ResearchMethods/wk7/tennis.csv

ranking,country,player,age,points,tournplayed,born,weight,height,hand,gender
1,ESP,Rafael Nadal,31,8770,14,1986,85,185,L,M
2,SUI,Roger Federer,36,8670,17,1981,85,185,R,M
3,CRO,Marin Cilic,29,4985,20,1988,89,198,R,M
4,GER,Alexander Zverev,20,4925,24,1997,86,198,R,M
5,BUL,Grigor Dimitrov,26,4635,22,1991,80,191,R,M
6,ARG,Juan Martin del Potro,29,4470,20,1988,97,198,R,M
7,AUT,Dominic Thiem,24,3665,25,1993,82,185,R,M
8,RSA,Kevin Anderson,31,3390,22,1986,93,203,R,M
9,USA,John Isner,32,3125,25,1985,108,208,R,M
10,BEL,David Goffin,27,3110,24,1990,68,180,R,M
11,FRA,Lucas Pouille,24,2410,24,1994,81,185,R,M
12,ESP,Pablo Carreno Busta,26,2395,25,1991,78,188,R,M
13,SRB,Novak Djokovic,30,2310,15,1987,77,188,R,M
14,USA,Sam Querrey,30,2220,23,1987,95,198,R,M
15,ARG,Diego Schwartzman,25,2220,26,1992,64,170,R,M
16,ESP,Roberto Bautista Agut,30,2175,25,1988,76,183,R,M
17,USA,Jack Sock,25,2155,22,1992,84,191,R,M
18,CZE,Tomas Berdych,32,2140,19,1985,91,196,R,M
19,KOR,Hyeon Chung,21,1897,22,1996,87,188,R,M
20,ITA,Fabio Fognini,30,1840,24,1987,74,178,R,M
21,SUI,Stan Wawrinka,33,1785,14,1985,81,183,R,M
22,CAN,Milos Raonic,27,1765,20,1990,98,196,R,M
23,GBR,Kyle Edmund,23,1757,25,1995,83,188,R,M
24,ESP,Albert Ramos-Vinolas,30,1745,29,1988,80,188,L,M
25,AUS,Nick Kyrgios,22,1720,19,1995,85,193,R,M
26,FRA,Adrian Mannarino,29,1655,26,1988,70,180,L,M
27,SRB,Filip Krajinovic,26,1616,25,1992,75,185,R,M
28,LUX,Gilles Muller,34,1465,22,1983,89,193,L,M
29,GBR,Andy Murray,30,1450,14,1987,84,191,R,M
30,ESP,Feliciano Lopez,36,1420,24,1981,88,188,L,M
31,BIH,Damir Dzumhur,25,1415,29,1992,70,175,R,M
32,ESP,David Ferrer,36,1405,23,1982,73,175,R,M
33,RUS,Andrey Rublev,20,1378,23,1997,70,188,R,M
34,FRA,Richard Gasquet,31,1340,24,1986,75,185,R,M
35,FRA,Jo-Wilfried Tsonga,32,1300,17,1985,91,188,R,M
36,JPN,Kei Nishikori,28,1280,20,1989,75,178,R,M
37,ESP,Fernando Verdasco,34,1280,26,1983,87,185,L,M
38,RUS,Karen Khachanov,21,1255,26,1996,88,198,R,M
39,CRO,Borna Coric,21,1251,23,1996,79,185,R,M
40,GER,Philipp Kohlschreiber,34,1230,21,1983,70,178,R,M
41,URU,Pablo Cuevas,32,1210,24,1986,80,180,R,M
42,FRA,Gael Monfils,31,1175,21,1986,80,193,R,M
43,JPN,Yuichi Sugita,29,1160,27,1988,70,175,R,M
44,NED,Robin Haase,31,1120,29,1987,71,191,R,M
45,CAN,Denis Shapovalov,19,1118,22,1999,75,183,L,M
46,ARG,Leonardo Mayer,30,1073,22,1987,80,191,R,M
47,USA,Tennys Sandgren,26,1033,31,1991,87,188,R,M
48,FRA,Benoit Paire,28,1020,30,1989,80,196,R,M
49,RUS,Daniil Medvedev,22,984,25,1996,81,198,R,M
50,GER,Peter Gojowczyk,28,979,24,1989,83,188,R,M
51,USA,Jared Donaldson,21,977,26,1996,75,188,R,M
52,USA,Steve Johnson,28,975,26,1989,86,188,R,M
53,UKR,Alexandr Dolgopolov,29,966,20,1988,71,180,R,M
54,USA,Ryan Harrison,25,945,27,1992,84,185,R,M
55,GER,Mischa Zverev,30,932,32,1987,88,191,L,M
56,USA,Frances Tiafoe,20,913,24,1998,77,188,R,M
57,FRA,Julien Benneteau,36,891,18,1981,79,185,R,M
58,SLO,Aljaz Bedene,28,877,19,1989,72,183,R,M
59,HUN,Marton Fucsovics,26,864,27,1992,82,188,R,M
60,ARG,Guido Pella,27,858,25,1990,83,185,L,M
61,GER,Jan-Lennard Struff,27,855,30,1990,87,196,R,M
62,ITA,Andreas Seppi,34,851,25,1984,75,191,R,M
63,ITA,Paolo Lorenzi,36,850,29,1981,77,183,R,M
64,POR,Joao Sousa,29,830,32,1989,74,185,R,M
65,CHI,Nicolas Jarry,22,822,23,1995,90,198,R,M
66,USA,Taylor Fritz,20,819,25,1997,84,193,R,M
67,ARG,Horacio Zeballos,32,798,27,1985,83,188,L,M
68,ESP,Guillermo Garcia-Lopez,34,798,28,1983,80,185,R,M
69,FRA,Gilles Simon,33,780,30,1984,70,183,R,M
70,SRB,Viktor Troicki,32,775,28,1986,86,193,R,M
71,GRE,Stefanos Tsitsipas,19,767,30,1998,83,191,R,M
72,CZE,Jiri Vesely,24,745,26,1993,92,198,L,M
73,GER,Maximilian Marterer,22,731,29,1995,84,191,L,M
74,GER,Florian Mayer,34,729,23,1983,82,191,R,M
75,ESP,Roberto Carballes Baena,25,718,31,1993,76,180,R,M
76,CRO,Ivo Karlovic,39,715,23,1979,104,211,R,M
77,CAN,Vasek Pospisil,27,715,25,1990,84,193,R,M
78,AUS,Matthew Ebden,30,713,26,1987,80,188,R,M
79,ARG,Federico Delbonis,27,710,19,1990,88,191,L,M
80,GEO,Nikoloz Basilashvili,26,700,29,1992,79,185,R,M
81,CYP,Marcos Baghdatis,32,699,23,1985,82,178,R,M
82,FRA,Pierre-Hugues Herbert,27,690,25,1991,75,188,R,M
83,IND,Yuki Bhambri,25,688,22,1992,77,183,R,M
84,FRA,Jeremy Chardy,31,685,23,1987,75,188,R,M
85,TUN,Malek Jaziri,34,683,34,1984,82,185,R,M
