43 attribute fields, profiled from the May 2022 vintage.
Columns in Fulton County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 16.8k | 25-01-16-601-037.000-001, 25-01-16-601-044.000-001, 25-01-16-601-048.000-001 | |
| SITUS | OFTString | 9.3k | East of SR 17, East of SR 17, East of SR 17 | |
| ADDR_NUMBE | OFTString | 4.8k | 8994, 200, 2221 | |
| STREET_PRE | OFTString | 8 | E, E, E | |
| STREET_NAM | OFTString | 870 | of, of, of | |
| STREET_SUF | OFTString | 6 | W, W, W | |
| STREET_TYP | OFTString | 27 | St, St, Rd | |
| SITUS_CITY | OFTString | 15 | AKRON, KEWANNA, KEWANNA | |
| SITUS_ZIP | OFTString | 15 | 46910, 46939, 46939 | |
| ADDR_SEC_U | OFTString | 5 | Rear, Rear, Rear | |
| OWNER | OFTString | 9.3k | GIBBONS WALTER L & LILLIE BELL C/O MC ELROY JOHN, FIRST CHURCH OF DELIVERANCE, Langland Shannon | |
| TRANS_DATE | OFTDate | 4.0k | 2005-06-21, 1996-11-25, 2019-02-25 | |
| NGH_CODE | OFTString | 126 | 02212-001, 02212-001, 02212-001 | |
| LAND_USE_C | OFTString | 88 | 500, 500, 500 | |
| LAND_US_01 | OFTString | 5 | Residential, Residential, Residential | |
| LAND_COVER | OFTString | 15.2k | {"41": 386}, {"41": 371}, {"41": 373} | |
| CROP_COVER | OFTString | 13.3k | {"141": 0.11, "190": 0.04}, {"141": 0.22, "190": 0.07}, {"141": 0.29} | |
| MUNI_ID | OFTInteger64 | 8 | 453053, 453053, 453053 | |
| SCHOOL_DIS | OFTInteger64 | 5 | 1802520, 1802520, 1802520 | |
| ACREAGE | OFTReal | 4.2k | 0.143, 0.287, 0.287 | |
| MKT_VAL_LA | OFTReal | 1.6k | 400.0, 800.0, 800.0 | |
| MKT_VAL_BL | OFTReal | 2.3k | 0.0, 0.0, 0.0 | |
| MKT_VAL_TO | OFTReal | 2.9k | 400.0, 800.0, 800.0 | |
| ZIP_CODE | OFTString | 11 | 46975, 46975, 46975 | |
| SEWER | OFTString | 2 | N, N, N | |
| WATER | OFTString | 2 | N, N, N | |
| LEGAL_DESC | OFTString | 13.9k | SEC A LOTS 37 & 38 KINGS LAKE RES., SEC A LOTS 44 THRU 47 KINGS LAKE RES, SEC A LOTS 48 THRU 51 KINGS LAKE RES | |
| MAIL_ADDRE | OFTString | 8.2k | 3428 PROSPECT, PO Box 53601, 1800 Fayette Walk Apt F | |
| MAIL_AD_01 | OFTString | 1.1k | INDIANAPOLIS IN 46203-0000, CHICAGO IL 60653-0000, Hoffman Estates IL 60169-0000 | |
| OWNER_OCCU | OFTString | 3 | F, F, F | |
| USPS_RESID | OFTString | 3 | ?, ?, ? | |
| CENSUS_TRA | OFTInteger64 | 6 | 953200, 953200, 953200 | |
| CENSUS_BLK | OFTInteger | 6 | 4, 4, 4 | |
| CENSUS_BLO | OFTInteger | 483 | 4039, 4039, 4039 | |
| AREA_METER | OFTReal | 17.0k | 578.105603089078, 1162.29370181712, 1160.68615863037 | |
| PLACE_GNIS | OFTInteger64 | 4 | 2397420, 2397420, 2397420 | |
| ELEVATION | OFTString | 16.8k | ||
| ROBUST_ID | OFTString | 17.0k | AABGgYIo3CFUTGrA, AABGgV64jKaJHSPz, AABGgb20gexZ7rYP | |
| CALC_ACREA | OFTReal | 17.0k | 0.142855675579342, 0.287214396656029, 0.286817156659151 | |
| COUNTY_NAM | OFTString | 1 | Fulton, Fulton, Fulton | |
| COUNTY_FIP | OFTInteger64 | 1 | 18049, 18049, 18049 | |
| STATE_ABBR | OFTString | 1 | IN, IN, IN | |
| CTY_ROW_ID | OFTInteger64 | 17.0k | 4413, 3260, 5087 |
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.