Optasis Tools

📊 Dummy Data Generator

Generate massive CSV datasets (up to 5,000 rows) for testing.

Generating data…
(Showing first 20 rows only. Download CSV for full dataset.)
Dummy Data Generator Guide

How to Generate Massive Datasets

We optimized this tool to run entirely in your browser without freezing your computer, even when handling thousands of data points.

Step 1

Set Volume

Enter the number of rows you need.

Quick Test: 10–50 rows
Stress Test: 1k–5k rows
Step 2

Select Data

Uncheck boxes you don’t need to keep files clean.

ID: Essential for DB testing.
Job/City: Great for Pivot Tables.
Step 3

Generate

Click “Generate Data”. Give it 1-2 seconds for large files.

Note: Preview only shows first 20 rows to keep your browser fast.
Step 4

Download

Click the green button to save the full dataset.

Format: Standard .CSV ready for Excel.

Why Do You Need 5,000 Rows?

Excel Performance

Dashboards often crash with large data. Use this to test if formulas like XLOOKUP or SUMIFS slow down your workbook.

Software QA Testing

Building a SaaS or CRM? Simulate what happens when a user uploads a massive list. Check if your database times out.

GDPR Compliance

Never use real data for testing. This tool creates Synthetic Data—100% compliant and safe to share in screen recordings.

Frequently Asked Questions

Why is there a 5,000 row limit?

We capped the limit to ensure your browser (Chrome, Edge, Safari) doesn’t crash due to memory usage. If you need 50,000 rows, simply generate a 5,000-row file ten times and combine them.

Are the email addresses real?

No. We use a mix of random names and safe domains (like example.org). You can safely use these in your database without spamming real people.

Can I use this for Machine Learning?

Yes. This is excellent “training data” for learning how to sort, categorize, and clean datasets in Python (Pandas) or R.