The final grand slam tournament of the year is almost here, as the US Open begins at Flushing Meadows on Monday.

Novak Djokovic, the dominant force in men's tennis, will hope to defend his title, while Naomi Osaka is looking to rediscover her best major form at the scene of her first triumph.

Meanwhile, veterans Roger Federer and Serena Williams have records in their sights in New York.

With the help of Opta, we take a look at the key numbers heading into this year's US Open.

 

Men's singles

4 - Djokovic has won four of the past five grand slams – Rafael Nadal claiming the only other title at this year's French Open.

2 - World number one Djokovic is bidding to become just the second man, after Federer (2004 to 2008), to defend his Flushing Meadows title in the 21st century.

35 - The oldest men's US Open champion in the Open Era was Ken Rosewall in 1970 at 35 years, 10 months and 11 days. Federer will be 38 at Flushing Meadows.

5 - Three men have won the tournament a record five times since the sport went professional: Jimmy Connors, Pete Sampras and Federer.

8 - Djokovic only has three US Open titles but has played the joint-most finals in the Open Era (eight, along with Ivan Lendl and Sampras).

0 - The US Open is the only one of the four men's grand slams that has not seen a player claim the title without dropping a set in the Open Era.

61 - At least one of Djokovic, Federer or Nadal has made the semi-finals of every major since Wimbledon 2004, a streak of 61 tournaments.

 

Women's singles

3 - Having won back-to-back majors in the shape of last year's US Open and then the Australian Open, Osaka has not been past the third round at her past two grand slams, losing her opener at Wimbledon.

1 - But across the previous 16 grand slams, Osaka is the only female to have won consecutive titles.

33 - Williams, like Federer in the men's tournament, is aiming to become the oldest women's US Open champion of the Open Era at 37. The record belongs to 2015 champion Flavia Pennetta at 33 years, six months and 18 days.

2 - Simona Halep could become the first European since Kim Clijsters (2010 US Open and 2011 Australian Open) to win consecutive grand slams.

24 - Williams has 23 grand slam crowns, the most of the Open Era, and another would see her draw level with all-time record holder Margaret Court.

10 - However, the American has not won any of the past 10 majors - her longest run without victory since 2002.

17 - The women's championship has been won without dropping a set on 17 occasions in the Open Era, most recently by Williams in 2014.

Denis Shapovalov and Benoit Paire moved into the Winston-Salem Open quarter-finals on Wednesday.

Shapovalov, the second seed at the ATP 250 tournament, was untroubled by Miomir Kecmanovic in a 6-2 6-3 victory in a rain-hit North Carolina.

The 20-year-old Canadian broke serve five times in a dominant display, moving into the last eight.

He will face another talented youngster in Andrey Rublev, who edged past 2009 runner-up Sam Querrey 7-6 (7-4) 7-6 (12-10).

Russian 21-year-old Rublev, who stunned Roger Federer in Cincinnati last week, needed one hour, 51 minutes to get past the American sixth seed.

Paire, the top seed, overcame French compatriot Ugo Humbert 3-6 7-6 (7-2) 6-3.

Next up for Paire is Pablo Carreno Busta after the Spanish 11th seed beat Lorenzo Sonego 7-6 (9-7) 6-0.

Hubert Hurkacz and Frances Tiafoe will also meet in the quarter-finals after they benefitted from retirements.

Hurkacz led Feliciano Lopez 6-3 3-1 when the Spaniard retired, while Tiafoe is yet to complete a match this week, having taken the first set against Filip Krajinovic 6-2 when the Serbian eighth seed retired.

Last year's runner-up Steve Johnson is embarking on another run after a 6-2 7-6 (7-5) win over Casper Ruud, with the American to meet John Millman following the Australian 14th seed's 6-3 6-4 victory over Robin Haase.

Denis Shapovalov eased into the last 16 at the Winston-Salem Open, while Andrey Rublev claimed two wins on Tuesday.

