{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Exercice 3\n", "\n", "Réaliser un affichage graphique (séquence plot + histogramme) des données de l'exercice précédent. \n", "\n", "J'importe pyplot puis j'utilise la fonction `plot` en spécifiant la couleur. J'ajuste les axes. J'ajoute la grille en fond.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "\n", "Data =[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", "plt.plot(Data, 'b')\n", "plt.xlim(0,100)\n", "plt.ylim(0,25)\n", "plt.grid(ls=':')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Avec la fonction `hist` je génère l'histogramme. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.hist(Data,facecolor='b', edgecolor='k')\n", "plt.xlim(0,25)\n", "plt.ylim(0,25)\n", "plt.grid(ls=':')\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 }