project.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "alberta = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Alberta')\n",
    "alberta_coal = alberta[1]\n",
    "alberta_natural_gas = alberta[2]\n",
    "alberta_dual_fuel = alberta[3]\n",
    "alberta_biomass = alberta[4]\n",
    "alberta_hydro = alberta[5]\n",
    "alberta_wind = alberta[6]\n",
    "alberta_solar = alberta[7]\n",
    "alberta_battery = alberta[8]\n",
    "\n",
    "alberta_coal['Type']='Coal'\n",
    "alberta_natural_gas['Type']='Natural Gas'\n",
    "alberta_dual_fuel['Type']='Dual Fuel'\n",
    "alberta_biomass['Type']='Biomass'\n",
    "alberta_hydro['Type']='Hydroelectric'\n",
    "alberta_wind['Type']='Wind'\n",
    "alberta_solar['Type']='Solar'\n",
    "alberta_battery['Type']='Battery'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "bc = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_British_Columbia')\n",
    "bc_hydro = bc[1]\n",
    "bc_hydro2 = bc[2]\n",
    "bc_hydro3 = bc[3]\n",
    "bc_biomass = bc[4]\n",
    "bc_solar = bc[5]\n",
    "bc_wind = bc[6]\n",
    "bc_natural_gas = bc[7]\n",
    "bc_offgrid = bc[8]\n",
    "\n",
    "bc_natural_gas['Type']='Natural Gas'\n",
    "bc_biomass['Type']='Biomass'\n",
    "bc_hydro['Type']='Hydroelectric'\n",
    "bc_hydro2['Type']='Hydroelectric'\n",
    "bc_hydro3['Type']='Hydroelectric'\n",
    "bc_wind['Type']='Wind'\n",
    "bc_solar['Type']='Solar'\n",
    "bc_offgrid['Type']='Offgrid'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "manitoba = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Manitoba')\n",
    "manitoba_hydro = manitoba[0]\n",
    "manitoba_wind = manitoba[1]\n",
    "manitoba_fossil_fuel = manitoba[2]\n",
    "manitoba_offgrid = manitoba[3]\n",
    "\n",
    "manitoba_wind['Type']='Wind'\n",
    "manitoba_hydro['Type']='Hydroelectric'\n",
    "manitoba_fossil_fuel['Type']='Fossil Fuel'\n",
    "manitoba_offgrid['Type']='Offgrid'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "nb = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_New_Brunswick')\n",
    "nb_fossil_fuel = nb[0]\n",
    "nb_nuclear = nb[1]\n",
    "nb_hydro = nb[2]\n",
    "nb_other = nb[3]\n",
    "\n",
    "nb_fossil_fuel['Type']='Fossil Fuel'\n",
    "nb_nuclear['Type']='Nuclear'\n",
    "nb_hydro['Type']='Hydroelectric'\n",
    "nb_other['Type']='Other'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "nfl = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Newfoundland_and_Labrador')\n",
    "nfl_hydro= nfl[1]\n",
    "nfl_wind = nfl[2]\n",
    "nfl_other = nfl[3]\n",
    "\n",
    "nfl_wind['Type']='Wind'\n",
    "nfl_hydro['Type']='Hydroelectric'\n",
    "nfl_other['Type']='Other'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "nwt = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_the_Northwest_Territories')\n",
    "nwt_hydro = nwt[0]\n",
    "nwt_fossil_fuel = nwt[1]\n",
    "\n",
    "nwt_hydro['Type']='Hydroelectric'\n",
    "nwt_fossil_fuel['Type']='Fossil Fuel'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "ns = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Nova_Scotia')\n",
    "ns_fossil_fuel = ns[1]\n",
    "ns_biomass = ns[2]\n",
    "ns_hydro = ns[3]\n",
    "ns_wind= ns[4]\n",
    "\n",
    "ns_biomass['Type']='Biomass'\n",
    "ns_hydro['Type']='Hydroelectric'\n",
    "ns_wind['Type']='Wind'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "nunavut = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Nunavut')\n",
    "nunavut_diesel = nunavut[0]\n",
    "\n",
    "nunavut_diesel['Type']='Diesel'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Ontario')\n",
    "ontario_nuclear = ontario[1]\n",
    "ontario_fossil_fuel = ontario[2]\n",
    "ontario_biomass = ontario[3]\n",
    "ontario_hydro = ontario[4]\n",
    "ontario_wind = ontario[5]\n",
    "ontario_photovoltaic = ontario[6]\n",
    "\n",
    "ontario_nuclear['Type']='Nuclear'\n",
    "ontario_fossil_fuel['Type']='Fossil Fuel'\n",
    "ontario_biomass['Type']='Biomass'\n",
    "ontario_hydro['Type']='Hydroelectric'\n",
    "ontario_wind['Type']='Wind'\n",
    "ontario_photovoltaic['Type']='Solar'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "pei = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Prince_Edward_Island')\n",
    "pei_wind = pei[0]\n",
    "pei_fossil_fuel = pei[1]\n",
    "\n",
    "pei_wind['Type']='Wind'\n",
    "pei_fossil_fuel['Type']='Fossil Fuel'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "quebec = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Quebec')\n",
    "quebec_hydro = quebec[1]\n",
    "quebec_hydro2 = quebec[2]\n",
    "quebec_hydro3 = quebec[3]\n",
    "quebec_wind = quebec[4]\n",
    "quebec_biomass = quebec[5]\n",
    "quebec_nuclear = quebec[6]\n",
    "quebec_fossil_fuel = quebec[7]\n",
    "quebec_offgrid = quebec[8]\n",
    "\n",
    "\n",
    "\n",
    "quebec_hydro['Type']='Hydroelectric'\n",
    "quebec_hydro2['Type']='Hydroelectric'\n",
    "quebec_hydro3['Type']='Hydroelectric'\n",
    "quebec_wind['Type']='Wind'\n",
    "quebec_biomass['Type']='Biomass'\n",
    "quebec_nuclear['Type']='Nuclear'\n",
    "quebec_fossil_fuel['Type']='Fossil Fuel'\n",
    "quebec_offgrid['Type']='Offgrid'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "saskatchewan = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Saskatchewan')\n",
    "saskatchewan_combined = saskatchewan[0]\n",
    "saskatchewan_combined2 = saskatchewan[1]\n",
    "\n",
    "saskatchewan_combined['Type']='Combined'\n",
    "saskatchewan_combined2['Type']='Combined'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# saskatchewan_combined = saskatchewan_combined.rename(columns={'Fuel': 'Type'})\n",
    "# saskatchewan_combined2 = saskatchewan_combined2.rename(columns={'Fuel': 'Type'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "yukon = pd.read_html('https://en.wikipedia.org/wiki/List_of_generating_stations_in_Yukon')\n",
    "yukon_hydro = yukon[0]\n",
    "yukon_wind = yukon[1]\n",
    "\n",
    "yukon_hydro['Type']='Hydroelectric'\n",
    "yukon_wind['Type']='Wind'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Ref</th>\n",
       "      <th>Type</th>\n",
       "      <th>Power Capacity (MW)</th>\n",
       "      <th>Energy Capacity (MWh)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Genesee Generating Station 1&amp;2</td>\n",
       "      <td>53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W</td>\n",
       "      <td>820</td>\n",
       "      <td>1989–1994</td>\n",
       "      <td>Capital Power</td>\n",
       "      <td>[2]</td>\n",
       "      <td>Coal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Genesee Generating Station 3</td>\n",
       "      <td>53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W</td>\n",
       "      <td>466</td>\n",
       "      <td>2005</td>\n",
       "      <td>Capital Power, TransAlta</td>\n",
       "      <td>[3][3][4]</td>\n",
       "      <td>Coal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Keephills Generating Station 1&amp;2</td>\n",
       "      <td>Duffield</td>\n",
       "      <td>766</td>\n",
       "      <td>1983–1984</td>\n",
       "      <td>TransAlta</td>\n",
       "      <td>[3]</td>\n",
       "      <td>Coal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Keephills Generating Station 3</td>\n",
       "      <td>Duffield</td>\n",
       "      <td>450</td>\n",
       "      <td>2011</td>\n",
       "      <td>Capital Power, TransAlta</td>\n",
       "      <td>[3]</td>\n",
       "      <td>Coal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Sheerness Generating Station</td>\n",
       "      <td>Hanna</td>\n",
       "      <td>780</td>\n",
       "      <td>1986–1990</td>\n",
       "      <td>Heartland Generation, TransAlta</td>\n",
       "      <td>[3][5]</td>\n",
       "      <td>Coal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Strathmore Solar</td>\n",
       "      <td>Strathmore</td>\n",
       "      <td>40.5</td>\n",
       "      <td>2021</td>\n",
       "      <td>Solar Krafte</td>\n",
       "      <td>[108]</td>\n",
       "      <td>Solar</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Travers Solar</td>\n",
       "      <td>Vulcan County</td>\n",
       "      <td>400</td>\n",
       "      <td>2021</td>\n",
       "      <td>Greengate Power</td>\n",
       "      <td>[109]</td>\n",
       "      <td>Solar</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Vauxhall Solar</td>\n",
       "      <td>Taber</td>\n",
       "      <td>150</td>\n",
       "      <td>2022</td>\n",
       "      <td>Solar Krafte</td>\n",
       "      <td>[110]</td>\n",
       "      <td>Solar</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Vulcan Solar</td>\n",
       "      <td>Vulcan County</td>\n",
       "      <td>77</td>\n",
       "      <td>2023</td>\n",
       "      <td>EDF Renewable Energy</td>\n",
       "      <td>[111]</td>\n",
       "      <td>Solar</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>WindCharger</td>\n",
       "      <td>Pincher Creek</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2020</td>\n",
       "      <td>TransAlta</td>\n",
       "      <td>[112]</td>\n",
       "      <td>Battery</td>\n",
       "      <td>10.0</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>149 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Name  \\\n",
       "0     Genesee Generating Station 1&2   \n",
       "1       Genesee Generating Station 3   \n",
       "2   Keephills Generating Station 1&2   \n",
       "3     Keephills Generating Station 3   \n",
       "4       Sheerness Generating Station   \n",
       "..                               ...   \n",
       "15                  Strathmore Solar   \n",
       "16                     Travers Solar   \n",
       "17                    Vauxhall Solar   \n",
       "18                      Vulcan Solar   \n",
       "0                        WindCharger   \n",
       "\n",
       "                                             Location Capacity (MW)  \\\n",
       "0   53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W           820   \n",
       "1   53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W           466   \n",
       "2                                            Duffield           766   \n",
       "3                                            Duffield           450   \n",
       "4                                               Hanna           780   \n",
       "..                                                ...           ...   \n",
       "15                                         Strathmore          40.5   \n",
       "16                                      Vulcan County           400   \n",
       "17                                              Taber           150   \n",
       "18                                      Vulcan County            77   \n",
       "0                                       Pincher Creek           NaN   \n",
       "\n",
       "         Date                            Owner        Ref     Type  \\\n",
       "0   1989–1994                    Capital Power        [2]     Coal   \n",
       "1        2005         Capital Power, TransAlta  [3][3][4]     Coal   \n",
       "2   1983–1984                        TransAlta        [3]     Coal   \n",
       "3        2011         Capital Power, TransAlta        [3]     Coal   \n",
       "4   1986–1990  Heartland Generation, TransAlta     [3][5]     Coal   \n",
       "..        ...                              ...        ...      ...   \n",
       "15       2021                     Solar Krafte      [108]    Solar   \n",
       "16       2021                  Greengate Power      [109]    Solar   \n",
       "17       2022                     Solar Krafte      [110]    Solar   \n",
       "18       2023             EDF Renewable Energy      [111]    Solar   \n",
       "0        2020                        TransAlta      [112]  Battery   \n",
       "\n",
       "    Power Capacity (MW)  Energy Capacity (MWh)  \n",
       "0                   NaN                    NaN  \n",
       "1                   NaN                    NaN  \n",
       "2                   NaN                    NaN  \n",
       "3                   NaN                    NaN  \n",
       "4                   NaN                    NaN  \n",
       "..                  ...                    ...  \n",
       "15                  NaN                    NaN  \n",
       "16                  NaN                    NaN  \n",
       "17                  NaN                    NaN  \n",
       "18                  NaN                    NaN  \n",
       "0                  10.0                   20.0  \n",
       "\n",
       "[149 rows x 9 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alberta_df = alberta_coal.append(alberta_natural_gas).append(alberta_dual_fuel).append(alberta_biomass).append(alberta_hydro).append(alberta_wind).append(alberta_solar).append(alberta_battery)\n",
    "alberta_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Ref</th>\n",
       "      <th>Type</th>\n",
       "      <th>Owners</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Fuel</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Aberfeldie Dam</td>\n",
       "      <td>49°29′56″N 115°21′2″W﻿ / ﻿49.49889°N 115.35056°W</td>\n",
       "      <td>25.0</td>\n",
       "      <td>1953</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Alouette Lake</td>\n",
       "      <td>49°17′10″N 122°29′14″W﻿ / ﻿49.28611°N 122.48722°W</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1928</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ash River</td>\n",
       "      <td>49°22′30″N 125°9′12″W﻿ / ﻿49.37500°N 125.15333°W</td>\n",
       "      <td>28.0</td>\n",
       "      <td>1959</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bridge River</td>\n",
       "      <td>50°43′54″N 122°14′33″W﻿ / ﻿50.73167°N 122.24250°W</td>\n",
       "      <td>478.0</td>\n",
       "      <td>1948</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cheakamus</td>\n",
       "      <td>49°56′4″N 123°17′21″W﻿ / ﻿49.93444°N 123.28917°W</td>\n",
       "      <td>158.0</td>\n",
       "      <td>1957</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Takla</td>\n",
       "      <td>55°29′00″N 125°58′25″W﻿ / ﻿55.48333°N 125.97361°W</td>\n",
       "      <td>0.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BC Hydro</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Telegraph Creek</td>\n",
       "      <td>57°54′14″N 131°10′18″W﻿ / ﻿57.90389°N 131.17167°W</td>\n",
       "      <td>1.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BC Hydro</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Tsay Keh Dene</td>\n",
       "      <td>56°46′37″N 124°56′32″W﻿ / ﻿56.77694°N 124.94222°W</td>\n",
       "      <td>1.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BC Hydro</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Toad River</td>\n",
       "      <td>58°50′44″N 125°13′22″W﻿ / ﻿58.84556°N 125.22278°W</td>\n",
       "      <td>0.6</td>\n",
       "      <td>2009</td>\n",
       "      <td>[1][118]</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BC Hydro</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Total of Operating Stations (MW)</td>\n",
       "      <td>Total of Operating Stations (MW)</td>\n",
       "      <td>92.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>210 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Name  \\\n",
       "0                     Aberfeldie Dam   \n",
       "1                      Alouette Lake   \n",
       "2                          Ash River   \n",
       "3                       Bridge River   \n",
       "4                          Cheakamus   \n",
       "..                               ...   \n",
       "20                             Takla   \n",
       "21                   Telegraph Creek   \n",
       "22                     Tsay Keh Dene   \n",
       "23                        Toad River   \n",
       "24  Total of Operating Stations (MW)   \n",
       "\n",
       "                                             Location  Capacity (MW)  Date  \\\n",
       "0    49°29′56″N 115°21′2″W﻿ / ﻿49.49889°N 115.35056°W           25.0  1953   \n",
       "1   49°17′10″N 122°29′14″W﻿ / ﻿49.28611°N 122.48722°W            9.0  1928   \n",
       "2    49°22′30″N 125°9′12″W﻿ / ﻿49.37500°N 125.15333°W           28.0  1959   \n",
       "3   50°43′54″N 122°14′33″W﻿ / ﻿50.73167°N 122.24250°W          478.0  1948   \n",
       "4    49°56′4″N 123°17′21″W﻿ / ﻿49.93444°N 123.28917°W          158.0  1957   \n",
       "..                                                ...            ...   ...   \n",
       "20  55°29′00″N 125°58′25″W﻿ / ﻿55.48333°N 125.97361°W            0.7   NaN   \n",
       "21  57°54′14″N 131°10′18″W﻿ / ﻿57.90389°N 131.17167°W            1.8   NaN   \n",
       "22  56°46′37″N 124°56′32″W﻿ / ﻿56.77694°N 124.94222°W            1.1   NaN   \n",
       "23  58°50′44″N 125°13′22″W﻿ / ﻿58.84556°N 125.22278°W            0.6  2009   \n",
       "24                   Total of Operating Stations (MW)           92.6   NaN   \n",
       "\n",
       "         Ref           Type Owners     Owner Fuel  \n",
       "0        [1]  Hydroelectric    NaN       NaN  NaN  \n",
       "1        [1]  Hydroelectric    NaN       NaN  NaN  \n",
       "2        [1]  Hydroelectric    NaN       NaN  NaN  \n",
       "3        [1]  Hydroelectric    NaN       NaN  NaN  \n",
       "4        [1]  Hydroelectric    NaN       NaN  NaN  \n",
       "..       ...            ...    ...       ...  ...  \n",
       "20       [1]        Offgrid    NaN  BC Hydro  NaN  \n",
       "21       [1]        Offgrid    NaN  BC Hydro  NaN  \n",
       "22       [1]        Offgrid    NaN  BC Hydro  NaN  \n",
       "23  [1][118]        Offgrid    NaN  BC Hydro  NaN  \n",
       "24       NaN        Offgrid    NaN       NaN  NaN  \n",
       "\n",
       "[210 rows x 9 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bc_df = bc_hydro.append(bc_hydro2).append(bc_hydro3).append(bc_biomass).append(bc_solar).append(bc_wind).append(bc_natural_gas).append(bc_offgrid)\n",
    "bc_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>River</th>\n",
       "      <th>Type</th>\n",
       "      <th>Date</th>\n",
       "      <th>Units</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Ref</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Grand Rapids Generating Station</td>\n",
       "      <td>53°9′29″N 99°17′33″W﻿ / ﻿53.15806°N 99.29250°W</td>\n",
       "      <td>Saskatchewan River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1965</td>\n",
       "      <td>4.0</td>\n",
       "      <td>479</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Great Falls Dam</td>\n",
       "      <td>50°27′47″N 96°0′11″W﻿ / ﻿50.46306°N 96.00306°W</td>\n",
       "      <td>Winnipeg River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1922</td>\n",
       "      <td>6.0</td>\n",
       "      <td>129</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Jenpeg Generating Station</td>\n",
       "      <td>54°32′36″N 98°1′36″W﻿ / ﻿54.54333°N 98.02667°W</td>\n",
       "      <td>Nelson River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1979</td>\n",
       "      <td>6.0</td>\n",
       "      <td>122</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Kelsey Generating Station</td>\n",
       "      <td>56°2′21″N 96°31′54″W﻿ / ﻿56.03917°N 96.53167°W</td>\n",
       "      <td>Nelson River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1957</td>\n",
       "      <td>7.0</td>\n",
       "      <td>287</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Kettle Generating Station</td>\n",
       "      <td>56°23′3″N 94°37′54″W﻿ / ﻿56.38417°N 94.63167°W</td>\n",
       "      <td>Nelson River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1970</td>\n",
       "      <td>12.0</td>\n",
       "      <td>1220</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Laurie River 1 Generating Station</td>\n",
       "      <td>Laurie River</td>\n",
       "      <td>Laurie River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1952</td>\n",
       "      <td>3.0</td>\n",
       "      <td>10</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Laurie River 2 Generating Station</td>\n",
       "      <td>Laurie River</td>\n",
       "      <td>Laurie River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1958</td>\n",
       "      <td>3.0</td>\n",
       "      <td>10</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Limestone Generating Station</td>\n",
       "      <td>56°30′25″N 94°6′25″W﻿ / ﻿56.50694°N 94.10694°W</td>\n",
       "      <td>Nelson River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1990</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1350</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Long Spruce Generating Station</td>\n",
       "      <td>56°24′1″N 94°22′10″W﻿ / ﻿56.40028°N 94.36944°W</td>\n",
       "      <td>Nelson River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1977</td>\n",
       "      <td>10.0</td>\n",
       "      <td>980</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>McArthur Falls Generating Station</td>\n",
       "      <td>50°23′51″N 95°59′31″W﻿ / ﻿50.39750°N 95.99194°W</td>\n",
       "      <td>Winnipeg River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1954</td>\n",
       "      <td>8.0</td>\n",
       "      <td>56</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Pine Falls Generating Station</td>\n",
       "      <td>50°34′5″N 96°10′37″W﻿ / ﻿50.56806°N 96.17694°W</td>\n",
       "      <td>Winnipeg River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1952</td>\n",
       "      <td>6.0</td>\n",
       "      <td>87</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Pointe du Bois Hydroelectric Dam</td>\n",
       "      <td>50°18′2″N 95°32′39″W﻿ / ﻿50.30056°N 95.54417°W</td>\n",
       "      <td>Winnipeg River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1911</td>\n",
       "      <td>16.0</td>\n",
       "      <td>75</td>\n",
       "      <td>Manitoba Hydro (Winnipeg Hydro)</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Seven Sisters Generating Station</td>\n",
       "      <td>50°7′13″N 96°0′44″W﻿ / ﻿50.12028°N 96.01222°W</td>\n",
       "      <td>Winnipeg River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1931</td>\n",
       "      <td>6.0</td>\n",
       "      <td>165</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Slave Falls Generating Station</td>\n",
       "      <td>50°13′21″N 95°34′6″W﻿ / ﻿50.22250°N 95.56833°W</td>\n",
       "      <td>Winnipeg River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1931</td>\n",
       "      <td>8.0</td>\n",
       "      <td>68</td>\n",
       "      <td>Manitoba Hydro (Winnipeg Hydro)</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Wuskwatim Generating Station</td>\n",
       "      <td>55°32′16″N 98°29′46″W﻿ / ﻿55.5378596°N 98.4960...</td>\n",
       "      <td>Burntwood River</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>2012</td>\n",
       "      <td>3.0</td>\n",
       "      <td>211</td>\n",
       "      <td>Wuskwatim Power Limited Partnership (Nisichawa...</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>St. Leon Wind Farm</td>\n",
       "      <td>St. Leon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Wind</td>\n",
       "      <td>2005</td>\n",
       "      <td>NaN</td>\n",
       "      <td>99</td>\n",
       "      <td>Algonquin Power</td>\n",
       "      <td>[3]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>St. Joseph Wind Farm</td>\n",
       "      <td>Montcalm</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Wind</td>\n",
       "      <td>2011</td>\n",
       "      <td>NaN</td>\n",
       "      <td>138</td>\n",
       "      <td>Pattern Energy</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Brandon Generating Station</td>\n",
       "      <td>49°50′44″N 99°53′16″W﻿ / ﻿49.84556°N 99.88778°W</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>1958–2002</td>\n",
       "      <td>3.0</td>\n",
       "      <td>327</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Selkirk Generating Station</td>\n",
       "      <td>50°8′32″N 96°53′3″W﻿ / ﻿50.14222°N 96.88417°W</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>1958</td>\n",
       "      <td>2.0</td>\n",
       "      <td>125</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Brochet</td>\n",
       "      <td>Brochet</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Lac Brochet</td>\n",
       "      <td>Lac Brochet</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Shamattawa</td>\n",
       "      <td>Shamattawa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Tadoule Lake</td>\n",
       "      <td>Tadoule Lake</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 Name  \\\n",
       "0     Grand Rapids Generating Station   \n",
       "1                     Great Falls Dam   \n",
       "2           Jenpeg Generating Station   \n",
       "3           Kelsey Generating Station   \n",
       "4           Kettle Generating Station   \n",
       "5   Laurie River 1 Generating Station   \n",
       "6   Laurie River 2 Generating Station   \n",
       "7        Limestone Generating Station   \n",
       "8      Long Spruce Generating Station   \n",
       "9   McArthur Falls Generating Station   \n",
       "10      Pine Falls Generating Station   \n",
       "11   Pointe du Bois Hydroelectric Dam   \n",
       "12   Seven Sisters Generating Station   \n",
       "13     Slave Falls Generating Station   \n",
       "14       Wuskwatim Generating Station   \n",
       "0                  St. Leon Wind Farm   \n",
       "1                St. Joseph Wind Farm   \n",
       "0          Brandon Generating Station   \n",
       "1          Selkirk Generating Station   \n",
       "0                             Brochet   \n",
       "1                         Lac Brochet   \n",
       "2                          Shamattawa   \n",
       "3                        Tadoule Lake   \n",
       "\n",
       "                                             Location               River  \\\n",
       "0      53°9′29″N 99°17′33″W﻿ / ﻿53.15806°N 99.29250°W  Saskatchewan River   \n",
       "1      50°27′47″N 96°0′11″W﻿ / ﻿50.46306°N 96.00306°W      Winnipeg River   \n",
       "2      54°32′36″N 98°1′36″W﻿ / ﻿54.54333°N 98.02667°W        Nelson River   \n",
       "3      56°2′21″N 96°31′54″W﻿ / ﻿56.03917°N 96.53167°W        Nelson River   \n",
       "4      56°23′3″N 94°37′54″W﻿ / ﻿56.38417°N 94.63167°W        Nelson River   \n",
       "5                                        Laurie River        Laurie River   \n",
       "6                                        Laurie River        Laurie River   \n",
       "7      56°30′25″N 94°6′25″W﻿ / ﻿56.50694°N 94.10694°W        Nelson River   \n",
       "8      56°24′1″N 94°22′10″W﻿ / ﻿56.40028°N 94.36944°W        Nelson River   \n",
       "9     50°23′51″N 95°59′31″W﻿ / ﻿50.39750°N 95.99194°W      Winnipeg River   \n",
       "10     50°34′5″N 96°10′37″W﻿ / ﻿50.56806°N 96.17694°W      Winnipeg River   \n",
       "11     50°18′2″N 95°32′39″W﻿ / ﻿50.30056°N 95.54417°W      Winnipeg River   \n",
       "12      50°7′13″N 96°0′44″W﻿ / ﻿50.12028°N 96.01222°W      Winnipeg River   \n",
       "13     50°13′21″N 95°34′6″W﻿ / ﻿50.22250°N 95.56833°W      Winnipeg River   \n",
       "14  55°32′16″N 98°29′46″W﻿ / ﻿55.5378596°N 98.4960...     Burntwood River   \n",
       "0                                            St. Leon                 NaN   \n",
       "1                                            Montcalm                 NaN   \n",
       "0     49°50′44″N 99°53′16″W﻿ / ﻿49.84556°N 99.88778°W                 NaN   \n",
       "1       50°8′32″N 96°53′3″W﻿ / ﻿50.14222°N 96.88417°W                 NaN   \n",
       "0                                             Brochet                 NaN   \n",
       "1                                         Lac Brochet                 NaN   \n",
       "2                                          Shamattawa                 NaN   \n",
       "3                                        Tadoule Lake                 NaN   \n",
       "\n",
       "             Type       Date  Units  Capacity (MW)  \\\n",
       "0   Hydroelectric       1965    4.0            479   \n",
       "1   Hydroelectric       1922    6.0            129   \n",
       "2   Hydroelectric       1979    6.0            122   \n",
       "3   Hydroelectric       1957    7.0            287   \n",
       "4   Hydroelectric       1970   12.0           1220   \n",
       "5   Hydroelectric       1952    3.0             10   \n",
       "6   Hydroelectric       1958    3.0             10   \n",
       "7   Hydroelectric       1990   10.0           1350   \n",
       "8   Hydroelectric       1977   10.0            980   \n",
       "9   Hydroelectric       1954    8.0             56   \n",
       "10  Hydroelectric       1952    6.0             87   \n",
       "11  Hydroelectric       1911   16.0             75   \n",
       "12  Hydroelectric       1931    6.0            165   \n",
       "13  Hydroelectric       1931    8.0             68   \n",
       "14  Hydroelectric       2012    3.0            211   \n",
       "0            Wind       2005    NaN             99   \n",
       "1            Wind       2011    NaN            138   \n",
       "0     Fossil Fuel  1958–2002    3.0            327   \n",
       "1     Fossil Fuel       1958    2.0            125   \n",
       "0         Offgrid        NaN    NaN              3   \n",
       "1         Offgrid        NaN    NaN              2   \n",
       "2         Offgrid        NaN    NaN              3   \n",
       "3         Offgrid        NaN    NaN              2   \n",
       "\n",
       "                                                Owner  Ref  \n",
       "0                                      Manitoba Hydro  [1]  \n",
       "1                                      Manitoba Hydro  [1]  \n",
       "2                                      Manitoba Hydro  [1]  \n",
       "3                                      Manitoba Hydro  [1]  \n",
       "4                                      Manitoba Hydro  [1]  \n",
       "5                                      Manitoba Hydro  [1]  \n",
       "6                                      Manitoba Hydro  [1]  \n",
       "7                                      Manitoba Hydro  [1]  \n",
       "8                                      Manitoba Hydro  [1]  \n",
       "9                                      Manitoba Hydro  [1]  \n",
       "10                                     Manitoba Hydro  [1]  \n",
       "11                    Manitoba Hydro (Winnipeg Hydro)  [1]  \n",
       "12                                     Manitoba Hydro  [1]  \n",
       "13                    Manitoba Hydro (Winnipeg Hydro)  [1]  \n",
       "14  Wuskwatim Power Limited Partnership (Nisichawa...  [1]  \n",
       "0                                     Algonquin Power  [3]  \n",
       "1                                      Pattern Energy  [4]  \n",
       "0                                      Manitoba Hydro  [1]  \n",
       "1                                      Manitoba Hydro  [1]  \n",
       "0                                      Manitoba Hydro  [1]  \n",
       "1                                      Manitoba Hydro  [1]  \n",
       "2                                      Manitoba Hydro  [1]  \n",
       "3                                      Manitoba Hydro  [1]  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "manitoba_df = manitoba_hydro.append(manitoba_wind).append(manitoba_fossil_fuel).append(manitoba_offgrid)\n",
    "manitoba_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Type</th>\n",
       "      <th>Ref</th>\n",
       "      <th>River</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bayside Power</td>\n",
       "      <td>Saint John</td>\n",
       "      <td>290.0</td>\n",
       "      <td>1999</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1][2][3]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Belledune Generating Station</td>\n",
       "      <td>Belledune</td>\n",
       "      <td>467.0</td>\n",
       "      <td>1993</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[4]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Coleson Cove Generating Station</td>\n",
       "      <td>Saint John</td>\n",
       "      <td>972.0</td>\n",
       "      <td>1976</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[4]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Grand Manan Generating Station</td>\n",
       "      <td>Grand Manan</td>\n",
       "      <td>29.0</td>\n",
       "      <td>1989</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[4]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Millbank Generating Station</td>\n",
       "      <td>Millbank</td>\n",
       "      <td>397.0</td>\n",
       "      <td>1991</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[4]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Sainte-Rose Generating Station</td>\n",
       "      <td>Sainte-Rose</td>\n",
       "      <td>99.0</td>\n",
       "      <td>1991</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[4]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Grandview Cogeneration Plant</td>\n",
       "      <td>Saint John</td>\n",
       "      <td>88.0</td>\n",
       "      <td>2004</td>\n",
       "      <td>TransCanada</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[5]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Point Lepreau Nuclear Generating Station</td>\n",
       "      <td>45°04′10″N 66°27′20″W﻿ / ﻿45.06944°N 66.45556°W</td>\n",
       "      <td>660.0</td>\n",
       "      <td>1983</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Nuclear</td>\n",
       "      <td>[4]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Beechwood Generating Station</td>\n",
       "      <td>46°32′32″N 67°40′09″W﻿ / ﻿46.542253°N 67.669276°W</td>\n",
       "      <td>112.0</td>\n",
       "      <td>1962</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Saint John River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Grand Falls Generating Station</td>\n",
       "      <td>47°03′00″N 67°44′33″W﻿ / ﻿47.0500811°N 67.7425...</td>\n",
       "      <td>66.0</td>\n",
       "      <td>1931</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Saint John River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Hargrove Dam</td>\n",
       "      <td>46°31′02″N 67°35′45″W﻿ / ﻿46.517212°N 67.595713°W</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1962</td>\n",
       "      <td>Hargrove Hydro</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[citation needed]</td>\n",
       "      <td>Monquart River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Mactaquac Generating Station</td>\n",
       "      <td>45°57′18″N 66°52′03″W﻿ / ﻿45.954969°N 66.867514°W</td>\n",
       "      <td>668.0</td>\n",
       "      <td>1965-1968</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Saint John River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Madawaska Hydro-Dam Fraser Plant</td>\n",
       "      <td>Edmundston</td>\n",
       "      <td>5.3</td>\n",
       "      <td>1917</td>\n",
       "      <td>Edmundston Energy</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[6][7]</td>\n",
       "      <td>Madawaska River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Milltown Generating Station</td>\n",
       "      <td>45°10′32″N 67°17′34″W﻿ / ﻿45.175426°N 67.292895°W</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1900s</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4][8]</td>\n",
