WB-Climate_Change.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b66f1ff7",
   "metadata": {},
   "outputs": [],
   "source": [
    "#El presente documento empleará una base de datos sobre cambio climático en el Perú disponible en los data sets del Banco Mundial.\n",
    "#Para más información sobre la base de datos revisar el siguiente enlace: https://data.humdata.org/dataset/a9684254-7d3e-46e0-ba0f-563d92a46181?force_layout=desktop\n",
    "\n",
    "#Primero veamos los pandas\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "09bca012",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Ahora se importará la base de datos sobre las emisiones totales de gases de efecto invernadero para el país\n",
    "data1=pd.read_csv('TF-Data.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3885c5b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Ahora vamos a limpiar la base de datos\n",
    "#Ordenando de menor a mayor\n",
    "data1.sort_values(\"Year\", inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bf151694",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Ahora vamos a unir dos bases de datos. \n",
    "#La primera es sobre las emisiones totales de gases de efecto invernadero para el país\n",
    "#La segunda es sobre las emisiones de CO2\n",
    "import pandas as pd\n",
    "df1 = pd.read_csv('TF-Data.csv')\n",
    "df2 = pd.read_csv('TF-Data4.csv')\n",
    "df_final = df1.merge(df2, left_on = 'Year', right_on = 'Year')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f26ca84f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Ordenando de menor a mayor\n",
    "df_final.sort_values(\"Year\", inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b7d3f8ce",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Country Name_x</th>\n",
       "      <th>Country ISO3_x</th>\n",
       "      <th>Year</th>\n",
       "      <th>Indicator Name_x</th>\n",
       "      <th>Indicator Code_x</th>\n",
       "      <th>Value_x</th>\n",
       "      <th>Country Name_y</th>\n",
       "      <th>Country ISO3_y</th>\n",
       "      <th>Indicator Name_y</th>\n",
       "      <th>Indicator Code_y</th>\n",
       "      <th>Value_y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1970</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>55258.280</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>17784.950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1971</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>49525.361</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>18613.692</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1972</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>51650.415</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>18173.652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1973</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>49969.699</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>19757.796</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1974</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53198.078</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21360.275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1975</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>54949.664</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21965.330</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1976</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>58643.862</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22442.040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1977</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53842.491</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>23340.455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1978</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>56739.844</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22460.375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1979</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>58834.226</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22273.358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1980</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60578.725</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>24121.526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1981</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60095.341</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>24103.191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1982</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60744.530</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>23670.485</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1983</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57027.024</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20450.859</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1984</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53958.176</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20692.881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1985</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53619.781</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>19512.107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1986</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57184.193</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21847.986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1987</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62286.656</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>25782.677</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1988</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60300.158</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>25107.949</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1989</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57774.678</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21840.652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1990</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>43970.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20630.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1991</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>42740.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>19750.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1992</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>43610.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20690.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1993</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>44780.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21540.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1994</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>47300.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22360.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1995</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>52080.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>25400.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1996</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>55670.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>27740.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1997</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>56970.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>27950.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1998</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57160.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>26640.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1999</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>61510.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>28840.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2000</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62310.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>28430.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2001</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60500.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>26360.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2002</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62460.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>27550.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2003</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62290.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>26940.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2004</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>66670.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>31300.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2005</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>67840.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>31350.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2006</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>67810.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>31080.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2007</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>71710.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>34110.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2008</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>76510.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>38560.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2009</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>80650.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>41680.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2010</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>84650.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>45570.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2011</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>88120.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>48580.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2012</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>88380.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>48370.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2013</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>89840.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>49520.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2014</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>93240.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>52810.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2015</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>94880.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>53820.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2016</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>98040.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>56530.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2017</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>96040.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>53990.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2018</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>96280.000</td>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>54280.000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Country Name_x Country ISO3_x  Year  \\\n",
       "48           Peru            PER  1970   \n",
       "47           Peru            PER  1971   \n",
       "46           Peru            PER  1972   \n",
       "45           Peru            PER  1973   \n",
       "44           Peru            PER  1974   \n",
