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April 2, 2024 11:07
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "9076373a", | |
"metadata": {}, | |
"source": [ | |
"https://qiita.com/DS27/items/58f05766945c63453506" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "f473efca", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import matplotlib.pyplot as plt\n", | |
"import numpy as np" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "06fdabfb", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"dic = { \n", | |
"'T.P.' :0\n", | |
",'K.P.' :-0.8745\n", | |
",'S.P.' :-0.0873\n", | |
",'Y.P.' :-0.8402\n", | |
",'A.P.' :-1.1344\n", | |
",'O.P.' :-1.3\n", | |
",'A.P.' :-0.8333\n", | |
",'T.P.w.':0.113\n", | |
",'B.S.L.':84.371\n", | |
"}" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "6066a7b5", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 60x750 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%matplotlib inline\n", | |
"\n", | |
"plt.xkcd()\n", | |
"fig = plt.figure(figsize=(0.4, 5), dpi=150)\n", | |
"ax = fig.add_subplot(111, ylim=(-1, 0.6), xlim=(0, 1))\n", | |
"\n", | |
"for y in np.arange(-1,0.6,0.4):\n", | |
" ax.axhspan(y, y + 0.2, alpha=1, color='k')\n", | |
"\n", | |
"ax.tick_params(labelbottom=False,bottom=False)\n", | |
"\n", | |
"arrow_dict = dict(arrowstyle=\"->\", color=\"k\")\n", | |
"\n", | |
"ax.annotate('T.P.+0m' , xy=(1,0) , xytext=(2,0), color=\"k\", arrowprops=arrow_dict) \n", | |
"ax.annotate('K.P.+0m' , xy=(1,-0.8745), xytext=(2,-0.8745-0.08), color=\"k\", arrowprops=arrow_dict)\n", | |
"ax.annotate('S.P.+0m' , xy=(1,-0.0873), xytext=(2,-0.0873), color=\"k\", arrowprops=arrow_dict)\n", | |
"ax.annotate('Y.P.+0m' , xy=(1,-0.8402), xytext=(2.5,-0.8402-0.0), color=\"k\", arrowprops=arrow_dict)\n", | |
"ax.annotate('O.P.+0m' , xy=(1,-1.3) , xytext=(2,-1.3), color=\"k\", arrowprops=arrow_dict)\n", | |
"ax.annotate('A.P.+0m' , xy=(1,-0.8333), xytext=(2,-0.8333+0.1), color=\"k\", arrowprops=arrow_dict)\n", | |
"ax.annotate('T.P.w.+0m', xy=(1,0.113) , xytext=(2,0.113), color=\"k\", arrowprops=arrow_dict)\n", | |
"plt.savefig('fig.png' , bbox_inches = 'tight')\n", | |
"\n", | |
"plt.show()" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"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": "3.10.12" | |
}, | |
"toc": { | |
"base_numbering": 1, | |
"nav_menu": {}, | |
"number_sections": true, | |
"sideBar": true, | |
"skip_h1_title": false, | |
"title_cell": "Table of Contents", | |
"title_sidebar": "Contents", | |
"toc_cell": false, | |
"toc_position": {}, | |
"toc_section_display": true, | |
"toc_window_display": false | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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