data/baseball.R
In kwstat/corrgram: Plot a Correlogram
"baseball" <-
structure(list(Name = structure(as.integer(c(14, 7, 11, 12, 1,
2, 6, 3, 13, 4, 8, 10, 5, 9, 20, 25, 44, 15, 42, 43, 18, 36,
30, 31, 21, 39, 32, 29, 22, 40, 37, 26, 33, 41, 34, 23, 38, 35,
19, 28, 16, 24, 27, 17, 45, 58, 59, 46, 54, 57, 53, 63, 61, 47,
56, 48, 49, 55, 50, 52, 62, 60, 51, 82, 94, 90, 64, 81, 78, 83,
65, 66, 95, 79, 97, 74, 75, 77, 67, 93, 84, 87, 91, 80, 72, 96,
85, 76, 68, 69, 92, 70, 73, 71, 89, 88, 86, 101, 102, 99, 100,
103, 98, 104, 108, 106, 105, 107, 118, 121, 119, 127, 112, 122,
120, 113, 128, 109, 123, 111, 114, 126, 115, 116, 110, 125, 129,
117, 124, 134, 136, 130, 133, 131, 135, 132, 137, 171, 172, 138,
168, 158, 143, 169, 174, 157, 150, 175, 151, 165, 139, 144, 161,
140, 152, 162, 141, 159, 167, 153, 145, 166, 146, 154, 148, 163,
173, 164, 160, 147, 155, 156, 170, 149, 142, 187, 181, 189, 182,
176, 186, 183, 177, 178, 179, 184, 185, 188, 180, 197, 195, 191,
194, 196, 198, 190, 192, 201, 193, 199, 200, 212, 209, 213, 214,
215, 202, 216, 203, 211, 204, 217, 218, 205, 219, 206, 208, 220,
221, 207, 223, 224, 225, 210, 222, 226, 229, 227, 228, 230, 231,
238, 239, 232, 235, 236, 237, 233, 234, 240, 253, 248, 254, 263,
260, 255, 252, 264, 241, 242, 259, 265, 250, 249, 271, 256, 257,
243, 266, 251, 244, 268, 267, 272, 245, 258, 270, 269, 246, 261,
247, 262, 280, 277, 278, 273, 274, 275, 281, 282, 276, 279, 283,
305, 284, 299, 300, 285, 291, 301, 306, 288, 298, 304, 292, 289,
297, 293, 302, 303, 307, 286, 308, 309, 290, 294, 287, 295, 296,
311, 312, 310, 317, 316, 319, 318, 313, 320, 314, 315, 321, 322
)), .Label = c("A Galarraga ", "A Griffin ", "A Salazar ",
"A Thornton ", "A Van.Slyke ", "Al Newman ", "Alan Ashby ",
"Alan Trammell ", "Alan Wiggins ", "Alex Trevino ", "Alvin Davis ",
"Andre Dawson ", "Andres Thomas ", "Andy Allanson ", "B Biancalana ",
"B Robidoux ", "B Schroeder ", "Barry Bonds ", "Ben Oglivie ",
"Bill Almon ", "Bill Buckner ", "Bill Doran ", "Bill Madlock ",
"Bill Russell ", "Billy Beane ", "Billy Hatcher ", "Billy Sample ",
"Bip Roberts ", "Bo Diaz ", "Bob Boone ", "Bob Brenly ",
"Bob Dernier ", "Bob Horner ", "Bob Kearney ", "Bob Melvin ",
"Bobby Bonilla ", "Bobby Grich ", "Bobby Meacham ", "Brett Butler ",
"Brian Downing ", "Brook Jacoby ", "Bruce Bochte ", "Bruce Bochy ",
"Buddy Bell ", "Butch Wynegar ", "C Castillo ", "C Lansford ",
"C Maldonado ", "C Martinez ", "C Reynolds ", "C Wilkerson ",
"Cal Ripken ", "Carlton Fisk ", "Cecil Cooper ", "Charlie Moore ",
"Chet Lemon ", "Chili Davis ", "Chris Bando ", "Chris Brown ",
"Chris Speier ", "Cliff Johnson ", "Cory Snyder ", "Curt Ford ",
"D Bilardello ", "D Concepcion ", "D Daulton ", "D Henderson ",
"D Porter ", "D Schofield ", "D Strawberry ", "D Tartabull ",
"Dale Murphy ", "Dale Sveum ", "Damaso Garcia ", "Dan Gladden ",
"Dan Pasqua ", "Danny Heep ", "Darnell Coles ", "Darrell Evans ",
"Darryl Motley ", "Daryl Boston ", "Dave Anderson ", "Dave Collins ",
"Dave Kingman ", "Dave Parker ", "Dave Winfield ", "Davey Lopes ",
"Denny Walling ", "Dickie Thon ", "Don Baylor ", "Don Mattingly ",
"Don Slaught ", "Donnie Hill ", "Doug Baker ", "Doug DeCinces ",
"Dwayne Murphy ", "Dwight Evans ", "Ed Romero ", "Eddie Milner ",
"Eddie Murray ", "Enos Cabell ", "Eric Davis ", "Ernest Riles ",
"Ernie Whitt ", "F Stubbs ", "Floyd Rayford ", "Frank White ",
"Fred Lynn ", "G Hendrick ", "G Templeton ", "Garth Iorg ",
"Gary Carter ", "Gary Gaetti ", "Gary Matthews ", "Gary Pettis ",
"Gary Redus ", "Gary Ward ", "George Bell ", "George Brett ",
"George Foster ", "Glenn Braggs ", "Glenn Davis ", "Glenn Hubbard ",
"Glenn Wilson ", "Gorman Thomas ", "Graig Nettles ", "Greg Brock ",
"Greg Gagne ", "Greg Walker ", "H Johnson ", "H Reynolds ",
"H Winningham ", "Hal McRae ", "Harold Baines ", "Harry Spilman ",
"Hubie Brooks ", "J Barfield ", "J Cangelosi ", "J Hairston ",
"J Leonard ", "J Mumphrey ", "J Youngblood ", "Jack Clark ",
"Jack Howell ", "Jamie Quirk ", "Jeff Reed ", "Jeff Stone ",
"Jerry Royster ", "Jerry Willard ", "Jim Dwyer ", "Jim Gantner ",
"Jim Morrison ", "Jim Presley ", "Jim Rice ", "Jim Sundberg ",
"Jim Traber ", "Jody Davis ", "Joe Carter ", "Joe Orsulak ",
"Joel Skinner ", "John Kruk ", "John Moses ", "John Russell ",
"John Shelby ", "Johnny Grubb ", "Johnny Ray ", "Jorge Orta ",
"Jose Canseco ", "Jose Cruz ", "Jose Uribe ", "Juan Beniquez ",
"Juan Bonilla ", "Juan Samuel ", "Julio Cruz ", "Julio Franco ",
"K Hernandez ", "K McReynolds ", "K Mitchell ", "K Moreland ",
"K Stillwell ", "Kal Daniels ", "Ken Griffey ", "Ken Landreaux ",
"Ken Oberkfell ", "Ken Phelps ", "Kent Hrbek ", "Kevin Bass ",
"Kirby Puckett ", "Kirk Gibson ", "Lance Parrish ", "Larry Herndon ",
"Larry Parrish ", "Larry Sheets ", "Lee Lacy ", "Len Dykstra ",
"Len Matuszek ", "Leon Durham ", "Lloyd Moseby ", "Lonnie Smith ",
"Lou Whitaker ", "Luis Rivera ", "M Duncan ", "M Fitzgerald ",
"M Hatcher ", "M LaValliere ", "M Pagliarulo ", "M Tettleton ",
"Mark Salas ", "Marty Barrett ", "Marvell Wynne ", "Mel Hall ",
"Mike Aldrete ", "Mike Brown ", "Mike Davis ", "Mike Diaz ",
"Mike Easler ", "Mike Heath ", "Mike Kingery ", "Mike Marshall ",
"Mike Schmidt ", "Mike Scioscia ", "Mike Young ", "Milt Thompson ",
"Mitch Webster ", "Mookie Wilson ", "Nick Esasky ", "O McDowell ",
"Omar Moreno ", "Ozzie Guillen ", "Ozzie Smith ", "Ozzie Virgil ",
"P Incaviglia ", "Pat Sheridan ", "Pat Tabler ", "Paul Molitor ",
"Pete O'Brien ", "Pete Rose ", "Phil Bradley ", "Phil Garner ",
"R Belliard ", "R Henderson ", "R Jackson ", "R Mulliniks ",
"R Ramirez ", "R Santana ", "R Thompson ", "R Williams ",
"Randy Bush ", "Randy Kutcher ", "Ray Knight ", "Rey Quinones ",
"Rich Gedman ", "Rick Burleson ", "Rick Cerone ", "Rick Dempsey ",
"Rick Leach ", "Rick Manning ", "Rick Schu ", "Ricky Jones ",
"Rob Deer ", "Rob Wilfong ", "Robin Yount ", "Ron Cey ",
"Ron Hassey ", "Ron Kittle ", "Ron Oester ", "Ron Roenicke ",
"Ronn Reynolds ", "Roy Smalley ", "Ruben Sierra ", "Rudy Law ",
"Ryne Sandberg ", "S Buechele ", "S Dunston ", "S Fletcher ",
"S Lombardozzi ", "Scott Bradley ", "Sid Bream ", "Spike Owen ",
"Steve Balboni ", "Steve Garvey ", "Steve Jeltz ", "Steve Sax ",
"T Bernazard ", "T Fernandez ", "T Pendleton ", "Ted Simmons ",
"Terry Harper ", "Terry Kennedy ", "Terry Puhl ", "Tim Flannery ",
"Tim Hulett ", "Tim Laudner ", "Tim Raines ", "Tim Teufel ",
"Tim Wallach ", "Tito Landrum ", "Toby Harrah ", "Tom Brookens ",
"Tom Brunansky ", "Tom Foley ", "Tom O'Malley ", "Tom Paciorek ",
"Tommy Herr ", "Tony Armas ", "Tony Gwynn ", "Tony Pena ",
"Tony Perez ", "Tony Phillips ", "Vance Law ", "Vince Coleman ",
"Von Hayes ", "W Krenchicki ", "W Randolph ", "W Tolleson ",
"Wade Boggs ", "Wally Backman ", "Wally Joyner ", "Will Clark ",
"Willie McGee ", "Willie Upshaw ", "Willie Wilson "), class = "factor"),
League = structure(as.integer(c(1, 2, 1, 2, 2, 1, 2, 1, 2,
1, 1, 2, 2, 1, 2, 1, 2, 1, 1, 2, 2, 1, 1, 2, 1, 1, 2, 2,
2, 1, 1, 2, 2, 1, 1, 2, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 2,
1, 1, 2, 1, 2, 1, 1, 1, 2, 2, 1, 2, 1, 1, 2, 1, 2, 1, 1,
2, 1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 1, 2, 1, 1, 2,
1, 2, 1, 1, 1, 1, 2, 1, 1, 2, 2, 1, 2, 2, 2, 1, 1, 1, 1,
1, 1, 2, 1, 1, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 1, 2, 2, 1,
2, 2, 1, 1, 1, 2, 1, 2, 2, 1, 1, 2, 2, 1, 1, 1, 1, 1, 1,
2, 2, 1, 2, 1, 1, 1, 1, 1, 1, 2, 2, 2, 1, 2, 2, 1, 1, 1,
2, 1, 1, 2, 2, 2, 1, 1, 2, 1, 1, 2, 1, 2, 2, 2, 1, 1, 2,
1, 2, 2, 2, 2, 2, 1, 1, 2, 2, 2, 1, 1, 2, 1, 1, 1, 2, 1,
1, 1, 2, 1, 2, 1, 2, 2, 1, 2, 1, 1, 2, 1, 2, 2, 1, 1, 2,
2, 1, 2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 1, 2, 1, 1, 1, 2,
1, 1, 2, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 1, 1,
1, 1, 2, 1, 2, 2, 2, 2, 2, 2, 1, 1, 2, 1, 2, 1, 1, 1, 2,
1, 2, 1, 2, 2, 1, 1, 2, 1, 1, 1, 1, 1, 2, 2, 2, 2, 1, 2,
1, 2, 2, 1, 1, 1, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2,
1, 2, 1, 2, 2, 1, 1, 1, 1)), .Label = c("A", "N"), class = "factor"),
Team = structure(as.integer(c(8, 10, 22, 15, 15, 18, 15,
11, 1, 8, 9, 12, 24, 2, 20, 14, 7, 11, 18, 21, 20, 5, 4,
23, 3, 8, 6, 7, 10, 4, 4, 10, 1, 8, 22, 12, 16, 23, 13, 21,
13, 12, 1, 13, 16, 8, 23, 8, 13, 23, 5, 24, 26, 18, 9, 23,
21, 13, 10, 2, 8, 6, 25, 12, 18, 3, 15, 5, 9, 9, 7, 19, 4,
9, 3, 26, 23, 17, 22, 18, 18, 6, 16, 11, 1, 18, 7, 16, 25,
4, 25, 17, 13, 22, 10, 10, 16, 12, 7, 7, 2, 13, 3, 26, 2,
2, 12, 11, 26, 13, 11, 12, 17, 10, 17, 14, 14, 4, 1, 26,
6, 21, 4, 19, 21, 22, 5, 25, 19, 5, 15, 17, 11, 22, 23, 15,
26, 2, 2, 5, 18, 8, 24, 10, 5, 6, 2, 8, 13, 9, 5, 4, 21,
23, 20, 22, 6, 20, 11, 22, 11, 20, 14, 3, 21, 19, 19, 2,
5, 19, 11, 2, 23, 18, 23, 10, 7, 9, 16, 17, 14, 12, 21, 17,
6, 1, 22, 14, 7, 6, 17, 9, 2, 12, 26, 9, 25, 15, 2, 11, 9,
23, 3, 20, 18, 20, 12, 16, 15, 8, 14, 24, 11, 24, 12, 16,
14, 19, 12, 18, 19, 15, 17, 21, 2, 7, 5, 25, 1, 24, 1, 22,
10, 25, 13, 25, 7, 9, 8, 20, 4, 14, 13, 6, 13, 2, 3, 16,
16, 4, 4, 5, 17, 23, 11, 26, 13, 26, 7, 3, 1, 20, 19, 6,
17, 19, 25, 14, 23, 4, 12, 13, 11, 22, 20, 25, 6, 25, 21,
19, 14, 22, 12, 3, 8, 9, 14, 26, 21, 15, 21, 1, 25, 24, 5,
21, 24, 14, 2, 25, 20, 24, 7, 18, 10, 15, 1, 17, 15, 24,
19, 15, 17, 3, 23, 4, 15, 24, 16, 5, 26, 11)), .Label = c("ATL",
"BAL", "BOS", "CAL", "CHA", "CHN", "CIN", "CLE", "DET", "HOU",
"KC ", "LA ", "MIL", "MIN", "MON", "NYA", "NYN", "OAK", "PHI",
"PIT", "SD ", "SEA", "SF ", "STL", "TEX", "TOR"), class = "factor"),
Position = structure(as.integer(c(4, 4, 1, 5, 1, 7, 2, 7,
7, 6, 7, 4, 5, 2, 8, 5, 3, 7, 1, 4, 5, 5, 4, 4, 1, 5, 5,
4, 2, 5, 2, 5, 1, 3, 4, 3, 7, 4, 6, 2, 1, 8, 5, 8, 4, 4,
3, 5, 1, 5, 4, 5, 6, 3, 5, 5, 5, 4, 7, 7, 5, 3, 2, 3, 5,
6, 4, 5, 3, 5, 8, 4, 3, 1, 5, 2, 5, 5, 5, 2, 6, 3, 1, 5,
5, 5, 5, 5, 4, 7, 4, 5, 3, 5, 7, 3, 5, 1, 5, 5, 1, 7, 7,
4, 5, 3, 5, 2, 5, 5, 3, 1, 4, 1, 5, 3, 7, 5, 2, 3, 5, 3,
5, 5, 7, 6, 1, 5, 5, 5, 7, 3, 6, 2, 1, 5, 5, 8, 2, 5, 5,
5, 1, 5, 2, 4, 6, 7, 2, 6, 8, 3, 5, 5, 3, 5, 5, 5, 6, 3,
4, 2, 4, 5, 8, 4, 2, 5, 4, 5, 4, 8, 7, 4, 5, 5, 5, 5, 5,
1, 1, 5, 5, 5, 5, 3, 6, 5, 7, 1, 5, 5, 5, 5, 5, 4, 6, 7,
6, 5, 2, 1, 2, 5, 5, 5, 7, 6, 4, 5, 8, 4, 5, 4, 5, 3, 4,
3, 4, 4, 5, 5, 5, 5, 5, 1, 7, 5, 5, 7, 4, 5, 3, 5, 3, 1,
1, 5, 1, 7, 8, 5, 4, 3, 5, 4, 4, 4, 5, 6, 5, 6, 3, 5, 5,
6, 5, 3, 2, 7, 7, 5, 5, 2, 7, 3, 5, 6, 2, 2, 5, 5, 1, 4,
1, 3, 7, 7, 1, 7, 2, 7, 2, 5, 2, 8, 5, 7, 2, 8, 5, 5, 2,
2, 3, 4, 5, 4, 3, 8, 4, 3, 1, 2, 5, 5, 8, 2, 3, 5, 1, 2,
2, 3, 1, 1, 1, 5, 2, 3, 1, 5)), .Label = c("1B", "2B", "3B",
"C ", "OF", "DH", "SS", "UT"), class = "factor"), Atbat = as.integer(c(293,