Shapovalov was too good for Tennys Sandgren – who eliminated Andy Murray at the ATP 250 event – in a 6-2 6-4 second-round victory in North Carolina.

The Canadian second seed made it two straight-sets wins in as many meetings with Sandgren, advancing in one hour, 16 minutes.

Shapovalov will meet Miomir Kecmanovic, who got past Alexei Popyrin 7-6 (7-5) 6-3.

Russian Rublev, who beat Roger Federer last week in Cincinnati, posted a 6-4 6-2 first-round win over Italian Thomas Fabbiano and then beat Spanish ninth seed Albert Ramos-Vinolas 6-7 (5-7) 6-3 6-1.

The 21-year-old's wins came as the tournament played catch up after a rain-hit Monday.

Rublev will face Sam Querrey after the American sixth seed and 2009 runner-up served 15 aces in a 6-3 7-5 victory over Roberto Carballes Baena.

John Millman, the Australian who last year pulled off a huge US Open shock by beating Federer in the fourth round, was given a workout by Italian Marco Cecchinato before pulling through a 6-7 (5-7) 6-4 6-3 winner.

Millman will face Robin Haase next after the 32-year-old Dutchman, who has nosedived from 50th to 154th in the rankings during a rough season, caused a shock by beating fourth seed Joao Sousa 4-6 6-3 6-4.

French top seed Benoit Paire fended off Indian Prajnesh Gunneswaran 6-3 7-5 to also reach the third round, while Norwegian Casper Ruud joined him when South African opponent Lloyd Harris retired after dropping the first set 6-1 in their contest.

Last year's runner-up Steve Johnson is also into the last 16, while Hubert Hurkacz ended the run of Lee Duck-hee, who made history on Monday by becoming the first deaf player to win a main-draw ATP Tour match.

Also moving through were Ugo Humbert, Pablo Carreno Busta, Lorenzo Sonego, Filip Krajinovic, Frances Tiafoe and Feliciano Lopez.

Lee Duck-hee was determined to show those who "made fun of" his hearing disability as he became the first deaf player to win on the ATP Tour at the Winston-Salem Open.

The South Korean defeated Henri Laaksonen 7-6 (7-4) 6-1 to make history with a breakthrough main-draw victory.

For Lee, it was proof that he could succeed despite the challenges he faces and he hopes it will provide inspiration to others.

"People made fun of me for my disability. They told me I shouldn't be playing," he said after the win.

"It was definitely difficult, but my friends and family helped me get through. I wanted to show everyone that I could do this.

"My message for people who are hearing impaired is to not be discouraged. If you try hard, you can do anything."

Lee's achievement had others on the Tour marvelling, including Andy Murray, who acknowledged the difficulty of playing without hearing.

"If I was to play with headphones on, it's unbelievably difficult to pick up the speed of the ball, the spin that's coming off the racquet," Murray said.

"We use our ears a lot to pick things up. It's obviously a huge disadvantage, so to be able to do what he's doing is a huge effort."

Tennys Sandgren, who beat Murray on Monday, added: "You learn so much about how your opponent hits the ball based on the sound of the shot.

"If you can't hear it, you have to have insane skill and insane talent."

Andy Murray bowed out in the Winston-Salem Open first round, while Lee Duck-hee made history on a rain-hit Monday.

Murray, playing his second singles match since undergoing hip resurfacing surgery in January, was edged by Tennys Sandgren 7-6 (10-8) 7-5 at the ATP 250 tournament.

The three-time grand slam champion, who accepted a wildcard into the event, had his chances before losing in two hours, 10 minutes.

Lee became the first deaf player to win a main-draw ATP Tour match, beating Henri Laaksonen 7-6 (7-4) 6-1.

The South Korean, 21, converted three of 11 break points in a historic victory.

Jeremy Chardy managed to get through to the second round courtesy of a 6-1 7-6 (7-5) victory over American qualifier Raymond Sarmiento.

Rain in North Carolina saw numerous matches postponed, with eight singles encounters completed.