86,ROU,Marius Copil,27,680,25,1990,87,191,R,M
87,RUS,Evgeny Donskoy,27,673,29,1990,74,185,R,M
88,UZB,Denis Istomin,31,673,24,1986,88,188,R,M
89,LTU,Ricardas Berankis,27,668,30,1990,70,175,R,M
90,ARG,Nicolas Kicker,25,650,27,1992,75,178,R,M
91,AUS,John Millman,28,645,24,1989,79,183,R,M
92,BIH,Mirza Basic,26,643,21,1991,88,188,R,M
93,SRB,Dusan Lajovic,27,639,27,1990,78,183,R,M
94,ISR,Dudi Sela,33,638,23,1985,65,175,R,M
95,KAZ,Mikhail Kukushkin,30,634,24,1987,72,183,R,M
96,MDA,Radu Albot,28,626,30,1989,69,175,R,M
97,RUS,Mikhail Youzhny,35,616,28,1982,73,183,R,M
98,TPE,Yen-Hsun Lu,34,615,16,1983,74,180,R,M
99,AUS,Jordan Thompson,23,611,27,1994,73,183,R,M
100,ITA,Marco Cecchinato,25,606,31,1992,78,185,R,M
101,GER,Cedrik-Marcel Stebe,27,596,16,1990,70,183,L,M
102,SRB,Laslo Djere,22,594,25,1995,80,185,R,M
103,ITA,Thomas Fabbiano,28,586,27,1989,69,173,R,M
104,GBR,Cameron Norrie,22,581,23,1995,82,188,L,M
105,ITA,Matteo Berrettini,22,577,21,1996,85,193,R,M
106,SVK,Lukas Lacko,30,540,26,1987,85,185,R,M
107,USA,Bjorn Fratangelo,24,536,30,1993,79,183,R,M
108,BEL,Ruben Bemelmans,30,523,25,1988,75,183,L,M
109,ITA,Stefano Travaglia,26,515,25,1991,80,185,R,M
110,POR,Gastao Elias,27,511,30,1990,76,183,R,M
111,FRA,Nicolas Mahut,36,508,21,1982,80,191,R,M
112,AUS,Alex de Minaur,19,505,22,1999,69,180,R,M
113,JPN,Taro Daniel,25,501,27,1993,76,191,R,M
114,ARG,Carlos Berlocq,35,499,29,1983,81,183,R,M
115,AUT,Gerald Melzer,27,490,20,1990,80,188,L,M
116,IND,Ramkumar Ramanathan,23,489,30,1994,77,188,R,M
117,USA,Denis Kudla,25,481,25,1992,75,180,R,M
118,FRA,Quentin Halys,21,469,23,1996,78,191,R,M
119,POR,Pedro Sousa,29,467,20,1988,70,178,R,M
120,GER,Yannick Hanfmann,26,465,23,1991,86,193,R,M
121,UKR,Sergiy Stakhovsky,32,463,29,1986,80,193,R,M
122,BLR,Ilya Ivashka,24,458,18,1994,83,191,R,M
123,USA,Tim Smyczek,30,450,23,1987,73,175,R,M
124,CAN,Peter Polansky,29,448,33,1988,80,183,R,M
125,BRA,Rogerio Dutra Silva,34,442,30,1984,73,178,R,M
126,BRA,Thiago Monteiro,23,438,27,1994,78,183,L,M
127,SLO,Blaz Kavcic,31,433,26,1987,78,188,R,M
128,SVK,Martin Klizan,28,431,18,1989,85,191,L,M
129,ESP,Marcel Granollers,32,429,24,1986,77,191,R,M
130,FRA,Calvin Hemery,23,429,28,1995,85,188,R,M
131,USA,Donald Young,28,426,24,1989,79,183,L,M
132,GER,Yannick Maden,28,426,26,1989,68,185,R,M
133,SWE,Elias Ymer,22,418,26,1996,78,183,R,M
134,GER,Oscar Otte,24,418,26,1993,77,196,R,M
135,RUS,Andrey Kuznetsov,27,411,18,1991,71,185,R,M
136,SUI,Henri Laaksonen,26,409,28,1992,78,185,R,M
137,EST,Jurgen Zopp,30,408,22,1988,88,191,R,M
138,JPN,Go Soeda,33,408,26,1984,73,178,R,M
139,AUT,Sebastian Ofner,21,406,23,1996,81,191,R,M
140,BEL,Steve Darcis,34,406,17,1984,77,178,R,M
141,RUS,Alexey Vatutin,25,400,31,1992,69,178,R,M
142,USA,Mackenzie McDonald,23,395,28,1995,73,178,R,M
143,KAZ,Alexander Bublik,20,390,26,1997,76,196,R,M
144,ITA,Simone Bolelli,32,389,19,1985,83,183,R,M
145,SVK,Andrej Martin,28,386,24,1989,72,180,R,M
146,JPN,Tatsuma Ito,29,386,26,1988,75,180,R,M
147,SVK,Norbert Gombos,27,385,30,1990,86,193,R,M
148,FRA,Corentin Moutet,18,384,25,1999,68,175,L,M
149,USA,Ernesto Escobedo,21,381,25,1996,82,185,R,M
150,AUS,Thanasi Kokkinakis,22,380,11,1996,82,196,R,M
151,USA,Michael Mmoh,20,380,23,1998,85,185,R,M
152,SVK,Jozef Kovalik,25,379,26,1992,82,183,R,M
153,SRB,Janko Tipsarevic,33,376,11,1984,80,180,R,M
154,ESP,Pablo Andujar,32,376,7,1986,76,180,R,M
155,TPE,Jason Jung,28,376,24,1989,69,180,R,M
156,ESP,Adrian Menendez-Maceiras,32,374,22,1985,75,183,R,M
157,GBR,Liam Broady,24,359,21,1994,78,183,L,M
158,GER,Mats Moraing,25,355,29,1992,84,198,L,M
160,GER,Matthias Bachinger,31,350,19,1987,83,188,R,M
161,ARG,Guido Andreozzi,26,346,22,1991,77,183,R,M
162,GER,Dustin Brown,33,343,26,1984,78,196,R,M
163,USA,Tommy Paul,20,342,18,1997,78,185,R,M
164,ITA,Alessandro Giannessi,27,341,24,1990,82,185,L,M
165,USA,Bradley Klahn,27,335,21,1990,75,183,L,M
166,SLO,Blaz Rola,27,335,26,1990,85,193,L,M
167,USA,Dennis Novikov,24,334,30,1993,91,193,R,M
168,AUS,Akira Santillan,20,331,20,1997,78,180,R,M
169,FRA,Stephane Robert,37,330,26,1980,77,185,R,M
170,USA,Stefan Kozlov,20,325,24,1998,79,183,R,M
171,DOM,Victor Estrella Burgos,37,324,26,1980,77,170,R,M
172,USA,Kevin King,27,322,24,1991,86,191,L,M
173,ESP,Jaume Munar,20,322,27,1997,78,183,R,M
