Global Warming Analysis.ipynb

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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Temperature and of Global Warming Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Preprocessing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import pandas as pd\n",
    "import numpy as np \n",
    "import nltk\n",
    "import string\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "import seaborn as sns\n",
    "import nltk\n",
    "import string\n",
    "from sklearn.preprocessing import LabelEncoder\n",
    "from sklearn.feature_extraction.text import CountVectorizer\n",
    "from sklearn.metrics import confusion_matrix\n",
    "from sklearn import metrics\n",
    "from sklearn.metrics import roc_curve, auc,accuracy_score,f1_score,precision_score,recall_score\n",
    "from sklearn.linear_model import ElasticNet, Lasso,  BayesianRidge, LassoLarsIC,Ridge\n",
    "from sklearn.kernel_ridge import KernelRidge\n",
    "from sklearn.pipeline import make_pipeline\n",
    "from sklearn.preprocessing import RobustScaler\n",
    "from sklearn.svm import LinearSVC\n",
    "from sklearn.base import BaseEstimator, TransformerMixin, RegressorMixin, clone\n",
    "from sklearn.model_selection import KFold, cross_val_score, train_test_split\n",
    "from sklearn.metrics import precision_score,recall_score,auc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
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     "metadata": {},
     "output_type": "display_data"
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   ],
   "source": [
    "\n",
    "import plotly.offline as py\n",
    "py.init_notebook_mode(connected=True)\n",
    "import plotly.graph_objs as go\n",
    "import plotly.tools as tls\n",
    "import time\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading the dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "global_temp_country = pd.read_csv(\"D:\\TechWiz5\\Climate-Change-Earth-Surface-Temperature-Data\\GlobalLandTemperaturesByCountry.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Mapping og average temp in the Countries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "global_temp_country_clear = global_temp_country[~global_temp_country['Country'].isin(\n",
    "    ['Denmark', 'Antarctica', 'France', 'Europe', 'Netherlands',\n",
    "     'United Kingdom', 'Africa', 'South America'])]\n",
    "# remove the duplicate countries and countries for which there is no information about temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "global_temp_country_clear = global_temp_country_clear.replace(\n",
    "   ['Denmark (Europe)', 'France (Europe)', 'Netherlands (Europe)', 'United Kingdom (Europe)'],\n",
    "   ['Denmark', 'France', 'Netherlands', 'United Kingdom'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Average temperature for each country"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "countries = np.unique(global_temp_country_clear['Country'])\n",
    "mean_temp = []\n",
    "for country in countries:\n",
    "    mean_temp.append(global_temp_country_clear[global_temp_country_clear['Country'] == \n",
    "                                               country]['AverageTemperature'].mean())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = [ dict(\n",
    "        type = 'choropleth',\n",
    "        locations = countries,\n",
    "        z = mean_temp,\n",
    "        locationmode = 'country names',\n",
    "        text = countries,\n",
    "        marker = dict(\n",
    "            line = dict(color = 'rgb(0,0,0)', width = 1)),\n",
    "            colorbar = dict(autotick = True, tickprefix = '', \n",
    "            title = '# Average\\nTemperature,\\n°C')\n",
    "            )\n",
    "       ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
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        {
         "colorbar": {
          "autotick": true,
          "tickprefix": "",
          "title": "# Average\nTemperature,\n°C"
         },
         "locationmode": "country names",
         "locations": [
          "Afghanistan",
          "Albania",
          "Algeria",
          "American Samoa",
          "Andorra",
          "Angola",
          "Anguilla",
          "Antigua And Barbuda",
          "Argentina",
          "Armenia",
          "Aruba",
          "Asia",
          "Australia",
          "Austria",
          "Azerbaijan",
          "Bahamas",
          "Bahrain",
          "Baker Island",
          "Bangladesh",
          "Barbados",
          "Belarus",
          "Belgium",
          "Belize",
          "Benin",
          "Bhutan",
          "Bolivia",
          "Bonaire, Saint Eustatius And Saba",
