Datasets By Topic

NASCAR Data Description

data visualization
data wrangling
linear regression
transformations in regression
model assumptions
model building

NASCAR Driver Ratings and statistics from 2007-2022

National Football League Team Statistics

linear regression
principal component analysis
missing data
variable selection
regularization

NFL team statistics from 1999 to 2022

National Hockey League Shots

classification
logistic regression
generalized additive models
multinomial logistic regression
naive bayes classifier
density estimation

Information about shots during the 2021-2022 NHL season

WTA Grand Slam Matches

logistic regression
data wrangling
categorical data
chi-squared test
clustering

WTA Grand Slam Matches from 2018 to 2022

Women’s National Basketball Association Shots

classification
logistic regression
generalized additive models
multinomial logistic regression
naive bayes classifier
density estimation

Information about shots during the 2021-2022 WNBA season

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