9. Data Analysis with pandas
Examples (14)
- E9.1Replacing NaN and infinite values in pandas
- E9.2loc and iloc in pandas
- E9.3Data analysis: female literacy in India
- E9.4Retrieving ionization energies from a pandas DataFrame
- E9.5Using converter functions to read data files to pandas DataFrames
- E9.6Writing a comma-separated file from a pandas DataFrame
- E9.7Reading an Excel sheet into a pandas DataFrame
- E9.8Writing a pandas DataFrame to an Excel file
- E9.9A simple webscraping script with pandas
- E9.10Resampling a DataFrame to plot statistics of a river gauge
- E9.11Millikan's oil-drop experiment
- E9.12Split–Apply–Combine
- E9.13Analysing the history of nuclear explosions with pandas
- E9.14Analysing the history of volcanic eruptions with pandas
Problems (13)
- P9.2.1Antarctic ozone depletion
- P9.2.2The Oddo–Harkins rule
- P9.2.3The Hertzsprung–Russell diagram
- P9.2.4London Underground usage statistics
- P9.2.5The line spectrum of carbon dioxide
- P9.3.1Tuberculosis rates by state in the USA
- P9.3.2Tuberculosis rates per head by state in the USA
- P9.4.1Coloured Hertzsprung-Russell diagram
- P9.4.2Millikan's oil-drop experiment
- P9.4.3Analysing the weather in Cambridge, UK
- P9.4.4Investments over 10 years
- P9.5.1Analysing PISA data
- P9.5.2Analysing Formula One data