Basketball
These modules use basketball data to teach topics in statistics and data science.
NBA Wingspan & Performance
Webscraping
Data Visualization
Data Wrangling
Joining / Merging
Sampling Distributions: Shai Gilgeous-Alexander 2024-25 Points
Sampling Distributions
Simulation
Central Limit Theorem
Do NBA Draft Picks Matter? Wrangling and Analyzing Player Minutes
ANOVA
Post Hoc Comparisons
Data Visualization
Data Wrangling
Tidyverse
Do NBA Draft Picks Matter? Exploring Player Minutes with ANOVA
ANOVA
Hypothesis Testing
Confidence Intervals
Summary Statistics
Data Visualization
What Can Box Scores Tell Us? Exploring WNBA Player Stats
Data Wrangling
Missing Data
Frequency Tables
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