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Jochen Hanisch-Johannsen 7e75ed790c

Visible Learning: umfassende Erweiterungen

- 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

2025-09-08 02:43:28 +02:00

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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