IV · JSON & Data
IV · JSON & DataAV-D15

AV-D15

Mock Data Generator

Generate up to 10,000 rows of realistic fake data as JSON, CSV or SQL INSERTs, reproducible by seed.

● Runs on your device; nothing is uploaded

How to use it

  1. Under Fields, set each Name and Type, plus Min/Max or Choices where shown.
  2. Set % null per field; use Add field or the bin button to change the list.
  3. Enter Rows and a Seed, or click New seed.
  4. Choose JSON, NDJSON, CSV or SQL; for SQL set Table and Quoting.
  5. Copy the output or click Download.

Limits

Rows
1–10,000
% null per field
0–100
Decimal places
0–10
Output preview
150,000 characters (copy or download for all)
SQL INSERT batch
500 rows per statement
Features
  • 27 field types: names, addresses, IDs, numbers, dates, text and more
  • The same seed always gives the same data
  • Multi-row INSERTs with standard, MySQL or SQL Server quoting
  • Warns about duplicate field names
  • Changing a field's % null doesn't reshuffle other columns

For AI agents: avtools_mock_data

AV-D15 · Mock Data Generator

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