ethnicolr: Predict Race and Ethnicity From Name

Contents:

• ethnicolr: Predict Race and Ethnicity From Name
• DIME Race
• Caveats and Notes
• Install
• General API
• Examples
• Functions
• Application
• Data
• Evaluation
• Authors
• Contributor Code of Conduct
• License

Examples:

• Basic Usage Examples
  • Setup
  • Census Data Lookup
  • Simple Census-based Predictions
  • Summary Statistics
  • Comparing Methods
  • Key Differences
• Advanced Prediction Models
  • Setup
  • Wikipedia-based Predictions
  • Florida Voter Registration Models
  • Last Name Only Predictions
  • Model Comparison
  • Confidence Analysis
  • Detailed Ethnic Categories (Wikipedia)
  • Model Selection Guidelines
• Batch Processing and Performance
  • Setup
  • Performance Comparison
  • Chunked Processing
  • Handling Missing or Problematic Names
  • Data Quality Analysis
  • Batch Processing Best Practices

Indices and tables

• Index

• Module Index

• Search Page