174,FRA,Kenny De Schepper,30,321,27,1987,104,203,L,M
175,CAN,Felix Auger-Aliassime,17,317,21,2000,84,191,R,M
176,AUS,Jason Kubler,24,316,18,1993,74,178,R,M
177,AUS,Alex Bolt,25,316,22,1993,84,183,L,M
178,POL,Jerzy Janowicz,27,315,14,1990,94,203,R,M
179,BAR,Darian King,25,314,21,1992,77,188,R,M
180,CAN,Filip Peliwo,24,314,28,1994,72,180,R,M
181,ESA,Marcelo Arevalo,27,313,19,1990,86,191,R,M
182,AUS,Bernard Tomic,25,311,18,1992,91,196,R,M
183,CRO,Viktor Galovic,27,310,21,1990,88,193,R,M
184,HUN,Attila Balazs,29,310,30,1988,78,180,R,M
185,POL,Hubert Hurkacz,21,309,27,1997,79,196,R,M
186,ESP,Nicolas Almagro,32,308,12,1985,86,183,R,M
187,ITA,Stefano Napolitano,23,308,21,1995,89,196,R,M
188,FRA,Gleb Sakharov,29,308,28,1988,80,185,R,M
189,ARG,Renzo Olivo,26,307,25,1992,73,180,R,M
190,ESP,Carlos Taberner,20,307,24,1997,78,183,R,M
191,ARG,Marco Trungelliti,28,303,19,1990,78,180,R,M
192,USA,Evan King,26,303,31,1992,79,185,L,M
193,LAT,Ernests Gulbis,29,302,17,1988,88,193,R,M
194,AUT,Dennis Novak,24,294,27,1993,80,183,R,M
195,ITA,Salvatore Caruso,25,294,28,1992,80,185,R,M
196,ESP,Nicola Kuhn,18,292,17,2000,75,185,R,M
197,SRB,Miomir Kecmanovic,18,292,24,1999,75,183,R,M
198,SRB,Nikola Milojevic,22,292,25,1995,76,188,R,M
199,CAN,Brayden Schnur,22,286,22,1995,84,193,R,M
200,ESP,Enrique Lopez Perez,26,283,29,1991,76,180,R,M
201,NOR,Casper Ruud,19,281,28,1998,77,183,R,M
202,ESP,Tommy Robredo,35,281,25,1982,75,180,R,M
203,FRA,Benjamin Bonzi,21,280,23,1996,75,183,R,M
204,BLR,Egor Gerasimov,25,279,10,1992,84,183,R,M
206,ESP,Ricardo Ojeda Lara,25,279,25,1993,76,180,R,M
207,FRA,Constant Lestienne,25,273,29,1992,72,180,R,M
208,KOR,Soonwoo Kwon,20,272,20,1997,72,180,R,M
209,AUS,Marc Polmans,20,272,27,1997,78,188,R,M
210,CZE,Adam Pavlasek,23,268,22,1994,76,185,R,M
211,USA,Reilly Opelka,20,268,20,1997,100,211,R,M
212,POR,Goncalo Oliveira,23,268,43,1995,79,185,L,M
213,GER,Tobias Kamke,31,265,23,1986,76,178,R,M
214,KOR,Duckhee Lee,19,262,31,1998,75,175,R,M
215,IND,Sumit Nagal,20,260,25,1997,69,178,R,M
216,CHI,Christian Garin,21,256,22,1996,85,185,R,M
217,BLR,Uladzimir Ignatik,27,256,32,1990,82,183,R,M
218,ARG,Juan Ignacio Londero,24,255,20,1993,70,180,R,M
219,USA,Mitchell Krueger,24,252,29,1994,82,188,R,M
220,FRA,Vincent Millot,32,251,22,1986,75,173,L,M
221,ESP,Pedro Martinez,20,249,34,1997,70,183,R,M
222,ITA,Andrea Arnaboldi,30,249,36,1987,72,180,L,M
223,ARG,Facundo Bagnis,28,247,23,1990,82,183,L,M
224,BRA,Thomaz Bellucci,30,244,19,1987,82,188,L,M
225,CZE,Zdenek Kolar,21,244,32,1996,76,185,R,M
226,EGY,Mohamed Safwat,27,243,24,1990,82,183,R,M
227,BIH,Aldin Setkic,30,243,28,1987,86,191,R,M
228,JPN,Yasutaka Uchiyama,25,242,20,1992,78,183,R,M
229,POL,Kamil Majchrzak,22,242,24,1996,74,183,R,M
230,GER,Dominik Koepfer,23,241,25,1994,82,180,L,M
231,BOL,Hugo Dellien,24,237,20,1993,75,178,R,M
232,SRB,Pedja Krstin,23,234,27,1994,73,183,R,M
233,COL,Daniel Elahi Galan,21,233,24,1996,72,191,R,M
234,GER,Jan Choinski,21,233,25,1996,80,196,R,M
235,USA,Christian Harrison,23,231,24,1994,77,180,R,M
236,GBR,Jay Clarke,19,231,23,1998,80,183,R,M
237,ARG,Andrea Collarini,26,230,27,1992,80,185,L,M
238,AUS,John-Patrick Smith,29,228,17,1989,84,188,L,M
239,NED,Tallon Griekspoor,21,224,17,1996,82,188,R,M
240,RSA,Lloyd Harris,21,223,25,1997,80,196,R,M
241,BRA,Guilherme Clezar,25,222,24,1992,79,183,R,M
242,KAZ,Aleksandr Nedovyesov,31,221,21,1987,81,193,R,M
243,FRA,Antoine Hoang,22,220,26,1995,71,183,A,M
244,TUR,Cem Ilkel,22,215,30,1995,79,185,R,M
245,FRA,Mathias Bourgue,24,213,28,1994,83,188,R,M
246,SRB,Danilo Petrovic,26,207,26,1992,86,203,R,M
247,USA,Noah Rubin,22,205,17,1996,68,175,R,M
248,CHN,Ze Zhang,27,205,19,1990,85,188,R,M
249,CHN,Di Wu,26,204,23,1991,65,173,R,M
250,ITA,Matteo Donati,23,204,26,1995,74,185,R,M
251,LTU,Laurynas Grigelis,26,203,29,1991,78,183,R,M
252,UKR,Illya Marchenko,30,202,13,1987,82,185,R,M
253,ARG,Facundo Arguello,25,202,23,1992,77,178,R,M
254,TPE,Tsung-Hua Yang,27,202,25,1991,80,178,R,M
255,AUS,Max Purcell,20,201,25,1998,75,185,R,M
256,CRO,Nino Serdarusic,21,201,32,1996,79,188,R,M
257,CZE,Vaclav Safranek,23,199,24,1994,80,185,R,M
258,BEL,Julien Cagnina,23,199,22,1994,70,183,R,M
259,KAZ,Dmitry Popko,21,197,27,1996,87,191,R,M
260,BIH,Tomislav Brkic,28,197,28,1990,80,185,R,M
261,POR,Joao Monteiro,24,196,23,1993,77,178,R,M
