Sentiment Analysis Non-English NLP Tools

Sentiment classification tools and datasets for non-English languages, particularly Persian, Arabic, and Moroccan Darija. Does NOT include English sentiment analysis, multilingual models, or non-classification sentiment tasks like aspect extraction or emotion detection.

There are 11 sentiment analysis non-english tools tracked. The highest-rated is yassineeea/Carbon-Emissions-Automation at 26/100 with 1 stars.

Get all 11 projects as JSON

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

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# Tool Score Tier
1 yassineeea/Carbon-Emissions-Automation

End-to-end pipeline mapping transactions to CO₂e emissions

26
Experimental
2 masouduut94/Digikala_comments_verification

Digikala online market has recently published some open source data in...

25
Experimental
3 tatimohammed/Darija-Sentiment-Analysis

In the context of Morocco (Darija), sentiment analysis can be an invaluable...

20
Experimental
4 NLP-1403/HW3

Sentiment analysis and NER on Taaghche Persian comments. Includes a Taaghche...

19
Experimental
5 ahkarimi/parsbert-sentiment-analysis

Persian sentiment analysis with ParsBert - SnappFood comments

13
Experimental
6 MDVR9980/telegram-sentiment-analysis-fa

🇮🇷 5-Year Historical Sentiment Analysis of Persian Telegram (~1M posts)...

12
Experimental
7 mahdizynali/persian-sentiment-nlp

persian nlp model to recognition sentiments (emotions) in text or tweets...

12
Experimental
8 sabamadadi/Persian-Sentiment-Analysis-SnappFood

A complete pipeline for Persian sentiment analysis on SnappFood reviews...

11
Experimental
9 NightMachinery/price_detector_fa

extracts product/price/amount tuples from Persian text using rule-based methods

10
Experimental
10 fati-bendaouch/Sentiment-Analysis-for-Moroccan-Dialect

Sentiment Analysis for Moroccan Dialect

10
Experimental
11 En-Mah/Sentiment-Explorer-Persian-Comment-Classification

A sentiment classification pipeline for Persian-language product reviews...

10
Experimental