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"stdout", + "output_type": "stream", + "text": [ + "Removed community {'Bhutan'} with only one country.\n", + "Removed community {'Chad'} with only one country.\n", + "Removed community {'Madagascar'} with only one country.\n", + "Removed community {'Niger'} with only one country.\n" + ] + } + ], "source": [ "Wheat2018.find_trade_communities()" ] @@ -131,7 +143,7 @@ "outputs": [ { "data": { - "image/png": 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", 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" ] diff --git a/src/model.py b/src/model.py index 859d1a0..ecf4592 100644 --- a/src/model.py +++ b/src/model.py @@ -5,6 +5,8 @@ import os import geopandas as gpd import country_converter as coco +from matplotlib.colors import ListedColormap +import seaborn as sns plt.style.use( "https://raw.githubusercontent.com/allfed/ALLFED-matplotlib-style-sheet/main/ALLFED.mplstyle" @@ -289,7 +291,7 @@ def build_graph(self): self.trade_graph = trade_graph - def find_trade_communities(self): + def find_trade_communities(self, keep_singletons=False): """ Finds the trade communities in the trade graph using the Louvain algorithm. @@ -302,9 +304,17 @@ def find_trade_communities(self): assert self.trade_graph is not None assert self.trade_communities is None # Find the communities - trade_communities = nx.community.louvain_communities(self.trade_graph) - # Remove all the communities with only one country - trade_communities = [c for c in trade_communities if len(c) > 1] + trade_communities = nx.community.louvain_communities(self.trade_graph, seed=1) + # Remove all the communities with only one country and print the names of the + # communities that are removed + if keep_singletons: + print("Keeping communities with only one country.") + else: + for community in list(trade_communities): + if len(community) == 1: + trade_communities.remove(community) + print(f"Removed community {community} with only one country.") + self.trade_communities = trade_communities def plot_trade_communities(self): @@ -348,11 +358,12 @@ def plot_trade_communities(self): world["community"] = world["names_short"].map(country_community) # Plot the world map and color the countries according to their community + cmap = ListedColormap(sns.color_palette("deep", len(self.trade_communities)).as_hex()) fig, ax = plt.subplots(figsize=(10, 6)) world.plot( ax=ax, column="community", - cmap="tab20", + cmap=cmap, missing_kwds={"color": "lightgrey"}, legend=False, ) @@ -387,6 +398,4 @@ def plot_winkel_tripel_map(ax): border_geojson.plot(ax=ax, edgecolor='black', linewidth=0.1, facecolor='none') ax.grid(False) ax.set_xticks([]) - ax.set_yticks([]) - - + ax.set_yticks([]) \ No newline at end of file From 9e5bf6f8995f0601d8eef3d987981c97da674345 Mon Sep 17 00:00:00 2001 From: Florian Ulrich Jehn Date: Fri, 19 Jan 2024 08:34:25 +0100 Subject: [PATCH 2/5] Cleaned up code and added isimip data from Hedlund --- data/scenario_files/ISIMIP_Hedlung.csv | 240 ++++++++++++++++++ ...8_Global_no_scenario_trade_communities.png | Bin 0 -> 301578 bytes .../Wheat_Y2018_Global_trade_communities.png | Bin 306420 -> 0 bytes scripts/testing.ipynb | 2 +- src/model.py | 97 +++++-- src/utils.py | 14 + 6 files changed, 332 insertions(+), 21 deletions(-) create mode 100644 data/scenario_files/ISIMIP_Hedlung.csv create mode 100644 results/figures/Wheat_Y2018_Global_no_scenario_trade_communities.png delete mode 100644 results/figures/Wheat_Y2018_Global_trade_communities.png create mode 100644 src/utils.py diff --git a/data/scenario_files/ISIMIP_Hedlung.csv b/data/scenario_files/ISIMIP_Hedlung.csv new file mode 100644 index 0000000..5e47e12 --- /dev/null +++ b/data/scenario_files/ISIMIP_Hedlung.csv @@ -0,0 +1,240 @@ +NAME_EN,ISIMIP climate projection; wheat +Indonesia,N/A +Malaysia,N/A +Chile,0.32358399999999998 +Bolivia (Plurinational State of),0.0243870000000000 +Peru,0.54821299999999995 +Argentina,0.11620600000000000 +Cyprus,0.064856999999999998 +India,0.036276000000000003 +China,0.23669399999999999 +Israel,0.34287299999999998 +Palestine,0.31904100000000002 +Lebanon,0.40019900000000003 +Ethiopia,0.25241599999999997 +South Sudan,-0.026820000000000000 +Somalia,0.045053000000000003 +Kenya,0.26873300000000000 +Pakistan,-0.179638000000000 +Malawi,0.227993000000000 +United Republic of Tanzania,0.14412500000000000 +Syrian Arab Republic,0.35538300000000000 +France,0.20990200000000001 +Suriname,N/A +Guyana,N/A +Republic of Korea,0.70601999999999998 +Democratic People's Republic of Korea,0.31798599999999999 +Morocco,0.68886000000000003 +Costa Rica,N/A +Nicaragua,N/A +Congo,N/A +Democratic Republic of the Congo,N/A +Bhutan,0.030086999999999999 +Ukraine,0.16066200000000000 +Belarus,0.21959400000000001 +Namibia,N/A +South Africa,0.15138299999999999 +Saint Martin,N/A +Sint Maarten,N/A +Oman,-0.31681799999999999 +Uzbekistan,0.49949800000000000 +Kazakhstan,0.29819800000000002 +Tajikistan,0.69972199999999996 +Lithuania,0.22292799999999999 +Brazil,-0.0094490000000000008 +Uruguay,0.153877000000000 +Mongolia,0.25531500000000001 +Russian Federation,0.121262000000000 +Czechia,0.41528700000000002 +Germany,0.28457900000000003 +Estonia,0.29220600000000002 +Latvia,0.21117700000000000 +Norway,0.18580500000000000 +Sweden,0.29682700000000001 +Finland,0.27462500000000001 +Viet Nam,-0.160940000000000 +Cambodia,N/A +Luxembourg,0.33254699999999998 +United Arab Emirates,N/A +Belgium,0.32319799999999999 +Georgia,0.20795000000000000 +North Macedonia,0.33846700000000002 +Albania,0.36023200000000000 +Azerbaijan,0.20164399999999999 +Kosovo,0.34219600000000000 +Turkey,0.44236199999999998 +Spain,0.146194000000000 +Lao People's Democratic Republic,-0.0175080000000000 +Kyrgyzstan,0.352404000000000 +Armenia,0.154341000000000 +Denmark,0.31018400000000002 +Libya,0.40588600000000002 +Tunisia,0.19482900000000000 +Romania,0.31040200000000001 +Hungary,0.26683600000000002 +Slovakia,0.33558199999999999 +Poland,0.34066999999999997 +Ireland,0.26772400000000002 +United Kingdom of Great Britain and Northern Ireland,0.30618200000000001 +Greece,0.42234300000000002 +Zambia,0.090510999999999994 +Sierra Leone,N/A +Guinea,N/A +Liberia,N/A +Central African Republic,N/A +Sudan,-0.21604300000000001 +Djibouti,N/A +Eritrea,0.560571000000000 +Austria,0.41056799999999999 +Iraq,0.37897399999999998 +Italy,0.17698000000000000 +Switzerland,0.28373199999999998 +Iran (Islamic Republic of),0.42669099999999999 +Liechtenstein,0.34109000000000000 +Côte d'Ivoire,N/A +Serbia,0.26942800000000000 +Mali,-0.32704600000000000 +Senegal,N/A +Nigeria,-0.08466400000000000 +Benin,N/A +Angola,N/A +Croatia,0.28368599999999999 +Slovenia,0.31150600000000001 +Qatar,N/A +Saudi Arabia,-0.28959800000000002 +Botswana,0.050781000000000000 +Zimbabwe,-0.022959000000000000 +Bulgaria,0.26285599999999998 +Thailand,-0.22132599999999999 +San Marino,0.139551000000000 +Haiti,N/A +Dominican Republic,N/A +Chad,N/A +Kuwait,-0.34221499999999999 +El Salvador,N/A +Guatemala,-0.1021570000000 +Timor-Leste,N/A +Brunei,N/A +Monaco,0.14408000000000 +Algeria,0.093461000000000002 +Mozambique,N/A +eSwatini,N/A +Burundi,0.11935800000000001 +Rwanda,0.070939000000000002 +Myanmar,-0.097782999999999995 +Bangladesh,-0.21047800000000000 +Andorra,0.31989600000000001 +Afghanistan,0.41285100000000002 +Montenegro,0.47508200000000000 +Bosnia and Herzegovina,0.28873700000000002 +Uganda,0.160585000000000 +Guantanamo Bay Naval Base,N/A +Cuba,N/A +Honduras,N/A +Ecuador,0.042063999999999997 +Colombia,0.0082150000000000001 +Paraguay,-0.13214899999999999 +Portugal,0.12361700000000000 +Republic of Moldova,0.22506100000000001 +Turkmenistan,0.40048000000000000 +Jordan,0.070330000000000004 +Nepal,0.36429400000000001 +Lesotho,0.12903400000000001 +Cameroon,N/A +Gabon,N/A +Niger,-0.15344500000000000 +Burkina Faso,N/A +Togo,N/A +Ghana,N/A +Guinea-Bissau,N/A +Gibraltar,N/A +United States of America,0.28265299999999999 +Canada,0.118974000000000 +Mexico,-0.16980100000000001 +Belize,N/A +Panama,N/A +Venezuela (Bolivarian Republic of),N/A +Papua New Guinea,N/A +Egypt,0.089352000000000001 +Yemen,0.17178700000000000 +Mauritania,N/A +Equatorial Guinea,N/A +Gambia,N/A +Hong Kong,N/A +Vatican City,0.0026099999999999999 +Australia,0.50777499999999998 +Greenland,N/A +Fiji,N/A +New Caledonia,N/A +Madagascar,N/A +Philippines,N/A +Sri Lanka,N/A +Curaçao,N/A +Aruba,N/A +The Bahamas,N/A +Turks and Caicos Islands,N/A +Japan,0.53335200000000005 +Saint Pierre and Miquelon,N/A +Iceland,N/A +Pitcairn Islands,N/A +French Polynesia,N/A +French Southern and Antarctic Lands,N/A +Seychelles,N/A +Kiribati,N/A +Marshall Islands,N/A +Trinidad and Tobago,N/A +Grenada,N/A +Saint Vincent and the Grenadines,N/A +Barbados,N/A +Saint Lucia,N/A +Dominica,N/A +Montserrat,N/A +Antigua and Barbuda,N/A +Saint Kitts and Nevis,N/A +United States Virgin Islands,N/A +Saint-Barthélemy,N/A +Puerto Rico,N/A +Anguilla,N/A +British Virgin Islands,N/A +Jamaica,N/A +Cayman Islands,N/A +Bermuda,N/A +Heard Island and McDonald Islands,N/A +Saint Helena,N/A +Mauritius,N/A +Comoros,N/A +São Tomé and Príncipe,N/A +Cape Verde,N/A +Malta,N/A +Jersey,N/A +Guernsey,N/A +Isle of Man,N/A +Faroe Islands,N/A +British Indian Ocean Territory,N/A +Singapore,N/A +Norfolk Island,N/A +Cook Islands,N/A +Tonga,N/A +Wallis and Futuna,N/A +Samoa,N/A +Solomon Islands,N/A +Tuvalu,N/A +Maldives,N/A +Nauru,N/A +Federated States of Micronesia,N/A +South Georgia and the South Sandwich Islands,N/A +Falkland Islands,N/A +Vanuatu,N/A +Niue,N/A +American Samoa,N/A +Palau,N/A 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+++ b/scripts/testing.ipynb @@ -143,7 +143,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] diff --git a/src/model.py b/src/model.py index ecf4592..92b948d 100644 --- a/src/model.py +++ b/src/model.py @@ -7,6 +7,8 @@ import country_converter as coco from matplotlib.colors import ListedColormap import seaborn as sns +from src.preprocessing import main as preprocessing_main +from src.utils import plot_winkel_tripel_map plt.style.use( "https://raw.githubusercontent.com/allfed/ALLFED-matplotlib-style-sheet/main/ALLFED.mplstyle" @@ -25,29 +27,54 @@ class PyTradeShifts: are built relative to this year. percentile (float): The percentile to use for removing countries with low trade. + region (str): The region to extract data for. + testing (bool): Whether to run the methods or not. This is only used for + testing purposes. + scenario_name (str, optional): The name of the scenario to apply. + If None, no scenario is applied. + scenario_file_name (str, optional): The path to the scenario file. + If None, no scenario is applied. + with_preprocessing (bool, optional): Whether to run the preprocessing + or not. Returns: None """ def __init__( - self, crop, base_year, percentile=0.75, region="Global", testing=False + self, + crop, + base_year, + percentile=0.75, + region="Global", + testing=False, + scenario_name=None, + scenario_file_name=None, + with_preprocessing=False, ): - self.base_year = base_year + # Save the arguments self.crop = crop + self.base_year = base_year self.percentile = percentile self.region = region + self.scenario_name = scenario_name + self.scenario_path = scenario_file_name + # State variables to keep track of the progress + self.prebalanced = False + self.reexports_corrected = False + self.no_trade_removed = False + self.scenario_run = False + # variables to keep track of the results self.trade_graph = None self.trade_matrix = None self.production_data = None self.threshold = None - self.prebalanced = False - self.reexports_corrected = False - self.no_trade_removed = False self.trade_communities = None # Don't run the methods if we are testing, so we can test them individually if not testing: + if with_preprocessing: + preprocessing_main(self.crop, self.base_year, self.region) # Read in the data self.load_data() # Remove countries with all zeroes in trade and production @@ -58,6 +85,14 @@ def __init__( self.correct_reexports() # Remove countries with low trade self.remove_below_percentile() + if scenario_name is not None: + self.apply_scenario() + # Build the graph + self.build_graph() + # Find the trade communities + self.find_trade_communities() + # Plot the trade communities + self.plot_trade_communities() def load_data(self): """ @@ -227,6 +262,8 @@ def correct_reexports(self): Returns: None """ + assert self.prebalanced is True + assert self.no_trade_removed is True assert self.reexports_corrected is False self.reexports_corrected = True @@ -251,6 +288,35 @@ def correct_reexports(self): R, index=self.trade_matrix.index, columns=self.trade_matrix.columns ) + def apply_scenario(self): + """ + Loads the scenario files unifies the names and applies the scenario to the trade matrix. + by multiplying the trade matrix with the scenario scalar. + + Arguments: + None + + Returns: + None + """ + assert self.scenario_run is False + self.scenario_run = True + + # Read in the scenario data + scenario_data = pd.read_csv( + self.scenario_path, + index_col=0, + ) + + # Convert the country names to the same format as in the trade matrix + scenario_data.index = scenario_data.index.map(coco.convert, to="name_short") + + # Make sure that the scenario data and the trade matrix have the same countries + assert np.all(np.isin(scenario_data.index, self.trade_matrix.index)) + + # Multiply the trade matrix with the scenario data + self.trade_matrix = self.trade_matrix * scenario_data + def build_graph(self): """ Builds a directed and weighted graph from the trade matrix. @@ -370,10 +436,10 @@ def plot_trade_communities(self): plot_winkel_tripel_map(ax) - # Add a title + # Add a title with self.scenario_name if applicable ax.set_title( - f"Trade communities for {self.crop} with base year {self.base_year}", - fontsize=18, + f"Trade communities for {self.crop} with base year {self.base_year[1:]}" + + (f" in scenario: {self.scenario_name}" if self.scenario_name is not None else "(no scenario)") ) # save the plot @@ -384,18 +450,9 @@ def plot_trade_communities(self): + os.sep + "figures" + os.sep - + f"{self.crop}_{self.base_year}_{self.region}_trade_communities.png", + + f"{self.crop}_{self.base_year}_{self.region}_" + + (f"_{self.scenario_name}" if self.scenario_name is not None else "no_scenario") + + "_trade_communities.png", dpi=300, bbox_inches="tight", ) - - -def plot_winkel_tripel_map(ax): - """ - Helper function to plot a Winkel Tripel map with a border. - """ - border_geojson = gpd.read_file('https://raw.githubusercontent.com/JuanesLamilla/winkel-tripel-border/main/border.geojson') - border_geojson.plot(ax=ax, edgecolor='black', linewidth=0.1, facecolor='none') - ax.grid(False) - ax.set_xticks([]) - ax.set_yticks([]) \ No newline at end of file diff --git a/src/utils.py b/src/utils.py new file mode 100644 index 0000000..9900886 --- /dev/null +++ b/src/utils.py @@ -0,0 +1,14 @@ +import geopandas as gpd + + +def plot_winkel_tripel_map(ax): + """ + Helper function to plot a Winkel Tripel map with a border. + """ + border_geojson = gpd.read_file( + 'https://raw.githubusercontent.com/ALLFED/ALLFED-map-border/main/border.geojson' + ) + border_geojson.plot(ax=ax, edgecolor='black', linewidth=0.1, facecolor='none') + ax.grid(False) + ax.set_xticks([]) + ax.set_yticks([]) \ No newline at end of file From 864fa610b2ccae8f46aa71961556986a39247574 Mon Sep 17 00:00:00 2001 From: Florian Ulrich Jehn Date: Fri, 19 Jan 2024 09:26:27 +0100 Subject: [PATCH 3/5] Fixed the slow speed of country_converter --- .../Maize_Y2018_Global_production.csv | 54 ++++++++--------- .../Maize_Y2018_Global_trade.csv | 56 +++++++++--------- .../Rice_Y2018_Global_production.csv | 50 ++++++++-------- .../Rice_Y2018_Global_trade.csv | 52 ++++++++-------- .../Wheat_Y2018_Global_production.csv | 46 +++++++------- .../Wheat_Y2018_Global_trade.csv | 48 +++++++-------- ...8_Global_no_scenario_trade_communities.png | Bin 301578 -> 301709 bytes scripts/testing.ipynb | 2 +- src/model.py | 6 +- src/plotting.py | 0 src/preprocessing.py | 31 +++++----- 11 files changed, 172 insertions(+), 173 deletions(-) delete mode 100644 src/plotting.py diff --git a/data/preprocessed_data/Maize_Y2018_Global_production.csv b/data/preprocessed_data/Maize_Y2018_Global_production.csv index b62ddd9..1df8005 100644 --- a/data/preprocessed_data/Maize_Y2018_Global_production.csv +++ b/data/preprocessed_data/Maize_Y2018_Global_production.csv @@ -4,7 +4,7 @@ Albania,391104.0 Algeria,5512.0 Angola,2765316.0 Antigua and Barbuda,36.95 -Caribbean,633647.94 +not found,633647.94 Azerbaijan,247938.7 Argentina,43462323.0 Australia,387240.0 @@ -15,9 +15,9 @@ Bangladesh,3288102.0 Armenia,7615.0 Barbados,109.3 Belgium,376550.0 -Micronesia,94.29 +"Micronesia, Fed. Sts.",94.29 Bhutan,55259.01 -Bolivia (Plurinational State of),1260925.78 +Bolivia,1260925.78 Bosnia and Herzegovina,1272339.0 Botswana,24633.18 Brazil,82366531.0 @@ -36,12 +36,12 @@ Central African Republic,90000.0 Sri Lanka,270041.0 Chad,437898.34 Chile,1110607.7 -China; mainland,257173900.0 +China,257173900.0 Taiwan,174759.0 Colombia,1378367.83 Comoros,6282.47 -Congo,12869.2 -Democratic Republic of the Congo,2186055.0 +Congo Republic,12869.2 +DR Congo,2186055.0 Cook Islands,0.0 Costa Rica,18062.6 Croatia,2147280.0 @@ -78,27 +78,27 @@ Guinea,818544.0 Guyana,4000.0 Haiti,234033.0 Honduras,705309.43 -China; Hong Kong SAR,0.0 +Hong Kong,0.0 Hungary,7930560.0 Iceland,0.0 India,28752880.0 Indonesia,30253938.0 -Iran (Islamic Republic of),608898.37 +Iran,608898.37 Iraq,225000.0 Ireland,0.0 Israel,74929.0 Italy,6199150.0 -Côte d'Ivoire,1054960.0 +Cote d'Ivoire,1054960.0 Jamaica,2177.09 Japan,162.63 Kazakhstan,862094.0 Jordan,17434.0 Kenya,4013777.44 -Democratic People's Republic of Korea,1876153.4 -Republic of Korea,78012.0 +North Korea,1876153.4 +South Korea,78012.0 Kuwait,8869.0 -Kyrgyzstan,692877.0 -Lao People's Democratic Republic,981680.0 +Kyrgyz Republic,692877.0 +Laos,981680.0 Lebanon,3000.0 Lesotho,109912.0 Latvia,0.0 @@ -106,7 +106,7 @@ Liberia,0.0 Libya,3466.7 Lithuania,87590.0 Luxembourg,460.0 -China; Macao SAR,0.0 +Macau,0.0 Madagascar,215000.0 Malawi,2697959.0 Malaysia,68906.65 @@ -117,7 +117,7 @@ Mauritania,12000.0 Mauritius,387.0 Mexico,27169400.0 Mongolia,0.0 -Republic of Moldova,2073775.0 +Moldova,2073775.0 Montenegro,2743.3 Morocco,118392.0 Mozambique,1406794.0 @@ -125,7 +125,7 @@ Oman,8827.0 Namibia,59253.0 Nauru,0.0 Nepal,2596844.0 -Netherlands (Kingdom of the),89280.0 +Netherlands,89280.0 New Caledonia,10184.0 Vanuatu,912.91 New Zealand,191993.37 @@ -134,7 +134,7 @@ Niger,29535.77 Nigeria,10934149.0 Niue,0.0 Norway,0.0 -Micronesia (Federated States of),94.29 +"Micronesia, Fed. Sts.",94.29 Marshall Islands,0.0 Pakistan,6826379.0 Panama,128540.0 @@ -149,11 +149,11 @@ Timor-Leste,85176.16 Puerto Rico,22.94 Qatar,1866.0 Romania,18663940.0 -Russian Federation,11419020.0 +Russia,11419020.0 Rwanda,424203.68 -Saint Kitts and Nevis,0.0 -Saint Lucia,0.0 -Saint Vincent and the Grenadines,1030.0 +St. Kitts and Nevis,0.0 +St. Lucia,0.0 +St. Vincent and the Grenadines,1030.0 Sao Tome and Principe,941.0 Saudi Arabia,134881.0 Senegal,485672.51 @@ -162,7 +162,7 @@ Seychelles,0.0 Sierra Leone,22981.0 Singapore,0.0 Slovakia,1498210.0 -Viet Nam,4874054.16 +Vietnam,4874054.16 Slovenia,350490.0 Somalia,102000.0 South Africa,13103975.0 @@ -174,7 +174,7 @@ Suriname,85.0 Eswatini,113000.0 Sweden,4600.0 Switzerland,134853.0 -Syrian Arab Republic,101349.0 +Syria,101349.0 Tajikistan,237355.2 Thailand,5069143.0 Togo,886630.0 @@ -188,13 +188,13 @@ Uganda,3442430.0 Ukraine,35801050.0 North Macedonia,190722.0 Egypt,5111236.0 -United Kingdom of Great Britain and Northern Ireland,0.0 -United Republic of Tanzania,6273151.0 -United States of America,364262150.0 +United Kingdom,0.0 +Tanzania,6273151.0 +United States,364262150.0 Burkina Faso,1700127.04 Uruguay,309000.0 Uzbekistan,413165.0 -Venezuela (Bolivarian Republic of),1091345.0 +Venezuela,1091345.0 Samoa,0.0 Yemen,36438.0 Zambia,2394906.98 diff --git a/data/preprocessed_data/Maize_Y2018_Global_trade.csv b/data/preprocessed_data/Maize_Y2018_Global_trade.csv index cb5dbe1..359dadc 100644 --- a/data/preprocessed_data/Maize_Y2018_Global_trade.csv +++ b/data/preprocessed_data/Maize_Y2018_Global_trade.csv @@ -1,10 +1,10 @@ -,Afghanistan,Albania,Algeria,Angola,Antigua and Barbuda,Caribbean,Azerbaijan,Argentina,Australia,Austria,Bahamas,Bahrain,Bangladesh,Armenia,Barbados,Belgium,Micronesia,Bhutan,Bolivia (Plurinational State of),Bosnia and Herzegovina,Botswana,Brazil,Belize,Solomon Islands,Brunei Darussalam,Bulgaria,Myanmar,Burundi,Belarus,Cambodia,Cameroon,Canada,Cabo Verde,Central African Republic,Sri Lanka,Chad,Chile,China; mainland,Taiwan,Colombia,Comoros,Congo,Democratic Republic of the Congo,Cook Islands,Costa Rica,Croatia,Cuba,Cyprus,Czechia,Benin,Denmark,Dominica,Dominican Republic,Ecuador,El Salvador,Equatorial Guinea,Ethiopia,Eritrea,Estonia,Faroe Islands,Fiji,Finland,France,French Polynesia,Djibouti,Gabon,Georgia,Gambia,Palestine,Germany,Ghana,Kiribati,Greece,Grenada,Guatemala,Guinea,Guyana,Haiti,Honduras,China; Hong Kong SAR,Hungary,Iceland,India,Indonesia,Iran (Islamic Republic of),Iraq,Ireland,Israel,Italy,Côte d'Ivoire,Jamaica,Japan,Kazakhstan,Jordan,Kenya,Democratic People's Republic of Korea,Republic of Korea,Kuwait,Kyrgyzstan,Lao People's Democratic Republic,Lebanon,Lesotho,Latvia,Liberia,Libya,Lithuania,Luxembourg,China; Macao SAR,Madagascar,Malawi,Malaysia,Maldives,Mali,Malta,Mauritania,Mauritius,Mexico,Mongolia,Republic of Moldova,Montenegro,Morocco,Mozambique,Oman,Namibia,Nauru,Nepal,Netherlands (Kingdom of the),New Caledonia,Vanuatu,New Zealand,Nicaragua,Niger,Nigeria,Niue,Norway,Micronesia (Federated States of),Marshall Islands,Pakistan,Panama,Papua New Guinea,Paraguay,Peru,Philippines,Poland,Portugal,Guinea-Bissau,Timor-Leste,Puerto Rico,Qatar,Romania,Russian Federation,Rwanda,Saint Kitts and Nevis,Saint Lucia,Saint Vincent and the Grenadines,Sao Tome and Principe,Saudi Arabia,Senegal,Serbia,Seychelles,Sierra Leone,Singapore,Slovakia,Viet Nam,Slovenia,Somalia,South Africa,Zimbabwe,Spain,South Sudan,Sudan,Suriname,Eswatini,Sweden,Switzerland,Syrian Arab Republic,Tajikistan,Thailand,Togo,Tonga,Trinidad and Tobago,United Arab Emirates,Tunisia,Türkiye,Turkmenistan,Uganda,Ukraine,North Macedonia,Egypt,United Kingdom of Great Britain and Northern Ireland,United Republic of Tanzania,United States of America,Burkina Faso,Uruguay,Uzbekistan,Venezuela (Bolivarian Republic of),Samoa,Yemen,Zambia +,Afghanistan,Albania,Algeria,Angola,Antigua and Barbuda,not found,Azerbaijan,Argentina,Australia,Austria,Bahamas,Bahrain,Bangladesh,Armenia,Barbados,Belgium,"Micronesia, Fed. Sts.",Bhutan,Bolivia,Bosnia and Herzegovina,Botswana,Brazil,Belize,Solomon Islands,Brunei Darussalam,Bulgaria,Myanmar,Burundi,Belarus,Cambodia,Cameroon,Canada,Cabo Verde,Central African Republic,Sri Lanka,Chad,Chile,China,Taiwan,Colombia,Comoros,Congo Republic,DR Congo,Cook Islands,Costa Rica,Croatia,Cuba,Cyprus,Czechia,Benin,Denmark,Dominica,Dominican Republic,Ecuador,El Salvador,Equatorial Guinea,Ethiopia,Eritrea,Estonia,Faroe Islands,Fiji,Finland,France,French Polynesia,Djibouti,Gabon,Georgia,Gambia,Palestine,Germany,Ghana,Kiribati,Greece,Grenada,Guatemala,Guinea,Guyana,Haiti,Honduras,Hong Kong,Hungary,Iceland,India,Indonesia,Iran,Iraq,Ireland,Israel,Italy,Cote d'Ivoire,Jamaica,Japan,Kazakhstan,Jordan,Kenya,North Korea,South Korea,Kuwait,Kyrgyz Republic,Laos,Lebanon,Lesotho,Latvia,Liberia,Libya,Lithuania,Luxembourg,Macau,Madagascar,Malawi,Malaysia,Maldives,Mali,Malta,Mauritania,Mauritius,Mexico,Mongolia,Moldova,Montenegro,Morocco,Mozambique,Oman,Namibia,Nauru,Nepal,Netherlands,New Caledonia,Vanuatu,New Zealand,Nicaragua,Niger,Nigeria,Niue,Norway,"Micronesia, Fed. Sts.",Marshall Islands,Pakistan,Panama,Papua New Guinea,Paraguay,Peru,Philippines,Poland,Portugal,Guinea-Bissau,Timor-Leste,Puerto Rico,Qatar,Romania,Russia,Rwanda,St. Kitts and Nevis,St. Lucia,St. Vincent and the Grenadines,Sao Tome and Principe,Saudi Arabia,Senegal,Serbia,Seychelles,Sierra Leone,Singapore,Slovakia,Vietnam,Slovenia,Somalia,South Africa,Zimbabwe,Spain,South Sudan,Sudan,Suriname,Eswatini,Sweden,Switzerland,Syria,Tajikistan,Thailand,Togo,Tonga,Trinidad and Tobago,United Arab Emirates,Tunisia,Türkiye,Turkmenistan,Uganda,Ukraine,North Macedonia,Egypt,United Kingdom,Tanzania,United States,Burkina Faso,Uruguay,Uzbekistan,Venezuela,Samoa,Yemen,Zambia Afghanistan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Albania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Botswana,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,659.56,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,159.41,0.0,0.0,0.0,0.0,0.0,60.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,87.5 Brazil,12816.8,0.0,650398.54,696.25,0.01,0.0,0.0,2357.63,0.0,0.0,0.05,0.0,1157837.68,26.0,0.0,74.13,0.0,0.0,2710.07,0.0,0.0,0.0,0.0,0.0,0.0,0.0,484.14,0.0,0.0,0.0,0.0,0.0,78.42,0.0,0.0,0.0,149.69,76111.12,663173.72,2231.57,0.0,0.4,182.0,0.0,360.0,0.0,115870.1,0.06,0.0,49.48,0.01,0.0,416507.51,1754.02,0.0,0.74,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,77.99,0.0,0.06,249.85,0.0,0.09,0.0,141.88,0.0,421.0,0.0,0.0,0.11,0.0,0.0,6918.87,201390.89,6379039.73,0.0,255556.6,53.5,97266.43,0.0,0.0,247451.92,0.0,271698.47,75.01,3200.0,1233396.2,87265.5,0.0,0.0,177301.56,0.0,0.0,0.23,0.0,0.0,0.1,0.0,0.0,0.0,1247568.37,0.0,0.0,0.11,0.0,0.0,130329.98,0.0,0.0,0.0,631350.53,0.0,17600.0,0.0,0.0,587.15,525157.64,0.0,0.0,0.0,3110.0,26.02,33698.2,0.0,0.14,0.0,0.32,1765.1,14.93,0.0,8633.16,14711.39,619.74,70.99,655149.81,0.0,0.0,0.0,0.0,77.57,591.67,0.0,0.0,0.0,0.0,0.0,579506.93,57583.5,0.0,0.0,0.0,0.14,0.0,3001231.22,0.0,0.0,103.92,0.0,2273856.53,0.0,0.0,0.0,0.0,0.0,0.09,208.0,0.0,1.29,0.0,0.0,474.64,88767.03,566.82,3394.63,0.0,0.0,0.0,0.0,1980490.88,83436.05,0.0,103666.88,0.0,22500.0,0.0,33710.07,0.0,259.96,0.16 @@ -36,12 +36,12 @@ Central African Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Sri Lanka,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.44,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,504.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.18,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Chad,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Chile,0.0,0.0,0.0,0.0,0.0,0.0,0.0,207.22,0.0,18.73,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,124.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,57.71,0.0,0.0,0.0,0.0,0.0,36.58,5.9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1161.53,0.0,0.0,0.0,0.0,0.0,0.0,719.41,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.39,0.0,0.04,0.0,0.0,0.0,0.0,0.0,40.5,0.0,0.0,22.42,0.0,0.0,0.0,0.0,1.09,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,250.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18.14,0.0,0.0,489.41,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3161.04,0.0,969.77,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.4,0.0,0.0,0.0,0.0,19882.61,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -China; mainland,0.0,0.0,0.0,206.58,0.0,0.0,0.0,0.0,0.0,0.0,4.39,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5196.74,0.0,0.0,0.0,0.0,0.0,0.0,4.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,319.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,4344.42,402.5,0.0,0.0,90.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,300.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,265.46,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,545.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.92,0.0,0.0,0.0,0.0,0.0,0.0,0.06,0.0,0.0,0.0,0.0,0.0,336.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Taiwan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.35,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.82,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Colombia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.49,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,134.