Several rating metrics were developed to help create a better overall measurement of an umpire’s pitch calling ability, including: Error Rating (ERR), Adjusted Error Rating (ERR+), Error Rate Differential by Zone (ERDZ), Error Rate Differential by Zone 100 (ERDZ 100), and Home Plate Umpire Pitches Called in Error Rating (HARPER). For a more detailed explanation of these metrics please visit the ‘Notes’ section.

This model was created to evaluate and rate each MLB umpire on their pitch calling accuracy by determining the percentage of pitches above or below average they miscall by zone (based on pitchFX zones 1 through 14).

Choose Umpire: Adam Hamari Adrian Johnson Alan Porter Alfonso Marquez Andy Fletcher Angel Hernandez Anthony Johnson Ben May Bill Miller Bill Welke Bob Davidson Brian Gorman Brian Knight Brian O'Nora Bruce Dreckman Carlos Torres CB Bucknor Chad Fairchild Chad Whitson Chris Conroy Chris Guccione Chris Segal Clint Fagan Cory Blaser D.J. Reyburn Dale Scott Dan Bellino Dan Iassogna Dana DeMuth David Rackley Doug Eddings Ed Hickox Eric Cooper Fieldin Culbreth Gabe Morales Gary Cederstrom Gerry Davis Greg Gibson Hunter Wendelstedt James Hoye Jansen Visconti Jeff Kellogg Jeff Nelson Jeremie Rehak Jerry Layne Jerry Meals Jim Joyce Jim Reynolds Jim Wolf Joe West John Hirschbeck John Libka John Tumpane Jordan Baker Kerwin Danley Lance Barksdale Lance Barrett Larry Vanover Laz Diaz Manny Gonzalez Marcus Pattillo Mark Carlson Mark Ripperger Mark Wegner Marty Foster Marvin Hudson Mike DiMuro Mike Estabrook Mike Everitt Mike Muchlinski Mike Winters Nic Lentz Nick Mahrley Pat Hoberg Paul Emmel Paul Nauert Paul Schrieber Phil Cuzzi Quinn Wolcott Ramon De Jesus Rob Drake Roberto Ortiz Ron Kulpa Ryan Additon Ryan Blakney Sam Holbrook Scott Barry Sean Barber Shane Livensparger Stu Scheurwater Ted Barrett Tim Timmons Tim Welke Toby Basner Todd Tichenor Tom Hallion Tom Woodring Tony Randazzo Tripp Gibson III Vic Carapazza Will Little

Adam Hamari Adrian Johnson Alan Porter Alfonso Marquez Andy Fletcher Angel Hernandez Anthony Johnson Ben May Bill Miller Bill Welke Bob Davidson Brian Gorman Brian Knight Brian O'Nora Bruce Dreckman Carlos Torres CB Bucknor Chad Fairchild Chad Whitson Chris Conroy Chris Guccione Chris Segal Clint Fagan Cory Blaser D.J. Reyburn Dale Scott Dan Bellino Dan Iassogna Dana DeMuth David Rackley Doug Eddings Ed Hickox Eric Cooper Fieldin Culbreth Gabe Morales Gary Cederstrom Gerry Davis Greg Gibson Hunter Wendelstedt James Hoye Jansen Visconti Jeff Kellogg Jeff Nelson Jeremie Rehak Jerry Layne Jerry Meals Jim Joyce Jim Reynolds Jim Wolf Joe West John Hirschbeck John Libka John Tumpane Jordan Baker Kerwin Danley Lance Barksdale Lance Barrett Larry Vanover Laz Diaz Manny Gonzalez Marcus Pattillo Mark Carlson Mark Ripperger Mark Wegner Marty Foster Marvin Hudson Mike DiMuro Mike Estabrook Mike Everitt Mike Muchlinski Mike Winters Nic Lentz Nick Mahrley Pat Hoberg Paul Emmel Paul Nauert Paul Schrieber Phil Cuzzi Quinn Wolcott Ramon De Jesus Rob Drake Roberto Ortiz Ron Kulpa Ryan Additon Ryan Blakney Sam Holbrook Scott Barry Sean Barber Shane Livensparger Stu Scheurwater Ted Barrett Tim Timmons Tim Welke Toby Basner Todd Tichenor Tom Hallion Tom Woodring Tony Randazzo Tripp Gibson III Vic Carapazza Will Little

12.4% 75.56 87.99 P ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 100.03 112.89 H ERR+ ERDZ 100 HARPER SCORE RATING 12.6% 96.05 108.65 H ERR+ ERDZ 100 HARPER SCORE RATING 12.1% 106.70 118.84 H ERR+ ERDZ 100 HARPER SCORE RATING 13.2% 111.32 124.57 H ERR+ ERDZ 100 HARPER SCORE RATING 13.8% 96.92 110.73 P ERR+ ERDZ 100 HARPER SCORE RATING 16.9% 203.67 220.57 - ERR+ ERDZ 100 HARPER SCORE RATING 12.0% 77.44 89.46 P ERR+ ERDZ 100 HARPER SCORE RATING 14.1% 82.63 96.78 XP ERR+ ERDZ 100 HARPER SCORE RATING 12.4% 105.14 117.54 H ERR+ ERDZ 100 HARPER SCORE RATING 14.5% 114.01 128.52 N ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 87.50 100.40 P ERR+ ERDZ 100 HARPER SCORE RATING 13.7% 102.31 115.98 H ERR+ ERDZ 100 HARPER SCORE RATING 13.1% 97.15 110.28 P ERR+ ERDZ 100 HARPER SCORE RATING 13.3% 104.59 117.90 N ERR+ ERDZ 100 HARPER SCORE RATING 11.4% 88.83 100.22 H ERR+ ERDZ 100 HARPER SCORE RATING 12.6% 96.89 109.51 P ERR+ ERDZ 100 HARPER SCORE RATING 12.2% 87.38 99.60 N ERR+ ERDZ 100 HARPER SCORE RATING 12.6% 89.26 101.84 - ERR+ ERDZ 100 HARPER SCORE RATING 11.6% 94.50 106.09 N ERR+ ERDZ 100 HARPER SCORE RATING 11.9% 104.12 115.98 H ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 87.23 100.15 P ERR+ ERDZ 100 HARPER SCORE RATING 12.5% 103.58 116.09 H ERR+ ERDZ 100 HARPER SCORE RATING 12.3% 97.52 109.87 P ERR+ ERDZ 100 HARPER SCORE RATING 12.5% 99.82 112.30 N ERR+ ERDZ 100 HARPER SCORE RATING 13.6% 129.50 143.14 H ERR+ ERDZ 100 HARPER SCORE RATING 12.4% 91.43 103.80 P ERR+ ERDZ 100 HARPER SCORE RATING 14.5% 117.99 132.51 N ERR+ ERDZ 100 HARPER SCORE RATING 12.1% 114.33 126.40 H ERR+ ERDZ 100 HARPER SCORE RATING 13.0% 105.06 118.06 H ERR+ ERDZ 100 HARPER SCORE RATING 13.7% 80.53 94.23 XP ERR+ ERDZ 100 HARPER SCORE RATING 13.6% 119.40 133.04 N ERR+ ERDZ 100 HARPER SCORE RATING 11.8% 69.53 81.29 P ERR+ ERDZ 100 HARPER SCORE RATING 13.1% 106.37 119.42 H ERR+ ERDZ 100 HARPER SCORE RATING 11.9% 87.59 99.50 N ERR+ ERDZ 100 HARPER SCORE RATING 12.6% 103.72 116.34 N ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 109.11 121.97 H ERR+ ERDZ 100 HARPER SCORE RATING 12.0% 105.78 117.81 H ERR+ ERDZ 100 HARPER SCORE RATING 13.2% 98.08 111.30 P ERR+ ERDZ 100 HARPER SCORE RATING 12.3% 103.42 115.73 H ERR+ ERDZ 100 HARPER SCORE RATING 11.5% 74.80 86.32 H ERR+ ERDZ 100 HARPER SCORE RATING 13.0% 109.94 122.93 H ERR+ ERDZ 100 HARPER SCORE RATING 13.4% 98.06 111.46 N ERR+ ERDZ 100 HARPER SCORE RATING 12.3% 67.38 79.70 XP ERR+ ERDZ 100 HARPER SCORE RATING 14.0% 117.64 131.63 H ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 114.28 127.14 H ERR+ ERDZ 100 HARPER SCORE RATING 12.8% 108.49 121.26 N ERR+ ERDZ 100 HARPER SCORE RATING 12.5% 92.51 105.06 N ERR+ ERDZ 100 HARPER SCORE RATING 13.0% 88.17 101.16 N ERR+ ERDZ 100 HARPER SCORE RATING 14.1% 126.34 140.44 H ERR+ ERDZ 100 HARPER SCORE RATING 15.3% 122.37 137.63 P ERR+ ERDZ 100 HARPER SCORE RATING 9.7% 54.64 64.31 N ERR+ ERDZ 100 HARPER SCORE RATING 11.9% 86.02 97.95 H ERR+ ERDZ 100 HARPER SCORE RATING 12.8% 94.87 107.68 H ERR+ ERDZ 100 HARPER SCORE RATING 13.6% 111.03 124.67 H ERR+ ERDZ 100 HARPER SCORE RATING 11.2% 84.30 95.53 H ERR+ ERDZ 100 HARPER SCORE RATING 14.3% 97.94 112.28 P ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 125.29 138.23 H ERR+ ERDZ 100 HARPER SCORE RATING 12.8% 109.55 122.30 H ERR+ ERDZ 100 HARPER SCORE RATING 12.1% 89.21 101.30 H ERR+ ERDZ 100 HARPER SCORE RATING 14.7% 151.92 166.59 - ERR+ ERDZ 100 HARPER SCORE RATING 12.7% 102.24 114.90 H ERR+ ERDZ 100 HARPER SCORE RATING 12.4% 79.87 92.26 P ERR+ ERDZ 100 HARPER SCORE RATING 11.4% 98.95 110.33 XH ERR+ ERDZ 100 HARPER SCORE RATING 13.9% 103.92 117.82 P ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 108.77 121.67 N ERR+ ERDZ 100 HARPER SCORE RATING 13.6% 105.85 119.50 P ERR+ ERDZ 100 HARPER SCORE RATING 14.4% 100.37 114.80 P ERR+ ERDZ 100 HARPER SCORE RATING 12.4% 84.42 96.83 P ERR+ ERDZ 100 HARPER SCORE RATING 13.0% 96.37 109.40 P ERR+ ERDZ 100 HARPER SCORE RATING 13.7% 116.17 129.82 H ERR+ ERDZ 100 HARPER SCORE RATING 12.3% 86.44 98.78 H ERR+ ERDZ 100 HARPER SCORE RATING 14.7% 81.09 95.77 XP ERR+ ERDZ 100 HARPER SCORE RATING 11.6% 86.98 98.61 H ERR+ ERDZ 100 HARPER SCORE RATING 13.0% 116.21 129.20 H ERR+ ERDZ 100 HARPER SCORE RATING 13.9% 124.45 138.32 H ERR+ ERDZ 100 HARPER SCORE RATING 13.2% 103.88 117.10 H ERR+ ERDZ 100 HARPER SCORE RATING 12.7% 81.28 93.96 P ERR+ ERDZ 100 HARPER SCORE RATING 12.7% 91.34 104.02 P ERR+ ERDZ 100 HARPER SCORE RATING 13.0% 108.87 121.87 N ERR+ ERDZ 100 HARPER SCORE RATING 14.8% 126.43 141.27 P ERR+ ERDZ 100 HARPER SCORE RATING 12.8% 94.26 107.09 N ERR+ ERDZ 100 HARPER SCORE RATING 13.9% 102.54 116.44 P ERR+ ERDZ 100 HARPER SCORE RATING 11.3% 69.78 81.05 N ERR+ ERDZ 100 HARPER SCORE RATING 11.9% 92.61 104.56 P ERR+ ERDZ 100 HARPER SCORE RATING 12.4% 98.17 110.60 H ERR+ ERDZ 100 HARPER SCORE RATING 12.6% 101.15 113.73 H ERR+ ERDZ 100 HARPER SCORE RATING 12.0% 96.96 108.99 H ERR+ ERDZ 100 HARPER SCORE RATING 11.3% 74.19 85.48 N ERR+ ERDZ 100 HARPER SCORE RATING 12.0% 91.15 103.12 H ERR+ ERDZ 100 HARPER SCORE RATING 14.3% 112.79 127.09 N ERR+ ERDZ 100 HARPER SCORE RATING 12.6% 99.96 112.57 H ERR+ ERDZ 100 HARPER SCORE RATING 15.7% 134.64 150.34 N ERR+ ERDZ 100 HARPER SCORE RATING 12.9% 96.51 109.41 P ERR+ ERDZ 100 HARPER SCORE RATING 12.1% 91.60 103.67 N ERR+ ERDZ 100 HARPER SCORE RATING 13.3% 127.09 140.36 H ERR+ ERDZ 100 HARPER SCORE RATING 10.6% 90.37 100.98 XH ERR+ ERDZ 100 HARPER SCORE RATING 12.8% 104.92 117.75 P ERR+ ERDZ 100 HARPER SCORE RATING 12.6% 85.10 97.70 P ERR+ ERDZ 100 HARPER SCORE RATING 13.0% 88.34 101.33 P ERR+ ERDZ 100 HARPER SCORE RATING 11.7% 67.30 79.03 P ERR+ ERDZ 100 HARPER SCORE RATING

