Datasets By Topic

 

2023 Boston Marathon runners

Summary statistics
Outliers
z-scores

The data set looks at the 2023 Boston Marathon results.
Jun 27, 2023
Jack Fay, A.J. Dykstra, and Ivan Ramler

 

Australian Open Tennis (2008-2022)

proportions
two-way tables

Results from matches at the Men’s Australian Open Tennis Tournament between 2008 and 2022.
Aug 3, 2023
Trent Meyer, Robin Lock

 

Batting Statistics for Division I Softball

merging
joining
data wrangling

These data sets contain batting statistics for Division I softball in the 2021 and 2022 seasons.
May 23, 2023
Sarah Weaver and Ivan Ramler

 

Justin Verlander Pitches

categorical data
chi-squared test

Information about pitches thrown by Justin Verlander in the 2019 and 2022 MLB seasons
Mar 18, 2023
Ron Yurko

 

Lacrosse PLL vs. NLL

Difference in means hypothesis tests
Difference in means confidence intervals

The data set looks at both lacrosse leagues, their respective teams, and their shot and goal amounts.
Jun 22, 2023
AJ Dykstra, Jack Cowan, and Ivan Ramler

 

Lake Placid Women’s Ironman Triathlon

Histograms
Scatter Plots
Correlation
Linear Regression

The data set looks at female participatants in the triathlon Ironman.
Jun 17, 2023
Michael Schuckers, Matthew Abel, and A.J. Dykstra

 

League of Legends - Buffing and Nerfing

outlier detection
five number summary
z-scores

Game play statistics for League of Legends champions in two different patches. Can detecting outliers indicate champions that should be enhanced (buffed) or scaled back (nerfed)?
Jul 1, 2023
George Charalambous, Ivan Ramler, and A.J. Dykstra

 

NASCAR Data Description

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

NASCAR Driver Ratings and statistics from 2007-2022
Jul 6, 2023
Alyssa Bigness, Jack Fay, and Ivan Ramler

 

NFL Draft Combine

Exploratory Data Analysis
Linear regression

NFL Scouting Combine Event scores from 2004 - 2023
Aug 3, 2023
Shane Hauk, Michael Schuckers, Robin Lock

 

NHL Team Power Play Perfomance in 2022-2023

exploratory data Analysis

Measures for National Hockey League teams from all 5 on 4 power plays in the 2022-2023 season.
Jul 27, 2023
Abby Hustler, Robin Lock

 

National Basketball Association Player Statistics

clustering
principal component analysis

NBA player statistics from the 2021-2022 regular season
Mar 25, 2023
Ron Yurko

 

National Football League Team Statistics

linear regression
principal component analysis
missing data
variable selection
regularization

NFL team statistics from 1999 to 2022
May 24, 2023
Ron Yurko

 

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
Mar 23, 2023
Ron Yurko

 

National Women’s Soccer League Team Statistics

linear regression
principal component analysis

NWSL team statistics from 2016 to 2022
Mar 18, 2023
Ron Yurko

 

Premier Hockey Federation Shots

categorical data
chi-squared test
logistic regression

Information about shots during the 2021-2022 PHF season
Mar 23, 2023
Ron Yurko

 

Soccer Heights

ANOVA for means
Pairwise comparisons

Heights for a sample of 100 soccer players by position
Aug 3, 2023
Roderick Mpofu, Robin Lock

 

Statistics of PGA Tournaments During the 2022 Season

correlation
linear regression

Measures of Putting, Driving, and Success for individual golfers in 19 professional tournaments in 2022
May 19, 2023
Alysssa Bigness

 

Sumo wrestler characteristics

data wrangling
data visualization

Sumo wrestling data 1957-2023.
Jun 29, 2023
Jack Fay, A.J. Dykstra, and Ivan Ramler

 

Team Statistics for Division I Women’s Volleyball

multicollinearity
multiple linear regression
correlations
summary statistics

These data sets contain team statistics for Division I women’s volleyball in the 2022 and 2023 seasons.
Jul 24, 2023
Jack Fay, A.J. Dykstra, and Ivan Ramler

 

Team statistics for NCAA Division 1 Men’s and Women’s Lacrosse

correlation
indicator variables
linear regression
side-by-side boxplots

These data sets contain team statistics for NCAA Division I women’s and men’s lacrosse in the 2022 and 2023 seasons.
Jul 24, 2023
Jack Fay, A.J. Dykstra, and Ivan Ramler

 

WTA Grand Slam Matches

logistic regression
data wrangling
categorical data
chi-squared test
clustering

WTA Grand Slam Matches from 2018 to 2022
May 24, 2023
Ron Yurko

 

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
Mar 25, 2023
Ron Yurko
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