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c699d0e8-3a31-2a72-dfae-94ed9fc69b4c | 09-20-1850-255 | 09-20-1850-255 | 09-20-1850-255 | 09-20-1850-255 | null | null | 42041 | 42 | 041 | Cumberland | 21680 | East Pennsboro | 010204 | 102.04 | 9006062 | null | 9 | 101 | null | null | null | 1 | 1 | 1,978 | 2 | 1,954 | 4 | 1 | 2 | 182,300 | 52,000 | null | 234,300 | 0.324825 | 1,315.014994 | 132,900 | null | PERSON | KOSTELAC, GERARD M & CYNTHIA Y | null | null | null | null | 520 FAIRWAY DRIVE | EAST PENNSBORO TWP | PA | 17011 | LOT 262 PB 26 PG 41 | null | null | null | null | null | 0034I-00934 | null | null | null | null | null | null | null | null | 42041C | 2025-12-21 | X | AREA OF MINIMAL FLOOD HAZARD | null | 122.704208 | 124.445847 | 123.785073 | null | CENTRAL AIR | null | CENTRAL AIR | 100 | null | Vinyl | null | null | null | null | null | null | null | null | -76.943538 | 40.249156 | -76.94352 | 40.249148 | {
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c69a35a7-19bb-a6d0-271f-bed1e661c852 | 1 LND 325462 | 20321900140000 | 1 LND 325462 | 20321900140000 | null | null | 06067 | 06 | 067 | SACRAMENTO | 92690 | SACRAMENTO | 007439 | 74.39 | 66005 | null | UNINCORPORATED H9610 | A1A00A | RESIDENTIAL SINGLE FAMILY SUBDIVISION MOST PROBABLE USE | RD-7 | Low Density Single Family Residential | 1 | null | null | null | null | null | null | null | 428,400 | 428,400 | 428,400 | 0 | 4,794 | 445.260249 | null | 2023-01-30 | PERSON | ALBAYATY AHMEDSAJIDA ALKHATEEB | 5629 BOONE PARK DR | RIVERBANK | CA | 95367-9597 | null | 7933 0 TITAN DR | ANTELOPE | CA | 95843-6070 | S427006 | null | null | null | null | null | null | null | null | 259 | null | null | null | null | null | 06067C | 2026-01-20 | X | AREA OF MINIMAL FLOOD HAZARD | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-06-21 | -121.348346 | 38.711116 | -121.348346 | 38.711115 | null | 2026.2 | [
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US Parcel Layer — The Landrecords.us Nationwide Parcel Dataset
The Landrecords.us National Parcel Dataset is a comprehensive, standardized geospatial dataset aggregating ~157 million parcel boundaries and their associated land-ownership and taxation attributes, harmonized from thousands of local jurisdictions across the United States into a single national schema.
Each record is a land parcel: a polygon representing the boundary of an individual tract of land as delineated for tax-assessment purposes by the jurisdiction in which it resides, together with ~94 standardized attributes describing that parcel. Geometries are derived from digitized cadastral maps, surveys, recorded deeds, and legal descriptions.
This dataset redacts property ownership details.
- Curated by: landrecords.us
- Language(s): English (US)
- License: CC BY-NC-ND 4.0 (Attribution — NonCommercial — NoDerivatives)
- Records: ~157M land parcels
- Coverage: United States (all states and territories)
- Coordinate reference system: WGS 84 (EPSG:4326)
- Update cadence: Quarterly
- File Format: GeoParquet
Uses
Direct Use
- Real-estate and housing-market analysis
- Land-ownership and public/private land research
- Geospatial and cadastral analysis, mapping, and enrichment
- Joining property attributes to external datasets by FIPS, address, or geometry
- Flood-risk, zoning, land-use, and environmental-permit screening
Out-of-Scope Use
The license (CC BY-NC-ND 4.0) prohibits commercial use and the distribution of derivative/adapted versions of the data. It is intended for research, education, and non-commercial analysis. For commercial licensing or the redistributable/current production feed, see landrecords.us.
