Title 'Baseball Hitters Data'; * Source: url: http://lib.stat.cmu.edu/datasets/baseball.data; /* Formats to specify the coding of some of the variables */ proc format; value $league 'N' ='National' 'A' ='American'; value $team 'ATL'='Atlanta ' /* Braves */ 'BAL'='Baltimore ' /* Orioles */ 'BOS'='Boston ' /* Red Sox */ 'CAL'='California ' /* Angels */ 'CHA'='Chicago A ' /* White Sox */ 'CHN'='Chicago N ' /* Cubs */ 'CIN'='Cincinnati ' /* Reds */ 'CLE'='Cleveland ' /* Indians */ 'DET'='Detroit ' /* Tigers */ 'HOU'='Houston ' /* Astros */ 'KC '='Kansas City ' /* Royals */ 'LA '='Los Angeles ' /* Dodgers */ 'MIL'='Milwaukee ' /* Brewers */ 'MIN'='Minnesota ' /* Twins */ 'MON'='Montreal ' /* Expos */ 'NYA'='New York A ' /* Yankees */ 'NYN'='New York N ' /* Mets */ 'OAK'='Oakland ' /* A's */ 'PHI'='Philadelphia ' /* Phillies */ 'PIT'='Pittsburgh ' /* Pirates */ 'SD '='San Diego ' /* Padres */ 'SEA'='Seattle ' /* Mariners */ 'SF '='San Francisco' /* Giants */ 'STL'='St. Louis ' /* Cardinals */ 'TEX'='Texas ' /* Rangers */ 'TOR'='Toronto '; /* Blue Jays */ value $posfmt '1B' = 'First Base' '2B' = 'Second Base' 'SS' = 'Short Stop' '3B' = 'Third Base' 'RF' = 'Right Field' 'CF' = 'Center Field' 'LF' = 'Left Field' 'C ' = 'Catcher' 'DH' = 'Designated Hitter' 'OF' = 'Outfield' 'UT' = 'Utility' 'OS' = 'Outfield & Short Stop' '3S' = 'Third Base & Short Stop' '13' = 'First & Third Base' '3O' = 'Third Base & Outfield' 'O1' = 'Outfield & First Base' 'S3' = 'Short Stop & Third Base' '32' = 'Third & Second Base' 'DO' = 'Designated Hitter & Outfield' 'OD' = 'Outfield & Designated Hitter' 'CD' = 'Catcher & Designated Hitter' 'CS' = 'Catcher & Short Stop' '23' = 'Second & Third Base' '1O' = 'First Base and Outfield' '2S' = 'Second Base and Short Stop'; /* Recode position to short list */ value $pos 'CS','CD' ='C ' 'OS','O1','OD' ='OF' 'CF','RF','LF' ='OF' '1O','13' ='1B' '2S','23' ='2B' 'DO' ='DH' 'S3' ='SS' '32','3S','3O' ='3B' ; data baseball; input name $1-14 league $15 team $16-18 position $19-20 atbat 3. hits 3. homer 3. runs 3. rbi 3. walks 3. years 3. atbatc 5. hitsc 4. homerc 4. runsc 4. rbic 4. walksc 4. putouts 4. assists 3. errors 3. salary 4.; batavg = round(1000 * (hits / atbat)); batavgc= round(1000 * (hitsc/ atbatc)); label team = 'Team' league = 'League' name = "Hitter's name" atbat = 'Times at Bat' hits = 'Hits' homer = 'Home Runs' runs = 'Runs' rbi = 'Runs Batted In' walks = 'Walks' years = 'Years in the Major Leagues' atbatc = 'Career Times at Bat' hitsc = 'Career Hits' homerc = 'Career Home Runs' runsc = 'Career Runs Scored' rbic = 'Career Runs Batted In' walksc = 'Career Walks' position= 'Position(s)' putouts = 'Put Outs' assists = 'Assists' errors = 'Errors' salary = 'Salary (in 1000$)' batavg = 'Batting Average' batavgc = 'Career Batting Average'; datalines; Andy Allanson ACLEC 293 66 1 30 29 14 1 293 66 1 30 29 14 446 33 20 . Alan Ashby NHOUC 315 81 7 24 38 39 14 3449 835 69 321 414 375 632 43 10 475 Alvin Davis ASEA1B479130 18 66 72 76 3 1624 457 63 224 266 263 880 82 14 480 Andre Dawson NMONRF496141 20 65 78 37 11 56281575 225 828 838 354 200 11 3 500 A Galarraga NMON1B321 87 10 39 42 30 2 396 101 12 48 46 33 805 40 4 92 A Griffin AOAKSS594169 4 74 51 35 11 44081133 19 501 336 194 282421 25 750 Al Newman NMON2B185 37 1 23 8 21 2 214 42 1 30 9 24 76127 