Bjorn Fratangelo needed just 40 minutes to thrash Amir Weintraub 6-0 6-0 and Alexei Popyrin battled past Thiago Monteiro 5-7 6-4 7-6 (9-7).

Marco Cecchinato led Alexander Bublik 7-6 (7-3) 1-0 when the Kazakh retired, Pablo Andujar brushed past Nicolas Jarry 6-4 6-2 and Roberto Carballes Baena beat Marcos Giron 6-2 2-6 6-3.

Andy Murray suffered a first-round loss to Tennys Sandgren as his singles comeback continued at the Winston-Salem Open.

Playing his second singles match since a major hip operation in January, Murray went down to Sandgren 7-6 (10-8) 7-5 in North Carolina.

Murray, who accepted a wildcard into the ATP 250 event, showed glimpses of some fine form but was inconsistent before losing to the world number 73.

Rain led to the clash being pushed back before it eventually started after 22:00 local time (02:00 GMT), Sandgren holding following a 14-minute opening game.

Sandgren needed four set points – and Murray squandered one of his own – in the tie-break to take the opening set in 74 minutes following a poor drop shot by the Brit.

The loss of the first set seemed to affect Murray as he was broken in the opening game of the second before falling 3-0 behind.

Murray managed to get a break back and then struck again when Sandgren was serving for the match to level the second set at 5-5.

However, Sandgren broke again when Murray netted a forehand in the 11th game and this time made no mistake in closing out his win.

Andy Murray is looking to have a "decent run" in the singles at the Winston-Salem Open, where Tomas Berdych opened with a victory.

Former world number one Murray is in North Carolina after accepting a wildcard into the ATP 250 tournament, having opted to skip the upcoming US Open.

Murray lost to Richard Gasquet at the Western & Southern Open in Cincinnati – the three-time grand slam champion's first singles appearance since January's Australian Open due to hip surgery.

The 32-year-old, who has been playing doubles, will face American Tennys Sandgren in the Winston-Salem Open first round on Monday and he told BBC Sport: "All matches are difficult at this level, and when you've been out for a long time, and with the severity of the operation I had, it is going to take time.

"I'm not setting my expectations too high, but I do want to try and get matches in just now. So I'd like to get through a few matches here, and hopefully have a decent run."

On Sunday, Czech veteran and 2012 runner-up Berdych advanced to the second round thanks to a 6-1 3-6 6-3 win over Andreas Seppi in his first match since Wimbledon.

In the final tune-up event before the US Open gets underway at Flushing Meadows on August 26, Robin Haase defeated Denis Kudla 6-4 7-6 (7-3) and Jaume Munar lost 7-6 (7-5) 4-6 6-1 to Lloyd Harris.

Marius Copil outlasted Martin Klizan 6-4 3-6 6-3, while Prajnesh Gunneswaran eased past Cedrik-Marcel Stebe 6-3 6-4.

Daniil Medvedev produced an incredible comeback to blitz defending champion Novak Djokovic and reach the Western & Southern Open.

Medvedev was a set down against the world number one and top seed, but he rallied to a stunning 3-6 6-3 6-3 victory at the ATP Masters 1000 tournament in Cincinnati on Saturday.

A finalist at the Citi Open and Rogers Cup, Russian ninth seed Medvedev will contest his third consecutive final, with David Goffin next up after the 16th seed beat Richard Gasquet 6-3 6-4.

The first half was a clinic as Djokovic produced an almost flawless display, hitting nine winners and just three unforced errors, compared to Medvedev's 11.

Djokovic – who won 75 per cent of his second serves to Medvedev's 36 per cent – made the decisive breakthrough in the sixth game to move ahead 4-2 and the Serbian star never looked back, wrapping up the set in 34 minutes.

Medvedev continued to take the match to Djokovic in the second half, but the 16-time grand slam champion simply had all the answers against the Russian.

That was until Djokovic's serve was finally penetrated – Medvedev nailing a powerful forehand winner into the corner for a 5-3 lead.

