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Re:Google Maps Hacks by labcomputer on Sunday February 02, 2020 @08:46PM (#22220796)
You can measure peak acceleration--cars accelerate much faster than buses or trains--or whether you're connected to headphones (not a head-unit). Use of headphones by drivers is illegal in most places.

As for express vs. regular lanes, express-lane cars will have much different distributions than regular-lane cars. Use something like KNN where the distance metric is a weighted sum of Kolmogorov-Smirnov distance between speed distributions and K-S between acceleration distributions (each vehicle is one unit with a distribution of speeds and accelerations).

Re:Google Maps Hacks by andrewzah on Sunday February 02, 2020 @11:00PM (#22221324)
> or whether you're connected to headphones

I’m pretty sure this is rarely enforced in most states in the US. My father frequently drives across the US and always takes his calls with earbuds because the speakers aren’t very good.

I do it with one earbud in because I find the quality of speaker audio terrible, forcing me to concentrate harder on it to discern what’s being said.

Re:Google Maps Hacks by brewdad on Monday February 03, 2020 @12:18AM (#22221609)
Single ear devices are usually legal where earbuds in both ears is not. Maintaining situational awareness seems to be the rule. If course, I'm essentially deaf in on ear, so being legal isn't any safer.

I tend to use the car speakers or simply refuse all incoming calls while driving.

Re:Google Maps Hacks by reroute1 on Monday February 03, 2020 @02:05PM (#22227690)
> simply refuse all incoming calls while driving

Definitely the best course of action. Even just talking on the phone is very distracting. No way someone can have a full conversation going and still be giving the same attention to driving.

Re:Google Maps Hacks by nitrogen on Sunday February 02, 2020 @11:36PM (#22221444)
Or just split speeds into a histogram and take the 20th percentile or something.