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41 search results found

Stocksight ⭐ 1,557

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

Twitter_nlp ⭐ 817

Twitter NLP Tools

Hate Speech And Offensive Language ⭐ 698

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

Ekphrasis ⭐ 583

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

Botonic ⭐ 439

Build chatbots and conversational experiences using React

Tock, the open source conversational AI toolkit.

Deep Learning Nlp Rl Papers ⭐ 286

Recent Deep Learning papers in NLU and RL

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

Tweetnlp ⭐ 226

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.

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Liveactionmap ⭐ 165

An attempt to map the areas with active conflict in Ukraine using open source twitter data.

Your Advanced Twitter stalking tool

Twitterner ⭐ 134

Twitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.h

Twitter Sentiment Cnn ⭐ 133

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

Twitter Sentiment Analysis ⭐ 86

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

Twitterscraper ⭐ 86

Scrape a User's Twitter data! Bypass the 3,200 tweet API limit for a User!

News Headlines Dataset For Sarcasm Detection ⭐ 68

High quality dataset for the task of Sarcasm Detection

Twitter Sentiment Analysis ⭐ 62

This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event

Hashformers ⭐ 56

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

Sedtwik Event Detection From Tweets ⭐ 55

Segmentation based event detection from Tweets. Published at NAACL SRW 2019

Twitter Sentiment Tracker ⭐ 55

Dash app for classifying tweets in real-time

Elk_twitter ⭐ 52

This is a data pipeline for Twitter (ETL) using the elastic stack Elasticsearch, Logstash and Kibana (version 6.1)

Twitter_sentiment_analysis ⭐ 51

A guide for binary class sentiment analysis of tweets.

Metrotwitter ⭐ 48

What Twitter reveals about the differences between cities and the monoculture of the Bay Area

Should I Follow ⭐ 41

🦄 An NLP application just for the lols: built with Haystack to get an overview of what a user is posting about on Twitter

Twitter_geolocation ⭐ 35

Geolocating twitter users by the content of their tweets

Code for project for Applied NLP class.

Twitter Nlp ⭐ 34

A web application for real-time machine learning and sentiment analysis on Tweets

Armchair Expert ⭐ 31

Machine Learning Chatbot

Sentiment Analysis ⭐ 31

Twitter Sentiment Analysis

Robertuito ⭐ 28

A pre-trained language model for social media text in Spanish

Tutorial Resources ⭐ 25

Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021

Twitter_mining ⭐ 23

Twitter Mining in Java

Analyzing social media sentiment and its impact on stock market

Indonesian Twitter Emotion Dataset ⭐ 22

Indonesian twitter dataset for emotion classification task

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Turkishbertweet ⭐ 21

TurkishBERTweet: Fast and Reliable Large Language Model for Social Media Analysis

Data Collection System For NLP/Speech Recognition

Verifytweet ⭐ 21

Verify Tweet from Image

Awosome Ai In Social Media ⭐ 21

💻 Collect those AI & Bot use in social media wechat/facebook/twitter/instagram/weibo/TikTok etc.

Sentiment140 ⭐ 20

R package for sentiment text analysis

Mytwitterbot ⭐ 20

A Twitter bot powered by a Recurrent Neural Network (RNN)

KAREN: Unifying Hatespeech Detection and Benchmarking

Automated ⭐ 19

[IJCNLP 2017 - Accepted] Multi-tasking deep learning framework that achieves state-of-the-art results in sentiment analysis, topic prediction, and hashtag recommendation.

Python package to clean raw tweets for ML applications.

Datastories Semeval2017 Task6 ⭐ 19

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

Collect Twitter data and create topic models with R

Ironydetectionintwitter ⭐ 16

A Simple and Accurate Neural Network Model for Irony Detection in Twitter

Resources ⭐ 16

Curated list of resources for various topics, articles, tutorials, etc I've found useful.

Scryptool ⭐ 16

Social Analysis of Cryptocurrencies + NLP

Twitter Toolbox ⭐ 16

A suite of tools for collecting, pre-processing, analyzing and sentiment-scoring twitter data

NERD Machine Learner

Nlp Twitter Stock Trader ⭐ 14

Utilises NLP sentiment analysis from tweets in order to trade stocks

Emoji-Emotion dataset: An emoji-centric NLP resources based on Twitter Data

Twitterhybridclassifier ⭐ 13

Source code for the Twitter Hybrid Sentiment Classifier used in Semeval 2014 competition. (Sentiment Analysis system)

Twitter analytics using textbox

Twitter Sentiment Analyzer ⭐ 13

Twitter Sentiment Analyzer

Sentiment Analysis Twitter Word2vec Keras ⭐ 13

A tweet sentiment classifier using word2vec and Keras. This Keras model can be saved and used on other tweet data, like streaming data extracted through the tweepy API.

