yorkr crashes the IPL party! – Part 3!
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Introduction
“I’m sorry, if you were right, I’d agree with you.”
Robin Williams
Get your facts first. Then you can distort them as you please.
Mark Twain
Do not take life too seriously. You will never get out of it alive.
Elbert Hubbard
This is the 3rd post in the “yorkr crashes the IPL party!” series. The 2 earlier ones were
This post deals with Class 3 functions, namely the performances of an IPL team in all matches against all other IPL teams matches for e.g Chennai Super Kings against all other IPL teams or Delhi Daredevils against all other teams.
This post has also been published at RPubs IPLT20-Part3 and can also be downloaded as a PDF document from IPLT20-Part3.pdf.
You can clone/fork the code for the package yorkr from Github at yorkr-package
The list of functions in Class 3 are
- teamBattingScorecardAllOppnAllMatches()
- teamBatsmenPartnershipAllOppnAllMatches()
- teamBatsmenPartnershipAllOppnAllMatchesPlot()
- teamBatsmenVsBowlersAllOppnAllMatchesRept()
- teamBatsmenVsBowlersAllOppnAllMatchesPlot()
- teamBowlingScorecardAllOppnAllMatchesMain()
- teamBowlersVsBatsmenAllOppnAllMatchesRept()
- teamBowlersVsBatsmenAllOppnAllMatchesPlot()
- teamBowlingWicketKindAllOppnAllMatches()
- teamBowlingWicketRunsAllOppnAllMatches()
Note: As in the previous parts the plots usually have the plot=TRUE/FALSE parameter. This is to allow the user to get a return value of the desired dataframe. The user can choose to plot this, in any way he/she likes for e.g in interactive charts using rcharts, ggvis,googleVis,plotly etc
1. Install the package from CRAN
The yorkr package can be installed directly from CRAN now! Install the yorkr package.
if (!require("yorkr")) {
install.packages("yorkr")
library("yorkr")
}
rm(list=ls())
2. Get data for all matches against all oppositions for a team
We can get all IPL matches against all other IPL teams using the function below. The dir parameter should point to the folder in which the RData files where the individual IPL T20 matches exist. This function creates a data frame of all the matches and also saves the resulting dataframe as RData
setwd("C:/software/cricket-package/york-test/yorkrData/IPL/IPL-T20-team-allMatches-allOppostions")
# Get all matches against all oppositions for India and save as RData
matches <-getAllMatchesAllOpposition("Royal Challengers Bangalore",dir=".",save=TRUE)
dim(matches)
## [1] 28199 25
“`
3. Save data for all matches against all oppositions
This can be done locally using the function below. This function gets all the IPL T20 matches of the IPL team against all other IPL teams and combines them into a single dataframe and saves it in the current folder. The current implementation expects that the the RData files of individual matches are in ../data folder. Since I already have converted this I will not be running this again. However you will need to use this function for future matches!
# To be available in yorkr_0.0.5. You can install from Github though. #saveAllMatchesAllOppositionIPLT20()
4. Load data directly for all matches between 2 teams
As in my earlier posts (IPLT20-Part1 & IPLT20-Part2) I have however already saved the data, for all IPL matches of the individual IPL teams, against all other IPL teams. The data for these matches for the individual IPL teams can be downloaded directly from Github folder at IPL-T20-team-allmatches-allOppositions
Note: The dataframe for the different for all the matches of a IPL team against all other IPL teams can be loaded directly into your code.Feel free to download the zip of the data and to perform any data mining on them.
If you do come up with interesting insights, I would appreciate if attribute the source to Cricsheet(http://cricsheet.org), and my package yorkr and my blog Giga thoughts, besides dropping me a note.*
As in my earlier post I will be directly loading the saved files. For the illustration of the functions, I will any random IPL team for the funtions for illustration
setwd("C:/software/cricket-package/york-test/yorkrData/IPL/IPL-T20-team-allMatches-allOppostions")
load("allMatchesAllOpposition-Chennai Super Kings.RData")
csk_Allmatches <- matches
load("allMatchesAllOpposition-Deccan Chargers.RData")
dc_Allmatches <- matches
load("allMatchesAllOpposition-Delhi Daredevils.RData")
dd_Allmatches <- matches
load("allMatchesAllOpposition-Kings XI Punjab.RData")
kxip_Allmatches <- matches
load("allMatchesAllOpposition-Kochi Tuskers Kerala.RData")
ktk_Allmatches <- matches
load("allMatchesAllOpposition-Kolkata Knight Riders.RData")
kkr_Allmatches <- matches
load("allMatchesAllOpposition-Mumbai Indians.RData")
mi_Allmatches <- matches
load("allMatchesAllOpposition-Pune Warriors.RData")
pw_Allmatches <- matches
load("allMatchesAllOpposition-Rajasthan Royals.RData")
rr_Allmatches <- matches
load("allMatchesAllOpposition-Royal Challengers Bangalore.RData")
rcb_Allmatches <- matches
load("allMatchesAllOpposition-Sunrisers Hyderabad.RData")
sh_Allmatches <- matches
5. Team IPL T20 Batting Scorecard (all matches with all opposing IPL teams)
The following functions shows the batting scorecards for each IPL team. It returns a dataframe with the top batsmen in each IPL team
#Top IPL Twenty20 batsmen for Chennai Super Kings m <-teamBattingScorecardAllOppnAllMatches(csk_Allmatches,theTeam="Chennai Super Kings") ## Total= 19312 m ## Source: local data frame [46 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 SK Raina 2513 312 144 3567 ## 2 MS Dhoni 2036 206 121 2887 ## 3 MEK Hussey 1361 178 43 1721 ## 4 M Vijay 1220 140 64 1574 ## 5 S Badrinath 1171 152 28 1427 ## 6 F du Plessis 837 92 29 1081 ## 7 ML Hayden 725 118 43 1077 ## 8 DR Smith 673 98 42 886 ## 9 JA Morkel 549 50 47 812 ## 10 BB McCullum 562 78 42 809 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Deccan Chargers m <-teamBattingScorecardAllOppnAllMatches(dc_Allmatches,theTeam="Deccan Chargers") ## Total= 10885 m ## Source: local data frame [58 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 AC Gilchrist 802 136 64 1220 ## 2 RG Sharma 866 96 51 1170 ## 3 S Dhawan 737 106 25 969 ## 4 A Symonds 600 65 38 839 ## 5 HH Gibbs 695 75 29 805 ## 6 CL White 425 47 22 583 ## 7 KC Sangakkara 458 65 9 558 ## 8 TL Suman 437 41 20 544 ## 9 JP Duminy 360 22 19 449 ## 10 Y Venugopal Rao 357 32 19 446 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Delhi Daredevils m <-teamBattingScorecardAllOppnAllMatches(dd_Allmatches,theTeam="Delhi Daredevils") ## Total= 16324 m ## Source: local data frame [76 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 V Sehwag 1290 257 84 2127 ## 2 DA Warner 1050 146 58 1435 ## 3 G Gambhir 828 126 12 1058 ## 4 KD Karthik 762 82 27 979 ## 5 JP Duminy 585 44 40 796 ## 6 DPMD Jayawardene 600 79 9 666 ## 7 AB de Villiers 541 50 13 650 ## 8 KP Pietersen 431 56 27 599 ## 9 TM Dilshan 452 62 16 562 ## 10 KM Jadhav 394 42 19 537 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Kolkata Knight Riders m <-teamBattingScorecardAllOppnAllMatches(kkr_Allmatches,theTeam="Kolkata Knight Riders") ## Total= 16001 m ## Source: local data frame [69 