27 attribute fields, profiled from the April 2018 vintage.
Columns in Santa Barbara County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 50.0k | 005030007, 005491002, 005492004 | |
| SITUS | OFTString | 50.0k | 2625 EAST VALLEY RD, 2718 EAST VALLEY RD, 2765 EAST VALLEY RD | |
| ADDR_NUMBE | OFTString | 7.7k | 2625, 2718, 2765 | |
| STREET_PRE | OFTString | 5 | E, E, E | |
| STREET_NAM | OFTString | 3.5k | VALLEY, VALLEY, VALLEY | |
| STREET_SUF | OFTString | 4 | E, E, E | |
| STREET_TYP | OFTString | 38 | Rd, Rd, Rd | |
| SITUS_CITY | OFTString | 15 | SANTA BARBARA, SANTA BARBARA, SANTA BARBARA | |
| SITUS_ZIP | OFTString | 24 | 93108, 93108, 93108 | |
| ADDR_SEC_U | OFTString | 8 | UNIT, UNIT, UNIT | |
| ADDR_SE_01 | OFTString | 282 | 1, 2, 3 | |
| OWNER | OFTString | 50.0k | KIMBALL-GRIFFITH LP, RADIS 2000 FAMILY LIVING TRUST 5/3/00, KOLB FAMILY TRUST | |
| BLDG_SQFT | OFTInteger64 | 5.4k | 1435, 2560, 2989 | |
| LAND_USE_C | OFTString | 579 | 0100, 0100, 0100 | |
| LAND_US_01 | OFTString | 5 | Residential, Residential, Residential | |
| MUNI_ID | OFTInteger64 | 7 | 1935042, 1935042, 1935042 | |
| SCHOOL_DIS | OFTInteger64 | 6 | 607560, 607560, 607560 | |
| ACREAGE | OFTReal | 4.9k | 29.17, 0.79, 0.86 | |
| MKT_VAL_LA | OFTReal | 29.5k | 177728.0, 775000.0, 1497525.0 | |
| ZIP_CODE | OFTString | 27 | 93108, 93108, 93108 | |
| TOTAL_BATH | OFTReal | 63 | 2.0, 3.0, 3.5 | |
| BEDROOMS | OFTInteger64 | 32 | 1, 3, 3 | |
| YEAR_BUILT | OFTInteger64 | 232 | 1982, 1980, 1986 | |
| MAIL_ADDRE | OFTString | 6.2k | SANTA BARBARA CA 93108, SANTA BARBARA CA 93108 USA, SANTA BARBARA CA 93108 USA | |
| MAIL_AD_01 | OFTString | 1.7k | C/O NANCY POZZEBON, C/O NANCY POZZEBON, C/O NANCY POZZEBON | |
| MAIL_AD_02 | OFTString | 50.0k | 660 LILAC DR, 879 TORO CANYON RD, 2765 EAST VALLEY RD | |
| COOWNER | OFTString | 38 | WHITNEY HOMES INC, SUGAWARA DAVID P/LAN, ESTATE REPRESENTATIVE |
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.