Datasetpublic

shivaniachary123/pii-detection-corpus

PII Detection Corpus Synthetic dataset of text samples containing labeled PII (Personally Identifiable Information) for testing and benchmarking PII detection/scrubbing tools. Fields text: Text sample containing PII pii_type: Category of PII (email, phone, ssn, credit_card, ip, dob, address, passport, api_key, name, iban) pii_value: The exact PII string in the text start: Character offset start end: Character offset end context: Surrounding context category… See the full description on the dataset page: https://huggingface.co/datasets/shivaniachary123/pii-detection-corpus.

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Dataset Card

PII Detection Corpus

Synthetic dataset of text samples containing labeled PII (Personally Identifiable Information) for testing and benchmarking PII detection/scrubbing tools.

Fields

—text: Text sample containing PII
—pii_type: Category of PII (email, phone, ssn, creditcard, ip, dob, address, passport, apikey, name, iban)
—pii_value: The exact PII string in the text
—start: Character offset start
—end: Character offset end
—context: Surrounding context category (medical, financial, support, legal, hr)

All data is fully synthetic — no real personal information.

Usage

python

from datasets import load_dataset
ds = load_dataset("zachz/pii-detection-corpus")

License

MIT