Setting up your API key | Querying data from the WPP API | Working with data from the WPP API

Contents | Basic exploratory analysis | Grouping the traditional way | Nesting and handling side effects with purrr | Collateral: capture, identify and isolate side effects | Filtering on, and summarising, side effects | Safely + quietly = peacefully