36 attribute fields, profiled from the March 2023 vintage.
Columns in White County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 23.1k | 993, 1973, 6279 | |
| pin_18 | OFTString | 21.6k | 91-01-30-000-299.000-019, 91-01-30-000-399.000-019, 91-01-30-000-199.000-019 | |
| tax_10 | OFTString | 21.4k | 013-18530-00, 013-19350-00, 013-18550-00 | |
| property_s | OFTString | 15.6k | 1100 WEST, 1100 WEST & 1200 SOUTH, 1100 W | |
| property_c | OFTString | 34 | BROOKSTON, IN 47923, BROOKSTON, IN 47923, BROOKSTON, IN 47923 | |
| nbhd_code | OFTString | 107 | 190103, 190103, 190103 | |
| nbhd_name | OFTString | 77 | ROUND GROVE TWP, ROUND GROVE TWP, ROUND GROVE TWP | |
| prop_class | OFTInteger | 112 | 100, 100, 100 | |
| prop_cla_1 | OFTString | 111 | Agri Vacant land, Agri Vacant land, Agri Vacant land | |
| legal_acre | OFTReal | 5.7k | 80.0, 80.0, 80.0 | |
| political_ | OFTString | 12 | ROUND GROVE TOWNSHIP, ROUND GROVE TOWNSHIP, ROUND GROVE TOWNSHIP | |
| school_cor | OFTString | 5 | Tri-County School Corporation, Tri-County School Corporation, Tri-County School Corporation | |
| owner | OFTString | 13.1k | Barbara Merrick Hawkins Charitable Trust, Booth Burgett Farms LLC, Barbara Merrick Hawkins Charitable Trust | |
| owner_stre | OFTString | 11.1k | PO Box 542016, 1796 Sagamore Pkwy West, PO Box 542016 | |
| owner_city | OFTString | 909 | Omaha, NE 68154, West Lafayette, IN 47906, Omaha, NE 68154 | |
| legal_desc | OFTString | 21.2k | N SW; 26-25-06; 80.00; 525,577,654,655,656, S SW; 26-25-06; 80.00; 525,572,654,656, E SE; 27-25-06; 80.00; 525,577,654,656 | |
| land_value | OFTReal | 2.2k | 140800.0, 141800.0, 136700.0 | |
| improv_val | OFTReal | 3.4k | 0.0, 0.0, 0.0 | |
| tot_assess | OFTReal | 4.1k | 140800.0, 141800.0, 136700.0 | |
| photos | OFTInteger | 1 | 1, 1, 1 | |
| sales | OFTInteger | 2 | 0, 0, 0 | |
| calc_sq_ft | OFTReal | 19.7k | 111250.0, 105570.0, 147263.0 | |
| calc_ac | OFTReal | 9.0k | 2.554, 2.424, 3.381 | |
| latest_sal | OFTString | 6.3k | 2004-07-02, 2022-12-14, 2004-07-02 | |
| latest_s_1 | OFTReal | 1.9k | 0.0, 1325000.0, 0.0 | |
| row_guid | OFTString | — | ||
| deedbook | OFTString | 177 | 9910, 0505, 9807 | |
| deedpage | OFTString | 2.4k | 6054, 2204, 3846 | |
| loma | OFTString | 1 | 1, 1, 1 | |
| pin_18stri | OFTString | 21.6k | 910130000299000019, 910130000399000019, 910130000199000019 | |
| documentnu | OFTString | — | ||
| latest_s_2 | OFTInteger | 52 | 2004, 2022, 2004 | |
| notes | OFTString | 15 | IMP ON LEASED GROUND PARCEL 91-54-27-000-004.500-015, IMP on leased ground parcel 91-54-22-000-003.000-015, IMP ON LEASED GROUND 91-73-29-000-003.300-020 | |
| permit_fil | OFTString | 137 | 2022-11-17, 2022-06-09, 2022-08-02 | |
| shape_leng | OFTReal | 23.0k | 5275.61080997397, 10746.2650238141, 10525.1769125731 | |
| shape_area | OFTReal | 23.0k | 111249.717003109, 105570.081714765, 147263.522392263 |
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.