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
159,ITA,Lorenzo Sonego,22,352,23,1995,73,,R,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
205,POR,Joao Domingues,24,279,20,1993,70,,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
264,RUS,Ivan Nedelko,31,196,36,1986,,,,M
265,ESP,Javier Marti,26,193,24,1992,,,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
276,URU,Martin Cuevas,26,187,26,1992,,,,M
277,JPN,Yusuke Takahashi,20,185,24,1997,68,170,R,M
278,ESP,Sergio Gutierrez-Ferrol,29,185,24,1989,,,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
296,JPN,Kaichi Uchida,23,167,35,1994,,,,M
297,POR,Frederico Ferreira Silva,23,166,20,1995,,,L,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
307,AUS,Dayne Kelly,27,160,23,1990,,,,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
319,ESP,Roberto Ortega-Olmedo,26,150,30,1991,,,,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
340,BRA,Daniel Dutra da Silva,29,137,23,1988,76,,L,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
343,AUS,Maverick Banes,26,136,23,1992,,,,M
344,ARG,Juan Ignacio Galarza,24,135,22,1994,81,183,R,M
345,SVK,Filip Horansky,25,135,23,1993,,,R,M
346,FRA,Yannick Jankovits,31,135,24,1987,72,,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
351,AUT,Maximilian Neuchrist,26,131,24,1991,,,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
355,RSA,Nicolaas Scholtz,27,126,20,1991,,,R,M
356,JPN,Hiroyasu Ehara,26,126,21,1991,,,,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
369,FRA,Antoine Escoffier,26,120,28,1992,,,,M
370,RUS,Evgeny Tyurnev,21,119,21,1997,,,R,M
371,ECU,Gonzalo Escobar,29,119,21,1989,,,L,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
375,KOR,Cheong-Eui Kim,28,113,23,1990,,,,M
376,FRA,Axel Michon,27,111,15,1990,,,,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
380,UZB,Sanjar Fayziev,23,109,18,1994,73,0,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
388,ESP,Gerard Granollers,29,104,20,1989,,,,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
393,ESP,Alejandro Davidovich Fokina,18,102,16,1999,,,,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
400,ESP,Jordi Samper-Montana,28,101,30,1990,,,R,M
401,CHI,Marcelo Tomas Barrios Vera,20,100,15,1997,83,,R,M
402,ESP,Oriol Roca Batalla,24,100,18,1993,,,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
410,ITA,Gianluca Mager,23,96,23,1994,,,,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
417,FRA,Samuel Bensoussan,26,92,34,1991,,,,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
426,GBR,Edward Corrie,30,89,17,1988,,,,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
429,ITA,Adelchi Virgili,28,88,19,1990,,,,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
432,ITA,Riccardo Bellotti,26,87,17,1991,,,R,M
