Working with datasets

• Storing and retrieving data
  • Native Python objects
  • Pandas DataFrames, Series
  • External Sources
  • Accessing DBMS via SQL
  • Storing and retrieving files
• Filtering Data
  • Query filtering
• Large, Out of Core-sized DataFrames
  • Introduction
  • Selection
  • Filtering data
  • Ordering operations
  • Aggregation
  • Aggregation Framework
  • Debugging