82 attribute fields, profiled from the April 2024 vintage.
Columns in Hamilton County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 50.0k | 8376, 31328, 38941 | |
| parcelid | OFTString | 50.0k | 050000210005, 050001040003, 050001030012 | |
| grppclid | OFTString | 50.0k | 050000210004, 050001040003, 050001030012 | |
| class | OFTInteger | 128 | 508, 620, 500 | |
| book | OFTString | 230 | 500, 500, 500 | |
| page | OFTString | 233 | 0021, 0104, 0103 | |
| parcel | OFTString | 1.2k | 0005, 0003, 0012 | |
| proptyid | OFTString | 50.0k | 05000021000500, 05000104000390, 05000103001200 | |
| mktlnd | OFTReal | 19.7k | 298190.0, 5610.0, 30780.0 | |
| mktimp | OFTReal | 43.5k | 0.0, 0.0, 17640.0 | |
| pntpclid | OFTString | 17.5k | 050000210004, 050000220001, 050000220001 | |
| owner6 | OFTString | 30.1k | TAYLOR, THE, ZETER | |
| ownnm1 | OFTString | 50.0k | TAYLOR ALLEN & ARTHUR, THE BOARD OF PARK COMMISSION HAMILTON COUNTY PARK, ZETER TIMOTHY M@3 | |
| ownnm2 | OFTString | 13.9k | DISTRICT, JANICE RENEE, & ANAMAR | |
| ownad1 | OFTString | 50.0k | 8290 KELLOGG AVE, 10245 WINTON RD, 1824 WINDHILL TERRACE | |
| ownad2 | OFTString | 12.5k | CINCINNATI OH 45230, CINCINNATI OH 45231, CINCINNATI OH 45255 | |
| lglds1 | OFTString | 50.0k | NORDYKE RD 18.76 AC SUR 1, SS KELLOGG AVE 5.1219 ACS, NS OLD KELLOGG RD 0.9992 | |
| lglds2 | OFTString | 50.0k | 677 OHIO TAYLORS SUB, PARS 12 & PG 185 PARS 16, AC MS 1679 | |
| lglds3 | OFTString | 43.8k | & 17 CONS MIL SUR 1679, UB, MES TAYLOR EST-PT JAMESTA | |
| prevown1 | OFTString | 45.6k | TAYLOR ALLEN, SHRIVER JEFFREY J @3, SHACKELFORD JENNIFER L @3 | |
| prevown2 | OFTString | 8.2k | & ARTHUR, DISTRICT BD OF PARK COMMR, DISTRICT BD OF PARK COMMR | |
| splflg | OFTString | 3 | N, N, Y | |
| newflg | OFTString | 2 | N, N, N | |
| mktcau | OFTReal | 208 | 0.0, 0.0, 0.0 | |
| addrno | OFTString | 9.3k | 8322, 7962, 8323 | |
| addrst | OFTString | 3.8k | NORDYKE, KELLOGG, OLD KELLOGG | |
| addrsf | OFTString | 32 | RD, AVE, RD | |
| mlnm1 | OFTString | 50.0k | TAYLOR ALLEN, HAMILTON COUNTY PARK DIST, ZETER TIMOTHY M@3 | |
| mlnm2 | OFTString | 8.2k | ATTN: TAX DEPARTMENT, ATTN: TAX DEPARTMENT, ATTN: TAX DEPARTMENT | |
| mladr1 | OFTString | 50.0k | 8290 KELLOGG AVE, 10245 WINTON RD, 1824 WINDHILL TERRACE | |
| mladr2 | OFTString | 10.2k | CINCINNATI OH 45255, CINCINNATI OH 45231, CINCINNATI OH 45255 | |
| saltyp | OFTString | — | ||
| salamt | OFTReal | 8.2k | 0.0, 0.0, 83333.0 | |
| salsrc | OFTString | 11 | 1, 3, 3 | |
| valid | OFTString | — | ||
| instty | OFTString | 44 | WE, QE, WD | |
| acredeed | OFTReal | 5.3k | 0.0, 18.76, 5.122 | |
