Welcome to the Data Cleaner tool designed to help you preprocess datasets before visualization. This utility ensures your data is accurate, consistent, and ready for insightful analysis. 🧹📊

Key Features

  • Automated Cleaning: Remove duplicates, handle missing values, and correct inconsistencies
  • Format Conversion: Support for CSV, JSON, and Excel file types
  • Real-time Preview: Visualize cleaned data immediately after processing
  • Custom Rules: Define specific cleaning criteria for your dataset

How to Use

  1. Upload your file via the upload interface
  2. Select cleaning operations from the menu
  3. Review the results in the preview pane
  4. Download the cleaned dataset

Best Practices

  • Always validate data sources before cleaning
  • Use the data_profiling tool to understand your dataset
  • For complex datasets, apply multiple cleaning stages sequentially

Data_Cleaner_Interface

Figure: The Data Cleaner tool's user interface

For advanced users, explore our API documentation to integrate this tool into custom workflows. 🚀