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AIUnderPressure

@AIUnderPressure

2 years

AI Under Pressure Podcast: Analytics 101

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AIUnderPressure

@AIUnderPressure

5 years

Alisson Becker saved the last 16 shots on target he faced this season including 6 big chances

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AIUnderPressure

@AIUnderPressure

6 years

Since joining, Virgil van Dijk has the highest aerial duel win rate in the EPL (87.5%), winning 21/24. Colossus.

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AIUnderPressure

@AIUnderPressure

4 years

We are seriously excited about the Diogo #Jota links. Almost a statistical clone of Sadio Mane at Southampton

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AIUnderPressure

@AIUnderPressure

5 years

Jurgen Klopp has won 12 of 15 two leg European ties as a manager.

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AIUnderPressure

@AIUnderPressure

8 years

120.284km Liverpool's record distance covered in a Premier League match in history

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AIUnderPressure

@AIUnderPressure

5 years

Using our unique data, here's a visualisation of our pressing evolution under Klopp. Direct of play is right to left On left is when game is level, on right when leading Top images are 2016/17, bottom are 2019/20 #lfc

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AIUnderPressure

@AIUnderPressure

11 months

@LiamTharmeCoach Finally, a shout out to the big man Darwin Nunez. This would be an outstanding press-map for any #LFC centre forward, for Nunez this is a REVELATION. 59.2 possession adjusted is the 5th highest single match figure in our database!

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AIUnderPressure

@AIUnderPressure

5 years

Mo Salah's gegenpressing is often under-rated by fans and media. This is his pressmap vs Arsenal. 16 in the opposition box! Bobby was sensational vs Arsenal and had 42 presses, Mo had 41 (his 2nd highest match total ever)

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AIUnderPressure

@AIUnderPressure

4 years

All comps since the start of last season, excluding minutes played in defence. Naby Keita tops literally every single qualitative pressing metric that we have

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AIUnderPressure

@AIUnderPressure

7 years

Bobby Firmino against all CF in Europe that played>15games: Passes 1st Chances 1st Assists 10th Goals 57th tackles 1st Sprints 1st Dist 1st

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AIUnderPressure

@AIUnderPressure

5 years

Top 10 player pressing seasons under Klopp #LFC

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AIUnderPressure

@AIUnderPressure

5 years

Here is our 2019/20 data (all comps, when playing in centre midfield only) Presses p90 (adjusted for possession) 32.8 Fabinho 29.6 Ox 29.3 Keita 28.9 Milner 28.4 Hendo 17.6 Gini

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AIUnderPressure

@AIUnderPressure

6 years

There's been a lot of noise about Naby Keita in the last week, here's our view using our unique data. First of all, these are the players with 30+ presses p90 since we started collecting.

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AIUnderPressure

@AIUnderPressure

1 year

An outstanding pressing dashboard from Stefan Bajcetic. Volume, intensity and quality - the complete package. Best individual pressing performance by any #LFC players since Naby Keita FA Cup semi-final

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AIUnderPressure

@AIUnderPressure

7 years

Points from 1st 88 league games in charge 175 Dalglish 163 Paisley 162 Klopp 159 Rodgers 157 Benitez 150 Evans 146 Houllier 129 Souness

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AIUnderPressure

@AIUnderPressure

3 years

LFC 2020/21 Pressing Summary of our in-house collected data (min 150 presses) All stats include only minutes played in mifield and attack Presses p90 (raw) 39.4 Keita 27.0 Jota 25.9 Firmino 24.2 Thiago 21.4 Jones 15.5 Henderson 15.3 Wijnaldum

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AIUnderPressure

@AIUnderPressure

2 years

The Best Kind of Pressing: High Value Possession Wins Leading to Shots, Goals or Counterattacks... Fabinho in a league of his own, Thiago and Keita standouts.

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AIUnderPressure

@AIUnderPressure

4 years

According to our unique data, in calendar year 2020 Mo Salah has become the most effective presser in the team. He has 13 presses leading to shots, every 146 minutes. The next best is Bobby with 9, every 202 mins #LFC

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AIUnderPressure

@AIUnderPressure

2 years

Mane and Salah have had some huge pressing games in the past but both got their career max against City, 47 for Sadio and 49 for Mo (with 14 possession wins!) Naby Keita delivered the highest possession adjusted figure we've ever collected, 65.1 !!

