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Visible Learning: umfassende Erweiterungen

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- Berechnung Kopplungspotenzial je Bedürfnis (Young/Roediger)
- Export von coupling_potential_per_need.csv inkl. bridge_energy
- Aggregation und Export von Kopplungsindizes (per Item, per Need)
- Konsolidierung des Mappings Young ↔ Hattie (werte_mapping.csv)
- Neue Visualisierungen:
  • Kopplungspotenzial (2D, farbkodiert nach Balance)
  • Item-Projektion mit Communities
  • 3D-Netzwerkdarstellung (Systemebenen × Thermometer)
  • 3D-Triangulation: Effekt × Bedürfnis × Semantik
  • Thermo-Dashboard (Energie, Entropie, Modularität)
- Verbesserte Skalierungen (Effektstärken normiert, Markergrößen, Kantenstärken)
- Konsistente Export-Pfade (export/*.csv, *.html, *.png)
- Fehlerbehebungen:
  • os-Import nachgezogen
  • robustere Merge-Strategien beim CSV-Export
  • Schutz vor leeren/inkonsistenten Spalten
- CI-Styling & Plotly-Template in alle neuen Plots integriert
This commit is contained in:
Jochen Hanisch-Johannsen
2025-09-08 02:43:28 +02:00
parent aab5c683b9
commit 7e75ed790c
27 changed files with 6995 additions and 1684 deletions
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export/coupling_per_need.csv Normal file
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Beduerfnis,n_items,energy_sum,energy_mean,coupling_sum,coupling_mean,bc_mean
Bindung,12,8.26,0.6883333333333334,0.0,0.0,0.0
Emotion/SC,41,14.11,0.3441463414634146,0.0,0.0,0.0
Orientierung,25,12.540000000000001,0.5016,0.0,0.0,0.0
Stabilität,60,14.11,0.23516666666666666,0.0,0.0,0.0
Struktur/Kompetenz,88,42.03,0.47761363636363635,0.0,0.0,0.0
1 Beduerfnis n_items energy_sum energy_mean coupling_sum coupling_mean bc_mean
2 Bindung 12 8.26 0.6883333333333334 0.0 0.0 0.0
3 Emotion/SC 41 14.11 0.3441463414634146 0.0 0.0 0.0
4 Orientierung 25 12.540000000000001 0.5016 0.0 0.0 0.0
5 Stabilität 60 14.11 0.23516666666666666 0.0 0.0 0.0
6 Struktur/Kompetenz 88 42.03 0.47761363636363635 0.0 0.0 0.0