262,USA,Alexander Sarkissian,28,196,26,1990,79,191,R,M
263,DOM,Jose Hernandez-Fernandez,28,196,26,1990,77,183,R,M
266,IND,Prajnesh Gunneswaran,28,193,26,1989,80,188,L,M
267,ITA,Lorenzo Giustino,26,193,29,1991,80,183,R,M
268,FRA,David Guez,35,192,25,1982,75,185,R,M
269,BEL,Christopher Heyman,24,192,26,1993,90,191,L,M
270,ITA,Matteo Viola,30,192,34,1987,80,185,R,M
271,NED,Scott Griekspoor,27,190,23,1991,80,188,R,M
272,ESP,Daniel Gimeno-Traver,32,189,19,1985,80,183,R,M
273,AUS,Andrew Whittington,24,188,23,1993,82,188,R,M
274,ESP,Daniel Munoz de la Nava,36,188,18,1982,75,178,L,M
275,ESP,Carlos Boluda-Purkiss,25,187,22,1993,69,173,R,M
277,JPN,Yusuke Takahashi,20,185,24,1997,68,170,R,M
279,AUS,Bradley Mousley,22,182,24,1996,82,188,R,M
280,ECU,Roberto Quiroz,26,180,22,1992,88,193,L,M
281,FRA,Gregoire Barrere,24,180,25,1994,83,183,R,M
282,ARG,Hernan Casanova,24,178,27,1994,76,178,R,M
283,ESP,Bernabe Zapata Miralles,21,178,33,1997,73,185,R,M
284,CZE,Lukas Rosol,32,177,12,1985,83,193,R,M
285,FRA,Maxime Janvier,21,175,24,1996,80,193,R,M
286,AUS,Sam Groth,30,174,10,1987,100,193,R,M
287,BEL,Arthur De Greef,26,173,21,1992,73,183,R,M
288,CRO,Ante Pavic,29,173,21,1989,96,196,R,M
289,FRA,Geoffrey Blancaneaux,19,172,23,1998,68,178,R,M
290,USA,Christopher Eubanks,21,170,16,1996,82,201,R,M
291,USA,Austin Krajicek,27,170,27,1990,79,188,L,M
292,CRO,Franko Skugor,30,169,11,1987,96,198,R,M
293,COL,Santiago Giraldo,30,168,13,1987,75,188,R,M
294,SRB,Miljan Zekic,29,168,27,1988,79,185,R,M
295,ESP,Carlos Gomez-Herrera,27,167,19,1990,85,191,R,M
298,GER,Tommy Haas,40,165,10,1978,84,188,R,M
299,ISR,Edan Leshem,21,163,23,1997,70,183,R,M
300,CZE,Marek Jaloviec,24,163,30,1994,72,180,L,M
301,RUS,Teymuraz Gabashvili,32,162,26,1985,83,188,R,M
302,ITA,Andrea Basso,24,162,23,1993,72,185,L,M
303,TUR,Marsel Ilhan,30,162,33,1987,80,191,R,M
304,BUL,Dimitar Kuzmanov,24,161,23,1993,72,183,R,M
305,BRA,Joao Souza,29,161,24,1988,92,193,R,M
306,FRA,Ugo Humbert,19,161,28,1998,68,175,L,M
308,COL,Alejandro Gonzalez,29,159,21,1989,83,191,R,M
309,JPN,Hiroki Moriya,27,159,26,1990,65,170,R,M
310,GER,Tim Puetz,30,158,11,1987,78,185,R,M
311,NED,Thiemo de Bakker,29,157,18,1988,83,193,R,M
312,EGY,Youssef Hossam,19,157,24,1998,75,178,R,M
313,BEL,Kimmer Coppejans,24,156,24,1994,68,180,R,M
314,SWE,Markus Eriksson,28,155,26,1989,80,188,R,M
315,GBR,Alexander Ward,27,153,14,1990,85,185,R,M
316,GER,Daniel Altmaier,19,153,17,1998,88,191,R,M
317,AUT,Lucas Miedler,21,153,24,1996,77,180,R,M
318,USA,Marcos Giron,24,151,23,1993,77,180,R,M
320,ITA,Federico Gaio,26,149,24,1992,84,180,R,M
321,RUS,Ivan Gakhov,21,149,28,1996,83,193,L,M
322,BEL,Joris De Loore,24,148,18,1993,86,191,R,M
323,RUS,Konstantin Kravchuk,33,147,20,1985,80,191,R,M
324,ITA,Luca Vanni,32,147,20,1985,94,198,R,M
325,ESP,Inigo Cervantes,28,146,19,1989,78,183,R,M
326,RUS,Evgeny Karlovskiy,23,146,20,1994,85,191,R,M
327,ESP,Mario Vilella Martinez,22,145,27,1995,74,178,R,M
328,CAN,Frank Dancevic,33,144,14,1984,79,185,R,M
329,USA,Daniel Nguyen,27,144,16,1990,73,173,R,M
330,CAN,Steven Diez,27,143,29,1991,76,178,R,M
331,ITA,Andrea Pellegrino,21,142,22,1997,75,185,R,M
332,EGY,Karim-Mohamed Maamoun,27,142,29,1991,73,175,R,M
333,CHN,Zhe Li,31,141,26,1986,77,185,R,M
334,USA,JC Aragone,22,140,18,1995,79,178,R,M
335,ITA,Gianluigi Quinzi,22,140,13,1996,84,191,L,M
336,BEL,Yannick Mertens,30,140,31,1987,72,188,R,M
337,CHN,Yibing Wu,18,139,12,1999,73,183,R,M
338,AUS,Marinko Matosevic,32,139,16,1985,86,193,R,M
339,DOM,Roberto Cid Subervi,24,138,13,1993,82,193,R,M
341,ARG,Juan Pablo Ficovich,21,137,26,1997,78,191,R,M
342,CHN,Zhizhen Zhang,21,136,19,1996,87,193,R,M
344,ARG,Juan Ignacio Galarza,24,135,22,1994,81,183,R,M
347,ARG,Patricio Heras,29,134,13,1989,75,183,R,M
348,FRA,Elliot Benchetrit,19,134,24,1998,80,193,R,M
349,FRA,Albano Olivetti,26,134,26,1991,104,203,R,M
350,ARG,Pedro Cachin,23,133,19,1995,77,185,R,M
352,ITA,Alessandro Bega,27,130,26,1991,68,173,R,M
353,ITA,Gian Marco Moroni,20,127,19,1998,85,185,R,M
354,NZL,Rubin Statham,30,127,26,1987,80,180,R,M
357,SWE,Christian Lindell,26,126,23,1991,87,193,R,M
358,SWE,Mikael Ymer,19,125,17,1998,75,183,R,M
359,JPN,Yosuke Watanuki,20,125,18,1998,63,180,R,M
360,BLR,Dzmitry Zhyrmont,29,125,21,1989,85,188,R,M
361,ARG,Federico Coria,26,125,26,1992,73,180,R,M
