An example of address matching using Splink

[RobinL]

Addresses are unusual due to correlation between the columns and various other annoying features.

I've always wondered how well Splink may work for matching addresess.

I've had a first stab at building a reasonably sophisticated model here

It's by no means perfect but it does seem to perform reasonably well.