Data Productivity Cloud Pipeline
Author: Matillion
Date Posted: Jun 3, 2024
Last Modified: Nov 29, 2024

Sentiment Analysis with Anthropic Claude 3 Sonnet using Amazon Bedrock

Perform sentiment analysis on your data using Anthropic Claude 3 Sonnet via Amazon Bedrock

This set of Data Productivity Cloud pipelines performs sentiment analysis on a set of product review data using the Anthropic Claude 3 Sonnet Large Language Model (LLM).

Image ofSentiment Analysis with Anthropic Claude 3 Sonnet via Amazon Bedrock
Sentiment Analysis with Anthropic Claude 3 Sonnet via Amazon Bedrock

How to run the pipelines

Start with Sentiment Analysis - Anthropic Claude 3 Sonnet, as shown in the screenshot above. It does two things:

  • Runs Sentiment Analysis - Acquire Review Data to create a set of product review data in a database table named stg_sample_reviews
  • Run the actual sentiment analysis using the LLM, creating a new database table named stg_sample_reviews_genai

Once it has finished, open Sentiment Analysis - Comparison, as shown in the screenshot below.

Image ofVerifying Sentiment Analysis with Anthropic Claude 3 Sonnet
Verifying Sentiment Analysis with Anthropic Claude 3 Sonnet

Use Sample Data while the Comparison component is highlighted, to check how the AI-generated sentiment score matches the original numeric star rating of the review.

Downloads

Licensed under: Matillion Free Subscription License

Installation Instructions

How to Install a Data Productivity Cloud Pipeline