46 attribute fields, profiled from the January 2021 vintage.
Columns in Marin County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 50.0k | 190-081-31, 190-081-39, 190-081-30 | |
| SITUS | OFTString | 50.0k | 380 S OCEAN PKWY, 380 S OCEAN PKWY, 410 S OCEAN PKWY | |
| ADDR_NUMBE | OFTString | 4.0k | 380, 380, 410 | |
| STREET_PRE | OFTString | 4 | S, S, S | |
| STREET_NAM | OFTString | 2.7k | OCEAN, OCEAN, OCEAN | |
| STREET_SUF | OFTString | 4 | E, E, E | |
| STREET_TYP | OFTString | 47 | Pkwy, Pkwy, Pkwy | |
| SITUS_CITY | OFTString | 24 | BOLINAS, BOLINAS, SAN ANSELMO | |
| SITUS_ZIP | OFTString | 26 | 94924, 94924, 94960 | |
| OWNER | OFTString | 50.0k | BANNISTER MARTIN TRUST, BANNISTER MARTIN TRUST, BENSON MABRY E | |
| BLDG_SQFT | OFTInteger64 | 6.7k | 1232, 1232, 421 | |
| LAND_USE_C | OFTString | 25 | 11, 11, 11 | |
| LAND_US_01 | OFTString | 4 | Residential, Residential, Residential | |
| LAND_COVER | OFTString | 9.9k | {"21": 3}, {"21": 6}, {"21": 4} | |
| MUNI_ID | OFTInteger64 | 6 | 1935324, 1935324, 1935324 | |
| SCHOOL_DIS | OFTInteger64 | 4 | 636670, 636670, 636670 | |
| MKT_VAL_LA | OFTReal | 37.9k | 333004.0, 382420.0, 60462.0 | |
| MKT_VAL_BL | OFTReal | 50.0k | 281773.0, 309639.0, 52498.0 | |
| MKT_VAL_TO | OFTReal | 50.0k | 614777.0, 692059.0, 112960.0 | |
| ZIP_CODE | OFTString | 31 | 94924, 94924, 94924 | |
| CONSTR | OFTString | 160 | 1971, 1971, 1936 | |
| BUILDINGS | OFTInteger64 | 71 | 1, 1, 1 | |
| FIREPLACE | OFTInteger64 | 11 | 1, 1, 0 | |
| TOTAL_BATH | OFTReal | 26 | 2.0, 2.0, 1.0 | |
| BEDROOMS | OFTInteger64 | 14 | 2, 2, 1 | |
| HEATSRC | OFTString | 6 | Central, Central, Central | |
| MAIL_ADDRE | OFTString | 13.6k | BOLINAS CA 949240057, PORTLAND OR 972025350, KENSINGTON CA 94707 | |
| MAIL_AD_01 | OFTString | 956 | 140 NEW MONTGOMERY ST #818, PO BOX 931, 2 AVE FARRALONE | |
| MAIL_AD_02 | OFTString | 50.0k | PO BOX 57, 6103 SE 19TH AVE, 62 EUREKA AVE | |
| OWNER_OCCU | OFTString | 3 | F, F, F | |
| USPS_RESID | OFTString | 3 | T, T, ? | |
| CENSUS_TRA | OFTInteger64 | 56 | 132100, 132100, 132100 | |
| CENSUS_BLK | OFTInteger | 6 | 2, 2, 2 | |
| CENSUS_BLO | OFTInteger | 372 | 2017, 2017, 2017 | |
| AREA_METER | OFTReal | 50.0k | 1045.71201767143, 2056.82979752487, 974.513229948129 | |
| FLD_ZONE | OFTString | 67 | {AE}, {AO,VE}, {AO,VE} | |
| ZONE_SUBTY | OFTString | 28 | {NULL}, {NULL,NULL}, {NULL,NULL} | |
| PLACE_GNIS | OFTInteger64 | 33 | 2407875, 2407875, 2407875 | |
| ALT_ID_1 | OFTString | 50.0k | 1195, 99245, 1194 | |
| ELEVATION | OFTString | 50.0k | {"max": 0.0, "min": 0.0, "mean": 0.0}, {"max": 0.0, "min": 0.0, "mean": 0.0}, {"max": 0.0, "min": 0.0, "mean": 0.0} | |
| ROBUST_ID | OFTString | 50.0k | AAAXmU-sfl6BQ4bI, AAAXmeq3ej-MaCf5, AAAXmU69mqKNOIOM | |
| CALC_ACREA | OFTReal | 50.0k | 0.258405896686787, 0.508263211266371, 0.240811964252482 | |
| COUNTY_NAM | OFTString | 1 | Marin, Marin, Marin | |
| COUNTY_FIP | OFTInteger64 | 1 | 6041, 6041, 6041 | |
| STATE_ABBR | OFTString | 1 | CA, CA, CA | |
| CTY_ROW_ID | OFTInteger64 | 50.0k | 785, 52, 7 |
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.