## Attack breakdowns: Premier League, 9 Nov 2018

With the FA Cup first round and subsequent international break creating a bit of a breather, I thought it would be interesting to take a first look of the season at the club-by-club attack breakdowns. These are explained in detail here, but in summary they are simple scatter graphics that work as follows:

##### Explanation

Each graphic shows a club’s main attacking players: those who have:

1. Featured for at least a quarter of their total pitch minutes in the league this season, and
2. Taken an average of at least one shot per game.

The size of each player’s bubble is proportional to the percentage of possible minutes that they’ve played.

Each player’s bubble is plotted on a chart with the two axes working like this:

• On the horizontal axis we have their goal threat, based on the “expected goals” value of shots taken per 90 minutes. This is effectively a measure of the combined quality of their goalscoring chances.
• On the vertical axis we have their scoring rate, using a less abstract measure of actual number of goals scored per 90 minutes.

Both axes exclude penalties, as those can massively skew a player’s contribution away from the threat they pose from open play.

There’s a shaded “stripe” which indicates the long-term shot conversion rate of all finishers except the top and bottom 10%, so we can identify those whose performance may be unsustainable (i.e. unlikely to be repeated next season). If a player is above the stripe, they’re converting chances at a rate consistent with someone in the top 10% of finishers, and likewise a player below the line is in the worst 10%. Based on what we know about the specific player, we can therefore take a view on whether we expect their scoring rate to continue.

##### Club-by-club graphics

Sergio Aguero is leading the way as the most potent goal threat per 90 minutes, although his understudy Gabriel Jesus looks like a scarily capable replacement. Danny Ings has been Southampton’s main attacking outlet by some distance so far but has underachieved from the opportunities he’s had – although not to the extent of Michail Antonio, Olivier Giroud and Christian Benteke. At Arsenal, Pierre-Emerick Aubameyang looks to be running a bit hot so far, as have the recently-feted Richarlison at Everton and Anthony Martial at Man Utd.