248 attribute fields, profiled from the August 2022 vintage.
Columns in Caroline County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 22.8k | 1263124, 1265684, 1252458 | |
| map_pin | OFTString | 22.8k | 107-A-3, 107-A-4, 111-A-1 | |
| cama_pin | OFTString | 22.1k | 107-A-3, 107-A-4, 111-A-1 | |
| cama_lot | OFTString | 2.8k | 3, 4, 1 | |
| map_taxmap | OFTString | 175 | 107, 107, 111 | |
| map_sectio | OFTString | 26 | A, A, A | |
| map_block | OFTString | 29 | N, A, A | |
| map_lot | OFTString | 2.9k | 3, 4, 1 | |
| cogo | OFTString | 4 | N, N, N | |
| wvs_commen | OFTString | 47 | Multi-Pin, Multi-Pin, Multi-Pin | |
| editor | OFTString | 22 | WVS\renee@RENEELAPTOP, WVS\renee@RENEELAPTOP, WVS\renee@RENEELAPTOP | |
| date_modif | OFTString | 150 | 2012-11-07, 2012-11-07, 2012-11-07 | |
| sourcedoc | OFTString | 376 | Lake-Caroline-Tiffs/Lake-Caroline_Page_80.tif, Lake-Caroline-Tiffs/Lake-Caroline_Page_80.tif, Lake-Caroline-Tiffs/Lake-Caroline_Page_79.tif | |
| subtype | OFTInteger | 1 | 0, 0, 0 | |
| zoning | OFTString | 13 | RP, RP, RP | |
| link_statu | OFTString | 2 | LINKED, LINKED, LINKED | |
| sheet_type | OFTString | 3 | Section, Section, Section | |
| mrecid | OFTString | 1 | M, M, M | |
| mrecno | OFTReal | 21.8k | 19406.0, 16571.0, 20217.0 | |
| mdwell | OFTReal | 1 | 1.0, 1.0, 1.0 | |
| mlnam | OFTString | 15.5k | JEAN B BALL FOREST LLC & OTHERS, REYNOLDS REAL ESTATE VENTURES LLC, HANDWERK SUSAN W | |
| mfnam | OFTString | 2.4k | WESERSTR #4, LYNCH PATRICIA COKER, OF VA INC | |
| madd1 | OFTString | 13.2k | 19957 TIDEWATER TRL, 690 HUGUENOT TRL, 11904 ASHENBERRY CT | |
| madd2 | OFTString | 22 | APT 11, APT 11, NE #605 | |
| mzip5 | OFTReal | 1.1k | 22560.0, 23113.0, 23838.0 | |
| mzip4 | OFTString | — | ||
| mdirct | OFTString | 4 | N, N, N | |
| mstrt | OFTString | 808 | RICHMOND, RICHMOND, NORTH WALES | |
| msttyp | OFTString | 17 | TPKE, TPKE, ROAD | |
| msdirs | OFTString | 2 | N, N, N | |
| msellp | OFTReal | 2.3k | 1400000.0, 0.0, 0.0 | |
| mmosld | OFTReal | 13 | 4.0, 12.0, 10.0 | |
| mdasld | OFTReal | 32 | 2.0, 29.0, 28.0 | |
| myrsld | OFTReal | 63 | 2021.0, 1997.0, 2020.0 | |
| mdbook | OFTString | 1.4k | 1430, 483, 1403 | |
| mdpage | OFTReal | 1.2k | 652.0, 372.0, 68.0 | |
| mwbook | OFTString | 50 | 71, 86, 71 | |
| mwpage | OFTReal | 731 | 0.0, 0.0, 0.0 | |
| mgrntr | OFTString | 10.8k | LEWIS JANE TOWNSEND TR & OTHERS, WHITE ANN F & HANDWERK SUSAN W TRS, PIEDMONT SELECT PROPERTIES LLC | |
| mdesc1 | OFTString | 3.3k | NEW DESIGN, NORTH WALES, MT GIDEON | |
| mtotld | OFTReal | 2.4k | 1231000.0, 139100.0, 48500.0 | |
| mimprv | OFTReal | 3.5k | 0.0, 0.0, 0.0 | |
| mtotpr | OFTReal | 4.6k | 1231000.0, 139100.0, 48500.0 | |
| mzone | OFTString | 32 | RP, RP, RP | |
| macre | OFTString | 6.0k | 1241, 39.75, 3.43 | |
| mluse | OFTString | 13 | 6, 5, 2 | |
| moccup | OFTReal | 17 | 15.0, 15.0, 15.0 | |
| mstory | OFTString | 3 | S/L, S/F, S/F | |
| mage | OFTReal | 207 | 0.0, 0.0, 0.0 | |
| mcond | OFTString | 4 | A, G, G | |
| mclass | OFTString | 6 | C, C, C | |
| mfactr | OFTReal | 26 | 0.0, 0.0, 0.0 | |
| mdeprc | OFTReal | 91 | 0.0, 0.0, 0.0 | |
| mfound | OFTReal | 13 | 0.0, 0.0, 0.0 | |
