데이터분석 시각화 문제(not use excel file).ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## [문제1] 일별 확진자 수 시각화하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# -*- incoding: utf-8 -*-\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "covid19 = [\n",
    "    {'date': '04/25', 'people': 10},\n",
    "    {'date': '04/26', 'people': 10},\n",
    "    {'date': '04/27', 'people': 10},\n",
    "    {'date': '04/28', 'people': 14},\n",
    "    {'date': '04/29', 'people': 9},\n",
    "    {'date': '04/30', 'people': 4},\n",
    "    {'date': '05/01', 'people': 4},\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x25ed591fe88>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rc('font', family='Malgun Gothic')\n",
    "\n",
    "date = []\n",
    "people = []\n",
    "for day in covid19:\n",
    "    date.append(day['date'])\n",
    "    people.append(day['people'])\n",
    "    \n",
    "plt.figure(figsize = (12, 6))\n",
    "plt.plot(date, people, color='pink', label='확진자 수')\n",
    "plt.grid(True, color='gray', alpha=0.5)\n",
    "plt.xlabel('날짜',fontsize=14)\n",
    "plt.ylabel('확진자 수',fontsize=14)\n",
    "plt.title('코로나19 일별 확진자 수',fontsize='18')\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## [문제2] 누적 확진자 수와 누적 격리해제에 대한 시각화하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "covid19 = {\n",
    "    '04/25': {\"확진\": 10718, '격리해제': 8635},\n",
    "    '04/26': {\"확진\": 10728, '격리해제': 8717},\n",
    "    '04/27': {\"확진\": 10738, '격리해제': 8764},\n",
    "    '04/28': {\"확진\": 10752, '격리해제': 8854},\n",
    "    '04/29': {\"확진\": 10761, '격리해제': 8922},\n",
    "    '04/30': {\"확진\": 10765, '격리해제': 9059},\n",
    "    '05/01': {\"확진\": 10774, '격리해제': 9072},\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '코로나19 확진, 격리해제 추세')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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l+kFI3TpqFIwaVelmSFK/YPjuq1JqP0xVQ6CrhufGxg5/hIcU1FVtlH4NvSPPQ4b0TD1V9Lzo/vuZduSRleoZSZJ6neG7t/33f7P3D34Aw4f3bLCs1guJamt7JogNHdp5uR05Rk0Ny555hj322qvYkNl0gY7Kq6mpdAskSepVhu/etnYtta+80nxhUndHLKtgNLJbwbIPeWHRIvbw4hhJklQgw3dvu/hiHj3xRK9KlyRJEn1rqFKSJEnqwwzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQoJ3xExPiLmRMTn8/f7RsQdEfG7iLiipNyDEbEwf/xjJ2U/HxG/ybcfWMR5SJIkSTuitqDjfBl4AhiWv78SODOltDQifhARR6WU/gCsTCnNarVvm7LAYGBiSunYiDgIuAI4saBzkSRJkrZLISPfKaXTgN8CREQtUJ9SWpp/fBPw+vx1Y+l+HZSdDdyQ1/0QsFMvNl+SJEnqEUWNfJcaD6wueb8a2D8ihgN7RcRvgRXAvwEN5coCE4BVJdsbImJQSqlFeAeIiLOBswEmT57MokWLevJcumTZsmWFH1Ods1+qj31SneyX6mOfVB/7pDpVY79UInyvAcaUvB8LrEoprQP2