diff --git a/dashboard_code/dashboard.py b/dashboard_code/dashboard.py index 1014dec2b9099255dc43984723957aea02e51c79..9c9550d9546b1ceb3d160c0aade5d876e2d16bda 100644 --- a/dashboard_code/dashboard.py +++ b/dashboard_code/dashboard.py @@ -2,15 +2,24 @@ import plotly.graph_objects as go import plotly.io as pio import plotly.express as px - class Dashboard: def __init__(self): - self.graph_groups = {} # {group_name: [(title, html), ...], ...} + self.graph_groups = {} # {group_name: {category_name: [(title, html), ...], ...}, ...} + self.home_graphs = [] # Store the graphs that should also appear on the home page - def add_graph(self, group_name, fig, title): - import plotly.io as pio + def add_graph(self, group_name, category_name, fig, title): graph_html = pio.to_html(fig, full_html=False) - self.graph_groups.setdefault(group_name, []).append((title, graph_html)) + # Always add to group pages + if group_name not in self.graph_groups: + self.graph_groups[group_name] = {} + if category_name not in self.graph_groups[group_name]: + self.graph_groups[group_name][category_name] = [] + self.graph_groups[group_name][category_name].append((title, graph_html)) + + # Add to home page if it’s one of these choropleths + if title in ["Combined Choropleth", "Total Recorded Crime 2015-2024"]: + graph_home_html = pio.to_html(fig, full_html=False) + self.home_graphs.append((title, graph_home_html)) def generate_html(self, output_path="dashboard_code/graphs_display.html"): html_template = """ @@ -29,7 +38,7 @@ class Dashboard: <style> body {{ background-color: #343a40; /* Dark background */ - color: #f8f9fa; /* Light text */ + color: #f8f9fa; /* Light text */ font-family: 'Helvetica Neue', Helvetica, Arial, sans-serif; }} .graph-container {{ @@ -39,8 +48,6 @@ class Dashboard: border-radius: 5px; box-shadow: 0 2px 5px rgba(0,0,0,0.1); margin-bottom: 30px; - height: 100%; - width: 100%; }} .nav-tabs .nav-link {{ color: #f8f9fa; @@ -61,8 +68,11 @@ class Dashboard: margin-top: 20px; }} iframe {{ - height: 1000px; /* Increase the height for better legibility */ width: 100%; + height: 1000px; + }} + .plotly-graph {{ + font-size: 16px; }} </style> </head> @@ -100,10 +110,52 @@ class Dashboard: tabs = "" tab_contents = "" first = True - for i, (group_name, graphs_list) in enumerate(self.graph_groups.items(), 1): - # Tab header - active_class = "active" if first else "" - selected_aria = "true" if first else "false" + + # Add Home tab + tabs += f""" + <li class="nav-item" role="presentation"> + <button class="nav-link active" id="home-tab" + data-bs-toggle="tab" data-bs-target="#home" type="button" + role="tab" aria-controls="home" + aria-selected="true"> + Home + </button> + </li> + """ + + # Home tab content: two choropleths side by side in a single row + home_html = '<div class="row">' + for title, graph_html in self.home_graphs: + home_html += f""" + <div class="col-md-6"> + <div class="graph-container"> + <h4>{title}</h4> + {graph_html} + </div> + </div> + """ + home_html += "</div>" + + # Optionally include text below + home_html += f""" + <div class="description-container"> + <textarea class="form-control" rows="4" style="resize: none; background: #343a40; color: #f8f9fa; border: 1px solid #495057;" readonly> +You can add any home page description here if needed. + </textarea> + </div> + """ + + tab_contents += f""" + <div class="tab-pane fade show active" id="home" role="tabpanel" + aria-labelledby="home-tab"> + {home_html} + </div> + """ + + # Add other tabs + for i, (group_name, categories) in enumerate(self.graph_groups.items(), 1): + active_class = "" if first else "" + selected_aria = "false" tabs += f""" <li class="nav-item" role="presentation"> <button class="nav-link {active_class}" id="{group_name}-tab" @@ -114,36 +166,30 @@ class Dashboard: </button> </li> """ - - # Tab content - show_class = "show active" if first else "" + show_class = "" if first else "" first = False - - # Build graphs HTML for this group graphs_html = "" - for title, graph_html in graphs_list: - - - description_html = f""" + for category_name, graphs_list in categories.items(): + graphs_html += f"<h3>{category_name}</h3>" + for title, graph_html in graphs_list: + # The text box description for each graph + description_html = f""" <textarea class="form-control" rows="4" style="resize: none; background: #343a40; color: #f8f9fa; border: 1px solid #495057;" readonly> - This is a fixed description for {title}. You can style this text as needed. +This is a fixed description for {title}. You can style it as needed. </textarea> - """ - - - graphs_html += f""" - <div class="graph-container"> - <h4>{title}</h4> - {graph_html} - {description_html} - </div> - """ - + """ + graphs_html += f""" + <div class="graph-container"> + <h4>{title}</h4> + {graph_html} + {description_html} + </div> + """ tab_contents += f""" - <div class="tab-pane fade {show_class}" id="{group_name}" role="tabpanel" + <div class="tab-pane fade {show_class}" id="{group_name}" role="tabpanel" aria-labelledby="{group_name}-tab"> {graphs_html} </div> @@ -151,4 +197,4 @@ class Dashboard: final_html = html_template.format(tabs=tabs, tab_contents=tab_contents) with open(output_path, "w") as f: - f.write(final_html) + f.write(final_html) \ No newline at end of file diff --git a/data_code/querys.py b/data_code/querys.py index 0d936ceb74609e315e9c8cdf4aadef894297ded2..d87412f1dda2813d4d303140934833c9f185a4dc 100644 --- a/data_code/querys.py +++ b/data_code/querys.py @@ -48,8 +48,8 @@ def sexual_violence_rate(): def overall_homicide_rate(): homicide_rate = """ - SELECT Region_Country_Area, Year, Value FROM data - WHERE Row_Descriptor = 'Intentional homicide rates per 100,000'; + SELECT "Index",Region_Country_Area,Year,Row_Descriptor,Value,Footnotes,Source + FROM data; """ return homicide_rate @@ -91,6 +91,14 @@ def Government_education_spending(): return Government_education_spending +def gdp_per_cap(): + gdp_per_cap = """ + SELECT "Index",Region_Country_Area,Year,Row_Descriptor,Value,Footnotes,Source + FROM data + WHERE Row_Descriptor = 'GDP per capita (US dollars)'; + """ + return gdp_per_cap + #### UK QUERYS # FORMAT diff --git a/data_storage/UK/Crime/combined_crime_uk.db b/data_storage/UK/Crime/combined_crime_uk.db index 1fa931e47c5be68062228d24ea0bb16fa9906c24..f4fe0dad3334ee04f9e956e19a143bc5ce6ce414 100644 Binary files a/data_storage/UK/Crime/combined_crime_uk.db and b/data_storage/UK/Crime/combined_crime_uk.db differ diff --git a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_expenditure.db b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_expenditure.db index 401c2b9032375f9b3bcdeee5e7d1a26ae4705cf4..499fed3e92df38ecfe3cbfdf61642bea9272e467 100644 Binary files a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_expenditure.db and b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_expenditure.db differ diff --git a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_highest_qualifications_time_series_rounded.db b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_highest_qualifications_time_series_rounded.db index c3fd6a9aeb651b4d8cfe4b9126377138f5ad3c3b..486415ac74ef4f42328e8be9446395825d7b6805 100644 Binary files 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a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_post_compulsory_education_he_students.db and b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_post_compulsory_education_he_students.db differ diff --git a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_post_compulsory_education_institutions.db b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_post_compulsory_education_institutions.db index 99816aaac3e7cd7c9754e0786e91eaee0416167d..8fdfadc31590fdaf0163ef0d1e28ee348eded41e 100644 Binary files a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_post_compulsory_education_institutions.db and b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_post_compulsory_education_institutions.db differ diff --git a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_pupil_teacher_ratios.db b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_pupil_teacher_ratios.db index 20a1e7fffbdd98c07469fbb8d57e3fcbc4e7ee04..8b996d251e935af8e521f7845cae052f285b8cbf 100644 Binary files a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_pupil_teacher_ratios.db and b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_pupil_teacher_ratios.db differ diff --git a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_pupils_suppressed.db b/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_pupils_suppressed.db index 6c8a6c544737a3043a8a9e2e2cca11a636829751..46bd9147db3a8dce8c8549b3b305c4438a3ebe86 100644 Binary files a/data_storage/UK/Education/education-and-training-statistics-for-the-uk_2024/data/uk_pupils_suppressed.db 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a/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/cfr_revenue_reserves_national_rounded_data.db b/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/cfr_revenue_reserves_national_rounded_data.db index 8ff5b8304650dc242439b59bcaa85752ee838684..73f2007b73816be40adf8329dd699572732e7414 100644 Binary files a/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/cfr_revenue_reserves_national_rounded_data.db and b/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/cfr_revenue_reserves_national_rounded_data.db differ diff --git a/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/headline_key_figures.db b/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/headline_key_figures.db index 320ad3e621648f7d1280c7bcfc36f738b1deebc3..6b5300aa7ce23ef4ed0eb8ceaae166d9e301946a 100644 Binary files a/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/headline_key_figures.db and 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319f300bd8e4ec72d9898bf8e1f1ea180c5f7422..8362488a56db588197253dba96ef8a793bba5e47 100644 Binary files a/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/s251_childrens_young_peoples_services_national.db and b/data_storage/UK/Education/la-and-school-expenditure_2023-24/data/s251_childrens_young_peoples_services_national.db differ diff --git a/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_fig2.db b/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_fig2.db index 5b6509a28e58b2dba3efe95b1878a2e26ba2cf06..89352128af67f75f8d35e901461751f9545fff1b 100644 Binary files a/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_fig2.db and b/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_fig2.db differ diff --git a/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_school_level_data_csv.db b/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_school_level_data_csv.db index 2ca3897c68d908e382e129c5e26230e39a4d22db..536539a01540176fa101955fa75ed1a66328dee4 100644 Binary files a/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_school_level_data_csv.db and b/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_school_level_data_csv.db differ diff --git a/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_tab1.db b/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_tab1.db index 98ab82ed834f8c36b3e69833c28639e96e8ba6b8..3cd965d0078c2d084196514b4c1b2bad96d274dc 100644 Binary files a/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_tab1.db and b/data_storage/UK/Education/school-funding-statistics_2023-24/data/20240125_tab1.db differ diff --git a/data_storage/UN/Crime/SYB67_328_202411_Intentional homicides and other crimes.db b/data_storage/UN/Crime/SYB67_328_202411_Intentional homicides and other crimes.db index 62acbcaa03cdc4369423e94b4ad0333bc0ffe18c..12b1f7e9555a16f3a9df01b0282a2fe1b2d936b0 100644 Binary files a/data_storage/UN/Crime/SYB67_328_202411_Intentional homicides and other crimes.db and b/data_storage/UN/Crime/SYB67_328_202411_Intentional homicides and other crimes.db differ diff --git a/data_storage/UN/Crime/UN_Crime_Continents.csv b/data_storage/UN/Crime/UN_Crime_Continents.csv new file mode 100644 index 0000000000000000000000000000000000000000..2b9b3a2e7e5fe5245860e4cdde9b5a3bf2002b7a --- /dev/null +++ b/data_storage/UN/Crime/UN_Crime_Continents.csv @@ -0,0 +1,253 @@ +Index,Region_Country_Area,Year,Row_Descriptor,Value,Footnotes,Source +1,"Total, all countries or areas",2005,"Percentage of male and female intentional homicide victims, Male",10.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2005,"Percentage of male and female intentional homicide victims, Female",2.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2010,"Intentional homicide rates per 100,000",6.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2010,"Percentage of male and female intentional homicide victims, Male",9.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2010,"Percentage of male and female intentional homicide victims, Female",2.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2015,"Intentional homicide rates per 100,000",5.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2015,"Percentage of male and female intentional homicide victims, Male",9.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2015,"Percentage of male and female intentional homicide victims, Female",2.