MLB/Players/Starling Marte
Starling Marte

STARLING MARTE

LF · Kansas City Royals · 20122026 · 1,589 games
1,589
CAREER GAMES · REGULAR SEASON
15 seasons
.284
CAREER BATTING AVERAGE
1,676 hits in 5,904 at-bats
165
CAREER HOME RUNS
681 RBI · 363 stolen bases

01/Hitting

Season by season
Regular season
SeasonClubGABRH2B3BHRRBIBBSOSBAVGOBPSLGOPS
2026KC591531537502149412.242.284.314.598
2025NYM98293377914093422687.270.321.410.730
2024NYM943354690133740278116.269.323.388.711
2023NYM86315387871528166924.248.284.324.608
2022NYM118466761362451663269718.292.329.468.797
2021ATH120467891452731255439947.310.369.458.827
2020MIA612283664141627124110.281.317.430.746
2019PIT132539971593162382259425.295.326.503.829
2018PIT1455598115532520723510933.277.320.460.780
2017PIT77309488572731206321.275.319.379.698
2016PIT129489711523459462310447.311.342.456.798
2015PIT1535798416630219812712330.287.318.444.762
2014PIT1354957314429613563313130.291.335.453.788
2013PIT13551083143261012352513841.280.314.441.755
2012PIT4716718433651785012.257.291.437.729
Career1,5895,9048921,676296551656813511,308363.284.324.436.761

04/Where the ball went

2019 Regular season
Play log from 2015
Spray chart · 450 batted balls
Field Error · 79.5 mph · 11 ftGroundout · 93.8 mph · 14 ftFlyout · 95.8 mph · 342 ftFlyout · 88.2 mph · 334 ftGroundout · 89.4 mph · 8 ftGroundout · 71.5 mph · 28 ftPop Out · 57.0 mph · 178 ftPop OutGroundout · 86.3 mph · 7 ftGroundout · 89.6 mph · 4 ftForceout · 98.0 mph · 8 ftGrounded into a double play · 88.9 mph · 57 ftLineout · 91.8 mph · 277 ftLineout · 105.0 mph · 331 ftGroundout · 76.4 mph · 8 ftGroundout · 93.4 mph · 10 ftFlyout · 93.4 mph · 253 ftPop Out · 83.0 mph · 221 ftFlyout · 88.7 mph · 319 ftPop Out · 94.2 mph · 121 ftSacrifice fly · 99.0 mph · 366 ftFlyout · 88.2 mph · 303 ftLineoutFlyoutGrounded into a double playField Error · 64.3 mph · 114 ftLineout · 77.1 mph · 151 ftLineout · 108.9 mph · 297 ftFlyout · 76.0 mph · 274 ftGroundout · 55.0 mph · 5 ftLineout · 92.9 mph · 310 ftPop OutLineout · 101.6 mph · 157 ftGroundout · 80.3 mph · 15 ftForceout · 109.4 mph · 46 ftGrounded into a double play · 83.7 mph · 18 ftGroundout · 82.7 mph · 48 ftGroundout · 97.2 mph · 14 ftGroundout · 72.3 mph · 7 ftFlyout · 86.5 mph · 305 ftGroundout · 89.4 mph · 85 ftLineout · 98.6 mph · 379 ftLineout · 73.2 mph · 142 ftFlyout · 98.5 mph · 388 ftGroundout · 58.0 mph · 3 ftForceout · 89.0 mph · 8 ftForceout · 59.7 mph · 7 ftGroundout · 77.0 mph · 137 ftSacrifice bunt · 20.5 mph · 32 ftFlyout · 92.4 mph · 314 ftGroundout · 109.0 mph · 50 ftGroundout · 70.0 mph · 5 ftPop OutFlyout · 96.3 mph · 345 ftGroundoutLineout · 95.7 mph · 284 ftLineout · 95.2 mph · 141 ftPop