sakshamj74 / ipl-analysis Goto Github PK

Analyze fastest centuries by players in innings.

I would like to work on this issue. Can u assign me this

I would like to contribute to it.

Let me work on this

Can I add pull request template to this project to enhance the workflow of the repository?

I would like to create a script for detailed analysis on extra runs by teams as well as individual bowlers.

Might include other top players having highest strike rate.
Plot of player name and it's strike rate.

Plot of teams and runs in first innings

Death overs are the overs b/w 16-20th over.

Do the following tasks:
(1)(a) Batsmen with most runs in death overs in whole IPL.
(1)(b) Batsmen with most runs in death overs batting first in whole IPL.
(1)(c) Batsmen with most runs in death overs batting second in whole IPL.

(2)(a) Batsmen with most runs in death overs in each season.
(2)(b) Batsmen with most runs in death overs batting first in each season.
(2)(c) Batsmen with most runs in death overs batting second in each season.

(3)(a) Batsmen with best StrikeRate in death overs in whole IPL.
(3)(b) Batsmen with best StrikeRate in death overs batting first in whole IPL.
(3)(c) Batsmen with best StrikeRate in death overs batting second in whole IPL.

(4)(a) Batsmen with best StrikeRate in death overs in each season.
(4)(b) Batsmen with best StrikeRate in death overs batting first in each season.
(4)(c) Batsmen with best StrikeRate in death overs batting second in each season.

(5)(a) Bowlers with Most Wickets in death overs in whole IPL.
(5)(b) Bowlers with Most Wickets in death overs bowling first in whole IPL.
(5)(c) Bowlers with Most Wickets in death overs bowling second in whole IPL.

(6)(a) Bowler with most Wickets in death overs in each season.
(6)(b) Bowler with most Wickets in death overs bowling first in each season.
(6)(c) Bowler with most Wickets in death overs bowling second in each season.

(7)(a) Bowlers with Best Economy in death overs in whole IPL.
(7)(b) Bowlers with Best Economy in death overs bowling first in whole IPL.
(7)(c) Bowlers with Best Economy in death overs bowling second in whole IPL.

(8)(a) Bowler with Best Economy in death overs in each season.
(8)(b) Bowler with Best Economy in death overs bowling first in each season.
(8)(c) Bowler with Best Economy in death overs bowling second in each season.

Pick your favorite team and the team you dislike most.
Use "matches.csv" and find who win most matches OR Most Mom awards i OR leading run-scorer OR leading wicket-taker in head to head matches.

Analyse the dataset and tell all the statistics present in this dataset related to victories

I think it is a great feature to add contributors image in README file. It really motivate to contributors. It is dynamically order the contributors.

If you want to this feature on README so I want to do this issue @sakshamj74 Sir !! 😄

Analysing the data, we need to find the biggest victories while defending a score or chasing a score

Analyze "deliveries.csv" to get the Highest run scorer(each season) and show the results using some innovative and easy to understand plots.

This will help not include .vscode files in future commits

Plot of team name and number of times they won by 10 wickets

please do assign it to me,i forget to ask for it earlier

Plot of team name and number of times they had DLS method.
And if you have more idea regarding this, do tell me.

Analyze "deliveries.csv" to get the Top 5 run-getters(all seasons) and show the results using some innovative and easy to understand plots.

Plot of Player Name and number of wides thrown.

Analyse the data and tell the mose expensive bowler

The current Graph shows 100% win for matches won by the team batting first while the data shows a win percentage of 42.8% for the team batting first.

We can analyze that did the team that won the toss in a match also won the match?

Analyze data to get the Highest team score (every season) and plot the result using some innovative and easy to understand plots.

Analyze the performances of some of the best batsmen and show them using some nice plots

Analyzing Hat-tricks in IPL.

I intend on doing a proper EDA
This includes Team analysis,Bowler Analysis,Batsman Analysis,Matches Analysis.
It includes:

1. Team won by Maximum Runs
2. Team won by Maximum wickets
3. Team won by minimum runs
4. Team won by Minimum Wickets
5. Season Which had most number of matches
6. Top Player of the match winners
7. Number of matches in each venue
8. Number of matches played by each team
9. Number of wins per team
10. Champions each season
11. Toss decision
12. Top players of the match
13. Top Umpires
14. Top run scorers in IPL
15. Batsman with most number of boundaries
16. Batsman with most number of sixes
17. Batsman with most number of dot balls
18. Batsman with highest percentage of dot balls
19. Top Bowler-No of Bowls Balled
20. Top Bowlers- No. of Dot balls bowled
21. Bowlers with most extras
22. Most common dismissal types in IPL

Even though these are rather straight forward questions to answer,it is a lot of python code to show it well.Would appreciate if it can be assigned to me and categorised as difficult or intermediate atleast.

I think it is important to have contributing guidelines so that an open-source contributor know how to contribute properly.
Can I work on this?

Analyze data to get the stadium wise analysis of teams preference regarding batting first or second and plot the result using some innovative and easy to understand plots.

Export graphs to a directory ./graphs rather than saving it in ./screenshots like now, so that all figures henceforth can be collected at a single place.

I plan on implementing using savefig() starting on the first graph of Deliveries.ipynb, i.e. Top 10 wicket tackers in the History of IPL

Analyze "deliveries.csv" to get top all-rounders in IPL history based on wickets taken and runs scored and visualize the results.

Plot of bowler name and number of no-balls thrown.

Analyze data to get the most popular umpire(overall) and plot the result using some innovative and easy to understand plots.

Analyzing most sixers by innings in IPL.

Actually, I have a very little experience regarding this. But I would like to give more ideas for the analysis.

Can I make issue templates to enhance the workflow of the repository?

Assign to me, I would like to work on this

Plot of the player name and total times he won the Player of The Match title

Analyzing most sixers by any player in IPL.

The project is currently missing the Code of Conduct file which is important for the open-source project
@sakshamj74 can I work on it

Stadium wise analysis plotting the percentage of winning of batting first and batting second in each stadium

Analyze "deliveries.csv" to get the top wicket-takers in IPL History and show the results using some innovative and easy to understand plots.

Analyze fastest fifties by players in innings.

Plot of Team Name and it's run rate.

Describe the bug
The path to matches.csv in the second cell of Matches.ipynb is ./IPL-Analysis/Ipl Data/matches.csv. Relative path from Ipl Data/matches.csv is used in other files.

To Reproduce
Steps to reproduce the behaviour:

1. Run the second cell of Matches.ipynb while IPL-Analysis directory.

Expected behaviour
The data is read successfully.

Actual behaviour
File not found error.