It might be interesting to bucket by week to see if you still see the difference in clustering between desktop and mobile. I wonder if it’s a result of different behavior on desktop/mobile on weekdays/weekends?

//Ed

> On Dec 13, 2014, at 12:37 PM, Oliver Keyes <okeyes@wikimedia.org> wrote:
>
> Bah, you're right! Will reupload.
>
> Pageviews are bucketed by UTC day, although the axis is by months to avoid making it essentially unreadable. It's generated in ggplot2 using theme_bw() (one of my favourite combinations)
>
> On 13 December 2014 at 12:33, Ed Summers <ehs@pobox.com> wrote:
>
> > On Dec 13, 2014, at 12:18 PM, Oliver Keyes <okeyes@wikimedia.org> wrote:
> >
> > I'm not sure what this means (desktop users are weird? There's a lot of bot traffic we're not catching? That's my guess) but I thought it was pretty and might provoke some hypothesising. So, here you go!
>
> I think the axis labels are flipped? How are the page views bucketed: day, week, month, something else?
>
> It is a pretty & clean looking graph, what did you use to generate it?
>
> //Ed
>
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> --
> Oliver Keyes
> Research Analyst
> Wikimedia Foundation
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