OutForceout · 81.4 mph · 125 ftGroundout · 58.7 mph · 10 ftGroundout · 53.1 mph · 3 ftGroundout · 72.7 mph · 16 ftGroundout · 51.6 mph · 3 ftPop Out · 49.6 mph · 112 ftLineout · 96.8 mph · 190 ftGroundout · 75.8 mph · 17 ftGrounded into a double play · 98.6 mph · 24 ftGroundout · 98.7 mph · 69 ftFlyout · 71.8 mph · 244 ftFlyout · 97.4 mph · 347 ftField Error · 72.6 mph · 168 ftGroundout · 61.9 mph · 4 ftGroundout · 100.3 mph · 46 ftGroundout · 68.3 mph · 80 ftForceout · 73.2 mph · 5 ftGroundout · 107.3 mph · 111 ftFlyout · 74.8 mph · 221 ftGroundout · 86.0 mph · 8 ftGrounded into a double play · 92.1 mph · 15 ftGroundout · 93.8 mph · 33 ftGroundout · 56.2 mph · 15 ftGroundout · 50.3 mph · 100 ftGroundout · 65.6 mph · 98 ftGroundout · 103.1 mph · 12 ftGroundout · 86.5 mph · 4 ftFlyout · 96.7 mph · 347 ftFielder’s choice out · 99.3 mph · 38 ftFlyout · 90.5 mph · 316 ftFlyout · 97.0 mph · 359 ftGroundout · 92.5 mph · 20 ftGroundout · 57.8 mph · 4 ftGroundout · 62.8 mph · 116 ftPop Out · 73.1 mph · 109 ftGroundout · 80.8 mph · 19 ftLineout · 110.7 mph · 333 ftFlyout · 93.0 mph · 359 ftGroundout · 102.8 mph · 146 ftGroundout · 104.9 mph · 26 ftGroundout · 60.7 mph · 4 ftLineout · 84.9 mph · 139 ftField Error · 100.5 mph · 24 ftForceout · 90.2 mph · 6 ftGroundoutFlyout · 96.0 mph · 326 ftLineout · 94.9 mph · 278 ftFlyout · 92.5 mph · 339 ftBunt GroundoutPop OutForceout · 79.9 mph · 6 ftLineout · 77.4 mph · 241 ftFlyout · 91.4 mph · 293 ftLineout · 65.1 mph · 174 ftFlyout · 88.2 mph · 314 ftGroundout · 64.8 mph · 8 ftGroundout · 96.8 mph · 97 ftGroundout · 60.6 mph · 93 ftGroundout · 99.3 mph · 25 ftBunt Groundout · 23.3 mph · 20 ftGrounded into a double play · 63.8 mph · 10 ftGroundout · 66.9 mph · 5 ftGroundout · 86.0 mph · 38 ftPop Out · 73.9 mph · 176 ftFlyout · 98.7 mph · 332 ftForceout · 73.0 mph · 37 ftGroundout · 96.5 mph · 13 ftGroundout · 78.1 mph · 3 ftGroundout · 97.1 mph · 16 ftForceout · 82.4 mph · 4 ftGroundout · 82.1 mph · 5 ftPop Out · 64.2 mph · 204 ftGroundout · 83.6 mph · 15 ftLineout · 85.4 mph · 150 ftGroundoutForceout · 89.0 mph · 36 ftFlyout · 94.7 mph · 381 ftGrounded into a double play · 76.5 mph · 79 ftLineout · 86.7 mph · 291 ftFlyout · 85.6 mph · 251 ftGroundout · 106.7 mph · 18 ftGroundout · 48.0 mph · 6 ftFlyout · 93.3 mph · 231 ftBunt GroundoutLineout · 78.7 mph · 284 ftGrounded into a double play · 94.6 mph · 46 ftForceout · 79.0 mph · 109 ftLineout · 98.8 mph · 174 ftSacrifice fly · 95.3 mph · 320 ftForceout · 96.7 mph · 109 ftSacrifice buntGroundout · 65.0 mph · 2 ftLineout · 100.9 mph · 295 ftGroundout · 58.3 mph · 17 ftFlyout · 82.3 mph · 289 ftLineout · 99.8 mph · 375 ftGrounded into a double play · 101.7 mph · 12 ftLineout · 94.3 mph · 355 ftLineout · 103.9 mph · 339 ftGroundout · 110.3 mph · 7 ftFlyout · 95.8 mph · 356 ftGroundoutPop OutSacrifice fly · 93.4 mph · 332 ftGrounded into a double play · 84.0 mph · 114 ftForceout · 103.3 mph · 8 ftGroundoutGroundoutGroundout · 96.7 mph · 53 ftGroundout · 69.4 mph · 6 ftGroundout · 94.4 mph · 90 ftLineout · 95.5 mph · 338 ftGroundout · 70.1 mph · 7 ftFlyout · 92.1 mph · 315 ftFlyout · 95.6 mph · 365 ftGroundout · 59.1 mph · 6 ftGroundout · 71.1 mph · 3 ftGroundout · 71.0 mph · 31 ftPop Out · 65.6 mph · 216 ftGroundout · 108.6 mph · 34 ftFlyoutForceout · 93.9 mph · 17 ftFlyout · 87.5 mph · 301 ftLineout · 81.7 mph · 262 ftLineout · 105.8 mph · 186 ftForceoutFlyout · 85.3 mph · 265 ftGroundout · 92.3 mph · 5 ftForceout · 96.5 mph · 8 ftFlyout · 97.1 mph · 360 ftLineout · 102.2 mph · 384 ftPop OutGroundout · 104.5 mph · 127 ftFlyout · 104.9 mph · 397 ftFlyout · 80.2 mph · 250 ftGroundoutLineout · 108.9 mph · 160 ftGroundout · 80.8 mph · 2 ftGroundoutFlyout · 78.0 mph · 291 ftForceoutLineout · 101.2 mph · 364 ftGroundout · 100.7 mph · 15 ftGroundout · 78.4 mph · 52 ftForceout · 76.8 mph · 4 ftGroundout · 63.9 mph · 14 ftGroundout · 82.7 mph · 7 ftFlyout · 93.7 mph · 338 ftFlyout · 95.9 mph · 219 ftGroundoutGroundout · 107.2 mph · 148 ftGroundout · 91.9 mph · 19 ftFlyout · 84.0 mph · 289 ftGroundout · 55.2 mph · 5 ftForceout · 71.9 mph · 5 ftFlyout · 93.6 mph · 337 ftGroundout · 102.7 mph · 25 ftGroundout · 81.6 mph · 34 ftGroundout · 82.8 mph · 62 ftGroundout · 64.7 mph · 26 ftGroundout · 66.0 mph · 20 ftFlyout · 87.4 mph · 273 ftLineout · 93.9 mph · 355 ftForceout · 61.7 mph · 88 ftFlyout · 100.4 mph · 350 ftGroundout · 104.3 mph · 63 ftGroundout · 106.9 mph · 28 ftGroundout · 96.5 mph · 13 ftFlyout · 92.4 mph · 324 ftGroundout · 56.3 mph · 26 ftGroundout · 97.3 mph · 20 ftGroundout · 99.3 mph · 28 ftGroundout · 97.0 mph · 5 ftGroundout · 65.2 mph · 6 ftGroundout · 98.4 mph · 125 ftLineout · 89.3 mph · 308 ftBunt GroundoutGroundout · 80.8 mph · 75 ftGroundout · 73.7 mph · 12 ftFlyout · 90.1 mph · 335 ftPop OutGrounded into a double playDouble Play · 103.2 mph · 377 ftGrounded into a double play · 101.6 mph · 74 ftGroundoutGroundout · 83.9 mph · 51 ftForceout · 59.4 mph · 11 ftFlyout · 83.3 mph · 298 ftForceout · 84.7 mph · 48 ftGroundout · 60.1 mph · 18 ftForceout · 97.2 mph · 42 ftGroundout · 94.5 mph · 11 ftGrounded into a double play · 98.0 mph · 24 ftGroundout · 92.2 mph · 9 ftGroundoutLineout · 109.0 mph · 167 ftDouble Play · 76.7 mph · 277 ftGrounded into a double play · 102.8 mph · 17 ftLineout · 51.3 mph · 107 ftLineout · 100.8 mph · 347 ftFlyout · 97.8 mph · 355 ftGroundout · 93.4 mph · 10 