The Professional Golfers Association (PGA) maintains data on performance and earnings for memors of the PGA Tour. Based on total earnings in PGA Tour events the top 125players are exempt for the following season. Making the top 125 money list is important because a player who is exempt has qualified to be a full-time member of the PGA Tour for the tollowing season Scoring average is generally considered the most important statistic terms of icons on the PGA Tour, To investigate the relationship between scoring rape and variables such as driving distance, driving accuracy.greens in regulation, and saves, and werage putts des round year-end performance data for the 125 players who had the highest total camings in PGA Tour events for 2008 are contained in the framed PGA Tour (PGA Tour website. 2009. Each row of the data set corresponds to a PGA Tour player, and the data have been sorted based upon total earnings Descriptions for the variables in the data set follow Money Total earnings in PGA Tour events Scoring Average The average number of strokes per completed round Drist is the average number of yards per moured drive. Ces the PGA Iordist driving distance is measured on two holes per round. Care taken to select two Driving holes which face in opposite directions to counteract the effect of ward Drives Distance are measured to the point at which they come to rest regardless of whether they are in the fairway or not Dhe The percentage of times tee shot comes to rest in the fairway Trece Drive De curacy is measured on every hole excluding as Accuracy The percentage of time ayer was able to the engine Beach Rank DrDist 2978 295.7 29:46 296 300.9 2933 296,3 2969 2814 291.7 280.4 2786 2848 292.1 286.1 264.7 291 2913 2916 286 290.9 288.6 289.0 2917 291 Decem 59.45 33.27 59.39 61.99 5834 58.15 59 37 55 27 67.72 6564 69.37 59.64 62.40 58.18 61.38 672 61.93 Sand Saves 45.11 625 57.02 50 50.15 54.61 58.05 51.13 35.17 46:49 50.68 57.24 62.09 5017 GIR 68:15 65.81 6706 67.47 65.78 646 60.67 66.94 65.61 70.4 66.78 61 39 6162 61 89 65.48 63.45 682 6.3.07 6133 63.54 Money Scoring Player (5) Average 1 Vijay Singh 6,601,094 70.27 2 Phil Mickelson 5.188.875 70.28 3 Sergio Garcia 4,858,224 70.6 4 Kenny Perry 4,663,794 7021 5 Anthony Kim 4,656,265 70.22 6 Camilo Villegas 4.422.641 70.6 7 Padraig Harrington 4,313,551 70.7 8 Stewart Cink 3.979301 70.65 9 Justin Leonard 3,943,542 70:41 10 Robert Allenby 3.606,700 70.66 11 Jam Furyk 3.455,714 70.56 12 Ryuji Imada 3.029,365 71.13 13 Mike Wear 3,020,135 70.68 14 Geoff Ogilvy 2.880,000 71.38 1 Ch 2,6834 7101 16 Ben Curtis 2.615,798 70.90 17 Kevin Sutherland 2.581.311 70.22 18 Trevor Immeln 2.566,199 71.85 19 Emel 2,537,290 71.44 20 Cal Petersson 2,512.538 70.84 21 Stuart Appleby 2.484630 70.86 22 Steve Stricker 2.433,304 70.83 23 Chad Campbell 2.404.770 7037 24 Hoo Weekly 2.398,751 7112 25 D.J. Trum 2.304,368 10.89 26 Stephen Ames 2,285,707 70.67 27 Ken Dok 22:35 70.61 21 Dudley Hart 2,218,317 70.54 29 Hunter Malu 2.208.555 70.78 30 Brian Cay 2205 513 70,11 31 B Holmes 2.166.131 71.39 52 Woody Austin 2.146.431 71.1 33 Steve Marino 70.29 34 Sean Or 2,089.857 71.25 35 Andres Rama 2.064.612 31.8 36 Briny Blind 2.039.00 70.44 37 Jeff Quinny 1.999,378 35 Am See 1.07.160 71.45 39 Mathew Gogin 1.969,062 40 Nicholas Thampuan 