Here, the focus is on various tasks that fall within the remit of information extraction. Examples include Named Entity Recognizer, identifying events, times, and relations among entities. A series of Python scripts illustrate how to extract ‘structured’ information out of a variety of text corpora comprising data on organizations and markets