Actions14
- Country Actions
- Ethnicity Actions
- Gender Actions
- Indian Caste Actions
- Name Parsing Actions
- Name Type Actions
- Origin Actions
- US Race/Ethnicity Actions
Ethnicity → Predict by Full Name
AI-generatedOverview
This node uses the Namsor API to predict ethnicity or diaspora based on full names. It is useful for analyzing the ethnic background of individuals from their names, which can be applied in marketing, demographic research, or social studies. Users can input multiple full names along with optional country codes to improve prediction accuracy.
Use Case Examples
- Analyzing a list of customer names to understand the ethnic diversity of a user base.
- Predicting the ethnicity of names in a survey dataset to enhance demographic segmentation.
Properties
| Name | Meaning |
|---|---|
| Names to Analyze | A collection of full names to analyze for ethnicity prediction, with optional country context for better accuracy. |
| Simplify | Whether to return a simplified version of the response instead of the raw data. |
| Request Options | Settings for request batching, SSL certificate validation, proxy usage, and timeout configuration. |
Output
JSON
results- Array of ethnicity prediction results for each input name, including predicted ethnicity and confidence scores.
Dependencies
- Namsor API
- an API key credential for authentication
Troubleshooting
- Ensure the API key credential is correctly configured and valid to avoid authentication errors.
- Batch size and interval settings should be adjusted to avoid rate limiting by the API.
- If SSL certificate validation errors occur, consider enabling the option to ignore SSL issues, but be aware of security risks.
- Verify country codes are valid ISO 3166-1 alpha-2 codes to improve prediction accuracy.
Links
- Namsor API Documentation - Official documentation for the Namsor API used by this node.