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115 search results found

Awesome Twitter Data ⭐ 847

A list of Twitter datasets and related resources.

Bertweet ⭐ 542

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

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

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

Twitter Sentiment Analysis Tutorial 201107 ⭐ 373

Code to reproduce the simple sentiment analysis from my presentation

Twitter Sent Dnn ⭐ 263

Deep Neural Network for Sentiment Analysis on Twitter

Tweetfeels ⭐ 246

Real-time sentiment analysis in Python using twitter's streaming api

Twitter Sentiment Visualisation ⭐ 189

🌍 Sentiment analysis over real-time social media data, rendering live charts to visualise trends

Your Advanced Twitter stalking tool

Labeled Tweet Generator ⭐ 102

Search for tweets and download the data labeled with its polarity in CSV format

Analysing_twitter ⭐ 102

Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.

Sentiment analysis and visualization of real-time tweets using R

Bitcoin Value Predictor ⭐ 90

[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin

Ar Embeddings ⭐ 87

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

Twitter Sentiment Analysis ⭐ 86

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

Jobtweets ⭐ 84

🔍 This project is about searching the twitter for job opportunities using popular hashtags and applying sentiment analysis on this. #️⃣ 🐦

Bert Sentiment Analysis Turkish ⭐ 83

Sentiment Analysis with BERT in Turkish Tweets

Twitter Sentiment ⭐ 62

Sentiment Analysis of Twitter Feeds

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

Pandas_twitter ⭐ 54

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

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Turkish Tweets Sentiment Analysis ⭐ 52

This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

Twitter_sentiment_analysis ⭐ 51

A guide for binary class sentiment analysis of tweets.

Twitter Sentiment Analysis ⭐ 49

Applying twitter sentiment analysis to crypto trading

Open Dataset For Sentiment Analysis ⭐ 49

open datasets for sentiment analysis based on tweets in English/Spanish/French/German/Italian

Sentiment Analysis Of Tweets In Russian ⭐ 46

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

Sentiment Analysis On Twitter Data ⭐ 41

Sentiment analysis over twitter data (deep learning) in Python

Tweetmap ⭐ 39

A real time Tweet Trend Map and Sentiment Analysis web application with kafka, Angular, Spring Boot, Flink, Elasticsearch, Kibana, Docker and Kubernetes deployed on the cloud

Sentiment Analyzer ⭐ 39

Sentiment analysis on tweets and facebook comments

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Twitterreport ⭐ 34

Out-of-the-box analysis and reporting tools for twitter

French Sentiment Analysis Dataset ⭐ 30

A collection of over 1.5 Million tweets data translated to French, with their sentiment.

Sentimentstwitter ⭐ 29

Sentiment Analysis on Twitter Datasets

Twitter Sentiment Analysis ⭐ 29

Twitter crawler that uses sentiment analysis to determine whether tweets are positive or negative

Sentence Classification Pytorch ⭐ 28

Sentiment analysis with variable length sequences in pytorch

Pubnub Live Twitter Dashboard ⭐ 27

Analyze sentiment from tweets and display it on an interactive dashboard

Understanding_crypto_with_sentiment_analysis ⭐ 24

Serverless actions to perform sentiment analysis on tweets abut bitcoin

Centiment ⭐ 24

🤖 Crypto-currency sentiment analysis via Google Natural Language & Twitter.

Arabic Sentiment Analysis ⭐ 23

Sentiment Analysis in Arabic tweets

Simple Sentiment Analysis ⭐ 21

Simple text polarity classifier on Python

Sentimentanalysisdemo ⭐ 21

Talk on sentiment analysis of tweets using F#

Fasttext Sentiment Analysis For Tweets ⭐ 21

Essential about fastText architecture, cleaning, upsampling and sentiments for tweets.

Twitter Topic Modelling ⭐ 17

Topic Modelling and Sentiment Analysis on Tweets Using LDA

Tweets Nlp Elasticsearch ⭐ 16

A quick Elasticsearch/Logstash/Kibana (ELK) 7.x environment to quickly ingest realtime filtered tweets, perform Natural Language Processing (NLP), store in Elasticsearch (ES), and visualize in Kibana.

Twisentr ⭐ 16

Shiny App for tweet and sentiment analysis

Twittersentimentanalysis ⭐ 16

💹 A web app to search twitter based on #Hashtags and calculate the sentiment of tweets.

Kaggle Twitter Sentiment Analysis ⭐ 15

Kaggle Twitter Sentiment Analysis Competition

Trump Tweet Analysis ⭐ 14

Data and sentiment analysis of Trump's tweets

Bert Tweets Analysis ⭐ 14

BERT Twitter sentiment analysis API

Hinglish Sentiment Analysis ⭐ 14

In this project we work on the sentiment analysis of Hinglish tweets, which are the tweets written entirely in Latin script but containing slang words from English and Hindi. Hinglish is a very famous and an informal language of India.

A Python Bot for Scraping Conversations from Twitter

Arsarcasm ⭐ 14

This repository contains the Arabic sarcasm dataset (ArSarcasm)

100 Days Of Code ⭐ 14

The 100 days of code challenge ✨

Tweet Classification ⭐ 14

3000 Tweet Classification

Twitter Sentiment Analysis ⭐ 13

R shiny web application to scrape tweets based on user-defined search keyword and perform sentiment analysis of the tweets. Sentiment analysis of tweets consists of classifying tweets into emotion classes (i.e., anger, disgust, fear, joy, sadness and surprise) and also polarity classes (i.e., negative, neutral and positive) using naïve Bayes classifier. The tweets are scraped, classified into sentiment classes and visualized in R using twitteR, sentiment and ggplot2 packages, respectively.