       "43           Peru            PER  1975   \n",
       "42           Peru            PER  1976   \n",
       "41           Peru            PER  1977   \n",
       "40           Peru            PER  1978   \n",
       "39           Peru            PER  1979   \n",
       "38           Peru            PER  1980   \n",
       "37           Peru            PER  1981   \n",
       "36           Peru            PER  1982   \n",
       "35           Peru            PER  1983   \n",
       "34           Peru            PER  1984   \n",
       "33           Peru            PER  1985   \n",
       "32           Peru            PER  1986   \n",
       "31           Peru            PER  1987   \n",
       "30           Peru            PER  1988   \n",
       "29           Peru            PER  1989   \n",
       "28           Peru            PER  1990   \n",
       "27           Peru            PER  1991   \n",
       "26           Peru            PER  1992   \n",
       "25           Peru            PER  1993   \n",
       "24           Peru            PER  1994   \n",
       "23           Peru            PER  1995   \n",
       "22           Peru            PER  1996   \n",
       "21           Peru            PER  1997   \n",
       "20           Peru            PER  1998   \n",
       "19           Peru            PER  1999   \n",
       "18           Peru            PER  2000   \n",
       "17           Peru            PER  2001   \n",
       "16           Peru            PER  2002   \n",
       "15           Peru            PER  2003   \n",
       "14           Peru            PER  2004   \n",
       "13           Peru            PER  2005   \n",
       "12           Peru            PER  2006   \n",
       "11           Peru            PER  2007   \n",
       "10           Peru            PER  2008   \n",
       "9            Peru            PER  2009   \n",
       "8            Peru            PER  2010   \n",
       "7            Peru            PER  2011   \n",
       "6            Peru            PER  2012   \n",
       "5            Peru            PER  2013   \n",
       "4            Peru            PER  2014   \n",
       "3            Peru            PER  2015   \n",
       "2            Peru            PER  2016   \n",
       "1            Peru            PER  2017   \n",
       "0            Peru            PER  2018   \n",
       "\n",
       "                                     Indicator Name_x   Indicator Code_x  \\\n",
       "48  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "47  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "46  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "45  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "44  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "43  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "42  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "41  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "40  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "39  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "38  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "37  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "36  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "35  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "34  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "33  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "32  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "31  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "30  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "29  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "28  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "27  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "26  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "25  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "24  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "23  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "22  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "21  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "20  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "19  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "18  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "17  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "16  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "15  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "14  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "13  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "12  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "11  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "10  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "9   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "8   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "7   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "6   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "5   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "4   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "3   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "2   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "1   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "0   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "\n",
       "      Value_x Country Name_y Country ISO3_y    Indicator Name_y  \\\n",
       "48  55258.280           Peru            PER  CO2 emissions (kt)   \n",
       "47  49525.361           Peru            PER  CO2 emissions (kt)   \n",
       "46  51650.415           Peru            PER  CO2 emissions (kt)   \n",
       "45  49969.699           Peru            PER  CO2 emissions (kt)   \n",
       "44  53198.078           Peru            PER  CO2 emissions (kt)   \n",
       "43  54949.664           Peru            PER  CO2 emissions (kt)   \n",
       "42  58643.862           Peru            PER  CO2 emissions (kt)   \n",
       "41  53842.491           Peru            PER  CO2 emissions (kt)   \n",
       "40  56739.844           Peru            PER  CO2 emissions (kt)   \n",
       "39  58834.226           Peru            PER  CO2 emissions (kt)   \n",
       "38  60578.725           Peru            PER  CO2 emissions (kt)   \n",
       "37  60095.341           Peru            PER  CO2 emissions (kt)   \n",
       "36  60744.530           Peru            PER  CO2 emissions (kt)   \n",
       "35  57027.024           Peru            PER  CO2 emissions (kt)   \n",
       "34  53958.176           Peru            PER  CO2 emissions (kt)   \n",
       "33  53619.781           Peru            PER  CO2 emissions (kt)   \n",
       "32  57184.193           Peru            PER  CO2 emissions (kt)   \n",
       "31  62286.656           Peru            PER  CO2 emissions (kt)   \n",
       "30  60300.158           Peru            PER  CO2 emissions (kt)   \n",
       "29  57774.678           Peru            PER  CO2 emissions (kt)   \n",
       "28  43970.000           Peru            PER  CO2 emissions (kt)   \n",
       "27  42740.000           Peru            PER  CO2 emissions (kt)   \n",
       "26  43610.000           Peru            PER  CO2 emissions (kt)   \n",
       "25  44780.000           Peru            PER  CO2 emissions (kt)   \n",
       "24  47300.000           Peru            PER  CO2 emissions (kt)   \n",
       "23  52080.000           Peru            PER  CO2 emissions (kt)   \n",
       "22  55670.000           Peru            PER  CO2 emissions (kt)   \n",
       "21  56970.000           Peru            PER  CO2 emissions (kt)   \n",
       "20  57160.000           Peru            PER  CO2 emissions (kt)   \n",
       "19  61510.000           Peru            PER  CO2 emissions (kt)   \n",
       "18  62310.000           Peru            PER  CO2 emissions (kt)   \n",
       "17  60500.000           Peru            PER  CO2 emissions (kt)   \n",
       "16  62460.000           Peru            PER  CO2 emissions (kt)   \n",
       "15  62290.000           Peru            PER  CO2 emissions (kt)   \n",
       "14  66670.000           Peru            PER  CO2 emissions (kt)   \n",
       "13  67840.000           Peru            PER  CO2 emissions (kt)   \n",
       "12  67810.000           Peru            PER  CO2 emissions (kt)   \n",
       "11  71710.000           Peru            PER  CO2 emissions (kt)   \n",
       "10  76510.000           Peru            PER  CO2 emissions (kt)   \n",
       "9   80650.000           Peru            PER  CO2 emissions (kt)   \n",
       "8   84650.000           Peru            PER  CO2 emissions (kt)   \n",
       "7   88120.000           Peru            PER  CO2 emissions (kt)   \n",
       "6   88380.000           Peru            PER  CO2 emissions (kt)   \n",
       "5   89840.000           Peru            PER  CO2 emissions (kt)   \n",
       "4   93240.000           Peru            PER  CO2 emissions (kt)   \n",
       "3   94880.000           Peru            PER  CO2 emissions (kt)   \n",
       "2   98040.000           Peru            PER  CO2 emissions (kt)   \n",
       "1   96040.000           Peru            PER  CO2 emissions (kt)   \n",
       "0   96280.000           Peru            PER  CO2 emissions (kt)   \n",
       "\n",
       "   Indicator Code_y    Value_y  \n",
       "48   EN.ATM.CO2E.KT  17784.950  \n",
       "47   EN.ATM.CO2E.KT  18613.692  \n",
       "46   EN.ATM.CO2E.KT  18173.652  \n",
       "45   EN.ATM.CO2E.KT  19757.796  \n",
       "44   EN.ATM.CO2E.KT  21360.275  \n",
       "43   EN.ATM.CO2E.KT  21965.330  \n",
       "42   EN.ATM.CO2E.KT  22442.040  \n",
       "41   EN.ATM.CO2E.KT  23340.455  \n",
       "40   EN.ATM.CO2E.KT  22460.375  \n",
       "39   EN.ATM.CO2E.KT  22273.358  \n",
       "38   EN.ATM.CO2E.KT  24121.526  \n",
       "37   EN.ATM.CO2E.KT  24103.191  \n",
       "36   EN.ATM.CO2E.KT  23670.485  \n",
       "35   EN.ATM.CO2E.KT  20450.859  \n",
       "34   EN.ATM.CO2E.KT  20692.881  \n",
       "33   EN.ATM.CO2E.KT  19512.107  \n",
       "32   EN.ATM.CO2E.KT  21847.986  \n",
       "31   EN.ATM.CO2E.KT  25782.677  \n",
       "30   EN.ATM.CO2E.KT  25107.949  \n",
       "29   EN.ATM.CO2E.KT  21840.652  \n",
       "28   EN.ATM.CO2E.KT  20630.000  \n",
       "27   EN.ATM.CO2E.KT  19750.000  \n",
       "26   EN.ATM.CO2E.KT  20690.000  \n",
       "25   EN.ATM.CO2E.KT  21540.000  \n",
       "24   EN.ATM.CO2E.KT  22360.000  \n",
       "23   EN.ATM.CO2E.KT  25400.000  \n",
       "22   EN.ATM.CO2E.KT  27740.000  \n",
       "21   EN.ATM.CO2E.KT  27950.000  \n",
       "20   EN.ATM.CO2E.KT  26640.000  \n",
       "19   EN.ATM.CO2E.KT  28840.000  \n",
       "18   EN.ATM.CO2E.KT  28430.000  \n",
       "17   EN.ATM.CO2E.KT  26360.000  \n",
       "16   EN.ATM.CO2E.KT  27550.000  \n",
       "15   EN.ATM.CO2E.KT  26940.000  \n",
       "14   EN.ATM.CO2E.KT  31300.000  \n",
       "13   EN.ATM.CO2E.KT  31350.000  \n",
       "12   EN.ATM.CO2E.KT  31080.000  \n",
       "11   EN.ATM.CO2E.KT  34110.000  \n",
       "10   EN.ATM.CO2E.KT  38560.000  \n",
       "9    EN.ATM.CO2E.KT  41680.000  \n",
       "8    EN.ATM.CO2E.KT  45570.000  \n",
       "7    EN.ATM.CO2E.KT  48580.000  \n",
       "6    EN.ATM.CO2E.KT  48370.000  \n",
       "5    EN.ATM.CO2E.KT  49520.000  \n",
       "4    EN.ATM.CO2E.KT  52810.000  \n",
       "3    EN.ATM.CO2E.KT  53820.000  \n",
       "2    EN.ATM.CO2E.KT  56530.000  \n",
       "1    EN.ATM.CO2E.KT  53990.000  \n",
