Jochen Hanisch-Johannsen
7e75ed790c
- 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
5.8 KiB
5.8 KiB
| 1 | Effekt_abs | Effekt_sign | Effekt_norm01 |
|---|---|---|---|
| 2 | 0.96 | 1 | 0.7164179104477612 |
| 3 | 0.73 | 1 | 0.544776119402985 |
| 4 | 0.37 | 1 | 0.2761194029850746 |
| 5 | 0.55 | 1 | 0.41044776119402987 |
| 6 | 1.28 | 1 | 0.9552238805970149 |
| 7 | 0.62 | 1 | 0.46268656716417905 |
| 8 | 0.63 | 1 | 0.47014925373134325 |
| 9 | 0.2 | 1 | 0.14925373134328357 |
| 10 | 0.03 | -1 | 0.022388059701492536 |
| 11 | 0.94 | 1 | 0.7014925373134328 |
| 12 | 0.96 | 1 | 0.7164179104477612 |
| 13 | 0.4 | 1 | 0.29850746268656714 |
| 14 | 0.84 | 1 | 0.626865671641791 |
| 15 | 0.19 | 1 | 0.1417910447761194 |
| 16 | 0.26 | 1 | 0.19402985074626866 |
| 17 | 0.35 | 1 | 0.26119402985074625 |
| 18 | 0.41 | 1 | 0.3059701492537313 |
| 19 | 0.64 | 1 | 0.47761194029850745 |
| 20 | 0.51 | 1 | 0.3805970149253731 |
| 21 | 0.66 | 1 | 0.4925373134328358 |
| 22 | 0.18 | 1 | 0.13432835820895522 |
| 23 | 0.03 | -1 | 0.022388059701492536 |
| 24 | 0.61 | 1 | 0.4552238805970149 |
| 25 | 0.5 | 1 | 0.3731343283582089 |
| 26 | 0.08 | 1 | 0.05970149253731343 |
| 27 | 0.5 | 1 | 0.3731343283582089 |
| 28 | 0.2 | 1 | 0.14925373134328357 |
| 29 | 0.74 | 1 | 0.5522388059701492 |
| 30 | 0.54 | 1 | 0.40298507462686567 |
| 31 | 0.16 | 1 | 0.11940298507462686 |
| 32 | 0.4 | -1 | 0.29850746268656714 |
| 33 | 0.3 | -1 | 0.22388059701492535 |
| 34 | 0.65 | -1 | 0.48507462686567165 |
| 35 | 0.04 | -1 | 0.029850746268656716 |
| 36 | 0.03 | 1 | 0.022388059701492536 |
| 37 | 0.46 | -1 | 0.34328358208955223 |
| 38 | 0.18 | 1 | 0.13432835820895522 |
| 39 | 0.41 | -1 | 0.3059701492537313 |
| 40 | 0.59 | -1 | 0.4402985074626865 |
| 41 | 0.04 | -1 | 0.029850746268656716 |
| 42 | 0.51 | -1 | 0.3805970149253731 |
| 43 | 0.42 | -1 | 0.3134328358208955 |
| 44 | 0.63 | -1 | 0.47014925373134325 |
| 45 | 0.08 | 1 | 0.05970149253731343 |
| 46 | 0.02 | 1 | 0.014925373134328358 |
| 47 | 0.13 | -1 | 0.09701492537313433 |
| 48 | 0.25 | 1 | 0.18656716417910446 |
| 49 | 0.17 | 1 | 0.12686567164179105 |
| 50 | 0.29 | -1 | 0.21641791044776115 |
| 51 | 0.19 | -1 | 0.1417910447761194 |
| 52 | 0.0 | 0 | 0.0 |
| 53 | 0.56 | 1 | 0.41791044776119407 |
| 54 | 0.12 | -1 | 0.08955223880597014 |
| 55 | 0.05 | 1 | 0.03731343283582089 |
