Archive
106 attribute fields, profiled from the January 2024 vintage.
Columns in Chester County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| o_parcel_i | OFTString | 20.8k | 001-00-00-001-000, 002-00-00-001-000, 002-00-00-002-000 | |
| pid | OFTString | 20.8k | 001-00-00-001-000, 002-00-00-001-000, 002-00-00-002-000 | |
| map_no | OFTString | 20.8k | 001-00-00-001-000, 002-00-00-001-000, 002-00-00-002-000 | |
| owner | OFTString | 15.9k | BLUE LAKE FARM LLC, THOMPSON LENWARD L, THOMPSON WALKER JR | |
| mail_addr2 | OFTString | 14.9k | 2390 THOMSON QUARTER ROAD, 1665 AVALON DRIVE, 1277 CLYDE HOLLOW DR | |
| mail_addr3 | OFTString | 1.4k | SHARON SC 29742, ROCK HILL SC 29730, CARLISLE SC 29031 | |
| legal | OFTString | 10.0k | 886.73 AC, .39 AC, TR 2424 | |
| use_code | OFTString | 119 | LA; MV; EFB, RN, RL | |
| o_acres | OFTString | 4.1k | 869.67, 1.32, 0.00 | |
| class | OFTString | 119 | LA; MV; EFB, RN, RL | |
| mktlnd | OFTString | 2.3k | 1,773,450.00, 0.00, 5,000.00 | |
| mktimpv | OFTString | 3.2k | 325,900.00, 2,000.00, 0.00 | |
| deedbook | OFTString | 14.8k | 729 / 144, 1404 / 239, 1096 / 130 | |
| saledate | OFTString | 6.1k | 01/06/1998, 12/06/2022, 03/06/2014 | |
| saleprice | OFTString | 2.4k | 10, 1, 4,500 | |
| salebook | OFTString | 14.8k | 729 / 144, 1404 / 239, 1096 / 130 | |
| salepage | OFTString | 7.5k | /, /, / | |
| situs | OFTString | 13.5k | 4420 GEORGE BRIDGE RD, 4424 GEORGE BRIDGE ROAD, 4438 GEORGE BRIDGE ROAD | |
| mail_addr1 | OFTString | 7.3k | THOMPSON BRENDA K - TTES, THOMPSON PAMELA, c/o PATRICIA T DUBOSE | |
| basement | OFTString | 4 | PORCH/LEAN/FIRE 2328, PORCH DRIVE THU 684, PORCH 240 | |
| t_parcel_i | OFTString | 19.7k | 001-00-00-001-000, 002-00-00-001-000, 002-00-00-002-000 | |
| t_acres | OFTString | 1.2k | 886.73, 1.2, 0.0 | |
| parcelnumb | OFTString | 19.7k | 001-00-00-001-000, 002-00-00-001-000, 002-00-00-002-000 | |
| numlots | OFTString | 9 | 0, 0, 1 | |
| numbuildin | OFTString | 16 | 0, 1, 0 | |
| pen3date | OFTString | 1 | 2024-01-17T00:00:00, 2024-01-17T00:00:00, 2024-01-17T00:00:00 | |
| pen10date | OFTString | 1 | 2024-02-02T00:00:00, 2024-02-02T00:00:00, 2024-02-02T00:00:00 | |
| pen15date | OFTString | 1 | 2024-03-19T00:00:00, 2024-03-19T00:00:00, 2024-03-19T00:00:00 | |
| realproper | OFTString | 1 | true, true, true | |
| formattedr | OFTString | 19.7k | 004109-23-3, 021912-23-3, 021949-23-3 | |
| delinquent | OFTString | 2 | false, false, false | |
| deletenoti | OFTString | 1 | false, false, false | |
| ownername1 | OFTString | 15.6k | BLUE LAKE FARM LLC, THOMPSON LENWARD L &, THOMPSON WALKER JR | |
| district | OFTString | 10 | 01, 01, 01 | |
| postmarkda | OFTString | 63 | 2023-10-31T00:00:00, 2023-12-04T00:00:00, 2023-11-30T00:00:00 | |
| delinque_1 | OFTString | 1 | false, false, false | |
| idhash | OFTString | 19.7k | 02AA74E375B124BF6B93A2DDDD4FD007, AA9624349AD8148FF078CD96E07BA7A0, 0F287462691E0DBC7B823EFA852FCA63 | |
| hash | OFTString | 19.7k | ||
| version | OFTString | 7 | 2, 2, 2 | |
| billingid | OFTString | 19.7k | 001-00-00-001-000, 002-00-00-001-000, 002-00-00-002-000 | |
| lastupdate | OFTString | 3.4k | 2023-11-01T04:02:30.4506064Z, 2023-12-05T05:03:08.0929015Z, 2023-12-01T05:03:07.4992845Z | |
| billdate | OFTString | 55 | 2023-09-30T00:00:00Z, 2023-09-30T00:00:00Z, 2023-09-30T00:00:00Z | |
| duedate | OFTString | 1 | 2024-01-16T00:00:00, 2024-01-16T00:00:00, 2024-01-16T00:00:00 | |
| paymentcat | OFTString | 1 | 1, 1, 1 | |