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2022,"Intentional homicide rates per 100,000",5.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2022,"Percentage of male and female intentional homicide victims, Male",9.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +1,"Total, all countries or areas",2022,"Percentage of male and female intentional homicide victims, Female",2.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2005,"Intentional homicide rates per 100,000",12.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2005,"Percentage of male and female intentional homicide victims, Male",20.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2005,"Percentage of male and female intentional homicide victims, Female",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2010,"Intentional homicide rates per 100,000",12.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2010,"Percentage of male and female intentional homicide victims, Male",19.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2010,"Percentage of male and female intentional homicide victims, Female",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2015,"Intentional homicide rates per 100,000",12.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2015,"Percentage of male and female intentional homicide victims, Male",20.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2015,"Percentage of male and female intentional homicide victims, Female",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2022,"Intentional homicide rates per 100,000",12.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2022,"Percentage of male and female intentional homicide victims, Male",21.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +2,Africa,2022,"Percentage of male and female intentional homicide victims, Female",4.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2005,"Intentional homicide rates per 100,000",5.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2005,"Percentage of male and female intentional homicide victims, Male",8.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2005,"Percentage of male and female intentional homicide victims, Female",1.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2010,"Intentional homicide rates per 100,000",5.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2010,"Percentage of male and female intentional homicide victims, Male",9.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2010,"Percentage of male and female intentional homicide victims, Female",2.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2015,"Intentional homicide rates per 100,000",5.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2015,"Percentage of male and female intentional homicide victims, Male",9.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2015,"Percentage of male and female intentional homicide victims, Female",2.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2022,"Intentional homicide rates per 100,000",6.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2022,"Percentage of male and female intentional homicide victims, Male",10.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +15,Northern Africa,2022,"Percentage of male and female intentional homicide victims, Female",2.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2005,"Intentional homicide rates per 100,000",14.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2005,"Percentage of male and female intentional homicide victims, Male",24.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2005,"Percentage of male and female intentional homicide victims, Female",5.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2010,"Intentional homicide rates per 100,000",13.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2010,"Percentage of male and female intentional homicide victims, Male",22.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2010,"Percentage of male and female intentional homicide victims, Female",5.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2015,"Intentional homicide rates per 100,000",13.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2015,"Percentage of male and female intentional homicide victims, Male",22.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2015,"Percentage of male and female intentional homicide victims, Female",5.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2022,"Intentional homicide rates per 100,000",14.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2022,"Percentage of male and female intentional homicide victims, Male",23.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +202,Sub-Saharan Africa,2022,"Percentage of male and female intentional homicide victims, Female",5.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2005,"Intentional homicide rates per 100,000",14.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2005,"Percentage of male and female intentional homicide victims, Male",26.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2005,"Percentage of male and female intentional homicide victims, Female",3.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2010,"Intentional homicide rates per 100,000",16.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2010,"Percentage of male and female intentional homicide victims, Male",30.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2010,"Percentage of male and female intentional homicide victims, Female",3.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2015,"Intentional homicide rates per 100,000",16.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2015,"Percentage of male and female intentional homicide victims, Male",29.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2015,"Percentage of male and female intentional homicide victims, Female",3.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2022,"Intentional homicide rates per 100,000",14.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2022,"Percentage of male and female intentional homicide victims, Male",26.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +19,Americas,2022,"Percentage of male and female intentional homicide victims, Female",3.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2005,"Intentional homicide rates per 100,000",5.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2005,"Percentage of male and female intentional homicide victims, Male",8.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2005,"Percentage of male and female intentional homicide victims, Female",2.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2010,"Intentional homicide rates per 100,000",4.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2010,"Percentage of male and female intentional homicide victims, Male",7.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2010,"Percentage of male and female intentional homicide victims, Female",2.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2015,"Intentional homicide rates per 100,000",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2015,"Percentage of male and female intentional homicide victims, Male",7.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2015,"Percentage of male and female intentional homicide victims, Female",1.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2022,"Intentional homicide rates per 100,000",6.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2022,"Percentage of male and female intentional homicide victims, Male",9.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +21,Northern America,2022,"Percentage of male and female intentional homicide victims, Female",2.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2005,"Intentional homicide rates per 100,000",20.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2005,"Percentage of male and female intentional homicide victims, Male",37.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2005,"Percentage of male and female intentional homicide victims, Female",3.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2010,"Intentional homicide rates per 100,000",23.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2010,"Percentage of male and female intentional homicide victims, Male",43.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2010,"Percentage of male and female intentional homicide victims, Female",4.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2015,"Intentional homicide rates per 100,000",22.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2015,"Percentage of male and female intentional homicide victims, Male",41.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2015,"Percentage of male and female intentional homicide victims, Female",4.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2022,"Intentional homicide rates per 100,000",19.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2022,"Percentage of male and female intentional homicide victims, Male",35.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +419,Latin America & the Caribbean,2022,"Percentage of male and female intentional homicide victims, Female",3.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2005,"Intentional homicide rates per 100,000",3.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2005,"Percentage of male and female intentional homicide victims, Male",4.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2005,"Percentage of male and female intentional homicide victims, Female",1.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2010,"Intentional homicide rates per 100,000",2.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2010,"Percentage of male and female intentional homicide victims, Male",3.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2010,"Percentage of male and female intentional homicide victims, Female",1.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2015,"Intentional homicide rates per 100,000",2.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2015,"Percentage of male and female intentional homicide victims, Male",3.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2015,"Percentage of male and female intentional homicide victims, Female",1.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2022,"Intentional homicide rates per 100,000",2.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2022,"Percentage of male and female intentional homicide victims, Male",2.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +142,Asia,2022,"Percentage of male and female intentional homicide victims, Female",1.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2005,"Intentional homicide rates per 100,000",6.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2005,"Percentage of male and female intentional homicide victims, Male",10.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2005,"Percentage of male and female intentional homicide victims, Female",3.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2010,"Intentional homicide rates per 100,000",5.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2010,"Percentage of male and female intentional homicide victims, Male",7.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2010,"Percentage of male and female intentional homicide victims, Female",2.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2015,"Intentional homicide rates per 100,000",2.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2015,"Percentage of male and female intentional homicide victims, Male",3.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2015,"Percentage of male and female intentional homicide victims, Female",1.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2022,"Intentional homicide rates per 100,000",1.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2022,"Percentage of male and female intentional homicide victims, Male",2.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +143,Central Asia,2022,"Percentage of male and female intentional homicide victims, Female",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +30,Eastern Asia,2005,"Intentional homicide rates per 100,000",1.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +30,Eastern Asia,2010,"Intentional homicide rates per 100,000",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +30,Eastern Asia,2015,"Intentional homicide rates per 100,000",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +30,Eastern Asia,2022,"Intentional homicide rates per 100,000",0.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2005,"Intentional homicide rates per 100,000",2.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2005,"Percentage of male and female intentional homicide victims, Male",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2005,"Percentage of male and female intentional homicide victims, Female",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2010,"Intentional homicide rates per 100,000",2.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2010,"Percentage of male and female intentional homicide victims, Male",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2010,"Percentage of male and female intentional homicide victims, Female",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2015,"Intentional homicide rates per 100,000",2.