• Load and save CSV files
• Left join
• describe() to check the DataFrame
• select() to select, drop, move, and rename columns
• How to apply functions to columns and how to create new columns
• groupby() and grouped summary statistics
• Pivot tables with ustack()
• chain macro so simplify workflow
• Visualizations

... and more!