Top 297 sentiment-analysis open source projects

A list of Twitter datasets and related resources.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Repository with all what is necessary for sentiment analysis and related areas

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

文本情感分析

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

Resources for learning about Text Mining and Natural Language Processing

AFINN sentiment analysis in Python

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Language sentiment analysis and neural networks... for trolls.

Dictionary based sentiment analysis that considers valence shifters

A paper list for aspect based sentiment analysis.

Reading list for Awesome Sentiment Analysis papers

State-of-the-art natural language processing for Ruby

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

LanguageCrunch NLP server docker image

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

Deep Neural Network for Sentiment Analysis on Twitter

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

Update Version of weibo_terminator, This is Workflow Version aim at Get Job Done!

Regression, Scrapers, and Visualization

Fine-grained Sentiment Analysis of User Reviews --- AI CHALLENGER 2018

Laravel wrapper for common NLP tasks

Word semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch

Hashformers is a framework for hashtag segmentation with transformers.

Sentiment analysis made easy; built on top off solid libraries.

Stock price trend prediction with news sentiment analysis using deep learning

Simple sentiment analysis framework for R

Kaggle Twitter Sentiment Analysis Competition

The Engagement Meter calculates and shows engagement levels of an audience participating in a meeting

Machine Learning (EE 5184) in NTU

A Python Bot for Scraping Conversations from Twitter

Measure the sentiment towards a word, name or sentence on social networks

NRC Word-Emotion Association Lexicon

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

Sentiment Analyser: Sentiment Analysis of user feedback in Play Store to improve app quality!

sentiment-analysis

🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Content based movie recommendation system with sentiment analysis

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

LSTM RNN for sentiment-based stock prediction

This program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock

No description or website provided.

[KBS] Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks

A word embeddings-based semi-supervised model for document scaling

A Python library for sentiment analysis of various tickers from the latest news by trusted sources, and tools to plot results. 📈📊📰

No description or website provided.

bert sentiment analysis tensorflow serving with RESTful API

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Natural Language Processing for Spanish in Node.js. Stemmer, sentiment analysis, readability, tf-idf with batteries, concordance and more!