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,322.51,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,29.62,0.0,0.0,29.77,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9.7,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.75,0.0,2.71,0.0,0.0,0.0,90.99,0.0,0.0,0.0 Comoros,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Congo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Democratic Republic of the Congo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.45,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Congo Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +DR Congo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.45,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Cook Islands,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Costa Rica,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Croatia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,94664.15,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17877.28,0.0,0.0,0.0,0.0,0.0,7.23,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,81.54,0.0,0.0,0.0,0.0,0.0,0.0,1735.41,0.0,0.0,20.79,0.0,0.0,0.0,0.0,0.0,0.0,0.0,959.72,0.0,0.0,0.0,0.0,0.0,0.0,0.0,299981.12,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18971.48,0.0,0.0,0.0,0.0,0.18,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.14,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,40.01,0.0,0.0,0.0,0.0,6120.97,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1697.34,0.0,0.0,0.0,5.68,0.0,74287.63,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.79,0.0,0.0,105.91,131.96,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -78,27 +78,27 @@ Guinea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0 Guyana,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9.38,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Haiti,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Honduras,0.0,0.0,0.0,0.0,0.0,0.0,0.0,21.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,802.29,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,94.43,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,11.36,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -China; Hong Kong SAR,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,30.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,34.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Hong Kong,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,30.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,34.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Hungary,0.0,132.27,0.0,0.0,0.0,0.0,40.41,0.0,0.0,489677.8,0.0,0.0,0.0,0.0,0.0,371.41,0.0,0.0,0.0,688.55,0.0,0.0,0.0,0.0,0.0,2876.3,0.0,0.0,963.74,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,33487.8,0.0,0.43,25821.0,0.0,162.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9.5,0.0,0.0,0.0,5923.18,0.0,0.0,0.0,67.19,0.0,0.0,251146.84,0.0,0.0,170.63,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15.28,0.0,1146320.03,0.0,0.0,0.0,387.7,0.0,0.0,0.0,72.78,0.0,78.1,0.0,0.0,0.0,0.0,0.0,0.0,134.8,0.55,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,26.1,0.0,426.93,36.21,33.75,0.0,0.0,0.0,0.0,0.0,230725.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,19019.93,5.77,0.0,0.0,0.0,0.0,42410.99,17832.69,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2823.88,0.0,0.0,0.0,58261.85,0.0,47522.19,0.0,0.0,0.0,552.29,0.0,0.0,0.0,0.0,32.46,928.17,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,60.6,7.0,0.0,14380.07,19.63,0.0,3.74,0.0,0.0,0.0,0.0,23.26,0.0,0.0,0.0,0.0 Iceland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 India,0.0,0.0,0.0,0.12,0.0,0.0,0.0,0.0,0.46,0.0,0.0,54.48,248280.31,0.0,0.0,0.0,0.0,3037.46,0.0,0.0,0.0,0.21,0.0,0.0,61.1,0.0,5858.03,0.0,0.0,22.15,0.2,976.02,0.0,0.0,19845.75,0.0,0.0,0.0,6263.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15.29,0.0,0.0,0.0,0.57,50.0,0.0,0.0,0.0,0.0,638.2,0.0,0.0,0.0,120.0,2.63,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4068.87,0.0,0.0,0.0,29.0,50.0,0.0,0.0,134.0,226.0,60.0,0.0,6713.0,0.06,813.0,0.01,0.0,423.0,52.84,0.0,0.0,144.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14.0,0.0,30538.07,24.0,0.0,0.0,0.0,0.85,0.0,0.0,0.0,0.0,207.0,0.05,6116.5,0.0,0.0,437471.69,0.0,0.0,0.0,485.01,0.0,0.0,0.4,0.0,0.0,0.0,0.0,6535.19,0.0,0.0,0.0,0.0,93194.79,0.0,0.0,0.0,0.0,0.0,10174.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6590.0,28.4,0.0,3546.45,0.0,1865.07,0.0,94727.91,0.0,1229.0,0.39,0.0,120.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,1001.29,0.0,0.0,0.0,7261.19,0.0,0.0,0.0,0.0,0.75,0.0,0.0,322.02,80.21,3154.69,0.0,0.0,3.43,0.0,0.0,12424.8,0.0 Indonesia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,760.01,0.0,0.0,0.0,0.0,50.95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,168.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,16.83,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,270752.0,0.0,0.0,0.0,31.62,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,582.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08,0.0,0.0,0.0,1.82,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Iran (Islamic Republic of),323.09,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.44,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Iran,323.09,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.44,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Iraq,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Ireland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.23,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.22,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25166.76,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Israel,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.78,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6858.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Italy,0.0,124.33,25.01,0.0,0.0,0.0,0.0,1.53,0.0,11708.82,0.0,26.0,0.0,0.0,0.0,7274.62,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,271.57,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1470.5,0.0,0.0,0.0,0.0,0.0,0.0,32.62,0.0,6.5,0.6,0.0,1064.76,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,1.45,3901.92,0.0,0.0,0.0,0.31,0.0,0.0,221.51,0.0,0.0,395.45,0.0,0.0,0.0,0.0,0.0,0.0,0.0,929.84,0.0,0.0,0.0,178.65,98.68,174.48,14.62,0.0,0.0,0.0,158.84,2.4,0.0,0.0,0.0,40.8,0.0,0.0,0.0,15.98,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,659.47,0.0,0.0,0.0,0.0,0.0,0.0,511.35,0.0,0.0,0.0,0.0,0.0,1.55,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.72,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.92,92.92,0.0,0.0,0.0,3869.36,304.45,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,29.73,0.0,0.0,0.0,10.16,0.0,105.84,0.0,0.0,0.0,1319.45,0.0,0.0,0.0,0.0,0.45,4288.14,0.0,0.0,0.0,0.0,0.0,0.0,1.09,9.0,1024.35,0.0,0.0,0.0,4.29,65.63,2.51,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Côte d'Ivoire,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,427.5,0.0,0.0,0.0,0.0,72.24,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.99,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,451.9,0.0,390.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4017.7,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,619.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.09,17419.06,0.0,0.0,0.0,0.0,0.0,0.0 +Cote d'Ivoire,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,427.5,0.0,0.0,0.0,0.0,72.24,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.99,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,451.9,0.0,390.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4017.7,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,619.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.09,17419.06,0.0,0.0,0.0,0.0,0.0,0.0 Jamaica,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,792.99,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,99.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Japan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.57,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.71,0.0,0.0,0.0,0.0,0.0,0.0,4.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,16.59,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Kazakhstan,837.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,40.39,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1177.15,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,634.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,953.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,45941.76,0.0,0.0,0.0,0.0 Jordan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,43019.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,143.0,0.0,0.0,0.0,0.0,1744.23,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,31.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,172.41,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,85.68,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,160.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Kenya,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.17,0.0,0.0,0.0,54.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.34,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.07,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06,0.0,0.0,0.0,16.59,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2518.61,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4,0.0,0.0,0.0,0.0,0.0,0.0,0.06,0.0,0.0,18.36,0.0,0.0,0.0,2.98,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.59,0.0,0.0,0.0,4232.47,0.0,0.0,0.0,2.15,388.72,0.03,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Democratic People's Republic of Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Republic of Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.44,0.0,0.0,0.0,0.0,0.0,1.48,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.07,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.0,81.48,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +North Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +South Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.44,0.0,0.0,0.0,0.0,0.0,1.48,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.07,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.0,81.48,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,118746.94,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25089.53,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,34069.95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Kyrgyz 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Federation,0.0,3298.63,0.0,0.0,0.0,0.0,49523.51,0.0,0.0,0.54,0.0,0.0,948.5,28157.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3499.53,101.92,0.0,0.0,161466.17,0.0,0.0,1800.0,0.0,0.0,0.0,0.0,0.0,39485.9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,34845.22,0.0,0.0,14187.23,0.0,0.0,0.0,0.0,0.0,0.0,0.0,753.0,0.0,0.0,12345.4,0.04,0.0,0.0,0.0,103648.66,0.0,0.0,26181.63,238.76,0.0,74832.23,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1391555.2,33480.56,3280.05,0.0,0.0,0.0,0.0,67088.12,1810.32,0.0,0.0,0.0,638933.66,0.0,8.35,0.0,277202.8,0.0,237167.9,0.0,14784.3,37209.85,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2625.0,0.0,0.0,8971.94,109.56,0.0,0.0,0.0,0.0,0.0,0.0,0.0,34781.69,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24309.17,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10622.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,183.71,0.0,0.0,0.0,0.0,100196.0,0.0,0.0,0.0,0.0,0.0,0.0,2.35,0.0,0.0,23323.35,0.0,56730.31,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1252970.83,928.62,0.0,252.66,0.0,5394.1,2443.5,0.0,0.0,0.0,0.0,2508.37,0.0,0.0,0.0,0.0 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Rwanda,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,96.7,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,332.23,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,49.0,0.0,0.0,0.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Kitts and Nevis,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Lucia,0.0,0.0,0.0,0.0,0.38,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Vincent and the Grenadines,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Kitts and Nevis,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Lucia,0.0,0.0,0.0,0.0,0.38,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Vincent and the Grenadines,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Sao Tome and Principe,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Saudi Arabia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,88.61,0.0 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Leone,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Somalia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 South Africa,0.0,0.0,78.0,1689.14,0.0,0.0,269.4,125.0,48.0,0.0,0.0,100.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,212850.16,0.0,0.0,0.0,0.0,1.13,102.95,0.0,0.0,0.0,775.83,0.06,0.0,0.0,830.96,0.0,6.92,0.21,100307.16,0.0,0.0,27.87,1090.4,0.0,0.0,0.0,0.0,0.0,0.0,104.0,25.0,0.0,0.0,0.0,0.0,0.0,79.06,0.0,0.0,0.0,0.0,0.0,5232.54,0.0,0.0,0.0,225.0,26.0,0.0,22.0,21216.38,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,50.18,0.0,0.0,9480.85,0.0,103.92,0.0,0.24,20.18,128150.0,2652.47,0.0,200973.13,0.0,312.0,2194.44,1932.0,203007.55,25.0,0.0,0.0,47.99,70757.95,0.0,0.0,0.0,0.0,0.0,0.0,2540.62,121.28,709.31,0.11,0.0,0.0,0.0,58.56,0.0,0.0,0.0,0.0,5.0,105538.59,0.0,124420.34,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104.25,0.0,0.0,0.0,0.0,468.0,0.0,0.0,0.0,0.0,1006.46,0.0,25.0,0.0,0.0,0.0,5082.8,0.0,1645.52,0.0,0.0,0.0,0.0,0.0,119.9,70.32,0.0,0.05,26.43,53877.81,0.0,692921.21,0.0,0.0,0.0,3165.53,100753.7,0.0,0.61,0.0,117371.98,0.06,0.0,0.0,0.0,4231.72,442.0,0.0,0.0,11360.56,0.0,26.0,0.0,25.93,24.95,0.0,375.02,731.96,1521.16,20.02,0.05,0.0,0.0,3200.0,0.0,0.0,1412.18 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Sweden,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,280.32,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,62.47,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,258.14,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Switzerland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,19.82,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.14,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.41,0.0,0.0,0.46,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,51.96,0.0,0.0,0.0,0.0,0.0,0.0,9.31,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,2.53,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.07,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Syrian Arab Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Thailand,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.58,0.0,0.0,0.0,1017.1,0.0,0.0,0.0,0.0,0.0,58.72,0.0,0.0,0.03,24.28,0.0,0.0,0.0,4327.75,0.0,0.0,1309.54,0.0,0.0,0.0,0.0,1435.99,0.0,0.18,29.57,318.12,23.75,0.0,17.64,0.0,0.03,0.01,0.0,0.0,0.0,0.0,0.1,0.0,0.0,0.75,2208.69,0.55,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.14,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9.94,0.0,0.0,0.0,0.11,1172.7,0.0,0.0,1.11,324.73,0.0,0.0,0.0,0.0,0.0,0.08,0.0,118.47,0.0,0.0,3.6,0.0,0.1,0.0,0.0,535.91,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,88.51,0.0,0.0,0.0,0.0,0.0,0.35,0.0,0.0,0.0,0.0,10.01,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.11,0.01,0.0,1.84,0.0,0.02,0.0,0.0,4765.21,83.73,0.0,0.0,238.55,207537.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,16.98,0.0,0.0,0.0,2.74,0.0,5315.5,0.0,0.0,4.6,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.05,5.54,0.0,0.0,0.0,0.0,0.0,18.0,0.0,0.2,0.0,0.0,0.0,0.0,471.95,0.0,0.1,14.1,0.02,0.0,0.0,0.0,0.0,0.01,0.0 Togo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,40.9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -188,13 +188,13 @@ Uganda,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0 Ukraine,0.0,24.0,30206.62,0.0,0.0,0.0,37.27,0.0,0.0,2765.54,0.0,0.0,56674.2,0.0,0.0,642160.18,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7001.79,0.0,0.0,803.0,0.0,0.0,34816.99,0.0,0.84,2878861.91,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,65980.4,0.0,0.0,283278.9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6581.6,0.0,0.0,27936.27,56192.27,0.0,0.0,0.0,529.42,0.0,0.0,860466.5,0.0,0.0,43581.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,37041.82,0.0,0.0,224.44,1229263.37,22.0,397749.47,799346.6,1771003.35,0.0,0.0,0.01,133.5,0.0,0.0,0.0,71119.01,0.0,0.0,0.0,166461.78,0.0,18758.56,129.0,525509.29,145674.64,0.0,0.0,824.45,0.0,329.91,0.0,0.0,1715.3,5200.0,0.0,0.0,0.0,258.46,0.0,14100.5,0.0,42.81,0.0,0.0,0.0,3178102.28,0.0,0.0,0.0,0.0,0.0,0.0,0.0,29180.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,131796.24,689806.52,0.0,0.0,0.0,47.0,747.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4615.0,0.0,0.0,258.0,3054.95,1.02,0.0,0.0,65.75,123.56,0.0,3060517.46,0.0,0.0,0.0,0.0,0.0,2992.0,0.0,0.0,0.0,0.0,0.0,0.0,97.7,462109.61,806242.49,708.82,0.0,0.0,0.0,2434515.38,452639.75,0.0,0.0,0.0,0.0,199.82,0.0,0.0,0.0,0.0 North Macedonia,0.0,804.85,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.96,0.0,761.74,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14150.55,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.17,0.0,0.0,0.0,0.0,0.0,0.0,1.24,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.57,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Egypt,0.0,1044.65,1182.94,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.59,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,35.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07,0.0,0.0,0.0,0.0,0.0,97.66,3.56,0.0,0.0,36.29,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,408.69,0.0,28.64,0.38,0.0,0.0,0.0,0.0,654.26,0.0,0.0,0.0,72.2,0.0,0.0,24.52,0.0,0.0,0.0,490.98,0.0,0.0,0.0,0.0,0.0,0.0,1.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,151.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,408.69,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.13,0.0,0.0,0.0,0.0,0.0,0.0,0.89,0.0,0.0,0.0,0.0,0.0,0.0,0.0,221.46,0.0,736.76,0.0,0.0,0.0,0.0,0.0,6.39,0.0,0.77,0.0,0.0,0.0,0.0,0.0,277.95,0.0 -United Kingdom of Great Britain and Northern Ireland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.22,0.0,2.74,0.0,0.0,0.0,2.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.97,0.51,0.0,14.12,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08,0.0,0.0,0.12,300.29,0.0,0.0,0.0,0.0,0.0,0.0,33.96,0.0,0.0,0.22,0.0,0.0,0.0,0.0,0.0,0.0,1.5,0.2,7.43,0.21,0.0,0.0,50.68,181473.22,8.0,7.87,0.0,0.0,1.41,0.0,0.0,1.01,0.0,0.0,0.0,0.0,0.0,0.4,0.0,0.0,0.0,0.0,0.0,0.22,0.0,0.0,0.0,0.0,0.0,0.0,0.63,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.25,0.0,0.0,0.0,22.93,0.0,0.0,0.0,0.0,0.0,0.0,0.0,911.68,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.18,1.36,0.0,0.0,0.0,0.08,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.29,0.0,0.0,0.0,0.0,0.0,0.01,0.22,0.0,0.0,0.0,0.0,1.84,0.0,0.0,0.0,0.0,62.09,0.47,0.0,0.0,0.0,0.0,0.0,0.0,9.27,0.0,0.0,0.0,0.0,0.0,0.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -United Republic of Tanzania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,96.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10972.79,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1676.45,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,84998.84,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,390.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.0,0.0,0.0,4.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,93735.72,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -United States of America,1.65,18.62,47953.25,0.0,10.0,0.0,20.82,3352.68,982.31,221.03,1530.74,307.94,54762.74,0.0,36149.32,682.78,0.0,0.0,0.0,0.0,0.0,858.2,487.65,0.0,89.59,288.48,972.57,0.0,19.93,2532.75,0.0,2010000.78,4641.0,0.0,0.0,0.0,22614.97,304130.25,3273420.61,5516622.46,0.0,0.0,0.0,0.0,850817.54,0.23,116599.0,54.32,41.64,0.0,169.84,0.0,939401.65,4326.27,602309.54,0.0,0.0,0.0,121.93,0.0,0.0,82.26,2013.23,2529.64,0.0,0.0,0.0,0.0,0.0,1488.3,43.36,0.0,1338.5,4037.0,1150736.6,0.0,44560.79,17832.0,618259.53,34757.88,430.85,733.11,3842.71,153407.21,255.55,7.34,994.42,815154.12,30393.16,0.0,277410.68,15276107.64,202.13,1106.16,0.0,0.0,7273629.05,394.44,0.0,0.0,24203.41,0.0,160.39,0.0,0.0,228.96,0.0,0.0,0.0,0.0,82028.0,0.0,0.0,20.82,0.0,0.0,16772466.29,43.7,0.0,0.0,820998.03,0.0,13103.76,0.0,0.0,20.64,441451.63,0.0,0.0,46547.78,338656.86,0.0,77218.82,0.0,330.88,0.0,0.0,9817.91,507808.07,0.0,2.38,3074695.41,172371.5,493.97,227595.14,70091.0,0.0,0.0,233.13,463.08,341.1,0.0,98.0,2881.39,6739.0,0.0,1730046.03,0.0,574.98,0.0,0.0,721.86,0.0,1913244.53,0.0,0.0,2928.27,0.0,1172155.63,0.0,0.0,8121.02,0.0,1715.04,156.29,16.81,0.0,3597.35,0.0,1.29,92345.8,77137.13,451707.0,1614.54,0.0,0.0,1396.94,0.0,1870875.59,27443.03,0.0,0.0,0.0,76.27,41.23,509994.74,0.0,68.8,0.0 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+Tanzania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,96.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10972.79,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1676.45,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,84998.84,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,390.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.0,0.0,0.0,4.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,93735.72,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +United States,1.65,18.62,47953.25,0.0,10.0,0.0,20.82,3352.68,982.31,221.03,1530.74,307.94,54762.74,0.0,36149.32,682.78,0.0,0.0,0.0,0.0,0.0,858.2,487.65,0.0,89.59,288.48,972.57,0.0,19.93,2532.75,0.0,2010000.78,4641.0,0.0,0.0,0.0,22614.97,304130.25,3273420.61,5516622.46,0.0,0.0,0.0,0.0,850817.54,0.23,116599.0,54.32,41.64,0.0,169.84,0.0,939401.65,4326.27,602309.54,0.0,0.0,0.0,121.93,0.0,0.0,82.26,2013.23,2529.64,0.0,0.0,0.0,0.0,0.0,1488.3,43.36,0.0,1338.5,4037.0,1150736.6,0.0,44560.79,17832.0,618259.53,34757.88,430.85,733.11,3842.71,153407.21,255.55,7.34,994.42,815154.12,30393.16,0.0,277410.68,15276107.64,202.13,1106.16,0.0,0.0,7273629.05,394.44,0.0,0.0,24203.41,0.0,160.39,0.0,0.0,228.96,0.0,0.0,0.0,0.0,82028.0,0.0,0.0,20.82,0.0,0.0,16772466.29,43.7,0.0,0.0,820998.03,0.0,13103.76,0.0,0.0,20.64,441451.63,0.0,0.0,46547.78,338656.86,0.0,77218.82,0.0,330.88,0.0,0.0,9817.91,507808.07,0.0,2.38,3074695.41,172371.5,493.97,227595.14,70091.0,0.0,0.0,233.13,463.08,341.1,0.0,98.0,2881.39,6739.0,0.0,1730046.03,0.0,574.98,0.0,0.0,721.86,0.0,1913244.53,0.0,0.0,2928.27,0.0,1172155.63,0.0,0.0,8121.02,0.0,1715.04,156.29,16.81,0.0,3597.35,0.0,1.29,92345.8,77137.13,451707.0,1614.54,0.0,0.0,1396.94,0.0,1870875.59,27443.03,0.0,0.0,0.0,76.27,41.23,509994.74,0.0,68.8,0.0 Burkina Faso,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,370.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,230.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3628.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Uruguay,0.0,0.0,0.0,0.0,0.0,0.0,0.0,56.52,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.61,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.65,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Uzbekistan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Venezuela (Bolivarian Republic of),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Venezuela,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Samoa,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Yemen,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1965.86,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,192.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Zambia,0.0,0.0,0.0,778.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,660.0,0.0,0.0,0.0,0.0,0.0,0.0,9112.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3478.84,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17888.89,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,256.27,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,35.0,0.0,90.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1197.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,553.12,8600.31,0.0,0.0,0.0,0.0,642.6,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15450.26,0.0,0.41,0.0,0.0,0.0,0.0,0.0,0.0 diff --git a/data/preprocessed_data/Rice_Y2018_Global_production.csv b/data/preprocessed_data/Rice_Y2018_Global_production.csv index 2c9a946..8c3b7a1 100644 --- a/data/preprocessed_data/Rice_Y2018_Global_production.csv +++ b/data/preprocessed_data/Rice_Y2018_Global_production.csv @@ -15,7 +15,7 @@ Armenia,0.0 Barbados,0.0 Belgium,0.0 Bhutan,0.0 -Bolivia (Plurinational State of),0.0 +Bolivia,0.0 Bosnia and Herzegovina,0.0 Botswana,0.0 Brazil,0.0 @@ -34,12 +34,12 @@ Central African Republic,0.0 Sri Lanka,0.0 Chad,0.0 Chile,0.0 -China; mainland,0.0 +China,0.0 Taiwan,0.0 Colombia,0.0 Comoros,0.0 -Congo,0.0 -Democratic Republic of the Congo,0.0 +Congo Republic,0.0 +DR Congo,0.0 Cook Islands,0.0 Costa Rica,0.0 Croatia,0.0 @@ -76,27 +76,27 @@ Guinea,0.0 Guyana,0.0 Haiti,0.0 Honduras,0.0 -China; Hong Kong SAR,0.0 +Hong Kong,0.0 Hungary,0.0 Iceland,0.0 India,0.0 Indonesia,0.0 -Iran (Islamic Republic of),0.0 +Iran,0.0 Iraq,0.0 Ireland,0.0 Israel,0.0 Italy,0.0 -Côte d'Ivoire,0.0 +Cote d'Ivoire,0.0 Jamaica,0.0 Japan,0.0 Kazakhstan,0.0 Jordan,0.0 Kenya,0.0 -Democratic People's Republic of Korea,0.0 -Republic of Korea,0.0 +North Korea,0.0 +South Korea,0.0 Kuwait,0.0 -Kyrgyzstan,0.0 -Lao People's Democratic Republic,0.0 +Kyrgyz Republic,0.0 +Laos,0.0 Lebanon,0.0 Lesotho,0.0 Latvia,0.0 @@ -104,7 +104,7 @@ Liberia,0.0 Libya,0.0 Lithuania,0.0 Luxembourg,0.0 -China; Macao SAR,0.0 +Macau,0.0 Madagascar,0.0 Malawi,0.0 Malaysia,0.0 @@ -115,7 +115,7 @@ Mauritania,0.0 Mauritius,0.0 Mexico,0.0 Mongolia,0.0 -Republic of Moldova,0.0 +Moldova,0.0 Montenegro,0.0 Morocco,0.0 Mozambique,0.0 @@ -123,7 +123,7 @@ Oman,0.0 Namibia,0.0 Nauru,0.0 Nepal,0.0 -Netherlands (Kingdom of the),0.0 +Netherlands,0.0 New Caledonia,0.0 Vanuatu,0.0 New Zealand,0.0 @@ -132,7 +132,7 @@ Niger,0.0 Nigeria,0.0 Niue,0.0 Norway,0.0 -Micronesia (Federated States of),0.0 +"Micronesia, Fed. Sts.",0.0 Marshall Islands,0.0 Pakistan,0.0 Panama,0.0 @@ -146,11 +146,11 @@ Guinea-Bissau,0.0 Timor-Leste,0.0 Qatar,0.0 Romania,0.0 -Russian Federation,0.0 +Russia,0.0 Rwanda,0.0 -Saint Kitts and Nevis,0.0 -Saint Lucia,0.0 -Saint Vincent and the Grenadines,0.0 +St. Kitts and Nevis,0.0 +St. Lucia,0.0 +St. Vincent and the Grenadines,0.0 Sao Tome and Principe,0.0 Saudi Arabia,0.0 Senegal,0.0 @@ -159,7 +159,7 @@ Seychelles,0.0 Sierra Leone,0.0 Singapore,0.0 Slovakia,0.0 -Viet Nam,0.0 +Vietnam,0.0 Slovenia,0.0 Somalia,0.0 South Africa,0.0 @@ -171,7 +171,7 @@ Suriname,0.0 Eswatini,0.0 Sweden,0.0 Switzerland,0.0 -Syrian Arab Republic,0.0 +Syria,0.0 Tajikistan,0.0 Thailand,0.0 Togo,0.0 @@ -187,13 +187,13 @@ Uganda,0.0 Ukraine,0.0 North Macedonia,0.0 Egypt,0.0 -United Kingdom of Great Britain and Northern Ireland,0.0 -United Republic of Tanzania,0.0 -United States of America,0.0 +United Kingdom,0.0 +Tanzania,0.0 +United States,0.0 Burkina Faso,0.0 Uruguay,0.0 Uzbekistan,0.0 -Venezuela (Bolivarian Republic of),0.0 +Venezuela,0.0 Samoa,0.0 Yemen,0.0 Zambia,0.0 diff --git a/data/preprocessed_data/Rice_Y2018_Global_trade.csv b/data/preprocessed_data/Rice_Y2018_Global_trade.csv index 7610710..4c8f1e8 100644 --- a/data/preprocessed_data/Rice_Y2018_Global_trade.csv +++ b/data/preprocessed_data/Rice_Y2018_Global_trade.csv @@ -1,4 +1,4 @@ -,Afghanistan,Albania,Algeria,Angola,Antigua and Barbuda,Azerbaijan,Argentina,Australia,Austria,Bahamas,Bahrain,Bangladesh,Armenia,Barbados,Belgium,Bhutan,Bolivia (Plurinational State of),Bosnia and Herzegovina,Botswana,Brazil,Belize,Solomon Islands,Brunei Darussalam,Bulgaria,Myanmar,Burundi,Belarus,Cambodia,Cameroon,Canada,Cabo Verde,Central African Republic,Sri Lanka,Chad,Chile,China; mainland,Taiwan,Colombia,Comoros,Congo,Democratic Republic of the Congo,Cook Islands,Costa Rica,Croatia,Cuba,Cyprus,Czechia,Benin,Denmark,Dominica,Dominican Republic,Ecuador,El Salvador,Equatorial Guinea,Ethiopia,Eritrea,Estonia,Faroe Islands,Fiji,Finland,France,French Polynesia,Djibouti,Gabon,Georgia,Gambia,Palestine,Germany,Ghana,Kiribati,Greece,Grenada,Guatemala,Guinea,Guyana,Haiti,Honduras,China; Hong Kong SAR,Hungary,Iceland,India,Indonesia,Iran (Islamic Republic of),Iraq,Ireland,Israel,Italy,Côte d'Ivoire,Jamaica,Japan,Kazakhstan,Jordan,Kenya,Democratic People's Republic of Korea,Republic of Korea,Kuwait,Kyrgyzstan,Lao People's Democratic Republic,Lebanon,Lesotho,Latvia,Liberia,Libya,Lithuania,Luxembourg,China; Macao SAR,Madagascar,Malawi,Malaysia,Maldives,Mali,Malta,Mauritania,Mauritius,Mexico,Mongolia,Republic of Moldova,Montenegro,Morocco,Mozambique,Oman,Namibia,Nauru,Nepal,Netherlands (Kingdom of the),New Caledonia,Vanuatu,New Zealand,Nicaragua,Niger,Nigeria,Niue,Norway,Micronesia (Federated States of),Marshall Islands,Pakistan,Panama,Papua New Guinea,Paraguay,Peru,Philippines,Poland,Portugal,Guinea-Bissau,Timor-Leste,Qatar,Romania,Russian Federation,Rwanda,Saint Kitts and Nevis,Saint Lucia,Saint Vincent and the Grenadines,Sao Tome and Principe,Saudi Arabia,Senegal,Serbia,Seychelles,Sierra Leone,Singapore,Slovakia,Viet Nam,Slovenia,Somalia,South Africa,Zimbabwe,Spain,South Sudan,Sudan,Suriname,Eswatini,Sweden,Switzerland,Syrian Arab Republic,Tajikistan,Thailand,Togo,Tokelau,Tonga,Trinidad and Tobago,United Arab Emirates,Tunisia,Türkiye,Turkmenistan,Tuvalu,Uganda,Ukraine,North Macedonia,Egypt,United Kingdom of Great Britain and Northern Ireland,United Republic of Tanzania,United States of America,Burkina Faso,Uruguay,Uzbekistan,Venezuela (Bolivarian Republic of),Samoa,Yemen,Zambia +,Afghanistan,Albania,Algeria,Angola,Antigua and Barbuda,Azerbaijan,Argentina,Australia,Austria,Bahamas,Bahrain,Bangladesh,Armenia,Barbados,Belgium,Bhutan,Bolivia,Bosnia and Herzegovina,Botswana,Brazil,Belize,Solomon Islands,Brunei Darussalam,Bulgaria,Myanmar,Burundi,Belarus,Cambodia,Cameroon,Canada,Cabo Verde,Central African Republic,Sri Lanka,Chad,Chile,China,Taiwan,Colombia,Comoros,Congo Republic,DR Congo,Cook Islands,Costa Rica,Croatia,Cuba,Cyprus,Czechia,Benin,Denmark,Dominica,Dominican Republic,Ecuador,El Salvador,Equatorial Guinea,Ethiopia,Eritrea,Estonia,Faroe Islands,Fiji,Finland,France,French Polynesia,Djibouti,Gabon,Georgia,Gambia,Palestine,Germany,Ghana,Kiribati,Greece,Grenada,Guatemala,Guinea,Guyana,Haiti,Honduras,Hong Kong,Hungary,Iceland,India,Indonesia,Iran,Iraq,Ireland,Israel,Italy,Cote d'Ivoire,Jamaica,Japan,Kazakhstan,Jordan,Kenya,North Korea,South Korea,Kuwait,Kyrgyz Republic,Laos,Lebanon,Lesotho,Latvia,Liberia,Libya,Lithuania,Luxembourg,Macau,Madagascar,Malawi,Malaysia,Maldives,Mali,Malta,Mauritania,Mauritius,Mexico,Mongolia,Moldova,Montenegro,Morocco,Mozambique,Oman,Namibia,Nauru,Nepal,Netherlands,New Caledonia,Vanuatu,New Zealand,Nicaragua,Niger,Nigeria,Niue,Norway,"Micronesia, Fed. Sts.",Marshall Islands,Pakistan,Panama,Papua New Guinea,Paraguay,Peru,Philippines,Poland,Portugal,Guinea-Bissau,Timor-Leste,Qatar,Romania,Russia,Rwanda,St. Kitts and Nevis,St. Lucia,St. Vincent and the Grenadines,Sao Tome and Principe,Saudi Arabia,Senegal,Serbia,Seychelles,Sierra Leone,Singapore,Slovakia,Vietnam,Slovenia,Somalia,South Africa,Zimbabwe,Spain,South Sudan,Sudan,Suriname,Eswatini,Sweden,Switzerland,Syria,Tajikistan,Thailand,Togo,Tokelau,Tonga,Trinidad and Tobago,United Arab Emirates,Tunisia,Türkiye,Turkmenistan,Tuvalu,Uganda,Ukraine,North Macedonia,Egypt,United Kingdom,Tanzania,United States,Burkina Faso,Uruguay,Uzbekistan,Venezuela,Samoa,Yemen,Zambia Afghanistan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Albania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Algeria,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,30.