5.4% 2.5% 9.9% 0.4% 0.0% 2.1% 8.2% 5.6% 8.7% 11.6% 17.1% 17.3% 14.1% 13.0% 8.2% 16.8% 2.1% 0.0% 4.5% 6.8% 6.3% 14.0% 13.9% 11.3% 18.6% 11.8% 13.6% 10.7% 20.1% 0.0% 0.0% 1.5% 8.0% 5.9% 8.8% 12.0% 12.0% 17.6% 11.9% 19.9% 9.3% 19.5% 0.6% 0.0% 3.7% 10.4% 7.0% 13.2% 10.7% 11.4% 16.7% 11.6% 13.2% 9.1% 17.0% 1.0% 0.2% 2.6% 14.7% 10.8% 12.5% 13.1% 12.8% 18.0% 14.0% 10.8% 8.0% 12.0% 0.6% 0.0% 3.0% 7.5% 6.8% 12.1% 15.1% 15.1% 20.5% 12.6% 20.0% 0.0% 33.3% 0.0% 0.0% 12.5% 33.3% 0.0% 66.7% 11.1% 0.0% 16.1% 8.1% 7.8% 5.9% 11.7% 0.8% 0.0% 2.7% 6.3% 5.4% 8.3% 11.9% 13.4% 17.4% 13.1% 7.1% 3.5% 9.4% 0.6% 0.0% 1.6% 5.6% 4.4% 10.0% 15.2% 16.1% 21.1% 15.1% 14.9% 10.1% 16.7% 0.6% 0.2% 3.2% 8.3% 9.2% 14.5% 12.4% 12.5% 18.2% 11.9% 14.0% 6.3% 18.7% 1.7% 0.4% 2.9% 9.3% 6.6% 15.3% 15.2% 15.8% 21.6% 13.8% 9.1% 6.0% 14.0% 0.9% 0.3% 1.6% 8.2% 5.3% 9.7% 14.7% 10.8% 20.8% 13.7% 10.2% 8.4% 13.3% 1.2% 0.0% 4.1% 10.4% 7.6% 14.1% 13.6% 14.2% 19.6% 13.0% 13.1% 5.8% 16.0% 1.2% 0.2% 2.0% 9.4% 5.5% 10.8% 11.6% 15.2% 18.5% 15.3% 13.6% 9.8% 17.3% 1.1% 0.0% 1.2% 11.3% 7.9% 11.2% 11.6% 16.0% 15.9% 14.8% 11.3% 7.5% 16.6% 1.2% 0.0% 2.3% 7.8% 6.5% 13.2% 10.4% 12.4% 14.5% 12.3% 18.6% 7.8% 8.4% 2.6% 0.0% 1.7% 9.0% 5.4% 13.1% 8.5% 19.5% 16.5% 13.0% 16.2% 8.9% 9.7% 1.4% 0.0% 1.6% 7.9% 5.3% 8.8% 9.8% 15.0% 15.5% 14.6% 11.0% 6.8% 11.5% 0.0% 0.0% 2.4% 10.4% 4.2% 14.2% 9.9% 15.2% 16.4% 13.2% 16.6% 9.6% 12.6% 0.6% 0.6% 1.8% 9.0% 7.7% 10.9% 10.6% 12.9% 17.4% 11.8% 13.2% 13.5% 24.1% 1.6% 0.2% 2.0% 5.9% 5.9% 11.9% 12.2% 13.1% 17.0% 11.0% 7.2% 5.6% 15.1% 0.0% 0.0% 3.7% 7.9% 7.1% 9.5% 12.8% 14.4% 16.6% 13.3% 12.7% 4.4% 20.2% 0.9% 0.0% 2.5% 12.3% 9.3% 16.0% 11.5% 11.8% 17.3% 11.8% 15.2% 9.7% 16.4% 0.7% 0.2% 2.9% 8.5% 5.3% 9.4% 11.2% 14.8% 17.2% 13.7% 16.2% 12.1% 17.0% 1.9% 0.4% 1.6% 6.3% 6.0% 9.2% 9.1% 15.5% 17.4% 14.7% 19.2% 11.4% 29.6% 2.3% 0.0% 5.6% 10.3% 7.0% 18.7% 11.0% 10.3% 17.5% 13.9% 13.0% 5.9% 15.2% 0.6% 0.2% 2.1% 8.5% 6.8% 9.5% 11.7% 14.3% 16.1% 14.9% 15.8% 9.2% 22.8% 1.1% 0.0% 3.9% 8.6% 6.4% 14.4% 16.0% 12.6% 23.6% 11.0% 9.7% 8.0% 33.3% 1.9% 0.3% 6.0% 9.8% 7.4% 16.0% 13.2% 7.7% 16.9% 11.7% 11.7% 11.6% 20.3% 0.2% 0.0% 2.6% 9.4% 8.2% 11.6% 14.5% 12.8% 18.0% 11.2% 5.1% 3.2% 10.1% 0.9% 0.2% 1.3% 6.8% 5.6% 6.8% 17.8% 14.4% 21.5% 14.4% 17.5% 13.8% 27.5% 1.3% 0.5% 3.9% 6.8% 5.4% 11.7% 12.2% 11.2% 20.9% 14.3% 8.7% 3.7% 9.5% 0.4% 0.0% 0.6% 6.9% 3.4% 7.4% 11.6% 13.1% 18.4% 13.0% 15.1% 12.0% 19.4% 0.9% 0.0% 3.8% 10.0% 6.4% 10.3% 12.0% 12.3% 19.0% 12.4% 11.7% 6.6% 12.7% 1.0% 0.2% 2.1% 8.1% 6.4% 11.0% 12.1% 13.4% 16.8% 13.2% 9.8% 7.6% 15.5% 1.5% 0.2% 2.6% 11.7% 11.3% 13.7% 13.4% 14.7% 18.0% 11.3% 15.8% 7.3% 19.1% 2.0% 0.0% 4.1% 10.6% 7.5% 16.9% 13.7% 10.0% 17.9% 11.4% 15.4% 9.1% 24.5% 1.3% 0.2% 2.3% 7.0% 6.3% 14.8% 12.7% 9.8% 19.7% 10.1% 9.5% 6.8% 16.2% 0.6% 0.2% 3.6% 6.5% 6.9% 13.5% 15.3% 14.1% 19.1% 13.3% 14.4% 9.9% 18.1% 1.4% 0.0% 2.0% 8.8% 6.8% 15.9% 12.9% 12.7% 17.2% 10.5% 7.7% 5.0% 10.2% 0.0% 0.0% 3.9% 3.7% 4.2% 16.1% 10.8% 9.4% 18.8% 11.0% 17.4% 9.7% 21.2% 1.4% 0.0% 2.7% 10.5% 7.6% 12.1% 11.4% 12.6% 18.2% 12.5% 10.6% 5.6% 16.3% 1.2% 0.0% 1.3% 11.3% 7.7% 10.3% 11.9% 18.7% 15.9% 14.5% 9.2% 1.8% 7.7% 1.1% 0.0% 0.0% 6.7% 3.8% 4.2% 8.7% 14.5% 18.9% 15.1% 17.0% 10.3% 21.9% 2.3% 0.0% 4.5% 10.3% 7.0% 12.0% 12.1% 14.9% 19.6% 12.9% 13.2% 12.0% 25.9% 0.8% 0.0% 4.0% 10.5% 7.5% 15.1% 13.4% 9.6% 18.0% 11.6% 16.5% 8.7% 20.7% 1.4% 0.0% 0.5% 11.0% 10.2% 13.2% 12.6% 11.9% 17.1% 11.9% 11.7% 7.3% 17.0% 0.8% 0.0% 2.0% 8.8% 6.4% 9.3% 13.8% 12.5% 17.8% 12.3% 11.0% 7.3% 13.0% 0.7% 0.0% 1.3% 8.2% 4.6% 9.7% 11.8% 14.9% 18.8% 14.2% 15.3% 14.1% 24.0% 0.4% 0.0% 2.2% 13.7% 9.0% 18.3% 12.8% 11.0% 19.8% 12.9% 17.0% 13.2% 22.2% 0.5% 0.0% 4.2% 11.7% 7.6% 10.1% 13.0% 12.7% 20.3% 17.2% 6.3% 3.8% 4.3% 1.8% 0.0% 1.5% 6.3% 3.2% 9.6% 9.1% 10.0% 14.6% 11.3% 10.8% 6.2% 15.5% 0.8% 0.0% 3.2% 6.4% 7.3% 10.0% 11.5% 11.4% 18.3% 11.8% 9.2% 5.4% 16.6% 0.7% 0.0% 3.6% 9.2% 6.9% 13.3% 14.3% 12.9% 18.5% 11.5% 12.4% 8.9% 17.7% 1.4% 0.2% 2.2% 12.5% 8.2% 13.1% 15.8% 14.6% 19.4% 12.2% 10.5% 8.7% 11.1% 0.2% 0.0% 6.0% 6.0% 5.9% 12.5% 12.2% 12.2% 16.4% 9.9% 11.6% 5.3% 12.8% 0.4% 0.0% 3.0% 7.6% 4.6% 13.1% 15.3% 17.7% 19.0% 14.6% 16.2% 15.0% 24.0% 3.5% 0.4% 4.8% 10.2% 8.7% 15.4% 12.7% 11.6% 19.9% 10.5% 19.0% 9.7% 22.4% 1.4% 0.2% 2.8% 8.5% 6.5% 11.2% 11.8% 11.5% 18.6% 13.6% 12.1% 9.4% 16.7% 0.4% 0.0% 1.5% 5.8% 4.9% 10.6% 11.0% 14.8% 17.4% 11.8% 18.8% 16.7% 33.3% 5.0% 0.0% 4.5% 7.4% 18.5% 23.1% 12.1% 9.9% 14.9% 14.9% 11.6% 8.4% 20.5% 0.6% 0.0% 4.2% 10.5% 6.6% 12.9% 13.4% 10.2% 20.2% 10.3% 10.7% 8.4% 9.6% 0.4% 0.0% 1.5% 6.5% 4.5% 7.6% 13.1% 14.2% 16.7% 13.9% 17.4% 9.0% 17.5% 1.7% 0.4% 3.7% 8.9% 6.4% 11.0% 9.8% 13.1% 15.5% 12.0% 10.8% 6.6% 15.2% 1.1% 0.0% 3.1% 12.4% 7.2% 13.3% 15.2% 13.6% 20.4% 12.1% 13.2% 12.3% 19.9% 0.6% 0.2% 2.0% 10.3% 7.3% 13.7% 12.9% 11.4% 20.0% 12.4% 14.4% 9.4% 25.6% 0.4% 0.0% 0.4% 7.7% 5.2% 12.1% 10.6% 11.9% 20.3% 15.0% 11.8% 7.5% 12.8% 1.2% 0.0% 4.3% 7.3% 6.7% 10.6% 12.8% 17.7% 19.8% 15.2% 7.8% 5.2% 14.5% 1.0% 0.0% 1.9% 6.3% 6.4% 11.1% 13.1% 13.4% 18.0% 12.8% 12.0% 7.1% 14.2% 2.4% 0.0% 1.9% 10.8% 6.7% 11.4% 12.8% 12.5% 18.1% 13.8% 19.1% 13.2% 15.8% 2.8% 0.4% 1.3% 11.0% 7.4% 13.5% 8.7% 16.2% 17.2% 17.1% 7.8% 9.1% 12.4% 0.9% 0.0% 1.1% 8.1% 6.1% 11.8% 11.3% 14.4% 17.7% 12.9% 6.3% 1.3% 11.7% 0.0% 0.0% 0.9% 3.3% 1.8% 12.0% 16.1% 18.1% 23.4% 12.2% 9.8% 9.0% 13.0% 0.4% 0.0% 0.9% 8.7% 8.5% 12.2% 11.2% 12.5% 16.0% 12.1% 16.7% 9.7% 19.9% 1.8% 0.3% 4.2% 11.0% 9.0% 14.7% 12.8% 14.4% 18.0% 11.5% 13.0% 12.4% 23.0% 1.3% 0.0% 6.0% 13.6% 11.7% 14.7% 13.9% 11.3% 18.1% 12.6% 13.2% 8.0% 18.1% 0.0% 0.0% 5.6% 6.3% 7.3% 14.7% 15.7% 14.8% 16.8% 9.5% 12.1% 5.5% 10.4% 1.0% 0.0% 1.4% 7.5% 3.8% 7.9% 10.4% 15.6% 17.7% 15.1% 11.0% 11.7% 18.4% 0.4% 0.0% 1.8% 8.1% 3.5% 7.7% 11.3% 12.9% 17.0% 14.9% 15.9% 8.9% 16.6% 0.8% 0.4% 3.2% 12.3% 8.2% 11.1% 13.6% 14.4% 18.7% 12.3% 15.3% 14.5% 18.3% 0.7% 0.0% 3.3% 15.3% 8.5% 16.0% 14.5% 14.2% 19.5% 13.4% 14.3% 10.1% 16.3% 2.2% 0.0% 4.2% 6.3% 4.0% 6.2% 11.8% 14.3% 17.2% 14.7% 14.3% 7.7% 20.3% 0.5% 0.0% 3.4% 6.4% 4.6% 12.0% 13.8% 11.6% 22.2% 13.0% 4.3% 1.1% 7.6% 3.0% 0.0% 2.5% 5.8% 7.4% 12.0% 12.8% 12.9% 17.7% 9.7% 14.9% 8.2% 14.4% 1.6% 0.0% 2.4% 7.4% 6.9% 10.6% 11.7% 13.6% 15.5% 12.5% 16.5% 6.5% 12.9% 1.1% 0.0% 2.3% 11.2% 6.7% 14.5% 11.4% 13.2% 17.3% 11.9% 15.3% 12.6% 19.1% 1.1% 0.0% 2.6% 7.2% 6.7% 9.4% 10.8% 13.9% 16.9% 12.9% 10.0% 11.6% 21.8% 0.7% 0.0% 1.9% 9.7% 5.5% 10.4% 12.6% 12.2% 17.2% 10.5% 15.5% 3.4% 6.5% 2.9% 0.0% 0.0% 12.0% 4.8% 5.5% 8.4% 11.5% 10.7% 17.3% 11.5% 7.4% 12.8% 1.5% 0.3% 3.1% 8.1% 7.1% 11.8% 11.3% 14.6% 16.8% 12.5% 12.7% 13.2% 21.8% 1.1% 0.0% 2.8% 9.3% 7.7% 10.1% 13.8% 13.5% 19.3% 14.7% 16.9% 6.3% 16.6% 0.6% 0.2% 1.8% 9.7% 7.3% 11.7% 13.2% 11.3% 18.3% 13.4% 13.8% 15.1% 26.4% 0.0% 1.0% 6.4% 11.5% 6.6% 15.2% 14.6% 15.6% 20.7% 14.1% 15.2% 9.8% 12.6% 0.0% 0.5% 3.0% 7.7% 7.0% 9.4% 12.4% 15.1% 17.0% 13.1% 7.0% 6.5% 16.0% 1.3% 0.2% 3.0% 9.1% 9.4% 11.0% 14.7% 12.3% 17.0% 11.8% 21.1% 13.3% 26.9% 1.9% 0.4% 5.0% 9.5% 6.3% 14.6% 11.7% 12.0% 20.0% 12.0% 12.7% 8.2% 19.5% 1.2% 0.0% 2.4% 9.3% 7.4% 12.6% 10.0% 8.2% 16.7% 9.5% 15.0% 9.7% 15.7% 1.1% 0.0% 2.9% 11.1% 9.3% 11.7% 13.2% 13.4% 18.4% 10.6% 11.3% 8.5% 11.7% 0.4% 0.0% 2.7% 6.6% 5.5% 7.7% 11.3% 15.4% 16.5% 14.8% 9.2% 7.2% 14.7% 0.0% 0.0% 1.5% 10.8% 4.8% 7.8% 13.1% 16.7% 14.6% 13.9% 5.9% 4.5% 9.6% 0.9% 0.0% 1.7% 4.9% 4.0% 6.7% 12.2% 14.3% 15.8% 14.2%