AoiI48mmqvxTubLA0Px1k8ZywRsgpTQXmAswffr0NG3atB46je6p1HHVMful+tgn1cl+qT72SfWxT6pTtfVL4audpJQ2AEMiYpd80ynAHRFRU1JsVUdlgTuBdwFExAHA8iLaLkmSJO2ISox8A3wcuDEiNgE/TSk9kq9q8j/A5vxxbgdllwAnRsSdwKvAORU4B0mSJKlbCgvfKaWFwML89b00X2TZ9PkS4A1l9itXtpHmcC5JkiT1Cd5kR5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqiOFbkiRJKojhW5IkSSqI4VuSJEkqSCHhOyLGR8SciPh8/n7fiLgjIn4XEVeUlPt8RPwm335gd8tKkiRJ1ayoke8vA5uAuvz9lcCZKaU3AFMj4qiIeCMwMaV0LHAOcMV2lJUkSZKqVm0RB0kpnRYRM4ATIqIWqE8pLc0/vgl4PTAOuCEv/1BE7NSdskWchyRJkrQjCgnfrYwHVpe8Xw3sD0wAVpVsbwAmdrVsRAxKKTW2PlhEnA2cDTB58mQWLVrUE+fQLcuWLSv8mOqc/VJ97JPqZL9UH/uk+tgn1aka+6US4XsNMKbk/ViyID00f92kEXixq2XLBW+AlNJcYC7A9OnT07Rp03a0/dulUsdVx+yX6mOfVCf7pfrYJ9XHPqlO1dYvha92klLaAAyJiF3yTacAdwB3Au8CiIgDgOXdKVvcGUiSJEnbpxIj3wAfB26MiE3AT1NKj0TEEuDEiLgTeJXsQsrulpUkSZKqVmHhO6W0EFiYv76X7MLJ0s8bgXPL7NflspIkSVI18yY7kiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQWor3YBK27JlC8uXL2fjxo29doza2loeeeSRXqu/P6qvr2fXXXelrq6u0k2RJEnqMQM+fC9fvpyRI0cydepUIqJXjrFu3TqGDx/eK3X3RyklVq9ezfLly3nNa15T6eZIkiT1mAE/7WTjxo2MGzeu14K3ui8iGDduXK9+GyFJklQJAz58A30+eK9YsYIHHnig0s3oUX29TyRJksoxfPch8+bNY8GCBdvez5o1C4BHH32Un/70pwD84he/YNasWcyaNYt99tmHffbZZ9v7n//85xVptyRJkjIDfs53X/O5z32Ob33rWwA8+OCDLFiwgIcffpjBgwcD8Ja3vIW3vOUtrFixgjPOOIOamhq+853vMH78+Eo2W5IkSRi++5xLLrmE9773vQDMnDmTESNGMHToULZu3QrA7bffzh133MGrr77K1VdfTUqJiy++mNGjR3Psscdy4oknVrL5kiRJA5rhu4+ZM2cOV199NQAPPPAAJ510EiNGjOCuu+4CYMyYMXzsYx9jwoQJ2/b51re+xTPPPMOyZcsq0mZJkiRlDN99yOmnn87pp5/eZvvkyZM57LDD+N///V/mzJnTYR2f/OQnOeGEE3qphZIkSeqI4buPuf3227n00kuprW3uusbGRk477TROP/10jj/++G3b58+fT0NDQ9nALkmSpOIZvvuYF154oc0I+F133cXChQsr1iZJkiR1jUsNSpIkSQVx5LsPuuKKK5g/f/629y+//DInn3xym3Ljx4+noaGhyKZJkiSpA4bvPua9733vtqUGO/PmN7+5l1sjSZKk7nDaiSRJklQQw7ckSZJUEMO3JEmSVBDDtyRJklQQw3c/8Oijj/LYY491WGbZsmV86EMf2vZ+1apVnH/++V2q/zOf+UynZZ555hnuu+++LtUnSZI0ULnaSZWYNWsWt99+e4dlZs+ezebNm3nggQc45JBDmDRpEgsWLOCee+6htraW1772tW32mTt3Lt///vdbHAeyu1++/PLL27YvXryYj370o2zatImlS5ey7777cuSRR3L55Zfzhz/8YVu566+/nu985zs8++yz1NbWMmHCBC688EIGDx7MXXfdxfTp0zs917lz59LQ0MB5553XaVlJkqT+xPDdh9x2221s3ryZPffck1/96ldceumlzJgxgxUrVvDpT3+67D5nn302kydP5jvf+Q5r167lsMMO4+KLL2bt2rUtyh166KEsXLiQBx98kM985jP88Ic/LFvfqaeeyqmnnsq3v/1txowZw7vf/W6ALt9h84knnuDmm28mpcTs2bPZe++9u/4DkCRJ6uMM31Xi6aef3jYqXeraa69lypQp295fddVVnHfeeVx22WVccsklXHLJJcybN6/detetW8fll1/OzTffzIgRI5g/fz5XXnklZ511FsuWLePGG2/klFNOYdCgbAbSL37xCx544AFWr17NuHHj2q332WefbRPgO3LDDTfw29/+ljFjxjB//nwaGxv53Oc+x0svvcQb3vAGzjzzzC7XJUmS1Fe1G74j4lLgVCC1/ijf9kbgcuAfgJ8CZ6SUtvZSO4vx0Y/C4sU9W+ehh8KcOZ0WW7JkSYefb9y4kcsuu4zx48dzwQUXcMMNN3DGGWcwd+7cDvcbPnw4Bx10EMcffzx1dXUAfPOb3wRg9OjR7LfffkQEAI8//jh333033/ve9zj33HP57ne/S21t+f9Efve731FbW8vHPvaxbdsWLFjA4sWLmTt3LjvttFOL8kceeSTveMc7qK+v37bty1/+MuvXr2f58uUdnoMkSVJ/0dHI91XAfOB2YCZwFPB24KL883cDo4AZwBzgg8DXe6uh/dUdd9zBF77whQ7LXHjhhcyYMYPZs2dz9NFHA/C+972Pk046ibq6OnbbbTdqamrK7rtkyRI++MEP8re//Y3rr7+ej3/846xatYqUEmPGjOGggw4C4L777uOiiy7iuuuuY9KkSZxzzjmcc845XHPNNW3qvPXWWznssMMA+NnPfsZb3/pWILv7ZrnpL109x9mzZ3dYRpIkqa9rN3ynlJ4Hno+IzSmlJRExCViTUloCEBH/A3wgpfRkRFwAXENfD99XXtk79a5b1+5HM2fOZObMmdvez58/n4aGBk4//fQ2ZY8++mjOOussnnjiiTaffepTnypb/5133snq1aupqanhmGOOYfHixQwbNoyJEydy1FFHbSu3zz77cNNNN7Fq1aqy7Wry+OOP86UvfYkf//jH1NTUcPLJJzNhwoR2z6+75yhJktSfdTjnOyL2AGojYjdgEjAiIqaklJ4FxqWUngRIKT0SEZN7v7m6+uqr22ybN28eK1euLFv+rLPO4ic/+Qlf/epX2+xz5JFHbns/evRoAE455ZQ2q67ceuut217ffvvtXHPNNYwYMQLI5nIvXry43ZF3SZIkNevsgsu/Ak8Dvy3Z9mdgIm3XCHfN8Cp18sknc/LJJ7fYtmLFCj75yU92u65zzz23xftx48Yxc+bMLq92IkmSNJB1Fr5XpZReU7ohIp7PXzaWbAugb19sWSWmTJnC1q3d+1HuvPPO3R55HjRoECNHjmyzfenSpWVXXbn++uuZOHFit47RnokTJ3b7HCVJkvqDzsJ365VOSj0REUenlO4mu+jy4R5r1QB23HHHdXufk046qdv7TJgwoc1UFKDsfPKumDFjBjNmzOhS2eOPP367jiFJktTX7chUkf8LzIuIjwPfBr7ZM02SJEmS+qfORr5rImIfsrW9KXkmpfSziJhAts73nJTSzb3URkmSJKlf6Cx8bwB+SUnoJrsAE4CU0jVkSwxKkiRJ6kSH4TulNLWgdkiSJEn9nssD9gOPPvoojz32WLf3u/baa7tU7mc/+1mXyv3xj3/kueee67TcHXfcwboObjwkSZLUX3U27UQFmTVrVpub27Q2e/ZsNm/ezAMPPMAhhxzCpEmTWLBgAffccw+1tbW89rWvbbPP5s2bW9y2/f777+fJJ59k7NixXHvttZx22mkArFy5klNPPXVbuSeffJJrr72WY445hq9//evbbiHf5K1vfeu2UD5v3jzq6+t59NFHmTVrFpMnT+baa6/l2muvZfHixRx66KG87nWv44gjjmDjxo0sXLiQfffdl+HDh2/3z0uSJKkvMnz3IbfddhubN29mzz335Fe/+hWXXnopM2bMYMWKFXz6058uu8/gwYO33QBn3bp1vO1tb+Pqq6/ml7/8Jffff/+2chMnTmwR/j/72c+Wre9rX/saa9as4ZFHHuHSSy8FYPLktjc3Pe200zjttNM44YQTtt0hc8GCBdtz2pIkSf2G4bvUoo/CS4t7ts6xh8J+czot9vTTT5e9uc21117LlClTtr2/6qqrOO+887jsssu45JJLuOSSS5g3b16XmvLhD3+YSy65hGOPPZZPfOITZY/XmdmzZ7Np0yaOOOIIJk6cSG1tLffee2+75Z999lk2bNjAj370I+6++26mT5/e7WNKkiT1F4bvKrFkyZIOP9+4cSOXXXYZ48eP54ILLuCGG27gjDPOYO7cuZ3W/eKLL3L++efzrne9i2OPPZYLL7yQP/3pTy1GvpcuXcrMmTM54ogjtm173/ve16auyZMn8/73v5/999+fv/zlL3zxi18ku8FpW2vXrmXZsmX8+c9/pra2ttt34ZQkSepvDN+lpl3ZO/V2cHHhHXfcwRe+8IUOd7/wwguZMWMGs2fP5uijjwayYHzSSSdRV1fHbrvt1m6wveWWW7jxxhv51Kc+xX777QfA5ZdfDtBmqsrf//3fc/XVV3fYluuuu44zzzyTt73tbaxcuZKLLrqIN73pTVx11VW88sorLUbTFyxYwCWXXML8+fP5xje+QWNjIxs3buywfrzXTyoAABnGSURBVEmSpP7M8F1hM2fOZObMmdvez58/n4aGBk4//fQ2ZY8++mjOOuussreA/9SnPlW2/hNPPJHDDz+c9773vW0+W7du3bZ5211VX1/P2rVrAXj11VcZOnQoAB/5yEd49NFHt5V75ZVX+N73vsett97KWWedxeLFPTydR5IkqQ8yfPcx5Uam582bx8qVK9vdZ9KkSdsuuixVOkpdW1vLokWLOOWUUxg0aBARQUTwla98pcU+73//+zn33HO55ZZb2Lx5M1deeSW33XZbm7ovvvhi5syZQ01NDV/5ylf44he/yMEHH9yNM5UkSep/DN8CYNddd+XPf/5zp+UGDx7MNdd0flPTK6+8cttc8FGjRjFnzhxXO5EkSQOe4bvKTJkyha1bt3Zrn5133nm7LmYcPXp0t/fpqvYuwpQkSRrIDN9V5rjjjuv2PieddNJ2Heumm27qUrmmdbrbU25+ejlN8867Wl6SJKm/8fbykiRJUkEM30BKqdJNUCv2iSRJ6o8GfPiur69n9erVhr0qklJi9erV1NfXV7opkiRJPWrAz/neddddWb58OatWreq1Y2zevJnBgwf3Wv39UX19PbvuumulmyFJktSjBnz4rqur4zWveU2vHmPRokW87nWv69VjSJIkqfpVdNpJRFweEb+JiN9HxKER8YGIeDgiFkbEbSXlPp+X+11EHJhv2zci7si3XVG5s5AkSZK6pmLhOyJOAOpTSscC/wx8GRgDXJRSmpFSmp2XeyMwMS93DtAUtK8EzkwpvQGYGhFHFX4SkiRJUjdUcuT7YODXACmlR8iC9xjgpVblZgM35OUeAnaKiFqy4L40L3MT8PoC2ixJkiRtt0rO+X4A+MeI+DGwNzA1b8/lEbEFuC6lNBeYAJReDdkATARWl2xbDexf7iARcTZwNsDkyZNZtGhRD59G55YtW1b4MdU5+6X62CfVyX6pPvZJ9bFPqlM19kvFwndK6ZcRcQSwEFgE3JNS+gzwmYgYBvwkIn4HvAyMLdm1EXiRbJS8yVhaBvTS48wF5gJMnz49TZs2radPpUsqdVx1zH6pPvZJdbJfqo99Un3sk+pUbf1S0QsuU0qX5nO5bwfuyaeTAGwAXgUScCfwLoCIOABYnlLaAAyJiF3y8qcAdxTaeEmSJKmbKjbyHRHjgJ8AATwGnAt8ISKOzNv1o5TSwxHxKHBiRNxJFsjPyav4OHBjRGwCfprPG5ckSZKqViWnnawGjmm1+RNlyjWSBfPW2+/FiywlSZLUhwz428tLkiRJRTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQUxfEuSJEkFMXxLkiRJBTF8S5IkSQWprXQDJEmS1I+lBI1bIDW0fC63bdtnDZC2tHrdTtkO6hv7yk7AtEr/BFowfEuSJFVSaiwsjLbYtyfq66x9aUt2fkWLWhhUy4iRJxV/7E4YviVJkrqrYT2seQjWLIaXFrPPM4vgxcGdh9tyIZdUfPsH1eUBtYPnFq9rIeqgZkj2PKipbOnrLtTTur5tz6227VB9tRABwNOLFjGh+J9uhwzfkiRJHdmwEtbcDy8tbn68uqR5RLd2JINq94BBw6FmaPsBsd3AWC6MdiFwdiUstwmydRCDtoVTFc/wLUmSBNC4FdY+0TJkr7kfNjzXXGbY7jD2UNj93TD2ddnr4VNZ8qc/M21adc0tVnUyfEuSpIGnYT2sebBV0H4Atq7PPo9aGH0ATDo+C9hjD4Uxr4MhO1W23erzDN+SJKl/27Ci5Uj2S4vh1ceap43Ujc7C9d7/0hyyRx+QzW+WepjhW5Ik9Q+NW+HVx/OQXTKivXFlc5nhe+TTRt7TPKI9fA/nQKswFQ3fEXE5cBQwGDgX2AB8A6gH7k4pfSIv93ngTWTtPTul9JeI2LdcWUmSNAA0rGtn2siG7PNBdTD6QJjylmwke+yh2RztwWMr224NeBUL3xFxAlCfUjo2IvYHvgZsBs5MKS2NiB9ERFMwn5iXOwi4AjgRuLJ12ZTSHyp1PpIkqRekBBtXtAzZLy3ORribluirG5NPGzmneTR71P5QM7iiTZfKqeTI98HArwFSSo9ExBjglZTS0vzzm4DXA+OAG/JyD0XEThFRSxbcW5c1fEuS1Fc1bs3mYrcYzV4MG59vLjP8NdkI9tR/bA7aw3Z32oj6jEqG7weAf4yIHwN7A4cCPy75fDWwPzABWFWyvQGYmH/eumwbEXE2cDbA5MmTWbRoUU+1v8uWLVtW+DHVOful+tgn1cl+qT79oU8GNa5n6KbHGbbxMYZueoxhm5YwdNNfGZQ2AdBILRuH7MX6IUexftS+bBjyWjYM2YetNSOzCjYDK4GVLwAvVOo0tukPfdIfVWO/VCx8p5R+GRFHAAuBRfnz6JIiY8lC99D8dZNG4EVgTJmy5Y4zF5gLMH369FSpNThd+7M62S/Vxz6pTvZL9ekzfZJStk5264sgX32CbdNGBo+FsYfBmDdvG80eNGo/htUMZlhFG989faZPBphq65eKXnCZUroUuDQiTgReAmZHxC4ppWeAU4D/IBsVfxdwZ0QcACxPKW2IiCFlykqSpEppbIBXlrRc0u+lxbCpZHxsxJ5ZwJ76gZJpI7s6bUQDRiUvuBwH/AQI4DGy1U5uBW6MiE3AT/O54EuAEyPiTuBV4Jy8io+3Llv4SUiSNFBteTVbXaR0fvbLD8HWjdnngwbD6INgl7eW3KTmEBg8uuN6pX6uktNOVgPHtNp8L9mFk6XlGsmCeev925SVJEk9LCXY8Gzb1UbWPtFcZvBO2bSRfT5UstrIvtlyf5Ja