Baselight

IPL2020 Players Dataset

predict perfect11 using EDA and ML

@kaggle.daredevil2404_ipl2020_players_dataset

Allrounders
@kaggle.daredevil2404_ipl2020_players_dataset.allrounders

  • 20.08 KB
  • 48 rows
  • 24 columns
team

Team

name_of_player

Name Of Player

country

Country

style

Style

role

Role

matches

Matches

inn_bat

Inn Bat

inn_bowld

Inn Bowld

runs_scored

Runs Scored

highest_score

Highest Score

bat_avg

Bat Avg

bat_sr

Bat SR

n_100s

100s

n_50s

50s

n_4s

4s

n_6s

6s

balls_bowld

Balls Bowld

runs_given

Runs Given

wickets

Wickets

bbm

BBM

eco

Eco

bowl_avg

Bowl Avg

ball_sr

Ball SR

n_5w

5w

CSKWatson ShaneAustraliaRight-Arm Fast-MediumBatting-Allrounder134130105357511731.09139.5441934317720292682924/297.9329.1522.05
CSKHarbhajan SinghIndiaRight-Arm OffSpinnerBowling-Allrounder160881578296415.07138.1717942337439671505/187.0526.4522.491
CSKJadeja RavindraIndiaLeft-Arm OrthodoxBowling-Allrounder17012814219274824.09122.6613565249531521085/167.5829.1923.11
CSKChawala PiyushIndiaRight-Arm LegSpinnerBowling-Allrounder157811565842411.92111.455418312440721504/177.8227.1520.83
CSKSantner MitchellNew ZealandLeft-Arm OrthodoxBowling-Allrounder424322232139.133849442/136.7123.521
CSKBravo DJWest IndiesRight-Arm Fast-MediumBatting-Allrounder13410213114837023.17128.29511761258536181474/228.424.6117.59
CSKSam CurranEnglandLeft-Arm Fast-MediumBowling-Allrounder989955523.75172.731133198323104/119.7932.319.8
DCMarcus StoinisAustraliaRight-Arm Fast-MediumBatting-Allrounder2925244735231.53129.9513418367569154/159.337.9324.47
DCRavichandran AShwinIndiaRight-Arm OffSpinnerBowling-Allrounder129521263754510.71110.623210292433091254/346.7926.4723.39
DCKeemo PaulWest IndiesRight-Arm Fast-MediumBowling-Allrounder8681873.6751116323793/178.7226.3318.11

CREATE TABLE allrounders (
  "team" VARCHAR,
  "name_of_player" VARCHAR,
  "country" VARCHAR,
  "style" VARCHAR,
  "role" VARCHAR,
  "matches" BIGINT,
  "inn_bat" BIGINT,
  "inn_bowld" BIGINT,
  "runs_scored" BIGINT,
  "highest_score" BIGINT,
  "bat_avg" DOUBLE,
  "bat_sr" DOUBLE,
  "n_100s" BIGINT,
  "n_50s" BIGINT,
  "n_4s" BIGINT,
  "n_6s" BIGINT,
  "balls_bowld" BIGINT,
  "runs_given" BIGINT,
  "wickets" BIGINT,
  "bbm" VARCHAR,
  "eco" DOUBLE,
  "bowl_avg" DOUBLE,
  "ball_sr" DOUBLE,
  "n_5w" BIGINT
);

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