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AIUnderPressure

@AIUnderPressure

5 years

Only 7 EPL have > 5.5 aerial duels p90 this season. VVD & Matip are a combined 14.4 p90 at a sensational 83% win rate. VVD 7.7 @ 80% Matip 6.7 @ 88% Dont underestimate the importance of this in the EPL.

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AIUnderPressure

@AIUnderPressure

11 months

@LiamTharmeCoach More importantly, for the first time Nunez showed genuine systemic integration with his team mates in when and how to press. He was happy to take his cue from his team-mates and would wait for backup rather than go on mad solo dashes. There is real discipline in that press map

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AIUnderPressure

@AIUnderPressure

5 years

According to our unique data, #LFC have now had 281 shots from pressing situations in the EPL under Klopp. The conversion rate of open play shots from pressing is 50% higher than shots from non-pressing.

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AIUnderPressure

@AIUnderPressure

5 years

2018/19 most presses p90 (all comps, excludes minutes at fullback, centre back) 32.5 Keita 29.5 Bobby 29.3 Milner 28.8 Fab 25.2 Hendo Ox 2017/18 was 35.1, Bobby 32.9

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AIUnderPressure

@AIUnderPressure

4 years

Mo Salah has 21 presses leading to shots this season, every 177 minutes. This is the highest volume AND best rate in the team. 3 of them in the 2 games covered by our latest pod which is out very soon

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AIUnderPressure

@AIUnderPressure

11 months

Been a while since we posted any of the in-house pressing data viz but we've finally got a performance to get excited about. Aston Villa was huge strides in the right direction #LFC 🧵

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AIUnderPressure

@AIUnderPressure

3 years

Real Madrid pod is out and unsurprisingly there is detailed look at our pressing using our unique data. The narrative that "we didn't press" is wrong. We pressed Real 167 times and the Leipzing first leg was 172. The issue was where and how we pressed. THREAD

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AIUnderPressure

@AIUnderPressure

5 years

One real positive in the Southampton game was the return of Ox. 21 total presses not a huge number but two standouts: 1) 100% efficiency 2) 14 presses leading to possession wins. That's the joint 3rd highest match total we've seen for a player under Klopp

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AIUnderPressure

@AIUnderPressure

7 years

Lose% as manager: 14 Dalglish 1 18 Paisley, Fagan 20 Klopp 23 Benitez, Shankly, Evans 24 Houllier 25 Rodgers 29 Souness 30 Dalglish 2 32 Hodgson

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AIUnderPressure

@AIUnderPressure

6 years

2018/19 so far (2017/18) 1) Presses p90 32.7 Fabinho (Ox 34.4) 31.4 Keita 30.5 Firmino (33.7) 27.5 Milner (27.6) 26.2 Henderson (26.2) 22.6 Mane (24.3) 20.5 Shaqiri 20.5 Salah (18.4)

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AIUnderPressure

@AIUnderPressure

4 years

The early signs in our unique pressing data for Minamino and Jones are as promising as Keita and Ox when they broke into the team. Minamino leads the team for possession adjusted presses p90 (42.4) and a press leading to a shot every 96 minutes (Salah next best 172 mins)

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AIUnderPressure

@AIUnderPressure

4 years

Possession wins p90 this season vs last season Keita 7.0 (7.2) Firmino 3.6 (5.2) Salah 10.5 (4.6) Mane 7.3 (3.8) Wijnaldum 3.2 (3.7) Salah has become a possession winning monster so far this season

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AIUnderPressure

@AIUnderPressure

7 years

Mignolet’s Improvement This Season… watermarked and all… Use to your hearts content now folks 😊

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AIUnderPressure

@AIUnderPressure

5 years

Also an elite off-ball performance from the centre forward position by Mo. 29 pressing actions, only 1 fail and 10 leading to possession wins, the most in the team. 9 of those turnovers were inside the Leicester defensive 3rd 🔥

