80 attribute fields, profiled from the April 2024 vintage.
Columns in Defiance County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 26.2k | 24547, 24551, 24573 | |
| parid | OFTString | 26.2k | F120030000500, F120030000600, F120031000100 | |
| deededowne | OFTString | 15.8k | LLOYD MATTHEW LEE LE WILLIAM LLOYD, BUHRER FAMILY FARM LLC, LLOYD MATTHEW L | |
| address | OFTString | 17.9k | MANSFIELD & DEFIANCE PAULDING ,, 17500 SCHUBERT ,, MANSFIELD , | |
| taxmailing | OFTString | 14.5k | 25380 MANSFIELD RD, 719 WAYNE AVE, 18293 DEF PAULDNG CO LINE RD | |
| taxmaili_1 | OFTString | 610 | DEFIANCE OH 43512, DEFIANCE OH 43512, DEFIANCE OH 43512 | |
| ownercityz | OFTString | 601 | DEFIANCE OH 43512, DEFIANCE OH 43512, DEFIANCE OH 43512 | |
| mstatescho | OFTString | 11 | 2001 | ALSD, 2001 | ALSD, 2001 | ALSD | |
| mtaxsetcod | OFTString | 30 | F12 | Highland Twp, F12 | Highland Twp, F12 | Highland Twp | |
| macres | OFTReal | 6.6k | 22.896, 297.5, 77.0 | |
| mlegaldesc | OFTString | 22.9k | SECTION 31 ^S 1/2 NE ^, SECTION 28 ^PT E 1/2 SW 1/4^, SECTION 28^PT E 1/2 SW 1/4 | |
| mclassific | OFTString | 83 | 110 | Agricultural vacant land (on CAUV), 199 | Agricultural land with outbuildings (on CAUV), 199 | Agricultural land with outbuildings (on CAUV) | |
| neighborho | OFTString | 227 | 11210, 11210, 11210 | |
| cardcount | OFTReal | 11 | 0.0, 1.0, 0.0 | |
| annualtax | OFTReal | 21.4k | 806.62, 4446.12, 2186.54 | |
| hmstd_flag | OFTString | 2 | N, N, N | |
| reduction2 | OFTString | 2 | N, N, N | |
| foreclosed | OFTString | 1 | N, N, N | |
| borflag | OFTString | 1 | N, N, N | |
| newconstru | OFTString | 2 | N, N, N | |
| dividedpro | OFTString | 1 | N, N, N | |
| mkt_land_v | OFTReal | 8.5k | 142950.0, 1113950.0, 437440.0 | |
| cauv_value | OFTReal | 4.5k | 60270.0, 309690.0, 163340.0 | |
| mkt_impr_v | OFTReal | 12.3k | 0.0, 22450.0, 0.0 | |
| mkt_tot_to | OFTReal | 16.8k | 142950.0, 1136400.0, 437440.0 | |
| mkt_land_1 | OFTReal | 8.5k | 50032.5, 389882.5, 153104.0 | |
| cauv_val_1 | OFTReal | 4.5k | 21094.5, 108391.5, 57169.0 | |
| mkt_impr_1 | OFTReal | 12.3k | 0.0, 7857.5, 0.0 | |
| lastsaleda | OFTString | 4.9k | 2002-02-15, 2015-05-12, 2015-09-25 | |
| lastsalepr | OFTReal | 2.0k | 525000.0, 111000.0, 927250.0 | |
| fullrate | OFTReal | 22 | 73.43, 73.43, 73.43 | |
| effrate | OFTReal | 47 | 41.614621, 41.614621, 41.614621 | |
| priorcharg | OFTReal | 990 | 0.0, 0.0, 0.0 | |
| firsthalfc | OFTReal | 18.5k | 335.49, 1849.27, 909.44 | |
| firsthalfr | OFTReal | 12.0k | 35.52, 195.79, 96.29 | |
| firsthal_1 | OFTReal | 3.9k | 0.0, 0.0, 0.0 | |
| firsthalfh | OFTReal | 60 | 0.0, 0.0, 0.0 | |
| firsthalfp | OFTReal | 20.0k | 403.31, 2223.06, 1093.27 | |