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -15,7 +15,7 @@ Armenia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0, Barbados,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Belgium,0.0,0.0,0.0,0.0,0.0,0.0,0.0,522.0,3921.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,21.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,11.0,0.0,0.0,0.0,1.0,228.0,8109.0,0.0,2885.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,349.0,0.0,0.0,1624.0,74845.0,0.0,0.0,0.0,6.0,1.0,0.0,69744.0,35.0,0.0,849.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,821.0,65.0,0.0,0.0,0.0,0.0,1680.0,0.0,904.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,35.0,0.0,0.0,165.0,1716.0,0.0,0.0,0.0,0.0,0.0,0.0,58.0,0.0,0.0,0.0,0.0,0.0,0.0,65.0,0.0,0.0,0.0,0.0,0.0,60526.0,0.0,0.0,200.0,0.0,1.0,1.0,0.0,1486.0,0.0,0.0,23.0,0.0,0.0,0.0,0.0,0.0,10896.0,107.0,0.0,0.0,0.0,62.0,8.0,3.0,0.0,0.0,0.0,0.0,0.0,1.0,35.0,2.0,0.0,0.0,9.0,0.0,247.0,0.0,0.0,0.0,758.0,0.0,0.0,2.0,0.0,6603.0,5783.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,1.0,33.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,26330.0,0.0,19.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Bhutan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Bolivia (Plurinational State of),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Bolivia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Bosnia and Herzegovina,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,124.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Botswana,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,293.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Brazil,0.0,0.0,580.0,9995.0,329.0,0.0,107.0,0.0,0.0,725.0,0.0,0.0,0.0,1146.0,5020.0,0.0,14870.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,23.0,0.0,0.0,849.0,6952.0,0.0,0.0,0.0,7179.0,2.0,0.0,0.0,0.0,0.0,288.0,0.0,41902.0,0.0,59000.0,4.0,0.0,0.0,1.0,26.0,0.0,0.0,0.0,113.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,87538.0,25.0,19.0,0.0,0.0,12.0,51.0,3542.0,277.0,9.0,0.0,122.0,6.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,306.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,711.0,0.0,0.0,12.0,0.0,237.0,0.0,0.0,0.0,0.0,0.0,0.0,6003.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,926.0,0.0,0.0,19970.0,0.0,0.0,1.0,74360.0,0.0,2568.0,0.0,5.0,0.0,16.0,0.0,4247.0,0.0,473.0,82444.0,2.0,0.0,156.0,8717.0,0.0,0.0,0.0,539.0,0.0,0.0,0.0,244.0,1020.0,5833.0,148623.0,0.0,0.0,76392.0,11.0,0.0,121.0,64.0,0.0,7536.0,0.0,200.0,0.0,0.0,0.0,0.0,1.0,41589.0,0.0,0.0,1.0,288.0,0.0,0.0,6418.0,243.0,0.0,1900.0,0.0,0.0,0.0,0.0,0.0,0.0,65.0,0.0,53167.0,14945.0,63.0,0.0,405997.0,0.0,0.0,0.0 @@ -34,12 +34,12 @@ Central African Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Sri Lanka,0.0,0.0,0.0,0.0,0.0,0.0,0.0,432.0,0.0,0.0,13.0,0.0,0.0,0.0,35.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,716.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,139.0,0.0,0.0,0.0,0.0,0.0,0.0,79.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,234.0,0.0,0.0,0.0,0.0,0.0,205.0,0.0,0.0,0.0,0.0,58.0,0.0,0.0,0.0,71.0,0.0,0.0,33.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,394.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,41.0,0.0,0.0,0.0,32.0,0.0,0.0,76.0,0.0,0.0,0.0,0.0,71.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,88.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,162.0,0.0,0.0,3.0,0.0,31.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,184.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1098.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,499.0,0.0,150.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Chad,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Chile,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,288.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4098.0,0.0,0.0,0.0 -China; mainland,1732.0,650.0,0.0,2060.0,0.0,0.0,0.0,1210.0,0.0,14.0,0.0,784.0,0.0,0.0,63.0,0.0,0.0,0.0,0.0,0.0,0.0,1730.0,0.0,14963.0,124.0,500.0,1875.0,0.0,38025.0,1168.0,1318.0,200.0,0.0,1000.0,0.0,0.0,0.0,0.0,0.0,0.0,20000.0,0.0,0.0,1850.0,0.0,21.0,0.0,79700.0,0.0,0.0,0.0,0.0,3000.0,50.0,500.0,0.0,0.0,0.0,687.0,0.0,0.0,0.0,0.0,0.0,0.0,700.0,0.0,41.0,15000.0,5294.0,0.0,0.0,0.0,183929.0,0.0,0.0,0.0,23676.0,0.0,0.0,0.0,148.0,0.0,0.0,0.0,345.0,228.0,450380.0,0.0,73236.0,0.0,6473.0,35189.0,43532.0,156083.0,250.0,0.0,961.0,9850.0,200.0,0.0,30460.0,0.0,0.0,0.0,1099.0,40000.0,3272.0,0.0,0.0,2425.0,0.0,0.0,0.0,0.0,26243.0,625.0,200.0,1536.0,5008.0,0.0,44.0,0.0,98.0,834.0,0.0,1390.0,190.0,0.0,500.0,0.0,0.0,0.0,3812.0,2528.0,6242.0,0.0,750.0,0.0,0.0,79819.0,0.0,0.0,25788.0,11500.0,175.0,0.0,5184.0,0.0,0.0,0.0,0.0,0.0,575.0,64000.0,50.0,0.0,69250.0,172.0,0.0,4792.0,0.0,0.0,25.0,5767.0,4725.0,1025.0,15094.0,0.0,0.0,0.0,0.0,25125.0,0.0,41.0,18850.0,0.0,0.0,0.0,815.0,10.0,167775.0,0.0,0.0,21.0,13750.0,0.0,169968.0,40.0,0.0,65334.0,1000.0,0.0,0.0,0.0,2213.0,3300.0,0.0 +China,1732.0,650.0,0.0,2060.0,0.0,0.0,0.0,1210.0,0.0,14.0,0.0,784.0,0.0,0.0,63.0,0.0,0.0,0.0,0.0,0.0,0.0,1730.0,0.0,14963.0,124.0,500.0,1875.0,0.0,38025.0,1168.0,1318.0,200.0,0.0,1000.0,0.0,0.0,0.0,0.0,0.0,0.0,20000.0,0.0,0.0,1850.0,0.0,21.0,0.0,79700.0,0.0,0.0,0.0,0.0,3000.0,50.0,500.0,0.0,0.0,0.0,687.0,0.0,0.0,0.0,0.0,0.0,0.0,700.0,0.0,41.0,15000.0,5294.0,0.0,0.0,0.0,183929.0,0.0,0.0,0.0,23676.0,0.0,0.0,0.0,148.0,0.0,0.0,0.0,345.0,228.0,450380.0,0.0,73236.0,0.0,6473.0,35189.0,43532.0,156083.0,250.0,0.0,961.0,9850.0,200.0,0.0,30460.0,0.0,0.0,0.0,1099.0,40000.0,3272.0,0.0,0.0,2425.0,0.0,0.0,0.0,0.0,26243.0,625.0,200.0,1536.0,5008.0,0.0,44.0,0.0,98.0,834.0,0.0,1390.0,190.0,0.0,500.0,0.0,0.0,0.0,3812.0,2528.0,6242.0,0.0,750.0,0.0,0.0,79819.0,0.0,0.0,25788.0,11500.0,175.0,0.0,5184.0,0.0,0.0,0.0,0.0,0.0,575.0,64000.0,50.0,0.0,69250.0,172.0,0.0,4792.0,0.0,0.0,25.0,5767.0,4725.0,1025.0,15094.0,0.0,0.0,0.0,0.0,25125.0,0.0,41.0,18850.0,0.0,0.0,0.0,815.0,10.0,167775.0,0.0,0.0,21.0,13750.0,0.0,169968.0,40.0,0.0,65334.0,1000.0,0.0,0.0,0.0,2213.0,3300.0,0.0 Taiwan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,445.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,100.0,0.0,2.0,0.0,0.0,0.0,0.0,320.0,0.0,54.0,0.0,0.0,8.0,0.0,0.0,35379.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,800.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,12.0,0.0,10.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,1000.0,1.0,0.0,7000.0,720.0,902.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,660.0,0.0,1600.0,13.0,0.0,10.0,0.0,0.0,0.0,0.0,260.0,0.0,0.0,0.0,0.0,0.0,46.0,0.0,0.0,240.0,0.0,0.0,0.0,0.0,11.0,0.0,0.0,0.0,0.0,0.0,120.0,0.0,3.0,0.0,0.0,34.0,0.0,0.0,40.0,1801.0,0.0,0.0,0.0,0.0,0.0,60.0,800.0,0.0,0.0,300.0,0.0,1802.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,600.0,150.0,0.0,0.0,0.0,0.0,786.0,60.0,0.0,0.0,0.0,0.0,380.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,84.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,51.0,0.0,71.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Colombia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1460.0,0.0,0.0,0.0 Comoros,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Congo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,66.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,139.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Democratic Republic of the Congo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,197.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Congo Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,66.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,139.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +DR 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Honduras,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4257.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1331.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,22.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -China; Hong Kong SAR,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,177.0,0.0,0.0,0.0,0.0,0.0,614.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14806.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,176.0,0.0,0.0,0.0,0.0,27.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,137.0,0.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,151.0,0.0,782.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Hong Kong,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,177.0,0.0,0.0,0.0,0.0,0.0,614.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14806.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,176.0,0.0,0.0,0.0,0.0,27.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,137.0,0.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,151.0,0.0,782.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Hungary,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1244.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,26.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,118.0,0.0,0.0,0.0,0.0,1507.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,50.0,0.0,0.0,0.0,1373.0,0.0,18.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Iceland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 India,527.0,429.0,59448.0,26204.0,1.0,11970.0,105.0,45629.0,236.0,0.0,55439.0,828458.0,192.0,0.0,34331.0,1526.0,22.0,55.0,345.0,20.0,3.0,23.0,2327.0,1123.0,0.0,0.0,1883.0,37.0,6506.0,50106.0,0.0,460.0,153799.0,0.0,163.0,410.0,79.0,25.0,1275.0,2618.0,1854.0,0.0,16.0,408.0,0.0,835.0,22.0,602116.0,1066.0,0.0,0.0,0.0,0.0,1996.0,89297.0,500.0,119.0,0.0,556.0,125.0,16589.0,0.0,225027.0,894.0,15616.0,72658.0,0.0,9567.0,69149.0,0.0,1973.0,1.0,0.0,454905.0,2.0,1025.0,0.0,1379.0,401.0,0.0,0.0,349635.0,1135202.0,419310.0,1212.0,43237.0,15512.0,431086.0,434.0,658.0,256.0,59886.0,38906.0,38.0,168.0,195971.0,368.0,0.0,14396.0,0.0,97.0,299377.0,18535.0,4356.0,0.0,10.0,167696.0,224.0,42294.0,27287.0,9918.0,129.0,3878.0,43343.0,698.0,13.0,405.0,121.0,11148.0,9658.0,166157.0,8820.0,0.0,628371.0,50099.0,0.0,0.0,7653.0,0.0,63721.0,3256.0,0.0,968.0,0.0,0.0,528.0,10.0,3.0,0.0,0.0,93837.0,3065.0,4380.0,8706.0,0.0,160682.0,115.0,72646.0,967.0,0.0,0.0,0.0,457.0,1003503.0,812218.0,26.0,6461.0,49598.0,75129.0,0.0,585.0,341.0,317415.0,160637.0,419.0,2250.0,175.0,60809.0,3.0,26.0,3991.0,3973.0,21137.0,0.0,1605.0,201557.0,0.0,0.0,189.0,619139.0,6442.0,92755.0,283.0,0.0,2396.0,29689.0,0.0,46592.0,91033.0,9209.0,176420.0,41079.0,1.0,3.0,20.0,0.0,267631.0,819.0 Indonesia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2000.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,33.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,106.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1000.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,48.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Iran (Islamic Republic of),399.0,0.0,0.0,0.0,0.0,1.0,0.0,45.0,18.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,275.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,81.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,865.0,0.0,0.0,0.0,0.0,0.0,0.0,21.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,30.0,64.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,59.0,0.0,102.0,0.0,0.0,0.0,0.0,0.0,0.0,19.0,0.0,18.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Japan,0.0,0.0,0.0,0.0,0.0,0.0,1.0,635.0,2.0,0.0,5.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,2.0,1178.0,0.0,13.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,524.0,1015.0,0.0,0.0,0.0,3400.0,0.0,0.0,0.0,0.0,0.0,0.0,3710.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,77.0,0.0,9.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1781.0,0.0,4446.0,0.0,0.0,4.0,1.0,0.0,0.0,0.0,3.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,65.0,0.0,0.0,19.0,1.0,6451.0,0.0,0.0,0.0,0.0,304.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3237.0,3.0,0.0,0.0,5.0,0.0,2601.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,17.0,0.0,4.0,0.0,0.0,3.0,0.0,5.0,0.0,0.0,0.0,0.0,2031.0,0.0,0.0,0.0,0.0,0.0,2938.0,0.0,12.0,0.0,0.0,2.0,0.0,3.0,0.0,0.0,0.0,0.0,5.0,50.0,0.0,0.0,322.0,2871.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,422.0,4537.0,1256.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Kazakhstan,1909.0,0.0,0.0,0.0,0.0,7220.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,205.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,61.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1360.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1905.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,29830.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,33245.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,136.0,0.0,0.0,8670.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,11584.0,0.0,0.0,0.0,0.0 Jordan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.0,0.0,0.0,16.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,49.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,102.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1322.0,0.0,0.0,428.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,453.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Kenya,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,180.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,66.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,3948.0,0.0,0.0,0.0,0.0,151.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Democratic People's Republic of Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Republic of Korea,0.0,0.0,7.0,0.0,0.0,0.0,0.0,467.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1301.0,0.0,0.0,14.0,0.0,50.0,0.0,0.0,0.0,0.0,0.0,26.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15000.0,0.0,0.0,0.0,0.0,0.0,19.0,0.0,0.0,0.0,0.0,1.0,0.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,102.0,0.0,0.0,0.0,4.0,0.0,58.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,18000.0,0.0,0.0,2.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,129.0,0.0,0.0,0.0,0.0,0.0,0.0,54.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.0,0.0,0.0,0.0,0.0,1.0,0.0,77.0,0.0,0.0,0.0,0.0,0.0,0.0,8.0,0.0,0.0,0.0,154.0,0.0,10025.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1000.0,0.0,0.0,0.0,0.0,108.0,0.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,22.0,0.0,421.0,0.0,14.0,0.0,0.0,0.0,17000.0,2.0 +North Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +South Korea,0.0,0.0,7.0,0.0,0.0,0.0,0.0,467.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1301.0,0.0,0.0,14.0,0.0,50.0,0.0,0.0,0.0,0.0,0.0,26.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15000.0,0.0,0.0,0.0,0.0,0.0,19.0,0.0,0.0,0.0,0.0,1.0,0.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,102.0,0.0,0.0,0.0,4.0,0.0,58.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,18000.0,0.0,0.0,2.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,129.0,0.0,0.0,0.0,0.0,0.0,0.0,54.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.0,0.0,0.0,0.0,0.0,1.0,0.0,77.0,0.0,0.0,0.0,0.0,0.0,0.0,8.0,0.0,0.0,0.0,154.0,0.0,10025.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1000.0,0.0,0.0,0.0,0.0,108.0,0.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,22.0,0.0,421.0,0.0,14.0,0.0,0.0,0.0,17000.0,2.0 Kuwait,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,50.0,0.0,173.0,78.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,83.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,38.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.0,0.0,383.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,33.0,0.0 -Kyrgyzstan,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,171.0,0.0,0.0,0.0,0.0,0.0,0.0,154.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,96.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14.0,0.0,0.0,0.0,0.0 -Lao People's Democratic Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,55.0,0.0,0.0,0.0,0.0,0.0,0.0,5496.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12602.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,238.0,0.0,0.0,0.0,0.0,0.0,0.0,45.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,466.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,598.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,21633.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,984.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,38.0,0.0,76.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Kyrgyz Republic,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,171.0,0.0,0.0,0.0,0.0,0.0,0.0,154.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,96.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14.0,0.0,0.0,0.0,0.0 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Lebanon,0.0,0.0,4.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,8.0,0.0,9.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,2.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,36.0,2.0,0.0,4.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24.0,0.0,0.0,250.0,12.0,0.0,0.0,0.0,44.0,1.0,0.0,0.0,123.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,33.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,26.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,74.0,6.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,64.0,0.0,2827.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,145.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,1.0,141.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0 Lesotho,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Latvia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1003.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,614.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,64.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -104,7 +104,7 @@ Liberia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0, 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SAR,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,21.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Caledonia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Vanuatu,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 New 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Timor-Leste,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Qatar,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Romania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,30.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,524.0,0.0,0.0,0.0,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,64.0,0.0,6.0,534.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,238.0,0.0,0.0,22.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,4745.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,22.0,0.0,0.0,99.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1140.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,22.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,33.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,40.0,0.0,0.0,0.0,134.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,43.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8657.0,0.0,0.0,0.0,0.0,0.0,0.0,348.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Russian Federation,0.0,2770.0,0.0,0.0,0.0,9111.0,0.0,0.0,0.0,0.0,0.0,0.0,1392.0,0.0,19895.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6723.0,0.0,0.0,13.0,0.0,4.0,0.0,0.0,1.0,1211.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1342.0,150.0,0.0,19.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,152.0,0.0,140.0,0.0,0.0,0.0,10.0,8586.0,525.0,0.0,0.0,1.0,0.0,1396.0,0.0,2275.0,0.0,102.0,0.0,3333.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,11653.0,2509.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,200.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,101.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,25.0,0.0,9625.0,1906.0,0.0,0.0,0.0,0.0,0.0,305.0,0.0,30795.0,1934.0,0.0,0.0,11959.0,0.0,526.0,3431.0,0.0,145.0,0.0,0.0,2768.0,0.0,0.0,0.0,0.0 +Russia,0.0,2770.0,0.0,0.0,0.0,9111.0,0.0,0.0,0.0,0.0,0.0,0.0,1392.0,0.0,19895.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6723.0,0.0,0.0,13.0,0.0,4.0,0.0,0.0,1.0,1211.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1342.0,150.0,0.0,19.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,152.0,0.0,140.0,0.0,0.0,0.0,10.0,8586.0,525.0,0.0,0.0,1.0,0.0,1396.0,0.0,2275.0,0.0,102.0,0.0,3333.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,11653.0,2509.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,200.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,101.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,25.0,0.0,9625.0,1906.0,0.0,0.0,0.0,0.0,0.0,305.0,0.0,30795.0,1934.0,0.0,0.0,11959.0,0.0,526.0,3431.0,0.0,145.0,0.0,0.0,2768.0,0.0,0.0,0.0,0.0 Rwanda,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,54870.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Kitts and Nevis,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Lucia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Vincent and the Grenadines,0.0,0.0,0.0,0.0,48.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,269.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,1243.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Kitts and Nevis,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Lucia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Vincent and the Grenadines,0.0,0.0,0.0,0.0,48.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,269.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,1243.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Sao Tome and Principe,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Saudi Arabia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1263.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9.0,0.0,0.0,0.0,0.0,31.0,0.0,0.0,0.0,0.0,0.0,0.0,968.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,854.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,21.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24.0,0.0,0.0,0.0,43.0,0.0,0.0,0.0,0.0,213.0,95.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,19.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,14.0,0.0,146.0,146.0,0.0,0.0,0.0,144.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1013.0,0.0,137.0,0.0,0.0,0.0,0.0,0.0,0.0,65.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6965.0,0.0 Senegal,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1492.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,190.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,108574.0,0.0,450.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2441.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,140.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -159,7 +159,7 @@ Seychelles,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0 Sierra Leone,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Singapore,0.0,0.0,0.0,0.0,0.0,0.0,0.0,16.0,0.0,0.0,0.0,37.0,0.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,172.0,0.0,2.0,0.0,0.0,0.0,24.0,0.0,0.0,0.0,29.0,0.0,0.0,4.0,68.0,0.0,0.0,40.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3899.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,61.0,0.0,0.0,1.0,17966.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,59.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15831.0,1.0,0.0,0.0,0.0,49.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,615.0,0.0,1.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,45.0,0.0,0.0,0.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,80.0,0.0,0.0,25.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,163.0,780.0,0.0,0.0,0.0,60.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,29.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Slovakia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,213.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,585.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2325.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,61.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Viet Nam,0.0,0.0,10391.0,5160.0,0.0,0.0,99.0,14430.0,0.0,0.0,0.0,18903.0,0.0,0.0,497.0,0.0,0.0,0.0,0.0,502.0,0.0,0.0,5046.0,176.0,0.0,0.0,0.0,334.0,3596.0,12117.0,0.0,0.0,754.0,0.0,784.0,1392438.0,18889.0,0.0,0.0,119.0,0.0,0.0,0.0,186.0,0.0,51.0,546.0,0.0,855.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1230.0,0.0,0.0,0.0,0.0,0.0,0.0,3143.0,431033.0,0.0,143.0,0.0,0.0,0.0,0.0,0.0,0.0,101210.0,1548.0,1393.0,0.0,725696.0,0.0,337052.0,221.0,6282.0,1900.0,321275.0,0.0,168.0,0.0,0.0,559.0,0.0,129776.0,4030.0,0.0,761.0,0.0,0.0,0.0,0.0,0.0,3632.0,0.0,0.0,0.0,0.0,435165.0,0.0,0.0,0.0,0.0,0.0,98.0,0.0,0.0,0.0,218.0,48288.0,0.0,0.0,0.0,0.0,3850.0,0.0,0.0,3839.0,0.0,0.0,810.0,0.0,3576.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,914800.0,3255.0,639.0,0.0,0.0,13491.0,1778.0,8650.0,0.0,0.0,0.0,0.0,0.0,28784.0,8266.0,0.0,0.0,0.0,94026.0,0.0,0.0,337.0,0.0,4512.0,0.0,870.0,0.0,0.0,0.0,0.0,147.0,0.0,0.0,0.0,1260.0,5807.0,0.0,0.0,0.0,51460.0,0.0,5632.0,0.0,0.0,0.0,1562.0,0.0,28.0,533.0,17217.0,23759.0,0.0,33.0,0.0,0.0,0.0,0.0,0.0 +Vietnam,0.0,0.0,10391.0,5160.0,0.0,0.0,99.0,14430.0,0.0,0.0,0.0,18903.0,0.0,0.0,497.0,0.0,0.0,0.0,0.0,502.0,0.0,0.0,5046.0,176.0,0.0,0.0,0.0,334.0,3596.0,12117.0,0.0,0.0,754.0,0.0,784.0,1392438.0,18889.0,0.0,0.0,119.0,0.0,0.0,0.0,186.0,0.0,51.0,546.0,0.0,855.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1230.0,0.0,0.0,0.0,0.0,0.0,0.0,3143.0,431033.0,0.0,143.0,0.0,0.0,0.0,0.0,0.0,0.0,101210.0,1548.0,1393.0,0.0,725696.0,0.0,337052.0,221.0,6282.0,1900.0,321275.0,0.0,168.0,0.0,0.0,559.0,0.0,129776.0,4030.0,0.0,761.0,0.0,0.0,0.0,0.0,0.0,3632.0,0.0,0.0,0.0,0.0,435165.0,0.0,0.0,0.0,0.0,0.0,98.0,0.0,0.0,0.0,218.0,48288.0,0.0,0.0,0.0,0.0,3850.0,0.0,0.0,3839.0,0.0,0.0,810.0,0.0,3576.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,914800.0,3255.0,639.0,0.0,0.0,13491.0,1778.0,8650.0,0.0,0.0,0.0,0.0,0.0,28784.0,8266.0,0.0,0.0,0.0,94026.0,0.0,0.0,337.0,0.0,4512.0,0.0,870.0,0.0,0.0,0.0,0.0,147.0,0.0,0.0,0.0,1260.0,5807.0,0.0,0.0,0.0,51460.0,0.0,5632.0,0.0,0.0,0.0,1562.0,0.0,28.0,533.0,17217.0,23759.0,0.0,33.0,0.0,0.0,0.0,0.0,0.0 Slovenia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,799.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1457.0,0.0,0.0,96.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,11333.