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Add tools/studies folder for research analysis scripts#496

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Add tools/studies folder for research analysis scripts#496
mircealungu wants to merge 1 commit intomasterfrom
add-tools-studies-folder

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Summary

  • Creates new tools/studies/ folder for research and paper-related analysis scripts
  • Adds generate_monthly_progression_charts.py: Creates vocabulary progression charts for EuroCALL paper figures
  • Adds validate_vocabulary_estimation.py: Validates the vocabulary estimation theory by analyzing translation patterns

Rationale

These scripts analyze user data for research publications rather than operational use. Separating them from regular tools makes the purpose clearer.

Test plan

  • Run scripts to verify imports work with updated paths
  • Verify chart generation produces expected output

🤖 Generated with Claude Code

New folder for research and paper-related analysis tools:
- generate_monthly_progression_charts.py: Creates vocabulary progression
  charts for EuroCALL paper figures
- validate_vocabulary_estimation.py: Validates the vocabulary estimation
  theory by analyzing translation patterns

These scripts analyze user data for research publications rather than
operational use, hence the separate folder.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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ArchLens - No architecturally relevant changes to the existing views

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