433,THA,Wishaya Trongcharoenchaikul,23,87,20,1995,,,R,M
434,AUS,Harry Bourchier,22,87,27,1996,76,185,R,M
435,ESP,David Perez Sanz,23,87,27,1994,,,,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
448,BEL,Maxime Authom,31,82,17,1987,0,0,R,M
449,ITA,Alessandro Petrone,27,82,25,1990,,,,M
450,NOR,Viktor Durasovic,21,82,29,1997,,,,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
455,USA,Dennis Nevolo,28,80,15,1989,,,R,M
456,FRA,Maxime Chazal,24,80,26,1993,71,175,R,M
457,GER,Sebastian Fanselow,26,79,17,1991,,,,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
463,UKR,Vladyslav Manafov,24,78,29,1993,,,,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
475,GBR,Tom Farquharson,26,75,13,1992,,,,M
476,FRA,Laurent Lokoli,23,75,17,1994,,,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
489,JPN,Kento Takeuchi,30,70,24,1987,,,,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
92,USA,Bernarda Pera,23,714,23,1994,,,,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
99,RUS,Ekaterina Alexandrova,23,649,23,1994,,,,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
114,USA,Kristie Ahn,25,581,26,1992,,,,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
128,RUS,Sofya Zhuk,18,502,19,1999,,,,F
129,CHN,Lin Zhu,24,502,22,1994,,173,R,F
130,SLO,Dalila Jakupovic,27,498,31,1991,,,,F
131,AUS,Arina Rodionova,28,490,31,1989,,168,R,F
132,ESP,Sara Sorribes Tormo,21,485,26,1996,,176,R,F
133,BEL,Ysaline Bonaventure,23,475,27,1994,,,,F
134,GBR,Naomi Broady,28,474,29,1990,,189,R,F
135,SUI,Jil Teichmann,20,452,28,1997,,,,F
136,CAN,Carol Zhao,22,451,30,1995,,,,F
137,JPN,Miyu Kato,23,448,26,1994,,156,R,F
138,USA,Amanda Anisimova,16,436,14,2001,,18,R,F
139,CHN,Saisai Zheng,24,433,13,1994,,170,R,F
140,POL,Magdalena Frech,20,421,25,1997,,,,F
141,CZE,Barbora Krejcikova,22,414,20,1995,,178,R,F
142,GER,Tamara Korpatsch,22,414,27,1995,,170,R,F
143,SLO,Tamara Zidansek,20,413,20,1997,,,,F
144,RUS,Vera Zvonareva,33,412,16,1984,,172,R,F
145,ITA,Jasmine Paolini,22,408,30,1996,,,,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
150,UKR,Anhelina Kalinina,21,398,20,1997,,,,F
151,ROU,Irina Bara,23,396,30,1995,,,,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
156,UKR,Marta Kostyuk,15,381,9,2002,,,,F
157,ITA,Francesca Schiavone,37,381,15,1980,,166,R,F
158,CZE,Tereza Martincova,23,375,29,1994,,179,R,F
159,AUS,Lizette Cabrera,20,374,32,1997,,,,F
160,GER,Sabine Lisicki,28,372,11,1989,,178,R,F
161,UKR,Dayana Yastremska,17,371,17,2000,,,,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
169,KOR,Su Jeong Jang,23,359,26,1995,,,,F
170,ROU,Alexandra Cadantu,27,359,25,1990,,170,R,F
171,GRE,Valentini Grammatikopoulou,21,358,28,1997,,,,F
172,ITA,Deborah Chiesa,21,357,30,1996,,,,F
173,CHN,Xinyun Han,27,352,28,1990,,172,L,F
174,RUS,Vitalia Diatchenko,27,352,18,1990,,180,R,F
