101 attribute fields, profiled from the August 2022 vintage.
Columns in Ramsey County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 15.3k | 1090776, 1090777, 1090778 | |
| name | OFTString | 15.3k | 02000000343001, 02000000345003, 02000000345005 | |
| parcel | OFTString | 15.3k | 02-0000-00343-001, 02-0000-00345-003, 02-0000-00345-005 | |
| name_1 | OFTString | 6.2k | REEVES, EUNICE I, GILLETT, TIMOTHY & KEVON, BERTSCH, SHANE ALEXANDER | |
| adr1 | OFTString | 1.4k | (FAM FARM TRST)% JEANNE KELLER, REVOCABLE LIVING TRUST, (LIFE ESTATE) | |
| adr2 | OFTString | 4.5k | 6135 MARTENS WAY S, 3610 98TH AVE NE, 9325 36TH ST NE | |
| csz | OFTString | 3.7k | FARGO ND 58104-7233, TOLNA ND 58380-9772, CRARY ND 58327-9318 | |
| city | OFTString | 625 | FARGO, TOLNA, CRARY | |
| state | OFTString | 53 | ND, ND, ND | |
| zip | OFTString | 691 | 58104, 58380, 58327 | |
| zip4 | OFTString | 2.5k | 7233, 9772, 9318 | |
| legal | OFTString | 15.1k | W1/2NW1/4, SE1/4NW1/4 & LOT 3 2 151 62 (DL/T), LOTS 1 & 2 3 151 62 (DP/T), LOTS 3 & 4 3 151 62 (DP/T) | |
| section | OFTString | 36 | 3, 3, 3 | |
| township | OFTString | 8 | 151, 151, 151 | |
| rang | OFTString | 7 | 62, 62, 62 | |
| lot1st | OFTString | 297 | 8, 1, 5 | |
| block | OFTString | 184 | 2, 2, 2 | |
| house | OFTString | 1.8k | 9325, 9322, 3533 | |
| stnum | OFTString | 34 | CRARY, CRARY, CRARY | |
| sttype | OFTString | 19 | 58327, 58327, 58327 | |
| stdir | OFTString | 8 | NE, NE, NW | |
| street | OFTString | 460 | 36TH ST NE, 36TH ST NE, 94TH AVE NE | |
| apt | OFTString | 10 | FARM-X, FARM-X, FARM-X | |
| housea | OFTString | — | ||
| fmacres | OFTReal | 2.3k | 160.0, 79.76, 77.92 | |
| raacres | OFTReal | 299 | 2.0, 2.0, 2.0 | |
| caacres | OFTReal | 250 | 42.01, 0.62, 1.39 | |
| nwacres | OFTReal | 11 | 10.8, 16.3, 10.6 | |
| exacres | OFTReal | 356 | 0.23, 38.88, 48.36 | |
| tlacres | OFTReal | 2.7k | 160.0, 79.76, 79.92 | |
| township_c | OFTString | 44 | ODESSA TOWNSHIP, ODESSA TOWNSHIP, ODESSA TOWNSHIP | |
| addition | OFTString | 284 | TOWNSHIP, TOWNSHIP, TOWNSHIP | |
| fm_value | OFTReal | 1.5k | 89400.0, 62500.0, 46500.0 | |
| rl_value | OFTReal | 426 | 16000.0, 16000.0, 48000.0 | |
| rs_value | OFTReal | 1.9k | 120000.0, 38000.0, 276100.0 | |
| cl_value | OFTReal | 503 | 200.0, 200.0, 200.0 | |
| cs_value | OFTReal | 649 | 643600.0, 23800.0, 763600.0 | |
| tl_value | OFTReal | 2.8k | 89400.0, 62500.0, 182500.0 | |
| taxable | OFTReal | 4.0k | 4470.0, 3125.0, 8445.0 | |
| homestead | OFTReal | 101 | 5625.0, 3356.0, 2813.0 | |
| vet | OFTReal | 49 | 4050.0, 3290.0, 6480.0 | |
| consolidat | OFTReal | 8.7k | 1043.03, 692.09, 1870.31 | |
| year | OFTString | 2 | 2021, 2021, 2021 | |
| district | OFTString | 93 | 0203080000, 0212080000, 0212080000 | |
| tshp_distr | OFTString | 44 | 02, 02, 02 | |
| school_dis | OFTString | 9 | 03, 12, 12 | |
| firepro_di | OFTString | 8 | 08, 08, 08 | |
| park_distr | OFTString | 3 | 00, 00, 00 | |