          "Bosnia And Herzegovina",
          "Botswana",
          "Brazil",
          "British Virgin Islands",
          "Bulgaria",
          "Burkina Faso",
          "Burma",
          "Burundi",
          "Cambodia",
          "Cameroon",
          "Canada",
          "Cape Verde",
          "Cayman Islands",
          "Central African Republic",
          "Chad",
          "Chile",
          "China",
          "Christmas Island",
          "Colombia",
          "Comoros",
          "Congo",
          "Congo (Democratic Republic Of The)",
          "Costa Rica",
          "Croatia",
          "Cuba",
          "Curaçao",
          "Cyprus",
          "Czech Republic",
          "Côte D'Ivoire",
          "Denmark",
          "Djibouti",
          "Dominica",
          "Dominican Republic",
          "Ecuador",
          "Egypt",
          "El Salvador",
          "Equatorial Guinea",
          "Eritrea",
          "Estonia",
          "Ethiopia",
          "Falkland Islands (Islas Malvinas)",
          "Faroe Islands",
          "Federated States Of Micronesia",
          "Fiji",
          "Finland",
          "France",
          "French Guiana",
          "French Polynesia",
          "French Southern And Antarctic Lands",
          "Gabon",
          "Gambia",
          "Gaza Strip",
          "Georgia",
          "Germany",
          "Ghana",
          "Greece",
          "Greenland",
          "Grenada",
          "Guadeloupe",
          "Guam",
          "Guatemala",
          "Guernsey",
          "Guinea",
          "Guinea Bissau",
          "Guyana",
          "Haiti",
          "Heard Island And Mcdonald Islands",
          "Honduras",
          "Hong Kong",
          "Hungary",
          "Iceland",
          "India",
          "Indonesia",
          "Iran",
          "Iraq",
          "Ireland",
          "Isle Of Man",
          "Israel",
          "Italy",
          "Jamaica",
          "Japan",
          "Jersey",
          "Jordan",
          "Kazakhstan",
          "Kenya",
          "Kingman Reef",
          "Kiribati",
          "Kuwait",
          "Kyrgyzstan",
          "Laos",
          "Latvia",
          "Lebanon",
          "Lesotho",
          "Liberia",
          "Libya",
          "Liechtenstein",
          "Lithuania",
          "Luxembourg",
          "Macau",
          "Macedonia",
          "Madagascar",
          "Malawi",
          "Malaysia",
          "Mali",
          "Malta",
          "Martinique",
          "Mauritania",
          "Mauritius",
          "Mayotte",
          "Mexico",
          "Moldova",
          "Monaco",
          "Mongolia",
          "Montenegro",
          "Montserrat",
          "Morocco",
          "Mozambique",
          "Namibia",
          "Nepal",
          "Netherlands",
          "New Caledonia",
          "New Zealand",
          "Nicaragua",
          "Niger",
          "Nigeria",
          "Niue",
          "North America",
          "North Korea",
          "Northern Mariana Islands",
          "Norway",
          "Oceania",
          "Oman",
          "Pakistan",
          "Palau",
          "Palestina",
          "Palmyra Atoll",
          "Panama",
          "Papua New Guinea",
          "Paraguay",
          "Peru",
          "Philippines",
          "Poland",
          "Portugal",
          "Puerto Rico",
          "Qatar",
          "Reunion",
          "Romania",
          "Russia",
          "Rwanda",
          "Saint Barthélemy",
          "Saint Kitts And Nevis",
          "Saint Lucia",
          "Saint Martin",
          "Saint Pierre And Miquelon",
          "Saint Vincent And The Grenadines",
          "Samoa",
          "San Marino",
          "Sao Tome And Principe",
          "Saudi Arabia",
          "Senegal",
          "Serbia",
          "Seychelles",
          "Sierra Leone",
          "Singapore",
          "Sint Maarten",
          "Slovakia",
          "Slovenia",
          "Solomon Islands",
          "Somalia",
          "South Africa",
          "South Georgia And The South Sandwich Isla",
          "South Korea",
          "Spain",
          "Sri Lanka",
          "Sudan",
          "Suriname",
          "Svalbard And Jan Mayen",
          "Swaziland",
          "Sweden",
          "Switzerland",
          "Syria",
          "Taiwan",
          "Tajikistan",
          "Tanzania",
          "Thailand",
          "Timor Leste",
          "Togo",
          "Tonga",
          "Trinidad And Tobago",
          "Tunisia",
          "Turkey",
          "Turkmenistan",
          "Turks And Caicas Islands",
          "Uganda",
          "Ukraine",
          "United Arab Emirates",
          "United Kingdom",
          "United States",