       "0    EN.ATM.CO2E.KT  54280.000  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Observando la base\n",
    "df_final"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d0cb0e23",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Country Name_x', 'Country ISO3_x', 'Year', 'Indicator Name_x',\n",
       "       'Indicator Code_x', 'Value_x', 'Country Name_y', 'Country ISO3_y',\n",
       "       'Indicator Name_y', 'Indicator Code_y', 'Value_y'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Ahora realizaremos una limpieza de la base de datos. Primero, reconocemos qué columnas tenemos.\n",
    "df_final.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "6a85d695",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Ahora, vamos a cambiar algunos nombres\n",
    "nuevos_nombres = {'Country Name': 'Country Name_x', 'Country ISO3' : 'Country ISO3_x'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "919b1c4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_final.rename(columns = nuevos_nombres, inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "9d674e87",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Country Name_x</th>\n",
       "      <th>Country ISO3_x</th>\n",
       "      <th>Year</th>\n",
       "      <th>Indicator Name_x</th>\n",
       "      <th>Indicator Code_x</th>\n",
       "      <th>Value_x</th>\n",
       "      <th>Indicator Name_y</th>\n",
       "      <th>Indicator Code_y</th>\n",
       "      <th>Value_y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1970</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>55258.280</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>17784.950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1971</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>49525.361</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>18613.692</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1972</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>51650.415</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>18173.652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1973</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>49969.699</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>19757.796</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1974</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53198.078</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21360.275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1975</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>54949.664</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21965.330</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1976</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>58643.862</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22442.040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1977</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53842.491</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>23340.455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1978</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>56739.844</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22460.375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1979</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>58834.226</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22273.358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1980</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60578.725</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>24121.526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1981</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60095.341</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>24103.191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1982</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60744.530</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>23670.485</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1983</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57027.024</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20450.859</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1984</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53958.176</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20692.881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1985</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>53619.781</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>19512.107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1986</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57184.193</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21847.986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1987</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62286.656</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>25782.677</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1988</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60300.158</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>25107.949</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1989</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57774.678</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21840.652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1990</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>43970.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20630.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1991</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>42740.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>19750.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1992</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>43610.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>20690.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1993</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>44780.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>21540.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1994</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>47300.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>22360.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1995</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>52080.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>25400.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1996</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>55670.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>27740.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1997</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>56970.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>27950.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1998</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>57160.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>26640.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>1999</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>61510.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>28840.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2000</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62310.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>28430.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2001</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>60500.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>26360.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2002</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62460.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>27550.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2003</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>62290.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>26940.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2004</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>66670.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>31300.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2005</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>67840.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>31350.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2006</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>67810.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>31080.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2007</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>71710.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>34110.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2008</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>76510.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>38560.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2009</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>80650.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>41680.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2010</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>84650.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>45570.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2011</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>88120.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>48580.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2012</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>88380.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>48370.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2013</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>89840.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>49520.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2014</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>93240.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>52810.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2015</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>94880.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>53820.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2016</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>98040.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>56530.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2017</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>96040.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>53990.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Peru</td>\n",
       "      <td>PER</td>\n",
       "      <td>2018</td>\n",
       "      <td>Total greenhouse gas emissions (kt of CO2 equi...</td>\n",
       "      <td>EN.ATM.GHGT.KT.CE</td>\n",
       "      <td>96280.000</td>\n",
       "      <td>CO2 emissions (kt)</td>\n",
       "      <td>EN.ATM.CO2E.KT</td>\n",
       "      <td>54280.000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Country Name_x Country ISO3_x  Year  \\\n",
       "48           Peru            PER  1970   \n",
       "47           Peru            PER  1971   \n",
       "46           Peru            PER  1972   \n",
       "45           Peru            PER  1973   \n",
       "44           Peru            PER  1974   \n",
       "43           Peru            PER  1975   \n",
       "42           Peru            PER  1976   \n",
       "41           Peru            PER  1977   \n",
       "40           Peru            PER  1978   \n",
       "39           Peru            PER  1979   \n",
       "38           Peru            PER  1980   \n",
       "37           Peru            PER  1981   \n",
       "36           Peru            PER  1982   \n",
       "35           Peru            PER  1983   \n",
