44 attribute fields, profiled from the October 2022 vintage.
Columns in Bamberg County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 11.7k | 0088-00-00-100, 0072-08-02-004, 0072-03-01-004 | |
| SITUS | OFTString | 7.8k | 130 DRIVE IN CT, 465,469,476,482 LOG BRAN, OFF MT CARMEL CEMETARY | |
| ADDR_NUMBE | OFTString | 3.3k | 130, 465 469 476 482, 48 | |
| STREET_PRE | OFTString | 7 | DRIVE, LOG BRAN, OFF MT | |
| STREET_NAM | OFTString | 1.2k | IN, CARMEL CEMETARY, CARMEL CEMETARY | |
| STREET_SUF | OFTString | — | ||
| STREET_TYP | OFTString | 27 | Ct, Rd, Rd | |
| SITUS_CITY | OFTString | 8 | BAMBERG, BAMBERG, BAMBERG | |
| SITUS_ZIP | OFTString | 8 | 29003, 29003, 29003 | |
| ADDR_SEC_U | OFTString | 3 | RO, RO, RO | |
| OWNER | OFTString | 8.3k | HUTTO CHARLES, STILL JIMMY, BOARD OF PUBLIC WORKS | |
| LAND_USE_C | OFTString | 39 | RG6;, RG6;, EX; | |
| LAND_US_01 | OFTString | 3 | Residential, Residential, Tax Exempt | |
| LAND_COVER | OFTString | 11.5k | {"42": 240, "71": 472}, {"22": 649}, {"21": 16, "90": 288} | |
| CROP_COVER | OFTString | 10.6k | {"142": 0.59, "190": 0.16}, {"121": 0.11, "122": 0.4}, {"121": 0.05, "141": 0.02, "142": 0.01, "190": 0.95} | |
| MUNI_ID | OFTInteger64 | 4 | 1938190, 1938190, 1938190 | |
| SCHOOL_DIS | OFTInteger64 | 6 | 4500930, 4500930, 4500930 | |
| ACREAGE | OFTReal | 2.7k | 1.0, 0.5, 1.14 | |
| ACREAGE_AD | OFTReal | 9.7k | 9.26213427031695, 0.936080643051725, 1.03649965403226 | |
| ZIP_CODE | OFTString | 9 | 29003, 29003, 29003 | |
| TAX_DIST | OFTString | 12 | 14-10, 14-10, 14-11 | |
| LEGAL_DESC | OFTString | 2.9k | 4 UNITS, SEGREGATED TO 0105-00-00-097, EX PER DOR 12-15-11 SID# 2610001 | |
| LEGAL_D_01 | OFTString | 7.8k | OFF US 601, APARTMENTS ON LOG BRANCH RD, PARCEL A | |
| MAIL_ADDRE | OFTString | 7.0k | PO BOX 382, 598 BROXTON BRIDGE RD, PO BOX 300 | |
| MAIL_AD_01 | OFTString | 1.2k | BAMBERG SC 29003, BAMBERG SC 29003, BAMBERG SC 29003 | |
| MAIL_NAME | OFTString | 8.3k | HUTTO CHARLES, STILL JIMMY, BOARD OF PUBLIC WORKS | |
| OWNER_OCCU | OFTString | 3 | F, F, F | |
| USPS_RESID | OFTString | 3 | ?, ?, ? | |
| COOWNER | OFTString | 3.3k | & JAMES CHARLES HUTTO, & JUNE B. STILL, CITY OF BAMBERG | |
| CENSUS_TRA | OFTInteger64 | 4 | 960200, 960200, 960200 | |
| CENSUS_BLK | OFTInteger | 7 | 4, 6, 6 | |
| CENSUS_BLO | OFTInteger | 560 | 4053, 6044, 6042 | |
| AREA_METER | OFTReal | 11.8k | 2999.71248367037, 2073.46690118172, 4194.48688451402 | |
| FLD_ZONE | OFTString | 4 | {AE}, {AE}, {A} | |
| ZONE_SUBTY | OFTString | 2 | {NULL}, {NULL}, {NULL} | |
| PLACE_GNIS | OFTInteger64 | 5 | 2405205, 2405205, 2405205 | |
| ALT_ID_1 | OFTString | 11.7k | 0088-00-00-100, 0072-08-02-004, 0072-03-01-004 | |
| ELEVATION | OFTString | 11.8k | ||
| ROBUST_ID | OFTString | 11.8k | AACv0dSGfEwHE0_w, AACv0QNszc-BOKMn, AACv0fa0SbIY568v | |
| CALC_ACREA | OFTReal | 11.8k | 0.741258951839785, 0.512374405951015, 1.03649965403226 | |
| COUNTY_NAM | OFTString | 1 | Bamberg, Bamberg, Bamberg | |
| COUNTY_FIP | OFTInteger64 | 1 | 45009, 45009, 45009 | |
| STATE_ABBR | OFTString | 1 | SC, SC, SC | |
| CTY_ROW_ID | OFTInteger64 | 11.8k | 8860, 6729, 6160 |
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.