Text Network Analysis NLP Tools

Tools for extracting and visualizing entity relationships, character networks, and semantic connections from text through graph-based methods. Does NOT include general knowledge graphs, document similarity clustering, or social network analysis of non-textual data.

There are 44 text network analysis tools tracked. 3 score above 50 (established tier). The highest-rated is ryanjgallagher/shifterator at 69/100 with 287 stars and 201 monthly downloads.

Get all 44 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=text-network-analysis&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	ryanjgallagher/shifterator Interpretable data visualizations for understanding how texts differ at the...	69	Established	287	Python
2	HLasse/TextDescriptives A Python library for calculating a large variety of metrics from text	67	Established	361	Python
3	jboynyc/textnets Text analysis with networks.	66	Established	293	Python
4	StatguyUser/TextFeatureSelection Python library for feature selection for text features. It has filter...	48	Emerging	53	Python
5	kasnerz/reffix A tool for fixing a BibTeX reference list using DBLP API	46	Emerging	74	Python
6	harrisonpim/bookworm :books: social networks from novels	43	Emerging	76	Jupyter Notebook
7	ShuHuang/batterydatabase Tools for auto-generating the battery-materials database.	42	Emerging	50	HTML
8	sciknoworg/tib-sid TIB-SID: A bilingual (English/German) dataset of library catalog records...	38	Emerging	3	Python
9	DemetersSon83/Quantitative-Discursive-Analysis A tool for quantitatively measuring discursive similarity between bodies of text.	38	Emerging	9	Python
10	stephenleo/stripnet STriP Net: Semantic Similarity of Scientific Papers (S3P) Network	37	Emerging	86	HTML
11	jonathanbratt/RBERTviz Visualization tools to use with RBERT	35	Emerging	45	R
12	hzjken/character-network A project on using network graph, NLP techniques (entity recognition,...	34	Emerging	61	Python
13	nihaljn/datahawk Viewer for text datasets in formats like HuggingFace, JSONL, etc.	32	Emerging	15	Python
14	yuvalpinter/nytwit New York Times Word Innovation Types dataset	30	Emerging	21	—
15	yassinekdi/naimai Package to help with scientific literature research	29	Experimental	26	Python
16	jrrobison1/ideadensity Python library to determine the propositional idea density of an English...	28	Experimental	12	Python
17	minjechoi/relationships Official repository for the ICWSM '21 paper "More than meets the tie:...	25	Experimental	12	Python
18	jrrobison1/wordtangible Python library for analyzing the concreteness and imageability of words and...	25	Experimental	3	Python
19	iamlxb3/TextDatasetAnalyzer This is a simple tool for text dataset analysis and multiple datasets...	24	Experimental	3	Jupyter Notebook
20	anzemur/literacy-knowledge-base Fictional characters analysis in fables	24	Experimental	4	Python
21	temmyzeus/text_explore A Python Library to perform Exploratory Data Analysis on Text	24	Experimental	3	Python
22	h-gear/revolution Historiographing the Era of the American Revolution: Changing political...	23	Experimental	2	R
23	aeleraqi/Text-Network-Graph Visualize word relationships using network graphs	23	Experimental	1	Jupyter Notebook
24	SulRash/huggingface-text-data-analyzer Analyzes text datasets from huggingface for training LLMs!	22	Experimental	8	Python
25	SamBoerlijst/aparts Academic PDF Automated Reference Tagging System. Tags pdf files using a...	22	Experimental	9	Python
26	alan-turing-institute/netts Toolbox for creating networks capturing semantic content of speech transcripts.	22	Experimental	9	Python
27	Tixierae/gow_tools Functions for creating and analyzing word co-occurrence networks in Python and R	22	Experimental	12	R
28	wmjg-alt/shakespeare_analytics A Python pipeline for parsing, NLP analysis, and character relations data...	22	Experimental	—	Python
29	division-labs/epstein-maxwell-analysis This analysis employs established methodologies from computational social...	21	Experimental	—	Python
30	MeteSertkan/ranger Ranger helps you see the forest among the trees - Ranger is an effect-size...	21	Experimental	11	Python
31	jiangnanboy/text_grapher 利用java对文章进行分析并图谱化展示（主要提取关键词、实体、依存分析等）。	21	Experimental	12	Java
32	petezh/OpenD5 Tasks for describing differences between text distributions.	20	Experimental	17	Python
33	zfsang-zz/CharacterGo Novel character relationship analytics system	20	Experimental	11	HTML
34	division-labs/epstein-maxwell-netviz Interactive D3.js visualization of the Epstein Files Transparency Act (EFTA)...	19	Experimental	—	HTML
35	qinyuanpei/graph-relation 基于共现理论提取《半泽直树》原著小说人物关系	18	Experimental	6	—
36	KIST-CSRC/Text-to-BatteryRecipe Official source codes for implementing "Text-to-Battery Recipe: A language...	18	Experimental	7	Python
37	Davisy/Texthero-Python-Toolkit Texthero is a simple python toolkit to work with a text-based dataset. It...	17	Experimental	5	Jupyter Notebook
38	ggsmith842/sigint-analysis Analysis of signals data including COMINT and ELINT using pandas, networkx,...	17	Experimental	5	Jupyter Notebook
39	msahamed/text_network_analysis In this project, I show the application of graph to extract meaningful...	17	Experimental	4	Jupyter Notebook
40	maehr/the-corpus-as-a-network Turning source documents into a graph with NLP	14	Experimental	10	Jupyter Notebook
41	VCUWrightCenter/TopExApp TopExApp is a graphical user interface for the TopEx Python package. TopEx...	13	Experimental	8	JavaScript
42	mitramir55/Character-Network-Flask A Flask app that processes text of a book and outputs visualizations based...	12	Experimental	4	CSS
43	D-TheProgrammer/Projet_AnalyseTexte_in_XML_XSL_HTML [French] Projet d'analyse de texte et de tokenisation [English] Project Text...	11	Experimental	—	HTML
44	zancap/ProjetWeb_IDL24_Bader_Delpech_Zancanaro Projet Web pour E-Calm 2024 IDL	11	Experimental	—	PHP