content: update small labor hub contents

[cemreinanc]

Summary by CodeRabbit

• Updates

  • Refined 2035 labor market contraction projections and teacher employment decline forecasts
  • Updated commentary timestamp to reflect latest analysis
  • Enhanced precision of employment statistics and baseline growth figures to display one decimal place

• Documentation

  • Added FAQ clarification about forecasting methodology assumptions regarding global population trends

[coderabbitai]

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info

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Run ID: 01ac7554-a3be-4f66-b7ff-4fc9fa1ccdcc

📥 Commits

Reviewing files that changed from the base of the PR and between 958110d and bc4f9fd.

📒 Files selected for processing (4)

• front_end/src/app/(main)/labor-hub/jobs_insights.tsx
• front_end/src/app/(main)/labor-hub/sections/hero.tsx
• front_end/src/app/(main)/labor-hub/sections/key_insights.tsx
• front_end/src/app/(main)/labor-hub/sections/methodology.tsx

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📝 Walkthrough

Walkthrough

Updates to the labor-hub module including: revised 2035 labor insight narrative differentiating teacher decline mechanisms, adjusted employment percentage reporting to one decimal precision, updated commentary timestamp to May 1 2026, and additional FAQ methodology text clarifying population assumptions.

Changes

Cohort / File(s)	Summary
Labor Insight Narrative Updates front_end/src/app/(main)/labor-hub/jobs_insights.tsx, front_end/src/app/(main)/labor-hub/sections/methodology.tsx	Revised 2035 negative labor insight text to distinguish between contraction-driven (laborers, designers) and demography-driven (teachers, tied to falling student numbers) profession declines; added FAQ paragraph explaining population stability assumption in forecasting models.
Metadata & Display Formatting front_end/src/app/(main)/labor-hub/sections/hero.tsx, front_end/src/app/(main)/labor-hub/sections/key_insights.tsx	Updated "Commentary last updated" timestamp from April 28 to May 1, 2026; changed employment percentage reporting from Math.round() to toFixed(1) for one decimal place precision in overall change text and government baseline growth values.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related PRs

• Update labor hub content for forecast changes #4664: Directly edits the same jobs_insights.tsx file with related changes to the 2035 teacher/designer narrative and AI-powered education curriculum references.
• updates for labor hub v4 #4635: Modifies the same hero.tsx timestamp metadata ("Commentary last updated").

Suggested reviewers

• ncarazon

Poem

🐰 Labor insights bloom and grow,
Teachers' paths now help us know,
Numbers dance in decimals fine,
Global population holds the line—
From April's end to May's bright dawn,
Labor hub forecasts press on! 📊

🚥 Pre-merge checks | ✅ 4

✅ Passed checks (4 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title accurately describes the primary change: small content updates across multiple labor hub files including text modifications, timestamp updates, and formatting adjustments.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

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✨ Finishing Touches

📝 Generate docstrings

• Create stacked PR
• Commit on current branch

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch content/labor-hub-01-may

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[github-actions]

Cleanup: Preview Environment Removed

The preview environment for this PR has been destroyed.

Resource	Status
🌐 Preview App	Deleted
🗄️ PostgreSQL Branch	Deleted
⚡ Redis Database	Deleted
🔧 GitHub Deployments	Removed
📦 Docker Image	Retained (auto-cleanup via GHCR policies)

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Cleanup triggered by PR close at 2026-05-01T06:38:09Z