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
This commit is contained in:
2025-09-08 02:43:28 +02:00
parent aab5c683b9
commit 7e75ed790c
27 changed files with 6995 additions and 1684 deletions

View File

@ -1,170 +1,227 @@
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1 rank effect fib fit resid
2 0 1.34 1.0 0.38795082121001484 0.4103480667915606 0.9520491787899852 0.9296519332084394
3 1 1.3 1.0 0.38795082121001484 0.4103480667915606 0.9120491787899851 0.8896519332084394
4 2 1.28 2.0 0.38795082121001484 0.4103480667915606 0.8920491787899851 0.8696519332084394
5 3 1.09 3.0 0.38795082121001484 0.4103480667915606 0.7020491787899852 0.6796519332084394
6 4 1.01 1.09 5.0 0.38795082121001484 0.4103480667915606 0.6220491787899851 0.6796519332084394
7 5 0.97 1.01 8.0 0.38795082121001484 0.4103480667915606 0.5820491787899851 0.5996519332084393
8 6 0.96 0.97 13.0 0.38795082121001484 0.4103480667915606 0.5720491787899851 0.5596519332084393
9 7 0.96 21.0 0.38795082121001484 0.4103480667915606 0.5720491787899851 0.5496519332084393
10 8 0.94 0.96 34.0 0.38795082121001484 0.4103480667915606 0.552049178789985 0.5496519332084393
11 9 0.85 0.94 55.0 0.38795082121001484 0.4103480667915606 0.46204917878998514 0.5296519332084393
12 10 0.84 0.92 89.0 0.38795082121001484 0.4103480667915606 0.45204917878998513 0.5096519332084395
13 11 0.82 0.85 144.0 0.38795082121001484 0.4103480667915606 0.4320491787899851 0.43965193320843937
14 12 0.82 0.84 233.0 0.38795082121001484 0.4103480667915606 0.4320491787899851 0.42965193320843936
15 13 0.8 0.83 377.0 0.38795082121001484 0.4103480667915606 0.4120491787899852 0.41965193320843935
16 14 0.75 0.82 610.0 0.38795082121001484 0.4103480667915606 0.36204917878998516 0.40965193320843934
17 15 0.74 0.82 987.0 0.38795082121001484 0.4103480667915606 0.35204917878998515 0.40965193320843934
18 16 0.73 0.82 1597.0 0.38795082121001484 0.4103480667915606 0.34204917878998514 0.40965193320843934
19 17 0.67 0.8 2584.0 0.38795082121001484 0.4103480667915606 0.2820491787899852 0.38965193320843944
20 18 0.66 0.75 4181.0 0.38795082121001484 0.4103480667915606 0.2720491787899852 0.3396519332084394
21 19 0.66 0.74 6765.0 0.38795082121001484 0.4103480667915606 0.2720491787899852 0.3296519332084394
22 20 0.65 0.74 10946.0 0.38795082121001484 0.4103480667915606 0.2620491787899852 0.3296519332084394
23 21 0.64 0.74 17711.0 0.38795082121001484 0.4103480667915606 0.2520491787899852 0.3296519332084394
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