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Format_IPL_Analysis.txt
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Format_IPL_Analysis.txt
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Format of IPL Analysis
Problem statement - Figure out why a team performs so good and other perform so bad?
Make a team that is
1. Most economical
2. Least economical
Perform PCA and check if the data is Gaussian
Basic Data
1. Team Names
2. Total Matches Played
3. Cities
4. Venues
5. List of Umpires
6. Man of the match
Players stats
Batsman
1. Player_match_experience (Done)
2. strike rate (Done)
3. average (Done)
4. fours (Done)
5. sixes (Done)
6. Strike_Rate (Done)
7. hundreds (Done)
8. fifties (Done)
10. matches (Already add number 1)
11. highest (Done)
12. O/No
13. innings
14. Teams Played (Done)
15. Highest Partnership
16. Best Against
17. Worst Against
18. Player of the match (Done)
19. Dismissal by run out (Done)
Bowlers
16. Wickets (Done)
17. Overs Bowled
18. Maiden
19. Runs_conceded (Done)
20. 5 Wickets (Done)
21. Economy (Done)
22. Best Against
23. Worst Against
24. wide (Done)
25. Bye runs (Done)
26.
27. No ball runs (Done)
28. penalty runs(Done)
29. Total extra runs (Done)
30. Dismissal by catch (Done)
31. Dismissal by bowled (Done)
31. Dismissal by lbw (Done)
32. Dismissal by caught and bowled (Done)
For each player
1. years played year by year
Team stats
Venue Stats
1. Average Runs scored each season
2. Average Runs scored each season playing first
3. Average Runs scored each season playing second
4. Win % batting first
5. Win % fielding first
6.
Average is per year or overall