The Greatest English Premier League club?

Vinay Acharya defends the Red Devils not just with raw passion but also with some solid numbers.

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In terms of EPL club fans, our office has representation for clubs such as Manchester United, Liverpool and Arsenal. Barbs and taunts fly thick and fast, especially on derby days. So we performed some basic analysis to try to answer that ever so contentious question…Which is the greatest Premiership club ever?

We put together a dataset of results and goal statistics for clubs, for the 21 most recent completed seasons of the English Premier League. We left out the first 3 seasons because they had 22 teams each, instead of the 20 teams-38 games norm.

Over these 21 seasons, 45 clubs have played in the English top tier. We included only those clubs that have been there for at least 9 of these seasons. Why 9? Well, we didn’t have the heart to exclude Leicester City, the reigning champions. In the process, we’ve left out many well-known clubs, including 7 that are playing in the current Premier League season. But they are hardly contenders for the title in question!

First-off, we looked at the average season-end position. Manchester United was top of this table, with an average position of 2. Close on their heels were Arsenal, Chelsea, Liverpool, Spurs and City, ranging between spots 3 and 8. Average number of points per season: The top 4 remained unchanged. City edged Spurs by a paltry 2 points – there’s something about City and close finishes isn’t there? Predictably, it was the same bunch when we looked at the average number of wins per season. The six usual culprits (along with Leeds) had the least average number of draws per season, ranging from 7.7 to 9.6. Seems like the big clubs pull no punches out there. At the other end, we noticed that the 4 clubs with the most number of draws per season, Aston Villa, Toffees, Boro and the Foxes have all been steady mid-table clubs; their average position being in the 10-12 range. Maybe, playing for a draw provides a good risk-return balance for the not-so-ambitious clubs. Apart from the big clubs, Everton and Villa had played in every single EPL season — that’s before Villa got relegated in May.

The trend of Manchester United’s dominance continued. They were the absolute best when considering the averages for other criteria too: least average number of losses per season (6.1), most average number of goals scored (75.1), least average number of goals conceded (34.3), highest average goal difference (40.8), and the highest average number of clean sheets (16.3). Do we have enough evidence to crown the Red Devils as the best Premiership club ever? Well, these numbers point in that direction. But I’m sure rival fans would vociferously disagree with the criteria!

Prepared to be President

 

Did you notice something in the 1st Presidential debate? Hillary did not mention Obama’s name very often. She made mention of ‘Obama’ only twice – once when she had no other go but to comment on the Obama birther issue and next when she had to comment on the Iraq war. What this shows is that Hillary is not riding on a feel-good factor that Obama has created but she is showing herself as a self-made and unique woman and that this election is about her and not Barack Obama. Trump on the other hand invoked Obama’s name too often perhaps trying to invite Hillary to defend ‘Obama’ and thereby make her look ‘incapable’, but Hillary was not falling for the Trump trick. She also was careful not to refer too much to her work as Secretary of state – she mentioned that only four times. Trump on the other hand kept referring to her time and again as ‘Secretary of State’. Hillary again was having none of that as she herself said ‘… prepared to be President’.

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Here is an interactive summary of the 1st Presidential Debate. The entire sequence of the debate is visualized and layered with fact check data from Politifact. The question & fact check markers combined with the search feature help bring out hidden insights to the reader. Have fun!

To be, or not to be – and other questions

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Today’s post millennial generation doesn’t waste time mulling over something. Why give your brain a workout when all of the world’s opinion for the most trivial, nonsensical query to the most hypothetical and everything in between is a ‘search’ away. Here’s a look at some of the popular ‘Should I…’ questions Indians have been asking on Google. The most popular ‘Should I’ questions in the India region have been mostly related to technology & gadgets – ‘Should I remove it?’ (Software), ‘Should I buy IPhone 5s’, ‘Should I upgrade to Windows 10’, ‘Should I update to iOS 9’ and so on.

There are also unhappy employees seeking the wisdom of the crowd asking ‘Should I quit my job?’ and you also have the strange ones – ‘Should I marry him?’, ‘Should I carry an umbrella today?’ Or how about this popular one? – ‘Should I die?’ One can only hope the search results for this one on page 1 offer some sensible advice. Pity Hamlet didn’t know about google.dk – it could have saved the Prince of Denmark a sombre soliloquy.

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To see what else the world is searching for head out here.