Sentiment Analysis Python Packages

spark-nlp

State of the Art Natural Language Processing

camel-tools

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

paddlenlp

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

pysentimiento

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

nlpcloud

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

orange3-text

🍊 :page_facing_up: Text Mining add-on for Orange3

tool-helpers

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

malaya

Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

finvader

VADER sentiment classifier updated with financial lexicons

convosense-utilities

Email Signature remover - Extracting email body out of the email text in order to get accurate sentiment results, using NLP tasks.

afinn

AFINN sentiment analysis in Python

fast-dataindex

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

asent

Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.

newssentiment

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

harvesttext

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

rosette-api

Babel Street Analytics Client Library for Python

germansentiment

An easy to use python package for deep learning-based german sentiment classification.

multilingual-sentiment-classifier

A Python library to predict sentiments of textual data in English, Urdu or Roman Urdu

sentisense

Official Python SDK for the SentiSense market intelligence API.

nlptoolkit-sentinet

Turkish SentiNet HisNet

tweetnlp

TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.

shekar

Simplifying Persian NLP for Modern Applications

sentor-mcp

MCP server for Sentor. Entity-based sentiment analysis for Claude, Cursor, Windsurf, and any MCP-compatible AI assistant

pytreebank

:rage::innocent: Stanford Sentiment Treebank loader in Python