       "34           Peru            PER  1984   \n",
       "33           Peru            PER  1985   \n",
       "32           Peru            PER  1986   \n",
       "31           Peru            PER  1987   \n",
       "30           Peru            PER  1988   \n",
       "29           Peru            PER  1989   \n",
       "28           Peru            PER  1990   \n",
       "27           Peru            PER  1991   \n",
       "26           Peru            PER  1992   \n",
       "25           Peru            PER  1993   \n",
       "24           Peru            PER  1994   \n",
       "23           Peru            PER  1995   \n",
       "22           Peru            PER  1996   \n",
       "21           Peru            PER  1997   \n",
       "20           Peru            PER  1998   \n",
       "19           Peru            PER  1999   \n",
       "18           Peru            PER  2000   \n",
       "17           Peru            PER  2001   \n",
       "16           Peru            PER  2002   \n",
       "15           Peru            PER  2003   \n",
       "14           Peru            PER  2004   \n",
       "13           Peru            PER  2005   \n",
       "12           Peru            PER  2006   \n",
       "11           Peru            PER  2007   \n",
       "10           Peru            PER  2008   \n",
       "9            Peru            PER  2009   \n",
       "8            Peru            PER  2010   \n",
       "7            Peru            PER  2011   \n",
       "6            Peru            PER  2012   \n",
       "5            Peru            PER  2013   \n",
       "4            Peru            PER  2014   \n",
       "3            Peru            PER  2015   \n",
       "2            Peru            PER  2016   \n",
       "1            Peru            PER  2017   \n",
       "0            Peru            PER  2018   \n",
       "\n",
       "                                     Indicator Name_x   Indicator Code_x  \\\n",
       "48  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "47  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "46  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "45  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "44  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "43  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "42  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "41  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "40  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "39  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "38  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "37  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "36  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "35  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "34  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "33  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "32  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "31  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "30  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "29  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "28  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "27  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "26  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "25  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "24  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "23  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "22  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "21  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "20  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "19  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "18  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "17  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "16  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "15  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "14  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "13  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "12  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "11  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "10  Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "9   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "8   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "7   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "6   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "5   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "4   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "3   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "2   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "1   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "0   Total greenhouse gas emissions (kt of CO2 equi...  EN.ATM.GHGT.KT.CE   \n",
       "\n",
       "      Value_x    Indicator Name_y Indicator Code_y    Value_y  \n",
       "48  55258.280  CO2 emissions (kt)   EN.ATM.CO2E.KT  17784.950  \n",
       "47  49525.361  CO2 emissions (kt)   EN.ATM.CO2E.KT  18613.692  \n",
       "46  51650.415  CO2 emissions (kt)   EN.ATM.CO2E.KT  18173.652  \n",
       "45  49969.699  CO2 emissions (kt)   EN.ATM.CO2E.KT  19757.796  \n",
       "44  53198.078  CO2 emissions (kt)   EN.ATM.CO2E.KT  21360.275  \n",
       "43  54949.664  CO2 emissions (kt)   EN.ATM.CO2E.KT  21965.330  \n",
       "42  58643.862  CO2 emissions (kt)   EN.ATM.CO2E.KT  22442.040  \n",
       "41  53842.491  CO2 emissions (kt)   EN.ATM.CO2E.KT  23340.455  \n",
       "40  56739.844  CO2 emissions (kt)   EN.ATM.CO2E.KT  22460.375  \n",
       "39  58834.226  CO2 emissions (kt)   EN.ATM.CO2E.KT  22273.358  \n",
       "38  60578.725  CO2 emissions (kt)   EN.ATM.CO2E.KT  24121.526  \n",
       "37  60095.341  CO2 emissions (kt)   EN.ATM.CO2E.KT  24103.191  \n",
       "36  60744.530  CO2 emissions (kt)   EN.ATM.CO2E.KT  23670.485  \n",
       "35  57027.024  CO2 emissions (kt)   EN.ATM.CO2E.KT  20450.859  \n",
       "34  53958.176  CO2 emissions (kt)   EN.ATM.CO2E.KT  20692.881  \n",
       "33  53619.781  CO2 emissions (kt)   EN.ATM.CO2E.KT  19512.107  \n",
       "32  57184.193  CO2 emissions (kt)   EN.ATM.CO2E.KT  21847.986  \n",
       "31  62286.656  CO2 emissions (kt)   EN.ATM.CO2E.KT  25782.677  \n",
       "30  60300.158  CO2 emissions (kt)   EN.ATM.CO2E.KT  25107.949  \n",
       "29  57774.678  CO2 emissions (kt)   EN.ATM.CO2E.KT  21840.652  \n",
       "28  43970.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  20630.000  \n",
       "27  42740.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  19750.000  \n",
       "26  43610.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  20690.000  \n",
       "25  44780.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  21540.000  \n",
       "24  47300.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  22360.000  \n",
       "23  52080.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  25400.000  \n",
       "22  55670.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  27740.000  \n",
       "21  56970.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  27950.000  \n",
       "20  57160.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  26640.000  \n",
       "19  61510.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  28840.000  \n",
       "18  62310.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  28430.000  \n",
       "17  60500.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  26360.000  \n",
       "16  62460.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  27550.000  \n",
       "15  62290.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  26940.000  \n",
       "14  66670.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  31300.000  \n",
       "13  67840.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  31350.000  \n",
       "12  67810.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  31080.000  \n",
       "11  71710.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  34110.000  \n",
       "10  76510.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  38560.000  \n",
       "9   80650.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  41680.000  \n",
       "8   84650.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  45570.000  \n",
       "7   88120.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  48580.000  \n",
       "6   88380.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  48370.000  \n",
       "5   89840.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  49520.000  \n",
       "4   93240.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  52810.000  \n",
       "3   94880.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  53820.000  \n",
       "2   98040.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  56530.000  \n",
       "1   96040.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  53990.000  \n",
       "0   96280.000  CO2 emissions (kt)   EN.ATM.CO2E.KT  54280.000  "
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Eliminando columnas repetitivas\n",
    "df_final.drop(['Country Name_y', 'Country ISO3_y'], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "5d16c80b",
   "metadata": {},
   "outputs": [
    {
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Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24121.526}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1981, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60095.341, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24103.191}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1982, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60744.53, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23670.485}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1983, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57027.024, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20450.859}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1984, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53958.176, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20692.881}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1985, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53619.781, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19512.107}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1986, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57184.193, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21847.986}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1987, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62286.656, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25782.677}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1988, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60300.158, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25107.949}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1989, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57774.678, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21840.652}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1990, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20630.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1991, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 42740.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19750.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1992, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43610.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20690.