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Projects in Awesome Lists tagged with vader-sentiment-analysis

A curated list of projects in awesome lists tagged with vader-sentiment-analysis .

https://github.com/apanimesh061/vadersentimentjava

Java port of Python NLTK Vader Sentiment Analyzer. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

java-8 nltk sentiment-analysis vader-sentiment-analysis

Last synced: 10 Apr 2025

https://github.com/zainulmustafa/stock-prediction-using-news-info-sentiment

Application of LSTM on stock data with integration of news info. It turns out that finance and political news directly relate to the stock prices.

keras-tensorflow nltk numpy python36 requests-html sklearn vader-sentiment-analysis

Last synced: 05 Dec 2024

https://github.com/asaficontact/learning_to_beat_the_random_walk

In this project, I explore various machine learning techniques including Principal Component Analysis (PCA), Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Sentiment Analysis in an effort to predict the directional changes in exchange rates for a list of developed and developing countries.

asset-pricing carry-trade cosine-similarity exchange-rates exchange-rates-forecasting financial-econometrics financial-economics forex forex-prediction latex neural-networks news-articles object-oriented-programming principal-component-analysis sentiment-analysis shinyapps support-vector-machines textblob-sentiment-analysis tf-idf vader-sentiment-analysis

Last synced: 22 Jun 2025

https://github.com/bugthesystem/sentiment

Sentiment analysis using VADER in Scala

scala sentiment-analysis vader vader-sentiment-analysis

Last synced: 11 Feb 2025

https://github.com/aravindvnair99/spot-the-hole

Fully autonomous and intelligent platform to detect, monitor and manage potholes issues. An end-to-end system with a PWA front-end for users to report potholes and government authorities to track and manage them.

automl busboy cookie-parser ejs ejs-express express firebase firebase-auth firebase-authentication firebase-firestore firebase-functions firebase-hosting firebase-storage gcp hacktoberfest potholes pwa vader vader-sentiment-analysis vadersentiment

Last synced: 15 Apr 2025

https://github.com/nemeslaszlo/sentiment-analysis-and-stock-values

Sentiment analysis of economic news headlines and examining their effects on stock market changes without the full article or analysis. Awareness and click generation are important roles for business news headlines as well. The effect can be demonstrated.

bert data-science data-visualization nltk recurrent-neural-network tensorflow textblob vader-sentiment-analysis

Last synced: 01 Dec 2024

https://github.com/sam120204/fin4all

Fin4All is an all-in-one investment assistant that democratizes access to real-time stock analysis, sentiment-driven insights, and personalized investment recommendations for investors of all experience levels.

agents django docker embeddings fingpt finhub fintech fintech-app google-cloud langchain llm matplotlib mongodb numpy openai stock stock-market streamlit vader-sentiment-analysis yahoo-finance

Last synced: 11 Jun 2025

https://github.com/yukigeshiki/sentiment-analysis-cli-rust

A CLI tool to perform simple sentiment analysis written in Rust, using a Rust port of VADER.

cli rust sentiment-analysis vader-sentiment-analysis webscraping

Last synced: 10 Apr 2025

https://github.com/sayakpaul/data-science-tweets-analysis

Byte sized analysis of Data Science Tweets

tweepy vader-sentiment-analysis

Last synced: 12 May 2025

https://github.com/yash22222/terrorist-activity-forecasting-and-risk-assessment-system

In an era marked by global security challenges, the "TAFRAS" emerges as a cutting-edge solution to tackle the ever-evolving threat of terrorism. The project is grounded in the urgent need for predictive systems that can anticipate, assess, and mitigate potential terrorist activities.

corpora data-vizualisation folium-maps gensim global-terrorism-database lda machine-learning matplotlib networkx nltk nmf numpy pandas python random-forest-classifier seaborn sklearn spacy textblob vader-sentiment-analysis

Last synced: 24 Feb 2025

https://github.com/frikishaan/tweet-sentiment-analysis

A tweet sentiment analysis app using Node.js and vanilla JS.

nodejs sentiment-analysis tweet-sentiment-analysis vader vader-sentiment-analysis

Last synced: 26 Feb 2025

https://github.com/darenasc/lyrics-sentiment-analysis

A project using VADER sentiment analysis library to classify the sentiment of the lyrics of an artist.

