JSON Flatten
Collapse nested objects into dot-notation paths for spreadsheets and flat schemas.
Flatten nested JSON
Analytics tools, ORMs, and flat-file formats expect row-shaped data—not deeply nested trees. CalcForge walks your JSON and emits single-level keys joined by dots (or custom separators) so you can inspect, export, or join fields without writing a one-off script.
Good fits
- Previewing how webhook payloads map to database columns
- Preparing nested API data for CSV or Excel export
- Building dot-path lists for form bindings or feature flags
- Exploring config depth before refactoring to flatter structures
Input:
{"user":{"name":"Ada","address":{"city":"Berlin"}}}
Output:
{"user.name":"Ada","user.address.city":"Berlin"}Practical notes
- Arrays typically become indexed paths like `items.0.id`—confirm shape before bulk import.
- Reverse flattening is not automatic; keep the original nested copy for round-trips.
- Pair with JSON to CSV when you need a spreadsheet-ready file.
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Frequently asked questions
How are arrays handled?
Each array index becomes part of the key path. Large arrays produce many flat keys—consider filtering first.
Can I choose a separator other than a dot?
Use the tool options when available; otherwise replace dots in the output or adjust in a spreadsheet step.
Does flattening lose type information?
Leaf values keep their JSON types as strings in the flat map. Nested structure is encoded only in key names.
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