175,CHI,Daniela Seguel,25,351,24,1992,,,,F
176,CHN,Fangzhou Liu,22,343,25,1995,,,,F
177,GBR,Gabriella Taylor,20,341,20,1998,,,,F
178,CHN,Jing-Jing Lu,28,332,25,1989,,,,F
179,ROU,Alexandra Dulgheru,28,331,22,1989,,172,R,F
180,JPN,Eri Hozumi,24,329,31,1994,,168,R,F
181,USA,Claire Liu,17,327,20,2000,,,,F
182,LIE,Kathinka Von Deichmann,23,327,32,1994,,,,F
183,USA,Kayla Day,18,322,24,1999,,173,L,F
184,UZB,Sabina Sharipova,23,317,24,1994,,,,F
185,SUI,Conny Perrin,27,310,29,1990,,174,R,F
186,RUS,Valentyna Ivakhnenko,24,308,24,1993,,,,F
187,AUS,Priscilla Hon,19,299,27,1998,,,,F
188,BUL,Elitsa Kostova,28,297,34,1990,,,,F
189,AUT,Barbara Haas,22,293,23,1996,,165,R,F
190,TUR,Basak Eraydin,23,293,24,1994,,,,F
191,FRA,Myrtille Georges,27,292,25,1990,,174,R,F
192,RUS,Veronika Kudermetova,20,290,26,1997,,,,F
193,RUS,Polina Monova,25,287,25,1993,,,,F
194,IND,Ankita Raina,25,286,25,1993,,,,F
195,JPN,Miharu Imanishi,25,282,31,1992,,,,F
196,GBR,Katie Boulter,21,277,23,1996,,,,F
197,CAN,Bianca Andreescu,17,276,20,2000,,,,F
198,CZE,Karolina Muchova,21,276,17,1996,,,,F
199,MEX,Renata Zarazua,20,275,26,1997,,,,F
200,AUT,Julia Grabher,21,275,27,1996,,170,R,F
201,USA,Bethanie Mattek-Sands,33,273,7,1985,,168,R,F
202,ITA,Martina Trevisan,24,271,18,1993,,,,F
203,ROU,Jaqueline Cristian,19,269,24,1998,,,,F
204,FRA,Amandine Hesse,25,267,22,1993,,164,R,F
205,JPN,Junri Namigata,35,267,27,1982,,,,F
206,NOR,Ulrikke Eikeri,25,264,30,1992,,,,F
207,ITA,Georgia Brescia,22,263,23,1996,,,,F
208,NED,Bibiane Schoofs,29,263,29,1988,,,,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
212,AUS,Destanee Aiava,17,259,16,2000,,,,F
213,RUS,Irina Khromacheva,22,259,25,1995,,170,L,F
214,ITA,Jessica Pieri,20,257,25,1997,,,,F
215,RUS,Elena Rybakina,18,255,9,1999,,,,F
216,HUN,Fanny Stollar,19,253,27,1998,,,,F
217,TUR,Ipek Soylu,21,252,24,1996,,174,R,F
218,UKR,Olga Ianchuk,23,252,25,1995,,,,F
219,USA,Grace Min,23,251,21,1994,,163,R,F
220,ROU,Elena-Gabriela Ruse,20,250,22,1997,,,,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
224,CHN,Xinyu Gao,20,243,21,1997,,,,F
225,GBR,Harriet Dart,21,243,27,1996,,,,F
226,TUR,Ayla Aksu,21,243,24,1996,,170,R,F
227,USA,Victoria Duval,22,242,19,1995,,178,R,F
228,GBR,Katy Dunne,23,242,28,1995,,,,F
229,SVK,Michaela Honcova,25,242,29,1992,,,,F
230,CZE,Tereza Smitkova,23,241,25,1994,,176,R,F
231,SVK,Chantal Skamlova,24,241,25,1993,,169,R,F
232,THA,Peangtarn Plipuech,25,241,21,1992,,,,F
233,USA,Chiara Scholl,25,237,23,1992,,,,F
234,CHN,Jia-Jing Lu,28,236,26,1989,,,,F
235,USA,Francesca Di Lorenzo,20,236,21,1997,,,,F
236,BUL,Sesil Karatantcheva,28,235,21,1989,,171,R,F
237,JPN,Ayano Shimizu,20,233,32,1998,,,,F
238,USA,Jacqueline Cako,26,232,29,1991,,,,F
239,FRA,Jessika Ponchet,21,231,27,1996,,,,F
240,ISR,Deniz Khazaniuk,23,231,24,1994,,,,F
