More and more Americans are moving to the South and West
Millions have moved to southern and western states like Arizona, Texas and Georgia in recent years. Here is a look at why combining narrative and data.
Visualizing Billboard's Year-End Top 100, 2004 to now
Scraping, analyzing and mapping trends in the top 100 year-end songs on the Billboard Hot 100 since 2004.