Hey all,
Just a friendly reminder if there has been any news on this thread. Thanks
again for helping!
Hirav
On Mon, Apr 13, 2015 at 9:37 PM, Oliver Keyes <[email protected]>
wrote:
> Bumping for Dario, per Pine's excellent example :)
> On 13 April 2015 at 22:18, Hirav Gandhi <[email protected]> wrote:
>> Oliver: Two months is fine. Thank you so much for your help!
>>
>>> On Apr 13, 2015, at 4:40 PM, [email protected] wrote:
>>>
>>> Send Analytics mailing list submissions to
>>> [email protected]
>>>
>>> To subscribe or unsubscribe via the World Wide Web, visit
>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>> or, via email, send a message with subject or body 'help' to
>>> [email protected]
>>>
>>> You can reach the person managing the list at
>>> [email protected]
>>>
>>> When replying, please edit your Subject line so it is more specific
>>> than "Re: Contents of Analytics digest..."
>>>
>>>
>>> Today's Topics:
>>>
>>> 1. Re: Page views on a more frequent than hourly basis (Pine W)
>>> 2. Re: Page views on a more frequent than hourly basis (Hirav Gandhi)
>>> 3. Re: Page views on a more frequent than hourly basis (Oliver Keyes)
>>>
>>>
>>> ----------------------------------------------------------------------
>>>
>>> Message: 1
>>> Date: Mon, 13 Apr 2015 13:34:23 -0700
>>> From: Pine W <[email protected]>
>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>> has an interest in Wikipedia and analytics."
>>> <[email protected]>
>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>> basis
>>> Message-ID:
>>> <CAF=dyjjzmdfthz+0+lwnhb9m8xuod4wetgcfuxyb9qyf7cy...@mail.gmail.com>
>>> Content-Type: text/plain; charset="utf-8"
>>>
>>> Hi Oliver, re ccing people who are on list, this is the protocol we
>>> followed in IEGCom to ping people who are subscribed and mentioned in
>>> certain emails but, like many of us, may automatically move emails from
>>> lists directly to folders where they may be unread for days. So there is a
>>> reason to do this.
>>>
>>> Thanks,
>>>
>>> Pine
>>> -------------- next part --------------
>>> An HTML attachment was scrubbed...
>>> URL:
>>> <https://lists.wikimedia.org/pipermail/analytics/attachments/20150413/aac0ef89/attachment-0001.html>
>>>
>>> ------------------------------
>>>
>>> Message: 2
>>> Date: Mon, 13 Apr 2015 16:30:43 -0700
>>> From: Hirav Gandhi <[email protected]>
>>> To: [email protected]
>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>> basis
>>> Message-ID:
>>> <CANzC_EOvi4MP7G_SsxvW=uojpt2vxbnfmhcipqn1pumace-...@mail.gmail.com>
>>> Content-Type: text/plain; charset="utf-8"
>>>
>>> Thanks Oliver!
>>>
>>> We would like this data for as broad of a time period as you can muster.
>>> The more days, months and year represented in the dataset, the better.
>>>
>>>
>>>> Okay, so:
>>>>
>>>> I took an hour from the pageviews logs,[0] and aggregated pageviews to
>>>> enwiki (mobile and desktop both) by timestamp, down to one-second
>>>> resolution levels. The lowest number of pageviews to enwiki per second
>>>> was 2,981
>>>>
>>>> So, I don't personally have a problem with generating a release of:
>>>>
>>>> 1. Pageviews per second;
>>>> 2. To enwiki;
>>>> 3. Over $TIME_PERIOD;
>>>> 4. grouping the mobile and desktop site
>>>>
>>>> But Dario or someone should chip in before I touch anything ;p
>>>>
>>>> 6am yesterday. 6am because it should be low-traffic, right? At least
>>>> given our biases towards north america and europe
>>>>
>>>> On 13 April 2015 at 11:54, Oliver Keyes <[email protected]> wrote:
>>>>> Then that sounds much more viable. I'll run a quick test now to see
>>>>> how much clustering we'd see at, say, the one-second resolution level,
>>>>> and throw it out here so we can make more informed decisions about a
>>>>> data release on this.