ftGroundoutFlyout · 96.4 mph · 280 ftLineout · 106.6 mph · 171 ftFlyout · 71.0 mph · 226 ftPop Out · 90.5 mph · 220 ftLineout · 97.1 mph · 347 ftLineout · 107.6 mph · 183 ftForceout · 78.2 mph · 50 ftGroundoutFlyout · 92.9 mph · 289 ftGroundout · 85.8 mph · 11 ftGroundout · 74.5 mph · 80 ftGroundout · 70.0 mph · 7 ftGroundout · 71.6 mph · 10 ftPop OutForceout · 86.2 mph · 7 ftSacrifice fly · 84.9 mph · 270 ftLineout · 92.0 mph · 304 ftGroundout · 71.5 mph · 5 ftGroundout · 78.5 mph · 7 ftFlyout · 87.0 mph · 278 ftGroundout · 97.3 mph · 49 ftLineout · 89.0 mph · 177 ftFlyout · 85.1 mph · 272 ftGrounded into a double play · 94.5 mph · 4 ftFlyout · 103.8 mph · 388 ftFlyout · 81.3 mph · 275 ftGroundoutFlyout · 93.9 mph · 366 ftGroundout · 101.8 mph · 83 ftGroundout · 90.0 mph · 9 ftSingleSingle · 78.6 mph · 242 ftDouble · 104.0 mph · 225 ftSingle · 99.9 mph · 13 ftSingle · 95.8 mph · 210 ftSingle · 86.8 mph · 153 ftSingle · 107.6 mph · 15 ftTriple · 98.3 mph · 373 ftSingle · 74.4 mph · 246 ftSingle · 103.7 mph · 74 ftDouble · 94.7 mph · 11 ftSingle · 93.0 mph · 163 ftDouble · 94.9 mph · 379 ftSingle · 85.9 mph · 31 ftHome Run · 105.7 mph · 392 ftSingle · 71.1 mph · 60 ftDouble · 95.1 mph · 105 ftHome Run · 108.1 mph · 454 ftHome Run · 99.5 mph · 384 ftHome Run · 107.5 mph · 377 ftDouble · 106.2 mph · 265 ftHome Run · 101.9 mph · 396 ftSingle · 69.8 mph · 231 ftDouble · 96.7 mph · 302 ftSingle · 101.9 mph · 260 ftSingle · 88.7 mph · 255 ftHome Run · 104.8 mph · 407 ftSingle · 106.5 mph · 39 ftSingleSingle · 78.9 mph · 157 ftSingle · 108.6 mph · 17 ftSingle · 100.6 mph · 285 ftDouble · 108.9 mph · 367 ftSingle · 90.8 mph · 274 ftSingle · 97.2 mph · 21 ftHome Run · 108.6 mph · 406 ftSingle · 95.0 mph · 101 ftSingleHome Run · 106.8 mph · 455 ftSingle · 106.1 mph · 132 ftSingle · 105.0 mph · 33 ftSingle · 103.6 mph · 26 ftSingle · 93.4 mph · 14 ftSingle · 83.8 mph · 252 ftDouble · 91.7 mph · 83 ftSingle · 67.4 mph · 205 ftSingle · 103.4 mph · 184 ftDouble · 97.8 mph · 369 ftTriple · 102.3 mph · 397 ftSingle · 97.3 mph · 152 ftSingle · 103.3 mph · 224 ftHome Run · 100.9 mph · 414 ftSingle · 100.2 mph · 132 ftSingle · 102.1 mph · 65 ftSingle · 104.1 mph · 151 ftDouble · 99.3 mph · 20 ftDouble · 94.9 mph · 316 ftHome Run · 110.3 mph · 390 ftSingle · 71.0 mph · 194 ftSingle · 45.6 mph · 5 ftSingle · 46.1 mph · 3 ftSingle · 99.3 mph · 222 ftSingle · 79.4 mph · 231 ftSingleSingle · 85.6 mph · 244 ftSingle · 83.7 mph · 130 ftSingle · 84.9 mph · 51 ftHome Run · 104.0 mph · 408 ftSingleSingle · 89.0 mph · 32 ftDouble · 90.5 mph · 167 ftDouble · 103.9 mph · 325 ftSingle · 99.0 mph · 48 ftSingle · 86.5 mph · 110 ftHome Run · 107.1 mph · 419 ftDouble · 97.1 