52 attribute fields, profiled from the May 2024 vintage.
Columns in Cumberland County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 50.0k | 01-21-0271-374UA-5, 01-21-0269-177, 01-21-0269-180 | |
| SITUS | OFTString | 50.0k | 2112 E MARKET STREET, 122 N 15TH STREET, 124 N 15TH STREET | |
| ADDR_NUMBE | OFTString | 5.7k | 2112, 122, 124 | |
| STREET_PRE | OFTString | 14 | E, N, N | |
| STREET_NAM | OFTString | 3.3k | MARKET, 15TH, 15TH | |
| STREET_SUF | OFTString | 4 | E, E, E | |
| STREET_TYP | OFTString | 48 | St, St, St | |
| SITUS_CITY | OFTString | 22 | CAMP HILL, CAMP HILL, CAMP HILL | |
| SITUS_ZIP | OFTString | 24 | 17011, 17011, 17011 | |
| ADDR_SEC_U | OFTString | 297 | (1/2), U-100, U-101 | |
| OWNER | OFTString | 50.0k | WERTZ DANIEL H & LINDA M, FRIEL JOHN A & DEBORAH A, STITZEL CORY | |
| TRANS_DATE | OFTDate | 11.7k | 2016-06-01, 2016-08-02, 2018-10-17 | |
| SALE_PRICE | OFTReal | 11.2k | 146000.0, 1.0, 154500.0 | |
| BLDG_SQFT | OFTInteger64 | 7.1k | 1476, 1040, 1440 | |
| LAND_USE_C | OFTString | 164 | 107.000000000000000, 101.000000000000000, 101.000000000000000 | |
| LAND_US_01 | OFTString | 4 | Residential, Residential, Residential | |
| LAND_COVER | OFTString | 50.0k | {"23": 112}, {"21": 89, "22": 190}, {"21": 218, "22": 216} | |
| CROP_COVER | OFTString | 48.3k | {"122": 0.02}, {"121": 0.09, "122": 0.17}, {"121": 0.22, "122": 0.21} | |
| MUNI_ID | OFTInteger64 | 33 | 1215146, 1215146, 1215146 | |
| SCHOOL_DIS | OFTInteger64 | 14 | 4204860, 4204860, 4204860 | |
| ACREAGE | OFTReal | 4.1k | 0.0, 0.27, 0.38 | |
| ACREAGE_AD | OFTReal | 50.0k | 0.019515120735694, 0.257655356511658, 0.430911616034631 | |
| MKT_VAL_LA | OFTReal | 4.0k | 0.0, 62000.0, 63400.0 | |
| MKT_VAL_BL | OFTReal | 7.4k | 157600.0, 97400.0, 157800.0 | |
| MKT_VAL_TO | OFTReal | 8.6k | 157600.0, 159400.0, 221200.0 | |
| ZIP_CODE | OFTString | 26 | 17011, 17011, 17011 | |
| HALFBATH | OFTReal | 13 | 1.0, 0.0, 1.0 | |
| FULLBATH | OFTReal | 10 | 2.0, 1.0, 1.0 | |
| BEDROOMS | OFTInteger64 | 18 | 2, 2, 2 | |
| TOTAL_ROOM | OFTInteger64 | 29 | 4, 4, 7 | |
| YEAR_BUILT | OFTInteger64 | 280 | 1986, 1953, 1950 | |
| LEGAL_DESC | OFTString | 50.0k | MB 333 PG 319, LOT LESS THAN 1 ACRE, LOT LESS THAN 1 ACRE | |
| MAIL_ADDRE | OFTString | 50.0k | 122 NORTH 15TH STREET, 124 NORTH 15TH STREET, 128 NORTH 15TH STREET | |
| MAIL_AD_01 | OFTString | 1.5k | APT 101, SUITE A, SUITE 4 | |
| MAIL_AD_02 | OFTString | 2.6k | CAMP HILL PA 17011, CAMP HILL PA 17011, CAMP HILL PA 17011 | |
| OWNER_OCCU | OFTString | 3 | ?, T, T | |
| USPS_RESID | OFTString | 3 | ?, T, T | |
| CENSUS_TRA | OFTInteger64 | 49 | 10400, 10500, 10500 | |
| CENSUS_BLK | OFTInteger | 5 | 3, 2, 2 | |
| CENSUS_BLO | OFTInteger | 730 | 3071, 2030, 2030 | |
| AREA_METER | OFTReal | 50.0k | 78.9734156274292, 1042.67474611168, 1743.80484818353 | |
| FLD_ZONE | OFTString | 22 | {AE,X,AE}, {AE,X,AE}, {X} | |
| ZONE_SUBTY | OFTString | 21 | {NULL,"0.2 PCT ANNUAL CHANCE FLOOD HAZARD",FLOODWAY}, {NULL,"0.2 PCT ANNUAL CHANCE FLOOD HAZARD",FLOODWAY}, {"0.2 PCT ANNUAL CHANCE FLOOD HAZARD"} | |
| PLACE_GNIS | OFTInteger64 | 22 | 1215146, 1215146, 1215146 | |
| ALT_ID_1 | OFTString | 50.0k | 01-21-0271-374UA-5, 01-21-0269-177, 01-21-0269-180 | |
| ELEVATION | OFTString | 50.0k | ||
| ROBUST_ID | OFTString | 50.0k | AACkOblMqtwqasrB, AACkOVZW6wOV4Odu, AACkOYl5aAWG8dXU | |
| CALC_ACREA | OFTReal | 50.0k | 0.019515120735694, 0.257655356511657, 0.430911616034632 | |
| COUNTY_NAM | OFTString | 1 | Cumberland, Cumberland, Cumberland | |
| COUNTY_FIP | OFTInteger64 | 1 | 42041, 42041, 42041 | |
| STATE_ABBR | OFTString | 1 | PA, PA, PA | |
| CTY_ROW_ID | OFTInteger64 | 50.0k | 88182, 87722, 88229 |
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.