>>>>>
>>>>> On 13 April 2015 at 08:08, Hirav Gandhi <[email protected]> wrote:
>>>>>> Hi Oliver,
>>>>>>
>>>>>> Re: Hirav: would you be looking for temporally /and/ contextually
>>>> granular
>>>>>> pageviews, i.e. "a view to X page at Y time", or just temporally
>>>> granular,
>>>>>> so "a view to a page on enwiki at X time"? If the latter you've got
>>>> more of
>>>>>> a shot, I suspect.
>>>>>>
>>>>>> I only want the latter - I am not concerned with the context so much as
>>>> just
>>>>>> “a view to a page on enwiki at X time.”
>>>>>>
>>>>>> Hirav
>>>>>>
>>>>>>
>>>>>> On Apr 13, 2015, at 5:00 AM, [email protected]
>>>> wrote:
>>>>>>
>>>>>> Send Analytics mailing list submissions to
>>>>>> [email protected]
>>>>>>
>>>>>> To subscribe or unsubscribe via the World Wide Web, visit
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>> or, via email, send a message with subject or body 'help' to
>>>>>> [email protected]
>>>>>>
>>>>>> You can reach the person managing the list at
>>>>>> [email protected]
>>>>>>
>>>>>> When replying, please edit your Subject line so it is more specific
>>>>>> than "Re: Contents of Analytics digest..."
>>>>>>
>>>>>>
>>>>>> Today's Topics:
>>>>>>
>>>>>> 1. Re: Page views on a more frequent than hourly basis (Pine W)
>>>>>> 2. Re: Page views on a more frequent than hourly basis (Oliver Keyes)
>>>>>>
>>>>>>
>>>>>> ----------------------------------------------------------------------
>>>>>>
>>>>>> Message: 1
>>>>>> Date: Mon, 13 Apr 2015 00:47:31 -0700
>>>>>> From: Pine W <[email protected]>
>>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>>> has an interest in Wikipedia and analytics."
>>>>>> <[email protected]>
>>>>>> Cc: Bharath Sitaraman <[email protected]>
>>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>>> basis
>>>>>> Message-ID:
>>>>>> <CAF=dyjgnut+t6n6mujq16duyiwp7et6ruht3_-tzdnsep+2...@mail.gmail.com>
>>>>>> Content-Type: text/plain; charset="utf-8"
>>>>>>
>>>>>>
>>>>>> Hi,
>>>>>>
>>>>>> This issue of pageview data granularity has been discussed before, and
>>>> the
>>>>>> answer has been that hourly is the smallest increment allowed to be
>>>>>> revealed publicly, for privacy reasons.
>>>>>>
>>>>>> I believe that the person you will want to discuss your request with is
>>>>>> Toby, who I have cc'd here.
>>>>>>
>>>>>> Pine
>>>>>> On Apr 13, 2015 12:11 AM, "Hirav Gandhi" <[email protected]>
>>>> wrote:
>>>>>>
>>>>>> Hi Wikimedia Analytics Team,
>>>>>>
>>>>>> My colleague Bharath and I are doing research on dynamic server
>>>> allocation
>>>>>> algorithms and we were looking for a suitable datasets to test our
>>>>>> predictive algorithm on. We noticed that Wikimedia has an amazing data
>>>> set
>>>>>> of hourly page views, but we were looking for something a bit more
>>>>>> granular, such as aggregated page requests to English Wikipedia on a
>>>> minute
>>>>>> by minute basis or second by second basis if possible.
>>>>>>
>>>>>> We are more than happy to pour through any raw data you might have that
>>>>>> would help us calculate page requests at this granular level. Please
>>>> let us
>>>>>> know if it would be possible to get such data and if so how. Thank you
>>>> in
>>>>>> advance for your help.
>>>>>>
>>>>>> Best,
>>>>>>
>>>>>> Hirav Gandhi
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> [email protected]
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>> -------------- next part --------------
>>>>>> An HTML attachment was scrubbed...