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2015,"Percentage of male and female intentional homicide victims, Male",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2015,"Percentage of male and female intentional homicide victims, Female",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2021,"Intentional homicide rates per 100,000",3.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2021,"Percentage of male and female intentional homicide victims, Male",6.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2021,"Percentage of male and female intentional homicide victims, Female",1.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +35,South-eastern Asia,2022,"Intentional homicide rates per 100,000",1.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2005,"Intentional homicide rates per 100,000",3.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2005,"Percentage of male and female intentional homicide victims, Male",5.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2005,"Percentage of male and female intentional homicide victims, Female",2.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2010,"Intentional homicide rates per 100,000",3.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2010,"Percentage of male and female intentional homicide victims, Male",5.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2010,"Percentage of male and female intentional homicide victims, Female",2.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2015,"Intentional homicide rates per 100,000",3.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2015,"Percentage of male and female intentional homicide victims, Male",4.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2015,"Percentage of male and female intentional homicide victims, Female",2.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2022,"Intentional homicide rates per 100,000",3.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2022,"Percentage of male and female intentional homicide victims, Male",3.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +34,Southern Asia,2022,"Percentage of male and female intentional homicide victims, Female",2.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2005,"Intentional homicide rates per 100,000",5.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2005,"Percentage of male and female intentional homicide victims, Male",7.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2005,"Percentage of male and female intentional homicide victims, Female",2.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2010,"Intentional homicide rates per 100,000",3.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2010,"Percentage of male and female intentional homicide victims, Male",5.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2010,"Percentage of male and female intentional homicide victims, Female",1.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2015,"Intentional homicide rates per 100,000",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2015,"Percentage of male and female intentional homicide victims, Male",7.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2015,"Percentage of male and female intentional homicide victims, Female",2.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2022,"Intentional homicide rates per 100,000",4.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2022,"Percentage of male and female intentional homicide victims, Male",7.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +145,Western Asia,2022,"Percentage of male and female intentional homicide victims, Female",1.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2005,"Intentional homicide rates per 100,000",6.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2005,"Percentage of male and female intentional homicide victims, Male",9.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2005,"Percentage of male and female intentional homicide victims, Female",3.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2010,"Intentional homicide rates per 100,000",3.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2010,"Percentage of male and female intentional homicide victims, Male",5.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2010,"Percentage of male and female intentional homicide victims, Female",1.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2015,"Intentional homicide rates per 100,000",3.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2015,"Percentage of male and female intentional homicide victims, Male",5.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2015,"Percentage of male and female intentional homicide victims, Female",1.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2022,"Intentional homicide rates per 100,000",2.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2022,"Percentage of male and female intentional homicide victims, Male",3.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +150,Europe,2022,"Percentage of male and female intentional homicide victims, Female",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2005,"Intentional homicide rates per 100,000",13.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2005,"Percentage of male and female intentional homicide victims, Male",21.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2005,"Percentage of male and female intentional homicide victims, Female",6.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2010,"Intentional homicide rates per 100,000",7.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2010,"Percentage of male and female intentional homicide victims, Male",10.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2010,"Percentage of male and female intentional homicide victims, Female",3.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2015,"Intentional homicide rates per 100,000",7.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2015,"Percentage of male and female intentional homicide victims, Male",11.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2015,"Percentage of male and female intentional homicide victims, Female",3.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2021,"Intentional homicide rates per 100,000",4.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2021,"Percentage of male and female intentional homicide victims, Male",6.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +151,Eastern Europe,2021,"Percentage of male and female intentional homicide victims, Female",2.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2005,"Intentional homicide rates per 100,000",1.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2005,"Percentage of male and female intentional homicide victims, Male",2.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2005,"Percentage of male and female intentional homicide victims, Female",1.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2010,"Intentional homicide rates per 100,000",1.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2010,"Percentage of male and female intentional homicide victims, Male",2.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2010,"Percentage of male and female intentional homicide victims, Female",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2015,"Intentional homicide rates per 100,000",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2015,"Percentage of male and female intentional homicide victims, Male",1.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2015,"Percentage of male and female intentional homicide victims, Female",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2021,"Intentional homicide rates per 100,000",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2021,"Percentage of male and female intentional homicide victims, Male",1.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +154,Northern Europe,2021,"Percentage of male and female intentional homicide victims, Female",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2005,"Intentional homicide rates per 100,000",1.4,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2005,"Percentage of male and female intentional homicide victims, Male",2.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2005,"Percentage of male and female intentional homicide victims, Female",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2010,"Intentional homicide rates per 100,000",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2010,"Percentage of male and female intentional homicide victims, Male",1.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2010,"Percentage of male and female intentional homicide victims, Female",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2015,"Intentional homicide rates per 100,000",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2015,"Percentage of male and female intentional homicide victims, Male",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2015,"Percentage of male and female intentional homicide victims, Female",0.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2021,"Intentional homicide rates per 100,000",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2021,"Percentage of male and female intentional homicide victims, Male",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +39,Southern Europe,2021,"Percentage of male and female intentional homicide victims, Female",0.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2005,"Intentional homicide rates per 100,000",1.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2005,"Percentage of male and female intentional homicide victims, Male",1.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2005,"Percentage of male and female intentional homicide victims, Female",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2010,"Intentional homicide rates per 100,000",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2010,"Percentage of male and female intentional homicide victims, Male",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2010,"Percentage of male and female intentional homicide victims, Female",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2015,"Intentional homicide rates per 100,000",1.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2015,"Percentage of male and female intentional homicide victims, Male",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2015,"Percentage of male and female intentional homicide victims, Female",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2021,"Intentional homicide rates per 100,000",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2021,"Percentage of male and female intentional homicide victims, Male",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +155,Western Europe,2021,"Percentage of male and female intentional homicide victims, Female",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2005,"Intentional homicide rates per 100,000",3.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2005,"Percentage of male and female intentional homicide victims, Male",3.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2005,"Percentage of male and female intentional homicide victims, Female",2.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2010,"Intentional homicide rates per 100,000",2.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2010,"Percentage of male and female intentional homicide victims, Male",3.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2010,"Percentage of male and female intentional homicide victims, Female",2.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2015,"Intentional homicide rates per 100,000",2.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2015,"Percentage of male and female intentional homicide victims, Male",3.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2015,"Percentage of male and female intentional homicide victims, Female",2.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2022,"Intentional homicide rates per 100,000",2.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2022,"Percentage of male and female intentional homicide victims, Male",4.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +9,Oceania,2022,"Percentage of male and female intentional homicide victims, Female",1.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2005,"Intentional homicide rates per 100,000",1.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2005,"Percentage of male and female intentional homicide victims, Male",1.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2005,"Percentage of male and female intentional homicide victims, Female",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2010,"Intentional homicide rates per 100,000",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2010,"Percentage of male and female intentional homicide victims, Male",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2010,"Percentage of male and female intentional homicide victims, Female",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2015,"Intentional homicide rates per 100,000",1.