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Refactor structure#19

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ypriverol merged 3 commits intomainfrom
refactor-structure
Mar 17, 2026
Merged

Refactor structure#19
ypriverol merged 3 commits intomainfrom
refactor-structure

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@ypriverol ypriverol commented Mar 17, 2026

Summary by CodeRabbit

Release Notes

  • Documentation
    • Clarified terminology throughout the paper for consistency (e.g., "unique session" vs. "unique user," "user" vs. "organic").
    • Updated dataset metrics: 214 countries (after bot filtering), 92.2% bot classification accuracy, 159M records, and 4.7 GB data size.
    • Refined methodology descriptions and pipeline language for clarity.
    • Improved figure captions and table labels to align with updated terminology and metrics.
    • Made minor editorial and grammar corrections throughout.

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coderabbitai bot commented Mar 17, 2026

Caution

Review failed

The pull request is closed.

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: d2abddb4-af09-4436-aa82-590495e39718

📥 Commits

Reviewing files that changed from the base of the PR and between 37982d9 and 207200f.

⛔ Files ignored due to path filters (2)
  • paper/main.pdf is excluded by !**/*.pdf
  • paper/supplementary.pdf is excluded by !**/*.pdf
📒 Files selected for processing (2)
  • paper/main.tex
  • paper/supplementary.tex

📝 Walkthrough

Walkthrough

This PR updates academic paper documentation with systematic terminology refinements, replacing "unique user" with "unique session" and "organic" with "user," while adjusting geographic scope from 235 to 214 countries post-bot filtering and revising related metrics, captions, and result descriptions throughout both main and supplementary materials.

Changes

Cohort / File(s) Summary
Paper Main Document
paper/main.tex
Terminology updates replacing "unique user" with "unique session" and "organic" with "user"; country count adjusted from 235 to 214 after bot filtering; bot classification accuracy updated to 92.2%; figure captions and result descriptions revised to reflect updated metrics and terminology.
Supplementary Materials
paper/supplementary.tex
Systematic terminology changes from "organic" to "user" across phase descriptions, seed categorization, and classification stages; seed overlap priority updated from "hub > bot > organic" to "hub > bot > user"; table entries and captions harmonized with new taxonomy; minor editorial fixes and punctuation adjustments.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Poem

🐰 With whiskers twitched and notes of glee,
Organic seeds now "User" be!
From 235 down to 214,
Bot-free datasets shine so clear!
Sessions hop where users danced,
Terminology's enhanced!

✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch refactor-structure
📝 Coding Plan
  • Generate coding plan for human review comments

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@ypriverol ypriverol merged commit 321e50f into main Mar 17, 2026
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