SentimentPulse
This is a live demo that analyzes the sentiment of short pieces of text. Enter a product/service review, comment, or message, and the system will classify the overall tone as positive, negative, neutral, or mixed.
The results reflect how the system interprets the wording you provide. Small changes in phrasing can shift the outcome, which makes this a useful way to see how sentiment analysis behaves in practice.
Want to see how this works behind the scenes?
Includes architecture design, ECS batch processing, Lambda integration, and how I resolved unexpected Comprehend costs in production.
Enter a short piece of text below, then click Analyze Sentiment to see how the system classifies it and how confident it is in each category.