42 attribute fields, profiled from the July 2022 vintage.
Columns in Livingston County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 28.4k | 185750, 185760, 185769 | |
| parcelnum | OFTReal | 3.8k | 36.2, 36.114, 11.0 | |
| c_print | OFTString | 28.3k | 224.-1-36.2, 224.-1-36.114, 223.-1-11 | |
| swiss | OFTInteger | 27 | 244200, 244200, 244200 | |
| tax_map | OFTString | 28.3k | 224.-1-36.2, 224.-1-36.114, 223.-1-11 | |
| printkey | OFTString | 28.3k | 224.-1-36.2, 224.-1-36.114, 223.-1-11 | |
| swisprint | OFTString | 28.4k | 244200 224.-1-36.2, 244200 224.-1-36.114, 244200 223.-1-11 | |
| parcel_add | OFTString | 23.6k | 11544 Coombs Rd, Coombs Rd, Coombs Rd | |
| town | OFTString | 26 | Ossian, Ossian, Ossian | |
| parcel_zip | OFTInteger | 23 | 14437, 14437, 14437 | |
| frontage | OFTReal | 4.2k | 0.0, 0.0, 0.0 | |
| depth | OFTReal | 4.7k | 0.0, 0.0, 0.0 | |
| acres | OFTReal | 3.7k | 0.88, 2.6, 50.0 | |
| deed_book | OFTInteger | 956 | 1275, 1282, 1264 | |
| deed_page | OFTInteger | 3.0k | 535, 173, 1596 | |
| propclass | OFTInteger | 187 | 210, 314, 322 | |
| land_asse | OFTInteger | 3.0k | 7900, 11800, 35000 | |
| total_asse | OFTInteger | 4.7k | 50700, 11800, 35000 | |
| school | OFTInteger | 18 | 24002, 24002, 24002 | |
| owner_name | OFTString | 22.6k | Manley, Brian, Rauber, Gregory M., Nebbia, Ronald | |
| owner_na_1 | OFTString | 585 | c/o Donald Miller, Attn: County Treasurer, Attn: County Treasurer | |
| owner_na_2 | OFTString | — | ||
| po_box | OFTInteger | 651 | 0, 0, 0 | |
| owner_add | OFTString | 20.0k | 7055 Main Rd, 4359 Graham Rd, 5088 East Lake Road | |
| owner_coun | OFTString | 2 | Israel 7625561, Israel 7625561, Canada | |
| owner_addr | OFTString | 61 | Livingston County, Livingston County, Livingston County | |
| owner_city | OFTString | 1.7k | LeRoy, NY 14482, Canaseraga, NY 14822, Livonia, NY 14487 | |
| pclastxt | OFTInteger | 187 | 210, 314, 322 | |
| loc_st_nbr | OFTString | 8.2k | 11544, 4274, 4250 | |
| loc_st_nam | OFTString | 1.1k | Coombs, Coombs, Coombs | |
| loc_mail_s | OFTString | 37 | Rd, Rd, Rd | |
| loc_post_d | OFTString | 5 | W, W, N | |
| loc_prefix | OFTString | 2 | S, S, N | |
| prop_class | OFTInteger | 187 | 210, 314, 322 | |
| assess_lu | OFTString | 183 | Single Family Residence, Rural Vacant Lots Smaller than 10 Acres, Residential Vacant Land Over 10 Acres | |
| gen_lu | OFTString | 21 | Residential, Vacant, Vacant | |
| shape_leng | OFTInteger | — | ||
| shape_star | OFTInteger | — | ||
| shape_stle | OFTInteger | — | ||
| printkey_1 | OFTString | 28.3k | 224.-1-36.2, 224.-1-36.114, 223.-1-11 | |
| starea() | OFTReal | 28.4k | 39791.902914, 113412.374717, 2175214.152987 | |
| stlength() | OFTReal | 28.4k | 798.046664, 1825.102011, 6410.805583 |
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.