8CY7kiQp07iledpI6Wojm0rWOBixVxau9/yn5qA9dBenjUhdZPiWJGkg2vIKvPRAywsh1zwEjdlqIwwaAmMOhl3fUTJt5GCoG1XZdkt9nOFbkqT+LCVYv7zlSPZL98PavzaXGbJzFq73/TCMKZ02YkyQepq/VZIk9ReNW+CVR9vOz978YnOZkfvATofDXv/cfNv1oVOcNiIVxPAtSVJftPnlfDm/+1uuNtK4Ofu8ph5GHwy7vbPVtJGRlW23NMAZviVJqiYpwZaXYcMK2LgSNq7IX+fvNzzHQS88CEuead5nyPhstZF9P5rden3soTDytU4bkaqQv5WSJBWhYX1JkG4Vqltva7rosVTUQv1EGDqJdfX7M+SAkmX96ic5bUTqIwzfkiRtr62bYdPz7Yfo0m0Nr5apIKB+fBaq6ydlo9VDJzW/Hzqp+XnwWIhBAPxt0SJ2OrC6bpktqWsM35IklWrcCpteaGfKR9PrfHvphYyl6sY0h+idprUM0aXBesh4p4ZIA4y/8ZKk/i8l2LKmeRS6dYguDdqbnofU2LaOmmHNIXrUfjDh2Jaj0/mUEOonZhc7SlIZhm9JUt/VsK5rUz42rmheBaTUoLqSkehdYafprYJ0yWh17QjnVUvaYYZvSVJ12bq5a1M+Nq6EhrVlKgion9AcokfvX37KR33TPGoDtaTiGL4lSb2vcStsWlUmRK9sFahXwOaXytcxeGxzcB53RKspH5NgaB6sh+zsPGpJVct/nSRJ2yelLCi3HpkuN1q9aVX5edS1w5tD9OgDYOJx5ad81E+EmiHFn6Mk9TDDtySppZSy1T7WLYV1TzH+pT/C/T9uG6w3rshuZ97aoMHNUz6G7w7jjiw/5aN+ItSNKPz0JKmSDN+SNNCkxixEr1uWB+zS5/z11g3biu8OsGoQDJnQHKJHH1h+ysfQSdkye86jlqSyDN+S1N80boUNz5QP12uXwvqn2q78MWQcDNsjuzhx8gkwYioM3wOG7c79j6/idUfMhEE1xZ+LJPUzhm9J6mu2boYNy7MgXTpa3fS8fjmkhpb71E/MwvROh8Nu74DhU7P3Tc8dTP9oqF1k8JakHmL4lqRqs3UjrHuqzJSQ/Hn9M0Aq2SFg6JRstHrno5tHrZuC9bDdoXZo8echSWrD8C1JRWtYVzIFZFnJCHb+vHFFy/JRA8N2zcL0xOPajloP2w1qBhd9FpKk7WD4lqSetvnl9ket1y3LVhIpNagum289fA+YcmJzqG4awR66i+tWS1I/4b/mktQdKcHmF1tewNg6ZG95ueU+NfXNgXqn6S1HrYdPzVYIiUEFn4gkqRIM35JUKqVsDetyFzI2PTesa7lP7YjmMD3+mOZR62H585DxLr0nSQIM35IGmsatsPG59udcr38qu+Cx1OCxWaAeuQ9MmtV25HrwWMO1JKlLDN+S+pfGhmypvfZGrdc/3faujEPGZ0F6zCGwy1vbzrmuG1X4aUiS+ifDt6S+ZeumLECXXsBYOoK94RlIW1vuM3RyNgVk3JGw+7tbrRayO9QOL/w0JEkDk+FbUnVpWN/xGtcbnqPFGtcxKFsNZPhUmPCmtlNChu+WXfAoSVIVMHxL6nkpZRclblkDm1+CzWvyx0uttjW9z14f8upyWPJiy7qiNlvHesRUmDy7zBrXu2ZL9UmS1AcYviWV17ilC6G5g2Dd+vbmrdWOyC5UHDwmv6BxKmvSnozfo9VSfEOneGtzSVK/YfiW+quUoOHV5mDc1dDc9L71cnqtDarLQnNdHp6H7AQj98rfj2kZrOtavx9d9qYxTy1axPiDpvXSD0SSpMozfEvVbOumLk3XKFtmyxpIjR3XXze6ZUAeuU/2vnVYbhGi89c1Q11eT5KkbjJ8S70pNcKWV7oXmkvLbN3Qcf019S2Dcv1EGLlvJyPP+evaUU7nkCSpYIZvqSMpZTdc6c50jdJgveVlWqzM0Ua0HVUefUAH0zVaTelwFQ9JkvoUw7cGjsatsHFFdgOWDc+w85o/wcO/Kh+st5QE6sbNHddbM6zlqPLQXWD0gR2H5qZtdSOzpfIkSdKAYPhW/5AaYePKLFivfxrWPQ0blmfP65/OA/ezLVbg2ANgJRA1bQPy8N3ajjyXmwddNwZqBlfqrCVJUh9j+Fb1S42wcVXbML2+NFg/0/aW4YOGZOtDD9sVJhybBephu27b9sCSZzhk2rHZ3Q29cFCSJBXA8K3KSgk2rW4ZpLe9bnq/vO3Uj0F1MHTXLFCPf0NzyB62W/PrITt3GKq31G2FuhG9fIKSJEnNDN/qPSllc6ZbB+vSKSEblmcXNJaKWhi2Sxaixx0Fu72zZagethvUj3eutCRJ6nMM39o+KWUrebQXqpu2b13fcr+oye5YOGw32GkaDDs5ez18t+aR7PqJBmtJktQvGb5V3pZX8hC9vJ0pIcuhYW3LfWIQ1E/OwvSYQ2DKP7SaZ70b1E9ybWlJkjRgGb4Hoi1rOw7V65/OwncLAUMnZQF69AEw+c1t51kPnVz2luGSJEnKmJT6m