Datasets for Coding and Statistics Practice

• 6/21/2024

Datasets Built into R Packages

• Starwars: https://github.com/tidyverse/dplyr/blob/main/data-raw/starwars.csv
• Cars: https://github.com/tidyverse/ggplot2/blob/main/data-raw/mpg.csv
• Diamonds: https://github.com/tidyverse/ggplot2/blob/main/data-raw/diamonds.csv
• Geocodes: https://github.com/tidyverse/ggplot2/blob/main/data-raw/seals.csv
• Economics: https://github.com/tidyverse/ggplot2/blob/main/data-raw/economics.csv
• Midwest towns: https://github.com/tidyverse/ggplot2/blob/main/data-raw/midwest.csv
• Housing info: https://github.com/tidyverse/ggplot2/blob/main/data-raw/tx-housing.csv
• US Presidents: https://github.com/tidyverse/ggplot2/blob/main/data-raw/presidential.csv

UCI Machine Learning Repository

• Index: https://archive.ics.uci.edu/ml/index.php
• Flowers: https://archive.ics.uci.edu/ml/datasets/Iris
• Dry Beans: https://archive.ics.uci.edu/ml/datasets/Dry+Bean+Dataset
• Wine: https://archive.ics.uci.edu/ml/datasets/Wine

U.S. Federal Datasets

• NOAA Storm Events Database: https://www.ncdc.noaa.gov/stormevents/
• Bureau of Labor Statistics: https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm

Kaggle Datasets

• https://www.kaggle.com/datasets
• Students Exam Scores: Extended Dataset - https://www.kaggle.com/datasets/desalegngeb/students-exam-scores
• LearnPlatform COVID-19 Impact on Digital Learning - https://www.kaggle.com/competitions/learnplatform-covid19-impact-on-digital-learning/data
• Country Statistics - UNData: https://www.kaggle.com/datasets/sudalairajkumar/undata-country-profiles
• World Universities Rankings Advanced Analysis - https://www.kaggle.com/code/gpreda/world-university-rankings-advanced-analysis/report

Published Research Datasets

• SAGE: https://methods.sagepub.com/datasets/discipline

Other Datasets

• Florida School Accountability Reports: https://www.fldoe.org/accountability/accountability-reporting/school-grades/
• Open University Learning Analytics dataset: https://analyse.kmi.open.ac.uk/open_dataset
• Common Data Set Initiative: https://commondataset.org/
• OpenIntro datasets: https://www.openintro.org/data/
• Data Science in Education Using R book datasets and practice: https://data-edu.github.io/dataedu/