What Youtube Data Says About the GOP Presidential Race

Donald Trump not only leads the polls, but so far, his youtube channel is also the most watched.

By Average number of views  as of Friday 29th of January 2016
Trump 152,710.00
Trump* 36,544.00
Rubio 28,467.21
Carson 13,483.30
Bush 11,769.13
Cruz 5,583.50

*without the record 1.7m viewers from his announcement.

Conversely, the data is grim for Jeb Bush. While his channel gets twice as many views on average than Cruz, relatively few people have indicated an interest in keeping in touch.

By Number of Subscribers  as of Friday 29th of January 2016
Cruz 26,848
Trump 16,723
Carson 16,485
Rubio 14,066
Bush 4,541

This is probably the most worrying statistic. While averages views may reflect the interest of both supporters, detractors, or mere curiosity, subscribing to a channel is more likely to indicate a clear preference. Detractors and others, may be less likely to make this commitment and might not want their subscription to be mistaken for an endorsement.

Analysing Youtube data, also gives a glimpse on how the candidates’ teams use this particular platform.

Cruz for instance, publishes several videos a day. Indeed, Cruz’ team published more videos in the past four days than the 19 the Trump’s team published in nine months, when his first official video was published. This relative abundance may, at least in part, explain why Cruz’ number are so paradoxical; because there are so many videos published in a given day, there is less anticipation.

This GOP race has also been characterised by controversy. Unlike twitter or facebook, youtube offers a way to evaluate how controversial a message is: this is the likes/dislikes ratio.

According to this ratio, if the GOP were looking for the least controversial candidate then Rubio is the man.

Least controversial (more likes than dislikes as a ratio)
 as of Friday 29th of January 2016
Rubio 24,74
Carson 16.9
Cruz 5,77
Trump 1.15
Bush 0.34

While Trump has just about more likes than dislikes (1.15 likes for every dislike) Jeb Bush’s message simply do not resonate with his viewers. Strikingly and probably very disappointingly for the Bush’ family, Barbara Bush’s video was disliked almost five more times than it was liked.

Views 68,047 Likes 116 Dislikes 524

If the campaign team were hoping for a boost by bringing a big gun, this particular shot misfired.

Kindle-like stats

While the statistics above were compiled from publicly available data, a campaign manager has access to a crucial set of data: the average view duration. Just like Amazon is able to know how fast we read a book on a Kindle and at what point, if any, we quit reading a particular book, youtube offers publishers the ability to know the “Es­tim­ated av­er­age minutes watched per view for the se­lec­ted con­tent, date range, re­gion and oth­er fil­ters.”

Screen Shot 2016-01-31 at 19.09.07

To be more specific and useful, are there images or words during a given video that make viewership drop? If so, why and should anything be done about it? One way to go about optimising messages and images, is to follow the Buzzfeed A/B testing approach. This, would require publishing near identical videos and select the one that makes people watch till the end

Download the Youtube Data Spreadsheet.

College apps should emphasize passion not accomplishments, says Harvard report

Do colleges put too much pressure on students to impress admissions committees with achievements and accolades? A new report from the Harvard Graduate School of Education recommends limiting the number of advanced placement classes and extracurricular activities that students can list on applications. Judy Woodruff learns more from Richard Weissbourd.

Source: College apps should emphasize passion not accomplishments, says Harvard report

Uber Launches Car Sharing in London

Read the press release below.

Source: Psst, London! There’s a cheaper way to ride arriving Friday


Gradifi: An App Aiming to Reduce Student Debt

Gradifi is a Boston based firm that offers students the ability to reduce their student debt.

Once a student has submitted his loan details, companies join a Student Loan Paydown Plan. This is a form of employer benefits that is much more attractive to young adults than 401k.

Presumably this is a win-win for both students and employers. The former can get out of debt sooner while the latter can attract, recruit and retain employees who have taken out student loans.

The gradifi.com website offers a calculator that allows students to see how much time and money they can save. (Click on image to link to the calculator).

Gradifi-student loan calculator

Top 100 TV Series by Average Rating

Download the top 100 series by average rating according to IMDB.

Click on the picture to download

IMDB-Top Series by rating – IMDB-Top Series by rating

Frequency of Selected Words in English Language Books

Frequency of selected terms in books scanned under Google’s Ngram programme.
“Trick or treat”

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“Game changer”

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“Quinoa”, around for surprisingly long.

Screen Shot 2015-11-02 at 20.36.05
“Cancer” versus “Diabetes”

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Coca Cola Buys Emoji