Choosy: Billboard Hot 100 Wrangling Demo
calcore
July 24, 2026
This interactive data wrangling resource features a curated Billboard Hot 100 dataset along with guided workflows demonstrating how to filter, sort, and slice large, case-heavy data to fit specific lesson objectives. It helps educators learn and teach data wrangling techniques by focusing on sub-selections of music charts.
Intended Audience & Use Case: Designed for K-12 and undergraduate statistics and data science educators, as well as curriculum designers. It serves as an instructional guide or reference template for preparing large, noisy datasets for classroom use.