High-Level Data Management with Pandas

The Pandas Python package makes NumPy’s efficient computing capabilities more accessible for data science purposes and adds functionality for complex data types like timestamps, time periods and categories. Pandas provides powerful data structures and functions for managing, transforming and analyzing data.

• Series
• Data Frames
• Advanced Indexing
• Dates and Times
• Categorical Data
• Restructuring Data
• Performance Issues

Related exercises:

• Pandas Basics

• Pandas Indexing

• Advanced Pandas

• Pandas Vectorization

Related projects:

• Public Transport

  • Get Data and Set Up the Environment

  • Find Connections

• Corona Deaths

• Weather

  • Climate Change