Chinese Sentiment Analysis NLP Tools

Tools specifically for sentiment analysis of Chinese text, including dictionaries, classifiers, and domain-specific applications. Does NOT include multilingual frameworks, non-Chinese language sentiment tools, or general text classification unrelated to sentiment.

There are 18 chinese sentiment analysis tools tracked. 2 score above 50 (established tier). The highest-rated is baidu/Senta at 56/100 with 2,006 stars and 69 monthly downloads.

Get all 18 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=chinese-sentiment-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	baidu/Senta Baidu's open-source Sentiment Analysis System.	56	Established	2,006	Python
2	ikegami-yukino/oseti Dictionary based Sentiment Analysis for Japanese	52	Established	97	Python
3	socius-org/sentibank Encyclopedic Hub for Sentiment Dictionaries	45	Emerging	15	Python
4	shibing624/pysenti Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。	43	Emerging	103	Python
5	vndee/sentivi A Simple Tool For Sentiment Analysis	41	Emerging	17	Python
6	foamliu/Sentiment-Analysis 细粒度用户评论情感分析	39	Emerging	127	Python
7	hiDaDeng/cnsenti 中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Text analysis, supporting...	39	Emerging	583	Python
8	hellonlp/sentiment-analysis 情感分析、文本分类、词典、bayes、sentiment...	33	Emerging	526	Python
9	amiangshu/SentiSE SentiSE is a sentiment analysis tool for Software Engineering interactions	32	Emerging	18	Java
10	msft-vivi/SMP2020---Weibo-sentiment-classification SMP 2020年微博情感分类评测任务第六名解决方案	29	Experimental	70	Python
11	AlvinAi96/COI 练手项目：Comment of Interest 电商文本评论数据挖掘（爬虫 + 观点抽取 + 句子级和观点级情感分析）	26	Experimental	104	Jupyter Notebook
12	312shan/Subject-and-Sentiment-Analysis 汽车行业用户观点主题及情感识别	24	Experimental	24	Python
13	foolfun/sentiment-analysis-web python文本情感分析，多分类	16	Experimental	14	JavaScript
14	William-Zhan-bot/ptt_commet_temperature 以python情感分析，計算台灣ptt論壇政治板文章的評論風向	14	Experimental	1	Jupyter Notebook
15	tao-pr/pantip-libr :books: Topic sentiment analysis hack project (with scraped Pantip.com threads)	13	Experimental	8	Python
16	alvaroarcelus/Sentiment-Analysis-Pipeline-for-Call-Center-Calls End-to-end Sentiment Analysis Pipeline for Call Center Conversations	12	Experimental	15	Python
17	qianqiuqiu/Qwen2.5-classification-for-Chinese-Sentiment-Analysis 从 Qwen2.5-1.5B-Instruct LoRA微调，主要擅长好评差评分类，个人练手项目，已上传训练权重，可直接推理，训练的话要自己改改，有一些bug。	11	Experimental	—	Python
18	Abdallahelraey/SentiScope This project is a highly configurable and modular sentiment analysis...	10	Experimental	1	Jupyter Notebook