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AIUnderPressure

@AIUnderPressure

5 years

#LFC most points in a season after 33 games: 82 2018/19 +55 GD 78 1978/79 +58 77 1987/88 +53 74 2013/14 +50, 1982/83 +50 72 1968/69 +34 71 2008/09 +38

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AIUnderPressure

@AIUnderPressure

7 years

. @GagsTandon @AnalyseSport @DanKennett @StatsSwearwords Simon Mignolet Aerial Duels/Claims/Punches summary as discussed on latest pod

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AIUnderPressure

@AIUnderPressure

2 years

For last night's episode, @Barts78 ran a Monte Carlo sim on the likelihood of Liverpool scoring zero goals across the three finals... It was more likely we scored FIFTEEN than ZERO. Most likely we score 7. It was just an extreme outlier.

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AIUnderPressure

@AIUnderPressure

5 years

A look at player pressing since the start of 2018/19 using our unique data: 1. Possession wins p90 7.0 Keita 6.6 Fabinho 6.0 Ox 5.3 Firmino 4.9 Lallana 4.7 Hendo Everyone else 4 or less

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AIUnderPressure

@AIUnderPressure

4 years

Damn typo. Mane XA should be 0.17, not 0.7

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AIUnderPressure

@AIUnderPressure

5 years

Possession wins via pressing p90 7.8 Fab 7.0 Keita 5.8 Bobby 5.6 Hendo 4.8 Milner Ox 2017/18 was 6.1, Bobby 5.7

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AIUnderPressure

@AIUnderPressure

4 years

And this is Jota vs Mane LAST 2 SEASONS. Considering Jota is 5 years younger and on a weaker team this is a very strong comparison

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AIUnderPressure

@AIUnderPressure

6 years

As discussed on our latest pod. Sadio Mane's 16 presses leading to shots this season. He is absolutely killing that left halfspace. Sadio is every 111 mins this season. Ox was top last year with every 157 mins.

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AIUnderPressure

@AIUnderPressure

6 years

Between 20% and 50% reduction in all key defensive metrics since VVD signed

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AIUnderPressure

@AIUnderPressure

3 years

One thing we go in depth on was the LFC high line/offside trap. Brentford caught offside SEVEN times in 1st half, virtually every attack. We have caught our opponents offside 78 times, 31 more than any other team!

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AIUnderPressure

@AIUnderPressure

3 years

Quick update on our key pressing metrics after 20% of the season. Presses p90 (possession adjusted) 35 Elliott, Jota 34 Firmino, Keita 33 Jones 29 Henderson

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AIUnderPressure

@AIUnderPressure

5 years

Ox is back: Most possession wins via pressing Most pressing in groups Highest efficiency in team 1 led to counter 12.2km pro-rata

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AIUnderPressure

@AIUnderPressure

6 years

Jurgen Klopp has won 9 out of 12 two leg European ties as manager.

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AIUnderPressure

@AIUnderPressure

8 years

Ragnar Klavan has now played ten matches, and been on the winning side 9 times. 90% win percentage.

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AIUnderPressure

@AIUnderPressure

2 years

Big Save% since 2018/19 (Opta big chances saved Vs faced) Alisson Becker has 4 of the top 5 individual seasons with only Mat Ryan 19/20 breaking his monopoly

AIUnderPressure

@AIUnderPressure

2 years

Two data viz to emphasise the brilliance of Alisson Becker. This is all Premier League GK (min 50 games since 18/19) and their performance vs high quality chances on target (think a 1 on 1 or shot with clear line of sight to goal). The big man is in a league of his own #lfc

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AIUnderPressure

@AIUnderPressure

7 years

Mo Salah 2017/18 goal projection: 3500 minutes 36 goals 4000 minutes 42 goals 4500 minutes 47 goals

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AIUnderPressure

@AIUnderPressure

2 years

A look at our updated pressing trends under Klopp. First of all press efficiency. After some significant issues in the Autumn (e.g. replacing key system cogs like Wijnaldum/Firmino) there has been a very strong recovery and we are now close to our peak historical performance