362,BRA,Joao Pedro Sorgi,24,124,24,1993,82,188,R,M
363,COL,Cristian Rodriguez,27,123,18,1990,76,180,R,M
364,FRA,Alexandre Muller,21,123,22,1997,73,180,R,M
365,MON,Lucas Catarina,21,122,29,1996,80,185,R,M
366,JPN,Yoshihito Nishioka,22,121,11,1995,64,170,L,M
367,CZE,Jan Satral,27,121,24,1990,82,188,R,M
368,AUS,Andrew Harris,24,120,15,1994,82,183,R,M
372,FRA,Paul-Henri Mathieu,36,115,10,1982,74,185,R,M
373,GER,Jeremy Jahn,28,115,24,1990,73,178,R,M
374,ARG,Facundo Mena,25,113,17,1992,85,183,R,M
377,AUT,Michael Linzer,28,111,19,1989,77,180,R,M
378,USA,Raymond Sarmiento,25,110,10,1992,68,178,R,M
379,FRA,Johan Tatlot,22,109,16,1996,80,180,R,M
381,RUS,Roman Safiullin,20,109,19,1997,75,185,R,M
382,ITA,Filippo Baldi,22,109,23,1996,79,183,R,M
383,ESP,Guillermo Olaso,30,108,14,1988,74,175,R,M
384,FRA,Sadio Doumbia,27,107,22,1990,78,183,R,M
385,NED,Boy Westerhof,32,106,20,1985,80,185,R,M
386,FRA,Hugo Grenier,22,106,24,1996,85,196,R,M
387,ESP,Eduard Esteve Lobato,23,106,25,1994,83,188,R,M
389,BRA,Pedro Sakamoto,24,104,21,1993,78,180,R,M
390,USA,Jared Hiltzik,23,104,23,1994,79,185,R,M
391,NED,Igor Sijsling,30,103,21,1987,85,191,R,M
392,ARG,Mariano Kestelboim,22,103,25,1996,79,188,R,M
394,IND,Arjun Kadhe,24,102,21,1994,83,185,R,M
395,JPN,Shintaro Imai,24,102,23,1993,74,178,R,M
396,JPN,Renta Tokuda,20,101,16,1998,69,178,R,M
397,BEL,Yannick Vandenbulcke,27,101,19,1990,85,193,R,M
398,FRA,Tristan Lamasine,25,101,21,1993,69,183,R,M
399,GBR,Brydan Klein,28,101,24,1989,83,188,R,M
403,FRA,Fabien Reboul,22,99,20,1995,80,188,R,M
404,GER,Daniel Masur,23,98,19,1994,79,183,R,M
405,AUT,Lenny Hampel,21,98,27,1996,78,188,R,M
406,ITA,Liam Caruana,20,97,17,1998,72,180,R,M
407,CRO,Ivan Dodig,33,96,2,1985,83,183,R,M
408,GER,Kevin Krawietz,26,96,15,1992,83,191,R,M
409,CHI,Gonzalo Lama,24,96,17,1993,82,180,R,M
411,CRO,Mate Delic,24,95,26,1993,86,196,R,M
412,TPE,Ti Chen,34,94,28,1983,73,178,R,M
413,SRB,Marko Tepavac,24,93,14,1994,90,193,R,M
414,GER,Marc Sieber,30,92,19,1988,68,178,L,M
415,JPN,Sora Fukuda,20,92,24,1997,72,183,L,M
416,ESP,Marc Giner,26,92,25,1991,76,183,R,M
418,AUT,Andreas Haider-Maurer,31,91,14,1987,89,191,R,M
419,ROU,Dragos Dima,25,91,20,1992,70,180,R,M
420,GER,Robin Kern,24,91,21,1993,87,188,R,M
421,ITA,Riccardo Bonadio,24,91,26,1993,84,183,R,M
422,USA,Evan Song,25,91,30,1992,75,178,L,M
423,AUS,Alexei Popyrin,18,90,15,1999,78,196,R,M
424,RUS,Pavel Kotov,19,90,17,1998,86,191,R,M
425,GER,Tobias Simon,26,90,29,1991,96,198,R,M
427,ARG,Juan Pablo Paz,23,89,26,1995,,170,R,M
428,GER,Daniel Brands,30,88,11,1987,92,196,R,M
430,ITA,Fabrizio Ornago,25,88,29,1992,83,191,R,M
431,FRA,Maxime Hamou,22,87,18,1995,75,185,R,M
434,AUS,Harry Bourchier,22,87,27,1996,76,185,R,M
436,PER,Juan Pablo Varillas,22,87,30,1995,78,185,R,M
437,POL,Pawel Cias,24,86,17,1994,70,178,R,M
438,GER,Benjamin Hassan,23,86,18,1995,85,183,R,M
439,AUT,Thomas Statzberger,25,86,29,1992,80,183,R,M
440,POR,Fred Gil,33,86,33,1985,75,173,R,M
441,AUS,Aleksandar Vukic,22,85,11,1996,84,188,R,M
442,FRA,Baptiste Crepatte,23,84,21,1994,73,185,R,M
443,CAN,Samuel Monette,24,83,17,1994,84,180,L,M
444,BLR,Yaraslav Shyla,25,83,18,1993,85,193,R,M
445,ESP,Pol Toledo Bague,23,83,23,1994,71,178,R,M
446,FRA,Corentin Denolly,20,83,23,1997,77,185,L,M
447,SVK,Lukas Klein,20,83,24,1998,85,193,R,M
451,BEL,Niels Desein,30,81,17,1987,85,191,R,M
452,AUS,Luke Saville,24,81,20,1994,83,188,R,M
453,BRA,Bruno Santanna,24,81,30,1993,80,175,R,M
454,FIN,Harri Heliovaara,28,80,9,1989,82,188,R,M
456,FRA,Maxime Chazal,24,80,26,1993,71,175,R,M
458,VIE,Nam Hoang Ly,21,79,20,1997,69,175,R,M
459,ITA,Roberto Marcora,28,79,22,1989,88,193,R,M
460,TUN,Moez Echargui,25,79,27,1993,75,180,R,M
461,ESP,Pablo Vivero Gonzalez,22,78,27,1995,80,193,R,M
462,FRA,Leny Mitjana,23,78,28,1994,75,183,R,M
464,SUI,Marco Chiudinelli,36,77,15,1981,85,185,R,M
465,IND,N Vijay Sundar Prashanth,31,77,16,1986,75,178,R,M
466,SRB,Nikola Cacic,27,77,19,1990,75,185,R,M
467,BUL,Alexandar Lazov,27,77,19,1990,69,183,L,M
468,FRA,Thomas Brechemier,21,77,22,1996,72,178,R,M
469,TPE,Tung-Lin Wu,19,77,22,1998,75,188,R,M
470,TUR,Altug Celikbilek,21,77,24,1996,72,185,R,M
471,HUN,Zsombor Piros,18,76,17,1999,65,178,R,M
472,AUT,David Pichler,22,76,25,1996,70,178,R,M
473,ITA,Pietro Rondoni,24,76,26,1993,78,185,R,M
