I have two puzzling cases in GA which I hope someone can enlighten me on.
1) Under Audience->Overview, why does the figure under All Users (Fig 1) changes when a new segment is added to the report (Fig 2)?
The new segment does not have to be new/returning visitor; the All Users figure changes on other segments as well. Note that the Sessions and Pageviews under the All Users segment do not change (correctly I believe).
Is this a bug in GA?
2) Using the same report with additional segments, why is the Number of New Users different from the Number of Sessions by New Users (Fig 3)?
As explained by this post, a new user who visits the site a second time will be counted as a returning visitor, so his second and succeeding sessions should now be counted as sessions being done by a returning visitor.
Doesn't this mean that the number of new users should be the same as the number of sessions done by new users? Are there exceptions (perhaps using a different browser or device) that will skew the results?
Thanks