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FEAT: enhance skrub's TableReport #811

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sylvaincom opened this issue Nov 25, 2024 · 2 comments
Open

FEAT: enhance skrub's TableReport #811

sylvaincom opened this issue Nov 25, 2024 · 2 comments
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enhancement New feature or request epic This issue represents major product increments

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@sylvaincom
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sylvaincom commented Nov 25, 2024

Is your feature request related to a problem? Please describe.

Following #806, we can improve the TableReport from skrub and have something more thorough in skore.

Describe the solution you'd like

Have something like:

skore.analyze_table(df, project="my_project", prefix="/my_data")

that separately puts in the skore UI (in the skore UI better than output of notebook because it clutters with output graphs and code cells):

  • skrub Table Report
    • the skrub team chose not to use javascript because they want minimal dependencies, but we can do something nicer
  • seaborn pairplot
  • what y-data profiling does: percentage of missing values
  • in /my_data, there is table analysis, correlations, column 1, etc
  • compare different datasets

Describe alternatives you've considered, if relevant

skrub-data/skrub#1160

Additional context

No response

@sylvaincom sylvaincom added enhancement New feature or request needs-triage This has been recently submitted and needs attention labels Nov 25, 2024
@rouk1
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rouk1 commented Nov 26, 2024

  • he skrub team chose not to use javascript because they want minimal dependencies, but we can do something nicer

FYI Skrub table report actually has 1000+ lines of js ; )

@tuscland tuscland added the epic This issue represents major product increments label Dec 6, 2024
@sylvaincom sylvaincom self-assigned this Dec 23, 2024
@sylvaincom
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Could be a step of #834

@tuscland tuscland removed the needs-triage This has been recently submitted and needs attention label Jan 3, 2025
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