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,209.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,57.0,0.0,0.0,0.0,0.0,0.0,0.0,17.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,73.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,36.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Somalia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 South Africa,0.0,0.0,0.0,262.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,37006.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2061.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,13.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,16.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,11112.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,59.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,332.0,0.0,8540.0,0.0,0.0,0.0,0.0,0.0,10.0,0.0,0.0,18.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,100.0,0.0,10580.0,0.0,0.0,0.0,0.0,37595.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,21.0,0.0,0.0,0.0,4.0,2.0,24.0,0.0,0.0,0.0,0.0,0.0,338.0,4597.0 @@ -171,7 +171,7 @@ Suriname,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,113.0,0.0,0.0,0 Eswatini,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,27.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Sweden,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,29.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,13.0,0.0,0.0,411.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,562.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,74.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,26.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,31.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,274.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,147.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,207.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Switzerland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,80.0,0.0,0.0,0.0,0.0,0.0,202.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,101.0,0.0,0.0,0.0,0.0,0.0,0.0,1645.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,635.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,365.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,16.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,242.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Syrian Arab Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Syria,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Tajikistan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,111.0,0.0,0.0,0.0,0.0,0.0,0.0,157.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Thailand,0.0,1654.0,66527.0,432759.0,0.0,24.0,32.0,69111.0,394.0,74.0,2779.0,75886.0,1110.0,0.0,38364.0,0.0,0.0,0.0,65.0,440.0,0.0,0.0,26733.0,313.0,6323.0,0.0,1570.0,7609.0,410091.0,82360.0,16084.0,0.0,306.0,10250.0,3428.0,1003019.0,21264.0,255.0,122.0,106794.0,72269.0,0.0,130.0,2414.0,0.0,541.0,5054.0,1603285.0,4040.0,0.0,43.0,0.0,0.0,20910.0,275.0,0.0,3.0,0.0,13885.0,1914.0,60420.0,5353.0,2808.0,30043.0,9269.0,7015.0,75.0,8964.0,168313.0,0.0,614.0,0.0,125.0,10665.0,0.0,2002.0,0.0,188382.0,639.0,474.0,688.0,812817.0,9189.0,28723.0,1413.0,51278.0,18171.0,286103.0,1118.0,222511.0,0.0,6204.0,225270.0,0.0,18699.0,9476.0,0.0,49840.0,17616.0,0.0,45.0,285.0,3050.0,3460.0,0.0,3249.0,30777.0,0.0,475148.0,699.0,2049.0,733.0,25251.0,2097.0,26382.0,98.0,0.0,575.0,11278.0,356255.0,9638.0,750.0,0.0,1.0,38397.0,5249.0,88.0,12502.0,0.0,46611.0,6537.0,0.0,7443.0,0.0,0.0,100.0,59.0,108500.0,0.0,14019.0,1029583.0,7832.0,3181.0,1056.0,50661.0,5057.0,21.0,48121.0,1768.0,0.0,0.0,0.0,415.0,61694.0,160763.0,788.0,0.0,14513.0,103684.0,0.0,23156.0,0.0,156.0,768890.0,11018.0,34592.0,0.0,452.0,189.0,0.0,8401.0,25293.0,20240.0,0.0,0.0,172178.0,0.0,0.0,483.0,82071.0,18050.0,15138.0,0.0,0.0,0.0,4925.0,10.0,11446.0,60652.0,30910.0,507103.0,47084.0,0.0,2350.0,1197.0,1.0,178574.0,1146.0 Togo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,45.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -187,13 +187,13 @@ Uganda,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0 Ukraine,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,26.0,0.0,0.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1664.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,862.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,840.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 North Macedonia,0.0,422.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,160.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,25.0,0.0,0.0,72.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,192.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,179.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4035.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,47.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,167.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Egypt,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -United Kingdom of Great Britain and Northern Ireland,0.0,0.0,0.0,0.0,0.0,1.0,0.0,42.0,568.0,0.0,0.0,0.0,0.0,0.0,3591.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,29.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,456.0,408.0,0.0,180.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,28.0,0.0,0.0,465.0,8883.0,0.0,4.0,0.0,0.0,16.0,0.0,4928.0,0.0,0.0,155.0,0.0,0.0,0.0,0.0,0.0,0.0,28.0,46.0,399.0,39.0,0.0,0.0,0.0,11102.0,148.0,4630.0,0.0,0.0,0.0,0.0,0.0,106.0,0.0,0.0,1.0,0.0,0.0,30.0,0.0,19.0,0.0,0.0,2.0,44.0,0.0,0.0,0.0,0.0,0.0,0.0,583.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4835.0,0.0,0.0,2.0,0.0,0.0,44.0,0.0,47.0,0.0,0.0,125.0,0.0,0.0,0.0,0.0,9.0,247.0,471.0,0.0,0.0,4.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,4051.0,0.0,0.0,0.0,0.0,1188.0,160.0,0.0,0.0,52.0,0.0,0.0,0.0,0.0,301.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,333.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -United Republic of Tanzania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1205.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3201.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5328.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,150.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8857.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,2642.0,3058.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,30.0,0.0,0.0,46128.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0 -United States of America,0.0,0.0,0.0,38.0,81.0,0.0,46.0,10016.0,2420.0,7344.0,149.0,0.0,0.0,929.0,252.0,0.0,0.0,0.0,0.0,593.0,967.0,0.0,0.0,0.0,46.0,0.0,114.0,3350.0,1933.0,227336.0,0.0,0.0,73.0,0.0,3184.0,94.0,45605.0,108837.0,0.0,1792.0,0.0,0.0,50708.0,0.0,0.0,99.0,164.0,11753.0,742.0,68.0,20055.0,190.0,51259.0,50.0,0.0,0.0,19.0,0.0,0.0,115.0,2887.0,23.0,0.0,0.0,71.0,0.0,0.0,7992.0,5362.0,0.0,113.0,0.0,80894.0,4585.0,22.0,412263.0,130571.0,6200.0,0.0,122.0,5851.0,0.0,0.0,156907.0,0.0,10376.0,1790.0,19003.0,4337.0,273938.0,0.0,80921.0,0.0,0.0,103583.0,1241.0,0.0,1149.0,3283.0,0.0,0.0,9278.0,50104.0,241.0,0.0,18.0,927.0,0.0,96.0,0.0,1609.0,108.0,1403.0,11.0,525030.0,28.0,0.0,0.0,5309.0,1880.0,3.0,0.0,0.0,0.0,7171.0,0.0,0.0,4118.0,7319.0,0.0,7.0,20.0,1750.0,3305.0,207.0,64.0,18328.0,0.0,0.0,176.0,110.0,755.0,351.0,3781.0,0.0,618.0,7.0,514.0,0.0,660.0,29.0,2.0,0.0,94088.0,11.0,0.0,0.0,774.0,3427.0,0.0,531.0,0.0,19.0,401.0,0.0,1517.0,0.0,0.0,0.0,0.0,3064.0,539.0,0.0,0.0,5281.0,625.0,0.0,16.0,424.0,3830.0,0.0,1055.0,0.0,0.0,110.0,965.0,0.0,89.0,23612.0,16640.0,0.0,0.0,2.0,0.0,27735.0,54.0,1578.0,0.0 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States,0.0,0.0,0.0,38.0,81.0,0.0,46.0,10016.0,2420.0,7344.0,149.0,0.0,0.0,929.0,252.0,0.0,0.0,0.0,0.0,593.0,967.0,0.0,0.0,0.0,46.0,0.0,114.0,3350.0,1933.0,227336.0,0.0,0.0,73.0,0.0,3184.0,94.0,45605.0,108837.0,0.0,1792.0,0.0,0.0,50708.0,0.0,0.0,99.0,164.0,11753.0,742.0,68.0,20055.0,190.0,51259.0,50.0,0.0,0.0,19.0,0.0,0.0,115.0,2887.0,23.0,0.0,0.0,71.0,0.0,0.0,7992.0,5362.0,0.0,113.0,0.0,80894.0,4585.0,22.0,412263.0,130571.0,6200.0,0.0,122.0,5851.0,0.0,0.0,156907.0,0.0,10376.0,1790.0,19003.0,4337.0,273938.0,0.0,80921.0,0.0,0.0,103583.0,1241.0,0.0,1149.0,3283.0,0.0,0.0,9278.0,50104.0,241.0,0.0,18.0,927.0,0.0,96.0,0.0,1609.0,108.0,1403.0,11.0,525030.0,28.0,0.0,0.0,5309.0,1880.0,3.0,0.0,0.0,0.0,7171.0,0.0,0.0,4118.0,7319.0,0.0,7.0,20.0,1750.0,3305.0,207.0,64.0,18328.0,0.0,0.0,176.0,110.0,755.0,351.0,3781.0,0.0,618.0,7.0,514.0,0.0,660.0,29.0,2.0,0.0,94088.0,11.0,0.0,0.0,774.0,3427.0,0.0,531.0,0.0,19.0,401.0,0.0,1517.0,0.0,0.0,0.0,0.0,3064.0,539.0,0.0,0.0,5281.0,625.0,0.0,16.0,424.0,3830.0,0.0,1055.0,0.0,0.0,110.0,965.0,0.0,89.0,23612.0,16640.0,0.0,0.0,2.0,0.0,27735.0,54.0,1578.0,0.0 Burkina Faso,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,302.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,302.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,189.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Uruguay,0.0,0.0,1000.0,0.0,0.0,0.0,380.0,0.0,0.0,0.0,0.0,0.0,0.0,200.0,26465.0,0.0,0.0,0.0,0.0,72936.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,938.0,72.0,0.0,0.0,0.0,8601.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,22803.0,0.0,15730.0,1036.0,0.0,0.0,0.0,0.0,0.0,0.0,280.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5385.0,0.0,0.0,0.0,0.0,0.0,0.0,9829.0,0.0,0.0,0.0,0.0,2417.0,0.0,0.0,250.0,760.0,0.0,0.0,0.0,0.0,0.0,0.0,217961.0,0.0,2811.0,669.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,132.0,0.0,0.0,0.0,0.0,0.0,81272.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12557.0,0.0,0.0,0.0,140.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,180064.0,0.0,0.0,3371.0,0.0,0.0,50.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15342.0,0.0,0.0,41350.0,0.0,0.0,0.0,0.0,0.0,1446.0,0.0,5233.0,0.0,0.0,0.0,0.0,0.0,236.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,75.0,0.0,14052.0,0.0,0.0,0.0,0.0,0.0,0.0,12652.0,0.0,2104.0,0.0,0.0,0.0,41619.0,0.0,0.0,0.0 Uzbekistan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Venezuela (Bolivarian Republic of),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Venezuela,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Samoa,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,35.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Yemen,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Zambia,0.0,0.0,0.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4326.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,16.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 diff --git a/data/preprocessed_data/Wheat_Y2018_Global_production.csv b/data/preprocessed_data/Wheat_Y2018_Global_production.csv index 3e79c60..b38a954 100644 --- a/data/preprocessed_data/Wheat_Y2018_Global_production.csv +++ b/data/preprocessed_data/Wheat_Y2018_Global_production.csv @@ -14,7 +14,7 @@ Armenia,187453.0 Barbados,0.0 Belgium,1661860.0 Bhutan,1445.19 -Bolivia (Plurinational State of),301688.85 +Bolivia,301688.85 Bosnia and Herzegovina,295810.0 Botswana,1212.0 Brazil,5469236.0 @@ -33,12 +33,12 @@ Central African Republic,0.0 Sri Lanka,0.0 Chad,1798.02 Chile,1469003.4 -China; mainland,131440500.0 +China,131440500.0 Taiwan,6096.0 Colombia,6399.28 Comoros,0.0 -Congo,0.0 -Democratic Republic of the Congo,11500.0 +Congo Republic,0.0 +DR Congo,11500.0 Cook Islands,0.0 Costa Rica,0.0 Croatia,753060.0 @@ -73,27 +73,27 @@ Guinea,0.0 Guyana,0.0 Haiti,0.0 Honduras,1254.65 -China; Hong Kong SAR,0.0 +Hong Kong,0.0 Hungary,5258430.0 Iceland,0.0 India,99869520.0 Indonesia,0.0 -Iran (Islamic Republic of),13012380.31 +Iran,13012380.31 Iraq,2177885.0 Ireland,485480.0 Israel,70500.0 Italy,7104650.0 -Côte d'Ivoire,0.0 +Cote d'Ivoire,0.0 Jamaica,0.0 Japan,764900.0 Kazakhstan,13944108.0 Jordan,16389.0 Kenya,336600.0 -Democratic People's Republic of Korea,50900.0 -Republic of Korea,25788.0 +North Korea,50900.0 +South Korea,25788.0 Kuwait,9.0 -Kyrgyzstan,615926.0 -Lao People's Democratic Republic,0.0 +Kyrgyz Republic,615926.0 +Laos,0.0 Lebanon,130000.0 Lesotho,6975.0 Latvia,1431600.0 @@ -101,7 +101,7 @@ Liberia,0.0 Libya,200000.0 Lithuania,2838900.0 Luxembourg,79650.0 -China; Macao SAR,0.0 +Macau,0.0 Madagascar,5000.0 Malawi,729.0 Malaysia,0.0 @@ -112,14 +112,14 @@ Mauritania,7438.84 Mauritius,0.0 Mexico,2943445.12 Mongolia,436114.89 -Republic of Moldova,1162778.0 +Moldova,1162778.0 Montenegro,2466.9 Morocco,7320620.11 Mozambique,17000.0 Oman,3579.0 Namibia,6094.0 Nepal,1949001.0 -Netherlands (Kingdom of the),961920.0 +Netherlands,961920.0 New Caledonia,4.4 New Zealand,371026.79 Nicaragua,0.0 @@ -137,10 +137,10 @@ Poland,9637620.0 Portugal,70110.0 Qatar,15.0 Romania,10143670.0 -Russian Federation,72136149.0 +Russia,72136149.0 Rwanda,13475.16 -Saint Lucia,0.0 -Saint Vincent and the Grenadines,0.0 +St. Lucia,0.0 +St. Vincent and the Grenadines,0.0 Saudi Arabia,586413.0 Senegal,0.0 Serbia,2941601.0 @@ -148,7 +148,7 @@ Seychelles,0.0 Sierra Leone,0.0 Singapore,0.0 Slovakia,1927930.0 -Viet Nam,0.0 +Vietnam,0.0 Slovenia,121900.0 Somalia,1046.65 South Africa,1868000.0 @@ -160,7 +160,7 @@ Suriname,0.0 Eswatini,724.76 Sweden,1620300.0 Switzerland,511446.0 -Syrian Arab Republic,1222987.62 +Syria,1222987.62 Tajikistan,778986.3 Thailand,1306.58 Togo,0.0 @@ -173,12 +173,12 @@ Uganda,23206.0 Ukraine,24652840.0 North Macedonia,241106.0 Egypt,8348629.0 -United Kingdom of Great Britain and Northern Ireland,13555000.0 -United Republic of Tanzania,56651.0 -United States of America,51305540.0 +United Kingdom,13555000.0 +Tanzania,56651.0 +United States,51305540.0 Burkina Faso,0.0 Uruguay,440000.0 Uzbekistan,5410760.0 -Venezuela (Bolivarian Republic of),1151.0 +Venezuela,1151.0 Yemen,92210.0 Zambia,114462.73 diff --git a/data/preprocessed_data/Wheat_Y2018_Global_trade.csv b/data/preprocessed_data/Wheat_Y2018_Global_trade.csv index 14d8f48..f2c98d6 100644 --- a/data/preprocessed_data/Wheat_Y2018_Global_trade.csv +++ b/data/preprocessed_data/Wheat_Y2018_Global_trade.csv @@ -1,4 +1,4 @@ -,Afghanistan,Albania,Algeria,Angola,Antigua and Barbuda,Azerbaijan,Argentina,Australia,Austria,Bahrain,Bangladesh,Armenia,Barbados,Belgium,Bhutan,Bolivia (Plurinational State of),Bosnia and Herzegovina,Botswana,Brazil,Belize,Solomon Islands,Brunei Darussalam,Bulgaria,Myanmar,Burundi,Belarus,Cambodia,Cameroon,Canada,Cabo Verde,Central African Republic,Sri Lanka,Chad,Chile,China; mainland,Taiwan,Colombia,Comoros,Congo,Democratic Republic of the Congo,Cook Islands,Costa Rica,Croatia,Cuba,Cyprus,Czechia,Benin,Denmark,Dominican Republic,Ecuador,El Salvador,Equatorial Guinea,Ethiopia,Eritrea,Estonia,Faroe Islands,Fiji,Finland,France,French Polynesia,Djibouti,Gabon,Georgia,Gambia,Palestine,Germany,Ghana,Greece,Grenada,Guatemala,Guinea,Guyana,Haiti,Honduras,China; Hong Kong SAR,Hungary,Iceland,India,Indonesia,Iran (Islamic Republic of),Iraq,Ireland,Israel,Italy,Côte d'Ivoire,Jamaica,Japan,Kazakhstan,Jordan,Kenya,Democratic People's Republic of Korea,Republic of Korea,Kuwait,Kyrgyzstan,Lao People's Democratic Republic,Lebanon,Lesotho,Latvia,Liberia,Libya,Lithuania,Luxembourg,China; Macao SAR,Madagascar,Malawi,Malaysia,Maldives,Mali,Malta,Mauritania,Mauritius,Mexico,Mongolia,Republic of Moldova,Montenegro,Morocco,Mozambique,Oman,Namibia,Nepal,Netherlands (Kingdom of the),New Caledonia,New Zealand,Nicaragua,Niger,Nigeria,Norway,Marshall Islands,Pakistan,Panama,Papua New Guinea,Paraguay,Peru,Philippines,Poland,Portugal,Qatar,Romania,Russian Federation,Rwanda,Saint Lucia,Saint Vincent and the Grenadines,Saudi Arabia,Senegal,Serbia,Seychelles,Sierra Leone,Singapore,Slovakia,Viet Nam,Slovenia,Somalia,South Africa,Zimbabwe,Spain,South Sudan,Sudan,Suriname,Eswatini,Sweden,Switzerland,Syrian Arab Republic,Tajikistan,Thailand,Togo,Trinidad and Tobago,United Arab Emirates,Tunisia,Türkiye,Turkmenistan,Uganda,Ukraine,North Macedonia,Egypt,United Kingdom of Great Britain and Northern Ireland,United Republic of Tanzania,United States of America,Burkina Faso,Uruguay,Uzbekistan,Venezuela (Bolivarian Republic of),Yemen,Zambia +,Afghanistan,Albania,Algeria,Angola,Antigua and Barbuda,Azerbaijan,Argentina,Australia,Austria,Bahrain,Bangladesh,Armenia,Barbados,Belgium,Bhutan,Bolivia,Bosnia and Herzegovina,Botswana,Brazil,Belize,Solomon Islands,Brunei Darussalam,Bulgaria,Myanmar,Burundi,Belarus,Cambodia,Cameroon,Canada,Cabo Verde,Central African Republic,Sri Lanka,Chad,Chile,China,Taiwan,Colombia,Comoros,Congo Republic,DR Congo,Cook Islands,Costa Rica,Croatia,Cuba,Cyprus,Czechia,Benin,Denmark,Dominican Republic,Ecuador,El Salvador,Equatorial Guinea,Ethiopia,Eritrea,Estonia,Faroe Islands,Fiji,Finland,France,French Polynesia,Djibouti,Gabon,Georgia,Gambia,Palestine,Germany,Ghana,Greece,Grenada,Guatemala,Guinea,Guyana,Haiti,Honduras,Hong Kong,Hungary,Iceland,India,Indonesia,Iran,Iraq,Ireland,Israel,Italy,Cote d'Ivoire,Jamaica,Japan,Kazakhstan,Jordan,Kenya,North Korea,South Korea,Kuwait,Kyrgyz Republic,Laos,Lebanon,Lesotho,Latvia,Liberia,Libya,Lithuania,Luxembourg,Macau,Madagascar,Malawi,Malaysia,Maldives,Mali,Malta,Mauritania,Mauritius,Mexico,Mongolia,Moldova,Montenegro,Morocco,Mozambique,Oman,Namibia,Nepal,Netherlands,New Caledonia,New Zealand,Nicaragua,Niger,Nigeria,Norway,Marshall Islands,Pakistan,Panama,Papua New Guinea,Paraguay,Peru,Philippines,Poland,Portugal,Qatar,Romania,Russia,Rwanda,St. Lucia,St. Vincent and the Grenadines,Saudi Arabia,Senegal,Serbia,Seychelles,Sierra Leone,Singapore,Slovakia,Vietnam,Slovenia,Somalia,South Africa,Zimbabwe,Spain,South Sudan,Sudan,Suriname,Eswatini,Sweden,Switzerland,Syria,Tajikistan,Thailand,Togo,Trinidad and Tobago,United Arab Emirates,Tunisia,Türkiye,Turkmenistan,Uganda,Ukraine,North Macedonia,Egypt,United Kingdom,Tanzania,United States,Burkina Faso,Uruguay,Uzbekistan,Venezuela,Yemen,Zambia Afghanistan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Albania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Algeria,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,42.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -14,7 +14,7 @@ Armenia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0, Barbados,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Belgium,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1166.06,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,66.0,0.0,0.0,0.04,131.07,0.0,39.09,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6686.55,53265.12,0.0,0.0,0.0,0.0,0.0,0.0,48455.92,0.0,0.06,0.0,0.0,0.0,0.0,140.58,0.0,0.0,23.88,0.0,0.0,0.0,0.0,180.0,8.38,0.0,9876.76,1.0,0.0,0.0,0.0,0.0,0.0,0.0,262.71,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6734.23,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.12,0.0,1.0,0.0,0.0,630405.46,0.0,0.0,0.0,0.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.3,1.1,0.24,0.0,0.22,0.0,0.0,0.0,0.09,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.1,90.18,0.0,0.0,0.01,0.0,21.87,206.44,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,0.4,0.0,0.0,65.78,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Bhutan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Bolivia (Plurinational State 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Guyana,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1152.6,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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SAR,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Hong Kong,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Hungary,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,391605.74,0.0,0.0,0.0,0.0,0.0,0.0,0.0,144992.53,0.0,0.0,0.0,0.0,0.0,8321.57,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.5,0.0,0.0,0.0,0.0,0.0,0.0,105945.43,0.0,19340.85,1834.99,0.0,203.24,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,476.88,0.0,0.0,0.0,0.0,0.0,0.0,108048.45,0.0,46844.26,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,139.3,919658.74,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3435.18,0.0,0.0,0.0,0.0,50.66,0.0,0.0,0.0,0.0,0.0,0.0,59333.93,0.0,0.0,0.0,0.0,0.0,95.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10664.25,0.0,0.0,227921.23,20.39,0.0,0.0,0.0,0.0,0.0,5671.71,0.0,0.0,0.0,5238.71,0.0,90288.13,0.0,0.0,0.0,1979.18,0.0,0.0,0.0,0.0,173.0,2064.76,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,57.99,2208.61,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0 Iceland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 India,26406.0,0.0,0.0,0.0,0.0,0.0,0.0,7.18,0.0,399.0,13523.91,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,2.11,0.0,0.0,2823.3,0.0,0.0,0.0,0.0,0.0,0.0,1.04,1.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.25,0.0,0.0,0.0,0.0,0.0,0.0,198.09,0.0,2.0,24.0,0.0,5.63,0.0,0.0,19.55,0.0,0.0,0.0,25.1,0.0,0.0,0.0,17.86,0.0,0.0,0.0,0.0,0.0,0.0,0.0,434.0,0.0,10.6,0.0,8.24,0.0,1072.0,29.65,0.0,0.0,554.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.6,5.06,1441.06,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.8,120.0,0.0,107466.7,0.63,0.0,102.0,0.0,0.0,95.28,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,165.0,0.0,0.0,66.51,0.0,0.0,25.0,0.54,0.0,253.66,20.71,20.64,0.0,61.1,0.0,4518.0,109.53,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24.0,0.95,0.03,5566.63,0.0,0.0,0.0,409.06,0.0,0.0,0.0,2218.09,24.5,18.64,0.05,0.0,1.02,0.0,0.0,0.0 Indonesia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1337.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Iran (Islamic Republic of),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1992.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,40000.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Iran,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1992.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,40000.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Iraq,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Ireland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20134.9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Israel,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.68,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.15,0.0,0.0,103.99,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,35.51,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.27,0.0,2.54,0.0,0.0,0.0,0.0,0.0,8.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.54,0.0,0.0,0.0,0.0,183.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.27,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.27,0.0,0.0,0.0,0.0,2.54,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,38.04,0.0,0.0,0.0,0.0,11.41,0.0,0.0,0.0,0.0,0.0,1.27,0.0,5.07,0.0,0.0,0.0,0.0,0.0,0.0 Italy,0.0,1060.05,51.0,0.0,0.0,0.0,0.0,0.0,383.35,0.0,0.0,0.0,0.0,72.62,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,160.04,0.0,0.0,0.0,0.0,0.0,2.65,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,72.4,0.0,74.64,10.81,0.0,1712.83,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,1.08,18805.94,0.0,0.0,0.0,0.0,0.0,0.0,17059.94,0.0,5636.11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,234.29,0.0,0.0,0.0,0.0,60.0,0.0,0.0,0.0,0.0,0.0,6.84,150.0,24.0,0.0,0.0,0.0,0.0,0.0,0.0,18.0,0.0,0.0,0.0,6500.0,31.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6974.97,0.0,0.0,0.0,0.0,0.0,0.0,240.0,0.0,0.0,0.0,0.0,162.78,0.0,0.0,0.0,0.0,0.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,28.49,15.22,0.0,1120.47,22.11,0.0,0.0,0.0,0.0,0.0,107.58,0.0,0.0,0.0,290.97,0.0,226.87,0.0,0.0,0.0,526.46,0.0,0.0,0.0,0.0,35.08,7922.62,0.0,0.0,0.0,0.0,0.0,8.6,116019.51,78.17,0.0,0.0,0.0,0.0,0.0,172.03,0.0,143.96,0.0,0.0,0.0,0.0,0.0,0.0 -Côte d'Ivoire,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,720.0,0.0,0.0,0.0,0.0,0.0 +Cote d'Ivoire,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,720.0,0.0,0.0,0.0,0.0,0.0 Jamaica,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Japan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Kazakhstan,386758.09,0.0,0.0,0.0,0.0,289123.65,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,549999.9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,80102.01,0.0,0.0,921.0,0.0,17670.78,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,50245.22,0.0,0.0,0.0,348419.73,0.0,0.0,0.0,0.0,1007.9,0.0,0.0,0.0,0.0,144424.79,0.0,2940.0,0.0,1593.0,0.0,0.0,21.6,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5975.31,0.0,0.0,0.0,0.0,0.0,38995.21,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5279.6,0.0,0.0,0.0,246941.85,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,39602.1,0.0,0.0,0.0,0.0,26732.74,0.0,0.0,0.0,0.0,36950.6,0.0,0.0,1044826.2,0.0,0.0,0.0,0.0,35019.55,288293.86,259858.14,0.0,1979.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2294672.5,0.0,0.0,0.0 Jordan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,63.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Kenya,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.13,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,550.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2186.5,0.0,0.0,0.0,1.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Democratic People's Republic of Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Republic of Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.77,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +North Korea,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +South 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Mexico,0.0,0.0,260535.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,37.86,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,44550.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24373.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,11700.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,54000.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,6.82,0.0,0.0,0.0,443753.2,0.0,0.0 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Mozambique,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1586.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Oman,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,285.9,0.0,0.0,0.0,0.0,0.0,949.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1119.72,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Namibia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Nepal,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Netherlands (Kingdom of the),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,78.55,0.0,0.0,0.0,0.0,120905.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.7,7.61,0.0,0.0,0.0,0.0,0.0,0.43,0.0,0.0,0.0,0.0,0.0,0.0,0.0,70.14,0.0,0.0,0.0,0.0,66.36,0.59,0.0,38.49,11.5,0.0,14981.19,0.0,0.0,0.0,0.0,0.0,0.0,1.98,0.0,0.0,6.85,8555.23,0.0,0.0,0.0,0.0,0.0,0.0,135752.09,0.0,230.31,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.3,1.64,0.0,0.0,0.0,0.0,38025.74,61.0,131.73,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.85,0.0,0.0,16.05,273.63,0.0,0.0,0.0,0.0,0.0,0.0,4.79,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105.12,0.0,0.0,0.0,0.0,0.0,0.0,0.0,89.12,55.99,0.0,82.39,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.34,0.0,0.0,0.0,248.56,0.0,0.0,0.0,0.0,5960.08,8444.58,0.0,0.0,2.52,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24866.17,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +Netherlands,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,78.55,0.0,0.0,0.0,0.0,120905.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.7,7.61,0.0,0.0,0.0,0.0,0.0,0.43,0.0,0.0,0.0,0.0,0.0,0.0,0.0,70.14,0.0,0.0,0.0,0.0,66.36,0.59,0.0,38.49,11.5,0.0,14981.19,0.0,0.0,0.0,0.0,0.0,0.0,1.98,0.0,0.0,6.85,8555.23,0.0,0.0,0.0,0.0,0.0,0.0,135752.09,0.0,230.31,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.3,1.64,0.0,0.0,0.0,0.0,38025.74,61.0,131.73,0.0,0.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.85,0.0,0.0,16.05,273.63,0.0,0.0,0.0,0.0,0.0,0.0,4.79,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105.12,0.0,0.0,0.0,0.0,0.0,0.0,0.0,89.12,55.99,0.0,82.39,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.34,0.0,0.0,0.0,248.56,0.0,0.0,0.0,0.0,5960.08,8444.58,0.0,0.0,2.52,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,24866.17,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 New Caledonia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 New Zealand,0.0,0.0,0.0,0.0,0.0,0.0,0.0,259.24,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Nicaragua,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -137,10 +137,10 @@ Poland,0.0,0.0,28500.0,0.0,0.0,0.0,0.0,0.0,1076.88,0.0,0.0,0.0,0.0,6.02,0.0,0.0, Portugal,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.73,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,6.