Whenever I hear someone say that they "feel" safer riding salmon, I ask them how many collisions they have had.
The answer is invariably non-zero.
Ride where drivers are looking, be predictable, & command their attention.
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I shouldn't have to "make myself more visible;" Drivers should just stop running people over.
Car dependency is a tax.