Interested in an Erlang book? :P Pretty sure I have one of those laying around here...
Cheers, Bharath ᐧ On Wed, Apr 15, 2015 at 10:38 AM, Oliver Keyes <[email protected]> wrote: > I accept payment in books, pull requests and speaking invitations ;p. > > (Updated check-the-minimum query running now!) > > On 15 April 2015 at 13:35, Hirav Gandhi <[email protected]> wrote: > > Sorry Oliver. Let me know where I can send the beer/coffee money to > > compensate you for the hard work :) > > > > > > > > On Wed, Apr 15, 2015 at 10:34 AM, Oliver Keyes <[email protected]> > wrote: > >> > >> /This/ you say 2.5 seconds after I've launched the query ;p. Yes, it > >> is possible, but I'll have to recalculate the likely minimum and check > >> that it's still okay. > >> > >> On 15 April 2015 at 13:32, Hirav Gandhi <[email protected]> wrote: > >> > Hi Dario, > >> > > >> > One last question - would it be possible to break it out into mobile > vs > >> > desktop? We are also concerned there might be seasonality effects in > >> > there > >> > as well. Please let us know. > >> > > >> > Best, > >> > > >> > Hirav > >> > > >> > > >> > > >> > On Wed, Apr 15, 2015 at 10:27 AM, Dario Taraborelli > >> > <[email protected]> wrote: > >> >> > >> >> thanks, both. Let's go ahead with English only and no spiders > filtered > >> >> or > >> >> mobile/desktop breakdown, per Oliver. > >> >> > >> >> Michelle – given the aggregation level I am fine moving forward with > >> >> this > >> >> release, but let me know off-thread if you have any questions. > >> >> > >> >> Dario > >> >> > >> >> On Wed, Apr 15, 2015 at 9:53 AM, Oliver Keyes <[email protected]> > >> >> wrote: > >> >>> > >> >>> Dario, > >> >>> > >> >>> No spider filtering, and no split between mobile and desktop; mobile > >> >>> and desktop are grouped. > >> >>> > >> >>> On 15 April 2015 at 12:46, Hirav Gandhi <[email protected]> > >> >>> wrote: > >> >>> > e.g. German* > >> >>> > > >> >>> > I need more coffee. > >> >>> > > >> >>> > > >> >>> > > >> >>> > On Wed, Apr 15, 2015 at 9:35 AM, Hirav Gandhi > >> >>> > <[email protected]> > >> >>> > wrote: > >> >>> >> > >> >>> >> Dario - we just want a representative samples of traffic for a > >> >>> >> popular > >> >>> >> site like Wikipedia. We thought limiting to the English Wikipedia > >> >>> >> would be > >> >>> >> easier. > >> >>> >> > >> >>> >> If we get aggregated data across all language Wikipedia sites, we > >> >>> >> would > >> >>> >> need someway to tease out which language is being queried when. > >> >>> >> Some > >> >>> >> languages (for e.g. German) we would hypothesize would have more > >> >>> >> daily > >> >>> >> seasonality than languages like English. > >> >>> >> > >> >>> >> > >> >>> >> > >> >>> >> On Wed, Apr 15, 2015 at 9:32 AM, Dario Taraborelli > >> >>> >> <[email protected]> wrote: > >> >>> >>> > >> >>> >>> Hirav, Bharath – I also want to hear from you if there's a > >> >>> >>> specific > >> >>> >>> reason to ask for English Wikipedia only or if a dataset > >> >>> >>> encompassing > >> >>> >>> aggregate pageviews across all Wikimedia properties would do the > >> >>> >>> job. > >> >>> >>> > >> >>> >>> Dario > >> >>> >>> > >> >>> >>> On Wed, Apr 15, 2015 at 9:09 AM, Dario Taraborelli > >> >>> >>> <[email protected]> wrote: > >> >>> >>>> > >> >>> >>>> Oliver -- thanks for running a preliminary check, I'm fine > >> >>> >>>> releasing > >> >>> >>>> this data in aggregate under CC0, I believe it would be > valuable > >> >>> >>>> for > >> >>> >>>> this > >> >>> >>>> and other research projects (copying Michelle from Legal). > >> >>> >>>> > >> >>> >>>> Before we do so, though, I want to confirm the specs: aggregate > >> >>> >>>> pageviews per second to English Wikipedia, excluding bot > traffic, > >> >>> >>>> broken > >> >>> >>>> down by access method (mobile web vs desktop site, not apps) > for > >> >>> >>>> a > >> >>> >>>> 60-day > >> >>> >>>> period. Oliver – are these the filters you used to identify the > >> >>> >>>> data > >> >>> >>>> point > >> >>> >>>> with the smallest number of observations? > >> >>> >>>> > >> >>> >>>> Obviously, we will need to take into account this release when > we > >> >>> >>>> start > >> >>> >>>> working on projects such as > >> >>> >>>> > >> >>> >>>> > >> >>> >>>> > https://meta.wikimedia.org/wiki/Research:Geo-aggregation_of_Wikipedia_edits > >> >>> >>>> and > >> >>> >>>> > >> >>> >>>> > >> >>> >>>> > https://meta.wikimedia.org/wiki/Research:Geo-aggregation_of_Wikipedia_pageviews > >> >>> >>>> > >> >>> >>>> Dario > >> >>> >>>> > >> >>> >>>> 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= > [email protected]> > >> >>> >>>>> >> 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= > [email protected]> > >> >>> >>>>> >> 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= > [email protected]> > >> >>> >>>>> >>>>> 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-= > [email protected]> > >> >>> >>>>> >>>>> 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= > [email protected]> > >> >>> >>>>> >>>>>> 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-= > [email protected]> > >> >>> >>>>> >>>>>> 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 > >> >>> >>>> > >> >>> >>>> > >> >>> >>>> > >> >>> >>>> > >> >>> >>>> -- > >> >>> >>>> Dario Taraborelli > >> >>> >>>> Senior Research Scientist, Research and Data Lead > >> >>> >>>> Wikimedia Foundation > >> >>> >>>> http://wikimediafoundation.org > >> >>> >>>> http://nitens.org/taraborelli > >> >>> >>> > >> >>> >>> > >> >>> >>> > >> >>> >>> > >> >>> >>> -- > >> >>> >>> Dario Taraborelli > >> >>> >>> Senior Research Scientist, Research and Data Lead > >> >>> >>> Wikimedia Foundation > >> >>> >>> http://wikimediafoundation.org > >> >>> >>> http://nitens.org/taraborelli > >> >>> >> > >> >>> >> > >> >>> > > >> >>> > >> >>> > >> >>> > >> >>> -- > >> >>> Oliver Keyes > >> >>> Research Analyst > >> >>> Wikimedia Foundation > >> >>> > >> >>> _______________________________________________ > >> >>> Analytics mailing list > >> >>> [email protected] > >> >>> https://lists.wikimedia.org/mailman/listinfo/analytics > >> >> > >> >> > >> >> > >> >> > >> >> -- > >> >> Dario Taraborelli > >> >> Senior Research Scientist, Research and Data Lead > >> >> Wikimedia Foundation > >> >> http://wikimediafoundation.org > >> >> http://nitens.org/taraborelli > >> > > >> > > >> > > >> > _______________________________________________ > >> > 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 > > > > > > -- > Oliver Keyes > Research Analyst > Wikimedia Foundation > -- Bharath Sitaraman [email protected]
_______________________________________________ Analytics mailing list [email protected] https://lists.wikimedia.org/mailman/listinfo/analytics