241,USA,Danielle Lao,26,229,22,1991,,,,F
242,RUS,Elizaveta Kulichkova,22,229,12,1996,,1795,R,F
243,USA,Usue Maitane Arconada,19,222,31,1998,,,,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
248,VEN,Andrea Gamiz,25,218,28,1992,,,,F
249,SRB,Dejana Radanovic,21,216,25,1996,,,,F
250,USA,Julia Boserup,26,215,23,1991,,181,R,F
251,RUS,Victoria Kamenskaya,26,212,20,1991,,,,F
252,AUS,Ellen Perez,22,212,19,1995,,169,L,F
253,SRB,Olga Danilovic,17,211,12,2001,,,,F
254,AUS,Isabelle Wallace,21,210,27,1996,,,,F
255,USA,Asia Muhammad,27,208,24,1991,,178,R,F
256,FRA,Sherazad Reix,29,208,27,1989,,,,F
257,NZL,Marina Erakovic,30,206,14,1988,,174,R,F
258,CZE,Lucie Hradecka,32,205,11,1985,,177,R,F
259,ESP,Olga Saez Larra,23,205,29,1994,,,,F
260,USA,Emina Bektas,25,204,24,1993,,,,F
261,AUS,Zoe Hives,21,204,16,1996,,,,F
262,ITA,Giulia Gatto-Monticone,30,203,27,1987,,,,F
263,NOR,Melanie Stokke,21,202,23,1996,,,,F
264,FRA,Fiona Ferro,21,201,21,1997,,170,R,F
265,USA,Maria Sanchez,28,201,23,1989,,178,R,F
266,UKR,Ganna Poznikhirenko,24,201,20,1994,,,,F
267,JPN,Risa Ozaki,24,197,35,1994,,163,R,F
268,IND,Karman Thandi,19,197,24,1998,,,,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
272,ITA,Cristiana Ferrando,22,190,25,1995,,,,F
273,UKR,Katarina Zavatska,18,190,17,2000,,,,F
274,RUS,Valeria Savinykh,27,187,27,1991,,167,R,F
275,FRA,Chloe Paquet,23,185,26,1994,,,,F
276,FRA,Alizé Lim,27,184,24,1990,,173,R,F
277,GER,Katharina Hobgarski,20,184,22,1997,,,,F
278,CHN,Fang Ying Xun,23,183,25,1995,,,,F
279,MEX,Ana Sofia Sánchez,24,183,23,1994,,,,F
280,SVK,Kristina Kucova,27,182,16,1990,,163,R,F
281,LAT,Diana Marcinkevica,25,182,28,1992,,,,F
282,SRB,Jovana Jaksic,24,181,24,1993,,180,R,F
283,KOR,Na-Lae Han,25,177,19,1992,,,,F
284,RSA,Chanel Simmonds,25,177,21,1992,,,,F
285,USA,Ashley Kratzer,19,175,22,1999,,,,F
286,SRB,Ivana Jorovic,20,172,20,1997,,174,R,F
287,CAN,Katherine Sebov,19,168,20,1999,,,,F
288,MEX,Victoria Rodriguez,22,166,25,1995,,,,F
289,USA,Sophie Chang,20,165,22,1997,,,,F
290,ITA,Camilla Rosatello,22,164,21,1995,,,,F
291,HUN,Greta Arn,39,163,10,1979,,180,R,F
292,TPE,Kai-Chen Chang,27,162,21,1991,,167,R,F
293,ITA,Anastasia Grymalska,27,159,30,1990,,,,F
294,FRA,Audrey Albie,23,158,19,1994,,,,F
295,NED,Quirine Lemoine,26,156,14,1991,,,,F
296,GBR,Katie Swan,19,155,20,1999,,,,F
297,ARG,Catalina Pella,25,155,24,1993,,,,F
298,JPN,Erika Sema,29,154,29,1988,,,,F
299,LUX,Mandy Minella,32,153,13,1985,,180,R,F
300,ISR,Julia Glushko,28,153,24,1990,,171,R,F
301,JPN,Haruka Kaji,23,153,20,1994,,,,F
302,FRA,Tessah Andrianjafitrimo,19,152,22,1998,,169,R,F
303,JPN,Mari Osaka,22,152,19,1996,,,,F
304,CZE,Anastasia Zarycka,20,151,18,1998,,,,F
305,CZE,Jesika Maleckova,23,149,25,1994,,,,F
306,RUS,Marina Melnikova,29,148,18,1989,,173,R,F