YEAR G AB K% HR% BB% R/G ERR TOTAL 127 9,459 22.3% 3.1% 7.0% 8.42 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 9,038 21.3% 3.1% 7.6% 9.58 12.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 115 8,754 21.0% 3.2% 8.3% 9.43 12.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 118 9,001 19.7% 3.1% 8.4% 9.05 12.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 118 9,040 20.2% 3.0% 8.1% 9.59 13.2% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 121 9,181 21.5% 3.1% 7.2% 8.86 13.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 1 077 28.6% 3.9% 14.3% 6.00 14.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 88 6,754 21.8% 3.1% 7.3% 8.59 12.2% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 126 9,474 22.2% 2.9% 6.9% 8.89 14.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 8,917 20.8% 2.8% 7.9% 9.20 12.4% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 59 4,577 19.9% 3.2% 6.9% 9.81 14.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 86 6,576 21.0% 2.7% 7.5% 8.78 13.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 101 7,762 21.3% 3.3% 7.8% 9.88 13.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 102 7,809 21.1% 3.0% 7.2% 8.81 13.2% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 86 6,479 21.2% 2.9% 8.0% 8.64 13.2% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 99 7,504 21.5% 3.3% 8.0% 9.06 11.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 111 8,155 21.2% 2.6% 7.2% 8.14 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 119 9,092 21.1% 3.0% 8.0% 8.62 12.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 77 5,780 22.1% 3.2% 7.9% 8.78 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 119 9,079 21.1% 2.9% 7.8% 8.54 11.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 118 9,070 21.0% 3.3% 7.6% 9.25 11.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 98 7,358 21.8% 2.8% 7.0% 8.56 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 75 5,705 20.8% 3.0% 8.2% 9.95 12.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 119 8,810 21.8% 2.9% 7.0% 7.96 12.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 114 8,725 21.9% 3.0% 7.9% 8.94 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 55 4,395 19.8% 3.0% 7.3% 10.38 13.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 8,763 22.0% 3.0% 7.8% 8.32 12.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 97 7,391 21.4% 2.8% 7.9% 8.88 14.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 76 5,789 20.7% 3.2% 7.5% 9.22 12.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 113 8,705 20.9% 3.1% 7.9% 9.21 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 8,855 21.9% 2.8% 6.4% 8.40 14.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 90 6,933 20.5% 3.0% 7.6% 8.82 13.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 110 8,253 22.5% 2.8% 7.3% 8.49 12.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 111 8,489 20.4% 2.9% 7.7% 8.60 13.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 124 9,315 22.0% 3.2% 7.2% 9.10 12.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 121 9,359 21.3% 2.8% 7.7% 9.07 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 8,864 21.2% 3.0% 8.1% 8.68 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 118 9,069 20.8% 3.1% 8.0% 8.59 12.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 115 8,578 22.9% 2.8% 8.2% 7.99 13.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 107 8,376 20.7% 2.8% 8.6% 9.66 12.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 27 2,134 20.5% 3.0% 8.2% 10.44 11.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 102 7,859 19.7% 3.3% 8.4% 9.13 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 122 9,281 20.9% 3.1% 7.7% 8.89 13.4% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 22 1,621 23.3% 2.7% 6.4% 7.64 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 97 7,274 21.0% 3.4% 7.2% 8.73 13.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 126 9,739 20.8% 2.8% 7.9% 9.00 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 49 3,647 21.7% 2.9% 7.8% 8.59 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 121 9,200 20.9% 2.9% 8.0% 8.87 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 118 8,987 21.0% 2.9% 7.4% 9.64 13.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 133 10,285 21.6% 3.1% 7.9% 9.34 13.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 54 4,125 21.3% 2.8% 7.6% 8.59 15.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 17 1,301 19.8% 2.4% 8.1% 8.35 10.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 122 9,175 21.0% 2.9% 8.2% 8.66 12.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 123 9,303 20.5% 3.0% 8.2% 8.89 12.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 109 8,325 20.5% 3.2% 7.4% 9.49 13.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 120 9,131 20.6% 3.1% 8.3% 8.85 11.4% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 118 8,867 21.5% 2.8% 7.1% 8.61 14.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 8,872 21.2% 3.0% 8.3% 8.88 12.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 121 9,353 20.5% 3.0% 7.7% 9.17 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 118 9,263 20.0% 3.3% 8.1% 10.41 12.2% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 5 378 23.8% 2.4% 7.9% 7.00 14.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 119 9,144 19.8% 2.9% 8.3% 9.22 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 116 8,827 22.1% 3.1% 6.7% 8.70 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 122 9,443 19.8% 3.0% 8.5% 9.95 11.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 108 8,207 21.7% 3.2% 7.2% 8.70 13.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 120 9,308 20.9% 2.6% 8.2% 8.75 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 56 4,274 20.9% 2.6% 8.1% 7.77 13.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 8,871 22.8% 3.1% 7.1% 8.25 14.4% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 98 7,399 21.6% 3.0% 7.2% 8.98 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 116 8,703 21.6% 3.1% 7.2% 8.61 13.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 113 8,707 21.2% 2.9% 7.9% 9.27 13.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 87 6,725 21.2% 3.0% 8.0% 9.00 12.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 25 1,902 24.9% 2.8% 7.4% 8.28 14.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 9,066 21.2% 2.9% 8.1% 8.76 11.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 88 6,655 20.2% 2.9% 7.8% 8.86 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 113 8,541 19.9% 2.8% 7.9% 8.58 13.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 29 2,184 20.6% 3.0% 7.0% 9.41 13.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 109 8,190 21.9% 3.0% 7.2% 8.50 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 113 8,613 21.5% 2.8% 7.6% 9.14 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 61 4,647 21.3% 2.9% 7.6% 9.23 13.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 101 7,650 21.6% 2.9% 7.8% 8.24 14.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 30 2,278 24.2% 3.8% 7.7% 9.23 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 101 7,614 21.6% 3.2% 7.1% 9.08 13.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 30 2,230 22.5% 3.3% 7.8% 8.73 11.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 117 9,023 22.2% 3.0% 6.9% 8.54 12.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 119 9,044 20.9% 3.1% 8.1% 8.91 12.4% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 101 7,639 20.9% 3.2% 7.3% 8.94 12.6% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 70 5,291 21.8% 3.4% 8.0% 8.61 12.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 19 1,415 21.3% 2.8% 8.0% 8.26 11.5% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 82 6,352 21.0% 3.1% 8.2% 8.89 12.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 121 9,207 21.0% 3.0% 7.2% 9.12 14.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 121 9,237 21.8% 3.1% 8.0% 9.13 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 28 2,162 21.1% 3.0% 6.8% 9.04 15.3% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 48 3,651 22.0% 2.7% 7.0% 8.17 12.9% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 112 8,547 21.7% 2.9% 8.1% 9.04 12.2% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 112 8,578 20.5% 2.9% 7.8% 8.88 13.1% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 66 5,034 20.6% 3.4% 8.1% 9.59 10.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 110 8,427 21.8% 3.1% 7.1% 8.65 12.8% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 116 8,928 22.0% 3.0% 7.5% 8.84 12.7% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 119 9,123 22.0% 2.7% 7.4% 8.34 13.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0% YEAR G AB K% HR% BB% R/G ERR TOTAL 108 8,123 21.4% 3.0% 7.7% 8.55 12.0% LEAGUE AVG 96 7,331 21.2% 3.0% 7.7% 8.93 13.0%

Scouting Report*: An umpire with pitcher beneficial tendencies that tends to call more strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and strikeouts and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that is below average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more strikeouts and runs and less homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that tends to call less strikes outside the zone and misses significantly more calls inside the strikezone. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that is below average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: A hitter-friendly umpire that misses more calls outside the zone than average and misses significantly more calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that misses more calls outside the zone than average while calling pitches inside with far less accuracy. Games called by him tend to have more walks, strikeouts and and less homeruns than an average game across the league.

Scouting Report*: He is below average at calling pitches outside the strikezone and misses significantly more calls inside the strikezone. Games called by him tend to have more walks, strikeouts and homeruns and less runs than an average game across the league.

Scouting Report*: A pitcher-friendly umpire that is below average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and strikeouts and less homeruns and runs than an average game across the league.

Scouting Report*: An extremely pitcher-friendly umpire that tends to call more strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and runs and less homeruns than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that is below average at calling pitches outside the strikezone and misses an average amount of calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks and strikeouts than an average game across the league.

Scouting Report*: A neutral umpire that is above average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more strikeouts and runs and less walks and homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that misses more calls outside the zone than average while calling pitches inside with far less accuracy. Games called by him tend to have less walks, strikeouts, homeruns and runs than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that misses more calls outside the zone than average and misses an average amount of calls inside the strikezone. Games called by him tend to have more strikeouts and runs than an average game across the league.

Scouting Report*: A pitcher-friendly umpire that misses more calls outside the zone than average while calling pitches inside with far less accuracy. Games called by him tend to have less walks, homeruns and runs than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that misses more calls outside the zone than average and misses significantly more calls inside the strikezone. Games called by him tend to have more homeruns and less walks and runs than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is below average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more walks, strikeouts, homeruns and runs than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that is above average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have less walks, strikeouts, homeruns and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling does not tend to favour pitchers or hitters that tends to call less strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and less walks and runs than an average game across the league.

