Datasets By Topic

 

2022 Divison III Women’s Soccer Results

Correlation
Chi-square test for association
Division III women’s soccer teams game results from 2022 season

Hope Donoghue, Robin Lock

 

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

 

2023 Miami Grand Prix Lap Data

summary statistics
histogram analysis
data interpretation
Use Minitab or other statistical software to gather summary statistics about the 2023 F1 Miami GP a
Mar 7, 2024
Norah Kuduk

 

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

 

Beijing 2022 Winter Olympics Data

Data Cleaning
Summarization
Merging
These datasets contain both athlete information and medal winner information from the Beijing 2022 Olympic Winter Games.
Feb 28, 2024
Eric Seltzer

 

FINA World Junior Championships 2022 Diving Data

ANOVA for difference in means
Pairwise Comparisons
Fisher’s LSD
Tukey’s HSD
Preliminary diving results of womens 16-18 1m springboard from the 2022 FINA World Junior Championships.
Feb 29, 2024
Emma Deering

 

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

 

NBA RAPM Datasets

regularization
ridge regression
hierarchical models
Datasets to build regularized adjusted plus-minus (RAPM) models for NBA players during the 2022-2023 regular season
Mar 6, 2024
Ron Yurko

 

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

 

NHL Team Statistics

linear regression
correlation
Team-level statistics from the 2022-2023 NHL season
Dec 15, 2023
Taylor Lum, 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

 

Professional Bull Riding Analysis

Linear Regression
Summary Statistics
Influential Points
Hypothesis Testing
Investigating a collection of professional bull riders and their statistics from 2023 season for the Touring Pro Division of the Professional Bull Riding League.
Mar 6, 2024
Matt Maslow

 

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

 

Synergistic Interactions in League of Legends

Chi-Squared
Predictor Categories
Relationship
This module focuses on examining the synergistic relationships between champions in the AD Carry and Support roles within the popular video game, League of Legends. Through Chi-Squared analysis, we will assess potential interactions among the top five most-selected champions in these positions to determine if any statistically significant relationships exist.
Feb 29, 2024
George Charalambous

 

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

 

UFC Striking Statistics

Normal Distribution
Quantiles
Proportions
UFC fighter data containing information about height, weight, striking, reach, stance, and takedowns. Since the striking accuracy distribution is approximately normal, we will look at proportions and percentiles of fighters with “good” and “bad” percentages.
Mar 1, 2023
Brendan Karadenes

 

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 Alpine Skiing World Cup GS Statistics

Paired data
Difference in means
Correlation
Statistics from a two-run women’s World Cup Giant Slalom race at Mont-Tremblant
Mar 14, 2024
Emilia Agostinelli

 

Women’s National Baskeball Assosiation game statistics

Data cleaning
Missing Data
Tables
Logistic Regression
This data set contains team game statistics for 16 WNBA teams and for 20 seasons.
Dec 15, 2023
Kristen Varin

 

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

 

World Cup Women’s 10k Classic Nordic Ski Race

anova for difference in means
linear regression analysis
correlation
checking conditions for simple linear regression
The times and ranks of skiers taken at four different distance points (1.3, 4.3, 7.5, and 10k) in a 10k classic race in Trondheim, Norway.
Feb 29, 2024
Abigail Smith
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