| mexwll | OFTReal | 28 | 0.0, 0.0, 0.0 | |
| mrooft | OFTReal | 7 | 0.0, 0.0, 0.0 | |
| mroofg | OFTReal | 16 | 0.0, 0.0, 0.0 | |
| mheat | OFTReal | 20 | 0.0, 0.0, 0.0 | |
| mfuel | OFTReal | 11 | 0.0, 0.0, 0.0 | |
| mac | OFTString | 3 | N, Y, Y | |
| mekit | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| mbastp | OFTReal | 13 | 0.0, 0.0, 0.0 | |
| mpbtot | OFTReal | 29 | 0.0, 0.0, 0.0 | |
| msbtot | OFTReal | 279 | 0.0, 0.0, 0.0 | |
| mpbfin | OFTReal | 53 | 0.0, 0.0, 0.0 | |
| msbfin | OFTReal | 421 | 0.0, 0.0, 0.0 | |
| mbrate | OFTReal | 14 | 0.0, 0.0, 0.0 | |
| mgart | OFTReal | 15 | 0.0, 0.0, 0.0 | |
| mcarpt | OFTReal | 5 | 0.0, 0.0, 0.0 | |
| mrow | OFTReal | 4 | 11.0, 11.0, 10.0 | |
| mease | OFTReal | 5 | 22.0, 21.0, 20.0 | |
| mwater | OFTReal | 10 | 34.0, 34.0, 34.0 | |
| msewer | OFTReal | 7 | 42.0, 42.0, 42.0 | |
| mgas | OFTString | 2 | N, N, N | |
| melec | OFTString | 2 | N, N, N | |
| mterrn | OFTReal | 4 | 50.0, 50.0, 50.0 | |
| mchar | OFTReal | 10 | 65.0, 65.0, 65.0 | |
| motdes | OFTString | 12 | LOCKED GATE, BP-REMODEL COMP-NVC, COULD NOT FIND | |
| mgart2 | OFTReal | 6 | 0.0, 0.0, 0.0 | |
| mdatlg | OFTReal | 273 | 0.0, 0.0, 0.0 | |
| mdatpr | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mintyp | OFTString | 1 | 50 | |
| mintyr | OFTReal | 3 | 0.0, 0.0, 0.0 | |
| minno2 | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mdsufx | OFTString | 4 | A, A, B | |
| mwsufx | OFTString | 1 | A | |
| mpsufx | OFTString | 11 | A, A, C | |
| mtotoi | OFTReal | 4.0k | 0.0, 0.0, 0.0 | |
| massb | OFTReal | 3.1k | 0.0, 0.0, 0.0 | |
| macpct | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| m1frnt | OFTReal | 13 | 0.0, 0.0, 0.0 | |
| m1dpth | OFTReal | 6 | 0.0, 0.0, 0.0 | |
| m1area | OFTReal | 208 | 0.0, 0.0, 0.0 | |
| m0depr | OFTString | 1 | Y, Y, Y | |
| m1um | OFTString | 1 | S, S, S | |
| m2frnt | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| m2dpth | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| m2area | OFTReal | 69 | 0.0, 0.0, 0.0 | |
| mzipbr | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mdelay | OFTString | 2 | Y, Y, N | |
| m2um | OFTString | 1 | S, S, S | |
| mcdmo | OFTReal | 12 | 9.0, 6.0, 11.0 | |
| mcdda | OFTReal | 31 | 8.0, 12.0, 10.0 | |
| mcdyr | OFTReal | 3 | 2021.0, 2020.0, 2020.0 | |
| m1dfac | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mrem1 | OFTString | 4.7k | HOLLY HILL FARM, RENOVATED, EXCELLENT ROAD FRONTAGE | |
| mrem2 | OFTString | 2.0k | LOCKED GATE, OFFICE TRAILER NOT SET UP, NW DK REPLACES SPOR & REAR OF HSE | |
| mmagcd | OFTString | 6 | 7, 7, 7 | |
| mathom | OFTString | 5 | N, N, N | |
| mdesc2 | OFTString | 9.8k | PIEDMONT APTS, M W ANDREWS JR, PARCEL A | |
| mdesc3 | OFTString | 1.6k | LOT 1, LOT 2, PLAT A-149C | |
| mdesc4 | OFTString | 1.3k | PLAT C-166D, PLAT C-33-A-1, C-104C | |
| mfairv | OFTReal | 30 | 0.0, 0.0, 0.0 | |
| msubdv | OFTString | 39 | 907, 907, 907 | |
| m2dfac | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| minit | OFTString | 51 | RT/LW, RT/LW, RT/LW | |
| minspd | OFTReal | 249 | 6032020.0, 6032020.0, 7222020.0 | |
| mswl | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mtutil | OFTReal | 19 | 0.0, 0.0, 0.0 | |
