Products
Industries
Delivery
Resources
Company
Get Sample Data
Schema

Listings Data

Weekly lifecycle tracking across 5.8M+ Canadian residential properties. 135+ public fields covering property identifiers, listing status, pricing history, attributes, and detected lifecycle signals.

Overview

Each record represents one property tracked across its full listing lifecycle. Fields are organised into logical groups below. The schema is delivered via Snowflake Marketplace, Secure Data Share, MCP connector, or structured file export.

Updated weekly. Property identity is preserved across listing cycles via BrightCat's proprietary address-based identifier — MLS numbers are not used as identifiers.
Property identifier
Field Type Description
addressTextStreet address of the property
cityTextCity name
provTextProvince (two-letter code)
pcodeTextCanadian postal code
fulladdressTextComplete formatted address
mailableTextPostal deliverability indicator
streetnumberTextStreet number component
streetnameTextStreet name component
streettypeTextStreet suffix (St, Ave, Blvd, etc.)
streetdirTextDirectional suffix (N, S, E, W)
suiteTextUnit, apartment, or suite number
community_nameTextReal estate community name
neighbourhood_nameTextNeighbourhood designation
latitudeTextGeocoded latitude
longitudeTextGeocoded longitude
Listing lifecycle
Field Type Description
statusTextCurrent listing lifecycle status (NEW, STILL, PRICE_CHANGED, RELISTED, DROPPED, SOLD)
newdateTextDate property was first classified as NEW
first_seen_dateTextEarliest date this property appeared in any weekly snapshot
last_seen_dateTextMost recent date this property appeared in a weekly snapshot
solddateTextDate of most recent sold event
relisteddateTextDate of most recent relist event
timeslistedIntegerTotal number of times the property has been listed
times_soldIntegerTotal number of confirmed sold events for this property
domIntegerDays on market for current listing cycle
cumulative_domIntegerTotal days on market across all listing cycles
listingstartdateTextStart date of current listing cycle
listingenddateTextEnd date of current listing cycle
backonmarketTextIndicator that the property has returned to market after prior removal
last_snapshot_dateTextDate of the most recent weekly snapshot containing this property
weeks_trackedIntegerNumber of weekly snapshots in which this property has appeared
Pricing and price changes
Field Type Description
pricenumNumberCurrent asking price (numeric)
originalpricenumNumberOriginal asking price when first listed
prevpricenumNumberPrevious asking price before most recent change
pricechangedTextIndicator of whether price has changed in current cycle
pricechangeamtNumberDollar amount of most recent price change
cumpricechgamtNumberCumulative dollar change across the full listing cycle
pricechangepctNumberPercentage of most recent price change
cumpricechgpctNumberCumulative percentage change across the full listing cycle
pricesqftNumberPrice per square foot
price_change_countIntegerTotal number of price changes observed
price_tax_indicatedTextIndicator of whether price includes tax
price_rawTextRaw asking price as originally listed
Property attributes
Field Type Description
building_typeTextBuilding classification (e.g., House, Condo, Townhouse)
property_typeTextProperty type classification
architecture_styleTextArchitectural style
styleTextGeneral property style
other_styleTextAdditional style descriptor
split_level_styleTextSplit level configuration
storeysTextNumber of stories or levels
bedsTextNumber of bedrooms
bathsTextNumber of bathrooms
baths_totalNumberTotal bathroom count (numeric)
bathrooms_partialTextNumber of partial bathrooms
built_inTextYear built
age_of_buildingTextAge classification
construction_statusTextConstruction state (completed, under construction, etc.)
titleTextTitle/ownership type
zoning_idTextZoning designation
zoning_descriptionTextZoning description
transaction_typeTextSale or rental indicator
Size and layout
Field Type Description
land_sizeTextLot size (raw)
land_depthTextLot depth
frontageTextStreet frontage
floor_spaceTextFloor space (raw)
floor_space_sqftNumberFloor space in square feet
floor_space_flagTextFloor space classification flag
total_finished_areaTextTotal finished interior area
exterior_building_sizeTextExterior dimensions
ceiling_typeTextCeiling type
flooringTextFlooring materials
Features and amenities
Field Type Description
featuresTextGeneral feature list
community_featuresTextCommunity amenities
building_amenitiesTextBuilding amenities
amenities_nearbyTextNearby amenities
landscape_featuresTextLandscape features
structuresTextAdditional structures on property
storageTextStorage features
fencingTextFencing description
property_viewTextProperty view (e.g., lake, mountain, city)
waterfrontTextWaterfront indicator
waterfront_nameTextBody of water name (if waterfront)
surface_waterTextAdjacent water feature
farm_typeTextFarm classification (if applicable)
fixtures_includedTextFixtures included in sale
appliances_includedTextAppliances included in sale
easementsTextEasement details
rightsTextProperty rights
sign_typeTextSignage type
Systems and utilities
Field Type Description
heatingTextHeating system
heating_typeTextHeating type classification
heating_fuelTextHeating fuel source
coolingTextCooling system
centralTextCentral air/heat indicator
fireplaceTextFireplace indicator
fireplace_typeTextFireplace type
fireplace_fuelTextFireplace fuel source
pool_typeTextPool type
pool_featuresTextPool features
utility_sewerTextSewer/septic system
utility_typeTextUtility type classification
utility_hydroTextHydro/electrical service
utility_communicationsTextCommunications infrastructure
waterTextWater source
roofTextRoof details
roofing_materialTextRoofing material
foundation_typeTextFoundation type
exterior_finishTextExterior finish material
fire_protectionTextFire protection systems
road_typeTextRoad access type
access_typeTextProperty access type
rental_equipmentTextRental equipment on premises
Parking and garage
Field Type Description
total_parking_spacesTextTotal parking spaces
any_parking_spacesTextParking availability
parking_typeTextParking type
garageTextGarage description
Financial and operational
Field Type Description
maintenance_feesTextMonthly maintenance or condo fees
maintenance_fees_includeTextWhat maintenance fees include
maintenance_management_companyTextProperty management company
annual_property_taxesTextAnnual property taxes
operating_sinceTextCommercial operation date (if applicable)
Lifecycle intelligence signals
Field Type Description
total_reno_signalsIntegerTotal renovation signals detected across history
reno_categoryTextRenovation category classification
has_price_changesTextIndicator of price change activity
has_sold_historyTextIndicator of prior sold events
sold_countIntegerCount of prior sold events for this property
has_relist_historyTextIndicator of relist activity
relist_countIntegerCount of relist events
has_reno_signalsTextIndicator of renovation signals detected
reno_signal_countIntegerCount of renovation signals
has_rental_historyTextIndicator of rental listing history
completeness_scoreIntegerRecord completeness score
Listing agent
Field Type Description
realtor_nameTextListing agent name
company_nameTextListing brokerage
company_addressTextBrokerage address
company_phoneTextBrokerage phone number
listing_urlTextListing URL
Delivery

See the schema in action

Request Sample Data