--- title: "#sentiment-analysis articles | Hashnode" description: "Explore 119 articles tagged #sentiment-analysis on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/sentiment-analysis" --- Tag # #sentiment-analysis 119 posts · 5 followers [Vinayak Sharma](https://hashnode.com/@itsvinayak) · [Nov 4](https://hashnode.com/posts/sentiment-analysis-using-rule-based-and-pre-trained-models/6aeade30578a601df459b063) ### [Sentiment Analysis Using Rule-Based and Pre-trained Models](https://itsvinayak.hashnode.dev/sentiment-analysis-using-rule-based-and-pre-trained-models?utm_source=hashnode&utm_medium=feed) Notes on Sentiment Analysis Using Rule-Based and Pre-trained Models. 8 min read · [itsvinayak.hashnode.dev](https://itsvinayak.hashnode.dev/sentiment-analysis-using-rule-based-and-pre-trained-models?utm_source=hashnode&utm_medium=feed) [mark](https://hashnode.com/@vozzoai) · [Sep 21](https://hashnode.com/posts/how-does-ai-sentiment-analysis-work-on-customer-calls/6ab0c1d7c7c566a49754d56a) ### [How Does AI Sentiment Analysis Work on Customer Calls?](https://voiceaiagentsplatform.hashnode.dev/how-does-ai-sentiment-analysis-work-on-customer-calls?utm_source=hashnode&utm_medium=feed) Learn how AI sentiment analysis works on customer calls — from speech-to-text and linguistic scoring to acoustic emotion detection. Discover how AI Call Intelligence turns voice data into real-time, actionable insights. 5 min read · [voiceaiagentsplatform.hashnode.dev](https://voiceaiagentsplatform.hashnode.dev/how-does-ai-sentiment-analysis-work-on-customer-calls?utm_source=hashnode&utm_medium=feed) [Muhammad Ariel Shakaramiro](https://hashnode.com/@arielshakaramiro) · [Sep 7](https://hashnode.com/posts/word-embedding-and-sentiment-analysis-with-lstm/6a9ea7f9ae05a2ac8ae33c39) ### [Word Embedding & Sentiment Analysis with LSTM](https://shaka-ai.hashnode.dev/word-embedding-and-sentiment-analysis-with-lstm?utm_source=hashnode&utm_medium=feed) How word embeddings (GloVe) work, building a Bidirectional LSTM for sentiment analysis, and deploying it as a REST API with FastAPI. 7 min read · [shaka-ai.hashnode.dev](https://shaka-ai.hashnode.dev/word-embedding-and-sentiment-analysis-with-lstm?utm_source=hashnode&utm_medium=feed) [Akash](https://hashnode.com/@irsakash) · [Aug 5](https://hashnode.com/posts/real-time-sentiment-analysis-from-audio-transcribe-analyze-emotions-instantly/6a737be97a8e2bbdb6e2127f) ### [Real-Time Sentiment Analysis from Audio: Transcribe & Analyze Emotions Instantly](https://akashbuilds.hashnode.dev/real-time-sentiment-analysis-from-audio-transcribe-analyze-emotions-instantly?utm_source=hashnode&utm_medium=feed) Build a real-time sentiment analysis system that transcribes audio using OpenAI's Whisper and analyzes emotions using RoBERTa. 4 min read · [akashbuilds.hashnode.dev](https://akashbuilds.hashnode.dev/real-time-sentiment-analysis-from-audio-transcribe-analyze-emotions-instantly?utm_source=hashnode&utm_medium=feed) [Devi Sri Ramasamy](https://hashnode.com/@devisrir) · [Jul 23](https://hashnode.com/posts/sentiment-analysis-using-naive-bayes-text-based-algorithm/6a619b31c36fccbd45d7d465) ### [Sentiment Analysis using Naive Bayes -Text Based Algorithm](https://devisriblogs.hashnode.dev/sentiment-analysis-using-naive-bayes-text-based-algorithm?utm_source=hashnode&utm_medium=feed) Naive Bayes Algorithm 2 min read · [devisriblogs.hashnode.dev](https://devisriblogs.hashnode.dev/sentiment-analysis-using-naive-bayes-text-based-algorithm?utm_source=hashnode&utm_medium=feed) [Zeba Mushtaq](https://hashnode.com/@zebaintech) · [Jun 4](https://hashnode.com/posts/how-i-built-a-live-nlp-dashboard-that-analyzes-20-000-hotel-reviews/6a21e49fdec861565fe20fef) ### [How