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docs: 📝 Why Pandera for data verification/validation #135

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merged 4 commits into from
Nov 13, 2024

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martonvago
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Description

This adds a post arguing for Pandera as the new tool for data verification/validation.

Closes #132

Reviewer Focus

This PR needs an in-depth review.

Focus on if this is the right decision.

Checklist

  • Ran spell-check
  • Formatted Markdown
  • Rendered website locally

@martonvago martonvago self-assigned this Nov 8, 2024
@martonvago martonvago marked this pull request as ready for review November 8, 2024 14:17
@martonvago martonvago requested a review from a team as a code owner November 8, 2024 14:17
K-Beicher
K-Beicher previously approved these changes Nov 11, 2024
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@K-Beicher K-Beicher left a comment

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Looks good to me, can't wait to see it implemented :-)

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@lwjohnst86 lwjohnst86 left a comment

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Very nice! Only small comments ☺️

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flexible data validation library operating on data frames. Its
validation mechanism is based on the concept of a schema expressing
expectations about the data. It also has capabilities for preprocessing
data and generating synthetic data from Pandera schemas.
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That's neat!

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Co-authored-by: Luke W. Johnston <[email protected]>
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lwjohnst86 commented Nov 11, 2024

@martonvago Yea, we probably should update that category list again. It's in the seedcase-theme repo under the .vscode settings. But I can do that at another time, I need to fix up the categories on Decisions anyway.

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@signekb signekb left a comment

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Very nice ⭐ Just some minor comments/suggestions

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Decision post for checking data
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