7 70 A Salazar AKC SS298 73 0 24 24 7 3 509 108 0 41 37 12 121283 9 100 Andres Thomas NATLSS323 81 6 26 32 8 2 341 86 6 32 34 8 143290 19 75 A Thornton ACLEDH401 92 17 49 66 65 13 52061332 253 784 890 866 0 0 01100 Alan Trammell ADETSS574159 21107 75 59 10 46311300 90 702 504 488 238445 22 517 Alex Trevino NLA C 202 53 4 31 26 27 9 1876 467 15 192 186 161 304 45 11 513 A Van.Slyke NSTLRF418113 13 48 61 47 4 1512 392 41 205 204 203 211 11 7 550 Alan Wiggins ABAL2B239 60 0 30 11 22 6 1941 510 4 309 103 207 121151 6 700 Bill Almon NPITUT196 43 7 29 27 30 13 3231 825 36 376 290 238 80 45 8 240 Billy Beane AMINOF183 39 3 20 15 11 3 201 42 3 20 16 11 118 0 0 . Buddy Bell NCIN3B568158 20 89 75 73 15 80682273 1771045 993 732 105290 10 775 B Biancalana AKC SS190 46 2 24 8 15 5 479 102 5 65 23 39 102177 16 175 Bruce Bochte AOAK1B407104 6 57 43 65 12 52331478 100 643 658 653 912 88 9 . Bruce Bochy NSD C 127 32 8 16 22 14 8 727 180 24 67 82 56 202 22 2 135 Barry Bonds NPITCF413 92 16 72 48 65 1 413 92 16 72 48 65 280 9 5 100 Bobby Bonilla ACHAO1426109 3 55 43 62 1 426 109 3 55 43 62 361 22 2 115 Bob Boone ACALC 22 10 1 4 2 1 6 84 26 2 9 9 3 812 84 11 . Bob Brenly NSF C 472116 16 60 62 74 6 1924 489 67 242 251 240 518 55 3 600 Bill Buckner ABOS1B629168 18 73102 40 18 84242464 16410081072 4021067157 14 777 Brett Butler ACLECF587163 4 92 51 70 6 2695 747 17 442 198 317 434 9 3 765 Bob Dernier NCHNCF324 73 4 32 18 22 7 1931 491 13 291 108 180 222 3 3 708 Bo Diaz NCINC 474129 10 50 56 40 10 2331 604 61 246 327 166 732 83 13 750 Bill Doran NHOU2B550152 6 92 37 81 5 2308 633 32 349 182 308 262329 16 625 Brian Downing ACALLF513137 20 90 95 90 14 52011382 166 763 734 784 267 5 3 900 Bobby Grich ACAL2B313 84 9 42 30 39 17 68901833 2241033 8641087 127221 7 . Billy Hatcher NHOUCF419108 6 55 36 22 3 591 149 8 80 46 31 226 7 4 110 Bob Horner NATL1B517141 27 70 87 52 9 3571 994 215 545 652 3371378102 8 . Brook Jacoby ACLE3B583168 17 83 80 56 5 1646 452 44 219 208 136 109292 25 613 Bob Kearney ASEAC 204 49 6 23 25 12 7 1309 308 27 126 132 66 419 46 5 300 Bill Madlock NLA 3B379106 10 38 60 30 14 62071906 146 859 803 571 72170 24 850 Bobby Meacham ANYASS161 36 0 19 10 17 4 1053 244 3 156 86 107 70149 12 . Bob Melvin NSF C 268 60 5 24 25 15 2 350 78 5 34 29 18 442 59 6 90 Ben Oglivie AMILDH346 98 5 31 53 30 16 59131615 235 784 901 560 0 0 0 . Bip Roberts NSD 2B241 61 1 34 12 14 1 241 61 1 34 12 14 166172 10 . B Robidoux AMIL1B181 41 1 15 21 33 2 232 50 4 20 29 45 326 29 5 68 Bill Russell NLA UT216 54 0 21 18 15 18 73181926 46 796 627 483 103 84 5 . Billy Sample NATLOF200 57 6 23 14 14 9 2516 684 46 371 230 195 69 1 1 . B Schroeder AMILUT217 46 7 32 19 9 4 694 160 32 86 76 32 307 25 1 180 Butch Wynegar ANYAC 194 40 7 19 29 30 11 41831069 64 486 493 608 325 22 2 . Chris Bando ACLEC 254 68 2 28 26 22 6 999 236 21 108 117 118 359 30 4 305 Chris Brown NSF 3B416132 7 57 49 33 3 932 273 24 113 121 80 73177 18 215 C Castillo ACLEOD205 57 8 34 32 9 5 756 192 32 117 107 51 58 4 4 248 Cecil Cooper AMIL1B542140 12 46 75 41 16 70992130 235 9871089 431 697 61 9 . Chili Davis NSF RF526146 13 71 70 84 6 2648 715 77 352 342 289 303 9 9 815 Carlton Fisk ACHAC 457101 14 42 63 22 17 65211767 2811003 977 619 389 39 4 875 Curt Ford NSTLOF214 53 2 30 29 23 2 226 59 2 32 32 27 109 7 3 70 Cliff Johnson