Text Mining Fundamentals NLP Tools

Introductory courses, tutorials, and practical guides covering core text mining techniques, workflows, and applications. Includes repositories focused on teaching text processing, analysis methods, and statistical approaches to text data. Does NOT include domain-specific applications (sentiment analysis, fake news detection, etc.) or advanced specialized tools already categorized elsewhere.

There are 77 text mining fundamentals tools tracked. 1 score above 50 (established tier). The highest-rated is dipanjanS/text-analytics-with-python at 51/100 with 1,690 stars.

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#	Tool	Score	Tier	Stars	Language
1	dipanjanS/text-analytics-with-python Learn how to process, classify, cluster, summarize, understand syntax,...	51	Established	1,690	Jupyter Notebook
2	jonathandunn/text_analytics Basic text analytics and natural language processing in Python	48	Emerging	121	Python
3	IBM/watson-document-co-relation Correlate text content across documents using Watson NLU, Python NLTK and...	44	Emerging	28	Jupyter Notebook
4	Clarifai/clarifai-pyspark Interfaces for Unstructured data and ML pipelines with Databricks and Clarifai	42	Emerging	6	Python
5	umer7/Applied-Text-Mining-in-Python Repo for Applied Text Mining in Python (coursera) by University of Michigan	41	Emerging	80	Jupyter Notebook
6	EudaLabs/nlp A repository for Natural Language Processing (NLP) projects, tools, and experiments.	40	Emerging	10	Roff
7	itrummer/NaturalMiner Mine data for patterns described in natural language	40	Emerging	2	Python
8	fingeredman/teanaps 자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.	39	Emerging	109	Jupyter Notebook
9	algonell/ipo-miner IPO Investment via Text Mining.	38	Emerging	23	HTML
10	mchesterkadwell/intro-to-text-mining-with-python Cambridge Digital Humanities 'Introduction to Text-Mining with Python'...	38	Emerging	22	Jupyter Notebook
11	mchesterkadwell/intro-to-text-mining-with-python-2020 Cambridge Digital Humanities Learning, Methods Workshop: "Introduction to...	37	Emerging	16	Jupyter Notebook
12	zaratsian/Spark Apache Spark (Scala, PySpark, SparkR) Code, Tricks, and References	37	Emerging	69	Jupyter Notebook
13	blanchefort/text_mining Набор ноутбуков, в которых решаются различные задачи обработки естественного...	37	Emerging	16	Jupyter Notebook
14	oroszgy/hungarian-text-mining-workshop Materials for the Text Mining workshop held in the HuNLP meetup, June 2017	37	Emerging	20	Jupyter Notebook
15	malares/STeM-Scientifc-Paper-Mining-Tool STeM is a text mining tool to help scientists and researchers evaluate new...	37	Emerging	9	—
16	fingeredman/text-mining-for-practice 파이썬 라이브러리를 활용해 텍스트 분석을 수행하는 방법에 대해 다룹니다.	35	Emerging	16	Jupyter Notebook
17	hhaoyan/awesome-textmining-materials-science Collection of papers on text mining for materials science	35	Emerging	28	—
18	QData/TextAttack-WebDemo TextAttack Web Demo	35	Emerging	5	Jupyter Notebook
19	JohnSnowLabs/spark-nlp-conda Build and publish Spark NLP to Anaconda Cloud	35	Emerging	7	—
20	argilla-io/biome-text Custom Natural Language Processing with big and small models 🌲🌱	35	Emerging	66	Python
21	mb010/Text2Tag Code base for the analysis presented in in Bowles et al. 2022: "Radio Galaxy...	33	Emerging	3	Jupyter Notebook
22	arshren/MachineLearning Machine Learning documents	33	Emerging	11	Jupyter Notebook
