https://github.com/srinibas-masanta/yelp-business-reviews-analysis
This project analyzes Yelp business reviews using Python, Snowflake, and SQL, focusing on efficient data ingestion, transformation, and analysis. We preprocess JSON data, optimize ingestion via Amazon S3, classify sentiments with Python UDFs, and extract insights using SQL queries—showcasing a streamlined end-to-end workflow.
https://github.com/srinibas-masanta/yelp-business-reviews-analysis
amazon-s3 data-analysis json python snowflake sql
Last synced: about 2 months ago
JSON representation
This project analyzes Yelp business reviews using Python, Snowflake, and SQL, focusing on efficient data ingestion, transformation, and analysis. We preprocess JSON data, optimize ingestion via Amazon S3, classify sentiments with Python UDFs, and extract insights using SQL queries—showcasing a streamlined end-to-end workflow.
- Host: GitHub
- URL: https://github.com/srinibas-masanta/yelp-business-reviews-analysis
- Owner: srinibas-masanta
- License: mit
- Created: 2025-03-20T20:14:35.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2025-03-20T20:45:41.000Z (about 2 months ago)
- Last Synced: 2025-03-20T22:05:52.389Z (about 2 months ago)
- Topics: amazon-s3, data-analysis, json, python, snowflake, sql
- Language: Jupyter Notebook
- Homepage:
- Size: 8.79 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0