       "      <td>St. Croix River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Nepisiguit Falls Generating Station</td>\n",
       "      <td>47°24′17″N 65°47′36″W﻿ / ﻿47.4047977°N 65.7932...</td>\n",
       "      <td>11.0</td>\n",
       "      <td>1921-1929</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4][8]</td>\n",
       "      <td>Nepisiguit River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Second Falls Dam</td>\n",
       "      <td>Edmundston</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1911</td>\n",
       "      <td>Edmundston Energy</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[7]</td>\n",
       "      <td>Green River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Sisson Generating Station</td>\n",
       "      <td>47°16′03″N 67°14′49″W﻿ / ﻿47.267621°N 67.246891°W</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1928-1969</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4][8]</td>\n",
       "      <td>Tobique River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>St. George Dam</td>\n",
       "      <td>45°07′41″N 66°49′44″W﻿ / ﻿45.128158°N 66.828844°W</td>\n",
       "      <td>15.0</td>\n",
       "      <td>1900s</td>\n",
       "      <td>St. George Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[9][10]</td>\n",
       "      <td>Magaguadavic River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Tinker Dam</td>\n",
       "      <td>46°48′35″N 67°46′00″W﻿ / ﻿46.8098266°N 67.7665...</td>\n",
       "      <td>34.5</td>\n",
       "      <td>1923</td>\n",
       "      <td>Algonquin Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[11][12]</td>\n",
       "      <td>Aroostook River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Tobique Narrows Generating Station</td>\n",
       "      <td>46°46′49″N 67°41′42″W﻿ / ﻿46.780339°N 67.695089°W</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1951-1953</td>\n",
       "      <td>NB Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Tobique River</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Caribou Wind Park</td>\n",
       "      <td>70 km west of Bathurst</td>\n",
       "      <td>99.0</td>\n",
       "      <td>2009</td>\n",
       "      <td>Suez Renewable Energy</td>\n",
       "      <td>Other</td>\n",
       "      <td>[4][13]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Edmundston Pulp Mill</td>\n",
       "      <td>Edmundston</td>\n",
       "      <td>38.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fraser Papers</td>\n",
       "      <td>Other</td>\n",
       "      <td>[14]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Lamèque Wind Power Project</td>\n",
       "      <td>Lamèque Island</td>\n",
       "      <td>45.0</td>\n",
       "      <td>2011</td>\n",
       "      <td>ACCIONA Energy</td>\n",
       "      <td>Other</td>\n",
       "      <td>[15]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Kent Hills Wind Farm</td>\n",
       "      <td>Riverside-Albert</td>\n",
       "      <td>150.0</td>\n",
       "      <td>2008, 2010</td>\n",
       "      <td>TransAlta</td>\n",
       "      <td>Other</td>\n",
       "      <td>[16]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        Name  \\\n",
       "0                              Bayside Power   \n",
       "1               Belledune Generating Station   \n",
       "2            Coleson Cove Generating Station   \n",
       "3             Grand Manan Generating Station   \n",
       "4                Millbank Generating Station   \n",
       "5             Sainte-Rose Generating Station   \n",
       "6               Grandview Cogeneration Plant   \n",
       "0   Point Lepreau Nuclear Generating Station   \n",
       "0               Beechwood Generating Station   \n",
       "1             Grand Falls Generating Station   \n",
       "2                               Hargrove Dam   \n",
       "3               Mactaquac Generating Station   \n",
       "4           Madawaska Hydro-Dam Fraser Plant   \n",
       "5                Milltown Generating Station   \n",
       "6        Nepisiguit Falls Generating Station   \n",
       "7                           Second Falls Dam   \n",
       "8                  Sisson Generating Station   \n",
       "9                             St. George Dam   \n",
       "10                                Tinker Dam   \n",
       "11        Tobique Narrows Generating Station   \n",
       "0                          Caribou Wind Park   \n",
       "1                       Edmundston Pulp Mill   \n",
       "2                 Lamèque Wind Power Project   \n",
       "3                       Kent Hills Wind Farm   \n",
       "\n",
       "                                             Location  Capacity (MW)  \\\n",
       "0                                          Saint John          290.0   \n",
       "1                                           Belledune          467.0   \n",
       "2                                          Saint John          972.0   \n",
       "3                                         Grand Manan           29.0   \n",
       "4                                            Millbank          397.0   \n",
       "5                                         Sainte-Rose           99.0   \n",
       "6                                          Saint John           88.0   \n",
       "0     45°04′10″N 66°27′20″W﻿ / ﻿45.06944°N 66.45556°W          660.0   \n",
       "0   46°32′32″N 67°40′09″W﻿ / ﻿46.542253°N 67.669276°W          112.0   \n",
       "1   47°03′00″N 67°44′33″W﻿ / ﻿47.0500811°N 67.7425...           66.0   \n",
       "2   46°31′02″N 67°35′45″W﻿ / ﻿46.517212°N 67.595713°W            3.0   \n",
       "3   45°57′18″N 66°52′03″W﻿ / ﻿45.954969°N 66.867514°W          668.0   \n",
       "4                                          Edmundston            5.3   \n",
       "5   45°10′32″N 67°17′34″W﻿ / ﻿45.175426°N 67.292895°W            3.0   \n",
       "6   47°24′17″N 65°47′36″W﻿ / ﻿47.4047977°N 65.7932...           11.0   \n",
       "7                                          Edmundston            3.2   \n",
       "8   47°16′03″N 67°14′49″W﻿ / ﻿47.267621°N 67.246891°W            9.0   \n",
       "9   45°07′41″N 66°49′44″W﻿ / ﻿45.128158°N 66.828844°W           15.0   \n",
       "10  46°48′35″N 67°46′00″W﻿ / ﻿46.8098266°N 67.7665...           34.5   \n",
       "11  46°46′49″N 67°41′42″W﻿ / ﻿46.780339°N 67.695089°W           20.0   \n",
       "0                              70 km west of Bathurst           99.0   \n",
       "1                                          Edmundston           38.0   \n",
       "2                                      Lamèque Island           45.0   \n",
       "3                                    Riverside-Albert          150.0   \n",
       "\n",
       "          Date                  Owner           Type                Ref  \\\n",
       "0         1999               NB Power    Fossil Fuel          [1][2][3]   \n",
       "1         1993               NB Power    Fossil Fuel                [4]   \n",
       "2         1976               NB Power    Fossil Fuel                [4]   \n",
       "3         1989               NB Power    Fossil Fuel                [4]   \n",
       "4         1991               NB Power    Fossil Fuel                [4]   \n",
       "5         1991               NB Power    Fossil Fuel                [4]   \n",
       "6         2004            TransCanada    Fossil Fuel                [5]   \n",
       "0         1983               NB Power        Nuclear                [4]   \n",
       "0         1962               NB Power  Hydroelectric                [4]   \n",
       "1         1931               NB Power  Hydroelectric                [4]   \n",
       "2         1962         Hargrove Hydro  Hydroelectric  [citation needed]   \n",
       "3    1965-1968               NB Power  Hydroelectric                [4]   \n",
       "4         1917      Edmundston Energy  Hydroelectric             [6][7]   \n",
       "5        1900s               NB Power  Hydroelectric             [4][8]   \n",
       "6    1921-1929               NB Power  Hydroelectric             [4][8]   \n",
       "7         1911      Edmundston Energy  Hydroelectric                [7]   \n",
       "8    1928-1969               NB Power  Hydroelectric             [4][8]   \n",
       "9        1900s       St. George Power  Hydroelectric            [9][10]   \n",
       "10        1923        Algonquin Power  Hydroelectric           [11][12]   \n",
       "11   1951-1953               NB Power  Hydroelectric                [4]   \n",
       "0         2009  Suez Renewable Energy          Other            [4][13]   \n",
       "1          NaN          Fraser Papers          Other               [14]   \n",
       "2         2011         ACCIONA Energy          Other               [15]   \n",
       "3   2008, 2010              TransAlta          Other               [16]   \n",
       "\n",
       "                 River  \n",
       "0                  NaN  \n",
       "1                  NaN  \n",
       "2                  NaN  \n",
       "3                  NaN  \n",
       "4                  NaN  \n",
       "5                  NaN  \n",
       "6                  NaN  \n",
       "0                  NaN  \n",
       "0     Saint John River  \n",
       "1     Saint John River  \n",
       "2       Monquart River  \n",
       "3     Saint John River  \n",
       "4      Madawaska River  \n",
       "5      St. Croix River  \n",
       "6     Nepisiguit River  \n",
       "7          Green River  \n",
       "8        Tobique River  \n",
       "9   Magaguadavic River  \n",
       "10     Aroostook River  \n",
       "11       Tobique River  \n",
       "0                  NaN  \n",
       "1                  NaN  \n",
       "2                  NaN  \n",
       "3                  NaN  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nb_df = nb_fossil_fuel.append(nb_nuclear).append(nb_hydro).append(nb_other)\n",
    "nb_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Ref</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bay d'Espoir Hydroelectric Power Station</td>\n",
       "      <td>47°59′25″N 55°47′59″W﻿ / ﻿47.9901514°N 55.7996...</td>\n",
       "      <td>604.000</td>\n",
       "      <td>1967</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][2]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bishop's Falls</td>\n",
       "      <td>49°00′55.3″N 55°28′19.8″W﻿ / ﻿49.015361°N 55.4...</td>\n",
       "      <td>22.000</td>\n",
       "      <td>1916/2003</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][3]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Buchans Dam</td>\n",
       "      <td>Buchans</td>\n",
       "      <td>1.850</td>\n",
       "      <td>1988</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][3]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cape Broyle</td>\n",
       "      <td>47°05′45.3″N 52°56′13.9″W﻿ / ﻿47.095917°N 52.9...</td>\n",
       "      <td>6.280</td>\n",
       "      <td>1952</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cat Arm Hydroelectric Development</td>\n",
       "      <td>50°01′39″N 56°45′55″W﻿ / ﻿50.02750°N 56.76528°W</td>\n",
       "      <td>127.000</td>\n",
       "      <td>1985</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][4]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Churchill Falls Generating Station[note 1]</td>\n",
       "      <td>53°31′32″N 63°57′25″W﻿ / ﻿53.52556°N 63.95694°W</td>\n",
       "      <td>5428.000</td>\n",
       "      <td>1974</td>\n",
       "      <td>Churchill Falls (Labrador) Corporation</td>\n",
       "      <td>[1][5][6]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Deer Lake</td>\n",
       "      <td>49°10′11.7″N 57°26′10.5″W﻿ / ﻿49.169917°N 57.4...</td>\n",
       "      <td>129.000</td>\n",
       "      <td>1925</td>\n",
       "      <td>Kruger Energy</td>\n",
       "      <td>[1][7]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Fall Pond</td>\n",
       "      <td>Fall Pond</td>\n",
       "      <td>0.350</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[8]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Grand Falls Hydroelectric Generating Station</td>\n",
       "      <td>48°55′31.5″N 55°40′04.2″W﻿ / ﻿48.925417°N 55.6...</td>\n",
       "      <td>74.500</td>\n",
       "      <td>1937/2003</td>\n",
       "      <td>Newfoundland Power, Newfoundland and Labrador ...</td>\n",
       "      <td>[1][3][9]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Granite Canal Hydroelectric Generating Station</td>\n",
       "      <td>48°11′47.6″N 56°48′54.9″W﻿ / ﻿48.196556°N 56.8...</td>\n",
       "      <td>41.000</td>\n",
       "      <td>2003</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][10]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Hearts Content</td>\n",
       "      <td>47°51′46.1″N 53°22′32.6″W﻿ / ﻿47.862806°N 53.3...</td>\n",
       "      <td>2.700</td>\n",
       "      <td>1918</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Hinds Lake Hydroelectric Generating Station</td>\n",
       "      <td>49°04′56.9″N 57°12′04.9″W﻿ / ﻿49.082472°N 57.2...</td>\n",
       "      <td>75.000</td>\n",
       "      <td>1980</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][11]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Horsechops</td>\n",
       "      <td>47°07′55.2″N 52°58′53.7″W﻿ / ﻿47.132000°N 52.9...</td>\n",
       "      <td>8.130</td>\n",
       "      <td>1953</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Lawn</td>\n",
       "      <td>46°56′52.6″N 55°32′10.3″W﻿ / ﻿46.947944°N 55.5...</td>\n",
       "      <td>0.600</td>\n",
       "      <td>1983</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Little St. Lawrence</td>\n",
       "      <td>46°55′43.3″N 55°21′27.4″W﻿ / ﻿46.928694°N 55.3...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Lockston</td>\n",
       "      <td>48°24′03.4″N 53°22′43.3″W﻿ / ﻿48.400944°N 53.3...</td>\n",
       "      <td>3.000</td>\n",
       "      <td>1955–1961</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Lookout Brook</td>\n",
       "      <td>Lookout Brook</td>\n",
       "      <td>5.800</td>\n",
       "      <td>1958–1983</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Menihek Hydroelectric Generating Station[note 2]</td>\n",
       "      <td>54°28′16″N 66°36′45″W﻿ / ﻿54.47111°N 66.61250°W</td>\n",
       "      <td>17.000</td>\n",
       "      <td>1954</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][12]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Mobile</td>\n",
       "      <td>47°14′52.3″N 52°50′30.5″W﻿ / ﻿47.247861°N 52.8...</td>\n",
       "      <td>10.500</td>\n",
       "      <td>1951</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>New Chelsea</td>\n",
       "      <td>48°01′44.9″N 53°12′36.9″W﻿ / ﻿48.029139°N 53.2...</td>\n",
       "      <td>3.700</td>\n",
       "      <td>1957</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Norris Arm</td>\n",
       "      <td>49°04′03.1″N 55°17′53.6″W﻿ / ﻿49.067528°N 55.2...</td>\n",
       "      <td>1.140</td>\n",
       "      <td>1983</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Paradise River Hydroelectric Generating Station</td>\n",
       "      <td>47°37′05.2″N 54°25′53.7″W﻿ / ﻿47.618111°N 54.4...</td>\n",
       "      <td>8.000</td>\n",
       "      <td>1989</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][13]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Petty Harbour Generating Station</td>\n",
       "      <td>47°27′55.2″N 52°42′44.6″W﻿ / ﻿47.465333°N 52.7...</td>\n",
       "      <td>5.250</td>\n",
       "      <td>1908–1986</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Pierre's Brook</td>\n",
       "      <td>Pierre's Brook</td>\n",
       "      <td>4.300</td>\n",
       "      <td>1931</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Pitman's Pond</td>\n",
       "      <td>Pitman's Pond</td>\n",
       "      <td>0.625</td>\n",
       "      <td>1959</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Port Union</td>\n",
       "      <td>48°29′53.2″N 53°05′24.0″W﻿ / ﻿48.498111°N 53.0...</td>\n",
       "      <td>0.511</td>\n",
       "      <td>1918</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Rattle Brook</td>\n",
       "      <td>Jackson's Arm</td>\n",
       "      <td>4.000</td>\n",
       "      <td>1998</td>\n",
       "      <td>Algonquin Power</td>\n",
       "      <td>[1][14]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Rocky Pond</td>\n",
       "      <td>Rocky Pond</td>\n",
       "      <td>3.250</td>\n",
       "      <td>1943</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Roddickton Hydro Plant</td>\n",
       "      <td>Roddickton</td>\n",
       "      <td>0.400</td>\n",
       "      <td>1980</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][15]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Rose Blanche Brook</td>\n",
       "      <td>Rose Blanche</td>\n",
       "      <td>6.000</td>\n",
       "      <td>1998</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Sandy Brook</td>\n",
       "      <td>Sandy Brook</td>\n",
       "      <td>6.310</td>\n",
       "      <td>1963</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Seal Cove</td>\n",
       "      <td>47°27′26.6″N 53°04′03.9″W﻿ / ﻿47.457389°N 53.0...</td>\n",
       "      <td>3.580</td>\n",
       "      <td>1923–1927</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Snooks Arm and Venams Bight Generating Station</td>\n",
       "      <td>Baie Verte Peninsula</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1956</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][16]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Star Lake Hydroelectric Development</td>\n",
       "      <td>48°33′08.1″N 57°12′20.4″W﻿ / ﻿48.552250°N 57.2...</td>\n",
       "      <td>18.400</td>\n",
       "      <td>1998</td>\n",
       "      <td>Enel Green Power, Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][3][17][18]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Topsail</td>\n",
       "      <td>47°32′22.2″N 52°55′08.6″W﻿ / ﻿47.539500°N 52.9...</td>\n",
       "      <td>2.600</td>\n",
       "      <td>1983</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Tors Cove</td>\n",
       "      <td>47°12′38.1″N 52°50′54.3″W﻿ / ﻿47.210583°N 52.8...</td>\n",
       "      <td>6.500</td>\n",
       "      <td>1942–1951</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Twin Falls Hydroelectric Station[note 3]</td>\n",
       "      <td>53°29′41″N 64°32′24″W﻿ / ﻿53.49481°N 64.5400053°W</td>\n",
       "      <td>225.000</td>\n",
       "      <td>1963</td>\n",
       "      <td>Churchill Falls (Labrador) Corporation, Iron O...</td>\n",
       "      <td>[19]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Upper Salmon Hydroelectric Development</td>\n",
       "      <td>48°11′00.9″N 56°10′22.9″W﻿ / ﻿48.183583°N 56.1...</td>\n",
       "      <td>84.000</td>\n",
       "      <td>1983</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[1][20]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Victoria</td>\n",
       "      <td>47°46′30.4″N 53°12′55.7″W﻿ / ﻿47.775111°N 53.2...</td>\n",
       "      <td>0.550</td>\n",
       "      <td>November 7, 1904</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Watson's Brook</td>\n",
       "      <td>Corner Brook</td>\n",
       "      <td>9.300</td>\n",
       "      <td>1958</td>\n",
       "      <td>Kruger Energy</td>\n",
       "      <td>[7]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>West Brook</td>\n",
       "      <td>West Brook</td>\n",
       "      <td>0.680</td>\n",
       "      <td>1942</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Fermeuse Wind Project</td>\n",
       "      <td>Fermeuse</td>\n",
       "      <td>27.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SkyPower</td>\n",
       "      <td>[21]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Ramea Wind-Hydrogen-Diesel Energy Project</td>\n",
       "      <td>Ramea</td>\n",
       "      <td>0.300</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nalcor Energy</td>\n",
       "      <td>[22]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>St. Lawrence Wind Project</td>\n",
       "      <td>St. Lawrence</td>\n",
       "      <td>27.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NeWind Group Inc.</td>\n",
       "      <td>[23]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Corner Brook Biomass Cogen.</td>\n",
       "      <td>Corner Brook</td>\n",
       "      <td>15.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Kruger Energy</td>\n",
       "      <td>[24]</td>\n",
       "      <td>Other</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Holyrood Thermal Generating Station</td>\n",
       "      <td>47°27′10″N 53°05′43″W﻿ / ﻿47.45278°N 53.09528°W</td>\n",
       "      <td>490.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>[25]</td>\n",
       "      <td>Other</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Hardwoods Turbine Station</td>\n",
       "      <td>47°31′29.6″N 52°50′49.8″W﻿ / ﻿47.524889°N 52.8...</td>\n",
       "      <td>50.000</td>\n",
       "      <td>1976</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Other</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Stephenville Turbine Station</td>\n",
       "      <td>Stephenville</td>\n",
       "      <td>50.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Other</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                Name  \\\n",
       "0           Bay d'Espoir Hydroelectric Power Station   \n",
       "1                                     Bishop's Falls   \n",
       "2                                        Buchans Dam   \n",
       "3                                        Cape Broyle   \n",
       "4                  Cat Arm Hydroelectric Development   \n",
       "5         Churchill Falls Generating Station[note 1]   \n",
       "6                                          Deer Lake   \n",
       "7                                          Fall Pond   \n",
       "8       Grand Falls Hydroelectric Generating Station   \n",
       "9     Granite Canal Hydroelectric Generating Station   \n",
       "10                                    Hearts Content   \n",
       "11       Hinds Lake Hydroelectric Generating Station   \n",
       "12                                        Horsechops   \n",
       "13                                              Lawn   \n",
       "14                               Little St. Lawrence   \n",
       "15                                          Lockston   \n",
       "16                                     Lookout Brook   \n",
       "17  Menihek Hydroelectric Generating Station[note 2]   \n",
       "18                                            Mobile   \n",
       "19                                       New Chelsea   \n",
       "20                                        Norris Arm   \n",
       "21   Paradise River Hydroelectric Generating Station   \n",
       "22                  Petty Harbour Generating Station   \n",
       "23                                    Pierre's Brook   \n",
       "24                                     Pitman's Pond   \n",
       "25                                        Port Union   \n",
       "26                                      Rattle Brook   \n",
       "27                                        Rocky Pond   \n",
       "28                            Roddickton Hydro Plant   \n",
       "29                                Rose Blanche Brook   \n",
       "30                                       Sandy Brook   \n",
       "31                                         Seal Cove   \n",
       "32    Snooks Arm and Venams Bight Generating Station   \n",
       "33               Star Lake Hydroelectric Development   \n",
       "34                                           Topsail   \n",
       "35                                         Tors Cove   \n",
       "36          Twin Falls Hydroelectric Station[note 3]   \n",
       "37            Upper Salmon Hydroelectric Development   \n",
       "38                                          Victoria   \n",
       "39                                    Watson's Brook   \n",
       "40                                        West Brook   \n",
       "0                              Fermeuse Wind Project   \n",
       "1          Ramea Wind-Hydrogen-Diesel Energy Project   \n",
       "2                          St. Lawrence Wind Project   \n",
       "0                        Corner Brook Biomass Cogen.   \n",
       "1                Holyrood Thermal Generating Station   \n",
       "2                          Hardwoods Turbine Station   \n",
       "3                       Stephenville Turbine Station   \n",
       "\n",
       "                                             Location  Capacity (MW)  \\\n",
       "0   47°59′25″N 55°47′59″W﻿ / ﻿47.9901514°N 55.7996...        604.000   \n",
       "1   49°00′55.3″N 55°28′19.8″W﻿ / ﻿49.015361°N 55.4...         22.000   \n",
       "2                                             Buchans          1.850   \n",
       "3   47°05′45.3″N 52°56′13.9″W﻿ / ﻿47.095917°N 52.9...          6.280   \n",
       "4     50°01′39″N 56°45′55″W﻿ / ﻿50.02750°N 56.76528°W        127.000   \n",
       "5     53°31′32″N 63°57′25″W﻿ / ﻿53.52556°N 63.95694°W       5428.000   \n",
       "6   49°10′11.7″N 57°26′10.5″W﻿ / ﻿49.169917°N 57.4...        129.000   \n",
       "7                                           Fall Pond          0.350   \n",
       "8   48°55′31.5″N 55°40′04.2″W﻿ / ﻿48.925417°N 55.6...         74.500   \n",
       "9   48°11′47.6″N 56°48′54.9″W﻿ / ﻿48.196556°N 56.8...         41.000   \n",
       "10  47°51′46.1″N 53°22′32.6″W﻿ / ﻿47.862806°N 53.3...          2.700   \n",
       "11  49°04′56.9″N 57°12′04.9″W﻿ / ﻿49.082472°N 57.2...         75.000   \n",
       "12  47°07′55.2″N 52°58′53.7″W﻿ / ﻿47.132000°N 52.9...          8.130   \n",
       "13  46°56′52.6″N 55°32′10.3″W﻿ / ﻿46.947944°N 55.5...          0.600   \n",
       "14  46°55′43.3″N 55°21′27.4″W﻿ / ﻿46.928694°N 55.3...            NaN   \n",
       "15  48°24′03.4″N 53°22′43.3″W﻿ / ﻿48.400944°N 53.3...          3.000   \n",
       "16                                      Lookout Brook          5.800   \n",
       "17    54°28′16″N 66°36′45″W﻿ / ﻿54.47111°N 66.61250°W         17.000   \n",
       "18  47°14′52.3″N 52°50′30.5″W﻿ / ﻿47.247861°N 52.8...         10.500   \n",
       "19  48°01′44.9″N 53°12′36.9″W﻿ / ﻿48.029139°N 53.2...          3.700   \n",
       "20  49°04′03.1″N 55°17′53.6″W﻿ / ﻿49.067528°N 55.2...          1.140   \n",
       "21  47°37′05.2″N 54°25′53.7″W﻿ / ﻿47.618111°N 54.4...          8.000   \n",
       "22  47°27′55.2″N 52°42′44.6″W﻿ / ﻿47.465333°N 52.7...          5.250   \n",
       "23                                     Pierre's Brook          4.300   \n",
       "24                                      Pitman's Pond          0.625   \n",
       "25  48°29′53.2″N 53°05′24.0″W﻿ / ﻿48.498111°N 53.0...          0.511   \n",
       "26                                      Jackson's Arm          4.000   \n",
       "27                                         Rocky Pond          3.250   \n",
       "28                                         Roddickton          0.400   \n",
       "29                                       Rose Blanche          6.000   \n",
       "30                                        Sandy Brook          6.310   \n",
       "31  47°27′26.6″N 53°04′03.9″W﻿ / ﻿47.457389°N 53.0...          3.580   \n",
       "32                               Baie Verte Peninsula          1.000   \n",
       "33  48°33′08.1″N 57°12′20.4″W﻿ / ﻿48.552250°N 57.2...         18.400   \n",
       "34  47°32′22.2″N 52°55′08.6″W﻿ / ﻿47.539500°N 52.9...          2.600   \n",
       "35  47°12′38.1″N 52°50′54.3″W﻿ / ﻿47.210583°N 52.8...          6.500   \n",
       "36  53°29′41″N 64°32′24″W﻿ / ﻿53.49481°N 64.5400053°W        225.000   \n",
       "37  48°11′00.9″N 56°10′22.9″W﻿ / ﻿48.183583°N 56.1...         84.000   \n",
       "38  47°46′30.4″N 53°12′55.7″W﻿ / ﻿47.775111°N 53.2...          0.550   \n",
       "39                                       Corner Brook          9.300   \n",
       "40                                         West Brook          0.680   \n",
       "0                                            Fermeuse         27.000   \n",
       "1                                               Ramea          0.300   \n",
       "2                                        St. Lawrence         27.000   \n",
       "0                                        Corner Brook         15.000   \n",
       "1     47°27′10″N 53°05′43″W﻿ / ﻿47.45278°N 53.09528°W        490.000   \n",
       "2   47°31′29.6″N 52°50′49.8″W﻿ / ﻿47.524889°N 52.8...         50.000   \n",
       "3                                        Stephenville         50.000   \n",
       "\n",
       "                Date                                              Owner  \\\n",
       "0               1967                    Newfoundland and Labrador Hydro   \n",
       "1          1916/2003                    Newfoundland and Labrador Hydro   \n",
       "2               1988                    Newfoundland and Labrador Hydro   \n",
       "3               1952                                 Newfoundland Power   \n",
       "4               1985                    Newfoundland and Labrador Hydro   \n",
       "5               1974             Churchill Falls (Labrador) Corporation   \n",
       "6               1925                                      Kruger Energy   \n",
       "7                NaN                                 Newfoundland Power   \n",
       "8          1937/2003  Newfoundland Power, Newfoundland and Labrador ...   \n",
       "9               2003                    Newfoundland and Labrador Hydro   \n",
       "10              1918                                 Newfoundland Power   \n",
       "11              1980                    Newfoundland and Labrador Hydro   \n",
       "12              1953                                 Newfoundland Power   \n",
       "13              1983                                 Newfoundland Power   \n",
       "14               NaN                                 Newfoundland Power   \n",
       "15         1955–1961                                 Newfoundland Power   \n",
       "16         1958–1983                                 Newfoundland Power   \n",
       "17              1954                    Newfoundland and Labrador Hydro   \n",
       "18              1951                                 Newfoundland Power   \n",
       "19              1957                                 Newfoundland Power   \n",
       "20              1983                                 Newfoundland Power   \n",
       "21              1989                    Newfoundland and Labrador Hydro   \n",
       "22         1908–1986                    Newfoundland and Labrador Hydro   \n",
       "23              1931                                 Newfoundland Power   \n",
       "24              1959                                 Newfoundland Power   \n",
       "25              1918                                 Newfoundland Power   \n",
       "26              1998                                    Algonquin Power   \n",
       "27              1943                                 Newfoundland Power   \n",
       "28              1980                    Newfoundland and Labrador Hydro   \n",
       "29              1998                                 Newfoundland Power   \n",
       "30              1963                                 Newfoundland Power   \n",
       "31         1923–1927                                 Newfoundland Power   \n",
       "32              1956                    Newfoundland and Labrador Hydro   \n",
       "33              1998  Enel Green Power, Newfoundland and Labrador Hydro   \n",
       "34              1983                                 Newfoundland Power   \n",
       "35         1942–1951                                 Newfoundland Power   \n",
       "36              1963  Churchill Falls (Labrador) Corporation, Iron O...   \n",
       "37              1983                    Newfoundland and Labrador Hydro   \n",
       "38  November 7, 1904                                 Newfoundland Power   \n",
       "39              1958                                      Kruger Energy   \n",
       "40              1942                                 Newfoundland Power   \n",
       "0                NaN                                           SkyPower   \n",
       "1                NaN                                      Nalcor Energy   \n",
       "2                NaN                                  NeWind Group Inc.   \n",
       "0                NaN                                      Kruger Energy   \n",
       "1                NaN                    Newfoundland and Labrador Hydro   \n",
       "2               1976                    Newfoundland and Labrador Hydro   \n",
       "3                NaN                    Newfoundland and Labrador Hydro   \n",
       "\n",
       "               Ref           Type  \n",
       "0           [1][2]  Hydroelectric  \n",
       "1           [1][3]  Hydroelectric  \n",
       "2           [1][3]  Hydroelectric  \n",
       "3              [1]  Hydroelectric  \n",
       "4           [1][4]  Hydroelectric  \n",
       "5        [1][5][6]  Hydroelectric  \n",
       "6           [1][7]  Hydroelectric  \n",
       "7              [8]  Hydroelectric  \n",
       "8        [1][3][9]  Hydroelectric  \n",
       "9          [1][10]  Hydroelectric  \n",
       "10             [1]  Hydroelectric  \n",
       "11         [1][11]  Hydroelectric  \n",
       "12             [1]  Hydroelectric  \n",
       "13             [1]  Hydroelectric  \n",
       "14             NaN  Hydroelectric  \n",
       "15             [1]  Hydroelectric  \n",
       "16             [1]  Hydroelectric  \n",
       "17         [1][12]  Hydroelectric  \n",
       "18             [1]  Hydroelectric  \n",
       "19             [1]  Hydroelectric  \n",
       "20             [1]  Hydroelectric  \n",
       "21         [1][13]  Hydroelectric  \n",
       "22             [1]  Hydroelectric  \n",
       "23             [1]  Hydroelectric  \n",
       "24             [1]  Hydroelectric  \n",
       "25             [1]  Hydroelectric  \n",
       "26         [1][14]  Hydroelectric  \n",
       "27             [1]  Hydroelectric  \n",
       "28         [1][15]  Hydroelectric  \n",
       "29             [1]  Hydroelectric  \n",
       "30             [1]  Hydroelectric  \n",
       "31             [1]  Hydroelectric  \n",
       "32         [1][16]  Hydroelectric  \n",
       "33  [1][3][17][18]  Hydroelectric  \n",
       "34             [1]  Hydroelectric  \n",
       "35             [1]  Hydroelectric  \n",
       "36            [19]  Hydroelectric  \n",
       "37         [1][20]  Hydroelectric  \n",
       "38             [1]  Hydroelectric  \n",
       "39             [7]  Hydroelectric  \n",
       "40             [1]  Hydroelectric  \n",
       "0             [21]           Wind  \n",
       "1             [22]           Wind  \n",
       "2             [23]           Wind  \n",
       "0             [24]          Other  \n",
       "1             [25]          Other  \n",
       "2              NaN          Other  \n",
       "3              NaN          Other  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nfl_df = nfl_hydro.append(nfl_wind).append(nfl_other)\n",
