ResearchMethods/wk9/Tennis players 2017-09.csv

1	SEX	Firstname	SURNAME	HANDED	Country	DOB	RANK	HEIGHT	Weight	Rank Height	Rank Weight		Rank	HEIGHT	Weight	Rank Height	Rank Weight
2	MALE	Rafael	Nadal	LEFT	ESP	1986	1	185	85	65	108.5	119	188	188	88	84	118.5
3	MALE	Roger	Federer	RIGHT	SUI	1981	2	185	85	65	108.5	78	137	183	77	43.5	48
4	MALE	Andy	Murray	RIGHT	GBR	1987	3	191	84	100	101	63	114	183	73	43.5	20.5
5	MALE	Alexander	Zverev	RIGHT	Germany	1997	4	198	86	124.5	114	94	160	173	75	4.5	31.5
6	MALE	Marin	Cilic	RIGHT	Croatia	1988	5	198	89	124.5	121.5	123	192	191	88	100	118.5
7	MALE	Novak	Djokovic	RIGHT	SRB	1987	6	188	77	84	48	25	31	180	70	26	12.5
8	MALE	Dominic	Thiem	RIGHT	Austria	1993	7	185	82	65	86	126	195	191	85	100	108.5
9	MALE	Stan	Wawrinka	RIGHT	SUI	1985	8	183	81	43.5	78	42	75	185	82	65	86
10	MALE	Grigor	Dimitrov	RIGHT	Bulgaria	1991	9	191	80	100	71.5	98	164	175	70	8.5	12.5
11	MALE	PABLO	CARRENO BUSTA	RIGHT	Spain	1991	10	188	78	84	57.5	3	2	185	85	65	108.5
12	MALE	MILOS	RAONIC	RIGHT	Montenegro	1990	11	196	98	117.5	128	57	101	196	76	117.5	39.5
13	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)
14	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
15	MALE	KEI	NISHIKORI	RIGHT	Japan	1989	14	178	75	16	31.5	68	122	178	82	16	86
16	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
17	MALE	Sam	Querrey	RIGHT	USA	1987	16	198	95	124.5	126	11	10	188	78	84	57.5		Pearson mid 20		0.54133968
18	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
19	MALE	Jack	Sock	RIGHT	USA	1992	21	191	84	100	101	58	102	183	81	43.5	78		Pearson top 50		0.800721985
20	MALE	Lucas	Pouille	RIGHT	France	1994	22	185	81	65	78	2	1	185	85	65	108.5		Pearson bottom 50		0.842371563
21	MALE	Gilles	Muller	LEFT	Luxembourg	1983	23	193	89	110.5	121.5	97	163	180	77	26	48
22	MALE	Juan Martin	Del Potro	RIGHT	Argentina	1988	24	198	97	124.5	127
23	MALE	Diego	Schwartzman	RIGHT	Argentina	1992	28	170	64	2	1.5								Pearson random 20	0.831566616	0.565642697
24	MALE	Richard	Gasquet	RIGHT	France	1986	30	185	75	65	31.5
25	MALE	Adrian	Manna	LEFT	France	1988	31	180	70	26	12.5
26	MALE	Karen	Khachanov	RIGHT	Russia	1996	32	198	88	124.5	118.5
27	MALE	Pablo	Cuevas	RIGHT	Uruguay	1986	33	180	80	26	71.5
28	MALE	Phillip	Kohlschreiber	RIGHT	Germany	1983	34	178	70	16	12.5
29	MALE	Feliciano	Lopez		Spain	1981	35	185	73	65	20.5								Spearman full data	0.741242739	0.739245502
30	MALE	Donald	Young	LEFT	USA	1989	60	183	79	43.5	64.5
31	MALE	Daniil	Medvedev	RIGHT	RUS	1996	61	198	81	124.5	78								Spearman top 20	0.881498714	0.803454379
32	MALE	Yen-Hsun	Lu	RIGHT	TPE	1983	62	180	74	26	25								Spearman mid 20		0.365649619
33	MALE	Nikoloz	Basilashvili	RIGHT	GEO	1992	63	185	79	65	64.5								Spearman bottom 20	0.808981268	0.881719253
34	MALE	Horacio	Zeballos	LEFT	ERG	1985	64	188	83	84	94.5								Spearman top 50		0.789789626
35	MALE	Federico	Delbonis	LEFT	ERG	1990	65	191	88	100	118.5								Spearman bottom 50		0.813547803
