Grille derrière graphes

parent 0199f071
...@@ -7,7 +7,7 @@ ...@@ -7,7 +7,7 @@
"outputs": [ "outputs": [
{ {
"data": { "data": {
"image/png": 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\n", 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\n",
"text/plain": [ "text/plain": [
"<Figure size 432x288 with 1 Axes>" "<Figure size 432x288 with 1 Axes>"
] ]
...@@ -22,8 +22,8 @@ ...@@ -22,8 +22,8 @@
"%matplotlib inline\n", "%matplotlib inline\n",
"import matplotlib.pyplot as plt\n", "import matplotlib.pyplot as plt\n",
"plt.plot([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([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.grid(which='major', axis='x', linestyle='dashed')\n", "plt.plot()\n",
"plt.grid(which='major', axis='y', linestyle='dashed')\n", "plt.grid(color = 'gray', linestyle = '--', linewidth = 0.5)\n",
"plt.show()" "plt.show()"
] ]
}, },
...@@ -34,7 +34,7 @@ ...@@ -34,7 +34,7 @@
"outputs": [ "outputs": [
{ {
"data": { "data": {
"image/png": 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\n", 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\n",
"text/plain": [ "text/plain": [
"<Figure size 432x288 with 1 Axes>" "<Figure size 432x288 with 1 Axes>"
] ]
...@@ -51,8 +51,8 @@ ...@@ -51,8 +51,8 @@
"import matplotlib.pyplot as plt\n", "import matplotlib.pyplot as plt\n",
"x = [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", "x = [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.hist(x, bins=10, edgecolor = 'black')\n", "plt.hist(x, bins=10, edgecolor = 'black')\n",
"plt.grid(which='major', axis='x', linestyle='dashed')\n", "plt.plot()\n",
"plt.grid(which='major', axis='y', linestyle='dashed')\n", "plt.grid(color = 'gray', linestyle = '--', linewidth = 0.5)\n",
"plt.show()" "plt.show()"
] ]
} }
......
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