**These datasets are for educational purposes only. Any misuse for illegal or unethical activities is strictly prohibited. All generated data is fictional and has no real-world validity.
You can choose from a predefined set of scenarios to generate a dataset with multiple data points based on a specific situation or context. Follow these simple steps:
On this page, you can pick anything from Financial Transactions, Business Profiles, Legal Case Files, Loan Applications, Subscription Data, Product Inventory Transactions, Academic Records, Event Guest Lists, Transportation Routes and Schedules, Medical Appointments, Product Manufacturing Data, Weather Data, User Activity Logs, Customer Loyalty Program Data, Social Media Analytics, Shipping Label Data, Survey Responses, Job Application Data, Product Reviews, Real Estate Listings, Banking Transactions, Fitness Tracking, Employee Payroll, Customer Support Tickets, Marketing Campaigns, Inventory Stock Levels, Vehicle Fleet Data, Product Price History, Energy Consumption, Gaming User Data, Crypto Transactions, Food Delivery Orders, Healthcare Patient Records, Digital Marketing Metrics, Startup Funding Rounds, Crowdfunding Campaigns, Environmental Impact Assessments, Election Poll Data, Subscription Service Churn Data, Sports Statistics, Restaurant Reservation Data, HR Recruitment Pipeline, Construction Project Management, Insurance Claims, Telecommunication Usage, Space Mission Logs.
For more specific datasets, you can check out our niche dataset pages:
Amazon Products Datasets | Automotive Datasets | Business Intelligence Datasets | Call Center Datasets | Cancer Datasets | CRM Datasets | Customer Segmentation Datasets | Demand Datasets | Diabetes Datasets | Healthcare Datasets | Heart Disease Datasets | HR Datasets | Lending Club Datasets | Oil Price Datasets | Purchase Datasets | Retail Datasets | Sales Datasets for Analysis | Datasets for Power BI Practice
Our datasets mimic real-world scenarios—financial transactions, marketing metrics, HR logs—so you practice on data that feels authentic.
Generate 100,000 rows of sample data instantly—perfect for pivot tables, large-scale analysis, or performance testing.
Get started immediately without creating an account. Download Excel practice datasets in seconds.
All datasets are available in both .xlsx and .csv formats—compatible with Excel, Google Sheets, Python, and R.
We cover over 15 topics, each with multiple datasets, and add new industry scenarios every month.
Practicing with sample Excel datasets helps you improve your Excel skills, understand data structures, and prepare for real data projects. It’s ideal for students, analysts, job seekers, and developers working with data.
These datasets can help you practice:
Yes, all our free Excel practice datasets are designed for all skill levels. Each sample Excel spreadsheet comes pre-formatted with column headers and clear instructions, while still offering enough complexity for intermediate to advanced analysis tasks.
With these datasets, you can simulate:
Yes, we regularly expand and update our Excel practice dataset library with new industry formats and use cases to keep your learning relevant and diversified.
Yes, many of our Excel practice datasets are suitable for supervised learning, classification, clustering, and regression tasks. You can export them from Excel into Python or R for model development.
Yes, all Excel sample practice datasets are free for educational and non-commercial use. You can download and use them without signing up or sharing personal data.
When choosing Excel datasets for practice, pick based on your interest or career goals. For finance roles, start with banking transactions. For marketing, try digital marketing metrics or customer loyalty data. For analytics practice, go for survey responses or product reviews.
Absolutely. Feel free to share, modify, and distribute these files for educational and professional use.
Yes. While most of our datasets are raw data files, we’re starting to include advanced practice templates—complete with pre-built macros, VBA code samples, and dynamic dashboard elements. Check the “Advanced” category for these specialized files.
If you need a specialized dataset (e.g., insurance claims data, healthcare patient logs), fill out our contact form with your requirements. Our team will generate a tailored Excel practice dataset within 48–72 hours.