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 G Gambhir 1583 235 33 2024 ## 2 YK Pathan 937 100 64 1317 ## 3 JH Kallis 1193 128 23 1294 ## 4 SC Ganguly 909 105 36 1031 ## 5 RV Uthappa 739 118 25 1024 ## 6 MK Tiwary 878 86 23 1002 ## 7 BB McCullum 709 92 32 882 ## 8 MK Pandey 518 58 17 626 ## 9 MS Bisla 470 60 16 542 ## 10 DJ Hussey 389 31 28 511 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Kochi Tuskers Kerala m <-teamBattingScorecardAllOppnAllMatches(ktk_Allmatches,theTeam="Kochi Tuskers Kerala") ## Total= 1758 m ## Source: local data frame [19 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 BB McCullum 265 35 16 357 ## 2 DPMD Jayawardene 249 35 5 299 ## 3 BJ Hodge 230 26 9 285 ## 4 RA Jadeja 225 20 14 283 ## 5 PA Patel 181 25 2 202 ## 6 M Klinger 74 9 NA 73 ## 7 R Vinay Kumar 47 4 1 50 ## 8 RV Gomez 47 4 1 46 ## 9 VVS Laxman 38 3 2 44 ## 10 OA Shah 14 1 2 26 ## 11 NLTC Perera 27 4 NA 23 ## 12 Y Gnaneswara Rao 17 3 NA 19 ## 13 KM Jadhav 23 1 NA 18 ## 14 B Akhil 9 NA 1 13 ## 15 RR Powar 13 NA NA 11 ## 16 M Muralitharan 6 NA NA 5 ## 17 RP Singh 3 NA NA 2 ## 18 S Sreesanth 8 NA NA 1 ## 19 P Parameswaran 1 NA NA 1 #Top IPL Twenty20 batsmen for Kings XI Punjab m <-teamBattingScorecardAllOppnAllMatches(kxip_Allmatches,theTeam="Kings XI Punjab") ## Total= 17333 m ## Source: local data frame [74 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 SE Marsh 1444 211 65 1973 ## 2 DA Miller 865 89 70 1319 ## 3 KC Sangakkara 755 117 18 1000 ## 4 Yuvraj Singh 643 67 46 859 ## 5 AC Gilchrist 636 103 28 849 ## 6 DPMD Jayawardene 546 81 24 792 ## 7 Mandeep Singh 616 96 8 763 ## 8 GJ Maxwell 388 61 44 697 ## 9 DJ Hussey 567 51 26 695 ## 10 WP Saha 437 49 28 611 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Mumbai Indians m <-teamBattingScorecardAllOppnAllMatches(mi_Allmatches,theTeam="Mumbai Indians") ## Total= NA m ## Source: local data frame [73 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 SR Tendulkar 1806 277 29 2221 ## 2 RG Sharma 1657 176 96 2201 ## 3 AT Rayudu 1507 169 63 1963 ## 4 KA Pollard 1117 116 106 1707 ## 5 LMP Simmons 720 99 35 934 ## 6 ST Jayasuriya 504 84 37 748 ## 7 KD Karthik 591 82 16 727 ## 8 DR Smith 449 62 26 600 ## 9 JP Duminy 437 39 16 523 ## 10 SS Tiwary 332 32 19 458 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Pune Warriors m <-teamBattingScorecardAllOppnAllMatches(pw_Allmatches,theTeam="Pune Warriors") ## Total= 5871 m ## Source: local data frame [43 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 RV Uthappa 880 106 30 1078 ## 2 Yuvraj Singh 427 38 30 551 ## 3 JD Ryder 396 60 19 548 ## 4 SPD Smith 388 39 18 521 ## 5 MK Pandey 421 44 14 459 ## 6 AJ Finch 293 52 13 408 ## 7 SC Ganguly 321 33 6 318 ## 8 AD Mathews 246 10 14 299 ## 9 M Manhas 234 19 8 247 ## 10 MR Marsh 153 8 13 190 ## .. ... ... ... ... ... #Top Twenty20 batsmen for Rajasthan Royals m <-teamBattingScorecardAllOppnAllMatches(rr_Allmatches,theTeam="Rajasthan Royals") ## Total= 16359 m ## Source: local data frame [80 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 SR Watson 1609 237 107 2342 ## 2 AM Rahane 1637 218 38 2031 ## 3 R Dravid 1098 171 10 1247 ## 4 YK Pathan 601 89 59 990 ## 5 SV Samson 596 59 30 740 ## 6 GC Smith 601 88 9 697 ## 7 BJ Hodge 423 41 24 592 ## 8 STR Binny 438 43 21 572 ## 9 KK Nair 369 56 14 511 ## 10 NV Ojha 385 49 25 501 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Royal Challengers Bangalore m <-teamBattingScorecardAllOppnAllMatches(rcb_Allmatches,theTeam="Royal Challengers Bangalore") ## Total= 17288 m ## Source: local data frame [85 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 V Kohli 2470 274 111 3125 ## 2 CH Gayle 1704 217 204 2736 ## 3 AB de Villiers 1170 167 90 1899 ## 4 JH Kallis 952 123 20 1093 ## 5 R Dravid 706 96 17 889 ## 6 TM Dilshan 510 78 8 587 ## 7 RV Uthappa 380 39 30 549 ## 8 SS Tiwary 456 26 17 487 ## 9 LRPL Taylor 318 33 28 464 ## 10 MA Agarwal 332 41 22 433 ## .. ... ... ... ... ... #Top IPL Twenty20 batsmen for Sunrisers Hyderabad m <-teamBattingScorecardAllOppnAllMatches(sh_Allmatches,theTeam="Sunrisers Hyderabad") ## Total= 6117 m ## Source: local data frame [32 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 DA Warner 715 104 45 1090 ## 2 S Dhawan 835 131 18 1040 ## 3 NV Ojha 277 26 21 369 ## 4 AJ Finch 251 31 9 309 ## 5 KL Rahul 284 20 8 308 ## 6 MC Henriques 220 20 13 296 ## 7 PA Patel 244 37 4 292 ## 8 GH Vihari 281 23 1 261 ## 9 DJG Sammy 198 14 17 259 ## 10 KV Sharma 191 10 11 227 ## .. ... ... ... ... ...
6. Team Batting Scorecard in IPL Twenty20 matches against all opposing IPL teams
The following functions show the best batsmen from the opposition ‘theTeam’ in the ‘matches’. For e.g. when the matches=csk_Allmatches and theTeam=“Royal Challengers Bangalore” then the returned dataframe shows the best Royal Challengers Bangalore batsmen against CSK
#Top IPL T20 Royal Challengers Bangalore batsmen against Chennai Super Kings m <-teamBattingScorecardAllOppnAllMatches(matches=csk_Allmatches,theTeam="Royal Challengers Bangalore") ## Total= 2485 m ## Source: local data frame [54 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 V Kohli 542 49 30 694 ## 2 CH Gayle 204 12 23 270 ## 3 AB de Villiers 147 26 9 241 ## 4 R Dravid 111 18 NA 133 ## 5 MA Agarwal 96 15 4 120 ## 6 RV Uthappa 71 7 8 115 ## 7 JH Kallis 95 19 NA 109 ## 8 SS Tiwary 84 4 3 86 ## 9 MK Pandey 67 10 NA 73 ## 10 LRPL Taylor 62 2 3 64 ## .. ... ... ... ... ... #Top IPL T20 Mumbai Indians batsmen against Chennai Super Kings m <-teamBattingScorecardAllOppnAllMatches(matches=csk_Allmatches,theTeam="Mumbai Indians") ## Total= 3223 m ## Source: local data frame [43 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 RG Sharma 343 37 14 444 ## 2 KA Pollard 209 25 26 351 ## 3 SR Tendulkar 259 38 5 320 ## 4 AT Rayudu 243 17 14 299 ## 5 LMP Simmons 219 23 16 281 ## 6 ST Jayasuriya 91 21 13 190 ## 7 Harbhajan Singh 115 13 12 170 ## 8 DR Smith 90 16 10 159 ## 9 AM Nayar 59 10 6 113 ## 10 KD Karthik 100 13 2 109 ## .. ... ... ... ... ... #Top IPL T20 Rajasthan Royals batsmen against Pune Warriors m <-teamBattingScorecardAllOppnAllMatches(pw_Allmatches,theTeam="Rajasthan Royals") ## Total= 743 m ## Source: local data frame [13 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 AM Rahane 134 18 2 173 ## 2 SR Watson 100 17 9 165 ## 3 R Dravid 140 25 1 165 ## 4 AL Menaria 42 1 3 47 ## 5 LRPL Taylor 33 4 2 47 ## 6 BJ Hodge 37 3 NA 40 ## 7 STR Binny 22 2 2 39 ## 8 JP Faulkner 16 1 1 22 ## 9 J Botha 20 2 NA 19 ## 10 DH Yagnik 8 2 NA 12 ## 11 SV Samson 6 2 NA 10 ## 12 OA Shah 7 NA NA 4 ## 13 MDKJ Perera 1 NA NA 0 #Top IPL T20 Sunrisers Hyderabad batsmen against West Indies m <-teamBattingScorecardAllOppnAllMatches(kkr_Allmatches,theTeam="Sunrisers Hyderabad") ## Total= 814 m ## Source: local data frame [27 x 5] ## ## batsman ballsPlayed fours sixes runs ## (fctr) (int) (int) (int) (dbl) ## 1 S Dhawan 138 19 3 159 ## 2 DA Warner 76 14 6 133 ## 3 PA Patel 65 9 1 74 ## 4 NV Ojha 56 7 5 66 ## 5 DJG Sammy 44 1 5 53 ## 6 MC Henriques 38 3 2 48 ## 7 KV Sharma 35 1 3 46 ## 8 NLTC Perera 34 2 1 40 ## 9 CL White 33 3 1 36 ## 10 Y Venugopal Rao 24 4 NA 27 ## .. ... ... ... ... ...