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1993, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 44780.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21540.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1994, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 47300.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1995, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 52080.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25400.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1996, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 55670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27740.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1997, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27950.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1998, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57160.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26640.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1999, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 61510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28840.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2000, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62310.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28430.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2001, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60500.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2002, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62460.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27550.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2003, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62290.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26940.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2004, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 66670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31300.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2005, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31350.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2006, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67810.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31080.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2007, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 71710.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 34110.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2008, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 76510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 38560.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2009, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 80650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 41680.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2010, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 84650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 45570.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2011, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88120.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48580.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2012, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88380.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48370.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2013, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 89840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 49520.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2014, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 93240.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 52810.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2015, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 94880.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53820.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2016, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 98040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 56530.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2017, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53990.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2018, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96280.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 54280.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Ahora, realizaremos los gráficos que nos interesan.\n",
    "import altair as alt\n",
    "alt.Chart(df_final).mark_rect()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "7570fb15",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      outputDiv = document.getElementById(\"altair-viz-2590b14002fe4ef39bbd6018433705bb\");\n",
       "    }\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.8.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
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       "\n",
       "    function loadScript(lib) {\n",
       "      return new Promise(function(resolve, reject) {\n",
       "        var s = document.createElement('script');\n",
       "        s.src = paths[lib];\n",
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       "        s.onload = () => resolve(paths[lib]);\n",
       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
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       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else if (typeof vegaEmbed === \"function\") {\n",
       "      displayChart(vegaEmbed);\n",
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       "      loadScript(\"vega\")\n",
       "        .then(() => loadScript(\"vega-lite\"))\n",
       "        .then(() => loadScript(\"vega-embed\"))\n",
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       "        .then(() => displayChart(vegaEmbed));\n",
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\"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 17784.95}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1971, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 49525.361, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 18613.692}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1972, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 51650.415, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 18173.652}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", 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\"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21965.33}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1976, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 58643.862, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22442.04}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1977, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53842.491, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23340.455}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1978, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56739.844, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22460.375}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1979, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 58834.226, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22273.358}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1980, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60578.725, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24121.526}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1981, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60095.341, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24103.191}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1982, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60744.53, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23670.485}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1983, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57027.024, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20450.859}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1984, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53958.176, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20692.881}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1985, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53619.781, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19512.107}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1986, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57184.193, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21847.986}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1987, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62286.656, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25782.677}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1988, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60300.158, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25107.949}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1989, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57774.678, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21840.652}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1990, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20630.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1991, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 42740.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19750.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1992, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43610.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20690.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1993, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 44780.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21540.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1994, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 47300.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1995, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 52080.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25400.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1996, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 55670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27740.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1997, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27950.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1998, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57160.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26640.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1999, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 61510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28840.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2000, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62310.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28430.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2001, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60500.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2002, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62460.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27550.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2003, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62290.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26940.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2004, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 66670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31300.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2005, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31350.