Twitter Sentiment Analysis Nlp Hackathon ⭐ 12

Problem Statement: Given the tweets from customers about various tech firms who manufacture and sell mobiles, computers, laptops, etc, the task is to identify if the tweets have a negative sentiment towards such companies or products.

Twitter Bot ⭐ 12

👻 Markov chain-based Japanese twitter bot

Twitter Aws Comprehend ⭐ 12

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

Twitter Dash ⭐ 12

A simple twitter dashboard

Tweets Collector ⭐ 12

Collect tweets (tweets corpus) using Twitter API. Collection can be based on hashtags, keywords, geographical location

Node Twitter Korean Text ⭐ 11

(Deprecated) use open-korean-text

Project_twitter_nlp ⭐ 11

Building Event Extraction and Trending Framework for Twitter

Twitternewsanalyserbot ⭐ 11

Creation of a Twitter Bot which analyses and compares the similar kind of news and plots the polarity and subjectivity of the news channel on trending topic. A sample plot is shown at the end of the file. So the next update or task would be adding new news channels and comparing their similar news.

Twitter Sentiment Analysis ⭐ 11

Very basic web app project that grabs a twitter stream and runs it through Stanfords Core NLP

R Shiny app for tweet analysis

Twitter Sentiment Analysis ⭐ 10

What if we could see the emotions and moods of people through the breadcrumbs they leave on Twitter ?

Nlp_resources ⭐ 10

Resources related to NLP

Twitterinfluencerai ⭐ 10

An AI that generates tweets inspired by famous "influencers" using NLP

Twitpersonality ⭐ 9

TwitPersonality: Computing Personality Traits from Tweets using Word Embeddings and Supervised Learning

The Potsdam Twitter Sentiment Corpus

Parabains Bot ⭐ 8

Muitos parabains

🤖 Automatic uzimaru bot projects🤖

Hate Speech Detection Survey ⭐ 8

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

Deeptrust ⭐ 8

DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies

Analisis Sentimen Corona Dki Jakarta ⭐ 7

Analisis Sentimen Corona DKI Jakarta menggunakan TF-IDF Vectorizer & Support Vector Machine

Tfm Analisis_sentimientos_twitter Uoc ⭐ 7

TFM - Análisis de sentimientos en Twitter

Twitter Profile Analyzer ⭐ 7

Analysis of a Twitter profile for discerning their preferences.

Nlp Hashtag Parser ⭐ 7

split lower case twitter hash tags by word entropy 🤯

Twitter_sentiment_bert_scikit ⭐ 7

Twitter US Airline数据集情感分析（sentiment Analysis），使用Bert Sentence encoding作为特征，实现了SVM、XGBoost、RandomForest（随机森林）若干分类

Aoc_reply_dataset ⭐ 7

Building a dataset of Twitter replies for unsupervised learning / bot-blocking

Twitter Sentiment Analysis ⭐ 7

Creating a Gradio user interface to predict the sentiment of a tweet

Nlp Disaster Analysis ⭐ 7

nlp-disaster-analyasis

Italian Sentiment Analysis With Spark ⭐ 7

Application of Sentiment Analysis of Italian tweet with Python and Spark

Sentiment Analysis Of Twitter Data Using Logistic Regression ⭐ 6

Sentiment Analysis of Twitter Data Using Logistic Regression

Tweetanalyzer ⭐ 6

An environment for analyzing Twitter

Twitter Sentiment Analysis Using R Shiny ⭐ 6

Project based on text mining:

Twitter_hate_speech_detection ⭐ 6

Capstone project to automate Twitter hate speech detection with classification modeling.

Verifi Icwsm 2018 ⭐ 6

Supplemental materials for Karduni et al. (ICWSM 2018) - "Can You Verifi This? Studying Uncertainty and Decision-Making about Misinformation in Visual Analytics"

Twitter 2020 Sentiment Analysis ⭐ 6

Sentiment Analysis Project using Natural Language Processing (NLP) Techniques

Digicurr Sentiment ⭐ 6

Uses natural language processing (NLP) on tweets related to cryptocurrencies to determine positive, negative, or neutral sentiment.

Twitter Turing Test ⭐ 6

A game where you need to guess whether a tweet comes from a human, or from a neural network language model trained on a category of tweets.

Automaticdetectionofhatespeech ⭐ 6

Misinformation Detection Demis ⭐ 5

Resource for misinformation research on Twitter. Official resource of the paper "DeMis: Data-efficient Misinformation Detection using Reinforcement Learning", ECML-PKDD 2022

A Novel Recursive Network For Irony Detection In Tweets ⭐ 5

Course Project (ELEC 880 @ Queen's University)

Bumblebee ⭐ 5

Natural Language Processing , LSTM , CNN, NER

Twitter Trend Analyzer Using Nlp ⭐ 5

Sentiment Analysis of Bollywood Trends on Twitter dataset.

An accidental haiku identifier utilizing the twitter api, the CMU Pronunciation dictionary, Hibernate ORM, and Spring Web MVC.

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