Scouting Report*: He is below average at calling pitches outside the strikezone while calling pitches inside with with average accuracy. Games called by him tend to have more walks, strikeouts and homeruns and less runs than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that tends to call less strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have less walks and runs than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that misses less calls outside the zone than average while calling pitches inside with with average accuracy. Games called by him tend to have more strikeouts and runs and less walks and homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that misses more calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is below average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that tends to call strikes outside the zone at a league average rate and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that calls a fair zone outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks, homeruns and runs than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that is below average at calling pitches outside the strikezone and misses significantly more calls inside the strikezone. Games called by him tend to have more runs and less walks and homeruns than an average game across the league.

Scouting Report*: A pitcher-friendly umpire that is above average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more walks and less runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling does not tend to favour pitchers or hitters that tends to call more strikes outside the zone and misses significantly more calls inside the strikezone. Games called by him tend to have more homeruns and runs and less strikeouts than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that tends to call less strikes outside the zone and misses significantly more calls inside the strikezone. Games called by him tend to have more strikeouts and runs and less walks and homeruns than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: An extremely pitcher-friendly umpire that misses more calls outside the zone than average while calling pitches inside with far less accuracy. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that misses more calls outside the zone than average and misses significantly more calls inside the strikezone. Games called by him tend to have less walks, homeruns and runs than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that tends to call less strikes outside the zone while calling pitches inside with far less accuracy. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: A hitter-friendly umpire that tends to call less strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have less walks and runs than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that misses less calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more walks, strikeouts and and less homeruns than an average game across the league.

Scouting Report*: A neutral umpire that is above average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more runs and less strikeouts than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that is below average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more homeruns and less walks and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that is below average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more strikeouts and and less walks and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that tends to call more strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and homeruns and less strikeouts and runs than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that tends to call less strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have more homeruns and runs and less walks and strikeouts than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that is below average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that tends to call less strikes outside the zone and misses significantly more calls inside the strikezone. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: An umpire whose pitch calling does not tend to favour pitchers or hitters that is above average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more strikeouts and runs and less walks than an average game across the league.

Scouting Report*: An extremely pitcher-friendly umpire that tends to call more strikes outside the zone while calling pitches inside with far less accuracy. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that misses more calls outside the zone than average while calling pitches inside with far greater accuracy. Games called by him tend to have more strikeouts and less walks, homeruns and runs than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that tends to call less strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have more homeruns and runs and less walks and strikeouts than an average game across the league.

Scouting Report*: A neutral umpire that misses less calls outside the zone than average and misses significantly more calls inside the strikezone. Games called by him tend to have more walks and less runs than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that is average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: A neutral umpire that misses more calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more runs and less walks and homeruns than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that calls a fair zone outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more walks, strikeouts, homeruns and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that tends to call more strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling does not tend to favour pitchers or hitters that misses less calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and less walks, strikeouts and than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that misses less calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and less walks and runs than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is above average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: A hitter-friendly umpire that tends to call more strikes outside the zone while calling pitches inside with far less accuracy. Games called by him tend to have more strikeouts and runs and less walks and homeruns than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that tends to call less strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more strikeouts and and less walks and runs than an average game across the league.

Scouting Report*: A pitcher-friendly umpire that tends to call more strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: A hitter-friendly umpire that tends to call less strikes outside the zone and misses significantly more calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that misses less calls outside the zone than average and misses significantly more calls inside the strikezone. Games called by him tend to have more runs and less walks than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that misses less calls outside the zone than average while calling pitches inside with far less accuracy. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: He tends to call less strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have more walks and homeruns and less strikeouts and runs than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is below average at calling pitches outside the strikezone and misses significantly more calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that is above average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more walks and strikeouts and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire with extreme hitter beneficial tendencies that tends to call less strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that misses more calls outside the zone than average while calling pitches inside with with average accuracy. Games called by him tend to have more walks and strikeouts and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling does not tend to favour pitchers or hitters that calls a fair zone outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more homeruns and less walks, strikeouts and than an average game across the league.

Scouting Report*: A pitcher-friendly umpire that misses more calls outside the zone than average and misses significantly more calls inside the strikezone. Games called by him tend to have more homeruns and less walks, strikeouts and than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that is above average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and strikeouts and less homeruns and runs than an average game across the league.

Scouting Report*: A pitcher-friendly umpire that misses more calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and runs and less homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that is above average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more walks and strikeouts and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that tends to call more strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: A hitter-friendly umpire that calls a fair zone outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and runs and less walks than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to extremely benefit pitchers that misses more calls outside the zone than average while calling pitches inside with far less accuracy. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is below average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and less walks and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that tends to call strikes outside the zone at a league average rate while calling pitches inside with far greater accuracy. Games called by him tend to have more runs and less walks than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is below average at calling pitches outside the strikezone and misses significantly more calls inside the strikezone. Games called by him tend to have more homeruns and less walks, strikeouts and than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that tends to call strikes outside the zone at a league average rate while calling pitches inside with far greater accuracy. Games called by him tend to have more runs and less walks and homeruns than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that misses more calls outside the zone than average while calling pitches inside with far less accuracy. Games called by him tend to have more walks and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that is below average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and runs and less strikeouts and than an average game across the league.

Scouting Report*: A neutral umpire that is above average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more runs and less homeruns than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that misses more calls outside the zone than average while calling pitches inside with far greater accuracy. Games called by him tend to have more walks and less runs than an average game across the league.

Scouting Report*: A neutral umpire that tends to call more strikes outside the zone while calling pitches inside with far less accuracy. Games called by him tend to have more walks, strikeouts and than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that misses more calls outside the zone than average and misses an average amount of calls inside the strikezone. Games called by him tend to have more walks, strikeouts and and less homeruns than an average game across the league.

Scouting Report*: A neutral umpire that tends to call less strikes outside the zone while calling pitches inside with far less accuracy. Games called by him tend to have more walks and strikeouts and less runs than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that is below average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that misses less calls outside the zone than average and misses significantly more calls inside the strikezone. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: An umpire with hitter beneficial tendencies that misses less calls outside the zone than average while calling pitches inside with far greater accuracy. Games called by him tend to have more strikeouts and runs and less walks and homeruns than an average game across the league.

Scouting Report*: A hitter-friendly umpire that is below average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more walks, strikeouts and homeruns and less runs than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that misses less calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more homeruns and less strikeouts and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit hitters that is below average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: An umpire with neutral pitch calling tendencies that tends to call more strikes outside the zone and misses significantly more calls inside the strikezone. Games called by him tend to have more runs and less walks and homeruns than an average game across the league.

Scouting Report*: A hitter-friendly umpire that tends to call less strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks, strikeouts, homeruns and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling does not tend to favour pitchers or hitters that is above average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more runs and less walks and homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that is above average at calling pitches outside the strikezone while calling pitches inside with far less accuracy. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling does not tend to favour pitchers or hitters that misses less calls outside the zone than average and misses considerably less calls inside the strikezone. Games called by him tend to have more walks, homeruns and runs than an average game across the league.

Scouting Report*: A hitter-friendly umpire that tends to call less strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have more runs and less walks than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to extremely benefit hitters that tends to call less strikes outside the zone while calling pitches inside with far greater accuracy. Games called by him tend to have more strikeouts, runs and homeruns and less walks than an average game across the league.

Scouting Report*: An umpire with pitcher beneficial tendencies that is below average at calling pitches outside the strikezone while calling pitches inside with far greater accuracy. Games called by him tend to have more walks and strikeouts and less homeruns and runs than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that tends to call more strikes outside the zone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and less homeruns and runs than an average game across the league.

Scouting Report*: A pitcher-friendly umpire that is above average at calling pitches outside the strikezone and misses considerably less calls inside the strikezone. Games called by him tend to have more walks and less strikeouts, runs and homeruns than an average game across the league.

Scouting Report*: An umpire whose pitch calling tends to benefit pitchers that tends to call strikes outside the zone at a league average rate while calling pitches inside with far less accuracy. Games called by him tend to have less runs than an average game across the league.

STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 38 2,780 4,845 3,282 1,563 667 570 85 167 327 8.61 13.8% 2016 32 2,409 4,542 3,076 1,466 525 529 76 179 294 9.19 11.6% 2017 27 2,021 3,739 2,607 1,132 479 462 61 152 199 7.37 12.8% 2018 30 2,249 4,387 2,907 1,480 583 545 69 160 249 8.30 13.3% TOTAL 127 9,459 17,800 11,872 5,928 2,254 2,106 291 658 1,069 8.42 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,266 4,223 2,849 1,374 598 479 50 161 238 7.93 14.2% 2016 28 2,185 4,003 2,847 1,156 556 451 78 166 290 10.36 13.9% 2017 29 2,216 4,195 2,911 1,284 527 492 76 153 282 9.72 12.6% 2018 30 2,371 4,556 3,151 1,405 512 507 77 203 311 10.37 11.2% TOTAL 117 9,038 17,085 11,758 5,327 2,193 1,929 281 683 1,121 9.58 12.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,150 3,927 2,744 1,183 543 425 64 179 251 8.96 13.8% 2016 28 2,112 3,820 2,706 1,114 480 414 62 170 249 8.89 12.6% 2017 29 2,226 4,132 3,042 1,090 526 487 76 205 284 9.79 12.7% 2018 30 2,266 4,188 2,963 1,225 480 509 77 176 300 10.00 11.5% TOTAL 115 8,754 16,205 11,455 4,750 2,029 1,835 279 730 1,084 9.43 12.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,142 4,027 2,781 1,246 518 419 53 164 242 8.64 12.9% 2016 31 2,328 4,443 3,106 1,337 552 446 82 200 278 8.97 12.4% 2017 27 2,020 3,775 2,700 1,075 458 371 70 179 250 9.26 12.1% 2018 32 2,511 4,537 3,258 1,279 524 533 76 213 298 9.31 11.5% TOTAL 118 9,001 17,019 11,845 5,174 2,052 1,769 281 756 1,068 9.05 12.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,343 4,414 3,003 1,411 647 454 70 193 304 9.81 14.7% 2016 31 2,394 4,550 3,149 1,401 630 481 81 185 295 9.52 13.8% 2017 26 1,995 3,980 2,657 1,323 515 379 52 173 262 10.08 12.9% 2018 30 2,308 4,361 3,017 1,344 543 511 69 180 271 9.03 12.5% TOTAL 118 9,040 17,670 11,826 5,844 2,335 1,825 272 731 1,132 9.59 13.2% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,409 4,323 2,954 1,369 678 500 77 148 280 8.75 15.7% 2016 30 2,201 4,023 2,731 1,292 561 477 82 154 254 8.47 13.9% 2017 29 2,282 4,360 2,942 1,418 569 482 55 164 258 8.90 13.1% 2018 30 2,289 4,362 3,012 1,350 583 516 71 192 280 9.33 13.4% TOTAL 121 9,181 17,296 11,639 5,657 2,391 1,975 285 658 1,072 8.86 13.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 1 077 129 099 030 019 022 3 11 006 6.00 14.7% TOTAL 1 077 129 099 030 019 022 3 11 006 6.00 14.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 22 1,638 2,913 2,058 855 363 364 44 129 145 6.59 12.5% 2016 16 1,190 2,193 1,506 687 303 274 29 66 122 7.63 13.8% 2017 23 1,787 3,291 2,204 1,087 405 394 61 132 219 9.52 12.3% 2018 27 2,139 3,997 2,739 1,258 462 440 73 165 270 10.00 11.6% TOTAL 88 6,754 12,535 8,507 4,028 1,533 1,472 207 492 756 8.59 12.2% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,423 4,292 2,866 1,426 668 528 54 144 276 8.90 15.6% 2016 33 2,437 4,479 3,001 1,478 681 563 76 162 285 8.64 15.2% 2017 32 2,421 4,595 3,046 1,549 673 535 77 170 313 9.78 14.6% 2018 30 2,193 4,225 2,832 1,393 536 478 64 179 246 8.20 12.7% TOTAL 126 9,474 17,847 11,745 6,102 2,558 2,104 271 655 1,120 8.89 14.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,115 3,778 2,652 1,126 533 420 47 158 251 8.96 14.1% 2016 27 2,072 4,019 2,724 1,295 535 425 72 175 260 9.63 13.3% 2017 31 2,393 4,538 3,164 1,374 560 489 64 201 306 9.87 12.3% 2018 31 2,337 4,266 2,919 1,347 505 521 66 168 259 8.35 11.8% TOTAL 117 8,917 17,164 11,459 5,705 2,133 1,855 249 702 1,076 9.20 12.4% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,354 4,164 2,794 1,370 628 456 71 162 287 9.57 15.1% 2016 29 2,223 4,225 2,745 1,480 603 456 77 154 292 10.07 14.3% TOTAL 59 4,577 8,517 5,539 2,978 1,231 912 148 316 579 9.81 14.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 20 1,492 2,680 1,852 828 407 313 32 99 156 7.80 15.2% 2016 19 1,418 2,641 1,838 803 352 302 33 105 147 7.74 13.3% 2017 21 1,673 3,102 2,075 1,027 430 326 52 130 217 10.33 13.9% 2018 26 1,993 3,947 2,613 1,334 483 442 59 158 235 9.04 12.2% TOTAL 86 6,576 12,757 8,378 4,379 1,672 1,383 176 492 755 8.78 13.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,287 4,139 2,805 1,334 589 467 64 171 279 9.30 14.2% 2016 30 2,279 4,319 2,944 1,375 581 490 85 177 298 9.93 13.5% 2017 12 951 1,661 1,215 446 199 205 30 66 119 9.92 12.0% 2018 29 2,245 4,259 2,883 1,376 604 488 79 192 302 10.41 14.2% TOTAL 101 7,762 14,478 9,847 4,631 1,973 1,650 258 606 998 9.88 13.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 26 1,936 3,460 2,397 1,063 537 403 46 124 212 8.15 15.5% 2016 18 1,370 2,590 1,756 834 362 279 40 116 163 9.06 14.0% 2017 31 2,369 4,468 3,039 1,429 561 497 80 175 270 8.71 12.6% 2018 27 2,134 3,969 2,783 1,186 542 465 72 147 254 9.41 13.7% TOTAL 102 7,809 15,125 9,975 5,150 2,002 1,644 238 562 899 8.81 13.2% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 21 1,622 2,880 1,972 908 465 314 53 118 192 9.14 16.1% 2017 33 2,510 4,793 3,291 1,502 610 557 78 206 308 9.33 12.7% 2018 32 2,347 4,409 3,125 1,284 551 504 59 196 243 7.59 12.5% TOTAL 86 6,479 12,284 8,388 3,896 1,626 1,375 190 520 743 8.64 13.2% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 6 473 831 606 225 119 088 7 37 036 6.00 14.3% 2016 35 2,619 4,879 3,454 1,425 633 550 80 195 321 9.17 13.0% 2017 29 2,203 4,155 2,902 1,253 438 482 84 189 284 9.79 10.5% 2018 29 2,209 4,059 2,936 1,123 441 491 77 180 256 8.83 10.9% TOTAL 99 7,504 14,213 9,898 4,315 1,631 1,611 248 601 897 9.06 11.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,063 3,741 2,557 1,184 490 436 45 136 220 7.86 13.1% 2016 29 2,092 3,893 2,675 1,218 488 424 61 144 238 8.21 12.5% 2017 25 1,848 3,593 2,494 1,099 468 395 57 163 192 7.68 13.0% 2018 29 2,152 3,913 2,737 1,176 480 472 51 142 253 8.72 12.3% TOTAL 111 8,155 15,251 10,463 4,788 1,926 1,727 214 585 903 8.14 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 27 2,047 3,797 2,663 1,134 514 416 47 154 231 8.56 13.5% 2016 30 2,312 4,466 3,080 1,386 524 471 72 188 286 9.53 11.7% 2017 32 2,458 4,691 3,245 1,446 589 532 87 192 276 8.63 12.6% 2018 30 2,275 4,402 3,034 1,368 524 500 63 189 233 7.77 11.9% TOTAL 119 9,092 17,448 12,022 5,426 2,151 1,919 269 723 1,026 8.62 12.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2016 13 962 1,812 1,259 553 265 211 35 73 098 7.54 14.6% 2017 28 2,133 3,910 2,798 1,112 467 467 66 177 259 9.25 11.9% 2018 35 2,611 4,838 3,417 1,421 594 585 84 196 313 8.94 12.3% TOTAL 77 5,780 10,690 7,575 3,115 1,344 1,277 185 455 676 8.78 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,271 4,110 2,856 1,254 505 441 51 168 236 8.14 12.3% 2016 31 2,317 4,515 2,997 1,518 535 489 64 181 259 8.35 11.8% 2017 30 2,296 4,150 3,033 1,117 515 501 84 193 275 9.17 12.4% 2018 29 2,195 4,094 2,904 1,190 507 486 62 165 246 8.48 12.4% TOTAL 119 9,079 17,605 11,790 5,815 2,062 1,917 261 707 1,016 8.54 11.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,357 4,295 2,965 1,330 524 411 64 156 259 8.35 12.2% 2016 29 2,192 4,213 2,873 1,340 546 486 62 167 229 7.90 13.0% 2017 30 2,279 4,517 3,016 1,501 534 537 83 182 293 9.77 11.8% 2018 28 2,242 4,305 3,020 1,285 499 468 86 183 311 11.11 11.6% TOTAL 118 9,070 17,682 11,874 5,808 2,103 1,902 295 688 1,092 9.25 11.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,155 3,830 2,631 1,199 542 438 38 149 221 7.89 14.2% 2016 6 440 826 588 238 116 084 17 34 053 8.83 14.0% 2017 31 2,308 4,284 3,001 1,283 541 511 67 167 276 8.90 12.6% 2018 33 2,455 4,362 3,051 1,311 523 573 84 166 289 8.76 12.0% TOTAL 98 7,358 13,313 9,271 4,042 1,722 1,606 206 516 839 8.56 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,299 4,137 2,882 1,255 530 489 58 169 252 8.13 12.8% 2016 28 2,152 4,203 2,891 1,312 543 434 68 189 316 11.29 12.9% 2017 16 1,254 2,371 1,700 671 276 261 45 108 178 11.13 11.6% TOTAL 75 5,705 10,834 7,473 3,361 1,349 1,184 171 466 746 9.95 12.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,478 4,487 3,079 1,408 609 508 59 183 285 8.91 13.6% 2016 29 2,042 3,746 2,547 1,199 497 421 64 122 190 6.55 13.3% 2017 30 2,194 4,273 2,934 1,339 548 509 69 159 243 8.10 12.8% 2018 28 2,096 3,594 2,522 1,072 426 479 63 157 229 8.18 11.9% TOTAL 119 8,810 16,706 11,082 5,624 2,080 1,917 255 621 947 7.96 12.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 21 1,533 2,696 1,851 845 370 329 37 107 162 7.71 13.7% 2016 28 2,080 4,013 2,651 1,362 499 455 62 144 212 7.57 12.4% 2017 33 2,557 4,950 3,409 1,541 657 539 84 235 329 9.97 13.3% 2018 32 2,555 5,055 3,310 1,745 599 590 78 206 316 9.88 11.8% TOTAL 114 8,725 16,921 11,221 5,700 2,125 1,913 261 692 1,019 8.94 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 27 2,062 3,768 2,602 1,166 505 408 57 144 255 9.44 13.4% 2016 26 2,168 4,048 2,791 1,257 532 429 70 167 286 11.00 13.1% 2017 2 165 304 227 077 045 035 6 9 030 15.00 14.8% TOTAL 55 4,395 8,142 5,620 2,522 1,082 872 133 320 571 10.38 13.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,333 4,193 2,914 1,279 579 487 70 159 259 8.35 13.8% 2016 28 2,097 3,755 2,652 1,103 459 443 60 173 253 9.04 12.2% 2017 30 2,321 4,540 3,091 1,449 574 540 61 199 248 8.27 12.6% 2018 28 2,012 3,684 2,542 1,142 513 454 74 151 214 7.64 13.9% TOTAL 117 8,763 16,959 11,199 5,760 2,125 1,924 265 682 974 8.32 12.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,387 4,163 2,837 1,326 640 485 50 164 247 7.72 15.4% 2016 31 2,473 4,583 3,088 1,495 653 507 80 195 320 10.32 14.2% 2017 27 1,997 3,838 2,622 1,216 514 461 70 180 235 8.70 13.4% 2018 7 534 1,011 694 317 137 131 10 45 059 8.43 13.6% TOTAL 97 7,391 13,614 9,241 4,373 1,944 1,584 210 584 861 8.88 14.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 25 1,892 3,652 2,479 1,173 451 395 53 131 223 8.92 12.3% 2016 23 1,762 3,287 2,277 1,010 446 368 54 120 212 9.22 13.6% 2017 28 2,135 4,199 2,958 1,241 465 437 76 184 266 9.50 11.1% TOTAL 76 5,789 11,335 7,714 3,621 1,362 1,200 183 435 701 9.22 12.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,083 3,729 2,653 1,076 572 440 53 164 209 7.46 15.3% 2016 30 2,404 4,374 3,074 1,300 604 491 64 192 275 9.17 13.8% 2017 29 2,224 4,123 2,930 1,193 500 449 83 180 309 10.66 12.1% 2018 26 1,994 3,828 2,607 1,221 445 442 72 148 248 9.54 11.6% TOTAL 113 8,705 16,405 11,264 5,141 2,121 1,822 272 684 1,041 9.21 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,314 3,888 2,610 1,278 570 469 55 136 238 7.68 14.7% 2016 24 1,850 3,395 2,218 1,177 502 382 56 105 247 10.29 14.8% 2017 31 2,374 4,323 2,899 1,424 651 563 77 151 275 8.87 15.1% 2018 31 2,317 4,267 2,885 1,382 603 528 59 176 223 7.19 14.1% TOTAL 117 8,855 16,623 10,612 6,011 2,326 1,942 247 568 983 8.40 14.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 27 2,039 3,863 2,553 1,310 551 353 61 153 239 8.85 14.3% 2016 16 1,195 2,259 1,515 744 314 265 32 80 130 8.13 13.9% 2017 17 1,332 2,445 1,725 720 367 272 45 98 172 10.12 15.0% 2018 30 2,367 4,530 3,090 1,440 585 531 71 198 253 8.43 12.9% TOTAL 90 6,933 13,429 8,883 4,546 1,817 1,421 209 529 794 8.82 13.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,143 3,773 2,604 1,169 512 436 65 147 283 10.11 13.6% 2016 25 1,842 3,301 2,388 913 451 405 36 140 169 6.76 13.7% 2017 27 1,997 3,532 2,563 969 385 449 72 142 247 9.15 10.9% 2018 30 2,271 4,339 2,906 1,433 519 567 58 176 235 7.83 12.0% TOTAL 110 8,253 15,495 10,461 5,034 1,867 1,857 231 605 934 8.49 12.