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,27015.18,0.0,0.0,0.0,0.0,0.0,0.36,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,40.94,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Qatar,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Romania,0.0,0.0,0.0,0.0,0.0,60.0,0.0,0.02,27060.97,0.0,0.0,0.0,0.0,96141.53,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2098.39,1048.9,0.0,0.0,0.0,0.0,1.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15025.55,0.0,0.0,0.0,46.56,0.0,13830.25,17092.05,0.0,0.22,0.0,0.0,0.0,0.0,290382.95,0.0,0.0,0.0,0.0,0.0,45133.01,0.0,0.0,0.0,0.0,0.0,0.0,344533.09,0.0,116746.26,0.0,0.0,0.0,0.0,0.0,0.0,0.0,19659.9,0.0,0.0,0.0,0.0,0.0,60505.39,181772.91,561996.79,0.0,0.0,0.0,0.0,755884.68,36900.0,0.0,0.0,0.0,0.0,0.0,34079.72,0.0,0.0,0.0,255810.77,0.0,0.03,0.0,0.0,0.0,0.0,0.0,0.0,2488.36,0.0,0.0,0.0,0.0,791.7,0.0,0.0,0.0,34699.7,0.0,0.0,210599.19,0.0,0.0,0.0,0.0,0.0,66.0,0.0,0.0,0.0,0.0,0.0,0.0,64750.0,119.47,26300.34,20553.26,0.0,0.0,0.0,0.0,0.0,0.0,0.0,234.74,0.0,0.0,0.0,67.68,56485.35,764.98,20419.09,22688.3,0.0,910812.18,0.0,175438.41,0.0,0.0,0.4,2525.84,0.0,0.0,32266.21,0.0,0.0,29959.13,12800.24,10949.58,0.0,7100.0,133.64,3.0,1066594.19,115602.76,0.0,0.24,0.0,0.0,0.0,0.0,179559.29,0.0 -Russian Federation,65.0,183345.95,31207.65,49479.8,0.0,702352.7,0.0,0.0,719.35,0.0,1862358.5,260155.11,0.0,32820.0,0.0,0.0,0.0,0.0,26229.9,0.0,0.0,0.0,5215.74,6876.42,53286.14,287134.7,0.0,451925.0,0.0,10000.0,0.0,84082.71,0.0,0.0,86748.74,0.0,0.0,0.0,133961.1,139966.18,0.0,0.0,0.0,0.0,48423.67,0.0,4500.0,28886.86,0.0,93196.8,0.0,0.0,245490.7,27500.0,0.0,0.0,0.0,5240.5,22.0,0.0,49031.45,10200.0,488844.9,6513.19,4496.35,43201.8,314140.0,310219.62,0.0,0.0,178879.73,0.0,52220.7,0.0,0.0,0.0,0.0,0.0,1374672.5,117709.6,553.54,58805.15,760268.6,123998.29,115401.0,0.0,48465.94,67325.11,112589.89,797927.9,2242.0,238765.28,0.0,5.76,0.0,961896.4,0.0,1269388.41,7000.0,309989.27,76672.49,0.0,0.0,0.0,56500.0,155758.16,0.0,73800.0,0.0,93389.44,0.0,994714.5,225954.89,43.4,0.0,539365.85,338964.3,385419.96,22540.84,0.0,101459.69,0.0,0.0,97310.0,0.0,1975421.0,59535.77,0.0,0.0,0.0,0.0,0.0,124318.61,1023375.81,0.0,28206.2,92665.04,156183.93,0.0,120130.0,0.0,0.0,49.5,245465.72,67.0,0.0,0.0,0.0,0.0,2489996.3,0.0,20607.5,780364.15,24295.0,176408.14,0.0,2149574.0,0.0,0.0,19205.46,153051.45,48957.89,0.04,186668.19,49500.0,0.0,706328.0,220426.43,4974082.98,3397.7,245172.34,846.4,0.0,9576778.0,0.0,760613.61,0.0,100350.0,0.0,5044.0,257239.01,1343464.1,0.0 +Russia,65.0,183345.95,31207.65,49479.8,0.0,702352.7,0.0,0.0,719.35,0.0,1862358.5,260155.11,0.0,32820.0,0.0,0.0,0.0,0.0,26229.9,0.0,0.0,0.0,5215.74,6876.42,53286.14,287134.7,0.0,451925.0,0.0,10000.0,0.0,84082.71,0.0,0.0,86748.74,0.0,0.0,0.0,133961.1,139966.18,0.0,0.0,0.0,0.0,48423.67,0.0,4500.0,28886.86,0.0,93196.8,0.0,0.0,245490.7,27500.0,0.0,0.0,0.0,5240.5,22.0,0.0,49031.45,10200.0,488844.9,6513.19,4496.35,43201.8,314140.0,310219.62,0.0,0.0,178879.73,0.0,52220.7,0.0,0.0,0.0,0.0,0.0,1374672.5,117709.6,553.54,58805.15,760268.6,123998.29,115401.0,0.0,48465.94,67325.11,112589.89,797927.9,2242.0,238765.28,0.0,5.76,0.0,961896.4,0.0,1269388.41,7000.0,309989.27,76672.49,0.0,0.0,0.0,56500.0,155758.16,0.0,73800.0,0.0,93389.44,0.0,994714.5,225954.89,43.4,0.0,539365.85,338964.3,385419.96,22540.84,0.0,101459.69,0.0,0.0,97310.0,0.0,1975421.0,59535.77,0.0,0.0,0.0,0.0,0.0,124318.61,1023375.81,0.0,28206.2,92665.04,156183.93,0.0,120130.0,0.0,0.0,49.5,245465.72,67.0,0.0,0.0,0.0,0.0,2489996.3,0.0,20607.5,780364.15,24295.0,176408.14,0.0,2149574.0,0.0,0.0,19205.46,153051.45,48957.89,0.04,186668.19,49500.0,0.0,706328.0,220426.43,4974082.98,3397.7,245172.34,846.4,0.0,9576778.0,0.0,760613.61,0.0,100350.0,0.0,5044.0,257239.01,1343464.1,0.0 Rwanda,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Lucia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Saint Vincent and the Grenadines,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Lucia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +St. Vincent and the Grenadines,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Saudi Arabia,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,80.0,0.0 Senegal,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.52,0.0,0.0,0.0,0.0,2400.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Serbia,0.0,69321.18,0.0,0.0,0.0,0.0,0.0,0.0,13684.15,0.0,0.0,0.0,0.0,0.0,0.0,0.0,130236.37,0.0,0.0,0.0,0.0,0.0,4445.46,0.0,0.0,0.0,0.0,0.0,0.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17765.64,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,98.01,0.0,0.0,0.0,0.0,0.0,0.0,1653.74,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,120.46,0.0,0.0,0.0,16.3,0.15,0.0,0.0,190810.35,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,144.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14498.96,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,580731.57,1081.31,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,476.12,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1465.78,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10.5,0.0,0.0,23.13,80797.41,0.0,0.2,0.0,2.36,0.0,0.0,0.0,0.0,0.0,0.0 @@ -148,7 +148,7 @@ Seychelles,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0 Sierra Leone,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Singapore,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.31,0.0,1755.6,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,11.4,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.68,0.0,0.0,0.0,0.46,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.55,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Nam,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20344.66,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3920.38,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,557.55,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5562.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3802.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.73,0.0,0.0,0.0,245.26,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Switzerland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.44,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.26,0.0,0.0,1.2,72.94,0.0,0.0,0.0,0.0,0.0,0.0,173.26,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07,0.0,0.0,0.0,0.0,0.0,5.84,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.28,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -Syrian Arab Republic,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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Tajikistan,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Thailand,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.16,0.0,0.35,24.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.99,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.7,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.52,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 Togo,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 @@ -173,12 +173,12 @@ Uganda,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0 Ukraine,0.0,0.0,23610.64,0.0,0.0,0.0,0.0,0.0,4804.18,0.0,914599.49,0.0,0.0,0.02,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12353.76,0.0,797.11,0.0,0.0,0.0,0.0,0.0,2601.89,0.0,0.0,4056.0,3324.64,0.0,0.0,1369.8,50000.25,0.0,0.0,0.0,0.0,2333.81,102.84,0.0,8024.56,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,4849.16,0.0,169590.0,0.0,1048.95,18036.6,0.0,10231.2,3542.82,34017.52,0.0,0.0,34200.14,0.0,0.0,0.0,138.87,384.96,0.0,0.0,2606432.44,0.0,0.0,0.0,560945.63,271068.3,73750.0,0.0,69063.01,0.0,115560.45,238759.11,0.0,925055.16,196.82,0.0,0.0,287585.85,0.0,0.0,0.0,637832.56,5010.49,0.0,0.0,0.0,0.0,146341.56,0.0,30950.0,0.0,293731.06,0.0,179738.4,0.0,468.83,0.0,1385245.0,43999.99,110.08,0.0,0.0,208326.06,252.42,0.0,0.0,0.0,89432.13,1270.0,0.0,0.0,0.0,0.0,0.0,0.0,1754936.35,5743.27,30875.02,20703.15,257.35,0.0,1000.0,0.0,0.0,0.0,180116.76,0.0,0.0,0.0,3397.53,0.0,0.0,0.0,0.0,65900.05,0.0,829853.18,0.0,91680.54,0.0,0.0,0.0,7352.15,0.0,0.0,573134.64,0.0,0.0,21356.61,1026529.64,237374.02,0.0,33314.0,0.0,0.0,1396267.62,40866.2,40000.01,0.0,18000.0,0.0,0.0,0.0,519585.93,0.0 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Egypt,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.46,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,728.48,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.49,0.0,0.0,0.0,0.0,69.27,0.0,0.0,11.46,5.53,0.0,0.0,0.0,0.0,0.0,0.0,11041.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,81.63,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12.34,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.75,0.0,0.0,0.0,0.0,0.0,0.0 -United Kingdom of Great Britain and Northern Ireland,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,14.97,0.0,0.0,2.0,8871.69,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.09,0.0,0.0,46.67,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,5.8,0.0,88.15,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,901.43,0.0,0.0,0.0,0.0,0.0,0.0,3.1,0.0,11.75,0.0,0.0,0.0,0.0,0.0,0.0,1.44,0.01,1950.0,5.51,0.0,0.0,0.0,201491.28,0.0,13199.99,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.22,0.02,0.0,0.0,0.0,0.01,0.0,0.0,21.14,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,67414.37,0.0,0.0,0.0,0.0,0.0,23.6,0.0,0.0,0.0,0.0,0.0,0.0,0.0,203.95,4393.45,0.01,23.08,0.0,0.0,0.0,0.0,0.7,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,21.42,0.0,54187.8,0.0,0.0,0.0,0.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,22.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.43,0.0,0.0,0.0,0.0,0.0,0.0 -United Republic of Tanzania,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1020.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,26.38,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -United States of America,0.0,0.0,344314.0,0.0,0.0,0.0,5.82,45.26,0.0,0.0,449751.0,0.0,19578.14,21429.0,0.0,0.0,0.0,0.0,266462.0,16754.0,0.0,0.0,0.0,43662.63,0.0,0.0,0.0,0.0,67920.97,0.0,0.0,107943.0,0.0,297856.0,396987.0,988092.78,407750.0,0.0,0.0,0.0,0.0,114351.0,0.0,0.0,0.0,0.0,0.0,0.0,291801.47,267200.7,278781.0,0.0,218500.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,57.28,50554.55,53.5,13294.0,547946.0,0.0,37407.75,94172.0,326588.0,4671.0,0.0,0.0,10.0,798705.39,0.0,882123.0,0.0,28883.0,513092.18,0.0,194675.67,2866098.0,0.0,0.0,28076.0,0.0,1546717.48,199.0,0.0,0.0,0.0,0.0,0.0,30900.0,0.0,20.28,0.0,0.0,0.0,0.0,231883.99,0.0,0.0,0.0,0.0,0.0,2805180.65,0.0,0.0,0.0,354988.0,20637.0,20.0,5500.0,0.0,10.0,0.0,0.0,14641.0,0.0,887415.0,0.0,0.0,0.0,142937.0,0.0,0.0,241716.0,2645632.78,0.0,8686.0,35.0,0.0,0.0,0.0,3001.0,22591.0,64588.71,0.0,0.0,0.0,0.0,67196.0,0.0,278354.99,0.0,0.0,33283.0,0.0,156707.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,697557.79,0.0,129019.0,39990.0,0.0,0.0,0.0,0.0,0.0,0.0,120672.0,130078.0,12000.0,0.0,0.0,0.0,0.0,340793.0,480382.0,0.0 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", 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", 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" ] diff --git a/src/model.py b/src/model.py index 92b948d..82a8e24 100644 --- a/src/model.py +++ b/src/model.py @@ -415,10 +415,10 @@ def plot_trade_communities(self): for i, community in enumerate(self.trade_communities): for country in community: # Convert to standard short names - country_short = coco.convert(names=country, to="name_short") - country_community[country_short] = i + country_community[country] = i - world["names_short"] = world["ADMIN"].apply(coco.convert, to="name_short") + cc = coco.CountryConverter() + world["names_short"] = cc.pandas_convert(pd.Series(world["ADMIN"]), to="name_short") # Join the country_community dictionary to the world dataframe world["community"] = world["names_short"].map(country_community) diff --git a/src/plotting.py b/src/plotting.py deleted file mode 100644 index e69de29..0000000 diff --git a/src/preprocessing.py b/src/preprocessing.py index 1d25bf0..78f41e0 100644 --- a/src/preprocessing.py +++ b/src/preprocessing.py @@ -1,7 +1,14 @@ import pandas as pd import os +import country_converter as coco +import logging from zipfile import ZipFile +# This is just to keep the output clean, as otherwise the coco packages notifies +# you about every regex match that did not work +coco_logger = coco.logging.getLogger() +coco_logger.setLevel(logging.CRITICAL) + """ Data for this project is downloaded from FAOSTAT. Trade data is downloaded from: @@ -251,25 +258,23 @@ def rename_countries( encoding="latin1", low_memory=False, ) + # Also rename China; Taiwan Province of to Taiwan, so we don't run into + # problems later on with the country names + codes.loc[codes["Area"] == "China; Taiwan Province of", "Area"] = "Taiwan" + # Create a dictionary with the country codes as keys and country names as values - codes_dict = dict(zip(codes[code_type], codes["Area"])) + cc = coco.CountryConverter() + codes_area_short = cc.pandas_convert(pd.Series(codes["Area"]), to="name_short") + + codes_dict = dict(zip(codes[code_type], codes_area_short)) print(f"Replacing country codes with country names in {filename.split('_')[0]} data") for code in data.index: data.rename(index={code: codes_dict[code]}, inplace=True) - # Also rename China; Taiwan Province of to Taiwan, so we don't run into - # problems later on with the country names - if "China; Taiwan Province of" in data.index: - data.rename(index={"China; Taiwan Province of": "Taiwan"}, inplace=True) - if isinstance(data, pd.DataFrame): for code in data.columns: data.rename(columns={code: codes_dict[code]}, inplace=True) - # Also rename China; Taiwan Province of to Taiwan, so we don't run into - # problems later on with the country names - if "China; Taiwan Province of" in data.columns: - data.rename(columns={"China; Taiwan Province of": "Taiwan"}, inplace=True) return data @@ -322,12 +327,6 @@ def remove_entries_from_data(data: pd.Series | pd.DataFrame) -> pd.Series | pd.D # We want to look at China and Taiwan seperately, so this is not needed # as 159 refers to China incl. Taiwan "China": "'159", - # No reliable data available, therefore they are excluded - # This assessment is based on the fact that all of these countries - # don't show up as a partner country in the trade data of the FAO - # "Democratic People's Republic of Korea": "'408", - # "Chad": "'148", - # "South Sudan": "'728", } # Remove the entries From 959093e564c0f680908397e8eb8e7d2df57aa002 Mon Sep 17 00:00:00 2001 From: Florian Ulrich Jehn Date: Fri, 19 Jan 2024 11:18:36 +0100 Subject: [PATCH 4/5] Finished first version that applies a scenario --- .github/workflows/docs.yml | 64 ---- automate_mkdocs.py | 216 ------------- ...P_Hedlung.csv => ISIMIP_wheat_Hedlung.csv} | 0 docs/sources/index.md | 10 - docs/sources/modules/src/model.md | 154 --------- docs/sources/modules/src/preprocessing.md | 294 ------------------ ...Y2018_Global__ISIMIP_trade_communities.png | Bin 0 -> 290993 bytes scripts/ISIMIP_example.ipynb | 92 ++++++ scripts/testing.ipynb | 2 +- src/model.py | 41 ++- tests/test_model.py | 98 +++++- 11 files changed, 215 insertions(+), 756 deletions(-) delete mode 100644 .github/workflows/docs.yml delete mode 100644 automate_mkdocs.py rename data/scenario_files/{ISIMIP_Hedlung.csv => ISIMIP_wheat_Hedlung.csv} (100%) delete mode 100644 docs/sources/index.md delete mode 100644 docs/sources/modules/src/model.md delete mode 100644 docs/sources/modules/src/preprocessing.md create mode 100644 results/figures/Wheat_Y2018_Global__ISIMIP_trade_communities.png create mode 100644 scripts/ISIMIP_example.ipynb diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml deleted file mode 100644 index 8f65ab4..0000000 --- a/.github/workflows/docs.yml +++ /dev/null @@ -1,64 +0,0 @@ -name: Docs - -on: - # Trigger the workflow on push or pull request, - # but only for the main branch - push: - branches: - - main - pull_request: - branches: - - main - -jobs: - build: - name: Docs - runs-on: ubuntu-latest - strategy: - matrix: - python-version: ["3.12"] - steps: - - uses: actions/checkout@v3 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 - with: - python-version: ${{ matrix.python-version }} - - - name: Autogenerate new documentation - continue-on-error: true - run: | - pip install -e . - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - pip install pyyaml - python automate_mkdocs.py - git add . - - name: Update and Build GH Pages - run: | - python -m pip install --upgrade pip - pip install mkdocs==1.2.3 - pip install mkgendocs==0.9.0 - pip install markupsafe==2.0.1 - pip install jinja2==2.11 - gendocs --config mkgendocs.yml - - name: deploy - run: | - mkdocs gh-deploy --force --clean --verbose - - - name: Commit any changes to docs - continue-on-error: true - run: | - git config --local user.name "github-actions[bot]" - git add ./docs - git commit -m "Auto-updating the docs" - - - - name: Push the changes to master - continue-on-error: true - uses: ad-m/github-push-action@master - with: - github_token: ${{ secrets.GITHUB_TOKEN }} - branch: main - force: true - - - diff --git a/automate_mkdocs.py b/automate_mkdocs.py deleted file mode 100644 index 5555004..0000000 --- a/automate_mkdocs.py +++ /dev/null @@ -1,216 +0,0 @@ -"""Automates Python scripts formatting, linting and Mkdocs documentation.""" - -import ast -import importlib -import json -import yaml -from collections import defaultdict -from pathlib import Path -from typing import Union - - -def add_val(indices, value, data): - if not len(indices): - return - element = data - for index in indices[:-1]: - element = element[index] - element[indices[-1]] = value - - -def automate_mkdocs_from_docstring( - mkdocs_dir: Union[str, Path], mkgendocs_f: str, repo_dir: Path, match_string: str -) -> dict: - """Automates the -pages for mkgendocs package by adding all Python functions in a - directory to the mkgendocs config. - Args: - mkdocs_dir (typing.Union[str, pathlib.Path]): textual directory for - the hierarchical directory & navigation in Mkdocs - mkgendocs_f (str): The configurations file for the mkgendocs package - repo_dir (pathlib.Path): textual directory to search for Python functions in - match_string (str): the text to be matches, after which the functions will be - added in mkgendocs format - Example: - >>> - >>> automate_mkdocs_from_docstring('scripts', repo_dir=Path.cwd(), match_string='pages:') - Returns: - list: list of created markdown files and their relative paths - - """ - p = repo_dir.glob("**/*.py") - scripts = [x for x in p if x.is_file()] - - if ( - Path.cwd() != repo_dir - ): # look for mkgendocs.yml in the parent file if a subdirectory is used - repo_dir = repo_dir.parent - - functions = defaultdict(dict) - structure = fix(defaultdict)() - full_repo_dir = str(repo_dir) + "/" - for script in scripts: - with open(script, "r") as source: - tree = ast.parse(source.read()) - funcs = {"classes": [], "functions": []} - for child in ast.iter_child_nodes(tree): - try: - if isinstance( - child, (ast.FunctionDef, ast.ClassDef, ast.AsyncFunctionDef) - ): - if child.name not in ["main"]: - relative_path = ( - str(script) - .replace(full_repo_dir, "") - .replace("/", ".") - .replace(".py", "") - ) - module = importlib.import_module(relative_path) - f_ = getattr(module, child.name) - function = f_.__name__ - if isinstance(child, (ast.ClassDef)): - funcs["classes"].append(function) - if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef)): - funcs["functions"].append(function) - - except Exception as e: - print("trouble on importing " + script.stem) - print("did not document " + child.name) - print(str(e)) - if not funcs["classes"]: - funcs.pop("classes") - if not funcs["functions"]: - funcs.pop("functions") - if funcs: - functions[script] = funcs - with open(f"{repo_dir}/{mkgendocs_f}", "r+") as mkgen_config: - insert_string = "" - for path, function_names in functions.items(): - relative_path = str(path).replace(full_repo_dir, "").replace(".py", "") - insert_string += ( - f' - page: "{mkdocs_dir}/{relative_path}.md"\n ' - f'source: "{relative_path}.py"\n' # functions:\n' - ) - page = f"{mkdocs_dir}/{relative_path}" - split_page = page.split("/") - split_page = [" - " + s for s in split_page] - page += f".md" - - add_val(split_page, page, structure) - for class_name, class_list in function_names.items(): - insert_string += f" {class_name}:\n" - f_string = "" - for f in class_list: - insert_f_string = f" - {f}\n" - f_string += insert_f_string - - insert_string += f_string - insert_string += "\n" - - contents = mkgen_config.readlines() - if match_string in contents[-1]: - contents.append(insert_string) - else: - for index, line in enumerate(contents): - if match_string in line and insert_string not in contents[index + 1]: - contents = contents[: index + 1] - contents.append(insert_string) - break - - with open(f"{repo_dir}/{mkgendocs_f}", "w") as mkgen_config: - mkgen_config.writelines(contents) - - return structure - - -def automate_nav_structure( - mkdocs_dir: Union[str, Path], - mkdocs_f: str, - repo_dir: Path, - match_string: str, - structure: dict, -) -> str: - """Automates the -pages for mkgendocs package by adding all Python - functions in a directory to the mkgendocs config. - Args: - mkdocs_dir (typing.Union[str, pathlib.Path]): textual directory for - the hierarchical directory & navigation in Mkdocs - mkgendocs_f (str): The configurations file for the mkgendocs package - repo_dir (pathlib.Path): textual directory to search for Python functions in - match_string (str): the text to be matches, after which the functions - will be added in mkgendocs format - Example: - >>> - >>> automate_mkdocs_from_docstring('scripts', repo_dir=Path.cwd(), match_string='pages:') - Returns: - str: feedback message - - """ - insert_string = yaml.safe_dump(json.loads(json.dumps(structure, indent=4))).replace( - "'", "" - ) - # print(structure) - with open(f"{repo_dir}/{mkdocs_f}", "r+") as mkgen_config: - assert mkgen_config is not None - contents = mkgen_config.readlines() - if match_string in contents[-1]: - contents.append(insert_string) - else: - for index, line in enumerate(contents): - if match_string in line and insert_string not in contents[index + 1]: - contents = contents[: index + 1] - contents.append(insert_string) - break - - with open(f"{repo_dir}/{mkdocs_f}", "w") as mkgen_config: - mkgen_config.writelines(contents) - - -def fix(f): - """Allows creation of arbitrary length dict item - - Args: - f (type): Description of parameter `f`. - - Returns: - type: Description of returned object. - - """ - return lambda *args, **kwargs: f(fix(f), *args, **kwargs) - - -def indent(string: str) -> int: - """Count the indentation in whitespace characters. - Args: - string (str): text with indents - Returns: - int: Number of whitespace indentations - - """ - return sum(4 if char == "\t" else 1 for char in string[: -len(string.lstrip())]) - - -def main(): - """Execute when running this script.""" - # This is the path the script will look for code to document - python_tips_dir = Path.cwd().joinpath("src") - # This is the path the script will look for mkgendocs.yml - root_dir = Path.cwd() - - structure = automate_mkdocs_from_docstring( - mkdocs_dir="modules", - mkgendocs_f="mkgendocs.yml", - repo_dir=python_tips_dir, - match_string="pages:\n", - ) - - automate_nav_structure( - mkdocs_dir="modules", - mkdocs_f="mkdocs.yml", - repo_dir=root_dir, - match_string="- Home: index.md\n", - structure=structure, - ) - - -if __name__ == "__main__": - main() diff --git a/data/scenario_files/ISIMIP_Hedlung.csv b/data/scenario_files/ISIMIP_wheat_Hedlung.csv similarity index 100% rename from data/scenario_files/ISIMIP_Hedlung.csv rename to data/scenario_files/ISIMIP_wheat_Hedlung.csv diff --git a/docs/sources/index.md b/docs/sources/index.md deleted file mode 100644 index c085522..0000000 --- a/docs/sources/index.md +++ /dev/null @@ -1,10 +0,0 @@ -# pytradeshifts - -Simulating how trade communities are affected by catastrophic yield reductions - -WIP - - -[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) - - diff --git a/docs/sources/modules/src/model.md b/docs/sources/modules/src/model.md deleted file mode 100644 index 2a07a88..0000000 --- a/docs/sources/modules/src/model.md +++ /dev/null @@ -1,154 +0,0 @@ -# - - -## PyTradeShifts -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/model.py/#L6) -```python -PyTradeShifts( - crop, base_year, percentile = 0.75, region = 'Global', testing = False -) -``` - - ---- -Class to build the trade matrix, calculate the trade shifts -and plot them. This combines all the methods that are needed -to easily run this from a jupyter notebook. - - -**Arguments** - -* **crop** (str) : The crop to build the trade matrix for. -* **base_year** (int) : The base_year to extract data for. The trade communities - are built relative to this year. -* **percentile** (float) : The percentile to use for removing countries with - low trade. - - -**Returns** - -None - - -**Methods:** - - -### .load_data -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/model.py/#L38) -```python -.load_data() -``` - ---- -Loads the data into a pandas dataframe and cleans it -of countries with trade below a certain percentile. - - -**Arguments** - -None - - -**Returns** - -None - -### .remove_above_percentile -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/model.py/#L85) -```python -.remove_above_percentile( - trade_matrix: pd.DataFrame, percentile: float = 0.75 -) -``` - ---- -Removes countries with trade below a certain percentile. - - -**Arguments** - -* **crop_trade_data** (pd.DataFrame) : The trade data with countries with low trade removed - and only the relevant crop. -* **percentile** (float) : The percentile to use for removing countries with - low trade. - - -**Returns** - -* **DataFrame** : The trade data with countries with low trade removed - and only the relevant crop. - - -### .prebalance -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/model.py/#L113) -```python -.prebalance( - precision = 10**-3 -) -``` - ---- -This implementation also includes pre-balancing to ensure that countries don't -export more than they produce and import. - - -**Arguments** - -* **precision** (float, optional) : Specifies precision of the prebalancing. - - -**Returns** - -None - -### .remove_net_zero_countries -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/model.py/#L146) -```python -.remove_net_zero_countries() -``` - ---- -Return production and trading data with "all zero" countries removed. -"All zero" countries are such states that has production = 0 and sum of rows -in trade matrix = 0, and sum of columns = 0. - - -**Arguments** - -None - - -**Returns** - -None - -### .correct_reexports -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/model.py/#L168) -```python -.correct_reexports() -``` - ---- -Removes re-exports from the trade matrix. -This is a Python implementation of the R/Matlab code from: -Croft, S. A., West, C. D., & Green, J. M. H. (2018). -"Capturing the heterogeneity of sub-national production -in global trade flows." - -Journal of Cleaner Production, 203, 1106–1118. - -https://doi.org/10.1016/j.jclepro.2018.08.267 - - -Input to this function should be prebalanced and have countries with all zeroes -removed. - - -**Arguments** - -None - - -**Returns** - -None diff --git a/docs/sources/modules/src/preprocessing.md b/docs/sources/modules/src/preprocessing.md deleted file mode 100644 index 4e7316d..0000000 --- a/docs/sources/modules/src/preprocessing.md +++ /dev/null @@ -1,294 +0,0 @@ -# - - -### rename_item -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L14) -```python -.rename_item( - item -) -``` - ---- -Renames specific item entries for readability. - - -**Args** - -* **item** (str) : The item name. - - -**Returns** - -* **str** : The renamed item name. - - ----- - - -### read_faostat_bulk -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L31) -```python -.read_faostat_bulk( - faostat_zip: str -) -``` - ---- -Return pandas.DataFrame containing FAOSTAT data extracted from a bulk -download zip file. -This is based on the following R implementation: -https://rdrr.io/cran/FAOSTAT/src/R/faostat_bulk_download.R#sym-read_faostat_bulk - - -**Arguments** - -* **faostat_zip** (str) : Path to the FAOSTAT zip file. - - -**Returns** - -* **DataFrame** : The FAOSTAT data. - - ----- - - -### serialise_faostat_bulk -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L57) -```python -.serialise_faostat_bulk( - faostat_zip: str -) -``` - ---- -Read FAOSTAT data from a bulk download