| amb_distri | OFTString | 2 | 00, 00, 00 | |
| status | OFTString | 2 | A, A, A | |
| class | OFTString | 3 | X, X, X | |
| special1 | OFTReal | 1.5k | 34.13, 10.0, 40.0 | |
| special2 | OFTReal | 112 | 1276.58, 3377.42, 3377.42 | |
| special3 | OFTReal | 2.9k | 40620.0, 43150.0, 43080.0 | |
| updated | OFTString | 1 | 2022-03-15, 2022-03-15, 2022-03-15 | |
| shape_leng | OFTReal | 14.2k | 10588.414732, 7875.359257, 7868.86402 | |
| shape_area | OFTReal | 14.8k | 7006855.791099, 3426675.793969, 3418117.745636 | |
| district_n | OFTString | 9 | DEVILS LAKE, DAKOTA PRAIRIE #1, DAKOTA PRAIRIE #1 | |
| class_1 | OFTString | 3 | X, X, X | |
| balance | OFTReal | 5.2k | 0.0, 0.0, 1870.31 | |
| owed | OFTReal | 9.5k | 1043.03, 692.09, 1870.31 | |
| added | OFTReal | 2 | 0.0, 0.0, 0.0 | |
| abated | OFTReal | 9 | 0.0, 0.0, 0.0 | |
| paid | OFTReal | 5.4k | 1043.03, 692.09, 0.0 | |
| consol | OFTReal | 8.7k | 1043.03, 692.09, 1870.31 | |
| specials | OFTReal | 1.5k | 0.0, 0.0, 0.0 | |
| specabat | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| specadd | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| specpaid | OFTReal | 813 | 0.0, 0.0, 0.0 | |
| specpen | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| specint | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| conpaid | OFTReal | 5.1k | 990.88, 657.49, 0.0 | |
| conabat | OFTReal | 9 | 0.0, 0.0, 0.0 | |
| conadd | OFTReal | 2 | 0.0, 0.0, 0.0 | |
| conpen | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| conint | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| discpaid | OFTReal | 4.1k | 52.15, 34.6, 0.0 | |
| costpaid | OFTReal | 3 | 0.0, 0.0, 0.0 | |
| serial | OFTInteger | 93 | 4444, 4447, 4447 | |
| year_1 | OFTInteger | 1 | 2021, 2021, 2021 | |
| district_1 | OFTString | 93 | 0203080000, 0212080000, 0212080000 | |
| qual | OFTString | 1 | A, A, A | |
| descrip | OFTString | 33 | SCH 3 FIRE 8, SCH 12 FIRE 8, SCH 12 FIRE 8 | |
| mills | OFTReal | 58 | 233.34, 221.47, 221.47 | |
| desc1 | OFTString | 1 | COUNTY, COUNTY, COUNTY | |
| mill1 | OFTReal | 2 | 102.5, 102.5, 102.5 | |
| desc2 | OFTString | 3 | TOWNSHIP, TOWNSHIP, TOWNSHIP | |
| mill2 | OFTReal | 22 | 27.0, 27.0, 27.0 | |
| desc3 | OFTString | 4 | SCHOOL, SCHOOL, SCHOOL | |
| mill3 | OFTReal | 10 | 98.35, 86.48, 86.48 | |
| desc4 | OFTString | 4 | FIRE, FIRE, FIRE | |
| mill4 | OFTReal | 6 | 4.49, 4.49, 4.49 | |
| desc5 | OFTString | 4 | STATE, STATE, STATE | |
| mill5 | OFTReal | 4 | 1.0, 1.0, 1.0 | |
| desc6 | OFTString | 1 | STATE, STATE, STATE | |
| mill6 | OFTReal | 2 | 0.0, 0.0, 0.0 | |
| desc7 | OFTString | — | ||
| mill7 | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| desc8 | OFTString | 8 | 161.96, 156.89, 156.89 | |
| mill8 | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| parcelsize | OFTString | 5.6k | 160 Acres, 79.76 Acres, 79.92 Acres |
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.