The analysis of regional gas price variations involves examining various regions and cities across the U.S. The data includes specific columns for East Coast, New England, Central Atlantic, Lower Atlantic, Boston, Chicago, Denver, Los Angeles, and San Francisco. A line plot was created to visualize the weekly regular reformulated retail gasoline prices in these regions over time.