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AIUnderPressure

@AIUnderPressure

6 years

LFC vs EPL Bottom 14 this season (6 matches) When game is TIED: 132 minutes 65% possession 22-7 shots (76% TSR) 8-0 big chances (5.4 p90) When WINNING: 439 minutes 57% possession 63-49 shots (56% TSR) 6-2 big chances (1.2 p90)

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AIUnderPressure

@AIUnderPressure

7 years

Jurgen Klopp has won more matches (6) against Pep Guardiola than any other manager

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AIUnderPressure

@AIUnderPressure

4 years

Yes it was Mo fucking Salah. 16 possession wins ties Emre Can's record of 16 at Burnley in 2017/18

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AIUnderPressure

@AIUnderPressure

6 years

2) Possession Wins from pressing p90 8.5 Fabinho (Can 6.1) 7.3 Keita 5.7 Firmino (5.8) 5.3 Henderson (5.3) 4.5 Mane (3.8) 4.5 Milner (4.9) 4.5 Shaqiri 4.0 Salah (2.4)

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AIUnderPressure

@AIUnderPressure

6 years

If Keita is still 30+ p90 after 1500-2000 minutes then he'll be confirmed as a perfect player for the Klopp system. Against Palace his distance was 9.2k when he was subbed, which projects to a monster 12.5k over the full match

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AIUnderPressure

@AIUnderPressure

2 years

Thread of images to support our latest (and free!) pod doing a deep dive on Luis Diaz

AnfieldIndex

@AnfieldIndex

2 years

The @AIUnderPressure Podcast: The Luis Lowdown! With: @DanKennett @AnalyseSport & @Barts78 🆓 Instant Free Play Podcast (No Signup Required):

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AIUnderPressure

@AIUnderPressure

5 years

Nice timing for one of our most productive ever spells of gegenpressing under Klopp #lfc

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AIUnderPressure

@AIUnderPressure

6 years

So despite his "on ball" productivity being mediocre so far we think there are a lot of very positive signs. When the on-ball side of his game finally clicks, he could well be the full package and a rival to Ox, Bobby and Fab as our most valuable off-ball player.

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AIUnderPressure

@AIUnderPressure

4 years

This season in the EPL we have had 72 shots that originating from pressing. Here's the location of those presses. Our top players for presses leading to shots are: 12: Salah, Firmino 10: Robertson 9: Fabinho, Henderson

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AIUnderPressure

@AIUnderPressure

7 years

For the 1st time in 7 years, #LFC finished an EPL season making LESS than the league average amount of defensive errors

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AIUnderPressure

@AIUnderPressure

4 years

Jurgen talked about the "best behind closed doors counter pressing ever" after the match. We don't agree with Jurgen. According to our data we have this as the most intense full match pressing performance EVER. And this is the 203rd match we've collected. Pod recording later

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AIUnderPressure

@AIUnderPressure

5 years

After last night's famous win we have moved up to our highest ever points total in the @EuroClubIndex , even higher than Rafa's best team.

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AIUnderPressure

@AIUnderPressure

5 years

About a third of responses said Ox and they were correct! 60.8 presses (possession adjusted) We had 59% possession while Ox was on the pitch and he was on for 13.6km full match 🔥

AIUnderPressure

@AIUnderPressure

5 years

One of our players broke the record for single match pressing volume against United, anyone want to guess who? Quality was superb as well, 10 possession wins and THREE leading to shots.

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AIUnderPressure

@AIUnderPressure

5 years

Average pressing positions for Arsenal are absurd. We've seen this extent of high pressing only once before under Klopp, anyone want to guess which match?

