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Toulouse president Damien Comolli insists that his club’s use of data is the reason behind their success rather than “football wisdom”. The entire football operation of the Ligue 1 club, who beat Liverpool in the Europa League last week, is entirely driven by data, from player and manager recruitment to which set-pieces to use in a match and when. It is bearing fruit as promotion from Ligue 2 in 2022 was followed by success in last season’s Coupe de France, which earned them their ticket to European football this season. And Comolli, who worked at Tottenham and Liverpool as sporting director, believes all their success comes from their use and understanding of the data. “Our whole football operation is driven by data, whether it his how we recruit a coach or sign a player, the way we play, the way we attack, the way we defend, from where we shoot, from where we cross, where we press,” Comolli said at Web Summit in Lisbon. “We try to optimise the wage bill and transfer budget using data. Data is part of our culture. “Where we gain a competitive advantage is we have decided to stick by data compared to the football wisdom. We are very disciplined at it. “At the moment we are struggling in the league, doing well in Europe. But with underlying data, we don’t look at results. “The day after the game, none of the pages of the match report will contain the result. It will show the underlying data, why we lost or why we won. “We need a bridge between the mathematics and science and the football people. Those individuals that can translate the data that is applicable to coaches and understandable to everyone, that bridge is absolutely key.” The use of data and artificial intelligence is quickly becoming more prominent in today’s game and Comolli believes it will have a big impact in the future of the game. He thinks that it will be particularly important in injury prevention. “In the last four seasons our player availability for per game has been at 95 per cent, the highest in France,” Comolli added. “We are constantly using data to measure player’s loads, we are are using AI to measure in-game data. “In the future it will help coaches make better decisions, when to make a substitution, when to make a tactical adjustment or not make one. “We played at Anfield, we were losing 4-1, our best striker was still on the pitch and we had a game a few days later. I messaged the analyst, ‘Why is he still on the pitch?’. “His data was showing he was in the red, so we brought him off. He went on to score in the next four games, maybe if we played him for longer he would have got injured or fatigued.” Read More No end to pursuit of the world’s best players, Saudi Pro League official says Basketball coach says sport can play big role in developing skills of youngsters Newcastle, Man Utd and West Ham target Leverkusen defender Chelsea ‘robbed’ by ‘embarrassing’ referee in Real Madrid draw, fumes Emma Hayes On this day in 2011: Martin Johnson resigns as England team manager Anthony Joshua sees Otto Wallin as stepping stone on way to title fight

The Saudi Pro League will target players “of the highest level” in future transfer windows, its head of recruitment has said. Top-flight Saudi Arabian clubs spent £701million to bring in talent from overseas in the summer,’ according to FIFA. That figure could have been even bigger if bids from Saudi teams for Paris St Germain striker Kylian Mbappe and Liverpool forward Mohamed Salah had been accepted. Michael Emenalo, the league’s director of football and the man in charge of the country’s Player Acquisition Centre for Excellence (PACE), admitted the Saudi league had “competed aggressively” in the summer window and that the focus was now on top-quality additions. “I’m hoping (the January transfer window) is not very busy, because I think the job that was done has been quite interesting and aggressive, and most of the clubs, I believe, have what they need,” the former Chelsea technical director said in an interview with the league’s in-house media team. “And hopefully the attention will now turn to work within the training facilities to improve these players and to allow the time to adapt and perform. “Now, whatever additional improvement that we need to do for any club, with time on our hands and preparation, we believe will be additions of the highest level. “We will continue to support and to see every opportunity we have to bring more talented individuals that want to come to the Kingdom of Saudi Arabia that is open for business.” Saudi clubs have always traditionally