PreppyData Documentation

Welcome to the PreppyData home page!

PreppyData is a web-based platform designed to simplify data preprocessing for various datasets. Our goal is to provide users with customizable options for encoding, outlier detection, feature selection, and more, making data preparation accessible to everyone.

To get started, you can explore the following sections of our documentation:

Contents:

Contents:

• About the Project
  • Limitations of Current Data Preprocessing Services
  • Our Solution
  • Features
  • Goals & Target Users
  • How to Use
• Getting Started
  • 1. Upload Your Data
  • 2. Choose Preprocessing Options
  • 3. Download Processed Data
• How to Use
  • Step 1: Upload Your Data
  • Step 2: Select Preprocessing Options
    • 2.1 Data Encoding
    • 2.2 Outlier Detection
    • 2.3 Missing Value Handling
  • Step 3: Apply Preprocessing
  • Step 4: Download Processed Data
• Technical Overview
  • Architecture
  • Core Components
  • Underlying Technologies
  • Workflow Summary
• API Reference
  • 1. Data Cleaning Endpoint
  • 2. Feature Selection Endpoint
  • 3. Encoding Endpoint
  • Error Codes
• Configuration Guide
  • Configuration Options
  • Default Settings
  • Customization Methods
  • How to Customize Preprocessing Steps
  • Tips for Effective Configuration
• Maintenance and Troubleshooting
  • Common Issues and Solutions
  • Issue 1: Unable to Access the Website
  • Issue 2: Unable to Upload Data Files
  • Issue 3: Errors During Preprocessing
  • Issue 4: Processed Results Differ from Expectations
  • Issue 5: Slow Website Performance or Timeouts
  • Maintenance Tips
  • Getting Help
• Contribution Guidelines
  • How to Contribute
    • 1. Report Issues
    • 2. Suggest Features or Improvements
    • 3. Contribute Code
  • Coding Standards
  • Submission Process
  • Contact
• FAQ
  • PreppyData FAQ: Frequently Asked Questions
  • General Questions
  • Troubleshooting Questions
  • Feature and Contribution Questions
• Release Notes
  • Current Status
  • Stay Updated
  • Feedback