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JSON Guides for Cleaning, Converting, and Transforming Data

Step-by-step guides to clean messy JSON, convert formats, and build reusable data pipelines for n8n, APIs, spreadsheets, and automation workflows.

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Recommended guide

How to Clean Up Messy API Responses

Remove nulls, trim whitespace, and normalize inconsistent API payloads before using them downstream.

2026-02-253 min readCleanup

Before

{ "orders": [{ "total": "42.00", "email": null }] }

After

[{ "total": 42, "readyForAnalytics": true }]