yorkr ranks ODI batsmen and bowlers
[This article was first published on R – Giga thoughts …, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
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
- average runs and average strike rate for batsmen and
- average wickets and average economy rate for bowlers.
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")
Rank ODI batsmen
The top 3 ODI batsmen are hashim Amla (SA), Matther 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 185 51.96216 84.15508 ## 2 ML Hayden 79 50.08861 81.20646 ## 3 V Kohli 279 48.51971 78.55197 ## 4 AB de Villiers 253 47.93676 95.05561 ## 5 SR Tendulkar 151 45.82119 79.62311 ## 6 S Dhawan 116 45.03448 81.54043 ## 7 V Sehwag 167 44.49102 106.27563 ## 8 JE Root 111 43.64865 81.66054 ## 9 Q de Kock 85 43.61176 82.55235 ## 10 IJL Trott 113 43.36283 70.69761 ## 11 KC Sangakkara 293 42.81911 75.10420 ## 12 TM Dilshan 283 41.76678 89.70360 ## 13 KS Williamson 146 41.24658 73.49267 ## 14 S Chanderpaul 93 40.07527 70.59613 ## 15 HH Gibbs 75 40.00000 79.03813 ## 16 Salman Butt 57 39.85965 59.29807 ## 17 Anamul Haque 58 39.72414 56.45224 ## 18 RT Ponting 238 38.88235 71.94294 ## 19 JH Kallis 136 38.77941 67.17794 ## 20 MS Dhoni 328 38.57927 90.30555 ## 21 MJ Guptill 199 38.54774 73.88090 ## 22 DA Warner 138 38.52174 87.24978 ## 23 Mohammad Yousuf 94 38.44681 72.69851 ## 24 JD Ryder 66 38.40909 91.29667 ## 25 GJ Bailey 133 38.38346 75.74519 ## 26 G Gambhir 209 37.83254 75.15483 ## 27 AJ Strauss 122 37.80328 71.54844 ## 28 MJ Clarke 301 37.67442 69.78415 ## 29 SR Watson 274 37.08029 83.46489 ## 30 AJ Finch 103 36.36893 79.49845
Rank ODI bowlers
The 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() ## [1] 35072 3 ## [1] "C:/software/cricket-package/york-test/yorkrData/ODI/ODI-matches" as.data.frame(ODIBowlersRank[1:30,]) ## bowler matches meanWickets meanER ## 1 Mustafizur Rahman 56 4.000000 4.293214 ## 2 JH Davey 53 3.528302 4.455094 ## 3 RJ Harris 94 3.276596 4.361489 ## 4 MA Starc 208 3.144231 4.425865 ## 5 MJ Henry 88 3.125000 4.961250 ## 6 A Flintoff 139 2.956835 4.283022 ## 7 A Mishra 106 2.886792 4.365849 ## 8 Mohammed Shami 144 2.777778 5.609306 ## 9 MJ McClenaghan 165 2.751515 5.640424 ## 10 CJ McKay 230 2.704348 NA ## 11 MF Maharoof 114 2.701754 4.427018 ## 12 Imran Tahir 156 2.660256 4.461923 ## 13 BAW Mendis 234 2.641026 4.532308 ## 14 RK Kleinveldt 54 2.629630 4.306667 ## 15 Arafat Sunny 62 2.612903 4.103226 ## 16 JE Taylor 156 2.602564 5.115192 ## 17 AJ Hall 55 2.600000 3.879091 ## 18 WD Parnell 129 2.596899 5.477597 ## 19 CR Woakes 129 2.596899 5.340620 ## 20 DE Bollinger 152 2.592105 4.282763 ## 21 Wahab Riaz 206 2.567961 5.431748 ## 22 PJ Cummins 148 2.567568 5.715405 ## 23 R Rampaul 173 2.549133 4.726590 ## 24 Taskin Ahmed 56 2.535714 5.325357 ## 25 DW Steyn 292 2.534247 4.534007 ## 26 JR Hazlewood 64 2.531250 4.392500 ## 27 Abdur Rauf 84 2.523810 4.786667 ## 28 SW Tait 141 2.517730 5.173191 ## 29 Hamid Hassan 106 2.509434 4.686038 ## 30 SL Malinga 419 2.498807 4.968974
Hope you have fun with my yorkr package.!
To leave a comment for the author, please follow the link and comment on their blog: R – Giga thoughts ….
R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.