315, 479, 496, 321, 594, 185, 298, 323, 401, 574, 202, 418,
239, 196, 183, 568, 190, 407, 127, 413, 426, 22, 472, 629,
587, 324, 474, 550, 513, 313, 419, 517, 583, 204, 379, 161,
268, 346, 241, 181, 216, 200, 217, 194, 254, 416, 205, 542,
526, 457, 214, 19, 591, 403, 405, 244, 235, 313, 627, 416,
155, 236, 216, 24, 585, 191, 199, 521, 419, 311, 138, 512,
507, 529, 424, 351, 195, 388, 339, 561, 255, 677, 227, 614,
329, 637, 280, 155, 458, 314, 475, 317, 511, 278, 382, 565,
277, 415, 424, 495, 524, 233, 395, 397, 210, 420, 566, 641,
215, 441, 325, 490, 574, 284, 596, 472, 283, 408, 327, 370,
354, 539, 340, 510, 315, 282, 380, 584, 570, 306, 220, 278,
445, 143, 185, 589, 343, 284, 438, 600, 663, 232, 479, 209,
528, 160, 599, 497, 210, 225, 151, 278, 341, 537, 399, 309,
401, 336, 616, 219, 579, 165, 618, 257, 315, 591, 404, 315,
249, 429, 212, 453, 161, 184, 591, 181, 441, 490, 551, 550,
283, 560, 328, 586, 503, 344, 680, 279, 484, 431, 283, 491,
199, 589, 327, 464, 166, 338, 508, 584, 216, 625, 243, 489,
209, 407, 490, 209, 442, 317, 288, 209, 303, 330, 504, 258,
20, 374, 211, 299, 576, 381, 288, 369, 330, 547, 572, 359,
514, 359, 526, 313, 540, 437, 551, 237, 236, 473, 309, 271,
357, 216, 256, 466, 327, 462, 341, 608, 419, 33, 376, 486,
186, 307, 246, 205, 348, 523, 312, 496, 126, 275, 627, 394,
208, 382, 459, 549, 288, 303, 522, 512, 220, 522, 461, 581,
530, 557, 439, 453, 528, 633, 16, 562, 281, 593, 687, 368,
263, 642, 265, 289, 559, 520, 19, 205, 193, 181, 213, 510,
578, 200, 441, 172, 580, 127, 279, 480, 600, 610, 360, 387,
580, 408, 593, 221, 497, 492, 475, 573, 631)), Hits = as.integer(c(66,
81, 130, 141, 87, 169, 37, 73, 81, 92, 159, 53, 113, 60,
43, 39, 158, 46, 104, 32, 92, 109, 10, 116, 168, 163, 73,
129, 152, 137, 84, 108, 141, 168, 49, 106, 36, 60, 98, 61,
41, 54, 57, 46, 40, 68, 132, 57, 140, 146, 101, 53, 7, 168,
101, 102, 58, 61, 78, 177, 113, 44, 56, 53, 3, 139, 37, 53,
142, 113, 81, 31, 131, 122, 137, 119, 97, 55, 103, 96, 118,
70, 238, 46, 163, 83, 174, 82, 41, 114, 83, 123, 78, 138,
69, 119, 148, 71, 115, 110, 151, 132, 49, 106, 114, 37, 95,
154, 198, 51, 128, 76, 125, 152, 64, 171, 118, 77, 94, 85,
96, 77, 139, 84, 126, 59, 78, 120, 158, 169, 104, 54, 70,
99, 39, 40, 170, 103, 69, 103, 144, 200, 55, 133, 45, 132,
39, 183, 136, 70, 61, 41, 86, 95, 147, 102, 94, 100, 93,
163, 47, 174, 39, 200, 66, 76, 157, 92, 73, 69, 91, 54, 101,
43, 47, 184, 58, 118, 150, 171, 147, 74, 161, 91, 159, 136,
85, 223, 64, 127, 127, 70, 141, 52, 149, 84, 128, 34, 92,
146, 157, 54, 179, 53, 131, 56, 93, 148, 59, 131, 88, 65,
54, 71, 77, 120, 60, 1, 94, 43, 75, 167, 110, 76, 93, 76,
137, 152, 84, 144, 80, 163, 83, 135, 123, 160, 52, 56, 154,
72, 77, 96, 56, 70, 108, 68, 119, 110, 160, 101, 6, 82, 145,
44, 80, 76, 52, 90, 135, 68, 119, 27, 68, 178, 86, 57, 101,
113, 149, 63, 84, 163, 117, 66, 140, 112, 145, 159, 142,
96, 103, 122, 210, 2, 169, 76, 152, 213, 103, 70, 211, 68,
63, 141, 120, 4, 43, 47, 46, 61, 147, 138, 51, 113, 42, 194,
32, 69, 112, 139, 186, 81, 124, 207, 117, 172, 53, 127, 136,
126, 144, 170)), Homer = as.integer(c(1, 7, 18, 20, 10, 4,
1, 0, 6, 17, 21, 4, 13, 0, 7, 3, 20, 2, 6, 8, 16, 3, 1, 16,
18, 4, 4, 10, 6, 20, 9, 6, 27, 17, 6, 10, 0, 5, 5, 1, 1,
0, 6, 7, 7, 2, 7, 8, 12, 13, 14, 2, 0, 19, 12, 18, 9, 3,
6, 25, 24, 6, 0, 1, 0, 31, 4, 5, 20, 1, 3, 8, 26, 29, 26,
6, 4, 5, 15, 4, 35, 7, 31, 7, 29, 9, 31, 16, 12, 13, 13,
27, 7, 25, 3, 13, 24, 2, 27, 15, 17, 9, 2, 16, 23, 8, 23,
22, 31, 4, 16, 16, 24, 31, 14, 34, 12, 14, 4, 3, 21, 16,
5, 11, 2, 16, 13, 5, 15, 21, 14, 10, 7, 1, 5, 4, 40, 6, 1,
2, 33, 29, 9, 10, 0, 21, 8, 10, 7, 13, 5, 4, 4, 6, 23, 3,
5, 2, 9, 27, 8, 7, 2, 20, 5, 13, 16, 11, 5, 6, 12, 13, 3,
4, 5, 20, 6, 28, 21, 13, 29, 4, 26, 12, 12, 5, 24, 31, 0,
20, 8, 8, 11, 9, 21, 22, 28, 0, 18, 8, 20, 2, 4, 4, 19, 12,
8, 14, 6, 18, 3, 8, 3, 3, 19, 28, 8, 0, 5, 10, 6, 8, 9, 7,
9, 12, 2, 18, 4, 0, 15, 12, 9, 30, 9, 23, 0, 6, 6, 0, 5,
7, 4, 13, 33, 13, 16, 9, 28, 18, 0, 21, 11, 7, 1, 5, 8, 11,
8, 2, 8, 3, 5, 14, 1, 8, 16, 20, 7, 3, 4, 9, 29, 5, 16, 18,
17, 3, 21, 0, 8, 1, 6, 0, 17, 3, 23, 10, 3, 1, 14, 8, 7,
2, 17, 1, 2, 10, 1, 4, 10, 1, 2, 5, 3, 9, 4, 4, 18, 0, 19,
5, 1, 8, 11, 22, 2, 7, 5, 3, 9, 9)), Runs = as.integer(c(30,
24, 66, 65, 39, 74, 23, 24, 26, 49, 107, 31, 48, 30, 29,
20, 89, 24, 57, 16, 72, 55, 4, 60, 73, 92, 32, 50, 92, 90,
42, 55, 70, 83, 23, 38, 19, 24, 31, 34, 15, 21, 23, 32, 19,
28, 57, 34, 46, 71, 42, 30, 1, 80, 45, 49, 28, 24, 32, 98,
58, 21, 27, 31, 1, 93, 12, 29, 67, 44, 42, 18, 69, 78, 86,
57, 55, 24, 59, 37, 70, 49, 117, 23, 89, 50, 89, 44, 21,
67, 39, 76, 35, 76, 24, 54, 90, 27, 97, 70, 61, 69, 41, 48,
67, 15, 55, 76, 101, 19, 70, 33, 81, 91, 30, 91, 63, 45,
42, 30, 49, 36, 93, 62, 42, 45, 37, 54, 70, 72, 50, 30, 22,
46, 18, 23, 107, 48, 33, 65, 85, 108, 34, 48, 38, 61, 18,
80, 58, 32, 32, 26, 33, 48, 58, 56, 37, 60, 35, 83, 24, 67,
13, 98, 31, 35, 90, 54, 23, 32, 41, 28, 46, 17, 20, 83, 34,
84, 69, 94, 85, 34, 89, 51, 72, 62, 69, 119, 31, 66, 77,
33, 77, 26, 89, 53, 67, 20, 42, 80, 95, 27, 94, 18, 77, 22,
47, 64, 20, 68, 40, 30, 25, 18, 47, 71, 28, 0, 36, 26, 38,
89, 61, 34, 43, 35, 58, 105, 46, 67, 45, 88, 43, 82, 62,
86, 15, 41, 61, 33, 35, 50, 22, 42, 75, 42, 49, 45, 130,
65, 2, 42, 51, 28, 42, 35, 31, 50, 52, 32, 57, 8, 42, 68,
38, 32, 50, 59, 73, 25, 35, 82, 54, 20, 73, 54, 66, 82, 58,
44, 53, 67, 91, 1, 88, 42, 69, 91, 48, 26, 107, 26, 36, 48,
53, 2, 24, 21, 19, 17, 56, 56, 14, 76, 17, 91, 14, 35, 50,
94, 107, 37, 67, 107, 66, 82, 21, 65, 76, 61, 85, 77)), RBI = as.integer(c(29,
38, 72, 78, 42, 51, 8, 24, 32, 66, 75, 26, 61, 11, 27, 15,
75, 8, 43, 22, 48, 43, 2, 62, 102, 51, 18, 56, 37, 95, 30,
36, 87, 80, 25, 60, 10, 25, 53, 12, 21, 18, 14, 19, 29, 26,
49, 32, 75, 70, 63, 29, 2, 72, 53, 85, 25, 39, 41, 81, 69,
23, 15, 15, 0, 94, 17, 22, 86, 27, 30, 21, 96, 85, 97, 46,
29, 33, 47, 29, 94, 35, 113, 20, 83, 39, 116, 45, 29, 57,
46, 93, 35, 96, 21, 58, 104, 29, 71, 47, 84, 47, 23, 56,
67, 19, 58, 84, 108, 18, 73, 52, 105, 101, 42, 108, 54, 47,
36, 44, 46, 55, 58, 33, 44, 36, 51, 51, 84, 88, 58, 39, 37,
24, 30, 11, 108, 36, 18, 32, 117, 121, 23, 72, 19, 74, 31,
74, 38, 51, 26, 21, 38, 42, 88, 34, 32, 19, 46, 107, 26,
78, 9, 110, 26, 60, 78, 49, 37, 19, 42, 44, 43, 26, 28, 79,
23, 86, 58, 83, 91, 29, 96, 43, 79, 48, 64, 96, 26, 65, 45,
37, 47, 28, 86, 62, 94, 13, 60, 44, 73, 25, 60, 26, 55, 36,
30, 78, 37, 77, 32, 36, 14, 30, 53, 71, 33, 0, 26, 35, 23,
49, 45, 37, 42, 41, 47, 49, 27, 54, 48, 50, 41, 88, 55, 90,
25, 19, 48, 31, 29, 45, 18, 36, 86, 29, 65, 49, 74, 58, 4,
60, 76, 16, 36, 39, 27, 45, 44, 22, 33, 10, 42, 76, 28, 25,
55, 57, 47, 33, 32, 46, 88, 28, 77, 54, 68, 50, 81, 36, 33,
45, 56, 0, 73, 25, 75, 65, 28, 23, 59, 30, 41, 61, 44, 3,
17, 29, 18, 22, 52, 59, 29, 52, 14, 62, 25, 31, 71, 29, 98,
44, 27, 71, 41, 100, 23, 48, 50, 43, 60, 44)), Walks = as.integer(c(14,
39, 76, 37, 30, 35, 21, 7, 8, 65, 59, 27, 47, 22, 30, 11,
73, 15, 65, 14, 65, 62, 1, 74, 40, 70, 22, 40, 81, 90, 39,
22, 52, 56, 12, 30, 17, 15, 30, 14, 33, 15, 14, 9, 30, 22,
33, 9, 41, 84, 22, 23, 1, 39, 39, 20, 35, 21, 12, 70, 16,
15, 11, 22, 2, 62, 14, 21, 45, 44, 26, 38, 52, 91, 97, 13,
39, 30, 39, 23, 33, 43, 53, 12, 75, 56, 56, 47, 22, 48, 16,
72, 32, 61, 29, 36, 77, 14, 68, 36, 78, 54, 18, 35, 53, 15,
37, 43, 41, 11, 80, 37, 62, 64, 24, 52, 30, 26, 66, 20, 60,
41, 69, 47, 35, 58, 29, 31, 42, 38, 25, 31, 18, 29, 15, 18,
69, 40, 25, 71, 65, 32, 45, 55, 42, 41, 22, 32, 26, 28, 26,
19, 45, 20, 47, 34, 26, 28, 23, 32, 17, 58, 16, 62, 32, 25,
26, 18, 16, 20, 57, 18, 61, 22, 18, 38, 22, 68, 35, 94, 71,
22, 66, 33, 53, 83, 88, 34, 30, 67, 58, 27, 37, 21, 64, 38,
52, 17, 21, 46, 63, 33, 65, 27, 34, 19, 30, 49, 27, 33, 19,
27, 12, 36, 27, 54, 18, 0, 62, 39, 26, 57, 32, 15, 49, 47,
12, 65, 21, 79, 63, 77, 30, 55, 40, 87, 30, 21, 29, 26, 33,
39, 15, 44, 72, 45, 37, 46, 89, 92, 7, 35, 40, 11, 29, 13,
17, 43, 52, 24, 21, 5, 61, 46, 36, 18, 22, 68, 42, 16, 23,
62, 43, 13, 60, 35, 21, 47, 23, 65, 52, 51, 59, 0, 53, 20,
53, 27, 54, 30, 52, 29, 44, 73, 21, 1, 20, 24, 17, 3, 53,
34, 25, 76, 15, 78, 12, 32, 44, 60, 74, 37, 36, 105, 34,
57, 22, 37, 94, 52, 78, 31)), Years = as.integer(c(1, 14,
3, 11, 2, 11, 2, 3, 2, 13, 10, 9, 4, 6, 13, 3, 15, 5, 12,
8, 1, 1, 6, 6, 18, 6, 7, 10, 5, 14, 17, 3, 9, 5, 7, 14, 4,
2, 16, 1, 2, 18, 9, 4, 11, 6, 3, 5, 16, 6, 17, 2, 4, 9, 12,
6, 4, 14, 12, 6, 1, 16, 4, 4, 3, 17, 4, 3, 4, 12, 17, 3,
14, 18, 15, 9, 4, 8, 6, 4, 16, 15, 5, 5, 11, 9, 14, 2, 16,
4, 5, 4, 1, 3, 8, 12, 14, 15, 3, 7, 10, 2, 8, 10, 13, 6,
3, 14, 5, 1, 14, 5, 13, 3, 18, 6, 4, 16, 9, 8, 15, 20, 5,
5, 11, 13, 5, 8, 5, 7, 7, 5, 18, 4, 9, 3, 6, 15, 5, 2, 2,
4, 12, 17, 10, 6, 14, 5, 11, 15, 11, 2, 1, 10, 10, 5, 13,
4, 15, 3, 12, 6, 3, 13, 14, 3, 4, 6, 4, 4, 13, 2, 3, 3, 11,
5, 1, 8, 14, 13, 6, 10, 4, 2, 9, 10, 7, 3, 1, 7, 2, 12, 15,
6, 7, 10, 13, 1, 3, 9, 10, 1, 5, 4, 7, 2, 2, 13, 4, 6, 8,
9, 1, 3, 6, 3, 3, 2, 7, 3, 3, 4, 7, 4, 5, 4, 2, 2, 12, 9,
7, 4, 14, 1, 9, 5, 24, 5, 6, 5, 12, 5, 12, 16, 3, 18, 7,
9, 8, 20, 1, 5, 11, 1, 7, 6, 12, 10, 9, 1, 7, 4, 6, 6, 4,
3, 1, 12, 1, 10, 2, 13, 6, 3, 4, 2, 2, 6, 18, 4, 2, 4, 6,
2, 8, 8, 6, 4, 8, 4, 5, 7, 17, 8, 4, 1, 7, 6, 5, 17, 7, 3,
23, 5, 10, 8, 19, 4, 7, 2, 6, 7, 7, 5, 1, 1, 8, 5, 12, 6,
8, 11)), Atbatc = as.integer(c(293, 3449, 1624, 5628, 396,
4408, 214, 509, 341, 5206, 4631, 1876, 1512, 1941, 3231,
201, 8068, 479, 5233, 727, 413, 426, 84, 1924, 8424, 2695,
1931, 2331, 2308, 5201, 6890, 591, 3571, 1646, 1309, 6207,
1053, 350, 5913, 241, 232, 7318, 2516, 694, 4183, 999, 932,
756, 7099, 2648, 6521, 226, 41, 4478, 5150, 950, 1335, 3926,
3742, 3210, 416, 6631, 1115, 926, 159, 7546, 773, 514, 815,
4484, 8247, 244, 5347, 7761, 6661, 3651, 1258, 1313, 2174,
1064, 6677, 6311, 2223, 1325, 5017, 3828, 6727, 428, 5409,
1350, 1457, 1810, 317, 592, 2079, 2133, 7287, 5952, 711,
2130, 5624, 972, 1350, 2303, 5589, 994, 646, 6100, 2129,
215, 6675, 1506, 6063, 985, 7023, 2862, 793, 6840, 3573,
2140, 6986, 8716, 1469, 1516, 5562, 4677, 1649, 3118, 2358,
3754, 2954, 1185, 7186, 618, 639, 524, 2325, 4338, 1407,
440, 696, 1447, 4405, 7472, 3859, 2641, 2128, 2482, 3871,
4040, 1568, 288, 278, 2964, 2744, 670, 4618, 876, 5779, 1437,
1188, 3053, 196, 7127, 3910, 630, 2020, 1354, 450, 702, 5590,
233, 948, 707, 3327, 1689, 181, 2723, 6126, 6090, 2816, 3919,
1789, 342, 3082, 3423, 911, 1928, 279, 3006, 667, 4479, 4291,
805, 3558, 4273, 5829, 166, 682, 3148, 4704, 216, 1696, 853,
2051, 216, 969, 3400, 884, 1416, 2543, 2815, 209, 344, 1928,
1085, 638, 41, 1968, 498, 580, 822, 3015, 1644, 1258, 1367,
