29 attribute fields, profiled from the August 2019 vintage.
Columns in Forsyth County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 50.0k | 113 688, 113 666, 113 687 | |
| SITUS | OFTString | 50.0k | 3205 EAST GATE DR, 3210 EAST GATE DR, 3215 EAST GATE DR | |
| ADDR_NUMBE | OFTString | 6.1k | 3205, 3210, 3215 | |
| STREET_PRE | OFTString | 4 | E, E, E | |
| STREET_NAM | OFTString | 3.9k | GATE, GATE, GATE | |
| STREET_SUF | OFTString | 5 | E, E, E | |
| STREET_TYP | OFTString | 59 | Dr, Dr, Dr | |
| SITUS_CITY | OFTString | 7 | CUMMING, CUMMING, CUMMING | |
| SITUS_ZIP | OFTString | 10 | 30041, 30041, 30041 | |
| OWNER | OFTString | 50.0k | BENAS ROBIN C, FLICKER LISA ANN &, KHAN OWAIS & | |
| BLDG_SQFT | OFTInteger64 | 7.6k | 2821, 2876, 2854 | |
| NGH_CODE | OFTString | 1.2k | 00706, 00706, 00706 | |
| LAND_USE_C | OFTString | 66 | 0100, 0100, 0100 | |
| LAND_US_01 | OFTString | 4 | Residential, Residential, Residential | |
| LAND_COVER | OFTString | 16.9k | {"21": 2, "22": 3}, {"21": 3, "22": 4}, {"21": 2, "22": 5} | |
| MUNI_ID | OFTInteger64 | 4 | 1936110, 1936110, 1936110 | |
| SCHOOL_DIS | OFTInteger64 | 4 | 1302220, 1302220, 1302220 | |
| MKT_VAL_LA | OFTReal | 7.7k | 80000.0, 80000.0, 80000.0 | |
| ZIP_CODE | OFTString | 10 | 30041, 30041, 30041 | |
| BUILDINGS | OFTInteger64 | 46 | 1, 1, 1 | |
| YEAR_BUILT | OFTInteger64 | 137 | 2003, 2002, 2003 | |
| MAIL_ADDRE | OFTString | 1.9k | CUMMING GA 30041, ALPHARETTA GA 30022, CUMMING GA 30041 | |
| MAIL_AD_01 | OFTString | 50.0k | 3205 E GATE DR, 2125 NORTHWICK PASS WAY, 3215 E GATE DR | |
| OWNER_OCCU | OFTString | 3 | T, F, T | |
| AREA_METER | OFTReal | 50.0k | 2131.9807180399, 2326.80349346373, 2326.67314974357 | |
| CALC_ACREA | OFTReal | 50.0k | 0.52683375523484, 0.574976411269822, 0.574944202033134 | |
| COUNTY_NAM | OFTString | 1 | Forsyth, Forsyth, Forsyth | |
| COUNTY_FIP | OFTInteger64 | 1 | 13117, 13117, 13117 | |
| STATE_ABBR | OFTString | 1 | GA, GA, GA |
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.