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fix(docs): align published statistics with pipeline data and remove em dashes - #19

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aleattene merged 4 commits into
mainfrom
fix/report-numbers
Aug 31, 2026
Merged

aleattene merged 4 commits into
mainfrom
fix/report-numbers

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Summary

  • Align every published number in README and REPORT (EN + IT) with the pipeline CSV exports in data/analysis/
  • Fix and improve project style conventions

- Cramer's V: education ~0.15, IMD band 0.13, others below 0.09 (was 'below 0.13 / below 0.11', values absent from NB05 and data)
- BQ2 ranking: engagement decile (d=0.97) leads, then active days (d=0.90) and total clicks (d=0.63); submitter-only caveat added
- pre-course withdrawals quantified: 26.6% (2,678 of 10,072)
- ghost segment completion stated: 7.7% vs 47.2% platform average
- 32,593 enrollments by 28,785 distinct students, 7 modules and 22 presentations (was '~32,000 students, 7 course presentations')
- BQ2 key finding aligned with verified effect-size ranking (IT + EN)
- em dashes replaced with colons, commas, parentheses, or periods across README and REPORT (EN + IT), including all BQ headings
- BQ3 heading rephrased to avoid a double colon (IT + EN)
- arrow replaced with words in the Documentation table (DuckDB to BigQuery); arrows inside code-block diagrams kept by convention
- fix SQL-driven hyphenation in README overview
@aleattene aleattene self-assigned this Aug 31, 2026
@aleattene aleattene added the documentation Improvements or additions to documentation label Aug 31, 2026
@aleattene
aleattene merged commit c940e67 into main Aug 31, 2026
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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 93.53%. Comparing base (8b718c1) to head (7f24bb3).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main      #19   +/-   ##
=======================================
  Coverage   93.53%   93.53%           
=======================================
  Files           9        9           
  Lines         325      325           
=======================================
  Hits          304      304           
  Misses         21       21           

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@aleattene
aleattene deleted the fix/report-numbers branch September 2, 2026 08:33
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