lyrics nlp sentiment-analysis vader-sentiment-analysis

Last synced: 02 Apr 2025

https://github.com/cjunwon/youtube-data-analysis

End-to-end Youtube data analysis project using Youtube Data API, MySQL, AWS, Flask

aws-rds data-analysis datapipeline flask nlp pandas python shell sql vader-sentiment-analysis youtube youtube-api

Last synced: 03 Apr 2025

https://github.com/sukanyadutta52/sentiment-analysis

An Analysis of How Machine Perceives Women and How Women Feel about Themselves As a Result of This Perception: Sentiment Analysis

flair matplotlib nltk-library pandas regular-expression sentiment-analysis spacy textblob vader-sentiment-analysis women-beauty-standard

Last synced: 28 Mar 2025

https://github.com/oshinrathor/ml-nlp-projects

This repository contains a collection of Machine Learning and NLP projects, including sentiment analysis with NLTK, text preprocessing, and deep learning models. It covers techniques like tokenization, stopword removal, lemmatization, rule-based analysis, and transformer models like BERT for practical NLP applications.

bert deep-learning fine-tuning imdb-dataset lstm machine-learning neural-network nltk polarity preprocessing sentiment-analysis tensorflow textblob tokenization transformer vader-sentiment-analysis

Last synced: 20 Feb 2025

https://github.com/karlyndiary/amazon-sentiment-analysis-eda

Amazon Customer Reviews Sentiment Analysis utilizing Python for Data Extraction and Pre-Processing, with real-time data from the Amazon API and Tableau for dashboard visualizations.

amazon-api api-data-extraction dashboard data-cleaning data-pipeline data-visualization etl roberta-sentiment-analysis sentiment-analysis tableau-dashboards vader-sentiment-analysis

Last synced: 22 Mar 2025

https://github.com/tj2904/pp-api

An API providing sentiment-scored news for PositivePress using the Vader NLP algorithm. A consuming frontend can be found at: https://github.com/tj2904/positive-press

beautifulsoup fastapi feedparser nltk vader-sentiment-analysis

Last synced: 19 Feb 2025

https://github.com/ariessa/twitter-sentiment-analysis-using-vader

Sentiment Analysis Using VADER on texts gathered from Twitter

social-media twitter twitter-api vader-sentiment-analysis

Last synced: 26 Feb 2025

https://github.com/kimaruthagna/datascience-dashboard

Learning streamlit as a dashboard and viz tool for data science projects

cnn-classification python3 streamlit tweepy twitter-api vader-sentiment-analysis vadersentiment

Last synced: 18 Mar 2025

https://github.com/daelsepara/vadersentimentanalysis

Sentiment Analysis Using VADER (Valence Aware Dictionary and sEntiment Reasoner) and C#

sentiment-analysis vader vader-sentiment-analysis vader-sentiment-analyzer

Last synced: 19 Feb 2025

https://github.com/daelsepara/sentimentanalyzer

Graphical User Interface (GUI) for Sentiment Analysis using VADER (Valence Aware Dictionary and sEntiment Reasoner)

sentiment-analysis vader vader-sentiment-analysis vader-sentiment-analyzer

Last synced: 19 Feb 2025

https://github.com/aubainmbk/analyse-des-avis-clients-amazon

Utiliser l’analyse des sentiments et le clustering sur des avis Amazon à des fins de marketing et de satisfaction des clients.

clustering marketing-analytics nlp-machine-learning nltk pca spacy vader-sentiment-analysis

Last synced: 30 Mar 2025

https://github.com/ds-python-programmers-spectrum/flipkart-sentimental_analysis-app

The Flipkart Sentiment Analysis project aims to analyze customer reviews of Flipkart products using Natural Language Processing (NLP) and visualize insights through a Streamlit-based web application. This system will classify customer feedback as positive, negative, or neutral

machine-learning nltk numpy pandas sentiment-analysis streamlit-webapp textblob vader-sentiment-analysis