been one of the top recruiters of talent in Asia but Al Nassr’s signing of Cristiano Ronaldo in January of this year marked a gear shift and paved the way for other superstars to join the league. Neymar, Karim Benzema, Riyad Mahrez, Ruben Neves and Sadio Mane are among the big names who subsequently moved to the kingdom in the summer. Emenalo added: “These guys have been the best performers for a very long time in our industry. We’re very, very lucky to have them. “I’ve always explained, privately and publicly, that top-level footballers are incredible and unique artists, and what they can do, you can only dream of until you try to do it, when you realise how difficult it is. “Those guys are exceptional artists, and the artists as time goes on will be greatly appreciated and copied by youngsters in the country and that will be for the good of everyone.” Read More Damien Comolli says Toulouse’s entire football operation ‘driven by data’ Basketball coach says sport can play big role in developing skills of youngsters Newcastle, Man Utd and West Ham target Leverkusen defender Chelsea ‘robbed’ by ‘embarrassing’ referee in Real Madrid draw, fumes Emma Hayes On this day in 2011: Martin Johnson resigns as England team manager Anthony Joshua sees Otto Wallin as stepping stone on way to title fight

Scotland travel to Georgia for their penultimate Euro 2024 qualifier, although Steve Clarke’s sides have already safely secured their passage to next summer’s tournament. Scotland’s marvellous start to qualifying saw them win their first five games, eventually securing their place at Euro 2024 when Spain beat Norway 1-0 last month, The visitors, however, have lost their last three games - against England, Spain and France - and will look to return to winning ways before their final qualifier against Norway on Sunday. Georgia, meanwhile, sit fourth in the group and will be looking for a win to draw level with Norway and boost their chances of a place in the playoffs Here’s everything you need to know. Get the latest match odds and tips here. When is Georgia vs Scotland? Georgia vs Scotland is due to kick off at 5pm GMT on Thursday 16 November at the Boris Paichadze National Stadium. How can I watch it? Viewers in the United Kingdom can watch the match on ViaPlay Sports 1, with coverage starting at 4:30pm. All of Scotland’s Euro 2024 qualifiers are being shown on ViaPlay, which requires a ViaPlay Total pass subscription. The match can be accessed by downloading the ViaPlay app or through providers such as Sky, Virgin Media or Prime Video. It can also be streamed directly on the ViaPlay website. If you’re travelling abroad and want to watch major sporting events, you might need a VPN to unblock your streaming app. Our VPN roundup is here to help: get great deals on the best VPNs in the market. Viewers using a VPN need to make sure that they comply with any local regulations where they are, and also with the terms of their service provider. Early team news Georgia’s squad remains settled, with few replacements or changes due to injury. They will, however, be without Basel midfielder Gabriel Sigua after the 18-year-old picked up a knock. Scotland, however, have to contend with a mounting injury list after striker Che Adams became the latest to pull out of the squad due to a groin issue, with Lawrence Shankland replacing him. At full-back, the visitors also have a host of absentees, with Kieran Tierney, Aaron Hickey and captain Andy Robertson all unavailable due to long-term injuries. Predicted line-ups Georgia XI: Mamardashvili, Mamuchashvili, Lochoshvili, Kashia, Kvirkvelia, Azarovi, Kiteishvili, Kvevkveskiri, Chakvetadze; Mikautadze, Kvaratskhelia. Scotland XI: Clark, Hendry, McKenna, Cooper, Patterson, Gilmour, McTominay, Taylor, McGinn, Christie, Dykes. Odds Georgia win 12/5 Draw 9/4 Scotland win 11/10 Prediction Scotland to continue their good form with a narrow away win. Georgia 0-1 Scotland. Read More Clarke targets winning return for Scotland after back-to-back defeats David Beckham meets India cricket star Virat Kohli ahead of World Cup semi-final Newcastle, Man Utd and West Ham target Leverkusen defender David Beckham meets India cricket star Virat Kohli ahead of World Cup semi-final Newcastle, Man Utd and West Ham target Leverkusen defender Chelsea ‘robbed’ by ‘embarrassing’ referee in Real Madrid draw, fumes Emma Hayes