474,IRL,James McGee,30,75,8,1987,80,183,R,M
477,USA,Ryan Shane,24,74,16,1994,89,193,R,M
478,GBR,Lloyd Glasspool,24,74,17,1993,85,191,R,M
479,ISR,Igor Smilansky,23,74,23,1995,85,188,R,M
480,ZIM,Benjamin Lock,25,74,31,1993,86,201,R,M
481,FRA,Gianni Mina,26,73,18,1992,85,188,R,M
482,BEL,Clement Geens,22,73,23,1996,68,180,R,M
483,AUT,Pascal Brunner,28,72,18,1989,75,180,R,M
484,GER,Julian Lenz,25,71,17,1993,82,188,R,M
485,NED,Botic Van de Zandschulp,22,71,17,1995,83,188,R,M
486,GER,Peter Torebko,30,70,20,1988,84,185,R,M
487,IRL,Sam Barry,26,70,20,1992,83,191,R,M
488,USA,Ulises Blanch,20,70,22,1998,78,191,R,M
490,USA,Ronnie Schneider,23,70,25,1994,70,175,R,M
491,FRA,Jonathan Kanar,23,70,29,1994,72,180,L,M
492,ITA,Edoardo Eremin,24,69,13,1993,95,185,R,M
493,AUS,Blake Ellis,19,69,16,1999,75,191,R,M
494,JPN,Shuichi Sekiguchi,26,69,19,1991,66,168,R,M
495,ESP,Andres Artunedo Martinavarro,24,69,20,1993,75,183,R,M
496,NED,Jelle Sels,22,69,23,1995,83,188,R,M
497,USA,Sekou Bangoura,26,69,25,1991,77,183,R,M
498,GER,Elmar Ejupovic,25,69,28,1993,90,193,R,M
499,NED,Gijs Brouwer,22,68,21,1996,72,191,L,M
500,BRA,Joao Menezes,21,68,22,1996,80,185,R,M
1,ROU,Simona Halep,26,8140,18,1991,,168,R,F
2,DEN,Caroline Wozniacki,27,6790,21,1990,,177,R,F
3,ESP,Garbiñe Muguruza,24,6065,23,1993,,182,R,F
4,UKR,Elina Svitolina,23,5630,18,1994,,174,R,F
5,LAT,Jelena Ostapenko,20,5307,21,1997,,177,R,F
6,CZE,Karolina Pliskova,26,4730,20,1992,,186,R,F
7,FRA,Caroline Garcia,24,4615,23,1993,,177,R,F
8,USA,Venus Williams,37,4276,14,1980,,185,R,F
9,USA,Sloane Stephens,25,3938,13,1993,,170,R,F
10,CZE,Petra Kvitova,28,3271,19,1990,,182,L,F
11,GER,Julia Goerges,29,2980,24,1988,,180,R,F
12,GER,Angelique Kerber,30,2971,20,1988,,173,L,F
13,USA,Madison Keys,23,2722,17,1995,,178,R,F
14,RUS,Daria Kasatkina,20,2570,22,1997,,170,R,F
15,LAT,Anastasija Sevastova,28,2545,24,1990,,169,R,F
16,USA,Coco Vandeweghe,26,2488,17,1991,,185,R,F
17,BEL,Elise Mertens,22,2420,25,1995,,179,R,F
18,SVK,Magdalena Rybarikova,29,2350,23,1988,,180,R,F
19,AUS,Ashleigh Barty,21,2318,18,1996,,166,R,F
20,FRA,Kristina Mladenovic,24,2280,29,1993,,184,R,F
21,NED,Kiki Bertens,26,2135,26,1991,,182,R,F
22,JPN,Naomi Osaka,20,2105,24,1997,,180,R,F
23,GBR,Johanna Konta,26,1995,22,1991,,180,R,F
24,AUS,Daria Gavrilova,24,1925,23,1994,,166,R,F
25,ESP,Carla Suárez Navarro,29,1910,24,1988,,162,R,F
26,CZE,Barbora Strycova,32,1765,24,1986,,164,R,F
27,RUS,Anastasia Pavlyuchenkova,26,1700,24,1991,,177,R,F
28,RUS,Svetlana Kuznetsova,32,1613,15,1985,,174,R,F
29,POL,Agnieszka Radwanska,29,1525,20,1989,,173,R,F
30,CHN,Shuai Zhang,29,1500,29,1989,,177,R,F
31,EST,Anett Kontaveit,22,1475,23,1995,,174,R,F
32,RUS,Ekaterina Makarova,29,1380,21,1988,,180,L,F
33,SVK,Dominika Cibulkova,28,1380,21,1989,,161,R,F
34,ROU,Sorana Cirstea,28,1355,24,1990,,176,R,F
35,FRA,Alizé Cornet,28,1355,28,1990,,173,R,F
36,CHN,Shuai Peng,32,1320,23,1986,,177,R,F
37,CRO,Petra Martic,27,1291,14,1991,,181,R,F
38,ROU,Irina-Camelia Begu,27,1270,27,1990,,181,R,F
39,HUN,Timea Babos,24,1270,27,1993,,179,R,F
40,ROU,Mihaela Buzarnescu,29,1263,31,1988,,175,L,F
41,UKR,Lesia Tsurenko,28,1260,27,1989,,174,R,F
42,RUS,Maria Sharapova,30,1257,13,1987,,188,R,F
43,RUS,Elena Vesnina,31,1175,24,1986,,176,R,F
44,USA,Catherine Bellis,19,1175,20,1999,,168,R,F
45,USA,Danielle Collins,24,1137,28,1993,,178,R,F
46,SUI,Timea Bacsinszky,28,1132,12,1989,,170,R,F
47,BLR,Aryna Sabalenka,19,1128,23,1998,,182,R,F
48,KAZ,Zarina Diyas,24,1123,24,1993,,172,R,F
49,GRE,Maria Sakkari,22,1117,25,1995,,172,R,F
50,BEL,Alison Van Uytvanck,24,1116,22,1994,,173,R,F
51,CZE,Lucie Safarova,31,1088,18,1987,,177,L,F
52,CZE,Katerina Siniakova,21,1075,25,1996,,174,R,F
53,SRB,Aleksandra Krunic,25,1075,22,1993,,163,R,F
54,CRO,Donna Vekic,21,1060,25,1996,,179,R,F
55,CHN,Qiang Wang,26,1055,21,1992,,172,R,F
56,BLR,Aliaksandra Sasnovich,24,1018,22,1994,,174,R,F
57,GER,Carina Witthoeft,23,993,24,1995,,176,R,F
58,AUS,Samantha Stosur,34,992,22,1984,,175,R,F
59,ITA,Camila Giorgi,26,986,19,1991,,168,R,F
60,TPE,Su-Wei Hsieh,32,975,29,1986,,169,R,F
61,GER,Tatjana Maria,30,960,34,1987,,172,R,F
62,EST,Kaia Kanepi,32,957,12,1985,,181,R,F
63,BRA,Beatriz Haddad Maia,21,948,22,1996,,185,L,F
64,ROU,Monica Niculescu,30,926,23,1987,,168,R,F
65,GER,Mona Barthel,27,904,25,1990,,185,R,F