          "Uruguay",
          "Uzbekistan",
          "Venezuela",
          "Vietnam",
          "Virgin Islands",
          "Western Sahara",
          "Yemen",
          "Zambia",
          "Zimbabwe",
          "Åland"
         ],
         "marker": {
          "line": {
           "color": "rgb(0,0,0)",
           "width": 1
          }
         },
         "text": [
          "Afghanistan",
          "Albania",
          "Algeria",
          "American Samoa",
          "Andorra",
          "Angola",
          "Anguilla",
          "Antigua And Barbuda",
          "Argentina",
          "Armenia",
          "Aruba",
          "Asia",
          "Australia",
          "Austria",
          "Azerbaijan",
          "Bahamas",
          "Bahrain",
          "Baker Island",
          "Bangladesh",
          "Barbados",
          "Belarus",
          "Belgium",
          "Belize",
          "Benin",
          "Bhutan",
          "Bolivia",
          "Bonaire, Saint Eustatius And Saba",
          "Bosnia And Herzegovina",
          "Botswana",
          "Brazil",
          "British Virgin Islands",
          "Bulgaria",
          "Burkina Faso",
          "Burma",
          "Burundi",
          "Cambodia",
          "Cameroon",
          "Canada",
          "Cape Verde",
          "Cayman Islands",
          "Central African Republic",
          "Chad",
          "Chile",
          "China",
          "Christmas Island",
          "Colombia",
          "Comoros",
          "Congo",
          "Congo (Democratic Republic Of The)",
          "Costa Rica",
          "Croatia",
          "Cuba",
          "Curaçao",
          "Cyprus",
          "Czech Republic",
          "Côte D'Ivoire",
          "Denmark",
          "Djibouti",
          "Dominica",
          "Dominican Republic",
          "Ecuador",
          "Egypt",
          "El Salvador",
          "Equatorial Guinea",
          "Eritrea",
          "Estonia",
          "Ethiopia",
          "Falkland Islands (Islas Malvinas)",
          "Faroe Islands",
          "Federated States Of Micronesia",
          "Fiji",
          "Finland",
          "France",
          "French Guiana",
          "French Polynesia",
          "French Southern And Antarctic Lands",
          "Gabon",
          "Gambia",
          "Gaza Strip",
          "Georgia",
          "Germany",
          "Ghana",
          "Greece",
          "Greenland",
          "Grenada",
          "Guadeloupe",
          "Guam",
          "Guatemala",
          "Guernsey",
          "Guinea",
          "Guinea Bissau",
          "Guyana",
          "Haiti",
          "Heard Island And Mcdonald Islands",
          "Honduras",
          "Hong Kong",
          "Hungary",
          "Iceland",
          "India",
          "Indonesia",
          "Iran",
          "Iraq",
          "Ireland",
          "Isle Of Man",
          "Israel",
          "Italy",
          "Jamaica",
          "Japan",
          "Jersey",
          "Jordan",
          "Kazakhstan",
          "Kenya",
          "Kingman Reef",
          "Kiribati",
          "Kuwait",
          "Kyrgyzstan",
          "Laos",
          "Latvia",
          "Lebanon",
          "Lesotho",
          "Liberia",
          "Libya",
          "Liechtenstein",
          "Lithuania",
          "Luxembourg",
          "Macau",
          "Macedonia",
          "Madagascar",
          "Malawi",
          "Malaysia",
          "Mali",
          "Malta",
          "Martinique",
          "Mauritania",
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          "Mayotte",
          "Mexico",
          "Moldova",
          "Monaco",
          "Mongolia",
          "Montenegro",
          "Montserrat",
          "Morocco",
          "Mozambique",
          "Namibia",
          "Nepal",
          "Netherlands",
          "New Caledonia",
          "New Zealand",
          "Nicaragua",
          "Niger",
          "Nigeria",
          "Niue",
          "North America",
          "North Korea",
          "Northern Mariana Islands",
          "Norway",
          "Oceania",
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          "Palestina",
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          "Papua New Guinea",
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          "Peru",
          "Philippines",
          "Poland",
          "Portugal",
          "Puerto Rico",
          "Qatar",
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          "Romania",
          "Russia",
          "Rwanda",
          "Saint Barthélemy",
          "Saint Kitts And Nevis",
          "Saint Lucia",
          "Saint Martin",
          "Saint Pierre And Miquelon",