1,869,129 T3 119,95 PPR 29.47 28.74 29.61 29.25 28.85 28.97 28.01 29.16 28.85 30.07 29.13 28.43 28.63 28.86 29.27 28.92 3116 5703 54.6 42.99 5437 59.13 563 5234 Scramblin Hounce Back 58.92 17.31 6042 26.21 57.59 21 05 57.57 20.37 59.32 21.78 33.52 22.58 61.02 23:49 356 23:25 60.07 16.8 55.26 19.11 60.32 18.75 60.07 62.27 19.05 59.91 16.13 57.24 16.58 592 1733 0043 2014 52.88 17.17 56.61 1453 50 16.93 60.24 1589 61.83 1.3.78 51.68 14.80 57.08 16,33 55.69 13.55 58.72 20.61 37.50 18.15 61.12 226 53.55 17.41 603 20 $5.00 19.59 55.18 1991 $8.78 20:35 $5.79 15.70 57.75 16 56.88 59.87 5819 56.25 65.68 64.75 6531 62.72 63.81 6840 6787 66.25 6508 66 6611 69.61 63.71 629 29.68 29.28 28.8 2355 28.76 29.5 30.19 29.52 28.99 21.79 2840 275.5 2009 2703 3101 30.10 42.45 50.76 50.00 63.71 45.97 56,71 50.69 0.75 61.18 6602 1174 524 06.19 65.84 60.44 30.14 29.25 298 29.55 2001 90,64 1504 56.25 48.41 37.47 3333 38.79 70 6151 43 67.58 66.00 6.98 5666 6491 663 305 2725 09.1 2959 SIL10 28.49 29.5 23.19 20.73 29.33 53 06 1919 30 1694 70.7 70.76 70.87 7123 71.39 7121 70.86 71.49 716 71.51 71.06 71.26 70.44 7105 71.07 71.27 71.96 7041 7009 21.17 70.38 71 84 70.93 70.48 7115 2103 710 2942 284 2811 279.5 288 3013 2903 277 2732 2942 275.1 282.7 284.6 192 315.1 250.8 287 42 Pat Perez 1.756,038 13 Billy Mayfair 1,750,683 44 Tim Clark 1.722,030 45 Bart Bryant 1,719,153 16 Rod Pampling 1.702,952 47 Davis Love III 1.695217 48 Aaron Baddeley 1665587 19 Jerry Kelly 1.652.400 50 Pal Goydon 1610.737 51 Daniel Chopra 1.630,690 52 Zach Johnson 1.615,123 33 Fredrik Jacobson 1.597423 54 Mark Wilson 1,578,333 55 Rory Sabbatini 1.559,277 56 Bubba Watson 1,533,523 57 Brandt Sneeker 1,531,42 58 Steve Lowery 1.524.275 59 Charlie W 1,515.395 60 Tomy Armour III 1.501 256 61 Heath Slocum 1491.916 62 Ben Crane 1,488.505 63 La Poulter 1.488214 64 Peter Lanard 1.162.894 65 Ryan Palmer 1,453.183 66 Charles Howell 1.449232 67 Matt Kuchar 1.417,638 68 Cher Revie 1.444.102 69 Retief one 1031.965 70 Johnson Wagner 1.431.001 71 Rocco Mediate 1.420,874 72 Nick Hem 1,370,771 73 George McNeill 1.361.550 74 Scott Verplank 1.359.620 75 Kevin Strom 1.352.705 76 Dean Wils 1.350,000 77 Tom Pernice. Je 75 Me Tume 1.329.920 79 Cameleckan 1.312.837 SO John Merrick 1.312.005 S1 Price McLachlin 131139 Steekington 1,291,114 33 Jols Seo.de 1.260,083 84 Steve Flesch 1.265,059 15 Ryan Moore 1.214,900 36 Troy Mattson 1,213.018 AT Greg 1.204.559 63.27 72.16 61.95 73.87 65.65 3822 59.45 6621 70.85 52.76 73.73 59.95 70.73 61.90 55.16 60 51 $9.92 67.33 63.35 73.95 67.64 $9.29 65.91 62.94 56.78 65.53 72-56 56.79 61.02 61.56 7227 59 42 73.57 6221 617 2574 287.7 2799 2878 2836 2516 2942 2916 66.91 558 29.38 56.3 16.00 6512 34.6 29.84 60.07 19.27 63.61 54.35 28.97 58.32 18.25 6088 4831 29.47 59.18 183 6361 53.46 1931 $6.11 21.65 6174 50 29.5 35.56 18 02.02 52 28.38 58.52 20.2 63.36 48.68 29.39 57.76 15.23 62.96 19.66 20.24 $8.08 13.75 59.22 61.64 28.06 5724 17.69 67.59 45.28 57.14 17.6 61.82 57.04 28.79 57.86 17.15 66.93 60.14 29.08 60.13 21 66.08 186 29,64 56.25 18.83 67.6 10.99 30.05 5469 19.73 63.36 19.67 29.11 37.22 21.03 $9.38 4533 28.86 5564 16.48 66.44 52.52 29.23 63.14 17.65 66.51 16.88 29.49 55.91 16.38 6677 $30 1962 58.04 17.87 65.76 $2.04 28.85 61.31 18.55 39.75 $8.06 36334 15.72 61.9 29.38 57.00 15.25 66.75 45.71 2892 $5.7 20.69 66.78 528 29.83 56.43 19.79 63.39 52.76 25.96 61.73 1872 66.61 58.91 1781 5939 4712 289 55.00 1693 616 2.76 29.06 37.14 15.12 0256 $325 29.11 56.80 19.49 6835 51.69 28.91 01.01 17.13 68.44 51.33 29.83 53.72 13.99 65.00 3. 