307,BEL,Kimberley Zimmermann,22,148,28,1995,,,,F
308,MKD,Lina Gjorcheska,23,147,9,1994,,,,F
309,CHN,Hanyu Guo,19,147,18,1998,,,,F
310,RUS,Ksenia Lykina,27,146,20,1990,,165,R,F
311,RUS,Olga Doroshina,23,146,14,1994,,,,F
312,ITA,Stefania Rubini,25,145,26,1992,,,,F
313,UZB,Nigina Abduraimova,23,143,13,1994,,182,R,F
314,SRB,Nina Stojanovic,21,143,20,1996,,176,R,F
315,JPN,Miyabi Inoue,26,143,22,1991,,,,F
316,GEO,Ekaterine Gorgodze,26,142,23,1991,,,,F
317,CZE,Petra Krejsova,27,141,22,1990,,,,F
318,CRO,Tena Lukas,22,140,23,1995,,,,F
319,FRA,Sara Cakarevic,21,139,23,1997,,,,F
320,CHN,Yuxuan Zhang,23,138,16,1994,,179,R,F
321,ITA,Martina Di Giuseppe,27,138,25,1991,,,,F
322,RUS,Marta Paigina,19,138,15,1999,,,,F
323,SUI,Amra Sadikovic,28,137,23,1989,,186,R,F
324,HKG,Ling Zhang,28,137,23,1989,,,,F
325,SRB,Jelena Jankovic,33,134,10,1985,,177,R,F
326,CAN,Aleksandra Wozniak,30,134,16,1987,,175,R,F
327,CHN,Kai-Lin Zhang,28,134,18,1990,,,,F
328,JPN,Shuko Aoyama,30,132,18,1987,,,,F
329,ROU,Nicoleta Dascalu,22,132,21,1995,,,,F
330,GER,Sarah-Rebecca Sekulic,25,129,22,1992,,,,F
331,JPN,Riko Sawayanagi,23,128,24,1994,,,,F
332,AUS,Kimberly Birrell,19,128,25,1998,,170,R,F
333,HUN,Agnes Bukta,24,128,24,1993,,,,F
334,PAR,Montserrat Gonzalez,23,127,23,1994,,170,R,F
335,JPN,Hiroko Kuwata,27,127,32,1990,,,,F
336,JPN,Mai Minokoshi,25,127,31,1992,,,,F
337,USA,Robin Anderson,25,126,17,1993,,,,F
338,RUS,Alla Kudryavtseva,30,125,20,1987,,178,R,F
339,FRA,Manon Arcangioli,23,125,31,1994,,162,R,F
340,RUS,Anna Morgina,26,125,22,1991,,,,F
341,GEO,Sofia Shapatava,29,125,27,1989,,,,F
342,RUS,Amina Anshba,18,123,20,1999,,,,F
343,ROU,Cristina Dinu,25,123,23,1993,,,,F
344,USA,Allie Kiick,22,122,18,1995,,170,R,F
345,COL,Emiliana Arango,17,121,12,2000,,,,F
346,GER,Vivian Heisen,24,121,14,1993,,,,F
347,JPN,Momoko Kobori,19,121,19,1998,,,,F
348,AUS,Tammi Patterson,28,120,18,1990,,167,R,F
349,BEL,Marie Benoit,23,120,24,1995,,,,F
350,ESP,Estrella Cabeza Candela,31,119,14,1987,,173,R,F
351,AUS,Naiktha Bains,20,118,25,1997,,,,F
352,USA,Katerina Stewart,20,118,13,1997,,,,F
353,RUS,Alisa Kleybanova,28,118,8,1989,,181,R,F
354,FRA,Harmony Tan,20,117,27,1997,,,,F
355,GRE,Despina Papamichail,25,117,23,1993,,,,F
356,UKR,Valeriya Strakhova,22,116,26,1995,,,,F
357,CHI,Fernanda Brito,26,116,18,1992,,,,F
358,SVK,Rebecca Sramkova,21,114,9,1996,,179,R,F
359,RUS,Alexandra Panova,29,114,12,1989,,179,R,F
360,ITA,Martina Caregaro,25,114,27,1992,,,,F
361,BUL,Isabella Shinikova,26,113,32,1991,,,,F
362,THA,Varatchaya Wongteanchai,28,113,15,1989,,,,F
363,PNG,Abigail Tere-Apisah,25,113,12,1992,,,,F
364,CAN,Gabriela Dabrowski,26,112,15,1992,,,,F
365,CHN,Xiaodi You,21,112,16,1996,,,,F
366,CZE,Miriam Kolodziejova,21,112,14,1997,,,,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
372,ITA,Federica Di Sarra,27,107,15,1990,,,,F
