40 attribute fields, profiled from the March 2022 vintage.
Columns in Cambria County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| district_n | OFTInteger | 90 | 50, 50, 50 | |
| control_nu | OFTInteger | 50.0k | 70228, 71838, 68491 | |
| map_number | OFTString | 50.0k | 50-006. -112.000, 50-010. -195.000, 50-011. -100.000 | |
| school_dis | OFTInteger | 14 | 11650, 11650, 11650 | |
| owner_name | OFTString | 50.0k | KOPRIVA WILLIAM F, KLEMENTIK RUTH W, JENKINS DAVID M & ANNE P | |
| owner_na_1 | OFTString | 7.4k | AUTHORITY, ASSN, AUTH | |
| owner_addr | OFTString | 50.0k | 125 PENROD ST, PO BOX 188, 416 LUZERNE ST | |
| owner_ad_1 | OFTString | 3.6k | 377 MOORE ST, PO BOX 1192, PO BOX 1192 | |
| owner_ad_2 | OFTString | 163 | PO BOX 1911, PO BOX 5480, PO BOX 5480 | |
| owner_city | OFTString | 1.9k | JOHNSTOWN, WINDBER, JOHNSTOWN | |
| owner_stat | OFTString | 55 | PA, PA, PA | |
| owner_zip | OFTString | 2.5k | 15902, 15963, 15905 | |
| deed_book | OFTString | 3.0k | 2159, 1798, 2371 | |
| deed_page | OFTString | 2.7k | 394, 1296, 448 | |
| land_use_c | OFTString | 11 | R, A, A | |
| situs_desc | OFTString | 50.0k | EISENHOWER BLVD, MINE 37 ROAD, BACK MINE 37 | |
| situs_de_1 | OFTString | 4.5k | DBA JIM BABISH AUTO SALES, DBA HINES EQUIPMENT, DBA KOHL BUILDING PRODUCTS | |
| property_d | OFTString | 28.9k | H G AP, CB AP, CBS AP FENCE | |
| property_1 | OFTString | 1.5k | AUG 10 1967, JULY 15 1991 PRIVATE SALE, DUGOUTS CONCESSION STAND | |
| property_2 | OFTString | 26 | UNIT #104, L# 1 & 2, RICHLAND FITNESS | |
| acreage | OFTReal | 3.2k | 12.9, 274.86, 123.3 | |
| cur_land_v | OFTInteger | 2.3k | 2860, 113140, 24660 | |
| cur_improv | OFTInteger | 6.4k | 47110, 17100, 177140 | |
| cur_minera | OFTInteger | 1 | 480 | |
| cur_total_ | OFTInteger | 7.0k | 2860, 113140, 7200 | |
| grantor | OFTString | 50.0k | KOPRIVA WILLIAM F & BARBARA A, WHALLEY RUTH A EST, EAGLE LAND HOLDINGS INC * | |
| sale_amoun | OFTInteger | 4.5k | 1, 1, 34000 | |
| sale_month | OFTInteger | 12 | 8, 3, 11 | |
| sale_day | OFTInteger | 31 | 26, 14, 10 | |
| sale_centu | OFTInteger | 11 | 20, 20, 20 | |
| sale_year | OFTInteger | 84 | 6, 2, 9 | |
| recorder_i | OFTInteger | 34 | 2018, 2019, 2020 | |
| recorder_1 | OFTInteger | 10.6k | 10581, 10121, 2477 | |
| lucluscomb | OFTString | 235 | R122, A119, A138 | |
| parcel_typ | OFTString | 1 | S, S, S | |
| objectid | OFTInteger | 50.0k | 56147, 56384, 56408 | |
| txcontroli | OFTString | 50.0k | 50-70228, 50-71838, 50-68491 | |
| globalid | OFTString | 50.0k | 77bfdaa6-e264-4e00-a597-b67bcfc4ec24, ddcf515b-4a7d-4b21-a847-4bf4cbfec93f, 9755432b-aabe-483d-812b-7b81e9a8b203 | |
| shape__are | OFTReal | 50.0k | 554923.36969, 11890228.959534, 5369495.103271 | |
| shape__len | OFTReal | 50.0k | 4978.210122, 29464.003358, 12785.79025 |
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.