This uses URLlib, Pandas, Beautiful Soup, Tkinter and lxml. The full version also uses Selenium, Openpyxl and Concurrent futures for multithreading, massively speeding up rate at which data has been gathered. This has been purposefully neutered to prevent webscraping of manager details such as phone numbers. The above is a functioning NHS Jobtrac webscraper, it pulls all ad details for all the job ads you like, then you can designate a save location You can find an example of the data generated in the administration.xlsx