29.11 57.75 16.03 67.44 29.24 $8.77 17.88 65.61 403 29.16 11 641 45.06 23.72 019 19:30 6315 28.66 59.71 6523 5246 29-03 1961 3823 29.90 54.49 5105 59.61 11.08 67 43.44 29 $7.92 9.08 48.94 30.14 1460 21.01 64.62 1905 3934 6173 4161 2018 39,00 21. 6733 50 3003 30 . 20 2 23 2786 7165 71.61 20.80 70.94 70.84 70.63 700 10:51 2749 295 2786 193.8 2762 280.6 185.1 281.9 71.09 70.97 71.07 70269 65.31 67.64 6523 $8.50 30.0 2562 282 28.1 21.0 293.7 60.00 M 75 21 68,71 69.39 66.72 6144 61.. 62.43 7247 62.26 62.4 67.8 6731 65.2 67.94 87 Greg Krail 1.204,559 88 John Millinger 1.201.433 89 Tim Wilkinson 1.167,607 90 Michael Tetris 1,166,977 91 TimHemen 1.164.999 92 Paul Cancy 1,156,414 93 Brian Davis 1.151.558 94 Cliff Kresge 1,068 207 95 Vaughn Taylor 1,053423 96 Kevin Na 1,041,059 97 Jonathan Byrd 1,039,384 98 Joc Ogilvic 1.035,831 99 John Rollins 1,016,032 100 Bal Haas 1.000,939 101 Lucas Giover 998.491 102 Michael Allen 981.263 103 Tim Petrovic 958573 104 Scott McCarron 952,070 105 Fred Couples 949.281 106 Charley Hoffman 945,702 107. Henry 931.162 108 Corey Pavin 924283 109 Nathan Green 912.567 110 Will Macken 911.194 111 Bo Van Pelt 903.967 112 Erie Axley 899.215 113 Alex Cejka 393.998 114 Jeff Overton 890.489 115 Richard S. Johnson 854.367 116 rent Quigley 78,216 117 Nick Wate 878.173 113 Angel Cabera 36162 119 Brad Adamo 362,413 120 Martin Land 121 Snellertech 841245 12 Bob Faha 123 Patrick Shech 124 Joe Durant SO 568 125 Charles Wan 273.6 279 279.8 291.1 293 2992 2777 280,9 285 2800 2853 287.7 2889 296.7 298.4 286.8 284 2831 2996 3003 59.95 71.56 71.02 71.02 71.01 70.66 71.75 70.73 7154 70.84 70.81 71.36 70.92 71.54 70.66 70.95 71.07 71.33 71.22 7122 71.16 71.07 70.67 9133 71.63 70.96 7131 71.69 71.29 71.13 71.25 61.54 69.45 66.53 692 $7.09 6315 65.6 59.49 60.82 65.39 63.29 62.25 65,71 65.23 65 65.48 63.57 63.01 64.12 63.18 68.07 6538 66.67 63.17 6181 65.46 66 69.19 $7.95 59.82 64.7 673 61.16 63.12 6114 05.12 64.53 68.23 02.64 6586 37.89 28,61 3835 23.98 51.06 28.14 $8.51 17.24 52.29 19.14 60.33 16.06 48.25 29.17 56.94 19.3 5102 28.7 62.03 22.06 38.81 30.44 52.02 20.22 5723 29.01 61.39 21.33 48 29.59 53.97 16.79 $4.01 28.92 57.5 19:44 57.54 28.62 61.79 17.71 18.41 28.85 38.13 18.22 55.28 28.73 58..19 21.65 472 29.24 59.39 17.87 19.71 29.37 55.31 15.61 46.81 29.46 56.44 21.25 51.67 29.03 56.78 21.07 51.27 28.84 58.81 19.5 16:51 29.22 58.65 20.74 29.45 3818 15.82 47.17 19.40 $7.42 19.42 30.22 $5.50 18.73 6311 27.92 6143 15.15 53.26 28.34 60.12 20.21 3353 29.56 56.09 13.85 52.67 56.30 19.73 48.24 28.40 $9.84 13.86 29.09 5568 20 39.73 29.24 56.15 2163 5125 19.76 57.23 15.2 50.36 29.24 5723 18.78 4211 57.19 18.84 -022 29.75 53.05 21:34 50.00 29.59 $6.08 19.08 46.73 5641 19.93 49.36 29.71 61.35 20 2951 S.OR 18.99 2. 59 86 17.39 36.3 30. $1.04 37.41 191 30:42 16.4 293 59.5 2614 283.7 286 292 2877 2827 1976 62.06 56.39 68.4 54.31 61.18 61,76 61.21 5111 $8.1 71.94 7103 7081 2875 1029 3002 2899 296.6 2743 2526 2841 2865 3011 29,95 SO50807 70.36 T06 70.93 7054 66.48 66.4 73.05 65.42 61.00 68 69 648 72.00 06.65