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Add per-variable exploratory analysis for ds4owd-002 registrations#135

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Add per-variable exploratory analysis for ds4owd-002 registrations#135
larnsce wants to merge 2 commits into
devfrom
feature/registration-per-variable-analysis

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@larnsce

@larnsce larnsce commented Jun 30, 2026

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Summary

Adds analysis.qmd alongside the existing narrative index.qmd in pages/blog/posts/2025-09-01-ds4owd-002-registration-analysis/. It walks through every registration survey variable with a brief summary, a frequency plot, and two observations plus one course implication per plot.

The document is draft: true pending review.

Closes #134

What's included

  • analysis.qmd covering all ~54 survey questions across nine thematic sections (identity, demographics, barriers, programming, version control, tooling, LLM/AI, digital habits, goals and consent)
  • Reusable plot_freq and plot_multi helpers that join the choices dictionary for human-readable labels
  • Free-text and consent fields summarised by completeness rather than plotted
  • Committed _freeze output (26 figures + execute-results) so the page builds without re-running R
  • prompt-history.md per the repository Session Standards

Notes

  • raw_data.csv is gitignored (pre-existing working-tree change, not part of this PR), so the page relies on the committed _freeze output to build on a clean checkout.
  • The .gitignore and index.qmd working-tree changes were left out of this feature and are tracked separately.

Test plan

  • quarto render pages/blog/posts/2025-09-01-ds4owd-002-registration-analysis/analysis.qmd builds cleanly
  • Each section's observations match its plot
  • Front matter (title, author, date, categories) is correct
  • Decide whether to keep draft: true or publish

larnsce and others added 2 commits June 30, 2026 10:44
…strations

Add analysis.qmd alongside the existing narrative index.qmd, walking through
every registration survey variable with a brief summary, a frequency plot,
and two observations plus one course implication per plot.

Covers all ~54 survey questions across nine thematic sections (identity,
demographics, barriers, programming, version control, tooling, LLM/AI,
digital habits, goals and consent). Adds reusable plot_freq and plot_multi
helpers that join the choices dictionary for human-readable labels. Free-text
and consent fields are summarised by completeness rather than plotted.

The document is draft: true pending review. Committed the rendered _freeze
output so the page builds without re-running R. Also adds prompt-history.md
per the repository Session Standards.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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