66,ROU,Ana Bogdan,25,902,24,1992,,172,R,F
67,PUR,Monica Puig,24,895,21,1993,,170,R,F
68,UKR,Kateryna Kozlova,24,894,24,1994,,175,R,F
69,POL,Magda Linette,26,865,27,1992,,171,R,F
70,BEL,Kirsten Flipkens,32,846,23,1986,,165,R,F
71,SUI,Belinda Bencic,21,844,11,1997,,175,R,F
72,CZE,Kristyna Pliskova,26,825,26,1992,,184,L,F
73,CZE,Marketa Vondrousova,18,822,17,1999,,172,L,F
74,USA,Varvara Lepchenko,31,815,25,1986,,180,L,F
75,SLO,Polona Hercog,27,789,23,1991,,185,R,F
76,USA,Sachia Vickery,22,784,29,1995,,163,R,F
77,GBR,Heather Watson,25,782,25,1992,,170,R,F
78,UKR,Kateryna Bondarenko,31,775,24,1986,,175,R,F
79,ESP,Lara Arruabarrena,26,772,26,1992,,166,R,F
80,USA,Madison Brengle,28,767,26,1990,,168,R,F
81,SWE,Johanna Larsson,29,765,26,1988,,174,R,F
82,RUS,Natalia Vikhlyantseva,21,764,27,1997,,185,R,F
83,KAZ,Yulia Putintseva,23,760,26,1995,,163,R,F
84,SVK,Anna Karolina Schmiedlova,23,748,27,1994,,176,R,F
85,USA,Jennifer Brady,23,746,24,1995,,178,R,F
86,PAR,Veronica Cepede Royg,26,738,21,1992,,163,R,F
87,USA,Sofia Kenin,19,733,28,1998,,170,R,F
88,USA,Christina Mchale,25,730,31,1992,,170,R,F
89,CRO,Ana Konjuh,20,718,17,1997,,174,R,F
90,THA,Luksika Kumkhum,24,718,18,1993,,167,R,F
91,ITA,Sara Errani,30,715,21,1987,,164,R,F
93,USA,Alison Riske,27,710,27,1990,,175,R,F
94,AUS,Ajla Tomljanovic,24,700,25,1993,,180,R,F
95,BLR,Victoria Azarenka,28,695,5,1989,,183,R,F
96,SUI,Stefanie Voegele,28,658,19,1990,,170,R,F
97,GER,Laura Siegemund,30,656,12,1988,,168,R,F
98,CHN,Yafan Wang,23,651,20,1994,,170,R,F
100,JPN,Kurumi Nara,26,647,32,1991,,155,R,F
101,CZE,Denisa Allertova,25,642,18,1993,,180,R,F
102,FRA,Oceane Dodin,21,642,22,1996,,183,R,F
103,GER,Andrea Petkovic,30,638,25,1987,,180,R,F
104,CHN,Yingying Duan,28,638,25,1989,,186,R,F
105,USA,Shelby Rogers,25,619,16,1992,,175,R,F
106,SVK,Viktoria Kuzmova,19,619,28,1998,,180,R,F
107,BEL,Yanina Wickmayer,28,616,24,1989,,182,R,F
108,USA,Taylor Townsend,21,605,24,1996,,170,L,F
109,CRO,Jana Fett,21,603,29,1996,,168,R,F
110,NED,Richel Hogenkamp,25,596,29,1992,,168,R,F
111,BLR,Vera Lapko,19,592,25,1998,,184,R,F
112,SWE,Rebecca Peterson,22,585,22,1995,,173,R,F
113,RUS,Anna Blinkova,19,583,27,1998,,179,R,F
115,SUI,Viktorija Golubic,25,575,24,1992,,169,R,F
116,SVK,Jana Cepelova,24,566,32,1993,,168,R,F
117,CAN,Eugenie Bouchard,24,565,19,1994,,178,R,F
118,RUS,Evgeniya Rodina,29,560,34,1989,,170,R,F
119,USA,Nicole Gibbs,25,559,25,1993,,168,R,F
120,USA,Caroline Dolehide,19,550,24,1998,,178,R,F
121,MNE,Danka Kovinic,23,550,31,1994,,169,R,F
122,FRA,Pauline Parmentier,32,544,29,1986,,175,R,F
123,NED,Arantxa Rus,27,542,27,1990,,180,L,F
124,JPN,Nao Hibino,23,529,31,1994,,163,R,F
125,COL,Mariana Duque-Mariño,28,522,24,1989,,169,R,F
126,USA,Lauren Davis,24,511,23,1993,,157,R,F
127,CAN,Francoise Abanda,21,506,19,1997,,178,R,F
129,CHN,Lin Zhu,24,502,22,1994,,173,R,F
131,AUS,Arina Rodionova,28,490,31,1989,,168,R,F
132,ESP,Sara Sorribes Tormo,21,485,26,1996,,176,R,F
134,GBR,Naomi Broady,28,474,29,1990,,189,R,F
137,JPN,Miyu Kato,23,448,26,1994,,156,R,F
139,CHN,Saisai Zheng,24,433,13,1994,,170,R,F
141,CZE,Barbora Krejcikova,22,414,20,1995,,178,R,F
142,GER,Tamara Korpatsch,22,414,27,1995,,170,R,F
144,RUS,Vera Zvonareva,33,412,16,1984,,172,R,F
146,ESP,Georgina Garcia Perez,25,405,21,1992,,187,R,F
147,RUS,Anna Kalinskaya,19,404,25,1998,,175,R,F
148,TUN,Ons Jabeur,23,398,23,1994,,167,R,F
149,SUI,Patty Schnyder,39,398,23,1978,,168,L,F
152,AUS,Olivia Rogowska,26,393,23,1991,,175,R,F
153,CRO,Mirjana Lucic-Baroni,36,390,16,1982,,181,R,F
154,BEL,Maryna Zanevska,24,390,25,1993,,175,R,F
155,GER,Antonia Lottner,21,388,22,1996,,185,R,F
157,ITA,Francesca Schiavone,37,381,15,1980,,166,R,F
158,CZE,Tereza Martincova,23,375,29,1994,,179,R,F
160,GER,Sabine Lisicki,28,372,11,1989,,178,R,F
162,TUR,Cagla Buyukakcay,28,369,27,1989,,172,R,F
163,USA,Jamie Loeb,23,368,26,1995,,168,R,F
164,BUL,Viktoriya Tomova,23,367,27,1995,,170,R,F
165,JPN,Misaki Doi,26,365,23,1991,,159,L,F
166,USA,Irina Falconi,27,362,17,1990,,163,R,F
167,CZE,Marie Bouzkova,19,361,26,1998,,180,R,F
168,ITA,Roberta Vinci,35,359,18,1983,,163,R,F
170,ROU,Alexandra Cadantu,27,359,25,1990,,170,R,F
173,CHN,Xinyun Han,27,352,28,1990,,172,L,F
174,RUS,Vitalia Diatchenko,27,352,18,1990,,180,R,F
179,ROU,Alexandra Dulgheru,28,331,22,1989,,172,R,F
