80 attribute fields, profiled from the March 2023 vintage.
Columns in Huntingdon County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| taxidnum | OFTString | 29.8k | 12-15-05.1, 12-15-04.1, 12-15-09.3 | |
| cama_acres | OFTReal | 4.2k | 167.05, 0.95, 4.1 | |
| mcf | OFTString | 46 | 20120, 20120, 20120 | |
| mcn | OFTString | 60 | Dublin Twp, Dublin Twp, Dublin Twp | |
| landuse | OFTString | 22 | Agri, Resi, Vaca | |
| parcel_id | OFTReal | 29.7k | 6007.0, 6004.0, 6016.0 | |
| tax_map | OFTString | 29.7k | 12-15-05.1, 12-15-04.1, 12-15-09.3 | |
| city_distr | OFTReal | 55 | 12.0, 12.0, 12.0 | |
| city_name | OFTString | 48 | Dublin Twp, Dublin Twp, Dublin Twp | |
| property_a | OFTString | 21.8k | 25493 TANNERY ROAD, 26103 CROGHAN PIKE, 25210 TANNERY ROAD | |
| property_c | OFTString | 197 | DUBLIN TWP, BURNT CABINS, DUBLIN TWP | |
| property_z | OFTReal | 55 | 0.0, 0.0, 0.0 | |
| sale_date | OFTString | 10.2k | 6/2/1971, 10/31/1990, 7/20/1985 | |
| sale_price | OFTReal | 2.1k | 0.0, 0.0, 3000.0 | |
| deed_book | OFTString | 1.1k | 61, 96, 267 | |
| deed_page | OFTString | 7.0k | 233, 93, 765 | |
| year_built | OFTReal | 171 | 0.0, 1971.0, 0.0 | |
| living_are | OFTReal | 1.9k | 0.0, 1884.0, 0.0 | |
| property_1 | OFTString | 9 | A, R, V | |
| property_2 | OFTString | 9 | Agricultural, Residential, Vacant Land | |
| primary_la | OFTReal | 59 | 47.0, 13.0, 48.0 | |
| primary__1 | OFTString | 59 | Vacant Land, Building - Private, Vacant Lot | |
| property_t | OFTReal | 25 | 7.0, 1.0, 4.0 | |
| property_3 | OFTString | 24 | Agriculture, Residential, Vacant Lot | |
| county_tax | OFTReal | 1.3k | 148.8, 689.29, 70.12 | |
| township_t | OFTReal | 5.8k | 6.96, 32.24, 3.28 | |
| school_tax | OFTReal | 4.5k | 280.21, 1297.98, 132.05 | |
| land_value | OFTReal | 602 | 6960.0, 2160.0, 3280.0 | |
| improvemen | OFTReal | 1.2k | 0.0, 30080.0, 0.0 | |
| total_valu | OFTReal | 1.4k | 6960.0, 32240.0, 3280.0 | |
| clean___gr | OFTString | 2 | -1, -1, -1 | |
| owner_name | OFTString | 22.1k | WITT JAMES E JR & JUDITH, HALL LARRY W & AUDREY K, MUMMA RICHARD E & SARAH H | |
| owner_addr | OFTString | 20.6k | PO BOX 2, 25493 TANNERY RD, PO BOX 17 | |
| owner_ad_1 | OFTString | 9.2k | BURNT CABINS, PA 17215, BURNT CABINS, PA 17215, BURNT CABINS, PA 17215 | |
| owner_ad_2 | OFTString | 1.4k | BURNT CABINS, PA 17215, BURNT CABINS PA 17215, BURNT CABINS PA 17215 | |
| owner_ad_3 | OFTString | 125 | BURNT CABINS PA 17215, LEMASTERS PA 17231, MOUNT WOLF PA 17347 | |
| owner_ad_4 | OFTString | — | ||
| hs_fs_effe | OFTString | 53 | 2010-01-01, 2005-01-01, 2007-01-01 | |
| first_floo | OFTReal | 20 | 0.0, 5.0, 0.0 | |
| second_flo | OFTReal | 18 | 0.0, 0.0, 0.0 | |
| third_floo | OFTReal | 15 | 0.0, 0.0, 0.0 | |
| bedroom_co | OFTReal | 18 | 0.0, 3.0, 0.0 | |
| total_peri | OFTReal | 438 | 0.0, 336.0, 0.0 | |
| design_cod | OFTReal | 10 | 0.0, 20.0, 0.0 | |
| quality_co | OFTString | 13 | 3+5, 3, 3+10 | |
| exterior_w | OFTString | — | ||
| roof_code | OFTReal | 14 | 0.0, 10.0, 0.0 | |
| foundation | OFTReal | 6 | 0.0, 20.0, 0.0 | |
| basement_c | OFTReal | 8 | 0.0, 10.0, 0.0 | |
| heating_co | OFTReal | 16 | 0.0, 70.0, 0.0 | |
| heating_no | OFTString | 103 | BB, BB, BB | |
| school_dis | OFTReal | 7 | 12.0, 12.0, 12.0 | |
| school_nam | OFTString | 6 | Southern Huntingdon Co, Southern Huntingdon Co, Southern Huntingdon Co | |
| area | OFTReal | 28.7k | 8015656.68934136, 44624.661386629, 174073.515365761 | |
| len | OFTReal | 28.7k | 23208.6815562795, 948.40455862733, 1823.99027263142 | |
| deed_loci | OFTString | 25.5k | 61 - 233, 96 - 93, 267 - 765 | |
| p_id | OFTInteger | 29.7k | 6007, 6004, 6016 | |
| date_ | OFTString | 1.5k | 2022-11-22, 3000-03-01, 3000-03-01 | |
| map_acres | OFTReal | 28.7k | 184.0148933, 1.02444536, 3.99619402 | |
| cngrun | OFTString | 124 | 11/22/22, 1/20/11, 2/2/10 | |
| dist | OFTString | 54 | 12, 12, 12 | |
| stf | OFTString | 4 | 42, 42, 42 | |
| cof | OFTString | 9 | 61, 61, 61 | |
| pin | OFTString | 29.7k | 12-15-05.1, 12-15-04.1, 12-15-09.3 | |
| stco | OFTString | 1 | 42061, 42061, 42061 | |
| acres | OFTReal | 4.1k | 167.05, 0.95, 4.1 | |
| distnum | OFTString | 55 | 12, 12, 12 | |
| sheetnum | OFTString | 70 | 15, 15, 15 | |
| parcelnum | OFTString | 3.0k | 05.1, 04.1, 09.3 | |
| pagename | OFTString | 131 | SHEET 15, SHEET 15, SHEET 15 | |
| homestead | OFTReal | 12 | 0.0, 2018.0, 0.0 | |
| farmstead | OFTString | 192 | 8640, 12000, 4240 | |
| condition | OFTString | 4 | VG, A, A | |
| saledate2 | OFTString | 10.2k | 1971-06-02, 1990-10-31, 1985-07-20 | |
| created_us | OFTString | 1 | GISADMIN, GISADMIN, GISADMIN | |
| created_da | OFTString | 1 | 2023-02-24, 2023-02-24, 2023-02-24 | |
| last_edite | OFTString | 1 | GISADMIN, GISADMIN, GISADMIN | |
| last_edi_1 | OFTString | 1 | 2023-02-24, 2023-02-24, 2023-02-24 | |
| objectid | OFTInteger | 29.8k | 9848738, 9853788, 9853792 | |
| oid_ | OFTInteger | — |
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.