    "nfl_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "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>Name</th>\n",
       "      <th>Date</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Location</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Type</th>\n",
       "      <th>Ref</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bluefish Hydro</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.500</td>\n",
       "      <td>Yellowknife</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Snare Cascades</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.300</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Snare Falls</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.500</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Snare Forks</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.150</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Snare Rapids</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.500</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Taltson Hydro</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.000</td>\n",
       "      <td>Fort Smith</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Aklavik</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.280</td>\n",
       "      <td>Aklavik</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Behchokö</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.350</td>\n",
       "      <td>Behchokö</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Buffalo Junction</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.100</td>\n",
       "      <td>Buffalo Junction</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Colville Lake</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.250</td>\n",
       "      <td>Colville Lake</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Deline</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.140</td>\n",
       "      <td>Deline</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Fort Good Hope</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.230</td>\n",
       "      <td>Fort Good Hope</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Fort Liard</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.320</td>\n",
       "      <td>Fort Liard</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Fort McPherson</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.825</td>\n",
       "      <td>Fort McPherson</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Fort Resolution</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.600</td>\n",
       "      <td>Fort Resolution</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Fort Simpson</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.210</td>\n",
       "      <td>Fort Simpson</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Fort Smith</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.000</td>\n",
       "      <td>Fort Smith</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Gameti</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.610</td>\n",
       "      <td>Gameti</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Inuvik (Gas)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.700</td>\n",
       "      <td>Inuvik (Gas)</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Inuvik (Diesel)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.060</td>\n",
       "      <td>Inuvik (Diesel)</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Jean Marie River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.230</td>\n",
       "      <td>Jean Marie River</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Lutsel K'e</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.820</td>\n",
       "      <td>Lutsel K'e</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Nahanni Butte</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.245</td>\n",
       "      <td>Nahanni Butte</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Norman Wells</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.120</td>\n",
       "      <td>Norman Wells</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Paulatuk</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.840</td>\n",
       "      <td>Paulatuk</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Sachs Harbour</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.795</td>\n",
       "      <td>Sachs Harbour</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Taltson Diesel</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.300</td>\n",
       "      <td>Fort Smith</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Tsiigehtchic</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500</td>\n",
       "      <td>Tsiigehtchic</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Tuktoyaktuk</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.505</td>\n",
       "      <td>Tuktoyaktuk</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Tulita</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.100</td>\n",
       "      <td>Tulita</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Ulukhaktok</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.160</td>\n",
       "      <td>Ulukhaktok</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Whati</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.975</td>\n",
       "      <td>Whati</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Wrigley</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.781</td>\n",
       "      <td>Wrigley</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Yellowknife (Jackfish Lake)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>27.660</td>\n",
       "      <td>Yellowknife</td>\n",
       "      <td>NTPC</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           Name  Date  Capacity (MW)          Location Owner  \\\n",
       "0                Bluefish Hydro   NaN          7.500       Yellowknife  NTPC   \n",
       "1                Snare Cascades   NaN          4.300       Snare River  NTPC   \n",
       "2                   Snare Falls   NaN          7.500       Snare River  NTPC   \n",
       "3                   Snare Forks   NaN          9.150       Snare River  NTPC   \n",
       "4                  Snare Rapids   NaN          8.500       Snare River  NTPC   \n",
       "5                 Taltson Hydro   NaN         18.000        Fort Smith  NTPC   \n",
       "0                       Aklavik   NaN          1.280           Aklavik  NTPC   \n",
       "1                      Behchokö   NaN          1.350          Behchokö  NTPC   \n",
       "2              Buffalo Junction   NaN          0.100  Buffalo Junction  NTPC   \n",
       "3                 Colville Lake   NaN          0.250     Colville Lake  NTPC   \n",
       "4                        Deline   NaN          1.140            Deline  NTPC   \n",
       "5                Fort Good Hope   NaN          1.230    Fort Good Hope  NTPC   \n",
       "6                    Fort Liard   NaN          1.320        Fort Liard  NTPC   \n",
       "7                Fort McPherson   NaN          1.825    Fort McPherson  NTPC   \n",
       "8               Fort Resolution   NaN          0.600   Fort Resolution  NTPC   \n",
       "9                  Fort Simpson   NaN          3.210      Fort Simpson  NTPC   \n",
       "10                   Fort Smith   NaN          6.000        Fort Smith  NTPC   \n",
       "11                       Gameti   NaN          0.610            Gameti  NTPC   \n",
       "12                 Inuvik (Gas)   NaN          7.700      Inuvik (Gas)  NTPC   \n",
       "13              Inuvik (Diesel)   NaN          6.060   Inuvik (Diesel)  NTPC   \n",
       "14             Jean Marie River   NaN          0.230  Jean Marie River  NTPC   \n",
       "15                   Lutsel K'e   NaN          0.820        Lutsel K'e  NTPC   \n",
       "16                Nahanni Butte   NaN          0.245     Nahanni Butte  NTPC   \n",
       "17                 Norman Wells   NaN          2.120      Norman Wells  NTPC   \n",
       "18                     Paulatuk   NaN          0.840          Paulatuk  NTPC   \n",
       "19                Sachs Harbour   NaN          0.795     Sachs Harbour  NTPC   \n",
       "20               Taltson Diesel   NaN          0.300        Fort Smith  NTPC   \n",
       "21                 Tsiigehtchic   NaN          0.500      Tsiigehtchic  NTPC   \n",
       "22                  Tuktoyaktuk   NaN          2.505       Tuktoyaktuk  NTPC   \n",
       "23                       Tulita   NaN          1.100            Tulita  NTPC   \n",
       "24                   Ulukhaktok   NaN          1.160        Ulukhaktok  NTPC   \n",
       "25                        Whati   NaN          0.975             Whati  NTPC   \n",
       "26                      Wrigley   NaN          0.781           Wrigley  NTPC   \n",
       "27  Yellowknife (Jackfish Lake)   NaN         27.660       Yellowknife  NTPC   \n",
       "\n",
       "             Type  Ref  \n",
       "0   Hydroelectric  [1]  \n",
       "1   Hydroelectric  [1]  \n",
       "2   Hydroelectric  [1]  \n",
       "3   Hydroelectric  [1]  \n",
       "4   Hydroelectric  [1]  \n",
       "5   Hydroelectric  [1]  \n",
       "0     Fossil Fuel  [1]  \n",
       "1     Fossil Fuel  [1]  \n",
       "2     Fossil Fuel  [1]  \n",
       "3     Fossil Fuel  [1]  \n",
       "4     Fossil Fuel  [1]  \n",
       "5     Fossil Fuel  [1]  \n",
       "6     Fossil Fuel  [1]  \n",
       "7     Fossil Fuel  [1]  \n",
       "8     Fossil Fuel  [1]  \n",
       "9     Fossil Fuel  [1]  \n",
       "10    Fossil Fuel  [1]  \n",
       "11    Fossil Fuel  [1]  \n",
       "12    Fossil Fuel  [1]  \n",
       "13    Fossil Fuel  [1]  \n",
       "14    Fossil Fuel  [1]  \n",
       "15    Fossil Fuel  [1]  \n",
       "16    Fossil Fuel  [1]  \n",
       "17    Fossil Fuel  [1]  \n",
       "18    Fossil Fuel  [1]  \n",
       "19    Fossil Fuel  [1]  \n",
       "20    Fossil Fuel  [1]  \n",
       "21    Fossil Fuel  [1]  \n",
       "22    Fossil Fuel  [1]  \n",
       "23    Fossil Fuel  [1]  \n",
       "24    Fossil Fuel  [1]  \n",
       "25    Fossil Fuel  [1]  \n",
       "26    Fossil Fuel  [1]  \n",
       "27    Fossil Fuel  [1]  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nwt_df = nwt_hydro.append(nwt_fossil_fuel)\n",
    "nwt_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Type</th>\n",
       "      <th>Ref</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Burnside Combustion Turbine</td>\n",
       "      <td>44°42′54″N 63°36′35″W﻿ / ﻿44.71500°N 63.60972°W</td>\n",
       "      <td>132.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Fuel oil</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Lingan Generating Station</td>\n",
       "      <td>46°14′12″N 60°2′14″W﻿ / ﻿46.23667°N 60.03722°W</td>\n",
       "      <td>600.00</td>\n",
       "      <td>(1979-1984)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Coal</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Point Aconi Generating Station</td>\n",
       "      <td>46°19′12″N 60°19′50″W﻿ / ﻿46.32000°N 60.33056°W</td>\n",
       "      <td>171.00</td>\n",
       "      <td>(1994)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Coal / Petroleum coke</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Point Tupper Generating Station</td>\n",
       "      <td>45°35′14″N 61°20′53″W﻿ / ﻿45.58722°N 61.34806°W</td>\n",
       "      <td>154.00</td>\n",
       "      <td>(1973)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Coal</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Trenton Generating Station</td>\n",
       "      <td>45°37′13″N 62°38′53″W﻿ / ﻿45.62028°N 62.64806°W</td>\n",
       "      <td>307.00</td>\n",
       "      <td>(1969)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Coal</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Tufts Cove Generating Station</td>\n",
       "      <td>44°40′35″N 63°35′46″W﻿ / ﻿44.67639°N 63.59611°W</td>\n",
       "      <td>415.00</td>\n",
       "      <td>(1965)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Fuel oil / Natural gas</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Tusket Combustion Turbine</td>\n",
       "      <td>43°51′38″N 65°59′35″W﻿ / ﻿43.86056°N 65.99306°W</td>\n",
       "      <td>24.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Fuel oil</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Victoria Junction Combustion Turbines</td>\n",
       "      <td>46°9′43″N 60°6′46″W﻿ / ﻿46.16194°N 60.11278°W</td>\n",
       "      <td>66.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Fuel oil</td>\n",
       "      <td>[1]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Brooklyn Energy Centre</td>\n",
       "      <td>Brooklyn</td>\n",
       "      <td>27.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Emera Energy</td>\n",
       "      <td>Biomass</td>\n",
       "      <td>[2]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Port Hawkesbury Biomass</td>\n",
       "      <td>Port Hawkesbury</td>\n",
       "      <td>63.10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Biomass</td>\n",
       "      <td>[3]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Annapolis</td>\n",
       "      <td>Annapolis</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Annapolis Royal Generating Station</td>\n",
       "      <td>44°45′07″N 65°30′40″W﻿ / ﻿44.75194°N 65.51111°W</td>\n",
       "      <td>20.00</td>\n",
       "      <td>(1984)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[5]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Avon</td>\n",
       "      <td>Avon</td>\n",
       "      <td>7.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bear River</td>\n",
       "      <td>Bear River</td>\n",
       "      <td>13.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Black River</td>\n",
       "      <td>Black River</td>\n",
       "      <td>23.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Dickie Brook</td>\n",
       "      <td>Dickie Brook</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Fall River</td>\n",
       "      <td>Fall River</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Lequille</td>\n",
       "      <td>Dugway Road</td>\n",
       "      <td>11.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Mersey</td>\n",
       "      <td>Mersey</td>\n",
       "      <td>43.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Nictaux</td>\n",
       "      <td>Nictaux</td>\n",
       "      <td>7.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Paradise</td>\n",
       "      <td>Paradise</td>\n",
       "      <td>5.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Roseway</td>\n",
       "      <td>Roseway</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Sheet Harbour</td>\n",
       "      <td>44°59′12″N 62°28′59″W﻿ / ﻿44.98656°N 62.48313°W</td>\n",
       "      <td>11.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Sissiboo</td>\n",
       "      <td>Sissiboo</td>\n",
       "      <td>24.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>St. Margaret's Bay Hydro</td>\n",
       "      <td>44°41′29″N 63°53′30″W﻿ / ﻿44.69145°N 63.8917°W</td>\n",
       "      <td>11.00</td>\n",
       "      <td>(1922)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Tusket</td>\n",
       "      <td>43°52′55″N 65°58′40″W﻿ / ﻿43.88204°N 65.97775°W</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[4]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Wreck Cove Hydroelectric System</td>\n",
       "      <td>46°31′53″N 60°26′25″W﻿ / ﻿46.531317°N 60.440333°W</td>\n",
       "      <td>215.00</td>\n",
       "      <td>(1978)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>[6]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Amherst I Wind Farm</td>\n",
       "      <td>Amherst</td>\n",
       "      <td>31.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sprott Power Corporation</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[7]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Dalhousie Mountain Wind Farm</td>\n",
       "      <td>Mount Thom</td>\n",
       "      <td>51.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RMS Energy</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[8]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Digby Neck Wind Project</td>\n",
       "      <td>Digby Neck</td>\n",
       "      <td>30.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sprott Power Corporation</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[9]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Lingan Power Project</td>\n",
       "      <td>Lingan</td>\n",
       "      <td>17.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Confederation Power</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[10]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Higgins Mountain Wind Project</td>\n",
       "      <td>Cobequid Mountains</td>\n",
       "      <td>3.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sprott Power Corporation</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[11]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Pubnico Point</td>\n",
       "      <td>Pubnico[12]</td>\n",
       "      <td>30.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NextEra</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[13]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Springhill Wind Project</td>\n",
       "      <td>Springhill</td>\n",
       "      <td>3.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sprott Power Corporation</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[14]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ellershouse</td>\n",
       "      <td>Hants County</td>\n",
       "      <td>23.15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alternative Resource Energy Authority</td>\n",
       "      <td>Wind</td>\n",
       "      <td>[15]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     Name  \\\n",
       "0             Burnside Combustion Turbine   \n",
       "1               Lingan Generating Station   \n",
       "2          Point Aconi Generating Station   \n",
       "3         Point Tupper Generating Station   \n",
       "4              Trenton Generating Station   \n",
       "5           Tufts Cove Generating Station   \n",
       "6               Tusket Combustion Turbine   \n",
       "7   Victoria Junction Combustion Turbines   \n",
       "0                  Brooklyn Energy Centre   \n",
       "1                 Port Hawkesbury Biomass   \n",
       "0                               Annapolis   \n",
       "1      Annapolis Royal Generating Station   \n",
       "2                                    Avon   \n",
       "3                              Bear River   \n",
       "4                             Black River   \n",
       "5                            Dickie Brook   \n",
       "6                              Fall River   \n",
       "7                                Lequille   \n",
       "8                                  Mersey   \n",
       "9                                 Nictaux   \n",
       "10                               Paradise   \n",
       "11                                Roseway   \n",
       "12                          Sheet Harbour   \n",
       "13                               Sissiboo   \n",
       "14               St. Margaret's Bay Hydro   \n",
       "15                                 Tusket   \n",
       "16        Wreck Cove Hydroelectric System   \n",
       "0                     Amherst I Wind Farm   \n",
       "1            Dalhousie Mountain Wind Farm   \n",
       "2                 Digby Neck Wind Project   \n",
       "3                    Lingan Power Project   \n",
       "4           Higgins Mountain Wind Project   \n",
       "5                           Pubnico Point   \n",
       "6                 Springhill Wind Project   \n",
       "7                             Ellershouse   \n",
       "\n",
       "                                             Location  Capacity (MW)  \\\n",
       "0     44°42′54″N 63°36′35″W﻿ / ﻿44.71500°N 63.60972°W         132.00   \n",
       "1      46°14′12″N 60°2′14″W﻿ / ﻿46.23667°N 60.03722°W         600.00   \n",
       "2     46°19′12″N 60°19′50″W﻿ / ﻿46.32000°N 60.33056°W         171.00   \n",
       "3     45°35′14″N 61°20′53″W﻿ / ﻿45.58722°N 61.34806°W         154.00   \n",
       "4     45°37′13″N 62°38′53″W﻿ / ﻿45.62028°N 62.64806°W         307.00   \n",
       "5     44°40′35″N 63°35′46″W﻿ / ﻿44.67639°N 63.59611°W         415.00   \n",
       "6     43°51′38″N 65°59′35″W﻿ / ﻿43.86056°N 65.99306°W          24.00   \n",
       "7       46°9′43″N 60°6′46″W﻿ / ﻿46.16194°N 60.11278°W          66.00   \n",
       "0                                            Brooklyn          27.00   \n",
       "1                                     Port Hawkesbury          63.10   \n",
       "0                                           Annapolis           4.00   \n",
       "1     44°45′07″N 65°30′40″W﻿ / ﻿44.75194°N 65.51111°W          20.00   \n",
       "2                                                Avon           7.00   \n",
       "3                                          Bear River          13.00   \n",
       "4                                         Black River          23.00   \n",
       "5                                        Dickie Brook           4.00   \n",
       "6                                          Fall River           1.00   \n",
       "7                                         Dugway Road          11.00   \n",
       "8                                              Mersey          43.00   \n",
       "9                                             Nictaux           7.00   \n",
       "10                                           Paradise           5.00   \n",
       "11                                            Roseway           2.00   \n",
       "12    44°59′12″N 62°28′59″W﻿ / ﻿44.98656°N 62.48313°W          11.00   \n",
       "13                                           Sissiboo          24.00   \n",
       "14     44°41′29″N 63°53′30″W﻿ / ﻿44.69145°N 63.8917°W          11.00   \n",
       "15    43°52′55″N 65°58′40″W﻿ / ﻿43.88204°N 65.97775°W           2.00   \n",
       "16  46°31′53″N 60°26′25″W﻿ / ﻿46.531317°N 60.440333°W         215.00   \n",
       "0                                             Amherst          31.50   \n",
       "1                                          Mount Thom          51.00   \n",
       "2                                          Digby Neck          30.00   \n",
       "3                                              Lingan          17.50   \n",
       "4                                  Cobequid Mountains           3.60   \n",
       "5                                         Pubnico[12]          30.60   \n",
       "6                                          Springhill           3.60   \n",
       "7                                        Hants County          23.15   \n",
       "\n",
       "           Date                                  Owner  \\\n",
       "0           NaN                      Nova Scotia Power   \n",
       "1   (1979-1984)                      Nova Scotia Power   \n",
       "2        (1994)                      Nova Scotia Power   \n",
       "3        (1973)                      Nova Scotia Power   \n",
       "4        (1969)                      Nova Scotia Power   \n",
       "5        (1965)                      Nova Scotia Power   \n",
       "6           NaN                      Nova Scotia Power   \n",
       "7           NaN                      Nova Scotia Power   \n",
       "0           NaN                           Emera Energy   \n",
       "1           NaN                      Nova Scotia Power   \n",
       "0           NaN                      Nova Scotia Power   \n",
       "1        (1984)                      Nova Scotia Power   \n",
       "2           NaN                      Nova Scotia Power   \n",
       "3           NaN                      Nova Scotia Power   \n",
       "4           NaN                      Nova Scotia Power   \n",
       "5           NaN                      Nova Scotia Power   \n",
       "6           NaN                      Nova Scotia Power   \n",
       "7           NaN                      Nova Scotia Power   \n",
       "8           NaN                      Nova Scotia Power   \n",
       "9           NaN                      Nova Scotia Power   \n",
       "10          NaN                      Nova Scotia Power   \n",
       "11          NaN                      Nova Scotia Power   \n",
       "12          NaN                      Nova Scotia Power   \n",
       "13          NaN                      Nova Scotia Power   \n",
       "14       (1922)                      Nova Scotia Power   \n",
       "15          NaN                      Nova Scotia Power   \n",
       "16       (1978)                      Nova Scotia Power   \n",
       "0           NaN               Sprott Power Corporation   \n",
       "1           NaN                             RMS Energy   \n",
       "2           NaN               Sprott Power Corporation   \n",
       "3           NaN                    Confederation Power   \n",
       "4           NaN               Sprott Power Corporation   \n",
       "5           NaN                                NextEra   \n",
       "6           NaN               Sprott Power Corporation   \n",
       "7           NaN  Alternative Resource Energy Authority   \n",
       "\n",
       "                      Type   Ref  \n",
       "0                 Fuel oil   [1]  \n",
       "1                     Coal   [1]  \n",
       "2    Coal / Petroleum coke   [1]  \n",
       "3                     Coal   [1]  \n",
       "4                     Coal   [1]  \n",
       "5   Fuel oil / Natural gas   [1]  \n",
       "6                 Fuel oil   [1]  \n",
       "7                 Fuel oil   [1]  \n",
       "0                  Biomass   [2]  \n",
       "1                  Biomass   [3]  \n",
       "0            Hydroelectric   [4]  \n",
       "1            Hydroelectric   [5]  \n",
       "2            Hydroelectric   [4]  \n",
       "3            Hydroelectric   [4]  \n",
       "4            Hydroelectric   [4]  \n",
       "5            Hydroelectric   [4]  \n",
       "6            Hydroelectric   [4]  \n",
       "7            Hydroelectric   [4]  \n",
       "8            Hydroelectric   [4]  \n",
       "9            Hydroelectric   [4]  \n",
       "10           Hydroelectric   [4]  \n",
       "11           Hydroelectric   [4]  \n",
       "12           Hydroelectric   [4]  \n",
       "13           Hydroelectric   [4]  \n",
       "14           Hydroelectric   [4]  \n",
       "15           Hydroelectric   [4]  \n",
       "16           Hydroelectric   [6]  \n",
       "0                     Wind   [7]  \n",
       "1                     Wind   [8]  \n",
       "2                     Wind   [9]  \n",
       "3                     Wind  [10]  \n",
       "4                     Wind  [11]  \n",
       "5                     Wind  [13]  \n",
       "6                     Wind  [14]  \n",
       "7                     Wind  [15]  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ns_df = ns_fossil_fuel.append(ns_biomass).append(ns_hydro).append(ns_wind)\n",
    "ns_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "scrolled": true
   },
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Ref</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Arctic Bay</td>\n",
       "      <td>Arctic Bay</td>\n",
       "      <td>1.070</td>\n",
       "      <td>1974</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Arviat</td>\n",
       "      <td>Arviat</td>\n",
       "      <td>2.240</td>\n",
       "      <td>1971–1997</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[2]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baker Lake</td>\n",
       "      <td>Baker Lake</td>\n",
       "      <td>2.240</td>\n",
       "      <td>1975–1985</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[3]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cambridge Bay</td>\n",
       "      <td>Cambridge Bay</td>\n",
       "      <td>3.110</td>\n",
       "      <td>1958</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cape Dorset</td>\n",
       "      <td>Cape Dorset</td>\n",
       "      <td>1.800</td>\n",
       "      <td>1964</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[5]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Chesterfield Inlet</td>\n",
       "      <td>Chesterfield Inlet</td>\n",
       "      <td>0.810</td>\n",
       "      <td>1975</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[6]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Clyde River</td>\n",
       "      <td>Clyde River</td>\n",
       "      <td>1.350</td>\n",
       "      <td>1999</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[7]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Coral Harbour</td>\n",
       "      <td>Coral Harbour</td>\n",
       "      <td>1.310</td>\n",
       "      <td>1988</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[8]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Gjoa Haven</td>\n",
       "      <td>Gjoa Haven</td>\n",
       "      <td>1.650</td>\n",
       "      <td>1977</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[9]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Grise Fiord</td>\n",
       "      <td>Grise Fiord</td>\n",
       "      <td>0.900</td>\n",
       "      <td>2019</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[10]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Hall Beach</td>\n",
       "      <td>Hall Beach</td>\n",
       "      <td>1.345</td>\n",
       "      <td>1974</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[11]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Igloolik</td>\n",
       "      <td>Igloolik</td>\n",
       "      <td>1.740</td>\n",
       "      <td>1974</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[12]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Iqaluit – Federal Plant</td>\n",
       "      <td>Iqaluit</td>\n",
       "      <td>2.500</td>\n",
       "      <td>1947</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[13]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Iqaluit – Main Plant</td>\n",
       "      <td>Iqaluit</td>\n",
       "      <td>12.600</td>\n",
       "      <td>1964</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[13]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Kimmirut</td>\n",
       "      <td>Kimmirut</td>\n",
       "      <td>0.930</td>\n",
       "      <td>1992</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[14]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Kugaaruk</td>\n",
       "      <td>Kugaaruk</td>\n",
       "      <td>0.835</td>\n",
       "      <td>1974</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[15]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Kugluktuk</td>\n",
       "      <td>Kugluktuk</td>\n",
       "      <td>2.220</td>\n",
       "      <td>1968</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[16]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Pangnirtung</td>\n",
       "      <td>Pangnirtung</td>\n",
       "      <td>2.220</td>\n",
       "      <td>1971</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[17]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Pond Inlet</td>\n",
       "      <td>Pond Inlet</td>\n",
       "      <td>2.250</td>\n",
       "      <td>1992</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[18]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Qikiqtarjuaq</td>\n",
       "      <td>Qikiqtarjuaq</td>\n",
       "      <td>1.305</td>\n",
       "      <td>1963</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[19]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Rankin Inlet</td>\n",
       "      <td>Rankin Inlet</td>\n",
       "      <td>3.550</td>\n",
       "      <td>1973</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[20]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Repulse Bay</td>\n",
       "      <td>Repulse Bay</td>\n",
       "      <td>0.990</td>\n",
       "      <td>1970</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[21]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Resolute Bay</td>\n",
       "      <td>Resolute Bay</td>\n",
       "      <td>2.050</td>\n",
       "      <td>1971</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[22]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Sanikiluaq</td>\n",
       "      <td>Sanikiluaq</td>\n",
       "      <td>1.200</td>\n",
       "      <td>2000</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[23][24]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Taloyoak</td>\n",
       "      <td>Taloyoak</td>\n",
       "      <td>1.500</td>\n",
       "      <td>1972</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[25]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Whale Cove</td>\n",
       "      <td>Whale Cove</td>\n",
       "      <td>0.750</td>\n",
       "      <td>1991</td>\n",
       "      <td>Nunavut Power</td>\n",
       "      <td>[26]</td>\n",
       "      <td>Diesel</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                       Name            Location  Capacity (MW)       Date  \\\n",
       "0                Arctic Bay          Arctic Bay          1.070       1974   \n",
       "1                    Arviat              Arviat          2.240  1971–1997   \n",
       "2                Baker Lake          Baker Lake          2.240  1975–1985   \n",
       "3             Cambridge Bay       Cambridge Bay          3.110       1958   \n",
       "4               Cape Dorset         Cape Dorset          1.800       1964   \n",
       "5        Chesterfield Inlet  Chesterfield Inlet          0.810       1975   \n",
       "6               Clyde River         Clyde River          1.350       1999   \n",
       "7             Coral Harbour       Coral Harbour          1.310       1988   \n",
       "8                Gjoa Haven          Gjoa Haven          1.650       1977   \n",
       "9               Grise Fiord         Grise Fiord          0.900       2019   \n",
       "10               Hall Beach          Hall Beach          1.345       1974   \n",
       "11                 Igloolik            Igloolik          1.740       1974   \n",
       "12  Iqaluit – Federal Plant             Iqaluit          2.500       1947   \n",
       "13     Iqaluit – Main Plant             Iqaluit         12.600       1964   \n",
       "14                 Kimmirut            Kimmirut          0.930       1992   \n",
       "15                 Kugaaruk            Kugaaruk          0.835       1974   \n",
       "16                Kugluktuk           Kugluktuk          2.220       1968   \n",
       "17              Pangnirtung         Pangnirtung          2.220       1971   \n",
       "18               Pond Inlet          Pond Inlet          2.250       1992   \n",
       "19             Qikiqtarjuaq        Qikiqtarjuaq          1.305       1963   \n",
       "20             Rankin Inlet        Rankin Inlet          3.550       1973   \n",
       "21              Repulse Bay         Repulse Bay          0.990       1970   \n",
       "22             Resolute Bay        Resolute Bay          2.050       1971   \n",
       "23               Sanikiluaq          Sanikiluaq          1.200       2000   \n",
       "24                 Taloyoak            Taloyoak          1.500       1972   \n",
       "25               Whale Cove          Whale Cove          0.750       1991   \n",
