DataBaseball
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Norichika Aoki headshot

LF · 2017

Norichika Aoki

Age
35
B/T
L/R
Height
5' 9"
Weight
180 lb
Born
January 5, 1982 in Hyuga City, Japan
MLB debut
April 6, 2012
dbWAR
3.0
4 season(s)
PA
374
AVG
.277
OBP
.335
SLG
.393
wRC+
101
100 = avg

Norichika Aoki is a left fielder for the Houston Astros. In 2017 he hit 5 home runs and knocked in 35 RBIs, notching 93 hits across 374 plate appearances in 109 games. His batting average was .277, 8.6% higher than the league average of .255. He reached base at a .335 clip and slugged .393, for an OPS of .728, 3.0% lower than the league mark of .750 — 11th of 13 on his team, and 248th of 435 among MLB batters with 100+ plate appearances. He averaged 86.0 mph off the bat, hit 27.9% of balls in play at 95 mph or better, barrelled 1.2% of them and made contact on 85.6% of his swings. Adjusted for his ballpark and league, his 101 wRC+ puts his offence 1% above average. That comes to 0.7 dbWAR — -1.9 runs with the bat, +0.9 on the bases, -4.6 for the position he plays, against replacement level. It includes no fielding: defensive runs are proprietary and are not estimated here, so the figure credits playing a demanding position but not playing it well.

League context

Percentile among qualified batters, 2017.

wRC+101
wOBA.318
ISO.116
BB%7.8%
WAR.7

How the WAR is built

Runs above replacement, 2017. These four terms sum to +6.8 runs, divided by runs-per-win to give WAR.

Batting-1.9Baserunning+0.9Position-4.6Replacement+12.5
BattingBaserunningPositionReplacement

WAR by season

1.30.70.0151617

Batting

Standard and advanced, by season.

Trend
201710937493535102944.277.335.393.116.3017.8%11.8%.318-1.91010.7
201611446711842873445.283.349.388.106.3097.3%9.6%.327+2.01061.0
201593392102526143025.287.353.380.093.2987.7%6.4%.329+3.81141.3

Pitching

Standard and advanced, by season.

Trend
2017101.0000130227.009.163.000.018.0620210-0.0

Platoon splits

How he hits left- and right-handed pitching.

Batting by the hand the pitcher throws with, 2017. Counted from play-by-play, so totals can differ from the box-score season line by a plate appearance or two.
SplitPAABHHRBBSOAVGOBPSLGwOBAK%
vs LHP675512078.218.313.273.27011.9%
vs RHP3072818152236.288.340.416.32911.7%
Opponent batting by the side the hitter bats from, 2017. Counted from play-by-play, so totals can differ from the box-score season line by a plate appearance or two.
SplitPAABHHRBBSOAVGOBPSLGwOBAK%
vs LHB310010.000.333.000.2370.0%
vs RHB321010.500.6671.000.6600.0%

Spray chart

Where every ball he put in play landed, 2017.

Loading 282 batted balls…

Contact quality

How hard and at what angle he hits it, over 258 tracked batted balls in 2017. Percentiles are against qualified batters.

Barrel rate
1.2%
3 barrels
Exit velocity
86.0
mph average
Max exit velo
106.6
mph, hardest hit
Hard hit
27.9%
95 mph or better
Sweet spot
31.8%
8–32° launch
Launch angle
5.8°
average
Barrel rate1.2%
Exit velocity86.0 mph
Hard hit rate27.9%
Contact rate85.6%

A barrel is a batted ball whose exit velocity and launch angle have historically produced at least a .500 average and 1.500 slugging — 98 mph within 26–30°, widening to 8–50° by 116 mph. Reconstructed from Statcast's published anchor points, which reproduces them exactly; the interior is within a degree. Sweet spot (8–32°) is an exact definition.

Hot and cold zones

Batting average by pitch location, 2017.

.278.333.097.118.47117 AB.28614 AB.20010 AB.27943 AB.46543 AB.24233 AB.25036 AB.22041 AB.33321 AB
Below averageLeague averageAbove average
Batting average by location of the pitch that ended each plate appearance, catcher's view. The bordered square is the strike zone; the outer band is chase territory. Cells with fewer than 8 at-bats are left grey rather than shown as signal. League average on the same attribution is .254.

Situational hitting

How Norichika Aoki hits by base state, outs, score and late-game pressure — each read against his own season line.

Split by
By who is on base when he comes up. The season line is repeated as the baseline.
SituationPAABHHRRBIBBSOAVGOBPSLGwOBA
All situations374.277.335.393.318
Bases empty22020256331529.277.336.396.323
Runner on first6963201564.317.377.460.366
Runners on154134372321415.276.333.388.312
RISP857117127811.239.298.324.267

Runners on includes runners in scoring position, which is the convention every reference uses. Counted from play-by-play, 2017.

Pitch sequencing

What Norichika Aoki throws in each count, and what he follows each pitch with. Select any cell for the breakdown.

ShowBatter
Curveball

Select a count to see exactly what Norichika Aoki throws in it.

Pitch arsenal

What he throws, how hard, and how often it misses in 2017.

Curveball100.0%2075.41,94820.0%14.3%
Norichika Aoki's arsenal by usage. Velocity is average release speed in mph, spin in rpm, and whiff rate is misses per swing — the cleanest single measure of whether a pitch beats hitters.

Head to head

Put Norichika Aoki beside up to three others.

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Norichika Aoki

Similar players

Nearest 2017 seasons by discipline, contact, power and speed, on rate statistics rather than totals.

How these are computed

wOBA uses linear weights measured from this season's own play-by-play rather than published constants, and wRC+ is park-adjusted against that same league. dbWAR is our own open implementation — not fWAR or bWAR — and the full derivation, including its simplifications, is on the methodology page.