7. Team Batting Partnerships of an IL T20 matches against all opposing teams
This gives the top batting partnerships in each IPL team in all its matches against all opposing teams. The report can either be a ‘summary’ or a ‘detailed’ breakup of the batting partnerships.
# The function gives the names of highest IPL T20 partnership for Chennai Super Kings. The default report parameter is "summary" m <- teamBatsmenPartnershipAllOppnAllMatches(csk_Allmatches,theTeam='Chennai Super Kings') m ## Source: local data frame [46 x 2] ## ## batsman totalRuns ## (fctr) (dbl) ## 1 SK Raina 3567 ## 2 MS Dhoni 2887 ## 3 MEK Hussey 1721 ## 4 M Vijay 1574 ## 5 S Badrinath 1427 ## 6 F du Plessis 1081 ## 7 ML Hayden 1077 ## 8 DR Smith 886 ## 9 JA Morkel 812 ## 10 BB McCullum 809 ## .. ... ... # When the report parameter is 'detailed' then the detailed break up of the T20 partnership is returned as a data frame m <- teamBatsmenPartnershipAllOppnAllMatches(csk_Allmatches,theTeam='Chennai Super Kings',report="detailed") head(m,30) ## batsman nonStriker partnershipRuns totalRuns ## 1 SK Raina SP Fleming 20 3567 ## 2 SK Raina S Anirudha 33 3567 ## 3 SK Raina S Badrinath 413 3567 ## 4 SK Raina MS Dhoni 546 3567 ## 5 SK Raina JA Morkel 142 3567 ## 6 SK Raina MS Gony 10 3567 ## 7 SK Raina ML Hayden 219 3567 ## 8 SK Raina JDP Oram 6 3567 ## 9 SK Raina DR Smith 239 3567 ## 10 SK Raina M Vijay 325 3567 ## 11 SK Raina JM Kemp 10 3567 ## 12 SK Raina R Ashwin 0 3567 ## 13 SK Raina MEK Hussey 617 3567 ## 14 SK Raina F du Plessis 336 3567 ## 15 SK Raina RA Jadeja 50 3567 ## 16 SK Raina DJ Bravo 87 3567 ## 17 SK Raina PA Patel 166 3567 ## 18 SK Raina S Vidyut 1 3567 ## 19 SK Raina A Flintoff 30 3567 ## 20 SK Raina WP Saha 16 3567 ## 21 SK Raina BB McCullum 186 3567 ## 22 SK Raina GJ Bailey 10 3567 ## 23 SK Raina DJ Hussey 95 3567 ## 24 SK Raina M Ntini 2 3567 ## 25 SK Raina C Ganapathy 8 3567 ## 26 MS Dhoni SP Fleming 11 2887 ## 27 MS Dhoni S Anirudha 29 2887 ## 28 MS Dhoni SK Raina 488 2887 ## 29 MS Dhoni S Badrinath 341 2887 ## 30 MS Dhoni JA Morkel 209 2887 #Top IPL T20 Rajasthan Royal partnerships teamBatsmenPartnershipAllOppnAllMatches(rr_Allmatches,theTeam='Rajasthan Royals',report="summary") ## Source: local data frame [80 x 2] ## ## batsman totalRuns ## (fctr) (dbl) ## 1 SR Watson 2342 ## 2 AM Rahane 2031 ## 3 R Dravid 1247 ## 4 YK Pathan 990 ## 5 SV Samson 740 ## 6 GC Smith 697 ## 7 BJ Hodge 592 ## 8 STR Binny 572 ## 9 KK Nair 511 ## 10 NV Ojha 501 ## .. ... ... #Top IPL T20 Mumbai Indians batting partnerships m <- teamBatsmenPartnershipAllOppnAllMatches(mi_Allmatches,theTeam='Mumbai Indians',report="detailed") m[1:30,] ## batsman nonStriker partnershipRuns totalRuns ## 1 SR Tendulkar ST Jayasuriya 254 2221 ## 2 SR Tendulkar RV Uthappa 10 2221 ## 3 SR Tendulkar DJ Bravo 66 2221 ## 4 SR Tendulkar AM Nayar 41 2221 ## 5 SR Tendulkar Harbhajan Singh 50 2221 ## 6 SR Tendulkar S Dhawan 183 2221 ## 7 SR Tendulkar JP Duminy 107 2221 ## 8 SR Tendulkar Z Khan 2 2221 ## 9 SR Tendulkar PR Shah 19 2221 ## 10 SR Tendulkar SS Tiwary 81 2221 ## 11 SR Tendulkar AT Rayudu 261 2221 ## 12 SR Tendulkar KA Pollard 65 2221 ## 13 SR Tendulkar R Sathish 62 2221 ## 14 SR Tendulkar R McLaren 33 2221 ## 15 SR Tendulkar RE Levi 14 2221 ## 16 SR Tendulkar RG Sharma 226 2221 ## 17 SR Tendulkar JEC Franklin 82 2221 ## 18 SR Tendulkar DR Smith 187 2221 ## 19 SR Tendulkar KD Karthik 104 2221 ## 20 SR Tendulkar RT Ponting 63 2221 ## 21 SR Tendulkar AP Tare 36 2221 ## 22 SR Tendulkar DJ Thornely 21 2221 ## 23 SR Tendulkar HH Gibbs 13 2221 ## 24 SR Tendulkar TL Suman 19 2221 ## 25 SR Tendulkar A Symonds 13 2221 ## 26 SR Tendulkar DJ Jacobs 68 2221 ## 27 SR Tendulkar AM Rahane 36 2221 ## 28 SR Tendulkar Mohammad Ashraful 1 2221 ## 29 SR Tendulkar RJ Peterson 9 2221 ## 30 SR Tendulkar AC Blizzard 77 2221 #Top IPL T20 Royal Challengers Bangalore batting partnerships m <-teamBatsmenPartnershipAllOppnAllMatches(rcb_Allmatches,theTeam='Royal Challengers Bangalore',report="detailed") m[1:30,] ## batsman nonStriker partnershipRuns totalRuns ## 1 V Kohli SP Goswami 7 3125 ## 2 V Kohli JH Kallis 181 3125 ## 3 V Kohli R Dravid 72 3125 ## 4 V Kohli Misbah-ul-Haq 13 3125 ## 5 V Kohli MV Boucher 39 3125 ## 6 V Kohli B Akhil 0 3125 ## 7 V Kohli P Kumar 17 3125 ## 8 V Kohli PA Patel 33 3125 ## 9 V Kohli JA Morkel 2 3125 ## 10 V Kohli MK Pandey 19 3125 ## 11 V Kohli RV Uthappa 32 3125 ## 12 V Kohli KP Pietersen 71 3125 ## 13 V Kohli CL White 25 3125 ## 14 V Kohli TM Dilshan 89 3125 ## 15 V Kohli MA Agarwal 74 3125 ## 16 V Kohli AB de Villiers 582 3125 ## 17 V Kohli SS Tiwary 154 3125 ## 18 V Kohli CA Pujara 56 3125 ## 19 V Kohli DL Vettori 12 3125 ## 20 V Kohli CH Gayle 855 3125 ## 21 V Kohli LA Pomersbach 39 3125 ## 22 V Kohli J Syed Mohammad 1 3125 ## 23 V Kohli RR Bhatkal 0 3125 ## 24 V Kohli R Vinay Kumar 21 3125 ## 25 V Kohli KB Arun Karthik 2 3125 ## 26 V Kohli Yuvraj Singh 126 3125 ## 27 V Kohli S Rana 23 3125 ## 28 V Kohli NJ Maddinson 6 3125 ## 29 V Kohli Mandeep Singh 23 3125 ## 30 V Kohli KD Karthik 92 3125
8. Batting Partnerships of opposing teams in IPL T20 matches with IPL team
When we use the dataframe rcb_Allmatches (matches of Royal Challengers Bangalore against all opposing teams) and choose another IPL team in the theTeam for e.g Rajasthan Royals then we will get the names of those top Rajasthan Royals batsmen against RCB.