Last synced: 22 Jun 2025

https://github.com/hiresh9/sentiment-analysis

Sentiment Analysis is a natural language processing (NLP) technique used to determine the sentiment expressed in a piece of text. The goal is to analyze and categorize the emotions conveyed by the text, typically into categories such as positive, negative, or neutral. This process can help businesses understand customer opinions

huggingface-transformers python roberta-model vader-sentiment-analysis

Last synced: 24 Mar 2025

https://github.com/lasyakonduru/web-app-for-sentiment-analyzer-a-comprehensive-tool-for-analyzing-text-and-dataset-sentiments

A powerful and user-friendly tool for analyzing sentiments in text and datasets. This app leverages advanced sentiment analysis techniques to provide real-time insights, helping users classify text as Positive, Negative, or Neutral, and visualize sentiment trends for better decision-making.

data-visualization machine-learning natural-language-processing python sentiment-analysis streamlit vader-sentiment-analysis webapp

Last synced: 02 Apr 2025

https://github.com/alexquilis1/sentiment_analysis

flask web app for sentiment analysis of news articles

flask news-api nlp python sentiment-analysis vader-sentiment-analysis

Last synced: 22 Jun 2025

https://github.com/sasank-sasi/subtheme-sentiment-analysis-for-review

"Comprehensive Subtheme Sentiment Analysis of Customer Reviews Using Advanced NLP Techniques"

matplotlib natural-language-processing nltk plotly python scikit-learn spacy vader-sentiment-analysis

Last synced: 28 Mar 2025

https://github.com/yahya123-hub/ai-text-filtering-system-

Empower your content moderation with the console based AI text filtering system. Seamlessly filter and flag inappropriate or harmful content with precision and efficiency.

ai nrc-emotion-lexicon python spam-detection text-classification vader-sentiment-analysis

Last synced: 20 Mar 2025

https://github.com/gopireddy99/sentiment_analysis_nlp

Basics and simple sentiment analysis using sample dataset and VADER Sentiment Analysis in NLP

nlp sentiment-analysis vader-sentiment-analysis wordcloud

Last synced: 02 Apr 2025

https://github.com/pratikagarwalla/sentiment-analysis-youtube

The YouTube Comment Sentiment Analysis App analyzes the sentiment of comments on a given YouTube video. It helps users understand whether viewers are reacting positively, negatively, or neutrally to a video. This can be useful for content creators, marketers, and businesses to gauge audience reactions and feedback effectively.

matplotlib nltk pandas python streamlit vader-sentiment-analysis

Last synced: 03 Mar 2025

https://github.com/sayande01/amazon_review_sentiment_analysis

This project is a tutorial on sentiment analysis in Python, using two approaches: VADER and the transformer-based RoBERTa model from Hugging Face. The Jupyter Notebook guides you through data preprocessing, model implementation, and result interpretation, showcasing traditional and advanced NLP techniques for sentiment analysis.

nltk roberta-model transformer vader-sentiment-analysis

Last synced: 06 Apr 2025

https://github.com/anand-gith/tweetsentianalysis

Analyzing correlation of Elon Musk tweets and stock prices of Tesla using Sentiment Analysis

musk nltk-library nltk-python sentiment-analysis stock-prices tesla tweets twitter vader-sentiment-analysis

Last synced: 19 Feb 2025

https://github.com/harmanveer-2546/sentiment-analysis-of-amazon-fine-food

For this project, machine learning algorithms are used on amazon fine food reviews dataset to analyze if the given review is a positive review or a negative review.

mathplotlib nlp-machine-learning ntlk numpy pandas pipeline python roberta-model seaborn transformer vader-sentiment-analysis

Last synced: 28 Feb 2025

https://github.com/rajputpritesh1/flipkart-review-sentiment-analysis

A simple web app for analyzing Flipkart-style reviews using VADER sentiment analysis. Built with Flask, Bootstrap, and Chart.js to display real-time sentiment scores with visualizations.

aiml bootstrap chartjs flask machine-learning nlp python review-analysis sentiment-analysis text-classification vader vader-sentiment-analysis visualization webapp

Last synced: 09 Apr 2025

https://github.com/aquatiko/textblob-vs-vadersentiment-analysis

A comparasion between TextBlob library's sentiment analysis method and nltk's vaderSentiment Analysis method. Used movie review dataset which comes with nltk module.

comparison natural-language-processing nltk textblob-sentiment-analysis vader-sentiment-analysis

Last synced: 14 Mar 2025

https://github.com/abdul-aa/black-friday-consumer-experience--before-and-after-covid-

