All Categories → Machine Learning → sentiment-analysis

Top 297 sentiment-analysis open source projects

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

✭ 51

javascript emoji nlp hashtag sentiment-analysis sentiment emoticons wink sentiment-classification sentiment-scores

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.

✭ 54

python deep-learning sentiment-analysis text-classification cuda pytorch dataset tsc news-articles sentiment-classification

textlytics

Text processing library for sentiment analysis and related tasks

✭ 25

python shell nlp natural-language-processing sentiment-analysis scikit-learn word-embeddings supervised-learning classification opinion-mining

DialogueCRN

Source code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations"

✭ 29

python shell natural-language-processing sentiment-analysis

CharLSTM

Bidirectional Character LSTM for Sentiment Analysis - Tensorflow Implementation

✭ 49

python natural-language-processing sentiment-analysis lstm char-level-cnn

LinLP

使用Python进行自然语言处理相关实践，如新词发现，主题模型，隐马尔模型词性标注，Word2Vec，情感分析

✭ 43

python nlp hmm sentiment-analysis lda

PBAN-PyTorch

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

✭ 33

python nlp natural-language-processing deep-learning sentiment-analysis pytorch attention-model aspect-based-sentiment-analysis

restaurant-finder-featureReviews

Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).

✭ 21

python HTML flask data-science machine-learning natural-language-processing text-mining mongodb sentiment-analysis web-scraping webapp flask-application scrapy tableau tripadvisor dataprocessing restaurant-reviews

SentimentAnalysis

Sentiment Analysis: Deep Bi-LSTM+attention model

✭ 32

python nlp deep-neural-networks twitter deep-learning sentiment-analysis neural-network word-embeddings pytorch embeddings lstm deeplearning computational-linguistics semeval attention-mechanism nlp-machine-learning twitter-messages sentiment-classification semeval-sentiment

stocktwits-sentiment

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

✭ 23

python sentiment-analysis tensorflow keras stock stock-market stock-price-prediction stocks stock-data hacktoberfest keras-neural-networks keras-tensorflow stock-analysis hacktoberfest-accepted hacktoberfest2021

fsauor2018

基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析

✭ 36

python sentiment-analysis tensorflow word2vec lstm multi-target

NTUA-slp-nlp

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

✭ 19

Jupyter Notebook python shell Makefile automata deep-learning sentiment-analysis word2vec word-embeddings attention transfer-learning attention-mechanism nlp-machine-learning lstm-neural-networks sentiment-classification openfst glove-embeddings rnn-pytorch kaldi-asr

Steward

A stock portfolio manager that provides neural net based short-term predictions for stocks and natural language processing based analysis on community sentiments.

✭ 25

java javascript FreeMarker CSS sentiment-analysis stock webapp stock-market stock-price-prediction porfolio

XED

XED multilingual emotion datasets

✭ 34

Jupyter Notebook perl Makefile sentiment-analysis classification emotion-detection emotion-recognition

InterGCN-ABSA

[COLING 2020] Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis

✭ 41

python shell sentiment-analysis pytorch graph-neural-networks

sentiment-analysis-of-tweets-in-russian

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

✭ 51

Jupyter Notebook nlp machine-learning tweets sentiment-analysis word2vec word-embeddings keras jupyter-notebook cnn embeddings machinelearning computational-linguistics convolutional-neural-network nlp-machine-learning word2vec-ru

nlpserver

NLP Web Service

✭ 76

python HTML Dockerfile shell nlp api sentiment-analysis language-detection entity-extraction article-extractor

ntua-slp-semeval2018

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

✭ 79

python deep-learning sentiment-analysis lstm attention semeval attention-mechanism emotion-recognition affect-recognition irony-detection

reddit-opinion-mining

Sentiment analysis and opinion mining of Reddit data.

