CSV Data Processor

Clean, transform, and validate CSV data files automatically. Handles deduplication, format normalization, column mapping, data validation, and merging. Essential for data import/export workflows.

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• Automate: Python data processing script.
• Automate: Column mapping and renaming.
• Reduce errors with validation and sensible defaults.
• Avoid duplicates and keep data clean.
• Automate: Format normalization (dates, phone numbers, addresses).

• Python data processing script
• Column mapping and renaming
• Data type validation
• Deduplication
• Format normalization (dates, phone numbers, addresses)
• Data merging (multiple files)
• Validation reports
• Output in multiple formats (CSV, JSON, Excel)

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• A ZIP package you download and run yourself
• Setup instructions and example configuration
• Templates/sample files to validate your first run quickly

• Sample CSV file(s) to process
• Transformation rules (column mappings, format conversions)
• Validation requirements (required fields, data types)
• Deduplication rules (which columns determine duplicates)
• Output format (CSV, JSON, Excel)
• Recurring or one-time processing need

• Set your config (accounts/keys/settings) once.
• Run a test with sample data.
• Go live and schedule it (cron) or run on demand.
• Review outputs/logs and iterate.

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• One-time purchase (no per-row fees)
• Handles complex transformations
• Validation reports included
• Works with large files
• Reusable for recurring processing

• Language: Python 3.10+
• Dependencies: pandas, openpyxl, jsonschema
• Input: CSV, Excel
• Output: CSV, JSON, Excel

What do I receive after purchase? A ZIP download you run yourself. It includes setup instructions and example configuration so you can validate your first run quickly.

Does this require any monthly fees? No monthly fees for the software. If you connect to third‑party APIs (email providers, SERP APIs, etc.), those vendors may charge usage-based fees.

Do I need special access or accounts? Usually no. You’ll provide configuration inputs (files/settings) and run the tool on your machine or server.

What tech does it use? Language: Python 3.10+ (plus standard dependencies listed in the package).

This is a one-time purchase. You download the software and run it on your own machine or server. If the product integrates with third-party APIs, those providers may have their own usage costs.

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