A Complete Exploratory Data Analysis and Visualization for Text DataVisually representing the content of a text document is one of the most important tasks in the field of text mining. As a data scientist or NLP specialist, not only we explore the content of documents from different aspects and at different levels of details, but also we summarize a single document, show the words and topics, detect events, and create storylines. However, there are some gaps betwe
