Casos_Mortes_Covid_Brasil.ipynb

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      "source": [
        "<a href=\"https://colab.research.google.com/github/ArthurPatricio/Covid_Cases_and_Deaths_Brazil/blob/main/Casos_Mortes_Covid_Brasil.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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        "outputId": "7a2c3923-eedc-45a6-88fd-f6a8519880e0"
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      "source": [
        "import pandas as pd\n",
        "import numpy as np\n",
        "%matplotlib inline\n",
        "\n",
        "#from plotly import __version__\n",
        "#from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n",
        "\n",
        "#print(__version__)\n",
        "\n",
        "#import cufflinks as cf\n",
        "#init_notebook_mode(connected=True)\n",
        "#cf.go_offline()\n",
        "\n",
        "import seaborn as sns\n",
        "\n",
        "import plotly.express as px\n",
        "\n",
        "#Importação das Planilahs\n",
        "\n",
        "covid_casos = pd.read_csv(\"https://data.humdata.org/hxlproxy/api/data-preview.csv?url=https%3A%2F%2Fraw.githubusercontent.com%2FCSSEGISandData%2FCOVID-19%2Fmaster%2Fcsse_covid_19_data%2Fcsse_covid_19_time_series%2Ftime_series_covid19_confirmed_global.csv&filename=time_series_covid19_confirmed_global.csv\")\n",
        "covid_mortes = pd.read_csv(\"https://data.humdata.org/hxlproxy/api/data-preview.csv?url=https%3A%2F%2Fraw.githubusercontent.com%2FCSSEGISandData%2FCOVID-19%2Fmaster%2Fcsse_covid_19_data%2Fcsse_covid_19_time_series%2Ftime_series_covid19_deaths_global.csv&filename=time_series_covid19_deaths_global.csv\")\n",
        "\n",
        "#Tratamento dos dados de mortes\n",
        "\n",
        "covid_mortes_brasil = covid_mortes[covid_mortes[\"Country/Region\"] == \"Brazil\"]\n",
        "\n",
        "covid_mortes_brasil_t = covid_mortes_brasil.transpose()\n",
        "\n",
        "covid_mortes_brasil_t.reset_index(inplace=True)\n",
        "\n",
        "covid_mortes_brasil_t_d=covid_mortes_brasil_t.drop([0,1,2,3])\n",
        "\n",
        "covid_mortes_brasil_t_d_r = covid_mortes_brasil_t_d.rename(columns={\"index\": \"Dias\", 30: \"Mortes\"})\n",
        "\n",
        "#covid_mortes_brasil_t_d_r.plot.line(x=\"Dias\",y='Mortes',figsize=(12,3),lw=1)\n",
        "\n",
        "#Plotagem dos gráficos de mortes\n",
        "\n",
        "fig1 = px.line(covid_mortes_brasil_t_d_r, x=\"Dias\", y=\"Mortes\", title='Mortes por Covid no Brasil')\n",
        "fig1.show()\n",
        "\n",
        "fig2 = px.line(covid_mortes_brasil_t_d_r, x=\"Dias\", y=\"Mortes\", title='Mortes por Covid no Brasil Log', log_y=True)\n",
        "fig2.show()\n",
        "\n",
        "#Tratamento dos dados de casos\n",
        "\n",
        "covid_casos_brasil = covid_casos[covid_mortes[\"Country/Region\"] == \"Brazil\"]\n",
        "\n",
        "covid_casos_brasil_t = covid_casos_brasil.transpose()\n",
        "\n",
        "covid_casos_brasil_t.reset_index(inplace=True)\n",
        "\n",
        "covid_casos_brasil_t_d=covid_casos_brasil_t.drop([0,1,2,3])\n",
        "\n",
        "covid_casos_brasil_t_d_r = covid_casos_brasil_t_d.rename(columns={\"index\": \"Dias\", 30: \"Casos\"})\n",
        "\n",
        "#Plotagem do gráfico de casos\n",
        "\n",
        "fig3 = px.line(covid_casos_brasil_t_d_r, x=\"Dias\", y=\"Casos\", title='Casos de Covid no Brasil')\n",
        "fig3.show()\n",
        "\n",
        "fig4 = px.line(covid_casos_brasil_t_d_r, x=\"Dias\", y=\"Casos\", title='Casos de Covid no Brasil Log', log_y=True)\n",
        "fig4.show()\n",
        "\n",
        "#Junção de dados de mortes e casos\n",
        "\n",
        "Casos = covid_casos_brasil_t_d_r[\"Casos\"]\n",
        "covid_casos_mortes_brasil_t_d_r = covid_mortes_brasil_t_d_r.join(Casos)\n",
        "\n",
        "#Tratamento dos dados de mortes e casos\n",
        "\n",
        "covid_casos_mortes_brasil_t_d_r_m=pd.melt(covid_casos_mortes_brasil_t_d_r, id_vars=['Dias'], value_vars=['Mortes', 'Casos'])\n",
        "\n",
        "covid_casos_mortes_brasil_t_d_r_m_r = covid_casos_mortes_brasil_t_d_r_m.rename(columns={\"value\": \"Casos/Mortes\"})\n",
        "\n",
        "#Plotagem do gráfico de mortes e casos\n",
        "\n",
        "fig5 = px.line(covid_casos_mortes_brasil_t_d_r_m_r, x=\"Dias\", y=\"Casos/Mortes\",color=\"variable\", title='Casos e Mortes de Covid no Brasil')\n",
        "fig5.show()\n",
        "\n",
        "fig6 = px.line(covid_casos_mortes_brasil_t_d_r_m_r, x=\"Dias\", y=\"Casos/Mortes\",color=\"variable\", title='Casos e Mortes de Covid no Brasil Log', log_y=True)\n",
        "fig6.show()"
      ],
      "execution_count": 1,
      "outputs": [
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