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2006, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67810.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31080.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2007, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 71710.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 34110.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2008, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 76510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 38560.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2009, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 80650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 41680.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2010, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 84650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 45570.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2011, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88120.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48580.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2012, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88380.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48370.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2013, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 89840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 49520.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2014, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 93240.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 52810.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2015, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 94880.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53820.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2016, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 98040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 56530.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2017, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53990.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2018, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96280.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 54280.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alt.Chart(df_final).mark_line().encode(\n",
    "    x = \"Year\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "2e7fc57f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ThemeRegistry.enable('mi_tema')"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Definimos un tema para las fuentes\n",
    "def tema_graf():\n",
    "    font = \"Arial\"\n",
    "    labelFont = \"Arial Narrow\"\n",
    "    sourceFont = \"Arial Narrow\"\n",
    "    \n",
    "    return {\n",
    "        \"config\" : {\n",
    "             \"title\": {'font': font, \n",
    "                       'fontSize': 15,\n",
    "                       'fontWeight': 300,\n",
    "                       'offset':0,\n",
    "                       'anchor':'left'},\n",
    "             \"axis\": {\n",
    "                  \"labelFont\": font,\n",
    "                  \"titleFont\": font,\n",
    "                  \"domainColor\": \"gray\"\n",
    "             },\n",
    "             \"header\": {\n",
    "                  \"labelFont\": font,\n",
    "                  \"titleFont\": font\n",
    "             },\n",
    "             \"legend\": {\n",
    "                  \"labelFont\": labelFont,\n",
    "                  \"titleFont\": labelFont,\n",
    "                  \"symbolType\": 'line',\n",
    "                  \"padding\": 1\n",
    "                  \n",
    "             }\n",
    "             ,\n",
    "             'background': '#ffffff'             \n",
    "        }\n",
    "    }\n",
    "\n",
    "alt.themes.register('mi_tema', tema_graf)\n",
    "alt.themes.enable('mi_tema')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "aa66f7f1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id=\"altair-viz-5f6da3ed9f0e4f3682bc23e3cde6e164\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-5f6da3ed9f0e4f3682bc23e3cde6e164\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-5f6da3ed9f0e4f3682bc23e3cde6e164\");\n",
       "    }\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.8.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
       "    };\n",
       "\n",
       "    function loadScript(lib) {\n",
       "      return new Promise(function(resolve, reject) {\n",
       "        var s = document.createElement('script');\n",
       "        s.src = paths[lib];\n",
       "        s.async = true;\n",
       "        s.onload = () => resolve(paths[lib]);\n",
       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else if (typeof vegaEmbed === \"function\") {\n",
       "      displayChart(vegaEmbed);\n",
       "    } else {\n",
       "      loadScript(\"vega\")\n",
       "        .then(() => loadScript(\"vega-lite\"))\n",
       "        .then(() => loadScript(\"vega-embed\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"config\": {\"title\": {\"font\": \"Arial\", \"fontSize\": 15, \"fontWeight\": 300, \"offset\": 0, \"anchor\": \"left\"}, \"axis\": {\"labelFont\": \"Arial\", \"titleFont\": \"Arial\", \"domainColor\": \"gray\"}, \"header\": {\"labelFont\": \"Arial\", \"titleFont\": \"Arial\"}, \"legend\": {\"labelFont\": \"Arial Narrow\", \"titleFont\": \"Arial Narrow\", \"symbolType\": \"line\", \"padding\": 1}, \"background\": \"#ffffff\"}, \"data\": {\"name\": \"data-b12d35ec4ba3472928e535e988f5cb5b\"}, \"mark\": \"line\", \"encoding\": {\"x\": {\"type\": \"ordinal\", \"axis\": {\"title\": \"A\\u00f1o\"}, \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"title\": \"kiloton de CO2 (equivalente)\"}, \"field\": \"Value_x\"}}, \"title\": {\"text\": [\"Emisiones de gases de efecto invernadero en el Per\\u00fa (1970-2018)\"], \"subtitle\": [\"Fuente: World Bank\", \"Categor\\u00eda: Cambio clim\\u00e1tico\"], \"color\": \"Black\", \"subtitleColor\": \"Gray\"}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.8.1.json\", \"datasets\": {\"data-b12d35ec4ba3472928e535e988f5cb5b\": [{\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1970, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 55258.28, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 17784.95}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1971, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 49525.361, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 18613.692}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1972, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 51650.415, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 18173.652}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1973, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 49969.699, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19757.796}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1974, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53198.078, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21360.275}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1975, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 54949.664, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21965.33}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1976, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 58643.862, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22442.04}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1977, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53842.491, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23340.455}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1978, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56739.844, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22460.375}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1979, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 58834.226, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22273.358}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1980, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60578.725, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24121.526}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1981, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60095.341, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24103.191}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1982, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60744.53, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23670.485}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1983, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57027.024, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20450.859}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1984, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53958.176, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20692.881}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1985, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53619.781, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19512.107}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1986, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57184.193, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21847.986}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1987, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62286.656, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25782.677}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1988, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60300.158, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25107.949}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1989, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57774.678, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21840.652}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1990, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20630.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1991, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 42740.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19750.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1992, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43610.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20690.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1993, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 44780.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21540.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1994, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 47300.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1995, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 52080.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25400.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1996, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 55670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27740.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1997, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27950.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1998, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57160.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26640.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1999, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 61510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28840.