Sentiment Analysis of Twitter Data (saotd)
Sentiment Analysis of Twitter Data (saotd) - Published in JOSS (2019)
cntext
text analysis, supporting multiple methods including word count, readability, document similarity, sentiment analysis, Word2Vec/GloVe, and Large Language Models (LLMs).文本分析包，支持字数统计、可读性、文档相似度、情感分析在内的多种文本分析方法。
obsei
Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .
asent
Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.
mexca
Multimodal Emotion eXpression Capture Amsterdam. Pipeline for capturing emotion expressions from multiple modalities (video, audio, text) in the wild.
ai-teacher-feedback-lesson
Evaluating AI in Teacher Performance Reviews: Benefits, Biases, and Best Practices
https://github.com/camel-lab/camel_tools
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
https://github.com/csinva/analyzing-patient-perspectives
Analyzing interview data from the PediDOSE EFIC interviews using LLMs.
https://github.com/ropensci/googlelanguager
R client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API
https://github.com/bagustris/w2v2-vad
A wrapper for Audeering's wav2vec-based dimensional speech emotion recognition
https://github.com/axa-group/nlp.js
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
tardis
tardis: Text Analysis with Rules and Dictionaries for Inferring Sentiment
https://github.com/bagustris/text-vad
VAD analysis of text using some affective lexicon (ANEW, SENTIWORDNET, and VADER)
https://github.com/ahmedshahriar/sentiment-analysis
Sentiment Analysis Projects
https://github.com/citiususc/polypus
Polypus: a Big Data Self-Deployable Architecture for Microblogging Text Extraction and Real-Time Sentiment Analysis
https://github.com/bernard-ng/drc-news-ml
DRC News Corpus, Towards a scalable and intelligent system for Congolese News curation
zensols.edusenti
EduSenti: Education Review Sentiment in Albanian (COLING paper)
nyt-sentiment-index
A daily sentiment index based on New York Times economic news.
https://github.com/cluebbers/nlp_deeplearning_spring2023
Implementing and fine-tuning BERT for sentiment analysis, paraphrase detection, and semantic textual similarity tasks. Includes code, data, and detailed results.
stock-market-prediction-web-app-using-machine-learning-and-sentiment-analysis
Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall
iwac-sentiment-analysis
Interactive visualization of sentiment analysis on the Islam West Africa Collection (IWAC) corpus, comparing ChatGPT vs Gemini with multilingual support and advanced filtering.
pet-project-nlp
Natural language processing pet project. It includes data web scraping, lemmatizing, stemming, and working with related words (hyponyms, hypernyms, meronyms, holonyms). This specific code gathers all data from chosen pages of the Suspilne (Суспільне) webpage. Next, the data is manipulated and processed for future analysis
https://github.com/aveek-saha/sentiment-based-stock-price-forecasting
Apple Stock Price Forecasting using Sentiment Analysis
comp396
Analyzing Language Bias Between French and English in Conventional Multilingual Sentiment Analysis Models
https://github.com/dimits-ts/large-text-nlp-survey
A survey paper exploring the use of state-of-the-art deep neural network architectures in NLP problems featuring very large documents.
xsnts-analyzer
Application that scrapes Twitter/X data, performs Polish-language text normalization and lemmatization, builds topic models with MALLET, and runs sentiment analysis for downstream analytics. Created as a project for Master Thesis.
music-analysis
Analysis of influence of music using multiple methods, i.e. clustering musical elements, graph centrality of samplings, predicting popularity from lyrics (2018)
sentiment-analysis-with-lstm-in-persian
sentiment analysis in Persian language by LSTM
trump-speech-analysis
Statistical patterns in political rhetoric: The quantitative analysis of Donald Trump's 2024 election campaign speeches
https://github.com/centre-for-humanities-computing/literary_evocation
Contains data of the Ficiton4 corpus and for our experiment on literary sentiment evocation
harnessing-llms-over-transformer-models-for-detecting-bengali-depressive-text-a-comprehensive-study
Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study