21 attribute fields, profiled from the February 2024 vintage.
Columns in Luzerne County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 50.0k | 173865, 56570, 56571 | |
| pin | OFTString | 50.0k | 03U4 00A020000, 26U5S3 001001000, 03U5S1 006008000 | |
| gis_pin | OFTString | 50.0k | 03U4 00A020000, 26U5S3 001001000, 03U5S1 006008000 | |
| long_pin | OFTString | 50.0k | 03-U4 -00A-020-000, 26-U5S3 -001-001-000, 03-U5S1 -006-008-000 | |
| mailing_ad | OFTString | 6.1k | GOOD LEE MNR, REAL ESTATE PROTECTOR TRUST, HOTA BARNALEE | |
| mailing__1 | OFTString | 50.0k | 35 TOP STREET, 3810 CEDAR AVENUE, 163 N IROQUOIS CIRCLE | |
| city | OFTString | 3.7k | WESTON, CAMP HILL, HAZLETON | |
| state | OFTString | 55 | PA, PA, PA | |
| zip_code | OFTString | 26.3k | 18256, 17011, 18202-9290 | |
| deeded_acr | OFTReal | 9.2k | 226.95, 0.275, 0.275 | |
| land_fav | OFTString | 3.1k | 24200, 29400, 45400 | |
| building_f | OFTString | 6.2k | 0, 116100, 145800 | |
| total_fav | OFTString | 7.2k | 24200, 145500, 191200 | |
| deed_bookp | OFTString | 50.0k | 03011-085839, 03021-251125, 03003-292436 | |
| status_cod | OFTString | 5 | 0, 0, 0 | |
| municipali | OFTString | 76 | 03, 26, 03 | |
| municipa_1 | OFTString | 76 | BLACK CREEK TOWNSHIP, HAZLE TOWNSHIP, BLACK CREEK TOWNSHIP | |
| plate_numb | OFTString | 50.0k | 3-395-3-D20-2, 26-C-46-R2-1-D1-D105-4, 3-C-66-1-R-1-D192A-1-D19 | |
| date_expor | OFTString | 1 | 01/31/2024, 01/31/2024, 01/31/2024 | |
| pub_owner | OFTString | 50.0k | TOLOTTI DANIEL AMANDA, SMITH MICHELLE L, PICCOLO CONSTANCE MARIE | |
| pub_careof | OFTString | 10.3k | BENITA MENDOZA, GRACE K NZAMEYO, LORETO D PABALAN |
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.