It was the first sign of tension from Djokovic, who had been in control but saw his advantage wiped out by the aggressive Medvedev heading into a third and deciding set.

Djokovic was rattled, the match dramatically swinging in Medvedev's favour as he blitzed the Serbian with some incredible tennis to claim the break and a 2-1 lead.

Medvedev was simply irresistible, his ferocious serve stifling Djokovic and helping to complete a stunning comeback on the semis.

Earlier, Goffin surged into his first Masters 1000 final after outclassing veteran Gasquet in straight sets.

"I'm really happy," said Goffin. "It's a tournament I like and I've played the best tennis here in the past few years. I'm really happy to reach my first Masters 1000 final here. It's a great moment for me."

Andy Murray has condemned Nick Kyrgios' latest costly meltdown at the Western & Southern Open and hopes his close friend can "figure it out".

The temperamental Australian swore at Fergus Murphy and called him the worst umpire in the game during a second-round defeat against Karen Khachanov, less than a fortnight after winning the Citi Open in Washington.

Kyrgios also smashed two rackets in an off-court outburst as he lost his cool in Cincinnati on Wednesday, the unruly behaviour costing him fines amounting to $113,000 (£93,254).

Murray said the world number 27 was out of order and hopes he can change his ways.

The Briton told BBC Sport: "It wasn't good, and I felt for Fergus as he shouldn't have to put up with that.

"I chatted to [Kyrgios] a little bit [on Wednesday] night after the match.

"It's obviously up to him, and I think for the most part a couple of weeks ago in Washington, he did a good job of helping himself and using the crowd.

"But obviously this week, he went back to what he was doing before. You just hope he will figure it out, because a week like in Washington is really good for tennis, but [Wednesday] night isn't.

"Hopefully he gets it figured out."

Andy Murray has announced he will not compete at the US Open after deciding not to play in the doubles competition.

The former world number one had already ruled himself out of the singles and on Friday he confirmed he would not take part at Flushing Meadows at all.

Murray, who won the tournament in 2012, said his focus would now fall squarely on the singles discipline after making several doubles and mixed doubles outings on his road to recovery from hip surgery, including appearing alongside Serena Williams at Wimbledon.

"I'm not going to play doubles at the US Open," the Briton, who will play singles at Winston-Salem next week, told BBC Sport.

"My goal is to get back playing at the level that I want to on the singles court, and I've decided that I need to focus all my energies on that right now.

"The US Open, doubles and mixed, can be another couple of weeks that you are slowing things down."

Murray underwent a hip operation in January and has been carefully managing his schedule ever since, with retirement having been on the cards before the procedure.

"It doesn't feel like I need to play the main draw of every single tour event," he said.

"I've hardly played the last couple of years and, having discussed with my team, after this week I think doubles is done for me for the time being.

"I need to focus my mind on getting matches on the singles court. There aren't many tournaments between now and the end of the year."

The US Open begins on August 26.

Andy Murray's singles comeback will continue at the Winston-Salem Open after the Brit accepted a wildcard into the ATP 250 tournament.

Murray made his first singles appearance since January at the Western & Southern Open, losing to Richard Gasquet in straight sets.

While the three-time grand slam champion has opted to skip the singles at the US Open, Murray will play in North Carolina at the hard-court tournament starting on Sunday.

"I've taken the wildcard to play Winston-Salem," he said on Thursday.

"It'll be my first time playing there. I've spoken to quite a few of the players who have played there and have heard they've got great facilities there for practice and the matches.

"What I need now is matches. I want to get myself back on the singles court and keep testing myself. Winston-Salem is a perfect place for me to do that.

"I know from speaking to players who have played there that the site is great – good facilities for practice, gym, the weather will be good from what I've seen. It's another step for me in the comeback and we'll see how it goes. Hopefully I can have a good run."

Murray has been in doubles action and is into the quarter-finals at the Western & Southern Open with Feliciano Lopez, with a clash against brother Jamie and Neal Skupski awaiting them.

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