66 attribute fields, profiled from the August 2022 vintage.
Columns in Spotsylvania County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 50.0k | 55670, 55671, 55672 | |
| map_pin | OFTString | 50.0k | 86-3-A, 86-3-B, 86-3-C | |
| map | OFTString | 82 | 86, 86, 86 | |
| map_insert | OFTString | 20 | A, A, D | |
| section | OFTString | 61 | 3, 3, 3 | |
| block | OFTString | 33 | 1, 1, 1 | |
| lot | OFTString | 1.1k | 11, 1, 2 | |
| sublot | OFTString | 112 | A, B, C | |
| gpin | OFTString | 50.0k | 7169-20-1360, 7169-20-2111, 7169-20-6128 | |
| neighborho | OFTString | 640 | 2127, 2127, 2127 | |
| subdivisio | OFTString | 1.5k | McKisson Property, McKisson Property, McKisson Property | |
| propaddres | OFTString | 50.0k | 2250 Arritt RD, 2246 Arritt RD, 2242 Arritt RD | |
| propcity | OFTString | 585 | Bumpass, VA, Bumpass, VA, Bumpass, VA | |
| legal1 | OFTString | 6.9k | McKisson Prop Rt 601, McKisson Prop Rt 601, McKisson Prop Rt 601 | |
| legal2 | OFTString | 21.5k | Parcel A, Parcel B, Parcel C | |
| landarea | OFTString | 14.2k | 20.99, 21.00, 21.00 | |
| instno | OFTString | 45.3k | 150018154, 080012766, 180009339 | |
| booknum | OFTString | 2.1k | 1092, 1301, 1404 | |
| page | OFTString | 924 | 596, 719, 534 | |
| mailaddres | OFTString | 50.0k | 2302 Valentine DR, 944 Cameron CT, 41691 Brookebourough CT | |
| city | OFTString | 1.5k | BUMPASS, ARROYO GRANDE, ALDIE | |
| state | OFTString | 63 | VA, CA, VA | |
| zipcode | OFTString | 2.3k | 23024, 93420, 20105 | |
| yearbuilt | OFTString | 195 | 0, 0, 0 | |
| sqfeet | OFTString | 2 | 0, 0, 0 | |
| bldgassess | OFTString | 6.9k | 0, 0, 0 | |
| landassess | OFTString | 4.3k | 103900, 103400, 103400 | |
| transferda | OFTString | 10.6k | 10/22/2015, 06/19/2008, 01/21/1993 | |
| saleprice | OFTString | 9.9k | 0, 0, 0 | |
| agforest | OFTString | 2 | N, N, N | |
| air_zone | OFTString | 2 | N, N, N | |
| cen_blk | OFTString | 2.9k | 3100 | 3102, 3100 | 3102, 3100 | |
| cen_trct | OFTString | 78 | 204.04, 204.04, 204.04 | |
| comp_plan | OFTString | 262 | OPENSPACE | RURAL | WATER, OPENSPACE | RURAL | WATER, OPENSPACE | RURAL | |
| congdist | OFTString | 3 | 07, 07, 07 | |
| electric | OFTString | 3 | RAPPAHANNOCK ELECTRIC CO-OP, RAPPAHANNOCK ELECTRIC CO-OP, RAPPAHANNOCK ELECTRIC CO-OP | |
| elem | OFTString | 62 | Berkeley Elementary, Berkeley Elementary, Berkeley Elementary | |
| finaltaz | OFTString | 2.2k | 1279.0, 1279.0, 1279.0 | |
| firstdue | OFTString | 53 | 3, 3, 3 | |
| flood_100 | OFTString | 2 | A, A, A | |
| hcod_pri | OFTString | 2 | N, N, N | |
| hcod_rur | OFTString | 2 | N, N, N | |
| high | OFTString | 12 | Spotsylvania High, Spotsylvania High, Spotsylvania High | |
| historic | OFTString | 2 | N, N, N | |
| mag_dist | OFTString | 13 | BERKELEY DISTRICT, BERKELEY DISTRICT, BERKELEY DISTRICT | |
| middle | OFTString | 24 | Post Oak Middle, Post Oak Middle, Post Oak Middle | |
| nbhd_code | OFTString | 640 | 2127, 2127, 2127 | |
| newtaz | OFTString | 697 | 589, 589, 589 | |
| polladdr | OFTString | 72 | 3530 PARTLOW ROAD, 3530 PARTLOW ROAD, 3530 PARTLOW ROAD | |
| precinct | OFTString | 72 | PARTLOW, PARTLOW, PARTLOW | |
| reservoir | OFTString | 2 | N, N, N | |
| river | OFTString | 2 | N, N, N | |
| rpa | OFTString | 2 | Y, Y, Y | |
| sthdist | OFTString | 18 | 55, 55, 55 | |
| stsdist | OFTString | 7 | 4, 4, 4 | |
| subdiv | OFTString | 1.5k | McKisson Property, McKisson Property, McKisson Property | |
| subwatersh | OFTString | 87 | YO23, YO23, YO22 | YO23 | |
| taz | OFTString | 737 | 1650.0, 1650.0, 1650.0 | |
| vot_dist | OFTString | 17 | Berkeley, Berkeley, Berkeley | |
| watershed | OFTString | 1 | S, S, S | |
| wetland | OFTString | 2 | Y, Y, Y | |
| zoning | OFTString | 111 | R-R, R-R, R-R | |
| starea() | OFTReal | 50.0k | 831282.132743, 907509.638489, 889539.175898 | |
| stlength() | OFTReal | 50.0k | 7007.390902, 6770.61876, 6609.505836 | |
| ownersearc | OFTString | 50.0k | Larry Vance Hartbarger Trustee Larry Vance Hartbarger Trust, Bonita Jane Hartbarger, Bonita J Hartbarger | |
| poll | OFTString | 72 | FIRE STATION 3, FIRE STATION 3, FIRE STATION 3 |
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.