diff --git a/module2/exo3/exercice.ipynb b/module2/exo3/exercice.ipynb index 0bbbe371b01e359e381e43239412d77bf53fb1fb..53136c7a9cb974deb820dce17c4c12916f36448d 100644 --- a/module2/exo3/exercice.ipynb +++ b/module2/exo3/exercice.ipynb @@ -1,5 +1,106 @@ { - "cells": [], + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercice 2-3\n", + "Réaliser un affichage graphique (séquence plot + histogramme) des données suivantes." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "data = np.array([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": [ + "## Sequence Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "plt.plot(data, color='blue', linewidth=1)\n", + "plt.xlim(0, 100)\n", + "plt.ylim(0, 25)\n", + "\n", + "plt.xticks(range(0, 101, 20))\n", + "plt.yticks(range(0, 26, 5))\n", + "\n", + "plt.grid(True, linestyle=':', linewidth=0.7, color='gray')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Histogram Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(data, color='blue', edgecolor='black', linewidth=1)\n", + "\n", + "plt.xlim(0, 25)\n", + "plt.ylim(0, 25)\n", + "\n", + "plt.xticks(range(0, 26, 5))\n", + "plt.yticks(range(0, 26, 5))\n", + "\n", + "plt.grid(True, linestyle=':', linewidth=0.7, color='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], "metadata": { "kernelspec": { "display_name": "Python 3", @@ -16,10 +117,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.3" + "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 } -