114 attribute fields, profiled from the January 2024 vintage.
Columns in Lancaster County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| key | OFTString | 50.0k | 0006-00-062.00, 0006-00-061.00, 0006-00-063.00 | |
| parcel_id | OFTString | 50.0k | 0006-00-062.00, 0006-00-061.00, 0006-00-063.00 | |
| Acres | OFTString | 4.3k | 2.069 ACRES, 1.134 ACRES, 2 ACRES | |
| ParcelNumb | OFTString | 50.0k | 0006 -00-062.00, 0006 -00-061.00, 0006 -00-063.00 | |
| NumLots | OFTString | 3 | 0, 0, 0 | |
| NumBuildin | OFTString | 19 | 1, 1, 1 | |
| Pen3Date | OFTString | 1 | 2024-01-16T00:00:00, 2024-01-16T00:00:00, 2024-01-16T00:00:00 | |
| Pen10Date | OFTString | 1 | 2024-02-04T00:00:00, 2024-02-04T00:00:00, 2024-02-04T00:00:00 | |
| Pen15Date | OFTString | 1 | 2024-03-17T00:00:00, 2024-03-17T00:00:00, 2024-03-17T00:00:00 | |
| RealProper | OFTString | 1 | true, true, true | |
| FormattedR | OFTString | 50.0k | 045882-23-3, 038045-23-3, 052918-23-3 | |
| Delinquent | OFTString | 2 | false, false, false | |
| DeleteNoti | OFTString | 1 | false, false, false | |
| OwnerName1 | OFTString | 41.7k | SUMMIT PROPERTIES OF THE, PTM HOLDINGS 2 LLC, 1171 HOLDINGS LLC | |
| Descriptio | OFTString | 44.3k | 1202 FORT MILL HWY, 1162 FORT MILL HWY, 1171 FORT MILL HWY | |
| Descript_1 | OFTString | 45.5k | DB 331 134, DB 862 100, DB 831 169 | |
| District | OFTString | 11 | 10, 10, 10 | |
| PostmarkDa | OFTString | 97 | 2023-12-21T00:00:00, 2023-11-27T00:00:00, 2023-12-21T00:00:00 | |
| Delinque_1 | OFTString | 1 | false, false, false | |
| IDHash | OFTString | 50.0k | 072F4095D5593DBFB191A05E619EE240, 12D8311B102C1DC10C5DCBA017D7D7A3, 2FB73B837299E0C360ACAB92F00AE61E | |
| Hash | OFTString | 50.0k | ||
| Version | OFTString | 7 | 2, 2, 2 | |
| BillingID | OFTString | 50.0k | 0006 -00-062.00, 0006 -00-061.00, 0006 -00-063.00 | |
| LastUpdate | OFTString | 5.9k | 2023-12-21T23:40:13.5378136Z, 2023-11-27T16:37:56.9215414Z, 2023-12-21T23:40:13.631562Z | |
| BillDate | OFTString | 92 | 2023-09-21T00:00:00Z, 2023-09-21T00:00:00Z, 2023-09-21T00:00:00Z | |
| DueDate | OFTString | 1 | 2024-01-15T00:00:00, 2024-01-15T00:00:00, 2024-01-15T00:00:00 | |
| PaymentCat | OFTString | 1 | 1, 1, 1 | |
| Year | OFTString | 1 | 2023, 2023, 2023 | |
| Name | OFTString | 41.7k | SUMMIT PROPERTIES OF THE, PTM HOLDINGS 2 LLC, 1171 HOLDINGS LLC | |
| RecordType | OFTString | 1 | Property, Property, Property | |
| CartPaymen | OFTString | 3.4k | 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 | 40.1k | 239 CHARLESTON CT, 1070 SHORELINE DR, PO BOX 1146 | |
| OwnerCity | OFTString | 1.0k | INDIAN LAND SC, STANLEY NC, FORT MILL SC | |
| OwnerZip | OFTString | 1.6k | 29707, 28164, 29716 | |
| SitusLine1 | OFTString | 44.3k | 1202 FORT MILL HWY, 1162 FORT MILL HWY, 1171 FORT MILL HWY | |
| CityGrossT | OFTString | 1.9k | 0.0, 0.0, 0.0 | |
| CityHomest | OFTString | 104 | 0.0, 0.0, 0.0 | |
| CityLocalO | OFTString | 2.7k | 0.0, 0.0, 0.0 | |
| CityLoca_1 | OFTString | 3 | 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 | 3.9k | 9352.69, 26264.91, 10264.81 | |
| CountyHome | OFTString | 186 | 0.0, 0.0, 0.0 | |
| CountyLoca | OFTString | 12.5k | 390.74, 1097.28, 428.76 | |
| CountyLo_1 | OFTString | 2 | 0.000866, 0.000866, 0.000866 | |
| CountyManu | OFTString | 1 | 0.0, 0.0, 0.0 | |
| CountyLega | OFTString | 3.0k | 0.0, 0.0, 0.0 | |
| CountyMill | OFTString | 3 | 345.5, 345.5, 345.5 | |
| Costs | OFTString | 1 | 0.0, 0.0, 0.0 | |
| Fee1 | OFTString | 30 | 0.0, 0.0, 0.0 | |
| Fee2 | OFTString | 81 | 600.0, 1800.0, 750.0 | |
| Fee3 | OFTString | 2 | 0.0, 0.0, 0.0 | |
| Fee4 | OFTString | 87 | 660.0, 600.0, 360.0 | |
| Fee5 | OFTString | 11 | 0.0, 0.0, 0.0 | |
