#sentiment-analysis

Trading With Sentiment Analysis

What Is Sentiment Analysis?

When the Words Aren’t Enough: LLMs, Sentiment, Sarcasm, and Emotion

June 29, 2026

I Built a Free Open-Source Sentiment Analyzer for NSE Stocks

Multi-source sentiment, technical indicators, and Bayesian calibration in a zero-API-key dashboard. 139 tests, AGPL v3, runs on Streamlit…

Building an AI-Powered Lakehouse with Apache Iceberg, BigQuery, and Gemini on Google Cloud

Modern data platforms need more than just analytics — they need open storage, interoperability, and built-in AI. In this project, I built…

Is 2026 a Bull or Bear Market? Sentiment Dissected

Key Takeaways

Meme Warfare — Weaponizing Internet Humour

How to use humor as OSINT data

Integrating News Sentiment to Avoid Strategy Disruption in MQL5

We present a dynamic news‑sentiment filter for MQL5 Expert Advisors. It uses WebRequest to query a REST API, parses JSON sentiment and…

🚀 Building a Sentiment Analysis App with Azure DevOps CI/CD, ACR, and ACI

🌟 Introduction

How to Build a YouTube Comment Dataset for Sentiment Analysis, NLP, Other Analysis and Conduct…

You already know Youtube is one of the world’s largest platforms and media for public discussions, containing billions of users comments…

DistilBERT vs Logistic Regression for Sentiment Analysis: Accuracy Is Not the Whole Story

Introduction

Feel The Pulse: Real-Time Sentiment Analysis at Terapage

Learn what sentiment analysis is, its types, and how AI-powered platforms like Terapage turn customer feedback into real-time actionable…

Decoding Emotions: How I Built a Sentiment Analysis System for Product Reviews

A step-by-step data science case study using Python, NLP, and Machine Learning

What are the different types of sentiment involved in stock market analysis?

Key Takeaways

Sentiment Analysis on Movie Reviews Using Transformer Models

Can AI understand whether a movie review is positive or negative just by reading the text?

Duygu Analizi (Sentiment Analysis): .NET ve Yerel LLM’ler ile Metinlerin Gizli Anlamını Çözmek

Her gün uygulamalarımıza, e-ticaret sitelerimize veya sosyal medya hesaplarımıza binlerce satır geri bildirim akıyor. “Kargo hızlıydı ama…

What AI Actually Hears When a Customer Is Angry

A customer calls in about a billing error. By the second minute, their tone has shifted. They’re not shouting yet. But something’s there…

# Teaching a Transformer to Read Movie Reviews: A Hands-On IMDB Sentiment Classifier

How I built two Transformer models from scratch in Keras, compared them fairly, and learned why positional encoding is not just decoration.

BERT ile Duygu Analizi: Transformatörün Kalbi, Metnin Ruhu

Bidirectional Encoder’dan BERTurk’e, MLM’den Fine-tuning’e: Duygu analizinin mühendislik anatomisi ve gerçek dünya uygulamaları.

Sage, A Conversational Assistant for Financial Enthusiasts

Tools: Conversation Design Canvas, Personality Framework, Claude Code, React, Microsoft Azure Speech API, FMP and Finnhub APIs Type…

Using KNIME to Recreate the Early Stages of Turney’s Sentiment Analysis Methodology — A No-Code…

Natural Language Processing (NLP) made easy in KNIME

Sentiment Reviews Analytics using Gemini Model and Accuracy Improvement

In the context of sneaker reviews analytics, sentiment analysis and visual verification work in tandem to transform subjective video…

Breaking Barriers in Fashion: A Sentiment Analysis of the 2026 Met Gala Social Media Discourse

Quantifying public perception of adaptive fashion narratives following Aariana Rose Philip’s 2026 Met Gala Debut.