ATORDH 19 7 0 1 2 1 4 41 13 1 3 4 4 0 0 0 . C Lansford AOAK3B591168 19 80 72 39 9 44781307 113 634 563 319 67147 41200 Chet Lemon ADETCF403101 12 45 53 39 12 51501429 166 747 666 526 316 6 5 675 C Maldonado NSF OF405102 18 49 85 20 6 950 231 29 99 138 64 161 10 3 415 C Martinez NSD O1244 58 9 28 25 35 4 1335 333 49 164 179 194 142 14 2 340 Charlie Moore AMILC 235 61 3 24 39 21 14 39261029 35 441 401 333 425 43 4 . C Reynolds NHOUSS313 78 6 32 41 12 12 3742 968 35 409 321 170 106206 7 417 Cal Ripken ABALSS627177 25 98 81 70 6 3210 927 133 529 472 313 240482 131350 Cory Snyder ACLEOS416113 24 58 69 16 1 416 113 24 58 69 16 203 70 10 90 Chris Speier NCHN3S155 44 6 21 23 15 16 66311634 98 698 661 777 53 88 3 275 C Wilkerson ATEX2S236 56 0 27 15 11 4 1115 270 1 116 64 57 125199 13 230 Dave Anderson NLA 3S216 53 1 31 15 22 4 926 210 9 118 69 114 73152 11 225 Doug Baker AOAKOF 24 3 0 1 0 2 3 159 28 0 20 12 9 80 4 0 . Don Baylor ABOSDH585139 31 93 94 62 17 75461982 31511411179 727 0 0 0 950 D Bilardello NMONC 191 37 4 12 17 14 4 773 163 16 61 74 52 391 38 8 . Daryl Boston ACHACF199 53 5 29 22 21 3 514 120 8 57 40 39 152 3 5 75 Darnell Coles ADET3B521142 20 67 86 45 4 815 205 22 99 103 78 107242 23 105 Dave Collins ADETLF419113 1 44 27 44 12 44841231 32 612 344 422 211 2 1 . D Concepcion NCINUT311 81 3 42 30 26 17 82472198 100 950 909 690 153223 10 320 D Daulton NPHIC 138 31 8 18 21 38 3 244 53 12 33 32 55 244 21 4 . Doug DeCinces ACAL3B512131 26 69 96 52 14 53471397 221 712 815 548 119216 12 850 Darrell Evans ADET1B507122 29 78 85 91 18 77611947 347117511521380 808108 2 535 Dwight Evans ABOSRF529137 26 86 97 97 15 66611785 2911082 949 989 280 10 5 933 Damaso Garcia ATOR2B424119 6 57 46 13 9 36511046 32 461 301 112 224286 8 850 Dan Gladden NSF CF351 97 4 55 29 39 4 1258 353 16 196 110 117 226 7 3 210 Danny Heep NNYNOF195 55 5 24 33 30 8 1313 338 25 144 149 153 83 2 1 . D Henderson ASEAOF388103 15 59 47 39 6 2174 555 80 285 274 186 182 9 4 325 Donnie Hill AOAK23339 96 4 37 29 23 4 1064 290 11 123 108 55 104213 9 275 Dave Kingman AOAKDH561118 35 70 94 33 16 66771575 442 9011210 608 463 32 8 . Davey Lopes NCHN3O255 70 7 49 35 43 15 63111661 1541019 608 820 51 54 8 450 Don Mattingly ANYA1B677238 31117113 53 5 2223 737 93 349 401 1711377100 61975 Darryl Motley AKC RF227 46 7 23 20 12 5 1325 324 44 156 158 67 92 2 2 . Dale Murphy NATLCF614163 29 89 83 75 11 50171388 266 813 822 617 303 6 61900 Dwayne Murphy AOAKCF329 83 9 50 39 56 9 3828 948 145 575 528 635 276 6 2 600 Dave Parker NCINRF637174 31 89116 56 14 67272024 247 9781093 495 278 9 91042 Dan Pasqua ANYALF280 82 16 44 45 47 2 428 113 25 61 70 63 148 4 2 110 D Porter ATEXCD155 41 12 21 29 22 16 54091338 181 746 805 875 165 9 1 260 D Schofield ACALSS458114 13 67 57 48 4 1350 298 28 160 123 122 246389 18 475 Don Slaught ATEXC 314 83 13 39 46 16 5 1457 405 28 156 159 76 533 40 4 432 D Strawberry NNYNRF475123 27 76 93 72 4 1810 471 108 292 343 267 226 10 61220 Dale Sveum AMIL3B317 78 7 35 35 32 1 317 78 7 35 35 32 45122 26 70 D Tartabull ASEARF511138 25 76 96 61 3 592 164 28 87 110 71 157 7 8 145 Dickie Thon NHOUSS278 69 3 24 21 29 8 2079 565 32 258 192 162 142210 10 . Denny Walling NHOU3B382119 13 54 58 36 12 2133 594 41 287 294 227 59156 9 595 Dave Winfield ANYARF565148 24 90104 77 14 72872083 30511351234 791 292 9 