#253 · Developer Tool

JSON Value Type Profiler

Count the value types that actually appear in a JSON document and show where they occur. The profile distinguishes objects, arrays, strings, booleans, null, integers, and non-integer numbers. It also reports representative JSON paths, making mixed or unexpected fields easier to spot before importing data into a database or defining a schema.

Developer Input

Type analysis
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How to use this developer tool

  1. Paste json to profile or load a local file.
  2. Review any available processing options.
  3. Select Profile Values or press Ctrl/Cmd + Enter.
  4. Check the summary and diagnostics, then copy or download the result.

What this developer tool does

Count the value types that actually appear in a JSON document and show where they occur. The profile distinguishes objects, arrays, strings, booleans, null, integers, and non-integer numbers. It also reports representative JSON paths, making mixed or unexpected fields easier to spot before importing data into a database or defining a schema.

The browser parses or scans the source, applies the json value type profiler rules, and builds the displayed metrics from the same result returned in the output.

Nothing is uploaded by the core tool. Closing or refreshing the tab clears the current input.

Example

Input

{
  "id": 42,
  "active": true,
  "name": "Ada",
  "tags": [
    "math",
    null
  ],
  "meta": {
    "score": 98.5
  }
}

Result

Run the sample to see the generated result and its statistics.

Use cases

  • Review API payloads and fixtures before committing them.
  • Diagnose generated JSON during development or testing.
  • Prepare documentation, migrations, and typed interfaces.

Tips for reliable output

  • Keep a copy of the original input before applying structural changes.
  • Run invalid and edge-case samples as well as the happy path.
  • Review warnings instead of treating generated output as a final contract.
  • Use version control when replacing schemas or fixtures.
  • Test downstream consumers after changing keys or required fields.

Processing details

JSON Value Type Profiler runs with standard browser JavaScript and uses JSON syntax as defined by JSON.parse except where raw-source inspection is required.

Application-specific validation rules and remote references are not inferred. Very large documents are limited by the memory available to the browser tab.

Frequently asked questions

What input does JSON Value Type Profiler accept?

It accepts valid JSON text. Files can also be loaded through the upload or drop area.

Does JSON Value Type Profiler send data to a server?

No. Processing runs in the current browser tab, and the core operation makes no network request.

How are JSON strings and Unicode handled?

Strings are parsed according to JSON rules. Unicode text is preserved, and byte measurements use UTF-8 where size is reported.

What happens when the input is invalid?

The output is cleared and an error message explains the problem. Correct the source and run the operation again.

Can I use the result in production code?

Treat the result as a reviewable draft. Check schema conventions, naming rules, and application-specific constraints before committing it.

Tool details

OperationProfile Values
InputJSON text or local file
Output.json download and copy-ready text
PrivacyRuns locally in the browser
Data Format ToolsBrowse parsers, converters, schema utilities, and JSON diagnostics.