36	MALE	Pierre-Hugues	Herbert	RIGHT	FRA	1991	66	188	79	84	64.5
37	MALE	Jordan	Thompson	RIGHT	AUS	1994	70	183	73	43.5	20.5
38	MALE	Frances	Tiafoe	RIGHT	USA	1998	71	188	77	84	48								Spearman random 20	0.799774641	0.587138974
39	MALE	Thomas	Fabbiano	RIGHT	ITA	1989	72	173	69	4.5	8.5
40	MALE	Guido	Pella	LEFT	ARG	1990	73	185	83	65	94.5
41	MALE	Rogerio	Dutra Silva	RIGHT	Bra	1984	74	178	73	16	20.5
42	MALE	Malek	Jaziri	RIGHT	TUN	1984	75	185	82	65	86
43	MALE	Thomaz	Bellucci	LEFT	BRA	1987	76	188	82	84	86
44	MALE	Steve	Darcis	RIGHT	BEL	1984	77	178	77	16	48
45	MALE	Mikhail	Kukushkin	RIGHT	KAZ	1987	78	183	72	43.5	16.5
46	MALE	Victor	Estrella Burgos	RIGHT	DOM	1980	79	170	77	2	48
47	MALE	Jeremy	Chardy	RIGHT	France	1987	84	188	75	84	31.5
48	MALE	Norbert	Gombos	RIGHT	Slovakia	1990	85	196	85	117.5	108.5
49	MALE	Andrey	Kuznetsov	RIGHT	Russia	1991	88	185	71	65	15
50	MALE	Evgeny	Donskoy	RIGHT	Russia	1990	89	185	74	65	25
51	MALE	Nicolas	Kicker	RIGHT	ARG	1992	91	178	75	16	31.5
52	MALE	Ruben	Bemelmans	LEFT	BEL	1988	92	183	75	43.5	31.5
53	MALE	Alessandro	Giannessi	LEFT	ITA	1990	93	185	82	65	86
54	MALE	Taylor	Fritz	RIGHT	USA	1997	94	193	84	110.5	101
55	MALE	Peter	Gojowczyk	RIGHT	Germany	1989	97	188	83	84	94.5
56	MALE	Blaz	Kavcic	RIGHT	Slovenia	1987	100	188	78	84	57.5
57	MALE	Alexander	Bublik	RIGHT	KAZ	1997	101	196	76	117.5	39.5
58	MALE	Carlos	Berlocq	RIGHT	Argentina	1983	102	183	81	43.5	78
59	MALE	Sergiy	Stakhovsky	RIGHT	Ukraine	1986	103	193	80	110.5	71.5
60	MALE	Guillermo	Garcia-Lopez	RIGHT	Spain	1983	104	185	80	65	71.5
61	MALE	Radu	Albot	RIGHT	MDA	1989	110	175	69	8.5	8.5
62	MALE	Facundo	Bagnis	LEFT	ARG	1990	112	183	82	43.5	86
63	MALE	Mikhail	Youzhny	RIGHT	RUS	1982	114	183	73	43.5	20.5
64	MALE	Thiago	Monteiro	LEFT	BRA	1994	116	183	78	43.5	57.5
65	MALE	Nicolas	Jarry	RIGHT	CHI	1995	118	198	87	124.5	116
66	MALE	Stefanos	Tsitsipas	RIGHT	GRE	1998	120	193	83	110.5	94.5
67	MALE	Maximilian	Marterer	LEFT	GER	1995	121	191	84	100	101
68	MALE	marcos	Baghdatis	RIGHT	CYP	1985	122	178	82	16	86
69	MALE	Yoshihito	Nishioka	LEFT	JPN	1995	123	170	64	2	1.5
70	MALE	Bjorn	Fratangelo	RIGHT	USA	1993	124	183	79	43.5	64.5
71	MALE	Adrian	Menendez-Maceiras	LEFT	Spain	1985	130	183	74	43.5	25
72	MALE	Santiago	Giraldo	RIGHT	Columbia	1987	131	188	75	84	31.5
73	MALE	Nicolas	Almagro	RIGHT	Spain	1985	132	183	86	43.5	114
74	MALE	Gerald	Melzer	LEFT	Austria	1990	133	188	80	84	71.5
75	MALE	Marcel	Granollers	RIGHT	Spain	1986	134	191	77	100	48
76	MALE	Oscar	Otte	RIGHT	Germany	1993	135	196	77	117.5	48
77	MALE	Yannick	Hanfmann	RIGHT	Germany	1991	136	193	84	110.5	101
78	MALE	Casper	Ruud	RIGHT	Norway	1998	137	183	77	43.5	48
79	MALE	Sebastian	Ofner	RIGHT	Austria	1996	138	191	81	100	78
80	MALE	Go	Soeda	RIGHT	Japan	1984	140	178	73	16	20.5
81	MALE	Matteo	Berrettini	RIGHT	ITA	1996	141	193	85	110.5	108.5
82	MALE	Michael	Mmoh	RIGHT	USA	1998	142	185	85	65	108.5
83	MALE	Martin	Klizan	LEFT	SVK	1989	143	191	80	100	71.5
