Code Monkey home page Code Monkey logo

Comments (6)

yoid2000 avatar yoid2000 commented on May 31, 2024

How about side-by-side comparison of anonymous and raw data?

from desktop.

sebastian avatar sebastian commented on May 31, 2024

How about side-by-side comparison of anonymous and raw data?

Yes, that's a good point!
That can be addressed in any number of ways really. Let me wire up something.

from desktop.

sebastian avatar sebastian commented on May 31, 2024

Ok, I think this is likely where the majority of effort needs to be spent...

The hardest thing to do well, might be a version where we show both the anonymized and the raw data inline in the same table, and highlight data/rows that were removed due to anonymization. I tried something like this when I made the playground version of reference earlier:
Inline

Conceptually much simpler would be to just show the raw and anonymous data in different tabs that can be toggled between:
Tabs

A more advanced version of the tabs would be two tables (either below each other or next to each other) that scroll in sync. One being anonymized the other being raw. Then you see a clear "side-by-side" of what the anonymization does.
Two views

The absolute simplest to do (other than doing nothing), would be to just show some simple stats. Like 10% of the rows were suppressed. Etc...
Stats only

from desktop.

yoid2000 avatar yoid2000 commented on May 31, 2024

I think that in any event we'll want a stats summary:

  • number of missing buckets
  • average error

But my preference, if it isn't too unwieldy, would be for a table that shows the diffix aggregate value, the true aggregate value, and an indication of error (possibly color coded).

age gender diffix count true count error
10 F 42 39 16%
11 M --- 2 ---

etc.

from desktop.

sebastian avatar sebastian commented on May 31, 2024

Sure, that's possible. The only slightly tricky part is in controlling for the rows that were suppressed. It's doable though!

from desktop.

cristianberneanu avatar cristianberneanu commented on May 31, 2024

This issue is obsolete, closing.

from desktop.

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.