Sentiment Analysis Multilingual NLP Tools

Tools and implementations for sentiment analysis across multiple languages and non-English datasets. Does NOT include language-agnostic methods, general NLP frameworks, or non-sentiment classification tasks.

There are 59 sentiment analysis multilingual tools tracked. 2 score above 50 (established tier). The highest-rated is laugustyniak/awesome-sentiment-analysis at 62/100 with 546 stars. 1 of the top 10 are actively maintained.

Get all 59 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	laugustyniak/awesome-sentiment-analysis Repository with all what is necessary for sentiment analysis and related areas	62	Established	546	—
2	thunlp/NSC Neural Sentiment Classification	50	Established	287	Python
3	GoogleCloudPlatform/dataflow-opinion-analysis Opinion Analysis of News, Threaded Conversations, and User Generated Content	45	Emerging	108	Java
4	binodmx/helasentilex Python API for Sinhala Sentiment Lexicon	45	Emerging	13	Python
5	Ruthwik/Sentiment-Analysis Sentiment Analysis using Stanford CoreNLP.	40	Emerging	29	Java
6	bhadreshpsavani/ExploringSentimentalAnalysis This Repository Contains Different ways to do sentimental Analysis	39	Emerging	20	Jupyter Notebook
7	Hironsan/sentiment-analysis-toolbox Sentiment analysis toolbox for all NLPer.	36	Emerging	10	Jupyter Notebook
8	willinseu/kesci-urdu-sentiment-analysis sentiment-analysis	36	Emerging	70	Jupyter Notebook
9	gsarti/svevo-letters-analysis Topic Modeling and Sentiment Analysis on Italo Svevo Epistolary Corpus	35	Emerging	7	Jupyter Notebook
10	zafarali/sentiment.datalogue Sentiment analysis challenge for Datalogue recruiting	35	Emerging	14	Jupyter Notebook
11	DAMO-NLP-SG/SOUL [EMNLP 2023] Code and Data for "SOUL: Towards Sentiment and Opinion...	33	Emerging	7	Python
12	amaurits/MultiLexScaled Lexicon-based sentiment analysis, using multiple lexica and scaled against...	33	Emerging	6	Jupyter Notebook
13	vivek2319/Text-Analysis-with-Textblob-using-Python3 Hands on self-learning experiements with text analysis using NLTK and...	32	Emerging	3	Jupyter Notebook
14	slrbl/perceptron-text-classification-from-scracth A perceptron based text classification based on word bag feature extraction...	32	Emerging	5	Python
15	slmttndrk/Turkish_Sentiment_Analysis_With_Multinomial_Naive_Bayes THIS PROJECT IS ABOUT TURKISH SENTIMENT ANALYSIS	31	Emerging	14	Jupyter Notebook
16	usmansiddiqui98/data-dialogue Voice of Customer	30	Emerging	1	Python
17	imnileshd/nlp-sentiment-analysis A guide to apply sentiment analysis on text data and make visualizations to...	28	Experimental	3	Jupyter Notebook
18	jjkoh95/aa-nps-analysis NPS sentiment analysis	26	Experimental	10	Jupyter Notebook
19	datomnurdin/PredictiveAnalysis Predictive Analysis tool	25	Experimental	5	Jupyter Notebook
20	ozgen/twitter-nlp-project sentiment analyser for turkish tweets	24	Experimental	5	Java
21	Coursal/Text-Sentiment-Analysis-In-Hadoop-And-Spark The source code developed and used for the purposes of my thesis with the...	23	Experimental	2	Java
22	AsadiAhmad/Sentiment-Analysis Sentiment Analysis with Verctoring and Clustering Methods	23	Experimental	25	Jupyter Notebook
23	Slyth3/Sentiment-analysis-of-South-African-Banks-POC Sentiment Analysis on the top 4 banks in South Africa	23	Experimental	2	Jupyter Notebook
24	binodmx/sinhala-sentiment-lexicon-generation Resources used for the final year project based on automated sentiment...	22	Experimental	1	Jupyter Notebook
25	kalongn/CSE-354-Project CSE 354 Final Project	22	Experimental	1	Jupyter Notebook
26	sid573/Hindi_Sentiment_Analysis Model to predict the sentiment of Hindi sentences developed this model...	21	Experimental	9	Jupyter Notebook
27	maciejskorski/anticipatio In a search for understanding of people's anticipation of the future...	20	Experimental	2	Jupyter Notebook
28	cs-joy/Sentiment-Analysis Technical Test of BackbencherStudio	20	Experimental	4	Jupyter Notebook
