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2017-09.csv b/wk9/Tennis players 2017-09.csv index 1745b18..09b4305 100644 --- a/wk9/Tennis players 2017-09.csv +++ b/wk9/Tennis players 2017-09.csv @@ -1,136 +1,132 @@ -SEX,SURNAME,HANDED,HEIGHT,Weight,Country,RANK,Firstname,DOB,Rank Height,Rank Weight,HEIGHT,Weight,Rank Height,Rank Weight,,,, -MALE,Nadal,LEFT,185,85,ESP,1,Rafael,1986,68.5,112.5,191,77,104,50.5,,,, -MALE,Federer,RIGHT,185,85,SUI,2,Roger,1981,68.5,112.5,188,79,88,67.5,,,, -MALE,Murray,RIGHT,191,84,GBR,3,Andy,1987,104,105,188,82,88,89,,,, -MALE,Zverev,RIGHT,198,86,Germany,4,Alexander,1997,128.5,118,198,88,128.5,122.5,,,, -MALE,Cilic,RIGHT,198,89,Croatia,5,Marin,1988,128.5,125.5,191,81,104,81,,,, -MALE,Djokovic,RIGHT,188,77,SRB,6,Novak,1987,88,50.5,185,80,68.5,74.5,,,, -MALE,Thiem,RIGHT,185,82,Austria,7,Dominic,1993,68.5,89,193,100,114.5,133.5,,,, -MALE,Wawrinka,RIGHT,183,81,SUI,8,Stan,1985,46.5,81,211,100,135,133.5,,,, -MALE,Dimitrov,RIGHT,191,80,Bulgaria,9,Grigor,1991,104,74.5,178,69,17,9.5,,,, -MALE,CARRENO BUSTA,RIGHT,188,78,Spain,10,PABLO,1991,88,60.5,185,85,68.5,112.5,,,, -MALE,RAONIC,RIGHT,196,98,Montenegro,11,MILOS,1990,121.5,132,183,82,46.5,89,,,, -MALE,Goffin,RIGHT,180,68,Belgium,12,David,1990,28.5,5.5,185,83,68.5,98,,,, -MALE,GOFFIN,RIGHT,180,68,Belgium,12,DAVID,1990,28.5,5.5,191,88,104,122.5,,,Pearson full data,0.778385587 -MALE,BAUTISTA AGUT,RIGHT,183,76,Spain,13,ROBERTO,1988,46.5,41.5,198,97,128.5,131,,,, -MALE,NISHIKORI,RIGHT,178,75,Japan,14,KEI,1989,17,33,193,85,114.5,112.5,,,Pearson top 20,0.801456459 -MALE,ANDERSON,RIGHT,203,93,Russia,15,KEVIN,1986,133.5,128,175,69,8.5,9.5,,,Pearson bottom 20,0.872519154 -MALE,Kyrgios,RIGHT,193,85,Australia,20,Nick,1995,114.5,112.5,185,82,68.5,89,,,Pearson random 20,0.831566616 -MALE,Sock,RIGHT,191,84,USA,21,Jack,1992,104,105,175,70,8.5,13.5,,,, -MALE,Pouille,RIGHT,185,81,France,22,Lucas,1994,68.5,81,178,77,17,50.5,,,, -MALE,Muller,LEFT,193,89,Luxembourg,23,Gilles,1983,114.5,125.5,185,71,68.5,16,,,Spearmen full data,0.741242739 -MALE,Del Potro,RIGHT,198,97,Argentina,24,Juan Martin,1988,128.5,131,,,,,,,, -MALE,Schwartzman,RIGHT,170,64,Argentina,28,Diego,1992,2,1.5,,,,,,,Spearmen top 20,0.881498714 -MALE,Gasquet,RIGHT,185,75,France,30,Richard,1986,68.5,33,,,,,,,Spearmen bottom 20,0.808981268 -MALE,Manna,LEFT,180,70,France,31,Adrian,1988,28.5,13.5,,,,,,,Spearmen random 20,0.799774641 -MALE,Khachanov,RIGHT,198,88,Russia,32,Karen,1996,128.5,122.5,,,,,,,, -MALE,Cuevas,RIGHT,180,80,Uruguay,33,Pablo,1986,28.5,74.5,,,,,,,, -MALE,Kohlschreiber,RIGHT,178,70,Germany,34,Phillip,1983,17,13.5,,,,,,,, -MALE,Lopez,,185,73,Spain,35,Feliciano,1981,68.5,21.5,,,,,,,, -MALE,Young,LEFT,183,79,USA,60,Donald ,1989,46.5,67.5,,,,,,,, -MALE,Medvedev,RIGHT,198,81,RUS,61,Daniil ,1996,128.5,81,,,,,,,, -MALE, Lu,RIGHT,180,74,TPE,62,Yen-Hsun,1983,28.5,26,,,,,,,, -MALE,Basilashvili,RIGHT,185,79,GEO,63,Nikoloz ,1992,68.5,67.5,,,,,,,, -MALE,Zeballos,LEFT,188,83,ERG,64,Horacio ,1985,88,98,,,,,,,, -MALE,Delbonis,LEFT,191,88,ERG,65,Federico ,1990,104,122.5,,,,,,,, -MALE,Herbert,RIGHT,188,79,FRA,66,Pierre-Hugues ,1991,88,67.5,,,,,,,, -MALE,Thompson,RIGHT,183,73,AUS,70,Jordan,1994,46.5,21.5,,,,,,,, -MALE,Tiafoe,RIGHT,188,77,USA,71,Frances,1998,88,50.5,,,,,,,, -MALE,Fabbiano,RIGHT,173,69,ITA,72,Thomas,1989,4.5,9.5,,,,,,,, -MALE,Pella,LEFT,185,83,Argentina,73,Guido,1990,68.5,98,,,,,,,, -MALE,Pella,LEFT,185,83,ARG,73,Guido,1990,68.5,98,,,,,,,, -MALE,Dutra Silva,RIGHT,178,73,Bra,74,Rogerio,1984,17,21.5,,,,,,,, -MALE,Jaziri,RIGHT,185,82,TUN,75,Malek,1984,68.5,89,,,,,,,, -MALE,Bellucci,LEFT,188,82,BRA,76,Thomaz,1987,88,89,,,,,,,, -MALE,Darcis,RIGHT,178,77,Belgium,77,Steve,1984,17,50.5,,,,,,,, -MALE,Darcis,RIGHT,178,77,BEL,77,Steve,1984,17,50.5,,,,,,,, -MALE,Kukushkin,RIGHT,183,72,KAZ,78,Mikhail,1987,46.5,17.5,,,,,,,, -MALE,Estrella Burgos,RIGHT,170,77,DOM,79,Victor,1980,2,50.5,,,,,,,, -MALE,Chardy,RIGHT,188,75,France,84,Jeremy,1987,88,33,,,,,,,, -MALE,Gombos,RIGHT,196,85,Slovakia,85,Norbert,1990,121.5,112.5,,,,,,,, -MALE,Kuznetsov,RIGHT,185,71,Russia,88,Andrey,1991,68.5,16,,,,,,,, -MALE,Donskoy,RIGHT,185,74,Russia,89,Evgeny,1990,68.5,26,,,,,,,, -MALE,Kicker,RIGHT,178,75,Argentina,91,Nicolas,1992,17,33,,,,,,,, -MALE,Kicker,RIGHT,178,75,ARG,91,Nicolas,1992,17,33,,,,,,,, -MALE,Bemelmans,LEFT,183,75,BEL,92,Ruben,1988,46.5,33,,,,,,,, -MALE,Giannessi,LEFT,185,82,ITA,93,Alessandro,1990,68.5,89,,,,,,,, -MALE,Fritz,RIGHT,193,84,USA,94,Taylor,1997,114.5,105,,,,,,,, -MALE,Gojowczyk,RIGHT,188,83,Germany,97,Peter,1989,88,98,,,,,,,, -MALE,Kavcic,RIGHT,188,78,Slovenia,100,Blaz,1987,88,60.5,,,,,,,, -MALE,Bublik,RIGHT,196,76,KAZ,101,Alexander,1997,121.5,41.5,,,,,,,, -MALE,Berlocq,RIGHT,183,81,Argentina,102,Carlos,1983,46.5,81,,,,,,,, -MALE,Stakhovsky,RIGHT,193,80,Ukraine ,103,Sergiy,1986,114.5,74.5,,,,,,,, -MALE,Garcia-Lopez,RIGHT,185,80,Spain,104,Guillermo,1983,68.5,74.5,,,,,,,, -MALE,Albot,RIGHT,175,69,MDA,110,Radu,1989,8.5,9.5,,,,,,,, -MALE,Bagnis,LEFT,183,82,ARG,112,Facundo,1990,46.5,89,,,,,,,, -MALE,Youzhny,RIGHT,183,73,RUS,114,Mikhail,1982,46.5,21.5,,,,,,,, -MALE,Monteiro,LEFT,183,78,BRA,116,Thiago,1994,46.5,60.5,,,,,,,, -MALE,Jarry,RIGHT,198,87,CHI,118,Nicolas,1995,128.5,120,,,,,,,, -MALE,Tsitsipas,RIGHT,193,83,GRE,120,Stefanos,1998,114.5,98,,,,,,,, -MALE,Marterer,LEFT,191,84,GER,121,Maximilian,1995,104,105,,,,,,,, -MALE,Baghdatis,RIGHT,178,82,CYP,122,marcos,1985,17,89,,,,,,,, -MALE,Nishioka,LEFT,170,64,JPN,123,Yoshihito,1995,2,1.5,,,,,,,, -MALE,Fratangelo,RIGHT,183,79,USA,124,Bjorn,1993,46.5,67.5,,,,,,,, -MALE,Menendez-Maceiras,LEFT,183,74,Spain,130,Adrian,1985,46.5,26,,,,,,,, -MALE,Giraldo,RIGHT,188,75,Columbia,131,Santiago,1987,88,33,,,,,,,, -MALE,Almagro,RIGHT,183,86,Spain,132,Nicolas,1985,46.5,118,,,,,,,, -MALE,Melzer,LEFT,188,80,Austria,133,Gerald,1990,88,74.5,,,,,,,, -MALE,Granollers,RIGHT,191,77,Spain,134,Marcel,1986,104,50.5,,,,,,,, -MALE,Otte,RIGHT,196,77,Germany,135,Oscar,1993,121.5,50.5,,,,,,,, -MALE,Hanfmann,RIGHT,193,84,Germany,136,Yannick,1991,114.5,105,,,,,,,, -MALE,Ruud,RIGHT,183,77,Norway,137,Casper,1998,46.5,50.5,,,,,,,, -MALE,Ofner,RIGHT,191,81,Austria,138,Sebastian,1996,104,81,,,,,,,, -MALE,Soeda,RIGHT,178,73,Japan,140,Go,1984,17,21.5,,,,,,,, -MALE,Berrettini,RIGHT,193,85,ITA,141,Matteo,1996,114.5,112.5,,,,,,,, -MALE,Mmoh,RIGHT,185,85,USA,142,Michael,1998,68.5,112.5,,,,,,,, -MALE,Klizan,LEFT,191,80,SVK,143,Martin,1989,104,74.5,,,,,,,, -MALE,Kozlov,LEFT,183,79,USA,144,Stefan,1998,46.5,67.5,,,,,,,, -MALE,Pavlasek,RIGHT,185,76,CZE,145,Adam,1994,68.5,41.5,,,,,,,, -MALE,RAWAT,RIGHT,175,70,India,501,SIDHARTH,1993,8.5,13.5,,,,,,,, -MALE,Querrey,RIGHT,198,95,USA,16,Sam,1987,128.5,130,,,,,,,, -MALE,Ymer,,183,78,Sweden,200,Elias,1996,46.5,60.5,,,,,,,, -MALE,Taberner,Right,183,78,Spain,199,Carlos,1997,46.5,60.5,,,,,,,, -MALE,Rosol,Right,196,84,CZE,198,Lukas,1985,121.5,105,,,,,,,, -MALE,Bolelli,RIGHT,183,83,Italy,197,Simone,1985,46.5,98,,,,,,,, -MALE,McDonald,RIGHT,178,66,USA,196,Mackenzie,1995,17,3,,,,,,,, -MALE,Popko,RIGHT,191,85,KAZ,195,Dmitry,1996,104,112.5,,,,,,,, -MALE,Smith,LEFT,188,84,Australia,194,John-Patrick,1989,88,105,,,,,,,, -MALE,Rubin,RIGHT,175,68,USA,193,Noah,1996,8.5,5.5,,,,,,,, -MALE,Zopp,RIGHT,191,88,Estonia,192,Jurgen,1988,104,122.5,,,,,,,, -MALE,Bonzi,RIGHT,185,75,France,191,Benjamin,1996,68.5,33,,,,,,,, -MALE,Millman,RIGHT,183,79,Australia,190,John ,1989,46.5,67.5,,,,,,,, -MALE,Lee,RIGHT,175,75,Korea,189,Duckhee,1998,8.5,33,,,,,,,, -MALE,Basic,RIGHT,188,88,BIH,188,Mirza,1991,88,122.5,,,,,,,, -MALE,Vatutin,RIGHT,178,69,Russia,186,Alexey,1992,17,9.5,,,,,,,, -MALE,Smyczek,RIGHT,175,73,USA,185,Tim,1987,8.5,21.5,,,,,,,, -MALE,Sakharov,RIGHT,185,78,France,184,Gleb,1988,68.5,60.5,,,,,,,, -MALE,de Minaur,RIGHT,180,69,Australia,183,Alex,1999,28.5,9.5,,,,,,,, -MALE,Krueger,RIGHT,188,82,USA,182,Mitchell,1994,88,89,,,,,,,, -MALE,Hemery,RIGHT,188,85,France,180,Calvin,1995,88,112.5,,,,,,,, -MALE,Ignatik,RIGHT,183,82,Belarus,179,Uladzimir,1990,46.5,89,,,,,,,, -MALE,Ojeda Lara,RIGHT,180,76,Spain,178,Ricardo,1993,28.5,41.5,,,,,,,, -MALE,Opelka,RIGHT,211,100,USA,177,Reilly,1997,135,133.5,,,,,,,, -MALE,Maden,RIGHT,185,68,Germany,175,Yannick,1989,68.5,5.5,,,,,,,, -MALE,Setkic,RIGHT,191,86,BIH,174,Aldin,1987,104,118,,,,,,,, -MALE,Groth,RIGHT,193,100,Australia,173,Sam,1987,114.5,133.5,,,,,,,, -MALE,Duckworth,RIGHT,183,82,Australia,172,James,1992,46.5,89,,,,,,,, -MALE,Balazs,RIGHT,180,78,Hungary,171,Attila,1988,28.5,60.5,,,,,,,, -MALE,Martin,RIGHT,180,72,Slovakia,170,Andrej,1989,28.5,17.5,,,,,,,, -MALE,Kovalik,RIGHT,183,82,Slovakia,169,Jozef,1992,46.5,89,,,,,,,, -MALE,Napolitano,RIGHT,196,90,Italy,168,Stefano ,1995,121.5,127,,,,,,,, -MALE,Kravchuk,RIGHT,191,80,Russia,167,Konstantin,1985,104,74.5,,,,,,,, -MALE,Kudla,RIGHT,180,75,USA,166,Denis,,28.5,33,,,,,,,, -MALE,Norrie,LEFT,188,80,GBR,165,Cameron,,88,74.5,,,,,,,, -MALE,Berankis,RIGHT,175,70,Lithuania,164,Ricardos,1990,8.5,13.5,,,,,,,, -MALE,Santillan,RIGHT,180,77,Australia,163,Akira,1997,28.5,50.5,,,,,,,, -MALE,Auger-Aliassime,,191,82,Canada,162,Felix,2000,104,89,,,,,,,, -MALE,De Schepper,LEFT,203,104,France,161,Kenny,1987,133.5,135,,,,,,,, -MALE,Millot,LEFT,173,75,France,160,Vincent,1986,4.5,33,,,,,,,, -MALE,Paul,RIGHT,185,78,USA,159,Tommy,1997,68.5,60.5,,,,,,,, -MALE,King,RIGHT,188,77,BAR,158,Darian,1992,88,50.5,,,,,,,, -MALE,Vanni,RIGHT,198,94,Italy,157,Luca ,1985,128.5,129,,,,,,,, -MALE,Andreozzi,RIGHT,183,77,Argentina,156,Guido,1991,46.5,50.5,,,,,,,, -MALE,Bhambri,RIGHT,183,77,India,155,Yuki,1992,46.5,50.5,,,,,,,, -MALE,Bourgue,RIGHT,188,83,France,154,Mathias,1994,88,98,,,,,,,, -MALE,Ito,RIGHT,180,76,Japan,152,Tatsuma,1988,28.5,41.5,,,,,,,, -MALE,Milojevic,RIGHT,188,76,Serbia,151,Nikola,1995,88,41.5,,,,,,,, +SEX,Firstname,SURNAME,HANDED,Country,DOB,RANK,HEIGHT,Weight,Rank