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40b4b9646ff373fd7a7b82d082e9f49d
mooc-rr
Commits
cda80acb
Commit
cda80acb
authored
Jan 28, 2024
by
40b4b9646ff373fd7a7b82d082e9f49d
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ecriture exo 3
parent
9660c9fb
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exercice.ipynb
module2/exo3/exercice.ipynb
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module2/exo3/exercice.ipynb
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cda80acb
{
{
"cells": [],
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Réaliser un affichage graphique"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"values = [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]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Série des données :"
]
},
{
"cell_type": "code",
"execution_count": 7,
"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": [
"fig, ax = plt.subplots(1)\n",
"ax.plot(values)\n",
"ax.grid(\"on\")\n",
"ax.tick_params(direction=\"in\", grid_color=\"black\", grid_alpha=0.7, grid_linestyle=\"--\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Histogram des données : "
]
},
{
"cell_type": "code",
"execution_count": 8,
"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": [
"fig, ax = plt.subplots(1)\n",
"ax.hist(values)\n",
"ax.grid(\"on\")\n",
"ax.tick_params(direction=\"in\", grid_color=\"black\", grid_alpha=0.7, grid_linestyle=\"--\")\n",
"plt.show()"
]
}
],
"metadata": {
"metadata": {
"kernelspec": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3",
...
@@ -16,10 +101,9 @@
...
@@ -16,10 +101,9 @@
"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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