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 <okeyes@wikimedia.org> wrote:

Bumping for Dario, per Pine's excellent example :)

On 13 April 2015 at 22:18, Hirav Gandhi <hirav.gandhi@gmail.com> wrote:
> Oliver: Two months is fine. Thank you so much for your help!
>
>> On Apr 13, 2015, at 4:40 PM, analytics-request@lists.wikimedia.org wrote:
>>
>> Send Analytics mailing list submissions to
>> analytics@lists.wikimedia.org
>>
>> 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
>> analytics-request@lists.wikimedia.org
>>
>> You can reach the person managing the list at
>> analytics-owner@lists.wikimedia.org
>>
>> 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 <wiki.pine@gmail.com>
>> To: "A mailing list for the Analytics Team at WMF and everybody who
>> has an interest in Wikipedia and analytics."
>> <analytics@lists.wikimedia.org>
>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>> basis
>> Message-ID:
>> <CAF=dyJjZMdfTHZ+0+LwnHb9m8xUOd4WetGCFUXYB9Qyf7CyC5Q@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 <hirav.gandhi@gmail.com>
>> To: analytics@lists.wikimedia.org
>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>> basis
>> Message-ID:
>> <CANzC_EOvi4MP7G_SsxvW=UOjPt2vXbNfMHcipqN1pumACE-eEw@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 <okeyes@wikimedia.org> 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 <hirav.gandhi@gmail.com> 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, analytics-request@lists.wikimedia.org
>>> wrote:
>>>>>
>>>>> Send Analytics mailing list submissions to
>>>>> analytics@lists.wikimedia.org
>>>>>
>>>>> 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
>>>>> analytics-request@lists.wikimedia.org
>>>>>
>>>>> You can reach the person managing the list at
>>>>> analytics-owner@lists.wikimedia.org
>>>>>
>>>>> 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 <wiki.pine@gmail.com>
>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>> has an interest in Wikipedia and analytics."
>>>>> <analytics@lists.wikimedia.org>
>>>>> Cc: Bharath Sitaraman <bharath1028@gmail.com>
>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>> basis
>>>>> Message-ID:
>>>>> <CAF=dyJgNUT+t6n6muJq16DuYiWP7et6ruHT3_-TZDnseP+29QQ@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" <hirav.gandhi@gmail.com>
>>> 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
>>>>> Analytics@lists.wikimedia.org
>>>>> 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 <okeyes@wikimedia.org>
>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>> has an interest in Wikipedia and analytics."
>>>>> <analytics@lists.wikimedia.org>
>>>>> Cc: Bharath Sitaraman <bharath1028@gmail.com>
>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>> basis
>>>>> Message-ID:
>>>>> <CAAUQgdDsnHd8s+ACL-XBtXBz6OO-T04CcJfnGfqwrYAV-=hxPg@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 <wiki.pine@gmail.com> 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" <hirav.gandhi@gmail.com>
>>> 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
>>>>> Analytics@lists.wikimedia.org
>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>
>>>>>
>>>>>
>>>>> _______________________________________________
>>>>> Analytics mailing list
>>>>> Analytics@lists.wikimedia.org
>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Oliver Keyes
>>>>> Research Analyst
>>>>> Wikimedia Foundation
>>>>>
>>>>>
>>>>>
>>>>> ------------------------------
>>>>>
>>>>> _______________________________________________
>>>>> Analytics mailing list
>>>>> Analytics@lists.wikimedia.org
>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>
>>>>>
>>>>> End of Analytics Digest, Vol 38, Issue 21
>>>>> *****************************************
>>>>>
>>>>>
>>>>>
>>>>> _______________________________________________
>>>>> Analytics mailing list
>>>>> Analytics@lists.wikimedia.org
>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> Oliver Keyes
>>>> Research Analyst
>>>> Wikimedia Foundation
>>>
>>>
>>>
>>> --
>>> Oliver Keyes
>>> Research Analyst
>>> Wikimedia Foundation
>>>
>>>
>>>
>>> ------------------------------
>>>
>>> _______________________________________________
>>> Analytics mailing list
>>> Analytics@lists.wikimedia.org
>>> 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 <okeyes@wikimedia.org>
>> To: "A mailing list for the Analytics Team at WMF and everybody who
