graphoW 0.4

graphoW is a Python package for the creation of a Graph-of-Words (GoW) representation of texts.

graphoW: A python package for building Graph of Words

graphoW is a Python package for the creation of a Graph-of-Words (GoW) representation of texts.

• Structure is based on: "Graph-of-word and TW-IDF: new approach to ad hoc IR"
• Graph metrics are based on: "Graph analysis of dream reports is especially informative about psychosis"
• Narrative consistency and rapidity are based on: "Measuring Narrative Fluency by Analyzing Dynamic Interaction Networks in Textual Narratives"

It allows to:

• Create a GoW for individual texts.
• Create a container of GoW in which each GoW corresponds to a paragraph in the text.
• Compute diverse types of graph metrics (e.g., individual, global, connectivity...).
• Compute the narrative consistency of text based on all terms or only on noun phrases.
• Compute the rapidity of a text, i.e., how slow/fast change the structure of paragraphs.

GoW is supported using NetworkX.