          "Saint Vincent And The Grenadines",
          "Samoa",
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          "Thailand",
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          "United Kingdom",
          "United States",
          "Uruguay",
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          "Venezuela",
          "Vietnam",
          "Virgin Islands",
          "Western Sahara",
          "Yemen",
          "Zambia",
          "Zimbabwe",
          "Åland"
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        "title": "Average land temperature in countries"
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       "<div>                            <div id=\"e2c77e85-4264-4c43-a424-839ba41ac574\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"e2c77e85-4264-4c43-a424-839ba41ac574\")) {                    Plotly.newPlot(                        \"e2c77e85-4264-4c43-a424-839ba41ac574\",                        [{\"type\":\"choropleth\",\"locations\":[\"Afghanistan\",\"Albania\",\"Algeria\",\"American Samoa\",\"Andorra\",\"Angola\",\"Anguilla\",\"Antigua And Barbuda\",\"Argentina\",\"Armenia\",\"Aruba\",\"Asia\",\"Australia\",\"Austria\",\"Azerbaijan\",\"Bahamas\",\"Bahrain\",\"Baker Island\",\"Bangladesh\",\"Barbados\",\"Belarus\",\"Belgium\",\"Belize\",\"Benin\",\"Bhutan\",\"Bolivia\",\"Bonaire, Saint Eustatius And Saba\",\"Bosnia And 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Grenadines\",\"Samoa\",\"San Marino\",\"Sao Tome And Principe\",\"Saudi Arabia\",\"Senegal\",\"Serbia\",\"Seychelles\",\"Sierra Leone\",\"Singapore\",\"Sint Maarten\",\"Slovakia\",\"Slovenia\",\"Solomon Islands\",\"Somalia\",\"South Africa\",\"South Georgia And The South Sandwich Isla\",\"South Korea\",\"Spain\",\"Sri Lanka\",\"Sudan\",\"Suriname\",\"Svalbard And Jan Mayen\",\"Swaziland\",\"Sweden\",\"Switzerland\",\"Syria\",\"Taiwan\",\"Tajikistan\",\"Tanzania\",\"Thailand\",\"Timor Leste\",\"Togo\",\"Tonga\",\"Trinidad And Tobago\",\"Tunisia\",\"Turkey\",\"Turkmenistan\",\"Turks And Caicas Islands\",\"Uganda\",\"Ukraine\",\"United Arab Emirates\",\"United Kingdom\",\"United States\",\"Uruguay\",\"Uzbekistan\",\"Venezuela\",\"Vietnam\",\"Virgin Islands\",\"Western Sahara\",\"Yemen\",\"Zambia\",\"Zimbabwe\",\"\\u00c5land\"],\"marker\":{\"line\":{\"color\":\"rgb(0,0,0)\",\"width\":1}},\"colorbar\":{\"autotick\":true,\"tickprefix\":\"\",\"title\":\"# Average\\nTemperature,\\n\\u00b0C\"}}],                        {\"title\":\"Average land temperature in countries\",\"geo\":{\"showframe\":false,\"showocean\":true,\"oceancolor\":\"rgb(0,255,255)\",\"projection\":{\"type\":\"orthographic\",\"rotation\":{\"lon\":60,\"lat\":10}},\"lonaxis\":{\"showgrid\":true,\"gridcolor\":\"rgb(102, 102, 102)\"},\"lataxis\":{\"showgrid\":true,\"gridcolor\":\"rgb(102, 102, 102)\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "layout = dict(\n",
    "    title = 'Average land temperature in countries',\n",
    "    geo = dict(\n",
    "        showframe = False,\n",
    "        showocean = True,\n",
    "        oceancolor = 'rgb(0,255,255)',\n",
    "        projection = dict(\n",
    "        type = 'orthographic',\n",
    "            rotation = dict(\n",
    "                    lon = 60,\n",
    "                    lat = 10),\n",
    "        ),\n",
    "        lonaxis =  dict(\n",
    "                showgrid = True,\n",
    "                gridcolor = 'rgb(102, 102, 102)'\n",
    "            ),\n",
    "        lataxis = dict(\n",
    "                showgrid = True,\n",
    "                gridcolor = 'rgb(102, 102, 102)'\n",
    "                )\n",
    "            ),\n",
    "        )\n",
    "\n",
    "fig = dict(data=data, layout=layout)\n",
    "py.iplot(fig, validate=False, filename='worldmap')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Result\n",
    "Russia has one of the lowest average temperature same as Canada. The lowest temperature in Greenland (it is distinctly visible on the map). The hottest country in Africa, on the equator."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### The countries by the average temperature\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 450x5000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mean_temp_bar, countries_bar = (list(x) for x in zip(*sorted(zip(mean_temp, countries), \n",
    "                                                             reverse = True)))\n",
    "sns.set(font_scale=0.9) \n",
    "f, ax = plt.subplots(figsize=(4.5, 50))\n",
    "colors_cw = sns.color_palette('coolwarm', len(countries))\n",
    "# sns.barplot(mean_temp_bar, countries_bar, palette = colors_cw[::-1])\n",
    "sns.barplot(x=mean_temp_bar, y=countries_bar, palette=colors_cw[::-1])\n",
