MLB/Players/Ketel Marte
Ketel Marte

KETEL MARTE

2B · Arizona Diamondbacks · 20152026 · 1,352 games
1,352
CAREER GAMES · REGULAR SEASON
12 seasons
.278
CAREER BATTING AVERAGE
1,394 hits in 5,017 at-bats
193
CAREER HOME RUNS
655 RBI · 69 stolen bases

01/Hitting

Season by season
Regular season
SeasonClubGABRH2B3BHRRBIBBSOSBAVGOBPSLGOPS
2026AZ12248366121243226843794.251.312.449.761
2025AZ12648087136280287264834.283.368.517.884
2024AZ136504931472323695651067.292.373.560.932
2023AZ150569941572692582711098.276.356.485.841
2022AZ137492681184221252551015.240.316.407.723
2021AZ9034052108291145031602.318.375.532.907
2020AZ4518119521412177211.287.314.409.723
2019AZ144569971873693292538610.329.386.592.978
2018AZ153520681352612145954796.260.329.437.766
2017AZ73223305811251829373.260.345.395.740
2016SEA11943755113212133188411.259.288.323.611
2015SEA57219256214321724438.283.354.402.756
Career1,3525,0177541,3942944619365551488869.278.345.470.815

04/Where the ball went

2018 Regular season
Play log from 2015
Spray chart · 431 batted balls
Groundout · 75.0 mph · 22 ftFlyoutFlyout · 79.7 mph · 276 ftLineout · 79.6 mph · 287 ftGroundout · 69.3 mph · 4 ftGroundout · 108.2 mph · 37 ftGroundoutFlyout · 82.9 mph · 259 ftGroundout · 49.4 mph · 36 ftGroundout · 75.0 mph · 5 ftGroundout · 104.4 mph · 7 ftLineout · 75.4 mph · 247 ftGroundout · 106.3 mph · 39 ftGroundout · 76.1 mph · 1 ftForceout · 83.2 mph · 8 ftGroundout · 86.5 mph · 6 ftField Error · 87.3 mph · 3 ftFlyout · 89.6 mph · 304 ftGroundout · 91.8 mph · 5 ftGroundout · 96.8 mph · 17 ftLineout · 82.4 mph · 266 ftFlyout · 83.3 mph · 227 ftPop Out · 66.7 mph · 17 ftGroundout · 100.7 mph · 38 ftGroundout · 61.3 mph · 4 ftFlyout · 89.4 mph · 275 ftForceout · 57.7 mph · 23 ftGroundoutGroundout · 87.2 mph · 5 ftFielder’s choiceGroundout · 88.3 mph · 6 ftGroundout · 85.6 mph · 9 ftGroundoutGroundout · 78.7 mph · 52 ftFlyout · 81.7 mph · 275 ftGroundout · 108.5 mph · 32 ftGroundoutGroundout · 83.8 mph · 5 ftForceout · 81.4 mph · 3 ftGroundout · 85.1 mph · 6 ftGroundout · 81.7 mph · 5 ftGrounded into a double play · 72.1 mph · 13 ftGroundout · 96.3 mph · 4 ftGroundout · 99.9 mph · 8 ftForceout · 92.9 mph · 9 ftGroundout · 78.9 mph · 86 ftLineout · 90.7 mph · 274 ftLineout · 83.6 mph · 169 ftFlyout · 87.0 mph · 330 ftGroundout · 96.6 mph · 5 ftGroundout · 103.1 mph · 38 ftGroundout · 74.4 mph · 5 ftLineout · 72.5 mph · 169 ftGroundout · 73.3 mph · 52 ftFlyout · 86.3 mph · 242 ftFlyout · 83.1 mph · 220 ftFlyout · 96.8 mph · 329 ftGroundout · 91.7 mph · 8 ftGroundout · 94.7 mph · 4 ftGroundout · 73.9 mph · 4 ftGroundout · 101.1 mph · 5 ftPop OutGroundout · 90.3 mph · 17 ftGroundout · 90.6 mph · 10 ftGroundout · 99.2 mph · 13 ftFlyout · 79.5 mph · 284 ftPop Out · 72.1 mph · 207 ftGroundout · 104.5 mph · 4 ftPop Out · 59.7 mph · 171 ftLineout · 101.0 mph · 357 ftGroundout · 100.0 mph · 3 ftGroundout · 93.5 mph · 100 ftGroundout · 91.3 mph · 2 ftGroundout · 75.8 mph · 7 ftGroundout · 83.1 mph · 5 ftGroundout · 94.8 mph · 7 ftFlyout · 78.0 mph · 257 ftFlyout · 76.0 mph · 197 ftFlyout · 82.8 mph · 270 ftGroundout · 101.1 mph · 12 ftGroundout · 102.0 mph · 9 ftLineout · 99.3 mph · 307 ftLineout · 83.7 mph · 273 ftGroundout · 104.5 mph · 26 ftLineout · 97.0 mph · 377 ftFlyout · 88.0 mph · 294 ftBunt Pop OutGroundout · 85.9 mph · 5 ftField Error · 86.6 mph · 22 ftLineout · 108.7 mph · 323 ftPop OutGroundoutPop Out · 76.0 mph · 115 ftGroundout · 52.1 mph · 3 ftGroundout · 82.3 mph · 4 ftFlyout · 102.2 mph · 404 ftGroundout · 71.1 mph · 17 ftLineout · 95.5 mph · 342 ftGroundout · 96.8 mph · 36 ftFlyout · 87.4 mph · 268 ftGroundout · 78.2 mph · 5 ftGroundoutLineout · 87.0 mph · 309 ftGroundout · 87.6 mph · 6 ftGroundout · 89.7 mph · 12 ftForceout · 103.5 mph · 12 ftGroundout · 94.9 mph · 13 ftForceout · 107.0 mph · 50 ftFlyout · 84.5 mph · 265 ftGrounded into a double play · 92.1 mph · 10 ftFlyout · 97.1 mph · 350 ftGroundout · 87.4 mph · 3 ftLineout · 100.2 mph · 378 ftForceout · 90.2 mph · 4 ftFlyout · 92.4 mph · 322 ftGroundout · 81.7 mph · 2 ftGroundout · 73.8 mph · 48 ftPop OutGroundout · 103.5 mph · 14 ftGroundout · 64.0 mph · 2 ftFlyout · 88.0 mph · 317 ftLineout · 95.0 mph · 356 ftPop OutForceout · 84.6 mph · 23 ftFlyout · 74.3 mph · 198 ftFlyout · 96.9 mph · 392 ftGroundout · 93.7 mph · 116 ftFlyout · 92.6 mph · 295 ftFlyout · 96.2 mph · 329 ftGroundout · 87.7 mph · 7 ftGrounded into a double play · 71.0 mph · 6 ftGroundout · 108.6 mph · 51 ftGroundoutFlyout · 70.6 mph · 233 ftGroundout · 94.1 mph · 7 ftField Error · 54.5 mph · 5 ftFlyout · 90.1 mph · 338 ftGroundout · 103.9 mph · 10 ftForceout · 83.3 mph · 19 ftSacrifice fly · 96.7 mph · 375 ftGroundout · 70.5 mph · 5 ftFlyout · 85.6 mph · 265 ftGroundout · 59.3 mph · 5 ftGroundout · 108.9 mph · 18 ftFlyout · 79.1 mph · 296 ftGroundout · 82.9 mph · 7 ftFlyout · 92.2 mph · 302 ftGroundout · 70.6 mph · 7 ftGroundout · 73.8 mph · 17 ftFlyout · 91.3 mph · 351 ftPop Out · 56.1 mph · 102 ftFlyout · 94.6 mph · 355 ftField Error · 94.7 mph · 96 ftFlyout · 83.8 mph · 246 ftGroundout · 85.4 mph · 28 ftLineout · 99.3 mph · 178 ftGroundoutField ErrorGrounded into a double play · 98.1 mph · 12 ftGroundout · 103.1 mph · 135 ftGroundout · 70.2 mph · 7 ftGroundout · 75.9 mph · 2 ftGroundout · 77.2 mph · 15 ftFlyout · 94.6 mph · 365 ftField ErrorFlyout · 87.3 mph · 260 ftGroundout · 77.8 mph · 3 ftLineout · 97.9 mph · 156 ftPop OutGroundout · 70.8 mph · 6 ftGroundout · 76.0 mph · 8 ftGroundout · 65.4 mph · 71 ftGroundout · 92.8 mph · 27 ftGroundout · 105.3 mph · 27 ftGroundoutPop OutLineout · 65.7 mph · 176 ftFlyout · 100.2 mph · 402 