51861 Enos Cabell NLA 1B277 71 2 27 29 14 15 59521647 60 753 596 259 360 32 5 . Eric Davis NCINLF415115 27 97 71 68 3 711 184 45 156 119 99 274 2 7 300 Eddie Milner NCINCF424110 15 70 47 36 7 2130 544 38 335 174 258 292 6 3 490 Eddie Murray ABAL1B495151 17 61 84 78 10 56241679 275 8841015 7091045 88 132460 Ernest Riles AMILSS524132 9 69 47 54 2 972 260 14 123 92 90 212327 20 . Ed Romero ABOSSS233 49 2 41 23 18 8 1350 336 7 166 122 106 102132 10 375 Ernie Whitt ATORC 395106 16 48 56 35 10 2303 571 86 266 323 248 709 41 7 . Fred Lynn ABALCF397114 23 67 67 53 13 55891632 241 906 926 716 244 2 4 . Floyd Rayford ABAL3B210 37 8 15 19 15 6 994 244 36 107 114 53 40115 15 . F Stubbs NLA LF420 95 23 55 58 37 3 646 139 31 77 77 61 206 10 7 . Frank White AKC 2B566154 22 76 84 43 14 61001583 131 743 693 300 316439 10 750 George Bell ATORLF641198 31101108 41 5 2129 610 92 297 319 117 269 17 101175 Glenn Braggs AMILLF215 51 4 19 18 11 1 215 51 4 19 18 11 116 5 12 70 George Brett AKC 3B441128 16 70 73 80 14 66752095 20910721050 695 97218 161500 Greg Brock NLA 1B325 76 16 33 52 37 5 1506 351 71 195 219 214 726 87 3 385 Gary Carter NNYNC 490125 24 81105 62 13 60631646 271 847 999 680 869 62 81926 Glenn Davis NHOU1B574152 31 91101 64 3 985 260 53 148 173 951253111 11 215 George Foster NNYNLF284 64 14 30 42 24 18 70231925 348 9861239 666 96 4 4 . Gary Gaetti AMIN3B596171 34 91108 52 6 2862 728 107 361 401 224 118334 21 900 Greg Gagne AMINSS472118 12 63 54 30 4 793 187 14 102 80 50 228377 26 155 G Hendrick ACALOF283 77 14 45 47 26 16 68401910 259 9151067 546 144 6 5 700 Glenn Hubbard NATL2B408 94 4 42 36 66 9 3573 866 59 429 365 410 282487 19 535 Garth Iorg ATOR32327 85 3 30 44 20 8 2140 568 16 216 208 93 91185 12 363 Gary Matthews NCHNLF370 96 21 49 46 60 15 69861972 2311070 955 921 137 5 9 733 Graig Nettles NSD 3B354 77 16 36 55 41 20 87162172 384117212671057 83174 16 200 Gary Pettis ACALCF539139 5 93 58 69 5 1469 369 12 247 126 198 462 9 7 400 Gary Redus NPHILF340 84 11 62 33 47 5 1516 376 42 284 141 219 185 8 4 400 G Templeton NSD SS510126 2 42 44 35 11 55621578 44 703 519 256 207358 20 738 Gorman Thomas ASEADH315 59 16 45 36 58 13 46771051 268 681 782 697 0 0 0 . Greg Walker ACHA1B282 78 13 37 51 29 5 1649 453 73 211 280 138 670 57 5 500 Gary Ward ATEXLF380120 5 54 51 31 8 3118 900 92 444 419 240 237 8 1 600 Glenn Wilson NPHIRF584158 15 70 84 42 5 2358 636 58 265 316 134 331 20 4 663 Harold Baines ACHARF570169 21 72 88 38 7 37541077 140 492 589 263 295 15 5 950 Hubie Brooks NMONSS306104 14 50 58 25 7 2954 822 55 313 377 187 116222 15 750 H Johnson NNYN3S220 54 10 30 39 31 5 1185 299 40 145 154 128 50136 20 298 Hal McRae AKC DH278 70 7 22 37 18 18 71862081 190 9351088 643 0 0 0 325 H Reynolds ASEA2B445 99 1 46 24 29 4 618 129 1 72 31 48 278415 16 88 Harry Spilman NSF 1B143 39 5 18 30 15 9 639 151 16 80 97 61 138 15 1 175 H Winningham NMONOF185 40 4 23 11 18 3 524 125 7 58 37 47 97 2 2 90 J Barfield ATORRF589170 40107108 69 6 2325 634 128 371 376 238 368 20 31238 Juan Beniquez ABALUT343103 6 48 36 40 15 43381193 70 581 421 325 211 56 13 430 Juan Bonilla ABAL2B284 69 1 33 18 25 5 1407 361 6 139 98 111 122140 5 . J Cangelosi ACHALF438103 2 65 32 71 2 440 103 2 67 32 71 276 7 9 100 Jose Canseco AOAKLF600144 33 85117 65 2 696 173 38 101 130 69 319 4 14 165 Joe Carter ACLERF663200 