Python for Data Science: Session One

Session Content

Teaching Session Content

• Reading/writing data from/to files
• Exploring the structure and contents of a dataset
• Subsetting and filtering
• Mutating and summarising datasets

Project Session Content

• Grouped summaries
• Using Excel data
• Multi-indexes

Recommended Reading and Resources

• Pandas API Reference
• Pandas User Guide
• Pandas IO Tools
• Pandas Data Structures

Session Resources

Teaching Session

• Questions
• Solutions
• Wine Dataset

Project Session

Social Sciences

• Questions
• Solutions
• COVIDiSTRESS
• Country Mapping

Economics

• Questions

Mathematics and Statistics

• Questions
• Data

Chemistry and Biology

• Questions