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Data Format Conversion Guide

A practical guide to converting between JSON, YAML, XML, CSV, and TOML.

Modern development involves multiple data formats. APIs return JSON, configs use YAML/TOML, spreadsheets use CSV, and enterprise systems use XML.

Format Comparison

  • JSON: Universal, no comments, used by APIs
  • YAML: Human-friendly, comments, DevOps configs
  • XML: Verbose, attributes, enterprise systems
  • CSV: Tabular, spreadsheets, data import/export
  • TOML: Minimal config, Rust/Python/Go

Common Conversions

JSON↔YAML: Every JSON is valid YAML. YAML→JSON loses comments.

JSON↔CSV: Works for flat arrays. Nested data needs flattening.

XML→JSON: Modernizing legacy systems for REST APIs.

Conversion Pitfalls

Not all conversions are lossless. JSON→CSV loses nesting. YAML→JSON loses comments. Always verify output.

Frequently Asked Questions

Can I convert any JSON to CSV?
Flat arrays convert easily. Nested objects require flattening — no universal standard for nested data in CSV.
Is JSON→YAML lossless?
Yes, every JSON is valid YAML. But YAML→JSON loses comments and anchors.
Best format for config files?
YAML for DevOps (Docker, K8s). TOML for apps (Python, Rust). Both are excellent choices.