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AIUnderPressure

@AIUnderPressure

5 years

2019/20 Possession Wins p90 7.4 Ox 6.1 Fabinho 5.5 Keita 4.6 Hendo 3.5 Gini 3.4 Milner

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AIUnderPressure

@AIUnderPressure

3 years

With the #EPL returning this weekend, it's time for our look at one of the issues affecting #LFC this season: the effectiveness of our systemic press. We think this is a unique perspective using our in-house pressing data

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AIUnderPressure

@AIUnderPressure

3 years

Tyler Morton vs AC Milan. An excellent pressing performance. 88% efficiency (high in a scratch team that had low efficiency) 10 group presses (most in team) 9 high value presses (most in team)

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AIUnderPressure

@AIUnderPressure

4 years

Pressing heatmaps for the #LFC front 5 so far this season, some subtle changes to previous seasons

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AIUnderPressure

@AIUnderPressure

4 years

Top single match pressing volumes this season 42 Salah Vs Ajax H 42 mane Vs Chelsea 40 firmino Vs Chelsea 40 Salah Vs arsenal 39 Salah Vs Chelsea

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AIUnderPressure

@AIUnderPressure

4 years

THREAD: Most intense full-match pressing performances under Klopp 2015/16 to present. Principle = You don't press when you have the ball Intensity = Number of pressing actions adjusted for LFC possession share and volume of opposition passes

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AIUnderPressure

@AIUnderPressure

4 years

Thread: LFC had effectively won the league on Jan 29th after 24 games when we had a 19 point lead (some could argue we had it won earlier than that but there is no argument after GW24)

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AIUnderPressure

@AIUnderPressure

5 years

A thread of some team and individual highlights from 2019 using our unique data

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AIUnderPressure

@AIUnderPressure

3 years

2 textbook examples of pressing make the MOTD2 analysis. First is a press leading to a direct possession win, 2nd leading to a shot

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AIUnderPressure

@AIUnderPressure

5 years

For context, here are our highest CM Presses p90 seasons under Klopp: 41.7 Ox 17/18 41.6 Keita 18/19 36.3 Fabinho 18/19 35.6 Lallana 15/16 34.5 Allen 15/16 34.2 Milner 17/18 34.1 Can 17/18, Hendo 15/16

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AIUnderPressure

@AIUnderPressure

6 years

This was the data perspective for the GK shortlist on the AI Committee podcast #Karius #LFC

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AIUnderPressure

@AIUnderPressure

5 years

Porto pod out imminently and we celebrate an excellent off ball performance. All 3 midfielders good but Keita best presser AND highest distance covered.

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AIUnderPressure

@AIUnderPressure

4 years

2 games played. 94 minutes when game is tied, #LFC have conceded a total of 2 shots and 0.07 XG New season, same old Reds

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AIUnderPressure

@AIUnderPressure

8 years

Liverpool dropped 7 points from winning position against Bournemouth, West Ham at Anfield and Sunderland #BeatTheDrossWinTheLeague

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AIUnderPressure

@AIUnderPressure

4 years

Also, if you look at total pressures instead of just successful ones, Jota 21 p90 last season, Mane 16 p90. He is literally the perfect fit.

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AIUnderPressure

@AIUnderPressure

8 years

Blame Sturridge all you like but look how isolated he was and the terrible spacing of the 4 behind him

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AIUnderPressure

@AIUnderPressure

4 years

Presses p90 this season vs last season Keita 39.5 (26.9) Firmino 35.5 (25.2) Salah 33.1 (16.0) Mane 31.0 (15.7) Wijnaldum 25.4 (15.6) Everyone currently at least 50% higher. Mane and Salah DOUBLE

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AIUnderPressure

@AIUnderPressure

6 years

Most dominant #EPL aerial players since VVD signed Duffy 6.9 aerial duels p90 @ 75.9% win rate VVD 6.8, 72.8% Lascelles 6.4, 70.5% Smalling 6.2, 69.6% Maguire 5.1, 69.6% Dunk 5.0, 68.7% Mustafi 6.9, 67.8% Morgan 6.7, 66.9% Tarkowski 6.3, 61.6% Keane 9.1, 58.5%

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AIUnderPressure

@AIUnderPressure

3 years

As discussed on latest pod, here are Alisson's top 7 shot stopping performances for #LFC as per @fbref @StatsBomb Post Shot XG. Palace is 2nd, but look which 2 matches also make the list 👀 That trophy is his more than anyone else's

AIUnderPressure

@AIUnderPressure

5 years

Alisson Becker saved the last 16 shots on target he faced this season including 6 big chances

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AIUnderPressure

@AIUnderPressure

3 years

Presses leading to counter attacks 8 Keita 6 Salah 4 Jota, Henderson, Firmino

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AIUnderPressure

@AIUnderPressure

5 years

One of our players broke the record for single match pressing volume against United, anyone want to guess who? Quality was superb as well, 10 possession wins and THREE leading to shots.