>>>>>> URL:
>>>>>> <
>>>> https://lists.wikimedia.org/pipermail/analytics/attachments/20150413/a88287b6/attachment-0001.html
>>>>>
>>>>>>
>>>>>> ------------------------------
>>>>>>
>>>>>> Message: 2
>>>>>> Date: Mon, 13 Apr 2015 06:39:45 -0400
>>>>>> From: Oliver Keyes <[email protected]>
>>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>>> has an interest in Wikipedia and analytics."
>>>>>> <[email protected]>
>>>>>> Cc: Bharath Sitaraman <[email protected]>
>>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>>> basis
>>>>>> Message-ID:
>>>>>> <CAAUQgdDsnHd8s+ACL-XBtXBz6OO-T04CcJfnGfqwrYAV-=h...@mail.gmail.com>
>>>>>> Content-Type: text/plain; charset=UTF-8
>>>>>>
>>>>>>
>>>>>> Preeetty sure that Toby is on the analytics list, Pine. He's the
>>>>>> director of analytics.
>>>>>>
>>>>>> Hirav: would you be looking for temporally /and/ contextually granular
>>>>>> pageviews, i.e. "a view to X page at Y time", or just temporally
>>>>>> granular, so "a view to a page on enwiki at X time"? If the latter
>>>>>> you've got more of a shot, I suspect.
>>>>>>
>>>>>> On 13 April 2015 at 03:47, Pine W <[email protected]> wrote:
>>>>>>
>>>>>> Hi,
>>>>>>
>>>>>> This issue of pageview data granularity has been discussed before, and
>>>> the
>>>>>> answer has been that hourly is the smallest increment allowed to be
>>>> revealed
>>>>>> publicly, for privacy reasons.
>>>>>>
>>>>>> I believe that the person you will want to discuss your request with is
>>>>>> Toby, who I have cc'd here.
>>>>>>
>>>>>> Pine
>>>>>>
>>>>>> On Apr 13, 2015 12:11 AM, "Hirav Gandhi" <[email protected]>
>>>> wrote:
>>>>>>
>>>>>>
>>>>>> Hi Wikimedia Analytics Team,
>>>>>>
>>>>>> My colleague Bharath and I are doing research on dynamic server
>>>> allocation
>>>>>> algorithms and we were looking for a suitable datasets to test our
>>>>>> predictive algorithm on. We noticed that Wikimedia has an amazing data
>>>> set
>>>>>> of hourly page views, but we were looking for something a bit more
>>>> granular,
>>>>>> such as aggregated page requests to English Wikipedia on a minute by
>>>> minute
>>>>>> basis or second by second basis if possible.
>>>>>>
>>>>>> We are more than happy to pour through any raw data you might have that
>>>>>> would help us calculate page requests at this granular level. Please
>>>> let us
>>>>>> know if it would be possible to get such data and if so how. Thank you
>>>> in
>>>>>> advance for your help.
>>>>>>
>>>>>> Best,
>>>>>>
>>>>>> Hirav Gandhi
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> [email protected]
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>>
>>>>>>
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> [email protected]
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>> --
>>>>>> Oliver Keyes
>>>>>> Research Analyst
>>>>>> Wikimedia Foundation
>>>>>>
>>>>>>
>>>>>>
>>>>>> ------------------------------
>>>>>>
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> [email protected]
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>>
>>>>>> End of Analytics Digest, Vol 38, Issue 21
>>>>>> *****************************************
>>>>>>
>>>>>>
>>>>>>
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> [email protected]
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Oliver Keyes
>>>>> Research Analyst
>>>>> Wikimedia Foundation
>>>>
>>>>
>>>>
>>>> --
>>>> Oliver Keyes
>>>> Research Analyst
>>>> Wikimedia Foundation
>>>>
>>>>
>>>>
>>>> ------------------------------
>>>>
>>>> _______________________________________________
>>>> Analytics mailing list
>>>> [email protected]
>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>
>>> -------------- next part --------------
>>> An HTML attachment was scrubbed...
