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§ 01 · Coverage at a glance

U.S. parcel data,
with its measurement dates.

Published ID and map counts describe the 2026-08-30 cohort. Catalog counts have their own version. Planner estimates below can lag changes to serving tables; they do not establish current completeness or record freshness.

Historical published measurements
Distinct parcel IDs
191.3M
(state_fips, parcel_id) · 2026-08-30
Mapped locations
110M
Distinct drawable locations · 2026-08-30
Catalog columns
620
Historical catalog v=2026-08-28
Catalog jurisdictions
51
Historical catalog v=2026-08-28

Distinct IDs and drawable locations are different populations; neither is a count of unique physical parcels. Catalog generated 2026-09-01T20:43:28Z; column presence does not mean every field is populated or current.

Planner row estimates

Metadata checked 2026-10-31T05:46:55.016Z. Estimates may be stale or unavailable for views and partitioned relations. Zero is retained as an estimate; a missing estimate is not replaced with an older count. Check time is not a data refresh time.

Search-index rows
267.5M
parcel_search_index · estimate
Comparable-sales rows
188.2M
parcel_comps · estimate
FDIC branch rows
230.6K
fdic_sod_branches · estimate
Bank branch rows
73.2K
bank_branches · estimate
Contractor profile rows
762.5K
contractor_profiles · estimate
§ 02 · State coverage

State-level measurements unavailable here.

This page has no dated, reconciled state-level count and fill-rate cohort. National historical counts do not establish coverage in a particular state or county.

Use the coverage tools to inspect their stated source and measurement dates, or confirm a delivery manifest for your jurisdiction. Missing measurements here do not mean a state has no records.

Open coverage tools →
§ 03 · Schema

Illustrative field guide.

Search sample field definitions and values. Endpoint schemas and projections vary; these snippets are examples. 63 example fields · historical fill estimates from catalog v=2026-08-28

idUUID

Example internal identifier; identity and join contracts differ by endpoint.

Definitions and values are illustrative. Fill estimates use the historical row cohort described below; they do not establish current coverage, field grain or producer vintage.

Historical fill estimate
100.0%
Catalog version
2026-08-28
Statistics relation
parcels_serving
Example value
4fc0dc43-2d4b-4a47-ad61-296b7a0b4062
Copy as
CREATE TABLE PARCELS ( ID UUID );
§ 04 · Historical fill estimates

Coverage in one dated cohort.

Catalog v=2026-08-28, generated 2026-09-01T20:43:28Z. These row-weighted ANALYZE estimates describe 289,856,342 physical rows in parcels_serving; they are not current measurements or distinct-parcel coverage.

Partition statistics dated 2026-08-29 through 2026-09-01. Generation time dates the catalog artifact, not the producer inputs. No populated-record count is inferred from these sampled rates.

31 fields shown · sorted by fill
addresstext
80.6%
latitudedouble precision
75.5%
longitudedouble precision
75.5%
is_absenteeboolean
74.8%
is_pe_aggregatorboolean
74.5%
year_builtnumeric
74.1%
is_entity_ownedboolean
73.8%
census_tracttext
72.8%
median_household_incomenumeric
72.5%
climate_composite_scorenumeric
70.6%
flood_zonetext
67.8%
avm_valuenumeric
67.1%
owner_nametext
66.1%
total_assessed_valuenumeric
58.7%
estimated_monthly_rentnumeric
55.3%
building_sqftnumeric
53.4%
broadband_max_down_mbpsnumeric
52.8%
rent_yield_pctdouble precision
51.0%
property_typetext
46.1%
lot_size_sqftnumeric
46.0%
land_use_codetext
35.4%
deed_countnumeric
32.1%
ownership_typetext
28.1%
last_sale_datedate
27.8%
owner_addresstext
24.7%
last_sale_pricenumeric
22.4%
bedroomsnumeric
10.2%
bathroomsnumeric
9.7%
tax_amountnumeric
7.5%
pe_parent_grouptext
0.0%
parcel_geometryUnavailableUnavailable
Filled is not verified. Coverage measures populated values in a historical serving cohort, not correctness, producer freshness or delivery eligibility. Rent values may be withheld by serving gates. A low tax fill rate does not establish why values are missing.
§ 05 · Static examples

Explore an example record.

These hardcoded examples illustrate a possible record layout. Values, identities, rents and risk scores are not verified live results. Endpoint fields and serving gates vary; choose another example to explore the layout.

35.2128, -80.8672
2232 Wilmore Dr
Charlotte, NC 28203
PropRaven ID
f9f3046f-6970-5bfe-88a5-cac8b907b4b3
APN
11906402
Owner
[redacted]
Built
1937
Building
1,504 sqft
Last sale
2026-03-03 · $473,500
Assessed
$556,700
Climate
—
22 example fields
{ "id": "f9f3046f-6970-5bfe-88a5-cac8b907b4b3", "parcel_id": "11906402", "address": "2232 Wilmore Dr", "city": "Charlotte", "state": "NC", "zip5": "28203", "latitude": 35.2128, "longitude": -80.8672, "year_built": 1937, "building_sqft": 1504, "lot_size_sqft": null, "property_type": "Single Family", "total_assessed_value": 556700, "owner_name": "[redacted]", "ownership_type": "LLC", "is_entity_owned": true, "last_sale_date": "2026-03-03", "last_sale_price": 473500, "estimated_monthly_rent": null, "flood_zone": "X", "climate_risk_tier": null, "climate_composite_score": null }
§ 06 · Operations

An operations preview.