| firsthalfs | OFTReal | 3.7k | 0.0, 0.0, 0.0 | |
| firsthalft | OFTReal | 20.4k | 403.31, 2223.06, 1093.27 | |
| firsthal_2 | OFTReal | 21.0k | 403.31, 2223.06, 1093.27 | |
| secondhalf | OFTReal | 18.5k | 335.49, 1849.27, 909.44 | |
| secondha_1 | OFTReal | 12.0k | 35.52, 195.79, 96.29 | |
| secondha_2 | OFTReal | 3.9k | 0.0, 0.0, 0.0 | |
| secondha_3 | OFTReal | 60 | 0.0, 0.0, 0.0 | |
| secondha_4 | OFTReal | 6.2k | 403.31, 0.0, 1093.27 | |
| secondha_5 | OFTReal | 1.7k | 0.0, 0.0, 0.0 | |
| secondha_6 | OFTReal | 6.4k | 403.31, 0.0, 1093.27 | |
| secondha_7 | OFTReal | 20.8k | 403.31, 2223.06, 1093.27 | |
| surpluspai | OFTReal | 52 | 0.0, 0.0, 0.0 | |
| totpaid | OFTReal | 21.2k | 806.62, 2223.06, 2186.54 | |
| priorpenal | OFTReal | 958 | 0.0, 0.0, 0.0 | |
| ownerstree | OFTString | 14.7k | 25380 MANSFIELD RD, 719 WAYNE AVE, 25776 MANSFIELD RD | |
| storyheigh | OFTReal | 9 | 2.0, 1.0, 1.0 | |
| styleofhom | OFTString | 5 | 2 | Single Family, 2 | Single Family, 2 | Single Family | |
| yearbuilt | OFTReal | 183 | 1898.0, 1987.0, 1900.0 | |
| bedroomcou | OFTReal | 9 | 3.0, 4.0, 2.0 | |
| fullbathco | OFTReal | 7 | 1.0, 2.0, 1.0 | |
| halfbathco | OFTReal | 4 | 0.0, 0.0, 0.0 | |
| finishedli | OFTReal | 2.2k | 1632.0, 1846.0, 1874.0 | |
| totalfirst | OFTReal | 1.9k | 1096.0, 1846.0, 1874.0 | |
| firstsketc | OFTString | 17.2k | F12-0030-0-006-00--001.png, F12-0031-0-002-00--001.png, F12-0031-0-004-00--001.png | |
| mkt_tot__1 | OFTReal | 16.8k | 50033.0, 397740.0, 153104.0 | |
| spatype | OFTString | 3 | Engineer/Ditch-Amortized, Engineer/Ditch-Amortized, Engineer/Ditch-Amortized | |
| projectnam | OFTString | 291 | M MANSFIELD/JT HENRY 90-7, M MANSFIELD/JT HENRY 90-7, M MANSFIELD/JT HENRY 90-7 | |
| projectnum | OFTString | 291 | 11-850, 11-850, 11-850 | |
| firsthal_3 | OFTReal | 19.3k | 774.32, 4268.12, 2099.0 | |
| firsthal_4 | OFTReal | 238 | 0.0, 0.0, 0.0 | |
| secondha_8 | OFTReal | 19.3k | 774.32, 4268.12, 2099.0 | |
| secondha_9 | OFTReal | 2.8k | 0.0, 0.0, 0.0 | |
| secondha10 | OFTReal | 20.3k | 403.31, 2223.06, 1093.27 | |
| firsthal_5 | OFTReal | 20.3k | 403.31, 2223.06, 1093.27 | |
| priordelqs | OFTReal | 249 | 0.0, 0.0, 0.0 | |
| priordel_1 | OFTReal | 81 | 0.0, 0.0, 0.0 | |
| priordelqt | OFTReal | 868 | 0.0, 0.0, 0.0 | |
| priordel_2 | OFTReal | 1.0k | 0.0, 0.0, 0.0 | |
| priordelqo | OFTReal | 214 | 0.0, 0.0, 0.0 | |
| priordel_3 | OFTReal | 304 | 0.0, 0.0, 0.0 | |
| starea() | OFTReal | 26.0k | 988952.309692383, 13090648.2892456, 3390023.59454346 | |
| stlength() | OFTReal | 26.1k | 4738.86694742152, 16677.5734917089, 8574.85927103062 |
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.