    "Text = ax.set(xlabel='Average temperature', title='Average land temperature in countries')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Global Warming"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "global_temp = pd.read_csv(\"D:\\TechWiz5\\Climate-Change-Earth-Surface-Temperature-Data\\GlobalTemperatures.csv\" )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
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land temperature in world\"},\"xaxis\":{\"title\":{\"text\":\"year\"}},\"yaxis\":{\"title\":{\"text\":\"Average Temperature, \\u00b0C\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
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   ],
   "source": [
    "\n",
    "#Extract the year from a date\n",
    "years = np.unique(global_temp['dt'].apply(lambda x: x[:4]))\n",
    "mean_temp_world = []\n",
    "mean_temp_world_uncertainty = []\n",
    "\n",
    "for year in years:\n",
    "    mean_temp_world.append(global_temp[global_temp['dt'].apply(\n",
    "        lambda x: x[:4]) == year]['LandAverageTemperature'].mean())\n",
    "    mean_temp_world_uncertainty.append(global_temp[global_temp['dt'].apply(\n",
    "                lambda x: x[:4]) == year]['LandAverageTemperatureUncertainty'].mean())\n",
    "\n",
    "trace0 = go.Scatter(\n",
    "    x = years, \n",
    "    y = np.array(mean_temp_world) + np.array(mean_temp_world_uncertainty),\n",
    "    fill= None,\n",
    "    mode='lines',\n",
    "    name='Uncertainty top',\n",
    "    line=dict(\n",
    "        color='rgb(0, 255, 255)',\n",
    "    )\n",
    ")\n",
    "trace1 = go.Scatter(\n",
    "    x = years, \n",
    "    y = np.array(mean_temp_world) - np.array(mean_temp_world_uncertainty),\n",
    "    fill='tonexty',\n",
    "    mode='lines',\n",
    "    name='Uncertainty bot',\n",
    "    line=dict(\n",
    "        color='rgb(0, 255, 255)',\n",
    "    )\n",
    ")\n",
    "\n",
    "trace2 = go.Scatter(\n",
    "    x = years, \n",
    "    y = mean_temp_world,\n",
    "    name='Average Temperature',\n",
    "    line=dict(\n",
    "        color='rgb(199, 121, 093)',\n",
    "    )\n",
    ")\n",
    "data = [trace0, trace1, trace2]\n",
    "\n",
    "layout = go.Layout(\n",
    "    xaxis=dict(title='year'),\n",
    "    yaxis=dict(title='Average Temperature, °C'),\n",
    "    title='Average land temperature in world',\n",
    "    showlegend = False)\n",
    "\n",
    "fig = go.Figure(data=data, layout=layout)\n",
    "py.iplot(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
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land temperature on the continents\"},\"xaxis\":{\"title\":{\"text\":\"year\"}},\"yaxis\":{\"title\":{\"text\":\"Average Temperature, \\u00b0C\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
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       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
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       "}});\n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "continent = ['Russia', 'United States', 'Niger', 'Greenland', 'Australia', 'Bolivia']\n",
    "mean_temp_year_country = [ [0] * len(years[70:]) for i in range(len(continent))]\n",
    "j = 0\n",
    "for country in continent:\n",
    "    all_temp_country = global_temp_country_clear[global_temp_country_clear['Country'] == country]\n",
    "    i = 0\n",
    "    for year in years[70:]:\n",
    "        mean_temp_year_country[j][i] = all_temp_country[all_temp_country['dt'].apply(\n",
    "                lambda x: x[:4]) == year]['AverageTemperature'].mean()\n",
    "        i +=1\n",
    "    j += 1\n",
    "\n",
    "traces = []\n",
    "colors = ['rgb(0, 255, 255)', 'rgb(255, 0, 255)', 'rgb(0, 0, 0)',\n",
    "          'rgb(255, 0, 0)', 'rgb(0, 255, 0)', 'rgb(0, 0, 255)']\n",
    "for i in range(len(continent)):\n",
    "    traces.append(go.Scatter(\n",
    "        x=years[70:],\n",
    "        y=mean_temp_year_country[i],\n",
    "        mode='lines',\n",
    "        name=continent[i],\n",
    "        line=dict(color=colors[i]),\n",
    "    ))\n",
    "\n",
    "layout = go.Layout(\n",
    "    xaxis=dict(title='year'),\n",
    "    yaxis=dict(title='Average Temperature, °C'),\n",
    "    title='Average land temperature on the continents',)\n",
    "\n",
    "fig = go.Figure(data=traces, layout=layout)\n",
    "py.iplot(fig)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dynamic map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Extract the year from a date\n",
    "years = np.unique(global_temp_country_clear['dt'].apply(lambda x: x[:4]))\n",
    "\n",
    "#Let's create an array and add the values of average temperatures in the countries every 10 years\n",