4b15cN06ZSQLWva7lc/MQvSI/eBice1vXhx6BSX1JMkSdpBhu++ZOvGkmBdEqpL329+se1+Q8ZnAXr4a2D8m5qDddOUkKG7QM2Q4s9HkiRpgDF8V4utm7K1qjuaZ73phbb7Dd6peYR659fngbp0ZZBdvQW5JElSlTB8FyE1wNqlHcyzfho2Pt92v7oxzWF63BFtl9sbtivUDiv8dCRJkrR9DN+97Y8f5PAn5sJjqeX2ulHNAXrsYeWDtTeAkSRJ6lcM371t0kyee6mRKXsd2XKedd2oSrdMkiRJBTN897bd381zq/Zkyt7TKt0SSZIkVZi3EZQkSZIKYviWJEmSCmL4liRJkgpi+JYkSZIKYviWJEmSCmL4liRJkgpi+JYkSZIKYviWJEmSCmL4liRJkgpi+JYkSZIKYviWJEmSCmL4liRJkgpi+JYkSZIKEimlSrehMBGxClhWgUPvDLxQgeOqY/ZL9bFPqpP9Un3sk+pjn1SnSvXLHiml8eU+GFDhu1Ii4r6U0vRKt0Mt2S/Vxz6pTvZL9bFPqo99Up2qsV+cdiJJkiQVxPAtSZIkFcTwXYy5lW6AyrJfqo99Up3sl+pjn1Qf+6Q6VV2/OOdbkiRJKogj35IkSVJBDN/bISI+HxG/iYjfRcSBJdtPjoh7ypT/RUSMiohvR8TCiLgnIqbnn70xIp7Mty+MiJ2KPJf+pCf7Jf/8/8u3tahPXdfDvys/L/k9eTgi/qvIc+lPerhfRkfEDyPi1xGxICLqijyX/qKH+2S3iLglIu6MiO9GxJAiz6U/2c5+qY+Ia/Pfid9HxMH5Z5Pyf8fujIh5/q5sn9Z9EhEfyP+fsDAibmtVti4iflluv5IysyJicUTUF3YSKSUf3XgAbwTm5q8PAm7JX9cANwH3tCp/NDAHGAHsl287ELg5f/1W4PxKn1dff/RCv7wF+Fylz6svP3q6T1qV/T6wW6XPsS8+euF35SPAWfnrS4F3Vvoc+9qjF/rkBmBaSZ/8c6XPsS8+trdf8tcj8+djSuq4Bjg6f30F8J5Kn2Nfe5TrE+DDwMntlP9H4F866Mu3579LfwTqizoPR767bzbZP2yklB4Cmkaq/xW4vkz5c4FvppTWppQezbe9BKzLX4/J32vH9HS/nAFsjIjfRsTVETG095reb/V0nwAQEUcDy1NKT/dKq/u/nu6XV0vqGIc3GdkePd0nU1NKi/LXPwOO6JVW93/b1S95+Vfzba8FHshf75tSujt/fRPw+l5oc39Xrk86ylGnAvPb2Y+U0o9TSp8C1vdus1syfHffBGBVyfuGiDgEeH1K6YelBSNiCkBKaXnJtjHAl4HP5ZuGAB/Jvwa5uFdb3r/1dL/sDfwlpfQmYAlwXi+2vb/q6T5p8m/Alb3S4oGhp/vlRuADEfEwWdD4XS+2vb/q6T5ZGhEz89fHAbW91fB+brv7JZ8K8RDwQeB7ebHSzLUaGNtbDe/H2vQJMBi4PJ/Oc3bTBxFxBPBgSmlDuf0iomIZ2PDdfS/T8hdmMPDfwPllyp5H/lcwQET8HXAV8Mn8Ly9SSlen7M5LM4C9IuLEXmp3f9ej/QIk4Of5658DB/R0gweAnu6Tpv/BRUrpqV5p8cDQ0/0yFzg1pXQA2R9F/9kbje7nerpPPg58KCJuBUYCS3uhzQPBdvdLSum6lNJBwFk0j5JHSfmxtAyD6prWfdKYUro4pfR3wJuBd5fM5/4Q8I0O9mvs9da2w/DdfXcC7wKIiAOAfchGFb4SEQuAvSPiU/kFLoc1fcUUEZOBC4AzUkrLmiqLiFqAlNIWYE2hZ9K/9Gi/AH8ATshfz6D5a0N1XU/3CcB7gB8VdQL9VE/3y27A8/nr54CphZxF/9KjfZJSei6ldArwD2T9891Cz6b/2N5+GVpyMeUKsm+4AZ6JiMPz1+8Ebi/oPPqT1n2yvClHARvIpsGliJgI1JUM1LTZr9BWt+JXUd13M3BiRNxJ1smHlM49jYh7UkpzIuJ0YEHJfm8EDgfuiAiAzSml2WRTTt5O9ofQPcAvijmNfqen++VzwLyI+ATZL+lZxZxGv9LTfQLZH0IfK6Dt/VlP98sngO9HxFayb4zOLeY0+pUe7ZOIOJVsJHYQ8I2U0t8KOo/+Znv7ZQIwPyIayKZFNP2b9e/A/0REI3Av8MsCzqG/ad0n5wBfiIgjyTLtj1JKD0fEZ4FvdbJfxXiTnV4SEbcAb08pba50W9TMfqk+9kl1sl+qj31SneyX6pJ/6/CTlFLVTuM1fEuSJEkFcc63JEmSVBDDtyRJklQQw7ckSZJUEMO3JKmFiPhgROzdzX0W5Ks+SJI6YPiWpAEkImojorMr7d9PyXrdEXFvRKyIiMb8eUVEbImI5yPi3l5tsCT1M67zLUnqUErpiPxWzC+llCYB5LfOfnNK6ZnKtk6S+hZHviVJ5dwUES9ExBvy92OAkXkIB5hIy9s1S5K6wPAtSQNUZGojYlRE7B4RfxcRE/KP35lS2jml9Lv8/VQggL3y2zmPA3apQLMlqU9z2okkDSwJWBkRzwJbyW5/vQFYC7wAXNLOfq8HngGOJQvem/PXpbfI/kREvB+4IaV0Te80X5L6Nu9wKUlqISI+BNyWUnq8ZNtvgMvJwvnNZFNOZgMHp5QaI2IB8DDwU2BlSum54lsuSdXPkW9JGoAi4gdko9ntuR94PC97ONlgzc0R8W7gAuBQYDLwHuCGfJ+nUkqLe6/VktT3Gb4laQBKKb27vc8iYiFQn7+uAb4FfDb/eAEwJaX0ZER8EvhNRPy+d1srSf2H4VuS1JFG4IKU0m/zCy3/A/gEQEppaR7A96pkAyWpLzF8S9IAlI9uH0J24WQ5mwBSdmHQb/PXDRHx4ZTSH5sKpZRuyOv7l15tsCT1E4ZvSRq4TkkpLezODqXBW5LUfYZvSRq4fhgR7Y18fy+ldH6hrZGkAcClBiVJOywi9gBeTSm9WOm2SFI1M3xLkiRJBfH28pIkSVJBDN+SJElSQQzfkiRJUkEM35IkSVJBDN+SJElSQQzfkiRJUkH+H1DWCjS0nLl+AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 864x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "date = []\n",
    "hak = []\n",
    "kyeok = []\n",
    "for day in covid19.items():\n",
    "    date.append(day[0])\n",
    "    hak.append(day[1]['확진'])\n",
    "    kyeok.append(day[1]['격리해제'])\n",
    "\n",
    "plt.figure(figsize = (12, 6))\n",
    "plt.plot(date, hak, label='누적 확진자 수', color='red')\n",
    "plt.plot(date, kyeok, label='누적 격리해제', color='orange')\n",
    "plt.legend(loc=\"center left\", title='범주')\n",
    "plt.grid(True, color='gray', alpha=0.5)\n",
    "plt.xlabel('날짜',fontsize=14)\n",
    "plt.ylabel('명',fontsize=14)\n",
    "plt.title('코로나19 확진, 격리해제 추세',fontsize='18')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## [문제3] 연령대별 확진자 수 시각화하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "covid19 = {\n",
    "    \"80이상\": 488,\n",
    "    \"70~79\": 710,\n",
    "    \"60~69\": 1351,\n",
    "    \"50~59\": 1956,\n",
    "    \"40~49\": 1432,\n",
    "    \"30~39\": 1163,\n",
    "    \"20~29\": 2962,\n",
    "    \"10~19\": 591,\n",
    "    \"0~9\": 140,\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '코로나19 연령대별 확진자 수')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "age = []\n",
    "people = []\n",
    "for day in covid19.items():\n",
    "    age.append(day[0])\n",
    "    people.append(day[1])\n",
    "\n",
    "plt.figure(figsize = (16,8))\n",
    "for i in range(len(age)):\n",
    "    plt.text(people[i], i-0.1, f\"{people[i]}명\", color='red', size='large')\n",
    "plt.barh(age, people, label='확진자 수')\n",
    "plt.legend(loc=\"best\")\n",
    "plt.grid(True, color='gray', alpha=0.5)\n",
    "plt.xlabel('연령대',fontsize=14)\n",
    "plt.ylabel('명',fontsize=14)\n",
    "plt.title('코로나19 연령대별 확진자 수',fontsize='18')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## [문제4] 연령대별 확진/사망자 수 시각화하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "covid19 = {\n",
    "    \"80이상\": {\"확진\": 488, \"사망\": 120},\n",