Dataset Structure
The dataset is distributed as a single compressed archive.
| Item | Value |
|---|---|
| File | archive.zip |
| Size | ~115GB |
| Format | Geospatial vector — parcel polygons + tabular attributes |
| Kaggle version | v2 |
Schema
Each parcel record carries the following harmonized attributes. REQUIRED fields are
populated for every record; NULLABLE fields depend on availability from the source
jurisdiction.
Identifiers & jurisdiction
| Column | Type | Req. | Description |
|---|---|---|---|
lrid |
UUID | ✔ | Universally unique ID assigned to each parcel by Land Records |
parcelid |
string | ✔ | Local parcel identifier (APN / AIN / PID / PIN); format varies |
parcelid2 |
string | Alternate parcel ID from the local/state authority | |
ogparcelid |
string | Original parcel identifier (as received) | |
ogparcelid2 |
string | Secondary original parcel identifier | |
parentid |
string | Parent parcel identifier | |
stackid |
UUID | Identifier for a parcel stack (co-located/overlapping parcels) | |
geoid |
string | ✔ | Combined state+county FIPS code |
statefp |
string | ✔ | State FIPS code |
countyfp |
string | ✔ | County FIPS code |
countyname |
string | County name | |
cousubfp |
string | County-subdivision FIPS code | |
cousubname |
string | County-subdivision name | |
tractce |
string | Census tract code | |
tractname |
string | Census tract name | |
taxdistrict |
string | Tax district name |
Assessment & taxation
| Column | Type | Req. | Description |
|---|---|---|---|
taxacctnum |
string | Tax account number | |
taxyear |
int | Year for which taxes are assessed | |
imprvalue |
bigint | Assessed value of improvements (buildings) | |
landvalue |
bigint | Assessed surface land value only | |
agvalue |
bigint | Assessed value of agricultural rights | |
totalvalue |
bigint | Total assessed value (landvalue + imprvalue + agvalue) |
|
saleamt |
bigint | Most recent recorded sale amount | |
saledate |
date | Most recent recorded sale date | |
taxacres |
float | Assessor-specified acreage (may differ from calculated area) |
Land use, zoning & structures
| Column | Type | Req. | Description |
|---|---|---|---|
usecode |
string | Land-use code (mapped to standard categories where possible) | |
usedesc |
string | Land-use description | |
zoningcode |
string | Zoning code (jurisdiction-specific) | |
zoningdesc |
string | Zoning description | |
numbldgs |
string | Number of buildings (primary + accessory) | |
numunits |
string | Number of living units (often estimated from mailing addresses) | |
yearbuilt |
string | Construction year of primary building | |
numfloors |
string | Number of stories/floors (rarely available; may be estimated) | |
bldgsqft |
string | Assessed square footage of primary building | |
bldgtype |
string | Building type | |
bedrooms |
int | Assessed bedrooms in main building | |
fullbaths |
int | Assessed full bathrooms | |
halfbaths |
int | Assessed half bathrooms | |
fireplaces |
int | Number of fireplaces | |
heating |
string | Heat-distribution system type (enumerated) | |
heatfuel |
string | Primary heating fuel (enumerated) | |
cooling |
string | Cooling/AC system type (enumerated) | |
foundation |
string | Foundation type | |
roofcover |
string | Roof-covering material | |
siding |
string | Siding type | |
naicscode |
string | NAICS industry classification code |
Ownership & addresses
| Column | Type | Req. | Description |
|---|---|---|---|
ownername |
string | Recorded owner name (REDACTED) | |
owneraddr |
string | Owner mailing street address (REDACTED) | |
ownercity |
string | Owner mailing city | |
ownerstate |
string | Owner mailing state | |
ownerzip |
string | Owner mailing postal code | |
ownertype |
string | Legal nature of owner (PERSON, BUSINESS, NONPROFIT, GOVERNMENT, TRUST, ESTATE) | |
parceladdr |
string | Physical parcel street address | |
parcelcity |
string | Parcel city | |
parcelstate |
string | ✔ | Parcel state |
parcelzip |
string | Parcel postal code | |
parceltype |
string | Ownership/management category (REDACTED) | |
accesstype |
string | Public physical access (REDACTED) | |
iucnclass |
string | IUCN protected-area classification | |
placename |
string | Place name | |