29108121 32 4 1447 404 57 210 222 68 241 8 6 250 Jack Clark NSTL1B232 55 9 34 23 45 12 44051213 194 702 705 625 623 35 31300 Jose Cruz NHOULF479133 10 48 72 55 17 74722147 153 9801032 854 237 5 4 773 Julio Cruz ACHA2B209 45 0 38 19 42 10 3859 916 23 557 279 478 132205 5 . Jody Davis NCHNC 528132 21 61 74 41 6 2641 671 97 273 383 226 885105 81008 Jim Dwyer ABALDO160 39 8 18 31 22 14 2128 543 56 304 268 298 33 3 0 275 Julio Franco ACLESS599183 10 80 74 32 5 2482 715 27 330 326 158 231374 18 775 Jim Gantner AMIL2B497136 7 58 38 26 11 38711066 40 450 367 241 304347 10 850 Johnny Grubb ADETDH210 70 13 32 51 28 15 40401130 97 544 462 551 0 0 0 365 J Hairston ACHAUT225 61 5 32 26 26 11 1568 408 25 202 185 257 132 9 0 . Jack Howell ACAL3B151 41 4 26 21 19 2 288 68 9 45 39 35 28 56 2 95 John Kruk NSD LF278 86 4 33 38 45 1 278 86 4 33 38 45 102 4 2 110 J Leonard NSF LF341 95 6 48 42 20 10 2964 808 81 379 428 221 158 4 5 100 Jim Morrison NPIT3B537147 23 58 88 47 10 2744 730 97 302 351 174 92257 20 278 John Moses ASEACF399102 3 56 34 34 5 670 167 4 89 48 54 211 9 3 80 J Mumphrey NCHNOF309 94 5 37 32 26 13 46181330 57 616 522 436 161 3 3 600 Joe Orsulak NPITRF401100 2 60 19 28 4 876 238 2 126 44 55 193 11 4 . Jorge Orta AKC DH336 93 9 35 46 23 15 57791610 128 730 741 497 0 0 0 . Jim Presley ASEA3B616163 27 83107 32 3 1437 377 65 181 227 82 110308 15 200 Jamie Quirk AKC CS219 47 8 24 26 17 12 1188 286 23 100 125 63 260 58 4 . Johnny Ray NPIT2B579174 7 67 78 58 6 3053 880 32 366 337 218 280479 5 657 Jeff Reed AMINC 165 39 2 13 9 16 3 196 44 2 18 10 18 332 19 2 75 Jim Rice ABOSLF618200 20 98110 62 13 71272163 35111041289 564 330 16 82413 Jerry Royster NSD UT257 66 5 31 26 32 14 3910 979 33 518 324 382 87166 14 250 John Russell NPHIC 315 76 13 35 60 25 3 630 151 24 68 94 55 498 39 13 155 Juan Samuel NPHI2B591157 16 90 78 26 4 2020 541 52 310 226 91 290440 25 640 John Shelby ABALOF404 92 11 54 49 18 6 1354 325 30 188 135 63 222 5 5 300 Joel Skinner ACHAC 315 73 5 23 37 16 4 450 108 6 38 46 28 227 15 3 110 Jeff Stone NPHIOF249 69 6 32 19 20 4 702 209 10 97 48 44 103 8 2 . Jim Sundberg AKC C 429 91 12 41 42 57 13 55901397 83 578 579 644 686 46 4 825 Jim Traber ABALUT212 54 13 28 44 18 2 233 59 13 31 46 20 243 23 5 . Jose Uribe NSF SS453101 3 46 43 61 3 948 218 6 96 72 91 249444 16 195 Jerry Willard AOAKC 161 43 4 17 26 22 3 707 179 21 77 99 76 300 12 2 . J Youngblood NSF OF184 47 5 20 28 18 11 3327 890 74 419 382 304 49 2 0 450 Kevin Bass NHOURF591184 20 83 79 38 5 1689 462 40 219 195 82 303 12 5 630 Kal Daniels NCINOF181 58 6 34 23 22 1 181 58 6 34 23 22 88 0 3 87 Kirk Gibson ADETRF441118 28 84 86 68 8 2723 750 126 433 420 309 190 2 21300 Ken Griffey ANYAOF490150 21 69 58 35 14 61261839 121 983 707 600 96 5 31000 K Hernandez NNYN1B551171 13 94 83 94 13 60901840 128 969 900 9171199149 51800 Kent Hrbek AMIN1B550147 29 85 91 71 6 2816 815 117 405 474 3191218104 101310 Ken Landreaux NLA OF283 74 4 34 29 22 10 39191062 85 505 456 283 145 5 7 738 K McReynolds NSD CF560161 26 89 96 66 4 1789 470 65 233 260 155 332 9 8 625 K Mitchell NNYNOS328 91 12 51 43 33 2 342 94 12 51 44 33 145 59 8 125 K Moreland NCHNRF586159 12 72 79 53 9 3082 880 83 363 477 295 181 13 41043 Ken Oberkfell NATL3B503136 5 62 48 83 10 3423 970 20 408 303 414 65258 8 725 Ken Phelps ASEADH344 85 24 69 64 