I Built a Live NLP Dashboard That Analyzes 20,000+ Hotel Reviews](https://zebabuilds.hashnode.dev/how-i-built-a-live-nlp-dashboard-that-analyzes-20-000-hotel-reviews?utm_source=hashnode&utm_medium=feed) Sentiment analysis, topic modeling & rating prediction — all in one Streamlit app 3 min read · [zebabuilds.hashnode.dev](https://zebabuilds.hashnode.dev/how-i-built-a-live-nlp-dashboard-that-analyzes-20-000-hotel-reviews?utm_source=hashnode&utm_medium=feed) [Edith Heroux](https://hashnode.com/@ai4ai) · [Apr 28](https://hashnode.com/posts/case-study-success-with-ai-driven-sentiment-analysis/69f087219f2f422ab7759511) ### [Case Study: Success with AI-Driven Sentiment Analysis](https://technicalaime.hashnode.dev/case-study-success-with-ai-driven-sentiment-analysis?utm_source=hashnode&utm_medium=feed) Examining the practical application of AI-Driven Sentiment Analysis reveals its potential to transform how companies operate. This case study showcases a prominent retail company that successfully integrated sentiment analysis into their strategy. T... 1 min read · [technicalaime.hashnode.dev](https://technicalaime.hashnode.dev/case-study-success-with-ai-driven-sentiment-analysis?utm_source=hashnode&utm_medium=feed) [Benjamin lapid](https://hashnode.com/@techai) · [Apr 28](https://hashnode.com/posts/comparing-ai-driven-sentiment-analysis-tools-a-comprehensive-review/69f0871cadee02a00072b956) ### [Comparing AI-Driven Sentiment Analysis Tools: A Comprehensive Review](https://technicalaifellow.hashnode.dev/comparing-ai-driven-sentiment-analysis-tools-a-comprehensive-review?utm_source=hashnode&utm_medium=feed) As businesses increasingly adopt AI-Driven Sentiment Analysis, a myriad of tools exists for implementation. This article reviews several prominent tools and their respective pros and cons. By utilizing AI-Driven Sentiment Analysis, organizations can... 1 min read · [technicalaifellow.hashnode.dev](https://technicalaifellow.hashnode.dev/comparing-ai-driven-sentiment-analysis-tools-a-comprehensive-review?utm_source=hashnode&utm_medium=feed) [APIVerve Team](https://hashnode.com/@apiverve) · [Feb 26](https://hashnode.com/posts/why-your-sentiment-analysis-is-wrong/69a0913ee3186a50e40adb9f) ### [Why Your Sentiment Analysis Is Wrong](https://apiverve.hashnode.dev/why-your-sentiment-analysis-is-wrong?utm_source=hashnode&utm_medium=feed) The marketing team is excited. They just added sentiment analysis to the customer feedback pipeline. Every review, survey response, and support ticket now gets a sentiment score. Red is negative. Green is positive. A dashboard shows the company's ove... 8 min read · [apiverve.hashnode.dev](https://apiverve.hashnode.dev/why-your-sentiment-analysis-is-wrong?utm_source=hashnode&utm_medium=feed) [Misal Azeem](https://hashnode.com/@misalazeem) · [Feb 11](https://hashnode.com/posts/building-production-ready-ai-voice-implementations-for-scalable-conversations/698bf912e8ede9ee090e7b24) ### [Building Production-Ready AI Voice Implementations for Scalable Conversations](https://callstacktech.hashnode.dev/building-production-ready-ai-voice-implementations-for-scalable-conversations?utm_source=hashnode&utm_medium=feed) Building Production-Ready AI Voice Implementations for Scalable Conversations TL;DR Most AI voice implementations fail at scale when PII leaks through transcripts or latency spikes during concurrent calls. Build a production system using vapi for con... 13 min read · [callstacktech.hashnode.dev](https://callstacktech.hashnode.dev/building-production-ready-ai-voice-implementations-for-scalable-conversations?utm_source=hashnode&utm_medium=feed)