373,COL,Maria Herazo Gonzalez,21,107,14,1997,,,,F
374,TUR,Pemra Ozgen,31,107,23,1986,,170,R,F
375,MNE,Ana Veselinovic,30,107,24,1988,,,,F
376,RUS,Yana Sizikova,23,105,24,1994,,,,F
377,RUS,Anastasia Frolova,23,105,16,1994,,,,F
378,ROU,Andreea Rosca,19,105,15,1999,,,,F
379,POL,Katarzyna Piter,27,104,25,1991,,173,R,F
380,CZE,Monika Kilnarova,18,104,21,1999,,,,F
381,SLO,Nastja Kolar,23,104,22,1994,,,,F
382,USA,Jessica Pegula,24,102,14,1994,,170,R,F
383,ROU,Raluca Serban,20,102,18,1997,,,,F
384,USA,Jennifer Elie,31,100,23,1986,,,,F
385,ESP,Aliona Bolsova Zadoinov,20,100,10,1997,,,,F
386,CHN,Jiaqi Kang,20,99,23,1997,,,,F
387,JPN,Kyoka Okamura,22,99,26,1995,,,,F
388,JPN,Chihiro Muramatsu,19,99,24,1998,,,,F
389,AUS,Sara Tomic,20,98,15,1998,,,,F
390,CHN,Shilin Xu,20,98,20,1998,,,,F
391,GER,Katharina Gerlach,20,98,19,1998,,,,F
392,UKR,Anastasiya Vasylyeva,26,97,22,1992,,,,F
393,JPN,Shiho Akita,28,97,17,1990,,,,F
394,AUS,Olivia Tjandramulia,20,97,26,1997,,,,F
395,AUS,Astra Sharma,22,97,13,1995,,,,F
396,MEX,Marcela Zacarias,24,97,15,1994,,,,F
397,EGY,Sandra Samir,20,97,23,1997,,,,F
398,SRB,Natalija Kostic,23,97,24,1994,,,,F
399,SWE,Cornelia Lister,23,96,18,1994,,183,R,F
400,MEX,Giuliana Olmos,25,95,18,1993,,,,F
401,RUS,Polina Leykina,23,95,20,1994,,,,F
402,TPE,Chieh-Yu Hsu,26,95,27,1992,,,,F
403,ARG,Nadia Podoroska,21,94,11,1997,,170,R,F
404,UZB,Akgul Amanmuradova,33,94,17,1984,,190,R,F
405,CHI,Alexa Guarachi,27,93,19,1990,,,,F
406,CHN,Xuliu Sun,24,93,24,1994,,,,F
407,ESP,Yvonne Cavalle-Reimers,25,93,21,1992,,,,F
408,JPN,Misa Eguchi,25,92,19,1992,,173,R,F
409,NED,Cindy Burger,25,92,18,1992,,,,F
410,BIH,Dea Herdzelas,21,92,20,1996,,,,F
411,KAZ,Gozal Ainitdinova,19,91,19,1998,,,,F
412,USA,Maria Mateas,18,90,19,1999,,,,F
413,ROU,Ilona-Georgiana Ghioroaie,20,90,16,1998,,,,F
414,UKR,Maryna Chernyshova,18,90,18,1999,,,,F
415,CHN,Zhaoxuan Yang,23,89,9,1995,,,,F
416,BEL,An-Sophie Mestach,24,88,19,1994,,170,R,F
417,ISR,Vlada Ekshibarova,29,88,22,1989,,,,F
418,SVK,Vivien Juhaszova,24,87,21,1993,,,,F
419,MDA,Alexandra Perper,26,87,22,1991,,,,F
420,TPE,Ya-Hsuan Lee,22,86,12,1995,,,,F
421,GBR,Samantha Murray,30,86,17,1987,,178,R,F
422,FRA,Estelle Cascino,22,86,14,1996,,,,F
423,POR,Michelle Larcher De Brito,25,85,12,1993,,165,R,F
424,CHN,Yue Yuan,19,85,15,1998,,,,F
425,POL,Marta Lesniak,30,85,10,1988,,,,F
426,FRA,Elixane Lechemia,26,84,26,1991,,,,F
427,RUS,Anastasia Gasanova,18,83,18,1999,,,,F
428,BUL,Aleksandrina Naydenova,26,82,16,1992,,,,F
429,USA,Sabrina Santamaria,25,82,22,1993,,,,F
430,ESP,Rebeka Masarova,18,82,13,1999,,186,R,F
431,ITA,Alice Matteucci,22,82,18,1995,,,,F
432,ROU,Patricia Maria Tig,23,81,10,1994,,,,F
433,BEL,Tamaryn Hendler,25,81,9,1992,,,,F
434,USA,Quinn Gleason,23,80,15,1994,,,,F
435,SUI,Lisa Sabino,31,80,19,1986,,,,F
