Data scraping is a method that enables professionals with a variety of tools to work with data, either by extracting, analyzing, or integrating. By efficiently extracting data from multiple websites or pulling data from a legacy system when an API is not available, data scraping is an efficient way to replace cumbersome and often ineffective programs or tasks performed by humans.