Generate Real Numbers

Generate Real Numbers is a fast, browser-based tool that lets you create random decimal values with just a few clicks. You control how many numbers get generated, how precise they are, whether negatives should be included, and how the output is formatted. Everything updates live and flashes visually so you know it’s working. Generate Real Numbers is built for speed, flexibility, and no-nonsense results.

Paste your input above or import a file below.
No file chosen
Supported file types: .txt, .csv, .json, .xml, .yaml, .html, .css
Total items: 0
Options
Include negatives
Use 8 decimal places

How to Use:

Start by typing how many numbers you want into the “How many real numbers?” input box. You can also import a file that includes a single number. Once you do that, the tool instantly generates a new list of decimal numbers. You’ll see a blue flash on the output each time it updates.

Use the toggles in the Options box to customize the output. Flip on “Include negatives” if you want both positive and negative values. Need more precision? Enable “Use 8 decimal places.” You can also switch between line-by-line or comma-separated format using the radio buttons at the top of the Options box. Once you’re happy, copy or export the result with one click. The total item count appears below the output.

What Generate Real Numbers can do:

Generate Real Numbers gives you a clean list of decimal values, built on demand and tailored to your needs. It handles the randomness, decimal precision, and formatting for you. The toggles make it easy to adjust settings without needing any math. Whether you’re testing an app, mocking some data, or just exploring patterns, this tool helps you get there fast.

All the action happens right in your browser no delays, no page reloads. Just set your preferences, and the output updates instantly with a visual flash and live counter. You can copy it to your clipboard or download it to a file when you’re ready.

Example:

Input:

10

Output with default settings (4 decimals):

83.0294
42.1149
65.9980
28.1740
92.1175
13.5747
78.9813
3.2980
99.5388
46.8203

With 8 decimals and negatives ON, comma-separated:

-23.40219411, 15.20498452, -38.22381925, 93.10839127, -67.30192841, 6.23847190, 74.21394820, -8.39917462, 55.08374932, 1.30482911

Common Use Cases:

Use this tool to generate realistic-looking test data for spreadsheets, code, or simulations. You can simulate sensor outputs, random datasets, or fill in blank CSVs with clean numeric content. The precision and formatting toggles give you control without slowing you down.

Useful Tools & Suggestions:

Need something more structured? Generate Constant Sequence gives you repeated values great for building baselines or doing tests. And if you’re exploring the wild side, Generate Complex Numbers adds that imaginary twist to take your sequences further.