✭ 15

r python reddit sentiment-analysis nltk opinion-mining sna

twitter-sentiment-analysis

Sentiment Analysis on twitter using Keras / TensorFlow / GloVe

✭ 29

python twitter deep-learning sentiment-analysis tensorflow keras

sentence-classification-pytorch

Sentiment analysis with variable length sequences in pytorch

✭ 34

Jupyter Notebook nlp deep-learning sentiment-analysis pytorch

Aspect-Based-Sentiment-Analysis

A python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.

✭ 57

Jupyter Notebook review sentiment-analysis sklearn classification multi-label-classification aspects stanford-pos-tagger semeval-sentiment aspect-category

CLUEmotionAnalysis2020

CLUE Emotion Analysis Dataset 细粒度情感分析数据集

✭ 3

python Jupyter Notebook shell sentiment-analysis corpus dataset chinese fine-grained emotion-recognition

fawkes

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

✭ 83

python HTML shell machine-learning deep-learning sentiment-analysis tensorflow summarization hacktoberfest user-reviews categorization fawkes

Chinese financial sentiment dictionary

A Chinese financial sentiment word dictionary

✭ 67

finance sentiment-analysis chinese textual-analysis media-sentiment

soan

Social Analysis based on Whatsapp data

✭ 106

python nlp sentiment-analysis word-cloud wordcloud whatsapp tf-idf whatsapp-statistics whatsapp-analysis soan

twitter-aws-comprehend

An app to analyze tweets using Amazon Comprehend's Sentiment Analysis service

✭ 13

python shell nlp aws twitter tweets sentiment-analysis splunk analyze-tweets

QuestionClustering

Clasificador de preguntas escrito en python 3 que fue implementado en el siguiente vídeo: https://youtu.be/qnlW1m6lPoY

✭ 15

Jupyter Notebook python nlp crawler machine-learning natural-language-processing deep-learning sentiment-analysis clustering word-embeddings inteligencia-artificial pln unsupervised-machine-learning techonology

PlanSum

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

✭ 25

python sentiment-analysis amazon text-generation reviews yelp opinions text-summarization summarization opinion-mining unsupervised-learning natural-language-generation rotten-tomatoes abstractive-text-summarization abstractive-summarization content-planning opinion-summarization

sentistrength id

Sentiment Strength Detection in Bahasa Indonesia

✭ 32

python sentiment-analysis opinion-mining sentiment-polarity sentiment-classification sentiment-lexicons sentistrength

Sentiment-Analysis-facebook-comments

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments

✭ 63

Jupyter Notebook python nlp sentiment-analysis facebook-graph-api facebook-comments k-means-clustering forecasting-model

ArSarcasm

This repository contains the Arabic sarcasm dataset (ArSarcasm)

✭ 18

sentiment-analysis arabic-nlp sarcasm-detection dialect-identification

pystocklib

Python library to Fetch & Analyze Stock Market data.

✭ 23

python sentiment-analysis stock-market historical-data news-extraction stock-market-analysis trend-analysis empirical-mode-decomposition

senticnetapi

Simple API to use SenticNet

✭ 69

python sentiment-analysis

Scon-ABSA

[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning

✭ 17

HTML python sentiment-analysis aspect-based-sentiment-analysis contrastive-learning

hfusion

Multimodal sentiment analysis using hierarchical fusion with context modeling

✭ 42

python sentiment-analysis fusion emotion-analysis emotion-detection emotion-recognition data-fusion multimodal-interactions multimodal-sentiment-analysis multimodal-fusion

phone-reviews-nlp

Modern NLP and sentiment analysis on amazon mobile phone reviews

✭ 21

Jupyter Notebook sentiment-analysis

converse

Conversational text Analysis using various NLP techniques

✭ 147

Jupyter Notebook python nlp machine-learning text-mining sentiment-analysis text scikit-learn nlu transformers pytorch spacy topic-modeling speech-to-text emotion-recognition conversational-ai huggingface callcenter-analysis

