27 attribute fields, profiled from the June 2021 vintage.
Columns in Hardeman County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| parcel_id | OFTString | 20.0k | 035001 00100, 035001 00200, 035001 00201 | |
| owner | OFTString | 13.5k | HARDISTER RAY ETUX ORA, MCCLANAHAN ED AND ALICE MCCLANAHAN, INMAN DENTIS ETUX BRENDA | |
| addr1 | OFTString | 11.5k | 3050 HILLVILLE RD, LIVING TRUST, 1945 SAMMONS RD | |
| addr2 | OFTString | 5.6k | WHITEVILLE, TN 38075, 1900 FAYETTE CORNER RD, WHITEVILLE, TN 38075 | |
| situs | OFTString | 15.8k | SAMMONS RD E OF, SAMMONS RD, SAMMONS RD 1945 | |
| total_val | OFTString | 3.1k | 144,100, 136,600, 184,800 | |
| land_val | OFTString | 2.1k | 144,100, 136,600, 70,100 | |
| imprv | OFTString | 2.2k | 0, 0, 114,700 | |
| assessd | OFTString | 2.5k | 0, 0, 17,925 | |
| use | OFTString | 15 | 11 - AGRICULTURAL, 11 - AGRICULTURAL, 11 - AGRICULTURAL | |
| legal | OFTString | 3.2k | BY WILL, WILL BK 13 PAGE 536, WILL BK 13 PAGE 536 | |
| acres | OFTString | 3.7k | 143.00, 63.40, 48.10 | |
| gislink | OFTString | 20.0k | 035001 00100, 035001 00200, 035001 00201 | |
| county_id | OFTInteger | 1 | 35, 35, 35 | |
| parcel_typ | OFTInteger | 2 | 1, 1, 1 | |
| calc_acre | OFTReal | 19.1k | 132.900354, 60.643074, 48.295173 | |
| parcelid | OFTString | 20.0k | 035 001 00100 000 2021, 035 001 00200 000 2021, 035 001 00201 000 2021 | |
| conum | OFTString | 1 | 035, 035, 035 | |
| cmap | OFTString | 286 | 001, 001, 001 | |
| gp | OFTString | 16 | A, A, A | |
| parcel | OFTString | 1.3k | 001.00, 002.00, 002.01 | |
| address | OFTString | 15.8k | SAMMONS RD E OF, SAMMONS RD, SAMMONS RD 1945 | |
| city | OFTString | 10 | 000, 000, 000 | |
| deedac | OFTReal | 3.1k | 143.0, 0.0, 48.1 | |
| calcac | OFTReal | 1.2k | 0.0, 63.4, 0.0 | |
| subdiv | OFTString | 599 | STEPHANIE BURKEEN, LOT 6, LOT A | |
| lot | OFTString | 3.4k | 3, 6, A |
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.