Learning Scientific Programming with Python (2nd edition)

Examples

• E9.1: Replacing NaN and infinite values in pandas
• E9.2: loc and iloc in pandas
• E9.3: Data analysis: female literacy in India
• E9.4: Retrieving ionization energies from a pandas DataFrame
• E9.5: Using converter functions to read data files to pandas DataFrames
• E9.6: Writing a comma-separated file from a pandas DataFrame
• E9.7: Reading an Excel sheet into a pandas DataFrame
• E9.8: Writing a pandas DataFrame to an Excel file
• E9.9: A simple webscraping script with pandas
• E9.10: Resampling a DataFrame to plot statistics of a river gauge
• E9.11: Millikan's oil-drop experiment
• E9.12: Split–Apply–Combine
• E9.13: Analysing the history of nuclear explosions with pandas
• E9.14: Analysing the history of volcanic eruptions with pandas