       "\n",
       "            Owner       Ref    Type  \n",
       "0   Nunavut Power       [1]  Diesel  \n",
       "1   Nunavut Power       [2]  Diesel  \n",
       "2   Nunavut Power       [3]  Diesel  \n",
       "3   Nunavut Power       [4]  Diesel  \n",
       "4   Nunavut Power       [5]  Diesel  \n",
       "5   Nunavut Power       [6]  Diesel  \n",
       "6   Nunavut Power       [7]  Diesel  \n",
       "7   Nunavut Power       [8]  Diesel  \n",
       "8   Nunavut Power       [9]  Diesel  \n",
       "9   Nunavut Power      [10]  Diesel  \n",
       "10  Nunavut Power      [11]  Diesel  \n",
       "11  Nunavut Power      [12]  Diesel  \n",
       "12  Nunavut Power      [13]  Diesel  \n",
       "13  Nunavut Power      [13]  Diesel  \n",
       "14  Nunavut Power      [14]  Diesel  \n",
       "15  Nunavut Power      [15]  Diesel  \n",
       "16  Nunavut Power      [16]  Diesel  \n",
       "17  Nunavut Power      [17]  Diesel  \n",
       "18  Nunavut Power      [18]  Diesel  \n",
       "19  Nunavut Power      [19]  Diesel  \n",
       "20  Nunavut Power      [20]  Diesel  \n",
       "21  Nunavut Power      [21]  Diesel  \n",
       "22  Nunavut Power      [22]  Diesel  \n",
       "23  Nunavut Power  [23][24]  Diesel  \n",
       "24  Nunavut Power      [25]  Diesel  \n",
       "25  Nunavut Power      [26]  Diesel  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nunavut_df = nunavut_diesel\n",
    "nunavut_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario_df = ontario_nuclear.append(ontario_fossil_fuel).append(ontario_biomass).append(ontario_hydro).append(ontario_wind).append(ontario_photovoltaic)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario_df=ontario_df.set_index('Name').reset_index(inplace=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([3, 38, 50, 192, 238, 260], dtype='int64')"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ontario_df[ontario_df.Name== 'TOTAL'].index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario_df=ontario_df[ontario_df.Name!= 'TOTAL']\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "#ontario_df[ontario_df.Location== 'NAN'].index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario_df=ontario_df[ontario_df.Name!='Tunis Power Plant']\n",
    "# 48.767 -80.6764"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([218], dtype='int64')"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ontario_df[ontario_df.Location =='Goderich'].index\n",
    "# type(m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario_df=ontario_df[ontario_df.Name!=\"McLean's Mountain Wind Farm\"]\n",
    "# 45°55'16\"N 82°0'57\"W"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([33, 36, 101, 166], dtype='int64')"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ontario_df[ontario_df.Location =='Trenton'].index\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario_df=ontario_df[ontario_df.Name!=\"Pointe Aux Roche Wind\"]\n",
    "#42°17'6\"N 82°32'21\"W\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "ontario_df=ontario_df[ontario_df.Name!=\"Summerhaven Wind Energy Centre\"]\n",
    "# 42°51'54\"N 79°57'50\"W"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Ref</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Eastern Kings Wind Farm</td>\n",
       "      <td>North Lake</td>\n",
       "      <td>30.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PEI Energy Corporation</td>\n",
       "      <td>[1]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>North Cape Wind Farm</td>\n",
       "      <td>North Cape</td>\n",
       "      <td>10.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PEI Energy Corporation</td>\n",
       "      <td>[2]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Norway Wind Farm</td>\n",
       "      <td>Norway</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Suez Renewable Energy</td>\n",
       "      <td>[3]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Summerside Wind Farm</td>\n",
       "      <td>Summerside</td>\n",
       "      <td>12.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>City of Summerside Electric Utility</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>West Cape Wind Farm</td>\n",
       "      <td>West Cape</td>\n",
       "      <td>99.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Suez Renewable Energy</td>\n",
       "      <td>[3]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Borden Generating Station</td>\n",
       "      <td>Borden</td>\n",
       "      <td>42.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maritime Electric</td>\n",
       "      <td>[5]</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Charlottetown Thermal Generating Station</td>\n",
       "      <td>Charlottetown</td>\n",
       "      <td>112.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maritime Electric</td>\n",
       "      <td>[5]</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Harvard Street Generating Station</td>\n",
       "      <td>Summerside</td>\n",
       "      <td>25.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>City of Summerside Electric Utility</td>\n",
       "      <td>[6]</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                       Name       Location  Capacity (MW)  \\\n",
       "0                   Eastern Kings Wind Farm     North Lake           30.0   \n",
       "1                      North Cape Wind Farm     North Cape           10.6   \n",
       "2                          Norway Wind Farm         Norway            9.0   \n",
       "3                      Summerside Wind Farm     Summerside           12.0   \n",
       "4                       West Cape Wind Farm      West Cape           99.0   \n",
       "0                 Borden Generating Station         Borden           42.0   \n",
       "1  Charlottetown Thermal Generating Station  Charlottetown          112.0   \n",
       "2         Harvard Street Generating Station     Summerside           25.0   \n",
       "\n",
       "   Date                                Owner  Ref         Type  \n",
       "0   NaN               PEI Energy Corporation  [1]         Wind  \n",
       "1   NaN               PEI Energy Corporation  [2]         Wind  \n",
       "2   NaN                Suez Renewable Energy  [3]         Wind  \n",
       "3   NaN  City of Summerside Electric Utility  [4]         Wind  \n",
       "4   NaN                Suez Renewable Energy  [3]         Wind  \n",
       "0   NaN                    Maritime Electric  [5]  Fossil Fuel  \n",
       "1   NaN                    Maritime Electric  [5]  Fossil Fuel  \n",
       "2   NaN  City of Summerside Electric Utility  [6]  Fossil Fuel  "
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pei_df = pei_wind.append(pei_fossil_fuel)\n",
    "pei_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "quebec_df = quebec_hydro.append(quebec_hydro2).append(quebec_hydro3).append(quebec_wind).append(quebec_biomass).append(quebec_nuclear).append(quebec_fossil_fuel).append(quebec_offgrid)\n",
    "quebec_df\n",
    "\n",
    "#quebec_df[quebec_df.Location =='47°45′12″N 72°52′44″W﻿ / ﻿47.75333°N 72.87889°W'].index\n",
    "quebec_df.iloc[68, quebec_df.columns.get_loc('Location')] = quebec_df.iloc[68]['Region']\n",
    "\n",
    "# quebec_df.replace('Location':'49°11′35″N 68°19′37″W﻿ / ﻿49.19306°N 68.32694°W')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Name                                                   McCormick\n",
       "Location         49°11′35″N 68°19′37″W﻿ / ﻿49.19306°N 68.32694°W\n",
       "Watershed                                            Manicouagan\n",
       "Type                                               Hydroelectric\n",
       "Reservoir                                                    NaN\n",
       "Capacity (MW)                                                392\n",
       "Units                                                          8\n",
       "Head (m)                                                     NaN\n",
       "Commissioned                                                1952\n",
       "Region           49°11′35″N 68°19′37″W﻿ / ﻿49.19306°N 68.32694°W\n",
       "Head                                                        37.8\n",
       "Ownership                  Hydro-Québec (60%) and Alcoa (40%)[1]\n",
       "Date                                                         NaN\n",
       "Owner                                                        NaN\n",
       "Ref                                                          NaN\n",
       "Date[107]                                                    NaN\n",
       "Name: 0, dtype: object"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "quebec_df.iloc[68]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Fuel</th>\n",
       "      <th>Generating Units (Date)</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Type</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Boundary Dam Power Station[2]</td>\n",
       "      <td>Estevan</td>\n",
       "      <td>Coal</td>\n",
       "      <td>one 62 MW unit (commissioned in 1959, retired ...</td>\n",
       "      <td>672 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Centennial Wind Power Facility[3]</td>\n",
       "      <td>Near Swift Current</td>\n",
       "      <td>Wind Power</td>\n",
       "      <td>eighty-three 1.8 MW turbines (2006)</td>\n",
       "      <td>150 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Charlot River Power Station[4]</td>\n",
       "      <td>Near Uranium City</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>two 5 MW units (1980)</td>\n",
       "      <td>10 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Coteau Creek Hydroelectric Station[5]</td>\n",
       "      <td>Near Elbow</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>three 62 MW units (1968)</td>\n",
       "      <td>186 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cory Cogeneration Station[6]</td>\n",
       "      <td>Nutrien Cory Mine Near Saskatoon</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>three 76 MW units (2003)</td>\n",
       "      <td>228 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Cypress Wind Power Facility[7]</td>\n",
       "      <td>Near Gull Lake</td>\n",
       "      <td>Wind Power</td>\n",
       "      <td>nine 660 kW turbines (2002) seven 660 kW turbi...</td>\n",
       "      <td>11 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>E.B. Campbell Hydroelectric Station[8]</td>\n",
       "      <td>Near Nipawin</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>six 34 MW units (1963/64) two 42 MW units (1966)</td>\n",
       "      <td>289 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ermine Power Station[9]</td>\n",
       "      <td>Near Kerrobert</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>two 46 MW units (2009)</td>\n",
       "      <td>92 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Island Falls Hydroelectric Station[10]</td>\n",
       "      <td>Near Sandy Bay</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>two units (1928) three units (1930) one unit (...</td>\n",
       "      <td>111 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Landis Power Station[11]</td>\n",
       "      <td>Near Landis</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>one 79 MW unit (1975)</td>\n",
       "      <td>79 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Meadow Lake Power Station[12]</td>\n",
       "      <td>Near Meadow Lake</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>one 44 MW unit (1984)</td>\n",
       "      <td>44 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Nipawin Hydroelectric Station[13]</td>\n",
       "      <td>Near Nipawin</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>one 85 MW unit (1985) two 85 MW units (1986)</td>\n",
       "      <td>255 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Poplar River Power Station[14]</td>\n",
       "      <td>Near Coronach</td>\n",
       "      <td>Coal</td>\n",
       "      <td>one 291 MW unit (1981) one 291 MW unit (1983)</td>\n",
       "      <td>582 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Shand Power Station[15]</td>\n",
       "      <td>Estevan</td>\n",
       "      <td>Coal</td>\n",
       "      <td>one 276 MW unit (1992)</td>\n",
       "      <td>276 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Queen Elizabeth Power Station[16]</td>\n",
       "      <td>Saskatoon</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>two 59 MW units (1958/59) one 95 MW unit (1972...</td>\n",
       "      <td>634 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Waterloo Hydroelectric Station[17]</td>\n",
       "      <td>Near Uranium City</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>one 8 MW unit (1961)</td>\n",
       "      <td>8 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Wellington Hydroelectric Station[18]</td>\n",
       "      <td>Near Uranium City</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>one 2.4 MW unit (1939) one 2.4 MW unit (1959)</td>\n",
       "      <td>5 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Yellowhead Power Station[19]</td>\n",
       "      <td>North Battleford</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>three 46 MW units (2010)</td>\n",
       "      <td>138 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Alameda Heat Recovery Facility[20]</td>\n",
       "      <td>Alameda</td>\n",
       "      <td>Waste Heat</td>\n",
       "      <td>one 5 MW unit (2008)</td>\n",
       "      <td>5 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NRGreen Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Estlin Heat Recovery Facility[21]</td>\n",
       "      <td>Estlin</td>\n",
       "      <td>Waste Heat</td>\n",
       "      <td>one 5 MW unit (2008)</td>\n",
       "      <td>5 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NRGreen Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Kerrobert Heat Recovery Facility[22]</td>\n",
       "      <td>Kerrobert</td>\n",
       "      <td>Waste Heat</td>\n",
       "      <td>one 5 MW unit (2006)</td>\n",
       "      <td>5 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NRGreen Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Red Lily Wind Facility[23]</td>\n",
       "      <td>Near Moosomin</td>\n",
       "      <td>Wind Power</td>\n",
       "      <td>sixteen 1.65 MW turbines (2011)</td>\n",
       "      <td>27 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>Concord Pacific</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Loreburn Heat Recovery Facility[24]</td>\n",
       "      <td>Loreburn</td>\n",
       "      <td>Waste Heat</td>\n",
       "      <td>one 5 MW unit (2008)</td>\n",
       "      <td>5 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>NRGreen Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Meridian Cogeneration Station[25]</td>\n",
       "      <td>Lloydminster</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>three 70 MW units (2000)</td>\n",
       "      <td>210 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>Stanley Energy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Morse Wind Facility[26]</td>\n",
       "      <td>Near Swift Current</td>\n",
       "      <td>Wind Power</td>\n",
       "      <td>ten 2.3 MW turbines (2015)</td>\n",
       "      <td>23 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>Algonquin Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>North Battleford Generating Station[27]</td>\n",
       "      <td>Near North Battleford</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>one 170 MW unit (2013) one 90 MW unit (2013)</td>\n",
       "      <td>260 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>Northland Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Spy Hill Generating Station[28]</td>\n",
       "      <td>Near Esterhazy</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>two 43 MW units (2011)</td>\n",
       "      <td>86 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>Northland Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>SunBridge Wind Power Facility[29]</td>\n",
       "      <td>Near Swift Current</td>\n",
       "      <td>Wind Power</td>\n",
       "      <td>seventeen 660 kW turbines (2002)</td>\n",
       "      <td>11 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>Suncor &amp; Enbridge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Western Lily Wind Power Facility[30]</td>\n",
       "      <td>Near Grenfell</td>\n",
       "      <td>Wind Power</td>\n",
       "      <td>ten 2 MW turbines (2019)</td>\n",
       "      <td>20 MW</td>\n",
       "      <td>Combined</td>\n",
       "      <td>Gaia Power</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                       Name                          Location  \\\n",
       "0             Boundary Dam Power Station[2]                           Estevan   \n",
       "1         Centennial Wind Power Facility[3]                Near Swift Current   \n",
       "2            Charlot River Power Station[4]                 Near Uranium City   \n",
       "3     Coteau Creek Hydroelectric Station[5]                        Near Elbow   \n",
       "4              Cory Cogeneration Station[6]  Nutrien Cory Mine Near Saskatoon   \n",
       "5            Cypress Wind Power Facility[7]                    Near Gull Lake   \n",
       "6    E.B. Campbell Hydroelectric Station[8]                      Near Nipawin   \n",
       "7                   Ermine Power Station[9]                    Near Kerrobert   \n",
       "8    Island Falls Hydroelectric Station[10]                    Near Sandy Bay   \n",
       "9                  Landis Power Station[11]                       Near Landis   \n",
       "10            Meadow Lake Power Station[12]                  Near Meadow Lake   \n",
       "11        Nipawin Hydroelectric Station[13]                      Near Nipawin   \n",
       "12           Poplar River Power Station[14]                     Near Coronach   \n",
       "13                  Shand Power Station[15]                           Estevan   \n",
       "14        Queen Elizabeth Power Station[16]                         Saskatoon   \n",
       "15       Waterloo Hydroelectric Station[17]                 Near Uranium City   \n",
       "16     Wellington Hydroelectric Station[18]                 Near Uranium City   \n",
       "17             Yellowhead Power Station[19]                  North Battleford   \n",
       "0        Alameda Heat Recovery Facility[20]                           Alameda   \n",
       "1         Estlin Heat Recovery Facility[21]                            Estlin   \n",
       "2      Kerrobert Heat Recovery Facility[22]                         Kerrobert   \n",
       "3                Red Lily Wind Facility[23]                     Near Moosomin   \n",
       "4       Loreburn Heat Recovery Facility[24]                          Loreburn   \n",
       "5         Meridian Cogeneration Station[25]                      Lloydminster   \n",
       "6                   Morse Wind Facility[26]                Near Swift Current   \n",
       "7   North Battleford Generating Station[27]             Near North Battleford   \n",
       "8           Spy Hill Generating Station[28]                    Near Esterhazy   \n",
       "9         SunBridge Wind Power Facility[29]                Near Swift Current   \n",
       "10     Western Lily Wind Power Facility[30]                     Near Grenfell   \n",
       "\n",
       "             Fuel                            Generating Units (Date) Capacity  \\\n",
       "0            Coal  one 62 MW unit (commissioned in 1959, retired ...   672 MW   \n",
       "1      Wind Power                eighty-three 1.8 MW turbines (2006)   150 MW   \n",
       "2   Hydroelectric                              two 5 MW units (1980)    10 MW   \n",
       "3   Hydroelectric                           three 62 MW units (1968)   186 MW   \n",
       "4     Natural Gas                           three 76 MW units (2003)   228 MW   \n",
       "5      Wind Power  nine 660 kW turbines (2002) seven 660 kW turbi...    11 MW   \n",
       "6   Hydroelectric   six 34 MW units (1963/64) two 42 MW units (1966)   289 MW   \n",
       "7     Natural Gas                             two 46 MW units (2009)    92 MW   \n",
       "8   Hydroelectric  two units (1928) three units (1930) one unit (...   111 MW   \n",
       "9     Natural Gas                              one 79 MW unit (1975)    79 MW   \n",
       "10    Natural Gas                              one 44 MW unit (1984)    44 MW   \n",
       "11  Hydroelectric       one 85 MW unit (1985) two 85 MW units (1986)   255 MW   \n",
       "12           Coal      one 291 MW unit (1981) one 291 MW unit (1983)   582 MW   \n",
       "13           Coal                             one 276 MW unit (1992)   276 MW   \n",
       "14    Natural Gas  two 59 MW units (1958/59) one 95 MW unit (1972...   634 MW   \n",
       "15  Hydroelectric                               one 8 MW unit (1961)     8 MW   \n",
       "16  Hydroelectric      one 2.4 MW unit (1939) one 2.4 MW unit (1959)     5 MW   \n",
       "17    Natural Gas                           three 46 MW units (2010)   138 MW   \n",
       "0      Waste Heat                               one 5 MW unit (2008)     5 MW   \n",
       "1      Waste Heat                               one 5 MW unit (2008)     5 MW   \n",
       "2      Waste Heat                               one 5 MW unit (2006)     5 MW   \n",
       "3      Wind Power                    sixteen 1.65 MW turbines (2011)    27 MW   \n",
       "4      Waste Heat                               one 5 MW unit (2008)     5 MW   \n",
       "5     Natural Gas                           three 70 MW units (2000)   210 MW   \n",
       "6      Wind Power                         ten 2.3 MW turbines (2015)    23 MW   \n",
       "7     Natural Gas       one 170 MW unit (2013) one 90 MW unit (2013)   260 MW   \n",
       "8     Natural Gas                             two 43 MW units (2011)    86 MW   \n",
       "9      Wind Power                   seventeen 660 kW turbines (2002)    11 MW   \n",
       "10     Wind Power                           ten 2 MW turbines (2019)    20 MW   \n",
       "\n",
       "        Type              Owner  \n",
       "0   Combined                NaN  \n",
       "1   Combined                NaN  \n",
       "2   Combined                NaN  \n",
       "3   Combined                NaN  \n",
       "4   Combined                NaN  \n",
       "5   Combined                NaN  \n",
       "6   Combined                NaN  \n",
       "7   Combined                NaN  \n",
       "8   Combined                NaN  \n",
       "9   Combined                NaN  \n",
       "10  Combined                NaN  \n",
       "11  Combined                NaN  \n",
       "12  Combined                NaN  \n",
       "13  Combined                NaN  \n",
       "14  Combined                NaN  \n",
       "15  Combined                NaN  \n",
       "16  Combined                NaN  \n",
       "17  Combined                NaN  \n",
       "0   Combined      NRGreen Power  \n",
       "1   Combined      NRGreen Power  \n",
       "2   Combined      NRGreen Power  \n",
       "3   Combined    Concord Pacific  \n",
       "4   Combined      NRGreen Power  \n",
       "5   Combined     Stanley Energy  \n",
       "6   Combined    Algonquin Power  \n",
       "7   Combined    Northland Power  \n",
       "8   Combined    Northland Power  \n",
       "9   Combined  Suncor & Enbridge  \n",
       "10  Combined         Gaia Power  "
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "saskatchewan_df = saskatchewan_combined.append(saskatchewan_combined2)\n",
    "saskatchewan_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Ref</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Aishihik Hydroelectric Dam</td>\n",
       "      <td>61°02′07″N 137°03′12″W﻿ / ﻿61.0353081°N 137.05...</td>\n",
       "      <td>30.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[2]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Fish Lake</td>\n",
       "      <td>60°43′22″N 135°11′05″W﻿ / ﻿60.72278°N 135.18472°W</td>\n",
       "      <td>1.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Electrical</td>\n",
       "      <td>[3]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Mayo Hydroelectric Dam</td>\n",
       "      <td>63°39′24″N 135°55′04″W﻿ / ﻿63.6566208°N 135.91...</td>\n",
       "      <td>5.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[2]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Whitehorse Rapids Hydroelectric Dam</td>\n",
       "      <td>60°41′38″N 135°02′25″W﻿ / ﻿60.693771°N 135.040...</td>\n",
       "      <td>40.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Haeckel Hill</td>\n",
       "      <td>60°44′51″N 135°13′34″W﻿ / ﻿60.74750°N 135.22611°W</td>\n",
       "      <td>0.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                  Name  \\\n",
       "0           Aishihik Hydroelectric Dam   \n",
       "1                            Fish Lake   \n",
       "2               Mayo Hydroelectric Dam   \n",
       "3  Whitehorse Rapids Hydroelectric Dam   \n",
       "0                         Haeckel Hill   \n",
       "\n",
       "                                            Location  Capacity (MW)  Date  \\\n",
       "0  61°02′07″N 137°03′12″W﻿ / ﻿61.0353081°N 137.05...          30.00   NaN   \n",
       "1  60°43′22″N 135°11′05″W﻿ / ﻿60.72278°N 135.18472°W           1.30   NaN   \n",
       "2  63°39′24″N 135°55′04″W﻿ / ﻿63.6566208°N 135.91...           5.00   NaN   \n",
       "3  60°41′38″N 135°02′25″W﻿ / ﻿60.693771°N 135.040...          40.00   NaN   \n",
       "0  60°44′51″N 135°13′34″W﻿ / ﻿60.74750°N 135.22611°W           0.81   NaN   \n",
       "\n",
       "                      Owner  Ref           Type  \n",
       "0  Yukon Energy Corporation  [2]  Hydroelectric  \n",
       "1          Yukon Electrical  [3]  Hydroelectric  \n",
       "2  Yukon Energy Corporation  [2]  Hydroelectric  \n",
       "3  Yukon Energy Corporation  [4]  Hydroelectric  \n",
       "0  Yukon Energy Corporation  [4]           Wind  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "yukon_df = yukon_hydro.append(yukon_wind)\n",
    "yukon_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "# cleaning the data part 1;\n",
    "# adding the coordinaes having the locations to each DataFrame \n",
    "#import Dependencies\n",
    "import pandas as pd \n",
    "from geopy.geocoders import Nominatim\n",
    "import geopandas as gpd\n",
    "import re\n",
    "def getcoordinates(my_df):\n",
    "    ## define a funnction to realize if the input location is in string format or coordinate format\n",
    "    def specialCharacters(s):\n",
    "        special_characters = \"°′″\"\n",
    "        if any(c in special_characters for c in s):\n",
    "            response=True\n",
    "            return response\n",
    "        else:\n",
    "            response=False\n",
    "            return response\n",
    "    # define a function to realize the input location as strings like (53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W')\n",
    "    def twocoordinates(s):\n",
    "        special_characters = \"/\"\n",
    "        if any(c in special_characters for c in s):\n",
    "            response=True\n",
    "            return response\n",
    "        else:\n",
    "            response=False\n",
    "            return response\n",
    "    # turning dms coordinate to decimal coordinate\n",
    "\n",
    "    def dmstodecimal(c):\n",
    "        deg, minutes, seconds, direction =  re.split('[°′″]', c)\n",
    "        dd=(float(deg) + float(minutes)/60 + float(seconds)/(60*60)) * (-1 if direction in ['W', 'S'] else 1)\n",
    "        return dd\n",
    "\n",
    "    # define a function to return lat and lon from the wiered coordinates \n",
    "    def stringtolatlong(string):\n",
    "    # string like (53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W')\n",
    "        if twocoordinates(string)==True:\n",
    "            lat=float(string.split(\"W﻿ / ﻿\")[1].split(\"°N\")[0])\n",
    "            lon=float(string.split(\"W﻿ / ﻿\")[1].split(\"°N\")[1].strip(\"°W\"))*-1\n",
    "            return(lat, lon)\n",
    "        else:\n",
    "    #  or ([[Grande Prairie 55°20′20″N 119°13′07″W]])\n",
    "            try:\n",
    "                l=string.split(\" \")\n",
    "                n=len(l)\n",
    "                dmslat=l[n-2]\n",
    "                lat=dmstodecimal(dmslat)\n",
    "                dmslon=l[n-1]\n",
    "                lon=dmstodecimal(dmslon)\n",
    "                return (lat, lon)\n",
    "    # or even (Forestburg 52°28′08″N112°08′02″W)\n",
    "            except ValueError:\n",
    "                m=string.split(\"″N\")\n",
    "                string=m[0]+\"″N \"+m[1]\n",
    "                l=string.split(\" \")\n",
    "                n=len(l)\n",
    "                dmslat=l[n-2]\n",
    "                lat=dmstodecimal(dmslat)\n",
    "                dmslon=l[n-1]\n",
    "                lon=dmstodecimal(dmslon)\n",
    "                return(lat, lon)\n",
    "    # converting the location (like 'University of Calgary') to coordinates\n",
    "    def findCoordinates(myaddress):\n",
    "        try:\n",
    "            geolocator = Nominatim(user_agent=\"my_user_agent\")\n",
    "            location = geolocator.geocode(myaddress)\n",
    "            lon= location.longitude\n",
    "            lat= location.latitude\n",
    "    #         print(lat)\n",
    "    #         print(lon)\n",
    "            return(lat ,lon)\n",
    "        except (TypeError, AttributeError,KeyError):\n",
    "            pass\n",
    "\n",
    "    # converting the location of the datatframe into coordinates\n",
    "    latitudelist=[]\n",
    "    longitudelist=[]\n",
    "    for j in my_df['Location']:\n",
    "\n",
    "        if specialCharacters(j)== True:\n",
    "            print(j)\n",
    "            print(stringtolatlong(j)[0])\n",
    "            print(stringtolatlong(j)[1])\n",
    "            latitudelist.append(stringtolatlong(j)[0])\n",
    "            longitudelist.append(stringtolatlong(j)[1])\n",
    "            next\n",
    "\n",
    "        elif specialCharacters(j)== False:\n",
    "            print(j)\n",
    "            try:\n",
    "                latitudelist.append(findCoordinates(j+' Canada')[0])\n",
    "                print(findCoordinates(j+' Canada')[0])\n",
    "                longitudelist.append(findCoordinates(j+' Canada')[1])\n",
    "                print(findCoordinates(j+' Canada')[1])\n",
    "            except(TypeError, AttributeError):\n",
    "                latitudelist.append('NAN')\n",
    "                longitudelist.append('NAN')\n",
    "                pass\n",
    "            next\n",
    "\n",
    "    # Using DataFrame.insert() to add a column \n",
    "    my_df.insert(2, \"lat\", latitudelist, True) \n",
    "    my_df.insert(3, \"lon\", longitudelist, True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W\n",
      "53.34306\n",
      "-114.30306\n",
      "53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W\n",
      "53.34306\n",
      "-114.30306\n",
      "Duffield\n",
      "53.5259625\n",
      "-114.3464942\n",
      "Duffield\n",
      "53.5259625\n",
      "-114.3464942\n",
      "Hanna\n",
      "51.6428682\n",
      "-111.9269667\n",
      "53°30′27″N 114°33′26″W﻿ / ﻿53.50750°N 114.55722°W\n",
      "53.5075\n",
      "-114.55722\n",
      "Forestburg\n",
      "52.583333\n",
      "-112.066667\n",
      "Grande Cache\n",
      "53.8888135\n",
      "-119.1185658\n",
      "Wabamun\n",
      "53.5592733\n",
      "-114.47831415705389\n",
      "Burdett\n",
      "49.832008\n",
      "-111.5241495\n",
      "Coaldale\n",
      "49.7255\n",
      "-112.6168425\n",
      "Fort Macleod\n",
      "49.7264403\n",
      "-113.4074009\n",
      "Taber\n",
      "49.8895343\n",
      "-112.0488074\n",
      "Aurora\n",
      "43.99973\n",
      "-79.467545\n",
      "Balzac\n",
      "51.2156111\n",
      "-114.0045579\n",
      "Grande Prairie\n",
      "55.17108\n",
      "-118.7949873\n",
      "Galahad\n",
      "52.516667\n",
      "-111.916667\n",
      "Buck Lake\n",
      "52.9525222\n",
      "-114.7903637\n",
      "Peace River\n",
      "56.23253295\n",
      "-117.32067067804391\n",
      "Calgary\n",
      "51.0534234\n",
      "-114.0625892\n",
      "Carseland\n",
      "50.8516661\n",
      "-113.4684345\n",
      "Whitecourt\n",
      "54.12738935\n",
      "-115.6515975137172\n",
      "Strathmore\n",
      "51.0435486\n",
      "-113.3998479\n",
      "53°35′14″N 113°21′56″W﻿ / ﻿53.58722°N 113.36556°W\n",
      "53.58722\n",
      "-113.36556\n",
      "Cold Lake\n",
      "54.46046\n",
      "-110.192871\n",
      "Rocky View\n",
      "43.0487065\n",
      "-79.1195948\n",
      "Yellowhead County\n",
      "53.4968132\n",
      "-116.6462615\n",
      "Devon\n",
      "53.3647279\n",
      "-113.7292024\n",
      "Drywood\n",
      "49.2656307\n",
      "-114.1051573\n",
      "Fort Saskatchewan\n",
      "53.71632515\n",
      "-113.1706551390925\n",
      "Bonnyville\n",
      "54.267778\n",
      "-110.7351604\n",
      "Grande Cache\n",
      "53.8888135\n",
      "-119.1185658\n",
      "Red Deer\n",
      "52.269838\n",
      "-113.818359\n",
      "Whitecourt\n",
      "54.12738935\n",
      "-115.6515975137172\n",
      "Greenview County\n",
      "54.5764984\n",
      "-118.1486156\n",
      "Fort McMurray\n",
      "56.7291997\n",
      "-111.3885221\n",
      "Medicine Hat\n",
      "50.04303\n",
      "-110.679016\n",
      "Mezzepa\n",
      "57°18′0″N 111°30′0″W﻿ / ﻿57.30000°N 111.50000°W\n",
      "57.3\n",
      "-111.5\n",
      "Grande Prairie\n",
      "55.17108\n",
      "-118.7949873\n",
      "Peace River\n",
      "56.23253295\n",
      "-117.32067067804391\n",
      "Fort McMurray\n",
      "56.7291997\n",
      "-111.3885221\n",
      "[[Grande Prairie 55°20′20″N 119°13′07″W]]\n",
      "55.33888888888889\n",
      "119.21861111111112\n",
      "Primrose\n",
      "44.0911933\n",
      "-80.1401667\n",
      "Rainbow Lake\n",
      "58.5063671\n",
      "-119.3984882\n",
      "Redwater\n",
      "53.9527743\n",
      "-113.1124871\n",
      "Fort Saskatchewan\n",
      "53.71632515\n",
      "-113.1706551390925\n",
      "Fort Saskatchewan\n",
      "53.71632515\n",
      "-113.1706551390925\n",
      "Calgary\n",
      "51.0534234\n",
      "-114.0625892\n",
      "Valleyview\n",
      "55.066667\n",
      "-117.283333\n",
      "University of Alberta\n",
      "53.52682\n",
      "-113.5244937350756\n",
      "University of Calgary\n",
      "51.07423285\n",
      "-114.14628389910274\n",
      "Valleyview\n",
      "55.066667\n",
      "-117.283333\n",
      "Edmonton\n",
      "53.535411\n",
      "-113.507996\n",
      "Medicine Hat\n",
      "50.04303\n",
      "-110.679016\n",
      "Edmonton\n",
      "53.535411\n",
      "-113.507996\n",
      "Forestburg 52°28′08″N112°08′02″W\n",
      "52.46888888888889\n",
      "-112.13388888888889\n",
      "Grande Cache\n",
      "53.8888135\n",
      "-119.1185658\n",
      "Athabasca\n",
      "55.1705421\n",
      "-113.996434\n",
      "Grande Prairie\n",
      "55.17108\n",
      "-118.7949873\n",
      "Medicine Hat\n",
      "50.04303\n",
      "-110.679016\n",
      "Caroline\n",
      "45.5260033\n",
      "-73.5948741\n",
      "Edmonton\n",