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What the papers say Newcastle are considering a January move for Bayer Leverkusen defender Jonathan Tah, according to The Sun. Manchester United and West Ham are also keen on the German international, 27. RB Leipzig have opened the door for Timo Werner to exit the club, according to the Evening Standard. The former Chelsea forward, 27, has started only two games this season. The Standard also reports that Chelsea are the latest club to take an interest in 18-year-old South American midfielder Gabriel Moscardo. The Corinthians teenager has already attracted interest from Arsenal and Liverpool. Jadon Sancho is unlikely to be allowed to leave Manchester United on the cheap. The Daily Mirror says the club will not sanction a cut-price January deal for the England winger, 23. Social media round-up Players to watch Ferran Torres: Newcastle are interested in the Spanish forward, with Barcelona keen to sell the 23-year-old. Evan Ferguson: Manchester United are keeping an eye on the 19-year-old striker, despite him signing a new deal with Brighton. Read More On this day in 2011: Martin Johnson resigns as England team manager Emma Hayes felt Chelsea were ‘robbed’ of victory against Real Madrid Anthony Joshua sees Otto Wallin as a stepping stone on his way to a title fight

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Marc Guehi is aiming to be England’s ‘Steady Eddie’ after overcoming doubts during a loan stint at Swansea to become a regular in Gareth Southgate’s squad. The Crystal Palace centre-back, 23, has seven senior caps and has featured in three of the previous four games ahead of the final Euro 2024 qualification double-header against Malta and North Macedonia. Having come through the ranks at Chelsea, where he credits Claude Makelele as a mentor, Guehi never made a Premier League appearance for the Blues but is now a fixture in the division in south London. Guehi was also capped at every England age group from Under-16s upwards until making his senior debut last year. Asked how he has dealt with every step up in his career, Guehi replied: “The trait is, that in my life everything has been quite steady. Growing up I was never pushed on too soon, or left behind. “It was always quite steady and my career has been exactly the same. In the academy, going out on loan, steadily playing game after game and gaining confidence. Getting the move to Palace and finding my feet in the Premier League and now coming here with England. “So when you talk about those steps and progression, everything for me has been quite natural. I just see things how they are and take things how they come. “When I said about the steadiness, along that pathway there is those setbacks. I think it’s your job as an individual to just learn from those as quickly as possible. And not allow them to drag you from behind. “There’s been many setbacks and always will be. It’s about learning from them and using those moments to prove yourself.” The main setback for Guehi was during his time on loan at Swansea, a move which coincided with the start of the coronavirus pandemic that shut down football for over three months during the 2019/20 season. Guehi was away from home and had fallen out of favour in the Swansea team, not featuring in the final four matchday squads before football was halted – although he returned to get back into the side before spending another campaign on loan at the Liberty Stadium. “Not many people know, it was tough for me at Swansea,” he said. Those moments were difficult, you take those moments, learn from them, try to move on and put them right Marc Guehi “I have not spoken about it, everyone thinks it was plain sailing, great. I played the first four games and then I didn’t play up until after lockdown. Being away from home, in Swansea, different country, on your own, there’s going to be challenges, going to be tough. “Those moments were difficult, you take those moments, learn from them, try to move on and put them right. I was just out of favour. Not anything in particular. I came from Chelsea, came with a lot of confidence, and my confidence almost gets knocked. “Thankfully, I did get back home, just in time before (lockdown), it was so strange to say it, for so many people around the world it was horrible, for my family, and so many people around. “For me, it was probably the best moment, I could get away from football, be with my family, and just focus on myself. How can I now if football does come back – thankfully football did come back – if we do get back to playing, how can I get back in this team? “I genuinely enjoyed Swansea. It was good. Swansea was a great place for me to play. I had a great view from an apartment looking out onto the beach although it was not sunny but it was still a decent view.” Guehi, who