>>> URL:
>>> <https://lists.wikimedia.org/pipermail/analytics/attachments/20150413/3a5df491/attachment-0001.html>
>>>
>>> ------------------------------
>>>
>>> Message: 3
>>> Date: Mon, 13 Apr 2015 19:40:04 -0400
>>> From: Oliver Keyes <[email protected]>
>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>> has an interest in Wikipedia and analytics."
>>> <[email protected]>
>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>> basis
>>> Message-ID:
>>> <caauqgdd6z5ussu11vw49fdmbsrhyejxku9yopyserib79j-...@mail.gmail.com>
>>> Content-Type: text/plain; charset=UTF-8
>>>
>>> ....
>>>
>>>
>>> ...years?
>>>
>>> We have unsampled logs for, ah. 2 months.
>>>
>>> On 13 April 2015 at 19:30, Hirav Gandhi <[email protected]> wrote:
>>>> Thanks Oliver!
>>>>
>>>> We would like this data for as broad of a time period as you can muster.
>>>> The
>>>> more days, months and year represented in the dataset, the better.
>>>>
>>>>>
>>>>> Okay, so:
>>>>>
>>>>> I took an hour from the pageviews logs,[0] and aggregated pageviews to
>>>>> enwiki (mobile and desktop both) by timestamp, down to one-second
>>>>> resolution levels. The lowest number of pageviews to enwiki per second
>>>>> was 2,981
>>>>>
>>>>> So, I don't personally have a problem with generating a release of:
>>>>>
>>>>> 1. Pageviews per second;
>>>>> 2. To enwiki;
>>>>> 3. Over $TIME_PERIOD;
>>>>> 4. grouping the mobile and desktop site
>>>>>
>>>>> But Dario or someone should chip in before I touch anything ;p
>>>>>
>>>>> 6am yesterday. 6am because it should be low-traffic, right? At least
>>>>> given our biases towards north america and europe
>>>>>
>>>>> On 13 April 2015 at 11:54, Oliver Keyes <[email protected]> wrote:
>>>>>> Then that sounds much more viable. I'll run a quick test now to see
>>>>>> how much clustering we'd see at, say, the one-second resolution level,
>>>>>> and throw it out here so we can make more informed decisions about a
>>>>>> data release on this.
>>>>>>
>>>>>> On 13 April 2015 at 08:08, Hirav Gandhi <[email protected]> wrote:
>>>>>>> Hi Oliver,
>>>>>>>
>>>>>>> Re: Hirav: would you be looking for temporally /and/ contextually
>>>>>>> granular
>>>>>>> pageviews, i.e. "a view to X page at Y time", or just temporally
>>>>>>> granular,
>>>>>>> so "a view to a page on enwiki at X time"? If the latter you've got
>>>>>>> more of
>>>>>>> a shot, I suspect.
>>>>>>>
>>>>>>> I only want the latter - I am not concerned with the context so much as
>>>>>>> just
>>>>>>> “a view to a page on enwiki at X time.”
>>>>>>>
>>>>>>> Hirav
>>>>>>>
>>>>>>>
>>>>>>> On Apr 13, 2015, at 5:00 AM, [email protected]
>>>>>>> wrote:
>>>>>>>
>>>>>>> Send Analytics mailing list submissions to
>>>>>>> [email protected]
>>>>>>>
>>>>>>> To subscribe or unsubscribe via the World Wide Web, visit
>>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>> or, via email, send a message with subject or body 'help' to
>>>>>>> [email protected]
>>>>>>>
>>>>>>> You can reach the person managing the list at
>>>>>>> [email protected]
>>>>>>>
>>>>>>> When replying, please edit your Subject line so it is more specific
>>>>>>> than "Re: Contents of Analytics digest..."
