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 50 text network analysis tools tracked. 3 score above 50 (established tier). The highest-rated is ryanjgallagher/shifterator at 64/100 with 287 stars.

Get all 50 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ryanjgallagher/shifterator Interpretable data visualizations for understanding how texts differ at the...	64	Established	287	Python
2	HLasse/TextDescriptives A Python library for calculating a large variety of metrics from text	59	Established	361	Python
3	jboynyc/textnets Text analysis with networks.	59	Established	293	Python
4	DemetersSon83/Quantitative-Discursive-Analysis A tool for quantitatively measuring discursive similarity between bodies of text.	45	Emerging	9	Python
5	sciknoworg/tib-sid TIB-SID: A bilingual (English/German) dataset of library catalog records...	44	Emerging	3	Python
6	harrisonpim/bookworm :books: social networks from novels	43	Emerging	76	Jupyter Notebook
7	StatguyUser/TextFeatureSelection Python library for feature selection for text features. It has filter...	43	Emerging	53	Python
8	ShuHuang/batterydatabase Tools for auto-generating the battery-materials database.	42	Emerging	50	HTML
9	kasnerz/reffix A tool for fixing a BibTeX reference list using DBLP API	42	Emerging	74	Python
10	stephenleo/stripnet STriP Net: Semantic Similarity of Scientific Papers (S3P) Network	37	Emerging	86	HTML
11	yuvalpinter/nytwit New York Times Word Innovation Types dataset	37	Emerging	21	—
12	nihaljn/datahawk Viewer for text datasets in formats like HuggingFace, JSONL, etc.	36	Emerging	15	Python
13	jonathanbratt/RBERTviz Visualization tools to use with RBERT	35	Emerging	45	R
14	hzjken/character-network A project on using network graph, NLP techniques (entity recognition,...	34	Emerging	61	Python
15	jrrobison1/wordtangible Python library for analyzing the concreteness and imageability of words and...	33	Emerging	3	Python
16	yassinekdi/naimai Package to help with scientific literature research	32	Emerging	26	Python
17	minjechoi/relationships Official repository for the ICWSM '21 paper "More than meets the tie:...	32	Emerging	12	Python
18	anzemur/literacy-knowledge-base Fictional characters analysis in fables	31	Emerging	4	Python
19	iamlxb3/TextDatasetAnalyzer This is a simple tool for text dataset analysis and multiple datasets...	31	Emerging	3	Jupyter Notebook
20	h-gear/revolution Historiographing the Era of the American Revolution: Changing political...	30	Emerging	2	R
21	temmyzeus/text_explore A Python Library to perform Exploratory Data Analysis on Text	30	Emerging	3	Python
22	aeleraqi/Text-Network-Graph Visualize word relationships using network graphs	30	Emerging	1	Jupyter Notebook
23	jrrobison1/ideadensity Python library to determine the propositional idea density of an English...	30	Emerging	12	Python
24	Tixierae/gow_tools Functions for creating and analyzing word co-occurrence networks in Python and R	29	Experimental	12	R
25	SamBoerlijst/aparts Academic PDF Automated Reference Tagging System. Tags pdf files using a...	29	Experimental	9	Python
26	alan-turing-institute/netts Toolbox for creating networks capturing semantic content of speech transcripts.	29	Experimental	9	Python
27	SulRash/huggingface-text-data-analyzer Analyzes text datasets from huggingface for training LLMs!	29	Experimental	8	Python
28	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）。	28	Experimental	12	Java
29	MeteSertkan/ranger Ranger helps you see the forest among the trees - Ranger is an effect-size...	28	Experimental	11	Python
30	zfsang-zz/CharacterGo Novel character relationship analytics system	27	Experimental	11	HTML
31	petezh/OpenD5 Tasks for describing differences between text distributions.	27	Experimental	17	Python
32	KIST-CSRC/Text-to-BatteryRecipe Official source codes for implementing "Text-to-Battery Recipe: A language...	25	Experimental	7	Python
33	qinyuanpei/graph-relation 基于共现理论提取《半泽直树》原著小说人物关系	25	Experimental	6	—
34	ggsmith842/sigint-analysis Analysis of signals data including COMINT and ELINT using pandas, networkx,...	24	Experimental	5	Jupyter Notebook
35	Davisy/Texthero-Python-Toolkit Texthero is a simple python toolkit to work with a text-based dataset. It...	24	Experimental	5	Jupyter Notebook
36	msahamed/text_network_analysis In this project, I show the application of graph to extract meaningful...	24	Experimental	4	Jupyter Notebook
37	division-labs/epstein-maxwell-analysis This analysis employs established methodologies from computational social...	21	Experimental	—	Python
38	maehr/the-corpus-as-a-network Turning source documents into a graph with NLP	21	Experimental	10	Jupyter Notebook
39	VCUWrightCenter/TopExApp TopExApp is a graphical user interface for the TopEx Python package. TopEx...	20	Experimental	8	JavaScript
40	mitramir55/Character-Network-Flask A Flask app that processes text of a book and outputs visualizations based...	19	Experimental	4	CSS
41	wmjg-alt/shakespeare_analytics A Python pipeline for parsing, NLP analysis, and character relations data...	19	Experimental	—	Python
42	CJBuzz/character-relationship This project involves using Natural Language Processing to attempt to...	15	Experimental	1	Python
43	isthatyoung/NLP-Characters-Relationships An implementation of NLP on novel characters relationship extraction	13	Experimental	10	Jupyter Notebook
44	caojie54/OTSeq2Set OTSeq2Set, XMTC	13	Experimental	11	Python
45	D-TheProgrammer/Projet_AnalyseTexte_in_XML_XSL_HTML [French] Projet d'analyse de texte et de tokenisation [English] Project Text...	11	Experimental	—	HTML
46	zancap/ProjetWeb_IDL24_Bader_Delpech_Zancanaro Projet Web pour E-Calm 2024 IDL	11	Experimental	—	PHP
47	Tahsin-Mayeesha/Dhaka_Tribune-Network-Visualization Network visualization of media coverage of violence against women in...	11	Experimental	4	JavaScript
48	lavrentyukann/VKGroup_NLP_Analysis The main idea of this project is to use classic tools of text analysys...	11	Experimental	1	Jupyter Notebook
49	lior0110/regulations_analysis analysis of NIS800-53 regulations	11	Experimental	1	Jupyter Notebook
50	drmuskangarg/MicroblogWCN The study of the structural properties of the Microblog WCN for six...	10	Experimental	2	Python