37 attribute fields, profiled from the January 2021 vintage.
Columns in Imperial County
| Field | Type | Filled | Distinct | Example values |
|---|---|---|---|---|
| PARCEL_ID | OFTString | 50.0k | 047100003, 046135004, 046142005 | |
| SITUS | OFTString | 50.0k | 305 E 78 HWY, 164 E A, 252 E A | |
| ADDR_NUMBE | OFTString | 3.9k | 305, 164, 252 | |
| STREET_PRE | OFTString | 5 | E, E, E | |
| STREET_NAM | OFTString | 3.3k | 78, A, A | |
| STREET_SUF | OFTString | 4 | S, E, E | |
| STREET_TYP | OFTString | 47 | Hwy, St, St | |
| SITUS_CITY | OFTString | 18 | BRAWLEY, BRAWLEY, BRAWLEY | |
| SITUS_ZIP | OFTString | 18 | 92227, 92227, 92227 | |
| ADDR_SEC_U | OFTString | 7 | UNIT, FRONT, Unit | |
| ADDR_SE_01 | OFTString | 10 | A, 20, 1 | |
| OWNER | OFTString | 50.0k | SPRINKLE BETTY JEAN TRUSTEE ETAL, ESTRADA CARL S, ENZ JOSEPH PETER | |
| LAND_USE_C | OFTString | 597 | AGRX, R1XX, R4XX | |
| LAND_US_01 | OFTString | 5 | Agricultural, Residential, Residential | |
| LAND_COVER | OFTString | 17.8k | {"31": 91, "81": 92, "82": 272}, {"23": 2}, {"23": 2} | |
| MUNI_ID | OFTInteger64 | 9 | 1935030, 1935030, 1935030 | |
| SCHOOL_DIS | OFTInteger64 | 9 | 618210, 618210, 618210 | |
| ACREAGE | OFTReal | 5.2k | 94.04, 0.0, 0.0 | |
| MKT_VAL_LA | OFTReal | 19.8k | 528335.0, 50129.0, 30000.0 | |
| MKT_VAL_BL | OFTReal | 26.5k | 40789.0, 36193.0, 66700.0 | |
| MKT_VAL_TO | OFTReal | 40.3k | 569124.0, 79322.0, 96700.0 | |
| ZIP_CODE | OFTString | 22 | 92227, 92227, 92227 | |
| LEGAL_DESC | OFTString | 50.0k | W1434FT OF S2865.5FT TR44 T13S R14E 94.04AC LYING, LOT 16 BLK 17 SUB RIVER DRIVE OM 3 56, LOT 18 BLK 41 TOWNSITE OF BRAWLEY OM 1 15 | |
| MAIL_ADDRE | OFTString | 2.0k | BRAWLEY CA 92227, BRAWLEY CA 92227, BRAWLEY CA 92227 | |
| MAIL_AD_01 | OFTString | 9.9k | 5775 E HIGHWAY 78, BRAWLEY CA 92227, HERCULES CA 94547 | |
| MAIL_AD_02 | OFTString | 50.0k | C/O BETTY JEAN LEBLANC, 164 A STREET, 241 SHEPARD ST | |
| MAIL_NAME | OFTString | 50.0k | SPRINKLE BETTY JEAN TRUSTEE ETAL, ESTRADA CARL S, ENZ JOSEPH PETER | |
| OWNER_OCCU | OFTString | 3 | F, T, F | |
| USPS_RESID | OFTString | 3 | ?, ?, ? | |
| AREA_METER | OFTReal | 50.0k | 365170.691210413, 654.187131681749, 650.978736568323 | |
| PLACE_GNIS | OFTInteger64 | 18 | 2409893, 2409893, 2409893 | |
| ALT_ID_1 | OFTString | 50.0k | 047-100-003, 046-135-004, 046-142-005 | |
| 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} | |
| CALC_ACREA | OFTReal | 50.0k | 90.2373295050051, 0.161656182109877, 0.160863355593398 | |
| COUNTY_NAM | OFTString | 1 | Imperial, Imperial, Imperial | |
| COUNTY_FIP | OFTInteger64 | 1 | 6025, 6025, 6025 | |
| STATE_ABBR | OFTString | 1 | CA, CA, CA |
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.