1038, 978, 4992, 4739, 1493, 1556, 5885, 540, 4139, 2235,
14053, 1257, 1966, 354, 4933, 1394, 2796, 7058, 652, 3949,
2131, 2331, 4071, 9528, 33, 1770, 3967, 186, 2421, 912, 5134,
2288, 3368, 312, 3358, 239, 961, 3146, 1089, 653, 382, 5348,
549, 2682, 312, 7037, 1750, 290, 730, 680, 831, 1619, 8759,
711, 507, 1716, 3070, 28, 3181, 2658, 2765, 1518, 1897, 888,
2364, 1337, 7402, 3162, 927, 19, 854, 1136, 937, 4061, 2872,
1399, 9778, 1546, 4086, 3372, 8396, 1359, 3031, 1236, 2728,
2268, 1775, 2778, 408, 593, 1063, 2703, 5511, 1700, 3198,
4908)), Hitsc = as.integer(c(66, 835, 457, 1575, 101, 1133,
42, 108, 86, 1332, 1300, 467, 392, 510, 825, 42, 2273, 102,
1478, 180, 92, 109, 26, 489, 2464, 747, 491, 604, 633, 1382,
1833, 149, 994, 452, 308, 1906, 244, 78, 1615, 61, 50, 1926,
684, 160, 1069, 236, 273, 192, 2130, 715, 1767, 59, 13, 1307,
1429, 231, 333, 1029, 968, 927, 113, 1634, 270, 210, 28,
1982, 163, 120, 205, 1231, 2198, 53, 1397, 1947, 1785, 1046,
353, 338, 555, 290, 1575, 1661, 737, 324, 1388, 948, 2024,
113, 1338, 298, 405, 471, 78, 164, 565, 594, 2083, 1647,
184, 544, 1679, 260, 336, 571, 1632, 244, 139, 1583, 610,
51, 2095, 351, 1646, 260, 1925, 728, 187, 1910, 866, 568,
1972, 2172, 369, 376, 1578, 1051, 453, 900, 636, 1077, 822,
299, 2081, 129, 151, 125, 634, 1193, 361, 103, 173, 404,
1213, 2147, 916, 671, 543, 715, 1066, 1130, 408, 68, 86,
808, 730, 167, 1330, 238, 1610, 377, 286, 880, 44, 2163,
979, 151, 541, 325, 108, 209, 1397, 59, 218, 179, 890, 462,
58, 750, 1839, 1840, 815, 1062, 470, 94, 880, 970, 214, 587,
64, 844, 187, 1222, 1240, 191, 928, 1123, 1552, 34, 185,
915, 1320, 54, 476, 228, 549, 58, 230, 1000, 209, 398, 715,
698, 54, 76, 516, 259, 170, 9, 519, 116, 160, 232, 834, 408,
323, 326, 271, 249, 1257, 1169, 359, 470, 1543, 135, 1203,
602, 4256, 329, 566, 82, 1358, 344, 665, 1845, 142, 939,
583, 658, 1182, 2510, 6, 408, 1102, 44, 656, 234, 1323, 614,
895, 68, 882, 49, 238, 902, 267, 170, 101, 1369, 149, 667,
87, 2019, 412, 80, 185, 160, 210, 426, 2583, 148, 123, 403,
872, 4, 841, 657, 686, 448, 493, 220, 770, 339, 1954, 874,
227, 4, 219, 256, 238, 1145, 821, 357, 2732, 397, 1150, 1028,
2402, 355, 771, 309, 753, 566, 506, 978, 117, 172, 283, 806,
1511, 433, 857, 1457)), Homerc = as.integer(c(1, 69, 63,
225, 12, 19, 1, 0, 6, 253, 90, 15, 41, 4, 36, 3, 177, 5,
100, 24, 16, 3, 2, 67, 164, 17, 13, 61, 32, 166, 224, 8,
215, 44, 27, 146, 3, 5, 235, 1, 4, 46, 46, 32, 64, 21, 24,
32, 235, 77, 281, 2, 1, 113, 166, 29, 49, 35, 35, 133, 24,
98, 1, 9, 0, 315, 16, 8, 22, 32, 100, 12, 221, 347, 291,
32, 16, 25, 80, 11, 442, 154, 93, 44, 266, 145, 247, 25,
181, 28, 28, 108, 7, 28, 32, 41, 305, 60, 45, 38, 275, 14,
7, 86, 241, 36, 31, 131, 92, 4, 209, 71, 271, 53, 348, 107,
14, 259, 59, 16, 231, 384, 12, 42, 44, 268, 73, 92, 58, 140,
55, 40, 190, 1, 16, 7, 128, 70, 6, 2, 38, 57, 194, 153, 23,
97, 56, 27, 40, 97, 25, 9, 4, 81, 97, 4, 57, 2, 128, 65,
23, 32, 2, 351, 33, 24, 52, 30, 6, 10, 83, 13, 6, 21, 74,
40, 6, 126, 121, 128, 117, 85, 65, 12, 83, 20, 64, 35, 0,
116, 9, 94, 84, 30, 102, 212, 210, 0, 36, 41, 93, 2, 12,
23, 62, 12, 14, 113, 14, 47, 28, 55, 3, 3, 90, 54, 17, 2,
26, 14, 8, 19, 40, 16, 54, 55, 3, 36, 37, 13, 61, 38, 104,
30, 79, 75, 160, 24, 29, 0, 48, 43, 43, 312, 44, 78, 69,
50, 103, 548, 0, 115, 67, 7, 18, 12, 56, 43, 39, 2, 36, 3,
16, 74, 3, 17, 16, 155, 7, 38, 4, 153, 100, 5, 22, 24, 21,
11, 271, 1, 8, 12, 19, 0, 61, 48, 133, 15, 9, 9, 27, 32,
195, 16, 22, 1, 12, 42, 9, 83, 63, 7, 379, 17, 57, 48, 242,
31, 110, 1, 69, 41, 6, 32, 11, 22, 15, 32, 39, 7, 97, 30)),
Runsc = as.integer(c(30, 321, 224, 828, 48, 501, 30, 41,
32, 784, 702, 192, 205, 309, 376, 20, 1045, 65, 643, 67,
72, 55, 9, 242, 1008, 442, 291, 246, 349, 763, 1033, 80,
545, 219, 126, 859, 156, 34, 784, 34, 20, 796, 371, 86, 486,
108, 113, 117, 987, 352, 1003, 32, 3, 634, 747, 99, 164,
441, 409, 529, 58, 698, 116, 118, 20, 1141, 61, 57, 99, 612,
950, 33, 712, 1175, 1082, 461, 196, 144, 285, 123, 901, 1019,
349, 156, 813, 575, 978, 61, 746, 160, 156, 292, 35, 87,
258, 287, 1135, 753, 156, 335, 884, 123, 166, 266, 906, 107,
77, 743, 297, 19, 1072, 195, 847, 148, 986, 361, 102, 915,
429, 216, 1070, 1172, 247, 284, 703, 681, 211, 444, 265,
492, 313, 145, 935, 72, 80, 58, 371, 581, 139, 67, 101, 210,
702, 980, 557, 273, 304, 330, 450, 544, 202, 45, 33, 379,
302, 89, 616, 126, 730, 181, 100, 366, 18, 1104, 518, 68,
310, 188, 38, 97, 578, 31, 96, 77, 419, 219, 34, 433, 983,
969, 405, 505, 233, 51, 363, 408, 150, 262, 31, 436, 117,
557, 615, 113, 513, 577, 740, 20, 88, 571, 724, 27, 216,
101, 300, 24, 121, 445, 66, 210, 269, 315, 25, 20, 247, 150,
80, 6, 181, 59, 71, 132, 451, 198, 181, 167, 129, 168, 699,
583, 176, 245, 751, 82, 676, 278, 2165, 166, 250, 41, 630,
178, 266, 965, 102, 438, 244, 249, 862, 1509, 2, 238, 410,
28, 379, 102, 643, 295, 377, 32, 365, 16, 128, 494, 94, 98,
50, 713, 73, 315, 39, 1043, 204, 27, 93, 76, 106, 218, 1138,
68, 63, 211, 420, 1, 450, 324, 369, 196, 207, 83, 352, 135,
1115, 421, 106, 2, 105, 129, 88, 488, 307, 149, 1272, 226,
579, 604, 1048, 180, 338, 201, 399, 279, 272, 474, 66, 82,
107, 379, 897, 217, 470, 775)), RBIc = as.integer(c(29, 414,
266, 838, 46, 336, 9, 37, 34, 890, 504, 186, 204, 103, 290,
16, 993, 23, 658, 82, 48, 43, 9, 251, 1072, 198, 108, 327,
182, 734, 864, 46, 652, 208, 132, 803, 86, 29, 901, 12, 29,
627, 230, 76, 493, 117, 121, 107, 1089, 342, 977, 32, 4,
563, 666, 138, 179, 401, 321, 472, 69, 661, 64, 69, 12, 1179,
74, 40, 103, 344, 909, 32, 815, 1152, 949, 301, 110, 149,
274, 108, 1210, 608, 401, 158, 822, 528, 1093, 70, 805, 123,
159, 343, 35, 110, 192, 294, 1234, 596, 119, 174, 1015, 92,
122, 323, 926, 114, 77, 693, 319, 18, 1050, 219, 999, 173,
1239, 401, 80, 1067, 365, 208, 955, 1267, 126, 141, 519,
782, 280, 419, 316, 589, 377, 154, 1088, 31, 97, 37, 376,
421, 98, 32, 130, 222, 705, 1032, 279, 383, 268, 326, 367,
462, 185, 39, 38, 428, 351, 48, 522, 44, 741, 227, 125, 337,
10, 1289, 324, 94, 226, 135, 46, 48, 579, 46, 72, 99, 382,
195, 23, 420, 707, 900, 474, 456, 260, 44, 477, 303, 156,
201, 26, 458, 64, 483, 430, 119, 471, 700, 840, 13, 112,
289, 522, 25, 163, 110, 263, 37, 69, 491, 106, 203, 270,
325, 14, 36, 288, 167, 75, 7, 199, 55, 33, 83, 249, 120,
177, 198, 80, 91, 386, 374, 202, 167, 714, 88, 390, 328,
1314, 125, 252, 32, 435, 192, 304, 1128, 109, 380, 288, 322,
417, 1659, 4, 299, 497, 16, 198, 96, 445, 273, 284, 22, 280,
13, 104, 345, 71, 54, 55, 660, 47, 259, 32, 827, 276, 31,
106, 75, 86, 149, 1299, 56, 39, 146, 230, 0, 342, 300, 384,
137, 162, 82, 230, 163, 919, 349, 80, 3, 99, 139, 95, 491,
340, 161, 1652, 149, 363, 314, 1348, 148, 406, 69, 366, 257,
125, 322, 41, 100, 124, 311, 451, 93, 420, 357)), Walksc = as.integer(c(14,
375, 263, 354, 33, 194, 24, 12, 8, 866, 488, 161, 203, 207,
238, 11, 732, 39, 653, 56, 65, 62, 3, 240, 402, 317, 180,
166, 308, 784, 1087, 31, 337, 136, 66, 571, 107, 18, 560,
14, 45, 483, 195, 32, 608, 118, 80, 51, 431, 289, 619, 27,
4, 319, 526, 64, 194, 333, 170, 313, 16, 777, 57, 114, 9,
727, 52, 39, 78, 422, 690, 55, 548, 1380, 989, 112, 117,
153, 186, 55, 608, 820, 171, 67, 617, 635, 495, 63, 875,
122, 76, 267, 32, 71, 162, 227, 791, 259, 99, 258, 709, 90,
106, 248, 716, 53, 61, 300, 117, 11, 695, 214, 680, 95, 666,
224, 50, 546, 410, 93, 921, 1057, 198, 219, 256, 697, 138,
240, 134, 263, 187, 128, 643, 48, 61, 47, 238, 325, 111,
71, 69, 68, 625, 854, 478, 226, 298, 158, 241, 551, 257,
35, 45, 221, 174, 54, 436, 55, 497, 82, 63, 218, 18, 564,
382, 55, 91, 63, 28, 44, 644, 20, 91, 76, 304, 82, 22, 309,
600, 917, 319, 283, 155, 33, 295, 414, 187, 91, 30, 377,
88, 307, 340, 87, 351, 334, 452, 17, 50, 326, 576, 33, 166,
76, 153, 19, 68, 301, 92, 136, 118, 189, 12, 45, 161, 114,
36, 4, 288, 78, 44, 79, 168, 113, 157, 167, 24, 101, 387,
528, 175, 174, 535, 55, 364, 273, 1566, 105, 178, 26, 403,
136, 198, 990, 102, 466, 150, 274, 708, 1342, 7, 157, 284,
11, 184, 80, 459, 269, 296, 24, 165, 14, 172, 242, 76, 62,
22, 735, 42, 204, 23, 535, 155, 15, 86, 49, 40, 163, 478,
99, 58, 155, 274, 0, 373, 179, 321, 89, 198, 86, 193, 128,
1153, 359, 52, 1, 71, 106, 104, 244, 174, 87, 925, 191, 406,
469, 819, 158, 239, 110, 286, 246, 194, 417, 34, 57, 106,
138, 875, 146, 332, 249)), Putouts = as.integer(c(446, 632,
880, 200, 805, 282, 76, 121, 143, 0, 238, 304, 211, 121,
80, 118, 105, 102, 912, 202, 280, 361, 812, 518, 1067, 434,
222, 732, 262, 267, 127, 226, 1378, 109, 419, 72, 70, 442,
0, 166, 326, 103, 69, 307, 325, 359, 73, 58, 697, 303, 389,
109, 0, 67, 316, 161, 142, 425, 106, 240, 203, 53, 125, 73,
80, 0, 391, 152, 107, 211, 153, 244, 119, 808, 280, 224,
226, 83, 182, 104, 463, 51, 1377, 92, 303, 276, 278, 148,
165, 246, 533, 226, 45, 157, 142, 59, 292, 360, 274, 292,
1045, 212, 102, 709, 244, 40, 206, 316, 269, 116, 97, 726,
869, 1253, 96, 118, 228, 144, 282, 91, 137, 83, 462, 185,
207, 0, 670, 237, 331, 295, 116, 50, 0, 278, 138, 97, 368,
211, 122, 276, 319, 241, 623, 237, 132, 885, 33, 231, 304,
0, 132, 28, 102, 158, 92, 211, 161, 193, 0, 110, 260, 280,
332, 330, 87, 498, 290, 222, 227, 103, 686, 243, 249, 300,
49, 303, 88, 190, 96, 1199, 1218, 145, 332, 145, 181, 65,
0, 429, 107, 1231, 283, 156, 239, 235, 371, 483, 0, 64, 0,
245, 276, 317, 303, 107, 310, 201, 172, 0, 415, 233, 220,
259, 102, 468, 149, 103, 358, 78, 756, 463, 212, 325, 228,
203, 149, 512, 261, 325, 151, 229, 682, 250, 58, 157, 82,
1224, 523, 172, 846, 117, 62, 167, 391, 41, 286, 659, 866,
251, 426, 0, 205, 0, 88, 99, 145, 44, 155, 60, 367, 86, 155,
190, 181, 309, 203, 42, 200, 0, 255, 135, 179, 352, 1236,
281, 1320, 111, 320, 196, 1160, 229, 289, 209, 367, 247,
351, 106, 315, 294, 209, 81, 337, 92, 166, 352, 70, 692,
131, 299, 37, 178, 810, 133, 398, 160, 65, 270, 167, 133,
94, 300, 1182, 170, 186, 121, 942, 1222, 325, 325, 313, 37,
1314, 408)), Assists = as.integer(c(33, 43, 82, 11, 40, 421,
127, 283, 290, 0, 445, 45, 11, 151, 45, 0, 290, 177, 88,
22, 9, 22, 84, 55, 157, 9, 3, 83, 329, 5, 221, 7, 102, 292,
46, 170, 149, 59, 0, 172, 29, 84, 1, 25, 22, 30, 177, 4,
61, 9, 39, 7, 0, 147, 6, 10, 14, 43, 206, 482, 70, 88, 199,
152, 4, 0, 38, 3, 242, 2, 223, 21, 216, 108, 10, 286, 7,
2, 9, 213, 32, 54, 100, 2, 6, 6, 9, 4, 9, 389, 40, 10, 122,
7, 210, 156, 9, 32, 2, 6, 88, 327, 132, 41, 2, 115, 10, 439,
17, 5, 218, 87, 62, 111, 4, 334, 377, 6, 487, 185, 5, 174,
9, 8, 358, 0, 57, 8, 20, 15, 222, 136, 0, 415, 15, 2, 20,
56, 140, 7, 4, 8, 35, 5, 205, 105, 3, 374, 347, 0, 9, 56,
4, 4, 257, 9, 3, 11, 0, 308, 58, 479, 19, 16, 166, 39, 440,
5, 15, 8, 46, 23, 444, 12, 2, 12, 0, 2, 5, 149, 104, 5, 9,
