This example shows a Python script that automatically manages a Fantasy Premier League team by calculating optimal transfers and lineups. It retrieves player data, evaluates potential transfers, and submits changes to the FPL API. The code uses the `requests` library to handle API calls and `pandas` for data manipulation, including pivot tables and filtering based on team constraints. It also demonstrates how to update team sheets and set captaincy through HTTP POST requests. The visualization focuses on the logic and data flow rather than graphical output.