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params.txt
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params.txt
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1. finding similar players - knn
2. topping the charts -
3. 1v1 player comparison
4. player analysis
2. topping the charts
show seperate tables of the required parameters (use streamlit table)
sub heading - {parameter}
have to create sub_df for each parameters using a for loop and print it
{ Sno,Name,stat,team}
3.1v1 player comparison
find required parameters for each position,create a sub_df for each position,plot the 1v1 graphs
4. single player analysis
radar plot(attacking, passing, defending stats),
topping charts
1v1 player comparison (arpith/nanda)
single player analysis (arpith/nanda) (last half- aashish)
finding similar players(knn) - aashish
parameters to compare
1.topping charts(all season stat)
games played, minutes played, goals, assists, yellow cards, red cards, xg, xga,total shots taken,shots on target%, goals per shot on target, passes completed,pass percentage, long balls, passes into final third, progressive passes,crosses, shot creating actions, goal creating actions,tackles , interceptions, interceptions + tackles,clearance,dribbles completed,dribbles completed percentage,offside,aerial duels won, aerial dues won %
2.1v1 player comparison
radar plot :
fwdparam - gp90,ap90,xgp90,xgap90,shots on target,goals per shot on target,shotsp90,dribbles completed p90, goal creating actions p90
midparam - ap90,xgap90, pass completedp90,pass percentage, long ballsp90, passes into final thirdp90, progressive passesp90, shot creating actionsp90, tackles+ interceptions
cbparam- passes completedp90, long balls, progressive passesp90,tackles, clearance, aerial duels won%,
fbparam - passes completedp90, long balls, progressive passesp90,tackles, clearance, aerial duels won%, crossesp90
3.single player analysis
fwd:
radar plot :
gp90,ap90,xgp90,xgap90,shots on target,goals per shot on target,shotsp90,dribbles completed p90, goal creating actions p90
Heat map : shot data with xg
mid - ap90,xgap90, pass completedp90,pass percentage, long ballsp90, passes into final thirdp90, progressive passesp90, shot creating actionsp90, tackles+ interceptions
cb- passes completedp90, long balls, progressive passesp90,tackles, clearance, aerial duels won%,
fb- passes completedp90, long balls, progressive passesp90,tackles, clearance, aerial duels won%, crossesp90
Scatter plot :
sep- end