mph · 24 ftTriple · 100.7 mph · 243 ftSingle · 100.3 mph · 44 ftSingle · 93.4 mph · 11 ftDouble · 102.9 mph · 380 ftSingle · 71.9 mph · 102 ftDouble · 105.1 mph · 290 ftSingle · 73.3 mph · 9 ftSingle · 71.3 mph · 216 ftTriple · 102.5 mph · 319 ftSingle · 100.9 mph · 31 ftDouble · 103.4 mph · 319 ftSingle · 71.6 mph · 2 ftDouble · 91.8 mph · 305 ftSingle · 78.2 mph · 254 ftSingle · 90.5 mph · 216 ftSingle · 109.1 mph · 129 ftDouble · 83.2 mph · 140 ftHome Run · 102.7 mph · 404 ftSingle · 73.8 mph · 115 ftDouble · 106.9 mph · 297 ftDouble · 102.3 mph · 351 ftDouble · 108.7 mph · 223 ftDouble · 105.1 mph · 313 ftSingle · 99.4 mph · 249 ftHome Run · 106.3 mph · 395 ftSingle · 82.5 mph · 196 ftSingle · 105.8 mph · 200 ftHome Run · 98.7 mph · 394 ftTriple · 107.7 mph · 270 ftSingle · 101.7 mph · 89 ftSingle · 83.9 mph · 3 ftSingle · 101.2 mph · 20 ftSingle · 87.7 mph · 277 ftSingle · 85.4 mph · 102 ftDoubleSingleHome RunHome Run · 103.8 mph · 397 ftSingle · 56.6 mph · 3 ftSingle · 75.5 mph · 168 ftSingleDouble · 103.4 mph · 338 ftDouble · 105.9 mph · 389 ftSingle · 66.6 mph · 15 ftSingle · 75.8 mph · 21 ftTriple · 86.3 mph · 95 ftSingle · 75.1 mph · 210 ftDouble · 88.6 mph · 300 ftSingle · 106.0 mph · 106 ftSingle · 77.8 mph · 228 ftSingle · 87.2 mph · 23 ftSingle · 82.2 mph · 107 ftSingle · 97.1 mph · 99 ftSingle · 82.9 mph · 231 ftSingle · 101.9 mph · 38 ftSingle · 84.8 mph · 232 ftHome Run · 106.7 mph · 376 ftSingle · 107.1 mph · 69 ftHome Run · 104.1 mph · 422 ftSingle · 103.5 mph · 138 ftDouble · 101.2 mph · 305 ftSingle · 23.9 mph · 23 ftDouble · 82.4 mph · 283 ftDouble · 107.0 mph · 246 ftSingle · 96.8 mph · 108 ftHome Run · 111.6 mph · 428 ftSingle · 92.1 mph · 136 ftSingle · 84.1 mph · 163 ftHome Run · 103.8 mph · 403 ftHome Run · 101.7 mph · 393 ftSingle · 73.7 mph · 171 ftHome Run · 104.9 mph · 372 ftSingle · 77.7 mph · 66 ftSingleSingle · 93.0 mph · 18 ftDouble · 106.2 mph · 292 ftSingle · 70.1 mph · 1 ftSingle · 108.1 mph · 38 ftSingle · 108.7 mph · 228 ftSingle · 96.6 mph · 141 ftSingle · 71.4 mph · 208 ftSingle · 98.2 mph · 211 ftSingle · 88.6 mph · 4 ft
Hit (159) Out (291) Home run (23)
Average exit velocity 88.4 mph · longest 455 ft

05/Game log

2019
Regular season
DateOppResultABRHHRRBIBBSO
MAR 31@ CINW 504210110
APR 1vs STLL 565210011
APR 3vs STLL 455000001
APR 4vs CINW 204120001
APR 5vs CINW 204010000
APR 6vs CINW 655010201
APR 7vs CINW 755010000
APR 8@ CHCL 0103000002
APR 10@ CHCW 525221200
APR 11@ CHCL 024010002
APR 12@ WSHW 635020201
APR 13@ WSHL 234000000
APR 14@ WSHW 434000002
APR 16@ DETW 534111202
APR 17@ DETW 324010000
APR 19vs SFW 414000000
APR 30@ TEXW 646111203
MAY 1@ TEXW 755220100
MAY 3vs L 1145010001