| mnbadj | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| massl | OFTReal | 2.2k | 1231000.0, 79500.0, 40900.0 | |
| macsf | OFTReal | 24 | 0.0, 0.0, 0.0 | |
| mcomm1 | OFTString | 8.6k | 21-DG FR J L TOWNSEND, 20-DOD FR HANDWERK, 19-FR PIEDMONT SELECT | |
| mcomm2 | OFTString | 3.6k | 14-FR G LEWIS, PROPERTIES LLC, 18-FR BEAR ISLAND PAPER | |
| mcomm3 | OFTString | 1.3k | 21-FR WILLIAMS & OTHERS, FR JENSEN, 14-FR QUASH & OTHERS | |
| macct | OFTReal | 21.6k | 20133.0, 17265.0, 20955.0 | |
| mexwl2 | OFTReal | 21 | 0.0, 0.0, 0.0 | |
| mcalc | OFTString | 1 | Y, Y, Y | |
| mfill4 | OFTString | 1 | B, B, B | |
| mtbv | OFTReal | 4.7k | 0.0, 0.0, 0.0 | |
| mtbas | OFTReal | 1.7k | 0.0, 0.0, 0.0 | |
| mtfbas | OFTReal | 1.1k | 0.0, 0.0, 0.0 | |
| mtplum | OFTReal | 19 | 0.0, 0.0, 0.0 | |
| mtheat | OFTReal | 345 | 0.0, 0.0, 0.0 | |
| mtac | OFTReal | 2.6k | 0.0, 0.0, 0.0 | |
| mtfp | OFTReal | 28 | 0.0, 0.0, 0.0 | |
| mtfl | OFTReal | 7 | 0.0, 0.0, 0.0 | |
| mtbi | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| mttadd | OFTReal | 6.0k | 0.0, 0.0, 0.0 | |
| mtsubt | OFTReal | 11.2k | 0.0, 0.0, 0.0 | |
| mcnst1 | OFTString | 2 | CC, CC, CC | |
| mtotbv | OFTReal | 11.4k | 0.0, 0.0, 0.0 | |
| musrid | OFTString | 4 | ERICA, WAMPLER, ACECIL | |
| masslu | OFTReal | 1.6k | 681550.0, 29813.0, 0.0 | |
| mbasa | OFTReal | 2.0k | 0.0, 0.0, 0.0 | |
| mtime | OFTReal | 15.6k | 155242.0, 161734.0, 112127.0 | |
| mtota | OFTReal | 3.1k | 0.0, 0.0, 0.0 | |
| mpsf | OFTReal | 2.7k | 0.0, 0.0, 0.0 | |
| m1adj | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| minwll | OFTString | 32 | 12, 1210, 10 | |
| m2adj | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mfloor | OFTString | 128 | 20, 2021, 2021 | |
| mlgbkc | OFTString | 4 | D, W, D | |
| myrblt | OFTReal | 206 | 0.0, 0.0, 0.0 | |
| meffag | OFTReal | 37 | 0.0, 0.0, 0.0 | |
| mpcomp | OFTReal | 2 | 0.0, 0.0, 0.0 | |
| m1rate | OFTReal | 20 | 0.0, 0.0, 0.0 | |
| m2rate | OFTReal | 8 | 0.0, 0.0, 0.0 | |
| mfuncd | OFTReal | 12 | 0.0, 0.0, 0.0 | |
| mecond | OFTReal | 13 | 0.0, 0.0, 0.0 | |
| mnbrhd | OFTReal | 3 | 1.0, 1.0, 1.0 | |
| muser1 | OFTString | 10 | A, M, M | |
| muser2 | OFTString | 10 | M, R, M | |
| mdcode | OFTString | 7 | D, D, D | |
| mwcode | OFTString | 2 | W, W, W | |
| mmortc | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mfill7 | OFTString | 1 | X, X, X | |
| mgispn | OFTString | — | ||
| muser3 | OFTString | 3 | C, L, L | |
| muser4 | OFTString | 1 | E, E, E | |
| mimadj | OFTReal | 3 | 0.0, 0.0, 0.0 | |
| mcdrdt | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mmnud | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mmnnud | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mss1 | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| mpcode | OFTString | 5 | D, D, D | |
| mpbook | OFTString | 691 | 285, 775, 775 | |
| mppage | OFTReal | 787 | 0.0, 0.0, 0.0 | |
| mss2 | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| massm | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mfill9 | OFTString | 4 | X, Z, Y | |
| mcvmo | OFTReal | 12 | 1.0, 1.0, 1.0 | |
| mcvda | OFTReal | 31 | 1.0, 1.0, 1.0 | |
| mcvyr | OFTReal | 1 | 2021.0, 2021.0, 2021.0 | |
