# PII Scanner
A library for scanning Personally Identifiable Information (PII) from text.
## Installation
```bash
pip install pii_scanner
```
## Usage
```bash
from pii_scanner.main import PIIScanner
# Create an instance of the scanner
pii_scanner = PIIScanner()
# Sample data containing PII
data = [
"Ankit Gupta",
"Lucknow",
"+9191840562195",
"Indian",
"Sofia Rossi",
"Rome",
"+390612345678",
"Italian"
]
# Scan the structured data
results = pii_scanner.scan_structured_data(data, chunk_size=10, sample_size=1.0)
# Print the results
print(results)
```
## Output
```bash
[
{
"text": "Ankit Gupta",
"entity_detected": [
{"type": "PERSON", "start": 0, "end": 11, "score": 0.85}
]
},
{
"text": "Rome",
"entity_detected": [
{"type": "LOCATION", "start": 0, "end": 4, "score": 0.85}
]
},
{
"text": "+919140562195",
"entity_detected": [
{"type": "PHONE_NUMBER", "start": 0, "end": 13, "score": 0.85}
]
},
{
"text": "Sofia Rossi",
"entity_detected": [
{"type": "PERSON", "start": 0, "end": 11, "score": 0.85}
]
},
{
"text": "Indian",
"entity_detected": [
{"type": "NATIONALITY", "start": 0, "end": 6, "score": 0.9}
]
}
]
```
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"description": "# PII Scanner\n\nA library for scanning Personally Identifiable Information (PII) from text.\n\n## Installation\n\n```bash\npip install pii_scanner\n```\n\n## Usage \n\n```bash\nfrom pii_scanner.main import PIIScanner\n\n# Create an instance of the scanner\npii_scanner = PIIScanner()\n\n# Sample data containing PII\ndata = [\n \"Ankit Gupta\",\n \"Lucknow\",\n \"+9191840562195\",\n \"Indian\",\n \"Sofia Rossi\",\n \"Rome\",\n \"+390612345678\",\n \"Italian\"\n]\n\n# Scan the structured data\nresults = pii_scanner.scan_structured_data(data, chunk_size=10, sample_size=1.0)\n\n# Print the results\nprint(results)\n\n```\n\n\n## Output \n\n```bash\n[\n {\n \"text\": \"Ankit Gupta\",\n \"entity_detected\": [\n {\"type\": \"PERSON\", \"start\": 0, \"end\": 11, \"score\": 0.85}\n ]\n },\n {\n \"text\": \"Rome\",\n \"entity_detected\": [\n {\"type\": \"LOCATION\", \"start\": 0, \"end\": 4, \"score\": 0.85}\n ]\n },\n {\n \"text\": \"+919140562195\",\n \"entity_detected\": [\n {\"type\": \"PHONE_NUMBER\", \"start\": 0, \"end\": 13, \"score\": 0.85}\n ]\n },\n {\n \"text\": \"Sofia Rossi\",\n \"entity_detected\": [\n {\"type\": \"PERSON\", \"start\": 0, \"end\": 11, \"score\": 0.85}\n ]\n },\n {\n \"text\": \"Indian\",\n \"entity_detected\": [\n {\"type\": \"NATIONALITY\", \"start\": 0, \"end\": 6, \"score\": 0.9}\n ]\n }\n]\n\n\n```\n\n\n\n\n",
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