    "    \"70~79\": {\"확진\": 710, \"사망\": 75},\n",
    "    \"60~69\": {\"확진\": 1351, \"사망\": 35},\n",
    "    \"50~59\": {\"확진\": 1956, \"사망\": 15},\n",
    "    \"40~49\": {\"확진\": 1432, \"사망\": 3},\n",
    "    \"30~39\": {\"확진\": 1163, \"사망\": 2},\n",
    "    \"20~29\": {\"확진\": 2962, \"사망\": 0},\n",
    "    \"10~19\": {\"확진\": 591, \"사망\": 0},\n",
    "    \"0~9\": {\"확진\": 140, \"사망\": 0},\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([<matplotlib.axis.XTick at 0x25ed5af3508>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5af2bc8>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5af2788>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5cccd08>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5cd3548>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5cd3c48>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5cd7588>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5cd7e48>,\n",
       "  <matplotlib.axis.XTick at 0x25ed5cdc908>],\n",
       " <a list of 9 Text xticklabel objects>)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "bar_width = 0.4\n",
    "age = []\n",
    "live = []\n",
    "dead = []\n",
    "for day in covid19.items():\n",
    "    age.append(day[0])\n",
    "    live.append(day[1]['확진'])\n",
    "    dead.append(day[1]['사망'])\n",
    "x = np.arange(0, len(age))   \n",
    "    \n",
    "plt.figure(figsize = (16, 8))\n",
    "for i in range(len(age)):\n",
    "    plt.text(i-0.2, live[i]+20, f'{live[i]}명', size='medium', ha='center', color='blue')\n",
    "    plt.text(i+0.2, dead[i]+20, f'{dead[i]}명', size='medium', ha='center', color='red')\n",
    "plt.bar(x-0.2, live, bar_width, label='확진')\n",
    "plt.bar(x+0.2, dead, bar_width, label='사망', color='red')\n",
    "plt.legend(loc=\"best\")\n",
    "plt.grid(True, color='gray', alpha=0.5)\n",
    "plt.xlabel('연령대',fontsize=14)\n",
    "plt.ylabel('명',fontsize=14)\n",
    "plt.title('연령대별 확진자/사망자 수',fontsize='18')\n",
    "plt.xticks(x, labels=age)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## [문제5] 연령대별 확진비율 시각화하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '연령대별 확진 비율')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "age = []\n",
    "live = []\n",
    "for day in covid19.items():\n",
    "    age.append(day[0])\n",
    "    live.append(day[1]['확진'])\n",
    "    \n",
    "plt.figure(figsize = (10, 10))\n",
    "plt.pie(live, labels=age, autopct='%1.2f%%')\n",
    "plt.title('연령대별 확진 비율',fontsize='18')\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}