CrypRank Report: The Financial Impact of Social Sentiment on Dogecoin’s Market Position

CrypRank platform analysis provides an objective evaluation of how community ethos influences the structural health of digital assets…

Best News API for Developers 2026: 9 Compared

Disclosure up front. APITube publishes this blog, so we are one of the vendors we compare. Every number, tier, and feature below comes from…

From Simple Models to Bert: A Walkthrough of Sentiment Analysis Experiment in Google Colab

When I started building my ShopEase sentiment analysis project, I had one big question in mind:

What are Insight Communities? A Practical Guide to the Modern Market Researchers

Discover how AI-powered insight communities are transforming market research through real-time participant engagement, deeper human…

Emotional “Tone-Mapping” for Customer Support using CCNLP

Name: Mandar Deshmukh ; PRN: 1032231452 ; Panel : A ; Course: Third Year B.Tech Computer Science Engineering (Artificial Intelligence &…

From Raw Text to Meaningful Insight: A Beginner’s Guide to Natural Language Processing

Every time you ask Siri a question, get a spam warning in your inbox, or see a product review rated as “mostly positive,” something is…

New to Stock Trading & Investing: sentiment analysis could be the game changer for you

Key Takeaways

One Real World Example of RNN (Recurrent Neural Networks)

Understanding Recurrent Neural Networks (RNNs)

Can AI Read Your Feelings? Exploring Emotion Detection in NLP

Making machines understand human emotions through text using NLP

From OOM Errors to Working Model: Fine-Tuning Gemma 4 E2B Step-by-Step using Unsloth

A practical, no-BS guide to fine-tuning Google’s latest multimodal model using Unsloth on limited hardware.

From Raw Text to Intelligent Insights: NLP Pipeline for Sentiment Analysis

Membangun Model Machine Learning untuk Ulasan JAKI

Cara tahu lebih lengkap bagaimana kita bisa mengukur opini dan emosi manusia menggunakan algoritma. Baca di sini!

Spend Management Sentiment Analysis: A Comparative Report

Payhawk leads competitor sentiment with a score of 82/100, driven by AI automation. This report analyses the key drivers of success and…

Hotel Visitor Satisfaction Based on Data

Analisis Insight Pelanggan Hotel Berbasis Data Review

Sentimen Tweet: Mencoba mencari tahu apakah kamu ngetweet sambil senyum apa merengut?

Sistem klasifikasi emosi berbasis NLP untuk 40.000 tweet dengan 13 kelas emosi, dan pelajaran yang saya dapat di sepanjang jalan.

Competitor Spotlight: Tech Sentiment Splits Between AI Infrastructure Winners and Legacy Brands

Executive Summary

Market Sentiment and Search Trends: A Data-Driven Review by YNQTL

Recent analytical reports indicate a significant shift in the digital asset landscape: Google search interest for primary cryptocurrency…

Sentiment Analysis Tool: Turn Reviews Into Customer Signals (2026) | Serplux

If you have ever scrolled through reviews, social comments, and support tickets and felt that something is wrong but you cannot quite name…

Porter Airlines Dispatcher Strike Risk + A Local LLM Sentiment Tracker

Porter’s dispatchers voted 100% for strike action. We show a small, local-LLM workflow that turns negotiation news into sentiment and a…

Bir Psiko-Politik Analiz: Türkiye’de Hükümet ve Muhalefete Karşı Güven Dosyası

Cholak AR-GE’den Burak Şahin yazdı: Bu rapor, çoğunluğu Müslüman — Mütedeyyin çevreden olmak üzere toplam 77 katılımcıyla yapılan bir…

Bir Psiko-Politik Analiz: Türkiye’de Hükümet ve Muhalefete Karşı Güven Dosyası

Cholak AR-GE’den Burak Şahin yazdı: Bu rapor, çoğunluğu Müslüman — Mütedeyyin çevreden olmak üzere toplam 77 katılımcıyla yapılan bir…

What is Sentiment Analysis? Techniques, Benefits, and Implementation!

Hello, data lovers! 💖📊

Practical NLP with Local LLMs on a MacBook Air M2 (8 GB)

Exploring trade-offs between model size, precision, and performance on consumer hardware

Benchmarking Success: Establishing the Performance Floor for Sentiment Analysis

Building complex deep learning models without a reference point is a common trap in data science. Before we leverage the power of…

AI Sentiment Analysis in FileMaker

A guide to prioritizing support tickets in FileMaker 2025 with AI

Sentiment analysis without attention layer

After working extensively with attention-based models, I became curious about how NLP problems were approached before the attention…

Studi Kasus: Analisis Sentimen Ulasan Aplikasi Multi Bahasa dengan Peningkatan Model Progresif

Dari TF-IDF hingga Transformer Ensemble: Sebuah panduan praktis untuk membangun pipeline analisis sentimen yang tangguh untuk data dunia…

Capsule Fusion for Extracting Psychiatric Stressors Related to Suicide from Twitter: A Hybrid Deep…

cite our paper : CapsF: Capsule Fusion for Extracting psychiatric stressors for suicide from Twitter