# Top T20 Rajasthan Royals batting partnerships against Royal Challengers Bangalore (report="summary") m <- teamBatsmenPartnershipAllOppnAllMatches(rcb_Allmatches,theTeam='Rajasthan Royals') m ## Source: local data frame [50 x 2] ## ## batsman totalRuns ## (fctr) (dbl) ## 1 SR Watson 271 ## 2 AM Rahane 256 ## 3 R Dravid 177 ## 4 GC Smith 146 ## 5 KK Nair 92 ## 6 YK Pathan 91 ## 7 SPD Smith 91 ## 8 SV Samson 87 ## 9 STR Binny 80 ## 10 NV Ojha 75 ## .. ... ... # Top T20 Kolkata Knight Riders batting partnerships against Sunrisers Hyderabad (report="detailed") m <- teamBatsmenPartnershipAllOppnAllMatches(sh_Allmatches,theTeam='Kolkata Knight Riders', report="detailed") m[1:30,] ## batsman nonStriker partnershipRuns totalRuns ## 1 YK Pathan J Botha 14 199 ## 2 YK Pathan PP Chawla 13 199 ## 3 YK Pathan JH Kallis 26 199 ## 4 YK Pathan RV Uthappa 3 199 ## 5 YK Pathan MK Pandey 28 199 ## 6 YK Pathan RN ten Doeschate 22 199 ## 7 YK Pathan Shakib Al Hasan 36 199 ## 8 YK Pathan SA Yadav 32 199 ## 9 YK Pathan P Dogra 10 199 ## 10 YK Pathan SP Narine 9 199 ## 11 YK Pathan Iqbal Abdulla 6 199 ## 12 RV Uthappa G Gambhir 65 145 ## 13 RV Uthappa YK Pathan 19 145 ## 14 RV Uthappa MK Pandey 61 145 ## 15 G Gambhir MS Bisla 33 132 ## 16 G Gambhir JH Kallis 30 132 ## 17 G Gambhir RV Uthappa 69 132 ## 18 MK Pandey YK Pathan 31 103 ## 19 MK Pandey RV Uthappa 37 103 ## 20 MK Pandey RN ten Doeschate 14 103 ## 21 MK Pandey SA Yadav 5 103 ## 22 MK Pandey AD Russell 16 103 ## 23 JH Kallis EJG Morgan 24 65 ## 24 JH Kallis G Gambhir 27 65 ## 25 JH Kallis YK Pathan 14 65 ## 26 EJG Morgan JH Kallis 56 56 ## 27 MS Bisla G Gambhir 43 43 ## 28 RN ten Doeschate YK Pathan 29 34 ## 29 RN ten Doeschate MK Pandey 5 34 ## 30 SA Yadav YK Pathan 11 20 #Top IPL T20 Chennai Super Kings batting partnerships against Mumbai Indians m <- teamBatsmenPartnershipAllOppnAllMatches(mi_Allmatches,theTeam='Chennai Super Kings',report="detailed") head(m,30) ## batsman nonStriker partnershipRuns totalRuns ## 1 SK Raina ML Hayden 104 537 ## 2 SK Raina PA Patel 5 537 ## 3 SK Raina MS Dhoni 23 537 ## 4 SK Raina DJ Bravo 59 537 ## 5 SK Raina S Badrinath 78 537 ## 6 SK Raina M Vijay 22 537 ## 7 SK Raina MEK Hussey 97 537 ## 8 SK Raina F du Plessis 43 537 ## 9 SK Raina DR Smith 51 537 ## 10 SK Raina BB McCullum 8 537 ## 11 SK Raina DJ Hussey 46 537 ## 12 SK Raina SP Fleming 1 537 ## 13 MS Dhoni ML Hayden 83 466 ## 14 MS Dhoni SK Raina 8 466 ## 15 MS Dhoni JDP Oram 10 466 ## 16 MS Dhoni DJ Bravo 63 466 ## 17 MS Dhoni S Badrinath 55 466 ## 18 MS Dhoni Joginder Sharma 19 466 ## 19 MS Dhoni M Vijay 1 466 ## 20 MS Dhoni MEK Hussey 8 466 ## 21 MS Dhoni F du Plessis 24 466 ## 22 MS Dhoni JA Morkel 13 466 ## 23 MS Dhoni RA Jadeja 37 466 ## 24 MS Dhoni R Ashwin 52 466 ## 25 MS Dhoni B Laughlin 16 466 ## 26 MS Dhoni AS Rajpoot 9 466 ## 27 MS Dhoni CH Morris 1 466 ## 28 MS Dhoni MM Sharma 23 466 ## 29 MS Dhoni BB McCullum 14 466 ## 30 MS Dhoni P Negi 30 466 #Top IPL T20 Kochi Tusker Kerala batting partnerships against Kings XI Punjab m <- teamBatsmenPartnershipAllOppnAllMatches(kxip_Allmatches,theTeam='Kochi Tuskers Kerala',report="detailed") head(m,30) ## batsman nonStriker partnershipRuns totalRuns ## 1 DPMD Jayawardene RA Jadeja 12 76 ## 2 DPMD Jayawardene BB McCullum 42 76 ## 3 DPMD Jayawardene BJ Hodge 3 76 ## 4 DPMD Jayawardene OA Shah 9 76 ## 5 DPMD Jayawardene RV Gomez 10 76 ## 6 BB McCullum DPMD Jayawardene 32 32 ## 7 OA Shah DPMD Jayawardene 23 23 ## 8 RA Jadeja DPMD Jayawardene 17 17 ## 9 BJ Hodge DPMD Jayawardene 4 4 ## 10 RV Gomez DPMD Jayawardene 2 2 ## 11 R Vinay Kumar DPMD Jayawardene 1 1 ## 12 PA Patel DPMD Jayawardene 0 0
9. Team Batting Partnership plots in Twenty20 matches against all opposing teams
Graphical plot of batting partnerships for the IPL teams
# Plot of IPL T20 batting partnerships of Chennai Super Kings (Suresh Raina and MS Dhoni have the best IPL T20 partnerships for CSK) teamBatsmenPartnershipAllOppnAllMatchesPlot(csk_Allmatches,"Chennai Super Kings",main="Chennai Super Kings")
# Plot of T20 batting partnerships of Royal Challengers Bangalore (Virat Kohli and Chris Gayle lead) teamBatsmenPartnershipAllOppnAllMatchesPlot(rcb_Allmatches,"Royal Challengers Bangalore",main="Royal Challengers Bangalore")
# Plot of IPL T20 batting partnerships of Kolkata Knight Riders (Gautham Gambhir and Yusuf Pathan head the list) teamBatsmenPartnershipAllOppnAllMatchesPlot(kkr_Allmatches,"Kolkata Knight Riders",main="Kolkata Knight Riders")
10. Top opposition batting partnerships in IPL Twenty20 matches against all opposing teams
This gives the best performance of the team against a specified IPL team
