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              "text": "Top 3 AWS services for data analytics:\n\n1. **Amazon Redshift** — Petabyte-scale data warehouse optimized for complex analytical queries using columnar storage and MPP architecture.\n\n2. **AWS Glue** — Serverless ETL service for data preparation, cataloging, and integration across your data lake and warehouse.\n\n3. **Amazon Athena** — Serverless SQL query engine that analyzes data directly in S3 using standard SQL, with pay-per-query pricing."
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