This page provides a series of examples to help you get started with splink. You can find the underlying notebooks at the splink_demos repo.
You can try these demos live in your web browser using the following link:
Entity type: Persons¶
Deduplicating 50,000 records of realistic data based on historical persons
link_only setting to link, but not dedupe, two datasets
Accuracy analysis and ROC charts using a ground truth (cluster) column
Estimating m probabilities from pairwise labels
Deduplicating the febrl3 dataset. Note this dataset comes from febrl, as referenced in A.2 here and replicated here.
Linking the febrl4 datasets. As above, these datasets are from febrl, replicated here.
Entity type: Financial transactions¶
Linking financial transactions
Deduplication of a small dataset using Pyspark. Entity type is persons.