# Top Sunrisers Hyderabad IPL T20 partnerships against Kings XI Punjab teamBatsmenPartnershipAllOppnAllMatchesPlot(sh_Allmatches,"Sunrisers Hyderabad",main="Kings XI Punjab")
# Top Delhi Daredevils T20 partnerships against Deccan Chargers teamBatsmenPartnershipAllOppnAllMatchesPlot(dd_Allmatches,"Delhi Daredevils",main="Deccan Chargers")
# Top Rajasthan Royals T20 partnerships against Chennai Super Kings teamBatsmenPartnershipAllOppnAllMatchesPlot(rr_Allmatches,"Rajasthan Royals",main="Chennai Super Kings")
11. Batsmen vs Bowlers in IPL Twenty20 matches against all opposing teams
The function below gives the top performance of batsmen against the opposing teams
# Top IPL T20 Chennai Super Kings batsmen against bowlers when rank=0 m <-teamBatsmenVsBowlersAllOppnAllMatchesRept(csk_Allmatches,"Chennai Super Kings",rank=0) m ## Source: local data frame [46 x 2] ## ## batsman runsScored ## (fctr) (dbl) ## 1 SK Raina 3567 ## 2 MS Dhoni 2887 ## 3 MEK Hussey 1721 ## 4 M Vijay 1574 ## 5 S Badrinath 1427 ## 6 F du Plessis 1081 ## 7 ML Hayden 1077 ## 8 DR Smith 886 ## 9 JA Morkel 812 ## 10 BB McCullum 809 ## .. ... ... # Performance of IPL T20 Rajasthan Royals batsman in T20 with rank=1 against all other IPL teams. This is Shane Watson for RR m <-teamBatsmenVsBowlersAllOppnAllMatchesRept(rr_Allmatches,"Rajasthan Royals",rank=1,dispRows=30) m ## Source: local data frame [30 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 SR Watson M Kartik 94 ## 2 SR Watson RA Jadeja 73 ## 3 SR Watson SL Malinga 68 ## 4 SR Watson P Kumar 66 ## 5 SR Watson PP Chawla 63 ## 6 SR Watson R Ashwin 59 ## 7 SR Watson Shakib Al Hasan 56 ## 8 SR Watson M Muralitharan 54 ## 9 SR Watson MM Sharma 50 ## 10 SR Watson DJ Bravo 49 ## .. ... ... ... # Performance of Kolkata Knight Riders batsman in IPL T20 with rank=2 with all other IPL teams. This is Yusuf Pathan with m <-teamBatsmenVsBowlersAllOppnAllMatchesRept(kkr_Allmatches,"Kolkata Knight Riders",rank=2,dispRows=30) m ## Source: local data frame [30 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 YK Pathan DW Steyn 75 ## 2 YK Pathan A Mishra 63 ## 3 YK Pathan SL Malinga 57 ## 4 YK Pathan R Vinay Kumar 39 ## 5 YK Pathan Harbhajan Singh 36 ## 6 YK Pathan KV Sharma 33 ## 7 YK Pathan B Kumar 32 ## 8 YK Pathan Imran Tahir 27 ## 9 YK Pathan S Aravind 26 ## 10 YK Pathan M Morkel 25 ## .. ... ... ...
12. Batsmen vs Bowlers in IPL Twenty20 matches against all other IPL teams (continued)
# The RCB IPL T20 batsmen who has the best performance against Sunrisers Hyderabad bowlers m <-teamBatsmenVsBowlersAllOppnAllMatchesRept(matches=sh_Allmatches,theTeam="Royal Challengers Bangalore",rank=1,dispRows=25) m ## Source: local data frame [18 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 V Kohli KV Sharma 48 ## 2 V Kohli A Mishra 35 ## 3 V Kohli NLTC Perera 31 ## 4 V Kohli B Kumar 26 ## 5 V Kohli I Sharma 25 ## 6 V Kohli DW Steyn 23 ## 7 V Kohli P Kumar 21 ## 8 V Kohli IK Pathan 16 ## 9 V Kohli CL White 13 ## 10 V Kohli TA Boult 11 ## 11 V Kohli A Ashish Reddy 10 ## 12 V Kohli Ankit Sharma 10 ## 13 V Kohli DJG Sammy 7 ## 14 V Kohli Parvez Rasool 7 ## 15 V Kohli RS Bopara 3 ## 16 V Kohli MC Henriques 2 ## 17 V Kohli GH Vihari 2 ## 18 V Kohli Y Venugopal Rao 1 # All the top IPL T20 Delhi Daredevils batsmen against Kings XI Punjab in all of Indian matches m <-teamBatsmenVsBowlersAllOppnAllMatchesRept(kxip_Allmatches,"Delhi Daredevils",rank=0) m ## Source: local data frame [52 x 2] ## ## batsman runsScored ## (fctr) (dbl) ## 1 V Sehwag 250 ## 2 DA Warner 245 ## 3 G Gambhir 179 ## 4 KD Karthik 175 ## 5 MA Agarwal 128 ## 6 DPMD Jayawardene 107 ## 7 KP Pietersen 107 ## 8 NV Ojha 86 ## 9 M Manhas 83 ## 10 Y Venugopal Rao 72 ## .. ... ... # The best Chennai Super Kings IPL T20 batsman(rank=0) against Delhi Daredevils and his performance against England bowlers m <-teamBatsmenVsBowlersAllOppnAllMatchesRept(dd_Allmatches,"Chennai Super Kings",rank=1,dispRows=30) m ## Source: local data frame [30 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 MS Dhoni IK Pathan 33 ## 2 MS Dhoni AB Agarkar 30 ## 3 MS Dhoni A Nehra 29 ## 4 MS Dhoni Mohammad Asif 21 ## 5 MS Dhoni JD Unadkat 19 ## 6 MS Dhoni M Morkel 17 ## 7 MS Dhoni UT Yadav 16 ## 8 MS Dhoni GD McGrath 14 ## 9 MS Dhoni V Sehwag 14 ## 10 MS Dhoni S Nadeem 14 ## .. ... ... ... # All the top Deccan Chargers IPL T20 batsmen (rank=0) against Kolkata Knight Riders and performances against Australian bowlers m <-teamBatsmenVsBowlersAllOppnAllMatchesRept(kkr_Allmatches,"Deccan Chargers",rank=0) m ## Source: local data frame [29 x 2] ## ## batsman runsScored ## (fctr) (dbl) ## 1 AC Gilchrist 166 ## 2 HH Gibbs 145 ## 3 RG Sharma 116 ## 4 S Dhawan 111 ## 5 A Symonds 100 ## 6 Y Venugopal Rao 92 ## 7 B Chipli 60 ## 8 DB Ravi Teja 54 ## 9 TL Suman 53 ## 10 VVS Laxman 32 ## .. ... ...
