Covid_19_Data_Analysis.ipynb

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    "colab": {
      "name": "Covid 19 - Data Analysis.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyNSGWohS++LIEVIBrPa4hIi",
      "include_colab_link": true
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      "source": [
        "<a href=\"https://colab.research.google.com/github/rsousadev/DataScienceIntro/blob/master/Covid_19_Data_Analysis.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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      "metadata": {
        "id": "Ag49WgBDvBd8",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import pandas as pd\n",
        "import plotly.express as px\n",
        "import seaborn as sns"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qBl4WCcxvLVH",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "covid_data = pd.read_csv('covid_19_data.csv')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xybS9o5xxR6j",
        "colab_type": "code",
        "colab": {
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          "height": 542
        },
        "outputId": "d7777b1e-0efb-4f72-f046-fef6d087f8f9"
      },
      "source": [
        "fig = px.histogram(covid_data, x=\"ObservationDate\", color=\"Recovered\")\n",
        "fig.show()"
      ],
      "execution_count": 40,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
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              "                if (document.getElementById(\"4fca8a10-bb3a-4c04-b3d7-e6127b5748b9\")) {\n",
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      "execution_count": 41,
      "outputs": [
        {
          "output_type": "display_data",
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      "metadata": {
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      "execution_count": 42,
      "outputs": [
        {
          "output_type": "display_data",
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          "metadata": {
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    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rks-oTGv7tUh",
        "colab_type": "code",
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          "height": 542
        },
        "outputId": "6fabb5da-af8f-4585-dba2-249bf726dc80"
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      "source": [
        "fig = px.histogram(recovery_case, x=observation, histnorm='percent')\n",
        "fig.show()"
      ],
      "execution_count": 43,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
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      "execution_count": 44,
      "outputs": [
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          "output_type": "display_data",
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          "metadata": {
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    {
      "cell_type": "code",
      "metadata": {
        "id": "uQVToATmBJSg",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "covid_confirm = pd.read_csv('time_series_covid_19_confirmed.csv')\n",
        "covid_confirm_deaths = pd.read_csv('time_series_covid_19_deaths.csv')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9VdBNcuWIE94",
        "colab_type": "text"
      },
      "source": [
        "## Mapa De Casos Confirmados Covid-19 3/11/20 - 3/12/20 - 3/13/20"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3J7WHKHnE9Lc",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 317
        },
        "outputId": "a725de24-0aa5-4efb-faf5-40565ca4eb93"
      },
      "source": [
        "fig = px.scatter_mapbox(covid_confirm, lat=\"Lat\", lon=\"Long\", hover_name=\"Country/Region\",hover_data=[\"3/11/20\",\"3/12/20\",\"3/13/20\", \"3/14/20\"],\n",
        "                        color_discrete_sequence=[\"fuchsia\"], zoom=3, height=300)\n",
        "fig.update_layout(mapbox_style=\"open-street-map\")\n",
        "fig.update_layout(margin={\"r\":0,\"t\":0,\"l\":0,\"b\":0})\n",
        "fig.show()"
      ],
      "execution_count": 46,
      "outputs": [
        {
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          "metadata": {
            "tags": []
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    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "G5rvFuY5H-8d",
        "colab_type": "text"
      },
      "source": [
        "## Mapa De Mortes Covid-19 3/11/20 - 3/12/20 - 3/13/20"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VCNb-LCtFZZj",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 317
        },
        "outputId": "2913bab8-aaaa-492e-e402-ad4399ea0539"
      },
      "source": [
        "fig = px.scatter_mapbox(covid_confirm_deaths, lat=\"Lat\", lon=\"Long\", hover_name=\"Country/Region\",hover_data=[\"3/11/20\",\"3/12/20\",\"3/13/20\", \"3/14/20\"],\n",
        "                        color_discrete_sequence=[\"fuchsia\"], zoom=3, height=300)\n",
        "fig.update_layout(mapbox_style=\"open-street-map\")\n",
        "fig.update_layout(margin={\"r\":0,\"t\":0,\"l\":0,\"b\":0})\n",
        "fig.show()"
      ],
      "execution_count": 47,
      "outputs": [
        {
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