    "mean_temp_year_country = [ [0] * len(countries) for i in range(len(years[::10]))]\n",
    "\n",
    "j = 0\n",
    "for country in countries:\n",
    "    all_temp_country = global_temp_country_clear[global_temp_country_clear['Country'] == country]\n",
    "    i = 0\n",
    "    for year in years[::10]:\n",
    "        mean_temp_year_country[i][j] = all_temp_country[all_temp_country['dt'].apply(\n",
    "                lambda x: x[:4]) == year]['AverageTemperature'].mean()\n",
    "        i +=1\n",
    "    j += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "colorbar": {
          "autotick": true,
          "tickprefix": "",
          "title": "# Average\nTemperature,\n°C"
         },
         "locationmode": "country names",
         "locations": [
          "Afghanistan",
          "Albania",
          "Algeria",
          "American Samoa",
          "Andorra",
          "Angola",
          "Anguilla",
          "Antigua And Barbuda",
          "Argentina",
          "Armenia",
          "Aruba",
          "Asia",
          "Australia",
          "Austria",
          "Azerbaijan",
          "Bahamas",
          "Bahrain",
          "Baker Island",
          "Bangladesh",
          "Barbados",
          "Belarus",
          "Belgium",
          "Belize",
          "Benin",
          "Bhutan",
          "Bolivia",
          "Bonaire, Saint Eustatius And Saba",
          "Bosnia And Herzegovina",
          "Botswana",
          "Brazil",
          "British Virgin Islands",
          "Bulgaria",
          "Burkina Faso",
          "Burma",
          "Burundi",
          "Cambodia",
          "Cameroon",
          "Canada",
          "Cape Verde",
          "Cayman Islands",
          "Central African Republic",
          "Chad",
          "Chile",
          "China",
          "Christmas Island",
          "Colombia",
          "Comoros",
          "Congo",
          "Congo (Democratic Republic Of The)",
          "Costa Rica",
          "Croatia",
          "Cuba",
          "Curaçao",
          "Cyprus",
          "Czech Republic",
          "Côte D'Ivoire",
          "Denmark",
          "Djibouti",
          "Dominica",
          "Dominican Republic",
          "Ecuador",
          "Egypt",
          "El Salvador",
          "Equatorial Guinea",
          "Eritrea",
          "Estonia",
          "Ethiopia",
          "Falkland Islands (Islas Malvinas)",
          "Faroe Islands",
          "Federated States Of Micronesia",
          "Fiji",
          "Finland",
          "France",
          "French Guiana",
          "French Polynesia",
          "French Southern And Antarctic Lands",
          "Gabon",
          "Gambia",
          "Gaza Strip",
          "Georgia",
          "Germany",
          "Ghana",
          "Greece",
          "Greenland",
          "Grenada",
          "Guadeloupe",
          "Guam",
          "Guatemala",
          "Guernsey",
          "Guinea",
          "Guinea Bissau",
          "Guyana",
          "Haiti",
          "Heard Island And Mcdonald Islands",
          "Honduras",
          "Hong Kong",
          "Hungary",
          "Iceland",
          "India",
          "Indonesia",
          "Iran",
          "Iraq",
          "Ireland",
          "Isle Of Man",
          "Israel",
          "Italy",
          "Jamaica",
          "Japan",
          "Jersey",
          "Jordan",
          "Kazakhstan",
          "Kenya",
          "Kingman Reef",
          "Kiribati",
          "Kuwait",
          "Kyrgyzstan",
          "Laos",
          "Latvia",
          "Lebanon",
          "Lesotho",
          "Liberia",
          "Libya",
          "Liechtenstein",
          "Lithuania",
          "Luxembourg",
          "Macau",
          "Macedonia",
          "Madagascar",
          "Malawi",
          "Malaysia",
          "Mali",
          "Malta",
          "Martinique",
          "Mauritania",
          "Mauritius",
          "Mayotte",
          "Mexico",
          "Moldova",
          "Monaco",
          "Mongolia",
          "Montenegro",
          "Montserrat",
          "Morocco",
          "Mozambique",
          "Namibia",
          "Nepal",
          "Netherlands",
          "New Caledonia",