Height,Rank Weight,,Rank,HEIGHT,Weight,Rank Height,Rank Weight,,,, +MALE,Rafael,Nadal,LEFT,ESP,1986,1,185,85,65,108.5,119,188,188,88,84,118.5,,,, +MALE,Roger,Federer,RIGHT,SUI,1981,2,185,85,65,108.5,78,137,183,77,43.5,48,,,, +MALE,Andy,Murray,RIGHT,GBR,1987,3,191,84,100,101,63,114,183,73,43.5,20.5,,,, +MALE,Alexander,Zverev,RIGHT,Germany,1997,4,198,86,124.5,114,94,160,173,75,4.5,31.5,,,, +MALE,Marin,Cilic,RIGHT,Croatia,1988,5,198,89,124.5,121.5,123,192,191,88,100,118.5,,,, +MALE,Novak,Djokovic,RIGHT,SRB,1987,6,188,77,84,48,25,31,180,70,26,12.5,,,, +MALE,Dominic,Thiem,RIGHT,Austria,1993,7,185,82,65,86,126,195,191,85,100,108.5,,,, +MALE,Stan,Wawrinka,RIGHT,SUI,1985,8,183,81,43.5,78,42,75,185,82,65,86,,,, +MALE,Grigor,Dimitrov,RIGHT,Bulgaria,1991,9,191,80,100,71.5,98,164,175,70,8.5,12.5,,,, +MALE,PABLO,CARRENO BUSTA,RIGHT,Spain,1991,10,188,78,84,57.5,3,2,185,85,65,108.5,,,, +MALE,MILOS,RAONIC,RIGHT,Montenegro,1990,11,196,98,117.5,128,57,101,196,76,117.5,39.5,,,, +MALE,David,Goffin,RIGHT,Belgium,1990,12,180,68,26,5,131,200,183,78,43.5,57.5,,,Test 1,Test 2 (cleaned data) +MALE,ROBERTO,BAUTISTA AGUT,RIGHT,Spain,1988,13,183,76,43.5,39.5,21,23,193,89,110.5,121.5,,Pearson full data,0.778385587,0.77952601 +MALE,KEI,NISHIKORI,RIGHT,Japan,1989,14,178,75,16,31.5,68,122,178,82,16,86,,,, +MALE,KEVIN,ANDERSON,RIGHT,Russia,1986,15,203,93,129.5,124,33,63,185,79,65,64.5,,Pearson top 20,0.801456459,0.807427561 +MALE,Sam,Querrey,RIGHT,USA,1987,16,198,95,124.5,126,11,10,188,78,84,57.5,,Pearson mid 20,,0.54133968 +MALE,Nick,Kyrgios,RIGHT,Australia,1995,20,193,85,110.5,108.5,27,33,180,80,26,71.5,,Pearson bottom 20,0.872519154,0.840463524 +MALE,Jack,Sock,RIGHT,USA,1992,21,191,84,100,101,58,102,183,81,43.5,78,,Pearson top 50,,0.800721985 +MALE,Lucas,Pouille,RIGHT,France,1994,22,185,81,65,78,2,1,185,85,65,108.5,,Pearson bottom 50,,0.842371563 +MALE,Gilles,Muller,LEFT,Luxembourg,1983,23,193,89,110.5,121.5,97,163,180,77,26,48,,,, +MALE,Juan Martin,Del Potro,RIGHT,Argentina,1988,24,198,97,124.5,127,,,,,,,,,, +MALE,Diego,Schwartzman,RIGHT,Argentina,1992,28,170,64,2,1.5,,,,,,,,Pearson random 20,0.831566616,0.565642697 +MALE,Richard,Gasquet,RIGHT,France,1986,30,185,75,65,31.5,,,,,,,,,, +MALE,Adrian,Manna,LEFT,France,1988,31,180,70,26,12.5,,,,,,,,,, +MALE,Karen,Khachanov,RIGHT,Russia,1996,32,198,88,124.5,118.5,,,,,,,,,, +MALE,Pablo,Cuevas,RIGHT,Uruguay,1986,33,180,80,26,71.5,,,,,,,,,, +MALE,Phillip,Kohlschreiber,RIGHT,Germany,1983,34,178,70,16,12.5,,,,,,,,,, +MALE,Feliciano,Lopez,,Spain,1981,35,185,73,65,20.5,,,,,,,,Spearman