ftLineoutGrounded into a double play · 77.5 mph · 18 ftGroundout · 99.8 mph · 8 ftGroundout · 46.7 mph · 117 ftPop OutFlyout · 95.2 mph · 345 ftPop OutGroundout · 82.9 mph · 2 ftGroundout · 81.3 mph · 57 ftGroundout · 109.8 mph · 25 ftGroundout · 85.3 mph · 5 ftGroundout · 82.8 mph · 56 ftFlyout · 87.9 mph · 324 ftLineout · 95.9 mph · 125 ftPop OutGroundout · 71.1 mph · 3 ftFlyout · 90.4 mph · 322 ftPop Out · 73.5 mph · 160 ftLineout · 88.1 mph · 289 ftGroundout · 81.5 mph · 12 ftGroundout · 95.2 mph · 6 ftFlyout · 78.6 mph · 265 ftLineout · 87.2 mph · 318 ftGroundout · 71.9 mph · 16 ftGroundout · 100.4 mph · 122 ftFlyout · 101.4 mph · 365 ftForceout · 90.9 mph · 5 ftFlyout · 88.4 mph · 344 ftGroundoutGroundout · 85.2 mph · 4 ftLineout · 59.7 mph · 186 ftLineout · 91.6 mph · 336 ftGroundout · 95.1 mph · 7 ftGroundout · 93.9 mph · 4 ftFlyout · 88.8 mph · 284 ftBunt Groundout · 44.7 mph · 11 ftGroundout · 83.6 mph · 3 ftFlyout · 101.3 mph · 390 ftGrounded into a double play · 98.7 mph · 4 ftGroundout · 100.9 mph · 10 ftGrounded into a double playGroundout · 92.5 mph · 8 ftPop Out · 69.9 mph · 168 ftPop Out · 66.3 mph · 205 ftLineout · 84.5 mph · 289 ftFlyoutFlyout · 95.7 mph · 389 ftLineout · 98.6 mph · 367 ftGroundout · 77.4 mph · 9 ftFlyout · 92.2 mph · 287 ftGroundout · 67.6 mph · 4 ftPop OutFlyout · 92.0 mph · 338 ftGroundout · 106.4 mph · 7 ftGroundout · 89.8 mph · 4 ftPop Out · 77.9 mph · 203 ftGroundout · 41.7 mph · 3 ftForceout · 76.2 mph · 8 ftFlyout · 96.7 mph · 354 ftGroundout · 92.1 mph · 7 ftGroundout · 74.8 mph · 23 ftFlyout · 89.9 mph · 268 ftFlyout · 73.7 mph · 258 ftFlyout · 93.9 mph · 320 ftPop Out · 65.8 mph · 108 ftGroundout · 72.0 mph · 3 ftLineout · 81.3 mph · 240 ftGroundout · 88.6 mph · 9 ftGroundout · 98.5 mph · 5 ftGroundout · 63.3 mph · 7 ftLineout · 78.7 mph · 181 ftGroundout · 92.4 mph · 6 ftGroundout · 94.6 mph · 6 ftFlyout · 66.4 mph · 199 ftLineout · 99.2 mph · 365 ftFlyout · 83.3 mph · 271 ftFlyout · 102.6 mph · 370 ftGroundout · 87.6 mph · 6 ftFlyout · 97.7 mph · 372 ftLineout · 90.0 mph · 267 ftGroundout · 98.7 mph · 56 ftForceout · 77.4 mph · 4 ftFlyout · 75.7 mph · 224 ftGroundout · 68.8 mph · 38 ftGroundout · 96.0 mph · 10 ftGroundout · 95.7 mph · 11 ftFlyout · 92.6 mph · 313 ftGroundout · 78.0 mph · 12 ftGroundoutPop OutPop Out · 81.9 mph · 121 ftFlyout · 95.8 mph · 350 ftGroundout · 73.7 mph · 44 ftSacrifice fly · 102.8 mph · 329 ftGrounded into a double play · 87.2 mph · 38 ftPop OutFlyout · 82.8 mph · 310 ftFlyout · 92.2 mph · 344 ftLineout · 100.6 mph · 357 ftFlyout · 81.8 mph · 250 ftFlyout · 79.5 mph · 229 ftGroundout · 76.4 mph · 4 ftGrounded into a double play · 77.6 mph · 19 ftGroundout · 86.1 mph · 22 ftLineout · 88.0 mph · 302 ftGroundout · 97.1 mph · 5 ftGroundout · 70.3 mph · 8 ftPop OutSacrifice bunt · 