Illustrative refresh history and sales activity. These examples do not report current dataset or pipeline status.

Example refresh log
12 static examples
parcels
2026-04-30 08:45 UTC
per build (weekly from 2026-10-04)
parcel_search_index
2026-03-29 02:58 UTC
per build (weekly from 2026-10-04)
comparable_sales
2026-04-12 13:44 UTC
monthly
cmbs_loans
2026-04-03 06:20 UTC
not refreshed since
cmbs_properties
2026-04-03 06:20 UTC
not refreshed since
fdic_sod_branches
2026-03-22 11:13 UTC
annually
bank_branches
2026-04-22 10:50 UTC
quarterly
carwash_poi
2026-04-19 16:58 UTC
weekly
contractor_profiles
2026-04-19 18:55 UTC
monthly
flip_detection
2026-04-12 12:56 UTC
weekly
county_market_stats
2026-04-21 05:50 UTC
monthly
home_affordability
2026-04-21 05:50 UTC
annually
Example sales activity
Illustrative values
Example 30-day total
22,095
Example 90-day total
1.32M
Example 365-day total
6.13M
Example 52-week windowWindow end
Example annual deed totals (millions)
4.162020
5.522021
5.092022
4.512023
5.652024
5.892025
1.9226 YTD
Demo tape
Demo paused · simulated events
§ 07 · Serving relations

Dataset measurement notes.

These are planner row estimates for named serving relations, not verified delivery counts or refresh schedules. Metadata checked 2026-10-31T05:46:55.016Z. Missing estimates can reflect a view, partitioned parent, unavailable relation or missing statistics.

Parcel search index
Estimate
267.5Mrows

parcel_search_index — Address, owner and APN search projection.

View schema documentation
Comparable sales
Estimate
188.2Mrows

parcel_comps — The shared reader uses parcel_comps with state, county and parcel identity, and applies a comp-resolution gate.

View schema documentation
FDIC branches
Estimate
230.6Krows

fdic_sod_branches — Branch-location and deposit records; completeness and input vintage require separate verification.

View schema documentation
Bank branches
Estimate
73.2Krows

bank_branches — Bank-branch records. A row estimate does not establish parcel-match quality.

View schema documentation
Car-wash POI
Estimate
37.5Krows

carwash_poi — Facility records; current operation and match correctness are not verified by these statistics.

View schema documentation
Contractor profiles
Estimate
762.5Krows

contractor_profiles — Contractor profile relation; producer freshness requires separate evidence.

View schema documentation
Flip detection
Estimate
2Mrows

flip_detection — Derived transaction records; a row estimate does not validate the derivation.

View schema documentation
Building permits
Estimate
Unavailablerows

parcel_permits_serving — The paid report reads parcel_permits_serving. Query availability is reported separately from successful empty results.

View schema documentation
Deeds & transfers
Estimate
91.1Mrows

parcel_deeds — The paid report reads parcel_deeds using the parcel identity. Record dates and completeness vary.

View schema documentation
CMBS loans (conduit)
Frozen
16,712loans

16,712 loans and 38,090 properties in 357 SEC-registered conduit CMBS trusts, as assembled on 2026-04-03 and not refreshed since (a rebuild is in progress). Answers exclude 14 auto-loan ABS trusts, 13 depositor duplicates and 11,245 property rows stored as loans. Special servicing, watchlist, DSCR and occupancy are not collected. Measured 2026-09-26.

View schema documentation
§ 07b · Specialty data

Specialty dataset inquiries.

Confirm the selected delivery's inventory, schema, source lineage and refresh evidence. Current counts and availability for these categories are not measured on this page.

Self-storage

Facility and operator information for storage research.

Count and refresh measurement unavailable here
Billboards & out-of-home

Structure and permitting information for out-of-home asset research.

Count and refresh measurement unavailable here
Cell towers

Tower and antenna-structure information for telecommunications research.

Count and refresh measurement unavailable here
§ 08 · Try it

Look up a parcel.

Get a real API key in 60 seconds. Free tier: 1,000 calls / month, no credit card required.

Public lookup is exact-match only · IP-throttled · 60/min / 1,000/day. Fuzzy address + owner search needs an API key.Get a free key →
§ 09 · Get started

Three ways to start.

Primary · API
Get an API key

Sign up with Google or Apple, get a pz_* key on the next screen. Free tier: 1,000 lookups/month, no credit card. Paid tiers unlock 100K – 1M lookups/month with overage billing.

Get your keySnowflake Marketplace
Add the share

Review the listing documentation, then confirm the tables, jurisdictions, access and source periods included in the selected share. This page does not verify the current listing or its delivery counts.

View listingDocs
Read the docs

Endpoint reference, code samples, full schema export, rate limits, and SLAs.

Open docs
PROPRAVEN · 2026 · MEASUREMENT DATES AND LIMITATIONS ABOVEBUILT FOR DATA ENGINEERS