13. IPL Batsmen vs Bowlers Plot in Twenty20 matches against all other IPL teams
The following functions plot the performances of the IPL batsman based on the rank chosen against all other IPL team’s bowlers. Note: The rank has to be >0
#The following plot displays the performance of the top Royal Challengers Bangalore IPL T20 batsman (rank=1) against all opposition IPL bowlers. This is Virat Kohli for India d <- teamBatsmenVsBowlersAllOppnAllMatchesRept(rcb_Allmatches,"Royal Challengers Bangalore",rank=1,dispRows=50) d ## Source: local data frame [50 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 V Kohli UT Yadav 129 ## 2 V Kohli R Ashwin 115 ## 3 V Kohli A Mishra 106 ## 4 V Kohli IK Pathan 92 ## 5 V Kohli DJ Bravo 79 ## 6 V Kohli RA Jadeja 78 ## 7 V Kohli JA Morkel 73 ## 8 V Kohli PP Chawla 64 ## 9 V Kohli SB Jakati 62 ## 10 V Kohli Harbhajan Singh 61 ## .. ... ... ... teamBatsmenVsBowlersAllOppnAllMatchesPlot(d)
e <- teamBatsmenVsBowlersAllOppnAllMatchesPlot(d,plot=FALSE) e ## Source: local data frame [50 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 V Kohli UT Yadav 129 ## 2 V Kohli R Ashwin 115 ## 3 V Kohli A Mishra 106 ## 4 V Kohli IK Pathan 92 ## 5 V Kohli DJ Bravo 79 ## 6 V Kohli RA Jadeja 78 ## 7 V Kohli JA Morkel 73 ## 8 V Kohli PP Chawla 64 ## 9 V Kohli SB Jakati 62 ## 10 V Kohli Harbhajan Singh 61 ## .. ... ... ... # The following plot displays the performance of the Chennai Super Kings IPL T20 batsman (rank=2) against all opposition IPL bowlers. This is M S Dhoni for India d <- teamBatsmenVsBowlersAllOppnAllMatchesRept(csk_Allmatches,"Chennai Super Kings",rank=2,dispRows=50) teamBatsmenVsBowlersAllOppnAllMatchesPlot(d)
# Best IPL T20 batsman of Delhi Daredevils against all other IPL bowlers d <- teamBatsmenVsBowlersAllOppnAllMatchesRept(dd_Allmatches,"Delhi Daredevils",rank=1,dispRows=30) d ## Source: local data frame [30 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 V Sehwag RP Singh 88 ## 2 V Sehwag Harbhajan Singh 54 ## 3 V Sehwag MM Patel 52 ## 4 V Sehwag JA Morkel 47 ## 5 V Sehwag R Vinay Kumar 47 ## 6 V Sehwag AD Mascarenhas 47 ## 7 V Sehwag P Kumar 46 ## 8 V Sehwag PP Chawla 45 ## 9 V Sehwag R Sharma 43 ## 10 V Sehwag MS Gony 42 ## .. ... ... ... teamBatsmenVsBowlersAllOppnAllMatchesPlot(d)
# Best IPL T20 batsman of Deccan Chargers against all other IPL bowlers d <- teamBatsmenVsBowlersAllOppnAllMatchesRept(dc_Allmatches,"Deccan Chargers",rank=1,dispRows=30) d ## Source: local data frame [30 x 3] ## Groups: batsman [1] ## ## batsman bowler runs ## (fctr) (fctr) (dbl) ## 1 AC Gilchrist A Nehra 67 ## 2 AC Gilchrist DP Nannes 45 ## 3 AC Gilchrist S Sreesanth 40 ## 4 AC Gilchrist JH Kallis 39 ## 5 AC Gilchrist MM Patel 39 ## 6 AC Gilchrist JA Morkel 34 ## 7 AC Gilchrist IK Pathan 34 ## 8 AC Gilchrist A Kumble 34 ## 9 AC Gilchrist AB Agarkar 31 ## 10 AC Gilchrist I Sharma 30 ## .. ... ... ... teamBatsmenVsBowlersAllOppnAllMatchesPlot(d)
14. Team bowling IPL T20 scorecard against all opposing IPL steams
The functions lists the top IPL T20 bowlers of each IPL team. This function returns a dataframe when ‘matches’ is the matches of the IPL and ‘theTeam’ is the same IPL team as in the functions below
teamBowlingScorecardAllOppnAllMatchesMain(matches=kkr_Allmatches,theTeam="Kolkata Knight Riders") ## Source: local data frame [52 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 SP Narine 18 0 1289 84 ## 2 JH Kallis 20 0 1105 46 ## 3 Shakib Al Hasan 18 0 827 43 ## 4 R Bhatia 15 0 905 38 ## 5 L Balaji 21 0 879 37 ## 6 Iqbal Abdulla 20 0 674 32 ## 7 AB Dinda 17 0 605 29 ## 8 PP Chawla 15 0 572 26 ## 9 I Sharma 17 0 862 25 ## 10 M Morkel 14 0 573 25 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(matches=csk_Allmatches,theTeam="Chennai Super Kings") ## Source: local data frame [44 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 R Ashwin 20 0 2127 98 ## 2 DJ Bravo 17 0 1542 88 ## 3 JA Morkel 20 0 2000 83 ## 4 MM Sharma 19 0 1208 60 ## 5 RA Jadeja 17 0 1346 58 ## 6 SB Jakati 18 0 1154 46 ## 7 M Muralitharan 16 0 977 41 ## 8 DE Bollinger 13 0 662 41 ## 9 L Balaji 21 0 809 35 ## 10 A Nehra 12 0 591 33 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(dc_Allmatches,"Deccan Chargers") ## Source: local data frame [43 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 PP Ojha 18 0 1328 66 ## 2 RP Singh 18 0 1229 57 ## 3 A Mishra 14 0 735 32 ## 4 DW Steyn 13 0 584 32 ## 5 A Symonds 18 0 633 22 ## 6 WPUJC Vaas 8 0 355 22 ## 7 RJ Harris 15 0 463 21 ## 8 DT Christian 17 0 583 20 ## 9 Harmeet Singh 18 0 419 17 ## 10 RG Sharma 13 0 339 15 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(dd_Allmatches,"Delhi Daredevils") ## Source: local data frame [61 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 A Mishra 20 0 1105 54 ## 2 UT Yadav 19 0 1314 53 ## 3 M Morkel 19 0 1113 52 ## 4 A Nehra 16 0 758 41 ## 5 IK Pathan 21 0 1191 34 ## 6 PJ Sangwan 19 0 782 34 ## 7 DP Nannes 17 0 596 31 ## 8 S Nadeem 19 0 1046 30 ## 9 MF Maharoof 18 0 507 29 ## 10 Imran Tahir 13 0 485 26 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(kxip_Allmatches,"Kings XI Punjab") ## Source: local data frame [52 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 PP Chawla 15 0 2188 87 ## 2 IK Pathan 18 0 1112 56 ## 3 P Awana 21 0 1029 43 ## 4 P Kumar 19 0 1152 35 ## 5 AR Patel 19 0 797 33 ## 6 Sandeep Sharma 14 0 704 32 ## 7 Azhar Mahmood 18 0 659 30 ## 8 S Sreesanth 18 0 750 28 ## 9 MG Johnson 19 0 780 26 ## 10 RJ Harris 15 0 584 26 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(ktk_Allmatches,"Kochi Tuskers Kerala") ## Source: local data frame [13 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 R Vinay Kumar 15 0 335 17 ## 2 RP Singh 11 0 345 15 ## 3 RA Jadeja 12 0 305 9 ## 4 BJ Hodge 7 0 77 8 ## 5 S Sreesanth 9 1 206 7 ## 6 RV Gomez 7 0 124 5 ## 7 NLTC Perera 10 0 111 5 ## 8 P Parameswaran 9 0 137 4 ## 9 M Muralitharan 5 0 141 2 ## 10 RR Powar 7 0 112 2 ## 11 B Akhil 2 0 22 0 ## 12 P Prasanth 1 0 18 0 ## 13 Y Gnaneswara Rao 1 0 7 0 teamBowlingScorecardAllOppnAllMatchesMain(mi_Allmatches,"Mumbai Indians") ## Source: local data frame [59 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 SL Malinga 21 0 2478 158 ## 2 Harbhajan Singh 20 0 2668 118 ## 3 KA Pollard 16 0 1614 66 ## 4 MM Patel 19 0 862 42 ## 5 DS Kulkarni 19 0 825 37 ## 6 PP Ojha 16 0 968 32 ## 7 DJ Bravo 17 0 719 30 ## 8 Z Khan 14 0 630 30 ## 9 MG Johnson 11 0 436 22 ## 10 MJ McClenaghan 12 0 386 18 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(pw_Allmatches,"Pune Warriors") ## Source: local data frame [34 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 R Sharma 17 0 854 35 ## 2 AB Dinda 17 0 634 28 ## 3 B Kumar 20 0 697 24 ## 4 WD Parnell 16 1 444 21 ## 5 AC Thomas 14 0 406 16 ## 6 Yuvraj Singh 10 0 333 15 ## 7 MR Marsh 13 0 281 14 ## 8 AD Mathews 16 0 407 12 ## 9 A Nehra 17 0 402 12 ## 10 MN Samuels 14 0 250 10 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(rcb_Allmatches,"Royal Challengers Bangalore") ## Source: local data frame [57 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 R Vinay Kumar 21 0 1822 83 ## 2 Z Khan 15 0 1237 53 ## 3 A Kumble 18 0 1040 47 ## 4 MA Starc 18 0 693 39 ## 5 P Kumar 18 0 1078 37 ## 6 YS Chahal 14 0 801 36 ## 7 HV Patel 15 0 781 32 ## 8 DW Steyn 15 0 654 32 ## 9 S Aravind 11 0 548 32 ## 10 JH Kallis 16 0 1088 26 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(rr_Allmatches,"Rajasthan Royals") ## Source: local data frame [56 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 SK Trivedi 19 0 1862 70 ## 2 SR Watson 21 0 1633 68 ## 3 SK Warne 16 0 1405 60 ## 4 JP Faulkner 20 0 1224 49 ## 5 MM Patel 20 0 779 39 ## 6 KK Cooper 18 0 691 32 ## 7 A Singh 14 0 620 31 ## 8 SW Tait 19 NA NA 26 ## 9 Sohail Tanvir 12 0 266 24 ## 10 YK Pathan 17 0 693 23 ## .. ... ... ... ... ... teamBowlingScorecardAllOppnAllMatchesMain(sh_Allmatches,"Sunrisers Hyderabad") ## Source: local data frame [21 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 B Kumar 16 0 761 40 ## 2 KV Sharma 17 0 905 38 ## 3 DW Steyn 17 0 968 33 ## 4 A Mishra 16 0 726 29 ## 5 I Sharma 18 0 704 20 ## 6 NLTC Perera 13 0 453 19 ## 7 MC Henriques 15 0 254 15 ## 8 DJG Sammy 14 0 321 14 ## 9 TA Boult 12 0 236 10 ## 10 RS Bopara 7 0 160 8 ## .. ... ... ... ... ...
