User’s Guide Getting Started Working with Data Frames Importing and Exporting Data (I/O) Database-Style Joins The Split-Apply-Combine Strategy Reshaping and Pivoting Data Sorting Categorical Data Missing Data Data manipulation frameworks Comparisons