| unit | OFTString | 3.4k | UNIT 105, UNIT 109, UNIT 107 | |
| div_flag | OFTString | 1 | N, N, N | |
| taxes_paid | OFTReal | 50.0k | 0.0, 518.36, 3425.69 | |
| delq_taxes | OFTReal | 13.3k | 0.0, 0.0, 0.0 | |
| lglds4 | OFTString | 6.2k | YLOR EST, YLOR EST, CONS | |
| owner48 | OFTString | 50.0k | TAYLOR ALLEN & ARTHUR, THE BOARD OF PARK COMMISSION HAMILTON COUNTY PAR, ZETER TIMOTHY M@3 | |
| audpclid | OFTString | 50.0k | 50000210005, 50001040003, 50001030012 | |
| audptyid | OFTString | 50.0k | 5000021000500, 5000104000390, 5000103001200 | |
| ownad1a | OFTString | 3.2k | 2, 2, ROOM 603 | |
| mladr1a | OFTString | 2.7k | ATTN: ESCROW DEPT, ATTN: ESCROW DEPT, ATTN: ESCROW DEPT | |
| name | OFTString | 50.0k | 050000210005, 050001040003, 050001030012 | |
| condoname | OFTString | 726 | RIO GRANDE CONDOMINIUM PH 1, RIO GRANDE CONDOMINIUM PH 1, RIO GRANDE CONDOMINIUM PH 1 | |
| phase | OFTString | 177 | PH 1, PH 1, PH 1 | |
| percentown | OFTString | 2.5k | 0.33%, 0.33%, 0.33% | |
| deedno | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mkt_total_ | OFTReal | 50.0k | 298190.0, 5610.0, 48420.0 | |
| forecl_fla | OFTString | 1 | N, N, N | |
| annual_tax | OFTReal | 50.0k | 122.28, 1021.59, 6501.89 | |
| front_foot | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| mltown | OFTInteger | 6 | 0, 90, 0 | |
| taxdst | OFTInteger | 38 | 42, 42, 42 | |
| nhbdno | OFTInteger | 1 | 0, 0, 0 | |
| bankcd | OFTInteger | 1 | 0, 0, 0 | |
| dlnqdt | OFTInteger | — | ||
| saldat | OFTString | 11.1k | 2001-10-31, 2007-07-10, 2022-02-02 | |
| numpcl | OFTInteger | 72 | 1, 3, 1 | |
| salcnv | OFTInteger | 1 | 0, 0, 0 | |
| school_cod | OFTInteger | — | ||
| convey_no | OFTInteger | 50.0k | 0, 293491, 855 | |
| exlucode | OFTString | 18 | PS, VA, SF | |
| unit_1 | OFTString | — | ||
| taxdst_dis | OFTString | 35 | ANDERSON-FOREST HILLS, ANDERSON-FOREST HILLS, ANDERSON-FOREST HILLS | |
| date_creat | OFTString | 485 | 2013-08-06, 2019-10-22, 2019-10-22 | |
| ownadcity | OFTString | 1.3k | CINCINNATI, CINCINNATI, CINCINNATI | |
| ownadstate | OFTString | 56 | OH, OH, OH | |
| ownadzip | OFTString | 12.4k | 45230, 45231, 45255 | |
| apprar | OFTReal | 895 | 50052.0, 50052.0, 50011.0 | |
| apprar_dis | OFTString | 892 | ANDERSON 52, ANDERSON 52, ANDERSON 11 | |
| conbuild_f | OFTString | — | ||
| curyr_flag | OFTString | 2 | Y, Y, Y | |
| rent_reg_f | OFTString | — | ||
| school_c_1 | OFTString | 10 | FOREST HILLS LSD, FOREST HILLS LSD, FOREST HILLS LSD | |
| delq_tax_1 | OFTReal | 8.3k | 0.0, 0.0, 0.0 | |
| area | OFTReal | 1 | 0.0, 0.0, 0.0 | |
| len | 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.