Student Data Generator: Fake Student Records

Generate fake student data for class projects: IDs, names, courses, marks and attendance. Download CSV, Excel, JSON or Parquet. Free.

Quick answer: Create realistic fake data for testing and demos.

How to use the Student Data Generator: Fake Student Records

Create realistic fake data for testing and demos.

The Data Generator creates realistic fake data: names, emails, phone numbers, addresses, dates, prices and more. Pick a preset or build your own columns, choose up to 500,000 rows, and download CSV, JSON, Parquet or Excel. Developers and testers use it to fill demos, load-test apps and avoid copying real customer data into test systems.

Choose a dataset
Edit the columns
Set rows and generate

Tips

Up to 500,000 rows – type any number you like.
“Empty %” leaves some values blank to test missing data.
Pattern: # = digit, ? = letter, * = either (e.g. ORD-#####).

Example

Input: Dataset: Students, 200 rows

Output: student_id,full_name,course,marks STU-48213,Maya Patel,BBA,78

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Who uses Data Utility

Frequently asked questions · Data format benchmark

Frequently asked questions

Is the student data real?

No. Names, emails and marks are made up, so you can use them in assignments, demos and tutorials without any privacy concern.

How many students can I generate?

Up to 500,000 rows. For a class project, 100 to 1,000 rows is usually plenty.

Can I change the columns?

Yes. Add, remove or rename columns, pick a data type for each one, and set ranges such as marks between 35 and 100.

Is the data real?

No. It is random and fictional, so it is safe to share.

Can I get the same data again?

No – each click makes new data. Download to keep a set.

How many rows can the Data Generator create?

Up to 500,000 rows at a time. Choose column types such as names, emails, addresses and dates, then download as CSV, JSON, Parquet or Excel.

Mock Data Generator: Generate up to 500,000 rows of realistic fake data (names, emails, addresses, dates) and download as CSV, JSON, Parquet or Excel. Free, in your browser.
Fake Data Generator: Generate realistic fake data online: names, emails, addresses, dates and more, up to 500,000 rows, as CSV, JSON, Parquet or Excel. Free.
Test Data Generator: Generate test data for databases and apps: names, emails, addresses, dates and numbers, up to 500,000 rows, as CSV, JSON, Parquet or Excel. Free.
Student Marks Dataset Generator: Create a student marks dataset by student, subject and exam for SQL, Excel pivot tables and charts. Free, in your browser.
Sample Data for SQL Practice: Generate sample tables for SQL practice (students, orders, employees), download CSV and query it in your browser. Free.
Dummy Data for Excel Practice: Generate dummy sales, student or employee data and download Excel to practise filters, pivot tables and VLOOKUP. Free.
Sample CSV File Generator: Create a sample CSV with realistic names, emails, dates and numbers. Choose columns and rows, then download. Free and private.
Fake Database for Testing: Create a fake database for testing: paste a CREATE TABLE script and get realistic rows as INSERT statements, CSV or JSON. Free, in your browser.

Topic guides

Test Data Guides and Free Generators