59, 13, 258, 0, 8, 205, 80, 8, 2, 8, 22, 6, 48, 0, 119, 0,
5, 421, 36, 450, 3, 9, 6, 317, 0, 35, 7, 16, 30, 6, 47, 8,
283, 32, 220, 64, 32, 1, 12, 7, 3, 1, 30, 459, 13, 8, 453,
93, 11, 141, 6, 170, 115, 43, 1, 84, 269, 90, 2, 44, 118,
8, 53, 65, 9, 4, 0, 5, 0, 204, 3, 2, 0, 3, 176, 475, 150,
371, 2, 3, 492, 369, 94, 7, 0, 450, 257, 5, 9, 98, 21, 166,
226, 465, 354, 53, 406, 407, 372, 432, 4, 442, 144, 10, 445,
246, 147, 19, 5, 211, 414, 144, 70, 6, 13, 98, 45, 99, 371,
29, 290, 0, 13, 18, 173, 270, 12, 96, 284, 290, 267, 72,
139, 58, 9, 381, 113, 131, 4)), Errors = as.integer(c(20,
10, 14, 3, 4, 25, 7, 9, 19, 0, 22, 11, 7, 6, 8, 0, 10, 16,
9, 2, 5, 2, 11, 3, 14, 3, 3, 13, 16, 3, 7, 4, 8, 25, 5, 24,
12, 6, 0, 10, 5, 5, 1, 1, 2, 4, 18, 4, 9, 9, 4, 3, 0, 4,
5, 3, 2, 4, 7, 13, 10, 3, 13, 11, 0, 0, 8, 5, 23, 1, 10,
4, 12, 2, 5, 8, 3, 1, 4, 9, 8, 8, 6, 2, 6, 2, 9, 2, 1, 18,
4, 6, 26, 8, 10, 9, 5, 5, 7, 3, 13, 20, 10, 7, 4, 15, 7,
10, 10, 12, 16, 3, 8, 11, 4, 21, 26, 5, 19, 12, 9, 16, 7,
4, 20, 0, 5, 1, 4, 5, 15, 20, 0, 16, 1, 2, 3, 13, 5, 9, 14,
6, 3, 4, 5, 8, 0, 18, 10, 0, 0, 2, 2, 5, 20, 3, 3, 4, 0,
15, 4, 5, 2, 8, 14, 13, 25, 5, 3, 2, 4, 5, 16, 2, 0, 5, 3,
2, 3, 5, 10, 7, 8, 8, 4, 8, 0, 6, 16, 7, 3, 2, 2, 5, 6, 6,
0, 9, 0, 9, 11, 1, 14, 3, 9, 3, 25, 0, 3, 7, 4, 10, 3, 6,
6, 19, 8, 6, 15, 8, 2, 8, 5, 3, 6, 5, 22, 3, 5, 15, 13, 1,
23, 14, 15, 11, 6, 4, 9, 12, 3, 4, 4, 8, 8, 7, 6, 4, 6, 0,
4, 0, 16, 1, 2, 1, 2, 6, 19, 15, 29, 9, 2, 5, 16, 13, 6,
0, 17, 7, 3, 1, 18, 3, 17, 11, 32, 15, 7, 22, 6, 17, 16,
8, 17, 7, 6, 13, 3, 4, 4, 3, 7, 9, 11, 8, 1, 5, 9, 4, 18,
20, 7, 11, 0, 6, 6, 9, 16, 9, 13, 3, 17, 19, 11, 15, 6, 3,
20, 7, 12, 3)), Salary = c(NA, 475, 480, 500, 92, 750, 70,
100, 75, 1100, 517, 513, 550, 700, 240, NA, 775, 175, NA,
135, 100, 115, NA, 600, 777, 765, 708, 750, 625, 900, NA,
110, NA, 613, 300, 850, NA, 90, NA, NA, 68, NA, NA, 180,
NA, 305, 215, 248, NA, 815, 875, 70, NA, 1200, 675, 415,
340, NA, 417, 1350, 90, 275, 230, 225, NA, 950, NA, 75, 105,
NA, 320, NA, 850, 535, 933, 850, 210, NA, 325, 275, NA, 450,
1975, NA, 1900, 600, 1042, 110, 260, 475, 432, 1220, 70,
145, NA, 595, 1861, NA, 300, 490, 2460, NA, 375, NA, NA,
NA, NA, 750, 1175, 70, 1500, 385, 1926, 215, NA, 900, 155,
700, 535, 363, 733, 200, 400, 400, 738, NA, 500, 600, 663,
950, 750, 298, 325, 88, 175, 90, 1238, 430, NA, 100, 165,
250, 1300, 773, NA, 1008, 275, 775, 850, 365, NA, 95, 110,
100, 278, 80, 600, NA, NA, 200, NA, 657, 75, 2413, 250, 155,
640, 300, 110, NA, 825, NA, 195, NA, 450, 630, 87, 1300,
1000, 1800, 1310, 738, 625, 125, 1043, 725, 300, 365, 75,
1183, 203, 225, 525, 265, 788, 800, 588, NA, 145, NA, 420,
75, 575, NA, 780, 90, 150, 700, NA, 550, NA, 650, 68, 100,
670, 175, 137, 2127, 875, 120, 140, 210, 800, 240, 350, NA,
175, 200, NA, 1940, 700, 750, 450, 172, 1260, NA, 750, 190,
580, 130, 450, 300, 250, 1050, 215, 400, NA, 560, 1670, 488,
NA, 425, 500, NA, NA, 250, 400, 450, 750, 70, 875, 190, 191,
740, 250, 140, 98, 740, 140, 342, NA, 1000, 100, 90, 200,
135, 155, 475, 1450, 150, 105, 350, 90, NA, 530, 342, 940,
350, 327, 250, 740, 425, NA, 925, 185, 920, 287, 245, NA,
235, 1150, 160, NA, 425, 900, NA, 500, 278, 750, 160, 1300,
525, 550, 1600, 120, 165, NA, 700, 875, 385, 960, 1000),
logSal = c(NA, 2.67669360962487, 2.68124123737559, 2.69897000433602,
1.96378782734556, 2.8750612633917, 1.84509804001426, 2, 1.8750612633917,
3.04139268515822, 2.71349054309394, 2.71011736511182, 2.74036268949424,
2.84509804001426, 2.38021124171161, NA, 2.88930170250631,
2.24303804868629, NA, 2.13033376849501, 2, 2.06069784035361,
NA, 2.77815125038364, 2.89042101880091, 2.88366143515362,
2.85003325768977, 2.8750612633917, 2.79588001734408, 2.95424250943932,
NA, 2.04139268515822, NA, 2.78746047451842, 2.47712125471966,
2.92941892571429, NA, 1.95424250943932, NA, NA, 1.83250891270624,
NA, NA, 2.25527250510331, NA, 2.48429983934679, 2.33243845991561,
2.39445168082622, NA, 2.91115760873998, 2.94200805302231,
1.84509804001426, NA, 3.07918124604762, 2.82930377283102,
2.61804809671209, 2.53147891704225, NA, 2.62013605497376,
3.13033376849501, 1.95424250943932, 2.43933269383026, 2.36172783601759,
2.35218251811136, NA, 2.97772360528885, NA, 1.8750612633917,
2.02118929906994, NA, 2.50514997831991, NA, 2.92941892571429,
2.72835378202123, 2.9698816437465, 2.92941892571429, 2.32221929473392,
NA, 2.51188336097887, 2.43933269383026, NA, 2.65321251377534,
3.29556709996248, NA, 3.27875360095283, 2.77815125038364,
3.01786771896351, 2.04139268515822, 2.41497334797082, 2.67669360962487,
2.63548374681491, 3.08635983067475, 1.84509804001426, 2.16136800223497,
NA, 2.77451696572855, 3.26974637313077, NA, 2.47712125471966,
2.69019608002851, 3.39093510710338, NA, 2.57403126772772,
NA, NA, NA, NA, 2.8750612633917, 3.07003786660776, 1.84509804001426,
3.17609125905568, 2.5854607295085, 3.28465628278852, 2.33243845991561,
NA, 2.95424250943932, 2.19033169817029, 2.84509804001426,
2.72835378202123, 2.55990662503611, 2.86510397464113, 2.30102999566398,
2.60205999132796, 2.60205999132796, 2.86805636182304, NA,
2.69897000433602, 2.77815125038364, 2.82151352840477, 2.97772360528885,
2.8750612633917, 2.47421626407626, 2.51188336097887, 1.94448267215017,
2.24303804868629, 1.95424250943932, 3.0927206446841, 2.63346845557959,
NA, 2, 2.21748394421391, 2.39794000867204, 3.11394335230684,
2.88817949391832, NA, 3.00346053210951, 2.43933269383026,
2.88930170250631, 2.92941892571429, 2.56229286445647, NA,
1.97772360528885, 2.04139268515822, 2, 2.44404479591808,
1.90308998699194, 2.77815125038364, NA, NA, 2.30102999566398,
NA, 2.81756536955978, 1.8750612633917, 3.38255732190879,
2.39794000867204, 2.19033169817029, 2.80617997398389, 2.47712125471966,
2.04139268515822, NA, 2.91645394854993, NA, 2.29003461136252,
NA, 2.65321251377534, 2.79934054945358, 1.93951925261862,
3.11394335230684, 3, 3.25527250510331, 3.11727129565576,
2.86805636182304, 2.79588001734408, 2.09691001300806, 3.01828430842653,
2.86033800657099, 2.47712125471966, 2.56229286445647, 1.8750612633917,
3.07298474462793, 2.30749603791321, 2.35218251811136, 2.72015930340596,
2.42324587393681, 2.89652621748956, 2.90308998699194, 2.76937732607614,
NA, 2.16136800223497, NA, 2.6232492903979, 1.8750612633917,
2.75966784468963, NA, 2.89209460269048, 1.95424250943932,
2.17609125905568, 2.84509804001426, NA, 2.74036268949424,
NA, 2.81291335664286, 1.83250891270624, 2, 2.82607480270083,
2.24303804868629, 2.13672056715641, 3.32776748990273, 2.94200805302231,
2.07918124604762, 2.14612803567824, 2.32221929473392, 2.90308998699194,
2.38021124171161, 2.54406804435028, NA, 2.24303804868629,
2.30102999566398, NA, 3.28780172993023, 2.84509804001426,
2.8750612633917, 2.65321251377534, 2.23552844690755, 3.10037054511756,
NA, 2.8750612633917, 2.27875360095283, 2.76342799356294,
2.11394335230684, 2.65321251377534, 2.47712125471966, 2.39794000867204,
3.02118929906994, 2.33243845991561, 2.60205999132796, NA,
2.7481880270062, 3.22271647114758, 2.68841982200271, NA,
2.62838893005031, 2.69897000433602, NA, NA, 2.39794000867204,
2.60205999132796, 2.65321251377534, 2.8750612633917, 1.84509804001426,
2.94200805302231, 2.27875360095283, 2.28103336724773, 2.86923171973098,
2.39794000867204, 2.14612803567824, 1.99122607569249, 2.86923171973098,
2.14612803567824, 2.53402610605613, NA, 3, 2, 1.95424250943932,
2.30102999566398, 2.13033376849501, 2.19033169817029, 2.67669360962487,
3.16136800223497, 2.17609125905568, 2.02118929906994, 2.54406804435028,
1.95424250943932, NA, 2.72427586960079, 2.53402610605613,
2.9731278535997, 2.54406804435028, 2.51454775266029, 2.39794000867204,
2.86923171973098, 2.62838893005031, NA, 2.96614173273903,
2.26717172840301, 2.96378782734556, 2.45788189673399, 2.38916608436453,
NA, 2.37106786227174, 3.06069784035361, 2.20411998265592,
NA, 2.62838893005031, 2.95424250943932, NA, 2.69897000433602,
2.44404479591808, 2.8750612633917, 2.20411998265592, 3.11394335230684,
2.72015930340596, 2.74036268949424, 3.20411998265592, 2.07918124604762,
2.21748394421391, NA, 2.84509804001426, 2.94200805302231,
2.5854607295085, 2.98227123303957, 3)), .Names = c("Name",
"League", "Team", "Position", "Atbat", "Hits", "Homer", "Runs",
"RBI", "Walks", "Years", "Atbatc", "Hitsc", "Homerc", "Runsc",
"RBIc", "Walksc", "Putouts", "Assists", "Errors", "Salary", "logSal"
), row.names = c("1", "2", "3", "4", "5", "6", "7", "8", "9",
"10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20",
"21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31",
"32", "33", "34", "35", "36", "37", "38", "39", "40", "41", "42",
"43", "44", "45", "46", "47", "48", "49", "50", "51", "52", "53",
"54", "55", "56", "57", "58", "59", "60", "61", "62", "63", "64",
"65", "66", "67", "68", "69", "70", "71", "72", "73", "74", "75",
"76", "77", "78", "79", "80", "81", "82", "83", "84", "85", "86",
"87", "88", "89", "90", "91", "92", "93", "94", "95", "96", "97",
"98", "99", "100", "101", "102", "103", "104", "105", "106",
"107", "108", "109", "110", "111", "112", "113", "114", "115",
"116", "117", "118", "119", "120", "121", "122", "123", "124",
"125", "126", "127", "128", "129", "130", "131", "132", "133",
"134", "135", "136", "137", "138", "139", "140", "141", "142",
"143", "144", "145", "146", "147", "148", "149", "150", "151",
"152", "153", "154", "155", "156", "157", "158", "159", "160",
"161", "162", "163", "164", "165", "166", "167", "168", "169",
"170", "171", "172", "173", "174", "175", "176", "177", "178",
"179", "180", "181", "182", "183", "184", "185", "186", "187",
"188", "189", "190", "191", "192", "193", "194", "195", "196",
"197", "198", "199", "200", "201", "202", "203", "204", "205",
"206", "207", "208", "209", "210", "211", "212", "213", "214",
"215", "216", "217", "218", "219", "220", "221", "222", "223",
"224", "225", "226", "227", "228", "229", "230", "231", "232",
"233", "234", "235", "236", "237", "238", "239", "240", "241",
"242", "243", "244", "245", "246", "247", "248", "249", "250",
"251", "252", "253", "254", "255", "256", "257", "258", "259",
"260", "261", "262", "263", "264", "265", "266", "267", "268",
"269", "270", "271", "272", "273", "274", "275", "276", "277",
"278", "279", "280", "281", "282", "283", "284", "285", "286",
"287", "288", "289", "290", "291", "292", "293", "294", "295",
"296", "297", "298", "299", "300", "301", "302", "303", "304",
"305", "306", "307", "308", "309", "310", "311", "312", "313",
"314", "315", "316", "317", "318", "319", "320", "321", "322"
), class = "data.frame")
kwstat/corrgram documentation built on Feb. 4, 2024, 10:30 a.m.