plays drums at his church when time allows and whose father is a pastor, has used setbacks such as his experiences in south Wales, to build a stronger mentality. “It is like building calluses but in your mind,” he added. “Going through those moments does help you in everyday life, everyday situations. You might have a bad game but you remember what you’ve gone through before, and you almost put that to bed and go I just need to prove myself the next game. Moving steadily.” Read More Anthony Joshua sees Otto Wallin as a stepping stone on his way to a title fight Rohit Sharma glad India ‘could get the job done’ against New Zealand Still plenty to play for – Scotland v Georgia talking points A look at the data behind Virat Kohli’s record 50 ODI centuries Virat Kohli hits record ton as India beat New Zealand to reach World Cup final Francis Ngannou ranked as top-10 heavyweight by WBC after impressive debut

Chelsea had to settle for a point in their Champions League opener as Olga Carmona’s penalty saw Emma Hayes’ side held 2-2 at Real Madrid. After Carmona put Real ahead in the 10th minute, the Blues turned things around via two headers either side of the break, Niamh Charles equalising and then setting up Sam Kerr. But moments later Carmona – scorer of Spain’s winner against England in the summer’s World Cup final – converted from the spot after Jessie Fleming was judged to have fouled Athenea del Castillo in the box. Chelsea substitute Lauren James rattled the crossbar before Charles controversially had an effort ruled out in stoppage time as the visitors were unable to secure a winning start to their final Champions League campaign before Hayes leaves at the end of the season and becomes United States head coach. The west London outfit – who have not won this competition among the glut of trophies they have claimed under Hayes, going closest as runners-up in 2021 – return to Women’s Super League action against Liverpool at Stamford Bridge on Saturday before continuing their Group D games by taking on Paris FC at the same ground five days later. Wednesday’s earlier game in the pool saw Paris FC beaten 2-1 at home by Swedish side BK Hacken. Real grabbed the lead with the first real effort on goal as Ann-Katrin Berger’s attempted clearance came to Claudia Zornoza and she passed to Carmona, whose strike from 25 yards flew in via a deflection off Chelsea skipper Millie Bright. While the hosts offered little more in the way of attacking threat for the rest of the first half, Chelsea looked increasingly likely to hit back. And after Kerr had seen a rising shot well turned behind by Misa Rodriguez just prior to the half-hour mark and Erin Cuthbert fired off-target, the equaliser four minutes before the break when Charles headed in from Ashley Lawrence’s cross. Further Chelsea pressure in stoppage time included a Cuthbert free-kick going wide off a white shirt and Sjoeke Nusken’s shot being caught by Rodriguez. The opening stages of the second half saw Rodriguez deal with a Kerr header and do superbly to divert a shot from the same player wide moments later. Hayes introduced James for Fran Kirby and after Charles blocked a Del Castillo strike, the substitute put a shot into the stand at the other end. Chelsea got themselves in front with Charles once again involved as her 74th-minute cross was nodded in by Kerr. But only five minutes later, the score was back level after Fleming made a challenge that started outside the box on Del Castillo, she went down in the area and – with no VAR in operation – referee Frida Klarlund pointed to the spot, with Carmona powerfully dispatching the penalty past Berger. As Chelsea pushed to regain the lead, Rodriguez produced another good save to deny Johanna Rytting Kaneryd and James sent a wonderful shot crashing against the bar. The visitors then had the ball in the net again deep in stoppage time through Charles’ finish, but the effort was chalked off – seemingly for offside, although replays showed she had not been – to leave Hayes looking frustrated and Real breathing a sigh of relief. Read More Jon Rahm says it is ‘mainly my fault’ that he cannot catch Rory McIlroy in Dubai Ex-Chelsea keeper Petr Cech joins Belfast Giants as ‘temporary emergency cover’ Sir Chris Hoy says Katie Archibald’s form ‘incredibly impressive’ ahead of Paris Emma Hayes: Winning Champions League would be fairytale end to time at Chelsea The issues facing injury-hit Newcastle heading into testing end to year The sporting weekend in pictures

Young British footballers are trying to help lowly ranked Pakistan qualify for the 2026 World Cup.