23	remrama/krank Fetch curated dream reports.	32	Emerging	1	Jupyter Notebook
24	buomsoo-kim/Introduction-to-text-mining-with-Python Lectures in Urban Data Science Lab, Seoul	31	Emerging	29	Jupyter Notebook
25	lorenzoscottb/DReAMy DReAMy: a library for dream-reports annotation methods with python, NLP, and LLMs	31	Emerging	16	Jupyter Notebook
26	thatguy1104/NLP-Data-Mining-Engine Our main project goals include trying to achieve a way for all researchers...	31	Emerging	1	HTML
27	MrpYA45/github-text-mining-tfg We're aiming to create a tool which lets us experiment with text mining and...	31	Emerging	4	Python
28	DmitrySerg/open-data Collecting and analysing open data stuff	31	Emerging	13	Jupyter Notebook
29	aeleraqi/Text-Mining Text mining techniques and workflows in Python	30	Emerging	1	Jupyter Notebook
30	ycatsh/connor Organize and classify files based on their content using NLP	30	Emerging	71	Python
31	SAP-samples/github-pull-analyzer The GitHub Pull Request Analyzer (with SAP AI Core) automates the task of...	30	Emerging	1	Python
32	Vaibhavabhaysharma/Applied-Text-Mining-in-Python This repository contains solutions of the course-...	29	Experimental	9	Jupyter Notebook
33	prestondunton/marvel-dialogue-nlp A machine learning project that will use Natural Language Processing (NLP)...	29	Experimental	8	Jupyter Notebook
34	juliasilge/ibm-ai-day Presentation for IBM Community Day AI	28	Experimental	14	HTML
35	SciCrunch/Antibody-Watch Antibody Watch: Text Mining Antibody Specificity from the Literature	28	Experimental	8	Jupyter Notebook
36	HimanshuMittal01/bagmodels Various bag-of-words ML algorithms like BM25	27	Experimental	2	Python
37	StabRise/ScaleDP-Tutorials Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for...	26	Experimental	5	Jupyter Notebook
38	park1997/Industrial_safety_and_health_law-visualization 산업안전보건법 법규시각화, 텍스트마이닝을 통한 법들간의 유사도 네트워크화	25	Experimental	5	Jupyter Notebook
39	analyticalmonk/pyspark_nlp_workshop Instructions and code for the workshop "From Big Data to NLP Insights:...	24	Experimental	12	Jupyter Notebook
40	cyidhn/texto 📚 La librairie Python de textométrie.	24	Experimental	4	Jupyter Notebook
41	fingeredman/text-mining-for-beginner 파이썬 기초문법 부터 간단한 텍스트 분석을 수행하는 방법에 대해 다룹니다.	23	Experimental	26	Jupyter Notebook
42	AsadiAhmad/Ngram-Spark-Wikipedia Calculating Ngram with PySpark for wikipedia text	23	Experimental	29	Jupyter Notebook
43	AsadiAhmad/Word-Counter-Spark Word counter with spark	23	Experimental	27	Jupyter Notebook
44	AsadiAhmad/Edit-Distance-Spark Calculating Edit Distance with PySpark	23	Experimental	27	Jupyter Notebook
45	fredriko/draviz A method for assessing the data readiness of NLP projects, as well as the...	23	Experimental	2	Python
46	Achint08/tech-diffusion Patents data analysis on PySpark	23	Experimental	2	Jupyter Notebook
47	sudheera96/pyspark-textprocessing Project on word count using pySpark, data bricks cloud environment.	23	Experimental	2	Jupyter Notebook
48	paulbricman/memnav Expanding propositional memory through text mining.	22	Experimental	19	Python
49	fingeredman/advanced-text-mining TEANAPS 라이브러리를 활용한 자연어 처리와 텍스트 분석 방법론에 대해 다룹니다.	22	Experimental	17	Jupyter Notebook
50	mucahidozcelik/NLP Text Mining and Natural Language Processing	22	Experimental	2	Jupyter Notebook
51	thukg/AMinerOpen An open source community who focuses on developing and publishing elegant...	21	Experimental	10	—