| year | OFTString | 1 | 2023, 2023, 2023 | |
| name | OFTString | 15.6k | BLUE LAKE FARM LLC, THOMPSON LENWARD L &, THOMPSON WALKER JR | |
| recordtype | OFTString | 1 | Property, Property, Property | |
| cartpaymen | OFTString | 6.2k | 0.0, 0.0, 0.0 | |
| requiresau | OFTString | 1 | false, false, false | |
| locked | OFTString | 1 | false, false, false | |
| requiresge | OFTString | 1 | true, true, true | |
| isdelinque | OFTString | 1 | false, false, false | |
| ownerline2 | OFTString | 14.6k | 2390 THOMSON QUARTER ROAD, 1665 AVALON DRIVE, 1277 CLYDE HOLLOW DR | |
| ownercity | OFTString | 802 | SHARON SC, ROCK HILL SC, CARLISLE SC | |
| ownerzip | OFTString | 1.1k | 29742, 29730, 29031 | |
| citygrosst | OFTString | 1.5k | 0.0, 0.0, 0.0 | |
| cityhomest | OFTString | 195 | 0.0, 0.0, 0.0 | |
| citylocalo | OFTString | 2.0k | 0.0, 0.0, 0.0 | |
| cityloca_1 | OFTString | 4 | 0.0, 0.0, 0.0 | |
| citymanufa | OFTString | 1 | 0.0, 0.0, 0.0 | |
| citymills | OFTString | 4 | 0.0, 0.0, 0.0 | |
| countygros | OFTString | 6.1k | 1622.39, 206.82, 137.88 | |
| countyhome | OFTString | 576 | 0.0, 0.0, 0.0 | |
| countyloca | OFTString | 4.1k | 137.06, 11.66, 7.77 | |
| countylo_1 | OFTString | 2 | 0.001554, 0.001554, 0.001554 | |
| countymanu | OFTString | 1 | 0.0, 0.0, 0.0 | |
| countylega | OFTString | 1.3k | 0.0, 0.0, 0.0 | |
| countymill | OFTString | 12 | 459.6, 459.6, 459.6 | |
| costs | OFTString | 1 | 0.0, 0.0, 0.0 | |
| fee1 | OFTString | 1 | 0.0, 0.0, 0.0 | |
| fee2 | OFTString | 1 | 0.0, 0.0, 0.0 | |
| fee3 | OFTString | 1 | 0.0, 0.0, 0.0 | |
| fee4 | OFTString | 1 | 0.0, 0.0, 0.0 | |
| fee5 | OFTString | 1 | 0.0, 0.0, 0.0 | |
| vehicleren | OFTString | 1 | 0.0, 0.0, 0.0 | |
| creditcard | OFTString | 51 | 0.0, 0.0, 0.0 | |
| decalfee | OFTString | 1 | 0.0, 0.0, 0.0 | |
| net_3pctpe | OFTString | 12.0k | 1529.89, 201.01, 134.01 | |
| net_10pctp | OFTString | 12.0k | 1633.86, 214.68, 143.12 | |
| net_15pctp | OFTString | 12.0k | 1708.13, 224.43, 149.63 | |
| lotassessm | OFTString | 417 | 0, 0, 300 | |
| acreassess | OFTString | 496 | 3530, 330, 0 | |
| buildingas | OFTString | 1.5k | 0, 120, 0 | |
| buildingap | OFTString | 2.9k | 0, 0, 0 | |
| building_1 | OFTString | 1.6k | 0, 2000, 0 | |
| building_2 | OFTString | 10 | 0, 0, 0 | |
| landapprai | OFTString | 890 | 88200, 0, 0 | |
| landappr_1 | OFTString | 1.1k | 0, 5500, 5000 | |
| landappr_2 | OFTString | 10 | 0, 0, 0 | |
| basetax | OFTString | 6.2k | 1622.39, 206.82, 137.88 | |
| penalty | OFTString | 1 | 0.0, 0.0, 0.0 | |
| interest | OFTString | 1 | 0.0, 0.0, 0.0 | |
| assessed | OFTString | 1.7k | 3530, 450, 300 | |
| appraised | OFTString | 4.2k | 88200, 7500, 5000 | |
| originalam | OFTString | 12.0k | 1485.33, 195.16, 130.11 | |
| amountdue | OFTString | 6.2k | 0.0, 0.0, 0.0 | |
| descriptio | OFTString | 9.5k | 886.73 AC, .39 AC, TR 2424 | |
| situsline1 | OFTString | 9.5k | 886.73 AC, .39 AC, TR 2424 | |
| homesteadc | OFTString | 2 | H, H, H | |
| ownerline1 | OFTString | 6.7k | THOMPSON BRENDA K - TTES, THOMPSON PAMELA, c/o PATRICIA T DUBOSE | |
| lendercode | OFTString | 19 | 0026, 0026, 0026 | |
| descript_1 | OFTString | 213 | RD S-12-742, GILCHRIST RD, HEAR FROM RADZIL | |
| replacedby | OFTString | 5 | 049303235, 049344235, 049497235 | |
| dornumber | OFTString | 9 | 6-1654574, 6-2403650, 6-1468235 | |
| towncode | OFTString | 3 | CH, GF, CH | |
| key | OFTString | 21.1k | 001-00-00-001-000, 002-00-00-001-000, 002-00-00-002-000 |
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.