60 attribute fields, profiled from the January 2023 vintage.
Columns in Mahoning County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 50.0k | 1, 2, 3 | |
| ftr_code | OFTString | 5 | PARCEL, PARCEL, PARCEL | |
| parcel_id | OFTString | 50.0k | 19-033-0-018.00-0, 19-033-0-019.00-0, 19-034-0-005.01-0 | |
| tax_map | OFTString | 2.1k | 19033, 19033, 19034 | |
| condo_id | OFTString | 798 | CO903, CO784, CO904 | |
| municip | OFTString | 36 | SMITH TWP, SMITH TWP, SMITH TWP | |
| parcel_id_ | OFTString | 50.0k | 19-033-0-018.00-0, 19-033-0-019.00-0, 19-034-0-005.01-0 | |
| parcelid2 | OFTString | 50.0k | 190330018000, 190330019000, 190340005010 | |
| ownname1 | OFTString | 50.0k | PREMIER ONE REAL ESTATE LLC, CHARLTON CHIROPRACTIC, DALEY DANIEL | |
| ownname2 | OFTString | 36.7k | & WELLNESS CENTER LLC, & DALEY SHARON, & HEROLD VICTORIA L | |
| ownname3 | OFTString | 50.0k | PREMIER ONE REAL ESTATE LLC, CHARLTON CHIROPRACTIC & WELLNESS CENTER LLC, DALEY DANIEL & DALEY SHARON | |
| locnum | OFTString | 14.3k | 22792, 22752, 22258 | |
| locpref | OFTString | 6 | S, S, S | |
| locstreet | OFTString | 2.6k | HARRISBURG WESTVILLE, HARRISBURG WESTVILLE, HARRISBURG WESTVILLE | |
| locsuffix | OFTString | 31 | RD, RD, RD | |
| locsuffixd | OFTString | 4 | S, S, S | |
| loccity | OFTString | 23 | ALLIANCE, BELOIT, BELOIT | |
| locstate | OFTString | 1 | OH, OH, OH | |
| loczip | OFTString | 34 | 44601, 44601, 44609 | |
| legal | OFTString | 50.0k | LOT17,150X170,RPLTOFLOTNOS17&20ALLIANCECLAYPRODUCTSREPLAT, LOT2,165X189,F&GDALEYPLAT1,, SEC32 | |
| taxdist | OFTString | 58 | 19, 19, 19 | |
| school | OFTString | 19 | 7601, 7601, 7601 | |
| acres | OFTReal | 9.1k | 0.61, 0.685, 0.0 | |
| neighcd | OFTString | 501 | 10100, 10100, 10100 | |
| landuse | OFTString | 152 | 442, 442, 455 | |
| marketland | OFTReal | 10.7k | 26570.0, 29840.0, 12530.0 | |
| marketimpr | OFTReal | 26.5k | 307130.0, 218700.0, 31870.0 | |
| cauv | OFTReal | 2.4k | 0.0, 0.0, 0.0 | |
| totalmarke | OFTReal | 30.2k | 333700.0, 248540.0, 44400.0 | |
| mailnum | OFTString | 14.2k | 22792, 22752, 22258 | |
| mailpref | OFTString | 8 | E, S, W | |
| mailstreet | OFTString | 10.5k | HARRISVILLE WESTVILLE, HARRISBURG-WESTVILLE, HARRISBURG WESTVILLE | |
| mailsuffix | OFTString | 41 | RD, RD, RD | |
| mailsuff_1 | OFTString | 9 | NE, NE, NE | |
| mailcity | OFTString | 2.0k | ALLIANCE, ALLIANCE, ALLIANCE | |
| mailstate | OFTString | 66 | OH, OH, OH | |
| mailzip | OFTString | 3.6k | 44460, 44601, 44601 | |
| taxnam | OFTString | 50.0k | PREMIER ONE REAL ESTATE LLC, CHARLTON CHIROPRACTIC, DALEY DANIEL | |
| taxnam2 | OFTString | 33.9k | & WELLNESS CENTER LLC, & DALEY SHARON, & HEROLD VICTORIA L | |
| taxnam3 | OFTString | 50.0k | PREMIER ONE REAL ESTATE LLC, CHARLTON CHIROPRACTIC & WELLNESS CENTER LLC, DALEY DANIEL & DALEY SHARON | |
| taxnum | OFTString | 14.2k | 22792, 22752, 22258 | |
| taxpref | OFTString | 8 | W, S, W | |
| taxstreet | OFTString | 12.1k | HARRISBURG WESTVILLE, HARRISBURG-WESTVILLE, HARRISBURG WESTVILLE | |
| taxsuffix | OFTString | 42 | RD, RD, RD | |
| taxsuffixd | OFTString | 9 | NE, NE, NE | |
| taxcity | OFTString | 2.3k | ALLIANCE, ALLIANCE, ALLIANCE | |
| taxstate | OFTString | 54 | OH, OH, OH | |
| taxzip | OFTString | 4.1k | 44601, 44601, 44601 | |
| reduction | OFTString | 2 | N, N, N | |
| borflag | OFTString | 2 | N, N, N | |
| homestead | OFTString | 2 | N, N, N | |
| saledate | OFTString | 14.2k | 2008-01-16, 2006-02-07, 2018-08-08 | |
| deednumber | OFTString | 6.1k | 2884, 2468, 365 | |
| saleamount | OFTReal | 5.9k | 145000.0, 200000.0, 0.0 | |
| constflag | OFTString | 2 | N, N, N | |
| mvp_addres | OFTString | 50.0k | 22792 HARRISBURG WESTVILLE RD, 22752 HARRISBURG WESTVILLE RD, 22258 HARRISBURG WESTVILLE RD | |
| mail_addre | OFTString | 50.0k | 22792 HARRISVILLE WESTVILLE RD,ALLIANCE,OH,44460, 22752 HARRISBURG-WESTVILLE RD,ALLIANCE,OH,44601, 22258 HARRISBURG WESTVILLE RD,ALLIANCE,OH,44601 | |
| tax_addres | OFTString | 50.0k | 22792 HARRISBURG WESTVILLE RD,ALLIANCE,OH,44601, 22752 HARRISBURG-WESTVILLE RD,ALLIANCE,OH,44601, 22258 HARRISBURG WESTVILLE RD,ALLIANCE,OH,44601 | |
| shape_leng | OFTReal | 50.0k | 662.679265750643, 698.789313574503, 719.970280303289 | |
| shape_area | OFTReal | 50.0k | 27200.1578665416, 30679.1996144644, 32316.1437087002 |
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.