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cricketr

This R package can be used to analyze performances of cricketers based on stats from ESPN Cricinfo.

The package be installed directly from CRAN as install.packages("cricketr")

or from Github as follows library(devtools) install_github("tvganesh/cricketr") library(cricketr)

Details of this package can be read from my blog Giga thoughts in Introducing cricketr: A R package for analyzing performances of cricketer

Also see my other posts in R and cricket

  1. A peek into literacy in India: Statistical Learning with R
  2. A crime map of India in R – Crimes against women
  3. Analyzing cricket’s batting legends – Through the mirage with R
  4. Masters of Spin: Unraveling the web with R
  5. Mirror, mirror … the best batsman of them all?
  6. Informed choices through Machine Learning - Analyzing Kohli, Tendulkar and Dravid
  7. Informed choices through Machine Learning-2: Pitting together Kumble, Kapil, Chandra

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Version

Install

install.packages('cricketr')

Monthly Downloads

275

Version

0.0.23

License

MIT + file LICENSE

Issues

4

Pull Requests

0

Stars

62

Forks

48

Maintainer

Tinniam Ganesh

Last Published

March 28th, 2020

Functions in cricketr (0.0.23)

batsmanPerfBoxHist

Make a boxplot and a histogram of the runs scored by the batsman
batsmanPerfForecast

Forecast the batting performance based on past performances using Holt-Winters forecasting
bowlerContributionWonLost

Display the bowler's contribution in matches that were won and those that were lost
bowlerAvgWktsOpposition

This function computes and plot the average wickets against different oppositon
bowlerCumulativeAvgWickets

Bowler's cumulative average wickets
bowlerCumulativeAvgEconRate

Bowler's cumulative average economy rate
ashwin1

Data set for Ravichander Ashwin
batsmanMovingAverage

Calculate and plot the Moving Average of the batsman in his career
batsmanMeanStrikeRate

Calculate and plot the Mean Strike Rate of the batsman on total runs scored
bowlerEconRate

Compute and plot the Mean Economy Rate versus wickets taken
bowlerHistWickets

Plot a histogram of Wicket percentages versus wickets taken
batsmanCumulativeStrikeRate

Batsman's cumulative average strike rate
bowlerPerfHomeAway

This function analyses the performance of the bowler at home and overseas
bowlerWktRateTT

Compute and plot the Mean number of deliveries versus wickets taken
batsmanPerfHomeAway

This function analyses the performance of the batsman at home and overseas
batsmanRunsFreqPerf

Calculate and run frequencies in ranges of 10 runs and plot versus Runs the performance of the batsman
getPlayerDataHA

Return the CSV file and a dataframe of a player's matches along with home/away column
bowlerWktsFreqPercent

Plot the Wickets Frequency as a percentage against wickets taken
bowlerWktsRunsPlot

Compute and plot the runs conceded versus the wickets taken
batsmanRunsLikelihood

This function uses K-Means to determine the likelihood of the batsman to get runs
batsmanRunsPredict

Predict the runs for the batsman given the Balls Faced and Minutes in crease
getPlayerData

Get the player data from ESPN Cricinfo based on specific inputs and store in a file in a given directory
batsmanContributionWonLost

Disply the batsman's contribution in matches that were won and those that were lost
clean

Create a batsman data frame given the batsman's CSV file
kohli1

Data set for Virat Kohli
kumble

Data set for Anil Kumble
batsmanRunsRanges

Compute and plot a histogram of the runs scored in ranges of 10
batsmanCumulativeAverageRuns

Batsman's cumulative average runs
batsmanScoringRateODTT

Compute and plot the predicted scoring rate for a One day batsman or Twenty20
devilliers

Data set for AB Devilliers
bowlerPerfForecast

Forecast the bowler performance based on past performances using Holt-Winters forecasting
bowlerMovingAverage

Compute and plot the moving average of the wickets taken for a bowler
cleanTeamData

Clean the team data for Test, ODI and T20
getTeamData

Get the data for a team in a match type viz.for Test, ODI and T20
ganguly

Data set for Sourav Ganguly
cricketr-package

cricketr This package analyzes the performances of cricketers using ESPN Cricinfo Statsguru data. The analysis can be done for Test, ODI and Twenty20 cricket for both batsman & bowlers
getTeamDataHomeAway

Get the data for a team in a match type viz.for Test, ODI and T20 with the home/overseas/neutral
getTeamNumber