Twitter Api Sentiment Analysis ⭐ 13

Sbsps Challenge 861 Sentiment Analysis Of Covid 19 Tweets Visualization Dashboard ⭐ 12

Solution for the IBM Hack Challenge 2020 problem : Sentiment Analysis of COVID-19 Tweets – Visualization Dashboard

Twitter Aws Comprehend ⭐ 12

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

Twitter Sentiment Analysis ⭐ 12

It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text analysis, data analysis and data visualization

Stockpredictionwithsentiment ⭐ 12

This repository delineates the affect of social perception on the stock price of a company

Twitter_sentiment ⭐ 11

Live national sentiment analysis using tweets

Twitter Sentiment Analysis ⭐ 11

Full workflow to perform sentiment analysis on Twitter data. Contains crawlers, parsers, preprocessing, machine learning model creation, and various plots.

Twitter Sentiment Analysis ⭐ 11

Command line tool for Sentiment analysis of tweets - done for data mining sem project

Twitter Sentiment Analysis ⭐ 10

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

Polyglot Native Demo ⭐ 10

Polyglot Native Demo: Sentiment Analysis of Tweets

Twitter Sentiment Analysis ⭐ 10

An example of sentiment analysis on Twitter.

Infertweet ⭐ 10

Infer information from Tweets. Useful for human-centered computing tasks, such as sentiment analysis, location prediction, authorship profiling and more!

Easysentiment ⭐ 10

GUI Application for Twitter Scraping and Sentiment Analysis.

Forecasting Us Elections ⭐ 10

Extraction of tweets and Perform sentiment analysis on the presidential candidature of Donald Trump, Joe Biden and Kanye West in the upcoming elections in US in November, 2020.

Tweet Summary Bot ⭐ 10

A twitter bot written in Typescript to check the most frequent words and sentiment analysis by a particular twitter user, currently focused on English and Bahasa Indonesia.

Nextbigcrypto Senti ⭐ 10

Sentiment Analysis and Trend Monitoring to Predict Cryptocurrency Market Movements

Trend Analyzer ⭐ 10

Analyses trends in upcoming movie's anticipation.

analysis of emoji in tweets by location

Sentiment Analysis of Twitter Data (saotd)

Sentiment analysis on Tweets in Real-Time

Wwdc19 Submission ⭐ 8

👨🏻‍🎓 WWDC19 Scholarship Submission

Sentiment Analyzer ⭐ 8

Model for Sentiment Analysis using Naive Bayes and CNN, and implementation of Model on Tweets and Web Application using React

Twitter Sentiment Analysis ⭐ 8

This project develops a deep learning model that trains on 1.6 million tweets for sentiment analysis to classify any new tweet as either being positive or negative.

Googleapis ⭐ 8

R client for accessing Google Cloud Natural Language APIs

Twitter Sentiment Analysis ⭐ 7

Texblob/NLTK Comparison for Sentiment Analysis based on tweets.

Stocktwit_sentimentanalysis ⭐ 7

Repo to perform Sentiment Analysis on StockTwits

Irony_detection ⭐ 7

Code and data used for participation in SemEval-2018 Task 3: "Irony detection in English tweets"

Stock_market_sentiment ⭐ 7

Resources for Sentiment Analysis on Stock Market Text

Twitter Sentiment Analysis ⭐ 7

Perform sentiment analysis on tweets using NLTK and TextBlob!

Twitter Sentiment Analysis ⭐ 7

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

Sentimentminer ⭐ 7

Weibo Sentiment Analysis and Visualization

Digicurr Sentiment ⭐ 6

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

Twitter Sentiment Analyzer ⭐ 6

A python project which fetches live tweets & classifies them using Naive Bayes Classifier

Sentiment Analysis Of Twitter Data Using Logistic Regression ⭐ 6

Sentiment Analysis of Twitter Data Using Logistic Regression

Cryptocurrency Analysis Python ⭐ 6

Time series forecasting using RNN, Twitter Sentiment Analysis and Turtle Trading Strategy applied on Cryptocurrency

Public Sentiment Analysis Based On Twitter Hashtags ⭐ 6

This project focuses on sentiment analysis. Social Sentiment analysis is the use of natural language processing (NLP) to analyze social conversations online and determine deeper context as they apply to a topic, brand or theme.

Nse_sentiment_analysis ⭐ 6

A tool that crawls Nairobi Stock Exchange(NSE) Listed Companies' financial news then computes the polarity for that day(Positive, Negative or Neutral).

Covid_sentiment_twitter ⭐ 6

My capstone project for Udacity Machine Learning Nanodegree

Sentimentanalysis ⭐ 6

Sentiment Analysis model using Linear SVM and collection of Tweets about Star Wars Rogue One Movie

Sentiment Analysis ⭐ 6

Sentiment Analysis from movie reviews,tweets from the twitter

Twitter Sentiment Analysis ⭐ 6

💬 🎭 Twitter sentiment analysis webapp

Twittersentiment ⭐ 6

A tiny library to wrap Twitter API results with sentiment analysis and deploy as an Amazon lambda service.

NodeJS backend for SentiSocial

Twitter 2020 Sentiment Analysis ⭐ 6

Sentiment Analysis Project using Natural Language Processing (NLP) Techniques

Sentiment Analysis By Combining Machine Learning And Lexicon Based Methods ⭐ 6

This project is on twitter sentimental analysis by combining lexicon based and machine learning approaches. A supervised lexicon-based approach for extracting sentiments from tweets was implemented. Various supervised machine learning approaches were tested using scikit-learn libraries in python and implemented Decision Trees and Naive Bayes techniques.

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