retest

parent 21020413
...@@ -30,6 +30,48 @@ ...@@ -30,6 +30,48 @@
"cat(\"Maximum :\", maximum, \"\\n\")\n", "cat(\"Maximum :\", maximum, \"\\n\")\n",
"cat(\"Médiane :\", median_value, \"\\n\")" "cat(\"Médiane :\", median_value, \"\\n\")"
] ]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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jWKyNQOagnC6diRciKamohIrOQmkaFYoyYCK08AAAAIwIMP0rhx9NWvFnocCSd0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\nrkJggg==",
"text/plain": [
"Plot with title “Plot de la séquence (ligne)”"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plot(data, type=\"l\", col=\"blue\", lwd=2, xlab=\"Index\", ylab=\"Valeur\",\n",
" main=\"Plot de la séquence (ligne)\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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DsAgEAIOwCAQAg7AIBAFB92r7766vz580thFAAAfojiw+7SSy997bXXSmEUAAB+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\nAARC2AEABELYAYeuyy6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"text/plain": [
"Plot with title “Valeurs en Y, Index en X”"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"hist(data, col=\"blue\", border=\"black\",\n",
" xlab=\"Index\", ylab=\"Valeur\", main=\"Valeurs en Y, Index en X\")"
]
} }
], ],
"metadata": { "metadata": {
......
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