28 attribute fields, profiled from the April 2021 vintage.
Columns in Barnes County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 10.5k | 01-0110101, 01-0110110, 01-0120200 | |
| OWNER | OFTString | 3.1k | MAYNARD & JEANETTE SATROM LLLP &, SATROM MAYNARD J TRUSTEE &, RICHMAN JON D & RICHMAN ANDREA B | |
| LAND_COVER | OFTString | 10.6k | {"21": 10, "22": 8, "23": 5, "42": 9, "71": 1, "82": 23}, {"21": 59, "42": 8, "71": 82, "81": 7, "82": 697, "95": 15}, {"21": 42, "41": 11, "82": 560, "95": 10} | |
| MUNI_ID | OFTInteger64 | 56 | 1036419, 1036419, 1036419 | |
| SCHOOL_DIS | OFTInteger64 | 9 | 3812020, 3812020, 3812020 | |
| MKT_VAL_LA | OFTReal | 1.9k | 165900.0, 3800.0, 157700.0 | |
| MKT_VAL_BL | OFTReal | 649 | 0.0, 0.0, 0.0 | |
| ZIP_CODE | OFTString | 19 | 58063, 58063, 58063 | |
| LEGAL_DESC | OFTString | 502 | 88.35 ACRES, 53.16 ACRES, AUD LOT 2 OF SW1/4 18.16A | |
| LEGAL_D_01 | OFTString | 3.0k | 169.65 ACRES, 10.00 ACRES, 180.65 ACRES | |
| LEGAL_D_02 | OFTString | 3.3k | NE1/4 LESS 10A, SE1/4 SE1/4 NE1/4, NW1/4 | |
| MAIL_ADDRE | OFTString | 473 | ORISKA ND 58063, ORISKA ND 58063, ORISKA ND 58063 | |
| MAIL_AD_01 | OFTString | 60 | 3025 126TH AVE SE, 3059 126TH AVE SE, 3025 126TH AVE SE | |
| MAIL_AD_02 | OFTString | 2.7k | C/O JOHN P SATROM, MANAGING GP, C/O JOHN P SATROM, MANAGING GP, 12543 37TH ST SE | |
| MAIL_NAME | OFTString | 622 | JEANETTE SATROM, TRUSTEE, JEANETTE SATROM TRUSTEE, JEANETTE SATROM, TRUSTEE | |
| CENSUS_TRA | OFTInteger64 | 4 | 967900, 967900, 967900 | |
| CENSUS_BLK | OFTInteger | 4 | 1, 1, 1 | |
| CENSUS_BLO | OFTInteger | 1.3k | 1314, 1314, 1314 | |
| AREA_METER | OFTReal | 11.2k | 692019.492674849, 42262.9650300127, 738456.825618046 | |
| FLD_ZONE | OFTString | 12 | {X}, {AE,X,AE}, {AE,X} | |
| ZONE_SUBTY | OFTString | 11 | {"0.2 PCT ANNUAL CHANCE FLOOD HAZARD"}, {NULL,"0.2 PCT ANNUAL CHANCE FLOOD HAZARD",FLOODWAY}, {NULL,"0.2 PCT ANNUAL CHANCE FLOOD HAZARD"} | |
| PLACE_GNIS | OFTInteger64 | 14 | 1036032, 1036032, 1036032 | |
| ELEVATION | OFTString | 11.2k | ||
| ROBUST_ID | OFTString | 11.2k | AACUc8YNHD3fHoeb, AACUczUTfKIP4Lrt, AACUc5VTAi0p2ylu | |
| CALC_ACREA | OFTReal | 11.2k | 171.004936834882, 10.4436012885664, 182.480066178475 | |
| COUNTY_NAM | OFTString | 1 | Barnes, Barnes, Barnes | |
| COUNTY_FIP | OFTInteger64 | 1 | 38003, 38003, 38003 | |
| STATE_ABBR | OFTString | 1 | ND, ND, ND |
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.