 277 COUNTY ROAD 202 | |
| MAIL_AD_01 | OFTString | 8 | ATTN: DEPT PM #9440, `, PO BOX 654 | |
| MAIL_AD_02 | OFTString | 1.4k | FISK MO 63940-, QULIN MO 63961-, QULIN MO 63961- | |
| OWNER_OCCU | OFTString | 3 | F, T, T | |
| USPS_RESID | OFTString | 3 | ?, ?, ? | |
| CENSUS_TRA | OFTInteger64 | 10 | 950100, 950600, 950600 | |
| CENSUS_BLK | OFTInteger | 6 | 4, 3, 4 | |
| CENSUS_BLO | OFTInteger | 1.0k | 4120, 3000, 4069 | |
| AREA_METER | OFTReal | 28.3k | 1361.93356445832, 126474.056763569, 20835.4411597966 | |
| FLD_ZONE | OFTString | 33 | {A}, {AE,AH}, {X,AH} | |
| ZONE_SUBTY | OFTString | 24 | {NULL}, {FLOODWAY,NULL}, {"0.2 PCT ANNUAL CHANCE FLOOD HAZARD",NULL} | |
| PLACE_GNIS | OFTInteger64 | 6 | 2394768, 2396303, 2396303 | |
| ELEVATION | OFTString | 28.1k | ||
| ROBUST_ID | OFTString | 28.3k | AABxX1Y50w2JCPxu, AABxX3rcjVPShC5T, AABxXz2X3yKmKoEB | |
| CALC_ACREA | OFTReal | 28.3k | 0.336547403113295, 31.2530041668455, 5.14864586499734 | |
| COUNTY_NAM | OFTString | 1 | Butler, Butler, Butler | |
| COUNTY_FIP | OFTInteger64 | 1 | 29023, 29023, 29023 | |
| STATE_ABBR | OFTString | 1 | MO, MO, MO | |
| CTY_ROW_ID | OFTInteger64 | 28.3k | 25966, 5096, 5230 |
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.