Got text? Use Named Entity Recognition (NER) to label PII in your data

Gretel's NLP setting can be used to label PII such as people names and geographic locations in free text. The blog post guides users through analyzing a Yelp reviews dataset using Gretel's NLP and labeling APIs. It explains how to install the necessary Python dependencies, connect to Gretel's API service, load a sample dataset containing PII into Pandas, create a project in Gretel for labeling data, configure the classification model, verify it, and run the full dataset through it. The post also mentions that Gretel can replace names and addresses with fake versions or securely hash PII to meet compliance requirements.