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I have hundreds GPS traces generated by cars for single road in the city from direction A to B. And I have hundreds of GPS traces generated by people which organized in trail in the mountain from bottom A to top B point.

What kind of features and attributes can be derived from trail and city road to compare them? I want find similiariry and differences between mountain walking data and vehicle city road.

For now, I derived following features:

  • distance between consecutive points
  • duration between points
  • average speed
  • trail density (# of points per sq. meter).

What else attributes can be derived to compare?

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