MAY 4vs W 645100001
MAY 5vs W 535121310
MAY 7vs TEXW 543120100
MAY 8vs TEXL 695110001
MAY 9@ STLL 4175120001
MAY 10@ STLW 214010102
MAY 11@ STLW 214110001
MAY 12@ STLW 1066120001
MAY 13@ AZL 395130001
MAY 14@ AZW 625130000
MAY 15@ AZL 1114110001
MAY 16@ SDL 345000002
MAY 17@ SDW 535000000
MAY 18@ SDW 725220001
MAY 19@ SDW 641000000
MAY 21vs COLL 054000001
MAY 22vs COLL 394000002
MAY 23vs COLW 1464321200
MAY 24vs LADL 2102010010
MAY 25vs LADL 274030001
MAY 26vs LADL 7114000011
MAY 27@ CINW 854111211
MAY 27@ CINL 183000010
MAY 28@ CINL 6114020001
MAY 29@ CINW 725120001
MAY 30vs MILL 5114000003
MAY 31vs MILW 945330100
JUN 1vs MILL 10127141301
JUN 2vs MILL 244110000
JUN 4vs ATLL 5125220000
JUN 5vs ATLW 743030100
JUN 6vs ATLW 614000000
JUN 8@ MILL 354010000
JUN 9@ MILL 254020001
JUN 10@ ATLL 7135332401
JUN 11@ ATLL 573100111
JUN 12@ ATLL 786121101
JUN 13@ ATLL 565010100
JUN 14@ MIAW 1104120100
JUN 15@ MIAL 344110002
JUN 16@ MIAW 541000000
JUN 18vs DETL 454000012
JUN 19vs DETW 873211211
JUN 21vs SDW 214010101
JUN 22vs SDW 633110010
JUN 23vs SDW 11104000102
JUN 25@ HOUL 154000000
JUN 26@ HOUW 1424100022
JUN 27@ HOUW 1005321100
JUN 28@ MILW 324010001
JUN 29@ MILL 134000000
JUN 30@ MILL 124130000
JUL 1vs CHCW 1855210110
JUL 2vs CHCW 514020100
JUL 3vs CHCW 654130000
JUL 4vs CHCL 3114010001
JUL 5vs MILL 673000110
JUL 6vs MILW 1225120301
JUL 7vs MILW 654000002
JUL 12@ CHCL 344111301
JUL 13@ CHCL 4104222201
JUL 14@ CHCL 383000101
JUL 15@ STLL 074000000
JUL 16@ STLW 313110000
JUL 17@ STLL 565111100
JUL 19vs PHIL 164000000
JUL 20vs PHIW 515230100
JUL 21vs PHIL 124010000
JUL 22vs STLL 565230000
JUL 23vs STLL 343111310
JUL 24vs STLL 8145240301
JUL 25vs STLL 364110102
JUL 26@ NYML 364000001
JUL 27@ NYML 034000002
JUL 28@ NYML 785220000
JUL 29@ CINL 6114221100
JUL 30@ CINW 1143310011
JUL 31@ CINL 143000011
AUG 2vs NYMW 845221302
AUG 3vs NYML 575131300
AUG 4vs NYML 2134000001
AUG 5vs MILL 795010101
AUG 6vs MILL 344110000
AUG 7vs MILL 383020110
AUG 9@ STLL 264010000
AUG 10@ STLL 134000002
AUG 11@ STLL 9114100002
AUG 12@ LAAW 1025230000
AUG 13@ LAAW 1076130000
AUG 14@ LAAL 473010001
AUG 16vs CHCW 324110000
AUG 17vs CHCL 023010000
AUG 18vs CHCL 174131100
AUG 19vs WSHL 0132000000
AUG 20vs WSHW 414111301
AUG 21vs WSHL 1113000010
AUG 22vs WSHL 174010001
AUG 23vs CINW 324020000
AUG 24vs CINW 1404210200
AUG 25vs CINW 985010102
AUG 26@ PHIL 564010011
AUG 27@ PHIW 545020001
AUG 28@ PHIL 3124231101
AUG 29@ COLW 1184110001
AUG 30@ COLW 944430000
AUG 31@ COLW 1145010110
SEP 1@ COLW 624110111
SEP 3vs MIAL 454000011
SEP 6vs STLW 944120211
SEP 7vs STLL 1103020100
SEP 8vs STLL 023000003
SEP 9@ SFW 640100000
SEP 10@ SFL 450000000

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.