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2000, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62310.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28430.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2001, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60500.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2002, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62460.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27550.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2003, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62290.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26940.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2004, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 66670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31300.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2005, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31350.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2006, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67810.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31080.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2007, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 71710.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 34110.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2008, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 76510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 38560.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2009, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 80650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 41680.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2010, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 84650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 45570.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2011, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88120.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48580.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2012, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88380.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48370.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2013, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 89840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 49520.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2014, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 93240.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 52810.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2015, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 94880.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53820.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2016, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 98040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 56530.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2017, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53990.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2018, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96280.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 54280.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Realizamos un gráfico de línea para ver la evolución de los gases de efecto invernadero en el Perú. \n",
    "alt.Chart(df_final).mark_line().encode(\n",
    "    alt.X('Year:O', axis=alt.Axis(title='Año')),\n",
    "    alt.Y('Value_x:Q', axis=alt.Axis(title='kiloton de CO2 (equivalente)')),\n",
    "     ).properties(\n",
    "    title={\n",
    "      \"text\": [\"Emisiones de gases de efecto invernadero en el Perú (1970-2018)\"], \n",
    "      \"subtitle\": [\"Fuente: World Bank\", \"Categoría: Cambio climático\"],\n",
    "      \"color\": \"Black\",\n",
    "      \"subtitleColor\": \"Gray\"\n",
    "    })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "993a618a",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "  })({\"config\": {\"title\": {\"font\": \"Arial\", \"fontSize\": 15, \"fontWeight\": 300, \"offset\": 0, \"anchor\": \"left\"}, \"axis\": {\"labelFont\": \"Arial\", \"titleFont\": \"Arial\", \"domainColor\": \"gray\"}, \"header\": {\"labelFont\": \"Arial\", \"titleFont\": \"Arial\"}, \"legend\": {\"labelFont\": \"Arial Narrow\", \"titleFont\": \"Arial Narrow\", \"symbolType\": \"line\", \"padding\": 1}, \"background\": \"#ffffff\"}, \"data\": {\"name\": \"data-b12d35ec4ba3472928e535e988f5cb5b\"}, \"mark\": {\"type\": \"area\", \"color\": \"green\", \"line\": {\"color\": \"darkgreen\"}, \"opacity\": 0.5}, \"encoding\": {\"x\": {\"type\": \"ordinal\", \"axis\": {\"title\": \"A\\u00f1o\"}, \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"title\": \"CO2 (kt)\"}, \"field\": \"Value_y\"}}, \"title\": {\"text\": [\"Emisiones de CO2 en el Per\\u00fa (1970-2018)\"], \"subtitle\": [\"Fuente: World Bank\", \"Categor\\u00eda: Cambio clim\\u00e1tico\"], \"color\": 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ISO3_x\": \"PER\", \"Year\": 1977, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53842.491, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23340.455}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1978, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56739.844, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22460.375}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1979, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 58834.226, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22273.358}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1980, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60578.725, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24121.526}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1981, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60095.341, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24103.191}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1982, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60744.53, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23670.485}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1983, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57027.024, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20450.859}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1984, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53958.176, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20692.881}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1985, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53619.781, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19512.107}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1986, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57184.193, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21847.986}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1987, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62286.656, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25782.677}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1988, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60300.158, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25107.949}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1989, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57774.678, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21840.652}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1990, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20630.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1991, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 42740.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19750.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1992, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43610.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20690.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1993, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 44780.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21540.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1994, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 47300.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1995, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 52080.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25400.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1996, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 55670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27740.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1997, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27950.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1998, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57160.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26640.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1999, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 61510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28840.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2000, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62310.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28430.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2001, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60500.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26360.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2002, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62460.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27550.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2003, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62290.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26940.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2004, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 66670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31300.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2005, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31350.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2006, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67810.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31080.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2007, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 71710.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 34110.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2008, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 76510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 38560.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2009, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 80650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 41680.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2010, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 84650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 45570.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2011, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88120.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48580.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2012, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88380.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48370.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2013, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 89840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 49520.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2014, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 93240.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 52810.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2015, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 94880.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53820.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2016, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 98040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 56530.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2017, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53990.0}, {\"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2018, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96280.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 54280.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Realizamos un gráfico de línea para ver la evolución de la emisión de CO2 en el Perú. \n",