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,164 4,005 2,850 1,155 556 432 53 164 213 7.61 13.9% 2016 29 2,202 4,056 2,820 1,236 553 455 69 159 264 9.10 13.6% 2017 27 2,085 3,839 2,695 1,144 465 418 57 179 234 8.67 12.1% 2018 27 2,038 3,673 2,643 1,030 491 430 67 149 244 9.04 13.4% TOTAL 111 8,489 15,924 11,008 4,916 2,065 1,735 246 651 955 8.60 13.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 33 2,484 4,584 3,127 1,457 599 529 68 150 318 9.64 13.1% 2016 29 2,148 4,085 2,791 1,294 522 441 67 150 244 8.41 12.8% 2017 30 2,264 4,552 3,039 1,513 518 527 80 181 271 9.03 11.4% 2018 32 2,419 4,566 3,191 1,375 575 549 81 192 296 9.25 12.6% TOTAL 124 9,315 18,289 12,148 6,141 2,214 2,046 296 673 1,129 9.10 12.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,137 3,752 2,639 1,113 518 432 56 154 246 8.79 13.8% 2016 31 2,378 4,785 3,208 1,577 618 486 66 201 255 8.23 12.9% 2017 31 2,491 4,566 3,257 1,309 539 544 76 186 321 10.35 11.8% 2018 31 2,353 4,558 3,108 1,450 638 528 63 176 276 8.90 14.0% TOTAL 121 9,359 18,269 12,212 6,057 2,313 1,990 261 717 1,098 9.07 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,202 4,150 2,840 1,310 576 467 57 162 254 8.76 13.9% 2016 30 2,336 4,466 3,105 1,361 559 460 69 220 267 8.90 12.5% 2017 29 2,142 3,866 2,683 1,183 471 470 63 164 230 7.93 12.2% 2018 29 2,184 4,050 2,898 1,152 516 482 77 174 264 9.10 12.7% TOTAL 117 8,864 16,657 11,526 5,131 2,122 1,879 266 720 1,015 8.68 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,294 4,329 3,028 1,301 539 449 55 184 214 7.38 12.5% 2016 28 2,162 4,204 2,911 1,293 544 453 67 173 266 9.50 12.9% 2017 32 2,418 4,776 3,187 1,589 573 533 79 202 286 8.94 12.0% 2018 29 2,195 4,176 2,865 1,311 496 451 77 169 248 8.55 11.9% TOTAL 118 9,069 17,857 11,991 5,866 2,152 1,886 278 728 1,014 8.59 12.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,127 3,962 2,794 1,168 560 471 60 155 209 7.21 14.1% 2016 27 1,939 3,608 2,468 1,140 556 454 52 158 183 6.78 15.4% 2017 28 2,128 4,285 2,834 1,451 563 453 74 187 261 9.32 13.1% 2018 31 2,384 4,790 3,236 1,554 618 585 57 201 266 8.58 12.9% TOTAL 115 8,578 17,233 11,332 5,901 2,297 1,963 243 701 919 7.99 13.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 27 2,097 3,746 2,674 1,072 494 429 49 163 241 8.93 13.2% 2016 23 1,754 3,356 2,376 980 434 357 49 168 218 9.48 12.9% 2017 29 2,329 4,607 3,189 1,418 575 489 68 215 267 9.21 12.5% 2018 28 2,196 4,134 2,835 1,299 465 461 69 174 308 11.00 11.2% TOTAL 107 8,376 16,061 11,074 4,987 1,968 1,736 235 720 1,034 9.66 12.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2018 27 2,134 3,891 2,782 1,109 454 438 65 174 282 10.44 11.7% TOTAL 27 2,134 3,891 2,782 1,109 454 438 65 174 282 10.44 11.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 24 1,853 3,436 2,381 1,055 437 312 50 152 213 8.88 12.7% 2016 29 2,269 4,283 2,983 1,300 555 454 79 181 260 8.97 13.0% 2017 28 2,162 4,220 2,928 1,292 538 439 75 201 273 9.75 12.7% 2018 21 1,575 3,004 2,060 944 392 343 59 125 185 8.81 13.0% TOTAL 102 7,859 14,943 10,352 4,591 1,922 1,548 263 659 931 9.13 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,443 4,417 2,990 1,427 627 498 71 180 282 8.81 14.2% 2016 29 2,224 4,210 2,842 1,368 584 465 73 156 273 9.41 13.9% 2017 32 2,433 4,599 3,223 1,376 652 498 91 183 292 9.13 14.2% 2018 29 2,181 4,316 2,989 1,327 506 476 55 191 237 8.17 11.7% TOTAL 122 9,281 17,686 12,044 5,642 2,369 1,937 290 710 1,084 8.89 13.4% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2018 22 1,621 2,915 1,998 917 367 378 44 104 168 7.64 12.6% TOTAL 22 1,621 2,915 1,998 917 367 378 44 104 168 7.64 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 12 873 1,496 1,039 457 237 144 20 44 084 7.00 15.8% 2016 28 2,116 3,944 2,690 1,254 581 440 71 154 271 9.68 14.7% 2017 28 2,107 3,994 2,782 1,212 522 443 79 160 243 8.68 13.1% 2018 29 2,178 4,171 2,826 1,345 533 497 75 168 249 8.59 12.8% TOTAL 97 7,274 13,605 9,337 4,268 1,873 1,524 245 526 847 8.73 13.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,493 4,508 3,247 1,261 604 483 68 182 319 9.97 13.4% 2016 30 2,334 4,354 3,072 1,282 550 489 66 200 265 8.83 12.6% 2017 32 2,436 4,563 3,278 1,285 571 499 79 198 298 9.31 12.5% 2018 32 2,476 4,599 3,230 1,369 606 558 64 194 252 7.88 13.2% TOTAL 126 9,739 18,377 12,827 5,550 2,331 2,029 277 774 1,134 9.00 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 22 1,666 2,879 2,064 815 383 341 47 130 199 9.05 13.3% 2016 27 1,981 3,697 2,528 1,169 461 450 58 155 222 8.22 12.5% TOTAL 49 3,647 6,664 4,592 2,072 844 791 105 285 421 8.59 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,432 4,357 3,085 1,272 569 460 48 183 279 8.72 13.1% 2016 28 2,143 4,078 2,747 1,331 547 461 64 172 254 9.07 13.4% 2017 30 2,322 4,258 3,022 1,236 547 480 83 197 291 9.70 12.8% 2018 31 2,303 4,303 3,012 1,291 530 525 72 182 249 8.03 12.3% TOTAL 121 9,200 17,397 11,866 5,531 2,193 1,926 267 734 1,073 8.87 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,143 3,840 2,658 1,182 543 395 54 145 256 8.83 14.1% 2016 30 2,287 4,164 2,923 1,241 599 518 75 147 297 9.90 14.4% 2017 27 2,102 4,005 2,716 1,289 546 452 71 174 278 10.30 13.6% 2018 32 2,455 4,461 3,136 1,325 533 519 62 198 307 9.59 11.9% TOTAL 118 8,987 16,959 11,433 5,526 2,221 1,884 262 664 1,138 9.64 13.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 35 2,702 4,630 3,132 1,498 671 568 87 191 329 9.40 14.5% 2016 32 2,545 4,664 3,385 1,279 628 516 75 211 310 9.69 13.5% 2017 35 2,742 5,034 3,474 1,560 685 601 88 231 346 9.89 13.6% 2018 31 2,296 4,244 2,975 1,269 612 533 71 181 257 8.29 14.4% TOTAL 133 10,285 18,836 12,966 5,870 2,596 2,218 321 814 1,242 9.34 13.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,257 4,191 2,821 1,370 632 458 66 172 248 8.27 15.1% 2016 24 1,868 3,393 2,358 1,035 518 422 51 141 216 9.00 15.3% TOTAL 54 4,125 7,691 5,179 2,512 1,150 880 117 313 464 8.59 15.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2017 3 217 358 283 075 045 035 5 15 021 7.00 12.6% 2018 14 1,084 1,949 1,403 546 196 222 26 91 121 8.64 10.1% TOTAL 17 1,301 2,401 1,686 715 241 257 31 106 142 8.35 10.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,122 3,851 2,592 1,259 507 440 50 149 218 7.52 13.2% 2016 32 2,461 4,602 3,200 1,402 537 481 77 205 313 9.78 11.7% 2017 28 2,071 4,026 2,769 1,257 480 450 59 177 231 8.25 11.9% 2018 33 2,521 4,545 3,231 1,314 542 554 76 219 295 8.94 11.9% TOTAL 122 9,175 17,150 11,792 5,358 2,066 1,925 262 750 1,057 8.66 12.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,319 4,265 3,026 1,239 587 466 67 174 230 7.42 13.8% 2016 32 2,442 4,635 3,166 1,469 630 476 89 202 336 10.50 13.6% 2017 30 2,329 4,488 3,089 1,399 562 473 72 205 296 9.87 12.5% 2018 30 2,213 4,207 2,853 1,354 498 489 55 179 232 7.73 11.8% TOTAL 123 9,303 17,723 12,134 5,589 2,277 1,904 283 760 1,094 8.89 12.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 25 1,914 3,497 2,375 1,122 491 368 54 128 228 9.12 14.0% 2016 30 2,241 4,184 2,828 1,356 619 448 72 166 258 8.60 14.8% 2017 25 1,899 3,568 2,479 1,089 516 419 60 145 231 9.24 14.5% 2018 29 2,271 4,409 2,952 1,457 561 474 77 178 317 10.93 12.7% TOTAL 109 8,325 16,069 10,634 5,435 2,187 1,709 263 617 1,034 9.49 13.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,173 3,647 2,609 1,038 422 394 73 174 248 8.55 11.6% 2016 31 2,373 4,208 3,028 1,180 504 486 72 193 287 9.26 12.0% 2017 31 2,365 4,576 3,174 1,402 524 525 73 210 258 8.32 11.5% 2018 29 2,220 4,188 2,994 1,194 475 473 67 185 269 9.28 11.3% TOTAL 120 9,131 16,946 11,805 5,141 1,925 1,878 285 762 1,062 8.85 11.4% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,195 3,925 2,686 1,239 583 441 55 143 237 8.17 14.9% 2016 30 2,244 4,015 2,720 1,295 623 481 56 148 251 8.37 15.5% 2017 28 2,098 4,037 2,682 1,355 566 464 69 153 242 8.64 14.0% 2018 31 2,330 4,296 2,980 1,316 610 523 69 189 286 9.23 14.2% TOTAL 118 8,867 16,604 11,068 5,536 2,382 1,909 249 633 1,016 8.61 14.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,256 4,260 2,922 1,338 613 463 63 181 248 8.27 14.4% 2016 32 2,398 4,699 3,189 1,510 571 493 63 204 268 8.38 12.2% 2017 25 1,948 3,686 2,594 1,092 497 409 61 170 251 10.04 13.5% 2018 30 2,270 4,328 2,974 1,354 532 513 75 184 272 9.07 12.3% TOTAL 117 8,872 17,328 11,679 5,649 2,213 1,878 262 739 1,039 8.88 12.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,458 4,577 3,157 1,420 605 453 68 189 310 10.00 13.2% 2016 30 2,294 4,300 2,973 1,327 569 467 69 180 266 8.87 13.2% 2017 31 2,466 4,555 3,121 1,434 580 535 72 184 299 9.65 12.7% 2018 29 2,135 4,003 2,805 1,198 546 459 74 163 235 8.10 13.6% TOTAL 121 9,353 18,052 12,056 5,996 2,300 1,914 283 716 1,110 9.17 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 33 2,576 4,568 3,214 1,354 650 502 78 185 337 10.21 14.2% 2016 30 2,314 4,279 3,115 1,164 491 449 71 199 315 10.50 11.5% 2017 28 2,187 4,076 2,818 1,258 490 423 83 171 313 11.18 12.0% 2018 27 2,186 4,220 2,873 1,347 488 477 70 199 263 9.74 11.6% TOTAL 118 9,263 17,399 12,020 5,379 2,119 1,851 302 754 1,228 10.41 12.2% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 5 378 755 528 227 106 090 9 30 035 7.00 14.0% TOTAL 5 378 755 528 227 106 090 9 30 035 7.00 14.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,327 4,215 2,983 1,232 570 445 62 175 265 8.83 13.5% 2016 31 2,327 4,395 3,168 1,227 586 439 50 194 249 8.03 13.3% 2017 28 2,120 3,964 2,731 1,233 487 452 75 168 267 9.54 12.3% 2018 30 2,370 4,400 3,040 1,360 530 474 74 224 316 10.53 12.0% TOTAL 119 9,144 17,227 11,922 5,305 2,173 1,810 261 761 1,097 9.22 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,127 3,876 2,577 1,299 539 478 62 112 224 8.00 13.9% 2016 31 2,328 4,335 2,934 1,401 506 538 72 158 239 7.71 11.7% 2017 29 2,160 4,019 2,783 1,236 511 468 75 156 261 9.00 12.7% 2018 28 2,212 3,890 2,834 1,056 517 464 61 167 285 10.18 13.3% TOTAL 116 8,827 16,474 11,128 5,346 2,073 1,948 270 593 1,009 8.70 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,374 4,370 3,104 1,266 583 434 77 188 280 9.03 13.3% 2016 30 2,337 4,318 3,086 1,232 529 448 76 207 328 10.93 12.3% 2017 30 2,356 4,486 3,015 1,471 525 490 69 195 313 10.43 11.7% 2018 31 2,376 4,428 3,102 1,326 455 493 63 209 293 9.45 10.3% TOTAL 122 9,443 18,247 12,307 5,940 2,092 1,865 285 799 1,214 9.95 11.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,252 4,059 2,842 1,217 571 473 56 150 230 7.93 14.1% 2016 27 1,995 3,773 2,553 1,220 534 432 72 132 220 8.15 14.2% 2017 27 2,069 4,088 2,801 1,287 559 446 68 172 255 9.44 13.7% 2018 25 1,891 3,553 2,391 1,162 492 430 67 141 235 9.40 13.8% TOTAL 108 8,207 15,585 10,587 4,998 2,156 1,781 263 595 940 8.70 13.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,388 4,276 2,946 1,330 609 505 59 164 250 7.81 14.2% 2016 30 2,391 4,543 3,122 1,421 600 485 70 193 299 9.97 13.2% 2017 28 2,223 4,187 2,948 1,239 604 466 54 192 227 8.11 14.4% 2018 30 2,306 4,436 3,080 1,356 532 485 61 210 274 9.13 12.0% TOTAL 120 9,308 18,190 12,096 6,094 2,345 1,941 244 759 1,050 8.75 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 16 1,252 2,178 1,586 592 335 234 37 97 126 7.88 15.4% 2016 14 1,074 1,988 1,439 549 311 213 34 87 133 9.50 15.6% 2017 10 746 1,457 1,040 417 198 179 22 61 085 8.50 13.6% 2018 16 1,202 2,222 1,595 627 286 266 19 100 091 5.69 12.9% TOTAL 56 4,274 8,335 5,660 2,675 1,130 892 112 345 435 7.77 13.