29 attribute fields, profiled from the March 2024 vintage.
Columns in Monroe County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 50.0k | 49282, 49289, 49271 | |
| township | OFTString | 22 | 06, 06, 06 | |
| mapnumber | OFTString | 50.0k | 06622500546874, 06622500631405, 06622400891049 | |
| parid | OFTString | 50.0k | 06.10.1.32, 06.9.1.4, 06.92661 | |
| owner | OFTString | 50.0k | SMITH JAMES L JR & SHIRLEY J, BORGER JODY R & REBECCA J, SMITH CHRISTOPHER L | |
| add1 | OFTString | 50.0k | 326 CORRELL RD, 253 WEIR LAKE RD, SMITH BARBARA L | |
| add2 | OFTString | 6.7k | 1148 LOWER SMITH GAP RD, 993 ROUTE 115, 993 ROUTE 115 | |
| add3 | OFTString | — | ||
| city | OFTString | 3.1k | KUNKLETOWN, SAYLORSBURG, KUNKLETOWN | |
| state | OFTString | 54 | PA, PA, PA | |
| zip | OFTString | 3.9k | 18058, 18353, 18058 | |
| acreage | OFTReal | 4.0k | 53.41, 106.8, 20.5 | |
| location | OFTString | 50.0k | 326 CORRELL RD, 145 KUNKLETOWN RD, 1148 LOWER SMITH GAP RD | |
| legal | OFTString | 48.6k | REMAINING LND, LOT 1, LOT 1 | |
| lastupdate | OFTString | 1.2k | 2020-04-03, 2020-04-03, 2020-04-03 | |
| ias_taxyea | OFTReal | 1 | 2024.0, 2024.0, 2024.0 | |
| citystzip | OFTString | 4.3k | KUNKLETOWN PA 18058, SAYLORSBURG PA 18353, KUNKLETOWN PA 18058 | |
| deedbook | OFTReal | 2.5k | 995.0, 2345.0, 2062.0 | |
| deedpage | OFTReal | 10.0k | 127.0, 6083.0, 6211.0 | |
| saledate | OFTString | 12.0k | 12/18/1979, 11/26/2008, 04/20/1999 | |
| saleamt | OFTReal | 7.6k | 1.0, 500000.0, 1.0 | |
| homesteadf | OFTString | 1 | H, H, H | |
| class | OFTString | 7 | 7, 7, 7 | |
| bldgvalue | OFTReal | 27.0k | 88050.0, 219210.0, 169400.0 | |
| prefvalue | OFTReal | 1.8k | 46740.0, 85650.0, 27110.0 | |
| landvalue | OFTReal | 11.3k | 125920.0, 293570.0, 109110.0 | |
| landuse | OFTReal | 77 | 829.0, 811.0, 921.0 | |
| ias_neighc | OFTString | 364 | 06R01, 06R01, 06R01 | |
| stname | OFTString | 8.3k | CORRELL RD, KUNKLETOWN RD, LOWER SMITH GAP RD |
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.