How to compute a point trend line?

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I have a track of GPS position dots that are roughly going in a straight line, I would like to simplify the line to only have the central point from a group as in the bottom image creating a trend line from many points.

Is there anyway to keep attribution when going points to lines?If not is there any way to remove points from a line of points?

In ArcGIS I can do this:




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