      "53.535411\n",
      "-113.507996\n",
      "Dapp\n",
      "54.3438387\n",
      "-113.9164878\n",
      "54°49′59″N 118°39′10″W﻿ / ﻿54.83306°N 118.65278°W\n",
      "54.83306\n",
      "-118.65278\n",
      "Grande Prairie\n",
      "55.17108\n",
      "-118.7949873\n",
      "Hinton\n",
      "53.4046768\n",
      "-117.570219\n",
      "Swan Hills\n",
      "54.7180657\n",
      "-115.4008258\n",
      "Peace River\n",
      "56.23253295\n",
      "-117.32067067804391\n",
      "Drayton Valley\n",
      "53.2205548\n",
      "-114.9832127\n",
      "Grande Prairie\n",
      "55.17108\n",
      "-118.7949873\n",
      "Grande Prairie\n",
      "55.17108\n",
      "-118.7949873\n",
      "Whitecourt\n",
      "54.12738935\n",
      "-115.6515975137172\n",
      "Seebe\n",
      "51.1031469\n",
      "-115.0442515\n",
      "Calgary\n",
      "51.0534234\n",
      "-114.0625892\n",
      "Glenwood\n",
      "49.366667\n",
      "-113.516667\n",
      "52°18′32″N 116°19′45″W﻿ / ﻿52.30889°N 116.32917°W\n",
      "52.30889\n",
      "-116.32917\n",
      "52°57′59″N 115°34′44″W﻿ / ﻿52.96639°N 115.57889°W\n",
      "52.96639\n",
      "-115.57889\n",
      "Banff\n",
      "51.1777781\n",
      "-115.5682504\n",
      "Chin\n",
      "49.7633316\n",
      "-112.4451689\n",
      "52°03′06″N 114°13′07″W﻿ / ﻿52.05167°N 114.21861°W\n",
      "52.05167\n",
      "-114.21861\n",
      "Raymond\n",
      "49.466667\n",
      "-112.666667\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Seebe\n",
      "51.1031469\n",
      "-115.0442515\n",
      "Kananaskis\n",
      "51.0766519\n",
      "-115.1285436\n",
      "Seebe\n",
      "51.1031469\n",
      "-115.0442515\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Kananaskis\n",
      "51.0766519\n",
      "-115.1285436\n",
      "Raymond\n",
      "49.466667\n",
      "-112.666667\n",
      "Canmore\n",
      "51.0866897\n",
      "-115.3481135\n",
      "Canmore\n",
      "51.0866897\n",
      "-115.3481135\n",
      "Magrath\n",
      "49.4203199\n",
      "-112.8637496\n",
      "Magrath\n",
      "49.4203199\n",
      "-112.8637496\n",
      "Canmore\n",
      "51.0866897\n",
      "-115.3481135\n",
      "Glenwood\n",
      "49.366667\n",
      "-113.516667\n",
      "Fort Macleod\n",
      "49.7264403\n",
      "-113.4074009\n",
      "Vulcan County\n",
      "50.4552602\n",
      "-112.9526477\n",
      "Fort Macleod\n",
      "49.7264403\n",
      "-113.4074009\n",
      "Provost\n",
      "52.3547862\n",
      "-110.263915\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Drumheller\n",
      "51.4662795\n",
      "-112.7046642\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Taber\n",
      "49.8895343\n",
      "-112.0488074\n",
      "Cowley\n",
      "49.56901\n",
      "-114.073325\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Drumheller\n",
      "51.4662795\n",
      "-112.7046642\n",
      "Halkirk\n",
      "52.283333\n",
      "-112.15\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Fort Macleod\n",
      "49.7264403\n",
      "-113.4074009\n",
      "Magrath\n",
      "49.4203199\n",
      "-112.8637496\n",
      "Fort Macleod\n",
      "49.7264403\n",
      "-113.4074009\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Cowley\n",
      "49.56901\n",
      "-114.073325\n",
      "Fort Macleod\n",
      "49.7264403\n",
      "-113.4074009\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n",
      "Taber\n",
      "49.8895343\n",
      "-112.0488074\n",
      "Magrath\n",
      "49.4203199\n",
      "-112.8637496\n",
      "Forty Mile\n",
      "64.4253832\n",
      "-140.5343252\n",
      "Drumheller\n",
      "51.4662795\n",
      "-112.7046642\n",
      "Forty Mile\n",
      "64.4253832\n",
      "-140.5343252\n",
      "Special Area 3\n",
      "Forty Mile\n",
      "64.4253832\n",
      "-140.5343252\n",
      "Forty Mile\n",
      "64.4253832\n",
      "-140.5343252\n",
      "Whitla\n",
      "49.883333\n",
      "-111.05\n",
      "Wheatland County\n",
      "51.1111249\n",
      "-112.9252586\n",
      "Forty Mile\n",
      "64.4253832\n",
      "-140.5343252\n",
      "Brooks\n",
      "50.571027\n",
      "-111.893005\n",
      "Vauxhall\n",
      "50.066667\n",
      "-112.1\n",
      "Innisfail\n",
      "52.0200845\n",
      "-113.9494301\n",
      "Taber\n",
      "49.8895343\n",
      "-112.0488074\n",
      "Suffield\n",
      "50.2192746\n",
      "-111.1608664\n",
      "Burdett\n",
      "49.832008\n",
      "-111.5241495\n",
      "Spring Coulee\n",
      "49.3347591\n",
      "-113.0551933\n",
      "Wrentham\n",
      "49.516667\n",
      "-112.183333\n",
      "Forty Mile\n",
      "64.4253832\n",
      "-140.5343252\n",
      "Leduc\n",
      "53.2607636\n",
      "-113.5501238\n",
      "Brooks\n",
      "50.571027\n",
      "-111.893005\n",
      "Edmonton\n",
      "53.535411\n",
      "-113.507996\n",
      "Taber\n",
      "49.8895343\n",
      "-112.0488074\n",
      "Calgary\n",
      "51.0534234\n",
      "-114.0625892\n",
      "Calgary\n",
      "51.0534234\n",
      "-114.0625892\n",
      "Strathmore\n",
      "51.0435486\n",
      "-113.3998479\n",
      "Vulcan County\n",
      "50.4552602\n",
      "-112.9526477\n",
      "Taber\n",
      "49.8895343\n",
      "-112.0488074\n",
      "Vulcan County\n",
      "50.4552602\n",
      "-112.9526477\n",
      "Pincher Creek\n",
      "49.485667\n",
      "-113.9502919\n"
     ]
    },
    {
     "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",
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       "    }\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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bear Creek Steam Turbine</td>\n",
       "      <td>Grande Prairie</td>\n",
       "      <td>55.1711</td>\n",
       "      <td>-118.795</td>\n",
       "      <td>Biomass</td>\n",
       "      <td>30</td>\n",
       "      <td>2002</td>\n",
       "      <td>TransCanada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Cancarb Waste Heat Recovery Plant</td>\n",
       "      <td>Medicine Hat</td>\n",
       "      <td>50.043</td>\n",
       "      <td>-110.679</td>\n",
       "      <td>Biomass</td>\n",
       "      <td>28</td>\n",
       "      <td>2000</td>\n",
       "      <td>Tokai Carbon Co. Ltd.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Caroline Gas Complex</td>\n",
       "      <td>Caroline</td>\n",
       "      <td>45.526</td>\n",
       "      <td>-73.5949</td>\n",
       "      <td>Biomass</td>\n",
       "      <td>20</td>\n",
       "      <td>2008</td>\n",
       "      <td>Shell Canada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Clover Bar Landfill Gas</td>\n",
       "      <td>Edmonton</td>\n",
       "      <td>53.5354</td>\n",
       "      <td>-113.508</td>\n",
       "      <td>Biomass</td>\n",
       "      <td>5</td>\n",
       "      <td>2005</td>\n",
       "      <td>Capital Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Dapp Biomass Project</td>\n",
       "      <td>Dapp</td>\n",
       "      <td>54.3438</td>\n",
       "      <td>-113.916</td>\n",
       "      <td>Biomass</td>\n",
       "      <td>16</td>\n",
       "      <td>1999</td>\n",
       "      <td>Verdant Energy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Strathmore Solar</td>\n",
       "      <td>Strathmore</td>\n",
       "      <td>51.0435</td>\n",
       "      <td>-113.4</td>\n",
       "      <td>Solar</td>\n",
       "      <td>40.5</td>\n",
       "      <td>2021</td>\n",
       "      <td>Solar Krafte</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Travers Solar</td>\n",
       "      <td>Vulcan County</td>\n",
       "      <td>50.4553</td>\n",
       "      <td>-112.953</td>\n",
       "      <td>Solar</td>\n",
       "      <td>400</td>\n",
       "      <td>2021</td>\n",
       "      <td>Greengate Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Vauxhall Solar</td>\n",
       "      <td>Taber</td>\n",
       "      <td>49.8895</td>\n",
       "      <td>-112.049</td>\n",
       "      <td>Solar</td>\n",
       "      <td>150</td>\n",
       "      <td>2022</td>\n",
       "      <td>Solar Krafte</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Vulcan Solar</td>\n",
       "      <td>Vulcan County</td>\n",
       "      <td>50.4553</td>\n",
       "      <td>-112.953</td>\n",
       "      <td>Solar</td>\n",
       "      <td>77</td>\n",
       "      <td>2023</td>\n",
       "      <td>EDF Renewable Energy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>WindCharger</td>\n",
       "      <td>Pincher Creek</td>\n",
       "      <td>49.4857</td>\n",
       "      <td>-113.95</td>\n",
       "      <td>Battery</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2020</td>\n",
       "      <td>TransAlta</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>90 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 Name        Location      lat      lon  \\\n",
       "1            Bear Creek Steam Turbine  Grande Prairie  55.1711 -118.795   \n",
       "2   Cancarb Waste Heat Recovery Plant    Medicine Hat   50.043 -110.679   \n",
       "3                Caroline Gas Complex        Caroline   45.526 -73.5949   \n",
       "4             Clover Bar Landfill Gas        Edmonton  53.5354 -113.508   \n",
       "5                Dapp Biomass Project            Dapp  54.3438 -113.916   \n",
       "..                                ...             ...      ...      ...   \n",
       "15                   Strathmore Solar      Strathmore  51.0435   -113.4   \n",
       "16                      Travers Solar   Vulcan County  50.4553 -112.953   \n",
       "17                     Vauxhall Solar           Taber  49.8895 -112.049   \n",
       "18                       Vulcan Solar   Vulcan County  50.4553 -112.953   \n",
       "0                         WindCharger   Pincher Creek  49.4857  -113.95   \n",
       "\n",
       "       Type Capacity (MW)  Date                  Owner  \n",
       "1   Biomass            30  2002            TransCanada  \n",
       "2   Biomass            28  2000  Tokai Carbon Co. Ltd.  \n",
       "3   Biomass            20  2008           Shell Canada  \n",
       "4   Biomass             5  2005          Capital Power  \n",
       "5   Biomass            16  1999         Verdant Energy  \n",
       "..      ...           ...   ...                    ...  \n",
       "15    Solar          40.5  2021           Solar Krafte  \n",
       "16    Solar           400  2021        Greengate Power  \n",
       "17    Solar           150  2022           Solar Krafte  \n",
       "18    Solar            77  2023   EDF Renewable Energy  \n",
       "0   Battery           NaN  2020              TransAlta  \n",
       "\n",
       "[90 rows x 8 columns]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "getcoordinates(alberta_df)\n",
    "alberta_df=alberta_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n",
    "alberta_df.tail(90)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Genesee Generating Station 1&amp;2</td>\n",
       "      <td>53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W</td>\n",
       "      <td>53.3431</td>\n",
       "      <td>-114.303</td>\n",
       "      <td>Coal</td>\n",
       "      <td>820</td>\n",
       "      <td>1989–1994</td>\n",
       "      <td>Capital Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Genesee Generating Station 3</td>\n",
       "      <td>53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W</td>\n",
       "      <td>53.3431</td>\n",
       "      <td>-114.303</td>\n",
       "      <td>Coal</td>\n",
       "      <td>466</td>\n",
       "      <td>2005</td>\n",
       "      <td>Capital Power, TransAlta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Keephills Generating Station 1&amp;2</td>\n",
       "      <td>Duffield</td>\n",
       "      <td>53.526</td>\n",
       "      <td>-114.346</td>\n",
       "      <td>Coal</td>\n",
       "      <td>766</td>\n",
       "      <td>1983–1984</td>\n",
       "      <td>TransAlta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Keephills Generating Station 3</td>\n",
       "      <td>Duffield</td>\n",
       "      <td>53.526</td>\n",
       "      <td>-114.346</td>\n",
       "      <td>Coal</td>\n",
       "      <td>450</td>\n",
       "      <td>2011</td>\n",
       "      <td>Capital Power, TransAlta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Sheerness Generating Station</td>\n",
       "      <td>Hanna</td>\n",
       "      <td>51.6429</td>\n",
       "      <td>-111.927</td>\n",
       "      <td>Coal</td>\n",
       "      <td>780</td>\n",
       "      <td>1986–1990</td>\n",
       "      <td>Heartland Generation, TransAlta</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               Name  \\\n",
       "0    Genesee Generating Station 1&2   \n",
       "1      Genesee Generating Station 3   \n",
       "2  Keephills Generating Station 1&2   \n",
       "3    Keephills Generating Station 3   \n",
       "4      Sheerness Generating Station   \n",
       "\n",
       "                                            Location      lat      lon  Type  \\\n",
       "0  53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W  53.3431 -114.303  Coal   \n",
       "1  53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W  53.3431 -114.303  Coal   \n",
       "2                                           Duffield   53.526 -114.346  Coal   \n",
       "3                                           Duffield   53.526 -114.346  Coal   \n",
       "4                                              Hanna  51.6429 -111.927  Coal   \n",
       "\n",
       "  Capacity       Date                            Owner  \n",
       "0      820  1989–1994                    Capital Power  \n",
       "1      466       2005         Capital Power, TransAlta  \n",
       "2      766  1983–1984                        TransAlta  \n",
       "3      450       2011         Capital Power, TransAlta  \n",
       "4      780  1986–1990  Heartland Generation, TransAlta  "
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alberta_df=alberta_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "alberta_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "49°29′56″N 115°21′2″W﻿ / ﻿49.49889°N 115.35056°W\n",
      "49.49889\n",
      "-115.35056\n",
      "49°17′10″N 122°29′14″W﻿ / ﻿49.28611°N 122.48722°W\n",
      "49.28611\n",
      "-122.48722\n",
      "49°22′30″N 125°9′12″W﻿ / ﻿49.37500°N 125.15333°W\n",
      "49.375\n",
      "-125.15333\n",
      "50°43′54″N 122°14′33″W﻿ / ﻿50.73167°N 122.24250°W\n",
      "50.73167\n",
      "-122.2425\n",
      "49°56′4″N 123°17′21″W﻿ / ﻿49.93444°N 123.28917°W\n",
      "49.93444\n",
      "-123.28917\n",
      "49°42′41″N 123°32′7″W﻿ / ﻿49.71139°N 123.53528°W\n",
      "49.71139\n",
      "-123.53528\n",
      "49°17′22″N 115°6′15″W﻿ / ﻿49.28944°N 115.10417°W\n",
      "49.28944\n",
      "-115.10417\n",
      "53°58′59″N 129°44′03″W﻿ / ﻿53.98306°N 129.73417°W\n",
      "53.98306\n",
      "-129.73417\n",
      "56°0′58″N 122°12′19″W﻿ / ﻿56.01611°N 122.20528°W\n",
      "56.01611\n",
      "-122.20528\n",
      "50°2′35″N 125°18′38″W﻿ / ﻿50.04306°N 125.31056°W\n",
      "50.04306\n",
      "-125.31056\n",
      "48°28′37″N 123°59′51″W﻿ / ﻿48.47694°N 123.99750°W\n",
      "48.47694\n",
      "-123.9975\n",
      "49°27′10″N 117°30′55″W﻿ / ﻿49.45278°N 117.51528°W\n",
      "49.45278\n",
      "-117.51528\n",
      "50°0′53″N 125°23′27″W﻿ / ﻿50.01472°N 125.39083°W\n",
      "50.01472\n",
      "-125.39083\n",
      "50°50′14″N 122°51′29″W﻿ / ﻿50.83722°N 122.85806°W\n",
      "50.83722\n",
      "-122.85806\n",
      "49°22′30″N 122°52′07″W﻿ / ﻿49.37500°N 122.86861°W\n",
      "49.375\n",
      "-122.86861\n",
      "52°4′35″N 118°34′0″W﻿ / ﻿52.07639°N 118.56667°W\n",
      "52.07639\n",
      "-118.56667\n",
      "55°58′57″N 121°59′34″W﻿ / ﻿55.98250°N 121.99278°W\n",
      "55.9825\n",
      "-121.99278\n",
      "49°41′15″N 125°2′3″W﻿ / ﻿49.68750°N 125.03417°W\n",
      "49.6875\n",
      "-125.03417\n",
      "51°3′15″N 118°11′40″W﻿ / ﻿51.05417°N 118.19444°W\n",
      "51.05417\n",
      "-118.19444\n",
      "49°11′43″N 122°24′28″W﻿ / ﻿49.19528°N 122.40778°W\n",
      "49.19528\n",
      "-122.40778\n",
      "50°40′23″N 121°55′27″W﻿ / ﻿50.67306°N 121.92417°W\n",
      "50.67306\n",
      "-121.92417\n",
      "49°1′47″N 117°30′11″W﻿ / ﻿49.02972°N 117.50306°W\n",
      "49.02972\n",
      "-117.50306\n",
      "50°17′44″N 118°48′45″W﻿ / ﻿50.29556°N 118.81250°W\n",
      "50.29556\n",
      "-118.8125\n",
      "50°54′11″N 116°24′33″W﻿ / ﻿50.90306°N 116.40917°W\n",
      "50.90306\n",
      "-116.40917\n",
      "49°13′46″N 122°21′17″W﻿ / ﻿49.22944°N 122.35472°W\n",
      "49.22944\n",
      "-122.35472\n",
      "49°59′48″N 125°3′56″W﻿ / ﻿49.99667°N 125.06556°W\n",
      "49.99667\n",
      "-125.06556\n",
      "49°15′1″N 121°36′20″W﻿ / ﻿49.25028°N 121.60556°W\n",
      "49.25028\n",
      "-121.60556\n",
      "50°48′36″N 118°3′53″W﻿ / ﻿50.81000°N 118.06472°W\n",
      "50.81\n",
      "-118.06472\n",
      "49°54′59″N 118°7′0″W﻿ / ﻿49.91639°N 118.11667°W\n",
      "49.91639\n",
      "-118.11667\n",
      "56°11′41″N 120°54′51″W﻿ / ﻿56.19472°N 120.91417°W\n",
      "56.19472\n",
      "-120.91417\n",
      "Total of Operating Stations (MW)\n",
      "49°00′15″N 117°36′43″W﻿ / ﻿49.0040768°N 117.6118693°W\n",
      "49.0040768\n",
      "-117.6118693\n",
      "Total of Operating Stations (MW)\n",
      "50°49′21″N 118°01′46″W﻿ / ﻿50.82250°N 118.02944°W\n",
      "50.8225\n",
      "-118.02944\n",
      "49°20′22″N 117°46′19″W﻿ / ﻿49.33944°N 117.77194°W\n",
      "49.33944\n",
      "-117.77194\n",
      "49°54′51″N 123°19′30″W﻿ / ﻿49.91417°N 123.32500°W\n",
      "49.91417\n",
      "-123.325\n",
      "Tahsis\n",
      "49.9149408\n",
      "-126.6633504\n",
      "49°41′33″N 121°51′37″W﻿ / ﻿49.69250°N 121.86028°W\n",
      "49.6925\n",
      "-121.86028\n",
      "Valemount\n",
      "52.8315124\n",
      "-119.2805793\n",
      "Nelson\n",
      "49.494891\n",
      "-117.290039\n",
      "49°48′41″N 121°27′30″W﻿ / ﻿49.81139°N 121.45833°W\n",
      "49.81139\n",
      "-121.45833\n",
      "50°38′7″N 123°24′12″W﻿ / ﻿50.63528°N 123.40333°W\n",
      "50.63528\n",
      "-123.40333\n",
      "49°33′42″N 123°23′22″W﻿ / ﻿49.56167°N 123.38944°W\n",
      "49.56167\n",
      "-123.38944\n",
      "50°03′28″N 123°07′52″W﻿ / ﻿50.05778°N 123.13111°W\n",
      "50.05778\n",
      "-123.13111\n",
      "49°19′29″N 117°37′12″W﻿ / ﻿49.3246884°N 117.6200366°W\n",
      "49.3246884\n",
      "-117.6200366\n",
      "49°19′23″N 117°37′11″W﻿ / ﻿49.3230941°N 117.6198435°W\n",
      "49.3230941\n",
      "-117.6198435\n",
      "54°01′38″N 129°50′37″W﻿ / ﻿54.02722°N 129.84361°W\n",
      "54.02722\n",
      "-129.84361\n",
      "Ucluelet\n",
      "48.9426817\n",
      "-125.5460498\n",
      "McBride\n",
      "53.304196\n",
      "-120.1640704\n",
      "Port Alberni\n",
      "49.2343668\n",
      "-124.8056517\n",
      "Gabriola Island\n",
      "49.1649047\n",
      "-123.81474571541354\n",
      "49°28′2″N 117°28′0″W﻿ / ﻿49.46722°N 117.46667°W\n",
      "49.46722\n",
      "-117.46667\n",
      "49°52′41″N 123°9′38″W﻿ / ﻿49.87806°N 123.16056°W\n",
      "49.87806\n",
      "-123.16056\n",
      "Gold River\n",
      "49.7807549\n",
      "-126.0473015\n",
      "Terrace\n",
      "54.5172715\n",
      "-128.5995482\n",
      "Port Alberni\n",
      "49.2343668\n",
      "-124.8056517\n",
      "49°46′3″N 122°9′4″W﻿ / ﻿49.76750°N 122.15111°W\n",
      "49.7675\n",
      "-122.15111\n",
      "West Vancouver\n",
      "49.3311208\n",
      "-123.1594791\n",
      "Powell River\n",
      "49.835676\n",
      "-124.5244122\n",
      "McBride\n",
      "53.304196\n",
      "-120.1640704\n",
      "Kelowna\n",
      "49.889326\n",
      "-119.498291\n",
      "49°46′59″N 122°14′5″W﻿ / ﻿49.78306°N 122.23472°W\n",
      "49.78306\n",
      "-122.23472\n",
      "Whistler\n",
      "50.1171903\n",
      "-122.9543022\n",
      "Furry Creek\n",
      "49.5729319\n",
      "-123.22684\n",
      "56°43′30″N 130°40′22″W﻿ / ﻿56.72500°N 130.67278°W\n",
      "56.725\n",
      "-130.67278\n",
      "Ucluelet\n",
      "48.9426817\n",
      "-125.5460498\n",
      "Valemount\n",
      "52.8315124\n",
      "-119.2805793\n",
      "Hope\n",
      "49.3799438\n",
      "-121.4413515\n",
      "Valemount\n",
      "52.8315124\n",
      "-119.2805793\n",
      "50°49′42″N 123°3′24″W﻿ / ﻿50.82833°N 123.05667°W\n",
      "50.82833\n",
      "-123.05667\n",
      "50°34′11″N 124°4′20″W﻿ / ﻿50.56972°N 124.07222°W\n",
      "50.56972\n",
      "-124.07222\n",
      "53°33′48″N 127°56′32″W﻿ / ﻿53.563278°N 127.942167°W\n",
      "53.563278\n",
      "-127.942167\n",
      "Port McNeil\n",
      "30.446968\n",
      "-97.676104\n",
      "50°6′16″N 121°34′25″W﻿ / ﻿50.10444°N 121.57361°W\n",
      "50.10444\n",
      "-121.57361\n",
      "49°33′58″N 122°21′1″W﻿ / ﻿49.56611°N 122.35028°W\n",
      "49.56611\n",
      "-122.35028\n",
      "Powell River\n",
      "49.835676\n",
      "-124.5244122\n",
      "Stewart\n",
      "55.9383088\n",
      "-129.9911761\n",
      "Laidlaw\n",
      "49.3242912\n",
      "-121.6152123\n",
      "Sechelt\n",
      "49.4721147\n",
      "-123.7631244\n",
      "49°27′39″N 117°29′58″W﻿ / ﻿49.46083°N 117.49944°W\n",
      "49.46083\n",
      "-117.49944\n",
      "Sechelt\n",
      "49.4721147\n",
      "-123.7631244\n",
      "Squamish\n",
      "49.6980743\n",
      "-123.1558612\n",
      "Port Alberni\n",
      "49.2343668\n",
      "-124.8056517\n",
      "Grasmere\n",
      "49.1317904\n",
      "-115.0847234\n",
      "McBride\n",
      "53.304196\n",
      "-120.1640704\n",
      "Stewart\n",
      "55.9383088\n",
      "-129.9911761\n",
      "Port Mellon\n",
      "49.5137276\n",
      "-123.4963341\n",
      "Gold River\n",
      "49.7807549\n",
      "-126.0473015\n",
      "Terrace\n",
      "54.5172715\n",
      "-128.5995482\n",
      "Pemberton\n",
      "50.3203804\n",
      "-122.8080783\n",
      "Powell River\n",
      "49.835676\n",
      "-124.5244122\n",
      "Williams Lake\n",
      "52.129081\n",
      "-122.1397346\n",
      "Mission\n",
      "49.1589351\n",
      "-122.2835833\n",
      "Revelstoke\n",
      "50.998045\n",
      "-118.1956709\n",
      "Powell River\n",
      "49.835676\n",
      "-124.5244122\n",
      "McBride\n",
      "53.304196\n",
      "-120.1640704\n",
      "Port Alice\n",
      "50.426893\n",
      "-127.488098\n",
      "Mount Currie\n",
      "50.3184261\n",
      "-122.7206643\n",
      "Agassiz\n",
      "49.233333\n",
      "-121.766667\n",
      "New Denver\n",
      "49.9903309\n",
      "-117.3771836\n",
      "Sechelt\n",
      "49.4721147\n",
      "-123.7631244\n",
      "Sandon\n",
      "49.9761907\n",
      "-117.2294946\n",
      "Squamish\n",
      "49.6980743\n",
      "-123.1558612\n",
      "50°13′34″N 122°54′41″W﻿ / ﻿50.22611°N 122.91139°W\n",
      "50.22611\n",
      "-122.91139\n",
      "Revelstoke\n",
      "50.998045\n",
      "-118.1956709\n",
      "49°27′24″N 117°31′5″W﻿ / ﻿49.45667°N 117.51806°W\n",
      "49.45667\n",
      "-117.51806\n",
      "Port Alberni\n",
      "49.2343668\n",
      "-124.8056517\n",
      "49°42′39″N 122°2′3″W﻿ / ﻿49.71083°N 122.03417°W\n",
      "49.71083\n",
      "-122.03417\n",
      "49°44′27″N 122°9′44″W﻿ / ﻿49.74083°N 122.16222°W\n",
      "49.74083\n",
      "-122.16222\n",
      "Harrison Lake\n",
      "45.70838325\n",
      "-64.27743548590931\n",
      "Sechelt\n",
      "49.4721147\n",
      "-123.7631244\n",
      "Sechelt\n",
      "49.4721147\n",
      "-123.7631244\n",
      "49°27′36″N 117°29′1″W﻿ / ﻿49.46000°N 117.48361°W\n",
      "49.46\n",
      "-117.48361\n",
      "Sechelt\n",
      "49.4721147\n",
      "-123.7631244\n",
      "Pemberton\n",
      "50.3203804\n",
      "-122.8080783\n",
      "Squamish\n",
      "49.6980743\n",
      "-123.1558612\n",
      "49°37′22″N 122°26′58″W﻿ / ﻿49.62278°N 122.44944°W\n",
      "49.62278\n",
      "-122.44944\n",
      "Stewart\n",
      "55.9383088\n",
      "-129.9911761\n",
      "Lillooet\n",
      "50.693938\n",
      "-121.9336912\n",
      "Trail\n",
      "49.099049\n",
      "-117.713013\n",
      "Ucluelet\n",
      "48.9426817\n",
      "-125.5460498\n",
      "Squamish\n",
      "49.6980743\n",
      "-123.1558612\n",
      "Zeballos\n",
      "49.9824012\n",
      "-126.8463439\n",
      "Harrison Lake\n",
      "45.70838325\n",
      "-64.27743548590931\n",
      "Harrison Lake\n",
      "45.70838325\n",
      "-64.27743548590931\n",
      "Sechelt Inlet\n",
      "49.6481048\n",
      "-123.8450399835366\n",
      "Sechelt Inlet\n",
      "49.6481048\n",
      "-123.8450399835366\n",
      "Sechelt Inlet\n",
      "49.6481048\n",
      "-123.8450399835366\n",
      "Valemount\n",
      "52.8315124\n",
      "-119.2805793\n",
      "Blue River\n",
      "59.7350134\n",
      "-129.5179633\n",
      "Whistler\n",
      "50.1171903\n",
      "-122.9543022\n",
      "Hartley Bay\n",
      "53.4256494\n",
      "-129.2530821\n",
      "Total of Operating Stations (MW)\n",
      "150 Mile House\n",
      "52.1166842\n",
      "-121.9373634\n",
      "Armstrong\n",
      "50.302131\n",
      "-89.0373698\n",
      "Burnaby\n",
      "49.2433804\n",
      "-122.9725459\n",
      "Cache Creek\n",
      "50.8131736\n",
      "-121.3242108\n",
      "Quesnel\n",
      "52.9794279\n",
      "-122.4936273\n",
      "Nanaimo\n",
      "49.1637594\n",
      "-123.9379719\n",
      "Castlegar\n",
      "49.316171\n",
      "-117.663574\n",
      "Chetwynd\n",
      "55.6958928\n",
      "-121.6381789\n",
      "Mackenzie\n",
      "55.3243966\n",
      "-123.0926095\n",
      "Sparwood\n",
      "49.7332695\n",
      "-114.8858477\n",
      "Fort St. James\n",
      "54.4446952\n",
      "-124.2596983\n",
      "Fraser Lake\n",
      "54.0602917\n",
      "-124.8439627\n",
      "Richmond\n",
      "49.163168\n",
      "-123.137414\n",
      "Nanaimo\n",
      "49.1637594\n",
      "-123.9379719\n",
      "Nanaimo\n",
      "49.1637594\n",
      "-123.9379719\n",
      "Victoria\n",
      "48.4283182\n",
      "-123.3649533\n",
      "Port Mellon\n",
      "49.5137276\n",
      "-123.4963341\n",
      "Prince George\n",
      "53.9128645\n",
      "-122.7453699\n",
      "Kamloops\n",
      "50.6758269\n",
      "-120.3394159\n",
      "Golden\n",
      "51.2982585\n",
      "-116.9642785\n",
      "Merritt\n",
      "50.111704\n",
      "-120.7884227\n",
      "Nanaimo\n",
      "49.1637594\n",
      "-123.9379719\n",
      "Prince George\n",
      "53.9128645\n",
      "-122.7453699\n",
      "Prince George\n",
      "53.9128645\n",
      "-122.7453699\n",
      "Powell River\n",
      "49.835676\n",
      "-124.5244122\n",
      "Savona\n",
      "50.7534762\n",
      "-120.843324\n",
      "Skookumchuk\n",
      "49.5227142\n",
      "-123.770556\n",
      "Kelowna\n",
      "49.889326\n",
      "-119.498291\n",
      "Delta\n",
      "49.0846258\n",
      "-123.0579384\n",
      "Williams Lake\n",
      "52.129081\n",
      "-122.1397346\n",
      "Total of Operating Stations (MW)\n",
      "Kimberley\n",
      "49.6850876\n",
      "-115.9819477\n",
      "Hanceville\n",
      "51.9171633\n",
      "-123.034084\n",
      "Total of Operating Stations (MW)\n",
      "Dawson Creek\n",
      "55.7605306\n",
      "-120.2364453\n",
      "Port Hardy\n",
      "50.7244402\n",
      "-127.4976081\n",
      "Chetwynd\n",
      "55.6958928\n",
      "-121.6381789\n",
      "Tumbler Ridge\n",
      "55.1262007\n",
      "-120.998067\n",
      "49°55′26″N 120°6′14″W﻿ / ﻿49.92389°N 120.10389°W\n",
      "49.92389\n",
      "-120.10389\n",
      "49°22′15″N 123°5′56″W﻿ / ﻿49.37083°N 123.09889°W\n",
      "49.37083\n",
      "-123.09889\n",
      "Tumbler Ridge\n",
      "55.1262007\n",
      "-120.998067\n",
      "49°39′39″N 120°8′13″W﻿ / ﻿49.66083°N 120.13694°W\n",
      "49.66083\n",
      "-120.13694\n",
      "Tumbler Ridge\n",
      "55.1262007\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-120.998067\n",
      "Taylor\n",
      "56.159227\n",
      "-120.6867691\n",
      "Total of Operating Stations (MW)\n",
      "58°43′26″N 122°42′4″W﻿ / ﻿58.72389°N 122.70111°W\n",
      "58.72389\n",
      "-122.70111\n",
      "Delta\n",
      "49.0846258\n",
      "-123.0579384\n",
      "Campbell River\n",
      "50.023071\n",
      "-125.2441538\n",
      "Taylor\n",
      "56.159227\n",
      "-120.6867691\n",
      "54°17′0″N 130°18′25″W﻿ / ﻿54.28333°N 130.30694°W\n",
      "54.28333\n",
      "-130.30694\n",
      "49°17′56″N 122°53′25″W﻿ / ﻿49.29889°N 122.89028°W\n",
      "49.29889\n",
      "-122.89028\n",
      "Total of Operating Stations (MW)\n",
      "52°21′35″N 126°42′45″W﻿ / ﻿52.35972°N 126.71250°W\n",
      "52.35972\n",
      "-126.7125\n",
      "52°28′0″N 125°19′0″W﻿ / ﻿52.46667°N 125.31667°W\n",
      "52.46667\n",
      "-125.31667\n",
      "59°34′28″N 133°41′57″W﻿ / ﻿59.57444°N 133.69917°W\n",
      "59.57444\n",
      "-133.69917\n",
      "52°09′52″N 128°8′42″W﻿ / ﻿52.16444°N 128.14500°W\n",
      "52.16444\n",
      "-128.145\n",
      "52°22′13″N 126°48′51″W﻿ / ﻿52.37028°N 126.81417°W\n",
      "52.37028\n",
      "-126.81417\n",
      "58°26′20″N 130°0′50″W﻿ / ﻿58.43889°N 130.01389°W\n",
      "58.43889\n",
      "-130.01389\n",
      "57°46′18″N 129°58′46″W﻿ / ﻿57.77167°N 129.97944°W\n",
      "57.77167\n",
      "-129.97944\n",
      "49°01′14″N 125°02′06″W﻿ / ﻿49.02056°N 125.03500°W\n",
      "49.02056\n",
      "-125.035\n",
      "59°16′55″N 129°18′10″W﻿ / ﻿59.28194°N 129.30278°W\n",
      "59.28194\n",
      "-129.30278\n",
      "53°25′30″N 129°15′07″W﻿ / ﻿53.42500°N 129.25194°W\n",
      "53.425\n",
      "-129.25194\n",
      "Dease Lake\n",
      "58.4378352\n",
      "-129.9954981\n",
      "57°25′26″N 125°37′55″W﻿ / ﻿57.42389°N 125.63194°W\n",
      "57.42389\n",
      "-125.63194\n",
      "57°25′26″N 125°37′55″W﻿ / ﻿57.42389°N 125.63194°W\n",
      "57.42389\n",
      "-125.63194\n",
      "Malibu\n",
      "45.9482191\n",
      "-75.8745834\n",
      "54°1′13″N 132°6′48″W﻿ / ﻿54.02028°N 132.11333°W\n",
      "54.02028\n",
      "-132.11333\n",
      "53°18′23″N 120°10′02″W﻿ / ﻿53.30639°N 120.16722°W\n",
      "53.30639\n",
      "-120.16722\n",
      "Haida Gwaii\n",
      "52.689369299999996\n",
      "-131.89407508944993\n",
      "Ocean Falls\n",
      "52.350441\n",
      "-127.689972\n",
      "Atlin\n",
      "59.5744934\n",
      "-133.7043181\n",
      "53°14′8″N 131°52′46″W﻿ / ﻿53.23556°N 131.87944°W\n",
      "53.23556\n",
      "-131.87944\n",
      "55°29′00″N 125°58′25″W﻿ / ﻿55.48333°N 125.97361°W\n",
      "55.48333\n",
      "-125.97361\n",
      "57°54′14″N 131°10′18″W﻿ / ﻿57.90389°N 131.17167°W\n",
      "57.90389\n",
      "-131.17167\n",
      "56°46′37″N 124°56′32″W﻿ / ﻿56.77694°N 124.94222°W\n",
      "56.77694\n",
      "-124.94222\n",
      "58°50′44″N 125°13′22″W﻿ / ﻿58.84556°N 125.22278°W\n",
      "58.84556\n",
      "-125.22278\n",
      "Total of Operating Stations (MW)\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(bc_df)\n",
    "bc_df=bc_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Aberfeldie Dam</td>\n",
       "      <td>49°29′56″N 115°21′2″W﻿ / ﻿49.49889°N 115.35056°W</td>\n",
       "      <td>49.4989</td>\n",
       "      <td>-115.351</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>25.0</td>\n",
       "      <td>1953</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Alouette Lake</td>\n",
       "      <td>49°17′10″N 122°29′14″W﻿ / ﻿49.28611°N 122.48722°W</td>\n",
       "      <td>49.2861</td>\n",
       "      <td>-122.487</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1928</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ash River</td>\n",
       "      <td>49°22′30″N 125°9′12″W﻿ / ﻿49.37500°N 125.15333°W</td>\n",
       "      <td>49.375</td>\n",
       "      <td>-125.153</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>28.0</td>\n",
       "      <td>1959</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bridge River</td>\n",
       "      <td>50°43′54″N 122°14′33″W﻿ / ﻿50.73167°N 122.24250°W</td>\n",
       "      <td>50.7317</td>\n",
       "      <td>-122.243</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>478.0</td>\n",
       "      <td>1948</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cheakamus</td>\n",
       "      <td>49°56′4″N 123°17′21″W﻿ / ﻿49.93444°N 123.28917°W</td>\n",
       "      <td>49.9344</td>\n",
       "      <td>-123.289</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>158.0</td>\n",
       "      <td>1957</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Name                                           Location      lat  \\\n",
       "0  Aberfeldie Dam   49°29′56″N 115°21′2″W﻿ / ﻿49.49889°N 115.35056°W  49.4989   \n",
       "1   Alouette Lake  49°17′10″N 122°29′14″W﻿ / ﻿49.28611°N 122.48722°W  49.2861   \n",
       "2       Ash River   49°22′30″N 125°9′12″W﻿ / ﻿49.37500°N 125.15333°W   49.375   \n",
       "3    Bridge River  50°43′54″N 122°14′33″W﻿ / ﻿50.73167°N 122.24250°W  50.7317   \n",
       "4       Cheakamus   49°56′4″N 123°17′21″W﻿ / ﻿49.93444°N 123.28917°W  49.9344   \n",
       "\n",
       "       lon           Type  Capacity  Date Owner  \n",
       "0 -115.351  Hydroelectric      25.0  1953   NaN  \n",
       "1 -122.487  Hydroelectric       9.0  1928   NaN  \n",
       "2 -125.153  Hydroelectric      28.0  1959   NaN  \n",
       "3 -122.243  Hydroelectric     478.0  1948   NaN  \n",
       "4 -123.289  Hydroelectric     158.0  1957   NaN  "
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bc_df=bc_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "bc_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "53°9′29″N 99°17′33″W﻿ / ﻿53.15806°N 99.29250°W\n",
      "53.15806\n",
      "-99.2925\n",
      "50°27′47″N 96°0′11″W﻿ / ﻿50.46306°N 96.00306°W\n",
      "50.46306\n",
      "-96.00306\n",
      "54°32′36″N 98°1′36″W﻿ / ﻿54.54333°N 98.02667°W\n",
      "54.54333\n",
      "-98.02667\n",
      "56°2′21″N 96°31′54″W﻿ / ﻿56.03917°N 96.53167°W\n",
      "56.03917\n",
      "-96.53167\n",
      "56°23′3″N 94°37′54″W﻿ / ﻿56.38417°N 94.63167°W\n",
      "56.38417\n",
      "-94.63167\n",
      "Laurie River\n",
      "56.5269234\n",
      "-101.1989003\n",
      "Laurie River\n",
      "56.5269234\n",
      "-101.1989003\n",
      "56°30′25″N 94°6′25″W﻿ / ﻿56.50694°N 94.10694°W\n",
      "56.50694\n",
      "-94.10694\n",
      "56°24′1″N 94°22′10″W﻿ / ﻿56.40028°N 94.36944°W\n",
      "56.40028\n",
      "-94.36944\n",
      "50°23′51″N 95°59′31″W﻿ / ﻿50.39750°N 95.99194°W\n",
      "50.3975\n",
      "-95.99194\n",
      "50°34′5″N 96°10′37″W﻿ / ﻿50.56806°N 96.17694°W\n",
      "50.56806\n",
      "-96.17694\n",
      "50°18′2″N 95°32′39″W﻿ / ﻿50.30056°N 95.54417°W\n",
      "50.30056\n",
      "-95.54417\n",
      "50°7′13″N 96°0′44″W﻿ / ﻿50.12028°N 96.01222°W\n",
      "50.12028\n",
      "-96.01222\n",
      "50°13′21″N 95°34′6″W﻿ / ﻿50.22250°N 95.56833°W\n",
      "50.2225\n",
      "-95.56833\n",
      "55°32′16″N 98°29′46″W﻿ / ﻿55.5378596°N 98.4960365°W\n",
      "55.5378596\n",
      "-98.4960365\n",
      "St. Leon\n",
      "49.3628834\n",
      "-98.5906285\n",
      "Montcalm\n",
      "45.9427768\n",
      "-74.5466855\n",
      "49°50′44″N 99°53′16″W﻿ / ﻿49.84556°N 99.88778°W\n",
      "49.84556\n",
      "-99.88778\n",
      "50°8′32″N 96°53′3″W﻿ / ﻿50.14222°N 96.88417°W\n",
      "50.14222\n",
      "-96.88417\n",
      "Brochet\n",
      "57.8808266\n",
      "-101.6715086\n",
      "Lac Brochet\n",
      "49.37749685\n",
      "-82.09810233135602\n",
      "Shamattawa\n",
      "55.8608747\n",
      "-92.0897947\n",