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"baseball" <-
structure(list(Name = structure(as.integer(c(14, 7, 11, 12, 1,
2, 6, 3, 13, 4, 8, 10, 5, 9, 20, 25, 44, 15, 42, 43, 18, 36,
30, 31, 21, 39, 32, 29, 22, 40, 37, 26, 33, 41, 34, 23, 38, 35,
19, 28, 16, 24, 27, 17, 45, 58, 59, 46, 54, 57, 53, 63, 61, 47,
56, 48, 49, 55, 50, 52, 62, 60, 51, 82, 94, 90, 64, 81, 78, 83,
65, 66, 95, 79, 97, 74, 75, 77, 67, 93, 84, 87, 91, 80, 72, 96,
85, 76, 68, 69, 92, 70, 73, 71, 89, 88, 86, 101, 102, 99, 100,
103, 98, 104, 108, 106, 105, 107, 118, 121, 119, 127, 112, 122,
120, 113, 128, 109, 123, 111, 114, 126, 115, 116, 110, 125, 129,
117, 124, 134, 136, 130, 133, 131, 135, 132, 137, 171, 172, 138,
168, 158, 143, 169, 174, 157, 150, 175, 151, 165, 139, 144, 161,
140, 152, 162, 141, 159, 167, 153, 145, 166, 146, 154, 148, 163,
173, 164, 160, 147, 155, 156, 170, 149, 142, 187, 181, 189, 182,
176, 186, 183, 177, 178, 179, 184, 185, 188, 180, 197, 195, 191,
194, 196, 198, 190, 192, 201, 193, 199, 200, 212, 209, 213, 214,
215, 202, 216, 203, 211, 204, 217, 218, 205, 219, 206, 208, 220,
221, 207, 223, 224, 225, 210, 222, 226, 229, 227, 228, 230, 231,
238, 239, 232, 235, 236, 237, 233, 234, 240, 253, 248, 254, 263,
260, 255, 252, 264, 241, 242, 259, 265, 250, 249, 271, 256, 257,
243, 266, 251, 244, 268, 267, 272, 245, 258, 270, 269, 246, 261,
247, 262, 280, 277, 278, 273, 274, 275, 281, 282, 276, 279, 283,
305, 284, 299, 300, 285, 291, 301, 306, 288, 298, 304, 292, 289,
297, 293, 302, 303, 307, 286, 308, 309, 290, 294, 287, 295, 296,
311, 312, 310, 317, 316, 319, 318, 313, 320, 314, 315, 321, 322
)), .Label = c("A Galarraga ", "A Griffin ", "A Salazar ",
"A Thornton ", "A Van.Slyke ", "Al Newman ", "Alan Ashby ",
"Alan Trammell ", "Alan Wiggins ", "Alex Trevino ", "Alvin Davis ",
"Andre Dawson ", "Andres Thomas ", "Andy Allanson ", "B Biancalana ",
"B Robidoux ", "B Schroeder ", "Barry Bonds ", "Ben Oglivie ",
"Bill Almon ", "Bill Buckner ", "Bill Doran ", "Bill Madlock ",
"Bill Russell ", "Billy Beane ", "Billy Hatcher ", "Billy Sample ",
"Bip Roberts ", "Bo Diaz ", "Bob Boone ", "Bob Brenly ",
"Bob Dernier ", "Bob Horner ", "Bob Kearney ", "Bob Melvin ",
"Bobby Bonilla ", "Bobby Grich ", "Bobby Meacham ", "Brett Butler ",
"Brian Downing ", "Brook Jacoby ", "Bruce Bochte ", "Bruce Bochy ",
"Buddy Bell ", "Butch Wynegar ", "C Castillo ", "C Lansford ",
"C Maldonado ", "C Martinez ", "C Reynolds ", "C Wilkerson ",
"Cal Ripken ", "Carlton Fisk ", "Cecil Cooper ", "Charlie Moore ",
"Chet Lemon ", "Chili Davis ", "Chris Bando ", "Chris Brown ",
"Chris Speier ", "Cliff Johnson ", "Cory Snyder ", "Curt Ford ",
"D Bilardello ", "D Concepcion ", "D Daulton ", "D Henderson ",
"D Porter ", "D Schofield ", "D Strawberry ", "D Tartabull ",
"Dale Murphy ", "Dale Sveum ", "Damaso Garcia ", "Dan Gladden ",
"Dan Pasqua ", "Danny Heep ", "Darnell Coles ", "Darrell Evans ",
"Darryl Motley ", "Daryl Boston ", "Dave Anderson ", "Dave Collins ",
"Dave Kingman ", "Dave Parker ", "Dave Winfield ", "Davey Lopes ",
"Denny Walling ", "Dickie Thon ", "Don Baylor ", "Don Mattingly ",
"Don Slaught ", "Donnie Hill ", "Doug Baker ", "Doug DeCinces ",
"Dwayne Murphy ", "Dwight Evans ", "Ed Romero ", "Eddie Milner ",
"Eddie Murray ", "Enos Cabell ", "Eric Davis ", "Ernest Riles ",
"Ernie Whitt ", "F Stubbs ", "Floyd Rayford ", "Frank White ",
"Fred Lynn ", "G Hendrick ", "G Templeton ", "Garth Iorg ",
"Gary Carter ", "Gary Gaetti ", "Gary Matthews ", "Gary Pettis ",
"Gary Redus ", "Gary Ward ", "George Bell ", "George Brett ",
"George Foster ", "Glenn Braggs ", "Glenn Davis ", "Glenn Hubbard ",
"Glenn Wilson ", "Gorman Thomas ", "Graig Nettles ", "Greg Brock ",
"Greg Gagne ", "Greg Walker ", "H Johnson ", "H Reynolds ",
"H Winningham ", "Hal McRae ", "Harold Baines ", "Harry Spilman ",
"Hubie Brooks ", "J Barfield ", "J Cangelosi ", "J Hairston ",
"J Leonard ", "J Mumphrey ", "J Youngblood ", "Jack Clark ",
"Jack Howell ", "Jamie Quirk ", "Jeff Reed ", "Jeff Stone ",
"Jerry Royster ", "Jerry Willard ", "Jim Dwyer ", "Jim Gantner ",
"Jim Morrison ", "Jim Presley ", "Jim Rice ", "Jim Sundberg ",
"Jim Traber ", "Jody Davis ", "Joe Carter ", "Joe Orsulak ",
"Joel Skinner ", "John Kruk ", "John Moses ", "John Russell ",
"John Shelby ", "Johnny Grubb ", "Johnny Ray ", "Jorge Orta ",
"Jose Canseco ", "Jose Cruz ", "Jose Uribe ", "Juan Beniquez ",
"Juan Bonilla ", "Juan Samuel ", "Julio Cruz ", "Julio Franco ",
"K Hernandez ", "K McReynolds ", "K Mitchell ", "K Moreland ",
"K Stillwell ", "Kal Daniels ", "Ken Griffey ", "Ken Landreaux ",
"Ken Oberkfell ", "Ken Phelps ", "Kent Hrbek ", "Kevin Bass ",
"Kirby Puckett ", "Kirk Gibson ", "Lance Parrish ", "Larry Herndon ",
"Larry Parrish ", "Larry Sheets ", "Lee Lacy ", "Len Dykstra ",
"Len Matuszek ", "Leon Durham ", "Lloyd Moseby ", "Lonnie Smith ",
"Lou Whitaker ", "Luis Rivera ", "M Duncan ", "M Fitzgerald ",
"M Hatcher ", "M LaValliere ", "M Pagliarulo ", "M Tettleton ",
"Mark Salas ", "Marty Barrett ", "Marvell Wynne ", "Mel Hall ",
"Mike Aldrete ", "Mike Brown ", "Mike Davis ", "Mike Diaz ",
"Mike Easler ", "Mike Heath ", "Mike Kingery ", "Mike Marshall ",
"Mike Schmidt ", "Mike Scioscia ", "Mike Young ", "Milt Thompson ",
"Mitch Webster ", "Mookie Wilson ", "Nick Esasky ", "O McDowell ",
"Omar Moreno ", "Ozzie Guillen ", "Ozzie Smith ", "Ozzie Virgil ",
"P Incaviglia ", "Pat Sheridan ", "Pat Tabler ", "Paul Molitor ",
"Pete O'Brien ", "Pete Rose ", "Phil Bradley ", "Phil Garner ",
"R Belliard ", "R Henderson ", "R Jackson ", "R Mulliniks ",
"R Ramirez ", "R Santana ", "R Thompson ", "R Williams ",
"Randy Bush ", "Randy Kutcher ", "Ray Knight ", "Rey Quinones ",
"Rich Gedman ", "Rick Burleson ", "Rick Cerone ", "Rick Dempsey ",
"Rick Leach ", "Rick Manning ", "Rick Schu ", "Ricky Jones ",
"Rob Deer ", "Rob Wilfong ", "Robin Yount ", "Ron Cey ",
"Ron Hassey ", "Ron Kittle ", "Ron Oester ", "Ron Roenicke ",
"Ronn Reynolds ", "Roy Smalley ", "Ruben Sierra ", "Rudy Law ",
"Ryne Sandberg ", "S Buechele ", "S Dunston ", "S Fletcher ",
"S Lombardozzi ", "Scott Bradley ", "Sid Bream ", "Spike Owen ",
"Steve Balboni ", "Steve Garvey ", "Steve Jeltz ", "Steve Sax ",
"T Bernazard ", "T Fernandez ", "T Pendleton ", "Ted Simmons ",
"Terry Harper ", "Terry Kennedy ", "Terry Puhl ", "Tim Flannery ",
"Tim Hulett ", "Tim Laudner ", "Tim Raines ", "Tim Teufel ",
"Tim Wallach ", "Tito Landrum ", "Toby Harrah ", "Tom Brookens ",
"Tom Brunansky ", "Tom Foley ", "Tom O'Malley ", "Tom Paciorek ",
"Tommy Herr ", "Tony Armas ", "Tony Gwynn ", "Tony Pena ",
"Tony Perez ", "Tony Phillips ", "Vance Law ", "Vince Coleman ",
"Von Hayes ", "W Krenchicki ", "W Randolph ", "W Tolleson ",
"Wade Boggs ", "Wally Backman ", "Wally Joyner ", "Will Clark ",
"Willie McGee ", "Willie Upshaw ", "Willie Wilson "), class = "factor"),
League = structure(as.integer(c(1, 2, 1, 2, 2, 1, 2, 1, 2,
1, 1, 2, 2, 1, 2, 1, 2, 1, 1, 2, 2, 1, 1, 2, 1, 1, 2, 2,
2, 1, 1, 2, 2, 1, 1, 2, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 2,
1, 1, 2, 1, 2, 1, 1, 1, 2, 2, 1, 2, 1, 1, 2, 1, 2, 1, 1,
2, 1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 1, 2, 1, 1, 2,
1, 2, 1, 1, 1, 1, 2, 1, 1, 2, 2, 1, 2, 2, 2, 1, 1, 1, 1,
1, 1, 2, 1, 1, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 1, 2, 2, 1,
2, 2, 1, 1, 1, 2, 1, 2, 2, 1, 1, 2, 2, 1, 1, 1, 1, 1, 1,
2, 2, 1, 2, 1, 1, 1, 1, 1, 1, 2, 2, 2, 1, 2, 2, 1, 1, 1,
2, 1, 1, 2, 2, 2, 1, 1, 2, 1, 1, 2, 1, 2, 2, 2, 1, 1, 2,
1, 2, 2, 2, 2, 2, 1, 1, 2, 2, 2, 1, 1, 2, 1, 1, 1, 2, 1,
1, 1, 2, 1, 2, 1, 2, 2, 1, 2, 1, 1, 2, 1, 2, 2, 1, 1, 2,
2, 1, 2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 1, 2, 1, 1, 1, 2,
1, 1, 2, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 1, 1,
1, 1, 2, 1, 2, 2, 2, 2, 2, 2, 1, 1, 2, 1, 2, 1, 1, 1, 2,
1, 2, 1, 2, 2, 1, 1, 2, 1, 1, 1, 1, 1, 2, 2, 2, 2, 1, 2,
1, 2, 2, 1, 1, 1, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2,
1, 2, 1, 2, 2, 1, 1, 1, 1)), .Label = c("A", "N"), class = "factor"),
Team = structure(as.integer(c(8, 10, 22, 15, 15, 18, 15,
11, 1, 8, 9, 12, 24, 2, 20, 14, 7, 11, 18, 21, 20, 5, 4,
23, 3, 8, 6, 7, 10, 4, 4, 10, 1, 8, 22, 12, 16, 23, 13, 21,
13, 12, 1, 13, 16, 8, 23, 8, 13, 23, 5, 24, 26, 18, 9, 23,
21, 13, 10, 2, 8, 6, 25, 12, 18, 3, 15, 5, 9, 9, 7, 19, 4,
9, 3, 26, 23, 17, 22, 18, 18, 6, 16, 11, 1, 18, 7, 16, 25,
4, 25, 17, 13, 22, 10, 10, 16, 12, 7, 7, 2, 13, 3, 26, 2,
2, 12, 11, 26, 13, 11, 12, 17, 10, 17, 14, 14, 4, 1, 26,
6, 21, 4, 19, 21, 22, 5, 25, 19, 5, 15, 17, 11, 22, 23, 15,
26, 2, 2, 5, 18, 8, 24, 10, 5, 6, 2, 8, 13, 9, 5, 4, 21,
23, 20, 22, 6, 20, 11, 22, 11, 20, 14, 3, 21, 19, 19, 2,
5, 19, 11, 2, 23, 18, 23, 10, 7, 9, 16, 17, 14, 12, 21, 17,
6, 1, 22, 14, 7, 6, 17, 9, 2, 12, 26, 9, 25, 15, 2, 11, 9,
23, 3, 20, 18, 20, 12, 16, 15, 8, 14, 24, 11, 24, 12, 16,
14, 19, 12, 18, 19, 15, 17, 21, 2, 7, 5, 25, 1, 24, 1, 22,
10, 25, 13, 25, 7, 9, 8, 20, 4, 14, 13, 6, 13, 2, 3, 16,
16, 4, 4, 5, 17, 23, 11, 26, 13, 26, 7, 3, 1, 20, 19, 6,
17, 19, 25, 14, 23, 4, 12, 13, 11, 22, 20, 25, 6, 25, 21,
19, 14, 22, 12, 3, 8, 9, 14, 26, 21, 15, 21, 1, 25, 24, 5,
21, 24, 14, 2, 25, 20, 24, 7, 18, 10, 15, 1, 17, 15, 24,
19, 15, 17, 3, 23, 4, 15, 24, 16, 5, 26, 11)), .Label = c("ATL",
"BAL", "BOS", "CAL", "CHA", "CHN", "CIN", "CLE", "DET", "HOU",
"KC ", "LA ", "MIL", "MIN", "MON", "NYA", "NYN", "OAK", "PHI",
"PIT", "SD ", "SEA", "SF ", "STL", "TEX", "TOR"), class = "factor"),
Position = structure(as.integer(c(4, 4, 1, 5, 1, 7, 2, 7,
7, 6, 7, 4, 5, 2, 8, 5, 3, 7, 1, 4, 5, 5, 4, 4, 1, 5, 5,
4, 2, 5, 2, 5, 1, 3, 4, 3, 7, 4, 6, 2, 1, 8, 5, 8, 4, 4,
3, 5, 1, 5, 4, 5, 6, 3, 5, 5, 5, 4, 7, 7, 5, 3, 2, 3, 5,