twitter mining

Twitter Mining in Java

✭ 25

java nlp twitter sentiment-analysis mining naive-bayes-classifier latent-dirichlet-allocation

pytorch-sentiment-analysis

char-rnn implementation for sentiment analysis on twitter data

✭ 32

python sentiment-analysis pytorch char-rnn char-cnn-rnn

athena

Opinion mining

✭ 25

python javascript nlp sentiment-analysis

rosette-elasticsearch-plugin

Document Enrichment plugin for Elasticsearch

✭ 25

java shell nlp elasticsearch machine-learning natural-language-processing text-mining identity-resolution sentiment-analysis fuzzy-search named-entity-recognition text-analytics elasticsearch-plugin categorization entity-extraction rosette-plugin fuzzy-name-matching

char-cnn-text-classification-tensorflow

Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.

✭ 55

python deep-learning sentiment-analysis tensorflow cnn

COVID-19-Tweet-Classification-using-Roberta-and-Bert-Simple-Transformers

Rank 1 / 216

✭ 24

Jupyter Notebook sentiment-analysis text-classification transformers transformer classification tweet bert sentiment-classification textclassification roberta covid-19 covid19

Dataset-Sentimen-Analisis-Bahasa-Indonesia

Repositori ini merupakan kumpulan dataset terkait analisis sentimen Berbahasa Indonesia. Apabila Anda menggunakan dataset-dataset yang ada pada repositori ini untuk penelitian, maka cantumkanlah/kutiplah jurnal artikel terkait dataset tersebut. Dataset yang tersedia telah diimplementasikan dalam beberapa penelitian dan hasilnya telah dipublikasi…

✭ 38

nlp sentiment-analysis datasets indonesian-language bahasa-indonesia sentiment-classification

AirBnbPricePrediction

Training and Testing a Set of Machine Learning/Deep Learning Models to Predict Airbnb Prices for NYC

✭ 47

python machine-learning sentiment-analysis neural-network airbnb newyork-data

amazon-reviews

Sentiment Analysis & Topic Modeling with Amazon Reviews

✭ 26

Jupyter Notebook python sentiment-analysis amazon topic-modeling logistic-regression lda nmf multinomial-naive-bayes

Text tone analyzer

Система, анализирующая тональность текстов и высказываний.

✭ 15

python sentiment-analysis text-classification emotion-analysis sentiment-analyser sentiment-classifier delta-tf-idf sentiment-classification lemmatization emotion-detection pymorphy2

SentimentAnalysis

基于新浪微博数据的情感极性分析

✭ 43

python sentiment-analysis svm weibo naive-bayes-classification

sentiment-analysis-imdb

This is a classifier focused on sentiment analysis of movie reviews

✭ 11

python HTML nlp machine-learning deep-learning sentiment-analysis sentiment-classifier

Real Time DataMining Software

携程/榛果民宿实时评论挖掘软件，包含数据的实时采集/数据清洗/结构化保存/ UGC 数据主题提取/情感分析/后结构化可视化等技术的综合性演示 Demo。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。主要克服用户打分和评论不一致，实时对携程和美团在线民宿的满意度进行评测以及对额外数据进行可视化的综合性工具，多维度的对在线 UGC 进行数据挖掘并可视化，demo 视频演示见链接。

✭ 43

python nlp demo sentiment-analysis data-spider data-mining-software real-time-anslysis ugc-analysis

soroka

Узнай, хорошо или плохо говорят о тебе или твоей фирме в Интернете! Наша "Сорока" с искусственным интеллектом принесёт тебе это на своём хвосте.

✭ 16

python sentiment-analysis cnn-classification reputation-management

pandas twitter

Analyzing Trump's tweets using Python (Pandas + Twitter workshop)

✭ 81

Jupyter Notebook python workshop sentiment-analysis jupyter-notebook pandas tweepy

twitter-sentiment-analysis

Streaming tweets with spark, language detection & sentiment analysis, dashboard with Kibana