88 7 911 214 64 150 156 187 0 0 0 300 Kirby Puckett AMINCF680223 31119 96 34 3 1928 587 35 262 201 91 429 8 6 365 K Stillwell NCINSS279 64 0 31 26 30 1 279 64 0 31 26 30 107205 16 75 Leon Durham NCHN1B484127 20 66 65 67 7 3006 844 116 436 458 3771231 80 71183 Len Dykstra NNYNCF431127 8 77 45 58 2 667 187 9 117 64 88 283 8 3 203 Larry Herndon ADETOF283 70 8 33 37 27 12 44791222 94 557 483 307 156 2 2 225 Lee Lacy ABALRF491141 11 77 47 37 15 42911240 84 615 430 340 239 8 2 525 Len Matuszek NLA O1199 52 9 26 28 21 6 805 191 30 113 119 87 235 22 5 265 Lloyd Moseby ATORCF589149 21 89 86 64 7 3558 928 102 513 471 351 371 6 6 788 Lance Parrish ADETC 327 84 22 53 62 38 10 42731123 212 577 700 334 483 48 6 800 Larry Parrish ATEXDH464128 28 67 94 52 13 58291552 210 740 840 452 0 0 0 588 Luis Rivera NMONSS166 34 0 20 13 17 1 166 34 0 20 13 17 64119 9 . Larry Sheets ABALDH338 92 18 42 60 21 3 682 185 36 88 112 50 0 0 0 145 Lonnie Smith AKC LF508146 8 80 44 46 9 3148 915 41 571 289 326 245 5 9 . Lou Whitaker ADET2B584157 20 95 73 63 10 47041320 93 724 522 576 276421 11 420 Mike Aldrete NSF 1O216 54 2 27 25 33 1 216 54 2 27 25 33 317 36 1 75 Marty Barrett ABOS2B625179 4 94 60 65 5 1696 476 12 216 163 166 303450 14 575 Mike Brown NPITOF243 53 4 18 26 27 4 853 228 23 101 110 76 107 3 3 . Mike Davis AOAKRF489131 19 77 55 34 7 2051 549 62 300 263 153 310 9 9 780 Mike Diaz NPITO1209 56 12 22 36 19 2 216 58 12 24 37 19 201 6 3 90 M Duncan NLA SS407 93 8 47 30 30 2 969 230 14 121 69 68 172317 25 150 Mike Easler ANYADH490148 14 64 78 49 13 34001000 113 445 491 301 0 0 0 700 M Fitzgerald NMONC 209 59 6 20 37 27 4 884 209 14 66 106 92 415 35 3 . Mel Hall ACLELF442131 18 68 77 33 6 1416 398 47 210 203 136 233 7 7 550 M Hatcher AMINUT317 88 3 40 32 19 8 2543 715 28 269 270 118 220 16 4 . Mike Heath NSTLC 288 65 8 30 36 27 9 2815 698 55 315 325 189 259 30 10 650 Mike Kingery AKC OF209 54 3 25 14 12 1 209 54 3 25 14 12 102 6 3 68 M LaValliere NSTLC 303 71 3 18 30 36 3 344 76 3 20 36 45 468 47 6 100 Mike Marshall NLA RF330 77 19 47 53 27 6 1928 516 90 247 288 161 149 8 6 670 M Pagliarulo ANYA3B504120 28 71 71 54 3 1085 259 54 150 167 114 103283 19 175 Mark Salas AMINC 258 60 8 28 33 18 3 638 170 17 80 75 36 358 32 8 137 Mike Schmidt NPHI3B 20 1 0 0 0 0 2 41 9 2 6 7 4 78220 62127 Mike Scioscia NLA C 374 94 5 36 26 62 7 1968 519 26 181 199 288 756 64 15 875 M Tettleton AOAKC 211 43 10 26 35 39 3 498 116 14 59 55 78 463 32 8 120 Milt Thompson NPHICF299 75 6 38 23 26 3 580 160 8 71 33 44 212 1 2 140 Mitch Webster NMONCF576167 8 89 49 57 4 822 232 19 132 83 79 325 12 8 210 Mookie Wilson NNYNOF381110 9 61 45 32 7 3015 834 40 451 249 168 228 7 5 800 Marvell Wynne NSD OF288 76 7 34 37 15 4 1644 408 16 198 120 113 203 3 3 240 Mike Young ABALLF369 93 9 43 42 49 5 1258 323 54 181 177 157 149 1 6 350 Nick Esasky NCIN1B330 76 12 35 41 47 4 1367 326 55 167 198 167 512 30 5 . Ozzie Guillen ACHASS547137 2 58 47 12 2 1038 271 3 129 80 24 261459 22 175 O McDowell ATEXCF572152 18105 49 65 2 978 249 36 168 91 101 325 13 3 200 Omar Moreno NATLRF359 84 4 46 27 21 12 49921257 37 699 386 387 151 8 5 . Ozzie Smith NSTLSS514144 0 67 54 79 9 47391169 13 583 374 528 229453 151940 Ozzie Virgil NATLC 359 80 15 45 48 63 7 1493 359 61 176 202 175 682 93 13 700 Phil Bradley ASEALF526163 12 88 50 77 4 1556 470 38 