6, 4, 5, 3, 5, 8, 4, 3, 1, 5, 2, 5, 5, 5, 2, 6, 3, 1, 5,
5, 5, 5, 5, 4, 7, 4, 5, 3, 5, 7, 3, 5, 1, 5, 5, 1, 7, 7,
4, 5, 3, 5, 2, 5, 5, 3, 1, 4, 1, 5, 3, 7, 5, 2, 3, 5, 3,
5, 5, 7, 6, 1, 5, 5, 5, 7, 3, 6, 2, 1, 5, 5, 8, 2, 5, 5,
5, 1, 5, 2, 4, 6, 7, 2, 6, 8, 3, 5, 5, 3, 5, 5, 5, 6, 3,
4, 2, 4, 5, 8, 4, 2, 5, 4, 5, 4, 8, 7, 4, 5, 5, 5, 5, 5,
1, 1, 5, 5, 5, 5, 3, 6, 5, 7, 1, 5, 5, 5, 5, 5, 4, 6, 7,
6, 5, 2, 1, 2, 5, 5, 5, 7, 6, 4, 5, 8, 4, 5, 4, 5, 3, 4,
3, 4, 4, 5, 5, 5, 5, 5, 1, 7, 5, 5, 7, 4, 5, 3, 5, 3, 1,
1, 5, 1, 7, 8, 5, 4, 3, 5, 4, 4, 4, 5, 6, 5, 6, 3, 5, 5,
6, 5, 3, 2, 7, 7, 5, 5, 2, 7, 3, 5, 6, 2, 2, 5, 5, 1, 4,
1, 3, 7, 7, 1, 7, 2, 7, 2, 5, 2, 8, 5, 7, 2, 8, 5, 5, 2,
2, 3, 4, 5, 4, 3, 8, 4, 3, 1, 2, 5, 5, 8, 2, 3, 5, 1, 2,
2, 3, 1, 1, 1, 5, 2, 3, 1, 5)), .Label = c("1B", "2B", "3B",
"C ", "OF", "DH", "SS", "UT"), class = "factor"), Atbat = as.integer(c(293,
315, 479, 496, 321, 594, 185, 298, 323, 401, 574, 202, 418,
239, 196, 183, 568, 190, 407, 127, 413, 426, 22, 472, 629,
587, 324, 474, 550, 513, 313, 419, 517, 583, 204, 379, 161,
268, 346, 241, 181, 216, 200, 217, 194, 254, 416, 205, 542,
526, 457, 214, 19, 591, 403, 405, 244, 235, 313, 627, 416,
155, 236, 216, 24, 585, 191, 199, 521, 419, 311, 138, 512,
507, 529, 424, 351, 195, 388, 339, 561, 255, 677, 227, 614,
329, 637, 280, 155, 458, 314, 475, 317, 511, 278, 382, 565,
277, 415, 424, 495, 524, 233, 395, 397, 210, 420, 566, 641,
215, 441, 325, 490, 574, 284, 596, 472, 283, 408, 327, 370,
354, 539, 340, 510, 315, 282, 380, 584, 570, 306, 220, 278,
445, 143, 185, 589, 343, 284, 438, 600, 663, 232, 479, 209,
528, 160, 599, 497, 210, 225, 151, 278, 341, 537, 399, 309,
401, 336, 616, 219, 579, 165, 618, 257, 315, 591, 404, 315,
249, 429, 212, 453, 161, 184, 591, 181, 441, 490, 551, 550,
283, 560, 328, 586, 503, 344, 680, 279, 484, 431, 283, 491,
199, 589, 327, 464, 166, 338, 508, 584, 216, 625, 243, 489,
209, 407, 490, 209, 442, 317, 288, 209, 303, 330, 504, 258,
20, 374, 211, 299, 576, 381, 288, 369, 330, 547, 572, 359,
514, 359, 526, 313, 540, 437, 551, 237, 236, 473, 309, 271,
357, 216, 256, 466, 327, 462, 341, 608, 419, 33, 376, 486,
186, 307, 246, 205, 348, 523, 312, 496, 126, 275, 627, 394,
208, 382, 459, 549, 288, 303, 522, 512, 220, 522, 461, 581,
530, 557, 439, 453, 528, 633, 16, 562, 281, 593, 687, 368,
263, 642, 265, 289, 559, 520, 19, 205, 193, 181, 213, 510,
578, 200, 441, 172, 580, 127, 279, 480, 600, 610, 360, 387,
580, 408, 593, 221, 497, 492, 475, 573, 631)), Hits = as.integer(c(66,
81, 130, 141, 87, 169, 37, 73, 81, 92, 159, 53, 113, 60,
43, 39, 158, 46, 104, 32, 92, 109, 10, 116, 168, 163, 73,
129, 152, 137, 84, 108, 141, 168, 49, 106, 36, 60, 98, 61,
41, 54, 57, 46, 40, 68, 132, 57, 140, 146, 101, 53, 7, 168,
101, 102, 58, 61, 78, 177, 113, 44, 56, 53, 3, 139, 37, 53,
142, 113, 81, 31, 131, 122, 137, 119, 97, 55, 103, 96, 118,
70, 238, 46, 163, 83, 174, 82, 41, 114, 83, 123, 78, 138,
69, 119, 148, 71, 115, 110, 151, 132, 49, 106, 114, 37, 95,
154, 198, 51, 128, 76, 125, 152, 64, 171, 118, 77, 94, 85,
96, 77, 139, 84, 126, 59, 78, 120, 158, 169, 104, 54, 70,
99, 39, 40, 170, 103, 69, 103, 144, 200, 55, 133, 45, 132,
39, 183, 136, 70, 61, 41, 86, 95, 147, 102, 94, 100, 93,
163, 47, 174, 39, 200, 66, 76, 157, 92, 73, 69, 91, 54, 101,
43, 47, 184, 58, 118, 150, 171, 147, 74, 161, 91, 159, 136,
85, 223, 64, 127, 127, 70, 141, 52, 149, 84, 128, 34, 92,
146, 157, 54, 179, 53, 131, 56, 93, 148, 59, 131, 88, 65,
54, 71, 77, 120, 60, 1, 94, 43, 75, 167, 110, 76, 93, 76,
137, 152, 84, 144, 80, 163, 83, 135, 123, 160, 52, 56, 154,
72, 77, 96, 56, 70, 108, 68, 119, 110, 160, 101, 6, 82, 145,
44, 80, 76, 52, 90, 135, 68, 119, 27, 68, 178, 86, 57, 101,
113, 149, 63, 84, 163, 117, 66, 140, 112, 145, 159, 142,
96, 103, 122, 210, 2, 169, 76, 152, 213, 103, 70, 211, 68,
63, 141, 120, 4, 43, 47, 46, 61, 147, 138, 51, 113, 42, 194,
32, 69, 112, 139, 186, 81, 124, 207, 117, 172, 53, 127, 136,
126, 144, 170)), Homer = as.integer(c(1, 7, 18, 20, 10, 4,
1, 0, 6, 17, 21, 4, 13, 0, 7, 3, 20, 2, 6, 8, 16, 3, 1, 16,
18, 4, 4, 10, 6, 20, 9, 6, 27, 17, 6, 10, 0, 5, 5, 1, 1,
0, 6, 7, 7, 2, 7, 8, 12, 13, 14, 2, 0, 19, 12, 18, 9, 3,
6, 25, 24, 6, 0, 1, 0, 31, 4, 5, 20, 1, 3, 8, 26, 29, 26,
6, 4, 5, 15, 4, 35, 7, 31, 7, 29, 9, 31, 16, 12, 13, 13,
27, 7, 25, 3, 13, 24, 2, 27, 15, 17, 9, 2, 16, 23, 8, 23,
22, 31, 4, 16, 16, 24, 31, 14, 34, 12, 14, 4, 3, 21, 16,
5, 11, 2, 16, 13, 5, 15, 21, 14, 10, 7, 1, 5, 4, 40, 6, 1,
2, 33, 29, 9, 10, 0, 21, 8, 10, 7, 13, 5, 4, 4, 6, 23, 3,
5, 2, 9, 27, 8, 7, 2, 20, 5, 13, 16, 11, 5, 6, 12, 13, 3,
4, 5, 20, 6, 28, 21, 13, 29, 4, 26, 12, 12, 5, 24, 31, 0,
20, 8, 8, 11, 9, 21, 22, 28, 0, 18, 8, 20, 2, 4, 4, 19, 12,
8, 14, 6, 18, 3, 8, 3, 3, 19, 28, 8, 0, 5, 10, 6, 8, 9, 7,
9, 12, 2, 18, 4, 0, 15, 12, 9, 30, 9, 23, 0, 6, 6, 0, 5,
7, 4, 13, 33, 13, 16, 9, 28, 18, 0, 21, 11, 7, 1, 5, 8, 11,
8, 2, 8, 3, 5, 14, 1, 8, 16, 20, 7, 3, 4, 9, 29, 5, 16, 18,
17, 3, 21, 0, 8, 1, 6, 0, 17, 3, 23, 10, 3, 1, 14, 8, 7,
2, 17, 1, 2, 10, 1, 4, 10, 1, 2, 5, 3, 9, 4, 4, 18, 0, 19,
5, 1, 8, 11, 22, 2, 7, 5, 3, 9, 9)), Runs = as.integer(c(30,
24, 66, 65, 39, 74, 23, 24, 26, 49, 107, 31, 48, 30, 29,
20, 89, 24, 57, 16, 72, 55, 4, 60, 73, 92, 32, 50, 92, 90,
42, 55, 70, 83, 23, 38, 19, 24, 31, 34, 15, 21, 23, 32, 19,
28, 57, 34, 46, 71, 42, 30, 1, 80, 45, 49, 28, 24, 32, 98,
58, 21, 27, 31, 1, 93, 12, 29, 67, 44, 42, 18, 69, 78, 86,
57, 55, 24, 59, 37, 70, 49, 117, 23, 89, 50, 89, 44, 21,
67, 39, 76, 35, 76, 24, 54, 90, 27, 97, 70, 61, 69, 41, 48,
67, 15, 55, 76, 101, 19, 70, 33, 81, 91, 30, 91, 63, 45,
42, 30, 49, 36, 93, 62, 42, 45, 37, 54, 70, 72, 50, 30, 22,
46, 18, 23, 107, 48, 33, 65, 85, 108, 34, 48, 38, 61, 18,
80, 58, 32, 32, 26, 33, 48, 58, 56, 37, 60, 35, 83, 24, 67,
13, 98, 31, 35, 90, 54, 23, 32, 41, 28, 46, 17, 20, 83, 34,
84, 69, 94, 85, 34, 89, 51, 72, 62, 69, 119, 31, 66, 77,
33, 77, 26, 89, 53, 67, 20, 42, 80, 95, 27, 94, 18, 77, 22,
47, 64, 20, 68, 40, 30, 25, 18, 47, 71, 28, 0, 36, 26, 38,
89, 61, 34, 43, 35, 58, 105, 46, 67, 45, 88, 43, 82, 62,
86, 15, 41, 61, 33, 35, 50, 22, 42, 75, 42, 49, 45, 130,
65, 2, 42, 51, 28, 42, 35, 31, 50, 52, 32, 57, 8, 42, 68,
38, 32, 50, 59, 73, 25, 35, 82, 54, 20, 73, 54, 66, 82, 58,
44, 53, 67, 91, 1, 88, 42, 69, 91, 48, 26, 107, 26, 36, 48,
53, 2, 24, 21, 19, 17, 56, 56, 14, 76, 17, 91, 14, 35, 50,
94, 107, 37, 67, 107, 66, 82, 21, 65, 76, 61, 85, 77)), RBI = as.integer(c(29,
38, 72, 78, 42, 51, 8, 24, 32, 66, 75, 26, 61, 11, 27, 15,
75, 8, 43, 22, 48, 43, 2, 62, 102, 51, 18, 56, 37, 95, 30,
36, 87, 80, 25, 60, 10, 25, 53, 12, 21, 18, 14, 19, 29, 26,
49, 32, 75, 70, 63, 29, 2, 72, 53, 85, 25, 39, 41, 81, 69,
23, 15, 15, 0, 94, 17, 22, 86, 27, 30, 21, 96, 85, 97, 46,
29, 33, 47, 29, 94, 35, 113, 20, 83, 39, 116, 45, 29, 57,
46, 93, 35, 96, 21, 58, 104, 29, 71, 47, 84, 47, 23, 56,
67, 19, 58, 84, 108, 18, 73, 52, 105, 101, 42, 108, 54, 47,
36, 44, 46, 55, 58, 33, 44, 36, 51, 51, 84, 88, 58, 39, 37,
24, 30, 11, 108, 36, 18, 32, 117, 121, 23, 72, 19, 74, 31,
74, 38, 51, 26, 21, 38, 42, 88, 34, 32, 19, 46, 107, 26,
78, 9, 110, 26, 60, 78, 49, 37, 19, 42, 44, 43, 26, 28, 79,
23, 86, 58, 83, 91, 29, 96, 43, 79, 48, 64, 96, 26, 65, 45,
37, 47, 28, 86, 62, 94, 13, 60, 44, 73, 25, 60, 26, 55, 36,
30, 78, 37, 77, 32, 36, 14, 30, 53, 71, 33, 0, 26, 35, 23,
49, 45, 37, 42, 41, 47, 49, 27, 54, 48, 50, 41, 88, 55, 90,
25, 19, 48, 31, 29, 45, 18, 36, 86, 29, 65, 49, 74, 58, 4,
60, 76, 16, 36, 39, 27, 45, 44, 22, 33, 10, 42, 76, 28, 25,
55, 57, 47, 33, 32, 46, 88, 28, 77, 54, 68, 50, 81, 36, 33,
45, 56, 0, 73, 25, 75, 65, 28, 23, 59, 30, 41, 61, 44, 3,
17, 29, 18, 22, 52, 59, 29, 52, 14, 62, 25, 31, 71, 29, 98,
44, 27, 71, 41, 100, 23, 48, 50, 43, 60, 44)), Walks = as.integer(c(14,
39, 76, 37, 30, 35, 21, 7, 8, 65, 59, 27, 47, 22, 30, 11,
73, 15, 65, 14, 65, 62, 1, 74, 40, 70, 22, 40, 81, 90, 39,
22, 52, 56, 12, 30, 17, 15, 30, 14, 33, 15, 14, 9, 30, 22,
33, 9, 41, 84, 22, 23, 1, 39, 39, 20, 35, 21, 12, 70, 16,
15, 11, 22, 2, 62, 14, 21, 45, 44, 26, 38, 52, 91, 97, 13,
39, 30, 39, 23, 33, 43, 53, 12, 75, 56, 56, 47, 22, 48, 16,
72, 32, 61, 29, 36, 77, 14, 68, 36, 78, 54, 18, 35, 53, 15,
37, 43, 41, 11, 80, 37, 62, 64, 24, 52, 30, 26, 66, 20, 60,
41, 69, 47, 35, 58, 29, 31, 42, 38, 25, 31, 18, 29, 15, 18,
69, 40, 25, 71, 65, 32, 45, 55, 42, 41, 22, 32, 26, 28, 26,
19, 45, 20, 47, 34, 26, 28, 23, 32, 17, 58, 16, 62, 32, 25,
26, 18, 16, 20, 57, 18, 61, 22, 18, 38, 22, 68, 35, 94, 71,
22, 66, 33, 53, 83, 88, 34, 30, 67, 58, 27, 37, 21, 64, 38,
52, 17, 21, 46, 63, 33, 65, 27, 34, 19, 30, 49, 27, 33, 19,
27, 12, 36, 27, 54, 18, 0, 62, 39, 26, 57, 32, 15, 49, 47,
12, 65, 21, 79, 63, 77, 30, 55, 40, 87, 30, 21, 29, 26, 33,
39, 15, 44, 72, 45, 37, 46, 89, 92, 7, 35, 40, 11, 29, 13,
17, 43, 52, 24, 21, 5, 61, 46, 36, 18, 22, 68, 42, 16, 23,
62, 43, 13, 60, 35, 21, 47, 23, 65, 52, 51, 59, 0, 53, 20,
53, 27, 54, 30, 52, 29, 44, 73, 21, 1, 20, 24, 17, 3, 53,
34, 25, 76, 15, 78, 12, 32, 44, 60, 74, 37, 36, 105, 34,
57, 22, 37, 94, 52, 78, 31)), Years = as.integer(c(1, 14,
3, 11, 2, 11, 2, 3, 2, 13, 10, 9, 4, 6, 13, 3, 15, 5, 12,
8, 1, 1, 6, 6, 18, 6, 7, 10, 5, 14, 17, 3, 9, 5, 7, 14, 4,
2, 16, 1, 2, 18, 9, 4, 11, 6, 3, 5, 16, 6, 17, 2, 4, 9, 12,
6, 4, 14, 12, 6, 1, 16, 4, 4, 3, 17, 4, 3, 4, 12, 17, 3,
14, 18, 15, 9, 4, 8, 6, 4, 16, 15, 5, 5, 11, 9, 14, 2, 16,
4, 5, 4, 1, 3, 8, 12, 14, 15, 3, 7, 10, 2, 8, 10, 13, 6,
3, 14, 5, 1, 14, 5, 13, 3, 18, 6, 4, 16, 9, 8, 15, 20, 5,
5, 11, 13, 5, 8, 5, 7, 7, 5, 18, 4, 9, 3, 6, 15, 5, 2, 2,
4, 12, 17, 10, 6, 14, 5, 11, 15, 11, 2, 1, 10, 10, 5, 13,
4, 15, 3, 12, 6, 3, 13, 14, 3, 4, 6, 4, 4, 13, 2, 3, 3, 11,
5, 1, 8, 14, 13, 6, 10, 4, 2, 9, 10, 7, 3, 1, 7, 2, 12, 15,
