The Week in Stats: The decline of Real Madrid and Manchester United

TOPSHOT - Real Madrid's French coach Zinedine Zidane looks on after a press conference to announce his resignation in Madrid on May 31, 2018. - Real Madrid coach Zinedine Zidane said today he was leaving the Spanish giants, just days after winning the Champions League for the third year in a row. (Photo by PIERRE-PHILIPPE MARCOU / AFP) (Photo credit should read PIERRE-PHILIPPE MARCOU/AFP/Getty Images)
TOPSHOT - Real Madrid's French coach Zinedine Zidane looks on after a press conference to announce his resignation in Madrid on May 31, 2018. - Real Madrid coach Zinedine Zidane said today he was leaving the Spanish giants, just days after winning the Champions League for the third year in a row. (Photo by PIERRE-PHILIPPE MARCOU / AFP) (Photo credit should read PIERRE-PHILIPPE MARCOU/AFP/Getty Images) /
facebooktwitterreddit

This week we look at the numbers behind the declining fortunes of Real Madrid and Manchester United.

Giant missteps

A five-game rolling average is simply the mean average of a club’s figures in a certain metric over their past five matches.

Looking at these numbers for a side’s expected goals for and against gives us a very good gauge of how a team’s performances are improving or waning over the course of a season, or even from year to year.

Here we’ll use them to assess the fortunes of two giants of the European game: Real Madrid and Manchester United.

Starting with Manchester United, there are some obvious takeaways. Firstly, it’s very easy to see why the club dismissed both Louis van Gaal and Jose Mourinho.

Rolling xG averages - Manchester United 2014-19
Rolling xG averages - Manchester United 2014-19 /

Secondly, for all the hype and headlines, United are now pretty much back where they were when Ole Gunnar Solskjaer first took over.

In addition, those two big spikes in United’s xG performances — at the start of Mourinho’s second season in 2017-18 and then again following Solskjaer’s appointment — both came when they had a run of games against lesser sides.

For Mourinho, it was West Ham, Swansea, Leicester, Stoke, Everton, Southampton and Palace. For Solskjaer, it was Cardiff, Huddersfield, Bournemouth, Newcastle, Brighton, Burnley, Leicester and Fulham, plus a win over Tottenham with a lowly 0.96 xG.

Moving on to Real Madrid, Rafa Benitez was perhaps a little unlucky not to have been given more time, but then such are the pitfalls of choosing to work for Florentino Perez.

Rolling xG averages - Real Madrid 2014-19
Rolling xG averages - Real Madrid 2014-19 /

After a hugely impressive title-winning campaign under Zinedine Zidane in 2016-17, the writing already seemed to be on the wall towards the end of the following season, which saw Madrid finish 17 points behind champions Barcelona as Zidane’s first spell in charge reached its conclusion.

Julen Lopetegui started well before flat-lining, which led to him being sacked after only 10 league games — well worth disrupting Spain’s World Cup preparations for. Santiago Solari flat-lined at first, improved and then was dismissed, and things haven’t gotten any better since Zidane’s return.

Pride of place

Having looked last week at where on the pitch the leading scorers in the Premier League, La Liga and Serie A are taking their shots from, this week we’ll turn to where on the goal-frame these players are placing those scoring attempts.

Starting with the Premier League, one surprise – to me at least – is just how seldom any of them are finding the top corner of the goal.

Mo Salah - shot placement heatmap EPL 2018-19 MD36
Mo Salah - shot placement heatmap EPL 2018-19 MD36 /
Sergio Aguero - shot placement heatmap EPL 2018-19 MD36
Sergio Aguero - shot placement heatmap EPL 2018-19 MD36 /
Jamie Vardy - shot placement heatmap EPL 2018-19 MD36
Jamie Vardy - shot placement heatmap EPL 2018-19 MD36 /
Sadio Mane - shot placement heatmap EPL 2018-19 MD36
Sadio Mane - shot placement heatmap EPL 2018-19 MD36 /
P-E Aubameyang - shot placement heatmap EPL 2018-19 MD36
P-E Aubameyang - shot placement heatmap EPL 2018-19 MD36 /

Jamie Vardy has taken the most shots that are so wayward they don’t even fit on the map — five in total, three of which were close to the corner flag. In contrast, Pierre-Emerick Aubameyang hasn’t had any.

There are some striking contrasts in shooting style here. Although Vardy, Sergio Aguero and Sadio Mane are all right-footed, Vardy seems to have a preference to shoot to his left and Aguero tends to go to his right, while Mane is more unpredictable.

Next. The Week in Stats - Salah follows in Messi’s footsteps. dark

Over in La Liga, the shot placements of both Luis Suarez and in particular Lionel Messi are impressive, not that it did either of them much good against Liverpool on Tuesday, of course.

Lionel Messi - shot placement heatmap La Liga 2018-19 MD35
Lionel Messi - shot placement heatmap La Liga 2018-19 MD35 /
Luis Suarez - shot placement heatmap La Liga 2018-19 MD35
Luis Suarez - shot placement heatmap La Liga 2018-19 MD35 /
Karim Benzema - shot placement heatmap La Liga 2018-19 MD35
Karim Benzema - shot placement heatmap La Liga 2018-19 MD35 /
Cristhian Stuani - shot placement heatmap La Liga 2018-19 MD35
Cristhian Stuani - shot placement heatmap La Liga 2018-19 MD35 /
Iago Aspas - shot placement heatmap La Liga 2018-19 MD35
Iago Aspas - shot placement heatmap La Liga 2018-19 MD35 /

This again undermines the reputation that Suarez gained during his time in England as a wayward, reckless shooter. It also suggests that despite the Uruguayan clearly now being past his peak, he still isn’t going to be an easy player for Barca to replace. Similarly, the form of 31-year-old Karim Benzema has been one of the few bright spots in an awful season for Real Madrid.