Get the number of the Team
cleanBowlerData

Clean the bowlers data frame
percentWkts

Calculate the percentage of wickets taken by bowler
kumble1

Data set for Anil Kumble
kumblesp

Data set for Anil Kumble
batsmanDismissals

Display a 3D Pie Chart of the dismissals of the batsman
kohli

Data set for Virat Kohli
relativeBowlingPerf

Plot the relative performances of bowlers
relativeRunsFreqPerf

Calculate and compute the relative run frequencies of a list of cricketers
plotTimelineofWinsLosses

Plot the time line of wins/losses/draw/tied etc for a Team in Test, ODI or T20
malinga

Data set for Lasith Malinga
tendulkarsp

Data set for Sachin Tendulkar
getPlayerDataSp

Get the player data along with venue and
getPlayerDataTT

Get the Twenty20 International player data from ESPN Cricinfo based on specific inputs and store in a file in a given directory~
warne

Data set for Shane Warne
relativeBowlerCumulativeAvgEconRate

Relative Bowler's cumulative average economy rate
maxwell

Data set for Glenn Maxwell
malinga1

Data set for Lasith Malinga
relativeBowlerCumulativeAvgWickets

Relative bowlers cumulative average wickets
sehwag

Data set for Virendar Sehwag
battingPerf3d

Make a 3D scatter plot of the Runs scored versus the Balls Faced and Minutes at Crease.
sehwag1

Data set for Virendar Sehwag
percentRuns

Calculate the percent runs in each run range
narine

Data set for Sunil Narine
bowlerAvgWktsGround

This function computes and plot the average wickets in different ground
checkBatsmanInForm

Check whether the batsman is In-Form or Out-Of-Form by looking at his last 10 percent scores
mendis

Data set for Ajantha Mendis
relativeBowlingERODTT

Compute and plot the relative mean Economy Rate(ER) of the bowlers for ODI or Twenty20
relativeBowlingER

Compute and plot the relative mean Economy Rate(ER) of the bowlers
teamWinLossStatusAtGrounds

Compute the wins/losses/draw/tied etc for a Team in Test, ODI or T20 at venues
relativeBatsmanSR

Calculate and plot the relative Mean Strike Rate (SR) for each batsman
steyn

Data set for Dale Steyn
checkBowlerInForm

Check whether the bowler is In-Form or Out-Of-Form by looking at his last 10 percent scores
relativeBatsmanSRODTT

Calculate and plot the relative Mean Strike Rate (SR) for each batsman for ODI or Twenty20 batsmen
gayle

Data set for Chris Gayle
tendulkar1

Data set for Sachin Tendulkar
relativeRunsFreqPerfODTT

Calculate and compute the relative run frequencies of a list of cricketers
tendulkar2

Data set for Sachin Tendulkar
relativeWktRateTT

Compute and plot the relative Mean Wicket Rate of the bowlers in Twenty20 International
getMatchType

Get the number of the match type viz.for Test, ODI and T20
getPlayerDataOppnHA

Return a filtered CSV file for a player against specified opposition, at home/away venues during an interval
relativeBatsmanCumulativeAvgRuns

Relative batsman's cumulative average runs
getPlayerDataOD

Get the One day player data from ESPN Cricinfo based on specific inputs and store in a file in a given directory
murali

Data set for Muthiah Muralitharan
relativeBatsmanCumulativeStrikeRate

Relative batsmen cumulative average strike rate
mitchell

Data set for Mitchell Johnson
teamWinLossStatusVsOpposition

Compute the wins/losses/draw/tied etc for a Team in Test, ODI or T20 against opposition
sehwag2

Data set for Virendar Sehwag
tendulkar

Data set for Sachin Tendulkar
southee

Data set for Tim Southee
batsman6s

Plot the run range against the number of 6s
batsman4s

Plot the numbers of 4s against the runs scored by batsman
ER

Calculate the mean Economy Rate
batsman4s6s

Compute and plot a stacked barplot of runs,4s and 6s
WR

This function caculates the wicket rate vs mean number of deliveries
batsmanAvgRunsGround

This function computes and plots the Average runs scored in the different grounds played by batsman
batsmanAvgRunsOpposition

This function computes and plots the Average runs against different opposition played by batsman
ashwin

Data set for Ravichandran Ashwin
badree

Data set for Samuel Badree