6, 7, 10, 13, 1, 3, 9, 10, 1, 5, 4, 7, 2, 2, 13, 4, 6, 8,
9, 1, 3, 6, 3, 3, 2, 7, 3, 3, 4, 7, 4, 5, 4, 2, 2, 12, 9,
7, 4, 14, 1, 9, 5, 24, 5, 6, 5, 12, 5, 12, 16, 3, 18, 7,
9, 8, 20, 1, 5, 11, 1, 7, 6, 12, 10, 9, 1, 7, 4, 6, 6, 4,
3, 1, 12, 1, 10, 2, 13, 6, 3, 4, 2, 2, 6, 18, 4, 2, 4, 6,
2, 8, 8, 6, 4, 8, 4, 5, 7, 17, 8, 4, 1, 7, 6, 5, 17, 7, 3,
23, 5, 10, 8, 19, 4, 7, 2, 6, 7, 7, 5, 1, 1, 8, 5, 12, 6,
8, 11)), Atbatc = as.integer(c(293, 3449, 1624, 5628, 396,
4408, 214, 509, 341, 5206, 4631, 1876, 1512, 1941, 3231,
201, 8068, 479, 5233, 727, 413, 426, 84, 1924, 8424, 2695,
1931, 2331, 2308, 5201, 6890, 591, 3571, 1646, 1309, 6207,
1053, 350, 5913, 241, 232, 7318, 2516, 694, 4183, 999, 932,
756, 7099, 2648, 6521, 226, 41, 4478, 5150, 950, 1335, 3926,
3742, 3210, 416, 6631, 1115, 926, 159, 7546, 773, 514, 815,
4484, 8247, 244, 5347, 7761, 6661, 3651, 1258, 1313, 2174,
1064, 6677, 6311, 2223, 1325, 5017, 3828, 6727, 428, 5409,
1350, 1457, 1810, 317, 592, 2079, 2133, 7287, 5952, 711,
2130, 5624, 972, 1350, 2303, 5589, 994, 646, 6100, 2129,
215, 6675, 1506, 6063, 985, 7023, 2862, 793, 6840, 3573,
2140, 6986, 8716, 1469, 1516, 5562, 4677, 1649, 3118, 2358,
3754, 2954, 1185, 7186, 618, 639, 524, 2325, 4338, 1407,
440, 696, 1447, 4405, 7472, 3859, 2641, 2128, 2482, 3871,
4040, 1568, 288, 278, 2964, 2744, 670, 4618, 876, 5779, 1437,
1188, 3053, 196, 7127, 3910, 630, 2020, 1354, 450, 702, 5590,
233, 948, 707, 3327, 1689, 181, 2723, 6126, 6090, 2816, 3919,
1789, 342, 3082, 3423, 911, 1928, 279, 3006, 667, 4479, 4291,
805, 3558, 4273, 5829, 166, 682, 3148, 4704, 216, 1696, 853,
2051, 216, 969, 3400, 884, 1416, 2543, 2815, 209, 344, 1928,
1085, 638, 41, 1968, 498, 580, 822, 3015, 1644, 1258, 1367,
1038, 978, 4992, 4739, 1493, 1556, 5885, 540, 4139, 2235,
14053, 1257, 1966, 354, 4933, 1394, 2796, 7058, 652, 3949,
2131, 2331, 4071, 9528, 33, 1770, 3967, 186, 2421, 912, 5134,
2288, 3368, 312, 3358, 239, 961, 3146, 1089, 653, 382, 5348,
549, 2682, 312, 7037, 1750, 290, 730, 680, 831, 1619, 8759,
711, 507, 1716, 3070, 28, 3181, 2658, 2765, 1518, 1897, 888,
2364, 1337, 7402, 3162, 927, 19, 854, 1136, 937, 4061, 2872,
1399, 9778, 1546, 4086, 3372, 8396, 1359, 3031, 1236, 2728,
2268, 1775, 2778, 408, 593, 1063, 2703, 5511, 1700, 3198,
4908)), Hitsc = as.integer(c(66, 835, 457, 1575, 101, 1133,
42, 108, 86, 1332, 1300, 467, 392, 510, 825, 42, 2273, 102,
1478, 180, 92, 109, 26, 489, 2464, 747, 491, 604, 633, 1382,
1833, 149, 994, 452, 308, 1906, 244, 78, 1615, 61, 50, 1926,
684, 160, 1069, 236, 273, 192, 2130, 715, 1767, 59, 13, 1307,
1429, 231, 333, 1029, 968, 927, 113, 1634, 270, 210, 28,
1982, 163, 120, 205, 1231, 2198, 53, 1397, 1947, 1785, 1046,
353, 338, 555, 290, 1575, 1661, 737, 324, 1388, 948, 2024,
113, 1338, 298, 405, 471, 78, 164, 565, 594, 2083, 1647,
184, 544, 1679, 260, 336, 571, 1632, 244, 139, 1583, 610,
51, 2095, 351, 1646, 260, 1925, 728, 187, 1910, 866, 568,
1972, 2172, 369, 376, 1578, 1051, 453, 900, 636, 1077, 822,
299, 2081, 129, 151, 125, 634, 1193, 361, 103, 173, 404,
1213, 2147, 916, 671, 543, 715, 1066, 1130, 408, 68, 86,
808, 730, 167, 1330, 238, 1610, 377, 286, 880, 44, 2163,
979, 151, 541, 325, 108, 209, 1397, 59, 218, 179, 890, 462,
58, 750, 1839, 1840, 815, 1062, 470, 94, 880, 970, 214, 587,
64, 844, 187, 1222, 1240, 191, 928, 1123, 1552, 34, 185,
915, 1320, 54, 476, 228, 549, 58, 230, 1000, 209, 398, 715,
698, 54, 76, 516, 259, 170, 9, 519, 116, 160, 232, 834, 408,
323, 326, 271, 249, 1257, 1169, 359, 470, 1543, 135, 1203,
602, 4256, 329, 566, 82, 1358, 344, 665, 1845, 142, 939,
583, 658, 1182, 2510, 6, 408, 1102, 44, 656, 234, 1323, 614,
895, 68, 882, 49, 238, 902, 267, 170, 101, 1369, 149, 667,
87, 2019, 412, 80, 185, 160, 210, 426, 2583, 148, 123, 403,
872, 4, 841, 657, 686, 448, 493, 220, 770, 339, 1954, 874,
227, 4, 219, 256, 238, 1145, 821, 357, 2732, 397, 1150, 1028,
2402, 355, 771, 309, 753, 566, 506, 978, 117, 172, 283, 806,
1511, 433, 857, 1457)), Homerc = as.integer(c(1, 69, 63,
225, 12, 19, 1, 0, 6, 253, 90, 15, 41, 4, 36, 3, 177, 5,
100, 24, 16, 3, 2, 67, 164, 17, 13, 61, 32, 166, 224, 8,
215, 44, 27, 146, 3, 5, 235, 1, 4, 46, 46, 32, 64, 21, 24,
32, 235, 77, 281, 2, 1, 113, 166, 29, 49, 35, 35, 133, 24,
98, 1, 9, 0, 315, 16, 8, 22, 32, 100, 12, 221, 347, 291,
32, 16, 25, 80, 11, 442, 154, 93, 44, 266, 145, 247, 25,
181, 28, 28, 108, 7, 28, 32, 41, 305, 60, 45, 38, 275, 14,
7, 86, 241, 36, 31, 131, 92, 4, 209, 71, 271, 53, 348, 107,
14, 259, 59, 16, 231, 384, 12, 42, 44, 268, 73, 92, 58, 140,
55, 40, 190, 1, 16, 7, 128, 70, 6, 2, 38, 57, 194, 153, 23,
97, 56, 27, 40, 97, 25, 9, 4, 81, 97, 4, 57, 2, 128, 65,
23, 32, 2, 351, 33, 24, 52, 30, 6, 10, 83, 13, 6, 21, 74,
40, 6, 126, 121, 128, 117, 85, 65, 12, 83, 20, 64, 35, 0,
116, 9, 94, 84, 30, 102, 212, 210, 0, 36, 41, 93, 2, 12,
23, 62, 12, 14, 113, 14, 47, 28, 55, 3, 3, 90, 54, 17, 2,
26, 14, 8, 19, 40, 16, 54, 55, 3, 36, 37, 13, 61, 38, 104,
30, 79, 75, 160, 24, 29, 0, 48, 43, 43, 312, 44, 78, 69,
50, 103, 548, 0, 115, 67, 7, 18, 12, 56, 43, 39, 2, 36, 3,
16, 74, 3, 17, 16, 155, 7, 38, 4, 153, 100, 5, 22, 24, 21,
11, 271, 1, 8, 12, 19, 0, 61, 48, 133, 15, 9, 9, 27, 32,
195, 16, 22, 1, 12, 42, 9, 83, 63, 7, 379, 17, 57, 48, 242,
31, 110, 1, 69, 41, 6, 32, 11, 22, 15, 32, 39, 7, 97, 30)),
Runsc = as.integer(c(30, 321, 224, 828, 48, 501, 30, 41,
32, 784, 702, 192, 205, 309, 376, 20, 1045, 65, 643, 67,
72, 55, 9, 242, 1008, 442, 291, 246, 349, 763, 1033, 80,
545, 219, 126, 859, 156, 34, 784, 34, 20, 796, 371, 86, 486,
108, 113, 117, 987, 352, 1003, 32, 3, 634, 747, 99, 164,
441, 409, 529, 58, 698, 116, 118, 20, 1141, 61, 57, 99, 612,
950, 33, 712, 1175, 1082, 461, 196, 144, 285, 123, 901, 1019,
349, 156, 813, 575, 978, 61, 746, 160, 156, 292, 35, 87,
258, 287, 1135, 753, 156, 335, 884, 123, 166, 266, 906, 107,
77, 743, 297, 19, 1072, 195, 847, 148, 986, 361, 102, 915,
429, 216, 1070, 1172, 247, 284, 703, 681, 211, 444, 265,
492, 313, 145, 935, 72, 80, 58, 371, 581, 139, 67, 101, 210,
702, 980, 557, 273, 304, 330, 450, 544, 202, 45, 33, 379,
302, 89, 616, 126, 730, 181, 100, 366, 18, 1104, 518, 68,
310, 188, 38, 97, 578, 31, 96, 77, 419, 219, 34, 433, 983,
969, 405, 505, 233, 51, 363, 408, 150, 262, 31, 436, 117,
557, 615, 113, 513, 577, 740, 20, 88, 571, 724, 27, 216,
101, 300, 24, 121, 445, 66, 210, 269, 315, 25, 20, 247, 150,
80, 6, 181, 59, 71, 132, 451, 198, 181, 167, 129, 168, 699,
583, 176, 245, 751, 82, 676, 278, 2165, 166, 250, 41, 630,
178, 266, 965, 102, 438, 244, 249, 862, 1509, 2, 238, 410,
28, 379, 102, 643, 295, 377, 32, 365, 16, 128, 494, 94, 98,
50, 713, 73, 315, 39, 1043, 204, 27, 93, 76, 106, 218, 1138,
68, 63, 211, 420, 1, 450, 324, 369, 196, 207, 83, 352, 135,
1115, 421, 106, 2, 105, 129, 88, 488, 307, 149, 1272, 226,
579, 604, 1048, 180, 338, 201, 399, 279, 272, 474, 66, 82,
107, 379, 897, 217, 470, 775)), RBIc = as.integer(c(29, 414,
266, 838, 46, 336, 9, 37, 34, 890, 504, 186, 204, 103, 290,
16, 993, 23, 658, 82, 48, 43, 9, 251, 1072, 198, 108, 327,
182, 734, 864, 46, 652, 208, 132, 803, 86, 29, 901, 12, 29,
627, 230, 76, 493, 117, 121, 107, 1089, 342, 977, 32, 4,
563, 666, 138, 179, 401, 321, 472, 69, 661, 64, 69, 12, 1179,
74, 40, 103, 344, 909, 32, 815, 1152, 949, 301, 110, 149,
274, 108, 1210, 608, 401, 158, 822, 528, 1093, 70, 805, 123,
159, 343, 35, 110, 192, 294, 1234, 596, 119, 174, 1015, 92,
122, 323, 926, 114, 77, 693, 319, 18, 1050, 219, 999, 173,
1239, 401, 80, 1067, 365, 208, 955, 1267, 126, 141, 519,
782, 280, 419, 316, 589, 377, 154, 1088, 31, 97, 37, 376,
421, 98, 32, 130, 222, 705, 1032, 279, 383, 268, 326, 367,
462, 185, 39, 38, 428, 351, 48, 522, 44, 741, 227, 125, 337,
10, 1289, 324, 94, 226, 135, 46, 48, 579, 46, 72, 99, 382,
195, 23, 420, 707, 900, 474, 456, 260, 44, 477, 303, 156,
201, 26, 458, 64, 483, 430, 119, 471, 700, 840, 13, 112,
289, 522, 25, 163, 110, 263, 37, 69, 491, 106, 203, 270,
325, 14, 36, 288, 167, 75, 7, 199, 55, 33, 83, 249, 120,
177, 198, 80, 91, 386, 374, 202, 167, 714, 88, 390, 328,
1314, 125, 252, 32, 435, 192, 304, 1128, 109, 380, 288, 322,
417, 1659, 4, 299, 497, 16, 198, 96, 445, 273, 284, 22, 280,
13, 104, 345, 71, 54, 55, 660, 47, 259, 32, 827, 276, 31,
106, 75, 86, 149, 1299, 56, 39, 146, 230, 0, 342, 300, 384,
137, 162, 82, 230, 163, 919, 349, 80, 3, 99, 139, 95, 491,
340, 161, 1652, 149, 363, 314, 1348, 148, 406, 69, 366, 257,
125, 322, 41, 100, 124, 311, 451, 93, 420, 357)), Walksc = as.integer(c(14,
375, 263, 354, 33, 194, 24, 12, 8, 866, 488, 161, 203, 207,
238, 11, 732, 39, 653, 56, 65, 62, 3, 240, 402, 317, 180,
166, 308, 784, 1087, 31, 337, 136, 66, 571, 107, 18, 560,
14, 45, 483, 195, 32, 608, 118, 80, 51, 431, 289, 619, 27,
4, 319, 526, 64, 194, 333, 170, 313, 16, 777, 57, 114, 9,
727, 52, 39, 78, 422, 690, 55, 548, 1380, 989, 112, 117,
153, 186, 55, 608, 820, 171, 67, 617, 635, 495, 63, 875,
122, 76, 267, 32, 71, 162, 227, 791, 259, 99, 258, 709, 90,
106, 248, 716, 53, 61, 300, 117, 11, 695, 214, 680, 95, 666,
224, 50, 546, 410, 93, 921, 1057, 198, 219, 256, 697, 138,
240, 134, 263, 187, 128, 643, 48, 61, 47, 238, 325, 111,
71, 69, 68, 625, 854, 478, 226, 298, 158, 241, 551, 257,
35, 45, 221, 174, 54, 436, 55, 497, 82, 63, 218, 18, 564,
382, 55, 91, 63, 28, 44, 644, 20, 91, 76, 304, 82, 22, 309,
600, 917, 319, 283, 155, 33, 295, 414, 187, 91, 30, 377,
88, 307, 340, 87, 351, 334, 452, 17, 50, 326, 576, 33, 166,
76, 153, 19, 68, 301, 92, 136, 118, 189, 12, 45, 161, 114,
36, 4, 288, 78, 44, 79, 168, 113, 157, 167, 24, 101, 387,
528, 175, 174, 535, 55, 364, 273, 1566, 105, 178, 26, 403,
136, 198, 990, 102, 466, 150, 274, 708, 1342, 7, 157, 284,
11, 184, 80, 459, 269, 296, 24, 165, 14, 172, 242, 76, 62,