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Sahara\",\"Yemen\",\"Zambia\",\"Zimbabwe\",\"\\u00c5land\"],\"z\":[14.045007194244604,12.610645925457991,22.98511176905996,26.611965009208106,11.201553063802905,21.824549189814814,26.61049185043145,26.437924256951106,14.621194210526316,8.55164792663477,27.920390220517735,7.347892223161453,21.62469689119171,6.210731838281744,11.175936074918566,25.12822004008016,25.9308093346574,25.37235023279876,24.820242783708977,26.458547938638542,5.819288060644347,9.483378395451673,25.052099776286354,27.17199943181818,11.811878969957082,20.87723052631579,27.17329482262704,10.421283954516742,21.87929669156884,24.69925554528651,26.336523239099186,10.482968414403032,28.083506760411034,23.70619723953696,20.070990127758417,26.65685403576607,24.35258559077809,-5.216658945686901,24.185563568376068,26.72250415028397,25.280406916426514,27.120466282420747,9.383473684210525,6.612731031349386,25.78465407131453,24.716870967741936,25.702209302325578,24.462931988472622,23.77366493955095,25.61578443420379,11.342399873657612,25.40742638706859,27.353414669223394,18.78774568642161,7.62601926721415,25.948536060279874,7.832859444093494,28.8166025331725,26.110151486097795,25.54751121076233,21.869970347003154,22.620693031209917,24.90670454545455,24.921677809798272,26.802653110047846,4.819805748578648,23.01235675997618,6.076773492667029,6.619001579279849,26.944357771261004,25.038671779141108,1.244742261528743,10.416045799115604,25.718151106833492,26.10709611829944,4.9831111111111115,24.25472564841499,27.538551816239316,19.192636960985624,8.106881895881896,8.152496209728364,26.711013551665726,14.773012002526848,-18.58745804195804,26.741952061361456,26.329560882070954,26.996834337349398,23.111650494159928,10.928408717624764,25.4523530982906,26.761366648850878,25.93092011549567,26.295837740923353,2.5621149425287357,24.69554799459216,22.65989491362764,9.722423246999368,1.4050650663297535,23.873789473684212,25.684483767961684,17.607076451156203,21.775628879310347,9.419558433354391,9.365805432722679,19.62657730263158,12.737121920404297,26.09633956386293,11.951907335907336,10.928408717624764,19.346512587701195,5.202144758735441,24.102428231089934,27.133034438775514,26.73686534779834,25.098140232108317,3.2204981651376143,23.574696349065007,5.3205451674036635,17.63161773078487,13.726681793913508,25.37773793103448,22.268253938484623,4.642939039797853,5.9079917877447885,9.165196462413139,22.418374760076777,10.37555085281112,22.74904594441293,21.431086144578316,25.80544200779727,28.441976570820025,18.494875319693094,26.110151486097795,27.620255504352276,23.522653983353155,26.34096142938174,20.56755804195804,8.9317166771952,9.024701831964624,-0.8206709844559585,10.214629500947568,26.383128475551292,17.627497409326427,23.59619475878499,20.484495197438637,14.807390612244896,9.112799115603286,22.700108194965186,10.371239107883817,25.957508780036967,27.458972540045767,26.7447083091226,25.094878453038675,2.0283738920225622,6.748336832061068,26.996834337349398,0.09580385344283003,21.452989119170983,26.916862665897284,20.615513304305757,27.216379332477533,23.125663223140496,27.16345599489796,26.29162063808574,24.450801898734177,23.237967557251906,19.935974230044,26.44047248677249,7.46020593809223,14.688179987212276,25.451961667465262,26.784996015936255,23.30140309155767,8.76090176879343,-5.521881912681913,19.244422183507552,26.61049185043145,25.852186001917545,26.646838446788113,26.61049185043145,4.223059955113818,26.78944870565676,26.33186249232658,13.83142229943146,25.794386167146975,25.546407835258666,27.967375,9.986563171193936,26.738423142370962,26.02257127715951,26.52310282651072,26.61049185043145,7.527216993051168,9.659700568540746,26.62503698979592,26.877085169743896,17.27098291510945,1.4010251017639077,11.849048745173745,13.612834175615918,26.947687001594897,27.09335942857143,26.17166313763234,-7.448027925531916,18.83980726107848,2.3863319646241314,6.992051484523057,17.917548596990645,21.93742753623188,4.016035217794253,22.34791097178684,25.986800979519142,25.966332718327187,26.87178275666478,23.236247852760734,26.11875119846596,19.97059047314578,11.631567300916139,14.781998181818182,26.662733508082134,23.03296871378911,7.653507264687303,27.693994700582934,8.655788060644348,8.60357252215955,17.149306774809162,12.278015938069217,25.025685522531163,23.688365504061156,26.336523239099186,22.31981782334385,26.25359672528805,21.282955621301774,21.117547246376812,5.291383449147189],\"locationmode\":\"country names\",\"text\":[\"Afghanistan\",\"Albania\",\"Algeria\",\"American Samoa\",\"Andorra\",\"Angola\",\"Anguilla\",\"Antigua And Barbuda\",\"Argentina\",\"Armenia\",\"Aruba\",\"Asia\",\"Australia\",\"Austria\",\"Azerbaijan\",\"Bahamas\",\"Bahrain\",\"Baker Island\",\"Bangladesh\",\"Barbados\",\"Belarus\",\"Belgium\",\"Belize\",\"Benin\",\"Bhutan\",\"Bolivia\",\"Bonaire, Saint Eustatius And Saba\",\"Bosnia And Herzegovina\",\"Botswana\",\"Brazil\",\"British Virgin Islands\",\"Bulgaria\",\"Burkina Faso\",\"Burma\",\"Burundi\",\"Cambodia\",\"Cameroon\",\"Canada\",\"Cape Verde\",\"Cayman Islands\",\"Central African Republic\",\"Chad\",\"Chile\",\"China\",\"Christmas