paimon_characters_graph.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# -*- coding: utf-8 -*-\n",
    "import matplotlib.pyplot as plt\n",
    "import json\n",
    "\n",
    "with open('paimon-moe-local-data.json','r') as f:\n",
    "    json_file = json.load(f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "{'default': 1, 'wish': 0, 'manual': 0}\n",
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      "{'default': 1, 'wish': 0, 'manual': 0}\n",
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      "{'default': 1, 'wish': 0, 'manual': 0}\n",
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      "[0, 1, 0, 0, 0, 4]\n",
      "{'default': 1, 'wish': 8, 'manual': 0}\n",
      "[0, 1, 0, 0, 0, 4, 8]\n",
      "{'default': 0, 'manual': 0, 'wish': 7}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7]\n",
      "{'default': 0, 'manual': 0, 'wish': 5}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7, 5]\n",
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      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4]\n",
      "{'default': 0, 'manual': 0, 'wish': 3}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4, 3]\n",
      "{'default': 0, 'manual': 0, 'wish': 7}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4, 3, 7]\n",
      "{'default': 0, 'manual': 0, 'wish': 5}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4, 3, 7, 5]\n",
      "{'default': 0, 'manual': 0, 'wish': 6}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4, 3, 7, 5, 6]\n",
      "{'default': 0, 'manual': 0, 'wish': 1}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4, 3, 7, 5, 6, 1]\n",
      "{'default': 0, 'manual': 0, 'wish': 2}\n",
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      "{'default': 0, 'manual': 0, 'wish': 8}\n",
      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4, 3, 7, 5, 6, 1, 2, 1, 8]\n",
      "{'default': 0, 'manual': 0, 'wish': 1}\n",
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      "{'default': 0, 'manual': 0, 'wish': 4}\n",
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      "[0, 1, 0, 0, 0, 4, 8, 7, 5, 4, 3, 7, 5, 6, 1, 2, 1, 8, 1, 4, 3, 1, 1]\n",
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      "{'default': 0, 'manual': 0, 'wish': 1}\n",
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      "{'default': 0, 'manual': 0, 'wish': 1}\n",
