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[SSoC26] [Easy] feat(notebook): Add contributor stats dashboard helper #4

Description

@keepsloading

Goal

Implement a helper to summarize statistics about app contributions.

Requirements

  • Calculate stats: total suggestions proposed per app, approval rate (approved vs rejected), and active category distribution.
  • Add unit tests verifying stats calculation logic.

SSoC26 Contributor Notice:

Since this repository (Memact/Notebook) is outside the main Context repository, and the registered project for tracking contributions is specifically Context (Memact/Context), please make sure to create a dummy PR in the Context repository linking to your actual PR or commits in this repository. This is required for your contribution to be correctly tracked and counted.

If you have already created a dummy PR in Memact/Context linking to your work here, please ignore this message!

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