Link and deduplicate

You have a dataset you want to link to your organisation’s broader network of data.

Your high level process will be:

1. Use matchbox.query() to retrieve source data from the perspective of a particular resolution point
2. Use matchbox.process() to clean the data with standardised processes
3. Use matchbox.make_model() with matchbox.dedupers and matchbox.linkers to create a new model
4. Generate probabilistic model outputs using model.run()
5. Upload the probabilites to matchbox with results.to_matchbox()
6. Label data, or use existing data, to decide the probability threshold that you’re willing to consider “truth” for your new model
7. Use model.roc_curve() and other tools to make your decision
8. Update model.truth to codify it

Full documentation to follow.