      "Tadoule Lake\n",
      "58.7194961\n",
      "-98.4858764\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(manitoba_df)\n",
    "manitoba_df=manitoba_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Grand Rapids Generating Station</td>\n",
       "      <td>53°9′29″N 99°17′33″W﻿ / ﻿53.15806°N 99.29250°W</td>\n",
       "      <td>53.15806</td>\n",
       "      <td>-99.29250</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>479</td>\n",
       "      <td>1965</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Great Falls Dam</td>\n",
       "      <td>50°27′47″N 96°0′11″W﻿ / ﻿50.46306°N 96.00306°W</td>\n",
       "      <td>50.46306</td>\n",
       "      <td>-96.00306</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>129</td>\n",
       "      <td>1922</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Jenpeg Generating Station</td>\n",
       "      <td>54°32′36″N 98°1′36″W﻿ / ﻿54.54333°N 98.02667°W</td>\n",
       "      <td>54.54333</td>\n",
       "      <td>-98.02667</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>122</td>\n",
       "      <td>1979</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Kelsey Generating Station</td>\n",
       "      <td>56°2′21″N 96°31′54″W﻿ / ﻿56.03917°N 96.53167°W</td>\n",
       "      <td>56.03917</td>\n",
       "      <td>-96.53167</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>287</td>\n",
       "      <td>1957</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Kettle Generating Station</td>\n",
       "      <td>56°23′3″N 94°37′54″W﻿ / ﻿56.38417°N 94.63167°W</td>\n",
       "      <td>56.38417</td>\n",
       "      <td>-94.63167</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1220</td>\n",
       "      <td>1970</td>\n",
       "      <td>Manitoba Hydro</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                              Name  \\\n",
       "0  Grand Rapids Generating Station   \n",
       "1                  Great Falls Dam   \n",
       "2        Jenpeg Generating Station   \n",
       "3        Kelsey Generating Station   \n",
       "4        Kettle Generating Station   \n",
       "\n",
       "                                         Location       lat       lon  \\\n",
       "0  53°9′29″N 99°17′33″W﻿ / ﻿53.15806°N 99.29250°W  53.15806 -99.29250   \n",
       "1  50°27′47″N 96°0′11″W﻿ / ﻿50.46306°N 96.00306°W  50.46306 -96.00306   \n",
       "2  54°32′36″N 98°1′36″W﻿ / ﻿54.54333°N 98.02667°W  54.54333 -98.02667   \n",
       "3  56°2′21″N 96°31′54″W﻿ / ﻿56.03917°N 96.53167°W  56.03917 -96.53167   \n",
       "4  56°23′3″N 94°37′54″W﻿ / ﻿56.38417°N 94.63167°W  56.38417 -94.63167   \n",
       "\n",
       "            Type  Capacity  Date           Owner  \n",
       "0  Hydroelectric       479  1965  Manitoba Hydro  \n",
       "1  Hydroelectric       129  1922  Manitoba Hydro  \n",
       "2  Hydroelectric       122  1979  Manitoba Hydro  \n",
       "3  Hydroelectric       287  1957  Manitoba Hydro  \n",
       "4  Hydroelectric      1220  1970  Manitoba Hydro  "
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "manitoba_df=manitoba_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "manitoba_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saint John\n",
      "45.278752\n",
      "-66.058044\n",
      "Belledune\n",
      "47.8926616\n",
      "-65.8237545\n",
      "Saint John\n",
      "45.278752\n",
      "-66.058044\n",
      "Grand Manan\n",
      "Millbank\n",
      "47.0618175\n",
      "-65.4539059\n",
      "Sainte-Rose\n",
      "45.6252619\n",
      "-73.7644341\n",
      "Saint John\n",
      "45.278752\n",
      "-66.058044\n",
      "45°04′10″N 66°27′20″W﻿ / ﻿45.06944°N 66.45556°W\n",
      "45.06944\n",
      "-66.45556\n",
      "46°32′32″N 67°40′09″W﻿ / ﻿46.542253°N 67.669276°W\n",
      "46.542253\n",
      "-67.669276\n",
      "47°03′00″N 67°44′33″W﻿ / ﻿47.0500811°N 67.7425575°W\n",
      "47.0500811\n",
      "-67.7425575\n",
      "46°31′02″N 67°35′45″W﻿ / ﻿46.517212°N 67.595713°W\n",
      "46.517212\n",
      "-67.595713\n",
      "45°57′18″N 66°52′03″W﻿ / ﻿45.954969°N 66.867514°W\n",
      "45.954969\n",
      "-66.867514\n",
      "Edmundston\n",
      "47.364409\n",
      "-68.328094\n",
      "45°10′32″N 67°17′34″W﻿ / ﻿45.175426°N 67.292895°W\n",
      "45.175426\n",
      "-67.292895\n",
      "47°24′17″N 65°47′36″W﻿ / ﻿47.4047977°N 65.7932138°W\n",
      "47.4047977\n",
      "-65.7932138\n",
      "Edmundston\n",
      "47.364409\n",
      "-68.328094\n",
      "47°16′03″N 67°14′49″W﻿ / ﻿47.267621°N 67.246891°W\n",
      "47.267621\n",
      "-67.246891\n",
      "45°07′41″N 66°49′44″W﻿ / ﻿45.128158°N 66.828844°W\n",
      "45.128158\n",
      "-66.828844\n",
      "46°48′35″N 67°46′00″W﻿ / ﻿46.8098266°N 67.7665365°W\n",
      "46.8098266\n",
      "-67.7665365\n",
      "46°46′49″N 67°41′42″W﻿ / ﻿46.780339°N 67.695089°W\n",
      "46.780339\n",
      "-67.695089\n",
      "70 km west of Bathurst\n",
      "Edmundston\n",
      "47.364409\n",
      "-68.328094\n",
      "Lamèque Island\n",
      "47.7951097\n",
      "-64.6473971\n",
      "Riverside-Albert\n",
      "45.7481134\n",
      "-64.7419269\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(nb_df)\n",
    "nb_df=nb_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bayside Power</td>\n",
       "      <td>Saint John</td>\n",
       "      <td>45.2788</td>\n",
       "      <td>-66.058</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>290.0</td>\n",
       "      <td>1999</td>\n",
       "      <td>NB Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Belledune Generating Station</td>\n",
       "      <td>Belledune</td>\n",
       "      <td>47.8927</td>\n",
       "      <td>-65.8238</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>467.0</td>\n",
       "      <td>1993</td>\n",
       "      <td>NB Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Coleson Cove Generating Station</td>\n",
       "      <td>Saint John</td>\n",
       "      <td>45.2788</td>\n",
       "      <td>-66.058</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>972.0</td>\n",
       "      <td>1976</td>\n",
       "      <td>NB Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Grand Manan Generating Station</td>\n",
       "      <td>Grand Manan</td>\n",
       "      <td>NAN</td>\n",
       "      <td>NAN</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>29.0</td>\n",
       "      <td>1989</td>\n",
       "      <td>NB Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Millbank Generating Station</td>\n",
       "      <td>Millbank</td>\n",
       "      <td>47.0618</td>\n",
       "      <td>-65.4539</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>397.0</td>\n",
       "      <td>1991</td>\n",
       "      <td>NB Power</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                              Name     Location      lat      lon  \\\n",
       "0                    Bayside Power   Saint John  45.2788  -66.058   \n",
       "1     Belledune Generating Station    Belledune  47.8927 -65.8238   \n",
       "2  Coleson Cove Generating Station   Saint John  45.2788  -66.058   \n",
       "3   Grand Manan Generating Station  Grand Manan      NAN      NAN   \n",
       "4      Millbank Generating Station     Millbank  47.0618 -65.4539   \n",
       "\n",
       "          Type  Capacity  Date     Owner  \n",
       "0  Fossil Fuel     290.0  1999  NB Power  \n",
       "1  Fossil Fuel     467.0  1993  NB Power  \n",
       "2  Fossil Fuel     972.0  1976  NB Power  \n",
       "3  Fossil Fuel      29.0  1989  NB Power  \n",
       "4  Fossil Fuel     397.0  1991  NB Power  "
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nb_df=nb_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "nb_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "47°59′25″N 55°47′59″W﻿ / ﻿47.9901514°N 55.7996249°W\n",
      "47.9901514\n",
      "-55.7996249\n",
      "49°00′55.3″N 55°28′19.8″W﻿ / ﻿49.015361°N 55.472167°W\n",
      "49.015361\n",
      "-55.472167\n",
      "Buchans\n",
      "48.8241243\n",
      "-56.8608253\n",
      "47°05′45.3″N 52°56′13.9″W﻿ / ﻿47.095917°N 52.937194°W\n",
      "47.095917\n",
      "-52.937194\n",
      "50°01′39″N 56°45′55″W﻿ / ﻿50.02750°N 56.76528°W\n",
      "50.0275\n",
      "-56.76528\n",
      "53°31′32″N 63°57′25″W﻿ / ﻿53.52556°N 63.95694°W\n",
      "53.52556\n",
      "-63.95694\n",
      "49°10′11.7″N 57°26′10.5″W﻿ / ﻿49.169917°N 57.436250°W\n",
      "49.169917\n",
      "-57.43625\n",
      "Fall Pond\n",
      "49.3244663\n",
      "-55.49858697727929\n",
      "48°55′31.5″N 55°40′04.2″W﻿ / ﻿48.925417°N 55.667833°W\n",
      "48.925417\n",
      "-55.667833\n",
      "48°11′47.6″N 56°48′54.9″W﻿ / ﻿48.196556°N 56.815250°W\n",
      "48.196556\n",
      "-56.81525\n",
      "47°51′46.1″N 53°22′32.6″W﻿ / ﻿47.862806°N 53.375722°W\n",
      "47.862806\n",
      "-53.375722\n",
      "49°04′56.9″N 57°12′04.9″W﻿ / ﻿49.082472°N 57.201361°W\n",
      "49.082472\n",
      "-57.201361\n",
      "47°07′55.2″N 52°58′53.7″W﻿ / ﻿47.132000°N 52.981583°W\n",
      "47.132\n",
      "-52.981583\n",
      "46°56′52.6″N 55°32′10.3″W﻿ / ﻿46.947944°N 55.536194°W\n",
      "46.947944\n",
      "-55.536194\n",
      "46°55′43.3″N 55°21′27.4″W﻿ / ﻿46.928694°N 55.357611°W\n",
      "46.928694\n",
      "-55.357611\n",
      "48°24′03.4″N 53°22′43.3″W﻿ / ﻿48.400944°N 53.378694°W\n",
      "48.400944\n",
      "-53.378694\n",
      "Lookout Brook\n",
      "48.368583\n",
      "-58.2997063\n",
      "54°28′16″N 66°36′45″W﻿ / ﻿54.47111°N 66.61250°W\n",
      "54.47111\n",
      "-66.6125\n",
      "47°14′52.3″N 52°50′30.5″W﻿ / ﻿47.247861°N 52.841806°W\n",
      "47.247861\n",
      "-52.841806\n",
      "48°01′44.9″N 53°12′36.9″W﻿ / ﻿48.029139°N 53.210250°W\n",
      "48.029139\n",
      "-53.21025\n",
      "49°04′03.1″N 55°17′53.6″W﻿ / ﻿49.067528°N 55.298222°W\n",
      "49.067528\n",
      "-55.298222\n",
      "47°37′05.2″N 54°25′53.7″W﻿ / ﻿47.618111°N 54.431583°W\n",
      "47.618111\n",
      "-54.431583\n",
      "47°27′55.2″N 52°42′44.6″W﻿ / ﻿47.465333°N 52.712389°W\n",
      "47.465333\n",
      "-52.712389\n",
      "Pierre's Brook\n",
      "49.2766247\n",
      "-123.119889\n",
      "Pitman's Pond\n",
      "47.98060605\n",
      "-53.20761006159496\n",
      "48°29′53.2″N 53°05′24.0″W﻿ / ﻿48.498111°N 53.090000°W\n",
      "48.498111\n",
      "-53.09\n",
      "Jackson's Arm\n",
      "49.8668773\n",
      "-56.7771904\n",
      "Rocky Pond\n",
      "52.48346085\n",
      "-56.462752786506755\n",
      "Roddickton\n",
      "50.85\n",
      "-56.116667\n",
      "Rose Blanche\n",
      "47.6127759\n",
      "-58.6947173\n",
      "Sandy Brook\n",
      "48.7416185\n",
      "-55.7975683\n",
      "47°27′26.6″N 53°04′03.9″W﻿ / ﻿47.457389°N 53.067750°W\n",
      "47.457389\n",
      "-53.06775\n",
      "Baie Verte Peninsula\n",
      "50.0121815\n",
      "-55.9352603\n",
      "48°33′08.1″N 57°12′20.4″W﻿ / ﻿48.552250°N 57.205667°W\n",
      "48.55225\n",
      "-57.205667\n",
      "47°32′22.2″N 52°55′08.6″W﻿ / ﻿47.539500°N 52.919056°W\n",
      "47.5395\n",
      "-52.919056\n",
      "47°12′38.1″N 52°50′54.3″W﻿ / ﻿47.210583°N 52.848417°W\n",
      "47.210583\n",
      "-52.848417\n",
      "53°29′41″N 64°32′24″W﻿ / ﻿53.49481°N 64.5400053°W\n",
      "53.49481\n",
      "-64.5400053\n",
      "48°11′00.9″N 56°10′22.9″W﻿ / ﻿48.183583°N 56.173028°W\n",
      "48.183583\n",
      "-56.173028\n",
      "47°46′30.4″N 53°12′55.7″W﻿ / ﻿47.775111°N 53.215472°W\n",
      "47.775111\n",
      "-53.215472\n",
      "Corner Brook\n",
      "48.95317\n",
      "-57.947388\n",
      "West Brook\n",
      "45.5568729\n",
      "-64.2992249\n",
      "Fermeuse\n",
      "46.9722855\n",
      "-52.9586949\n",
      "Ramea\n",
      "47.5233239\n",
      "-57.3871369\n",
      "St. Lawrence\n",
      "46.9154758\n",
      "-55.3942687\n",
      "Corner Brook\n",
      "48.95317\n",
      "-57.947388\n",
      "47°27′10″N 53°05′43″W﻿ / ﻿47.45278°N 53.09528°W\n",
      "47.45278\n",
      "-53.09528\n",
      "47°31′29.6″N 52°50′49.8″W﻿ / ﻿47.524889°N 52.847167°W\n",
      "47.524889\n",
      "-52.847167\n",
      "Stephenville\n",
      "48.5452022\n",
      "-58.5871146\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(nfl_df)\n",
    "nfl_df=nfl_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bay d'Espoir Hydroelectric Power Station</td>\n",
       "      <td>47°59′25″N 55°47′59″W﻿ / ﻿47.9901514°N 55.7996...</td>\n",
       "      <td>47.990151</td>\n",
       "      <td>-55.799625</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>604.00</td>\n",
       "      <td>1967</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bishop's Falls</td>\n",
       "      <td>49°00′55.3″N 55°28′19.8″W﻿ / ﻿49.015361°N 55.4...</td>\n",
       "      <td>49.015361</td>\n",
       "      <td>-55.472167</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>22.00</td>\n",
       "      <td>1916/2003</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Buchans Dam</td>\n",
       "      <td>Buchans</td>\n",
       "      <td>48.824124</td>\n",
       "      <td>-56.860825</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1.85</td>\n",
       "      <td>1988</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cape Broyle</td>\n",
       "      <td>47°05′45.3″N 52°56′13.9″W﻿ / ﻿47.095917°N 52.9...</td>\n",
       "      <td>47.095917</td>\n",
       "      <td>-52.937194</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>6.28</td>\n",
       "      <td>1952</td>\n",
       "      <td>Newfoundland Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cat Arm Hydroelectric Development</td>\n",
       "      <td>50°01′39″N 56°45′55″W﻿ / ﻿50.02750°N 56.76528°W</td>\n",
       "      <td>50.027500</td>\n",
       "      <td>-56.765280</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>127.00</td>\n",
       "      <td>1985</td>\n",
       "      <td>Newfoundland and Labrador Hydro</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                       Name  \\\n",
       "0  Bay d'Espoir Hydroelectric Power Station   \n",
       "1                            Bishop's Falls   \n",
       "2                               Buchans Dam   \n",
       "3                               Cape Broyle   \n",
       "4         Cat Arm Hydroelectric Development   \n",
       "\n",
       "                                            Location        lat        lon  \\\n",
       "0  47°59′25″N 55°47′59″W﻿ / ﻿47.9901514°N 55.7996...  47.990151 -55.799625   \n",
       "1  49°00′55.3″N 55°28′19.8″W﻿ / ﻿49.015361°N 55.4...  49.015361 -55.472167   \n",
       "2                                            Buchans  48.824124 -56.860825   \n",
       "3  47°05′45.3″N 52°56′13.9″W﻿ / ﻿47.095917°N 52.9...  47.095917 -52.937194   \n",
       "4    50°01′39″N 56°45′55″W﻿ / ﻿50.02750°N 56.76528°W  50.027500 -56.765280   \n",
       "\n",
       "            Type  Capacity       Date                            Owner  \n",
       "0  Hydroelectric    604.00       1967  Newfoundland and Labrador Hydro  \n",
       "1  Hydroelectric     22.00  1916/2003  Newfoundland and Labrador Hydro  \n",
       "2  Hydroelectric      1.85       1988  Newfoundland and Labrador Hydro  \n",
       "3  Hydroelectric      6.28       1952               Newfoundland Power  \n",
       "4  Hydroelectric    127.00       1985  Newfoundland and Labrador Hydro  "
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nfl_df=nfl_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "nfl_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Yellowknife\n",
      "62.4540807\n",
      "-114.377385\n",
      "Snare River\n",
      "63.24908805\n",
      "-116.32871217348037\n",
      "Snare River\n",
      "63.24908805\n",
      "-116.32871217348037\n",
      "Snare River\n",
      "63.24908805\n",
      "-116.32871217348037\n",
      "Snare River\n",
      "63.24908805\n",
      "-116.32871217348037\n",
      "Fort Smith\n",
      "60.005852\n",
      "-111.890259\n",
      "Aklavik\n",
      "68.2182579\n",
      "-135.0135855\n",
      "Behchokö\n",
      "63.9062042\n",
      "-116.18624678802317\n",
      "Buffalo Junction\n",
      "51.88370405\n",
      "-101.55472552743929\n",
      "Colville Lake\n",
      "67.02961255\n",
      "-126.09393496063012\n",
      "Deline\n",
      "65.18813655\n",
      "-123.4224179978234\n",
      "Fort Good Hope\n",
      "66.2576923\n",
      "-128.6239818\n",
      "Fort Liard\n",
      "60.2418562\n",
      "-123.4616091\n",
      "Fort McPherson\n",
      "67.4364612\n",
      "-134.8833187\n",
      "Fort Resolution\n",
      "61.1705889\n",
      "-113.6735624\n",
      "Fort Simpson\n",
      "61.8631427\n",
      "-121.3542768\n",
      "Fort Smith\n",
      "60.005852\n",
      "-111.890259\n",
      "Gameti\n",
      "64.1127517\n",
      "-117.3515089\n",
      "Inuvik (Gas)\n",
      "Inuvik (Diesel)\n",
      "Jean Marie River\n",
      "61.5263544\n",
      "-120.6270012\n",
      "Lutsel K'e\n",
      "62.4065739\n",
      "-110.7346434\n",
      "Nahanni Butte\n",
      "61.02936355\n",
      "-123.3831791595928\n",
      "Norman Wells\n",
      "65.282401\n",
      "-126.8327253\n",
      "Paulatuk\n",
      "69.345038\n",
      "-124.0585164\n",
      "Sachs Harbour\n",
      "71.9859175\n",
      "-125.241094\n",
      "Fort Smith\n",
      "60.005852\n",
      "-111.890259\n",
      "Tsiigehtchic\n",
      "67.43052435\n",
      "-133.71569341772255\n",
      "Tuktoyaktuk\n",
      "69.4465095\n",
      "-133.0340333538775\n",
      "Tulita\n",
      "64.9019115\n",
      "-125.5719263\n",
      "Ulukhaktok\n",
      "70.7385729\n",
      "-117.7626331\n",
      "Whati\n",
      "63.1528822\n",
      "-117.23439073204811\n",
      "Wrigley\n",
      "63.20454495\n",
      "-123.40774664473373\n",
      "Yellowknife\n",
      "62.4540807\n",
      "-114.377385\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(nwt_df)\n",
    "nwt_df=nwt_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bluefish Hydro</td>\n",
       "      <td>Yellowknife</td>\n",
       "      <td>62.4541</td>\n",
       "      <td>-114.377</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>7.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NTPC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Snare Cascades</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>63.2491</td>\n",
       "      <td>-116.329</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>4.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NTPC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Snare Falls</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>63.2491</td>\n",
       "      <td>-116.329</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>7.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NTPC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Snare Forks</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>63.2491</td>\n",
       "      <td>-116.329</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>9.15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NTPC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Snare Rapids</td>\n",
       "      <td>Snare River</td>\n",
       "      <td>63.2491</td>\n",
       "      <td>-116.329</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NTPC</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Name     Location      lat      lon           Type  Capacity  \\\n",
       "0  Bluefish Hydro  Yellowknife  62.4541 -114.377  Hydroelectric      7.50   \n",
       "1  Snare Cascades  Snare River  63.2491 -116.329  Hydroelectric      4.30   \n",
       "2     Snare Falls  Snare River  63.2491 -116.329  Hydroelectric      7.50   \n",
       "3     Snare Forks  Snare River  63.2491 -116.329  Hydroelectric      9.15   \n",
       "4    Snare Rapids  Snare River  63.2491 -116.329  Hydroelectric      8.50   \n",
       "\n",
       "   Date Owner  \n",
       "0   NaN  NTPC  \n",
       "1   NaN  NTPC  \n",
       "2   NaN  NTPC  \n",
       "3   NaN  NTPC  \n",
       "4   NaN  NTPC  "
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nwt_df=nwt_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "nwt_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "44°42′54″N 63°36′35″W﻿ / ﻿44.71500°N 63.60972°W\n",
      "44.715\n",
      "-63.60972\n",
      "46°14′12″N 60°2′14″W﻿ / ﻿46.23667°N 60.03722°W\n",
      "46.23667\n",
      "-60.03722\n",
      "46°19′12″N 60°19′50″W﻿ / ﻿46.32000°N 60.33056°W\n",
      "46.32\n",
      "-60.33056\n",
      "45°35′14″N 61°20′53″W﻿ / ﻿45.58722°N 61.34806°W\n",
      "45.58722\n",
      "-61.34806\n",
      "45°37′13″N 62°38′53″W﻿ / ﻿45.62028°N 62.64806°W\n",
      "45.62028\n",
      "-62.64806\n",
      "44°40′35″N 63°35′46″W﻿ / ﻿44.67639°N 63.59611°W\n",
      "44.67639\n",
      "-63.59611\n",
      "43°51′38″N 65°59′35″W﻿ / ﻿43.86056°N 65.99306°W\n",
      "43.86056\n",
      "-65.99306\n",
      "46°9′43″N 60°6′46″W﻿ / ﻿46.16194°N 60.11278°W\n",
      "46.16194\n",
      "-60.11278\n",
      "Brooklyn\n",
      "44.0597128\n",
      "-64.6809772\n",
      "Port Hawkesbury\n",
      "45.6180851\n",
      "-61.3574589\n",
      "Annapolis\n",
      "44.7064932\n",
      "-65.2498142\n",
      "44°45′07″N 65°30′40″W﻿ / ﻿44.75194°N 65.51111°W\n",
      "44.75194\n",
      "-65.51111\n",
      "Avon\n",
      "42.9075901\n",
      "-80.9329478\n",
      "Bear River\n",
      "44.5788526\n",
      "-65.635586\n",
      "Black River\n",
      "45.0086264\n",
      "-64.4108718\n",
      "Dickie Brook\n",
      "47.8755238\n",
      "-66.2402692\n",
      "Fall River\n",
      "44.8142052\n",
      "-63.6289858\n",
      "Dugway Road\n",
      "44.7264076\n",
      "-65.4994939\n",
      "Mersey\n",
      "44.0270136\n",
      "-64.6805478\n",
      "Nictaux\n",
      "44.9266391\n",
      "-65.0483354\n",
      "Paradise\n",
      "47.54319785\n",
      "-52.89416543513201\n",
      "Roseway\n",
      "43.6249163\n",
      "-65.3496719\n",
      "44°59′12″N 62°28′59″W﻿ / ﻿44.98656°N 62.48313°W\n",
      "44.98656\n",
      "-62.48313\n",
      "Sissiboo\n",
      "44.36803105\n",
      "-65.675819499192\n",
      "44°41′29″N 63°53′30″W﻿ / ﻿44.69145°N 63.8917°W\n",
      "44.69145\n",
      "-63.8917\n",
      "43°52′55″N 65°58′40″W﻿ / ﻿43.88204°N 65.97775°W\n",
      "43.88204\n",
      "-65.97775\n",
      "46°31′53″N 60°26′25″W﻿ / ﻿46.531317°N 60.440333°W\n",
      "46.531317\n",
      "-60.440333\n",
      "Amherst\n",
      "45.8286903\n",
      "-64.2040548\n",
      "Mount Thom\n",
      "45.5125987\n",
      "-63.0107242\n",
      "Digby Neck\n",
      "44.5049913\n",
      "-66.0903686\n",
      "Lingan\n",
      "46.2330389\n",
      "-60.0474605\n",
      "Cobequid Mountains\n",
      "45.5544286\n",
      "-63.7595567\n",
      "Pubnico[12]\n",
      "Springhill\n",
      "45.6420091\n",
      "-64.0573285\n",
      "Hants County\n",
      "45.0381118\n",
      "-63.8786323\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(ns_df)\n",
    "ns_df=ns_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Burnside Combustion Turbine</td>\n",
       "      <td>44°42′54″N 63°36′35″W﻿ / ﻿44.71500°N 63.60972°W</td>\n",
       "      <td>44.715</td>\n",
       "      <td>-63.6097</td>\n",
       "      <td>Fuel oil</td>\n",
       "      <td>132.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Lingan Generating Station</td>\n",
       "      <td>46°14′12″N 60°2′14″W﻿ / ﻿46.23667°N 60.03722°W</td>\n",
       "      <td>46.2367</td>\n",
       "      <td>-60.0372</td>\n",
       "      <td>Coal</td>\n",
       "      <td>600.0</td>\n",
       "      <td>(1979-1984)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Point Aconi Generating Station</td>\n",
       "      <td>46°19′12″N 60°19′50″W﻿ / ﻿46.32000°N 60.33056°W</td>\n",
       "      <td>46.32</td>\n",
       "      <td>-60.3306</td>\n",
       "      <td>Coal / Petroleum coke</td>\n",
       "      <td>171.0</td>\n",
       "      <td>(1994)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Point Tupper Generating Station</td>\n",
       "      <td>45°35′14″N 61°20′53″W﻿ / ﻿45.58722°N 61.34806°W</td>\n",
       "      <td>45.5872</td>\n",
       "      <td>-61.3481</td>\n",
       "      <td>Coal</td>\n",
       "      <td>154.0</td>\n",
       "      <td>(1973)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Trenton Generating Station</td>\n",
       "      <td>45°37′13″N 62°38′53″W﻿ / ﻿45.62028°N 62.64806°W</td>\n",
       "      <td>45.6203</td>\n",
       "      <td>-62.6481</td>\n",
       "      <td>Coal</td>\n",
       "      <td>307.0</td>\n",
       "      <td>(1969)</td>\n",
       "      <td>Nova Scotia Power</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                              Name  \\\n",
       "0      Burnside Combustion Turbine   \n",
       "1        Lingan Generating Station   \n",
       "2   Point Aconi Generating Station   \n",
       "3  Point Tupper Generating Station   \n",
       "4       Trenton Generating Station   \n",
       "\n",
       "                                          Location      lat      lon  \\\n",
       "0  44°42′54″N 63°36′35″W﻿ / ﻿44.71500°N 63.60972°W   44.715 -63.6097   \n",
       "1   46°14′12″N 60°2′14″W﻿ / ﻿46.23667°N 60.03722°W  46.2367 -60.0372   \n",
       "2  46°19′12″N 60°19′50″W﻿ / ﻿46.32000°N 60.33056°W    46.32 -60.3306   \n",
       "3  45°35′14″N 61°20′53″W﻿ / ﻿45.58722°N 61.34806°W  45.5872 -61.3481   \n",
       "4  45°37′13″N 62°38′53″W﻿ / ﻿45.62028°N 62.64806°W  45.6203 -62.6481   \n",
       "\n",
       "                    Type  Capacity         Date              Owner  \n",
       "0               Fuel oil     132.0          NaN  Nova Scotia Power  \n",
       "1                   Coal     600.0  (1979-1984)  Nova Scotia Power  \n",
       "2  Coal / Petroleum coke     171.0       (1994)  Nova Scotia Power  \n",
       "3                   Coal     154.0       (1973)  Nova Scotia Power  \n",
       "4                   Coal     307.0       (1969)  Nova Scotia Power  "
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ns_df=ns_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "ns_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Arctic Bay\n",
      "73.0323154\n",
      "-85.1685446\n",
      "Arviat\n",
      "61.1073126\n",
      "-94.0564966\n",
      "Baker Lake\n",
      "64.3332549\n",
      "-96.02097871964116\n",
      "Cambridge Bay\n",
      "69.1126414\n",
      "-105.0615077\n",
      "Cape Dorset\n",
      "64.2322773\n",
      "-76.5432179\n",
      "Chesterfield Inlet\n",
      "63.3347904\n",
      "-90.7105317\n",
      "Clyde River\n",
      "46.2195887\n",
      "-63.265730405844145\n",
      "Coral Harbour\n",
      "64.1343432\n",
      "-83.1700761\n",
      "Gjoa Haven\n",
      "68.6279829\n",
      "-95.8683501\n",
      "Grise Fiord\n",
      "76.4181376\n",
      "-82.71655750036642\n",
      "Hall Beach\n",
      "68.7908593\n",
      "-81.2363002\n",
      "Igloolik\n",
      "69.3788839\n",
      "-81.7947989\n",
      "Iqaluit\n",
      "63.74944\n",
      "-68.521857\n",
      "Iqaluit\n",
      "63.74944\n",
      "-68.521857\n",
      "Kimmirut\n",
      "62.8475134\n",
      "-69.8740448\n",
      "Kugaaruk\n",
      "68.5347371\n",
      "-89.8122665\n",
      "Kugluktuk\n",
      "67.8260952\n",
      "-115.1073221\n",
      "Pangnirtung\n",
      "66.1480197\n",
      "-65.7172826\n",
      "Pond Inlet\n",
      "72.6976743\n",
      "-77.9574381\n",
      "Qikiqtarjuaq\n",
      "67.5580224\n",
      "-64.0168832\n",
      "Rankin Inlet\n",
      "62.8030269\n",
      "-92.0868012\n",
      "Repulse Bay\n",
      "66.5032097\n",
      "-86.0991755\n",
      "Resolute Bay\n",
      "74.6856236\n",
      "-94.8604945\n",
      "Sanikiluaq\n",
      "56.440415200000004\n",
      "-79.12914563343153\n",
      "Taloyoak\n",
      "69.5350501\n",
      "-93.5355054\n",
      "Whale Cove\n",
      "62.236835\n",
      "-92.55899748354327\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(nunavut_df)\n",
    "nunavut_df=nunavut_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Arctic Bay</td>\n",
       "      <td>Arctic Bay</td>\n",
       "      <td>73.032315</td>\n",
       "      <td>-85.168545</td>\n",
       "      <td>Diesel</td>\n",
       "      <td>1.07</td>\n",
       "      <td>1974</td>\n",
       "      <td>Nunavut Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Arviat</td>\n",
       "      <td>Arviat</td>\n",
       "      <td>61.107313</td>\n",
       "      <td>-94.056497</td>\n",
       "      <td>Diesel</td>\n",
       "      <td>2.24</td>\n",
       "      <td>1971–1997</td>\n",
       "      <td>Nunavut Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baker Lake</td>\n",
       "      <td>Baker Lake</td>\n",
       "      <td>64.333255</td>\n",
       "      <td>-96.020979</td>\n",
       "      <td>Diesel</td>\n",
       "      <td>2.24</td>\n",
       "      <td>1975–1985</td>\n",
       "      <td>Nunavut Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cambridge Bay</td>\n",
       "      <td>Cambridge Bay</td>\n",
       "      <td>69.112641</td>\n",
       "      <td>-105.061508</td>\n",
       "      <td>Diesel</td>\n",
       "      <td>3.11</td>\n",
       "      <td>1958</td>\n",
       "      <td>Nunavut Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cape Dorset</td>\n",
       "      <td>Cape Dorset</td>\n",
       "      <td>64.232277</td>\n",
       "      <td>-76.543218</td>\n",
       "      <td>Diesel</td>\n",
       "      <td>1.80</td>\n",
       "      <td>1964</td>\n",
       "      <td>Nunavut Power</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Name       Location        lat         lon    Type  Capacity  \\\n",
       "0     Arctic Bay     Arctic Bay  73.032315  -85.168545  Diesel      1.07   \n",
       "1         Arviat         Arviat  61.107313  -94.056497  Diesel      2.24   \n",
       "2     Baker Lake     Baker Lake  64.333255  -96.020979  Diesel      2.24   \n",
       "3  Cambridge Bay  Cambridge Bay  69.112641 -105.061508  Diesel      3.11   \n",
       "4    Cape Dorset    Cape Dorset  64.232277  -76.543218  Diesel      1.80   \n",
       "\n",
       "        Date          Owner  \n",
       "0       1974  Nunavut Power  \n",
       "1  1971–1997  Nunavut Power  \n",
       "2  1975–1985  Nunavut Power  \n",
       "3       1958  Nunavut Power  \n",
       "4       1964  Nunavut Power  "
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nunavut_df=nunavut_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "nunavut_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "44°19′31″N 81°35′58″W﻿ / ﻿44.32528°N 81.59944°W\n",
      "44.32528\n",
      "-81.59944\n",
      "43°52′22″N 78°43′11″W﻿ / ﻿43.87278°N 78.71972°W\n",
      "43.87278\n",
      "-78.71972\n",
      "43°48′42″N 79°03′57″W﻿ / ﻿43.81167°N 79.06583°W\n",
      "43.81167\n",
      "-79.06583\n",
      "46°31′21″N 84°21′32″W﻿ / ﻿46.52250°N 84.35889°W\n",
      "46.5225\n",
      "-84.35889\n",
      "Windsor\n",
      "42.317099\n",
      "-83.0353434\n",
      "Cardinal\n",
      "44.7877017\n",
      "-75.3800984\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Cornwall\n",
      "45.0184417\n",
      "-74.728703\n",
      "Oshawa\n",
      "43.91768\n",
      "-78.862953\n",
      "Windsor\n",
      "42.317099\n",
      "-83.0353434\n",
      "Brampton\n",
      "43.6858146\n",
      "-79.7599337\n",
      "Courtright\n",
      "42.8192716\n",
      "-82.4737798\n",
      "Sarnia[14]\n",
      "Mississauga\n",
      "43.590338\n",
      "-79.645729\n",
      "Kingsville\n",
      "45.7818784\n",
      "-61.3169024\n",
      "Halton Hills\n",
      "43.64701\n",
      "-80.017604\n",
      "Iroquois Falls\n",
      "48.7672213\n",
      "-80.6770998\n",
      "Kapuskasing\n",
      "49.416667\n",
      "-82.433333\n",
      "Kingston\n",
      "44.230687\n",
      "-76.481323\n",
      "Kirkland Lake\n",
      "48.154177\n",
      "-80.031281\n",
      "Sault Ste. Marie\n",
      "46.52391\n",
      "-84.320068\n",
      "44°8′46″N 76°51′9″W﻿ / ﻿44.14611°N 76.85250°W\n",
      "44.14611\n",
      "-76.8525\n",
      "London\n",
      "42.9836747\n",
      "-81.2496068\n",
      "Nipigon\n",
      "49.0155918\n",
      "-88.2610663\n",
      "North Bay\n",
      "46.3092115\n",
      "-79.4607617\n",
      "Ottawa\n",
      "45.421106\n",
      "-75.690308\n",
      "Toronto\n",
      "43.6534817\n",
      "-79.3839347\n",
      "Sarnia\n",
      "42.9746137\n",
      "-82.4065585\n",
      "St. Clair Township\n",
      "42.8427145\n",
      "-82.46408292671435\n",
      "Sudbury\n",
      "46.49272\n",
      "-80.991211\n",
      "Sudbury\n",
      "46.49272\n",
      "-80.991211\n",
      "Thorold\n",
      "43.1179352\n",
      "-79.202235\n",
      "Trenton\n",
      "45.6140166\n",
      "-62.6331223\n",
      "King\n",
      "43.6489494\n",
      "-79.3777538\n",
      "Trenton\n",
      "45.6140166\n",
      "-62.6331223\n",
      "Windsor\n",
      "42.317099\n",
      "-83.0353434\n",
      "48°50′17″N 91°34′15″W﻿ / ﻿48.83806°N 91.57083°W\n",
      "48.83806\n",
      "-91.57083\n",
      "Hornepayne\n",
      "49.2181387\n",
      "-84.7752864\n",
      "Brampton\n",
      "43.6858146\n",
      "-79.7599337\n",
      "Hearst\n",
      "49.690732\n",
      "-83.666382\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Niagara Falls\n",
      "43.100983\n",
      "-79.115295\n",
      "Guelph\n",
      "43.5460516\n",
      "-80.2493276\n",
      "Hamilton\n",
      "43.2560802\n",
      "-79.8728583\n",
      "Thunder Bay, Ontario\n",
      "48.406414\n",
      "-89.259796\n",
      "Thunder Bay, Ontario\n",
      "48.406414\n",
      "-89.259796\n",
      "Ottawa\n",
      "45.421106\n",
      "-75.690308\n",
      "48°25′31″N 80°18′21″W﻿ / ﻿48.42528°N 80.30583°W\n",
      "48.42528\n",
      "-80.30583\n",
      "49°52′40″N 81°34′15″W﻿ / ﻿49.87778°N 81.57083°W\n",
      "49.87778\n",
      "-81.57083\n",
      "48°47′33″N 87°6′44″W﻿ / ﻿48.79250°N 87.11222°W\n",
      "48.7925\n",
      "-87.11222\n",
      "49°9′2″N 88°20′57″W﻿ / ﻿49.15056°N 88.34917°W\n",
      "49.15056\n",
      "-88.34917\n",
      "46°30′52″N 84°20′50″W﻿ / ﻿46.51444°N 84.34722°W\n",
      "46.51444\n",
      "-84.34722\n",
      "44°15′13″N 88°24′35″W﻿ / ﻿44.25361°N 88.40972°W\n",
      "44.25361\n",
      "-88.40972\n",
      "45°25′08″N 76°20′52″W﻿ / ﻿45.41889°N 76.34778°W\n",
      "45.41889\n",
      "-76.34778\n",
      "Mississagi River\n",
      "47.0443956\n",
      "-82.4713844\n",
      "Peterborough\n",
      "44.3048009\n",
      "-78.3199496\n",
      "45°14′43″N 76°45′36″W﻿ / ﻿45.2452829°N 76.7600155°W\n",
      "45.2452829\n",
      "-76.7600155\n",
      "Trent River\n",
      "44.2613302\n",
      "-77.8007332\n",
      "Coldwater\n",
      "44.7097402\n",
      "-79.6439762\n",
      "Bala\n",
      "45.0176521\n",
      "-79.6169784\n",
      "Powassan\n",
      "46.0814468\n",
      "-79.3611147\n",
      "45°02′19″N 79°18′31″W﻿ / ﻿45.0386875°N 79.3085083°W\n",
      "45.0386875\n",
      "-79.3085083\n",
      "Seeley’s Bay\n",
      "44.4765986\n",
      "-76.2331436\n",
      "Bala\n",
      "45.0176521\n",
      "-79.6169784\n",
      "45°37′10″N 79°24′42″W﻿ / ﻿45.6194218°N 79.4115669°W\n",
      "45.6194218\n",
      "-79.4115669\n",
      "Renfrew\n",
      "45.7300564\n",
      "-77.2793698\n",
      "East of Atikokan\n",
      "Aux Sables River\n",
      "Nipigon\n",
      "49.0155918\n",
      "-88.2610663\n",
      "Campbellford\n",
      "44.3085912\n",
      "-77.798084\n",
      "Kenora\n",
      "49.766215\n",
      "-94.4893528\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Parry Sound\n",
      "45.3436067\n",
      "-80.0337392\n",
