Ballard Crime Rate Trends — Seattle
Ballard is a Northwest Seattle neighborhood organized around Market Street and the Ballard Locks where Salmon Bay meets Shilshole Bay. Historically a Scandinavian fishing and milling town that the city annexed in 1907; today anchored by the Ballard Avenue commercial strip, the Sunday farmers market, and the working waterfront along Salmon Bay.
March 2026 was a quiet month in Ballard by signal count — no tracked category crossed the anomaly threshold, and the one notable signal is an absence: Homicide registered a zero-event signal, meaning the category produced no incidents in the current window. That is the clearest finding of the month.
The 12-month volume picture is mixed across property crime. Burglary is up 8.7% year-over-year (537 incidents vs. 494), and Robbery edged 5.7% above the prior period. On the other side, Motor Vehicle Theft is down 18.5% (358 vs. 439), Vandalism is down 14.4% (333 vs. 389), and Aggravated Assault is down 12.9% (61 vs. 70). Theft from Vehicle and Other Larceny were essentially flat — down 1.3% and 3.8%, respectively. Everything else held within its normal range.
Notable signals 0
Nothing notable surfaced this month — every category sits within normal range against its baseline.
All categories, last 24 months
Each panel: recent monthly count vs. trailing 12-month context. MoM is the most recent month vs. the one before; 12mo YoY compares the trailing year to the year before that.
What's been quietly true for a year
Spikes get attention. Sustained shifts shape policy. These are multi-quarter patterns where the past 12-month total differs meaningfully from the year before — they often precede the baseline resetting.
No sustained shifts surfaced this month.
What next month likely looks like
Forecasts trained through March 2026, with a likely range we're 95% confident the actual count will fall inside. Categories with too little recent volume — or violent categories at the neighborhood level — show no forecast and are surfaced through signals above instead. See the methodology page for the gating rules.
Aggravated Assault
Too low-volume per neighborhood for a reliable point forecast — see the rare-event and streak-break signals above instead.
Arson
Below the volume threshold for a reliable forecast — too few incidents in recent months to project from.
Burglary
Homicide
Too low-volume per neighborhood for a reliable point forecast — see the rare-event and streak-break signals above instead.
Motor Vehicle Theft
Other Larceny
Robbery
Too low-volume per neighborhood for a reliable point forecast — see the rare-event and streak-break signals above instead.
Sexual Assault
Too low-volume per neighborhood for a reliable point forecast — see the rare-event and streak-break signals above instead.
Theft from Vehicle
Vandalism
How Ballard compares
Peer neighborhoods picked by closest 12-month homicide volume — a pragmatic v1 of peer matching. Demographic / housing-stock peer matching isn't built yet (we deliberately don't ingest income or race data alongside crime). Volume similarity has the right intuition: “neighborhoods experiencing comparable homicide levels.”
Recurring local terms (last 12 months)
Top terms in incident descriptions for Ballard, excluding generic crime taxonomy. Useful as texture — what kinds of specifics show up here that don't show up elsewhere.
Hour-of-day, day-of-week, and seasonality
Distribution of bucketed incidents in this neighborhood across the full analysis window. Useful for routine context — shopping-strip thefts vs. late-night assaults read very differently when you can see when each typically happens.
How we built this page
Data → Anomalies → Forecast → Page
Incident data is pulled from SFPD's open dataset, mapped to 10 NIBRS-aligned categories, and aggregated to neighborhood × category × month. Anomalies are surfaced using strict thresholds (~p < 0.01). Forecasts are Prophet with low-count gating; violent categories at the neighborhood level skip the forecast and show rare-event / streak signals instead.
Spike rule: 12-mo total > baseline mean + 2.5σ AND ≥ 20 incidents AND 6-mo confirms. Drop rule: 12-mo total < baseline mean − 2.5σ AND baseline mean ≥ 20. Rare event: any incident in the last 90 days, no prior comparable in ≥ 5 years.