84	MALE	Stefan	Kozlov	LEFT	USA	1998	144	183	79	43.5	64.5
85	MALE	Adam	Pavlasek	RIGHT	CZE	1994	145	185	76	65	39.5
86	MALE	Nikola	Milojevic	RIGHT	Serbia	1995	151	188	76	84	39.5
87	MALE	Tatsuma	Ito	RIGHT	Japan	1988	152	180	76	26	39.5
88	MALE	Mathias	Bourgue	RIGHT	France	1994	154	188	83	84	94.5
89	MALE	Yuki	Bhambri	RIGHT	India	1992	155	183	77	43.5	48
90	MALE	Guido	Andreozzi	RIGHT	Argentina	1991	156	183	77	43.5	48
91	MALE	Luca	Vanni	RIGHT	Italy	1985	157	198	94	124.5	125
92	MALE	Darian	King	RIGHT	BAR	1992	158	188	77	84	48
93	MALE	Tommy	Paul	RIGHT	USA	1997	159	185	78	65	57.5
94	MALE	Vincent	Millot	LEFT	France	1986	160	173	75	4.5	31.5
95	MALE	Kenny	De Schepper	LEFT	France	1987	161	203	104	129.5	131
96	MALE	Felix	Auger-Aliassime		Canada	2000	162	191	82	100	86
97	MALE	Akira	Santillan	RIGHT	Australia	1997	163	180	77	26	48
98	MALE	Ricardos	Berankis	RIGHT	Lithuania	1990	164	175	70	8.5	12.5
99	MALE	Cameron	Norrie	LEFT	GBR		165	188	80	84	71.5
100	MALE	Denis	Kudla	RIGHT	USA		166	180	75	26	31.5
101	MALE	Konstantin	Kravchuk	RIGHT	Russia	1985	167	191	80	100	71.5
102	MALE	Stefano	Napolitano	RIGHT	Italy	1995	168	196	90	117.5	123
103	MALE	Jozef	Kovalik	RIGHT	Slovakia	1992	169	183	82	43.5	86
104	MALE	Andrej	Martin	RIGHT	Slovakia	1989	170	180	72	26	16.5
105	MALE	Attila	Balazs	RIGHT	Hungary	1988	171	180	78	26	57.5
106	MALE	James	Duckworth	RIGHT	Australia	1992	172	183	82	43.5	86
107	MALE	Sam	Groth	RIGHT	Australia	1987	173	193	100	110.5	129.5
108	MALE	Aldin	Setkic	RIGHT	BIH	1987	174	191	86	100	114
109	MALE	Yannick	Maden	RIGHT	Germany	1989	175	185	68	65	5
110	MALE	Reilly	Opelka	RIGHT	USA	1997	177	211	100	131	129.5
111	MALE	Ricardo	Ojeda Lara	RIGHT	Spain	1993	178	180	76	26	39.5
112	MALE	Uladzimir	Ignatik	RIGHT	Belarus	1990	179	183	82	43.5	86
113	MALE	Calvin	Hemery	RIGHT	France	1995	180	188	85	84	108.5
114	MALE	Mitchell	Krueger	RIGHT	USA	1994	182	188	82	84	86
115	MALE	Alex	de Minaur	RIGHT	Australia	1999	183	180	69	26	8.5
116	MALE	Gleb	Sakharov	RIGHT	France	1988	184	185	78	65	57.5
117	MALE	Tim	Smyczek	RIGHT	USA	1987	185	175	73	8.5	20.5
118	MALE	Alexey	Vatutin	RIGHT	Russia	1992	186	178	69	16	8.5
119	MALE	Mirza	Basic	RIGHT	BIH	1991	188	188	88	84	118.5
120	MALE	Duckhee	Lee	RIGHT	Korea	1998	189	175	75	8.5	31.5
121	MALE	John	Millman	RIGHT	Australia	1989	190	183	79	43.5	64.5
122	MALE	Benjamin	Bonzi	RIGHT	France	1996	191	185	75	65	31.5
123	MALE	Jurgen	Zopp	RIGHT	Estonia	1988	192	191	88	100	118.5
124	MALE	Noah	Rubin	RIGHT	USA	1996	193	175	68	8.5	5
125	MALE	John-Patrick	Smith	LEFT	Australia	1989	194	188	84	84	101
126	MALE	Dmitry	Popko	RIGHT	KAZ	1996	195	191	85	100	108.5
127	MALE	Mackenzie	McDonald	RIGHT	USA	1995	196	178	66	16	3
128	MALE	Simone	Bolelli	RIGHT	Italy	1985	197	183	83	43.5	94.5
129	MALE	Lukas	Rosol	Right	CZE	1985	198	196	84	117.5	101
130	MALE	Carlos	Taberner	Right	Spain	1997	199	183	78	43.5	57.5
131	MALE	Elias	Ymer		Sweden	1996	200	183	78	43.5	57.5
132	MALE	SIDHARTH	RAWAT	RIGHT	India	1993	501	175	70	8.5	12.5