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2963306349fdeb0a0daa7f4d7f1813e5
mooc-rr
Commits
9b13ccc2
Commit
9b13ccc2
authored
Dec 13, 2024
by
2963306349fdeb0a0daa7f4d7f1813e5
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réalisation des 2 figures
parent
2db42582
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exercice.ipynb
module2/exo3/exercice.ipynb
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module2/exo3/exercice.ipynb
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9b13ccc2
{
{
"cells": [],
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"l= [\n",
" 14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0]\n",
"\n",
"# Convertir la liste en un tableau NumPy\n",
"data = np.array(l)\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Créer le graphique\n",
"plt.plot(data)\n",
"\n",
"# Ajouter un titre et des étiquettes aux axes\n",
"plt.title(\"Série temporelle de l\")\n",
"plt.xlabel(\"Index\")\n",
"plt.ylabel(\"Valeur\")\n",
"\n",
"# Afficher le graphique\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.hist(l, bins=10) # \n",
"plt.xlabel(\"Valeur\")\n",
"plt.ylabel(\"Fréquence\")\n",
"plt.title(\"Histogramme de l\")\n",
"plt.show()"
]
}
],
"metadata": {
"metadata": {
"kernelspec": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3",
...
@@ -16,10 +90,9 @@
...
@@ -16,10 +90,9 @@
"name": "python",
"name": "python",
"nbconvert_exporter": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"pygments_lexer": "ipython3",
"version": "3.6.
3
"
"version": "3.6.
4
"
}
}
},
},
"nbformat": 4,
"nbformat": 4,
"nbformat_minor": 2
"nbformat_minor": 2
}
}
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