YYC-Wander

independent dashboards on housing, schools, health, crime, wages, and long-run trends.

A Data-Driven View Of Life In Calgary

Dashboards that show real-life Calgary — housing, wages, schools, health, safety, and long-run trends..

YYC-Wander is an independent Calgary project built with open public data, for renters, homeowners, parents, and community groups.

Start from what you care about:
• Housing: prices and rent trends  →  Housing Market Insights
• Neighbourhoods & schools: community density and school capacity  →  Civic & Social Analytics
• Safety: community crime patterns  →  Crime & Disorder
• Economy & energy: wages, migration, and oil cycles  →  Economy & Energy
• Health: substance deaths and public health trends  →  Public Health
• Stories: longer reflections on what the data means  →  Blog

Housing Market Insights

Compare how Calgary’s housing market is shifting across communities — prices, rent levels, and buy-versus-rent signals.

Detached home prices across Calgary communities

Benchmark Prices – Detached | Calgary (2021–2025)

How detached home prices have evolved and diverged across Calgary communities over time.

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Rental apartments in Canadian cities

Rent — 6 Cities (1-Bed) | (2019–2025)

Rental market comparison for 1-bedroom units across major Canadian cities, including Calgary.

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Price-to-rent ratio chart

Price-to-Rent Ratio | Calgary (2021–2025)

Tracking long-run buy-versus-rent signals through the Calgary price-to-rent ratio.

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Schools & Families

For parents and planners — understand school capacity, utilization, and academic rankings across Calgary.

Calgary public schools and capacity utilization

CBE School Capacity & Utilization (2015–2024)

Map and time-series views of capacity, weighted enrolment, and utilization rate (%) across Calgary public schools.

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Calgary school rankings overview

Education — School Rankings (Calgary 2022–2023)

Interactive rankings by school, grade, and year, highlighting academic performance patterns across Calgary.

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Bar chart comparing population and housing density across Calgary neighbourhoods

Calgary Neighbourhood Density (Population & Housing)

Community-level view of population per km² and residential properties per km² across Calgary. Switch between regions (Centre, North, South, West, etc.) and filter by community to compare how compact or low-density each neighbourhood is.

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Crime & Disorder Insights

See how Calgary’s crime patterns have changed over time and how they compare with other Canadian cities.

Calgary community crime patterns

Calgary Crime — Community Trends | Calgary (2017–2024)

Community-level crime patterns to inform local prevention efforts and resource allocation.

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Police vehicle representing crime severity index comparison

Crime Severity Index | 9 Cities (1998–2024)

Benchmarking Calgary against eight other cities on crime severity and long-term trends, placing local change in a broader Canadian context.

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Calgary police scene representing crime area trends

Calgary Crime — Area Trends | Calgary (2017–2024)

These dashboards help residents and policymakers understand neighbourhood-level crime trends, seasonality, and long-term patterns across Calgary.

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Economy & Energy Insights

Connect Calgary’s labour market and energy cycles — unemployment, wages, and Brent oil price.

Unemployment vs oil

Unemployment Rate & Brent — Calgary (2017–2025)

Calgary’s unemployment dynamics plotted against Brent FOB — where cycles move together, and where local conditions break away from the oil story.

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Business survival in Alberta and major cities

Business Survival 1Y · 3Y · 5Y — Alberta Major Cities (2001–2024)

Track total businesses, new incorporations, and 1/3/5-year survival across Alberta’s major cities — compare Calgary, Edmonton, Red Deer, Lethbridge, Airdrie, and St. Albert across time.

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Calgary employment by industry — trends and composition (2019–2025)

Employment by Industry — Calgary (2019–2025)

See how Calgary’s labour market shifts across industries — year-over-year changes plus a year-specific pie to quickly read which sectors are gaining or losing share.

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Featured Insights & Stories

Quick insights with everyday relevance for Calgarians — safety, neighbourhoods, wages, and local trends.

Which Calgary communities report the lowest crime rates

Which Calgary Communities Report the Lowest Crime Rates?

A data-driven comparison across 7-year, 3-year, and 1-year windows, using CPS public crime reporting.

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Worker writing on documents at a desk

Labour — Wage per Hour | Calgary (2019–2025)

Tracking Calgary’s hourly wages by industry — revealing labour trends and long-term economic shifts from 2019 to 2025, with context for workers, employers, and policy discussions.

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Why restaurant workers struggle in Calgary despite rising wages

Why Do Strikes Belong to Big Companies? Where Did Restaurant Workers Go?

A Calgary data story on wages, rent, and why front-line restaurant workers’ rights often stay on paper.

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Public Health Analytics

Track substance-related harms and public health pressures in Calgary over time.

Acute substance deaths in Calgary

Acute Substance Deaths — Overview (Calgary 2016–2025)

Monthly mortality trends and turning points since 2016, with context for policy and prevention.

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Opioid death locations

Opioid Death Locations | Calgary (2018–2025)

Breakdown of opioid deaths by site types and zones to support targeted interventions across Calgary’s neighbourhoods.

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Naloxone kits distribution

Naloxone Kits — Distribution | Calgary (2018–2025)

Naloxone kit distribution by site type and zone — visualizing coverage, gaps, and equity across Calgary’s harm reduction network.

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Explore All Dashboards & Stories

Browse dashboards in Civic & Social Analytics, Public Health Analytics, Crime & Disorder Insights, Housing Market Insights, Economy & Energy. Read long-form analysis in the Blog or learn more about my background on the About page.