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2015,"Percentage of male and female intentional homicide victims, Male",1.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2015,"Percentage of male and female intentional homicide victims, Female",0.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2022,"Intentional homicide rates per 100,000",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2022,"Percentage of male and female intentional homicide victims, Male",1.2,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +53,Australia and New Zealand,2022,"Percentage of male and female intentional homicide victims, Female",0.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +54,Melanesia,2005,"Intentional homicide rates per 100,000",8.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +54,Melanesia,2010,"Intentional homicide rates per 100,000",8.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +54,Melanesia,2015,"Intentional homicide rates per 100,000",7.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +54,Melanesia,2021,"Intentional homicide rates per 100,000",8.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +57,Micronesia,2005,"Intentional homicide rates per 100,000",4.0,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +57,Micronesia,2010,"Intentional homicide rates per 100,000",2.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +57,Micronesia,2015,"Intentional homicide rates per 100,000",3.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +57,Micronesia,2021,"Intentional homicide rates per 100,000",3.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2005,"Intentional homicide rates per 100,000",4.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2005,"Percentage of male and female intentional homicide victims, Male",7.6,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2005,"Percentage of male and female intentional homicide victims, Female",1.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2010,"Intentional homicide rates per 100,000",3.7,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2010,"Percentage of male and female intentional homicide victims, Male",6.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2010,"Percentage of male and female intentional homicide victims, Female",0.9,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2015,"Intentional homicide rates per 100,000",2.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2015,"Percentage of male and female intentional homicide victims, Male",3.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2015,"Percentage of male and female intentional homicide victims, Female",1.8,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2021,"Intentional homicide rates per 100,000",3.3,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2021,"Percentage of male and female intentional homicide victims, Male",5.5,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." +61,Polynesia,2021,"Percentage of male and female intentional homicide victims, Female",1.1,Estimate.,"United Nations Office on Drugs and Crime (UNODC), Vienna, UNODC Statistics database, last accessed May 2024." \ No newline at end of file diff --git a/data_storage/UN/Crime/UN_Crime_Continents.db b/data_storage/UN/Crime/UN_Crime_Continents.db new file mode 100644 index 0000000000000000000000000000000000000000..5c65a9542fd1de60b8ca859f9fd3fd584cd5d6fd Binary files /dev/null and b/data_storage/UN/Crime/UN_Crime_Continents.db differ diff --git a/data_storage/UN/Economy/GDP_per_capita_continents.csv b/data_storage/UN/Economy/GDP_per_capita_continents.csv new file mode 100644 index 0000000000000000000000000000000000000000..1f3455e5ded5ed5f151d29266896780b10f08d16 --- /dev/null +++ b/data_storage/UN/Economy/GDP_per_capita_continents.csv @@ -0,0 +1,504 @@ +Index,Region_Country_Area,Year,Row_Descriptor,Value,Footnotes,Source +1,"Total, all countries or areas",2005,GDP in current prices (millions of US dollars),"47,816,593",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2010,GDP in current prices (millions of US dollars),"66,633,612",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2015,GDP in current prices (millions of US dollars),"75,440,153",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2020,GDP in current prices (millions of US dollars),"85,483,570",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2021,GDP in current prices (millions of US dollars),"97,329,051",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2022,GDP in current prices (millions of US dollars),"100,834,796",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",1995,GDP per capita (US dollars),"5,450",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2005,GDP per capita (US dollars),"7,293",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2010,GDP per capita (US dollars),"9,541",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2015,GDP per capita (US dollars),"10,161",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2020,GDP per capita (US dollars),"10,905",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2021,GDP per capita (US dollars),"12,309",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2022,GDP per capita (US dollars),"12,647",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",1995,GDP in constant 2015 prices (millions of US dollars),"40,338,168",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2005,GDP in constant 2015 prices (millions of US dollars),"56,485,238",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2010,GDP in constant 2015 prices (millions of US dollars),"64,936,404",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2015,GDP in constant 2015 prices (millions of US dollars),"75,440,153",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2020,GDP in constant 2015 prices (millions of US dollars),"82,306,867",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2021,GDP in constant 2015 prices (millions of US dollars),"87,439,828",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2022,GDP in constant 2015 prices (millions of US dollars),"90,126,325",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",1995,GDP real rates of growth (percent),3.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2005,GDP real rates of growth (percent),4.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2010,GDP real rates of growth (percent),4.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2015,GDP real rates of growth (percent),3.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2020,GDP real rates of growth (percent),-2.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2021,GDP real rates of growth (percent),6.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +1,"Total, all countries or areas",2022,GDP real rates of growth (percent),3.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,1995,GDP in current prices (millions of US dollars),"604,665",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2005,GDP in current prices (millions of US dollars),"1,171,085",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2010,GDP in current prices (millions of US dollars),"2,033,221",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2015,GDP in current prices (millions of US dollars),"2,409,648",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2020,GDP in current prices (millions of US dollars),"2,447,535",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2021,GDP in current prices (millions of US dollars),"2,734,236",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2022,GDP in current prices (millions of US dollars),"2,870,757",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,1995,GDP per capita (US dollars),836,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2005,GDP per capita (US dollars),"1,264",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2010,GDP per capita (US dollars),"1,930",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2015,GDP per capita (US dollars),"2,009",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2020,GDP per capita (US dollars),"1,801",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2021,GDP per capita (US dollars),"1,964",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2022,GDP per capita (US dollars),"2,015",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,1995,GDP in constant 2015 prices (millions of US dollars),"984,617",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2005,GDP in constant 2015 prices (millions of US dollars),"1,534,059",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2010,GDP in constant 2015 prices (millions of US dollars),"1,995,795",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2015,GDP in constant 2015 prices (millions of US dollars),"2,409,648",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2020,GDP in constant 2015 prices (millions of US dollars),"2,635,713",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2021,GDP in constant 2015 prices (millions of US dollars),"2,777,729",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2022,GDP in constant 2015 prices (millions of US dollars),"2,875,884",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,1995,GDP real rates of growth (percent),2.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2005,GDP real rates of growth (percent),6.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2010,GDP real rates of growth (percent),5.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2015,GDP real rates of growth (percent),3.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2020,GDP real rates of growth (percent),-2.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2021,GDP real rates of growth (percent),5.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +2,Africa,2022,GDP real rates of growth (percent),3.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,1995,GDP in current prices (millions of US dollars),"207,392",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2005,GDP in current prices (millions of US dollars),"376,507",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2010,GDP in current prices (millions of US dollars),"646,437",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2015,GDP in current prices (millions of US dollars),"772,568",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2020,GDP in current prices (millions of US dollars),"762,299",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2021,GDP in current prices (millions of US dollars),"852,083",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2022,GDP in current prices (millions of US dollars),"855,580",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,1995,GDP per capita (US dollars),"1,281",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2005,GDP per capita (US dollars),"1,922",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2010,GDP per capita (US dollars),"3,127",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2015,GDP per capita (US dollars),"3,390",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2020,GDP per capita (US dollars),"3,039",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2021,GDP per capita (US dollars),"3,339",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2022,GDP per capita (US dollars),"3,298",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,1995,GDP in constant 2015 prices (millions of US dollars),"354,910",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2005,GDP in constant 2015 prices (millions of US dollars),"557,673",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2010,GDP in constant 2015 prices (millions of US dollars),"700,055",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2015,GDP in constant 2015 prices (millions of US dollars),"772,568",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2020,GDP in constant 2015 prices (millions of US dollars),"869,168",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2021,GDP in constant 2015 prices (millions of US dollars),"932,388",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2022,GDP in constant 2015 prices (millions of US dollars),"959,918",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,1995,GDP real rates of growth (percent),2.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2005,GDP real rates of growth (percent),6.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2010,GDP real rates of growth (percent),5.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2015,GDP real rates of growth (percent),3.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2020,GDP real rates of growth (percent),-3.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2021,GDP real rates of growth (percent),7.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +15,Northern Africa,2022,GDP real rates of growth (percent),3.