... | @@ -115,29 +115,29 @@ On suppose ici que l'on va choisir a priori une correspondance entre valeurs et |
... | @@ -115,29 +115,29 @@ On suppose ici que l'on va choisir a priori une correspondance entre valeurs et |
|
| Légende par colorbar | Légende construite à partir des classes de valeurs|
|
|
| Légende par colorbar | Légende construite à partir des classes de valeurs|
|
|
|-------------------------------|----------------------------------------------------------|
|
|
|-------------------------------|----------------------------------------------------------|
|
|
| ![test_scatter_3](uploads/26181233c98a12ef4a8b0b955d238c17/test_scatter_3.png) |
|
|
| ![test_scatter_3](uploads/26181233c98a12ef4a8b0b955d238c17/test_scatter_3.png) |
|
|
```
|
|
| ![test_scatter_3]
|
|
| ![test_scatter_3](data:image/png;base64,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) 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| Colorbar basée sur la colormap continue discrétisée avec BoundaryNorm | méthode legend, arguments *points.legend_elements() |
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| Colorbar basée sur la colormap continue discrétisée avec BoundaryNorm | méthode legend, arguments \*points.legend_elements() |
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\`\`\`python
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```python
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DICO_COULEURS_MOIS = {1: "dimgrey", 2: "black", 3: "palegreen", 4: 'mediumspringgreen', 5: 'forestgreen', 6: 'gold', 7: 'orange', 8:'orangered', 9:'deepskyblue', 10:'royalblue', 11:'navy', 12:'silver'}
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DICO_COULEURS_MOIS = {1: "dimgrey", 2: "black", 3: "palegreen", 4: 'mediumspringgreen', 5: 'forestgreen', 6: 'gold', 7: 'orange', 8:'orangered', 9:'deepskyblue', 10:'royalblue', 11:'navy', 12:'silver'}
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\# on place les valeurs du dictionnaire dans une liste de couleurs
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# on place les valeurs du dictionnaire dans une liste de couleurs
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cmap = colors.ListedColormap(list(DICO_COULEURS_MOIS.values()))
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cmap = colors.ListedColormap(list(DICO_COULEURS_MOIS.values()))
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\# on définit les limites de classe ; ici pour être sûr du résultat on place les limites entre les entiers et en plus ça permettra de bien tracer l'échelle ;
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# on définit les limites de classe ; ici pour être sûr du résultat on place les limites entre les entiers et en plus ça permettra de bien tracer l'échelle ;
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\# avec np.arange on crée un vecteur de 0.5 inclus à 13 exclu par pas de 1:
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# avec np.arange on crée un vecteur de 0.5 inclus à 13 exclu par pas de 1:
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bounds =np.arange(0.5,13,1)
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bounds =np.arange(0.5,13,1)
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norm = colors.BoundaryNorm(bounds, cmap.N) # cmap.N = nb de couleurs de cmap
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norm = colors.BoundaryNorm(bounds, cmap.N) # cmap.N = nb de couleurs de cmap
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plt.scatter(dates, liste_mois, c=liste_mois, cmap=cmap, norm=norm, s=\[4 \* (date.year - 1990) for date in dates\], edgecolor='none')
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plt.scatter(dates, liste_mois, c=liste_mois, cmap=cmap, norm=norm, s=\[4 \* (date.year - 1990) for date in dates\], edgecolor='none')
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\# on place les ticks de 1 à 12 (13 exclus) ; les limites de classe sont issues de bounds
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# on place les ticks de 1 à 12 (13 exclus) ; les limites de classe sont issues de bounds
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cbar = plt.colorbar(ticks=range(1,13), label="code couleur des mois")
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cbar = plt.colorbar(ticks=range(1,13), label="code couleur des mois")
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\# facultatif : autre moyen d'écrire une légende customisée, en définissant la localisation du texte (= les 5 premières lettres de la couleur)
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# facultatif : autre moyen d'écrire une légende customisée, en définissant la localisation du texte (= les 5 premières lettres de la couleur)
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for mois in range(1,13):
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for mois in range(1,13):
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cbar.ax.text(1.5, mois, f"{DICO_COULEURS_MOIS\[mois\]\[0:5\]}", ha='center', va='center')
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cbar.ax.text(1.5, mois, f"{DICO_COULEURS_MOIS\[mois\]\[0:5\]}", ha='center', va='center')
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plt.title("test 4")
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plt.title("test 4")
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plt.show() |
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plt.show()
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```
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| ListedColorMap : colormap discrète définie par une liste | header |
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| ListedColorMap : colormap discrète définie par une liste | header |
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|----------------------------------------------------------|--------|
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|----------------------------------------------------------|--------|
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... | | ... | |