>> has an interest in Wikipedia and analytics."
>> <analytics@lists.wikimedia.org>
>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>> basis
>> Message-ID:
>> <CAAUQgdD6Z5USsu11VW49fDMBSrhYEjxKU9yOPySEriB79J-5Cg@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 <hirav.gandhi@gmail.com> 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 <okeyes@wikimedia.org> 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 <hirav.gandhi@gmail.com> 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, analytics-request@lists.wikimedia.org
>>>>>> wrote:
>>>>>>
>>>>>> Send Analytics mailing list submissions to
>>>>>> analytics@lists.wikimedia.org
>>>>>>
>>>>>> 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
>>>>>> analytics-request@lists.wikimedia.org
>>>>>>
>>>>>> You can reach the person managing the list at
>>>>>> analytics-owner@lists.wikimedia.org
>>>>>>
>>>>>> 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 <wiki.pine@gmail.com>
>>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>>> has an interest in Wikipedia and analytics."
>>>>>> <analytics@lists.wikimedia.org>
>>>>>> Cc: Bharath Sitaraman <bharath1028@gmail.com>
>>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>>> basis
>>>>>> Message-ID:
>>>>>> <CAF=dyJgNUT+t6n6muJq16DuYiWP7et6ruHT3_-TZDnseP+29QQ@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" <hirav.gandhi@gmail.com>
>>>>>> 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
>>>>>> Analytics@lists.wikimedia.org
>>>>>> 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 <okeyes@wikimedia.org>
>>>>>> To: "A mailing list for the Analytics Team at WMF and everybody who
>>>>>> has an interest in Wikipedia and analytics."
>>>>>> <analytics@lists.wikimedia.org>
>>>>>> Cc: Bharath Sitaraman <bharath1028@gmail.com>
>>>>>> Subject: Re: [Analytics] Page views on a more frequent than hourly
>>>>>> basis
>>>>>> Message-ID:
>>>>>> <CAAUQgdDsnHd8s+ACL-XBtXBz6OO-T04CcJfnGfqwrYAV-=hxPg@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 <wiki.pine@gmail.com> 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" <hirav.gandhi@gmail.com>
>>>>>> 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
>>>>>> Analytics@lists.wikimedia.org
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>>
>>>>>>
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> Analytics@lists.wikimedia.org
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>> --
>>>>>> Oliver Keyes
>>>>>> Research Analyst
>>>>>> Wikimedia Foundation
>>>>>>
>>>>>>
>>>>>>
>>>>>> ------------------------------
>>>>>>
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> Analytics@lists.wikimedia.org
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>>
>>>>>> End of Analytics Digest, Vol 38, Issue 21
>>>>>> *****************************************
>>>>>>
>>>>>>
>>>>>>
>>>>>> _______________________________________________
>>>>>> Analytics mailing list
>>>>>> Analytics@lists.wikimedia.org
>>>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>>>>
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Oliver Keyes
>>>>> Research Analyst
>>>>> Wikimedia Foundation
>>>>
>>>>
>>>>
>>>> --
>>>> Oliver Keyes
>>>> Research Analyst
>>>> Wikimedia Foundation
>>>>
>>>>
>>>>
>>>> ------------------------------
>>>>
>>>> _______________________________________________
>>>> Analytics mailing list
>>>> Analytics@lists.wikimedia.org
>>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>
>>>
>>> _______________________________________________
>>> Analytics mailing list
>>> Analytics@lists.wikimedia.org
>>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>>
>>
>>
>>
>> --
>> Oliver Keyes
>> Research Analyst
>> Wikimedia Foundation
>>
>>
>>
>> ------------------------------
>>
>> _______________________________________________
>> Analytics mailing list
>> Analytics@lists.wikimedia.org
>> https://lists.wikimedia.org/mailman/listinfo/analytics
>>
>>
>> End of Analytics Digest, Vol 38, Issue 24
>> *****************************************
>
>
> _______________________________________________
> Analytics mailing list
> Analytics@lists.wikimedia.org
> https://lists.wikimedia.org/mailman/listinfo/analytics



--
Oliver Keyes
Research Analyst
Wikimedia Foundation

_______________________________________________
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https://lists.wikimedia.org/mailman/listinfo/analytics