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,1995,GDP in current prices (millions of US dollars),"397,273",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2005,GDP in current prices (millions of US dollars),"794,578",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2010,GDP in current prices (millions of US dollars),"1,386,785",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2015,GDP in current prices (millions of US dollars),"1,637,080",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2020,GDP in current prices (millions of US dollars),"1,685,236",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2021,GDP in current prices (millions of US dollars),"1,882,153",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2022,GDP in current prices (millions of US dollars),"2,015,177",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,1995,GDP per capita (US dollars),708,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2005,GDP per capita (US dollars),"1,088",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2010,GDP per capita (US dollars),"1,637",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2015,GDP per capita (US dollars),"1,685",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2020,GDP per capita (US dollars),"1,521",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2021,GDP per capita (US dollars),"1,656",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2022,GDP per capita (US dollars),"1,729",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,1995,GDP in constant 2015 prices (millions of US dollars),"629,707",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2005,GDP in constant 2015 prices (millions of US dollars),"976,386",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2010,GDP in constant 2015 prices (millions of US dollars),"1,295,740",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2015,GDP in constant 2015 prices (millions of US dollars),"1,637,080",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2020,GDP in constant 2015 prices (millions of US dollars),"1,766,545",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2021,GDP in constant 2015 prices (millions of US dollars),"1,845,341",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2022,GDP in constant 2015 prices (millions of US dollars),"1,915,966",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,1995,GDP real rates of growth (percent),3.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2005,GDP real rates of growth (percent),6.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2010,GDP real rates of growth (percent),6.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2015,GDP real rates of growth (percent),3.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2020,GDP real rates of growth (percent),-1.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2021,GDP real rates of growth (percent),4.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +202,Sub-Saharan Africa,2022,GDP real rates of growth (percent),3.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,1995,GDP in current prices (millions of US dollars),"71,188",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2005,GDP in current prices (millions of US dollars),"117,409",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2010,GDP in current prices (millions of US dollars),"235,948",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2015,GDP in current prices (millions of US dollars),"330,690",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2020,GDP in current prices (millions of US dollars),"425,948",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2021,GDP in current prices (millions of US dollars),"460,290",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2022,GDP in current prices (millions of US dollars),"512,915",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,1995,GDP per capita (US dollars),326,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2005,GDP per capita (US dollars),407,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2010,GDP per capita (US dollars),691,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2015,GDP per capita (US dollars),843,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2020,GDP per capita (US dollars),951,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2021,GDP per capita (US dollars),"1,001",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2022,GDP per capita (US dollars),"1,087",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,1995,GDP in constant 2015 prices (millions of US dollars),"110,361",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2005,GDP in constant 2015 prices (millions of US dollars),"165,872",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2010,GDP in constant 2015 prices (millions of US dollars),"244,330",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2015,GDP in constant 2015 prices (millions of US dollars),"330,690",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2020,GDP in constant 2015 prices (millions of US dollars),"410,573",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2021,GDP in constant 2015 prices (millions of US dollars),"433,454",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2022,GDP in constant 2015 prices (millions of US dollars),"455,154",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,1995,GDP real rates of growth (percent),4.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2005,GDP real rates of growth (percent),6.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2010,GDP real rates of growth (percent),9.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2015,GDP real rates of growth (percent),6.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2020,GDP real rates of growth (percent),0.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2021,GDP real rates of growth (percent),5.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +14,Eastern Africa,2022,GDP real rates of growth (percent),5.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,1995,GDP in current prices (millions of US dollars),"37,554",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2005,GDP in current prices (millions of US dollars),"101,403",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2010,GDP in current prices (millions of US dollars),"191,153",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2015,GDP in current prices (millions of US dollars),"242,684",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2020,GDP in current prices (millions of US dollars),"195,536",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2021,GDP in current prices (millions of US dollars),"234,765",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2022,GDP in current prices (millions of US dollars),"287,184",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,1995,GDP per capita (US dollars),441,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2005,GDP per capita (US dollars),892,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2010,GDP per capita (US dollars),"1,431",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2015,GDP per capita (US dollars),"1,542",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2020,GDP per capita (US dollars),"1,059",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2021,GDP per capita (US dollars),"1,234",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2022,GDP per capita (US dollars),"1,465",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,1995,GDP in constant 2015 prices (millions of US dollars),"85,635",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2005,GDP in constant 2015 prices (millions of US dollars),"140,505",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2010,GDP in constant 2015 prices (millions of US dollars),"192,186",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2015,GDP in constant 2015 prices (millions of US dollars),"242,684",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2020,GDP in constant 2015 prices (millions of US dollars),"239,188",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2021,GDP in constant 2015 prices (millions of US dollars),"244,752",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2022,GDP in constant 2015 prices (millions of US dollars),"254,834",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,1995,GDP real rates of growth (percent),6.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2005,GDP real rates of growth (percent),9.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2010,GDP real rates of growth (percent),4.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2015,GDP real rates of growth (percent),2.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2020,GDP real rates of growth (percent),-2.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2021,GDP real rates of growth (percent),2.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +17,Middle Africa,2022,GDP real rates of growth (percent),4.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,1995,GDP in current prices (millions of US dollars),"183,240",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2005,GDP in current prices (millions of US dollars),"310,532",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2010,GDP in current prices (millions of US dollars),"448,120",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2015,GDP in current prices (millions of US dollars),"377,771",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2020,GDP in current prices (millions of US dollars),"369,839",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2021,GDP in current prices (millions of US dollars),"458,451",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2022,GDP in current prices (millions of US dollars),"444,845",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,1995,GDP per capita (US dollars),"3,663",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2005,GDP per capita (US dollars),"5,553",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2010,GDP per capita (US dollars),"7,583",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2015,GDP per capita (US dollars),"5,929",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2020,GDP per capita (US dollars),"5,498",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2021,GDP per capita (US dollars),"6,743",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2022,GDP per capita (US dollars),"6,485",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,1995,GDP in constant 2015 prices (millions of US dollars),"207,820",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2005,GDP in constant 2015 prices (millions of US dollars),"289,208",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2010,GDP in constant 2015 prices (millions of US dollars),"337,096",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2015,GDP in constant 2015 prices (millions of US dollars),"377,771",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2020,GDP in constant 2015 prices (millions of US dollars),"369,421",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2021,GDP in constant 2015 prices (millions of US dollars),"387,810",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2022,GDP in constant 2015 prices (millions of US dollars),"395,964",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,1995,GDP real rates of growth (percent),3.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2005,GDP real rates of growth (percent),5.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2010,GDP real rates of growth (percent),3.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2015,GDP real rates of growth (percent),1.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2020,GDP real rates of growth (percent),-6.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2021,GDP real rates of growth (percent),5.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +18,Southern Africa,2022,GDP real rates of growth (percent),2.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,1995,GDP in current prices (millions of US dollars),"105,290",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2005,GDP in current prices (millions of US dollars),"265,234",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2010,GDP in current prices (millions of US dollars),"511,565",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2015,GDP in current prices (millions of US dollars),"685,936",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2020,GDP in current prices (millions of US dollars),"693,913",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2021,GDP in current prices (millions of US dollars),"728,646",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2022,GDP in current prices (millions of US dollars),"770,232",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,1995,GDP per capita (US dollars),506,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2005,GDP per capita (US dollars),974,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2010,GDP per capita (US dollars),"1,636",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2015,GDP per capita (US dollars),"1,915",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2020,GDP per capita (US dollars),"1,700",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2021,GDP per capita (US dollars),"1,741",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2022,GDP per capita (US dollars),"1,795",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,1995,GDP in constant 2015 prices (millions of US dollars),"225,893",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2005,GDP in constant 2015 prices (millions of US dollars),"380,802",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2010,GDP in constant 2015 prices (millions of US dollars),"522,128",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2015,GDP in constant 2015 prices (millions of US dollars),"685,936",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2020,GDP in constant 2015 prices (millions of US dollars),"747,364",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2021,GDP in constant 2015 prices (millions of US dollars),"779,325",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2022,GDP in constant 2015 prices (millions of US dollars),"810,013",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,1995,GDP real rates of growth (percent),1.