Jake Osgathorpe analyzed the scoring data this season so far, and analyzed how some teams create opportunities and where their weaknesses are.
Penalties occurred in 25 of the 38 games this season, and the number is staggering. This conceals the fact that the two teams lacked sports to score goals.
Leicester scored five penalties in four games. This means that penalty kicks (total 4.0 xG) accounted for half of their total xG so far this season, while the Foxes averaged only 0.98 non-penalty xGF per game.
Lampard's Chelsea also scored four penalty kicks in four games, which means that 41% of their total xG so far this season is due to penalty kicks.
The Blues averaged only 1.15 non-penalty xGF per game, which is far below our expectations, especially considering their spending on offensive players this summer.
Everton (2.94 xG) and Tottenham (2.53 xG) are far ahead in xG for free kicks and corner kicks.
埃弗顿（2.94 xG）和热刺（2.53 xG）的任意球和角球在xG方面遥遥领先。
Toffee's set ball is very dangerous. Keane and Mina both scored at the beginning of the season, and Lewin also performed well in the top spot.
Newcastle is the team with the lowest set kick xG so far this season, only 0.26 xG, followed by Leicester's 0.29 xG.
纽卡斯尔是本赛亚博app手机版季迄今为止踢球最低的球队，只有0.26 xG，其次是莱斯特的0.29 xG。
We can also divide xG into two categories: "fast offense" and "normal offense".
Although it is only the beginning of the season and the sample size is small, there is one team that has performed well in "fast break".
The Wolves’ "fast break" so far this season has reached 2.01 xG, accounting for 42% of their total xG, and Crystal Palace is close behind with 1.09 xG.
到目前为止，狼队的“快攻”已经达到2.01 xG，占其总xG的42％，而水晶宫仅以1.09 xG紧随其后。
Neither Arsenal nor the Premier League leader Everton have yet to generate any xG data through the "fast break".
Arsenal's offense is not exciting, but there are already some positive signs on defense.
The Gunners' set kicks (corners and free kicks) xGA is only 0.33, ranking third.
Arsenal's set-piece xGA only accounts for 6% of the total xGA. Although it is currently only a small sample size, compared to last season's 27%, this is a positive development in set-piece defense.
Arsenal's "fast break" xGA this season is only 0.18, which shows that they organized very well when their opponents "fast break" due to mistakes and so on.
However, although they have improved in some areas, there is still a lot of work to be done, because only West Brom (5.31 xGA) has produced more xGA in the "general attack" than the Gunners (4.58 xGA), which shows that they are in Poor defensive performance in positional combat.
但是，尽管它们在某些方面有所改进，但仍有很多工作要做，因为在“一般性攻击”中，只有西布朗（5.31 xGA）产生的xGA比枪手（4.58 xGA）多，这表明他们的阵地防守表现不佳。
When Roy Keane hinted that Liverpool were "sloppy" in the 3-1 win over Arsenal, Klopp's reaction was angry, which prompted him to adopt a "high-risk, high-reward" defensive approach.
This method obviously did not have an effect on Aston Villa in the next game. The Reds missed 6 "good opportunities" in a 7-2 loss.
The high-post defense used by Liverpool is for offside, but if the defense is inconsistent or the midfielders are not well protected, it will be catastrophic.
We can also count the number of xGs scored and scored by "one-on-one".
Unsurprisingly, given the season-to-date data, Liverpool topped the list of "one-on-one" goals with 1.76 xGA, three times the 0.52 xGA of second-ranked Southampton.
毫不奇怪，鉴于本赛季的最新数据，利物浦以“ 1.71 xGA”高居“一对一”进球榜的首位，是排名第二的南安普敦0.52 xGA的三倍。
1.76 xGA accounts for 30% of the total xGA generated by Liverpool so far this season. And considering that Liverpool only produced 2.35 xGA in "one-on-one" last season, this is even more worrying.
The Red Army’s problems in this regard urgently need to be resolved.
So far, West Brom’s xGA on set balls is the highest in the Premier League, reaching 2.51, but this is also a problem for Fulham (2.17xGA) and Newcastle (2.17 xGA).
In fact, 31% of the xGA produced by Newcastle comes from set balls. Fulham has followed 30%, and so has Leicester.
West Ham performed very well in set-piece defense, producing only 0.15 xGA in four games.