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 47 sentiment analysis multilingual tools tracked. The highest-rated is laugustyniak/awesome-sentiment-analysis at 45/100 with 546 stars.

Get all 47 projects as JSON

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# Tool Score Tier
1 laugustyniak/awesome-sentiment-analysis

Repository with all what is necessary for sentiment analysis and related areas
45
Emerging
2 thunlp/NSC

Neural Sentiment Classification
43
Emerging
3 binodmx/helasentilex

Python API for Sinhala Sentiment Lexicon
41
Emerging
4 GoogleCloudPlatform/dataflow-opinion-analysis

Opinion Analysis of News, Threaded Conversations, and User Generated Content
38
Emerging
5 Ruthwik/Sentiment-Analysis

Sentiment Analysis using Stanford CoreNLP.
33
Emerging
6 bhadreshpsavani/ExploringSentimentalAnalysis

This Repository Contains Different ways to do sentimental Analysis

32
Emerging
7 willinseu/kesci-urdu-sentiment-analysis

sentiment-analysis
29
Experimental
8 Hironsan/sentiment-analysis-toolbox

Sentiment analysis toolbox for all NLPer.
29
Experimental
9 zafarali/sentiment.datalogue

Sentiment analysis challenge for Datalogue recruiting
28
Experimental
10 gsarti/svevo-letters-analysis

Topic Modeling and Sentiment Analysis on Italo Svevo Epistolary Corpus
28
Experimental
11 DAMO-NLP-SG/SOUL

[EMNLP 2023] Code and Data for "SOUL: Towards Sentiment and Opinion...
26
Experimental
12 amaurits/MultiLexScaled

Lexicon-based sentiment analysis, using multiple lexica and scaled against...
26
Experimental
13 vivek2319/Text-Analysis-with-Textblob-using-Python3

Hands on self-learning experiements with text analysis using NLTK and...
25
Experimental
14 slrbl/perceptron-text-classification-from-scracth

A perceptron based text classification based on word bag feature extraction...
25
Experimental
15 slmttndrk/Turkish_Sentiment_Analysis_With_Multinomial_Naive_Bayes

THIS PROJECT IS ABOUT TURKISH SENTIMENT ANALYSIS
24
Experimental
16 usmansiddiqui98/data-dialogue

Voice of Customer
23
Experimental
17 imnileshd/nlp-sentiment-analysis

A guide to apply sentiment analysis on text data and make visualizations to...
21
Experimental
18 jjkoh95/aa-nps-analysis

NPS sentiment analysis
19
Experimental
19 datomnurdin/PredictiveAnalysis

Predictive Analysis tool
18
Experimental
20 ozgen/twitter-nlp-project

sentiment analyser for turkish tweets
17
Experimental
21 Slyth3/Sentiment-analysis-of-South-African-Banks-POC

Sentiment Analysis on the top 4 banks in South Africa

16
Experimental
22 Coursal/Text-Sentiment-Analysis-In-Hadoop-And-Spark

The source code developed and used for the purposes of my thesis with the...
16
Experimental
23 AsadiAhmad/Sentiment-Analysis

Sentiment Analysis with Verctoring and Clustering Methods
16
Experimental
24 kalongn/CSE-354-Project

CSE 354 Final Project
15
Experimental
25 binodmx/sinhala-sentiment-lexicon-generation

Resources used for the final year project based on automated sentiment...
15
Experimental
26 cs-joy/Sentiment-Analysis

Technical Test of BackbencherStudio
14
Experimental
27 sid573/Hindi_Sentiment_Analysis

Model to predict the sentiment of Hindi sentences developed this model...
14
Experimental
28 dialogue-evaluation/RuOpinionNE-2024

Codalab competition 💻 on extraction of opinion tuples (opinion source,...
14
Experimental
29 slmttndrk/Turkish_Dictionary-Rules-_Based_Sentiment_Analysis

THIS PROJECT IS ABOUT TURKISH DICTIONARY(RULES) BASED SENTIMENT ANALYSIS
13
Experimental
30 maciejskorski/anticipatio

In a search for understanding of people's anticipation of the future...
13
Experimental
31 cofe-ai/CORT

Official code of EMNLP'22 paper "CORT: A New Baseline for Comparative...
13
Experimental
32 AsadiAhmad/Sentiment-Analysis-N-Gram

Sentiment Analysis based on N-Gram probabilities.
12
Experimental
33 Radhe127/Sentiment-Analysis-on-Social-Media-Text-NLP-

Sentiment Analysis on Social Media Text (NLP)
12
Experimental
34 mmaguero/textcat-josa

Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine...
12
Experimental
35 vukbatanovic/NBSVM-Weka

An implementation of the NBSVM classifier for Weka
12
Experimental
36 KarthikUdyawar/ContextLens

Unveiling Hidden Sentiments through Contextual Sentiment Analysis
11
Experimental
37 lyuchenyang/Personalized-Sentiment-Analysis

Code for Findings of ACL 2023 paper "Exploiting Rich Textual User-Product...
11
Experimental
38 KianaAbrisham/naive-bayes-sentiment

Sentiment classification using Multinomial NB (scratch + sklearn)
11
Experimental
39 harika1807/CodeClauseInternship_SentimentAnalysis

A simple sentiment analysis tool using Python and TextBlob.
11
Experimental
40 tracyreuter/NLP-sentiment-analysis

Analyze sentiment from text
11
Experimental
41 TechnicalClubRBU-CodeRush1-0/NLP

A unsupervised NLP pipeline that summarizes and performs Sentiment Analysis ...
11
Experimental
42 Ritika2001/Sentiment-Analysis-using-Hadoop

Sentiment Analysis Using Concepts Of NLP In A Big Data Environment
11
Experimental
43 ilkerrisvan/BasicQA-System-with-SVM-and-NaiveBayes

This project compares SVM and Naive Bayes and includes a basic QA system.
10
Experimental
44 rose-deasha/Topic-Modeling-and-Sentiment-Analysis

Survey Insights Engine
10
Experimental
45 Redtius/TalkPole

🤖🔍 An AI Model that determines sentence sentiment polarity.
10
Experimental
46 avd1729/Sentiment-Analysis

Sentiment analysis using Naive-Bayes Classifier
10
Experimental
47 daniele-marini/Sentiment_analysis

Implementation of a model for a NLP Classification task
10
Experimental