| 56 | 0.03 | 1 | 0.022388059701492536 |
| 57 | 0.05 | 1 | 0.03731343283582089 |
| 58 | 0.14 | 1 | 0.10447761194029852 |
| 59 | 0.26 | -1 | 0.19402985074626866 |
| 60 | 0.24 | 1 | 0.1791044776119403 |
| 61 | 0.21 | 1 | 0.15671641791044774 |
| 62 | 0.33 | 1 | 0.2462686567164179 |
| 63 | 0.4 | 1 | 0.29850746268656714 |
| 64 | 0.41 | 1 | 0.3059701492537313 |
| 65 | 0.06 | 1 | 0.04477611940298507 |
| 66 | 0.49 | 1 | 0.3656716417910447 |
| 67 | 0.33 | -1 | 0.2462686567164179 |
| 68 | 0.21 | 1 | 0.15671641791044774 |
| 69 | 0.38 | -1 | 0.2835820895522388 |
| 70 | 0.15 | -1 | 0.11194029850746268 |
| 71 | 0.39 | 1 | 0.291044776119403 |
| 72 | 0.22 | 1 | 0.16417910447761194 |
| 73 | 0.19 | 1 | 0.1417910447761194 |
| 74 | 0.27 | 1 | 0.20149253731343283 |
| 75 | 0.05 | 1 | 0.03731343283582089 |
| 76 | 0.24 | 1 | 0.1791044776119403 |
| 77 | 0.04 | 1 | 0.029850746268656716 |
| 78 | 0.23 | 1 | 0.17164179104477612 |
| 79 | 0.07 | 1 | 0.05223880597014926 |
| 80 | 0.09 | -1 | 0.06716417910447761 |
| 81 | 0.17 | 1 | 0.12686567164179105 |
| 82 | 0.1 | 1 | 0.07462686567164178 |
| 83 | 0.23 | 1 | 0.17164179104477612 |
| 84 | 0.09 | 1 | 0.06716417910447761 |
| 85 | 0.05 | 1 | 0.03731343283582089 |
| 86 | 0.33 | 1 | 0.2462686567164179 |
| 87 | 0.05 | 1 | 0.03731343283582089 |
| 88 | 0.27 | 1 | 0.20149253731343283 |
| 89 | 0.18 | 1 | 0.13432835820895522 |
| 90 | 0.37 | 1 | 0.2761194029850746 |
| 91 | 0.53 | 1 | 0.39552238805970147 |
| 92 | 0.48 | 1 | 0.3582089552238806 |
| 93 | 0.17 | 1 | 0.12686567164179105 |
| 94 | 0.02 | 1 | 0.014925373134328358 |
| 95 | 0.09 | 1 | 0.06716417910447761 |
| 96 | 0.09 | 1 | 0.06716417910447761 |
| 97 | 0.01 | -1 | 0.007462686567164179 |
| 98 | 0.16 | 1 | 0.11940298507462686 |
| 99 | 0.46 | 1 | 0.34328358208955223 |
| 100 | 0.52 | 1 | 0.3880597014925373 |
| 101 | 0.21 | 1 | 0.15671641791044774 |
| 102 | 0.43 | 1 | 0.3208955223880597 |
| 103 | 0.16 | 1 | 0.11940298507462686 |
| 104 | 0.28 | -1 | 0.20895522388059704 |
| 105 | 0.82 | 1 | 0.6119402985074626 |
| 106 | 0.2 | -1 | 0.14925373134328357 |
| 107 | 0.3 | 1 | 0.22388059701492535 |
| 108 | 0.44 | 1 | 0.3283582089552239 |
| 109 | 0.29 | 1 | 0.21641791044776115 |
| 110 | 0.66 | 1 | 0.4925373134328358 |
| 111 | 0.62 | 1 | 0.46268656716417905 |
| 112 | 0.24 | -1 | 0.1791044776119403 |
