Git Product home page Git Product logo

Comments (3)

samnlindsay avatar samnlindsay commented on May 26, 2024

I find myself easily getting confused between (a) matching values derived from two columns (e.g. full_name) and (b) matching conditions based on two columns.

I'm trying to think of useful examples that aren't easily replicated by adding derived columns*, such as:

CASE WHEN l.first_name = r.first_name AND l.last_name = r.last_name THEN 2
WHEN l.first_name = r.last_name AND l.last_name = r.first_name THEN 1
ELSE 0 END

And this could still be referred to as gamma_name_swap or something even though name_swap isn't an actual column in the data.

*although I've just figured out how a derived column could solve this problem, and do it much better

from splink.

mamonu avatar mamonu commented on May 26, 2024

a derived column with both and then a jaccard sim on Q2grams would perhaps work here?
this is what im trying on swappy columns

from splink.

samnlindsay avatar samnlindsay commented on May 26, 2024

I was thinking of concatenating a sorted list of names (however you would do that in SQL) and matching on that:

John Adam Smith -> "AdamJohnSmith"
Adam John Smith -> "AdamJohnSmith"
Smith Adam Jonathan -> "AdamJonathanSmith"

from splink.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.