      "45°28′30″N 76°14′18″W﻿ / ﻿45.47500°N 76.23833°W\n",
      "45.475\n",
      "-76.23833\n",
      "Amelia Island Ottawa\n",
      "Ottawa\n",
      "45.421106\n",
      "-75.690308\n",
      "45°35′06″N 76°40′25″W﻿ / ﻿45.5849116°N 76.6736698°W\n",
      "45.5849116\n",
      "-76.6736698\n",
      "Sudbury\n",
      "46.49272\n",
      "-80.991211\n",
      "Trent Hills\n",
      "44.2921994\n",
      "-77.82218148636545\n",
      "Thunder Bay\n",
      "48.406414\n",
      "-89.259796\n",
      "Sturgeon Falls\n",
      "49.4478873\n",
      "-82.4464329\n",
      "43°07′07″N 79°15′50″W﻿ / ﻿43.1185199°N 79.2640185°W\n",
      "43.1185199\n",
      "-79.2640185\n",
      "43°07′08″N 79°15′41″W﻿ / ﻿43.1190055°N 79.2613578°W\n",
      "43.1190055\n",
      "-79.2613578\n",
      "46°10′52″N 77°41′45″W﻿ / ﻿46.181108°N 77.695785°W\n",
      "46.181108\n",
      "-77.695785\n",
      "Dryden\n",
      "49.785698\n",
      "-92.835846\n",
      "Scott\n",
      "46.504773\n",
      "-71.071243\n",
      "Ear Falls\n",
      "50.6305209\n",
      "-93.230172\n",
      "Powassan\n",
      "46.0814468\n",
      "-79.3611147\n",
      "Grey Highlands\n",
      "44.35654685\n",
      "-80.46038959610259\n",
      "Trent–Severn Waterway\n",
      "44.1216811\n",
      "-77.5912922\n",
      "Fort Frances\n",
      "48.6114425\n",
      "-93.3967615\n",
      "Sault Ste. Marie\n",
      "46.52391\n",
      "-84.320068\n",
      "Frankford\n",
      "44.2025428\n",
      "-77.5948898\n",
      "Mississagi River\n",
      "47.0443956\n",
      "-82.4713844\n",
      "Almonte\n",
      "45.226049\n",
      "-76.1945277\n",
      "Gananoque\n",
      "44.3352722\n",
      "-76.1646638\n",
      "Sault Ste. Marie\n",
      "46.52391\n",
      "-84.320068\n",
      "Trenton\n",
      "45.6140166\n",
      "-62.6331223\n",
      "Belwood Lake\n",
      "43.7349666\n",
      "-80.3208227\n",
      "Conestogo Lake\n",
      "43.6857274\n",
      "-80.73028\n",
      "Guelph Lake\n",
      "43.6060901\n",
      "-80.2323471783846\n",
      "Campbellford\n",
      "44.3085912\n",
      "-77.798084\n",
      "Bracebridge\n",
      "45.041508\n",
      "-79.310989\n",
      "Kapuskasing\n",
      "49.416667\n",
      "-82.433333\n",
      "Wawa\n",
      "47.9929283\n",
      "-84.7740199\n",
      "Campbellford\n",
      "44.3085912\n",
      "-77.798084\n",
      "St. Catharines\n",
      "43.1579812\n",
      "-79.2441003\n",
      "45°05′20″N 79°18′11″W﻿ / ﻿45.0887723°N 79.3030661°W\n",
      "45.0887723\n",
      "-79.3030661\n",
      "Carleton Place\n",
      "45.1403366\n",
      "-76.1465672\n",
      "Sault Ste. Marie\n",
      "46.52391\n",
      "-84.320068\n",
      "Wawa\n",
      "47.9929283\n",
      "-84.7740199\n",
      "47°18′19″N 79°41′51″W﻿ / ﻿47.3052004°N 79.6975172°W\n",
      "47.3052004\n",
      "-79.6975172\n",
      "Mattawa\n",
      "46.317296\n",
      "-78.703308\n",
      "Elk Lake\n",
      "47.7332696\n",
      "-80.3318384\n",
      "Smooth Rock Falls\n",
      "49.2768\n",
      "-81.6311885\n",
      "Smooth Rock Falls\n",
      "49.2768\n",
      "-81.6311885\n",
      "Elgin\n",
      "45.0326548\n",
      "-74.2408736332793\n",
      "Iroquois Falls\n",
      "48.7672213\n",
      "-80.6770998\n",
      "Kagawong\n",
      "45.9080882\n",
      "-82.2585277\n",
      "Oliver Paipoonge\n",
      "48.4023268\n",
      "-89.53092193148214\n",
      "Kenora\n",
      "49.766215\n",
      "-94.4893528\n",
      "Kingston\n",
      "44.230687\n",
      "-76.481323\n",
      "Kapuskasing\n",
      "49.416667\n",
      "-82.433333\n",
      "Ear Falls\n",
      "50.6305209\n",
      "-93.230172\n",
      "Lakefield\n",
      "44.4233365\n",
      "-78.2721953\n",
      "Kapuskasing\n",
      "49.416667\n",
      "-82.433333\n",
      "Peterborough\n",
      "44.3048009\n",
      "-78.3199496\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "47°08′21″N 79°27′15″W﻿ / ﻿47.1390412°N 79.4541389°W\n",
      "47.1390412\n",
      "-79.4541389\n",
      "Timmins\n",
      "48.477473\n",
      "-81.330414\n",
      "Sault Ste. Marie\n",
      "46.52391\n",
      "-84.320068\n",
      "Ear Falls\n",
      "50.6305209\n",
      "-93.230172\n",
      "Marmora\n",
      "44.4827759\n",
      "-77.6823297\n",
      "47°07′24″N 79°29′41″W﻿ / ﻿47.1232496°N 79.4947261°W\n",
      "47.1232496\n",
      "-79.4947261\n",
      "Bracebridge\n",
      "45.041508\n",
      "-79.310989\n",
      "Wawa\n",
      "47.9929283\n",
      "-84.7740199\n",
      "Sudbury\n",
      "46.49272\n",
      "-80.991211\n",
      "Smiths Falls\n",
      "44.9013316\n",
      "-76.0212062\n",
      "Campbellford\n",
      "44.3085912\n",
      "-77.798084\n",
      "Minden\n",
      "44.9254436\n",
      "-78.72493\n",
      "Marter Township\n",
      "47.841497\n",
      "-79.8596456\n",
      "Wawa\n",
      "47.9929283\n",
      "-84.7740199\n",
      "Sudbury\n",
      "46.49272\n",
      "-80.991211\n",
      "Greater Madawaska\n",
      "45.2686929\n",
      "-76.90345207193592\n",
      "Nairn and Hyman\n",
      "46.3241169\n",
      "-81.6151817\n",
      "Nipissing\n",
      "46.1990313\n",
      "-78.9738324\n",
      "Norman\n",
      "42.7355923\n",
      "-81.1970206\n",
      "50°10′52″N 81°38′08″W﻿ / ﻿50.1810755°N 81.635499°W\n",
      "50.1810755\n",
      "-81.635499\n",
      "46°22′42″N 78°43′43″W﻿ / ﻿46.37833°N 78.72861°W\n",
      "46.37833\n",
      "-78.72861\n",
      "Nipigon\n",
      "49.0155918\n",
      "-88.2610663\n",
      "45°00′28″N 74°47′34″W﻿ / ﻿45.0077171°N 74.7928619°W\n",
      "45.0077171\n",
      "-74.7928619\n",
      "47°16′35″N 79°40′21″W﻿ / ﻿47.2763575°N 79.6724546°W\n",
      "47.2763575\n",
      "-79.6724546\n",
      "Bala\n",
      "45.0176521\n",
      "-79.6169784\n",
      "43°04′28″N 79°04′43″W﻿ / ﻿43.0745°N 79.0787°W\n",
      "43.0745\n",
      "-79.0787\n",
      "Campbellford\n",
      "44.3085912\n",
      "-77.798084\n",
      "Mississagi River\n",
      "47.0443956\n",
      "-82.4713844\n",
      "Wawa\n",
      "47.9929283\n",
      "-84.7740199\n",
      "Timmins\n",
      "48.477473\n",
      "-81.330414\n",
      "Wawa\n",
      "47.9929283\n",
      "-84.7740199\n",
      "Serpent River\n",
      "46.5099069\n",
      "-82.6321795\n",
      "Campbellford\n",
      "44.3085912\n",
      "-77.798084\n",
      "Hearst\n",
      "49.690732\n",
      "-83.666382\n",
      "Trenton\n",
      "45.6140166\n",
      "-62.6331223\n",
      "Frankford\n",
      "44.2025428\n",
      "-77.5948898\n",
      "Thunder Bay\n",
      "48.406414\n",
      "-89.259796\n",
      "43°08′57″N 79°02′40″W﻿ / ﻿43.149094°N 79.0444851°W\n",
      "43.149094\n",
      "-79.0444851\n",
      "43°08′45″N 79°02′41″W﻿ / ﻿43.1458533°N 79.0445924°W\n",
      "43.1458533\n",
      "-79.0445924\n",
      "43°08′40″N 79°03′36″W﻿ / ﻿43.1444756°N 79.0599561°W\n",
      "43.1444756\n",
      "-79.0599561\n",
      "Kapuskasing\n",
      "49.416667\n",
      "-82.433333\n",
      "Glen Miller\n",
      "44.157321\n",
      "-77.5811699\n",
      "Bracebridge\n",
      "45.041508\n",
      "-79.310989\n",
      "Wawa\n",
      "47.9929283\n",
      "-84.7740199\n",
      "45°24′26″N 76°30′24″W﻿ / ﻿45.4070902°N 76.5066433°W\n",
      "45.4070902\n",
      "-76.5066433\n",
      "Sudbury\n",
      "46.49272\n",
      "-80.991211\n",
      "East of Atikokan\n",
      "Renfrew\n",
      "45.7300564\n",
      "-77.2793698\n",
      "Niagara\n",
      "43.0631891\n",
      "-79.3098089\n",
      "Bracebridge\n",
      "45.041508\n",
      "-79.310989\n",
      "Iroquois Falls\n",
      "48.7672213\n",
      "-80.6770998\n",
      "Marathon\n",
      "48.7162203\n",
      "-86.3758954\n",
      "Atikokan\n",
      "48.762526\n",
      "-91.624603\n",
      "46°18′56″N 81°31′16″W﻿ / ﻿46.3156°N 81.5212°W\n",
      "46.3156\n",
      "-81.5212\n",
      "48°20′38″N 81°29′08″W﻿ / ﻿48.3439566°N 81.4856386°W\n",
      "48.3439566\n",
      "-81.4856386\n",
      "Marathon\n",
      "48.7162203\n",
      "-86.3758954\n",
      "Welland Canal\n",
      "43.063068\n",
      "-79.2120016\n",
      "Mississagi River\n",
      "47.0443956\n",
      "-82.4713844\n",
      "Kenora\n",
      "49.766215\n",
      "-94.4893528\n",
      "45°03′44″N 79°18′38″W﻿ / ﻿45.0623477°N 79.3105012°W\n",
      "45.0623477\n",
      "-79.3105012\n",
      "Middlesex County\n",
      "43.0755962\n",
      "-81.5203052\n",
      "44°06′00″N 80°16′15″W﻿ / ﻿44.10000°N 80.27083°W\n",
      "44.1\n",
      "-80.27083\n",
      "Amherst Island\n",
      "69.7709821\n",
      "-83.75144908689678\n",
      "Grey County\n",
      "44.4911873\n",
      "-80.7044303\n",
      "Lakeshore\n",
      "42.3038299\n",
      "-82.8189267\n",
      "Middlesex County\n",
      "43.0755962\n",
      "-81.5203052\n",
      "Sault Ste. Marie\n",
      "46.52391\n",
      "-84.320068\n",
      "Lambton County\n",
      "42.9493427\n",
      "-82.1186567\n",
      "42°14′N 82°24′W﻿ / ﻿42.233°N 82.400°W\n",
      "42.233\n",
      "-82.4\n",
      "Norfolk County\n",
      "42.7971532\n",
      "-80.4538365\n",
      "Essex County\n",
      "42.2354142\n",
      "-82.7120106\n",
      "Conestogo\n",
      "43.5412599\n",
      "-80.5048699\n",
      "Kincardine\n",
      "44.1776378\n",
      "-81.6348713\n",
      "Norfolk County\n",
      "42.7971532\n",
      "-80.4538365\n",
      "Raleigh\n",
      "51.56251\n",
      "-55.70774978903238\n",
      "Melancthon\n",
      "44.14830965\n",
      "-80.28444995806109\n",
      "43°37′49.5″N 79°25′29.3″W﻿ / ﻿43.630417°N 79.424806°W\n",
      "43.630417\n",
      "-79.424806\n",
      "Ferndale\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "43.7692838\n",
      "-79.9210419\n",
      "Norfolk County\n",
      "42.7971532\n",
      "-80.4538365\n",
      "Kingsville\n",
      "45.7818784\n",
      "-61.3169024\n",
      "Haldimand County\n",
      "42.945542\n",
      "-79.8362031\n",
      "Greenwich\n",
      "45.083218\n",
      "-64.3985082\n",
      "Essex\n",
      "42.1744783\n",
      "-82.8215468\n",
      "Reserve No 2 of Henvey Inlet First Nation community\n",
      "Tiverton\n",
      "44.3886196\n",
      "-66.2138548\n",
      "Goderich\n",
      "43.7430924\n",
      "-81.7110949\n",
      "Norfolk County\n",
      "42.7971532\n",
      "-80.4538365\n",
      "Regional Municipality of Niagara\n",
      "43.0631891\n",
      "-79.3098089\n",
      "Chatham-Kent\n",
      "42.41833\n",
      "-82.0898417\n",
      "Pickering\n",
      "43.835765\n",
      "-79.090576\n",
      "Chatham-Kent\n",
      "42.41833\n",
      "-82.0898417\n",
      "Port Burwell\n",
      "60.416667\n",
      "-64.816667\n",
      "Port Dover\n",
      "42.7845713\n",
      "-80.2005169\n",
      "Sault Ste. Marie\n",
      "46.52391\n",
      "-84.320068\n",
      "Lambton Shores\n",
      "43.19264175\n",
      "-81.90202425000001\n",
      "Providence Bay\n",
      "45.6627198\n",
      "-82.2765353\n",
      "Lambton Shores\n",
      "43.19264175\n",
      "-81.90202425000001\n",
      "Huron-Kinloss\n",
      "44.03441265\n",
      "-81.54706912412098\n",
      "Township of Howard and Oxford\n",
      "Chatham-Kent\n",
      "42.41833\n",
      "-82.0898417\n",
      "44°20′20″N 81°27′32″W﻿ / ﻿44.33889°N 81.45889°W\n",
      "44.33889\n",
      "-81.45889\n",
      "44°10′N 76°28′W﻿ / ﻿44.167°N 76.467°W\n",
      "44.167\n",
      "-76.467\n",
      "Sarnia\n",
      "42.9746137\n",
      "-82.4065585\n",
      "Haldimand County\n",
      "42.945542\n",
      "-79.8362031\n",
      "Arnprior\n",
      "45.433515\n",
      "-76.3543692\n",
      "Kingston\n",
      "44.230687\n",
      "-76.481323\n",
      "Nanticoke\n",
      "42.8100954\n",
      "-80.0728118\n",
      "Southgate\n",
      "44.09883325\n",
      "-80.59655909894406\n",
      "Stone Mills\n",
      "44.458680349999995\n",
      "-76.94020303929446\n",
      "Belleville\n",
      "44.1633264\n",
      "-77.3852556\n",
      "Belleville\n",
      "44.1633264\n",
      "-77.3852556\n",
      "Armour\n",
      "52.3554268\n",
      "-110.1085213\n",
      "Ryerson\n",
      "49.7849789\n",
      "-101.6689683\n",
      "Rideau Lakes\n",
      "44.6956662\n",
      "-76.25709604054268\n",
      "South Glengarry\n",
      "45.1869835\n",
      "-74.55400590796428\n",
      "Rideau Lakes\n",
      "44.6956662\n",
      "-76.25709604054268\n",
      "Tay Valley\n",
      "44.85179815\n",
      "-76.41764687589787\n",
      "Rideau Lakes\n",
      "44.6956662\n",
      "-76.25709604054268\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Cochrane\n",
      "51.1874627\n",
      "-114.4710708\n",
      "Windsor\n",
      "42.317099\n",
      "-83.0353434\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(ontario_df)\n",
    "ontario_df=ontario_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bruce Nuclear Generating Station</td>\n",
       "      <td>44°19′31″N 81°35′58″W﻿ / ﻿44.32528°N 81.59944°W</td>\n",
       "      <td>44.3253</td>\n",
       "      <td>-81.5994</td>\n",
       "      <td>Nuclear</td>\n",
       "      <td>6276</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ontario Power Generation (operated under contr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Darlington Nuclear Generating Station</td>\n",
       "      <td>43°52′22″N 78°43′11″W﻿ / ﻿43.87278°N 78.71972°W</td>\n",
       "      <td>43.8728</td>\n",
       "      <td>-78.7197</td>\n",
       "      <td>Nuclear</td>\n",
       "      <td>3524</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ontario Power Generation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Pickering Nuclear Generating Station</td>\n",
       "      <td>43°48′42″N 79°03′57″W﻿ / ﻿43.81167°N 79.06583°W</td>\n",
       "      <td>43.8117</td>\n",
       "      <td>-79.0658</td>\n",
       "      <td>Nuclear</td>\n",
       "      <td>3100</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ontario Power Generation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Essar Cogeneration Facility</td>\n",
       "      <td>46°31′21″N 84°21′32″W﻿ / ﻿46.52250°N 84.35889°W</td>\n",
       "      <td>46.5225</td>\n",
       "      <td>-84.3589</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>63</td>\n",
       "      <td>June 13, 2009</td>\n",
       "      <td>Algoma Energy LP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Brighton Beach Generating Station</td>\n",
       "      <td>Windsor</td>\n",
       "      <td>42.3171</td>\n",
       "      <td>-83.0353</td>\n",
       "      <td>Fossil Fuel</td>\n",
       "      <td>580</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ontario Power Generation</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                    Name  \\\n",
       "0       Bruce Nuclear Generating Station   \n",
       "1  Darlington Nuclear Generating Station   \n",
       "2   Pickering Nuclear Generating Station   \n",
       "4            Essar Cogeneration Facility   \n",
       "5      Brighton Beach Generating Station   \n",
       "\n",
       "                                          Location      lat      lon  \\\n",
       "0  44°19′31″N 81°35′58″W﻿ / ﻿44.32528°N 81.59944°W  44.3253 -81.5994   \n",
       "1  43°52′22″N 78°43′11″W﻿ / ﻿43.87278°N 78.71972°W  43.8728 -78.7197   \n",
       "2  43°48′42″N 79°03′57″W﻿ / ﻿43.81167°N 79.06583°W  43.8117 -79.0658   \n",
       "4  46°31′21″N 84°21′32″W﻿ / ﻿46.52250°N 84.35889°W  46.5225 -84.3589   \n",
       "5                                          Windsor  42.3171 -83.0353   \n",
       "\n",
       "          Type Capacity           Date  \\\n",
       "0      Nuclear     6276            NaN   \n",
       "1      Nuclear     3524            NaN   \n",
       "2      Nuclear     3100            NaN   \n",
       "4  Fossil Fuel       63  June 13, 2009   \n",
       "5  Fossil Fuel      580            NaN   \n",
       "\n",
       "                                               Owner  \n",
       "0  Ontario Power Generation (operated under contr...  \n",
       "1                           Ontario Power Generation  \n",
       "2                           Ontario Power Generation  \n",
       "4                                   Algoma Energy LP  \n",
       "5                           Ontario Power Generation  "
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ontario_df=ontario_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "ontario_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "North Lake\n",
      "46.4609323\n",
      "-62.0649424\n",
      "North Cape\n",
      "47.0587889\n",
      "-63.9974595\n",
      "Norway\n",
      "46.99565\n",
      "-64.0356289\n",
      "Summerside\n",
      "46.394306\n",
      "-63.789368\n",
      "West Cape\n",
      "46.6765425\n",
      "-64.4081455\n",
      "Borden\n",
      "52.4050653\n",
      "-107.2386498\n",
      "Charlottetown\n",
      "46.234953\n",
      "-63.132935\n",
      "Summerside\n",
      "46.394306\n",
      "-63.789368\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(pei_df)\n",
    "pei_df=pei_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Eastern Kings Wind Farm</td>\n",
       "      <td>North Lake</td>\n",
       "      <td>46.460932</td>\n",
       "      <td>-62.064942</td>\n",
       "      <td>Wind</td>\n",
       "      <td>30.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PEI Energy Corporation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>North Cape Wind Farm</td>\n",
       "      <td>North Cape</td>\n",
       "      <td>47.058789</td>\n",
       "      <td>-63.997459</td>\n",
       "      <td>Wind</td>\n",
       "      <td>10.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PEI Energy Corporation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Norway Wind Farm</td>\n",
       "      <td>Norway</td>\n",
       "      <td>46.995650</td>\n",
       "      <td>-64.035629</td>\n",
       "      <td>Wind</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Suez Renewable Energy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Summerside Wind Farm</td>\n",
       "      <td>Summerside</td>\n",
       "      <td>46.394306</td>\n",
       "      <td>-63.789368</td>\n",
       "      <td>Wind</td>\n",
       "      <td>12.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>City of Summerside Electric Utility</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>West Cape Wind Farm</td>\n",
       "      <td>West Cape</td>\n",
       "      <td>46.676542</td>\n",
       "      <td>-64.408146</td>\n",
       "      <td>Wind</td>\n",
       "      <td>99.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Suez Renewable Energy</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Name    Location        lat        lon  Type  Capacity  \\\n",
       "0  Eastern Kings Wind Farm  North Lake  46.460932 -62.064942  Wind      30.0   \n",
       "1     North Cape Wind Farm  North Cape  47.058789 -63.997459  Wind      10.6   \n",
       "2         Norway Wind Farm      Norway  46.995650 -64.035629  Wind       9.0   \n",
       "3     Summerside Wind Farm  Summerside  46.394306 -63.789368  Wind      12.0   \n",
       "4      West Cape Wind Farm   West Cape  46.676542 -64.408146  Wind      99.0   \n",
       "\n",
       "   Date                                Owner  \n",
       "0   NaN               PEI Energy Corporation  \n",
       "1   NaN               PEI Energy Corporation  \n",
       "2   NaN                Suez Renewable Energy  \n",
       "3   NaN  City of Summerside Electric Utility  \n",
       "4   NaN                Suez Renewable Energy  "
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pei_df=pei_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "pei_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "45°18′51″N 73°54′37″W﻿ / ﻿45.31417°N 73.91028°W\n",
      "45.31417\n",
      "-73.91028\n",
      "47°33′20″N 72°50′12″W﻿ / ﻿47.55556°N 72.83667°W\n",
      "47.55556\n",
      "-72.83667\n",
      "49°18′31″N 69°33′50″W﻿ / ﻿49.30861°N 69.56389°W\n",
      "49.30861\n",
      "-69.56389\n",
      "49°10′02″N 69°14′26″W﻿ / ﻿49.16722°N 69.24056°W\n",
      "49.16722\n",
      "-69.24056\n",
      "54°27′16″N 70°31′09″W﻿ / ﻿54.45444°N 70.51917°W\n",
      "54.45444\n",
      "-70.51917\n",
      "45°39′40″N 76°37′52″W﻿ / ﻿45.66111°N 76.63111°W\n",
      "45.66111\n",
      "-76.63111\n",
      "45°34′07″N 74°23′01″W﻿ / ﻿45.56861°N 74.38361°W\n",
      "45.56861\n",
      "-74.38361\n",
      "45°30′45″N 75°46′39″W﻿ / ﻿45.51250°N 75.77750°W\n",
      "45.5125\n",
      "-75.7775\n",
      "47°54′15″N 73°47′57″W﻿ / ﻿47.90417°N 73.79917°W\n",
      "47.90417\n",
      "-73.79917\n",
      "45°46′26″N 74°41′09″W﻿ / ﻿45.77389°N 74.68583°W\n",
      "45.77389\n",
      "-74.68583\n",
      "45°08′47″N 72°01′08″W﻿ / ﻿45.14639°N 72.01889°W\n",
      "45.14639\n",
      "-72.01889\n",
      "45°28′30″N 76°14′18″W﻿ / ﻿45.47500°N 76.23833°W\n",
      "45.475\n",
      "-76.23833\n",
      "45°51′45″N 72°27′03″W﻿ / ﻿45.86250°N 72.45083°W\n",
      "45.8625\n",
      "-72.45083\n",
      "45°53′13″N 72°29′02″W﻿ / ﻿45.88694°N 72.48389°W\n",
      "45.88694\n",
      "-72.48389\n",
      "52°10′54″N 76°3′5″W﻿ / ﻿52.18167°N 76.05139°W\n",
      "52.18167\n",
      "-76.05139\n",
      "52°10′47″N 76°2′7″W﻿ / ﻿52.17972°N 76.03528°W\n",
      "52.17972\n",
      "-76.03528\n",
      "46°36′55″N 72°40′33″W﻿ / ﻿46.61528°N 72.67583°W\n",
      "46.61528\n",
      "-72.67583\n",
      "51°47′06″N 67°54′46″W﻿ / ﻿51.78500°N 67.91278°W\n",
      "51.785\n",
      "-67.91278\n",
      "49°19′18″N 68°20′49″W﻿ / ﻿49.32167°N 68.34694°W\n",
      "49.32167\n",
      "-68.34694\n",
      "46°26′54″N 72°44′32″W﻿ / ﻿46.44833°N 72.74222°W\n",
      "46.44833\n",
      "-72.74222\n",
      "53°44′04″N 78°34′26″W﻿ / ﻿53.73444°N 78.57389°W\n",
      "53.73444\n",
      "-78.57389\n",
      "53°46′46″N 77°32′57″W﻿ / ﻿53.77944°N 77.54917°W\n",
      "53.77944\n",
      "-77.54917\n",
      "53°43′40″N 75°59′55″W﻿ / ﻿53.72778°N 75.99861°W\n",
      "53.72778\n",
      "-75.99861\n",
      "53°53′12″N 73°27′55″W﻿ / ﻿53.88667°N 73.46528°W\n",
      "53.88667\n",
      "-73.46528\n",
      "47°26′39″N 72°47′58″W﻿ / ﻿47.44417°N 72.79944°W\n",
      "47.44417\n",
      "-72.79944\n",
      "50°59′56″N 59°03′42″W﻿ / ﻿50.99889°N 59.06167°W\n",
      "50.99889\n",
      "-59.06167\n",
      "54°10′14″N 72°36′55″W﻿ / ﻿54.17056°N 72.61528°W\n",
      "54.17056\n",
      "-72.61528\n",
      "54°35′30″N 71°16′15″W﻿ / ﻿54.59167°N 71.27083°W\n",
      "54.59167\n",
      "-71.27083\n",
      "45°18′32″N 74°01′38″W﻿ / ﻿45.30889°N 74.02722°W\n",
      "45.30889\n",
      "-74.02722\n",
      "Côte-Nord\n",
      "51.531978949999996\n",
      "-63.566401591470864\n",
      "Côte-Nord\n",
      "51.531978949999996\n",
      "-63.566401591470864\n",
      "49°11′29″N 68°19′47″W﻿ / ﻿49.19139°N 68.32972°W\n",
      "49.19139\n",
      "-68.32972\n",
      "50°38′23″N 68°43′37″W﻿ / ﻿50.63972°N 68.72694°W\n",
      "50.63972\n",
      "-68.72694\n",
      "50°38′37″N 68°43′48″W﻿ / ﻿50.64361°N 68.73000°W\n",
      "50.64361\n",
      "-68.73\n",
      "46°43′03″N 75°59′00″W﻿ / ﻿46.71750°N 75.98333°W\n",
      "46.7175\n",
      "-75.98333\n",
      "48°36′13″N 68°08′19″W﻿ / ﻿48.60361°N 68.13861°W\n",
      "48.60361\n",
      "-68.13861\n",
      "48°37′19″N 68°08′19″W﻿ / ﻿48.62194°N 68.13861°W\n",
      "48.62194\n",
      "-68.13861\n",
      "49°08′59″N 68°24′17″W﻿ / ﻿49.14972°N 68.40472°W\n",
      "49.14972\n",
      "-68.40472\n",
      "49°33′33″N 68°43′58″W﻿ / ﻿49.55917°N 68.73278°W\n",
      "49.55917\n",
      "-68.73278\n",
      "49°42′21″N 68°54′24″W﻿ / ﻿49.70583°N 68.90667°W\n",
      "49.70583\n",
      "-68.90667\n",
      "45°48′42″N 75°55′37″W﻿ / ﻿45.81167°N 75.92694°W\n",
      "45.81167\n",
      "-75.92694\n",
      "49°30′28″N 71°10′59″W﻿ / ﻿49.50778°N 71.18306°W\n",
      "49.50778\n",
      "-71.18306\n",
      "Côte-Nord\n",
      "51.531978949999996\n",
      "-63.566401591470864\n",
      "Côte-Nord\n",
      "51.531978949999996\n",
      "-63.566401591470864\n",
      "47°36′00″N 79°27′09″W﻿ / ﻿47.60000°N 79.45250°W\n",
      "47.6\n",
      "-79.4525\n",
      "47°56′01″N 78°34′34″W﻿ / ﻿47.93361°N 78.57611°W\n",
      "47.93361\n",
      "-78.57611\n",
      "47°46′08″N 78°18′46″W﻿ / ﻿47.76889°N 78.31278°W\n",
      "47.76889\n",
      "-78.31278\n",
      "47°47′48″N 72°58′24″W﻿ / ﻿47.79667°N 72.97333°W\n",
      "47.79667\n",
      "-72.97333\n",
      "47°47′21″N 73°22′40″W﻿ / ﻿47.78917°N 73.37778°W\n",
      "47.78917\n",
      "-73.37778\n",
      "47°34′35″N 79°21′17″W﻿ / ﻿47.57639°N 79.35472°W\n",
      "47.57639\n",
      "-79.35472\n",
      "47°35′24″N 79°17′41″W﻿ / ﻿47.59000°N 79.29472°W\n",
      "47.59\n",
      "-79.29472\n",
      "45°29′56″N 75°45′48″W﻿ / ﻿45.49889°N 75.76333°W\n",
      "45.49889\n",
      "-75.76333\n",
      "49°44′25″N 68°35′34″W﻿ / ﻿49.74028°N 68.59278°W\n",
      "49.74028\n",
      "-68.59278\n",
      "45°35′22″N 73°39′26″W﻿ / ﻿45.58944°N 73.65722°W\n",
      "45.58944\n",
      "-73.65722\n",
      "53°46′55″N 77°31′58″W﻿ / ﻿53.78194°N 77.53278°W\n",
      "53.78194\n",
      "-77.53278\n",
      "46°36′55″N 72°40′33″W﻿ / ﻿46.61528°N 72.67583°W\n",
      "46.61528\n",
      "-72.67583\n",
      "50°23′07″N 63°15′39″W﻿ / ﻿50.38528°N 63.26083°W\n",
      "50.38528\n",
      "-63.26083\n",
      "50°37′28″N 63°11′39″W﻿ / ﻿50.62444°N 63.19417°W\n",
      "50.62444\n",
      "-63.19417\n",
      "51°06′52″N 63°24′00″W﻿ / ﻿51.11444°N 63.40000°W\n",
      "51.11444\n",
      "-63.4\n",
      "51°20′52″N 63°29′12″W﻿ / ﻿51.34778°N 63.48667°W\n",
      "51.34778\n",
      "-63.48667\n",
      "50°42′18″N 66°46′47″W﻿ / ﻿50.70500°N 66.77972°W\n",
      "50.705\n",
      "-66.77972\n",
      "46°32′53″N 72°24′38″W﻿ / ﻿46.54806°N 72.41056°W\n",
      "46.54806\n",
      "-72.41056\n",
      "52°40′01″N 76°38′04″W﻿ / ﻿52.66694°N 76.63444°W\n",
      "52.66694\n",
      "-76.63444\n",
      "47°07′31″N 70°48′57″W﻿ / ﻿47.12528°N 70.81583°W\n",
      "47.12528\n",
      "-70.81583\n",
      "46°32′11″N 72°46′02″W﻿ / ﻿46.53639°N 72.76722°W\n",
      "46.53639\n",
      "-72.76722\n",
      "46°32′02″N 72°45′56″W﻿ / ﻿46.53389°N 72.76556°W\n",
      "46.53389\n",
      "-72.76556\n",
      "49°58′14″N 68°09′34″W﻿ / ﻿49.97056°N 68.15944°W\n",
      "49.97056\n",
      "-68.15944\n",
      "47°45′12″N 72°52′44″W﻿ / ﻿47.75333°N 72.87889°W\n",
      "47.75333\n",
      "-72.87889\n",
      "49°11′35″N 68°19′37″W﻿ / ﻿49.19306°N 68.32694°W\n",
      "49.19306\n",
      "-68.32694\n",
      "45°24′15″N 71°53′50″W﻿ / ﻿45.40417°N 71.89722°W\n",
      "45.40417\n",
      "-71.89722\n",
      "48°39′30″N 71°10′15″W﻿ / ﻿48.65833°N 71.17083°W\n",
      "48.65833\n",
      "-71.17083\n",
      "46°49′35″N 70°45′23″W﻿ / ﻿46.82639°N 70.75639°W\n",
      "46.82639\n",
      "-70.75639\n",
      "45°38′12″N 74°21′41″W﻿ / ﻿45.63667°N 74.36139°W\n",
      "45.63667\n",
      "-74.36139\n",
      "45°38′37″N 74°21′11″W﻿ / ﻿45.64361°N 74.35306°W\n",
      "45.64361\n",
      "-74.35306\n",
      "Baie-Saint-Paul\n",
      "47.444343\n",
      "-70.505447\n",
      "45°28′42″N 71°57′12″W﻿ / ﻿45.4783°N 71.9533°W\n",
      "45.4783\n",
      "-71.9533\n",
      "46°53′39″N 71°09′31″W﻿ / ﻿46.8942°N 71.1587°W\n",
      "46.8942\n",
      "-71.1587\n",
      "45°08′30″N 71°48′40″W﻿ / ﻿45.14167°N 71.81111°W\n",
      "45.14167\n",
      "-71.81111\n",
      "48°06′51″N 71°45′50″W﻿ / ﻿48.11417°N 71.76389°W\n",
      "48.11417\n",
      "-71.76389\n",
      "47°34′21″N 78°33′31″W﻿ / ﻿47.57250°N 78.55861°W\n",
      "47.5725\n",
      "-78.55861\n",
      "48°26′04″N 71°14′54″W﻿ / ﻿48.43444°N 71.24833°W\n",
      "48.43444\n",
      "-71.24833\n",
      "46°44′57″N 71°42′39″W﻿ / ﻿46.74917°N 71.71083°W\n",
      "46.74917\n",
      "-71.71083\n",
      "46°44′57″N 71°42′39″W﻿ / ﻿46.7492°N 71.7108°W\n",
      "46.7492\n",
      "-71.7108\n",
      "Buckingham\n",
      "45.5864671\n",
      "-75.4168252\n",
      "51°18′20″N 68°07′32″W﻿ / ﻿51.30556°N 68.12556°W\n",
      "51.30556\n",
      "-68.12556\n",
      "46°42′52″N 71°16′57″W﻿ / ﻿46.71444°N 71.28250°W\n",
      "46.71444\n",
      "-71.2825\n",
      "48°25′34″N 71°04′34″W﻿ / ﻿48.42611°N 71.07611°W\n",
      "48.42611\n",
      "-71.07611\n",
      "48°27′01″N 71°15′13″W﻿ / ﻿48.45028°N 71.25361°W\n",
      "48.45028\n",
      "-71.25361\n",
      "48°45′15″N 71°50′23″W﻿ / ﻿48.75417°N 71.83972°W\n",
      "48.75417\n",
      "-71.83972\n",
      "48°39′06″N 71°12′12″W﻿ / ﻿48.65167°N 71.20333°W\n",
      "48.65167\n",
      "-71.20333\n",
      "Sainte-Jeanne-d'Arc\n",
      "48.495678\n",
      "-67.960739\n",
      "49°50′26″N 71°09′46″W﻿ / ﻿49.84056°N 71.16278°W\n",
      "49.84056\n",
      "-71.16278\n",
      "48°46′51″N 71°41′49″W﻿ / ﻿48.78083°N 71.69694°W\n",
      "48.78083\n",
      "-71.69694\n",
      "46°50′18″N 71°56′26″W﻿ / ﻿46.83833°N 71.94056°W\n",
      "46.83833\n",
      "-71.94056\n",
      "48°23′10″N 71°07′50″W﻿ / ﻿48.38611°N 71.13056°W\n",
      "48.38611\n",
      "-71.13056\n",
      "46°47′25″N 72°00′28″W﻿ / ﻿46.7903°N 72.0079°W\n",
      "46.7903\n",
      "-72.0079\n",
      "Clermont\n",
      "47.694512\n",
      "-70.2262202\n",
      "Rivière-aux-Rats\n",
      "49.2187569\n",
      "-72.29231019363573\n",
      "46°18′51″N 75°56′36″W﻿ / ﻿46.31417°N 75.94333°W\n",
      "46.31417\n",
      "-75.94333\n",
      "45°24′24″N 73°34′8″W﻿ / ﻿45.40667°N 73.56889°W\n",
      "45.40667\n",
      "-73.56889\n",
      "45°24′24″N 73°34′8″W﻿ / ﻿45.40667°N 73.56889°W\n",
      "45.40667\n",
      "-73.56889\n",
      "45°24′24″N 73°34′8″W﻿ / ﻿45.40667°N 73.56889°W\n",
      "45.40667\n",
      "-73.56889\n",
      "46°33′17″N 75°29′59″W﻿ / ﻿46.55472°N 75.49972°W\n",
      "46.55472\n",
      "-75.49972\n",
      "46°40′47″N 71°44′43″W﻿ / ﻿46.67972°N 71.74528°W\n",
      "46.67972\n",
      "-71.74528\n",
      "45°22′51″N 71°57′38″W﻿ / ﻿45.38083°N 71.96056°W\n",
      "45.38083\n",
      "-71.96056\n",
      "45°35′05″N 75°25′05″W﻿ / ﻿45.58472°N 75.41806°W\n",
      "45.58472\n",
      "-75.41806\n",
      "East Angus\n",
      "45.4828558\n",
      "-71.6594817\n",
      "45°18′26″N 71°52′52″W﻿ / ﻿45.30722°N 71.88111°W\n",
      "45.30722\n",
      "-71.88111\n",
      "47°49′58″N 69°32′04″W﻿ / ﻿47.83278°N 69.53444°W\n",
      "47.83278\n",
      "-69.53444\n",
      "45°24′07″N 71°53′57″W﻿ / ﻿45.40194°N 71.89917°W\n",
      "45.40194\n",
      "-71.89917\n",
      "45°16′21″N 72°06′22″W﻿ / ﻿45.27250°N 72.10611°W\n",
      "45.2725\n",
      "-72.10611\n",
      "45°50′20″N 75°38′50″W﻿ / ﻿45.83889°N 75.64722°W\n",
      "45.83889\n",
      "-75.64722\n",
      "Gatineau\n",
      "45.4283596\n",
      "-75.7106204\n",
      "Gatineau\n",
      "45.4283596\n",
      "-75.7106204\n",
      "Sherbrooke\n",
      "45.403271\n",
      "-71.889038\n",
      "48°34′37″N 71°38′05″W﻿ / ﻿48.57694°N 71.63472°W\n",
      "48.57694\n",
      "-71.63472\n",
      "46°38′07″N 71°02′42″W﻿ / ﻿46.6354°N 71.0449°W\n",
      "46.6354\n",
      "-71.0449\n",
      "48°41′54″N 71°12′46″W﻿ / ﻿48.69833°N 71.21278°W\n",
      "48.69833\n",
      "-71.21278\n",
      "45°52′42″N 76°41′46″W﻿ / ﻿45.8782°N 76.6962°W\n",
      "45.8782\n",
      "-76.6962\n",
      "48°25′00″N 71°15′20″W﻿ / ﻿48.4167°N 71.2555°W\n",
      "48.4167\n",
      "-71.2555\n",
      "48°25′18″N 71°15′15″W﻿ / ﻿48.4218°N 71.2542°W\n",
      "48.4218\n",
      "-71.2542\n",
      "48°12′27″N 70°17′05″W﻿ / ﻿48.20750°N 70.28472°W\n",
      "48.2075\n",
      "-70.28472\n",
      "48°24′39″N 68°33′11″W﻿ / ﻿48.4108°N 68.5530°W\n",
      "48.4108\n",
      "-68.553\n",
      "La Sarre\n",
      "48.8000956\n",
      "-79.2010223\n",
      "La Sarre\n",
      "48.8000956\n",
      "-79.2010223\n",
      "48°09′20″N 65°20′48″W﻿ / ﻿48.15556°N 65.34667°W\n",
      "48.15556\n",
      "-65.34667\n",
      "Low\n",
      "45.811333\n",
      "-75.952263\n",
      "50°19′25″N 64°27′19″W﻿ / ﻿50.32361°N 64.45528°W\n",
      "50.32361\n",
      "-64.45528\n",
      "Wemindji\n",
      "53.0227158\n",
      "-78.75135341717959\n",
      "45°33′36″N 75°25′20″W﻿ / ﻿45.56000°N 75.42222°W\n",
      "45.56\n",
      "-75.42222\n",
      "46°44′27″N 71°41′55″W﻿ / ﻿46.74083°N 71.69861°W\n",
      "46.74083\n",
      "-71.69861\n",
      "45°15′46″N 72°08′40″W﻿ / ﻿45.26278°N 72.14444°W\n",
      "45.26278\n",
      "-72.14444\n",
      "48°54′21″N 72°12′25″W﻿ / ﻿48.90583°N 72.20694°W\n",
      "48.90583\n",
      "-72.20694\n",
      "Montmagny\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "46.9826328\n",
      "-70.555916\n",
      "Melbourne\n",
      "43.7841325\n",
      "-66.0551226\n",
      "Sainte-Claire de Bellechasse\n",
      "46.600629\n",
      "-70.864906\n",
      "48°28′00″N 71°14′12″W﻿ / ﻿48.46667°N 71.23667°W\n",
      "48.46667\n",
      "-71.23667\n",
      "48°53′34″N 71°02′16″W﻿ / ﻿48.8929°N 71.0377°W\n",
      "48.8929\n",
      "-71.0377\n",
      "45°24′15″N 71°53′50″W﻿ / ﻿45.40417°N 71.89722°W\n",
      "45.40417\n",
      "-71.89722\n",
      "Coaticook\n",
      "45.1334169\n",
      "-71.803479\n",
      "Port-Cartier\n",
      "50.0256962\n",
      "-66.8818986\n",
      "45°32′02″N 75°37′30″W﻿ / ﻿45.5340°N 75.6250°W\n",
      "45.534\n",
      "-75.625\n",
      "48°15′57″N 69°37′47″W﻿ / ﻿48.2657°N 69.6296°W\n",
      "48.2657\n",
      "-69.6296\n",
      "48°24′27″N 71°07′29″W﻿ / ﻿48.4075°N 71.1246°W\n",
      "48.4075\n",
      "-71.1246\n",
      "48°39′28″N 69°07′57″W﻿ / ﻿48.6579°N 69.1324°W\n",
      "48.6579\n",
      "-69.1324\n",
      "48°39′20″N 69°10′36″W﻿ / ﻿48.6555°N 69.1766°W\n",
      "48.6555\n",
      "-69.1766\n",
      "48°41′29″N 69°20′21″W﻿ / ﻿48.6913°N 69.3391°W\n",
      "48.6913\n",
      "-69.3391\n",
      "La Tuque\n",
      "47.441092\n",
      "-72.78511\n",
      "46°02′45″N 73°43′50″W﻿ / ﻿46.04583°N 73.73056°W\n",
      "46.04583\n",
      "-73.73056\n",
      "47°49′59″N 69°31′52″W﻿ / ﻿47.83306°N 69.53111°W\n",
      "47.83306\n",
      "-69.53111\n",
      "45°20′31″N 71°59′37″W﻿ / ﻿45.34194°N 71.99361°W\n",
      "45.34194\n",
      "-71.99361\n",
      "48°44′06″N 69°03′54″W﻿ / ﻿48.7349°N 69.0650°W\n",
      "48.7349\n",
      "-69.065\n",
      "48°43′57″N 69°10′17″W﻿ / ﻿48.7325°N 69.1715°W\n",
      "48.7325\n",
      "-69.1715\n",
      "48°44′06″N 69°03′54″W﻿ / ﻿48.7349°N 69.0650°W\n",
      "48.7349\n",
      "-69.065\n",
      "48°24′46″N 71°06′02″W﻿ / ﻿48.4127°N 71.1005°W\n",
      "48.4127\n",
      "-71.1005\n",
      "46°42′38″N 72°04′36″W﻿ / ﻿46.71056°N 72.07667°W\n",
      "46.71056\n",
      "-72.07667\n",
      "45°48′33″N 74°01′47″W﻿ / ﻿45.80917°N 74.02972°W\n",
      "45.80917\n",
      "-74.02972\n",
      "Saint-Jovite\n",
      "46.11588\n",
      "-74.5891426\n",
      "Saint-Lambert\n",
      "45.5016203\n",
      "-73.5102981\n",
      "45°08′20″N 71°48′30″W﻿ / ﻿45.13889°N 71.80833°W\n",
      "45.13889\n",
      "-71.80833\n",
      "Saint-Paulin\n",
      "46.417742\n",
      "-73.013763\n",
      "46°47′54″N 70°44′55″W﻿ / ﻿46.79833°N 70.74861°W\n",
      "46.79833\n",
      "-70.74861\n",
      "46°01′47″N 72°28′49″W﻿ / ﻿46.02972°N 72.48028°W\n",
      "46.02972\n",
      "-72.48028\n",
      "50°11′51″N 66°38′11″W﻿ / ﻿50.1974°N 66.6363°W\n",
      "50.1974\n",
      "-66.6363\n",
      "50°12′46″N 66°39′39″W﻿ / ﻿50.2129°N 66.6607°W\n",
      "50.2129\n",
      "-66.6607\n",
      "48°26′54″N 71°12′54″W﻿ / ﻿48.44833°N 71.21500°W\n",
      "48.44833\n",
      "-71.215\n",
      "45°37′15″N 72°57′20″W﻿ / ﻿45.62083°N 72.95556°W\n",
      "45.62083\n",
      "-72.95556\n",
      "Shawinigan\n",
      "46.5389609\n",
      "-72.7467621\n",
      "45°55′08″N 76°55′13″W﻿ / ﻿45.9189°N 76.9204°W\n",
      "45.9189\n",
      "-76.9204\n",
      "45°39′41″N 71°27′49″W﻿ / ﻿45.66139°N 71.46361°W\n",
      "45.66139\n",
      "-71.46361\n",