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2005,GDP real rates of growth (percent),6.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2010,GDP real rates of growth (percent),7.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2015,GDP real rates of growth (percent),3.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2020,GDP real rates of growth (percent),-0.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2021,GDP real rates of growth (percent),4.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +11,Western Africa,2022,GDP real rates of growth (percent),3.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,1995,GDP in current prices (millions of US dollars),"10,242,888",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2005,GDP in current prices (millions of US dollars),"17,124,347",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2010,GDP in current prices (millions of US dollars),"22,077,292",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2015,GDP in current prices (millions of US dollars),"25,414,810",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2020,GDP in current prices (millions of US dollars),"27,666,347",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2021,GDP in current prices (millions of US dollars),"31,004,182",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2022,GDP in current prices (millions of US dollars),"34,020,481",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,1995,GDP per capita (US dollars),"13,176",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2005,GDP per capita (US dollars),"19,328",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2010,GDP per capita (US dollars),"23,622",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2015,GDP per capita (US dollars),"25,872",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2020,GDP per capita (US dollars),"27,003",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2021,GDP per capita (US dollars),"30,097",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2022,GDP per capita (US dollars),"32,842",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,1995,GDP in constant 2015 prices (millions of US dollars),"15,249,801",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2005,GDP in constant 2015 prices (millions of US dollars),"21,080,187",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2010,GDP in constant 2015 prices (millions of US dollars),"22,747,677",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2015,GDP in constant 2015 prices (millions of US dollars),"25,414,810",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2020,GDP in constant 2015 prices (millions of US dollars),"26,454,540",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2021,GDP in constant 2015 prices (millions of US dollars),"28,033,939",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2022,GDP in constant 2015 prices (millions of US dollars),"28,714,113",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,1995,GDP real rates of growth (percent),2.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2005,GDP real rates of growth (percent),3.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2010,GDP real rates of growth (percent),3.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2015,GDP real rates of growth (percent),2.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2020,GDP real rates of growth (percent),-3.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2021,GDP real rates of growth (percent),6.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +19,Americas,2022,GDP real rates of growth (percent),2.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,1995,GDP in current prices (millions of US dollars),"8,249,570",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2005,GDP in current prices (millions of US dollars),"14,219,073",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2010,GDP in current prices (millions of US dollars),"16,675,376",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2015,GDP in current prices (millions of US dollars),"19,860,284",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2020,GDP in current prices (millions of US dollars),"22,980,568",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2021,GDP in current prices (millions of US dollars),"25,606,009",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2022,GDP in current prices (millions of US dollars),"27,892,511",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,1995,GDP per capita (US dollars),"27,958",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2005,GDP per capita (US dollars),"43,196",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2010,GDP per capita (US dollars),"48,297",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2015,GDP per capita (US dollars),"55,097",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2020,GDP per capita (US dollars),"61,453",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2021,GDP per capita (US dollars),"68,233",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2022,GDP per capita (US dollars),"74,012",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,1995,GDP in constant 2015 prices (millions of US dollars),"12,070,353",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2005,GDP in constant 2015 prices (millions of US dollars),"16,891,978",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2010,GDP in constant 2015 prices (millions of US dollars),"17,751,958",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2015,GDP in constant 2015 prices (millions of US dollars),"19,860,284",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2020,GDP in constant 2015 prices (millions of US dollars),"21,309,921",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2021,GDP in constant 2015 prices (millions of US dollars),"22,533,082",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2022,GDP in constant 2015 prices (millions of US dollars),"22,994,457",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,1995,GDP real rates of growth (percent),2.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2005,GDP real rates of growth (percent),3.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2010,GDP real rates of growth (percent),2.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2015,GDP real rates of growth (percent),2.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2020,GDP real rates of growth (percent),-2.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2021,GDP real rates of growth (percent),5.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +21,Northern America,2022,GDP real rates of growth (percent),2.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,1995,GDP in current prices (millions of US dollars),"1,993,319",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2005,GDP in current prices (millions of US dollars),"2,905,274",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2010,GDP in current prices (millions of US dollars),"5,401,916",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2015,GDP in current prices (millions of US dollars),"5,554,527",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2020,GDP in current prices (millions of US dollars),"4,685,778",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2021,GDP in current prices (millions of US dollars),"5,398,173",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2022,GDP in current prices (millions of US dollars),"6,127,970",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,1995,GDP per capita (US dollars),"4,133",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2005,GDP per capita (US dollars),"5,218",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2010,GDP per capita (US dollars),"9,166",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2015,GDP per capita (US dollars),"8,932",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2020,GDP per capita (US dollars),"7,202",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2021,GDP per capita (US dollars),"8,243",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2022,GDP per capita (US dollars),"9,298",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,1995,GDP in constant 2015 prices (millions of US dollars),"3,179,449",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2005,GDP in constant 2015 prices (millions of US dollars),"4,188,209",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2010,GDP in constant 2015 prices (millions of US dollars),"4,995,719",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2015,GDP in constant 2015 prices (millions of US dollars),"5,554,527",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2020,GDP in constant 2015 prices (millions of US dollars),"5,144,619",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2021,GDP in constant 2015 prices (millions of US dollars),"5,500,857",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2022,GDP in constant 2015 prices (millions of US dollars),"5,719,657",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,1995,GDP real rates of growth (percent),1.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2005,GDP real rates of growth (percent),4.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2010,GDP real rates of growth (percent),5.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2015,GDP real rates of growth (percent),0.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2020,GDP real rates of growth (percent),-7.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2021,GDP real rates of growth (percent),6.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +419,Latin America & the Caribbean,2022,GDP real rates of growth (percent),4.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,1995,GDP in current prices (millions of US dollars),"121,859",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2005,GDP in current prices (millions of US dollars),"226,610",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2010,GDP in current prices (millions of US dollars),"297,212",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2015,GDP in current prices (millions of US dollars),"354,748",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2020,GDP in current prices (millions of US dollars),"375,791",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2021,GDP in current prices (millions of US dollars),"424,831",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2022,GDP in current prices (millions of US dollars),"483,941",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,1995,GDP per capita (US dollars),"3,442",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2005,GDP per capita (US dollars),"5,817",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2010,GDP per capita (US dollars),"7,350",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2015,GDP per capita (US dollars),"8,486",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2020,GDP per capita (US dollars),"8,734",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2021,GDP per capita (US dollars),"9,823",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2022,GDP per capita (US dollars),"11,135",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,1995,GDP in constant 2015 prices (millions of US dollars),"202,807",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2005,GDP in constant 2015 prices (millions of US dollars),"294,658",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2010,GDP in constant 2015 prices (millions of US dollars),"325,063",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2015,GDP in constant 2015 prices (millions of US dollars),"354,748",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2020,GDP in constant 2015 prices (millions of US dollars),"339,192",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2021,GDP in constant 2015 prices (millions of US dollars),"354,039",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2022,GDP in constant 2015 prices (millions of US dollars),"367,262",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,1995,GDP real rates of growth (percent),4.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2005,GDP real rates of growth (percent),3.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2010,GDP real rates of growth (percent),1.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2015,GDP real rates of growth (percent),2.