Samples

Topic	Data Type	Resource	Sample
Usage	Text	Python Notebook	Presidio Basic Usage Notebook
Usage	Text	Python Notebook	Customizing Presidio Analyzer
Usage	Semi-structured	Python Notebook	Analyzing structured / semi-structured data in batch
Usage	Text	Python Notebook	Encrypting and Decrypting identified entities
Usage	Text	Python Notebook	Getting the identified entity value using a custom Operator
Usage	text	Python Notebook	Anonymizing known values
Usage	Images	Python Notebook	Redacting Text PII from DICOM images
Usage	Images	Python Notebook	Using an allow list with image redaction
Usage	PDF	Python Notebook	Annotating PII in a PDF
Usage	Images	Python Notebook	Plot custom bounding boxes
Usage	Text	Python Notebook	Integrating with external services
Usage	Text	Python file	Remote Recognizer
Usage	Structured	Python Notebook	Presidio Structured Basic Usage Notebook
Usage	Text	Python file	Azure AI Language as a Remote Recognizer
Usage	CSV	Python file	Analyze and Anonymize CSV file
Usage	Text	Python	Using Flair as an external PII model
Usage	Text	Python file	Using Span Marker as an external PII model
Usage	Text	Python file	Using Transformers as an external PII model
Usage	Text	Python file	Pseudonomization (replace PII values using mappings)
Usage	Text	Python file	Passing a lambda as a Presidio anonymizer using Faker
Usage		REST API (postman)	Presidio as a REST endpoint
Deployment		App Service	Presidio with App Service
Deployment		Kubernetes	Presidio with Kubernetes
Deployment		Spark/Azure Databricks	Presidio with Spark
Deployment		Azure Data Factory with App Service	ETL for small dataset
Deployment		Azure Data Factory with Databricks	ETL for large datasets
ADF Pipeline		Azure Data Factory	Add Presidio as an HTTP service to your Azure Data Factory
ADF Pipeline		Azure Data Factory	Add Presidio on Databricks to your Azure Data Factory
Demo		Streamlit app	Create a simple demo app using Streamlit