29	cofe-ai/CORT Official code of EMNLP'22 paper "CORT: A New Baseline for Comparative...	20	Experimental	5	Python
30	slmttndrk/Turkish_Dictionary-Rules-_Based_Sentiment_Analysis THIS PROJECT IS ABOUT TURKISH DICTIONARY(RULES) BASED SENTIMENT ANALYSIS	20	Experimental	6	Jupyter Notebook
31	vukbatanovic/NBSVM-Weka An implementation of the NBSVM classifier for Weka	19	Experimental	4	Java
32	AsadiAhmad/Sentiment-Analysis-N-Gram Sentiment Analysis based on N-Gram probabilities.	19	Experimental	4	—
33	dialogue-evaluation/RuOpinionNE-2024 Codalab competition 💻 on extraction of opinion tuples (opinion source,...	19	Experimental	3	Python
34	mmaguero/textcat-josa Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine...	19	Experimental	1	Python
35	KarthikUdyawar/ContextLens Unveiling Hidden Sentiments through Contextual Sentiment Analysis	18	Experimental	2	Jupyter Notebook
36	Radhe127/Sentiment-Analysis-on-Social-Media-Text-NLP- Sentiment Analysis on Social Media Text (NLP)	18	Experimental	1	Jupyter Notebook
37	lyuchenyang/Personalized-Sentiment-Analysis Code for Findings of ACL 2023 paper "Exploiting Rich Textual User-Product...	18	Experimental	2	Python
38	Redtius/TalkPole 🤖🔍 An AI Model that determines sentence sentiment polarity.	17	Experimental	1	Python
39	daniele-marini/Sentiment_analysis Implementation of a model for a NLP Classification task	17	Experimental	1	Jupyter Notebook
40	ilkerrisvan/BasicQA-System-with-SVM-and-NaiveBayes This project compares SVM and Naive Bayes and includes a basic QA system.	17	Experimental	1	Python
41	avd1729/Sentiment-Analysis Sentiment analysis using Naive-Bayes Classifier	17	Experimental	1	Jupyter Notebook
42	rose-deasha/Topic-Modeling-and-Sentiment-Analysis Survey Insights Engine	17	Experimental	1	Jupyter Notebook
43	charlescearl/EquityInSentiment Tests of AWS and Google cloud NLP APIs	12	Experimental	6	Jupyter Notebook
44	KianaAbrisham/naive-bayes-sentiment Sentiment classification using Multinomial NB (scratch + sklearn)	11	Experimental	—	Jupyter Notebook
45	rukshan99/sentiment-analysis-fasttext Sentiment analysis with fastText supervised models	11	Experimental	3	Jupyter Notebook
46	Ritika2001/Sentiment-Analysis-using-Hadoop Sentiment Analysis Using Concepts Of NLP In A Big Data Environment	11	Experimental	—	Java
47	rockerritesh/NepaliSentiment Nepali Sentiment Classification	11	Experimental	3	Jupyter Notebook
48	kitae0522/Sentiment-Classification 영어로 된 138,785 문장을 가지고 감정 분석 인공지능 모델을 구현했습니다.	11	Experimental	3	Jupyter Notebook
49	Tanwar-12/Sentiment-Analysis-Using-Text Sentiment Analysis	11	Experimental	3	Jupyter Notebook
50	tracyreuter/NLP-sentiment-analysis Analyze sentiment from text	11	Experimental	—	Jupyter Notebook
51	TechnicalClubRBU-CodeRush1-0/NLP A unsupervised NLP pipeline that summarizes and performs Sentiment Analysis ...	11	Experimental	—	Python
52	lnavneet331/sentimentAI Predicts the sentiment based on input	10	Experimental	2	Jupyter Notebook
53	yanpengt06/SCIR-SC-get-started NLP and Sentiment Computing learning	10	Experimental	2	Jupyter Notebook
54	parth1993/sentiment_analysis Sentiment analysis in Python	10	Experimental	2	Jupyter Notebook
55	AnkitAkash/Sentiment-Analysis-on-Coop-Reviews NLP analysis of Drexel Coop feedback from students and employers.	10	Experimental	1	Jupyter Notebook
56	elifbeyzatok00/Sentiment-Analysis-and-Topic-Extraction-in-Turkish-Texts What is Natural Language Processing (NLP) & NLP Project Example	10	Experimental	2	Jupyter Notebook
57	cotica/facebook-status-parser Can we determine one's personality from a status update on a social media...	10	Experimental	2	Jupyter Notebook
58	lucaszhuang1210/Multinomial-Naive-Bayes-Classifier An exploration-driven research study on improving the Multinomial Naive...	10	Experimental	1	Jupyter Notebook
59	HeliaHashemipour/Sentiment-Analysis Machine Learning for Sentiment Analysis.	10	Experimental	2	Jupyter Notebook