| mtbimp | OFTReal | 5 | 0.0, 0.0, 0.0 | |
| mpuse | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mcvexp | OFTString | 535 | REVALUED-GENERAL REASS., REVALUED-GENERAL REASS., REVALUED-GENERAL REASS. | |
| metxyr | OFTReal | 3 | 2021.0, 2021.0, 2021.0 | |
| mqapch | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mqafil | OFTString | — | ||
| mpict | OFTString | 5 | D, ION, ALE | |
| meacre | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mprcit | OFTString | 20 | HANOVER, HANOVER, HANOVER | |
| mprsta | OFTString | 1 | VA, VA, VA | |
| mprzp1 | OFTReal | 18 | 0.0, 0.0, 0.0 | |
| mprzp4 | OFTString | 11 | 3529, 5220, 5226 | |
| mascom | OFTString | 1.3k | IMP. IN KING WM CO., H/O RETURNED CARD, H/O RETURNED CARD | |
| mhrdat | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mhrtim | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mhrnam | OFTString | — | ||
| mhrses | OFTString | — | ||
| mhidpc | OFTString | — | ||
| mhidnm | OFTString | 1 | Y, Y, Y | |
| mcamo | OFTReal | 13 | 5.0, 5.0, 11.0 | |
| mcada | OFTReal | 32 | 6.0, 12.0, 10.0 | |
| mcayr | OFTReal | 21 | 2021.0, 2017.0, 2020.0 | |
| moldoc | OFTReal | 18 | 0.0, 0.0, 0.0 | |
| starea() | OFTReal | 22.2k | 57255962.078125, 71688610.65625, 175433.617188 | |
| stlength() | OFTReal | 22.6k | 38933.182999, 54592.345977, 2098.714513 | |
| mcity | OFTString | 811 | TAPPAHANNOCK, MIDLOTHIAN, CHESTERFIELD | |
| mstate | OFTString | 48 | VA, VA, VA | |
| m_dunt | OFTReal | 14 | 0.0, 0.0, 0.0 | |
| m_br | OFTReal | 16 | 0.0, 0.0, 0.0 | |
| m_room | OFTReal | 39 | 0.0, 0.0, 0.0 | |
| m_fbth | OFTReal | 12 | 0.0, 0.0, 0.0 | |
| m_hbth | OFTReal | 16 | 0.0, 0.0, 0.0 | |
| mfp2 | OFTString | — | ||
| mltrcd | OFTString | 4 | B, D, A | |
| mcdr | OFTString | — | ||
| mfp1 | OFTString | — | ||
| m_flue | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mflutp | OFTString | — | ||
| mgar_c | OFTReal | 8 | 0.0, 0.0, 0.0 | |
| mcar_c | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| mbi_c | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| mgar_2 | OFTReal | 9 | 0.0, 0.0, 0.0 | |
| minno_ | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mmcode | OFTReal | 39 | 1.0, 0.0, 2.0 | |
| mhse_ | OFTReal | 7.8k | 0.0, 0.0, 0.0 | |
| mlgity | OFTString | — | ||
| mlgiyr | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mlgno_ | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mlgno2 | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mcnst2 | OFTString | — | ||
| mhse_2 | OFTString | 36 | 31426, 13191, 30487 | |
| mlgbk_ | OFTString | 218 | 660, 66, 660 | |
| mlgpg_ | OFTReal | 279 | 0.0, 0.0, 0.0 | |
| macre_ | OFTReal | 6.0k | 1241.0, 39.75, 3.43 | |
| mperr | OFTString | — | ||
| mprout | OFTString | — | ||
| mfp_ | OFTReal | 9 | 0.0, 0.0, 0.0 | |
| mfl_ | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| msfp_ | OFTReal | 7 | 0.0, 0.0, 0.0 | |
| mmfl_ | OFTReal | 3 | 0.0, 0.0, 0.0 | |
| msfl_ | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| miofp_ | OFTReal | 9 | 0.0, 0.0, 0.0 | |
| mstor_ | OFTReal | 27 | 0.0, 0.0, 0.0 | |
| mhrph_ | OFTReal | 1 | 0.0, 0.0, 0.0 |
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.