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,268 4,025 2,831 1,194 598 475 71 159 248 8.27 14.9% 2016 28 2,181 4,162 2,733 1,429 627 540 73 143 237 8.46 15.1% 2017 27 2,018 3,856 2,606 1,250 537 439 72 140 237 8.78 13.9% 2018 32 2,404 4,789 3,196 1,593 681 572 62 192 243 7.59 14.2% TOTAL 117 8,871 16,959 11,366 5,593 2,443 2,026 278 634 965 8.25 14.4% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,228 4,011 2,764 1,247 554 461 65 159 284 9.47 13.8% 2016 33 2,425 4,570 3,050 1,520 598 540 62 169 238 7.21 13.1% 2017 32 2,465 4,733 3,246 1,487 563 543 90 189 316 9.88 11.9% 2018 3 281 377 332 045 030 051 6 17 042 14.00 8.0% TOTAL 98 7,399 13,903 9,392 4,511 1,745 1,595 223 534 880 8.98 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,194 4,066 2,718 1,348 576 489 58 131 220 7.33 14.2% 2016 29 2,173 4,042 2,792 1,250 508 441 79 176 246 8.48 12.6% 2017 30 2,270 4,236 3,011 1,225 591 515 86 174 298 9.93 14.0% 2018 27 2,066 3,932 2,678 1,254 464 434 50 147 235 8.70 11.8% TOTAL 116 8,703 16,388 11,199 5,189 2,139 1,879 273 628 999 8.61 13.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 27 2,024 3,597 2,418 1,179 517 423 48 152 204 7.56 14.4% 2016 27 2,176 4,101 2,784 1,317 569 458 63 177 272 10.07 13.9% 2017 31 2,362 4,517 3,080 1,437 628 489 86 180 317 10.23 13.9% 2018 28 2,145 4,197 2,753 1,444 561 477 55 182 254 9.07 13.4% TOTAL 113 8,707 16,770 11,035 5,735 2,275 1,847 252 691 1,047 9.27 13.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2016 24 1,824 3,341 2,357 984 452 373 53 149 209 8.71 13.5% 2017 25 1,888 3,368 2,325 1,043 457 381 53 125 223 8.92 13.6% 2018 38 3,013 5,716 3,951 1,765 661 669 94 266 351 9.24 11.6% TOTAL 87 6,725 12,605 8,633 3,972 1,570 1,423 200 540 783 9.00 12.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2017 4 315 507 369 138 090 064 8 25 037 9.25 17.8% 2018 21 1,587 2,935 2,019 916 426 409 45 115 170 8.10 14.5% TOTAL 25 1,902 3,490 2,388 1,102 516 473 53 140 207 8.28 14.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 23 1,684 2,940 2,121 819 421 363 46 111 179 7.78 14.3% 2016 34 2,624 4,761 3,378 1,383 598 553 66 205 264 7.76 12.6% 2017 29 2,313 4,440 3,108 1,332 492 493 88 208 305 10.52 11.1% 2018 31 2,445 4,593 3,320 1,273 509 514 66 212 277 8.94 11.1% TOTAL 117 9,066 17,214 11,927 5,287 2,020 1,923 266 736 1,025 8.76 11.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,349 4,357 3,040 1,317 587 468 54 174 262 8.45 13.5% 2016 29 2,163 4,238 2,830 1,408 541 438 72 168 258 8.90 12.8% 2017 28 2,143 4,133 2,842 1,291 548 439 65 176 260 9.29 13.3% TOTAL 88 6,655 12,984 8,712 4,272 1,676 1,345 191 518 780 8.86 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 26 1,895 3,393 2,398 995 524 384 47 141 193 7.42 15.4% 2016 30 2,317 4,186 2,867 1,319 604 412 70 162 306 10.20 14.4% 2017 29 2,177 4,293 3,015 1,278 533 459 60 190 232 8.00 12.4% 2018 28 2,152 4,074 2,827 1,247 514 446 66 179 239 8.54 12.6% TOTAL 113 8,541 16,031 11,107 4,924 2,175 1,701 243 672 970 8.58 13.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,184 4,050 2,843 1,207 528 449 66 153 273 9.41 13.0% TOTAL 29 2,184 4,050 2,843 1,207 528 449 66 153 273 9.41 13.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,175 3,989 2,743 1,246 528 468 64 143 252 8.69 13.2% 2016 22 1,697 3,033 2,150 883 390 362 47 136 194 8.82 12.9% 2017 30 2,241 4,298 2,852 1,446 571 503 68 161 253 8.43 13.3% 2018 28 2,077 3,733 2,690 1,043 500 457 66 153 227 8.11 13.4% TOTAL 109 8,190 15,469 10,435 5,034 1,989 1,790 245 593 926 8.50 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 24 1,805 3,110 2,224 886 425 391 51 135 206 8.58 13.7% 2016 30 2,280 4,147 2,930 1,217 560 459 65 171 272 9.07 13.5% 2017 30 2,306 4,479 3,035 1,444 568 487 63 179 297 9.90 12.7% 2018 29 2,222 4,138 2,896 1,242 516 515 63 173 258 8.90 12.5% TOTAL 113 8,613 16,231 11,085 5,146 2,069 1,852 242 658 1,033 9.14 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2016 25 1,951 3,797 2,502 1,295 523 426 55 152 250 10.00 13.8% 2017 17 1,271 2,302 1,578 724 308 262 39 93 165 9.71 13.4% 2018 19 1,425 2,600 1,841 759 330 302 40 110 148 7.79 12.7% TOTAL 61 4,647 8,939 5,921 3,018 1,161 990 134 355 563 9.23 13.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 29 2,203 3,931 2,778 1,153 591 480 62 167 237 8.17 15.0% 2016 25 1,907 3,485 2,399 1,086 496 420 50 132 205 8.20 14.2% 2017 30 2,282 4,337 2,972 1,365 628 483 74 188 261 8.70 14.5% 2018 17 1,258 2,367 1,672 695 357 273 36 109 129 7.59 15.1% TOTAL 101 7,650 14,299 9,821 4,478 2,072 1,656 222 596 832 8.24 14.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2016 2 156 269 199 070 046 037 3 11 014 7.00 17.1% 2017 14 1,051 1,927 1,317 610 250 264 38 68 112 8.00 13.0% 2018 14 1,071 2,095 1,440 655 264 250 46 97 151 10.79 12.6% TOTAL 30 2,278 4,352 2,956 1,396 560 551 87 176 277 9.23 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 31 2,302 4,052 2,745 1,307 629 489 68 150 260 8.39 15.5% 2016 30 2,284 4,340 2,953 1,387 636 500 81 157 293 9.77 14.7% 2017 32 2,424 4,617 3,165 1,452 588 521 72 191 289 9.03 12.7% 2018 8 604 1,093 823 270 132 133 24 46 075 9.38 12.1% TOTAL 101 7,614 14,336 9,686 4,650 1,985 1,643 245 544 917 9.08 13.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2017 11 817 1,488 1,096 392 204 175 30 68 099 9.00 13.7% 2018 19 1,413 2,541 1,830 711 281 326 43 107 163 8.58 11.1% TOTAL 30 2,230 4,204 2,926 1,278 485 501 73 175 262 8.73 11.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 21 1,698 2,934 2,098 836 359 345 53 110 210 10.00 12.2% 2016 37 2,909 5,463 3,741 1,722 668 661 82 203 308 8.32 12.2% 2017 29 2,156 4,115 2,806 1,309 491 487 56 150 226 7.79 11.9% 2018 30 2,260 4,310 2,891 1,419 510 508 78 159 255 8.50 11.8% TOTAL 117 9,023 16,898 11,536 5,362 2,028 2,001 269 622 999 8.54 12.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 26 1,981 3,675 2,575 1,100 523 374 48 146 221 8.50 14.2% 2016 29 2,182 4,134 2,946 1,188 532 489 58 180 229 7.90 12.9% 2017 32 2,457 4,724 3,290 1,434 570 489 94 203 332 10.38 12.1% 2018 32 2,424 4,488 3,230 1,258 535 541 76 207 278 8.69 11.9% TOTAL 119 9,044 17,378 12,041 5,337 2,160 1,893 276 736 1,060 8.91 12.4% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 21 1,564 2,711 1,925 786 368 316 59 103 179 8.52 13.6% 2016 25 1,896 3,560 2,516 1,044 442 376 62 138 219 8.76 12.4% 2017 26 2,012 3,773 2,598 1,175 483 429 71 147 254 9.77 12.8% 2018 29 2,167 3,980 2,872 1,108 492 479 55 170 251 8.66 12.4% TOTAL 101 7,639 14,223 9,911 4,312 1,785 1,600 247 558 903 8.94 12.6% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 12 890 1,654 1,165 489 235 180 24 69 101 8.42 14.2% 2016 17 1,304 2,519 1,802 717 330 297 44 104 142 8.35 13.1% 2017 16 1,214 2,243 1,644 599 259 249 56 110 165 10.31 11.5% 2018 25 1,883 3,499 2,457 1,042 403 428 54 141 195 7.80 11.5% TOTAL 70 5,291 10,196 7,068 3,128 1,227 1,154 178 424 603 8.61 12.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2017 7 521 978 710 268 138 117 11 38 051 7.29 14.1% 2018 12 894 1,545 1,150 395 161 184 28 75 106 8.83 10.4% TOTAL 19 1,415 2,609 1,860 749 299 301 39 113 157 8.26 11.5% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 4 306 532 397 135 066 048 9 25 045 11.25 12.4% 2016 12 917 1,755 1,218 537 249 174 30 77 125 10.42 14.2% 2017 36 2,787 5,378 3,742 1,636 659 616 99 234 314 8.72 12.3% 2018 30 2,342 4,393 3,045 1,348 536 493 60 187 245 8.17 12.2% TOTAL 82 6,352 12,445 8,402 4,043 1,510 1,331 198 523 729 8.89 12.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 32 2,430 4,400 2,954 1,446 650 508 55 180 252 7.88 14.8% 2016 31 2,360 4,503 3,049 1,454 632 488 63 175 310 10.00 14.0% 2017 30 2,188 4,100 2,783 1,317 555 472 91 139 261 8.70 13.5% 2018 28 2,229 4,169 2,860 1,309 589 468 68 171 280 10.00 14.1% TOTAL 121 9,207 17,172 11,646 5,526 2,426 1,936 277 665 1,103 9.12 14.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,311 4,297 2,961 1,336 590 501 71 173 266 8.87 13.7% 2016 31 2,378 4,642 3,048 1,594 621 505 74 180 288 9.29 13.4% 2017 31 2,370 4,474 3,106 1,368 547 527 82 197 296 9.55 12.2% 2018 29 2,178 4,178 2,946 1,232 530 485 60 191 255 8.79 12.7% TOTAL 121 9,237 18,036 12,061 5,975 2,288 2,018 287 741 1,105 9.13 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 28 2,162 4,052 2,737 1,315 618 457 65 147 253 9.04 15.3% TOTAL 28 2,162 4,052 2,737 1,315 618 457 65 147 253 9.04 15.3% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 21 1,540 2,647 1,854 793 343 309 30 95 150 7.14 13.0% 2016 21 1,665 3,089 2,174 915 416 390 53 117 197 9.38 13.5% 2017 6 446 854 645 209 123 103 14 45 045 7.50 14.4% TOTAL 48 3,651 6,824 4,673 2,151 882 802 97 257 392 8.17 12.9% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 25 1,868 3,674 2,419 1,255 488 382 44 139 203 8.12 13.3% 2016 27 1,993 3,835 2,637 1,198 486 412 49 166 229 8.48 12.7% 2017 30 2,288 4,464 3,067 1,397 563 523 82 176 282 9.40 12.6% 2018 30 2,398 4,635 3,183 1,452 536 534 75 211 299 9.97 11.6% TOTAL 112 8,547 16,955 11,306 5,649 2,073 1,851 250 692 1,013 9.04 12.2% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 26 1,975 3,729 2,551 1,178 540 356 51 154 241 9.27 14.5% 2016 30 2,275 4,552 3,061 1,491 631 502 54 186 233 7.77 13.9% 2017 31 2,363 4,514 3,145 1,369 586 467 76 190 293 9.45 13.0% 2018 25 1,965 3,759 2,614 1,145 452 435 69 139 227 9.08 12.0% TOTAL 112 8,578 16,882 11,371 5,511 2,209 1,760 250 669 994 8.88 13.1% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 13 1,022 1,864 1,374 490 198 177 29 91 122 9.38 10.6% 2016 7 542 997 725 272 107 102 23 38 071 10.14 10.7% 2017 26 1,955 3,632 2,535 1,097 392 443 70 158 249 9.58 10.8% 2018 20 1,515 2,819 2,027 792 312 317 51 122 191 9.55 11.1% TOTAL 66 5,034 9,453 6,661 2,792 1,009 1,039 173 409 633 9.59 10.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,219 3,900 2,646 1,254 557 469 54 135 239 7.97 14.3% 2016 29 2,296 4,237 2,991 1,246 522 501 70 163 244 8.41 12.3% 2017 23 1,822 3,543 2,474 1,069 448 360 69 150 240 10.43 12.6% 2018 28 2,090 3,749 2,660 1,089 469 506 65 149 228 8.14 12.5% TOTAL 110 8,427 15,649 10,771 4,878 1,996 1,836 258 597 951 8.65 12.8% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,259 3,990 2,841 1,149 495 468 56 166 243 8.10 12.4% 2016 28 2,100 3,896 2,680 1,216 534 465 68 161 235 8.39 13.7% 2017 28 2,184 4,016 2,714 1,302 494 471 76 162 277 9.89 12.3% 2018 30 2,385 4,551 3,051 1,500 602 564 67 183 270 9.00 13.2% TOTAL 116 8,928 16,684 11,286 5,398 2,125 1,968 267 672 1,025 8.84 12.7% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 30 2,364 4,193 2,874 1,319 609 500 49 152 236 7.87 14.5% 2016 30 2,326 4,216 2,932 1,284 546 504 70 168 245 8.17 13.0% 2017 29 2,182 3,727 2,681 1,046 480 512 67 180 251 8.66 12.9% 2018 30 2,251 3,963 2,902 1,061 490 489 64 178 261 8.70 12.4% TOTAL 119 9,123 16,347 11,389 4,958 2,125 2,005 250 678 993 8.34 13.0% STATS YEAR G AB CP B S E K HR BB R R/G ERR 2015 23 1,702 3,128 2,173 955 391 342 50 118 187 8.13 12.5% 2016 29 2,183 3,828 2,726 1,102 488 456 67 160 254 8.76 12.7% 2017 27 2,050 3,815 2,663 1,152 498 468 71 179 226 8.37 13.1% 2018 29 2,188 4,038 2,734 1,304 456 475 58 172 256 8.83 11.3% TOTAL 108 8,123 15,230 10,296 4,934 1,833 1,741 246 629 923 8.55 12.0%

ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.4% -0.33 67.24 80.65 2016 11.1% -0.39 60.81 71.96 2017 12.7% -0.17 82.54 95.21 2018 13.1% -0.12 87.75 100.86 TOTAL 12.4% -0.24 75.56 87.99 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.0% -0.07 93.00 107.01 2016 14.0% 0.04 104.39 118.43 2017 12.6% 0.04 103.87 116.45 2018 11.2% -0.03 97.05 108.22 TOTAL 12.9% 0.00 100.03 112.89 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.9% -0.02 97.53 111.39 2016 12.5% -0.13 86.94 99.44 2017 12.9% 0.01 101.22 114.14 2018 11.5% -0.01 98.95 110.44 TOTAL 12.6% -0.04 96.05 108.65 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.9% 0.12 112.20 125.13 2016 12.6% 0.18 118.23 130.81 2017 12.2% -0.02 97.92 110.10 2018 11.5% -0.06 94.27 105.79 TOTAL 12.1% 0.07 106.70 118.84 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.8% 0.18 117.85 132.65 2016 13.9% 0.10 109.59 123.51 2017 12.9% 0.09 109.01 121.92 2018 12.4% 0.01 101.49 113.91 TOTAL 13.2% 0.11 111.32 124.57 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 15.5% -0.18 82.27 97.77 2016 14.0% 0.08 107.82 121.82 2017 13.0% -0.02 98.36 111.36 2018 13.4% -0.01 99.14 112.53 TOTAL 13.8% -0.03 96.92 110.73 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 16.6% 0.89 189.19 205.76 TOTAL 16.9% 1.04 203.67 220.57 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.2% -0.28 71.65 83.84 2016 13.7% -0.19 81.50 95.17 2017 12.1% -0.22 77.89 89.94 2018 11.4% -0.17 83.43 94.79 TOTAL 12.0% -0.23 77.44 89.46 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 15.3% -0.23 76.94 92.24 2016 15.0% -0.21 79.25 94.26 2017 14.5% -0.11 88.83 103.31 2018 12.4% -0.20 80.21 92.64 TOTAL 14.1% -0.17 82.63 96.78 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.2% 0.01 100.98 115.16 2016 13.3% -0.01 99.34 112.61 2017 12.5% 0.15 115.16 127.63 2018 11.8% 0.03 102.85 114.67 TOTAL 12.4% 0.05 105.14 117.54 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 15.0% 0.02 101.71 116.73 2016 14.1% -0.03 96.61 110.69 TOTAL 14.5% 0.14 114.01 128.52 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 15.2% -0.02 97.94 113.16 2016 13.1% -0.29 71.28 84.34 2017 13.8% -0.04 96.05 109.84 2018 12.0% -0.14 86.42 98.41 TOTAL 12.9% -0.12 87.50 100.40 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.1% -0.01 98.96 113.10 2016 13.3% -0.10 89.94 103.24 2017 12.0% -0.16 84.28 96.24 2018 14.3% 0.17 116.95 131.28 TOTAL 13.7% 0.02 102.31 115.98 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 15.7% 0.06 106.08 121.75 2016 14.0% 0.06 106.33 120.33 2017 12.3% -0.19 81.17 93.50 2018 13.8% 0.06 105.96 119.73 TOTAL 13.1% -0.03 97.15 110.28 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 16.7% 0.33 133.27 149.97 2017 12.7% 0.02 102.30 115.03 2018 12.6% 0.02 101.87 114.43 TOTAL 13.3% 0.05 104.59 117.90 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.8% 0.36 136.04 150.79 2016 12.9% -0.12 88.35 101.27 2017 10.3% -0.20 80.48 90.83 2018 10.9% -0.03 96.56 107.42 TOTAL 11.4% -0.11 88.83 100.22 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.0% -0.07 93.22 106.18 2016 12.3% -0.15 84.73 97.07 2017 13.1% 0.12 111.78 124.91 2018 12.3% 0.00 100.43 112.74 TOTAL 12.6% -0.03 96.89 109.51 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.4% -0.16 84.35 97.75 2016 11.5% -0.17 83.34 94.88 2017 12.5% -0.07 93.22 105.68 2018 11.7% -0.12 87.84 99.58 TOTAL 12.2% -0.13 87.38 99.60 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.1% -0.11 88.81 101.95 2016 14.9% 0.17 117.41 132.36 2017 11.9% -0.13 86.57 98.43 2018 12.3% -0.01 98.82 111.12 TOTAL 12.6% -0.11 89.26 101.84 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.3% 0.06 106.03 118.32 2016 11.6% -0.10 90.40 102.03 2017 12.4% -0.13 87.50 99.93 2018 12.4% 0.01 101.19 113.61 TOTAL 11.6% -0.06 94.50 106.09 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.0% -0.11 88.62 100.64 2016 13.0% 0.05 105.02 117.99 2017 11.7% -0.01 99.04 110.74 2018 11.7% 0.19 119.29 131.03 TOTAL 11.9% 0.04 104.12 115.98 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.0% -0.14 86.21 100.25 2016 14.3% 0.12 111.84 126.13 2017 12.5% -0.19 81.06 93.54 2018 12.0% 0.00 100.01 112.04 TOTAL 12.9% -0.13 87.23 100.15 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.5% -0.28 71.62 84.15 2016 12.9% 0.05 105.42 118.36 2017 11.7% 0.14 113.80 125.55 TOTAL 12.5% 0.04 103.58 116.09 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.4% -0.05 95.10 108.54 2016 13.3% 0.06 106.08 119.37 2017 12.7% -0.06 94.25 106.98 2018 11.8% -0.08 91.58 103.38 TOTAL 12.3% -0.02 97.52 109.87 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.6% -0.01 98.92 112.56 2016 12.2% -0.07 92.66 104.89 2017 13.3% 0.09 108.68 122.02 2018 11.7% 0.01 100.91 112.65 TOTAL 12.5% 0.00 99.82 112.30 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.4% 0.09 109.32 122.76 2016 13.3% 0.19 119.41 132.73 2017 16.2% 0.80 179.95 196.14 TOTAL 13.6% 0.30 129.50 143.14 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.7% -0.10 89.92 103.66 2016 12.1% -0.14 85.95 98.09 2017 12.5% -0.11 89.37 101.86 2018 14.0% 0.02 102.16 116.16 TOTAL 12.4% -0.09 91.43 103.80 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 15.6% 0.23 122.71 138.29 2016 14.3% 0.11 111.26 125.60 2017 13.5% 0.10 109.70 123.17 2018 13.5% -0.02 97.83 111.34 TOTAL 14.5% 0.18 117.99 132.51 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.3% 0.09 108.90 121.17 2016 13.7% 0.18 117.89 131.63 2017 11.0% -0.09 91.39 102.36 TOTAL 12.1% 0.14 114.33 126.40 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 15.9% 0.35 134.92 150.81 2016 14.0% 0.05 104.91 118.87 2017 12.1% -0.08 91.83 103.93 2018 11.5% -0.10 90.33 101.82 TOTAL 13.0% 0.05 105.06 118.06 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.4% -0.27 73.46 87.83 2016 14.5% -0.16 83.65 98.19 2017 14.9% -0.09 90.59 105.46 2018 14.0% -0.10 90.05 104.09 TOTAL 13.7% -0.19 80.53 94.23 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.3% 0.23 123.17 137.49 2016 13.8% -0.04 95.52 109.33 2017 15.5% 0.29 128.93 144.41 2018 13.2% 0.28 127.83 141.00 TOTAL 13.6% 0.19 119.40 133.04 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.2% -0.38 61.90 75.06 2016 13.7% -0.14 86.04 99.71 2017 10.6% -0.42 57.83 68.43 2018 11.7% -0.21 78.93 90.64 TOTAL 11.8% -0.30 69.53 81.29 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.1% 0.11 110.72 124.80 2016 13.7% 0.05 105.06 118.71 2017 12.1% 0.01 101.06 113.16 2018 13.6% 0.08 108.23 121.85 TOTAL 13.1% 0.06 106.37 119.42 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.8% -0.23 77.43 90.19 2016 12.7% -0.07 93.20 105.88 2017 11.2% -0.13 86.95 98.11 2018 12.5% -0.10 90.47 102.99 TOTAL 11.9% -0.12 87.59 99.50 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.8% -0.01 98.70 112.54 2016 12.9% 0.08 107.73 120.58 2017 11.8% -0.09 90.95 102.72 2018 14.1% 0.15 114.95 129.08 TOTAL 12.6% 0.04 103.72 116.34 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.0% 0.16 115.66 129.65 2016 12.6% 0.08 108.35 120.92 2017 12.1% -0.05 94.88 106.99 2018 12.9% 0.11 111.20 124.11 TOTAL 12.9% 0.09 109.11 121.97 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.4% 0.06 105.80 118.24 2016 13.1% 0.15 115.24 128.30 2017 11.9% -0.03 96.83 108.69 2018 11.9% 0.02 101.55 113.40 TOTAL 12.0% 0.06 105.78 117.81 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.1% -0.09 90.91 104.99 2016 15.5% 0.03 102.99 118.54 2017 13.0% 0.02 101.95 114.99 2018 12.8% -0.03 97.21 110.04 TOTAL 13.2% -0.02 98.08 111.30 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.3% 0.05 105.11 118.42 2016 13.0% 0.00 99.88 112.89 2017 12.5% 0.08 108.19 120.73 2018 11.2% 0.02 102.19 113.42 TOTAL 12.3% 0.03 103.42 115.73 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2018 11.6% -0.05 94.81 106.45 TOTAL 11.5% -0.25 74.80 86.32 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.8% 0.10 110.29 123.05 2016 12.9% -0.02 98.26 111.17 2017 12.7% 0.01 100.67 113.39 2018 13.3% 0.26 125.96 139.25 TOTAL 13.0% 0.10 109.94 122.93 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.0% -0.14 86.22 100.18 2016 13.9% 0.07 107.32 121.23 2017 14.3% 0.02 101.68 115.95 2018 11.6% -0.07 93.14 104.76 TOTAL 13.4% -0.02 98.06 111.46 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2018 12.5% -0.14 86.14 98.60 TOTAL 12.3% -0.33 67.38 79.70 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 16.3% 0.43 142.58 158.91 2016 15.1% 0.32 132.19 147.28 2017 13.2% 0.14 114.13 127.32 2018 12.7% 0.00 100.10 112.84 TOTAL 14.0% 0.18 117.64 131.63 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.7% 0.16 116.38 130.04 2016 12.8% 0.20 120.48 133.29 2017 12.7% 0.14 113.77 126.51 2018 13.3% 0.08 107.58 120.88 TOTAL 12.9% 0.14 114.28 127.14 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 13.5% 0.12 111.54 125.01 2016 12.2% -0.18 81.89 94.13 TOTAL 12.8% 0.08 108.49 121.26 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 12.9% -0.14 85.80 98.74 2016 13.3% -0.10 89.86 103.12 2017 12.9% -0.01 99.31 112.21 2018 12.3% -0.04 96.14 108.45 TOTAL 12.5% -0.07 92.51 105.06 ADVANCED METRICS YEAR ERR+ ERDZ ERDZ 100 HARPER 2015 14.1% -0.11 89.24 103.30 2016 14.4% -0.15 85.15 99.54 2017 13.6% -0.03 96.63 110.19 2018 11.9% -0