nearmissConflict Atlas

nearmiss — where the danger actually is

Road-hazard and near-miss rates, normalized by exposure, each with a 95% confidence interval and an n. Raw counts are report volume, not danger. The two maps below show the difference; the data table carries every finding and is the authoritative, non-visual equivalent of the maps.

⚠️ Showing the Davis synthetic demo dataset — generated test data, not real reports. The method is the point; only explicitly reviewed and allowlisted artifacts can be selected.

This Davis page is a synthetic demo. Explore separate, nationwide US evidence from reviewed 2020–2024 fatal-crash records →

Summarizing…

Two maps, the same reports

The same near-miss reports, mapped two ways on a real street map. On the left, the raw report count — what most safety maps show: the busiest street looks the most dangerous. On the right, the rate per 1000 units of exposure — which is what actually reflects danger. Watch the busiest street recede and the real hotspot emerge. Nothing is conveyed by color alone: line thickness scales with the value, and significant hotspots are dashed and labeled. Everything here is in the data table, which the maps supplement.

Summarizing hotspots…

Show:
① Raw report count — what most maps show
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② Exposure-normalized rate — where the danger actually is
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Ranked segments

Sort the table with the column buttons. Significance and confidence are stated in words, not by color.

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95% CI Hazards Confidence Exposure tier Quality flags
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Download this dataset (GeoJSON)

How to read this

Questions people ask

Why isn’t my busy street the most dangerous one?

Because volume is not danger. A busy street collects the most reports simply because the most people use it. We divide reports by exposure (how much cycling each street carries), so the map shows the rate per rider, not the raw count. A high-traffic street can have many reports and still be safer per trip than a quiet one with a few.

Is a near-miss the same as a crash?

No. These are self-reported near-misses and hazards, which by definition usually leave no police report. They are an early-warning signal, not verified injuries or collision statistics, and we never present them as such.

What does “exposure unknown” mean?

It means we have no trustworthy count of how many people cycle that street, so we will not invent a denominator. Those segments are shown as uncertain and are never ranked as if we were sure. A rate without a denominator is not published.

How do I know which streets are really hotspots?

A street is marked “★ Significant” only when a statistical test (Getis-Ord Gi*, with a false-discovery-rate correction) says it is hotter than exposure and chance alone would explain. Everything else carries a confidence interval so you can see how sure — or unsure — the number is.