full data,0.741242739,0.739245502 +MALE,Donald ,Young,LEFT,USA,1989,60,183,79,43.5,64.5,,,,,,,,,, +MALE,Daniil ,Medvedev,RIGHT,RUS,1996,61,198,81,124.5,78,,,,,,,,Spearman top 20,0.881498714,0.803454379 +MALE,Yen-Hsun, Lu,RIGHT,TPE,1983,62,180,74,26,25,,,,,,,,Spearman mid 20,,0.365649619 +MALE,Nikoloz ,Basilashvili,RIGHT,GEO,1992,63,185,79,65,64.5,,,,,,,,Spearman bottom 20,0.808981268,0.881719253 +MALE,Horacio ,Zeballos,LEFT,ERG,1985,64,188,83,84,94.5,,,,,,,,Spearman top 50,,0.789789626 +MALE,Federico ,Delbonis,LEFT,ERG,1990,65,191,88,100,118.5,,,,,,,,Spearman bottom 50,,0.813547803 +MALE,Pierre-Hugues ,Herbert,RIGHT,FRA,1991,66,188,79,84,64.5,,,,,,,,,, +MALE,Jordan,Thompson,RIGHT,AUS,1994,70,183,73,43.5,20.5,,,,,,,,,, +MALE,Frances,Tiafoe,RIGHT,USA,1998,71,188,77,84,48,,,,,,,,Spearman random 20,0.799774641,0.587138974 +MALE,Thomas,Fabbiano,RIGHT,ITA,1989,72,173,69,4.5,8.5,,,,,,,,,, +MALE,Guido,Pella,LEFT,ARG,1990,73,185,83,65,94.5,,,,,,,,,, +MALE,Rogerio,Dutra Silva,RIGHT,Bra,1984,74,178,73,16,20.5,,,,,,,,,, +MALE,Malek,Jaziri,RIGHT,TUN,1984,75,185,82,65,86,,,,,,,,,, +MALE,Thomaz,Bellucci,LEFT,BRA,1987,76,188,82,84,86,,,,,,,,,, +MALE,Steve,Darcis,RIGHT,BEL,1984,77,178,77,16,48,,,,,,,,,, +MALE,Mikhail,Kukushkin,RIGHT,KAZ,1987,78,183,72,43.5,16.5,,,,,,,,,, +MALE,Victor,Estrella Burgos,RIGHT,DOM,1980,79,170,77,2,48,,,,,,,,,, +MALE,Jeremy,Chardy,RIGHT,France,1987,84,188,75,84,31.5,,,,,,,,,, +MALE,Norbert,Gombos,RIGHT,Slovakia,1990,85,196,85,117.5,108.5,,,,,,,,,, +MALE,Andrey,Kuznetsov,RIGHT,Russia,1991,88,185,71,65,15,,,,,,,,,, +MALE,Evgeny,Donskoy,RIGHT,Russia,1990,89,185,74,65,25,,,,,,,,,, +MALE,Nicolas,Kicker,RIGHT,ARG,1992,91,178,75,16,31.5,,,,,,,,,, +MALE,Ruben,Bemelmans,LEFT,BEL,1988,92,183,75,43.5,31.5,,,,,,,,,, +MALE,Alessandro,Giannessi,LEFT,ITA,1990,93,185,82,65,86,,,,,,,,,, +MALE,Taylor,Fritz,RIGHT,USA,1997,94,193,84,110.5,101,,,,,,,,,, +MALE,Peter,Gojowczyk,RIGHT,Germany,1989,97,188,83,84,94.5,,,,,,,,,, +MALE,Blaz,Kavcic,RIGHT,Slovenia,1987,100,188,78,84,57.5,,,,,,,,,, +MALE,Alexander,Bublik,RIGHT,KAZ,1997,101,196,76,117.5,39.5,,,,,,,,,, +MALE,Carlos,Berlocq,RIGHT,Argentina,1983,102,183,81,43.5,78,,,,,,,,,, +MALE,Sergiy,Stakhovsky,RIGHT,Ukraine ,1986,103,193,80,110.5,71.5,,,,,,,,,, +MALE,Guillermo,Garcia-Lopez,RIGHT,Spain,1983,104,185,80,65,71.5,,,,,,,,,, +MALE,Radu,Albot,RIGHT,MDA,1989,110,175,69,8.5,8.5,,,,,,,,,, +MALE,Facundo,Bagnis,LEFT,ARG,1990,112,183,82,43.5,86,,,,,,,,,, +MALE,Mikhail,Youzhny,RIGHT,RUS,1982,114,183,73,43.5,20.5,,,,,,,,,, +MALE,Thiago,Monteiro,LEFT,BRA,1994,116,183,78,43.5,57.5,,,,,,,,,, +MALE,Nicolas,Jarry,RIGHT,CHI,1995,118,198,87,124.5,116,,,,,,,,,, +MALE,Stefanos,Tsitsipas,RIGHT,GRE,1998,120,193,83,110.5,94.5,,,,,,,,,, +MALE,Maximilian,Marterer,LEFT,GER,1995,121,191,84,100,101,,,,,,,,,, +MALE,marcos,Baghdatis,RIGHT,CYP,1985,122,178,82,16,86,,,,,,,,,, +MALE,Yoshihito,Nishioka,LEFT,JPN,1995,123,170,64,2,1.5,,,,,,,,,, +MALE,Bjorn,Fratangelo,RIGHT,USA,1993,124,183,79,43.5,64.5,,,,,,,,,, +MALE,Adrian,Menendez-Maceiras,LEFT,Spain,1985,130,183,74,43.5,25,,,,,,,,,, +MALE,Santiago,Giraldo,RIGHT,Columbia,1987,131,188,75,84,31.5,,,,,,,,,, +MALE,Nicolas,Almagro,RIGHT,Spain,1985,132,183,86,43.5,114,,,,,,,,,, +MALE,Gerald,Melzer,LEFT,Austria,1990,133,188,80,84,71.5,,,,,,,,,, +MALE,Marcel,Granollers,RIGHT,Spain,1986,134,191,77,100,48,,,,,,,,,, +MALE,Oscar,Otte,RIGHT,Germany,1993,135,196,77,117.5,48,,,,,,,,,, +MALE,Yannick,Hanfmann,RIGHT,Germany,1991,136,193,84,110.5,101,,,,,,,,,, +MALE,Casper,Ruud,RIGHT,Norway,1998,137,183,77,43.5,48,,,,,,,,,, +MALE,Sebastian,Ofner,RIGHT,Austria,1996,138,191,81,100,78,,,,,,,,,, +MALE,Go,Soeda,RIGHT,Japan,1984,140,178,73,16,20.5,,,,,,,,,, +MALE,Matteo,Berrettini,RIGHT,ITA,1996,141,193,85,110.5,108.5,,,,,,,,,, +MALE,Michael,Mmoh,RIGHT,USA,1998,142,185,85,65,108.5,,,,,,,,,, +MALE,Martin,Klizan,LEFT,SVK,1989,143,191,80,100,71.5,,,,,,,,,, +MALE,Stefan,Kozlov,LEFT,USA,1998,144,183,79,43.5,64.5,,,,,,,,,, +MALE,Adam,Pavlasek,RIGHT,CZE,1994,145,185,76,65,39.5,,,,,,,,,, +MALE,Nikola,Milojevic,RIGHT,Serbia,1995,151,188,76,84,39.5,,,,,,,,,, +MALE,Tatsuma,Ito,RIGHT,Japan,1988,152,180,76,26,39.5,,,,,,,,,, +MALE,Mathias,Bourgue,RIGHT,France,1994,154,188,83,84,94.5,,,,,,,,,, +MALE,Yuki,Bhambri,RIGHT,India,1992,155,183,77,43.5,48,,,,,,,,,, +MALE,Guido,Andreozzi,RIGHT,Argentina,1991,156,183,77,43.5,48,,,,,,,,,, +MALE,Luca ,Vanni,RIGHT,Italy,1985,157,198,94,124.5,125,,,,,,,,,, +MALE,Darian,King,RIGHT,BAR,1992,158,188,77,84,48,,,,,,,,,, +MALE,Tommy,Paul,RIGHT,USA,1997,159,185,78,65,57.5,,,,,,,,,, +MALE,Vincent,Millot,LEFT,France,1986,160,173,75,4.5,31.5,,,,,,,,,, +MALE,Kenny,De