22, 735, 42, 204, 23, 535, 155, 15, 86, 49, 40, 163, 478,
99, 58, 155, 274, 0, 373, 179, 321, 89, 198, 86, 193, 128,
1153, 359, 52, 1, 71, 106, 104, 244, 174, 87, 925, 191, 406,
469, 819, 158, 239, 110, 286, 246, 194, 417, 34, 57, 106,
138, 875, 146, 332, 249)), Putouts = as.integer(c(446, 632,
880, 200, 805, 282, 76, 121, 143, 0, 238, 304, 211, 121,
80, 118, 105, 102, 912, 202, 280, 361, 812, 518, 1067, 434,
222, 732, 262, 267, 127, 226, 1378, 109, 419, 72, 70, 442,
0, 166, 326, 103, 69, 307, 325, 359, 73, 58, 697, 303, 389,
109, 0, 67, 316, 161, 142, 425, 106, 240, 203, 53, 125, 73,
80, 0, 391, 152, 107, 211, 153, 244, 119, 808, 280, 224,
226, 83, 182, 104, 463, 51, 1377, 92, 303, 276, 278, 148,
165, 246, 533, 226, 45, 157, 142, 59, 292, 360, 274, 292,
1045, 212, 102, 709, 244, 40, 206, 316, 269, 116, 97, 726,
869, 1253, 96, 118, 228, 144, 282, 91, 137, 83, 462, 185,
207, 0, 670, 237, 331, 295, 116, 50, 0, 278, 138, 97, 368,
211, 122, 276, 319, 241, 623, 237, 132, 885, 33, 231, 304,
0, 132, 28, 102, 158, 92, 211, 161, 193, 0, 110, 260, 280,
332, 330, 87, 498, 290, 222, 227, 103, 686, 243, 249, 300,
49, 303, 88, 190, 96, 1199, 1218, 145, 332, 145, 181, 65,
0, 429, 107, 1231, 283, 156, 239, 235, 371, 483, 0, 64, 0,
245, 276, 317, 303, 107, 310, 201, 172, 0, 415, 233, 220,
259, 102, 468, 149, 103, 358, 78, 756, 463, 212, 325, 228,
203, 149, 512, 261, 325, 151, 229, 682, 250, 58, 157, 82,
1224, 523, 172, 846, 117, 62, 167, 391, 41, 286, 659, 866,
251, 426, 0, 205, 0, 88, 99, 145, 44, 155, 60, 367, 86, 155,
190, 181, 309, 203, 42, 200, 0, 255, 135, 179, 352, 1236,
281, 1320, 111, 320, 196, 1160, 229, 289, 209, 367, 247,
351, 106, 315, 294, 209, 81, 337, 92, 166, 352, 70, 692,
131, 299, 37, 178, 810, 133, 398, 160, 65, 270, 167, 133,
94, 300, 1182, 170, 186, 121, 942, 1222, 325, 325, 313, 37,
1314, 408)), Assists = as.integer(c(33, 43, 82, 11, 40, 421,
127, 283, 290, 0, 445, 45, 11, 151, 45, 0, 290, 177, 88,
22, 9, 22, 84, 55, 157, 9, 3, 83, 329, 5, 221, 7, 102, 292,
46, 170, 149, 59, 0, 172, 29, 84, 1, 25, 22, 30, 177, 4,
61, 9, 39, 7, 0, 147, 6, 10, 14, 43, 206, 482, 70, 88, 199,
152, 4, 0, 38, 3, 242, 2, 223, 21, 216, 108, 10, 286, 7,
2, 9, 213, 32, 54, 100, 2, 6, 6, 9, 4, 9, 389, 40, 10, 122,
7, 210, 156, 9, 32, 2, 6, 88, 327, 132, 41, 2, 115, 10, 439,
17, 5, 218, 87, 62, 111, 4, 334, 377, 6, 487, 185, 5, 174,
9, 8, 358, 0, 57, 8, 20, 15, 222, 136, 0, 415, 15, 2, 20,
56, 140, 7, 4, 8, 35, 5, 205, 105, 3, 374, 347, 0, 9, 56,
4, 4, 257, 9, 3, 11, 0, 308, 58, 479, 19, 16, 166, 39, 440,
5, 15, 8, 46, 23, 444, 12, 2, 12, 0, 2, 5, 149, 104, 5, 9,
59, 13, 258, 0, 8, 205, 80, 8, 2, 8, 22, 6, 48, 0, 119, 0,
5, 421, 36, 450, 3, 9, 6, 317, 0, 35, 7, 16, 30, 6, 47, 8,
283, 32, 220, 64, 32, 1, 12, 7, 3, 1, 30, 459, 13, 8, 453,
93, 11, 141, 6, 170, 115, 43, 1, 84, 269, 90, 2, 44, 118,
8, 53, 65, 9, 4, 0, 5, 0, 204, 3, 2, 0, 3, 176, 475, 150,
371, 2, 3, 492, 369, 94, 7, 0, 450, 257, 5, 9, 98, 21, 166,
226, 465, 354, 53, 406, 407, 372, 432, 4, 442, 144, 10, 445,
246, 147, 19, 5, 211, 414, 144, 70, 6, 13, 98, 45, 99, 371,
29, 290, 0, 13, 18, 173, 270, 12, 96, 284, 290, 267, 72,
139, 58, 9, 381, 113, 131, 4)), Errors = as.integer(c(20,
10, 14, 3, 4, 25, 7, 9, 19, 0, 22, 11, 7, 6, 8, 0, 10, 16,
9, 2, 5, 2, 11, 3, 14, 3, 3, 13, 16, 3, 7, 4, 8, 25, 5, 24,
12, 6, 0, 10, 5, 5, 1, 1, 2, 4, 18, 4, 9, 9, 4, 3, 0, 4,
5, 3, 2, 4, 7, 13, 10, 3, 13, 11, 0, 0, 8, 5, 23, 1, 10,
4, 12, 2, 5, 8, 3, 1, 4, 9, 8, 8, 6, 2, 6, 2, 9, 2, 1, 18,
4, 6, 26, 8, 10, 9, 5, 5, 7, 3, 13, 20, 10, 7, 4, 15, 7,
10, 10, 12, 16, 3, 8, 11, 4, 21, 26, 5, 19, 12, 9, 16, 7,
4, 20, 0, 5, 1, 4, 5, 15, 20, 0, 16, 1, 2, 3, 13, 5, 9, 14,
6, 3, 4, 5, 8, 0, 18, 10, 0, 0, 2, 2, 5, 20, 3, 3, 4, 0,
15, 4, 5, 2, 8, 14, 13, 25, 5, 3, 2, 4, 5, 16, 2, 0, 5, 3,
2, 3, 5, 10, 7, 8, 8, 4, 8, 0, 6, 16, 7, 3, 2, 2, 5, 6, 6,
0, 9, 0, 9, 11, 1, 14, 3, 9, 3, 25, 0, 3, 7, 4, 10, 3, 6,
6, 19, 8, 6, 15, 8, 2, 8, 5, 3, 6, 5, 22, 3, 5, 15, 13, 1,
23, 14, 15, 11, 6, 4, 9, 12, 3, 4, 4, 8, 8, 7, 6, 4, 6, 0,
4, 0, 16, 1, 2, 1, 2, 6, 19, 15, 29, 9, 2, 5, 16, 13, 6,
0, 17, 7, 3, 1, 18, 3, 17, 11, 32, 15, 7, 22, 6, 17, 16,
8, 17, 7, 6, 13, 3, 4, 4, 3, 7, 9, 11, 8, 1, 5, 9, 4, 18,
20, 7, 11, 0, 6, 6, 9, 16, 9, 13, 3, 17, 19, 11, 15, 6, 3,
20, 7, 12, 3)), Salary = c(NA, 475, 480, 500, 92, 750, 70,
100, 75, 1100, 517, 513, 550, 700, 240, NA, 775, 175, NA,
135, 100, 115, NA, 600, 777, 765, 708, 750, 625, 900, NA,
110, NA, 613, 300, 850, NA, 90, NA, NA, 68, NA, NA, 180,
NA, 305, 215, 248, NA, 815, 875, 70, NA, 1200, 675, 415,
340, NA, 417, 1350, 90, 275, 230, 225, NA, 950, NA, 75, 105,
NA, 320, NA, 850, 535, 933, 850, 210, NA, 325, 275, NA, 450,
1975, NA, 1900, 600, 1042, 110, 260, 475, 432, 1220, 70,
145, NA, 595, 1861, NA, 300, 490, 2460, NA, 375, NA, NA,
NA, NA, 750, 1175, 70, 1500, 385, 1926, 215, NA, 900, 155,
700, 535, 363, 733, 200, 400, 400, 738, NA, 500, 600, 663,
950, 750, 298, 325, 88, 175, 90, 1238, 430, NA, 100, 165,
250, 1300, 773, NA, 1008, 275, 775, 850, 365, NA, 95, 110,
100, 278, 80, 600, NA, NA, 200, NA, 657, 75, 2413, 250, 155,
640, 300, 110, NA, 825, NA, 195, NA, 450, 630, 87, 1300,
1000, 1800, 1310, 738, 625, 125, 1043, 725, 300, 365, 75,
1183, 203, 225, 525, 265, 788, 800, 588, NA, 145, NA, 420,
75, 575, NA, 780, 90, 150, 700, NA, 550, NA, 650, 68, 100,
670, 175, 137, 2127, 875, 120, 140, 210, 800, 240, 350, NA,
175, 200, NA, 1940, 700, 750, 450, 172, 1260, NA, 750, 190,
580, 130, 450, 300, 250, 1050, 215, 400, NA, 560, 1670, 488,
NA, 425, 500, NA, NA, 250, 400, 450, 750, 70, 875, 190, 191,
740, 250, 140, 98, 740, 140, 342, NA, 1000, 100, 90, 200,
135, 155, 475, 1450, 150, 105, 350, 90, NA, 530, 342, 940,
350, 327, 250, 740, 425, NA, 925, 185, 920, 287, 245, NA,
235, 1150, 160, NA, 425, 900, NA, 500, 278, 750, 160, 1300,
525, 550, 1600, 120, 165, NA, 700, 875, 385, 960, 1000),
logSal = c(NA, 2.67669360962487, 2.68124123737559, 2.69897000433602,
1.96378782734556, 2.8750612633917, 1.84509804001426, 2, 1.8750612633917,
3.04139268515822, 2.71349054309394, 2.71011736511182, 2.74036268949424,
2.84509804001426, 2.38021124171161, NA, 2.88930170250631,
2.24303804868629, NA, 2.13033376849501, 2, 2.06069784035361,
NA, 2.77815125038364, 2.89042101880091, 2.88366143515362,
2.85003325768977, 2.8750612633917, 2.79588001734408, 2.95424250943932,
NA, 2.04139268515822, NA, 2.78746047451842, 2.47712125471966,
2.92941892571429, NA, 1.95424250943932, NA, NA, 1.83250891270624,
NA, NA, 2.25527250510331, NA, 2.48429983934679, 2.33243845991561,
2.39445168082622, NA, 2.91115760873998, 2.94200805302231,
1.84509804001426, NA, 3.07918124604762, 2.82930377283102,
2.61804809671209, 2.53147891704225, NA, 2.62013605497376,
3.13033376849501, 1.95424250943932, 2.43933269383026, 2.36172783601759,
2.35218251811136, NA, 2.97772360528885, NA, 1.8750612633917,
2.02118929906994, NA, 2.50514997831991, NA, 2.92941892571429,
2.72835378202123, 2.9698816437465, 2.92941892571429, 2.32221929473392,
NA, 2.51188336097887, 2.43933269383026, NA, 2.65321251377534,
3.29556709996248, NA, 3.27875360095283, 2.77815125038364,
3.01786771896351, 2.04139268515822, 2.41497334797082, 2.67669360962487,
2.63548374681491, 3.08635983067475, 1.84509804001426, 2.16136800223497,
NA, 2.77451696572855, 3.26974637313077, NA, 2.47712125471966,
2.69019608002851, 3.39093510710338, NA, 2.57403126772772,
NA, NA, NA, NA, 2.8750612633917, 3.07003786660776, 1.84509804001426,
3.17609125905568, 2.5854607295085, 3.28465628278852, 2.33243845991561,
NA, 2.95424250943932, 2.19033169817029, 2.84509804001426,
2.72835378202123, 2.55990662503611, 2.86510397464113, 2.30102999566398,
2.60205999132796, 2.60205999132796, 2.86805636182304, NA,
2.69897000433602, 2.77815125038364, 2.82151352840477, 2.97772360528885,
2.8750612633917, 2.47421626407626, 2.51188336097887, 1.94448267215017,
2.24303804868629, 1.95424250943932, 3.0927206446841, 2.63346845557959,
NA, 2, 2.21748394421391, 2.39794000867204, 3.11394335230684,
2.88817949391832, NA, 3.00346053210951, 2.43933269383026,
2.88930170250631, 2.92941892571429, 2.56229286445647, NA,
1.97772360528885, 2.04139268515822, 2, 2.44404479591808,
1.90308998699194, 2.77815125038364, NA, NA, 2.30102999566398,
NA, 2.81756536955978, 1.8750612633917, 3.38255732190879,
2.39794000867204, 2.19033169817029, 2.80617997398389, 2.47712125471966,
2.04139268515822, NA, 2.91645394854993, NA, 2.29003461136252,
NA, 2.65321251377534, 2.79934054945358, 1.93951925261862,
3.11394335230684, 3, 3.25527250510331, 3.11727129565576,
2.86805636182304, 2.79588001734408, 2.09691001300806, 3.01828430842653,
2.86033800657099, 2.47712125471966, 2.56229286445647, 1.8750612633917,
3.07298474462793, 2.30749603791321, 2.35218251811136, 2.72015930340596,
2.42324587393681, 2.89652621748956, 2.90308998699194, 2.76937732607614,
NA, 2.16136800223497, NA, 2.6232492903979, 1.8750612633917,
2.75966784468963, NA, 2.89209460269048, 1.95424250943932,
2.17609125905568, 2.84509804001426, NA, 2.74036268949424,
NA, 2.81291335664286, 1.83250891270624, 2, 2.82607480270083,
2.24303804868629, 2.13672056715641, 3.32776748990273, 2.94200805302231,
2.07918124604762, 2.14612803567824, 2.32221929473392, 2.90308998699194,
2.38021124171161, 2.54406804435028, NA, 2.24303804868629,
2.30102999566398, NA, 3.28780172993023, 2.84509804001426,
2.8750612633917, 2.65321251377534, 2.23552844690755, 3.10037054511756,
NA, 2.8750612633917, 2.27875360095283, 2.76342799356294,
2.11394335230684, 2.65321251377534, 2.47712125471966, 2.39794000867204,
3.02118929906994, 2.33243845991561, 2.60205999132796, NA,
2.7481880270062, 3.22271647114758, 2.68841982200271, NA,
2.62838893005031, 2.69897000433602, NA, NA, 2.39794000867204,
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