52	tkachuksergiy/aws-spark-nlp Works related to recent project on the use of Apache Spark and AWS cloud for...	20	Experimental	6	Jupyter Notebook
53	ReAlex1902/Hawk German documents analysis	18	Experimental	2	Jupyter Notebook
54	yashmanne/an_analysis_of_nothing Exploring character occurrences and NLP with Seinfeld scripts.	18	Experimental	2	Python
55	manmeetkaurbaxi/Analyzing-ACL-and-EMNLP-papers Analyzing paper details of ACL and EMNLP from 2016-2021.	18	Experimental	2	Jupyter Notebook
56	Doubtable-Steves-Linguistics/MinecraftNLP Natural Language Processing (NLP) project built to predict GitHub repository...	17	Experimental	1	Jupyter Notebook
57	Robin1999Stark/Recipe_Tagger NLP Project for Auto Labeling Receipes	17	Experimental	1	Python
58	exaiatech/cymo-tutorial CYMO is a next-generation text mining and analytics software developed by Exaia	17	Experimental	1	Jupyter Notebook
59	MuzamilSaiq/toy-to-theory-bag-of-words Pedagogical walkthrough of Bag of Words	15	Experimental	—	Jupyter Notebook
60	minven/nlp-lt Natural Language Processing for Lithuanian language	14	Experimental	18	Python
61	frances-ai/frances-api frances is an advanced cloud-based text mining digital platform that...	13	Experimental	—	Jupyter Notebook
62	peetceenatoo/my-first-keyword-extractor first steps into natural language processing	13	Experimental	—	Jupyter Notebook
63	VirtualRoyalty/spark-nlp-project Micro project on big data technologies via spark	11	Experimental	4	Jupyter Notebook
64	YukiChen-yuxin/proj_NLPbrl_DATA534 The NLPbrl wrapper API is a package for wrapping The Rosette Text Analytics...	11	Experimental	—	Jupyter Notebook
65	ekardatos/TextAnalysisAndStatisticalTesting Statistical hypothesis testing applied to linguistic text data.	11	Experimental	—	Jupyter Notebook
66	prishanmu/She-Ra Text analysis of scripts from the recent reboot of She-Ra and the Princesses of Power	11	Experimental	3	Jupyter Notebook
67	hza2002/WordWise A file manager that organizes text files by keyword-based topics.	11	Experimental	3	Python
68	soumyajit4419/Advance-NLP-Text_Mining Natural Launguage Processing ,Text-Mining ,Natural Launguage Understanding	11	Experimental	3	Jupyter Notebook
69	bright1993ff66/Text-Data-Analysis Projects, classes, and functions for my text mining	11	Experimental	3	Jupyter Notebook
70	minailkhani/Two-Information-Retrieval-projects some projects	11	Experimental	3	Jupyter Notebook
71	KatyaZeross/TrekPredict An NLP analysis on the impact of Star Trek: The Next Generation's character...	11	Experimental	3	Jupyter Notebook
72	lambdaofgod/niph Tools for searching and text mining transcribed podcasts	11	Experimental	4	Python
73	N-y-c-t-o/Gutenberg-scribe-main A Python-based project that processes and analyzes public-domain books from...	11	Experimental	—	Python
74	djc06048/python-textmining python-textmining	10	Experimental	2	Jupyter Notebook
75	golecalicja/thats-what-she-said The Office NLP data analysis	10	Experimental	2	Jupyter Notebook
76	MouadEttali/NLP-and-Text_Mining NLP and text mining tasks, starting off with the basics and then moving on...	10	Experimental	2	Jupyter Notebook
77	Stacy067/Text-mining-and-Natural-Language-Process Text-mining and NLP	10	Experimental	2	Jupyter Notebook

Comparisons in this category

intro-to-text-mining-with-python and intro-to-text-mining-with-python-2020 (38 vs 37)