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Multi-Source Data Aggregation and Normalization Script

data processing ETL file transformation data aggregation
Prompt
Create a Bash automation script that pulls data from disparate CSV, JSON, and XML sources, normalizes the data structure, and generates a consolidated report. The script should handle different delimiters, validate data integrity, remove duplicates, and output a standardized format. Include robust error logging and the ability to handle files from multiple network locations using SSH/SCP.
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Pro
Bash
General
Mar 3, 2026

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Tool
Ai Chat
Details
Category Pro
Purpose Automation
Platform Bash
Industry General
Added Mar 3, 2026
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Use Cases
  • Combine sales data from multiple platforms for reporting.
  • Standardize customer information from different databases.
  • Aggregate social media metrics for performance analysis.
Tips for Best Results
  • Define clear data standards for normalization.
  • Schedule regular updates to keep data current.
  • Test the script with sample data before full implementation.

Frequently Asked Questions

What is a data aggregation and normalization script?
It collects and standardizes data from various sources for analysis.
Why is normalization important?
It ensures consistency and comparability across different datasets.
Can it handle real-time data?
Yes, it can process data in real-time for immediate insights.

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