39 attribute fields, profiled from the February 2024 vintage.
Columns in Marion County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 5.5k | C07 2 20, 81 15, 96 10B | |
| SITUS | OFTString | 3.6k | 357 ADJ E 6TH AVE, 2508 ADJ E HWY 26 GA, 1088 ADJ MT PLEASANT RD | |
| ADDR_NUMBE | OFTString | 1.6k | 357, 2508, 1088 | |
| STREET_PRE | OFTString | 27 | ADJ E, ADJ E HWY, ADJ MT | |
| STREET_NAM | OFTString | 360 | 6TH, 26, PLEASANT | |
| STREET_SUF | OFTString | 3 | S, E, E | |
| STREET_TYP | OFTString | 22 | Ave, Rd, Rd | |
| SITUS_CITY | OFTString | 5 | BUENA VISTA, BUENA VISTA, BUENA VISTA | |
| SITUS_ZIP | OFTString | 5 | 31803, 31803, 31803 | |
| OWNER | OFTString | 4.0k | SALES BERTHA, LEVY ROBERT A, LaTOUR BRITTANY & GERALD | |
| NGH_CODE | OFTString | 10 | 2, 0, 0 | |
| LAND_USE_C | OFTString | 21 | R3 - Residential, R4 - Residential, R4 - Residential | |
| LAND_US_01 | OFTString | 5 | Residential, Residential, Residential | |
| LAND_COVER | OFTString | 5.5k | {"21": 12, "22": 51, "43": 636, "71": 63}, {"21": 176, "22": 20, "42": 280, "71": 75}, {"41": 32, "42": 57, "43": 227, "71": 677, "90": 12} | |
| CROP_COVER | OFTString | 5.5k | {"122": 0.06, "142": 0.27, "176": 0.29}, {"143": 0.33}, {"123": 0.37} | |
| MUNI_ID | OFTInteger64 | 2 | 1936143, 1936143, 1936143 | |
| SCHOOL_DIS | OFTInteger64 | 5 | 1303540, 1303540, 1303540 | |
| ACREAGE | OFTReal | 2.1k | 6.57, 20.39, 4.62 | |
| ACREAGE_AD | OFTReal | 4.6k | 6.15391197932849, 20.3938501959498, 4.27265263166259 | |
| ZIP_CODE | OFTString | 6 | 31803, 31803, 31803 | |
| LEGAL_DESC | OFTString | 4.4k | 6.57 ACRES HWY 26, 20.39 AC GA HWY 26 E, 4.62 AC. LL 15 & 16 - 3RD LD | |
| MAIL_ADDRE | OFTString | 3.7k | 112 CHURCH ST, 4051 SW 1ST STREET, 3351 La SALLE AVE. | |
| MAIL_AD_01 | OFTString | 753 | 4051 SW 1ST STREET, P O BOX 462, PO BOX 940 (HOMER BARROW) | |
| MAIL_AD_02 | OFTString | 594 | BUENA VISTA GA 31803, FORT LAUDERDALE FL 33317, SAINT CLOUD FL 34772 | |
| OWNER_OCCU | OFTString | 3 | F, F, F | |
| USPS_RESID | OFTString | 3 | T, ?, ? | |
| CENSUS_TRA | OFTInteger64 | 2 | 920200, 920200, 920200 | |
| CENSUS_BLK | OFTInteger | 3 | 1, 1, 1 | |
| CENSUS_BLO | OFTInteger | 354 | 1027, 1012, 1002 | |
| ZONING | OFTString | 8 | Residential, R-2, R-2 | |
| AREA_METER | OFTReal | 5.5k | 24903.532755973, 82529.4411231833, 17290.4885745724 | |
| PLACE_GNIS | OFTInteger64 | 3 | 2403949, 2403949, 2403949 | |
| ELEVATION | OFTString | 5.5k | ||
| ROBUST_ID | OFTString | 5.5k | AAAzjW1OVrZHyrFo, AAAzjU2S9y5iwJIA, AAAzjbbhPqIYr-lO | |
| CALC_ACREA | OFTReal | 5.5k | 6.15391197932849, 20.3938501959498, 4.27265263166259 | |
| COUNTY_NAM | OFTString | 1 | Marion, Marion, Marion | |
| COUNTY_FIP | OFTInteger64 | 1 | 13197, 13197, 13197 | |
| STATE_ABBR | OFTString | 1 | GA, GA, GA | |
| CTY_ROW_ID | OFTInteger64 | 5.5k | 5081, 3523, 4311 |
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.