    "alt.Chart(df_final).mark_area(color = 'green', \n",
    "                           opacity = 0.5, \n",
    "                           line = {'color':'darkgreen'}).encode(\n",
    "    alt.X('Year:O', axis=alt.Axis(title='Año')),\n",
    "    alt.Y('Value_y:Q', axis=alt.Axis(title='CO2 (kt)')),\n",
    "     ).properties(\n",
    "    title={\n",
    "      \"text\": [\"Emisiones de CO2 en el Perú (1970-2018)\"], \n",
    "      \"subtitle\": [\"Fuente: World Bank\", \"Categoría: Cambio climático\"],\n",
    "      \"color\": \"Black\",\n",
    "      \"subtitleColor\": \"Gray\"\n",
    "    })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "099744fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
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\"Value_x\": 49525.361, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 18613.692}, {\"index\": 46, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1972, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 51650.415, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 18173.652}, {\"index\": 45, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1973, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 49969.699, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", 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of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 58643.862, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22442.04}, {\"index\": 41, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1977, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53842.491, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23340.455}, {\"index\": 40, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1978, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56739.844, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22460.375}, {\"index\": 39, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1979, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 58834.226, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22273.358}, {\"index\": 38, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1980, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60578.725, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24121.526}, {\"index\": 37, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1981, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60095.341, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 24103.191}, {\"index\": 36, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1982, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60744.53, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 23670.485}, {\"index\": 35, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1983, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57027.024, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20450.859}, {\"index\": 34, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1984, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53958.176, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20692.881}, {\"index\": 33, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1985, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 53619.781, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19512.107}, {\"index\": 32, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1986, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57184.193, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21847.986}, {\"index\": 31, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1987, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62286.656, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25782.677}, {\"index\": 30, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1988, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60300.158, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25107.949}, {\"index\": 29, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1989, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57774.678, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21840.652}, {\"index\": 28, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1990, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20630.0}, {\"index\": 27, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1991, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 42740.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 19750.0}, {\"index\": 26, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1992, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 43610.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 20690.0}, {\"index\": 25, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1993, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 44780.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 21540.0}, {\"index\": 24, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1994, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 47300.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 22360.0}, {\"index\": 23, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1995, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 52080.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 25400.0}, {\"index\": 22, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1996, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 55670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27740.0}, {\"index\": 21, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1997, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 56970.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27950.0}, {\"index\": 20, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1998, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 57160.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26640.0}, {\"index\": 19, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 1999, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 61510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28840.0}, {\"index\": 18, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2000, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62310.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 28430.0}, {\"index\": 17, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2001, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 60500.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26360.0}, {\"index\": 16, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2002, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62460.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 27550.0}, {\"index\": 15, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2003, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 62290.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 26940.0}, {\"index\": 14, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2004, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 66670.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31300.0}, {\"index\": 13, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2005, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31350.0}, {\"index\": 12, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2006, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 67810.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 31080.0}, {\"index\": 11, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2007, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 71710.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 34110.0}, {\"index\": 10, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2008, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 76510.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 38560.0}, {\"index\": 9, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2009, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 80650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 41680.0}, {\"index\": 8, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2010, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 84650.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 45570.0}, {\"index\": 7, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2011, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88120.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48580.0}, {\"index\": 6, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2012, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 88380.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 48370.0}, {\"index\": 5, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2013, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 89840.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 49520.0}, {\"index\": 4, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2014, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 93240.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 52810.0}, {\"index\": 3, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2015, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 94880.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53820.0}, {\"index\": 2, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2016, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 98040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 56530.0}, {\"index\": 1, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2017, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96040.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 53990.0}, {\"index\": 0, \"Country Name_x\": \"Peru\", \"Country ISO3_x\": \"PER\", \"Year\": 2018, \"Indicator Name_x\": \"Total greenhouse gas emissions (kt of CO2 equivalent)\", \"Indicator Code_x\": \"EN.ATM.GHGT.KT.CE\", \"Value_x\": 96280.0, \"Country Name_y\": \"Peru\", \"Country ISO3_y\": \"PER\", \"Indicator Name_y\": \"CO2 emissions (kt)\", \"Indicator Code_y\": \"EN.ATM.CO2E.KT\", \"Value_y\": 54280.0}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Intento de un gráfico múltiple\n",
    "base = alt.Chart(df_final.reset_index()).encode(x='Year:O')\n",
    "\n",
    "alt.layer(\n",
    "    base.mark_line(color='green').encode(y='Value_x:Q'),\n",
    "    base.mark_line(color='purple').encode(y='Value_y:Q'),     \n",
    "    ).properties(\n",
    "    title={\n",
    "      \"text\": [\"Emisiones de gases de efecto invernadero y CO2 en el Perú (1970-2018)\"], \n",
    "      \"subtitle\": [\"Fuente: World Bank\", \"Categoría: Cambio climático\", \"Verde:emisiones de gases de efecto invernadero\",\"Morado: emisiones de CO2\"],\n",
    "      \"color\": \"Black\",\n",
    "      \"subtitleColor\": \"Gray\"\n",
    "    })\n"
   ]
  }
 ],
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