15. Team bowling IPL T20 scorecard against all opposing teams (continued)
The function lists the top bowlers of a IPL team (‘matches’) against the opposing teams
# Best Sunrisers Hyderabad bowlers in matches against CSK teamBowlingScorecardAllOppnAllMatches(sh_Allmatches,'Chennai Super Kings') ## Source: local data frame [14 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 KV Sharma 10 1 151 4 ## 2 B Kumar 8 0 122 4 ## 3 I Sharma 9 0 183 3 ## 4 A Mishra 9 0 94 3 ## 5 NLTC Perera 1 0 45 3 ## 6 TA Boult 5 0 78 2 ## 7 A Ashish Reddy 3 0 34 2 ## 8 RS Bopara 1 0 29 2 ## 9 MC Henriques 4 0 20 2 ## 10 DW Steyn 7 0 125 1 ## 11 DJG Sammy 4 0 75 0 ## 12 Parvez Rasool 1 0 46 0 ## 13 IK Pathan 1 0 34 0 ## 14 P Kumar 4 0 33 0 # Best Kolkata Knight Riders bowlers in matches against Kings XI Punjab teamBowlingScorecardAllOppnAllMatches(ktk_Allmatches,'Kings XI Punjab') ## Source: local data frame [7 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 RP Singh 4 0 25 4 ## 2 S Sreesanth 4 0 38 0 ## 3 R Vinay Kumar 3 0 28 0 ## 4 RA Jadeja 3 0 27 0 ## 5 BJ Hodge 2 0 26 0 ## 6 P Parameswaran 2 0 23 0 ## 7 RV Gomez 1 0 12 0 # Best Mumbai Indian bowlers in matches against Delhi Daredevils teamBowlingScorecardAllOppnAllMatches(mi_Allmatches,'Delhi Daredevils') ## Source: local data frame [37 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 SL Malinga 14 0 271 21 ## 2 Harbhajan Singh 17 1 318 17 ## 3 KA Pollard 10 0 185 6 ## 4 AG Murtaza 5 0 39 6 ## 5 DS Kulkarni 9 0 116 5 ## 6 A Nehra 6 0 55 4 ## 7 PP Ojha 12 0 112 3 ## 8 ST Jayasuriya 7 0 93 3 ## 9 DJ Bravo 6 0 66 3 ## 10 SM Pollock 4 0 49 3 ## .. ... ... ... ... ... # Best Royal Challengers Bangalore bowlers in matches against Pune Warriors teamBowlingScorecardAllOppnAllMatches(rcb_Allmatches,"Pune Warriors") ## Source: local data frame [16 x 5] ## ## bowler overs maidens runs wickets ## (fctr) (int) (int) (dbl) (dbl) ## 1 R Vinay Kumar 12 0 121 10 ## 2 Z Khan 6 0 88 4 ## 3 CH Gayle 3 0 18 4 ## 4 M Kartik 6 0 54 3 ## 5 HV Patel 5 0 65 2 ## 6 DL Vettori 5 0 57 2 ## 7 M Muralitharan 6 0 48 2 ## 8 RP Singh 5 0 47 2 ## 9 MC Henriques 4 0 44 2 ## 10 JD Unadkat 4 0 37 2 ## 11 R Rampaul 4 0 21 2 ## 12 KP Appanna 5 0 53 1 ## 13 S Aravind 4 0 35 1 ## 14 J Syed Mohammad 2 0 26 1 ## 15 A Mithun 4 0 26 0 ## 16 TM Dilshan 1 0 24 0
16. Team Bowlers versus Batsmen (in T20 against all oppositions)
The functions below give the peformance of IPL bowlers versus opposing IPL batsman. They give the best bowlers and the total runs conceded and against whom were the runs conceded
# Best Chennai Super Kings IPL T20 bowlers overall against all other IPL (rank=0) teamBowlersVsBatsmenAllOppnAllMatchesMain(csk_Allmatches,theTeam="Chennai Super Kings",rank=0) ## Source: local data frame [10 x 2] ## ## bowler runs ## (fctr) (dbl) ## 1 R Ashwin 2063 ## 2 JA Morkel 1917 ## 3 DJ Bravo 1486 ## 4 RA Jadeja 1320 ## 5 MM Sharma 1192 ## 6 SB Jakati 1134 ## 7 M Muralitharan 928 ## 8 SK Raina 888 ## 9 L Balaji 781 ## 10 MS Gony 654 # Top Chennai Super Kings IPL T20 bowler of India and runs conceded against different opposition batsmen (rank=1) ## [1] 1 m <-teamBowlersVsBatsmenAllOppnAllMatchesMain(csk_Allmatches,theTeam="Chennai Super Kings",rank=1) m ## Source: local data frame [148 x 3] ## Groups: bowler [1] ## ## bowler batsman runsConceded ## (fctr) (fctr) (dbl) ## 1 R Ashwin V Kohli 115 ## 2 R Ashwin GJ Maxwell 72 ## 3 R Ashwin RV Uthappa 68 ## 4 R Ashwin RG Sharma 59 ## 5 R Ashwin SR Watson 59 ## 6 R Ashwin LMP Simmons 58 ## 7 R Ashwin MS Bisla 52 ## 8 R Ashwin CH Gayle 49 ## 9 R Ashwin DA Warner 48 ## 10 R Ashwin AC Gilchrist 46 ## .. ... ... ... # Top Kolkata Knight Riders IPL T20 bowler and runs conceded against different opposing IPL batsmen (rank=1) m <-teamBowlersVsBatsmenAllOppnAllMatchesMain(kkr_Allmatches,theTeam="Kolkata Knight Riders",rank=1) m ## Source: local data frame [132 x 3] ## Groups: bowler [1] ## ## bowler batsman runsConceded ## (fctr) (fctr) (dbl) ## 1 SP Narine RG Sharma 62 ## 2 SP Narine SK Raina 58 ## 3 SP Narine WP Saha 52 ## 4 SP Narine JP Duminy 50 ## 5 SP Narine DA Warner 44 ## 6 SP Narine MEK Hussey 37 ## 7 SP Narine AM Rahane 33 ## 8 SP Narine V Kohli 29 ## 9 SP Narine KD Karthik 27 ## 10 SP Narine KA Pollard 26 ## .. ... ... ... # Top IPL T20 bowlers versus batsmen of Delhi Daredevils(rank=0) teamBowlersVsBatsmenAllOppnAllMatchesMain(dd_Allmatches,theTeam="Delhi Daredevils",rank=0) ## Source: local data frame [10 x 2] ## ## bowler runs ## (fctr) (dbl) ## 1 UT Yadav 1261 ## 2 IK Pathan 1156 ## 3 M Morkel 1075 ## 4 A Mishra 1072 ## 5 S Nadeem 1026 ## 6 PJ Sangwan 744 ## 7 A Nehra 728 ## 8 DP Nannes 558 ## 9 MF Maharoof 481 ## 10 Imran Tahir 461
17. Team bowlers versus batsmen report (in IPL T20 matches against all opposing team)
#The best IPL T20 bowlers of other IPL teams against Chennai Super Kings teamBowlersVsBatsmenAllOppnAllMatchesRept(matches=csk_Allmatches,theTeam="Chennai Super Kings",rank=0) ## Source: local data frame [10 x 2] ## ## bowler runs ## (fctr) (dbl) ## 1 Harbhajan Singh 461 ## 2 R Vinay Kumar 435 ## 3 P Kumar 421 ## 4 PP Chawla 410 ## 5 IK Pathan 399 ## 6 SL Malinga 380 ## 7 RP Singh 353 ## 8 JH Kallis 348 ## 9 PP Ojha 333 ## 10 YK Pathan 293 # Best T20 performer against Mumbai Indians is A Mishra a <- teamBowlersVsBatsmenAllOppnAllMatchesRept(mi_Allmatches,theTeam="Mumbai Indians",rank=1) a ## Source: local data frame [24 x 3] ## Groups: bowler [1] ## ## bowler batsman runsConceded ## (fctr) (fctr) (dbl) ## 1 A Mishra KA Pollard 91 ## 2 A Mishra AT Rayudu 71 ## 3 A Mishra SR Tendulkar 55 ## 4 A Mishra RG Sharma 51 ## 5 A Mishra SS Tiwary 26 ## 6 A Mishra AM Rahane 23 ## 7 A Mishra DR Smith 16 ## 8 A Mishra LMP Simmons 16 ## 9 A Mishra JP Duminy 13 ## 10 A Mishra DJ Bravo 11 ## .. ... ... ...
