19 attribute fields, profiled from the June 2022 vintage.
Columns in Pearl River County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| objectid | OFTInteger | 50.0k | 38899, 33805, 33806 | |
| map_num | OFTString | 354 | 215-800, 618-100, 618-100 | |
| apn | OFTString | 43.9k | 2158280000002303, 6181050000000500, 6181050000000600 | |
| acres | OFTReal | 42.2k | 5.987558, 221.330452, 9.816514 | |
| ppin | OFTReal | 43.6k | 44400.0, 28306.0, 28307.0 | |
| name | OFTString | 29.6k | CIRCLE DICKENS LLC, U S A, ROBBINS L KENT | |
| address_1 | OFTString | 7.3k | P O BOX 683, P O BOX 683, P O BOX 683 | |
| address_2 | OFTString | 22.3k | 1249 OLD HWY 24, P O BOX 1428, 428 OAK LANE | |
| address_3 | OFTString | 249 | 1206 SIXTH AVE, 125 DICK KENNEDY RD, 8 MORNING GLORY DR | |
| address_4 | OFTString | 15 | 111 FARRINGTON PLACE, MS 0555, 606 CLAY STREET | |
| address_5 | OFTString | 1 | 665 RIDGEWOOD LOOP | |
| address_6 | OFTString | 2.0k | SUMRALL MS39482, PICAYUNE MS39466, PICAYUNE MS39466 | |
| book | OFTString | 1.1k | 1026, 0410, 579 | |
| page | OFTString | 11.2k | 0001, 0415, 520 | |
| year | OFTReal | 111 | 2010.0, 1985.0, 1992.0 | |
| ppinint | OFTInteger | 43.6k | 44400, 28306, 28307 | |
| ppin_2 | OFTString | 43.6k | 044400, 028306, 028307 | |
| shape__are | OFTReal | 49.9k | 260818.036617, 9641154.471298, 427607.35527 | |
| shape__len | OFTReal | 49.9k | 2418.557761, 13540.14141, 2672.063938 |
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.