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Building Accurate Address Matching Systems

Robin Linacre's blog: Post list · published 29 June 2025

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https://github.com/RobinL/robinl.github.io/blob/dev/src/mdx/address_matching.mdx
github.com
An Interactive Introduction to Record Linkage (Data Deduplication) in the Fellegi-Sunter framework Read at the source ↗
robinlinacre.com
https://github.com/moj-analytical-services/splink
github.com
https://github.com/RobinL/uk_address_matcher
github.com
https://github.com/ajl2718/whereabouts
github.com
https://arxiv.org/pdf/1712.09691?
arxiv.org
https://docs.os.uk/osngd/data-structure/address/gb-address
docs.os.uk
https://moj-analytical-services.github.io/splink/topic_guides/blocking/blocking_rules.html?h=blocking
moj-analytical-services.github.io
https://arxiv.org/abs/1712.09691
arxiv.org
https://docs.os.uk/osngd/data-structure/address/gb-address/built-address
docs.os.uk
Using a fault tolerant trie for address matching Read at the source ↗
robinlinacre.com
https://github.com/ajl2718
github.com
https://www.mjt.me.uk/posts/falsehoods-programmers-believe-about-addresses/
mjt.me.uk
https://www.ons.gov.uk/methodology/methodologicalpublications/generalmethodology/onsworkingpaperseries/onsworkingpaperseriesno17usingdatasciencefortheaddressmatchingservice
ons.gov.uk
https://pmc.ncbi.nlm.nih.gov/articles/PMC140019/
pmc.ncbi.nlm.nih.gov
https://github.com/openvenues/libpostal
github.com
https://github.com/RobinL/uk_address_matcher/blob/main/scripts/improve_parameters_using_gradient_descent.py
github.com