Data sources and methodology

This page explains what the figures on Communities measure, how they are calculated, how often they change, and what they cannot tell you. Research methods updated October 26, 2026.

Active listings, not sold data

Property data comes from a publicly available listings source. It covers active listings. Communities does not receive sale prices or sale dates from this source and does not present an asking price as a sold price.

Listing availability, prices and property details can change after publication. Confirm material facts and current availability with a licensed real estate professional.

Community market statistics

Market statistics use active listings assigned to a community at the time of calculation. The median asking price is the middle asking price after listings are sorted from lowest to highest. The average asking price is the arithmetic mean. Neither measure is a sale-price statistic.

“Days listed” is the elapsed time for homes that remain active. It does not measure how long a home took to sell. “New listings in the last 30 days” counts active listings whose recorded listing date falls in that period. Current community figures are recomputed nightly and display their calculation date.

Monthly market reports

A monthly snapshot is finalized after the month ends and is published only when it contains at least 10 active listings. Finalized snapshots are not rewritten later. Month-over-month and year-over-year changes compare snapshots only when the required comparison exists; a methodology-version change is disclosed and may cause a comparison to be withheld.

Home-value estimates

A home-value result is an automated estimate expressed as a range. It considers the property details a user provides and comparable active asking prices in the surrounding market. It is not an appraisal, broker price opinion, guarantee of value or prediction of a sale price.

Condition, renovations, views, exact location and other property-specific characteristics may require a professional inspection or local market review that an automated estimate cannot provide.

Demographics, amenities and mobility

Demographic figures come from Statistics Canada’s 2021 Census and describe the census geography associated with a community, not an individual property. Where available, nearby schools, parks, transit and other amenity records come from Overture Maps or OpenStreetMap. The displayed source and retrieval date describe the dataset used; a recent retrieval does not establish current opening hours or a new source release. Proximity does not establish school eligibility or attendance boundaries. Missing coverage is unknown, not evidence that an amenity does not exist.

Walkability, Transit access and Bikeability are area-level scores Communities.ca calculates from OpenStreetMap data, measured at the centre of each community. Amenity distances are straight-line distances and can differ from a walking or driving route.

Dated Canadian neighbourhood research: coverage and limits

Our first original research editions cover selected Calgary areas. Each edition keeps its capture date, population, geography, method, source links and downloadable aggregates. These are dated observations, not a national coverage claim or a ranking of the best places to live.

Initial research coverage; read the linked edition for its source dates and full method
EvidenceCoverageLimits and source
Residential asking-price comparisonBeltline, Bridgeland/Riverside, Bowness and Cranston; active residential listings captured October 25, 2026 within the named official municipal boundaries.Compare like property types. Small samples are suppressed under the edition's stated rules. Asking prices are not completed sale prices; a later stock mix can change the median. Housing snapshot, method and downloads
Scheduled transit examplesFour fixed boarding stops, Monday October 26, 2026, departures from 08:00 to before 09:00 in America/Edmonton, using the captured Calgary Transit GTFS feed.Same-trip scheduled vehicle examples to the stated destination-stop set. Walking, waiting before boarding, transfers, live disruptions and door-to-door commute times are outside this query. No qualifying departure does not mean no transit service. Fixed-stop query, source and downloads
Development-application filings49 records assigned to the same four municipal area codes, filed July 27–October 24, 2026; current source statuses captured October 25.All application categories and cancelled records are included. Applications are not counts of homes or completed construction. This is not a historical status-change series. Application population, checks and downloads
Property tax, schools and flood mappingThe Calgary buying guide links to official tax estimates, CBE, Calgary Catholic and FrancoSud school tools, development maps and flood sources.These are reference tools to check a specific address. Confirm school year, program, eligibility and space with the responsible board. We have not completed parcel-level tax, school or hazard checks for every listing; other boards and municipalities need their own sources. Calgary property checks and source links

An official research area, a public listing sub-area, a Census geography and an existing community profile boundary can differ. Bridgeland/Riverside is the combined official research area; it must not be silently substituted for the existing Bridgeland profile. Each research edition states its own geographic population.

Frozen editions retain their original dates and method. A later observation needs a new dated edition. Changes in source coverage, geography or classification can make comparisons invalid; unknown, outdated and suppressed values are kept distinct from zero. A monthly research edition is a separate publication from the site's monthly market-report snapshots.

Contribute a dated local observation or correction

Use the contact form to send the page URL, area, observation date, what you observed and supporting source links. Include your name and any relevant commercial relationship. Do not include private resident details. State whether we may republish your words and display name. A submission is not publication: factual support, geography, permissions and commercial disclosures must be reviewed before an observation is added. Published observations need a real contributor, observation date and actual review record; automated source retrieval is not human review.

Send an observation or correction to the team

Editorial and AI-assisted content

Some neighbourhood descriptions are drafted with AI assistance. Data tables, listing facts and source attributions are kept distinct from editorial text. AI-assisted descriptions are informational summaries and should not replace verification of a fact that matters to a housing decision.

Corrections and questions

To report a suspected error or ask how a figure was produced, email [email protected] with the page URL and the figure in question.

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Data from MLS® System. Deemed reliable but not guaranteed accurate by CREA. The trademarks MLS®, Multiple Listing Service® and the associated logos are owned by The Canadian Real Estate Association (CREA) and identify the quality of services provided by real estate professionals who are members of CREA.

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