narrativegraphs 0.1.1

A package for creating and analyzing narrative graphs from text corpora

narrativegraphs

Turn a collection of texts into an interactive narrative graph — extract entities, relationships, and explore the structure of your corpus visually.

Installation

pip install narrativegraphs

Quick Start

from narrativegraphs import NarrativeGraph

docs: list[str] = [...]  # your list of documents
model = NarrativeGraph().fit(docs)
model.serve_visualizer()

Open the link in your terminal to explore the graph in your browser:

Features

• Plug'n'play solution – get started with a few lines of code
• Interactive browser-based visualizer – no extra dependencies
• See the original contexts that entities and relations appear in
• Filter and query the graph by statistics, category, or timestamps
• Export graph and data to NetworkX and Pandas for custom analyses
• Customizable pipeline components for different use cases

Documentation

Full documentation and tutorials: kasperfyhn.github.io/narrativegraphs

License

MIT