This is the last and final post in which yorkr ranks ODI batsmen and bowlers. These are based on match data from Cricsheet. The ranking is done on
This post has also been published in RPubs RankODIPlayers. You can download this as a pdf file at RankODIPlayers.pdf.
You can take a look at the code at rankODIPlayers (available in yorkr_0.0.5)
rm(list=ls())
library(yorkr)
library(dplyr)
source("rankODIBatsmen.R")
source("rankODIBowlers.R")The top 3 ODI batsmen are hashim Amla (SA), Matthew Hayden (Aus) & Virat Kohli (Ind). Note: For ODI a a cutoff of at least 50 matches played was chosen.
ODIBatsmanRank <- rankODIBatsmen()
as.data.frame(ODIBatsmanRank[1:30,])## batsman matches meanRuns meanSR
## 1 HM Amla 122 49.82787 83.75238
## 2 V Kohli 160 47.81250 78.06419
## 3 AB de Villiers 165 47.10909 94.23297
## 4 SR Tendulkar 94 44.81915 77.76926
## 5 S Dhawan 71 43.63380 82.00141
## 6 V Sehwag 95 43.27368 107.03242
## 7 KC Sangakkara 217 43.26728 75.48820
## 8 IJL Trott 64 42.56250 69.11984
## 9 Q de Kock 55 41.47273 81.09145
## 10 JE Root 62 41.01613 78.02774
## 11 KS Williamson 84 40.86905 72.84810
## 12 TM Dilshan 209 40.22010 87.62163
## 13 GJ Bailey 68 40.00000 77.29471
## 14 DA Warner 70 39.41429 87.94129
## 15 S Chanderpaul 66 39.36364 69.78030
## 16 RT Ponting 119 38.88235 71.94294
## 17 HH Gibbs 57 38.80702 78.08088
## 18 MS Dhoni 199 38.34171 89.36367
## 19 Mohammad Yousuf 64 38.10938 73.28531
## 20 JH Kallis 91 37.87912 67.29363
## 21 G Gambhir 121 37.76860 75.05058
## 22 MJ Guptill 120 37.70833 74.80333
## 23 MJ Clarke 151 37.68212 69.78841
## 24 SR Watson 138 37.55797 83.76949
## 25 ST Jayasuriya 74 36.12162 90.72459
## 26 F du Plessis 82 36.07317 79.54293
## 27 LRPL Taylor 151 36.05298 73.44801
## 28 SPD Smith 60 35.98333 89.74617
## 29 AN Cook 90 35.97778 69.50178
## 30 IR Bell 144 35.95833 74.82569The top 3 ODI bowlers are R J Harris (Aus), MJ Henry(NZ) and MA Starc(Aus). Mohammed Shami is 4th and Amit Mishra is 8th A cutoff of 20 matches was considered for bowlers
ODIBowlersRank <- rankODIBowlers()
as.data.frame(ODIBowlersRank[1:30,])## bowler matches meanWickets meanER
## 1 RJ Harris 20 2.300000 4.888500
## 2 MJ Henry 22 2.136364 5.553182
## 3 MA Starc 46 2.108696 4.757609
## 4 Mohammed Shami 38 2.105263 5.480000
## 5 MJ McClenaghan 43 1.976744 5.907442
## 6 A Flintoff 35 1.942857 4.343143
## 7 SW Tait 34 1.941176 5.217353
## 8 A Mishra 26 1.923077 4.593462
## 9 GD McGrath 28 1.892857 4.045357
## 10 TA Boult 31 1.870968 4.787419
## 11 CJ McKay 56 1.839286 NA
## 12 BAW Mendis 74 1.824324 4.884054
## 13 Imran Tahir 51 1.823529 4.651176
## 14 JE Taylor 57 1.807018 5.217719
## 15 M Morkel 96 1.791667 4.898854
## 16 B Lee 83 1.771084 4.756386
## 17 M Muralitharan 65 1.753846 4.211692
## 18 MG Johnson 140 1.750000 4.740857
## 19 LL Tsotsobe 58 1.724138 4.712931
## 20 SE Bond 36 1.722222 4.355000
## 21 DW Steyn 104 1.721154 4.773173
## 22 WD Parnell 43 1.720930 5.531163
## 23 SL Malinga 164 1.713415 5.215671
## 24 SCJ Broad 116 1.706897 5.323448
## 25 Saeed Ajmal 108 1.703704 4.171389
## 26 ST Finn 63 1.682540 5.273810
## 27 DE Bollinger 39 1.666667 4.578974
## 28 Z Khan 85 1.658824 5.019529
## 29 KAJ Roach 60 1.633333 5.072167
## 30 R McLaren 49 1.632653 5.177551