Ipl_predictions2020
OpenML dataset with id 43700
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/22102525/Ipl_predictions2020.arff
Upload date: 24 March 2022
Dataset Characteristics
Number of features: 18 (numeric: 5, symbolic: 0 and in total binary: 0 )
Number of instances: 756
Number of instances with missing values: 638
Number of missing values: 656
Context
Indian Premier League (IPL) is a Twenty20 cricket format league in India. It is usually played in April and May every year. As of 2019, the title sponsor of the game is Vivo. The league was founded by Board of Control for Cricket India (BCCI) in 2008.
Content
Data till Season 11 (2008 - 2019)
matches.csv - Match by match data
Acknowledgements
Data source from 2008-2017 - CricSheet.org and Manas - Kaggle
Data source for 2018-2019 - IPL T20 - Official website
Inspiration
Draw analysis, player/team performance, apply and learn statistical methods on real data
Kernels
-Statistics
Summarizing quantitative data (mean, median, std. deviation, percentile, box plots etc.)
Distributions - Cumulative relative frequency, Normal distribution, PDF, Z-score, empirical rule, binomial distribution, Bernoulli distribution
Bivariate data - Scatter plot, Correlation, Covariance, Least square regression, R-Squared, Root mean square error
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