European Personal Location Information With Masked PII

European Personal Location and Travel Information (PLI) data with personally identifiable information redacted. This preview contains 50 sample entries from the larger PII-Masking-2M release by AI4Privacy. The dataset was last updated in April 2026.

Use Cases

• Benchmark PII detection algorithms on masked location and travel information fields.
• Train synthetic data generation models to learn patterns from redacted PLI entries.
• Analyze label distribution statistics for model evaluation on privacy-preserving datasets.
• Study language distribution across European countries using the provided metadata.
• Assess geographic coverage metrics for bias analysis in European location datasets.

Strengths

• Part of a larger 2-million entry PII-Masking collection.
• Provides explicit label distribution and language distribution metadata.
• Focuses on European geographic coverage for regional analysis.

Limitations

• Extremely small sample size of only 50 rows for the preview.
• Source text and actual PII values are redacted, limiting direct analysis.
• Key details like column names, total rows, and license are unknown.

Provenance

Source

AI4Privacy's PII-Masking-2M European release.

Collection Method

Presumably involves masking PII from original location/travel data; specific method null.

Freshness

Last updated April 2026.

Geography

European coverage.