Schepper,LEFT,France,1987,161,203,104,129.5,131,,,,,,,,,, +MALE,Felix,Auger-Aliassime,,Canada,2000,162,191,82,100,86,,,,,,,,,, +MALE,Akira,Santillan,RIGHT,Australia,1997,163,180,77,26,48,,,,,,,,,, +MALE,Ricardos,Berankis,RIGHT,Lithuania,1990,164,175,70,8.5,12.5,,,,,,,,,, +MALE,Cameron,Norrie,LEFT,GBR,,165,188,80,84,71.5,,,,,,,,,, +MALE,Denis,Kudla,RIGHT,USA,,166,180,75,26,31.5,,,,,,,,,, +MALE,Konstantin,Kravchuk,RIGHT,Russia,1985,167,191,80,100,71.5,,,,,,,,,, +MALE,Stefano ,Napolitano,RIGHT,Italy,1995,168,196,90,117.5,123,,,,,,,,,, +MALE,Jozef,Kovalik,RIGHT,Slovakia,1992,169,183,82,43.5,86,,,,,,,,,, +MALE,Andrej,Martin,RIGHT,Slovakia,1989,170,180,72,26,16.5,,,,,,,,,, +MALE,Attila,Balazs,RIGHT,Hungary,1988,171,180,78,26,57.5,,,,,,,,,, +MALE,James,Duckworth,RIGHT,Australia,1992,172,183,82,43.5,86,,,,,,,,,, +MALE,Sam,Groth,RIGHT,Australia,1987,173,193,100,110.5,129.5,,,,,,,,,, +MALE,Aldin,Setkic,RIGHT,BIH,1987,174,191,86,100,114,,,,,,,,,, +MALE,Yannick,Maden,RIGHT,Germany,1989,175,185,68,65,5,,,,,,,,,, +MALE,Reilly,Opelka,RIGHT,USA,1997,177,211,100,131,129.5,,,,,,,,,, +MALE,Ricardo,Ojeda Lara,RIGHT,Spain,1993,178,180,76,26,39.5,,,,,,,,,, +MALE,Uladzimir,Ignatik,RIGHT,Belarus,1990,179,183,82,43.5,86,,,,,,,,,, +MALE,Calvin,Hemery,RIGHT,France,1995,180,188,85,84,108.5,,,,,,,,,, +MALE,Mitchell,Krueger,RIGHT,USA,1994,182,188,82,84,86,,,,,,,,,, +MALE,Alex,de Minaur,RIGHT,Australia,1999,183,180,69,26,8.5,,,,,,,,,, +MALE,Gleb,Sakharov,RIGHT,France,1988,184,185,78,65,57.5,,,,,,,,,, +MALE,Tim,Smyczek,RIGHT,USA,1987,185,175,73,8.5,20.5,,,,,,,,,, +MALE,Alexey,Vatutin,RIGHT,Russia,1992,186,178,69,16,8.5,,,,,,,,,, +MALE,Mirza,Basic,RIGHT,BIH,1991,188,188,88,84,118.5,,,,,,,,,, +MALE,Duckhee,Lee,RIGHT,Korea,1998,189,175,75,8.5,31.5,,,,,,,,,, +MALE,John ,Millman,RIGHT,Australia,1989,190,183,79,43.5,64.5,,,,,,,,,, +MALE,Benjamin,Bonzi,RIGHT,France,1996,191,185,75,65,31.5,,,,,,,,,, +MALE,Jurgen,Zopp,RIGHT,Estonia,1988,192,191,88,100,118.5,,,,,,,,,, +MALE,Noah,Rubin,RIGHT,USA,1996,193,175,68,8.5,5,,,,,,,,,, +MALE,John-Patrick,Smith,LEFT,Australia,1989,194,188,84,84,101,,,,,,,,,, +MALE,Dmitry,Popko,RIGHT,KAZ,1996,195,191,85,100,108.5,,,,,,,,,, +MALE,Mackenzie,McDonald,RIGHT,USA,1995,196,178,66,16,3,,,,,,,,,, +MALE,Simone,Bolelli,RIGHT,Italy,1985,197,183,83,43.5,94.5,,,,,,,,,, +MALE,Lukas,Rosol,Right,CZE,1985,198,196,84,117.5,101,,,,,,,,,, +MALE,Carlos,Taberner,Right,Spain,1997,199,183,78,43.5,57.5,,,,,,,,,, +MALE,Elias,Ymer,,Sweden,1996,200,183,78,43.5,57.5,,,,,,,,,, +MALE,SIDHARTH,RAWAT,RIGHT,India,1993,501,175,70,8.5,12.5,,,,,,,,,, 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