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Cricket Data Analysis

Objective

We aim to identify the best 11 cricket players in the world who:

  • Can score at least 180 runs on average.
  • Can defend 150 runs on average.

Selection Parameters

Openers

Parameter Description Criteria
Batting Average Average runs scored per innings > 30
Strike Rate Runs scored per 100 balls > 140
Innings Batted Total innings played > 3
Boundary % Percentage of runs in boundaries > 50
Batting Position Order in the batting lineup < 4

Anchors / Middle Order

Parameter Description Criteria
Batting Average Average runs scored per innings > 40
Strike Rate Runs scored per 100 balls > 125
Innings Batted Total innings played > 3
Avg. Balls Faced Average balls faced per innings > 20
Batting Position Order in the batting lineup > 2

Finisher / Lower Order Anchor

Parameter Description Criteria
Batting Average Average runs scored per innings > 25
Strike Rate Runs scored per 100 balls > 130
Innings Batted Total innings played > 3
Avg. Balls Faced Average balls faced per innings > 12
Batting Position Order in the batting lineup > 4
Innings Bowled Total innings bowled > 1

All-Rounders / Lower Order

Parameter Description Criteria
Batting Average Average runs scored per innings > 15
Strike Rate Runs scored per 100 balls > 140
Innings Batted Total innings played > 2
Batting Position Order in the batting lineup > 4
Innings Bowled Total innings bowled > 2
Bowling Economy Runs allowed per over < 7
Bowling Strike Rate Balls required to take a wicket < 20

Specialist Fast Bowlers

Parameter Description Criteria
Innings Bowled Total innings bowled > 4
Bowling Economy Runs allowed per over < 7
Bowling Strike Rate Balls required to take a wicket < 16
Bowling Style Type of bowling %Fast%
Bowling Average Runs allowed per wicket < 20
Dot Ball % Percentage of dot balls bowled > 40

Usage

Evaluate players using these parameters to select a balanced team. Ensure the collective performance aligns with the scoring and defending benchmarks.