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Which Calgary Communities Report the Lowest Crime Rates?
A data-based comparison across 7-year, 3-year, and 1-year windows.
TL;DR · Summary
- We calculate crime volume per population instead of raw crime counts.
- We compare three time windows: 2017–2024, 2021–2024, and 2024-only.
- Some communities are consistently low-crime across both long and short windows.
- This post links to an interactive dashboard on YYC-Wander, so you can explore the data yourself.
- Calgary Police Service (CPS) public crime reporting.
- City of Calgary municipal census
Explore the interactive version here:
📍 Calgary Crime — Community Trends | Calgary (2017–2024) →
It tracks crime across Calgary communities from 2017 onward.
1) Why rankings use crime-per-population
Raw incident counts can be misleading — larger communities naturally see more reports.
To compare areas fairly, we calculate:
(cumulative crime incidents over the period) ÷ (2021 community census population)
This reflects the level of exposure to crime among residents, rather than indicating who committed the offences.
Important clarification:
This does not imply that residents themselves committed the crimes — many incidents may involve people from outside the area.
The population figure is used purely for normalization, so rankings reflect relative exposure to crime, not responsibility for crime.
2) Results: 2017–2024 (7-year cumulative)
This window shows long-term stability — how communities perform over a full seven-year span.
3) Results: 2021–2024 (3-year cumulative)
This window removes older data and focuses on recent patterns — roughly the post-pandemic period.
4) Results: 2024 only
Finally, we look at 2024 alone, which reflects the most recent recorded patterns and is useful for understanding current conditions.
5) Consistent low-crime communities across all periods
Communities that appear across all three rankings (7-year, 3-year, and 1-year) suggest:
- Stable safety patterns over time
- Lower exposure to recorded crime per resident
- A more predictable living environment
In other words, safety here looks more like a long-term pattern than a short-term coincidence.
6) Crime type structure
Looking at the structure of incidents across Calgary, a large share of recorded crime falls into a few key categories:
- Theft from vehicle
- Theft of vehicle
- Commercial break and enter
- Non-domestic assault
This pattern suggests that many incidents are related to exposed assets — vehicles, shops, and public facilities — rather than some communities being “good” or “bad” in an absolute sense.
7) Time trend: 2017–2024
Over time, total crime volumes in Calgary do not simply rise in a straight line. Instead, they show local peaks and downturns.
- Notable peaks appear around 2019 and 2022.
- Overall levels trend downward through 2023–2024.
These movements align with changes in population mobility, the level of commercial activity, and seasonal patterns rather than a single one-directional story about safety.
8) How to interpret these results
Finally, it’s important to read these rankings as information, not as labels:
- Lower crime rates do not mean a community is “absolutely safe”.
- Higher crime rates do not mean a community is “dangerous” or “to be avoided”.
- Communities have different functions: some are commercial hubs, some are mainly residential, some are key transport corridors.
- This article does not list or comment on communities with higher crime rates.
- The goal is to provide a neutral, data-based reference for people who want to understand city-wide patterns.
If you want to explore Calgary’s crime patterns in more detail, you can use the interactive dashboard below.
Explore the full interactive version at your own pace.