| 113 | 0.35 | 1 | 0.26119402985074625 |
| 114 | 0.46 | 1 | 0.34328358208955223 |
| 115 | 0.26 | -1 | 0.19402985074626866 |
| 116 | 0.45 | 1 | 0.33582089552238803 |
| 117 | 0.24 | -1 | 0.1791044776119403 |
| 118 | 0.22 | 1 | 0.16417910447761194 |
| 119 | 0.36 | 1 | 0.26865671641791045 |
| 120 | 0.61 | 1 | 0.4552238805970149 |
| 121 | 1.3 | 1 | 0.9701492537313433 |
| 122 | 1.09 | 1 | 0.8134328358208955 |
| 123 | 0.85 | 1 | 0.6343283582089552 |
| 124 | 1.34 | 1 | 1.0 |
| 125 | 0.1 | 1 | 0.07462686567164178 |
| 126 | 0.39 | 1 | 0.291044776119403 |
| 127 | 0.44 | 1 | 0.3283582089552239 |
| 128 | 0.26 | 1 | 0.19402985074626866 |
| 129 | 1.01 | 1 | 0.753731343283582 |
| 130 | 0.13 | 1 | 0.09701492537313433 |
| 131 | 0.57 | 1 | 0.42537313432835816 |
| 132 | 0.82 | 1 | 0.6119402985074626 |
| 133 | 0.42 | 1 | 0.3134328358208955 |
| 134 | 0.38 | 1 | 0.2835820895522388 |
| 135 | 0.47 | 1 | 0.3507462686567164 |
| 136 | 0.48 | 1 | 0.3582089552238806 |
| 137 | 0.75 | 1 | 0.5597014925373134 |
| 138 | 0.43 | 1 | 0.3208955223880597 |
| 139 | 0.62 | 1 | 0.46268656716417905 |
| 140 | 0.67 | 1 | 0.5 |
| 141 | 0.8 | 1 | 0.5970149253731343 |
| 142 | 0.13 | 1 | 0.09701492537313433 |
| 143 | 0.5 | 1 | 0.3731343283582089 |
| 144 | 0.5 | 1 | 0.3731343283582089 |
| 145 | 0.14 | 1 | 0.10447761194029852 |
| 146 | 0.47 | 1 | 0.3507462686567164 |
| 147 | 0.53 | 1 | 0.39552238805970147 |
| 148 | 0.53 | 1 | 0.39552238805970147 |
| 149 | 0.55 | 1 | 0.41044776119402987 |
| 150 | 0.33 | 1 | 0.2462686567164179 |
| 151 | 0.38 | 1 | 0.2835820895522388 |
| 152 | 0.25 | 1 | 0.18656716417910446 |
| 153 | 0.46 | 1 | 0.34328358208955223 |
| 154 | 0.49 | 1 | 0.3656716417910447 |
| 155 | 0.53 | 1 | 0.39552238805970147 |
| 156 | 0.39 | 1 | 0.291044776119403 |
| 157 | 0.16 | 1 | 0.11940298507462686 |
| 158 | 0.45 | 1 | 0.33582089552238803 |
| 159 | 0.4 | 1 | 0.29850746268656714 |
| 160 | 0.97 | 1 | 0.7238805970149254 |
| 161 | 0.4 | 1 | 0.29850746268656714 |
| 162 | 0.09 | 1 | 0.06716417910447761 |
| 163 | 0.51 | 1 | 0.3805970149253731 |
| 164 | 0.34 | 1 | 0.2537313432835821 |
| 165 | 0.49 | 1 | 0.3656716417910447 |
| 166 | 0.12 | 1 | 0.08955223880597014 |
| 167 | 0.52 | 1 | 0.3880597014925373 |
| 168 | 0.4 | 1 | 0.29850746268656714 |
| 169 | 0.2 | 1 | 0.14925373134328357 |
| 170 | 0.38 | 1 | 0.2835820895522388 |