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     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 800x1600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "characters_list = json_file.get('characters')\n",
    "wish_list = []\n",
    "for character in characters_list:\n",
    "    print(characters_list[character])\n",
    "    wish_list.append(characters_list[character]['wish'])\n",
    "    print(wish_list)\n",
    "plt.figure(figsize=(8, 16),dpi=100) #画像サイズ調整\n",
    "plt.barh(range(len(wish_list)),wish_list) #横グラスのインスタンス\n",
    "plt.grid(axis='x') #背景グリッド設定\n",
    "plt.yticks(range(len(wish_list)),characters_list.keys()) #y軸設定\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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DTxqZ9ImqegPwVODjSf6hqg73UlxHS+zDO4ArqupYP5WtzBL70bIlb9WgXjR1XCxi3fNpqoK7qv5w9HWS3Ul+saq+lOSTwFOAw70U19H4PgAk2QM8UFXXPXiN6bTQfjTu5K0avjp8PNJvOWrxuBiVZDfw2T7yaaqHSoDHMLisHuDJwGrvMtibJOcArwZe23ctm5y3apgiG+S46C2fpj243wk8N8kB4M6q+nzfBa3Cq4BHA/NJbh92GVp/63mrBi1vIxwXveWTl7xLUmOmveOWJI0xuCWpMQa3JDXG4JakxhjcktQYg1uSGvP/eZ3ogM49D0oAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib\n",
    "\n",
    "matplotlib.rcParams['font.sans-serif']=['MS Gothic']\n",
    "matplotlib.rcParams['axes.unicode_minus']=False\n",
    "data = np.random.randn(1000)\n",
    "plt.hist(data,bins=30)\n",
    "plt.grid(axis='y') #背景グリッド設定\n",
    "plt.title(\"ヒストグラフ\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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iXyf+ReIi9MW6qejD8h3oQ/QJ6Ba/bE9Fer3lvhF9rpE2dmRlHXb9sKG+H+6nKlq66E+RU9I12G1OKSuv/Go3l81Bh2of4AoReR59YetiEbkYOAh9vnwRcG+79ULooAOfHeIDn100uxb4R5z9jQdGoz80IugemQuAdbF1PgT6x1nvM54Nd+wimmfuaffEC/0Kjn+xX8FS03UkS+yJL79MnviTPU1TJCJ56CPIvdGhegCYrpR6E/g5+i5OW5bmAle0Wz2IvjAWzyR0i74oznuTgR+ixymYiB6Eohy4WSm1DPglcEqXdXv1arkTcmYDN5iuo7cCSq1/uWZt3qBo1Ev9rBPirtZvLvx15Jte7YnWG9/e00SDIpKtlIrbIV9ERiil1otI222wMJDV2fLdISKi+hhOT4bbCTmDgGr0BYe0NTwcfuv5T9cdbbqORNqsipYc2XzfEabrSLCPgYOrZk9LTod7Q7x6WH41aR5sgA3Z2UffPniQb2YvUYqG6S23+HH4ov3Rh8++4rlwOyFnAHCV6ToS5bGiwmOW5uX6Yv6xxyKnLF6tRo4xXUeS3OS3KYI9F27gQjzeYaVHRHIvHFGaVy+ya88Le9culf/BzeEL/XSe3dE+9O62mGd5KtxOyAkAV5quI9FaRcbOHFG61HQdvRV74ivbw098JcrFpgtIJE+FG33D3i+3WHbzcV7ucXOLi9JyeOQXokcsfE+Ny4TB/r/hpyGRvRbuq00XkEx3Dyo+fFVOdrXpOnqiWWWvvqL16kmm60iRXPSDGb7gmXA7Iedg4FTTdSSVSOG3Rw5vaNHdCj1PKdR3W6/Z0UJOYh/+9jbfHJp7Jtz46BOzKw2BwEFXDB/2huk6uuNdNW7BS9EJ6fbEV18dVFZeOdl0EYngpXCfYbqAVFmUn3fCU4X9FpuuoysRFVg/s6V8vOk6DPFF6+2JcDsh5wA8MOhhyojIzUOHjN2YlbXRdCmdKQ9f/Oku+pkbYbYT0ZbujRfXRzPKyitTOb9ZUngi3GRQq91GiQydPmr4umj8Z3mNWhUd/sYTkZP63G1WhVupfaICgKaaZay5N8j6h69j/cPX0bol/qzIKhph099/xrq5l7NzydMA7HzvOWr/qkcmblz1dl/L6o5+pMkYAl2x4TZoW1bWhJtKhniqe2pUsW1Gyy19fsw22trMugevpLH6vc++V3j4aYyYeScjZt5JzpC94q7X8PEbZBWVMOKCe9j53nNEm+uJ7NxC/t6HE2lKaT+g81K5s2QwHm4n5AxHD12TkZ7u3++41wryXdN1tLkrfNYHmxlY0tftBHLyGHXJfWQP+Py2cfO6j9nwxxvY9spDna4X3r6BnCFjkEAWOYNH07x+BYgQyC2gdVMV2cVJncy1vaPLyis9d1rSE8bDjR5mxld9entEJPuK0pJBdQGpM13KJlX8zj2RM5NzpTiQQ3ZxCaXn/IzmNR/QunVt3MWyi0tprV2FCrfQsnEl0YbtEI0SbdxJ69Z15A5P2dgdWcDxqdpZMngh3GeYLsC0iMjos0cO/9BkDUpRP73llqTNypk/+iCGnP49RALkjTyQ1s01cZfrd8CxRBrqqH3yVrIHjQAJkFOyNy2bVhPIyaX2z7fQtCZl07SdnKodJYPRcDshp5A9jCaRKdbk5Bxz16BiY+ffj0ZOfbtKjYh/IpwADSvepHX7BgBUJIx00i9GRcIMmXo1pWf/BNXaTHbRMPofeByDT7uccF0thYefTlP1smSV2ZENdx98GT2qpAX8objoqOW5uStSvd+dqmD5LeHzk3oI2rr1UxpXLEJFIzSv+w+5pfEfIWiqepftrzxMpH474brazw7Dmz9dTk5JGVmpvTs3vqy8Mm2fUDQd7q8Y3r+3iBTMHFEaaBJpTNUulaL13JYbcxWBpP4uFB4+hYYVi9jw8LUUHvYlsvoV07p9A1vn/99uyxXscyStm6vY+PjNDDntMiRLD9AbbW4ge8BQIo07k1lmRwHA61MkdcroMEtOyHkfOMRYAR51aHPzgsfWbUzJxZznIke+fGnrtSelYl99Uf/RQvrtP4naJ/+X4kkzyN/r0FTt+jdVs6el5QNNxsLthJxc9GRqnh473ZQfbd76xjk7dyX1aaxmlb3KaZ47Kh0eDFGRViTLyByQbtXsaWk58YLJw/IDscHu1M+GDDq4Jju703mg+kop1KWt1+5Kh2ADpoINcGi6PuNtMtw9mcol84gUf2vU8O3h3SeSS5h31P4LXo6OT8sWKcUEOMl0Eb1hw+1huwKBQ79fmvjZS8IqsD7YcsOERG/Xx9Lyd9WG2+NeKSg44fl+BUsSuc3y8CWf1lOQ9kNHp1CZ6QJ6w4bb60QC1w8bOmpzVqBbc0nvycroiNefjJzoq4kSUqDMdAG9YSTcTsgZCCStN5TfREVKZ4wcXq30lK69346SrTNabsmEgQ4TbazpAnrDVMudspuUfrEpO/vIW4f0bfaSO8PTP9hCcVpe+TVsZFl5pbHL9b1lKtz2kLwXnhxQeOzb+Xkf9GbdWjXw7XsjZ/h5UoFkyiINjzRNhftAQ/tNbyI5lwwf1n+XSI/6YMae+BqerLIyRJnpAnrKVLjTtjO+aWGRvc8dObxHj0U9EvnS29Vq+Ohk1ZQh0u6821S4Cw3t1xdW5eZMvm9gUbfuf+9UBctnhYNpPeiAR5SZLqCnbLjT1L0Diyd8nJOzuqtllKL1nJabkv7EV4YoM11AT9lwpyuR/ueOLG1pgebOFnk2etTrrtpnv1SW5WNpN3WxDXcaawoEDvjO8GGL4r3XrHJWXtV6ZabM8ZUK/U0X0FM23GnunYL8E/9a2P+t9t9TiujFrdc1tJKda6ouH7L3ubvJhjuBKoYOHrc+K2t929/fVgcsXBA9zPYlSCwb7m6y4U4gJTJ4+qjhtRGIhFVg3fktP7RPfCVe2h0FpXywBCfkBICCVO/X7+qysg6/oWTIy5G1M/rXU3CU6Xp8KO1abhMjodhWO0me69//BLV/5fZCKrearsV/AjtgmukiesREuG2rnSxCQGCw6TL8KbrddAU9ZeKcu97APi2rr1pMF9BTKQ+3G3R3kaRxwSwriVpNF9BTpq6W7zC0X8vqLdtyd5PxGS0tq4c67ebrVabCvd3Qfi2rt+LPOexhpsK92dB+Lau3unwCz4tMhXv9nhexLE+x4e6mdYb2a1m9ZcPdTTbcVrqx4e6mtLs4YWU0BVSbLqKnTIU7abNXWlYSrHODrr0V1k3vY3upWekj7Q7JwVC43aDbACw3sW/L6oUq0wX0hslRMd/a8yKW5Qm25e4hG24rXaw0XUBvmAz3mwb3bVk90a0JILzGZLiXA7sM7t+yuqPaDbq25e4JN+hGgSWm9m9Z3TTfdAG9ZXqaGXvebXndi6YL6C3T4bbn3ZbX2XD3km25LS/7wA26afsEo9Fwu0G3BtsV1fKutG21wXzLDfCE6QIsqxNpezENvBHux0wXYFlxRICXTRfRF8bD7QbdxcAnpuuwrA7edYPudtNF9IXxcMfY1tvymkrTBfSVV8I9z3QBltVOFPiD6SL6yhPhdoPuR8BS03VYVsy/Yndy0ponwh1jD80tr/i96QISwWvhVqaLsDLeGuAZ00UkgmfC7QbdT4HXTNdhZbwH3KAbMV1EIngm3DH2wpplUgR4wHQRieK1cD8KbDVdhJWxKt2g65thtz0Vbjfo7gR+ZboOK2P54kJaG0+FO+Y32NbbSr1q4FnTRSSS58JtW2/LkPtjowP5hufCHWNbbyuVNgP3mC4i0TwZbtt6Wyl2e+x3zlc8Ge4Y23pbqVAD/NZ0Ecng2XDHPknvMl2H5XsV6TjJX3d4NtwxGdt6R5t9dW3Hq5YDD5suIlk8HW436O4gDc69696qY8XNK1j1s1VEW3Qot726jdV3dD7FlIoqaubUsOKmFWx5YQsAW1/ZSvWv9TTQO9/z3SmgF13tl66m8Xg63DG/wsMjtUQaI2z+12b2nbUvJVNLiNRHiIajbHpmU5fr7XhnBzlDchh32zi2vbKNSEOE8LYwhYcUEqn37e+bl/zFDbppPUbanng+3G7QbQS+Y7qOzux6fxfZxdlU3VFFw6oGcgblsO3VbQxwBnS5XkttC3kj85CAkDsil8bVjSAQyAvQtKaJ3JLcFP0EGakRuM50Ecnm+XADuEH3JTw6MkZLbQutW1opu6GMho8baFrTxPYF2xl88uAu18styaWppoloS5Sm6ibCO8KoqCJSH6F5QzP5Zfkp+gky0s/doFttuohkS4twx1wPbDBdREcqoig8tJBAdoCCfQvYtXwXAycPRHKky/WKJhYR3hmm+tfV5JbmIgEhf1Q+TZ82EcgNUH1nNfUf16fop8goHwF3mC4iFdIm3G7Q3QZcYbqOjrIHZH92EU0CwsY/b2T7a9upuaeGxtWNbH5uc9z1VEQx+qLRjP3BWKLNUXKG5FB8dDEjZ46kZXMLg04cRP2HNtwJ1gTMiJ3q+V7ahBvADbp/xWO3LvqN60f9B/WoqKJ5XTPjfjqOfWfty5grx1AwtoChpw+Nu96u93ex8cmNhHeEad3cSkFZAQD1H9eTv1c+WYVZqfwxMsX33aDrmi4iVdIq3DFXAlWmi2iTv1c+AyYMYOWsleQMySFveN5/LdNS28L6ebtPOTXgsAE0rWli9R2rGTlzJJKtD+OjjVFyBuUQ2WWvmCfY427Q9dUjnXsiSqXfsGVOyDkOeIX0/HDqUt1bdRRNLKL6rmpKvlpC/wP6my7JD1YCR8T6TWSMtAw3gBNybgd+ZLqORIuGowSyffeZZVILMNkNum+bLiTV0vm3aBbwgukiEs0GO+FuyMRgQxq33ABOyCkCFgKO6VosT/qHG3TPMF2EKWndTMTOoaYCvhnUzkqYT4ELTRdhUlqHG8ANumvQAc+oiyVWl3YCZ7pBNyOfKGyT9uEGcIPuMuAsIGy6Fsu4BmBapp5nt+eLcAO4Qfd5PPyAiZUSzcAZbtBdYLoQL/BNuAHcoPsgcKvpOiwjWoGzYh/yFml+tbwzTsh5EDjfdB1WykSAb7tB9wnThXiJr1rudr4D/MN0EVZKKOBCG+z/5stwu0G3FfgmcJ/pWqyku8wNup56mMgrfHlY3p4Tcm4Efmq6DisprnGD7t2mi/Aq34cbwAk5M9FTs+aYrsVKiDB6cENfjjeeKBkRbgAn5HwJ+AvQ9eBmltdtAqa7QfcV04V4XcaEG8AJOeOBZ4ARhkuxemcJ8A036NaYLiQd+PKCWmfcoLsUmAR8aLgUq+fmAcfZYHdfRrXcbZyQMwj4O3CC4VKsPYugH9u803Qh6SajWu42scEWT0EP9tBiuByrc1uBL9tg905GttztOSHHQQ+6ON5wKdbuXHQ/8VWmC0lXGdlytxcbDfNo4CfYp8q8IArMASbZYPdNxrfc7Tkh5yggBBxkupYM9SFwkRt03zBdiB9kfMvdnht0FwNHoCcftHPopk4r+mm+8TbYiWNb7k44IecE4EFgH9O1+NyLwFVu0F1uuhC/seHughNyCoCrgHJgoNlqfKcauM4Nun8xXYhf2XB3Q+y+eDl6tpMCw+Wku0bg58AdmTJnlyk23D3ghJxRwC3ogSDsBNo9swX4HXCvG3Q9N1urH9lw94ITcvYCfgBcjG3J9+QT4C7gITfoNpguJpPYcPeBE3KGAdcCl2OfNutoIXAn8JQbdO2dBwNsuBMgNvPJN4FzgZPJ3FuMEeCvwC/doPuW6WIynQ13gjkhZyRwNjroRxguJ1VWo5+Vv9cNulWGa7FikhJuERmmlKrt4v3+6EO2q5RSvXpwQ0SOAs5RSl3TxTKLlVJHichAdK+zYuAo9L3rS2KLrUdP8XoA8B90P/MLYsusAG5TSlX2pkYn5BwI/A9wDjC2N9vwKAW8BTyFPux+33A9VhwJD7eIXA18XSl1Spz3ctC/GH8GHgPqlFL/jr3XD/3pP0sptcdDOhE5CfiuUursOO+VAKcDFeieTyuBucDj6As8b6ODC/AQesbQOcA16Fs1U4Ep6E4szyqlmrrzs3fFCTnHolvzqUBZX7dnQCN6VtWngH+6QXej4XqsPchO5MZE5BzgMuDEDt/PQo9hNh3dil0FHNIWbAClVIOIPAE8JyJfUUq91n59pVSkFyXdCfwCmAEsUkrN6lBX28//KFAJ3I/+5S1BB/si9AfBml7sezdu0H0deB3ACTmlwDGx1xfQRxOFfd1HgkWBVcAr6H+T5+196fSSkJY7Ft4bgEuBY5RS69u9lw38EdiFPuR9AqhQSsUd3E5EJgLL21pLEckH3gSmKaXWtFvuJOB5YBH6KOARpdTODtuaB/wTeBdYgG7Bi4E6dHjnolvuCejD83HoFnwmUAvsDxzbfr/J4IScLOAQdg/8QYAkc78xCt1bbHns9X7s64c2zOmtzy13LIxz0PM0re4Q7Bz0oXAecK5SKhwL5b9FpAy4QXX4dFFKvdNhF7cC1Z0E7C/Ar9H3m28VkW8ppebHPmzuBc5Ej7u1AqhUSp0vIi8DU5RSTe1a7rXA7Xw+19gc9FhrFT385+gVN+hGgGWx1/3w2RX4MqAUGBZ7lXb42vbnvE423YKe/XR7h1cNnwf5Azfo7krwj2R5QJ/CLSIPAsejW+330Ife7UXQj/HdrpQKAyilPhCRY4F/A2NF5Lx457SxgN6FPved3FkNSqk3gDdEZBawLfbtC2L7Xo6+//w14j/lJeiWaz76ee630S32F4EidMttRGzu8WXdWTb2QZCDfrqqFWh1g659Nj3D9bXl/l9grVKqVUTGdXxTKRUFborz/RoROQ59TlwMtB2CD0BfVZ6CPndfBZyglNq0p0I6tOwhpdQDIrJIKTVLRL5O/DHLi9Ct21T0YfkO9CH6BGAUaXLhK/ZBYFm76VNnC6VUlVKqtZfrblZKBZVSGwFE5Gh0/+O/AYcBlymlvqiU6nE/5PY1xQ69ryX+3GHjgdHAa+iWfh763HxdbJ0Pgf493b9leUFCr5b30WJgqFKqW62QUupl4OVuLDoJWKqUWhTnvcnAD9H/Dn9Cn4s+DFyulFomIr9ED6T4n+7UZFlektE91EREOl7Qsyy/yOhwW5afZeoDDpblezbcluVTNtyW5VM23JblUzbcluVTNtyW5VM23JblUzbcluVTNtyW5VM23JblUzbcluVTNtyW5VM23JblUzbcluVTNtyW5VM23JblUzbcluVTNtyW5VM23JblUzbcluVTNtyW5VM23JblUzbcluVT/w8Yuj+GZIwE2QAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "wish_count_event = json_file.get(\"wish-counter-character-event\")[\"total\"]\n",
    "wish_count_standard = json_file.get(\"wish-counter-standard\")[\"total\"]\n",
    "wish_count_weapon = json_file.get(\"wish-counter-weapon-event\")[\"total\"]\n",
    "wish_count = wish_count_event + wish_count_standard + wish_count_weapon\n",
    "data = [\n",
    "    wish_count_weapon/wish_count*100,\n",
    "    wish_count_standard/wish_count*100,\n",
    "    wish_count_event/wish_count*100\n",
    "]\n",
    "plt.pie(data,labels=[\"武器祈願\",\"常駐祈願\",\"イベント祈願\"],autopct=\"%1.1f%%\")\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "11f1dc213e07634baa4c5c321dec03c05dafae643c50f20e6d1a492290c05dc2"
  },
  "kernelspec": {
   "display_name": "Python 3.9.1 64-bit",
   "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": "3.8.6"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}