zip file as a pandas.DataFrame, -and save it as a pickle to allow for faster loading in the future. - - -**Arguments** - -* **faostat_zip** (str) : Path to the FAOSTAT zip file. - - -**Returns** - -None - ----- - - -### _melt_year_cols -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L79) -```python -._melt_year_cols( - data: (pd.Series|pd.DataFrame) -) -``` - ---- -Filter out unnecessary columns from the data and melt the year columns. - - -**Arguments** - -* **data** (pd.Series | pd.DataFrame) : The data to be melted. - - -**Returns** - -* **DataFrame** : The melted data. - - ----- - - -### _prep_trade_matrix -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L108) -```python -._prep_trade_matrix( - trade_pkl: str, item: str, unit = 'tonnes', element = 'ExportQuantity', - year = 'Y2021' -) -``` - ---- -Return properly formatted trade matrix. - - -**Arguments** - -* **trade_pkl** (str) : Path to the trade matrix pickle file. -* **item** (str) : Item to filter for. -* **unit** (str) : Unit to filter for. -* **element** (str) : Element to filter for. -* **year** (str) : Year to filter for. - - -**Returns** - -* **DataFrame** : The trade matrix. - ---- -Notes: - The optional arguments must be determined semi-manually as their allowed values - depend on particular datasets. E.g., unit can be "tonnes" in one file and "t" - in another. - ----- - - -### _prep_production_vector -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L154) -```python -._prep_production_vector( - production_pkl: str, item = 'Wheat', unit = 't', year = 'Y2021' -) -``` - ---- -Return properly formatted production vector. - - -**Arguments** - -* **production_pkl** (str) : Path to the production vector pickle file. -* **item** (str) : Item to filter for. -* **unit** (str) : Unit to filter for. -* **year** (str) : Year to filter for. - - -**Returns** - -* **DataFrame** : The production vector. - ---- -Notes: - The optional arguments must be determined semi-manually as their allowed values - depend on particular datasets. E.g., unit can be "tonnes" in one file and "t" - in another. - ----- - - -### _unify_indices -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L190) -```python -._unify_indices( - production_vector: pd.DataFrame, trade_matrix: pd.DataFrame -) -``` - ---- -Return the production (as a Series) and trade matrix (DataFrame) with -unified (i.e., such that they match each other), -and sorted indices/columns. -Missing values are replaced by 0. - - -**Arguments** - -* **production_vector** (pd.DataFrame) : The production vector. -* **trade_matrix** (pd.DataFrame) : The trade matrix. - - -**Returns** - -* The production vector and trade matrix - with unified indices/columns. - - ----- - - -### format_prod_trad_data -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L217) -```python -.format_prod_trad_data( - production_pkl: str, trade_pkl: str, item: str, production_unit = 't', - trade_unit = 'tonnes', element = 'ExportQuantity', year = 'Y2021' -) -``` - ---- -Return properly formatted production vector (as a Series), -and trade matrix (DataFrame). - - -**Arguments** - -* **production_pkl** (str) : Path to the production vector pickle file. -* **trade_pkl** (str) : Path to the trade matrix pickle file. -* **item** (str) : Item to filter for. -* **production_unit** (str) : Unit to filter for in the production vector. -* **trade_unit** (str) : Unit to filter for in the trade matrix. -* **element** (str) : Element to filter for in the trade matrix. -* **year** (str) : Year to filter for. - - -**Returns** - -* The production vector and trade matrix. - ---- -Notes: - The optional arguments must be determined semi-manually as their allowed values - depend on particular datasets. E.g., unit can be "tonnes" in one file and "t" - in another. - ----- - - -### rename_countries -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L256) -```python -.rename_countries( - data: (pd.Series|pd.DataFrame), region: str, filename: str, - code_type: str = 'M49Code' -) -``` - ---- -Rename country codes with country names in either production or trade data. - - -**Arguments** - -* **data** (pd.DataFrame) : The data to be renamed. -* **region** (str) : The region of the data. -* **filename** (str) : The filename for the country codes CSV file. -* **code_type** (str) : The type of country code to be used. -* **after_union** (bool) : Whether the index/columns of the data are already unified. - - -**Returns** - -* **DataFrame** : The data with country codes replaced by country names. - - ----- - - -### remove_entries_from_data -[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L299) -```python -.remove_entries_from_data( - data: (pd.Series|pd.DataFrame) -) -``` - ---- -Removes a bunch of entries from the data, which do not actually represent countries -or where no trade data is available. - - -**Arguments** - -* **data** (pd.Series | pd.DataFrame) : The data to be filtered. - - -**Returns** - -* **DataFrame** : The filtered data. - diff --git a/results/figures/Wheat_Y2018_Global__ISIMIP_trade_communities.png b/results/figures/Wheat_Y2018_Global__ISIMIP_trade_communities.png new file mode 100644 index 0000000000000000000000000000000000000000..1c0777116744bfd8e64e322284e0efe645469b48 GIT binary patch literal 290993 zcmeEu_g9kf-#2Axnq^vMW{z@ilX50#nTj)4?olabnhRGhOtZA5;Y3laaIX^6)YLS~ zg=korxpGA~Kye_V@LYZGbME`O|A6PW=Q@WY*L4Ig-kPDC^$m<NMLYyp#M#&NZ&Ao ze{c|3O-D^rMe25VcnCsIUH$HV|ASg^n4h{7i`@;p32%s*3jzdElm7SE7hM941nmQX zV8%uc(U|4QD2$sEnzKgR_#?_V9o3U|yiCWMW-ZN|c17sXfv)-kIXiDY*0+8XaQ^v` zbn;~6{RNf6YgaDw!OobO;YVVl+-Ki^R;``WZ2QaTX}%RuTML(YWi>Ow%rH47{NHE5lf<*n{{M~qzp#k; 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ISIMIP = PyTradeShifts(\n", + " crop=\"Wheat\",\n", + " base_year=2018,\n", + " scenario_file_name=\"ISIMIP_wheat_Hedlung.csv\",\n", + " scenario_name=\"ISIMIP\",\n", + ")\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pytradeshifts", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scripts/testing.ipynb b/scripts/testing.ipynb index fd307e1..338234b 100644 --- a/scripts/testing.ipynb +++ b/scripts/testing.ipynb @@ -43,7 +43,7 @@ "metadata": {}, "outputs": [], "source": [ - "Wheat2018 = PyTradeShifts(\"Wheat\", \"Y2018\", region=\"Global\", testing=True)" + "Wheat2018 = PyTradeShifts(\"Wheat\", 2018, region=\"Global\", testing=True)" ] }, { diff --git a/src/model.py b/src/model.py index 82a8e24..3ac286c 100644 --- a/src/model.py +++ b/src/model.py @@ -54,11 +54,11 @@ def __init__( ): # Save the arguments self.crop = crop - self.base_year = base_year + self.base_year = "Y"+str(base_year) self.percentile = percentile self.region = region self.scenario_name = scenario_name - self.scenario_path = scenario_file_name + self.scenario_file_name = scenario_file_name # State variables to keep track of the progress self.prebalanced = False self.reexports_corrected = False @@ -299,23 +299,48 @@ def apply_scenario(self): Returns: None """ + assert self.scenario_name is not None + assert self.scenario_file_name is not None assert self.scenario_run is False self.scenario_run = True # Read in the scenario data scenario_data = pd.read_csv( - self.scenario_path, + "." + + os.sep + + "data" + + os.sep + + "scenario_files" + + os.sep + + self.scenario_file_name, index_col=0, ) + # Drop all NaNs + scenario_data = scenario_data.dropna() + cc = coco.CountryConverter() # Convert the country names to the same format as in the trade matrix - scenario_data.index = scenario_data.index.map(coco.convert, to="name_short") + scenario_data.index = cc.pandas_convert(pd.Series(scenario_data.index), to="name_short") + + # Only keep the countries that are in the trade matrix index, trade matrix columns and + # the scenario data + countries = np.intersect1d( + np.intersect1d(self.trade_matrix.index, self.trade_matrix.columns), + scenario_data.index, + ) + self.trade_matrix = self.trade_matrix.loc[countries, countries] + scenario_data = scenario_data.loc[countries] + + # Sort the indices + self.trade_matrix = self.trade_matrix.sort_index(axis=0).sort_index(axis=1) + scenario_data = scenario_data.sort_index() - # Make sure that the scenario data and the trade matrix have the same countries - assert np.all(np.isin(scenario_data.index, self.trade_matrix.index)) + # Make sure the indices + columns are the same + assert self.trade_matrix.index.equals(self.trade_matrix.columns) + assert self.trade_matrix.index.equals(scenario_data.index) - # Multiply the trade matrix with the scenario data - self.trade_matrix = self.trade_matrix * scenario_data + # Multiply all the columns with the scenario data + self.trade_matrix = self.trade_matrix.mul(scenario_data.values, axis=1) def build_graph(self): """ diff --git a/tests/test_model.py b/tests/test_model.py index ec7c39d..cb31bbc 100644 --- a/tests/test_model.py +++ b/tests/test_model.py @@ -8,7 +8,7 @@ def loading(region): """ Just loads the data to make sure it is loaded correctly. """ - Wheat2018 = PyTradeShifts("Wheat", "Y2018", region=region, testing=True) + Wheat2018 = PyTradeShifts("Wheat", 2018, region=region, testing=True) Wheat2018.load_data() # Make sure the data is loaded correctly @@ -35,7 +35,7 @@ def removing_countries_with_zeros(region): Runs the model with prebalancing and compares the results with the results from the R script. """ - Wheat2018 = PyTradeShifts("Wheat", "Y2018", region=region, testing=True) + Wheat2018 = PyTradeShifts("Wheat", 2018, region=region, testing=True) # Load the data Wheat2018.load_data() @@ -87,7 +87,7 @@ def prebalancing(region): Runs the model with prebalancing and compares the results with the results from the R script. """ - Wheat2018 = PyTradeShifts("Wheat", "Y2018", region=region, testing=True) + Wheat2018 = PyTradeShifts("Wheat", 2018, region=region, testing=True) # Load the data Wheat2018.load_data() @@ -141,7 +141,7 @@ def reexport(region): Runs the model with prebalancing and compares the results with the results from the R script. """ - Wheat2018 = PyTradeShifts("Wheat", "Y2018", region=region, testing=True) + Wheat2018 = PyTradeShifts("Wheat", 2018, region=region, testing=True) # Load the data Wheat2018.load_data() @@ -203,7 +203,7 @@ def removing_low_trade_countries(region): Runs the model with prebalancing, prebalancing, removing re-exports and removing countries with low trade and check if this worked out. """ - Wheat2018 = PyTradeShifts("Wheat", "Y2018", region=region, testing=True) + Wheat2018 = PyTradeShifts("Wheat", 2018, region=region, testing=True) # Load the data Wheat2018.load_data() @@ -251,7 +251,22 @@ def test_build_graph(): Builds a graph from the trade matrix and checks if it has the same dimensions as the trade matrix. """ - Wheat2018 = PyTradeShifts("Wheat", "Y2018", region="Global") + Wheat2018 = PyTradeShifts("Wheat", 2018, region="Global", testing=True) + + # Load the data + Wheat2018.load_data() + + # Remove countries with zero trade + Wheat2018.remove_net_zero_countries() + + # Run the prebalancing + Wheat2018.prebalance() + + # Reexport + Wheat2018.correct_reexports() + + # Remove countries with low trade + Wheat2018.remove_below_percentile() # Build the graph Wheat2018.build_graph() @@ -264,11 +279,27 @@ def test_build_graph(): np.unique(Wheat2018.trade_matrix.index) ) + def test_find_communities(): """ Builds a graph from the trade matrix and finds the trade communities. """ - Wheat2018 = PyTradeShifts("Wheat", "Y2018", region="Global") + Wheat2018 = PyTradeShifts("Wheat", 2018, region="Global", testing=True) + + # Load the data + Wheat2018.load_data() + + # Remove countries with zero trade + Wheat2018.remove_net_zero_countries() + + # Run the prebalancing + Wheat2018.prebalance() + + # Reexport + Wheat2018.correct_reexports() + + # Remove countries with low trade + Wheat2018.remove_below_percentile() # Build the graph Wheat2018.build_graph() @@ -289,10 +320,59 @@ def test_find_communities(): # Canada and the US should be in the same community assert any( { - "Canada", "United States of America" + "Canada", "United States" } <= community for community in Wheat2018.trade_communities ) +def test_apply_scenario(): + """ + Builds a graph from the trade matrix and finds the trade communities. + """ + Wheat2018 = PyTradeShifts( + "Wheat", + 2018, + region="Global", + testing=True, + scenario_name="ISIMIP", + scenario_file_name="ISIMIP_wheat_Hedlung.csv", + ) + + # Load the data + Wheat2018.load_data() + + # Remove countries with zero trade + Wheat2018.remove_net_zero_countries() + + # Run the prebalancing + Wheat2018.prebalance() + + # Reexport + Wheat2018.correct_reexports() + + # Remove countries with low trade + Wheat2018.remove_below_percentile() + + print(Wheat2018.trade_matrix.shape) + + # Apply the scenario + Wheat2018.apply_scenario() + + print(Wheat2018.trade_matrix.shape) + + # Build the graph + Wheat2018.build_graph() + + # Find the communities + Wheat2018.find_trade_communities() + + # Check if the amount of trade for some countries has been reduced by the right amount + aus_ban = 0.50777499999999998 * 91600.6390029294 + assert round(Wheat2018.trade_matrix.loc["Australia", "Bangladesh"], 2) == round(aus_ban, 2) + + # Check if a country which is not in the scenario has been removed + assert "Indonesia" not in Wheat2018.trade_matrix.index + + if __name__ == "__main__": - reexport("Global") + test_apply_scenario() From 4f7784403bf502b295dc30cd534a93e39ee16212 Mon Sep 17 00:00:00 2001 From: Florian Ulrich Jehn Date: Fri, 19 Jan 2024 11:29:53 +0100 Subject: [PATCH 5/5] added this again to see if it fixes the error --- docs/sources/index.md | 10 + docs/sources/modules/src/preprocessing.md | 269 ++++++++++++++++++++++ 2 files changed, 279 insertions(+) create mode 100644 docs/sources/index.md create mode 100644 docs/sources/modules/src/preprocessing.md diff --git a/docs/sources/index.md b/docs/sources/index.md new file mode 100644 index 0000000..c085522 --- /dev/null +++ b/docs/sources/index.md @@ -0,0 +1,10 @@ +# pytradeshifts + +Simulating how trade communities are affected by catastrophic yield reductions + +WIP + + +[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) + + diff --git a/docs/sources/modules/src/preprocessing.md b/docs/sources/modules/src/preprocessing.md new file mode 100644 index 0000000..eea3085 --- /dev/null +++ b/docs/sources/modules/src/preprocessing.md @@ -0,0 +1,269 @@ +# + + +### rename_item +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L14) +```python +.rename_item( + item +) +``` + +--- +Renames specific item entries for readability. + + +**Args** + +* **item** (str) : The item name. + + +**Returns** + +* **str** : The renamed item name. + + +---- + + +### read_faostat_bulk +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L31) +```python +.read_faostat_bulk( + faostat_zip: str +) +``` + +--- +Return pandas.DataFrame containing FAOSTAT data extracted from a bulk +download zip file. +This is based on the following R implementation: +https://rdrr.io/cran/FAOSTAT/src/R/faostat_bulk_download.R#sym-read_faostat_bulk + + +**Arguments** + +* **faostat_zip** (str) : Path to the FAOSTAT zip file. + + +**Returns** + +* **DataFrame** : The FAOSTAT data. + + +---- + + +### serialise_faostat_bulk +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L57) +```python +.serialise_faostat_bulk( + faostat_zip: str +) +``` + +--- +Read FAOSTAT data from a bulk download zip file as a pandas.DataFrame, +and save it as a pickle to allow for faster loading in the future. + + +**Arguments** + +* **faostat_zip** (str) : Path to the FAOSTAT zip file. + + +**Returns** + +None + +---- + + +### _prep_trade_matrix +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L79) +```python +._prep_trade_matrix( + trade_pkl: str, item: str, unit = 'tonnes', element = 'ExportQuantity', + year = 'Y2018' +) +``` + +--- +Return properly formatted trade matrix. + + +**Arguments** + +* **trade_pkl** (str) : Path to the trade matrix pickle file. +* **item** (str) : Item to filter for. +* **unit** (str) : Unit to filter for. +* **element** (str) : Element to filter for. +* **year** (str) : Year to filter for. + + +**Returns** + +* **DataFrame** : The trade matrix. + +--- +Notes: + The optional arguments must be determined semi-manually as their allowed values + depend on particular datasets. E.g., unit can be "tonnes" in one file and "t" + in another. + +---- + + +### _prep_production_vector +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L124) +```python +._prep_production_vector( + production_pkl: str, item = 'Wheat', unit = 't', year = 'Y2018' +) +``` + +--- +Return properly formatted production vector. + + +**Arguments** + +* **production_pkl** (str) : Path to the production vector pickle file. +* **item** (str) : Item to filter for. +* **unit** (str) : Unit to filter for. +* **year** (str) : Year to filter for. + + +**Returns** + +* **DataFrame** : The production vector. + +--- +Notes: + The optional arguments must be determined semi-manually as their allowed values + depend on particular datasets. E.g., unit can be "tonnes" in one file and "t" + in another. + +---- + + +### _unify_indices +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L159) +```python +._unify_indices( + production_vector: pd.DataFrame, trade_matrix: pd.DataFrame +) +``` + +--- +Return the production (as a Series) and trade matrix (DataFrame) with +unified (i.e., such that they match each other), +and sorted indices/columns. +Missing values are replaced by 0. + + +**Arguments** + +* **production_vector** (pd.DataFrame) : The production vector. +* **trade_matrix** (pd.DataFrame) : The trade matrix. + + +**Returns** + +* The production vector and trade matrix + with unified indices/columns. + + +---- + + +### format_prod_trad_data +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L186) +```python +.format_prod_trad_data( + production_pkl: str, trade_pkl: str, item: str, production_unit = 't', + trade_unit = 'tonnes', element = 'ExportQuantity', year = 'Y2018' +) +``` + +--- +Return properly formatted production vector (as a Series), +and trade matrix (DataFrame). + + +**Arguments** + +* **production_pkl** (str) : Path to the production vector pickle file. +* **trade_pkl** (str) : Path to the trade matrix pickle file. +* **item** (str) : Item to filter for. +* **production_unit** (str) : Unit to filter for in the production vector. +* **trade_unit** (str) : Unit to filter for in the trade matrix. +* **element** (str) : Element to filter for in the trade matrix. +* **year** (str) : Year to filter for. + + +**Returns** + +* The production vector and trade matrix. + +--- +Notes: + The optional arguments must be determined semi-manually as their allowed values + depend on particular datasets. E.g., unit can be "tonnes" in one file and "t" + in another. + +---- + + +### rename_countries +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L225) +```python +.rename_countries( + data: (pd.Series|pd.DataFrame), region: str, filename: str, + code_type: str = 'M49Code' +) +``` + +--- +Rename country codes with country names in either production or trade data. + + +**Arguments** + +* **data** (pd.DataFrame) : The data to be renamed. +* **region** (str) : The region of the data. +* **filename** (str) : The filename for the country codes CSV file. +* **code_type** (str) : The type of country code to be used. +* **after_union** (bool) : Whether the index/columns of the data are already unified. + + +**Returns** + +* **DataFrame** : The data with country codes replaced by country names. + + +---- + + +### remove_entries_from_data +[source](https://github.com/allfed/My-Super-Cool-Respository/blob/master/src/preprocessing.py/#L277) +```python +.remove_entries_from_data( + data: (pd.Series|pd.DataFrame) +) +``` + +--- +Removes a bunch of entries from the data, which do not actually represent countries +or where no trade data is available. + + +**Arguments** + +* **data** (pd.Series | pd.DataFrame) : The data to be filtered. + + +**Returns** + +* **DataFrame** : The filtered data. +

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"print(os.getcwd())" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded data for Wheat in Y2018.\n", + "Removed countries with trade below the 75th percentile.\n", + "Removed community {'Bhutan'} with only one country.\n", + "Removed community {'Niger'} with only one country.\n" + ] + }, + { + "data": { + "image/png": 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vsd7r9X6JkdaBTuAqr9crTjI09Szq8Fqnz+dr8Xq9QVRfFj1DDt2jGbgusyEP+LTX6/Wh+susRD33A733biCdsfZcDRwE8Hq9NwJHUa0IQdRrKjHF/TBBG34HfImMRWfY9NuBb3q93vdlntlcYJvP57sX9ZwnUIdqrKjP1ozIDDG/C7jENzbn0zOZ4/m01+u9nSHH1qcy6wqo58eY+W0GFJ/Pl/D5fD0Za8vHvWroux3VR3DW6RbGOYaJnq8/og65vg34O6ogLPWpju+/QPXH+qTP5+vyqj5Ga3w+33hDjqNxoFpp4pnhy3cBj02nrT6fr9nr9b4E/LdXdQBfjvpemnG6Bq/XezOqs/qjqJ2D81Etop+Zog0Rr9d7Oao41jhLaE7LZ54foD4QA+Pao8e/34XqsNmHKoYGx3N9Pl8zau/xy6gv/GZUz/4x1y0zXnwT6lBEE+o48dszs3+N+tF6DjVSIQ58ag6ObTp8H/Vj04nqPzCbPB9fRx0GCmReoIMMO/4NqMfYA/wS9QUL6pDioYwfwG2oeTKm8qcg8wG6EdWK0IvaM74x46cwE55F/agPd1p9PjNt2uHoPp/vHtQhib9kxMhBVMsAqC/dh1EjyRpRr/Nws/6Ayb/X6/W+PsH2j6MOozyf+R1EdSZ+cRKfhF8BqzLX5R/TPZZRvIpq1u9BFYW3+Hy+3kwP/NOoYtOP+rzcN2y9ZaiCMYxqSfP5fL5npnE/jMc9ZMTOKMvfbZl9PpbxcXoF9ZkF9XltRLUOHGb6vmHD+RaqheGE1+sNZ/59GQad3t+IauEKoEZTvjEznUx7Yww5OccYGen5ZtR7vxu1o5BGjSCda8Z9vnxq/pvrUZ+fPtQO0IDD/L9k2vRK5l5+gunn1fIC38hcj39n6lDw0bwTNbijDfW6f83n8z0OqqXUOzLX2mT4UUXoCVTB/Qfgf8ezwI7G5/Pt8vl84w33aZwhBEWZC2u0hoaGxuLH6/WeQk0eOhOrm4aGxiJAs/BoaGhoMJh7RyEzXKShobG00Hx4NDQ0znm8agLJVcCtMwy919DQWCRoQ1oaGhoaGhoaSx5tSEtDQ0NDQ0NjyaMJHg0NDQ0NDY0lz1Q+PNp4l4aGhoaGhsZiQZhohmbh0dDQ0NDQ0FjyaIJHQ0NDQ0NDY8mjCR4NDQ0NDQ2NJY8meDQ0NDQ0NDSWPJrg0dDQ0NDQ0FjyaIJHQ0NDQ0NDY8mjCR4NDQ0NDQ2NJY8meDQ0NDQ0NDSWPJrg0dDQ0NDQ0FjyaIJHQ0NDQ0NDY8mjCR4NDQ0NDQ2NJc9UtbQ0NOacaDSK3+8HQBAmLHuioaGxBFEUBZPJRE5Oznw3ReMcQ1CUSeuDasVDNeaE4SLHYrGQlZU1zy3S0NCYL+LxOL29vQAYjUZyc3PnuUUaS4gJe9Ga4NE4Ywx/qWkiR0NDYzwSiQQ9PT0oioLFYiE7O3u+m6SxuNEEj8bZQZIk2tvbEQRBM1traGjMiFgsRl9fHwBOpxOHwzHPLdJYhGiCR+PM0tHRQTqdRqfTUVBQoPnmaGhozIr+/n7C4TAAOTk5mEymeW6RxiJBEzwac08oFKK/vx+AgoIC9HrNB15DQ2Pu6e7uJpFIoNfrKSgomO/maCxsNMGjMTfIskxbWxuCIGC323G5XPPdJA0NjXOEVCpFV1cXiqLgcrm0IS+N8dAEj8bs6O/vJxQKIYoihYWF2pCVhobGvBIIBAiHwwiCQFFRkfZO0hhAEzwaM0dRFNrb25FlWetNaWhoLEgGAiUAsrKysFqt89wijXlGEzwa02d4zpzCwkJEUUvIPVPCwTgtjQHcWRYMRh27XmqktztCNJIknZRAAL1Bh8NhIh5PkUxImMx6rDYjVpsRi9WI1WbA4TKTnWcnr8Bx2j3YdDpNPB4HQBRF0uk0wWCQdDqNLMsoioIoigiCgCiKI/42Go3YbDZMJpPWg9ZY8PT19RGLxbTcPuc2muDRmJq+vj6i0ShWq1XLmTMDDu1p48CeVqKRJKmkRDScIBRMqDMFNZu0Ip/eoyTqBAqKXVxwUQVrN5WgKAqyLCPLMoIgIAgCOp0ORVFIJBIoioLZbAbUyLlwOEwikZj1Mep0Omw2G7m5uVgslllvT0PjTJJIJOju7gagqKhI67SdW2iCR2Ni2tvbkSQJj8eDzWab7+YsWBRFobUpQOOpXo4e7ECRFW5+xwZEncDt//sckiTPyX7Kq7PYclEluQUOXG4zvX09hEIhUqkUsjx2HzabjUQiQTqdBsBgMGAymUgmkySTyWnv12AwYDAYGHgnmEwmrFYroigSi8XIysoaERosSRKpVApRFNHr9dpH5Szhf30P7Q88RKKnB0ftClxrVuPZvAm9NpQzBkVRaGtrQ1EUcnJyBjsDGksaTfBojESSpMFoKy2kfGpi0SR/+NmrtLf0j5iu04mUV2exbnMJrY0BBBFsdhPxWIoDr7cSDk5tXREEqFyWS0m5m5JKJ54cI/F4nGg0SjKZZIpn9KxgMBhwuVyDIiqVSiFJ0uB8QRAoLCxcUpZBRZaRUyni7R1YiosQDYb5bhKpUIiWu/9O78uvkOjsGpwuGAx4Np5HzsUXkbP9QgRNfI6hq6uLRCKB0+nUokuXNprg0VBJJpN0dnai0+nOuWirlkY/DSd7WbYqj/xC5+B0KS3z9z++jslkoLo2l2Ur8zCaRgrAdFri2UePc+D1VoKB+Jhtb7qwjLbm/jGCaCLsDhM2u5Hy6mwuuKQST7aNYDBIZ2fnnAxBnQ10Ot2gVdBms501C48ipUj1dZDsbUE0WRGNFhKtx9F7CjDmlKB358/qvk4GAvTvP8Cpn/4c19rVuNaswb1hPday0jk8itkhp1J0PvYE/tf3ED5xglR/cHBe4Q3Xk7PjIlr+ejeW4iJs1dU4ltdgKSqaxxYvHPr7+wkGg9hstiUl0DUG0QTPuU4sFqOnpweDwbAkE3cpikKgL0bAH8Vo1GMy68nJswNQf6KHQ3vbSCbTbLmokpJyz4h1Q/1xjh3q5NjBDk4d6+ay61aw5aJKfvH955BleMcHN5NX6OS5x4/zzCPHB9ezWA1Ur8jFbDGgKHBkfzvRyPhDSEaTnje+cwMujwWrzYjLYxlsdyqVGrSchMNhgsHguNtYKOj1ekpKSrDZbGdUMMvJOImOUyQ76rGvvph0fzehA88gmmyk+7uRIn5i9fvHrGer3UreGz+DoJudRUaRJASdblbbOFvIySSp/n6keAJzfh7Rlhb2ffYLGFwurOVl2CrKKb/13YhG43w3dcEQDofx+/2YzWbNwXlpoQmec5VIJDL4UC+1ulaxaJKTR7s5eaSLxlO9BPvjmC0G1pxXxBU31GIyqx+8RDxFOJTA5bGg10/+AYtFkxmfFJHD+9ro6giRk2dn/flq7z4eSxHsjwMKXW0hRJ3Akw8exd8bHXd7giiQm29n+ep8Lrt2BYlEAr/fPyhwFsqQ1XQRBIGysrKzkqIg3nKMtt9/FWRp7ExBxFy2Cmvlekzlq0FOIxot6CwOdI4sBHFxCJUzhSJJpEJhjG4XiqLQ+9LLdD/7HOaCAkre8ib0TudZte52P/s8jX/4I+lIFCWdxuByYnC5Mbhd5F95OZaSEvpe20mytxdBFLHX1JC74+Kz0raBzqDRaCQ/P/+s7FPjjKIJnnONkN9P485dFKxfR84SfIhTSYlXn69HkmScLjP5ReoQ1aG9bbQ191NY4mLd5hIKipz09UR49N5DFJa4uPSaFeNuLxpJEg7GcbjMmEx6Hn/gCJFQgpJyD+vPL8Vo1CGIAol4mq6OEA0ne3j64WMIApgtBmLR1OC2dDqR4nI3K1bns3lbBQbj0Mc3mUzi9/uJRCIkk8lBR+PFQl5eHnl5eWdtf7GGA/Q88nNSvW1j5rm23oxj/eXI6RTpvjZsK7bM2qqzFEn19/Pa+z8MwxzeBb2egmuvJtrcghSJIMXjmHJzsVVWYF9Wg2fjeejm0MFXTqXoeuppQkePEzp+HEtxEfaaGgxOJ6bcHDybNgKq35QUTyAa9GfdZyqRSNDV1YWYTFJcXX1W960xp2iC51whFovR1d5O6NWduI1Gsi+8YMmP3ScTaR677zAH97SRTknImRBwk1nP9W9eQ293hOceP0FphYe8QgfXv3ktgigQ6o/zl1/vJByMD4aRX3FDLdsvr6GtOUBbc4AXnzpFvz9GYYmLD//zRRw50M7xw130dIWJRZLo9CI6UcDfFyWZUC0RBcVOzrugjE1byxB1I/1aFEWhu7ubWCw26PibSqVYLJSWlp51h08lnSJ8+EUCL/1tUPiYy9dQ8NYvIZos+J+7k8Cr92Kt2UTWZe/G4F54Al9RFBJdXST7/DiWLztjQ2XRlhYS3T2quBEEGu74PYnOLqRYbEbbMbhcbPzpj9Cf4ahNRZLofeU1RIMeW2Ulptz5t0I33P8AiexsspcvW3JW8XMETfAsdeLxOD09PUty6CoSSvDAXfsRRDXvTHaejYrqHJxuM54sKzq9KipkWeHlZ07R2hQgEU9jtRmxOYwImfvf7jSxcWsZFqvqx5BOS+x5tZmH/34Qo0nH1W9YRVaOjboTPXiyrKzZWMwvf/AC3R0hTGY9l16znMISN55sK8lkmmAgTjotI4oCDpcJKa1gsRpweSyTDhckEglaW1tHCB1FUVAUZUTk00LDbDZjtVrnxdldkdL073qY0J7HSPV1UPrxH2HwDPmiKYqyoBzwpUSCaFMzia4u4h2ddD/7HNHGJgweD9X/9BGyL7xgzvYVrqun98WXiLV30PfKqyizvIcsJcVUfugDeDaeN0ctnBgpkaDn+ReRU2lEkxHXmtWIRiMjLmXmh85iOStWnwHfrYGhLqvVSnZ29hnfr8acoQmepUo6nebIY4+Tt2njrMefY9EksWiKQF+UQF8Ms0VPT1eYzrYQmy4so2r52XXskyWZowc7ePX5Bprr+8ZdZvWGIt5y68bT3ociK6TTMjq9SCop8exjx+nribB5WzlWm5FH7jlEa5Of6bjZfOSzF1NYMjvrh6IoxONxent76e/vXzD+PQ6Hg4KCghF5eOaDgfOxkMTNcCINDXQ8+jjdzz6HFFH9uuzLl5G15XyyNm/CWlE+Z20PnThJy11307dz94jhqtlSeMN1mAsLMRfkkwoEyL5wK5H6BmKtQ8OKtsoKHCuWA5n8VH+7h66nn0FJS8jJJPaaapxrVpN/xeXo7ZNbiRRZ5uC/fY3gocOTLqez2cjeegGudWuwVVRgKSlG1OtRJIloSyuR+nrkRAJBp8O+bBnWstIpz3XS76f+l78hHQ6jyDKxtnaSPT2IJhN6mw29w46clYWUl0vNG99A1hK3li8RNMGz1FAUhePPv0DTX+7E0tLKxh//AGtZ2Yy30dsV4bUX6jl5tItA38Rmb5vDhNGo46qbVlJU5sZuN40ZrpkrpLTMvl0tvPjUyTHOwNm5NnLy7ZjMemRZIRFLc9EVNdgcJjzZVjWrsaIgpWV6usLIssKrz9Wzcl0BtWsLAbXsw5EDauJAT44Vu8NMQZGTowc7qDvejSQp2J0mKqqzqVyWQzKRpqMtSCSUIJWU1OzGehFBgN7uCBargaJSN4Ulrjn7mCmKwsmTJxdUiLrL5aK0dOGEZi8kpFiMo//zXQKv7xmclnvpJZTf+h5MOWfGOhA8eoxTvtuJNjadke0PoLNakaJjnfLNRUUoUholnUZOpUmPE12ot9tZ881vYKsoB1Rxkw6FMLhcSIkEseYWDB43sZZW2u5/EP/OXdNul6DXYy7IJ9HVjTxOgk3X2jVUfuRDWEuKiTQ2ETx0mFQgAKJIKhAg2tiMfVk1jtpakr29NPzmjkn3FzcacV57Nave+hZsTueky2rMK5rgWUo0HTxI3Z//injgELrMB7b2X79I9tbJzeQdbUGeeeQY4WAck9lAd0eIcOj0PqjuLAvrNpdQXOamvCobRVEGo6Jmy+uvNPHQ3w4M+uIYjDrO316O3WHm4N422poCg8sKAoPWl3WbiunuDLNhSyndHSF2vdRI1fIctlxcybLaPLq7wvT7oxzY3crBPWpvdfO2crbuqOK+v+6jqU61Iul0Ims3FbN1RxWKonBkXzv+3iglFR5WrSukqzNEb1cEq81AfpGTYwc7cbrMFJW5ycqZO5+HRCLBiRMn5mx7s0Gv11NVVYVRC2sel3hHBwe+/FWSvX0Iej0rvvj/yL7g/DndR/+Bg3Q+8RTpUBA5lSbV30+8vWPcj/1CQjQaydp6AXmX7cCxYjknf3I7oWPHkRNx0qHwGd+/oNPNephvOHG3i9w33czKG67HsACSUWqMYULBo6XXXUT0tndw8h/3En3sCYwZp0QAz6bz6H7mWZK9vWRv347RPf6wiifLyvFDnXPSlkBfjOceG/oYCwKct7WMjVvLKCyevqUjnZJQAINhyIlz49Yyksk00UgST5aVsqoszGYDzzx6nGh4pEAbrtf3724FoKjUxeuvNgOwYk0By1flD+7rvr/sIxJODltf4eSRLlobA2zeVs7GC8vJzrWRTkk8dt9h9u1sAVQH6JJyDz/5zjPEY6rvjctj4ZqbV7HzxQaMJh1SWubN79lIUal7eidxCoxGIzqdbt79evR6PR6PZ97bsVCRk0lO/eyXJHtVwZy745IZiR1FllEkaYR/ynhDd5biYvoPHiLZ0zNHLT87yMkkPc89T89zzwOgd9jPitAZYC7FDoA50E/oN7/j+Sefovhtb2XFxRfN6fY1zhyahWcREI9GqX/9dTx5+YQff4Lel18Z8cIY3oNZ/Y2v4V6/btztNDf4+c2PXjwjbbQ5TFhtRro7Qixbmcdb37+JeDRF3YkeOlqDmC16TGYDbc0BejrDhINxNm2rYP+uZtZuLGHrjiqCgRi5BePndzmyv50j+9tJJiXSKZm25sCg8JiIojI3H/zUdkRx6KPRVN/HA3ftx51lpbTCg9Vm4OjBTtaeV8y6zSUASJLML3/wAp1tkycAXLYyjxVr8ulsC3LkQAfLVuZxyVXLB5MKzgVNTU3zlojQYDCg0+kGk1XOt//OQiV04iSHvvYNpEgEwWBg409uwzwDf7qWu/9O4+//iN5hx5SXx4ovfA69zU7zX++k9B1vQ4rGCOzbT6q/H1Gvp++1nQQPHzmDR6QxXdKyjLx+HStufRdFK8ZPeaFx1tEsPIsRRVFobW1Fp9Ox8iK1F6EsqyHe2UX/PjXDrGfTRhwrliOn09hranDUruD44U7am/vp64nQH4gRi6a47NrlmC1nxvxaUOwk0BeluyMEwIkjXfzPVx4lLcmTSuZnHjkGwK6XG3npmVOs3ViMvzdKoC/KRVfUsGHLkNPh4X3t9PVESCbS2J1msnJttDUHJt1+d0eIw/vaWHNe8eC0ssosvF+8lEBflDt8L9PvV/2W+v2xQcHj74kyHS/lE0e6OHFkqJ7RnlebOXG4i0995XKSiTQ2++wEwkDNqvlAr9cjCAIVFRVanbVJUBSF0NGjSJEIAPaaakwzzFM00FlJh8KkQ2GCh47gXL2Svtd2obNY8O96nUh9/dAKojhyLFdj3tCLIoaWFiJ799NstZKTk4PFMncdHo25RXuTLVD6+voIh8MUFxejG5azQxAE8i7dgSJJFN10A1kXbBlh9pYkmfv+uo9oeOS4/p2/3T3nbRQEKK3MGvR9GU46Pf2okUjGj+j1V4acL++/cz8vP1PH+vNLWLYyj5IKNxargV0vNdLbHZnWdiVJ5r6/7MPmUB2QWxoDtDX52bStnLt/t3tQ7ABYbUO+KeFQHLPVgMGoI5WcmTk8HE7wnS8/giwrfOCT2yitPL1aPYqiDJYCic0wh8psEQQBu92OU3PMnBbR5lYMbjepQIDQkaM0//mvFL3xDdOqXh5taaXl7r+PmNZ6z73oHQ7yLttB2wMPoRttWZvDiCyN2ZPyBwg9+xwmWaZv00Zki5mSkpIFG0l4LqMNaS0wkskk7e3tZGVlTZi+P5WSaGsOkF/oHGO1ScTTvPDUSYKBGE11fXiyrYT649MWCdPFajNid5rpaj87wy1Vy3N563s38vJzdSiKarMUBIF0WkIURax2A7n5Djrbghw/3Elvd4S3f+B8isvcKIrCvX/ey7FDnSTiaS6/vpbcfDt//Y0aEeJ0mbnsuhWD5SMGSCbSPP7AEWLhJJIkEwolCPfHMRh15BU66Wjtn7CkxAC5+XZ2XLOcVetnHs4ajUaJxWKk02l6e3uRz8KHzmAwIMsykqSe12XLli1Kx8zh77V0fzdS2I+poApBf+aOJXTiJC13/x1FSiMajRRefx2uNasnXUeKxTjyzW/Tf+DgiOmi0cja73yT/v0Hp4we0lg4CHo97vM2kFqzipKLL9Ly98wPWpTWYqC9vR2AwsLCSZeLx1Ls29lMfyDOlTeuHOGjMhxFUXjusRM8+9jxceefLrkFDsKhBLEJCmXONUVlbtZsKMJk1iPqRKS0RF6hk/xCJz/81lODFqLKZTlc9YZVZOfaRjhBJ+IpDu1tJyffjpSWKSx28vQjx9n5YsPgMlt3VBEJJzh/e8VgcdEnHzrKi0+eHFzm2jeuZsvFlYO/FUXh8fuP8MqzdZO235Nt5VNfvnxGx5xMJjlx4sRZzcMjCAJ5eXm4XC7a29sRRZH8/PxFF5klp5N03fM9osd3giCCogpFwWDGUrEW90W3YC6qOevtijQ2IcfjGNxujB73YCFPOZVi9z95B52eB3CtX0fZO9/Owa/8+5w73mqcGQS9nqp/+jB6mw1dVSWhVIqCgoJF9wwtcjTBs5AJh8P09vaetmOooii0NgXY+UIDBqOORDxNd0eIRCI9YthmLigp99DWHBgMGZ8v3FlW4rHUuI7LnmwrazcWk0ik0etF2lv6qTveQ0GRk7KqLNpa+mlp8I9Zz+Wx8O6PXoDDaebRfxxi787mwXmFJS5ufsd68gqHhnlkWeG1F+rZ+ULDuJYeUSdQtSyHquW5bN1RNaPjSyaTal0fUcThcNDd3U10nFwoc4kgCOj1ekRRxO12k5WVNWI4daGSDvYSPvQ80RO7SIf9KKkkUlgVD4LRgjG/AiUZQ9AZSfW2kH31h4kHRESTiazNm85aRXT/nr00/OaOwbw51rJSnGtWk33BFpyrVxFpaKTxd3+gf/+BwXWK3vgGsrdeQN9rO2n9+z/OSjs1Tg/RaKTqox8i/6orR0xvb29HEAQKCgomWFNjjtEEz0JEURSam5ux2WynZfqMx1LsfLGBA7tb6ek682GeZVXj++ssFvQGkXRq4mGhCy6pJDffwXOPHycYiI+Y95mvXoHTPeSM2NEW5In7j1BRk82FO6p45B+H2P1y45ht1q4t4LLrVpCbP/Pq4rIsE4vF6Ovro7+/f8brzxSTyYTL5cLj8SyaYazwwefpeeTnyOkUpsIqkBUSbUMWTVNJLYmWowAYi2pJRUT8B9uJtauC15SnFsw0uD0Yszx4Np6HfVnNaflfqHWhXqX/wCGqPvJB4l3dpPx+IvX1dD3zHPlXXYl/1y76Xt05Zl2d1Ypn03l4Nm/i5I98KMOKyprycln3v9/m+Hd/MEIMaZwFBIFVX/0ybQ88NCKp5Hh4Np3Hqn//t3HnJRIJOjo6yM3NxToN3y6NWaFFaS00QqEQfX19lJSUnFYvWpYVfvmDF+jrmVvfnPHQG0TyCp2LWuwAk4odgFefqx8zLTvXxoYtpThcIytHv/psHU6XmVXrC9HpRfKLxhc0Rw90cPRAB1k5Nt7+wc3TFj6JRIKGhoYzEqUlCAKiKGIwGDAajYNCxzyH1bHPNFIsTO+jvyRatw9DnprFN9F8BENOKaaSFSQ7GtB78km0HhtcR07EaX+mGSU1NDyU6Oom0dU9+Lv5z3/FlJdHzkXbyLloO7aqykHx0/vqa7T+7R6MWR4Krrt2MP1DMtBP11NP0/7gwyR7ejB4PCS6u/G/vmeEg3H4+MRJJKVolJ7nX6Tn+bFpI/R2O0a3G8fyZZrgORuIItbSEtUSpyh0PPoYtV/6Aoe+9g1CR45OuJpxkk6ryWSivLycrq4u+vv7p3Rb0DgzaBaeeaClpQWLxTJjq46/N8qJw53UrivgyQePciCTaO9MYrMbMVsN9HadeWE13+Tk2bn5netpa+pHbxApKfdMmBdogHAwzhMPHmX/rpYpt19WlcXWS6oor84aLGA6Hul0mhMnTsx5oj+z2UxhYSFWq3VRR5DEmg7Rdc8P0DtzkFNxUt1jSyuYipaPsPQMIFpdhDodBI9Mfb1ALU+w4oufx+B0okgSr7zrvehMJmr/9Ys4V9bS8chj1P38l2fUx6bqox/GtX4tx7/3QyKnTp2x/WiArbKS2i9/EXNeHsHDR2j8459xLF9GxftupenPf6X5L3cOLSwI6KxW1n/3OyR7ekn2+cndcfGU+0gmk3R0dJCTk6NZe84MmoVnITBbq47ZosfhMmO3m8gvdJJaK3H0QMe017c7TeTk2eloDU6ZtA9U60Y8llryYkenF7n4ymX0dIbw90bZvH16BR57usL89scvER3HeXv75dVULsvlsXsP0ZXJT9RU14fZbGDZqsnztKTT6TmPyPJ4PBQWFiKKZ6b+2dki2dtK553fRpYlFH8SOTb+UG6is37cXDVKKk6kceRwpd5uR9Dr1TpLo+g/cJDA3n3kXnIxgk7H+v/7Dns/83naH3qEwN599Lz40hl3KG75+z9o+ds9JHt7z+h+NFTMmTxKzlUrWfNf/4GcqWcX71RzbolGIzkXX0TBddegs5ixFBZimYHFxmg0UlZWRldXF8FgUPPtOYtogucs0dbWhtFopLy8/LS3YbEaWblOfbA2nF9KS+NYx9vRCAKUV2dTUOzixOFOGk6qL80Vq/Oprs3ltecbxvX/KS5z09HWj5Re2ka+mpV5XHrNcl56+hSH97VzcE8bRw90cPXNq3C6hnx2ervDPHj3ARLxNDqdiCTJRCPJccUOQOWyXKqW53DT29fzh5+9gtli4KqbVrJyXeGUYioajc46OksURYxGI06nE5fLNW1neFmWCYVCpNNpXC4Xer2edMafRBRFgsEg8Xgcs9mM2+2eVRtnihyP0HnXt5ETUcxlq4g3TVJdW0phzK8g2dkwYrKSSlB06XKaHz0BknqO9XYbJbe8GfeG9UQam4jU1ROpq1drQG3ZjKWkmD2f+gyJnl7c69ehpNODZRLOBoutlMRiJtbaiiJJg47sgiCgywz1GpyqtVdOJjEXFuBYNrtIv7y8vMGh68LCQi2T+VlAG9I6wyQSCdrb2+f8hj52ULXs7N/dSntLAICAPzZ4xUxmPde9aQ3Vtbm88MRJjhxop7QiC3eWBYfLzOZtFYiiQDAQ44G79tPaFCAeT6PICiUVnnGjmJYCOXl2tl9RQ3auDavNiE4n8uyjxwcjssqqsmhp9FNc5uFN79qAO0s1Oe95tYm64z3o9CI6nUB2rp1nHzs+YWJCg1HHVTetYvO2crVYq8UwIlR+MhRF4cSJEyRnWBTS7XbjcDgwm80YjcbTGrby+/309PSQSCTQ6/XYbDaCwSCKoiCK4qDlyel0UlpaetaGxhQpTced3yZWtwe9p5B0sBuk9LjLGnJK8Fz8NowFVcQbDuB/4S6k0Ej/s6RUTe/ukcND5e99DyVvedOIaan+fnZ//FODmZQ1lhY6qxX3+nWko9HB7PWWkmKqPvIh3BvWj1i247HHOfWT2wEwZmex+Re3z1mEX3t7O0ajUcvbMzdoUVrzQW9vL4lEgqKimSedmy6SJHP0QAdPPHBkMAQ9r8DB1h1VbNhSiiwryJKMfhof20BflKceOsrBPW2LPiJrNIUlLrJybFx98yocziHn3FRK4uSRLtpb+lm1vpCCYhenjnVTd7yb6hW5VC3PnXCbfT0Rfn/7K4PnXRAFlGHh+hargS/85zUzbqskSRw5MrNaSQUFBeTk5Mx4X6NJp9P4/X78fv+UgquiogK73T7rfU6Foih0P/BjwvufAVGH3plNOtA14fLFH/4upvwKABKdDXTf9yOSXQ0jlokESwgeHenHY6uuYsP3/pdoUzOH/+tbuNevw7PxPHpeepme516Y46PSmA9s1dXYqyoRzWZ0ZhOO2hVkbd4EQMcjj5EOh/Fs3oStYqwlvvfVnRz91rcHf7s3rMezaSOu9euwlZfNum0DLg9lZWWL2sduAaAJnrOJoig0NTXh8XjOWHp+KS1z6ng3+3a20Nrkp7Qii9wCOwaDDkEU2HrJzPK+DOevv9lJqD9BIp7C5jCp4fP1i9PiU1aVxaXXrqCievKeU09nmCcfOkJugYNLrlw2LYEoSTL337l/hMPyjquXq7XMWvopLHHxkc9O7cQ4GkVROHLkyLT9eIxGI9XV1XOWMyeRSNDY2Diu4NHpdNjt9rNWM0hOJ+l97NeE9jwOqHl1RIMJKRIYd3mdPYuiW7+B3pNP/2sP0Pf0H8e1BAkGM73HjCR6RmYKty+rUYe26urw7548DFlj8VDytlsouvF6DC7Xaa2fDofZ+7kvkOgcK7RFs5kV/++zZJ2/ebbNRJZlmpubyc7OPiudiSWKJnjOFrFYjM7OTsrKyubcQTQeS3FkfzunjnUTCibIyrZSVpXFuk0ldHeGuOuO3ZRVZrFqQyHLVk6/WvNoTh3r5s7f7CKVCd91us1j8tIsdExmPVe/YdWIAqSTEQknSCWlwSGse/60hx1XL6ezLchDfztAboGDymU5WKwGopEk2y6rRq9XBUZrk58XnjjJqWPdmC0GPvLZi+nuDJGdaz/tyul9fX20tbVNuZzH4yEvL29O8+YoikIqlSIej5NIJEgkEhiNRux2OxaL5az1PhOdDXTde9tgFJapZAWJlmMTLm9dfj65138c0WKn697biBweG+I9nLRhBd0vHdPecucA5/34NqylJbPaRuMf/kTLXX8bd57ebmftd76JtWR2+xigp6cHWZbJm2EhWg1AEzxnh76+PpLJ5Jx43aeSEh1tQU4d66K1MYDTbaazLUh2np3VG4pYtjJvxIdHlhUEgTn7GAX7Y3S1h2hrDvDso8cxGHUkE4sjvX1BsZN3fOj8EU7HMyURT2E06fnF95+no3VsvbDqFbm86yMjC7emUxItjX5cHiue7NmFmyqKwqlTp4jHJxaalZWV2Gy2We1noaHIEtETuwnufphY/f4R80zFy0m0jg01F4xmcm/6JLYVWxEEgeDeJ+h58KfT2p8+ZznND81t6RWNhYWg07H1zj8h6mcXo5OORjnwpa8MZsoegSiy5htfw7V2zaz2MZxIJEJPT482xDVztLD0M01LSwtOp5OsrNOrjj1Ae0s/9Sd6CAZiFJW5WbephB1XL5/yhp+ontbp4nRZcLostLf0k5Nnp7vzzGdyngvyCh28z7sNk3l2t7bJbKC9pX9csQOqFexvv3+dknLPYNkIvUFHRc3s/WhAFa5Wq3VCwSMIwqLJhjxd5ESMjrv+m3jjoXHnC7rxr6l12WbstRcO/jbmTK+XLRit9J/SnJGXOpbiolmLHQC91cqqr36F/V/6ytjIOVnm0H/8FzWf+Bh5l106630B2Gw2LBYLjY2N5Ofnn5Uh5KWOJnhmSSqVorW1leLi4jn5ABWWuCgsOb1x5jNBJJTAYlsche90epG33Lpx1mJngIZTk+c9ObyvncplYwVOIp7CZJ79vZCXl0c6nUaSJFKp1AifmsLCwiVXkDDd3zWh2FHndyNaHMix0Ijp5uIVI3+X1GLIKiTV1z7htkSLk/5WG+GTZz55p8b84qhdMfVC08SUm8OG7/0Px793G4G9+0bME3S6OfHjGY4oilRUVNDR0UEsFpt1h/pcZ3FnIZtnQqEQnZ2dVFRULLne9gCRcJJwKIHRtPCLSEppmd/5XiYYmF3B1FRK4rH7DvPE/ZPkeUGNylq9YWQE3tEDHfzwm08RDc++krxer6esrIzKykpqampwOByDhT09Hs+st7/Q0HsmHwpO93ejs7vHTA+8+DeS3c0jpplLV6qV0ochmKwYcsswl68hUG8mfHJiQaSxdJhLwQNgcLlY9e9fofSdb1cTnWWQ43FO/vinKHOcNBTUKEydTjctvz6NidEsPKdJb28vsixTMkdOaguRaDjJiSNdmM16dDoRWAQ+PIIwpu7VTDl+qJNXnq2bcjmLxUBrU4DqFbnIssJLT5/iqYfUWjunjnWxdtPc3RuiKM4qaeViQDSY0DlzkILjJ9oTTDbSwbFWNykSoPVXX6Dovf+FqUhNBpd74yewr7uM4M6HMOaVYy5fjblkBYKoCndD6fMc/94PztixaCwcnLW1k85Ph8PoZxgRJeh0lL3jbThrV3D8ez8g1a8OfVtKS1DSaYQzYH0dSCBaX19PRUWF5tdzGmhOy6dBa2srdrsd12mGOC4m7r9zHwf3tJJKzn2v5UyQm29n644qZFlh9YYizJaZW94UReH2/3uO7o7QlMvq9SKbLizn0L42wsHE4PSa2lze9ZELZrzvc52Ou75D9PhrI6aZSmpJh/3oTJYxmZMH0LvzKf3YD8f4+UjREIEX7ybWeIh0fzd6Zw6C0ULTQ6eQ47O3wmksfEz5eQiCSP5VV1B0800E9u2n57kX8Jy/mZxtW4k2NROuqyPv8stOS0Qkeno59r/fJXT0GK7161j9tX+bs4SE4yHLMg0NDZSUlCy5Ye05QovSmgsURaG+vp6ioqJFVVl6JjzxwBEUReGy61YQj6b43n88Md9NOm0MRh2XXrOcCy+tnvG6v/nxSzTXn37iRVEU+H/fuPq0BNdSIt58FDkVR2dxYCqc+jpEjr5K1z++jyKptd5cW99A1qXvJtXfTcvPPgPy2Jw6jvWX49nxLvSOscN8cjJO+5+/QbK9bnCbWmTWuYug0yGaTEjRKKCKoaKbbqT17//AUbuCmk99Ar115s7BcjpN4+//SNs/7mPtd76Fc46H0cajubl5MLu6xggmFDyaD880SaVS1NXVUVFRsWTFjiIrnDraxeZt5ej1OsxWA9ZF4rA8HqmkxOP3H+G15+sHcwpNh+b6PloaZpdlWpYV2pr7Z7WNxU6s8RBtv/8qXffehmiyoqSnLlhrq72Ask/9jLw3f55S70/IvuJ9CDo9BlcuzvOuHHcdc8Xa8cVOIoqSSlD8vm9hXXEB5tJV6Gxu5HAr6LThgHMRRZIGxQ5AorOL+l/+Guea1fhf38Phb/wXUiIxyRbGR9TrqfzA+1jzzW9gzj87uXNKS0uJxWL0akVlp41m4ZkGsViMrq6uJe9DIUsyzz95kh1XLwfg4Out/P2PSyPbrNNl5qo3rCI714Y7yzqu5SWVktj1YgNPPXwMKT27IbzcfDsf+dzFg8kJz0Xa//JNYqdeRzCYUdJJTAWVFH/wf6a9vqIoxOr3E9r7BLblWzBXrKHl558ZUyG94B3/hrX6vBHTpGiI5p99GtFkJfuqD9Dz8M+RQpkPg05PMl1O786RtbQ0FjaJlRfQlbeO/qT6TDmMMu5UL/ZjL6Hrnb0D+oovfJb6X/8Oa2kJK77wuRn79cwXA2Vg8vNPP9nsEkOz8Jwu4XCYvr6+JS92AESdyJaLKgZ/V9fmYncujQq+wf44f/v96/z8e8/zg/98cjCSS0rLnDrWzRMPHOHH33qKx+8/MmuxA9DdGea3P36JeGxqq8bSRe0vKak4KAru7bfMaO3oiV10/PkbRI68RCrQid7uIefaj45YRjBa1IisUSQ6TiEIIqLJiv/ZP6Ozu9E7M3XRpDRWTwzRungttaZlVRg2rsG0esUZ9RdZSARyaznemqazO0Fnd4KTrSl2dTl5Kf8GIpuunfX2I43NnPfD7yGaTOz7/L8QqW+YfaPPAh6PB6vVqkVwTQNN8ExCIBAgGo1SXFw83005a1isQ0NYj993ZIQj7lJh22XVON1D4/T3/mUvLz19itAcH2tbcz+/uu0FHr//MN2dUztALzVstReic6p5inTObBKd9SjKDMRkZlmdIxvbqu30Pf1HwgefQ+8pQNAbKfvk7ZR98nZE41jhYswtQ4oGSXbUkexsINl+inSwG0NeBfqCtfQcjCPHEtiX1eBctRJzwcLvHZuqyhG2rKVv6wpeMfTwWryJV5R2lE2r0NmsGHJG1osz5uVgzJu4+O1iI/+5O1hePDawOJmUeKW/kKYdH0F2nH6empa7/kbwyFFWfOFzGHOy2feFL9F2/4NMMQqyIHA4HHg8HpqaxskCrTGIJngmYCDs/FysZdLbHebEkU7kmXycFhHVK4Y+AoIonNGSGb3dEV5+po77/rJv6oWXAHIyTnDP40SOvYZ95Tas1RsBkII9BJ6/k9Dep6a9LUv5Ggy5ZZiKajBmFaL35CPoDRS95z8o/fiP0bty0VnUYQc5nUROqFa7pN9P55MvIJtXocsZGZIsJ2L07e8i1tYHikL4xEmCh49gWGAJ3XQ2K6aVy9BtXkviwrV0bqnmFVMfr4cbaQyOHL7ZE25kT4WJ1/JSdGypwpDlQb9pLbvzZPbmKwhb1iFaFq81azgJeWJr1onWNLuXvZV05WmWd1AUjn//NtKhMCv/9YsYszw0/PZ3HP3Wd0gGAqe3zbOIxWKhsLCQ+vr6RSHS5gPNh2ccuru7MRgMuN3u+W7KvLB/VwsP3LUfT46N9ZuLeeKBo/PdpDnlE1+6lOxc9UPZ2R7kZ//33Bnfp9li4PLrV7B5W8UZ39d8EW8+QvcDP0G0uki0HKXgnV/FXLyCZFcD3Q/6SPW2IZqsuC+6BffWm6e1za77fkj40As4N12LZ/tbSHY1IkX6sdZegKDTE288RGj/M0SOvYqSjGNbeSFSSiDR5VcNRCKYHGkSrccRzTbi0QJ6d4313RH0emzVVYSPLYzoLVPtMnbqepCUuRHjORYP1a1xkh2dc7K98bDVVCMaDCR6e0n1B1FOw/l3Klp2fIhjrZN3xIxGHVuEw5gOvXRa+8i5eDsr/t/n8L++h+Pf/QEbfT8EUcSwSKKhZFmmvr6eqqqqczVXjxaWPl06Ozsxm83nRI6dyXj20eM8+9hxLr++Fn9PhD2vNU+90iLhre/bxMp1haRSEn/6xas0nppdRNZ0yStw8LEv7Dgr+zrbJHta1LBxFNAbMRVWUXTrf6KkUyjpJJEjL9Pz8M8ySwuUfOyHGLOLxt1WOthLsq+NdG8r4SMvE288qM7Q6UFSw9L17nx0Nte4xUTHI56qInCwEWWyaD1RwF5TQ/jESZjnHrLe46a5JouOyPhJGE8Hk87IeVIWicNnRtQ5ViwnNEwwGrOy0DscRBsbZ7wtwWDAVllJtKUZORZHFnWIUprAtlvY3TU94WGx6nFYdeSa4uQefw5d+9TJRAdY/93/wV5TTfvDj5Ds81P+7nfO+Bjmk3Nc9GjFQ6dDR0cHVqsVp9M5302Zdy68tIp9u1p49tHjfPJfLyUUjBONJkklZZKJFLFoatFUTx/NA3ftR5YUdr3ccNbEDsC6zUs3K7chuxid3YMU7oN0EjkeRRBEQvufpueRX4xaWqHvyTvwXPIOjHllg9mPE50NdN//Y5Kd9ZhKa0k0j7IsSkM5eNKBTgT99FMm2AqN+PdMfr+acnMJn6qbd7EDINeU0hGZuVCYjISU5BWlnY0XrMNQ345gtZBoaELQ6dC7XaR6p34WzEWFiAYj8c5OFElCSQ055Sf8fnRW62DYd7KvDymRwLFqJYokIer1pCMR0uEIBqcD0WgkdOIkSCOvi8HtwpSTQ/j4cUSjEUEncmTLRxCAju7xi+mORyyaJhZN04UAth2s2rGD/Od/hyhLyGYb3VtuISUYKHn2l2PWTYfVSMDC666l8Y9/puGO31Py1ltOK0fPfCCKIlVVVdTV1VFZWYkoat4roAmeQdrb27Hb7VoSpwxGk56tl1QSDicwGPXUn+wdE70kigJmqwGz2YDBqMNgENUHSwAUtZeRTsukUhLJRJp4LE0qOf8iKRZN8bc/vH7mdyRATp6dknI3DpeFqhVLx4F0NNFjr6piBzDmVZD3xn9GUWR0jmy1ptUof7DoiV1ET+yi9BM/xeBW/eT8z/2FZGd9Zompe6WCfvpJHWPdKRAE9HY7UjI57nCLweXGXFBAqr8fOZlE0OmINbdMex+TIZpMCGuXk9IJGCQFXUvXpMNLyuuH2Vpbw0lzjJ5YYE7aAIAg8HqoAUuBmVg6gGdjCbFUgriUoHb5ahyHm0lnyiSMQKfDsXwZoSNDIlQ0mbCvWokgCKozuqwQ6uoesZoUiRA6fGTM5gaqjRtzsjHn56siUxRJ9fcTa24hFVBzWMmZgrlWvUxd2+wyYx9uheC2j+DQJelNGOlqS2A0wXjdkOH1sErf/lYOfuXfOfTvX6fqox/GsXzZrNpxthAEgaqqKhoaGigrK0N3jkTzTYYmeFAtO5rYGYksK7z49Cl0OgEBYdxQbVlWiIaTMyqUKYgCZrMek1mPwahHrxfR6UREURj8ximygiQNiaV0UsJg0CHLCgH/7AqDzgWiTsBmM6IAyYQq5kbPv+DiSi66ooZoJMlffrWTlevN5Bcu3ftL78wh5wYvpoJKTAVVAChSmlj9fkwFVSTaT45Zx1qzCYM7D0VRiJ7cTbzlOKLVhSG7iETriSn3mfZ3gtECyanvCVueQCg7e/BDa/B4MGZnIRoMCJneb6SuHik2tC378uVYSkuJNc9uONeYn0t9mZ2u4RabLMguLqNM78bUF6Y/20pPOoSkKJQa3BhTCv1GhXQiPPGGZ0EsrVpK/PEhcXO0vxmKFFauXINFFtFJMundBzEXFiAYDCPEDoCcSIwrZmZCsqeXZM/UifPckh+T2YkiQ02uREQ20dg+cx+hlo6BddT/kwmJZPV6jKdGBhUE9u3Hs1HN7STq9az66lcInzqFwb24XB0EQaCyspJTp05plh40Hx46OzuxWCzaMNYojh3s4K+/2YXZYiCRSKPI838rlFV6SCYlujpCyNL8tKe0wsMb37UBT7YNKS2z86UGcvPtGIx6wsE4FquRrBwbLo+FUDDOb370InanmStvXElZ5cKKBDrTKIqM/9m/EHjpHgS9ESUVR+8pwODOBwGcm64j1nCAdKCTaN0+kFIIJhvmkhXETk1ugTMWVCKIehAEFEki2TF1EsFYtJzAwRkOE4kCjuXLiTQ1ozOZSPn9017VkJ2FmJdNj0vPyWDrzPa7AFAUsOW9m6qGZzE0Hp7ftgCKqEOUhyzEqYrVHC+6mI6u2TlHVxUZqXzuZyOmFd5wHVUf/fCIaZIk09cTITd/8XVcFEWhrq7uXPHp0Xx4xqO7uxuTyaSJnVHIkjxY9XshJc5rqlc/Nla7kewcGwiQTknoDToUGVoap/8xmhECbL2kitUbCunpirDzxUZkSWb75TWsWJ3P7pebKChysmbjUL6mWDTJn37xGoG+GIG+GK+/3EhLg5/CEheVy3LOTDsXGMHdjyIazWRf9QHsa3cgiLrBnDmKohA7tYfgzgcBMOSUoqSTSOE+FHkKX5vSlSSah1kWBBFDTgmi0YKSSpDsHpuLRHCvIrD7NKwRskLo6DH1z2gU+7IaRKMROZUiXFcP6bG1vQaQqop5LdKILrj4etWKArbCd9HSFKfLvo3aizfiqX8VXcuJaQw2zj0CIGTuCym/nLbaq+iL60nGZ9/x6exXqBw1zVxYOGY5nU7kmUeOYzbrueTq5bg8FhRFtUYv9IzqA5aeuro6qqtnXltwqXDOWnj6+lR/g6wFln9jIfDKc3U8du/89uhOh8ISFwF/jFhk7qpgO5wmLrpyGS0Nfo4e7Bj0QcovdHDT29dTVOoes05nW5A//uLVcZM2brqwjGvftAadbvF9BGeLnIgReOnvCEYLoX1PkvZ3jFlGtHsw5pWRbK9Djo2frNGYX0E65EeOjq1VZsgpRTTbAAVBFFEUASWdovGBkzCXVkFBwOB2T2rxMa5byavpxWfZGcBdegt1p0aeM7NZzzprJ47X7punVkHzjo9wvHVioTldjCYd21vvhXQSIdw/Qsit/s+v4163dsw6PV1hbv/fZ5EVhZIyD9l5NqKRJG97/+ZF8UxLkkRTUxOVlaMl3pJCs/AMJxAIoCgK2dnZUy98jtHa5OeJB2Y3Lj9ftLf0Y7YayMm309M5e9+H2rUF5OTZefz+w6RTI32Y3vWRC3C4xk/m9tTDRyfMUL375SaufsNqzhX/wWRXE+FDzyMnohhzSwnufQI5Oo5TbAY57CceVkWE3lNAur8bRll8kp0NUFxDf2Epe8wCZkWgTBKpjCZIdjWh9Kg+N1JBJbpUAgTPuGInUlOILpHC3Hwaod+Kgs5imVTwCJKMTtDNWS6ds4G7cCvRVDVmk4Q/oANGRkXF42lei2dz4carsL7++Fltm5RfTuOKa6mfpfPyAMmEROv6N1Ly7C/GfCFtFRXjruNwmli2Ko9jBztpafTT0ujH6TbTXN9HRc3Ct9zqdDpKSkpobGw8J8oljeacEzyRSIR4PE5BQcF8N2XBEY0kueuO3fPmHzMXxKMpLBYDdqdpVmUxcvLtCKLA7pdVn4/cfMeI8hCJeBqbXUbM9OqGm7bf8YHz1ci0pIQoCDzyj4PkFTrpaO2n/kQP8gLwhzpbpIPdBPc8Nqbg53TQObJIB3uBsYLhfqeBF1NdA76n6AUdn7IXkh9z01KxjBfEGPuTfmQBXMYo533gQiRJwhVSt3UoO4nebKHe30ypZR3XPNCEqSMwrXaZCwvQ2+1EWyevXZQ4dIxNOdmIOTkcNIcIJ6OTLr8QUOQUHW0DImfi4ex+RwnWs9AeKaeIhlU3YRcStETMBNrmNpnh8dY0WZuuxrb7scFptqpKDM7x/XReea6eYwc7MRh1pNMyiqzw9g+cT2HJ4nFmNhgM5Ofn09raek6VTYJzbEgrmUzS1dVFScnSzYdyuiQTaf70y9doqjt7eWnOJEWlbjra+k9bvDmcJpJJiUQ8rTpux1Mj0rNc/5Y1dLWHKCh2sW5zCY/fd5iLrqgZY/WRJJlELI3FZuD5J05SUu6mavnSDU8fD0WWiNXvp/v+HyNFAtNax1S8AjkRySwvsLuqhn4lTR8Sx+UIBlmhWx6yPtTm1HC0Z2wkGEClu5T6wPiRVsuzqzjeW0ettZirfr0XcQoxmr3tQhwrlhPYt5/A63umdSygDm/tUjqoWHkeGy+5jmg4iCSlefmRu+nvPXPZj2eKI2c1jW21Uy6n14uszYliCXeiiwURwwF0rSfn3L9Htjo5ft67aO08MzX97HYDeU7Y7mkne9uF9L3yKkVvfAPGCbLs9/VE+MX3n8dqM/KhT1/E8cOdlFdn48k+G/JvbgmFQsRisaVYPknLtCzLMo2NjUt97PK0+fMvX+PEka75bsackp1no7crMukyQmbYfSBNjCCqYinUHycYUD+onmwr/t6RvXODUcfq9YXIkkJvb4RwMMHN71i/KMza80Wyp4W2O76MHJ/8muizipDCfpRMuHncbCVtd/H3qjKOB5rItnjIsnqQJAkZGb2ow2KwcLK3nlBy5LaXZVdyord+vN0MUuEuxZWAtYdDrCtajWPFCtruvY9ocwuCXoccT7Dii5/HubIWndlM2/0PUP/L38zs4EWRDT/6AbaSkT3qnU/dx6uP3zPuKjq9ASl9doIGXPnnI+tqaG+XTjuhaE62iUqhE2vDHvQdDXPWtsjma3klMNaJeLbo9CKbnF3kpbtY86kPY5ymP2f9iR6OH+5k09ZycvLtc96us4nf70cQhKVWRknz4WloaNDEzgSEQwlOHF1aYkenF+nrnvjDarboyStw0trkR5IUBAEMBh2CKNDaGBixbCol8cFPbcPpsbDnlWZ2vdRAJJKksz1EeXU2KzcUUVObuyicFucTY04JWZe/l56Hfjrpcum+NiJlK2g36jnstNIiRWmKdEOfKlw6Iz3IikyhI5+DXceocJdwtOcUZr2JlTk1CAj44/3odXq6wlP757j0FrbfsQt3XgGln30rOpOJrC2baX/oYep/9VuM2VkoskystQ1LUSGBPXtndNw5F22n5pMfR2cZytLb2VzHkd0vEAqMtKi6c/KxOlz093YRj4YpLF9GLBIk0HNmrUCKkqSlOYU0i+Hsnt4EPbgx5VzJBaaX5iSUPV2yjL2JUmD2TsoDGIw69DqBVc4AjhfvJ/utb5m22AGoXJaDLCv4/ucZLrl6GTuuXr5oQ709Hg9dXV2Ew2Hs9sUt3qbDOSF4mpqaKCsrW7Q35ZnmuceOLyFbnkpuvp2O1iHnWLvDhN1pRpJkTCY93Z0hmuqHPjaKAslhWaBdHguVy3JYsTqfmpV5SGmZ7379cXQ6kQsvrWLD+aUTOi1rTMb0bjQp2MuvcnQowbHLL8uq4D+v+AJ3H3qQElchT556geXZlehEHbKikJZSOEx2jvfWkWvLJleXRXd04qHafT3H6X3Pcj563jvQmUyZZio4li/HWlxEvKOTwO49uDduQIrFiLW1T7it8Si/9V0jxE53WyOHdz3PodeeGbOs1eGirX6oHlV7o5qAMbughHQqdcaGv4Jd+6go83CqfvaBHIm4xGuO7Zy3sQhjdxOKzoAYDSJEgsjZBaQ8RejCfRjqDiCMysAtO7IIrbmUgDGHaFqkvSuBEps7sQNQmK2n5uVfoxjU0iSdjz1OyVvfMnTtp0FxmRtPtpXnHjuBLClcfv3Uw4ALlby8PFpaWjCZTBgM089evhhZ8oKnq6uLrKws9Polf6inxbFDnex6eW5r9sw3nmwr/YGR0SXuLOu08vTo9SJvevd51K4tGCGQE7E0V96wktXnFWG1Tb+Gk8ZIpMjYUPLx0Ekp9KIRWZEpcuTTHBwSGWlZQhAE3rrmRgA6wt3EUjGOdA/58KzMVdP/d0d6ybK4WZW7nMPdY4tmZls99Eb9XLPsUmoLVwxOF0QRx7Iaaj79SYweD6acISGw0fcjQsdP0HLn3fh3T12i5PgPfsTKr3xpsNq2O6cAnW7891E0NH4EW29HCzq9gaLK5YA6RC+l0xiMRrpbm0glp64xlVtcgcFgJBwMoNPr1TYIambzaDhIMtqKyZxPIj57gRGPp3k5XgqmUnWCM/MPIAIIFVjXXUCFO4VZiiDKErpklN2RItLdMpM5TE8Xs8VA9YpcDu0dci632QxUHX0QIZ1ESKvRXq51a2ckdga2/bb3b+aXt73AC0+epKwqi5raxesLU1JSQkNDAxUTRKctFZa0D08oFCKRSJCTo/lVTMQffvYqdce7p15wkeDJthIJJ7A5TDicZhRZoacrTCw6vRfodW9aw/kXVZzZRi5ReqJ9nOitp8iRj1FnxKgzkGVxDwpHRZZo+/2/k2g5OsWWVPrWX4Tp/OtYm19LU6CV/3vxZ3SE1Xt1Y9FaPrjx7eTZsvHH+vn2cz/BbDBztPskCgoF9tzBZUH100FRMBlMiKhlTBr8LcTScUpdRXzs/PewLHtmQ96KotDz4kt0PfEUUiyGlEgQ7+xEjo4tdVH54Q9QdNONg78lKc2Td/+K+iN7SSVGihWz1U48molqE4Qpi5marXYSsahaz2oUheXLSCZiGM1W4tEw/q7xI8tEnZ68snUcPrY0hv1FUeADn9pGcZmHX/3wBVobA4g6gQurwfzQrweXc61fx6p//wriaXaIf/fTl2k42cvWHVVc/YZVc9X8eSGdTtPe3k5pael8N2W2nHs+PKlUikAgsBQu3hlDURSC/fNfm2ouiYQTOJxmersj+HtmHgYcDMZVwWSfWY/vXOepupf41et/ISWNFJYWvRk5028y64y80Wal0mTBnIihMPRmcm97M9aaTQhGM6m+NpRUgso1lyCIOuRElGKzm0srL+QvB9SEd6+3HSAUD/GfV3wBj8XFt6/+V471nOKJuhc53nOKvlg/q3KWcU3hxbzWs5+dXfuwG2309Y8tBlqdVT5jsQNq9trci7aTfcEWel54kRM//AmCKAxmY1YUhUhdPXI8Tuvf78W9fh3WsjIAdDo9V7/9n0inUvzhu19CbzCSTiUJ9/fhzimgo+kkNqcHQRAwmizoDAa6WxvGbUc8GqaoYjltDSMtWEWVyxEEkd6OqQuguouu4VSjnbn0lZlP1mwsprjMg6Io6HQi5dXZvPW9m7DajSTespXD3/gvoo1NRBsa6T9wEPeG9afl8lBQ7KLhZC8Gw+JPrKXX63G73XR1dS3FyC1gCQuelpYWzUl5ChLx9Jwk6FtIJBMSvZM4K4/G5bHg8ljYtLWM3EInVqtBEzungdNkI9vkoGOUr8xAkUqARDrBHYQQy1wUWiqRkLlAsJMQRW696C0YDKpPlCm/YsQ2Ou78b5ybr+eNK68hkoxy/7EnADjR18B/P/8TPnXB+3GaHdTm1rAip5qTvQ38+cC9RJMxHDor5+espV8K0dQ/KuuxorA5lUthRwJFUcZ88BRFIdbaSqy5BTmZwlxUiL2mesxyosFA3mWX0rdzF70vvkz4xNDQmrmokFRxHol9h9n/1a9T9Y2vkFc+lNpfbzBQu3E7K867kHt/9X8UVS5HSqcRdTrSqSSJmHov25xujGYrKArJxNhOSlvDcQorlhML9xMK9JFXUklb/XHyS6szw2ACgZ5OoqHAiPU8xTtISCWcqoujKEtD7Fz3pjWsWJMPqKL0ihtWkl/owGhSP3emnGxc69YRbWwi1d/PwR/cDle9jU1vumhGw9WSJHP8kOpTteulBrZcVIHNsbjfHQ6Hg3g8TigUWpLFtJfkkFZLSwv5+flL3gFrLvjp/zxD9xITPdPlhlvWklfgIK/Qicm8ZLX/WSFw/DU67r2N+ooaQOA38vSdazcXr+dzF34Y/QR+LX3P/BnbygsHhdCu1n38Yvef8cdUfyCDqGdFTjVfuuQTGHXqM59MJ/nEg1+l3FnM/i41c/iavOV0hnvJtrrpCHdTZczjsjsPk+4LUHTzTRS94Ub0Dgei0Ui0oZETP/IROTWyKKmtspK8Ky/Hs3ED5sJC0sEgigLBQ4dpvvMu0qEw5oJ85GQSwWQi5DAgSDINpjgWg5nO3jZufN9nKKleObjNZCJGMhFHSqW48yffACCViCNPUFOsoKyajqaJi6VmF5QQDYcwW22YLTbam05hc7jQ6fUE+7oxmD1Yc68knTYQCCiE+ueuFMtC4OKrlnHp1csRxIktNv7X99By199I2rN5QVpNf38Sd5aVt39wM/mFU9dWPHqgnXAowUN/Ozhiv5ddu2KStRYPDQ0NlJWVLdbq6udOHp5AIACw1PIKnDHu8L1M46ne+W7G2UMAFKhansu7P7Jl0peixvRJh/w0/VCtLv3MeVt4JNQw5TpvXnUt6/JXUZtbjSiM/2LtiwV45MQzrMipZlPRUG2jZDpJS7CdX79+J8d76wBwGG1cVXMxN9deg8Vg5n1//ywWvZkiRwGBeICOcA86UccVVdvJtWaRbG0n3/cA5be+C9fq1fS88CKt99yLoNejyDLIY31ihiOazcjx8Z2FHbUrCB09hrR2GYeFPtLD8ukYzRYuuv4drNx88aC16Odf95JOJ5Gl6eXAGW8IazievGJ0Oh16o5FgbzexSJCBd70p7920t0zt5LyYsdmNbN1RxbbLqnnu8RN0d4Qoq8pi1foi7MOsMLKs8Mwjx3jhSdUqZ7YY+MCntk1ZEf3H//0UfaOGzAuKnHzwn7cv+EKi00FRlMWcyuXc8OFJp9OEQiHNb2cGLKRq6GcaT7aVUDDOm951HstX5WtiZw5JtA59fOuY2mJwVfXFvH3NG6b0m3Aa7dx39HHK3YdHCB6j3khVVjn/deUXePj40/xx/z0UOvKpyarkN3vu5OPn38pllds42HmUg12qk/RlldvojvSysXAN6wpWIlen6TVV0fjb39H4uz+iZCqfK5NUQB/ORGIHIHzyFM61a+gP9FC0rITmzgZEnR693kAiHmXFxm0jjv3tn/o6v/+/f5nWfkEdwnJl52MwGulpH5lFuqhiOd1tQ5FbgijizilEQSEa6sdsXFoWnfGIhJM8+eBRdr3USH8gBorq35dX4BgheERRIK9wSNzEYynu++s+Pvip7ZPemzaHeYzg6WgLcmhvO+s3L/5M/oIgkJubu+T8eRalvWoiWlpaNLEzQ3S6c+OjbzDqqF6RS3aOjWUr89Dpl9StP68oskT/a/cD0F5Syanw5MNZJp2Rd69707ScRPU6PTajFYt+4pxH1y2/jHesfQP98SBZFhcfP/9WBEHgfRtuodg5lKF3b/shPnr+u1lXoA4niXo9fS+/QqKre9oiZ7oo6TRKOk26IAuzoGdF4XLWBs1U2fLJLSpDFEdaARyeHK599ydmtI/+3k562pvJK6kkp7BscHpbw3GyC4fegw5XNqIoEuhuJxmPEu56mIrSehzOpZ9eod+vih2b3ch7P3bhuJnQV28oYv35QyKltTEwJut8a5Ofe/+yl+99/XG+9x+P09k2Nn2A02WmoHjq4bDFgt1uR5ZlYrGlE9iyZCw8HR0d5Ofnz3czFh0VNTm0NU8vN8piJpWSWL46n0uvXYF+CURULCSkcIB4s+onY4lGkKbIx5iQkvQnQliNlskXzPCli71UZ01e2fmCkvN4sXEXVqN1UEgJgsCHN72DpkArraEO/PF+9rYf4pqaHYPLFFx3DT3PvzitdsyUdDiM4UjL4EtWAEz+fmqu2THW8VkUqV69abCchMvkIMfkRC/oqA+1k5QntsR2tagZqM1WO1n5RbTVHyca6h+cZnW68Xe1YbW7iIb7MZn0KIlGigrLOBY8N56Fd3/0ggktuoIgcNm1K9i3U41m82RbMVuG/D8VReHx+48M1hm0O02YzXqSiTRGk56rblqJO8tKcZl7xHpLgYKCgiWVn2dJCJ4BBWqxTO8FqjGEfZFHFUwXo1FPYbFLSxp4BtA7s8m68v30PfFbZJ2O8aqbD+eamh0UOqZvJh8vZPxI9wnq/c0oikJ3pJcSZyHvO++tFNhHFmZ1mOx8bMt7+OqT/wfAfUcfB+DaZZcCIIg6DC4nqf7xE/7NhpQ/gMHtJpXxKwQQ+sPE73yQVnsOWedvxlJUNDRPEKipPQ+xqQPLrqMoaTWqbJ3Viq6mnIhVz8H+BjU3zyhsLg92p4dYOExucQVmqx2b000kGKAjk625qHI5ruw8goFejGY36VSYsqpKOlr7T7t+1mLAaNJhtU/+3DvdFrZdVk08luKam1djMA4JwWcfPU5TXR9FZS42bi3n0J5WVm8o5uF7DrLpwjI2XTi5GF/sFBcXL5nK6kvCabmxsZHy8qV9050p/L1RDu9r4+lHjp12ZfHFwhf+82osVk3wnAmiJ1+n46/f5IUN5/NAeOLM3besvp6rqy/BbXFNuj0lnUJRZESDCTmVIrB3H5aiIsxFhQiCQIO/mQeOPcmrLXtISEluv+m/ybK6x92WrMj862Pfpj7QzGcu/BAXlm4aYWEJnTjJ/i/+65ROyqMR9DoEvQE5HseUn4cpJwdFgU53NYf73RRYEuQZoxhfeRDGq8IuCBRccxWOFSvQOx1EG5voef5FIvUTFzs11VTSnWOmJdJFYljOo4KyGjqaxq8WP4Aru4j+xGb6+vQM9+ssLnPT2hSY0bEvNgRRYP2mEm582zrEGfjuxaJJfnXbi6zdVMza84r58befZtX6Qmpq86hZmYcoCFOKqaVAd3c3VqsVm802302ZDks3SquzsxOn06lZd2ZJV3uQ393+CtHw0nRoLK3w8IFPbZ/vZixZ0qE+0oFOxOxiDgaa+PbzP0EQBC4s3YRZb0JAYHl2JZdVbRtaJ9hLrOkQ6f4epHAfciI6mFU4fPhFkCVMxcvp2hUk2tyBtayUojfcSP5VVw5tQ5Z4uWk3m4vXYTFMPJbWGuzgj/v/wRVV20c4Pw/gf30PqUA/PS+8gH/PPio/9AH0Niutf/8H0aZmDC4nNZ/+JABNf/orotFAuK4eJZ1GZzYjRdR8OeKGbTweWj7CCnOZuwFx19OzO8GjSG1dy8GgKiyLKpfT29lCIjp5ok2bM5v2wCWk02P918wWPZ4cG+I4xXOXEjPNiPzso8d59jHVIX/j1jJsDhMbLyjD5Tn3vjeLyLCwNAVPIpGgr6+PwsLCqRfWmJIXnjzJUw9NL+3/YiErx8qylflcdt2KwcRjGmeeJ/Y9Rp4rj3UVG0ZMl5Nxkt1NBHc/SvjAM9PaVu9JO8k+NVfU2v/+L5yrVk6xxuTE0wnM+omHcuVUCjGTw0tOp1URptMRTcewG220P/wIdbf/YvyVN17Ck8HqkdMUhfOz+3C+dt+s2j0c8fy1NDoVRJ2erpa6aa2j0xtJ6K8jGFSfA6NJj9NtJhxKoNeJZOXaaKrro6wqa9BfZSmy/YoaLr9uxbSc5hVF4cj+dh79xyFcWVY+eA53mpLJJL29vYvhe7s0w9I7OjoWi+JcFBiMOkoqPCiygk4v0tLoX7TDXNm5NtafX8r2y6q18POzjJRI4LrtLmKpNHU7LgZZxlZdhcEmEXzpj8ix0Iy2Z3BYBgVP385dsxY8e9sP4Y/1c7Kvge1l57OxaM2I+eKwhKVROcEde+5GlmU+tuVWdeIkQ18p3ThCShBIz3FAbFoU6GmfftFfUafDbLXR3TPkm5Jf6KC5YaigbjiUAKCpro/8Qged7TO7TouFF588SSSY4Pq3rJkygEEQBFatL6LxVC+H9rVPuuxSx2g0IooisVhs0Y6oLFrB09fXR3Z29tQLakybaDhJS4MfQQCbw4TFYiA7z0ZrUwApvXiEz4WXVnHlDSs1oTNPtNx5N8le1ULQfv+Dg9PtyypxeGb2EdV7iom8pjrvGrOyyLtsx6zbt7V047SXtRtt3LzyagpsuYOZoNPRGI6VtYSOjLSGGssrOZIa3xk7P9I4B/W/h5CFmT2PJoudnsgOhnd+W5oCZOfZ6O0aW4rFYFy0n4ZpsXdnM/F4ire9f/O0lr/02hVULc+desElTn5+Pk1NTZSVlU298AJk0d7V4XB40Z70hcpAeYVV64u46W3r2PVSI088cASz1UBxmQMpLSPLCpIkY7YYiEdT6AwiPZ1hUsn5j/IorfBw1RtWUVLume+mnJNIsRit995P6z33jjs/1taF3T1ukNGEBJuHLCOCQU8qePatDiXDcvkoskz3c88Tbxvq7euzsuipuYTdvW4Ij39wR0y1LDcdRk4k5qRNtv74JIb7sTiyV9N6YqSVSZEVUkkJd5aVQN9I/59YLInbYyHgXzo5WEbj740iy8q0nJgtViMr1hSchVYtfDweD36/H49n8b1nF6XgaW1tpWhYOKfG3GB3qub4ojI3RpN+sBBePJqadEy/oNhJR+vch/XOhG2XVXP59bUzisDQmDu6nn6G+l/9hnRo4rpsUiSCYC6BxNTVuwdwVlgJntChpCQSnV0c/sY3qXj/rbjXr8fg8aCzmKfli5GORBB0OnTmKZIETUHw6DEUpw2lKQ2CQGLbGu4sS5O/NxuEiYe6GoNmlFVvYaV0Aunw6yjp2XUQpLYuTGVGEtL0ggwSKQfjKaRgII4n24qoE0YMX+t04riWn6VEPJaipytMXsHSK5J5JnE4HDQ1NWmC52yQTCYRRRG9ftE1fcHjdKkfA0NmXFs/zWzEHa1BCkqcdLTMj+ipXVvAlTfOzq9D4/QJnzzFidt+PBhhNRE6q5W05JzRSyfdc4ySq1bQ8vhJlJSEnEjQ9fRz1P3slwDonU6ytpxPwbVX41hWM2Z9RZI4dfvP6XxMrbBuKS2h5hMfx1E7PafV0UTq6ji60sXrq6vIko3sM3TiFoxsX9dFd6eN420m0vL4z01TyEQTa9i0sQj3a+NbwaZLur+fWus69ocaJowsEUQRT14lir6Knt6JfS4cTjP+3pEWnq72EKWVHno6w8SiS7P8TL8/xu3/+yyf+NKlZOfa57s5i4rCwkLa2toWneFh0amGjo4ObSjrDFFWlc15W0p5+ZlTnHdB6YzSpBszY/5mi568QifRSJKeWVRhr1qey8p1BcRjKSLhJCaTnr07m9VU8aNYvX5xPXRLja6nnplU7NhryrEXgRBvhPThGW8/3XOMvO21dL/aiK2slNCxobpd6WCQrieexL97N5t++mN0o5wpQ8dPDIodgFhzCwe+9BVEk4nsbRfiXKlWt3asWIG1vGxQBAX27iPW1o59WQ326ioEUURRFPyv70FZbqFZCJM0WvivkAN9RwPILZQCm4s9dDvO59lTBUQT4zvE7u71cIUojJ+bZwaIr+7ngtplvCKOX8pD57yBk01T54iRJ3DCbq73ozeIlFVlEeiLYjYb6OoMLfDY3ZnT2hTQBM8MMWQc+9Pp9KIyPiyelgKRSGSxJD5alIiiwGXX1/K9rz/OySNdlFdnYzSpKdSnoqXRT1lVFqH+OE11fej0IiaznkR8/HXdWRYuv66W8upsEKDpVB/RSJJH/nEQURRZua5gTAbTVesLOX64k1Xri/j7H14fSpamjWLNK32vvTbhPNFkwl4kIcSnP4w1HkabjK2ifIyj8AApf4CdH/wozpUr8GzaRNbWCzBlZ2HKGVs7CUBOJEh0dXHq6WeG9pGdTdaWzcQ7uwi8vgdQrVKiwYC1vAw5mUROpkhIOtBDpxTjdXchW9qHBIMc8ZMdeYxb8rI4qLuc1xvGHy5JbboCw84nxp03ExIuC0zg1hSNTl02Ir/QQcskeXfSKVnNMlzqoq25H4fLjNNlPu1EhUaTDofTjN6gQ5ZkumfRKZoLzBaDln39NCkqKqK5uXlR1a9cVIKnr69vUZ3cxUZPV5jXnlezvLY2BVixpoCr37CSx+8/MqFwGUCWlBF+PlJapqDIOebFaHea2LCllO2X1Qw6SQOsPk+10qzeUIROL6LTj1UxuQUOcjPj7ZdfX8vvb38FYIzDpcbZxZSfT6K7Z8z07PNXYhBPzlrsAEjBVtLhrMmXiUbx796Df/ce6n/1G3Iu2j7CGjQVyd5eOh5+dMw2JaB//wEArBUVdNmBOBSJFsrTjGvdkiN9rOJuqtds5cETy0dYe4rLPXQ68rn8a9sxGkQijU3U/+JX027nIIJAxJlDlk0k0t+F1ZGNqDOiM9iIpQppapq6JzC8hMLE+4H2FrU2V6g/Tqg/jsVqwOEy0zWD0HWn24woCPR2q75B2bk29HoRBfV9MR8sW5VHTe3SqQZ+tjEYDCSTSYzGxSEaF43gCYfD2O2a2fFMkoin2LdL/TidOtbNZdetYOPWck4d6+bI/o4Zb08eZbLfclEFV960Er1+4pfsdNO0D19ueC4RjbNLpLGJaFOz+kMQcK6sxuQxoheDKPEjzDB6ekKURAS9dfrFgRVJovvZ5yZdRk5Oz+HXlJuDIiske3uJNTezXigmy5THVe290Ldv8nXbXuGW/BM0WbYRTRmQFJGEkuLkSSPOd12DyazHtXYNoaNHZ17EVFFwvPAyzSveTHv4PJhhDWCXxzIoZCbfDxSUuBBFgbbmAIoCsWiKWDSF1WYkJ99OJJQg4I8hpWWsNiMms8i2K4rx9yZoPNlPoC+JTifg7x0akh4QPrn5dixWI031Zz/ZYVHJ5CVONCanoKBgUVl5Fo3g8fv9i+akLlaKyzx86J8v4sG79tPc4OfYwU5q1xawcWs5Jw53kZ5hL2z4y7SozM01b1x9Wo6i43F4WBKw6TpXa8wt3c8+T90vf006GMReU4GjIALJkwwknJmjSz2I0Tm7CKvRxDvH930ZTaK7h6ytF9DX24t9WQ0lTSeo7e+a9n7kcC8l4ftHTFtbvY6eXUaKL7oKgOqP/xORunpirW3TPwBAjsVYeeAvrFq7hcfDtdNaJ6/QgcGoIxFPI00zsejAs+x0m3FnWenuCBGLpohGkiMsu6JOQBAULr2hFEGXosCmp6Asm46mNC89OdLSJ4gCxaUuIuEETfV9lFVmnXXRk1+sCZ7ZYjQaSSQSmEwLvxD1ovhSBINBHA4tdPBskFfg4F0f2YLDZSbgV4eKqpbnkFd4euffnak5s3xV/pyJHYCiUvfg3wMRJoqiIMvyhE6YGrNHTqfpfeVV6n7+S45/7wekg2pkniXXCsnuM7rvdGxuo4WkyPSHQkNHjlB4w3V4Np6HY/3lIMzu1anr2E/yhV8Rb1MLfuptNlZ97d8ovOkGDK6ZfYQVSULe/wp51qktVtm5Nno6w7Q2Bk4rqCAYUH30YtEUZouerFwb+YUOdJlOhywpZOXaObLXTzqhJ+QXCPkFwsGR104QICfPTktjYNDqk5iGr+BcIogCBUXTD8zQGJ/8/Hy6uqbfAZhPFoWFJxgMUlJSMt/NOGcwGvXIkjzkG6OAJ9tGW/MMbeao6erLKrNwZ81tKvLq5TmDDtUDhfz8fj+iKCJJkpaF+wygKApHv/0/+HfuHjNPV1kJJ2cegTUj5thkpEgSgsmEMo1kgKn+IFIiSeXbbkEQBASDkb4nfzfL/ado+82/kPuGT2Nfcwnm/HyqPvxBSt92C6du/wW9L78CskzWBVvIvvACup56ZtCXaAyywqbAizxsuHTS86TTi1hsRiKh2SdAjMfSxGNDIsXhNGGxGenrjrCqYzenmis4ErAjK2PboygQDY9sQyp5dgVPZU0OZosabdTX14csy+RM4OSuMTkGg4FUKjUYvbVQWfCCJxaLYZ5lsrCZkEyk0enEwR7LuUgknEBRoLtD7QEKosCb33MeAX90xpWU02mZaDTJqnVzW3BOb9Cx7bJqnnnkGGs3FgOQlaU6taZSSzNvyHyiKAodjzw6KHZcV16OacclCIkEaZsVwWRCWLUO5cnbIXKGfKqmyPNzOhjsNpLTzH7c9eRTFN14PbbKClwXvIFERx2RQy/Mug3d9/0Q0WjGsux8RFHE4HRS+8XPk47GSPb0YC0rpf/IUao/9lFe/+Q/j1vLK7jlDezszZpSFHa1hyir9MyJ4BlNKJggFEwAMimXnYKdd2PbchMHQx5EIJoSkDODCg6XmVB/fMT6ou7svXMFUWDrjsrB393d3ZjNZk3wnCYFBQW0tLQseMPEgv+q9/T0nNWbMBSMo6BMKxR7qWJ3mnn/J7YRCsY5dlB1VhYEgevetAa9Yea3zBXX105ZpO90OH97OTe/cwO1a9WU79FolHg8vuB7GYuR+l/9drBCuLGiHOuVV4DFDB43OoMBWVGICGaS13wO3dqr5nz/iiIQbZl7s7k4k86UonDSdztyKoUgCORc9UH07rmJ8Im3HKWtrY3+/iErqt5qwVpWSiwWo89owFJcxJpvfI3qT3yMwptuxLlmNcZsVeTvD3qwOUzk5NkpKHZSuSyHTReWjUntAKqTf1nlmcySKzKQrMfx2v1ceOR3XHDkd1yj2zV0bON0KFOJs1SeRoA3vH39YHRWOp0mlbmmGrNDOQOdkrlkQVt4ZFlGFM+uJhtIQHX0SDt5hU6ycs7NvD85+Xa2X1bNC0+dHKwhU1Tq5sobV/LIPYemvR2rzciyVdOPrpkJFquR9ZuHehSxWAxBEM6qRfBcQJEkOh56ePC35403E5XSII3tFKQlmVDVRdjLz0N+4naIz032bUFQyFpbSOfzMx9WnQydcWaOluHjJ2j52z2UveNt6Gwu8t74Odp++6VZt6P/lfvQF60nPSpxYiKRoKGhAUMsRrSlFdfaNbjWjqzuno7H2SIaJgwxLy5zc99f1Wgys8WATi8SCSfV/FVn6Pt0JF3CWpsNKaJGYumsVuodqyCg5v4xWQxjsjvbHEYcLtOkeYFmi6gTeOM7N7DmvOLBaTqdblE43C50ioqKaG9vX9DZlxe0hWc+U1fXri3E7jQNhmmfi1StyOXaN64eMW3j1jKc7ukLipqVeWetvpXL5cJimVtfIQ3oeOwJFEntfdu2nI9cOLmAdUQ6kZ+/A53VjjFvrIXhdBFTjdiXVaKfw/QUgmHmfb7mv9xJ78uvAmAqqsZas2lO2pL6x3+T2vsQ4XAYv99PIBCgqakJSZJIn6zj6H9/h3Bd/ZhetN5snjSfzvrzS9i6o4ry6mw1c3kooYaEn8HOeHvEiK5gqDMiWix4xAiVzjh6o27c2nxtzf20NAYoq8rCaBr/eJwuMyUVbgqKnZRVZqHTTafwpwGn28wNt6zlo5+9eITYAdV6XVJSoomeWSKK4oIPGBGmMEHNq31qIYwJnjrWTWGJS8vGOYxH/3GIVzMJCqfiHR86n+VzYOFRFIVwOEw4HCaZTCLLMjqdDofDgdvt1szRZ4j2hx+l7vafA5D9nnchrapFp9ORTk885GuP9yI/+sPB3+bSlSTaT6Gkp5f3Zkp0VgLNLmIt7VMvOwWOlbUTZm+eDEtJCef9+AeD913k6Ct0/u3/mPUr02wncd2/II36cER//FNS7erwst7hIPeSi6n88AcQZmABj4bVTOYH98ws9P10KXYkqN3zJwBKbnkz0aZmwn1B9pdeR+sUARC5+fbBLMz5RU4MRh0t4+Tbyi1w0N0xcfLD7FwbN79zg7qNKYbVFUXR3iOzZMCtYMCfcp6Y8CIu2CGtvr6+ea/GqigKd92xiwsvrWbH1cvntS0LiZmEqM/F+0OSJDo6OlAUhdzcXARBoK2tjWg0SjAYJBAIoNfryc3N1Yaz5pBUKETDb+4AQDCbkFbVYjabURRlUsGjGK0jfsebj6BzZCNabKS6mmbdLrF0Ba4bb8IRjpM8eIjA/Q8iOp3kfOh9KGmJvj/9Gal3eo7TMxEMw0n1B4h3dGIpVId7bbVbcZx3JaE9j5/W9gaJh7EeehjK1iFbPaT1FlCgf1jOoHQoRPuDDyElElR+6P3ordZJNjiE1W7kze/ZiMVqZOeLDbNr5zRoDZnYcvnVCN1t5F52Keb8PPZ/8V/JoY9WphYfxWVuRFFAkhR6u8I4nKaMU/QQvd1hiktdrFxXiMNtof5ED3tfa2bj1jKWrcxj2ar8aVuYNbEze6xWK37/wk0Eu2AFTzQanW+VSDKR5sZb1rFqw8Idk5wPerqmn7+jtTHAspVTW3iikSR1x7vpbA8higIGg46LrlCrX4uiSEFBATrd0EuyoqICRVEIBAKEw2GCwSChUIiKigqs0/wAaExO6Ogx5EwEk/PiiwbzHCWmiGqS9aYxXSwp1IsU6sVUupLkaVp7BGcuwiXvJ6zLDGnZbbB1C3mbNqKz24gOtPXzn8XQ04v/z38dtIrMNelQmH2f/X/UfOoT5Gy/EADHhjkQPIB0/CU4/hLAoCwounwVbU+MDPvveuppyt759mkLngFsjjM7dJOTZ+eKG2rJybfjcltGBCwUvfFm9j/TAUw+9NzTpfr+lFZmIUlpYtEUuQWOwUSJ0Yh6/wgIbL+ihtq1ahRoWWUW+3e3sP3yGjzZ2ntgPhAEYV78b6fDghQ8C2Uc0GQ2sGZj8dQLnkP0+2Psfrlx2suPdkwcj862IL/8wQtI0tB137BlKKu2IAgjxM7w6R6PB4/HQ0tLC4FAgPr6eux2OyUlJeOuozE9Et3dHP/uDxBMRkS7A/3ll5Ke5ktMFnQT9t8TGWuPzmIn2TW9+0gRdegvfi+RrKpx3w0Jgx7DsOmyopDIzsL2KS/G/iD9f72LRMME+xLAmJujhrwrgCKjZEqiKIoMsqL6zCgKiiKjSLL6tywjJZMc//5tuNauxuB0YvDkc8Y8gccxPhTdeD2mnJnnm7rkqmV4siw8cPcBzBYD2y+rZueLDYOlHuaCgUCH0eRevB1H3atwsHfKbWTn2ggGovT71fD1gaErQQRPthV/b5StOyoHxQ6ouYCuunElrU1+TfDME4WFhbS1tVFcvPC+nQtS8CzUk6Wh5s9wOM3Tfjke2NPKxVctIydvYkfTQ3vbRoid8uosbrxl7YzaVVJSgsPhoLm5mVAoxJEjR/B4PNp9dJpIVitZ//FVFIZM/UaY0roDkEaYdMBiwNpjLl1JoqMOJTXxNsWCGtLbbiUkMW7+mQFSqRRms5l4fCi3i6IoJJwOzB/5IK5ojNA99xE7PNJKokgyyXEKn04XRZKINDTiXrcWncWB64Ib6X/1/qlXnCHx3pE5a2xVlZS/9z2nvb21m0pYc14xsqKg04mEwwleeOLkbJuJxWrgyptWTjhfEEVuunUL+r8f5NDe9nHTfzicJjw5Nprq+8jOtWE06UgOC1l3DCsxsvWSqsG/FVnhVz98kfaWftxZFlauK0R3FnP7aKgIgrBgw9MXpODRnMcWLqIo8M4Pb+GeP+2ZXhJCBU4e6ZpQ8HR3htj10sjed+3awhknIVMUBbPZzPLly5FlGUVRMBqNKIpCZ2fnoIlVlmXcbrc27DUFVpsNt8dzWinjJUlGQURgckttvPkIek8h6UAnKCOXVQD9tncSyVuJPM16T5MlnExYLRjf/XYcqRSRBx4msms3iMJg9NlskGJDBTGzLnsPgtFC4IW7xxzT6aLPKqPn5SEfHlNeLuu/97+zfkcKooAuYzrKL5x9iYVV6wu54Za1WKyTB3jo9Tpuett6dDpxzLMPqGInE8XV2xXB5TGPEDyyrODymAgGYoTDicEhOkEUiGfKj9SuPT2xk06n8fv9WCwWLBaLZiU+TSwWC7FYbMFFzS64KC1Jkujs7FzQsfwaamX1P/3itWlVKtcbRFasLuDy61egN+jobAvS1R6iub6PE0e6Bquq6w0CVquRj3z2kjn1M4hGo9TV1WE0Gkkmk4iiiMfjITc3F71+QWr+BYHf76e1tfW01rU993MU//TWFe0eDM5sEm0nUQBd+XrkDTcRZWYJJAeu73QwyTKBn/2SZMvpHd9wCq67huqPfXTEtPCh5+n6xw9Oe5s6mwfFWIT/cCfR5pEWKNFsZuuffocwhx9jf2+EH33r6dNePzvXxkc/d8mk4fGjSaUk7vjJSyNK1ugNIna7iYB/SEQ6XCZC/aoV0Gw1kJNro72ln+w8O6mkxHs/fuFgeZmerjDN9X2s21xyWoInEolQX69GoFZXVy+4D/ZiorW1db4s7BP2BBac4GltbaWoqEiz8CwS/L1Rnn30GPt3T/3hMJn1JOIjTdjubAuiIGC26tl6aT7lVSU4HDNL9ihJEo2Njeh0OnJycrDZ1PU7OlSHVZ1ORzAYJJFIYLfb0ev1KIqC1WrF4/HQ3d2NJElkZWVhNGrpBwYIhUI0Nk7fX2s49gP3I9ftmnrBDHpPPjqLk+jWW0lM06IzmoFe5XRJ3X0P0T17T2tfw9Hb7Wz6xe3orUMfR0VRaP3l50hOIypNMNmIZa8lKLvpjdppD5ook3uw7Xp0zLKeTeex/POfRW+b+4Sov/7hi7Q0zjzCxmTW8/5PbCP/NApxdrQF+fl3nxsxrbQyi+ZRVdPLKrPo7Q4jiALhYIL8Igd9PVHyCx0kkxLv/8S2wbpYsyEWi3Hq1CkAHA4H5eVzl0fqXGMhCp4FN8CpDWctLjzZVm5+5wZuuGUtdufkVpnRYsflthCPpunriVJa6UBvUrDbZz7UpNPpKC0tJScnZ0TysIKCAgoKCsjNzaWyspLS0lLKysooKiqiuLh4MO2B3W7H6XRq1p5RzOZ8CM7cGS2f9neSaDuBNPG7aup9zvC9oXfOTaXsdDjM3k9/huDRYyPaknPDJ0Cc/BwKnlLu8b+Fuw+u5LHDhexucNDWZ+SwXIFsHPJVEXQ68q64nJK33nJGxA4wWJNuJjicJt7zT1tPS+wAFBQ5RzoXC9Da6KeodGTF+Kb6PiLhJOFMWHpnW4j8QictjQHMFgN3/243Unr2Q4jD3x+TpV7QmBq9Xr/g6houKMGzUB2dNCZHEAQ2XVjOp758Oe/88BYqaqYXORIMxgZfdtn5Zmw222mLXYPBgM1mm/AjLYoiDsf4+YMsFgtWq3VBhlHOJ7N6WdnmN6XEdBDtcyMc9C4nprw8Ttz2Y+Rh58xcVEPRrf8BQF/hlfQUXEN73g1Eii4mVbgZ0ZHD3tSFhONjh4GCwSSBLTcDYMzOJmvLZpZ9+hM4V9bOSZvHY+W6gkn6xuPzhndsoLjMPav9plKqf45OJ3LLrRtZtiqPzrYg2bmTX59kUkKnE2iq6yOdlvnF95+ntWl2OWCCweDgO0hzq5gd+fn5dA7LH7UQWFBd2o6ODgoL57aqtsbZw2DQsWxlHjW1uTQ3+Nm3s5l+f4wN55dSWplF3fFunnjgCLFoisJSF3qdOOhkiCLicmYTi8UwGAyD0UCCIGCxWDSr3zwQDKp1sPR6/cx7u1bX1MuMxmSbVUH0mXaYRNvcOK5bCgoIHlKjv7qefJqCa68enGcuqcV+wZt46AU7faGB1+1AwdE1TKgwBLAsX8mqK/4N94b1p50gcSbYnWbKq7JoPDW27MOIpglqXb0LLq6katnsCztv3lZBS6OfHVcvp7jMTW6Bg2MHO7HajZNGg3a1BykodtHR2k9TXR9lVVn8/vZXeJ93G4Ulp3H/oSbOG7iPNIvv7Flo7+0FdUUHygVoLG4EQaCsMouyypG9/PMuKCO/yMkdvpfo646MGOJqaw5hczYiyWOjZlwuF0VFRdq9cZYZeB7T6TRGoxFRFEeEfU+GZJ25hUe8/KNjSipMF6vVSjQ6dc6n4QhzFKmXDg8l4ux47HHyLr8UcZgvWF/+lfSFxvNnmvhjUFjs4sqbZ5aaYS648sZV/ObHL04aGVdTm8c7P7xlzvZ5yVXLRvzOybOTW+Cgp3PqBKcdrf3oDSLplEwsmiKZkHj47wf54Ke3n1ZbjEYjxcXF9PX10d/fT3a2aq1eaB9ujdNjQQkejaVPUambN717I3f9dugDkJ1vpWqleYzYMRgMGAwGUqkUkUgE5xz5XGhMzUD26gEGop9MJhPJZBKrFCVlsKGX4uj620aFNygonacmDEpXyKTnE/XoN90EZgeK1U3ckgXSzAXPTMWOKIok7rybSOvsa3EJRiOx9qHtRE7VceAr/87yz34aS2ZIZCbfypx8O6vXF7F52/w4yxaXubn6Dat45J5DEy90hr/9giCwYk0+TXV94xYZzc6zsGpDLnaXgXhUYveL7ey4rpR4VObxe0O0NPrpag+Sd5qh9h6Ph1AoRFdXFz09PQiCQHZ2Njk5s7dmnWu43W78fv+8l4kaYMEIHkmSNB+Kc4TaNQW8+6NbOXawnVQ6xbI1FowmNWdOPB5Hp9NhNBpJp9NEo1FEUdTCQ88i6XR6wnD0VCqFPdKB9Lhv8OUx3Uw2upWXkK69jCR6LKJMQhGJDRc4pyF2QH13zAR9Ryf+PftOa1+jES1mwm43ktXI3gsLsaUEPP0pun76PdZsu5LC666lpjYPi9VALDqxT1ROvp233LpxTvLhzJbzt1Xw8jN19PvHj3hrPNWLlJbR6c/c+3rjBWW89PQpCkuctLcER8y77MZSZCUJSFjscNWbi1CUNAYzlFW5aKrrZ8+rzVzzxtWnte+BHF7FxcVYLBaCwSA9PT24XC4MhtlHgp1L2Gw2AoGAJnhG09HRoTmJnUNULc+hankOsiwTDocJBALodDokSUKW5RHhxQ6HQ3vRnEX0ej05OTm0t7cP+jEM+PDIsgw9MwtVVwD9jg8Q9lRmyjbIJPVGUuPkzNGJOkBEVtLT9smZ6VCndBrJFCciatXz8+0gkEKJZ86LHVgDVwT3cu2dYcrfdgtrNxXz2vMNY9Zfua6ADVtKKa3ImpOw6rlAEAVq1xbw6nP1485PJiS6OkKn7SczHdxZVq64vpYjBzpweSx89HMX8/1vPEE6JSOI0giVPfw+yS2w0lTXT9ckFdSnQhAEXC4XfX19uFwucnJycDqdxONxQqGQFtG5iFlQV00bJz33EEURp9OJ0+lEkiTq6urGRAdpvjtnH7PZPMJZ3GAwDIrQVOX5CAeeQEhPXWZCd+XHkGw5hDAw3CM5mUyOGYrS6fT87dcnkWUwW/VccWM5FruI9P/bu+8gR/LrTvDf9AnvCqgqoHxVm+nu6enxHMeh1VCihqToJIqUuKJEGWpX2tVpV7qLC5kIrWL34i5WWkkXa8TVxmpXlCNPpESKopM4HHIsZ6bHdE+78lVAFbxHJtLcH2hkF7qAKqAcTL1PBIPTKCTw6y4g8+Xv937vaQDDVcEwDDSFR6moQbJxkG0sXn8xhQtvEbe1ldiJcqP5hXwvkneOAYjBbFKy7JtYQpVl8P6//GuMTj9oPX7q3DAee9cJeLy2Q2/kuVenz7UOeI7KcNiDp795HYLIwWYX8ZO/8BAyqRJgVABsn31iWQ7ZTO0zWW8uulc2mw2jo6PWyoMoihBFEdFoFBsbG9Sypk/1TMBDwQ7hOA7T09O4fv16w64gr9e759c0TRPP/NM8TNPEw2+fRbVapeKCbeA4ruE7yTAM7HY7dF2vVUMOjMPcqFVGZiQHoGzfTcO4hlBwhlvO1FQqFdhsNlSr1VpJ/7hutcuqlDR8+S9vWM/1+CTwAovk5vYLncMl4PRd7U2ZMwwDYTi0+xNbHW+zwawHfk4ZL06YwA7pQ0/pi3h0/EEEA1V87Gfuh9dnhz/o6PkeT5OzAZw6O4wrb2zfVmyzCxiJHP7S23C4VkZicqaWODw26cPYpA+qquLatWsNnytdFfDVLy6iVKjdLNkde/+O67oOjuPAsizK5TKWl5cRDodht9utm7Fe7QbeixwOBwqFApzO1v0Ujwr9xkhP4Xkek5OTVgEwjuMgy/IuR22XjBewspjGf//D70E3FZy9ZwSqqmJ5eRmZTIZqPu1CkiTwPI9SqYRSqQRd11EqlaAoChRFgfrIJ8G+93+D+cHfRvW9vw6IjTueTEGC9u5f2vHf2TAMKIoClmUhyzI211tvQc6mlabBDgB8/7tRZFNKWxcg0zQhPnDfrs9rJvQrv4zgL/2i9efv/eg5LJR2rjPy5NQ7wbuHILndOHHHMIIjrm3BjmmaqGgqbqSW8OevfQn/z3f/y57Gd9De+5HzcDaZgdJ140huUB1OCWNTPjicjcGLKIoYHh62/syxAvLZqhXszJwcwkc+ee+e3tMwjIb+cYIgQJZl5HI5JJNJ+Hw+uN1uCnY64PV6kc1md3/iEeiJGZ5yubynixoZTLIsWzM8giCgUqm03exz4XoCX/yzV5DPVWCawDufnEIwzCOfT2N1tfalW11dRblcxvDwcC0nBbdqbqiqaiXBchyHUqm0rxmmfsUwDMbHx5HP5xGPx7e1bKjqBqq8+2YuhQH59GPQX73VCoE/+TDyW7Y2i6JoXSTr3ZQZhqkFTzdzefaaBHvnfSFIdgMsy1m/zx3ZbHA9+jDyT3+vszdiWeDm8mp5IohXyru3jVgtxjDhGMU/Xn4e7z79VpwOzgEASmoZ6/kNPLv6Ml6LXYYJYDGzAgC4L3JXZ+M6JE6XhIfePouvf6mxw7yq6Kiqekd9s/aKY1lEJrfP3gUCAdhsNiwvpPBX/+2itUvwXT98Bx5628yeA7JsNguP51ZuEs/zGBsbw7Vr1+DxeOB0OqGqKnUE6FM9EfCk02lKWCYNJEmCruuoVCqIRqOYnp5u667qqa9dRS5by+VweUR4hmp3GLfndySTSSSTSQC1PKJgMAjTNK27O7/fD4fDgWKxeCwDHqAWmLjdbpimiZWVlR2fq8/cDyxfBCs5wYyeBDMy2/DzarXaMNtTD2C3PuZwdp60K0gcTt3lhGEY1s6+ndTzhmxPvBuFF74PU1HgeuxRmJqGwjPPNjyXkSRI4xFUrs/D8+53QvF5awmtP/gD+NzoElDZvarvy/E38HryChyiHS9953XcPXoO11OLiBXiDc8bc98quDrl7Z38kHseHMc/ffUKquqtLOFP/NxbwHFHc7GvVnWrMehWDMPA4XDgjnMOnDm/iUsXo7jv4Uk8/PbZJq/SnkqlAk3Ttu0oMk0THMchEAiAYRiIooiVlRWEw2FKXu4z9NsiPYdhGExPT0PXdcRiMeTzeaytrWFsbAwMw6BUKln1MVwulxWQXH41irXljPU6dz80AqB2l7ZTsGQYxrYS6KlUCqlUCsFgZz2hBpHb7cbo6Cii0ShkWbZmUbZ2JjdlN8qP/0LDcVuTnjVNa3i+YRioVCpWnSWWZXHjcrLjsV14YBgMw0CSpF1bYWxNvFZYFvYLd6Fy/Rq4H/wBMAA8Lic4jwelixeh5fLw//ynoYoi3Pk8NLcbumHANE3wj7wFm5deaXuMVUODS3RioxjH08svNH3O1hpUZ0On2n7twybJAs5eCOOV52sBr80uIDzuwcbmBiRJgt9/uC1ENqM5fPPLb+Kxd53AzMnmdXAYhsEDj03hifftbRs6UPs85vP5prV2eJ7H7OwsNK22c3BxcRGlUgm5XO7Q//7kYFHAQ3oSwzDgeR7BYBCFQgHZbBalUgk8z6NSqViVl5eXl5FKFHDl1Qxe+O5iw2s89dVlfOSnT2B9fX3P40gkEvD7/cd6W3y98JqmaUilUtaS39bu5M12SG1dBru9jlJ9Zqce8Cy8WUZ0tfOtxFMnHdD1KiRJstqRbFUvXlkfz9YZJVNV4X3ySWjmzT1Wjz8GHYB04TwkAEptoFCcTmDLUpnBd/5ZWMmtI2j3Y8gRQDS/gUylsbaMU6z1jbIJMub8Ux2//mF69J1zuPHmJkwAv/hrb4MkCyhHy0gmk5Blue3l5k6ZpgldN7F0I4lSQcHP/+vHmy4jPfnR8xBEbt9LTENDQ01fwzAMRKNRZLNZ8DxvBe7FYpECng70wjJgTwQ83f5HIL1LkiTMzs7CNE0kEglr+bM+7SzLMvK54rZgpy6b0uH07v3963d0sixjdHT0WE9hOxwOxOO3lmI4jrOWiCRJ2nFb+O3f8Xqyct0bL8dvP2RX7/7ANHSjNqtTKpW2bXNnWdbKw2pG+PCPQLTboXVSpZnj8EL2tY7HCgDxUgrxUq1y8KR3DDZeQqqcxZDdh0vxawCAh8fvg8T31i5C/5ADn/zFh5FOliDJtWCvHvTGYjFMT08fyjmcYRj87K88hq996RIuXYxiM5ZvWphRlPb/ndxpBjifz6NcLmNkZASlUskKeDptZXKc+f1+pNPprgeIPZFqTjtmyE4EQYAoigiHw4hEIg11eWyyG3/759dbHlsudtj0sgld15HNZrG4uHisP6sOhwMOR20mQhRFFAoFlEolq8/WTm7PrWEYpr0E4xbsDh6eQONFVtd1a8bBbreDYZhda/PUA6X2mRhzjOxhxI2WMqt4M3EDTtGOy/Fbn9/3nHh83699GPxDDsyeurW8W99FWd/Bd1jcXht+5ON3wxew42tfvARV2f/3uZl0Ot3y8yhJEmZmZhpmegOBAFwu16GMZRBtnQ3upp4IeAhpl9frbeipFY4EMRppXfH1O19bxlf+YhVf+JNFvPhUuuPtpFuXYiqVCpLJ5LENehiGweTkJIaHhxtmuuq7VloRBKEhfwfYfpOjKrtfNHmBwQ9/bA73PTqKt//w1LYLVL256dat9O3oJOgxdAPDjB8/depDbT1/JxH3CFazUato4Z3DpzHpHdv36x6Fek2V+izaYeI4Fh/6iXtw+oIHf/Tvv4Vnvn3jQL+DxWIRa2triMViTX8uy7J13vB4PFa5hq1b40l/YHb54Bz6mT2Xy4Fl2Z4oSkT60//3Zy/jte837/10u7kzfjhdIgzDxMk73TDMnRNd6+0utvL5fPD7/dYMgiRJkGX5WC3NVioVLC0tWYnCdrt9W45MXasqyA6HA4IggOd5zF+u1eBZW07j8qvbLzyynceTPz4FXW9+h98qh6cTnVRrBoBXilfwpcVv7Om9hux+lLUKiuqtZZHffdevYS4wtafXO2qmaSKTycDpdB5Zftv8/DwKuSo4HnB77NYmhv1QFAULCwvWDKTb7Ybf79/xemQYBkqlEl2zOrS+vn5Uu7Fbfii6npBQKBRoSzrZl3gHfXOuX6rlUDhcAk6ed+wa0ouiBEVVYWy50FYqFdy4casKMMeysH/vT+AYPw3/4z8GVnZ09hfoQ7Is48SJE4hGo0in001zaOoqlQp4nrcuKna7HT6fDx6Px7pzHrm5SmQaJv7iT17E1UuNu+YefsdYy2AH2H/7kXoyfCed1++1z+JN+yVcLXWWFO8SHTBNsyHYeXTi/r4JdoDabN9hNISMRqMoFAoQBMEKPuoEQQDLl2CiVi/HZrPtq4N5Pp9HIpFoWG7N5XKw2+07BjN0g743vTAz3vWAh5D9cnlkxNZyuz9xi4kZz645JAzDYCVewcX5HN55vnaCa5aca1PS0DfmkduYR3nxVYx+7DfAuwOd/SX6EMuyCIfDsNlsVv0iSZLg8/ngdDqtYoPlchmqqqJcLsPpdMLpdLa8M2dYBu9472ksXE9YtV8ik14ER0VUtdb9kVr9Lnmet8oSbJ2Bqi9T1LfE12eH6gnY9aTqVq8rAkj+X7+PB86MYOmECEXfuXeTyAmY8o4jW8mhoJaQLN+q4ROw+fCpe350x+OPi2AwiHw+j0KhgEKh0BBYDQ0NNVTszWazew54SqWS9ZmtfxYMw4AgCF1PrCWHhwIe0vf20pcoulLAmXtdDXcdqVJtlsAusXh1IY9vvbSB7M2k53dd8ME0quA4btudSlX2ggUDBiaqiVV8+W+/jbe9/73wOHuzMeRBYhgGfr8fXq8XmqZBEIRtwUw9ibjdAo6hERd++pcfRbGgYGLKD45nkcvlsLKysmNfrmZLUltr77AsC0mSwLLsjrM4W4OdbQ1OWRZ8RUHpr78AI5dD4Nkcfv5ZIH3fLL56nsfmzWKEJ+xhnF8zcT0sQLULiBbjuJqc3/ZeHMvhlx/6aTilwZ8VbAfP85iamsLS0hIURcHa2hoMw0AgEIAsyw1Ll3tdzjIMA2tra9br1JetJUnCxMTEsVqaPm66HvDQh4vsRy5bxuL1zgvWZTIVMIwA07x1Z17VDPze57fv+JqLOGFu2f58+4W1agKyIAPVMtThs/jjl1jwU+t47yPTe/gb9ad6R+mDEhpxAbi1C8btdmNychKLi4stj6k3feR5HrquNyyjAbeKHbajPrNTKpVgU1XEf/+PwHvcUJZq7STk8GjD830v3sBH3xBRngohO+HDyF+/Dk7V4H/8LvzXSOsWFD9338dxOrj36sCDSBRFzM7OYn5+3qq0rigKRkdHMTExgWvXalv4O83Z0jQNxWIR6XTaOnbrd/m45eEdtV74t+36Lq1eWNcj/ena5U382X95HpXyzonHzbjdEpjbEniCHh6PntteWdkuN+aH1JOYGVaADgFytQjGNACGwZdyZwAweP5S8x0fZO/qW6FbqVarEEURuq5D0zRUq9Vdqy+3w1AU6JmMFewAQGU9CjHU+Fnhyiqcl1cR+YfXwKkaWFnCn4Sbfw4YhsEnL3wYb5t+aN/jG0T15dJ6jlcqlUI8HockSRgZGQHDMNB1HYlEoq3XM00TV69excrKCgqFgvX41iXLbDaLXK6zpfGtr096X9dneOiDQvbC0A288PQCNjtIWOYFFm6/HaZhgpM4rCwrCI/divl5xoAkbr8HePVGFh9/+ygMvQqGYZDIGzBMHk+9Gsezl5IYshngmA9j0q3h+bXaRfnVawm8cnUTF06G9v+XJQBq24frF8D6/4uiCEVRrJkd4FbNH0mSDqY4nMNRaxx6Wz6PFByCurlDwUSGhcZsP7/5ZA8+8+BP4q6RM/sf2wCz2+2Ym5vDwsICqtUqNjc3kUqlIEkSJicnsba2hng8Dr/f37LcRL1fnqZp2/KxtlZNriuXyw1lL1rRNM36vBmGgVgshlAodKwLk+6mF671Xf/t9MI0F+kvumbgpeeWUa3qYDkGht7eF0m2CXhDUbGaqeV0XGBMfGxyGIauIVvh8K2XE3j+zVTTY//DFxbx9rtD+Mqz61ZeT12iXDvZbpRuzQRpuoH/+fdvUsBzgOq9t4DabI5xs7eVKIqoVqvbgpuDOMGKDIPN3/6324IdRhCgxDZ3OXr7+z8ycR9++p4fo5ydNomiiKGhIUSjUQC1QKP+v+npaRSLxZbHqqqKaDQKm80GVVWtJPpqtdqy91o8HrcSl+uBjCzLkGUZPM/DNE2k02nIsmzlpFUqFaRSKXAcR7V5dtAL1/quBzyEdOorn38NL99sZuhwirA7Jei6gVS89ckPAGSXBJty6yT3ykoGsS9U4HWKeHN556nsWKqCz32zdS7G7SSRw8/+yJ1tP5/sTtf1bXkb9cea7aY6iIBH+/7LQJMO7M65OeQvX9754C3vz4DBT174EH7o5Dt64sTfTzwejxXw1CmKgs3NzYZlr9vVZ/rqSetb62k1q/rLMAxOnjxpBdWxWAyKokDTNKuQpaIocLvdDQn4giA0zDCS3kW/IdJXKuUqLr92Ky+iWFBRLNSmpYMjTthsAlaWMjCN7Rc7hmdxba3Q8FgsVUEs1X6xuXZpmoGvPbeE71/ewIkJH+67g+789sM0TeTzzZcvWZaFaZrbd88dQP6OMr+w7TGG53YPdgBgy2fwp+75KN5z4m37Hs9xxPM8RkdHtwU99cKHrXb/dRqAyLJsBTv1HYft1IirzwgFAttLURiGAYZhKMjtERTwkL7y8nPLLZOU47ECHE4RYxNerCylt60oxJcyuGvUg4vRbNPjD5JumPiHZ5cAAHedGMIzr0WRLSi4/8wwHjkfhtPeWw0ie10ul9vWj6tO07Rt28c7KSDYCseyyL78CmwT42B5HmAYMBwHhmNRWY+hmt35c2RoGvyGhAdPPUzBzj4FAgEoioJUqnHJud6TrdksjyAIHfVw2loxul4LKBAIoFKpoFgswjAMhEKhpsGL3W5v6AZeKBRQLBaRyWRgGAZcLhdGR0cPvQ0H2RkFPKSvXH+zdZLoSMSN2FoOxYKK8WkfVhbS255jE47+hHPxWgJAbTfJc2/E8J++8BoePDeCz3zoLrgdFPi0w+Fw7FgIcKuDCHYAgC+WIA2HILhcyL1xqeFnjCjCffYM8levwWw1k2QY+KnEBM588If2PRZSK0qYTqcbZvJWVlYQDoebFgtkGAbhcBjLy8u7zvZ5PB6Mjd3qY5bP51EsFrGwsGAlMo+Pj7ecqbm9kahpmiiVStb7ZjIZeDweajjaZRTwkL5iswvw+m3IpBrv2oIjLiQ2by1XrSykMTbpg2EY4HgOhm5gbTmDdGX/yxz7pekGvntxHZGgE4+cD8MwTMxEPGBZmvZupb6ssbZW65nGMIxVN8UwDGu3zW5FBTuhXrwI/uad++1MVUXujUsQfD7IoSDyV65ue07w7W/Dic98Bgzd1R+I+tJRfedVXTqdhsvlAs/z2wISm80Gu93eUKG5GYfDYR1rmqY1K1Qul+HxeDA+Pt7RWF0uF1wuF9bX11EqlawyCXXlchnRaBTlchmyLCMUCu1YgZwcDAp4SF95/49dwMvPLeOrf/MGAGAo5IRk4xFbzUK/bbfW6lLjDE943IOr8b3V2TgMn//WNfzlN2oXSrdDxPm5IThsAjTdwKN3RXDv6ebT58eVz+ezOtbbbLamgY0oih01AN0Jx/LILK/AdWKu5XOq6TSq6TTsE+PQiiWoNy/GjplpnPyX/+JAxkFuCYVCyOVy24KHK1euIBKJNO3vJcsyCoUCTNNs3SpkS9HMbDaLarVWVV2WZWSzWQQCAdjt9pbj0jQNlUoFDMPAbrdb31un0wlVVRuKXpbLZczPz1uBdLlcxtLSEmRZhtPphMfjgc1m6+jfpVQqgWVZyLLc0XFHibalE9Kh9dUMXnymlhsjyTyKBaVhZqcVh0tCLlNBttK6AeVR07ckteaKKp6+eKsJ5TdfWMGFk0H80kfvRtDX2clvkI2MjDTcgd+u1Y6dvWBGh8HZZChtFLcrLa/AffaMFfCMfeRDBzYOcgvHcZiYmGgIGOpaVV4OBoMIBoOoVqtWonM2m0U+n4eiKFaQUifLMkRRtFpZFItFq6noVpVKBevr6xgdHYWiKMjlcmAYBtFoFJOTkxAEAbIso1wuQ9d1pFIp6Lre0NPt9tczTROJRAIulwuBQKBh5mknNpsNqVQKlUql7RYux1HXKy0T0q5suoy/+G8vQBA4cDyL0KgL5dLuS1R2pwj7kB0Itb5D60WvXI3jV//jU5hfO/wk637BMIyV/CmKonUXzrLsgeXu1HEOByS/H2qivdYluTcuwTE3C/e5s/A/cP+BjYM0stlsGBkZ2fb4TjMwQG1JLBgMWsdPTEwgEong5MmTDYGyLMvw+/0wTRN+vx+iKCKfz2+bHZJlGWNjY1ZNnomJCYyPj2NmZsYKUkRRhNvtxszMDBwOB7LZ7LZih1vVj8vn81hcXMTVq1exubm56+wIwzAIBAIwTbOhknQv6YXZaprhIX0jky6hUtYQXc0iNOrGZnTnKsuixEEIu/BPC0mg0N5OjV6TylXwb/7wO3jrhQgmR924/8wwwkPObg+rqxiGQSQSwdLSEnRdR6VSAc/zBxrsAIDpcKC0vNLRMcXrN3D3H/xebVcXOTSBQACiKGJ1ddWqr9NpLzdJklq2K6lvJxcEAW63G9VqFalUalt39mbvybJsQwAViUQAAFNTU8hkMiiVSshkMk2DmNuDgnqF6XK5vGtj00wmYy2tOZ3H+xzRStdneNrdeUHI5EwAI+Fa2ffNaA7KLstTroi7Fuz0OUXV8fXnl/HHX3wdf/CXr3R7OD1BEAQ4HA6Iogi73W79v91u7+rWX8fsLOwTnSW4kr1xuVyYnp62gouD/L2XSiXr9eq9uw5iudTn81mzSq12ljWTz+eRTm/fdQrUKkprmoZUKgWGYaxqz1sLLfYCyuEBMDQ0hEQigVCISvCTnZmGieGwG7H19hKPE2rv5OsclMsLKRTLVThswu5PHnB2u33bjp364wcx26PbZHBeL/RMpv1jikUo8Tik4PYmtOTgybKMubk5aJqG9fVaDpzT6YTf79/XEsrtsymRSGRfr2cYRsN1rl7UkGGYpp/hZpLJJHieh8vlgq7riMVi1symrutwuVwNfcWKxaKVi0Rquj7Dw/N8y4JihGzFsAze/7EL+ODH7wbL7XzyCY578MoA5r7ohonXbrTXIXrQtdrNoqpqw8Vp6wxQJyd/zTAQ+Fe/1NGYKrEYVj//Nx0dQ/an3kutUqkgn88jGo3i2rVryGazKBQKSKfTWFlZQSaTaXvWg2XZhs/QfvNP6suut/N4PG2/hqIoWF5exsLCAnieh9/vR7VaBc/ziEQiGBkZ2ZaLFI1Ge2JmpVd0fYaHkE6duyeC5YUUXvzeUsvnVHgW2oB+0b3O5nkHx5HL5dq2Y0vTNNhsNusiVd8VU28g2QmF5yDPzaFy/Xrbx3gvnO/oPcj+eTweyLKMjY0NFItFqKqKlZXG/KtsNguXy7VrLsxhkGW5aXC+tbozgF3TO0RRxPDwMEzTtJZwd3pufbaTZdmOt7ofpK1VqLuJAh7Sl9753tNYmk8hHmuRuJwuwyFyKKq9tY69XxzLYDrS/l3hoGvVL6nVtvV27/Cd1RzM5/8aRmoVrhNhVPxzSL+2DL3ceodNnVGlGetukCQJExMTDfV28vm8lShsGAby+TwuXboESZLg8/kalr5atagA9n/Bbva6uq5by3B1zQIeQRCsukOaplld39tRz+fJ5/PW7jBBEI48+EgkEk17jR01CnhIX5JkAe9+8g782X99vunP85kK3jrtw98vDNbyzw8+NAWpC+0xelW7fZLq2j3RM8uvwEgsgQGgJ1cgABi5z4EqcwbFlSyKC9ubitZF/+7LCD72SEfjIgeHYRgr4djr9cLr9cI0Tei6DsMwoOs60uk0FEWBqqqQJAmJRALpdBocxyESiaBcLiORSMDtdsMwDIiiaCUZ67puBRCCIDQtdtiOeoHDYDAIVVWRzWYb0js8Hg9GRkasPJ3V1VVUq1UsLCxgdna2oyTtekuLcrmMZDKJ4eHhA61ZtZv6v3O3UcBD+tbsqSAmZwNYutE86S+7lsMPTQXwVDSD2YATHMPgpbVMw3OCPhtCXhsUTcf1ld7O+bnvjmF86n3nuj2MnuLz+VruXmlG0zTIsrx7NWZhe66PoRTBctdQXtcgBgJWkcHb5d+8guzlN+G543Tb4yKHi2GYhtnArcs7pmlClmWrWKBpmuA4Dg6Hwwp2GIaBaZrIZDIoFAowDAN+v39f27/9fn/DTi1BEJDYUuTS5/NZS14OhwM+nw+bm5tQVRW5XG5PgZbNZgPLstYyb7uFDQdF15OWgdp2QkpcJp1iGAbv+uHWF5WqqiO+mMEdCiCuF+DcMjPCcwzOzgSQK6p4YyEFSejt2P/83BD+90/eD4Hvia9sz7Db7R03ZGRZFqIowia1Xhowo1eaH8wwMA0DUqj1LizXY48ieXyuIX2PYRg4nU4rvyuVSuH69evQdR2SJFmfkXg8jmg0iqGhIUxOTsLlch1osBAKhXDy5ElMTU1hcnISDoej4eeBQMAKgDY3N5HP71yHrBVRFOFwOKCq6q5NVQdNT5zlQ6EQotEowuFwt4dC+kxkwoe7HxjHy8/vXiDOVtbwQxMBrLImkkUVb8zfukNXejjXRxQ4/Oon7oVIS1lNdVp/pb5lXeZM2J//HNjQDIpTD8EEwDCAaQJ6bB7NLmUmH4FZvQJhahJDjzyM6tISqhubkGamIVw4D0OSUDUM6NQwtC8xDIOhoSG43e5tSz6SJGFubq7jxPd21QPxVq9fb6uxsLCAarWK1dVVzMzMdLxUVE/oHhsbQ7lcPrS/z1a9MovUEwFPr/xjkP70zvfegTdfj+3aZiK1USu5Pjblw6vxxvLrK5t5nJzw4upy5rCGuWcfeHwWPhfV0mhG13UUi8U9HWuChbl+Bfr6FUivfwuszQl25n5oMw+Cfd+vgXn96zDmX7z9HQEA/CMPQ2EATE9CAGAAUABgj0VU63fat+/aId3RLAjoZAs5sPdE50KuAqe7+ffdZrPh9OnTKJfLKJVKWF5exvT0dMvk/WYkScL09DSAo/m86bp+pPlCO+mNURCyD3aniPd84Gzbz48vphG8bWu3ouq4upzBiXEvzs0E4LD1xL0A7jkdwsd+4FS3h9GTTNPEyspKR9PyHMvCVUnAWUlCjF6yHmc0BWY+Cf3iV4Ev/g50XoZx5xPbjq/U16p2KXnQafX4ZDKJWCzW0TGkd+WzFXzuj5/HjSvxjo7LpEr4i/9+e5DdiGVZOBwOBINBnDhxoqNgp47jOHAch1gsdugVmTc3N3umsHBvnNUJ2ac77x3DjStxvPr9tbaeHy8076x8bSUDAHDYBJyZ9qOsaIgliygrR7/kZZM4/J8/9QB4ju5LmqknkHaCZ0zo//AHOz6HMXTgi78D8I13+SYrIX+tVvup+spFcPfdA71FYNPJnX2lUrGK4u20NZr0PkM3MH8tAZZlUSlr+PPPvoAzd41iOOyGL2BHbC2Htzw+DZu9+TLSc08toJBTYOgG2CP43tf7fB0m0zR75jPdMwGP3W5HsVjclqhFSLvuvHes7YBntxo9xXIVlxZSAIDRIQfKyt6WTfbDJvEQeMoFaaWT3Vl1DNorRsnoVUC/OXPkHQF36lEYoTkMvc8G5elnkP7il+ADgHsuND2+3eq2hmFgfn7emhGq11kh/ada1fG//stzWJ5PNTz+2ktreO2l2nmJ41jcdf9Y04BH1wy88L1FGLqJcrkKx4AUGO2lSs+9EXahVi8h00HPGkJuN31iCBMz2xvy3c7uEKF3sOIQTRQRCR599+FMXoFu9M7Jopfout5xDR4AYMzOZuqYJ38Npcd/AfmRO1FkbVBMAI88BNdbHkTum/+447G7neir1SqWlpYalr+O266ZQfLys8vbgp2t3F4ZH/2p++Afan5T/8bFdRh67TOz3uMlMtrVS8EO0EMBDyH7xbIMPvGzD+KBx6aw04qCaBNQ0dq/8DEMUFKO/kJkmLWZJrJdLpfb08mUMdrspWT3QB6/A6xahthkaSH/3WeAHXZihUKhlstahmGgUCjgxo0bDQnXdrudAp4+cPnVKD77+0/jzz/7AqpV3Xrsq3/zxo7Hnb93DCfuaJ3L8vrLt6ouB4KDsdLRS/k7QA8taQG0W4vsHy9weM8HzuHuBybw1b95o2lRQqWkwiVxyLeZl2OawGjAAZ9ThgkTG8kiSkeQ08OyDHVFb2EvszsAoLAy5MAYzORqy+fw/lHABCorl4GVy+ABSPe+D9XJe1G5+Wv3/MC7ID7+GNQmQZfP54PX6932eL2VQKFQaJoo6vF4Ot4JRI5OVdXxF3/yAuav3ioO+PUvXcJd94/h+88s73js5Kwfj//AyR2fk9qyc3R9OYNiQcX41N6qOPcKXdd7auchs8td0pHOR+XzeRiGQV96ciBM08T1Nzfxna9fx+pSY76HPubCS6uZPb3uWMiJ1c3OkmX3Ysgj409+Y/tOIVK7c8zlcjAMAxzHWctCW2+aDMOw+gdtJXEMuG/+EbjgNIzMOszErYuVODwFNRkFtO1J7dzcA8iffW/LMblcLqv6brObt2QyiWg02vRYhmEwMzPT1QaPpDWlUsWf/qdn97zUNHsqiB/76fvBtUhE1jQdv/vrf99wxQ0EHfj5f/14y2P6wdra2pEkRt+m5cxJT83wuFwurK6uUsBDDgTDMDhxxzDmToeweCOJL/zpSygWVDjdEr69x2AHqM34BNwSkrnmO70OStDXuhPyccey7O7tIYCGrulALWmZUYrQ3vEZGAwgJBchrr4MU1VhmgaU2DygtWgQKjev6Gy32zE2NrZrsvFOSdatummT7jINE+lUCS9+b2lfeTU3rsTxP//zc3jyo+eb5vA899TCtukFlmO7EuyoqnogifOVSqUn+mdt1VMBD0DLWuTgMQyD6bkhfOSf3Ydv/O1lpFgTsx7R2oLeqbV4AWdnAoce8Lzz/olDff1+Vu+hpSg7/w62Ln05L/4N9MWLYGCAYXnA0KAD0EOTUDeXdn/T8JltD7ndboyNjbW17Xanc5vb7d79/cmRqpSr+Nu/fBXDYTee/fb8vl9v6UYS//0Pv4ef+VePwu25FdwqFQ3f/daNbc93uroTLESjUUxOTu77dZLJZDdmd3bUc3NlNpttz5VTCdnJxLQfP/rpB/D0UgoVdX+9245i94Hb0Ttr372G4ziMjo52dIyRiYLBzaUvQ7PmvdXNJUhjuxd31O3ehj+Hw2FMTEy0XWPEbm8+Y8cwzJ47bpPD880vv4nLr0YPJNipK+QV/I//91lceWPDeuwfv/omKk02J+idbCU9QIFAoCvvexR6bobH7/djdXWV6vGQQ+GwCTg95ccb80mcmwng9fnmHa/rXBKHhyI+8FUDaqkKjmeRlThsVA632a1N4nFinC6CO3E4HOB5vv3Gw6Vcyx8p0RsQhqdR3Vho+RzG0ACmdsqcmJjoeFamVc8vr9e7p2q55PCUCiquvF6rfN0sGNmPVKKIL//1q9CqZ5HLVvDC04tNn7e62HmdqYNQrVb3XQBT07SOe9wdhZ78lrWzNk/IXp2dCTQ0Dt3J/WEv0vONJx6GAdjg4eZb/NSTZzHkpZyOnTAMA7/fj83Nzbaeb6ql1tmMugYtuQpxdA5q9Pr29xqaRIm1WS0lOs1N0DQNyWTzz9wg31H3o3y2gs/+x6dRyB/eknUhp+Dzf/rSjs/x+Lrz/d/PbKNpmigWi1hYWMC5c+cOcFQHo+eWtIDaCSCfz3d7GGRAzUZqSfHxbBkcu3POmNgk78I0gTnn4TbzfPcDlL/TjkAg0NbsCMsyrYOdm0ytCpgGOFdjAGKyHMxHfqJhGTORSNx+eEuGYSAajTbdiu5wOCDL1Bi2F5imiY1oDp/77PPIZbp/0z0xvXsR1V5TLpehKArcbndP5uP25AyPz+fD6uoqXK7muyII2Y/x4drnaiNZapjt4TkW2m3r5pzePFeHO8Tl9bMzAeqf1SaO4xCJRLC01Drp2KkXYT79Z23V2FBj8wDDQJ65AKOUB0wd1Qc/hiIa86mKxWLb3bALhQKy2eY7fGh2p7tSiSKuXdrAay+toVhQkU3vrb7TYVi8kURis4Ch0NFXee9UKpVCqVTCyMiIVSqiF/VkwEPIYbJJtz720UQBLANMjLixFM0h4Jbg99ig6yaS2TLANw88UisZPBFyQ9cMCB4Zf7/Q/h3/TmYiHvzuLzxyIK91XOy2nZup5GHsUGhwK3FkBka5gMr8K9ZjOm8Dbgt8O6mI3KobtSAIdFN3xEzTxOsvr+OF7y5CrWjYjPXuSkI2XcYf/97T+ORnHsLoWG+Xasnn8+B5HhzHIZvN9tzurLqeDXiGh4cRi8UwMjLS7aGQASMKt+4+UjkFc+MeiDwHE0AypyBTUK0eVl++Ece7ZoaQXUg31MnQdROpzZu7CVNlhFwSNvew5u9xinjfY7O451QI02F3bemlB6eC+1qTIoLNyBNnUFm+tO1xoZyCIjbmNciy3PbvqdXuLK/XS7/rI1Kt6li6kcRzTy3gxpV4t4fTNlXR8LnPPo+f/9XHYXf0blPZg9jGfhR6NuARBIH6ypBDIQqNszbXV7I4OXHrgnZ7w85vzCdwd8SDkAZkE0XoTZa57gm6UAw48fRisq2lk8kRF9794CTeencEPhflcOwHx3FgGKZlqQCmuns+huAfRWX5cvPj198Eph5qeKyTIoGtSuvTVvSjkUmV8OXPv4Ybb/ZPoLNVIafAOOAt6rquQ1XVAy92ubm5iWAweKCveZB6NuABAKfTiWKxSFvUyYES+VszPCzL4I4pP64u77wF9OW1Wg5GyCXhPr8T8aVMw8+TN3dyBRwiEsUWlXpvevu9Y/jFj1yAJPTmOne/YRgGoii2LELIsDuf5qTxM7UKy61CVenW+cftdsPv93d0TmIYZtv2eZ/PdyDVbMnuFq4l+jbYqVtZTOOO853VndqJaZpYWFjA3NzcgX4Oq9VqT3+uezrgqScvU8BDDhLLMhAFDmpVB0wTV5fTqGrt3UFt5hV8Ja9g2CXh3oAL8dtqZRTVnZuKnp704Zd/7J5dd4eRztjt9pYBj56J1XpkbSwCAMSRaRhVFZzdBYCBGl8CWswCsZN3wQzNQJZlTExM7OlkzjAMZmdnkUgkYJom/H5/z5XcH1Tlkorvfmt7mYF+UylX206SbwfP87Db7YjH4weWb5PL5Xo+J63nt4LwPE9LW+TAyWJtdsW42Qm9Uxt5BfnbZgRkuwBJ4jHsb90D62M/cJqCnUOw000RoxTB8CJY2VkLfGIL0JJrUFbehLJyGWalRWV3uxeVez8M3RkEy7L7unMVBAGjo6MIh8Md5f+Q/Xnp2WWkEqVuD2Pf/vYvX8Ubr6wf6GsODw8jk8kcWN27XC7X8y1Sej7gGRkZQSwW6/YwyIDxu2/lzUji3paW5ELj0pXDIyNTUHYsGKhqO88Akb3ZKRfBVPJQk2swNNWa5WmLXgUPA3xmDa7N7cnMpPfZ7IPTnuWge2vZbDZEIpH2K5XvoBcbhTbT8wEPgB0TEgnZi61BibiHXBqJYwGPhOC4B76gA8EJL57PFnFywovrO3Riv7LUnXLxg06SpJZ3l2YxW5vFadUFvRWlCPYLvwn9q78P50h/7EIht6iK1tM7mzq1ET34LfRerxdO5/7r/MTj8Z5OVq7r6RyeunA4jLW1NYyNjXV7KGRAOOTanV8k6Gy7zcRWim7g6zcaa++007LCLvfFV64vRSIRcCsXoYlO5G21k6/EMTBzHSSscgKgNy6hcw4PpMjJgxwqOQIri2l85fOvd3sYB+bpb17HvW+ZAN9jmx1UVe3pROWt+mKGp97EzDC60z2WDJ759QyAWh2cg3Bm2r9rsON3S3jsQm8W5BoEHMfBGwhC/9ofwvH0Z+F682tgv/CbgNpeDoc0cQaACWnstPWYEJzA6I//Flih96frSSNV0Q61H9ZRK+aVnqwhtLm5ieHh4W4Poy19EfAAtbu3tbW1bg+DDIjizQ7I2eL+T4hjIUdbS1X//CMXMLKHBGnSPvupByAMjcFMLkO/8l0wbVVFAsTRWSjLl8CwHPRiBgAgBMcR+cnfgRiivmb96KBzXnpBrwVw/ZK7U9c3AQ/DMGBZtmWZdkI6cf+ZWgXv+tLWXjEAhrz2XROfR4ccuPd0f9wF9TOGYeF76492fJwanYc8cQamCWjpGBheROjJfwFWpgC1X91eQHQQjE/1VrHKRCLRF7k7dX0T8AC3cnkI2a/gzaRlgd/ferjfI+OVq3GIPIezMwF4WiRJ/sjjs2BpO/qRcJx+CPLE2Q6PMmttJTQFDCcg9CO/Aml09lDGR45GYGiwgtXZU0GERntn23epVDrwSs2Hra8CHoZhIMsyyuXe6WhL+pPtZvJwbp9LWvVGpJmCgjfmk1CqGs7O+LE1tnnHfeN4z0NT+3of0j6GYWCbuWtPx7I2F0Y/8VtwnLz/gEdFjtqg3WDc93Bv7RRMJpMIBALdHkZH+irgAYBQKITNzc1uD4P0ucfvHgPPMXA79rf+bNxWLqGiGnhjPoXxYRdkkcP9Z4bxSz96NxWaO2LlGy93fIw4MoPIp/495C1Jy6R/vfn6YNVvc/RQTlIqlerLXnB9uUfW5/MhlUrB7/d3eyikT3mcEu6YCmA5lgPPMdCaNARtx0ayBJapVWzeaimWx0zYjbfePUaVlbtACERQWWneDHQrRpQhhU/Adf5tcJ59DAzbW1t+yd6VS4NToX9ixo/IhLfbw7AUCgVMTPRfMn9fBjxutxtLS0sU8JB9EXgW2aKKM9N+XFpI7ek1XHYRmULzZbGTk37aht4ljtNvQeHS0zDVCljZCSk8B+eZRyCOzICzuaAmV8E7fWAlB3h3f03Lk/bwQt8tYDQl2wQ8+dHzPTNLvLa2hnA43O1h7ElfBjzArQTmg2p8Ro4f/WZdpxurWTAMsJdi3rmigh9/4jReubqJ6ysZqDebkLodIt77yDTN7nSJffZuTPzz/4Tipe/Bee6tYKXG5EoKcgbf+nJm36/BcSyGwy5wPAfTNLG2lN7TeWKvGAb40E/cg0Bw/9WQD4KqqmAYBjzfn6FDf44atWZ8HMehUqlAluXdDyDkNqlcbWbGJvFQqnsrd2CYwNeeXcSnP3Anzs0OYT1RQK6g4vSUH+4BKmvfjzibC+57n+j2MEgXxGP5jpttOt0Szt9bq+ZvswuYmPZjdNwDfstOziuvx/DCd5cwf/VoCgA+8Ng0Zk/1zrbv9fV1TE1NdXsYe8bs0qOq5wsZLC0tYXKyt7LXSX/46P/xdygrOiaGXVje2F+fGoFn8fl/98M9M+1MyHG1dCOJb375Tay22bfu1LlhPPKOOYyOecBx7S2Dfecb1/CPf39lP8PclX/IgZ/5l49CtvVGA9REIgGbzQaHo+e3+7c8CfftDE9dfddWKBTq9lBIH6lqOspKbVYnna8cwOsZ+K0/fha//emH9v1ahJC9e/F7S9uCHYYB7rx3DC63BJZlsbyQAs+z8AXsePeTZyDsUjj0dsPhxno4NrsApaLBOKBih06XhI/9zP09E+xomoZKpYKhoaFuD2Vf+j7gsdlsyGQyfdXAjHRfqaJZ/z0x4sIb83tLWt5qcT0LwzAHrv4HIf3kAx+7AK2qY2k+BY5n8fDbZjB3OoTgiOvA3mPmxJCV93fijhBOnRvB3/3Vqwfy2iMRNz74id7J2wFqS1n9uCvrdn0f8ADA6OgoLW2Rjjz9yq2K3foet6Tf7ocemaZgh5Au43gWP/qpWuFI0zDBHMJ3cn01C0kW8OOffgDFgorP/4/v7/s1GQZ474fP4+4Hx3tqabxfa+40Mxj79lBb2trY2Oj2MEifODV1q6TBtZUMQj77nl9ryCPjU0+exfvfSq0ICOklhxHsAMDYpA8//cuPoFyqYv5KHCNjnn29Hsez+ODH78E9b5noqWBHVVWUy2W4XAc3O9ZNAzHDA9SWtgqFAorFYj8kVZEumxvz4r47hvHi5VqQLHZQs2NyxIVPve8cbCKPcNABj7N3KqASQg4fyzLwDzngDzjAMMD3n13a82txPIsf//QDmJ7rvfyYft+VdbuBmeEBgGAwiHg8jl12nhECAHjX/bU1aZ5nsbpZaPu4pVged0z5cce0n4IdQo4phmHAsAzmTofw9vec2tNriBKPj3zy3p4NdkZHR7s9jAM1UAEPAExMTGBlZaXbwyB9YCNVAgAoqg6B62wa+fIeKzMTQgZPPtv5Tk+bXcCnfukRnDwzfAgj2p9cLgdJkiBJg3VDNzBLWnUsy8Lr9fZlJ1dytMZCt3ZBhPwOrMVbz/LwHIPf/Jm34NXrCXidEs5MU1sTQghgmiZe77DIIX9zGSt0gDvH2rG2nAHLMhjdIedI13Wk0+mB3AQ0cAEPUOu1FYvFKJ+H7Ghiy8nG4xSxtkPxVE03oag6Pv6eOwCAWkYQQgDUlraCwy4sFZJtH/OeHzmLyMTR73y6dHEdpokdA56lpSVMT08f4aiOzkAGPAAwMjKCxcVF2Gw2sOzArdyRAxDy2eGyC7jn1DCWN3K7Pv/f/Y8XMBZy4cefOI2H7hystW1CyN594ucexNU3NvDU166iWFTx9vecwsUXV7E8nwLDMjhzfhRn7hqFJPNwe2wYGu5OjZ1MqgS319by5/X+lL20U+wgDWzAAwCTk5NYXFwc2GiV7A/LMgj57fj0B87h07/7DbjsAvKlasvnG4aJTz15FnefoqrehJBbOI7FHedHcfLsMHTNgCjxGB3z4Hv/eAOPvfsEgsO9sa27WjXw8Nual89IJpNwOp0Dl7ez1UBPfTAMg3A4jNXV1W4PhfSo3/70Q7DLPBw2AQGPDQLf+ishChzOn+idRn6EkN7CcSxEqTaPMBLx4IOfuKdngp1SQUUmVcLlV6PbflYsFlGtVuHx7K+eUK8b6IAHACRJgsvlQiKR6PZQSA8qVTR84Z+uwyZxWIzmcGLc2/K5FVVHag+7MQghpNuefWoeiY0CZk833rRpmoZkMomRkZEujezoDPSSVp3H40E8Hkc2mx34CJZ0xuMU8b+++ibqpZsUVW/6vAfPjuCDb5+D1zW4072EkL0zDBNf+ouLOH1uGJOzAcRjBfiDDjh74Jzx+ktrePpb1wEA3/i7y/B4bRib8uHshTCWlpYwO3s8qsQfi4AHqBUlXF9fhyAIsNv33kaADBa7LCDos2PzZk2e5Y08GAC3l6788DtP4PQkbUUnhDQX38jj1RdX8eqLtRQKUeLx87/61q6OKZUo4pUXVvDdb163TmpX3tjAO37wNM5eCB+7HNdjE/AAQDhci2bD4TAEQej2cEgPuLqctoIdAKhqBgJuCcmc0vC8P/3KZfzzj1zA6BCVOSCEbHft0qb13yzH4Ic/fCe8/u7dXBuGif/5n59D5ub5zT9kx533jGFsyofZU0Gsrq4iHA4fq13MzC5tGAayR8P8/Dymp6cHdusdaV9VMxBNFPCHf3URlxdr1ZNHAjbEkuVtz+U5FnNjHvzWpx+Cw0YBMyGkxjRN/N+/8TWUS1VIMo9P/NxbEJnwdmUcVVW3Eqe/+jev4/nvLCIQdODjP/ugFYBtbGzA6XQOap26lhf2YzXDUzc9PY35+XnMzMxQ0HPMCTwLVTOsYGcnmm5gKZaDQb3aCCFbqIqG8LgX5+4O4+TZYdjs4pGPYXUpja98/jW85wPnEB734OXnV3DxhVU8/PZZPP7ESQgCBwCIx+OQJGlQg50dHcuAh2EYTE1NHbv1S9JcWdEa/hzw2FvM8DD4D//qbXB14WRGyE6KxSIVWe0iSRbw8Z99sCvvrVQ0PPX1q3jhu4vQdRPPfPsGTp0dwcK1BD75mYcwErm1USeZTILjOHi93q6MtduOZcADABzHYWxsDIuLi5iamur2cEgXnZzwweeSkM4rsEk81lv01PI6JUSC3amQSkgrmqZhcXERLMtibm6O8hOPCdM0ceNKHF/5/OvIpEoQJR5ve+IEHnzrNFiWwYUHxhuen06nYZrmse4xeSxzeLZSFAUbGxuYmJjo9lBIF33pqRv4r198HQAQGXJiLdEY9LAsg8986DyeeMtUF0ZHSGuGYcAwDDAMA47juj0ccshURcOli1G8+MwS1pcz4DgWFx4Yw+NPnGq5BT6bzUJVVQSDx6JwKuXwtCJJEkKhEJaXlynoOcaeeGgK33stijfmkzBh4o4pP95cTFkR/7DPjnc/0F73YF3XYZomyuUybDYbeP7Yf83IIWJZlpayBly5pOK1769heSGFa5c3UVV1sBwDt1fGR//ZfQjvUDA1l8uhUqlgeHj46Abco479DE9duVxGPB6noOcYU6o6Pvzrf2f9+dSkD1eW0tafP/2Bc3jfYzsX6DIMAzdu3ADDMFBVFaFQCENDQ4c2ZkLI4Mqmy3j2qXm89OwyqjeLovI8i3e/7wzuum/M2o3VSiaTgaIoxy3YaTnDQwHPFoqiIBaLYXKyvTt5Mnj+8K9ewT88uwSgtg395IQXLMMATG2W54m3TOKO6Z3XwFVVhSAIME2T7rwJIR0zDBPP/NMNfPtrV6FVDevx0TEP3v9jdyE06t71NdLpNDRNOy7LWFtRwNMuVVWxvr5OiczHlGmaePnKJr723DKeeW0dxs1vwM9+4Bz+9jsLODXlw8+87xw8zu6XiyeEDKZMqoQv//VruHElDgBwe2Tc98gUHnrbDDhu95uoVCoFwzCO6+wy5fC0SxRFRCIRLCws0Jb1Y4hhGFw4GUK2qEIUWeSLVVxfyaBU0RBNFpHIlrGZKuHf/MR9CHhs3R4uIWQAef12fOST9+L1l9fgDzoxOe0Hw7ZXMy6ZTALAcQ12dkQzPC3oum7V6aFlieMpmS3jC/90Hc+8ug6GYbCZrtXmOTcTwJtLKTx6VwQPnhvB1KgbYyFXl0dLCDnuNjY2IIoifD5ft4fSTbSktRemaWJxcRGRSASiSMXmjqtiuYpvv7yK516PYTVeQKlcRchvx+SICwzDYCzkxEfeebLbwySEHGNra2twu91wuY79zRcFPPuxvLyMoaEh6rJOakFwNIeNVAl3nQjCtssuCUIIOWxLS0sIhUKw2WiZHRTw7N/6+jqcTifc7t2z4wkhhJDDZpom5ufnMTExQRW2b6GA5yBsbm6CZVlKBiOEENJVqqpidXUV09PT1AS7EQU8ByWbzaJQKCASiXR7KIQQQo6hfD6PTCaD8fHx3Z98/FDAc5DK5TJisRimpqYosiaEEHJkEokEDMNAKBTq9lB6FQU8B80wDCwtLdEOLkIIIUdifX0dDocDHo+n20PpZRTwHJbV1VW43W5KZiaEEHIo6jfYo6OjkGW528PpdRTwHKZkMolqtYqRkZFuD4UQQsgAKRaLSCQSmJiYoBSK9lDAc9hKpRI2NjYor4cQQsiBoHydPaGA5yiYponl5WUEg0EqUkgIIWTPVlZW4PV6qXJy5yjgOUobGxtgWRbBYLDbQyE9qlKpQNM0OJ3Obg+FENJDKpUKYrEYxsfHwXFct4fTjyjgOWrFYhHxeBwTExPUfJRYqtUqstksNjc34ff7Ke+LEGKJx+MwDAPDw8PdHko/o4CnG0zTtKYlaRfX8VapVFAsFsEwDDweD0zTBM9THy5CSG0X1srKCoaGhuBwOLo9nH5HAU83pVIpVCoVhMPhbg+FdEG5XMb8/DyGhobozo0Q0iCXy1lVk2nDy4GggKfbVFXF+vo6hoeHqaPtMaJpGpaWllAul8HzPCYnJ+n3P6BM00Q+n0ehUEC5XIaqqgAASZIQCoUoX4tss7a2BpvNBr/f3+2hDBIKeHrFxsYGTNOk3I1joN7JuFwug2VZjI2NweFwUCLiADEMA4VCAbquI5fLIZ/PN32ey+XC+Pg45fMRAEChUEAqlUI4HKal7YNHAU8vqVQq2NjYwPDwMFXNHGDFYhELCwsAgEgkAp/P1+URkf3SNA35fB75fB4sy6JQKEDTtLaOlSQJTqcToVDICnrL5TI4jjvU9jTlchnVanVPeYS6riOdToNhGAQCgUMY3fGzvr4OSZLo3/PwtAx4KLTsAlmWMTk5iVgsBgA02zOg7HY7PB4PstksdF3v9nBIE9lsFqlUCsPDw01rZ6mqimw2i0qlgkqlAkVR9vxeiqJAURRks1k4HA4oioJKpQIAEEURdrsdoijC7XZ3dCNkmiZyuRwKhQIMwwDHcVYQZpomCoUCZFmGaZpgWRYMw0AURZimCUEQts06maaJYrGIdDqNXC6H+k2xLMtNE2p1XUelUoFpmjAMgzZotFAsFpFMJjE6OgpBELo9nGOJZni6rFKpYHNzE0NDQ1SscICYpgmGYVAqlTA/Pw8AcDqd8Hg8cLvdtKy1g/qFs35x3vo4ADAMA9M0oes6dF0HwzAQBKHthE9d161AJpFIWK9ps9kgSRJGRkagKApWV1etPJyj1M5soK7ryGQyKBaLKJVKbc8y3a4+u7T139YwjKaBnSRJ1mfXMAxomgZFUVAqlRqOn56ehiRJB/YZ1zQNHMf1bUKvaZpYW1uDLMsYGhrq9nCOA1rS6nWJRAKVSgWRSKRvv9ikJpVKIRaLYXR0FBzHYXl5ueHnLMsiEolQx+MtTNNEpVJBqVRCJpOxLrihUAiBQADpdBobGxvQdR0ulwulUmnbrJkgCBgdHYXD4UC1WrUuwqZpQlVVqKqKfD6Pcrl85H+/dvE8j9nZ2ZYzAKZpIpvNYn19HYZhHPHo2icIgjVrZpomSqUScrkcVFWFzWaDzWaDYRgQBMFK5q5Wq9YMFcuy1mcin8/37Xkxk8kgl8shEonQTc7RoYCnH+i6jrW1Nbjdbni93m4Ph+yRoii4fv06TNOEz+eDqqooFovbnjcyMoJAINCXJ/JmNE2DqqrW8sna2hpcLhc8Hg80TbOqS0uSBFmWUSgUUCqVoCgKyuVyy2U/lmV7+uJ+EOx2u1WDpX5hNE0T6XTamkGpz6jsdTanX83MzPTd7LemaVhfX6cabN1BAU8/yWazyGaztNbbx2KxmLVcUs/NyGQy257ndDoxOTnZ90FPtVrF9evXoes6JEkCz/NNgzygtuxRXzohNW63G2NjY1Y+jaIoiEajKBQKXR5Z9zEMA47jrJkfjuPA8zwEQYDNZoPL5eqp78/GxgY0TUMkEun2UI4rCnj60fr6OgBQwcI+UigUrBNetVq1Hh8aGoIoitbvdKtgMNi3BQkNw0A2m7X+zqRzLpcL4XAYgiBA0zREo1Fks9luD6sv3B4odlO9gGAoFKLdt91Fu7T6UTgcRrVaxdLSElwuFxWn6hMMw0CWZdhsNhQKBdjtdsiyDK/Xa+2m2Soej0MQhL76/SqKgo2NDWtnENm7+tZvTdNoR1+HNE2DrutdDXiq1Sqi0ShcLhcmJia6Ng6yO5rh6RP1u4dgMEiVevdA13UkEgkrP6K+08Rms7XMDzAMw1p+2Q9N01Aul61iY62+cxMTE32z3p9OpxGLxejiTLqOZVl4PB74fD7YbDZUq9WOdu3tx9raGliWxejo6KG/F2kbLWkNio2NDVQqFYyNjVHWfwfqCZ/15Fie5yFJEgRBgCiK1snRNE3rhFkul7G+vg6Xy2Ulzno8HrAsa+US1HefSJIEXddht9tht9uh6zpSqRTS6XTD0tZOhoaG+qImU73uy/r6OgU8pKfUSxZMTk7C5XId2vskEgmUSiWqlNybKOAZJPUdMAD6drvmUTMMA5ubm1YiMVA7OTqdTrjdbqvYWj6ft2Z2dvluWHVibr/ocxzXcSAQDofh8Xh6Ooitt0+o7xwipJc5HA5MTk4e6HJXNptFLpdDIBDou51jxwgFPIOovo1dlmWEQqFuD+dQ1fNE6jMtty811dfxdwv+yuWylS/RC/knDMMgGAz23O+vXtSvWq2iUqmgUCigUCjsGgQS0ksOaqanVCohmUzC7XZT/azeRwHPIKtUKojH47Db7QPTn0VVVavPkCRJYBjGKkjHMAyGh4eRzWZRrVbBcRySySRM00QgEIDL5UK5XIbD4QDP8w13eKqqNgRHyWQSyWTySP9uLMtaJ0673d4TszqmaSKVSqFQKKBSqbS9DEdIL6tvIJAkyWrf4XA42p4VVxQFm5ubsNlsVCW5f1DAcxwUi0WkUik4nc6+alRZ/wxuLWdf7ztUn8nRNA2apsEwDGvmod2y//WgqV4Y76hwHAdBEKy6IQzDgGVZeL3enpkOr+fjJBKJnq5ATMhBcbvdu+6mUlUVm5ubEEWx52Zfya4o4DlOCoUC0uk0XC5XT1dsVlUV0WgU+Xy+20M5FPXgRhAEK5n5sPKtKpWKVejPbrfvuJOvXsE3n8+jWCx2fVmPkKNQz9nz+Xwtd0NWq1XEYjEIgtAXGwhIUxTwHEf5fB6ZTKYnAh9FUSAIAiqVChKJBFRVtTpFDzpZlq2ts4ex5KgoCq5du9bwmM1mw+TkZNMdJKZp4sqVK1QokAy8epDj8XjgcrlaLh/XAx2e52mLef+jgOc4qwc+3crxMU0Tm5ubVrLwccLzPObm5g516+rm5iY2Nze3PW632zE9Pd10Vimfz6NUKoFlWYiiaC25LS4u0owP6UuiKMLlckEQBMiybN1o7LRLq57/SIHOQKGAh9R2GqRSKUiShGAweKTvXW+ml8vljvR9e4EgCPB4PBgaGuo48NE0DYlEoumxiqJYrSyaBSl2ux3j4+Md9WMrFApYWlqi3Vik57EsC5fLBafTCYfDAVEU2z62fi6kHJ2BRAEPuaW+rMRxHEZGRg4sr2Rr0nGpVIJhGLDb7VYC4NafH0ccx8HpdMJms1kJzbIsNwQyhmEgk8kgn8/DNE3ouo5yuYzh4eFtQWo6nUYymUS1WoVpmlYzRbvdDqfTueMFoP665XIZqqpa/6PdWaTXiaKIoaEheL3ejmvs5HI5ZLPZgdrRSrahgIdsp+s6YrEYAGB4eHjfyy714n2JRALFYpFmCdpU3y5rs9kgSVJDV2iO42CaJkzT3HX7er1KdP3fvX48wzDI5XJIJpPQdR2GYRzpbjVCDorP50M4HO74Ji0ej0NRFLhcLqqjM/go4CE7i8Vi0DQNXq8XTqez4+Oz2SwKhQI4joPNZoPNZoOu61AUBcVi0crdqX/e6hWKVVU9dnk97WIYxpoFqu/yqucl1NWrH9cLA95e4ZlhGIiiiGq1Srk5pK/xPI/x8XE4HI62nm+aJlZXVwEAwWCQOpgfHxTwkPakUikUi0XIstxxno9hGCiVSiiXy6hWq/D7/W2dZOrHra2t0ZLKLjiOQzA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