436,SLO,Nina Potocnik,21,80,19,1997,,,,F
437,GER,Annika Beck,24,79,11,1994,,170,R,F
438,JPN,Yuuki Tanaka,28,79,23,1990,,,,F
439,SVK,Lenka Jurikova,27,79,11,1990,,,,F
440,ITA,Lucrezia Stefanini,19,79,20,1998,,,,F
441,BRA,Gabriela Ce,25,79,21,1993,,,,F
442,GER,Lisa Matviyenko,20,79,21,1997,,,,F
443,ESP,Irene Burillo Escorihuela,20,79,23,1997,,,,F
444,TPE,Pei-Chi Lee,23,78,18,1994,,,,F
445,ESP,Nuria Parrizas Diaz,26,78,18,1991,,,,F
446,AUS,Seone Mendez,18,78,21,1999,,,,F
447,BEL,Helene Scholsen,22,77,22,1996,,,,F
448,USA,Ann Li,17,76,12,2000,,,,F
449,USA,Serena Williams,36,75,9,1981,,175,R,F
450,LUX,Eleonora Molinaro,17,75,11,2000,,,,F
451,SUI,Leonie Kung,17,75,16,2000,,,,F
452,HUN,Anna Bondar,20,75,16,1997,,,,F
453,AUS,Alexandra Bozovic,19,75,13,1999,,,,F
454,FRA,Priscilla Heise,27,75,18,1990,,,,F
455,GER,Laura Schaeder,24,75,22,1993,,,,F
456,GBR,Maia Lumsden,20,74,17,1998,,,,F
457,FRA,Marine Partaud,23,74,18,1994,,,,F
458,USA,Ashley Lahey,18,73,6,1999,,,,F
459,USA,Hanna Chang,20,73,19,1998,,,,F
460,ROU,Oana Georgeta Simion,22,73,17,1996,,,,F
461,BRA,Nathaly Kurata,25,73,19,1993,,,,F
462,USA,Sanaz Marand,29,72,15,1988,,,,F
463,ITA,Martina Colmegna,21,72,17,1996,,,,F
464,RUS,Anastasia Pribylova,22,72,20,1996,,,,F
465,GBR,Tara Moore,25,71,26,1992,,163,R,F
466,KOR,Sunam Jeong,21,71,10,1996,,,,F
467,IND,Pranjala Yadlapalli,19,71,20,1999,,,,F
468,FRA,Clothilde De Bernardi,23,71,13,1994,,,,F
469,JPN,Rika Fujiwara,36,71,14,1981,,155,R,F
470,ROU,Miriam Bulgaru,19,71,16,1998,,,,F
471,CHN,Ao Gai,23,70,17,1995,,,,F
472,JPN,Nagi Hanatani,23,70,19,1995,,,,F
473,KOR,Na-Ri Kim,28,69,12,1990,,,,F
474,USA,Julia Elbaba,23,69,25,1994,,,,F
475,BRA,Laura Pigossi,23,69,20,1994,,,,F
476,RUS,Natela Dzalamidze,25,69,6,1993,,,,F
477,RUS,Elena Bovina,35,69,8,1983,,189,R,F
478,ROU,Laura Ioana Andrei,29,69,21,1988,,,,F
479,SUI,Simona Waltert,17,68,8,2000,,,,F
480,TUR,Berfu Cengiz,18,68,16,1999,,,,F
481,SUI,Tess Sugnaux,23,68,21,1995,,,,F
482,THA,Bunyawi Thamchaiwat,19,68,14,1998,,,,F
483,ROU,Irina Fetecau,21,68,15,1996,,,,F
484,ESP,Guiomar Maristany Zuleta De Reales,19,68,18,1999,,,,F
485,ROU,Georgia Craciun,18,67,12,1999,,,,F
486,AUS,Alison Bai,28,67,20,1990,,,,F
487,ESP,Marina Bassols Ribera,18,67,16,1999,,,,F
488,GER,Julia Wachaczyk,24,67,21,1994,,,,F
489,USA,Whitney Osuigwe,15,66,7,2002,,,,F
490,RUS,Anastasiya Komardina,20,66,16,1997,,,,F
491,CZE,Andrea Sestini Hlavackova,31,66,2,1986,,174,R,F
492,CHN,Qiu Yu Ye,20,66,16,1997,,,,F
493,USA,Naomi Cheong,15,66,6,2002,,,,F
494,BEL,Magali Kempen,20,66,12,1997,,,,F
495,SUI,Karin Kennel,22,66,20,1995,,,,F
496,CHN,Xiyu Wang,17,65,8,2001,,,,F
497,GBR,Eden Silva,22,65,19,1996,,175,R,F
498,AUS,Jessica Moore,27,65,13,1990,,167,R,F
499,BLR,Lidziya Marozava,25,65,5,1992,,,,F
500,RUS,Ekaterina Kazionova,19,65,15,1999,,,,F