245 167 174 250 11 1 750 Phil Garner NHOU3B313 83 9 43 41 30 14 58851543 104 751 714 535 58141 23 450 P Incaviglia ATEXRF540135 30 82 88 55 1 540 135 30 82 88 55 157 6 14 172 Paul Molitor AMIL3B437123 9 62 55 40 9 41391203 79 676 390 364 82170 151260 Pete O'Brien ATEX1B551160 23 86 90 87 5 2235 602 75 278 328 2731224115 11 . Pete Rose NCIN1B237 52 0 15 25 30 24140534256 160216513141566 523 43 6 750 Pat Sheridan ADETOF236 56 6 41 19 21 5 1257 329 24 166 125 105 172 1 4 190 Pat Tabler ACLE1B473154 6 61 48 29 6 1966 566 29 250 252 178 846 84 9 580 R Belliard NPITSS309 72 0 33 31 26 5 354 82 0 41 32 26 117269 12 130 Rick Burleson ACALUT271 77 5 35 29 33 12 49331358 48 630 435 403 62 90 3 450 Randy Bush AMINLF357 96 7 50 45 39 5 1394 344 43 178 192 136 167 2 4 300 Rick Cerone AMILC 216 56 4 22 18 15 12 2796 665 43 266 304 198 391 44 4 250 Ron Cey NCHN3B256 70 13 42 36 44 16 70581845 312 9651128 990 41118 81050 Rob Deer AMILRF466108 33 75 86 72 3 652 142 44 102 109 102 286 8 8 215 Rick Dempsey ABALC 327 68 13 42 29 45 18 3949 939 78 438 380 466 659 53 7 400 Rich Gedman ABOSC 462119 16 49 65 37 7 2131 583 69 244 288 150 866 65 6 . Ron Hassey ANYAC 341110 9 45 49 46 9 2331 658 50 249 322 274 251 9 4 560 R Henderson ANYACF608160 28130 74 89 8 40711182 103 862 417 708 426 4 61670 R Jackson ACALDH419101 18 65 58 92 20 95282510 548150916591342 0 0 0 488 Ricky Jones ACALRF 33 6 0 2 4 7 1 33 6 0 2 4 7 205 5 4 . Ron Kittle ACHADH376 82 21 42 60 35 5 1770 408 115 238 299 157 0 0 0 425 Ray Knight NNYN3B486145 11 51 76 40 11 39671102 67 410 497 284 88204 16 500 Randy Kutcher NSF OF186 44 7 28 16 11 1 186 44 7 28 16 11 99 3 1 . Rudy Law AKC OF307 80 1 42 36 29 7 2421 656 18 379 198 184 145 2 2 . Rick Leach ATORDO246 76 5 35 39 13 6 912 234 12 102 96 80 44 0 1 250 Rick Manning AMILOF205 52 8 31 27 17 12 51341323 56 643 445 459 155 3 2 400 R Mulliniks ATOR3B348 90 11 50 45 43 10 2288 614 43 295 273 269 60176 6 450 Ron Oester NCIN2B523135 8 52 44 52 9 3368 895 39 377 284 296 367475 19 750 Rey Quinones ABOSSS312 68 2 32 22 24 1 312 68 2 32 22 24 86150 15 70 R Ramirez NATLS3496119 8 57 33 21 7 3358 882 36 365 280 165 155371 29 875 Ronn Reynolds NPITLF126 27 3 8 10 5 4 239 49 3 16 13 14 190 2 9 190 Ron Roenicke NPHIOF275 68 5 42 42 61 6 961 238 16 128 104 172 181 3 2 191 Ryne Sandberg NCHN2B627178 14 68 76 46 6 3146 902 74 494 345 242 309492 5 740 R Santana NNYNSS394 86 1 38 28 36 4 1089 267 3 94 71 76 203369 16 250 Rick Schu NPHI3B208 57 8 32 25 18 3 653 170 17 98 54 62 42 94 13 140 Ruben Sierra ATEXOF382101 16 50 55 22 1 382 101 16 50 55 22 200 7 6 98 Roy Smalley AMINDH459113 20 59 57 68 12 53481369 155 713 660 735 0 0 0 740 R Thompson NSF 2B549149 7 73 47 42 1 549 149 7 73 47 42 255450 17 140 Rob Wilfong ACAL2B288 63 3 25 33 16 10 2682 667 38 315 259 204 135257 7 342 R Williams NLA CF303 84 4 35 32 23 2 312 87 4 39 32 23 179 5 3 . Robin Yount AMILCF522163 9 82 46 62 13 70372019 1531043 827 535 352 9 11000 Steve Balboni AKC 1B512117 29 54 88 43 6 1750 412 100 204 276 1551236 98 18 100 Scott Bradley ASEAC 220 66 5 20 28 13 3 290 80 5 27 31 15 281 21 3 90 Sid Bream NPIT1B522140 16 73 77 60 4 730 185 22 93 106 861320166 17 200 S Buechele ATEX3B461112 18 54 54 35 2 680 160 24 76 75 49 111226 11 135 S Dunston NCHNSS581145 17 66 68 21 2 831 210 21 106 86 40 320465 32 155 S Fletcher