37.0 mph · 2 ftGroundout · 68.9 mph · 5 ftFlyout · 77.1 mph · 264 ftGroundout · 83.5 mph · 6 ftGrounded into a double play · 107.7 mph · 17 ftFlyoutFlyout · 90.7 mph · 267 ftField Error · 106.2 mph · 68 ftFlyout · 91.3 mph · 329 ftFlyout · 93.3 mph · 362 ftLineout · 97.4 mph · 315 ftFlyout · 75.4 mph · 225 ftGroundout · 100.0 mph · 23 ftGrounded into a double play · 82.5 mph · 55 ftGroundout · 48.1 mph · 4 ftLineout · 90.5 mph · 180 ftSingle · 86.4 mph · 137 ftTriple · 98.1 mph · 359 ftTriple · 110.4 mph · 245 ftSingle · 98.9 mph · 10 ftSingle · 113.3 mph · 40 ftSingle · 112.1 mph · 64 ftDouble · 105.2 mph · 314 ftSingle · 103.9 mph · 100 ftSingle · 103.3 mph · 71 ftDouble · 89.9 mph · 95 ftSingle · 107.8 mph · 7 ftDouble · 96.4 mph · 354 ftSingle · 111.7 mph · 202 ftSingle · 88.3 mph · 193 ftSingleDouble · 96.8 mph · 352 ftSingleHome Run · 103.3 mph · 385 ftSingle · 96.0 mph · 125 ftSingle · 105.2 mph · 9 ftSingleSingle · 99.9 mph · 8 ftSingle · 107.4 mph · 239 ftSingle · 108.4 mph · 245 ftSingle · 73.9 mph · 176 ftSingle · 95.5 mph · 6 ftSingle · 108.1 mph · 37 ftTriple · 100.7 mph · 393 ftSingle · 100.3 mph · 82 ftSingle · 72.1 mph · 121 ftDouble · 75.9 mph · 209 ftSingle · 103.1 mph · 282 ftSingle · 54.3 mph · 3 ftSingle · 110.7 mph · 51 ftSingle · 92.5 mph · 235 ftSingle · 75.5 mph · 213 ftTriple · 97.4 mph · 254 ftDouble · 108.4 mph · 11 ftSingle · 98.2 mph · 232 ftDouble · 98.3 mph · 199 ftHome Run · 106.7 mph · 428 ftHome Run · 97.2 mphTriple · 95.4 mph · 364 ftDouble · 96.4 mph · 308 ftTriple · 103.0 mph · 142 ftDouble · 107.1 mph · 380 ftDouble · 94.1 mph · 340 ftDouble · 108.7 mph · 348 ftHome Run · 100.2 mph · 425 ftSingle · 86.1 mph · 108 ftDouble · 105.4 mph · 355 ftSingle · 96.5 mph · 31 ftTriple · 101.7 mph · 347 ftSingle · 95.7 mph · 254 ftSingle · 107.0 mph · 197 ftSingle · 82.0 mph · 256 ftHome Run · 105.7 mph · 423 ftHome Run · 101.6 mph · 371 ftSingle · 105.1 mph · 207 ftSingle · 102.9 mph · 238 ftTriple · 103.6 mph · 377 ftDouble · 93.9 mph · 151 ftDouble · 101.1 mph · 342 ftSingle · 101.1 mph · 268 ftSingle · 100.2 mph · 54 ftSingle · 96.0 mph · 17 ftDouble · 109.4 mph · 17 ftHome Run · 104.5 mph · 410 ftHome Run · 98.8 mph · 363 ftSingle · 101.1 mph · 195 ftDouble · 106.7 mph · 352 ftHome Run · 104.2 mph · 407 ftSingle · 103.1 mph · 88 ftTriple · 98.6 mph · 297 ftSingle · 98.7 mph · 304 ftSingle · 99.1 mph · 254 ftSingle · 80.6 mph · 59 ftSingle · 84.3 mph · 262 ftSingle · 89.5 mph · 29 ftSingle · 92.7 mph · 87 ftDouble · 100.0 mph · 400 ftSingle · 95.8 mph · 15 ftDouble · 55.8 mph · 161 ftSingle · 108.8 mph · 40 ftTriple · 90.6 mph · 190 ftSingle · 78.4 mph · 40 ftSingle · 97.0 mph · 30 ftSingle · 81.9 mph · 2 ftHome Run · 112.8 mph · 465 ftSingle · 112.6 mph · 112 ftSingle · 107.5 mph · 15 ftSingle · 101.3 mph · 113 ftSingle · 92.6 mph · 146 ftSingle · 92.3 mph · 223 ftDouble · 88.8 mph · 285 ftSingle · 115.1 mph · 147 ftSingle · 91.8 mph · 11 ftDouble · 67.4 mph · 224 ftSingle · 77.1 mph · 2 ftSingle · 106.1 mph · 107 ftDouble · 79.5 mph · 147 ftSingle · 109.4 mph · 220 ftSingle · 77.8 mph · 226 ftDouble · 108.2 mph · 40 ftDouble · 56.9 mph · 148 ftSingle · 68.5 mph · 218 ftSingle · 77.5 mph · 265 ftSingleSingle · 26.1 mph · 43 ftSingle · 113.7 mph · 6 ftSingle · 90.4 mph · 2 ftSingle · 106.4 mph · 238 ftTriple · 100.1 mph · 23 ftSingle · 85.9 mph · 157 ftDouble · 101.7 mph · 387 ftHome Run · 105.8 mph · 347 ftDouble · 108.3 mph · 361 ftHome Run · 112.9 mph · 388 ftSingle · 81.6 mph · 144 ftTriple · 101.1 mph · 301 ftHome Run · 110.9 mph · 455 ftSingle · 60.6 mph · 172 ftSingle · 96.0 mph · 15 ftSingle · 75.5 mph · 232 ftSingle · 89.4 mph · 43 ftDouble · 109.1 mph · 176 ftSingle · 99.1 mph · 206 ftHome Run · 103.6 mph · 399 ftSingle · 78.7 mph · 132 ft
Hit (129) Out (302) Home run (14)
Average exit velocity 89.0 mph · longest 465 ft

05/Game log

2018
Regular season
DateOppResultABRHHRRBIBBSO
MAR 29vs COLW 824010001
MAR 30vs COLW 984000002
MAR 31vs COLL 121000001
APR 2vs LADW 877130100
APR 3vs LADW 614000110
APR 4vs LADW 304010101
APR 5@ STLW 315010001
APR 7@ STLL 355010001
APR 8@ STLW 414010000
APR 9@ SFW 213110010
APR 10@ SFL 454110110
APR 11@ SFW 734230100
APR 13@ LADW 875120002
APR 14@ LADW 915110101
APR 15@ LADL 274010102
APR 17vs SFW 104000000
APR 18vs SFL 345000000
APR 19vs SFW 314111100
APR 20vs SDL 144000001
APR 21vs SDW 622100020
APR 22vs SDW 424010001
APR 24@ PHIW 845010000
APR 25@ PHIL 354020000
APR 27@ WSHW 544000000
APR 28@ WSHW 434000000
APR 29@ WSHL 134120000
MAY 1vs LADW 433000010
MAY 2vs LADL 123000010
MAY 3vs LADL 253120111
MAY 5vs HOUW 433000011
MAY 6vs HOUW 313000002
MAY 8@ LADW 855000010
MAY 9@ LADL 364020000
MAY 10vs WSHL 123110010
MAY 11vs WSHL 133010000
MAY 12vs WSHL 124010001
MAY 13vs WSHL 464220000
MAY 14vs MILL 273010010
MAY 15vs MILW 213000001
MAY 16vs MILL 284010001
MAY 18@ NYML 133000001
MAY 19@ NYML 454010001
MAY 20@ NYML 141000000
MAY 21@ MILL 243010110
MAY 22@ MILL 012010011
MAY 23@ MILL 294000002
MAY 25@ W 715010100
MAY 26@ L 033000001
MAY 27@ L 124000000
MAY 28vs CINW 1252220100
MAY 29vs CINW 524110100
MAY 30vs CINL 474000000
JUN 1vs MIAW 914222200
JUN 2vs MIAW 623110110
JUN 3vs MIAW 612120100
JUN 4@ SFL 3104010200
JUN 5@ SFW 324110000
JUN 6@ SFL 451000001
JUN 8@ COLW 944210011
JUN 9@ COLW 1272100001
JUN 10@ COLW 835231300
JUN 11vs PITW 954110002
JUN 12vs PITW 1382220310
JUN 13vs PITL 454020001
JUN 14vs NYMW 633110111
JUN 15vs NYMW 731000000
JUN 16vs NYML 154000000
JUN 17vs NYML 354010100
JUN 18@ LAAW 743111111
JUN 19@ LAAL 453000011
JUN 21@ PITW 935321200
JUN 22@ PITW 216010100
JUN 24@ PITW 304000000
JUN 25@ MIAL 594110000