| 171 | 0.41 | 1 | 0.3059701492537313 |
| 172 | 0.83 | 1 | 0.6194029850746268 |
| 173 | 0.19 | 1 | 0.1417910447761194 |
| 174 | 0.62 | 1 | 0.46268656716417905 |
| 175 | 0.64 | 1 | 0.47761194029850745 |
| 176 | 0.6 | 1 | 0.4477611940298507 |
| 177 | 0.44 | 1 | 0.3283582089552239 |
| 178 | 0.67 | 1 | 0.5 |
| 179 | 0.47 | 1 | 0.3507462686567164 |
| 180 | 1.09 | 1 | 0.8134328358208955 |
| 181 | 0.47 | 1 | 0.3507462686567164 |
| 182 | 0.55 | 1 | 0.41044776119402987 |
| 183 | 0.49 | 1 | 0.3656716417910447 |
| 184 | 0.39 | 1 | 0.291044776119403 |
| 185 | 0.82 | 1 | 0.6119402985074626 |
| 186 | 0.54 | 1 | 0.40298507462686567 |
| 187 | 0.4 | 1 | 0.29850746268656714 |
| 188 | 0.39 | 1 | 0.291044776119403 |
| 189 | 0.59 | 1 | 0.4402985074626865 |
| 190 | 0.67 | 1 | 0.5 |
| 191 | 0.56 | 1 | 0.41791044776119407 |
| 192 | 0.63 | 1 | 0.47014925373134325 |
| 193 | 0.29 | 1 | 0.21641791044776115 |
| 194 | 0.26 | -1 | 0.19402985074626866 |
| 195 | 0.21 | 1 | 0.15671641791044774 |
| 196 | 0.73 | 1 | 0.544776119402985 |
| 197 | 0.64 | 1 | 0.47761194029850745 |
| 198 | 0.16 | 1 | 0.11940298507462686 |
| 199 | 0.08 | 1 | 0.05970149253731343 |
| 200 | 0.04 | 1 | 0.029850746268656716 |
| 201 | 0.45 | 1 | 0.33582089552238803 |
| 202 | 0.61 | 1 | 0.4552238805970149 |
| 203 | 0.56 | 1 | 0.41791044776119407 |
| 204 | 0.5 | 1 | 0.3731343283582089 |
| 205 | 0.6 | 1 | 0.4477611940298507 |
| 206 | 0.74 | 1 | 0.5522388059701492 |
| 207 | 0.27 | 1 | 0.20149253731343283 |
| 208 | 0.92 | 1 | 0.6865671641791045 |
| 209 | 0.52 | 1 | 0.3880597014925373 |
| 210 | 0.45 | 1 | 0.33582089552238803 |
| 211 | 0.52 | 1 | 0.3880597014925373 |
| 212 | 0.58 | 1 | 0.4328358208955223 |
| 213 | 0.62 | 1 | 0.46268656716417905 |
| 214 | 0.54 | 1 | 0.40298507462686567 |
| 215 | 0.54 | 1 | 0.40298507462686567 |
| 216 | 0.18 | 1 | 0.13432835820895522 |
| 217 | 0.21 | 1 | 0.15671641791044774 |
| 218 | 0.53 | 1 | 0.39552238805970147 |
| 219 | 0.41 | 1 | 0.3059701492537313 |
| 220 | 0.29 | 1 | 0.21641791044776115 |
| 221 | 0.11 | 1 | 0.08208955223880597 |
| 222 | 0.74 | 1 | 0.5522388059701492 |
| 223 | 0.53 | 1 | 0.39552238805970147 |
| 224 | 0.16 | 1 | 0.11940298507462686 |
| 225 | 0.24 | 1 | 0.1791044776119403 |
| 226 | 0.1 | 1 | 0.07462686567164178 |
| 227 | 0.29 | 1 | 0.21641791044776115 |