      "45°29′52″N 71°37′12″W﻿ / ﻿45.49778°N 71.62000°W\n",
      "45.49778\n",
      "-71.62\n",
      "Windsor\n",
      "42.317099\n",
      "-83.0353434\n",
      "48°42′08″N 67°52′21″W﻿ / ﻿48.7022°N 67.8725°W\n",
      "48.7022\n",
      "-67.8725\n",
      "48°12′10″N 66°07′42″W﻿ / ﻿48.2027°N 66.1283°W\n",
      "48.2027\n",
      "-66.1283\n",
      "Gaspé\n",
      "48.6580556\n",
      "-65.7527778\n",
      "46°05′49″N 71°38′51″W﻿ / ﻿46.0970°N 71.6476°W\n",
      "46.097\n",
      "-71.6476\n",
      "46°10′26″N 71°21′05″W﻿ / ﻿46.1739°N 71.3513°W\n",
      "46.1739\n",
      "-71.3513\n",
      "49°12′23″N 65°26′54″W﻿ / ﻿49.2063°N 65.4483°W\n",
      "49.2063\n",
      "-65.4483\n",
      "48°43′37″N 67°37′51″W﻿ / ﻿48.7269°N 67.6307°W\n",
      "48.7269\n",
      "-67.6307\n",
      "49°05′38″N 64°39′13″W﻿ / ﻿49.0938°N 64.6536°W\n",
      "49.0938\n",
      "-64.6536\n",
      "48°23′21″N 67°45′06″W﻿ / ﻿48.3892°N 67.7517°W\n",
      "48.3892\n",
      "-67.7517\n",
      "Cap-Chat\n",
      "49.0959673\n",
      "-66.6878834\n",
      "Matane\n",
      "48.8468633\n",
      "-67.5295977\n",
      "48°02′15″N 67°27′58″W﻿ / ﻿48.0375°N 67.4662°W\n",
      "48.0375\n",
      "-67.4662\n",
      "46°34′49″N 70°26′24″W﻿ / ﻿46.5804°N 70.4399°W\n",
      "46.5804\n",
      "-70.4399\n",
      "49°10′45″N 64°57′12″W﻿ / ﻿49.1792°N 64.9534°W\n",
      "49.1792\n",
      "-64.9534\n",
      "49°12′03″N 65°39′26″W﻿ / ﻿49.2009°N 65.6573°W\n",
      "49.2009\n",
      "-65.6573\n",
      "Murdochville\n",
      "48.9602586\n",
      "-65.4958491\n",
      "Murdochville\n",
      "48.9602586\n",
      "-65.4958491\n",
      "45°17′58″N 73°36′27″W﻿ / ﻿45.2994°N 73.6074°W\n",
      "45.2994\n",
      "-73.6074\n",
      "48°12′47″N 65°41′10″W﻿ / ﻿48.2131°N 65.6860°W\n",
      "48.2131\n",
      "-65.686\n",
      "45°41′32″N 70°32′56″W﻿ / ﻿45.6923°N 70.5490°W\n",
      "45.6923\n",
      "-70.549\n",
      "47°22′20″N 70°51′39″W﻿ / ﻿47.3721°N 70.8609°W\n",
      "47.3721\n",
      "-70.8609\n",
      "48°37′46″N 67°51′56″W﻿ / ﻿48.6295°N 67.8655°W\n",
      "48.6295\n",
      "-67.8655\n",
      "47°55′07″N 69°13′04″W﻿ / ﻿47.9185°N 69.2177°W\n",
      "47.9185\n",
      "-69.2177\n",
      "Saint-Ulric\n",
      "48.7881708\n",
      "-67.6961193\n",
      "45°28′51″N 71°57′08″W﻿ / ﻿45.4808°N 71.9521°W\n",
      "45.4808\n",
      "-71.9521\n",
      "48°52′48″N 72°13′04″W﻿ / ﻿48.8800°N 72.2178°W\n",
      "48.88\n",
      "-72.2178\n",
      "45°27′49″N 72°46′50″W﻿ / ﻿45.4637°N 72.7806°W\n",
      "45.4637\n",
      "-72.7806\n",
      "Chapais\n",
      "49.783855\n",
      "-74.8568112\n",
      "48°44′44″N 72°30′45″W﻿ / ﻿48.7456°N 72.5124°W\n",
      "48.7456\n",
      "-72.5124\n",
      "45°49′10″N 72°22′31″W﻿ / ﻿45.8194°N 72.3754°W\n",
      "45.8194\n",
      "-72.3754\n",
      "46°03′52″N 73°15′10″W﻿ / ﻿46.0645°N 73.2528°W\n",
      "46.0645\n",
      "-73.2528\n",
      "Senneterre\n",
      "48.390458\n",
      "-77.242813\n",
      "46°42′40″N 79°05′47″W﻿ / ﻿46.7111°N 79.0963°W\n",
      "46.7111\n",
      "-79.0963\n",
      "45°36′03″N 75°15′20″W﻿ / ﻿45.6008°N 75.2555°W\n",
      "45.6008\n",
      "-75.2555\n",
      "46°23′42″N 72°21′21″W﻿ / ﻿46.39500°N 72.35583°W\n",
      "46.395\n",
      "-72.35583\n",
      "46°23′31″N 72°21′8″W﻿ / ﻿46.39194°N 72.35222°W\n",
      "46.39194\n",
      "-72.35222\n",
      "48°12′51″N 78°17′59″W﻿ / ﻿48.21417°N 78.29972°W\n",
      "48.21417\n",
      "-78.29972\n",
      "45°24′55″N 73°26′14″W﻿ / ﻿45.41528°N 73.43722°W\n",
      "45.41528\n",
      "-73.43722\n",
      "45°59′50″N 73°10′20″W﻿ / ﻿45.99722°N 73.17222°W\n",
      "45.99722\n",
      "-73.17222\n",
      "46°22′2″N 72°24′15″W﻿ / ﻿46.36722°N 72.40417°W\n",
      "46.36722\n",
      "-72.40417\n",
      "47°22′26″N 61°53′07″W﻿ / ﻿47.37389°N 61.88528°W\n",
      "47.37389\n",
      "-61.88528\n",
      "Entry Island\n",
      "51.1424274\n",
      "-56.8335075\n",
      "Akulivik\n",
      "60.84696005\n",
      "-78.12441474411776\n",
      "Aupaluk\n",
      "59.2951037\n",
      "-69.57007752976564\n",
      "Blanc-Sablon\n",
      "51.4273974\n",
      "-57.1330112\n",
      "Clova\n",
      "48.1090188\n",
      "-75.3601972\n",
      "Inukjuak\n",
      "58.470503750000006\n",
      "-78.1249810652911\n",
      "Ivujivik\n",
      "62.4130501\n",
      "-77.9094024\n",
      "Kangiqsualujjuaq\n",
      "58.6933642\n",
      "-65.9531992\n",
      "Kangiqsujuaq\n",
      "61.6020339\n",
      "-71.9499736\n",
      "Kangirsuk\n",
      "60.0178159\n",
      "-70.0135443\n",
      "Kuujjuaq\n",
      "58.1066864\n",
      "-68.4038778\n",
      "Kuujjuarapik\n",
      "55.2845992\n",
      "-77.7576525\n",
      "La Romaine\n",
      "51.6035454\n",
      "-63.6732817\n",
      "La Tabatière\n",
      "50.8337972\n",
      "-58.9687809\n",
      "50°59′56″N 59°03′42″W﻿ / ﻿50.99889°N 59.06167°W\n",
      "50.99889\n",
      "-59.06167\n",
      "Opitciwan\n",
      "48.6564527\n",
      "-74.9409257\n",
      "Port-Menier\n",
      "49.8179257\n",
      "-64.3515483\n",
      "Puvirnituk\n",
      "Quaqtaq\n",
      "61.0407114\n",
      "-69.6310759\n",
      "Salluit\n",
      "62.1972958\n",
      "-75.6397109\n",
      "Schefferville\n",
      "54.8005133\n",
      "-66.820626\n",
      "St-Augustin\n",
      "51.2252731\n",
      "-58.6492601\n",
      "Tasiujaq\n",
      "58.712561300000004\n",
      "-69.95567853275077\n",
      "Umiujaq\n",
      "56.5728431\n",
      "-76.48857\n",
      "Wemotaci\n",
      "47.9024882\n",
      "-73.785114\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(quebec_df)\n",
    "quebec_df=quebec_df[['Name','Location','lat','lon','Type','Capacity (MW)','Date','Owner']]\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
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       "        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>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Beauharnois</td>\n",
       "      <td>45°18′51″N 73°54′37″W﻿ / ﻿45.31417°N 73.91028°W</td>\n",
       "      <td>45.3142</td>\n",
       "      <td>-73.9103</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1906</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Beaumont</td>\n",
       "      <td>47°33′20″N 72°50′12″W﻿ / ﻿47.55556°N 72.83667°W</td>\n",
       "      <td>47.5556</td>\n",
       "      <td>-72.8367</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>270</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bersimis-1</td>\n",
       "      <td>49°18′31″N 69°33′50″W﻿ / ﻿49.30861°N 69.56389°W</td>\n",
       "      <td>49.3086</td>\n",
       "      <td>-69.5639</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1178</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bersimis-2</td>\n",
       "      <td>49°10′02″N 69°14′26″W﻿ / ﻿49.16722°N 69.24056°W</td>\n",
       "      <td>49.1672</td>\n",
       "      <td>-69.2406</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>869</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Brisay</td>\n",
       "      <td>54°27′16″N 70°31′09″W﻿ / ﻿54.45444°N 70.51917°W</td>\n",
       "      <td>54.4544</td>\n",
       "      <td>-70.5192</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>469</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Schefferville[note 13]</td>\n",
       "      <td>Schefferville</td>\n",
       "      <td>54.8005</td>\n",
       "      <td>-66.8206</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>6.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hydro-Québec Distribution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>St-Augustin[note 10]</td>\n",
       "      <td>St-Augustin</td>\n",
       "      <td>51.2253</td>\n",
       "      <td>-58.6493</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>0.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hydro-Québec Distribution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Tasiujaq</td>\n",
       "      <td>Tasiujaq</td>\n",
       "      <td>58.7126</td>\n",
       "      <td>-69.9557</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>0.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hydro-Québec Distribution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Umiujaq</td>\n",
       "      <td>Umiujaq</td>\n",
       "      <td>56.5728</td>\n",
       "      <td>-76.4886</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>1.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hydro-Québec Distribution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Wemotaci[112][note 14]</td>\n",
       "      <td>Wemotaci</td>\n",
       "      <td>47.9025</td>\n",
       "      <td>-73.7851</td>\n",
       "      <td>Offgrid</td>\n",
       "      <td>2.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hydro-Québec Distribution</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>238 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Name                                         Location  \\\n",
       "0              Beauharnois  45°18′51″N 73°54′37″W﻿ / ﻿45.31417°N 73.91028°W   \n",
       "1                 Beaumont  47°33′20″N 72°50′12″W﻿ / ﻿47.55556°N 72.83667°W   \n",
       "2               Bersimis-1  49°18′31″N 69°33′50″W﻿ / ﻿49.30861°N 69.56389°W   \n",
       "3               Bersimis-2  49°10′02″N 69°14′26″W﻿ / ﻿49.16722°N 69.24056°W   \n",
       "4                   Brisay  54°27′16″N 70°31′09″W﻿ / ﻿54.45444°N 70.51917°W   \n",
       "..                     ...                                              ...   \n",
       "21  Schefferville[note 13]                                    Schefferville   \n",
       "22    St-Augustin[note 10]                                      St-Augustin   \n",
       "23                Tasiujaq                                         Tasiujaq   \n",
       "24                 Umiujaq                                          Umiujaq   \n",
       "25  Wemotaci[112][note 14]                                         Wemotaci   \n",
       "\n",
       "        lat      lon           Type Capacity Date                      Owner  \n",
       "0   45.3142 -73.9103  Hydroelectric     1906  NaN                        NaN  \n",
       "1   47.5556 -72.8367  Hydroelectric      270  NaN                        NaN  \n",
       "2   49.3086 -69.5639  Hydroelectric     1178  NaN                        NaN  \n",
       "3   49.1672 -69.2406  Hydroelectric      869  NaN                        NaN  \n",
       "4   54.4544 -70.5192  Hydroelectric      469  NaN                        NaN  \n",
       "..      ...      ...            ...      ...  ...                        ...  \n",
       "21  54.8005 -66.8206        Offgrid      6.8  NaN  Hydro-Québec Distribution  \n",
       "22  51.2253 -58.6493        Offgrid      0.4  NaN  Hydro-Québec Distribution  \n",
       "23  58.7126 -69.9557        Offgrid      0.9  NaN  Hydro-Québec Distribution  \n",
       "24  56.5728 -76.4886        Offgrid      1.1  NaN  Hydro-Québec Distribution  \n",
       "25  47.9025 -73.7851        Offgrid      2.2  NaN  Hydro-Québec Distribution  \n",
       "\n",
       "[238 rows x 8 columns]"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "quebec_df=quebec_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "quebec_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Estevan\n",
      "49.1428076\n",
      "-102.9910752\n",
      "Near Swift Current\n",
      "50.285829\n",
      "-107.800598\n",
      "Near Uranium City\n",
      "59.569114\n",
      "-108.616333\n",
      "Near Elbow\n",
      "51.1191284\n",
      "-106.5986872\n",
      "Nutrien Cory Mine Near Saskatoon\n",
      "Near Gull Lake\n",
      "50.0958306\n",
      "-108.4829951\n",
      "Near Nipawin\n",
      "53.362846\n",
      "-104.017181\n",
      "Near Kerrobert\n",
      "51.9158875\n",
      "-109.1365445\n",
      "Near Sandy Bay\n",
      "55.5257599\n",
      "-102.3130978\n",
      "Near Landis\n",
      "52.2\n",
      "-108.45\n",
      "Near Meadow Lake\n",
      "54.13026\n",
      "-108.435059\n",
      "Near Nipawin\n",
      "53.362846\n",
      "-104.017181\n",
      "Near Coronach\n",
      "49.1076658\n",
      "-105.5209558\n",
      "Estevan\n",
      "49.1428076\n",
      "-102.9910752\n",
      "Saskatoon\n",
      "52.131802\n",
      "-106.660767\n",
      "Near Uranium City\n",
      "59.569114\n",
      "-108.616333\n",
      "Near Uranium City\n",
      "59.569114\n",
      "-108.616333\n",
      "North Battleford\n",
      "52.776186\n",
      "-108.300476\n",
      "Alameda\n",
      "-22.8652345\n",
      "-43.0638742\n",
      "Estlin\n",
      "50.2540322\n",
      "-104.5299664\n",
      "Kerrobert\n",
      "51.92165345\n",
      "-109.14046486526189\n",
      "Near Moosomin\n",
      "50.1443787\n",
      "-101.6690594\n",
      "Loreburn\n",
      "51.2300118\n",
      "-106.5984974\n",
      "Lloydminster\n",
      "53.279995\n",
      "-110.00885\n",
      "Near Swift Current\n",
      "50.285829\n",
      "-107.800598\n",
      "Near North Battleford\n",
      "52.776186\n",
      "-108.300476\n",
      "Near Esterhazy\n",
      "50.6536237\n",
      "-102.0763357\n",
      "Near Swift Current\n",
      "50.285829\n",
      "-107.800598\n",
      "Near Grenfell\n",
      "50.411344\n",
      "-102.9300253\n"
     ]
    }
   ],
   "source": [
    "getcoordinates(saskatchewan_df)\n",
    "saskatchewan_df=saskatchewan_df[['Name','Location','lat','lon','Type','Owner']]\n",
    "saskatchewan_df=saskatchewan_df.rename(columns={'Capacity (MW)':\"Capacity\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "61°02′07″N 137°03′12″W﻿ / ﻿61.0353081°N 137.0532417°W\n",
      "61.0353081\n",
      "-137.0532417\n",
      "60°43′22″N 135°11′05″W﻿ / ﻿60.72278°N 135.18472°W\n",
      "60.72278\n",
      "-135.18472\n",
      "63°39′24″N 135°55′04″W﻿ / ﻿63.6566208°N 135.9179109°W\n",
      "63.6566208\n",
      "-135.9179109\n",
      "60°41′38″N 135°02′25″W﻿ / ﻿60.693771°N 135.040206°W\n",
      "60.693771\n",
      "-135.040206\n",
      "60°44′51″N 135°13′34″W﻿ / ﻿60.74750°N 135.22611°W\n",
      "60.7475\n",
      "-135.22611\n"
     ]
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
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       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Ref</th>\n",
       "      <th>Type</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Aishihik Hydroelectric Dam</td>\n",
       "      <td>61°02′07″N 137°03′12″W﻿ / ﻿61.0353081°N 137.05...</td>\n",
       "      <td>61.035308</td>\n",
       "      <td>-137.053242</td>\n",
       "      <td>30.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[2]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Fish Lake</td>\n",
       "      <td>60°43′22″N 135°11′05″W﻿ / ﻿60.72278°N 135.18472°W</td>\n",
       "      <td>60.722780</td>\n",
       "      <td>-135.184720</td>\n",
       "      <td>1.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Electrical</td>\n",
       "      <td>[3]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Mayo Hydroelectric Dam</td>\n",
       "      <td>63°39′24″N 135°55′04″W﻿ / ﻿63.6566208°N 135.91...</td>\n",
       "      <td>63.656621</td>\n",
       "      <td>-135.917911</td>\n",
       "      <td>5.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[2]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Whitehorse Rapids Hydroelectric Dam</td>\n",
       "      <td>60°41′38″N 135°02′25″W﻿ / ﻿60.693771°N 135.040...</td>\n",
       "      <td>60.693771</td>\n",
       "      <td>-135.040206</td>\n",
       "      <td>40.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Hydroelectric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Haeckel Hill</td>\n",
       "      <td>60°44′51″N 135°13′34″W﻿ / ﻿60.74750°N 135.22611°W</td>\n",
       "      <td>60.747500</td>\n",
       "      <td>-135.226110</td>\n",
       "      <td>0.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "      <td>[4]</td>\n",
       "      <td>Wind</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                  Name  \\\n",
       "0           Aishihik Hydroelectric Dam   \n",
       "1                            Fish Lake   \n",
       "2               Mayo Hydroelectric Dam   \n",
       "3  Whitehorse Rapids Hydroelectric Dam   \n",
       "0                         Haeckel Hill   \n",
       "\n",
       "                                            Location        lat         lon  \\\n",
       "0  61°02′07″N 137°03′12″W﻿ / ﻿61.0353081°N 137.05...  61.035308 -137.053242   \n",
       "1  60°43′22″N 135°11′05″W﻿ / ﻿60.72278°N 135.18472°W  60.722780 -135.184720   \n",
       "2  63°39′24″N 135°55′04″W﻿ / ﻿63.6566208°N 135.91...  63.656621 -135.917911   \n",
       "3  60°41′38″N 135°02′25″W﻿ / ﻿60.693771°N 135.040...  60.693771 -135.040206   \n",
       "0  60°44′51″N 135°13′34″W﻿ / ﻿60.74750°N 135.22611°W  60.747500 -135.226110   \n",
       "\n",
       "   Capacity  Date                     Owner  Ref           Type  \n",
       "0     30.00   NaN  Yukon Energy Corporation  [2]  Hydroelectric  \n",
       "1      1.30   NaN          Yukon Electrical  [3]  Hydroelectric  \n",
       "2      5.00   NaN  Yukon Energy Corporation  [2]  Hydroelectric  \n",
       "3     40.00   NaN  Yukon Energy Corporation  [4]  Hydroelectric  \n",
       "0      0.81   NaN  Yukon Energy Corporation  [4]           Wind  "
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "getcoordinates(yukon_df)\n",
    "yukon_df=yukon_df.rename(columns={'Capacity (MW)':\"Capacity\"})\n",
    "yukon_df.head()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [],
   "source": [
    "yukon_df=yukon_df[['Name','Location','lat','lon','Type',\"Capacity\",'Date','Owner']]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th {\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Location</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Type</th>\n",
       "      <th>Capacity</th>\n",
       "      <th>Date</th>\n",
       "      <th>Owner</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Genesee Generating Station 1&amp;2</td>\n",
       "      <td>53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W</td>\n",
       "      <td>53.3431</td>\n",
       "      <td>-114.303</td>\n",
       "      <td>Coal</td>\n",
       "      <td>820</td>\n",
       "      <td>1989–1994</td>\n",
       "      <td>Capital Power</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Genesee Generating Station 3</td>\n",
       "      <td>53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W</td>\n",
       "      <td>53.3431</td>\n",
       "      <td>-114.303</td>\n",
       "      <td>Coal</td>\n",
       "      <td>466</td>\n",
       "      <td>2005</td>\n",
       "      <td>Capital Power, TransAlta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Keephills Generating Station 1&amp;2</td>\n",
       "      <td>Duffield</td>\n",
       "      <td>53.526</td>\n",
       "      <td>-114.346</td>\n",
       "      <td>Coal</td>\n",
       "      <td>766</td>\n",
       "      <td>1983–1984</td>\n",
       "      <td>TransAlta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Keephills Generating Station 3</td>\n",
       "      <td>Duffield</td>\n",
       "      <td>53.526</td>\n",
       "      <td>-114.346</td>\n",
       "      <td>Coal</td>\n",
       "      <td>450</td>\n",
       "      <td>2011</td>\n",
       "      <td>Capital Power, TransAlta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Sheerness Generating Station</td>\n",
       "      <td>Hanna</td>\n",
       "      <td>51.6429</td>\n",
       "      <td>-111.927</td>\n",
       "      <td>Coal</td>\n",
       "      <td>780</td>\n",
       "      <td>1986–1990</td>\n",
       "      <td>Heartland Generation, TransAlta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1075</th>\n",
       "      <td>Aishihik Hydroelectric Dam</td>\n",
       "      <td>61°02′07″N 137°03′12″W﻿ / ﻿61.0353081°N 137.05...</td>\n",
       "      <td>61.0353</td>\n",
       "      <td>-137.053</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1076</th>\n",
       "      <td>Fish Lake</td>\n",
       "      <td>60°43′22″N 135°11′05″W﻿ / ﻿60.72278°N 135.18472°W</td>\n",
       "      <td>60.7228</td>\n",
       "      <td>-135.185</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>1.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Electrical</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1077</th>\n",
       "      <td>Mayo Hydroelectric Dam</td>\n",
       "      <td>63°39′24″N 135°55′04″W﻿ / ﻿63.6566208°N 135.91...</td>\n",
       "      <td>63.6566</td>\n",
       "      <td>-135.918</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1078</th>\n",
       "      <td>Whitehorse Rapids Hydroelectric Dam</td>\n",
       "      <td>60°41′38″N 135°02′25″W﻿ / ﻿60.693771°N 135.040...</td>\n",
       "      <td>60.6938</td>\n",
       "      <td>-135.04</td>\n",
       "      <td>Hydroelectric</td>\n",
       "      <td>40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1079</th>\n",
       "      <td>Haeckel Hill</td>\n",
       "      <td>60°44′51″N 135°13′34″W﻿ / ﻿60.74750°N 135.22611°W</td>\n",
       "      <td>60.7475</td>\n",
       "      <td>-135.226</td>\n",
       "      <td>Wind</td>\n",
       "      <td>0.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yukon Energy Corporation</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1080 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     Name  \\\n",
       "0          Genesee Generating Station 1&2   \n",
       "1            Genesee Generating Station 3   \n",
       "2        Keephills Generating Station 1&2   \n",
       "3          Keephills Generating Station 3   \n",
       "4            Sheerness Generating Station   \n",
       "...                                   ...   \n",
       "1075           Aishihik Hydroelectric Dam   \n",
       "1076                            Fish Lake   \n",
       "1077               Mayo Hydroelectric Dam   \n",
       "1078  Whitehorse Rapids Hydroelectric Dam   \n",
       "1079                         Haeckel Hill   \n",
       "\n",
       "                                               Location      lat      lon  \\\n",
       "0     53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W  53.3431 -114.303   \n",
       "1     53°20′35″N 114°18′11″W﻿ / ﻿53.34306°N 114.30306°W  53.3431 -114.303   \n",
       "2                                              Duffield   53.526 -114.346   \n",
       "3                                              Duffield   53.526 -114.346   \n",
       "4                                                 Hanna  51.6429 -111.927   \n",
       "...                                                 ...      ...      ...   \n",
       "1075  61°02′07″N 137°03′12″W﻿ / ﻿61.0353081°N 137.05...  61.0353 -137.053   \n",
       "1076  60°43′22″N 135°11′05″W﻿ / ﻿60.72278°N 135.18472°W  60.7228 -135.185   \n",
       "1077  63°39′24″N 135°55′04″W﻿ / ﻿63.6566208°N 135.91...  63.6566 -135.918   \n",
       "1078  60°41′38″N 135°02′25″W﻿ / ﻿60.693771°N 135.040...  60.6938  -135.04   \n",
       "1079  60°44′51″N 135°13′34″W﻿ / ﻿60.74750°N 135.22611°W  60.7475 -135.226   \n",
       "\n",
       "               Type Capacity       Date                            Owner  \n",
       "0              Coal      820  1989–1994                    Capital Power  \n",
       "1              Coal      466       2005         Capital Power, TransAlta  \n",
       "2              Coal      766  1983–1984                        TransAlta  \n",
       "3              Coal      450       2011         Capital Power, TransAlta  \n",
       "4              Coal      780  1986–1990  Heartland Generation, TransAlta  \n",
       "...             ...      ...        ...                              ...  \n",
       "1075  Hydroelectric       30        NaN         Yukon Energy Corporation  \n",
       "1076  Hydroelectric      1.3        NaN                 Yukon Electrical  \n",
       "1077  Hydroelectric        5        NaN         Yukon Energy Corporation  \n",
       "1078  Hydroelectric       40        NaN         Yukon Energy Corporation  \n",
       "1079           Wind     0.81        NaN         Yukon Energy Corporation  \n",
       "\n",
       "[1080 rows x 8 columns]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "canada_location = alberta_df.append(bc_df).append(manitoba_df).append(nb_df).append(nfl_df).append(nwt_df).append(ns_df).append(nunavut_df).append(ontario_df).append(pei_df).append(quebec_df).append(saskatchewan_df).append(yukon_df)\n",
    "canada_location=canada_location[['Name', 'Location' , 'lat', 'lon', 'Type', 'Capacity', 'Date','Owner']]\n",
    "canada_location.reset_index(inplace=True, drop=True)\n",
    "canada_location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "#import the postgresql database\n",
    "from sqlalchemy import create_engine\n",
    "engine = create_engine('postgres://zaduqyjf:EWKQdSG0Y6c1oin0T_bc6HaULsB8ODus@salt.db.elephantsql.com:5432/zaduqyjf') \n",
    "conn = engine.connect()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "canada_location.to_sql('canada_location', conn , if_exists='replace', index = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/farihasiddiqui/opt/anaconda3/envs/PythonData/lib/python3.6/site-packages/IPython/core/interactiveshell.py:3063: DtypeWarning: Columns (13) have mixed types.Specify dtype option on import or set low_memory=False.\n",
      "  interactivity=interactivity, compiler=compiler, result=result)\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Date</th>\n",
       "      <th>GEO</th>\n",
       "      <th>Type of electricity generation</th>\n",
       "      <th>UOM_ID</th>\n",
       "      <th>SCALAR_ID</th>\n",
       "      <th>VALUE</th>\n",
       "      <th>TERMINATED</th>\n",
       "      <th>DECIMALS</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Combustion turbine</td>\n",
       "      <td>7560</td>\n",
       "      <td>0</td>\n",
       "      <td>18222022.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Conventional steam turbine</td>\n",
       "      <td>7560</td>\n",
       "      <td>0</td>\n",
       "      <td>94634052.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Hydraulic turbine</td>\n",
       "      <td>5040</td>\n",
       "      <td>0</td>\n",
       "      <td>3907566.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Internal combustion turbine</td>\n",
       "      <td>7560</td>\n",
       "      <td>0</td>\n",
       "      <td>148926.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Other types of electricity generation</td>\n",
       "      <td>5040</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1383</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total all types of electricity generation</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>564134.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1384</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total electricity production from biomass</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1385</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total electricity production from combustible ...</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>137838.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1386</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total electricity production from non-renewabl...</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>137838.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>1387</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Wind power turbine</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>1388 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Date      GEO                     Type of electricity generation  \\\n",
       "0     2008  Alberta                                 Combustion turbine   \n",
       "1     2008  Alberta                         Conventional steam turbine   \n",
       "2     2008  Alberta                                  Hydraulic turbine   \n",
       "3     2008  Alberta                        Internal combustion turbine   \n",
       "4     2008  Alberta              Other types of electricity generation   \n",
       "...    ...      ...                                                ...   \n",
       "1383  2020    Yukon          Total all types of electricity generation   \n",
       "1384  2020    Yukon          Total electricity production from biomass   \n",
       "1385  2020    Yukon  Total electricity production from combustible ...   \n",
       "1386  2020    Yukon  Total electricity production from non-renewabl...   \n",
       "1387  2020    Yukon                                 Wind power turbine   \n",
       "\n",
       "      UOM_ID  SCALAR_ID       VALUE  TERMINATED  DECIMALS  \n",
       "0       7560          0  18222022.0         0.0         0  \n",
       "1       7560          0  94634052.0         0.0         0  \n",
       "2       5040          0   3907566.0         0.0         0  \n",
       "3       7560          0    148926.0         0.0         0  \n",
       "4       5040          0         0.0         0.0         0  \n",
       "...      ...        ...         ...         ...       ...  \n",
       "1383    3780          0    564134.0         0.0         0  \n",
       "1384    3780          0         0.0         0.0         0  \n",
       "1385    3780          0    137838.0         0.0         0  \n",
       "1386    3780          0    137838.0         0.0         0  \n",
       "1387    3780          0         0.0         0.0         0  \n",
       "\n",
       "[1388 rows x 8 columns]"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "import datetime as dt\n",
    "df = pd.read_csv(\"data/Plotly_data_full.csv\")\n",
    "\n",
    "df = df.rename(columns={\"REF_DATE\": \"Date\"})\n",
    "df['Date'] = pd.to_datetime(df['Date'])\n",
    "\n",
    "per = df.Date.dt.to_period(\"Y\")\n",
    "grouped_df = df.groupby([per,\"GEO\",\"Type of electricity generation\"]).sum()\n",
    "\n",
    "grouped_df = grouped_df.reset_index()\n",
    "grouped_df\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "def fill_na(x):\n",
    "    try:\n",
    "        return x.replace(None, 0)\n",
    "    except:\n",
    "        return x\n",
    "    \n",
    "grouped_df = grouped_df.applymap(lambda x: fill_na(x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [],
   "source": [
    "grouped_df['Date'] = grouped_df['Date'].astype(str).astype(int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date                                int64\n",
       "GEO                                object\n",
       "Type of electricity generation     object\n",
       "UOM_ID                              int64\n",
       "SCALAR_ID                           int64\n",
       "VALUE                             float64\n",
       "TERMINATED                        float64\n",
       "DECIMALS                            int64\n",
       "dtype: object"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "grouped_df.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "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>Date</th>\n",
       "      <th>GEO</th>\n",
       "      <th>Type</th>\n",
       "      <th>UOM_ID</th>\n",
       "      <th>SCALAR_ID</th>\n",
       "      <th>VALUE</th>\n",
       "      <th>TERMINATED</th>\n",
       "      <th>DECIMALS</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Combustion turbine</td>\n",
       "      <td>7560</td>\n",
       "      <td>0</td>\n",
       "      <td>18222022.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Conventional steam turbine</td>\n",
       "      <td>7560</td>\n",
       "      <td>0</td>\n",
       "      <td>94634052.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Hydraulic turbine</td>\n",
       "      <td>5040</td>\n",
       "      <td>0</td>\n",
       "      <td>3907566.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Internal combustion turbine</td>\n",
       "      <td>7560</td>\n",
       "      <td>0</td>\n",
       "      <td>148926.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2008</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>Other types of electricity generation</td>\n",
       "      <td>5040</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1383</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total all types of electricity generation</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>564134.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1384</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total electricity production from biomass</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1385</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total electricity production from combustible ...</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>137838.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1386</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Total electricity production from non-renewabl...</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>137838.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1387</th>\n",
       "      <td>2020</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>Wind power turbine</td>\n",
       "      <td>3780</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1388 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Date      GEO                                               Type  \\\n",
       "0     2008  Alberta                                 Combustion turbine   \n",
       "1     2008  Alberta                         Conventional steam turbine   \n",
       "2     2008  Alberta                                  Hydraulic turbine   \n",
       "3     2008  Alberta                        Internal combustion turbine   \n",
       "4     2008  Alberta              Other types of electricity generation   \n",
       "...    ...      ...                                                ...   \n",
       "1383  2020    Yukon          Total all types of electricity generation   \n",
       "1384  2020    Yukon          Total electricity production from biomass   \n",
       "1385  2020    Yukon  Total electricity production from combustible ...   \n",
       "1386  2020    Yukon  Total electricity production from non-renewabl...   \n",
       "1387  2020    Yukon                                 Wind power turbine   \n",
       "\n",
       "      UOM_ID  SCALAR_ID       VALUE  TERMINATED  DECIMALS  \n",
       "0       7560          0  18222022.0         0.0         0  \n",
       "1       7560          0  94634052.0         0.0         0  \n",
       "2       5040          0   3907566.0         0.0         0  \n",
       "3       7560          0    148926.0         0.0         0  \n",
       "4       5040          0         0.0         0.0         0  \n",
       "...      ...        ...         ...         ...       ...  \n",
       "1383    3780          0    564134.0         0.0         0  \n",
       "1384    3780          0         0.0         0.0         0  \n",
       "1385    3780          0    137838.0         0.0         0  \n",
       "1386    3780          0    137838.0         0.0         0  \n",
       "1387    3780          0         0.0         0.0         0  \n",
       "\n",
       "[1388 rows x 8 columns]"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# grouped_df = grouped_df.reset_index()\n",
    "grouped_df = grouped_df.rename(columns={\"Type of electricity generation\": \"Type\"})\n",
    "grouped_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [],
   "source": [
    "grouped_df.to_sql('canada_date', conn , if_exists='replace', index = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "codemirror_mode": {
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