JUN 26@ MIAW 534000012
JUN 27@ MIAW 214110001
JUN 28@ MIAW 401010000
JUN 29vs SFL 124110000
JUN 30vs SFL 073020000
JUL 2vs STLL 362010000
JUL 3vs STLW 423000001
JUL 4vs STLL 485000000
JUL 5vs SDL 364221200
JUL 6vs SDW 312000020
JUL 7vs SDW 2051111100
JUL 8vs SDL 345120021
JUL 10@ COLW 532000021
JUL 11@ COLL 2193000011
JUL 12@ COLL 153000011
JUL 13@ ATLW 211000001
JUL 14@ ATLW 304111101
JUL 15@ ATLL 153000010
JUL 20vs COLL 10115030401
JUL 21vs COLL 563220010
JUL 22vs COLW 610000000
JUL 23@ CHCW 713110110
JUL 24@ CHCW 515010102
JUL 25@ CHCL 124000001
JUL 26@ CHCL 672110020
JUL 27@ SDW 624020100
JUL 28@ SDW 944110010
JUL 29@ SDW 543100021
JUL 30vs TEXL 594020001
JUL 31vs TEXW 601000000
AUG 2vs SFL 183120011
AUG 3vs SFW 634110000
AUG 4vs SFW 934121201
AUG 5vs SFL 234010100
AUG 6vs PHIW 321010000
AUG 7vs PHIL 254010000
AUG 8vs PHIW 603110011
AUG 10@ CINL 033000001
AUG 11@ CINL 364000000
AUG 12@ CINW 924000001
AUG 13@ TEXL 354000000
AUG 14@ TEXW 643220010
AUG 16@ SDW 515010002
AUG 17@ SDW 944110011
AUG 18@ SDL 674000001
AUG 19@ SDW 434010001
AUG 21vs LAAW 542010020
AUG 22vs LAAW 510000010
AUG 24vs SEAL 363110010
AUG 25vs SEAL 344100010
AUG 26vs SEAW 523010000
AUG 28@ SFL 014020000
AUG 29@ SFW 314110000
AUG 30@ LADW 314020001
AUG 31@ LADL 233010001
SEP 1@ LADL 234010000
SEP 2@ LADL 233000011
SEP 3vs SDL 261000001
SEP 4vs SDW 603120100
SEP 6vs ATLL 675010101
SEP 7vs ATLW 530000010
SEP 8vs ATLL 454000001
SEP 9vs ATLL 590000010
SEP 11@ COLW 634020401
SEP 12@ COLL 450000000
SEP 13@ COLL 3103010100
SEP 14@ HOUW 424000001
SEP 15@ HOUL 4104121201
SEP 16@ HOUL 453000002
SEP 18vs CHCL 193111101
SEP 19vs CHCW 904110000
SEP 22vs COLL 151000000
SEP 23vs COLL 023000011
SEP 24vs LADL 474131301
SEP 25vs LADW 433110010
SEP 26vs LADW 723020010
SEP 28@ SDL 235120021
SEP 29@ SDW 545000001
SEP 30@ SDL 344231101

Regular season and postseason are separate tables and are never summed into one career line; spring training is excluded entirely. Hitting and pitching come from different source rows, so a two-way player has both tables and neither borrows from the other. Innings pitched is summed as outs and converted once: the stored value counts thirds, so “6.1” means six innings and one out, and adding those as decimals understates a career. ERA and WHIP are computed from those totals rather than averaged across seasons. On-base percentage is (H + BB) over (AB + BB), which runs slightly under the official figure because the source rows carry no hit-by-pitch or sacrifice fly. The charts cover 2015 onward only, and the spray chart plots batted balls with a recorded landing spot: a strikeout or a walk has no location and is not a missing dot. Its field is a representative park, not the one the ball was hit in, because a spray chart pooled across a season is hit in thirty different outfields.