{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "liste <- c(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": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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srEiRPXrFmzZ8+eA3fI+4kUAADEpfCwe/TRRwcNGhRFUZUqVdLT00t+JAAADkXh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\nieJNSalLJpNRVCGKFsQ9SBH9O4qOj3sGAIJSbg6eiKLos88+W7B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C2AEABELYAd9oV155ZSKRWLNmTe7lL774Iu6hAA6RsAP4X23btu3W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", "text/plain": [ "Plot with title “Histogram of liste”" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hist(liste, col=\"blue\")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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Yiq2M99rtP2T5N6HfV6NysxqLBzO3ZjYz46ybSbHK+pbumDwo6QNHDffbjxxl7v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\nr+Dss/GLXyCVQiLh9TERQgghHkF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