Data cleaning and file conversion

Help a small business, analyst, developer, or technical team identify malformed values, inconsistent fields, duplicate records, encoding problems, and conversion requirements. Source data and validation rules remain explicit.

• Excel, CSV, JSON, XML, and databases
• Duplicates, missing values, and encoding
• Explicit validation and source preservation

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