>>>>>>>
>>>>>>>
>>>>>>> Today's Topics:
>>>>>>>
>>>>>>> 1. Re: Page views on a more frequent than hourly basis (Pine W)
>>>>>>> 2. Re: Page views on a more frequent than hourly basis (Oliver Keyes)
>>>>>>>
>>>>>>>
>>>>>>> ----------------------------------------------------------------------
>>>>>>>
>>>>>>> Message: 1
>>>>>>> Date: Mon, 13 Apr 2015 00:47:31 -0700
>>>>>>> From: Pine W <[email protected]>
>>>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>>>> has an interest in Wikipedia and analytics."
>>>>>>> <[email protected]>
>>>>>>> Cc: Bharath Sitaraman <[email protected]>
>>>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>>>> basis
>>>>>>> Message-ID:
>>>>>>> <CAF=dyjgnut+t6n6mujq16duyiwp7et6ruht3_-tzdnsep+2...@mail.gmail.com>
>>>>>>> Content-Type: text/plain; charset="utf-8"
>>>>>>>
>>>>>>>
>>>>>>> Hi,
>>>>>>>
>>>>>>> This issue of pageview data granularity has been discussed before, and
>>>>>>> the
>>>>>>> answer has been that hourly is the smallest increment allowed to be
>>>>>>> revealed publicly, for privacy reasons.
>>>>>>>
>>>>>>> I believe that the person you will want to discuss your request with is
>>>>>>> Toby, who I have cc'd here.
>>>>>>>
>>>>>>> Pine
>>>>>>> On Apr 13, 2015 12:11 AM, "Hirav Gandhi" <[email protected]>
>>>>>>> wrote:
>>>>>>>
>>>>>>> Hi Wikimedia Analytics Team,
>>>>>>>
>>>>>>> My colleague Bharath and I are doing research on dynamic server
>>>>>>> allocation
>>>>>>> algorithms and we were looking for a suitable datasets to test our
>>>>>>> predictive algorithm on. We noticed that Wikimedia has an amazing data
>>>>>>> set
>>>>>>> of hourly page views, but we were looking for something a bit more
>>>>>>> granular, such as aggregated page requests to English Wikipedia on a
>>>>>>> minute
>>>>>>> by minute basis or second by second basis if possible.
>>>>>>>
>>>>>>> We are more than happy to pour through any raw data you might have that
>>>>>>> would help us calculate page requests at this granular level. Please
>>>>>>> let us
>>>>>>> know if it would be possible to get such data and if so how. Thank you
>>>>>>> in
>>>>>>> advance for your help.
>>>>>>>
>>>>>>> Best,
>>>>>>>
>>>>>>> Hirav Gandhi
>>>>>>> _______________________________________________
>>>>>>> Analytics mailing list
>>>>>>> [email protected]
>>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>>
>>>>>>> -------------- next part --------------
>>>>>>> An HTML attachment was scrubbed...
>>>>>>> URL:
>>>>>>>
>>>>>>> <https://lists.wikimedia.org/pipermail/analytics/attachments/20150413/a88287b6/attachment-0001.html>
>>>>>>>
>>>>>>> ------------------------------
>>>>>>>
>>>>>>> Message: 2
>>>>>>> Date: Mon, 13 Apr 2015 06:39:45 -0400
>>>>>>> From: Oliver Keyes <[email protected]>
>>>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>>>> has an interest in Wikipedia and analytics."
>>>>>>> <[email protected]>
>>>>>>> Cc: Bharath Sitaraman <[email protected]>
>>>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>>>> basis
>>>>>>> Message-ID:
>>>>>>> <CAAUQgdDsnHd8s+ACL-XBtXBz6OO-T04CcJfnGfqwrYAV-=h...@mail.gmail.com>
>>>>>>> Content-Type: text/plain; charset=UTF-8
>>>>>>>
>>>>>>>
>>>>>>> Preeetty sure that Toby is on the analytics list, Pine. He's the
>>>>>>> director of analytics.
>>>>>>>
>>>>>>> Hirav: would you be looking for temporally /and/ contextually granular
>>>>>>> pageviews, i.e. "a view to X page at Y time", or just temporally
>>>>>>> granular, so "a view to a page on enwiki at X time"? If the latter
>>>>>>> you've got more of a shot, I suspect.
