From 10b9b6372bc21af59f589522f9f1383ca61f69d9 Mon Sep 17 00:00:00 2001
From: Antimatter7 <38742937+Antimatter7@users.noreply.github.com>
Date: Tue, 1 May 2018 15:54:04 +1000
Subject: [PATCH] Week 9 files

Contains the data we worked for week 9 tute.
---
 wk9/Tennis players 2017-09.csv | 136 +++++++++++++++++++++++++++++++++
 1 file changed, 136 insertions(+)
 create mode 100644 wk9/Tennis players 2017-09.csv

diff --git a/wk9/Tennis players 2017-09.csv b/wk9/Tennis players 2017-09.csv
new file mode 100644
index 0000000..1745b18
--- /dev/null
+++ b/wk9/Tennis players 2017-09.csv	
@@ -0,0 +1,136 @@
+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,,,,,,,,