Dataset Generator Pro

Overview

Dataset Generator Pro is a Flask-based web application that generates realistic retail datasets for Data Analysis, Data Science, SQL, and Machine Learning practice.

Features

• Clean Dataset Generation
• Dirty Dataset Generation
• Error Intensity Control
• CSV Export
• Excel Export
• Column Selection
• Download Clean Solution Dataset

Technologies Used

• Python
• Flask
• Pandas
• HTML
• CSS

Dataset Columns

• Order ID
• Order Date
• Ship Date
• Customer ID
• Customer Name
• ...
• Reorder Quantity

Supported Data Quality Errors

• Missing Values
• Blank Values
• Duplicate Records
• Duplicate Customer IDs
• Outliers
• Negative Values
• Typographical Errors
• Inconsistent Categories

Project Workflow

User Input → Dataset Generation → Error Injection → File Export → Download

Future Enhancements

• Banking Dataset
• HR Dataset
• Healthcare Dataset
• Data Dictionary Generator