180,JPN,Eri Hozumi,24,329,31,1994,,168,R,F
183,USA,Kayla Day,18,322,24,1999,,173,L,F
185,SUI,Conny Perrin,27,310,29,1990,,174,R,F
189,AUT,Barbara Haas,22,293,23,1996,,165,R,F
191,FRA,Myrtille Georges,27,292,25,1990,,174,R,F
200,AUT,Julia Grabher,21,275,27,1996,,170,R,F
201,USA,Bethanie Mattek-Sands,33,273,7,1985,,168,R,F
204,FRA,Amandine Hesse,25,267,22,1993,,164,R,F
209,ESP,Paula Badosa Gibert,20,262,23,1997,,180,R,F
210,NED,Lesley Kerkhove,26,260,26,1991,,172,R,F
211,BUL,Tsvetana Pironkova,30,259,7,1987,,180,R,F
213,RUS,Irina Khromacheva,22,259,25,1995,,170,L,F
217,TUR,Ipek Soylu,21,252,24,1996,,174,R,F
219,USA,Grace Min,23,251,21,1994,,163,R,F
221,GBR,Laura Robson,24,249,25,1994,,180,L,F
222,ESP,Sílvia Soler-Espinosa,30,246,27,1987,,169,R,F
223,CRO,Tereza Mrdeza,27,244,31,1990,,173,R,F
226,TUR,Ayla Aksu,21,243,24,1996,,170,R,F
227,USA,Victoria Duval,22,242,19,1995,,178,R,F
230,CZE,Tereza Smitkova,23,241,25,1994,,176,R,F
231,SVK,Chantal Skamlova,24,241,25,1993,,169,R,F
236,BUL,Sesil Karatantcheva,28,235,21,1989,,171,R,F
242,RUS,Elizaveta Kulichkova,22,229,12,1996,,1795,R,F
244,RUS,Anastasia Potapova,17,221,15,2001,,175,R,F
245,USA,Louisa Chirico,21,221,22,1996,,175,R,F
246,ESP,María-Teresa Torró-Flor,25,221,24,1992,,178,R,F
247,JPN,Mayo Hibi,22,220,24,1996,,165,R,F
250,USA,Julia Boserup,26,215,23,1991,,181,R,F
252,AUS,Ellen Perez,22,212,19,1995,,169,L,F
255,USA,Asia Muhammad,27,208,24,1991,,178,R,F
257,NZL,Marina Erakovic,30,206,14,1988,,174,R,F
258,CZE,Lucie Hradecka,32,205,11,1985,,177,R,F
264,FRA,Fiona Ferro,21,201,21,1997,,170,R,F
265,USA,Maria Sanchez,28,201,23,1989,,178,R,F
267,JPN,Risa Ozaki,24,197,35,1994,,163,R,F
269,HUN,Dalma Galfi,19,196,23,1998,,178,R,F
270,AUS,Jaimee Fourlis,18,195,15,1999,,168,R,F
271,GER,Anna Zaja,26,194,23,1991,,183,R,F
274,RUS,Valeria Savinykh,27,187,27,1991,,167,R,F
276,FRA,Alizé Lim,27,184,24,1990,,173,R,F
280,SVK,Kristina Kucova,27,182,16,1990,,163,R,F
282,SRB,Jovana Jaksic,24,181,24,1993,,180,R,F
286,SRB,Ivana Jorovic,20,172,20,1997,,174,R,F
291,HUN,Greta Arn,39,163,10,1979,,180,R,F
292,TPE,Kai-Chen Chang,27,162,21,1991,,167,R,F
299,LUX,Mandy Minella,32,153,13,1985,,180,R,F
300,ISR,Julia Glushko,28,153,24,1990,,171,R,F
302,FRA,Tessah Andrianjafitrimo,19,152,22,1998,,169,R,F
306,RUS,Marina Melnikova,29,148,18,1989,,173,R,F
310,RUS,Ksenia Lykina,27,146,20,1990,,165,R,F
313,UZB,Nigina Abduraimova,23,143,13,1994,,182,R,F
314,SRB,Nina Stojanovic,21,143,20,1996,,176,R,F
320,CHN,Yuxuan Zhang,23,138,16,1994,,179,R,F
323,SUI,Amra Sadikovic,28,137,23,1989,,186,R,F
325,SRB,Jelena Jankovic,33,134,10,1985,,177,R,F
326,CAN,Aleksandra Wozniak,30,134,16,1987,,175,R,F
332,AUS,Kimberly Birrell,19,128,25,1998,,170,R,F
334,PAR,Montserrat Gonzalez,23,127,23,1994,,170,R,F
338,RUS,Alla Kudryavtseva,30,125,20,1987,,178,R,F
339,FRA,Manon Arcangioli,23,125,31,1994,,162,R,F
344,USA,Allie Kiick,22,122,18,1995,,170,R,F
348,AUS,Tammi Patterson,28,120,18,1990,,167,R,F
350,ESP,Estrella Cabeza Candela,31,119,14,1987,,173,R,F
353,RUS,Alisa Kleybanova,28,118,8,1989,,181,R,F
358,SVK,Rebecca Sramkova,21,114,9,1996,,179,R,F
359,RUS,Alexandra Panova,29,114,12,1989,,179,R,F
367,SVK,Tereza Mihalikova,19,112,27,1998,,179,R,F
368,KAZ,Yaroslava Shvedova,30,111,7,1987,,180,R,F
369,ITA,Gaia Sanesi,26,111,22,1992,,170,L,F
370,GER,Anna-Lena Friedsam,24,110,8,1994,,174,R,F
371,HUN,Panna Udvardy,19,110,25,1998,,170,R,F
374,TUR,Pemra Ozgen,31,107,23,1986,,170,R,F
379,POL,Katarzyna Piter,27,104,25,1991,,173,R,F
382,USA,Jessica Pegula,24,102,14,1994,,170,R,F
399,SWE,Cornelia Lister,23,96,18,1994,,183,R,F
403,ARG,Nadia Podoroska,21,94,11,1997,,170,R,F
404,UZB,Akgul Amanmuradova,33,94,17,1984,,190,R,F
408,JPN,Misa Eguchi,25,92,19,1992,,173,R,F
416,BEL,An-Sophie Mestach,24,88,19,1994,,170,R,F
421,GBR,Samantha Murray,30,86,17,1987,,178,R,F
423,POR,Michelle Larcher De Brito,25,85,12,1993,,165,R,F
430,ESP,Rebeka Masarova,18,82,13,1999,,186,R,F
437,GER,Annika Beck,24,79,11,1994,,170,R,F
449,USA,Serena Williams,36,75,9,1981,,175,R,F
465,GBR,Tara Moore,25,71,26,1992,,163,R,F
469,JPN,Rika Fujiwara,36,71,14,1981,,155,R,F
477,RUS,Elena Bovina,35,69,8,1983,,189,R,F
491,CZE,Andrea Sestini Hlavackova,31,66,2,1986,,174,R,F
497,GBR,Eden Silva,22,65,19,1996,,175,R,F
498,AUS,Jessica Moore,27,65,13,1990,,167,R,F