>>>>>>>
>>>>>>> On 13 April 2015 at 03:47, Pine W <[email protected]> wrote:
>>>>>>>
>>>>>>> Hi,
>>>>>>>
>>>>>>> This issue of pageview data granularity has been discussed before, and
>>>>>>> the
>>>>>>> answer has been that hourly is the smallest increment allowed to be
>>>>>>> revealed
>>>>>>> publicly, for privacy reasons.
>>>>>>>
>>>>>>> I believe that the person you will want to discuss your request with is
>>>>>>> Toby, who I have cc'd here.
>>>>>>>
>>>>>>> Pine
>>>>>>>
>>>>>>> On Apr 13, 2015 12:11 AM, "Hirav Gandhi" <[email protected]>
>>>>>>> wrote:
>>>>>>>
>>>>>>>
>>>>>>> Hi Wikimedia Analytics Team,
>>>>>>>
>>>>>>> My colleague Bharath and I are doing research on dynamic server
>>>>>>> allocation
>>>>>>> algorithms and we were looking for a suitable datasets to test our
>>>>>>> predictive algorithm on. We noticed that Wikimedia has an amazing data
>>>>>>> set
>>>>>>> of hourly page views, but we were looking for something a bit more
>>>>>>> granular,
>>>>>>> such as aggregated page requests to English Wikipedia on a minute by
>>>>>>> minute
>>>>>>> basis or second by second basis if possible.
>>>>>>>
>>>>>>> We are more than happy to pour through any raw data you might have that
>>>>>>> would help us calculate page requests at this granular level. Please
>>>>>>> let us
>>>>>>> know if it would be possible to get such data and if so how. Thank you
>>>>>>> in
>>>>>>> advance for your help.
>>>>>>>
>>>>>>> Best,
>>>>>>>
>>>>>>> Hirav Gandhi
>>>>>>> _______________________________________________
>>>>>>> Analytics mailing list
>>>>>>> [email protected]
>>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> _______________________________________________
>>>>>>> Analytics mailing list
>>>>>>> [email protected]
>>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> --
>>>>>>> Oliver Keyes
>>>>>>> Research Analyst
>>>>>>> Wikimedia Foundation
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> ------------------------------
>>>>>>>
>>>>>>> _______________________________________________
>>>>>>> Analytics mailing list
>>>>>>> [email protected]
>>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>>
>>>>>>>
>>>>>>> End of Analytics Digest, Vol 38, Issue 21
>>>>>>> *****************************************
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> _______________________________________________
>>>>>>> Analytics mailing list
>>>>>>> [email protected]
>>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>> --
>>>>>> Oliver Keyes
>>>>>> Research Analyst
>>>>>> Wikimedia Foundation
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Oliver Keyes
>>>>> Research Analyst
>>>>> Wikimedia Foundation
>>>>>
>>>>>
>>>>>
>>>>> ------------------------------
>>>>>
>>>>> _______________________________________________
>>>>> Analytics mailing list
>>>>> [email protected]
>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>
>>>>
>>>> _______________________________________________
>>>> Analytics mailing list
>>>> [email protected]
>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>
>>>
>>>
>>>
>>> --
>>> Oliver Keyes
>>> Research Analyst
>>> Wikimedia Foundation
>>>
>>>
>>>
>>> ------------------------------
>>>
>>> _______________________________________________
>>> Analytics mailing list
>>> [email protected]
>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>
>>>
>>> End of Analytics Digest, Vol 38, Issue 24
>>> *****************************************
>>
>>
>> _______________________________________________
>> Analytics mailing list
>> [email protected]
>> https://lists.wikimedia.org/mailman/listinfo/analytics
> --
> Oliver Keyes
> Research Analyst
> Wikimedia Foundation
> _______________________________________________
> Analytics mailing list
> [email protected]
> https://lists.wikimedia.org/mailman/listinfo/analytics
_______________________________________________
Analytics mailing list
[email protected]
https://lists.wikimedia.org/mailman/listinfo/analytics