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AIUnderPressure

@AIUnderPressure

7 years

#LFC Pressing vs #Spurs . #LFC achieve highest total of the season. Full analysis recorded tomorrow night.

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AIUnderPressure

@AIUnderPressure

5 years

According to our unique data we had 28 possession wins from pressing Leicester's *back 4* in the Anfield game. That's the most against any opposition defence under klopp. Looks like we're well on the way to repeating that tonight

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AIUnderPressure

@AIUnderPressure

5 years

Ox on Hojbjerg was the top pressing combination. Ox won possession 6 times in the 8 times he pressed him. Ox also recorded top distance in the match with 11.8km

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AIUnderPressure

@AIUnderPressure

6 years

LFC with VVD thread: P10 W7 D1 L2 2.2 PPG 10 goals conceded 6 conceded in 7 EPL games

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AIUnderPressure

@AIUnderPressure

6 years

Pressing trends under Klopp (6 game moving average) 1) Presses leading to shots The recent run of games has seen us shoot up to a new peak of 4.5 per match. It's no coincidence that this aligns to our recent glut of big chances and high shot quality as discussed on latest pod

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AIUnderPressure

@AIUnderPressure

6 years

Shaqiri: the good. When you consider he's at Stoke, the raw shots/key passes look good vs Mane/Salah at same age XG Buildup also good. His distance/sprints also good considering he's not on a high intensity team, would need to up by 30% at LFC.

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AIUnderPressure

@AIUnderPressure

8 years

Little Ben

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AIUnderPressure

@AIUnderPressure

4 years

After the recent Athletic article on a declining pressing trend in the EPL, we've been asked a number of times what we're seeing in our data. The answer is a big change but not in the way you might expect. THREAD

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AIUnderPressure

@AIUnderPressure

2 years

Mane's other hotspot was on Steffen who he targeted 8 times in total. Keita was literally everywhere but primary target was Bernardo, similar to how he went man-to-man on Kante in the League Cup final. Salah targeted Ake an incredible 25 times.

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AIUnderPressure

@AIUnderPressure

4 years

Our analysis of how LFC have evolved under Klopp and the paramount importance of game state as discussed on today's @SecondCaptains podcast

AIUnderPressure

@AIUnderPressure

5 years

Using our unique data, here's a visualisation of our pressing evolution under Klopp. Direct of play is right to left On left is when game is level, on right when leading Top images are 2016/17, bottom are 2019/20 #lfc

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AIUnderPressure

@AIUnderPressure

4 years

The Times are reporting that #lfc had the most final third recoveries in 10 years against Norwich. Here's what that looks like with the opta data

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AIUnderPressure

@AIUnderPressure

5 years

Now consider press volume. This year we are pressing 40% less (FOURTY) when leading by 1 goal compared to the previous 2 seasons

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AIUnderPressure

@AIUnderPressure

5 years

A couple of pressmaps to accompany the Man City pod which is out soon. First of all, the targeting of Rodri: 37 times. By our data he is our most pressed opponent in any match since December 2018 (Xhaka at Anfield). Bobby and Mane mostly in the attacking half

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AIUnderPressure

@AIUnderPressure

4 years

Arsenal podcast being recorded tomorrow and another monstrous pressing performance from the Reds. Just like the Chelsea game, straight into Klopp's top 10 for full match intensity. A big story in this game was 25 possession wins off Arsenal's back 4 and GK. 3 led to shots

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AIUnderPressure

@AIUnderPressure

6 years

3) Press leading to a shot every N minutes: 98 Mane (Ox 138) 117 Fabinho 185 Henderson (297) 202 Milner (229) 253 Firmino (163) 274 Wijnaldum (331) 377 Robertson (202)

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