| VehicleRen | OFTString | 1 | 0.0, 0.0, 0.0 | |
| CreditCard | OFTString | 1 | 0.0, 0.0, 0.0 | |
| DecalFee | OFTString | 1 | 0.0, 0.0, 0.0 | |
| Net_3PctPe | OFTString | 25.2k | 10528.61, 28394.66, 11274.43 | |
| Net_10PctP | OFTString | 25.2k | 11244.15, 30324.39, 12040.66 | |
| Net_15PctP | OFTString | 25.2k | 11755.24, 31702.77, 12587.96 | |
| LotAssessm | OFTString | 586 | 0, 0, 0 | |
| AcreAssess | OFTString | 1.4k | 15530, 17960, 15300 | |
| BuildingAs | OFTString | 3.1k | 11540, 58060, 14410 | |
| BuildingAp | OFTString | 9.3k | 0, 0, 0 | |
| Building_1 | OFTString | 3.9k | 192400, 967685, 240100 | |
| Building_2 | OFTString | 8 | 0, 0, 0 | |
| LandApprai | OFTString | 8.0k | 0, 0, 0 | |
| LandAppr_1 | OFTString | 3.1k | 258800, 299385, 255000 | |
| LandAppr_2 | OFTString | 9 | 0, 0, 0 | |
| BaseTax | OFTString | 5.7k | 9352.69, 26264.91, 10264.81 | |
| Penalty | OFTString | 2.4k | 0.0, 0.0, 0.0 | |
| Interest | OFTString | 1 | 0.0, 0.0, 0.0 | |
| Assessed | OFTString | 3.7k | 27070, 76020, 29710 | |
| Appraised | OFTString | 14.5k | 451200, 1267070, 495100 | |
| OriginalAm | OFTString | 25.2k | 10221.95, 27567.63, 10946.05 | |
| AmountDue | OFTString | 3.4k | 0.0, 0.0, 0.0 | |
| OwnerLine1 | OFTString | 21.3k | CAROLINAS LLC, BEATY BRYAN HARLEY, MANTEKAS SOTIRIOS | |
| HomesteadC | OFTString | 2 | H, H, H | |
| TownCode | OFTString | 4 | V, V, V | |
| ReplacedBy | OFTString | 96 | 001709235, 001833235, 001789235 | |
| DORNumber | OFTString | 9 | 6-2538180, 6-2603924, 6-2729208 | |
| o_parcel_i | OFTString | 31.4k | 0006-00-062.00, 0006-00-061.00, 0006-00-063.00 | |
| pid | OFTString | 31.4k | 0006-00-062.00, 0006-00-061.00, 0006-00-063.00 | |
| account | OFTString | 31.4k | 548, 547, 549 | |
| map_no | OFTString | 31.4k | 0006-00-062.00, 0006-00-061.00, 0006-00-063.00 | |
| owner | OFTString | 28.3k | SUMMIT PROPERTIES OF THE, PTM HOLDINGS 2 LLC, 1171 HOLDINGS LLC | |
| mail_addr1 | OFTString | 27.6k | 239 CHARLESTON CT, 1070 SHORELINE DR, PO BOX 1146 | |
| mail_addr3 | OFTString | 954 | INDIAN LAND SC 29707, STANLEY NC 28164, FORT MILL SC 29716 | |
| situs | OFTString | 28.8k | 1202 FORT MILL HWY Indian Land 29707, 1162 FORT MILL HWY Indian Land 29707, 1171 FORT MILL HWY Indian Land 29707 | |
| use_code | OFTString | 14 | Non Qualified Commercial (NCOM), Non Qualified Commercial (NCOM), Non Qualified Commercial (NCOM) | |
| acres2 | OFTString | — | ||
| nbhd | OFTString | 55 | 2, 3, 2 | |
| fbaths | OFTString | 23 | 0, 0, 0 | |
| heat | OFTString | 31 | Pack Heat\Cool, Forced Hot Air, Unit Heaters | |
| yearbuilt | OFTString | 131 | 2005, 0, 0 | |
| style | OFTString | 69 | Service Garage (14-32 CLASS C AVG) / 35, Retail/Office Shopping(13-34 CLASS C AVERAGE) / 51, Service Garage (14-32 CLASS C AVG) / 35 | |
| totval | OFTString | 11.4k | 451,200, *1,383,100, 495,100 | |
| mktlnd | OFTString | 4.0k | 258,800, 326,800, 255,000 | |
| mktimpv | OFTString | 6.0k | 192,400, 1,040,200, 240,100 | |
| mkttot | OFTString | 9.0k | 451,200, 1,383,100, 495,100 | |
| assdval | OFTString | 11.1k | 27,072, 76,024, 29,706 | |
| saledate | OFTString | 7.8k | 4/10/2006, 4/1/2015, 11/6/2014 | |
| saleprice | OFTString | 9.0k | 300,000, 10, 435,000 | |
| salebook | OFTString | 689 | DEED, DEED, DEED | |
| salepage | OFTString | 2.6k | 331, 862, 831 | |
| lotsqft | OFTString | 5.3k | 4,800, 12,960, 4,840 | |
| livingsqft | OFTString | 4.2k | 3,500, 12,000, 4,400 | |
| condition | OFTString | 9 | Very Poor, Very Poor, Average | |
| stories | OFTString | 10 | 01, 01, 01 | |
| mail_addr2 | OFTString | 21 | `, 1301 S E 10TH ST, SUITE A |
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.