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2020,GDP real rates of growth (percent),-8.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2021,GDP real rates of growth (percent),4.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +29,Caribbean,2022,GDP real rates of growth (percent),3.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,1995,GDP in current prices (millions of US dollars),"432,357",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2005,GDP in current prices (millions of US dollars),"1,012,333",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2010,GDP in current prices (millions of US dollars),"1,258,279",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2015,GDP in current prices (millions of US dollars),"1,446,809",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2020,GDP in current prices (millions of US dollars),"1,381,514",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2021,GDP in current prices (millions of US dollars),"1,605,656",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2022,GDP in current prices (millions of US dollars),"1,785,939",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,1995,GDP per capita (US dollars),"3,512",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2005,GDP per capita (US dollars),"6,956",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2010,GDP per capita (US dollars),"8,063",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2015,GDP per capita (US dollars),"8,654",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2020,GDP per capita (US dollars),"7,834",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2021,GDP per capita (US dollars),"9,038",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2022,GDP per capita (US dollars),"9,974",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,1995,GDP in constant 2015 prices (millions of US dollars),"828,947",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2005,GDP in constant 2015 prices (millions of US dollars),"1,154,309",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2010,GDP in constant 2015 prices (millions of US dollars),"1,252,684",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2015,GDP in constant 2015 prices (millions of US dollars),"1,446,809",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2020,GDP in constant 2015 prices (millions of US dollars),"1,415,834",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2021,GDP in constant 2015 prices (millions of US dollars),"1,509,084",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2022,GDP in constant 2015 prices (millions of US dollars),"1,573,131",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,1995,GDP real rates of growth (percent),-4.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2005,GDP real rates of growth (percent),2.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2010,GDP real rates of growth (percent),4.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2015,GDP real rates of growth (percent),3.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2020,GDP real rates of growth (percent),-8.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2021,GDP real rates of growth (percent),6.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +13,Central America,2022,GDP real rates of growth (percent),4.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,1995,GDP in current prices (millions of US dollars),"1,439,103",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2005,GDP in current prices (millions of US dollars),"1,666,331",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2010,GDP in current prices (millions of US dollars),"3,846,426",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2015,GDP in current prices (millions of US dollars),"3,752,970",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2020,GDP in current prices (millions of US dollars),"2,928,474",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2021,GDP in current prices (millions of US dollars),"3,367,686",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2022,GDP in current prices (millions of US dollars),"3,858,090",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,1995,GDP per capita (US dollars),"4,444",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2005,GDP per capita (US dollars),"4,476",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2010,GDP per capita (US dollars),"9,791",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2015,GDP per capita (US dollars),"9,090",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2020,GDP per capita (US dollars),"6,791",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2021,GDP per capita (US dollars),"7,760",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2022,GDP per capita (US dollars),"8,839",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,1995,GDP in constant 2015 prices (millions of US dollars),"2,147,695",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2005,GDP in constant 2015 prices (millions of US dollars),"2,739,242",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2010,GDP in constant 2015 prices (millions of US dollars),"3,417,973",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2015,GDP in constant 2015 prices (millions of US dollars),"3,752,970",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2020,GDP in constant 2015 prices (millions of US dollars),"3,389,594",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2021,GDP in constant 2015 prices (millions of US dollars),"3,637,734",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2022,GDP in constant 2015 prices (millions of US dollars),"3,779,263",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,1995,GDP real rates of growth (percent),3.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2005,GDP real rates of growth (percent),5.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2010,GDP real rates of growth (percent),6.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2015,GDP real rates of growth (percent),-1.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2020,GDP real rates of growth (percent),-6.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2021,GDP real rates of growth (percent),7.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +5,South America,2022,GDP real rates of growth (percent),3.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,1995,GDP in current prices (millions of US dollars),"9,324,655",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2005,GDP in current prices (millions of US dollars),"12,487,279",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2010,GDP in current prices (millions of US dollars),"21,143,028",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2015,GDP in current prices (millions of US dollars),"26,966,511",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2020,GDP in current prices (millions of US dollars),"32,632,452",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2021,GDP in current prices (millions of US dollars),"37,500,174",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2022,GDP in current prices (millions of US dollars),"38,004,625",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,1995,GDP per capita (US dollars),"2,677",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2005,GDP per capita (US dollars),"3,138",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2010,GDP per capita (US dollars),"5,010",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2015,GDP per capita (US dollars),"6,048",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2020,GDP per capita (US dollars),"6,997",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2021,GDP per capita (US dollars),"7,989",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2022,GDP per capita (US dollars),"8,049",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,1995,GDP in constant 2015 prices (millions of US dollars),"10,036,707",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2005,GDP in constant 2015 prices (millions of US dollars),"15,697,678",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2010,GDP in constant 2015 prices (millions of US dollars),"20,870,686",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2015,GDP in constant 2015 prices (millions of US dollars),"26,966,511",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2020,GDP in constant 2015 prices (millions of US dollars),"32,005,321",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2021,GDP in constant 2015 prices (millions of US dollars),"34,117,438",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2022,GDP in constant 2015 prices (millions of US dollars),"35,357,380",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,1995,GDP real rates of growth (percent),5.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2005,GDP real rates of growth (percent),6.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2010,GDP real rates of growth (percent),7.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2015,GDP real rates of growth (percent),5.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2020,GDP real rates of growth (percent),-0.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2021,GDP real rates of growth (percent),6.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +142,Asia,2022,GDP real rates of growth (percent),3.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,1995,GDP in current prices (millions of US dollars),"41,632",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2005,GDP in current prices (millions of US dollars),"93,155",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2010,GDP in current prices (millions of US dollars),"231,077",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2015,GDP in current prices (millions of US dollars),"321,586",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2020,GDP in current prices (millions of US dollars),"293,363",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2021,GDP in current prices (millions of US dollars),"340,224",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2022,GDP in current prices (millions of US dollars),"394,320",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,1995,GDP per capita (US dollars),768,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2005,GDP per capita (US dollars),"1,573",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2010,GDP per capita (US dollars),"3,632",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2015,GDP per capita (US dollars),"4,661",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2020,GDP per capita (US dollars),"3,926",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2021,GDP per capita (US dollars),"4,483",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2022,GDP per capita (US dollars),"5,118",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,1995,GDP in constant 2015 prices (millions of US dollars),"97,467",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2005,GDP in constant 2015 prices (millions of US dollars),"169,983",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2010,GDP in constant 2015 prices (millions of US dollars),"245,266",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2015,GDP in constant 2015 prices (millions of US dollars),"321,586",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2020,GDP in constant 2015 prices (millions of US dollars),"374,436",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2021,GDP in constant 2015 prices (millions of US dollars),"394,728",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2022,GDP in constant 2015 prices (millions of US dollars),"410,564",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,1995,GDP real rates of growth (percent),-6.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2005,GDP real rates of growth (percent),9.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2010,GDP real rates of growth (percent),8.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2015,GDP real rates of growth (percent),3.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2020,GDP real rates of growth (percent),-1.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2021,GDP real rates of growth (percent),5.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +143,Central Asia,2022,GDP real rates of growth (percent),4.