Chelsea travel to Spain to start their Women’s Champions League (WCL) campaign in what will be manager Emma Hayes’ last opportunity to win the European competition before she leaves the club at the end of the season. The WCL is the only piece of silverware that has eluded Hayes in her 11-year tenure at Chelsea but winning the tournament in her final year with the club will not be an easy feat. An opening clash against Real Madrid, runners-up in Liga F, will test the Women’s Super League (WSL) champions and the rise of Paris FC, who defeated Arsenal and Wolfsburg in qualifying, make a difficult tournament that much trickier at the group stage. Chelsea reached the semi-final stage last season before losing 2-1 on aggregate to Barcelona who went on to lift the trophy. Barca were also the team to stop the Blues on their only trip to the final, running out 4-0 winners in the 2021 showpiece to deny them the title. Adding the talented Ashley Lawrence and Catarina Macario this summer brings extra depth to Chelsea’s squad and they will need the experience of multiple WSL winners if they are to go far this time around. Follow all the action from the Women’s Champions League plus get the latest odds and tips right here:

Scotland manager Steve Clarke is focused on finishing their Euro 2024 qualification campaign on a high after sealing their place in Germany amid a hat-trick of defeats. A 2-0 loss in Spain was sandwiched by friendly defeats against England and France, but five wins from their opening five games in Group A proved enough for a second successive qualification for the European Championship finals after the Spaniards won in Norway. With a five-month international hiatus to follow, Clarke is eager to ensure Scotland come away from their final competitive matches with points against Georgia and Norway before next summer’s tournament in Germany. Speaking ahead of Thursday’s clash in Tbilisi, Clarke said: “The idea with the friendly matches against England and France was to test ourselves against the best and see where we measure up. “Obviously with the results we had, we still have a bit of work to do. We will try to stay humble, respect our opponents and just try to improve all the time. “Listen, we want to get back to winning ways. It’s not very often in the reign that I have had, apart from the early stages, that we have had consecutive defeats like we have had recently. “It would be nice to think in the remaining two games we can pick up more points. “I have always said we want to get as high a points tally as possible and (we have) two more games to try and do that.” Scotland have lost their previous two games in Georgia, defeats which ultimately prevented them from qualifying for Euro 2008 and 2016. Clarke’s side have shown the ability to break such negative runs, for instance securing the first play-off success and ending a 23-year wait for a major tournament appearance. “Listen, in sport what’s past is past, there is nothing we can do to affect that,” Clarke said of the history in Tbilisi. “All we can do is affect the future, the next game we play. “We have always tried to improve results no matter who we are playing against.” Georgia lost 7-1 at home to Spain in September but they beat Cyprus 4-0 in their most recent qualifier and are assured of a Euro 2024 play-off place thanks to a Nations League campaign which included big wins in Bulgaria and North Macedonia. Clarke said: “When you go away from home against a team like Georgia, it’s going to be a difficult environment, a difficult game for us, because they are a very good side. “The one game they lost heavily was against Spain and that’s a little bit of an anomaly in recent games, because all their games have been very competitive. And we expect that on Thursday night.” Clarke is without the likes of Angus Gunn, Andy Robertson, Kieran Tierney, Aaron Hickey and Che Adams, but he hopes players such as Josh Doig and Lawrence Shankland can seize the opportunity that injury list presents. “Over the course of my tenure I have always tried to look a little bit deeper,” he said. “There will be some squads like this one where we have a number of players missing. But I always say it’s a chance for someone else. “If everyone else can do better it makes my selection more difficult going into next year. The selection will be difficult. I have to find the right 23 for next summer. “For now, some boys are in the squad with the chance to make a big impression, not just on me but the rest of my staff and the rest of the country. Let’s see how they