placetype |
string | Type of place |
Legal description & PLSS
| Column | Type | Req. | Description |
|---|---|---|---|
legaldesc |
string | Legal description (lot/plat/book, etc.) | |
township |
string | PLSS township | |
range |
string | PLSS range | |
section |
string | PLSS section | |
qtrsection |
string | PLSS quarter-section | |
plssdesc |
string | Full PLSS description (NULL in the 20 non-PLSS states) | |
book |
string | Plat book | |
page |
string | Plat book page | |
block |
string | Plat block | |
lot |
string | Plat lot |
Geometry & geography
| Column | Type | Req. | Description |
|---|---|---|---|
geom |
geometry | ✔ | Parcel boundary as MULTIPOLYGON (EPSG:4326) |
calcarea |
float | ✔ | Calculated geometry area in square meters |
centroidx |
numeric | ✔ | Longitude of geographic center (EPSG:4326) |
centroidy |
numeric | ✔ | Latitude of geographic center (EPSG:4326) |
surfpointx |
numeric | ✔ | Longitude of a point guaranteed to fall inside the parcel |
surfpointy |
numeric | ✔ | Latitude of a point guaranteed to fall inside the parcel |
elevmin |
float | Minimum elevation | |
elevmax |
float | Maximum elevation | |
elevavg |
float | Average elevation |
Flood, environment & permits
| Column | Type | Req. | Description |
|---|---|---|---|
firmid |
string | FEMA FIRM identifier | |
firmdate |
date | Date associated with the FIRM | |
fldzone |
string | Flood-zone designation | |
zonesubty |
string | Flood-zone subtype | |
staticbfe |
float | Static Base Flood Elevation | |
frsid |
string | EPA Facility Registry Service identifier | |
dfrurl |
string | URL to EPA Detailed Facility Report | |
caapermit |
string | Clean Air Act permit identifier | |
cwapermit |
string | Clean Water Act permit identifier | |
rcrapermit |
string | RCRA permit identifier |
Provenance & versioning
| Column | Type | Req. | Description |
|---|---|---|---|
updated |
date | ✔ | Last known update date of the source data |
lrversion |
string | ✔ | Dataset release version (YEAR.QUARTER) |
extras |
JSON | Additional/supplemental jurisdiction metadata |
Dataset Creation
Source Data
Parcel geometries and attributes are aggregated from county and municipal tax-assessor
offices, planning departments, and GIS departments across the United States. The raw source
data is ingested, harmonized to the common schema above, and validated. Locality-specific codes
(e.g., zoningcode, usecode) are mapped to standardized categories where possible and
otherwise retained in their original form.
Precision & Processing
- Source precision varies with the original survey method vs. digitization from aerial imagery; there is no standardized way to ascertain per-county source accuracy.
- Output geometry is snapped to a
1e-7uniform grid (~1 cm at most North American latitudes) and reprojected from source NAD83 to WGS 84 output; the datum transformation is typically accurate to within one meter but varies by latitude. - Some structural attributes (
numunits,numfloors) are estimated where direct source values are unavailable and confidence is high.
Bias, Risks, and Limitations
- Attribute completeness varies by jurisdiction. Many
NULLABLEfields are sparsely populated because thousands of independent authorities publish different attribute sets. lrididentifies a parcel across space but not perfectly across time — subdivisions and boundary changes can break lineage between quarterly versions.- Personal information: ownership fields (
ownername,owner*mailing address) originate from public records and may include the names/addresses of individuals. Handle in accordance with applicable privacy law and the non-commercial license terms. - Standardized codes are best-effort mappings; verify against the originating jurisdiction for authoritative or legal use.
Citation
Please attribute Landrecords.us when using this dataset.
Landrecords.us National Parcel Dataset. landrecords.us, 2026.
https://www.landrecords.us
More Information
- Project & documentation: https://www.landrecords.us
- Schema reference: https://www.landrecords.us/documentation/data-content
- Original Kaggle release: https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
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