Real-world uses

Created for this library

1. 1.

   A market research team flags sampling bias when its data was collected only from active subscribers, missing churned customers.

2. 2.

   A risk modeling team audits its dataset for sampling bias because the training data covers only approved applicants and not declined ones.

3. 3.

   A research lab documents sampling bias in dataset cards to set expectations for downstream model performance on broader populations.