twitter-sentiment-analysis

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shirosaidev /stocksight

Star2.4k

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

python elasticsearch natural-language-processing twitter sentiment-analysis sentiment twitter-streaming-api stock-market nltk stock-price-prediction tweepy twitter-sentiment-analysis vader-sentiment-analysis stock-prediction textblob stock-analysis stock-analyzer

UpdatedDec 5, 2023
Python

Chulong-Li /Real-time-Sentiment-Tracking-on-Twitter-for-Brand-Improvement-and-Trend-Recognition

Star311

A real-time interactive web app based on data pipelines using streaming Twitter data, automated sentiment analysis, and MySQL&PostgreSQL database (Deployed on Heroku)

twitter dashboard tweets plotly stream-processing dash data-analysis topic-tracking twitter-sentiment-analysis streaming-data heroku-server brand-improvement

UpdatedMay 11, 2020
Jupyter Notebook

digitalepidemiologylab /covid-twitter-bert

Star184

Pretrained BERT model for analysing COVID-19 Twitter data

twitter pretrained-models twitter-sentiment-analysis twitter-data bert-model

UpdatedMar 25, 2023
Python

the-javapocalypse /Twitter-Sentiment-Analysis

Star162

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

python nlp twitter tweets sentiment-analysis sentiment python3 tweepy twitter-sentiment-analysis textblob

UpdatedFeb 28, 2023
Python

P7h /Spark-MLlib-Twitter-Sentiment-Analysis

Star140

🌟 ✨ Analyze and visualize Twitter Sentiment on a world map using Spark MLlib

visualization machine-learning scala spark spark-streaming twitter-sentiment-analysis naive-bayes-classification spark-mllib

UpdatedApr 27, 2021
Scala

FinTwit-Bot is a Discord bot designed to track and analyze financial markets by pulling data from platforms like Twitter, Reddit, and Binance. It features customizable tools for sentiment analysis, market trends, and portfolio tracking to help traders stay informed and make data-driven decisions.

twitter options crypto reddit sentiment-analysis discord discord-bot forex cryptocurrency stocks twitter-sentiment-analysis financial-analysis sentiment-classification nft tradingview binance cryptocurrency-prices stocktwits ccxt coingecko

UpdatedOct 20, 2025
Python

alvarobartt /twitter-stock-recommendation

Sponsor

Star125

Simple Stock Investment Recommendation System based on Machine-Learning algorithms for prediction and Twitter Sentiment Analysis.

python machine-learning stock-price-prediction twitter-sentiment-analysis stock-prediction investment-analysis

UpdatedJan 2, 2020
Python

vinitshahdeo /jobtweets

Sponsor

Star123

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

python hashtag twitter tweets sentiment-analysis twitter-api jobs tweepy twitter-sentiment-analysis jobsearch textblob job-opportunities

UpdatedAug 12, 2024
Python

agrawal-rohit /tweet-sense

Star99

Sentiment analysis dashboard for Twitter hashtags

sentiment-analysis twitter-api cnn lstm tweepy twitter-sentiment-analysis

UpdatedDec 2, 2025
Jupyter Notebook

ruanchaves /hashformers

Star76

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

nlp natural-language-processing twitter deep-learning sentiment-analysis paper transformers transformer segmentation twitter-sentiment-analysis word-segmentation sentiment-polarity bert sentiment-classification tweet-analysis hashtag-segmentor tweets-classification transformers-gpt2 large-language-models llms

UpdatedOct 29, 2025
Python

timmmGZ /Weibo-sentiment-analysis-and-crawler

Star74

情感分析，微博情感分析，微博水军检测，水军检测，营销粉检测，僵尸粉检测，微博爬虫

twitter sentiment-analysis weibo twitter-sentiment-analysis bot-detection sentiment-classification weibo-spider weibo-sentiment-model weibo-crawler

UpdatedFeb 22, 2021
Jupyter Notebook

ezgisubasi /turkish-tweets-sentiment-analysis

Star62

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

nlp deep-learning tweets sentiment-analysis keras n-grams data-visualization glove twitter-sentiment-analysis turkish-language zemberek-nlp glove-embeddings zemberek text-preprocessing turkish-nlp

UpdatedOct 10, 2023
Jupyter Notebook

mertkahyaoglu /twitter-sentiment-analysis

Star62

Twitter Sentiment Analysis For Turkish Language

python twitter nltk twitter-sentiment-analysis

UpdatedJun 2, 2019
Python

P7h /StormTweetsSentimentAnalysis

Star62

Computes sentiment analysis of tweets of US States in real-time using Storm.

java hadoop storm twitter-sentiment-analysis

UpdatedAug 6, 2016
Java

kbastani /sentiment-analysis-twitter-microservices-example

Star60

A sample application that demonstrates how to build a graph processing platform to analyze sources of emotional influence on Twitter.

spring-boot neo4j graph-algorithms spring-data pagerank twitter-sentiment-analysis

UpdatedSep 25, 2019
Java

roshancyriacmathew /Twitter-sentiment-analysis-using-Python-Machine-Learning-Project-8

Star59

This project walks you on how to create a twitter sentiment analysis model using python. Twitter sentiment analysis is performed to identify the sentiments of the people towards various topics. For this project, we will be analysing the sentiment of people towards Pfizer vaccines. We will be using the data available on Kaggle to create this mach…

python machine-learning twitter sentiment-analysis twitter-sentiment-analysis machine-learning-projects machinelearning-python pythonprojects the-ai-and-ds-channel