Island\",\"Colombia\",\"Comoros\",\"Congo\",\"Congo (Democratic Republic Of The)\",\"Costa Rica\",\"Croatia\",\"Cuba\",\"Cura\\u00e7ao\",\"Cyprus\",\"Czech Republic\",\"C\\u00f4te D'Ivoire\",\"Denmark\",\"Djibouti\",\"Dominica\",\"Dominican Republic\",\"Ecuador\",\"Egypt\",\"El Salvador\",\"Equatorial Guinea\",\"Eritrea\",\"Estonia\",\"Ethiopia\",\"Falkland Islands (Islas Malvinas)\",\"Faroe Islands\",\"Federated States Of Micronesia\",\"Fiji\",\"Finland\",\"France\",\"French Guiana\",\"French Polynesia\",\"French Southern And Antarctic Lands\",\"Gabon\",\"Gambia\",\"Gaza Strip\",\"Georgia\",\"Germany\",\"Ghana\",\"Greece\",\"Greenland\",\"Grenada\",\"Guadeloupe\",\"Guam\",\"Guatemala\",\"Guernsey\",\"Guinea\",\"Guinea Bissau\",\"Guyana\",\"Haiti\",\"Heard Island And Mcdonald Islands\",\"Honduras\",\"Hong Kong\",\"Hungary\",\"Iceland\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Ireland\",\"Isle Of Man\",\"Israel\",\"Italy\",\"Jamaica\",\"Japan\",\"Jersey\",\"Jordan\",\"Kazakhstan\",\"Kenya\",\"Kingman Reef\",\"Kiribati\",\"Kuwait\",\"Kyrgyzstan\",\"Laos\",\"Latvia\",\"Lebanon\",\"Lesotho\",\"Liberia\",\"Libya\",\"Liechtenstein\",\"Lithuania\",\"Luxembourg\",\"Macau\",\"Macedonia\",\"Madagascar\",\"Malawi\",\"Malaysia\",\"Mali\",\"Malta\",\"Martinique\",\"Mauritania\",\"Mauritius\",\"Mayotte\",\"Mexico\",\"Moldova\",\"Monaco\",\"Mongolia\",\"Montenegro\",\"Montserrat\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Nepal\",\"Netherlands\",\"New Caledonia\",\"New Zealand\",\"Nicaragua\",\"Niger\",\"Nigeria\",\"Niue\",\"North America\",\"North Korea\",\"Northern Mariana Islands\",\"Norway\",\"Oceania\",\"Oman\",\"Pakistan\",\"Palau\",\"Palestina\",\"Palmyra Atoll\",\"Panama\",\"Papua New Guinea\",\"Paraguay\",\"Peru\",\"Philippines\",\"Poland\",\"Portugal\",\"Puerto Rico\",\"Qatar\",\"Reunion\",\"Romania\",\"Russia\",\"Rwanda\",\"Saint Barth\\u00e9lemy\",\"Saint Kitts And Nevis\",\"Saint Lucia\",\"Saint Martin\",\"Saint Pierre And Miquelon\",\"Saint Vincent And The Grenadines\",\"Samoa\",\"San Marino\",\"Sao Tome And Principe\",\"Saudi Arabia\",\"Senegal\",\"Serbia\",\"Seychelles\",\"Sierra Leone\",\"Singapore\",\"Sint Maarten\",\"Slovakia\",\"Slovenia\",\"Solomon Islands\",\"Somalia\",\"South Africa\",\"South Georgia And The South Sandwich Isla\",\"South Korea\",\"Spain\",\"Sri Lanka\",\"Sudan\",\"Suriname\",\"Svalbard And Jan Mayen\",\"Swaziland\",\"Sweden\",\"Switzerland\",\"Syria\",\"Taiwan\",\"Tajikistan\",\"Tanzania\",\"Thailand\",\"Timor Leste\",\"Togo\",\"Tonga\",\"Trinidad And Tobago\",\"Tunisia\",\"Turkey\",\"Turkmenistan\",\"Turks And Caicas Islands\",\"Uganda\",\"Ukraine\",\"United Arab Emirates\",\"United Kingdom\",\"United States\",\"Uruguay\",\"Uzbekistan\",\"Venezuela\",\"Vietnam\",\"Virgin Islands\",\"Western Sahara\",\"Yemen\",\"Zambia\",\"Zimbabwe\",\"\\u00c5land\"],\"marker\":{\"line\":{\"color\":\"rgb(0,0,0)\",\"width\":1}},\"colorbar\":{\"autotick\":true,\"tickprefix\":\"\",\"title\":\"# Average\\nTemperature,\\n\\u00b0C\"}}],                        {\"title\":\"Average land temperature in countries\",\"geo\":{\"showframe\":false,\"showocean\":true,\"oceancolor\":\"rgb(0,255,255)\",\"type\":\"equirectangular\"}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('28a152c2-08f1-4f40-aa32-a6dbe68cff25');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Let's create a Streaming in Plotly (here, alas, does not work, so commented out)\n",
    "#stream_tokens = tls.get_credentials_file()['stream_ids']\n",
    "#token =  stream_tokens[-1]\n",
    "#stream_id = dict(token=token, maxpoints=60)\n",
    "\n",
    "data = [ dict(\n",
    "        type = 'choropleth',\n",
    "        locations = countries,\n",
    "        z = mean_temp,\n",
    "        locationmode = 'country names',\n",
    "        text = countries,\n",
    "        marker = dict(\n",
    "            line = dict(color = 'rgb(0,0,0)', width = 1)),\n",
    "            colorbar = dict(autotick = True, tickprefix = '',\n",
    "            title = '# Average\\nTemperature,\\n°C'),\n",
    "        #The following line is also needed to create Stream\n",
    "        #stream = stream_id\n",
    "            )\n",
    "       ]\n",
    "\n",
    "layout = dict(\n",
    "    title = 'Average land temperature in countries',\n",
    "    geo = dict(\n",
    "        showframe = False,\n",
    "        showocean = True,\n",
    "        oceancolor = 'rgb(0,255,255)',\n",
    "        type = 'equirectangular'\n",
    "    ),\n",
    ")\n",
    "\n",
    "fig = dict(data=data, layout=layout)\n",
    "py.iplot(fig, validate=False, filename='world_temp_map')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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