ethnidata 4.1.3

Name Analysis & Prediction Engine

EthniData: Name Diversity & Analysis Engine

EthniData is a powerful library for analyzing names to predict cultural origin, ethnicity, and gender usage useful for diversity analytics and demographic studies.

Installation

pip install ethnidata

Example Usage & Verification

Code

from ethnidata import EthniData

ed = EthniData()

names = ["Yılmaz", "Tanaka", "Schmidt", "O'Connor"]
results = [ed.predict_nationality(name, name_type="last") for name in names]

for r in results:
    print(f"Name: {r['name']:10} -> Predicted: {r['predicted_country']}")

Verified Output

Name: Yılmaz     -> Predicted: TR
Name: Tanaka     -> Predicted: JP
Name: Schmidt    -> Predicted: DE
Name: O'Connor   -> Predicted: IE

Features

• Nationality Prediction: Predict likely country of origin for surnames.
• Gender Inference: Probabilistic gender detection.
• Report Generation: Create diversity reports from user lists.
• Visualizations: Built-in plotting for demographic breakdowns.

License

MIT