perform in the game.” Hearts goalkeeper Zander Clark and Motherwell captain Liam Kelly are vying for competitive debuts after both played 45 minutes against France to win their first caps. Clarke, who also has Rangers reserve Robby McCrorie in his squad, was not giving anything away on his stand-in choice. Speaking from Scotland’s training camp in Antalya, Turkey, he said: “The three goalkeepers have trained very well, as they always do, and between now and kick-off I will obviously have to choose one.” Read More Francis Ngannou ranked as top-10 heavyweight by WBC after impressive debut Niall Huggins excited to make Wales bow following ‘horrendous’ period Virat Kohli hits record century as India post huge score in semi-final Jon Rahm says it is ‘mainly my fault’ that he cannot catch Rory McIlroy in Dubai Man arrested over death of ice hockey player Adam Johnson bailed by police Ex-Chelsea keeper Petr Cech joins Belfast Giants as ‘temporary emergency cover’

Wales newcomer Niall Huggins is ready to step onto the international stage after expressing fears that a mystery injury which left him with weak bones would end his career. Huggins joined up with the senior Wales squad for the first time this week ahead of decisive Euro 2024 qualifiers against Armenia and Turkey after what the Sunderland defender called a “horrendous” period. The 22-year-old made just a couple of league starts in his first two seasons at Sunderland after joining from Leeds in August 2021, with the full-back becoming increasingly concerned over his football future. “The last two years have been horrendous, awful to be honest,” said York-born Huggins, whose father was born in Bangor. “When I first joined Sunderland, I suffered an initial stress fracture in my back and that put me out for four or five months. “I had the same sort of issue but in different places when I was doing my rehab and it was something we struggled to get to the bottom of. “There was never a reason for why it was happening. All the tests we did, nothing ever seemed to stand out. “It was just that the bones were weak, which made it tough.” Asked if he felt his career was at risk at the time, Huggins said: “Yes, 100 per cent. It got to the point where every time I was doing the rehab, the first few steps back on the grass, it was always there in the back of my mind. “I would think: ‘Is this going to happen again?’ And you do start to worry. The years are going by on the contract and you are worrying about it. “When I did finally start to get fit, it helped so much mentally. But it is still hard to look back on.” Huggins said the issue was eventually resolved by “having an injection every morning for three months”, strengthening his bones and allowing him to return to training. But the physical demand of matches took a toll on his body, with muscular issues and a knee problem ruling him out until Sunderland’s Championship play-off games in May. It has not been until this season that Huggins has been able to show the potential that persuaded Marcelo Bielsa to hand him a Premier League debut for Leeds at Arsenal in February 2021. “It literally feels like I’m starting my professional career,” said Huggins, who has started 11 Sunderland games this term and scored his first senior goal – a Championship goal-of-the-month contender – against Watford in October. “This is the first year where I can really show what I can do and what level I can play at. To have the call-up to the senior team shows that even more. “It wasn’t even at the back of my mind, but it felt amazing. “To represent a country feels unbelievable. It means as much to the lads who were born outside Wales as those born in the country and who have lived there for a long time. “It just shows the culture that the set-up creates for the players. You can see how amazing the fans are and how much it means to the country to make it to the Euros. “The previous results show how much the lads want to play for the badge, including the lads born in England – and me being one of them. I’m just excited to one day hopefully put on the shirt and play for the country.” Read More Richard Arnold steps down as Manchester United chief executive Virat Kohli hits record century as India post huge score in semi-final Jon Rahm says it is ‘mainly my fault’ that he cannot catch Rory McIlroy in Dubai Man arrested over death of ice hockey player Adam Johnson bailed by police Ex-Chelsea keeper Petr Cech joins Belfast Giants as ‘temporary emergency cover’ Pat Cummins believes Australia can use past experiences to reach World Cup final