18. Team bowlers versus batsmen report (in T20s against all opposing teams continued)
#Top Royal Challengers Bangalore T20 Indian bowlers against Rajasthan Royals teamBowlersVsBatsmenAllOppnAllMatchesRept(matches=rcb_Allmatches,theTeam="Rajasthan Royals",rank=0) ## Source: local data frame [10 x 2] ## ## bowler runs ## (fctr) (dbl) ## 1 R Vinay Kumar 252 ## 2 Z Khan 134 ## 3 P Kumar 115 ## 4 A Kumble 106 ## 5 S Aravind 101 ## 6 MA Starc 100 ## 7 JH Kallis 96 ## 8 YS Chahal 86 ## 9 HV Patel 69 ## 10 M Kartik 67 #Top Pune Warriors T20 Indian bowlers against Kings XI Punjab teamBowlersVsBatsmenAllOppnAllMatchesRept(pw_Allmatches,"Kings XI Punjab",rank=0) ## Source: local data frame [10 x 2] ## ## bowler runs ## (fctr) (dbl) ## 1 R Sharma 128 ## 2 AB Dinda 93 ## 3 B Kumar 61 ## 4 MN Samuels 50 ## 5 MR Marsh 48 ## 6 JD Ryder 43 ## 7 A Nehra 42 ## 8 BAW Mendis 38 ## 9 LJ Wright 35 ## 10 Yuvraj Singh 32
19. Team bowlers versus batsmen report (in T20s against all opposing teams) plot
This function can only be used for rank > 0 (rank=1,2,3..)
# Top IPL T20 bowler against Chennai Super Kings (This is Harbhajan Singh) df <- teamBowlersVsBatsmenAllOppnAllMatchesRept(csk_Allmatches,theTeam="Chennai Super Kings",rank=1) teamBowlersVsBatsmenAllOppnAllMatchesPlot(df,"Chennai Super Kings","Chennai Super Kings")
# Top IPL T20 Indian bowler versus Delhi Daredevils (R Vinay Kumar) df <- teamBowlersVsBatsmenAllOppnAllMatchesRept(dd_Allmatches,theTeam="Delhi Daredevils",rank=1) teamBowlersVsBatsmenAllOppnAllMatchesPlot(df,"Delhi Daredevils","Delhi Daredevils")
20. Team Bowler Wicket Kind in Twenty20 matches against all opposing IPL teams
# Top opposition IPL T20 bowlers against Chennai Super Kings and the kind of wickets teamBowlingWicketKindAllOppnAllMatches(csk_Allmatches,t1="Chennai Super Kings",t2="All")
# Top opposition IPL T20 bowlers against Royal Challengers Bangalore and the kind of # wickets. Get the data frame. Do not plot m <-teamBowlingWicketKindAllOppnAllMatches(rcb_Allmatches,t1="Royal Challengers Bangalore",t2="All",plot=FALSE) m ## Source: local data frame [34 x 3] ## Groups: bowler [?] ## ## bowler wicketKind m ## (fctr) (chr) (int) ## 1 L Balaji bowled 6 ## 2 L Balaji caught 10 ## 3 L Balaji run out 2 ## 4 JA Morkel bowled 4 ## 5 JA Morkel caught 6 ## 6 JA Morkel lbw 4 ## 7 A Nehra bowled 5 ## 8 A Nehra caught 14 ## 9 A Nehra lbw 1 ## 10 A Nehra run out 1 ## .. ... ... ... # Top opposition IPL T20 bowlers against Delhi Daredevils and the kind of wickets teamBowlingWicketKindAllOppnAllMatches(dd_Allmatches,t1="Delhi Daredevils",t2="All")
21. Team Bowler Wicket Runs in IPL Twenty20 matches against all opposing teams
# Opposition T20 bowlers against Chennai Super Kings and runs conceded teamBowlingWicketRunsAllOppnAllMatches(csk_Allmatches,t1="Chennai Super Kings",t2="All",plot=TRUE)
# Opposition T20 bowlers against Mumbai Indians and runs conceded returned as dataframe m <-teamBowlingWicketRunsAllOppnAllMatches(mi_Allmatches,t1="Mumbai Indians",t2="All",plot=FALSE) m ## Source: local data frame [10 x 3] ## ## bowler runsConceded wickets ## (fctr) (dbl) (dbl) ## 1 DJ Bravo 299 24 ## 2 PP Chawla 348 18 ## 3 A Nehra 296 16 ## 4 DW Steyn 326 16 ## 5 IK Pathan 297 16 ## 6 MM Sharma 293 15 ## 7 R Vinay Kumar 402 15 ## 8 SP Narine 193 14 ## 9 RP Singh 182 13 ## 10 AB Dinda 292 13 # Top T20 Indian bowlers against Kolkata Knight Riders and runs conceded teamBowlingWicketRunsAllOppnAllMatches(kkr_Allmatches,t1="Kolkata Knight Riders",t2="All",plot=TRUE)
22. Team Bowler Wicket Runs in IPL Twenty20 matches against all opposing teams(continued)
#Top opposition IPL T20 bowlers against Sunrisers Hyderabad teamBowlingWicketRunsAllOppnAllMatches(sh_Allmatches,t1="Sunrisers Hyderabad",t2="All",plot=TRUE)
#Top opposition IPL T20 bowlers against Pune Warriorss teamBowlingWicketRunsAllOppnAllMatches(pw_Allmatches,t1="Pune Warriors",t2="All",plot=TRUE)
#Top opposition IPL T20 bowlers against Kings XI Punjab teamBowlingWicketRunsAllOppnAllMatches(kxip_Allmatches,t1="Kings XI Punjab",t2="All",plot=TRUE)
Conclusion
This post included all functions for an IPL team in all IPL T20 matches against all opposing IPL teams. As before the data frames for the IPL T20 matches are already available. You can load the data and begin to use them. If more insights from the dataframe are possible do go ahead. But please do attribute the source to Cricheet (http://cricsheet.org), my package yorkr and my blog. Do give the functions a spin for yourself.
The 4th and final part of the IPL yorkr package’s handling of IPL T20 will follow soon.
Watch this space!
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