Analyzed posts on Reddit related to Black Friday using topic modeling, sentiment analysis, linear regression, and other statistical techniques to uncover user attitudes and trends.

causal-inference lda-model linear-regression natural-language-processing textpreprocessing topic-modeling vader-sentiment-analysis

Last synced: 14 Mar 2025

https://github.com/maxim-mazurok/vader-sentiment-cpython

Updated replacement for vader-sentiment (vaderSentiment-js) that runs original vaderSentiment natively, using CPython.

cpython node node-gyp node-js nodejs npm-package sentiment-analysis vader vader-sentiment vader-sentiment-analysis vadersentiment wip

Last synced: 12 Mar 2025

https://github.com/shyamal-bhatt/goodreads-sentimental-analysis

Performing a Sentimental Analysis on the reviews of books taken from goodreads.com. Built a web scrapper for the website, to scrape the basic details of book, author and reviews. Used VADER for the sentiment analysis.

goodreads nlp nltk sentiment-analysis vader-sentiment-analysis webscraping

Last synced: 27 Jun 2025

https://github.com/abhy-kumar/nlpulse

This program aims to give a sentiment score to each headline featured in today's top stories. Eventually it aims to gather insights about the top headlines being reported.

finbert natural-language-processing news nlp nlp-machine-learning python roberta rss sentiment-analysis vader-sentiment-analysis

Last synced: 02 Apr 2025

https://github.com/kimaruthagna/kowalski_analysis

A twitter bot allowing users to derive the sentiment in tweets, threads or topics

sentiment-analysis tweepy tweepy-library twitter vader-sentiment-analysis wordcloud-generator

Last synced: 18 Mar 2025

https://github.com/raghavendranhp/covid19_vaccine_sentiment_analysis

Explore sentiments in COVID-19 vaccine tweets using NLP. Analyze trends, visualize opinions, and uncover public perceptions.

cumulativedensity datapreprocessing eda kerneldensityestimation nlp-machine-learning nltk sentiment-analysis vader-sentiment-analysis wordcloud

Last synced: 24 Feb 2025

https://github.com/yvandana/sentiment-analysis-on-amazon-reviews

Performing Sentiment Analysis on Amazon Reviews using VADER & Roberta via Hugging Face

nltk-python roberta-sentiment-analysis sentiment-analysis vader-sentiment-analysis

Last synced: 22 Feb 2025

https://github.com/tknishh/imdb-review-analysis

Sentiment Analysis on IMDb movie reviews.

pipeline sentiment-analysis vader-sentiment-analysis

Last synced: 18 Mar 2025

https://github.com/ashwinsomi/news-analyzer

Analyzes the news on the internet by a said news publisher on its emotion using sentiment analyzer by scraping news from internet.

beautifulsoup csv-files pandas python3 vader-sentiment-analysis webscraping

Last synced: 15 Mar 2025

https://github.com/somebody1880/social-media-sentiment-analysis

Social media sentiment analysis using tweets involves analyzing tweet data to determine public sentiment (positive, negative, or neutral) using natural language processing (NLP) and machine learning techniques.

analysis data-visualization free keras nltk opinion-mining recurrent-neural-networks sentiment-classification sentiment-lexicons sentiment-polarity sentiment-visualisation trends twitter-api vader-sentiment-analysis

Last synced: 04 Mar 2025

https://github.com/vishnu-vamshii/youtube-comments-sentiment-analysis-for-views-prediction

This project analyzes YouTube video data to extract comments and perform sentiment analysis on the most liked, disliked, and random videos. It leverages Google API to collect comments, followed by regression modeling using Random Forest, Ridge, and K-Nearest Neighbors to predict video metrics based on sentiment.

google-api-youtube gradient-boosting hyperparameter-tuning knn-regression machine-learning python random-forest ridge-regression vader-sentiment-analysis

Last synced: 23 Mar 2025

https://github.com/violetto-rose/bhaavchitra

A sentiment analysis tool built using natural language processing techniques, integrating models like BERT and VADER to analyze text and provide sentiment analysis results.

bert flask flask-server machine-learning mongodb nlp nlp-tools sentiment-analysis vader-sentiment-analysis web-de

Last synced: 14 Mar 2025