ATEXSS530159 3 82 50 47 6 1619 426 11 218 149 163 196354 15 475 Steve Garvey NSD 1B557142 21 58 81 23 18 87592583 27111381299 4781160 53 71450 Steve Jeltz NPHISS439 96 0 44 36 65 4 711 148 1 68 56 99 229406 22 150 S Lombardozzi AMIN2B453103 8 53 33 52 2 507 123 8 63 39 58 289407 6 105 Spike Owen ASEASS528122 1 67 45 51 4 1716 403 12 211 146 155 209372 17 350 Steve Sax NLA 2B633210 6 91 56 59 6 3070 872 19 420 230 274 367432 16 90 Tony Armas ABOSCF 16 2 0 1 0 0 2 28 4 0 1 0 0 247 4 8 . T Bernazard ACLE2B562169 17 88 73 53 8 3181 841 61 450 342 373 351442 17 530 Tom Brookens ADETUT281 76 3 42 25 20 8 2658 657 48 324 300 179 106144 7 342 Tom Brunansky AMINRF593152 23 69 75 53 6 2765 686 133 369 384 321 315 10 6 940 T Fernandez ATORSS687213 10 91 65 27 4 1518 448 15 196 137 89 294445 13 350 Tim Flannery NSD 2B368103 3 48 28 54 8 1897 493 9 207 162 198 209246 3 327 Tom Foley NMONUT263 70 1 26 23 30 4 888 220 9 83 82 86 81147 4 250 Tony Gwynn NSD RF642211 14107 59 52 5 2364 770 27 352 230 193 337 19 4 740 Terry Harper NATLOF265 68 8 26 30 29 7 1337 339 32 135 163 128 92 5 3 425 Toby Harrah ATEX2B289 63 7 36 41 44 17 74021954 1951115 9191153 166211 7 . Tommy Herr NSTL2B559141 2 48 61 73 8 3162 874 16 421 349 359 352414 9 925 Tim Hulett ACHA3B520120 17 53 44 21 4 927 227 22 106 80 52 70144 11 185 Terry Kennedy NSD C 19 4 1 2 3 1 1 19 4 1 2 3 1 692 70 8 920 Tito Landrum NSTLOF205 43 2 24 17 20 7 854 219 12 105 99 71 131 6 1 287 Tim Laudner AMINC 193 47 10 21 29 24 6 1136 256 42 129 139 106 299 13 5 245 Tom O'Malley ABAL3B181 46 1 19 18 17 5 937 238 9 88 95 104 37 98 9 . Tom Paciorek ATEXUT213 61 4 17 22 3 17 40611145 83 488 491 244 178 45 4 235 Tony Pena NPITC 510147 10 56 52 53 7 2872 821 63 307 340 174 810 99 181150 T Pendleton NSTL3B578138 1 56 59 34 3 1399 357 7 149 161 87 133371 20 160 Tony Perez NCIN1B200 51 2 14 29 25 23 97782732 37912721652 925 398 29 7 . Tony Phillips AOAK2B441113 5 76 52 76 5 1546 397 17 226 149 191 160290 11 425 Terry Puhl NHOUOF172 42 3 17 14 15 10 40861150 57 579 363 406 65 0 0 900 Tim Raines NMONLF580194 9 91 62 78 8 33721028 48 604 314 469 270 13 6 . Ted Simmons NATLUT127 32 4 14 25 12 19 83962402 24210481348 819 167 18 6 500 Tim Teufel NNYN2B279 69 4 35 31 32 4 1359 355 31 180 148 158 133173 9 278 Tim Wallach NMON3B480112 18 50 71 44 7 3031 771 110 338 406 239 94270 16 750 Vince Coleman NSTLLF600139 0 94 29 60 2 1236 309 1 201 69 110 300 12 9 160 Von Hayes NPHI1B610186 19107 98 74 6 2728 753 69 399 366 2861182 96 131300 Vance Law NMON2B360 81 5 37 44 37 7 2268 566 41 279 257 246 170284 3 525 Wally Backman NNYN2B387124 1 67 27 36 7 1775 506 6 272 125 194 186290 17 550 Wade Boggs ABOS3B580207 8107 71105 5 2778 978 32 474 322 417 121267 191600 Will Clark NSF 1B408117 11 66 41 34 1 408 117 11 66 41 34 942 72 11 120 Wally Joyner ACAL1B593172 22 82100 57 1 593 172 22 82 100 571222139 15 165 W Krenchicki NMON13221 53 2 21 23 22 8 1063 283 15 107 124 106 325 58 6 . Willie McGee NSTLCF497127 7 65 48 37 5 2703 806 32 379 311 138 325 9 3 700 W Randolph ANYA2B492136 5 76 50 94 12 55111511 39 897 451 875 313381 20 875 W Tolleson ACHA3B475126 3 61 43 52 6 1700 433 7 217 93 146 37113 7 385 Willie Upshaw ATOR1B573144 9 85 60 78 8 3198 857 97 470 420 3321314131 12 960 Willie Wilson AKC CF631170 9 77 44 31 11 49081457 30 775 357 249 408 4 31000 ;