If you’re developing an application or API, you’ll want to make sure you’re testing it under conditions that closely simulate a production environment. In production, you’ll have an army of users banging away at your app and filling your database with data, which puts stress on your code. If you’re hand-entering data into a test environment one record at a time using the UI, you’re never going to build up the volume and variety of data that your app will accumulate in a few days in production. Worse, the data you enter will be biased towards your own usage patterns and won’t match real-world usage, leaving important bugs undiscovered.

Why is fake but realistic data important?

Navigating the complex world of software testing requires precision and accuracy. Mock or dummy data is indispensable for simulating real-world scenarios and validating the behavior of your application or API. At FakeTestData.com, we specialize in generating high-quality fake test data tailored for automated testing with Tricentis Tosca and other test automation tools. This data can be seamlessly imported into Tosca's Test Data Services web application on the Tosca Server, ensuring comprehensive and effective testing. Here’s why using our service can elevate your testing process:

  • Create Realistic Testing Scenarios: Our fake test data helps you cover a wide range of functionalities, edge cases, and data variations, ensuring your application is thoroughly tested under various conditions.

  • Validate Data Integrity: Ensure your application handles different types of data correctly, maintaining data integrity across all operations.

  • Simulate External Dependencies: Effortlessly simulate external systems, services, or APIs, even if they are inaccessible or unstable during the testing phase, ensuring your tests are robust and reliable.

  • Assess API Performance: Use our data to simulate high load or stress conditions, allowing you to verify the performance and scalability of your API under real-world pressures.

  • Maintain Privacy and Security: By using our fake test data, you can prevent the exposure of sensitive user data during testing, ensuring compliance with privacy and security standards.

Why FakeTestData.com?


There are plenty of great data generation tools out there available for almost every language and platform.  FakeTestData.com allows you to quickly and easily to download large amounts of randomly generated test data based on your own specs which you can then load directly into your test environment using JSON, XML, or CSV formats. No programming is required.

Here you can generate combinations of data formats and information and export up to 100,000 records. Build up your test datatable and export your data in CSV, Excel, Json, or even Sql script to create your table. You can use weights, nullable fields and more options to generate test data.

 

Types of Fake Data that you can generate

FakeTestData.com excels at generating unique, realistic test data across a broad spectrum of categories, including, but not limited too:

  • Addresses
  • Colors
  • Dates & Times
  • Names
  • Phone Numbers
  • Credit Card Numbers
  • Company Names
  • Product Names

How to generate fake test data?

Start by navigating to FakeTestData.com

Steps for generating fake test data

  • Enter Field Name & Select Field Type: Input the field name and choose the type based on your data needs.
  • Add Fields/Columns: Click the green "Add field" button to add columns to your dataset.
  • Total Rows: Specify the total number of rows required.
  • Output Format: Choose your desired output format (JSON, CSV).
  • Generate: Click the generate button to download your dataset.

Generate Fake Credit Card Data

FakeTestData.com can generate fake credit card data for testing applications and APIs, ensuring your testing scenarios are comprehensive without compromising real data.

Link to Generate Fake Credit Card Data web app.

Example Fake Credit Card Data for Visa:

[
 {
  "FullName": "Alice Miller",
  "Address": "8945 Spencer Village,WY 77965-5549",
  "CreditCardNumber": "4100258369856248",
  "CVV": "049",
  "ExpDate": "09/24"
 },
 {
  "FullName": "Henry Smith",
  "Address": "123 Main St,NY 10011-0000",
  "CreditCardNumber": "4200258369858963",
  "CVV": "049",
  "ExpDate": "06/24"
 }
]

Screen shot of FakeTestData.com

Fake Test Data Generator

 

Conclusion

In this article, I discussed using the Free Fake Test Data Generator, where you can effortlessly generate and use fake but realistic test data for both manual and automated testing needs, ensuring thorough validation of your applications without the risk of exposing sensitive real-world data.