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,1995,GDP in current prices (millions of US dollars),"7,283,959",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2005,GDP in current prices (millions of US dollars),"8,636,076",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2010,GDP in current prices (millions of US dollars),"13,712,623",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2015,GDP in current prices (millions of US dollars),"17,889,125",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2020,GDP in current prices (millions of US dollars),"22,453,469",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2021,GDP in current prices (millions of US dollars),"25,852,085",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2022,GDP in current prices (millions of US dollars),"25,047,265",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,1995,GDP per capita (US dollars),"5,054",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2005,GDP per capita (US dollars),"5,618",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2010,GDP per capita (US dollars),"8,663",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2015,GDP per capita (US dollars),"10,966",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2020,GDP per capita (US dollars),"13,503",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2021,GDP per capita (US dollars),"15,542",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2022,GDP per capita (US dollars),"15,063",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,1995,GDP in constant 2015 prices (millions of US dollars),"6,641,899",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2005,GDP in constant 2015 prices (millions of US dollars),"10,311,021",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2010,GDP in constant 2015 prices (millions of US dollars),"13,827,799",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2015,GDP in constant 2015 prices (millions of US dollars),"17,889,125",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2020,GDP in constant 2015 prices (millions of US dollars),"21,591,473",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2021,GDP in constant 2015 prices (millions of US dollars),"23,055,637",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2022,GDP in constant 2015 prices (millions of US dollars),"23,619,905",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,1995,GDP real rates of growth (percent),5.5,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2005,GDP real rates of growth (percent),6.2,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2010,GDP real rates of growth (percent),8.1,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2015,GDP real rates of growth (percent),4.9,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2020,GDP real rates of growth (percent),0.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2021,GDP real rates of growth (percent),6.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +30,Eastern Asia,2022,GDP real rates of growth (percent),2.4,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,1995,GDP in current prices (millions of US dollars),"706,465",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2005,GDP in current prices (millions of US dollars),"962,280",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2010,GDP in current prices (millions of US dollars),"2,021,184",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2015,GDP in current prices (millions of US dollars),"2,526,717",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2020,GDP in current prices (millions of US dollars),"3,092,737",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2021,GDP in current prices (millions of US dollars),"3,384,423",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2022,GDP in current prices (millions of US dollars),"3,630,588",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,1995,GDP per capita (US dollars),"1,459",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2005,GDP per capita (US dollars),"1,711",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2010,GDP per capita (US dollars),"3,370",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2015,GDP per capita (US dollars),"3,969",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2020,GDP per capita (US dollars),"4,615",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2021,GDP per capita (US dollars),"5,008",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2022,GDP per capita (US dollars),"5,330",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,1995,GDP in constant 2015 prices (millions of US dollars),"1,018,089",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2005,GDP in constant 2015 prices (millions of US dollars),"1,489,036",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2010,GDP in constant 2015 prices (millions of US dollars),"1,971,902",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2015,GDP in constant 2015 prices (millions of US dollars),"2,526,717",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2020,GDP in constant 2015 prices (millions of US dollars),"2,955,288",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2021,GDP in constant 2015 prices (millions of US dollars),"3,072,093",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2022,GDP in constant 2015 prices (millions of US dollars),"3,243,635",,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,1995,GDP real rates of growth (percent),7.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2005,GDP real rates of growth (percent),5.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2010,GDP real rates of growth (percent),8.3,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2015,GDP real rates of growth (percent),4.8,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2020,GDP real rates of growth (percent),-3.7,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2021,GDP real rates of growth (percent),4.0,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." +35,South-eastern Asia,2022,GDP real rates of growth (percent),5.6,,"United Nations Statistics Division, New York, National Accounts Statistics: Analysis of Main Aggregates (AMA) database, last accessed April 2024." \ No newline at end of file diff --git a/data_storage/UN/Economy/GDP_per_capita_continents.db b/data_storage/UN/Economy/GDP_per_capita_continents.db new file mode 100644 index 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b/data_storage/UN/Labour/SYB67_329_202411_Labour Force and Unemployment.db index 28fe87461d33adddf9757e9d6afc4fc39d23bae3..7cb1132d5793b24df45b0bba39f091b86971e702 100644 Binary files a/data_storage/UN/Labour/SYB67_329_202411_Labour Force and Unemployment.db and b/data_storage/UN/Labour/SYB67_329_202411_Labour Force and Unemployment.db differ diff --git a/data_storage/UN/Land/SYB67_145_202411_Land.db b/data_storage/UN/Land/SYB67_145_202411_Land.db index 72782573fe79abc40bf536b632d103d63b0fd2c5..668c296034d6c3cfd2afca580b8bb7a12d01b34f 100644 Binary files a/data_storage/UN/Land/SYB67_145_202411_Land.db and b/data_storage/UN/Land/SYB67_145_202411_Land.db differ diff --git a/graphs/graphs_display.html b/graphs/graphs_display.html index 534b003b085422104ea35cd598b56daa0b7fc06f..c62d6f5d527c3ae368d0046d45acd4e0f363832a 100644 Binary files a/graphs/graphs_display.html and b/graphs/graphs_display.html differ diff --git a/main.py b/main.py index 040d1ba45abd4a48aa862eff69eee9bf388d6c1d..196136d41c272f1c6738fd6058157cfba1f6be08 100644 --- a/main.py +++ b/main.py @@ -31,341 +31,328 @@ table_list_UK = sql_t_UK.list_db(verbose=False) -def combined_graph(): - - - male_homicide_rate_query = querys.male_homicide_rate() - male_homicide_rate = sql_t_UN.query_db(male_homicide_rate_query, table_name="SYB67_328_202411_Intentional homicides and other crimes.db") +def un_crime_line_chart(): + # Query the crime data + crime_rate_query = querys.overall_homicide_rate() + df = sql_t_UN.query_db( + crime_rate_query, + table_name="UN_Crime_Continents.db" + ) + # Ensure 'Value' is numeric + df["Value"] = pd.to_numeric(df["Value"], errors="coerce") + + # Get a list of unique regions + regions = df["Region_Country_Area"].unique().tolist() # Convert to list + + # Create a line chart for each region + traces = [] + for region in regions: + region_data = df[df["Region_Country_Area"] == region] + grouped = region_data.groupby("Year", as_index=False)["Value"].mean() + trace = go.Scatter( + x=grouped["Year"], + y=grouped["Value"], + mode="lines", + name=region, + visible=(region == "Total, all countries or areas") # Default visible + ) + traces.append(trace) - education_rate_query = querys.education_rate() - education_rate = sql_t_UN.query_db(education_rate_query, table_name="SYB67_245_202411_Public expenditure on education and access to computers.db") + # Create the figure + fig = go.Figure(data=traces) + # Create the dropdown menu + buttons = [] + for region in regions: + visibility_array = [False] * len(regions) + visibility_array[regions.index(region)] = True + buttons.append(dict( + label=region, + method="update", + args=[{"visible": visibility_array}, + {"title": f"Crime Rate Over Time: {region}"}] + )) - merged_df_male = pd.merge(male_homicide_rate, education_rate, on=['Region_Country_Area', 'Year'], suffixes=('_Male_Homicide', '_Education')) - merged_df_male['Gender'] = 'Male' + # Update the layout with the dropdown menu + fig.update_layout( + title="Crime Rate Over Time: Total, all countries or areas", + xaxis_title="Year", + yaxis_title="Homicide Rate", + updatemenus=[dict( + buttons=buttons, + direction="down", + showactive=True, + x=0.02, + xanchor="left", + y=1.15, + yanchor="top" + )] + ) - fem_homicide_rate_query = querys.female_homicide_rate() - fem_homicide_rate = sql_t_UN.query_db(fem_homicide_rate_query, table_name="SYB67_328_202411_Intentional homicides and other crimes.db") + return fig + + + +def gdp_per_continent(): + # Query the GDP data + gdp_per_cap_query = querys.gdp_per_cap() + df = sql_t_UN.query_db( + gdp_per_cap_query, + table_name="GDP_per_capita_continents.db" + ) - merged_df_female = pd.merge(fem_homicide_rate, education_rate, on=['Region_Country_Area', 'Year'], suffixes=('_Fem_Homicide', '_Education')) - merged_df_female['Gender'] = 'Female' + # Ensure 'Value' is numeric and remove commas + df["Value"] = df["Value"].str.replace(",", "").astype(float) - unemployment_rate_query = querys.unemployment_rate() - unemployment_rate = sql_t_UN.query_db(unemployment_rate_query, table_name="SYB67_329_202411_Labour Force and Unemployment.db") + # Filter the data to include only GDP per capita + gdp_per_capita_df = df[df["Row_Descriptor"] == "GDP per capita (US dollars)"] - homicide_rate_query = querys.overall_homicide_rate() - homicide_rate = sql_t_UN.query_db(homicide_rate_query, table_name="SYB67_328_202411_Intentional homicides and other crimes.db") + # Calculate the total GDP per capita for each year + total_gdp_per_capita_per_year = gdp_per_capita_df.groupby("Year")["Value"].sum().reset_index() + total_gdp_per_capita_per_year.rename(columns={"Value": "Total_GDP_Per_Capita"}, inplace=True) - + # Merge the total GDP per capita back into the original DataFrame + gdp_per_capita_df = gdp_per_capita_df.merge(total_gdp_per_capita_per_year, on="Year") - combined_df = pd.concat([merged_df_male[['Region_Country_Area', 'Year', 'Value_Male_Homicide', 'Value_Education', 'Gender']], - merged_df_female[['Region_Country_Area', 'Year', 'Value_Fem_Homicide', 'Value_Education', 'Gender']]]) - combined_df['Homicide_Rate'] = combined_df.apply(lambda row: row['Value_Male_Homicide'] if row['Gender'] == 'Male' else row['Value_Fem_Homicide'], axis=1) - - - - merged_df_unemployment = pd.merge(unemployment_rate, homicide_rate, on=['Region_Country_Area', 'Year'], suffixes=('_Unemployment', '_Homicide')) - - - fem_homicide_rate['Value'] = pd.to_numeric(fem_homicide_rate['Value'], errors='coerce') - homicide_rate['Value'] = pd.to_numeric(homicide_rate['Value'], errors='coerce') - - fem_homicide_rate['Num_fem_homicide'] = (fem_homicide_rate['Value'] / 100) * homicide_rate['Value'] - internet_usage = querys.internet_usage() - internet_usage = sql_t_UN.query_db(internet_usage, table_name="SYB67_314_202411_Internet Usage.db") - merged_df_internet = pd.merge(fem_homicide_rate, internet_usage, on=['Region_Country_Area', 'Year'], suffixes=('_Fem_Homicide', '_Internet')) - - # Combine all data into one DataFrame - combined_df = combined_df.rename(columns={'Value_Education': 'Education Expenditure (%)'}) - merged_df_unemployment = merged_df_unemployment.rename(columns={'Value_Unemployment': 'Unemployment Rate (%)'}) - merged_df_internet = merged_df_internet.rename(columns={'Value_Internet': 'Internet Usage (%)', 'Num_fem_homicide': 'Number of Women Killed (per 100,000)'}) - - combined_df = combined_df.merge(merged_df_unemployment[['Region_Country_Area', 'Year', 'Unemployment Rate (%)']], on=['Region_Country_Area', 'Year'], how='left') - combined_df = combined_df.merge(merged_df_internet[['Region_Country_Area', 'Year', 'Internet Usage (%)', 'Number of Women Killed (per 100,000)']], on=['Region_Country_Area', 'Year'], how='left') - - # Ensure all colunms aside from Region_Country_Area are numeric - for col in combined_df.columns: - if col != "Region_Country_Area": - combined_df[col] = pd.to_numeric(combined_df[col], errors='coerce') + # Calculate the percentage of the total GDP per capita for each region for each year + gdp_per_capita_df["Percentage"] = (gdp_per_capita_df["Value"] / gdp_per_capita_df["Total_GDP_Per_Capita"]) * 100 - - #print(combined_df.head()) - - # Create Plotly figure with dropdown menu - fig = go.Figure() - - - # Function to add trend line - def add_trend_line(fig, x, y, name): - # Ensure the data is numeric and drop NaNs - x = pd.to_numeric(x, errors='coerce') - y = pd.to_numeric(y, errors='coerce') - df = pd.DataFrame({'x': x, 'y': y}).dropna() - X = sm.add_constant(df['x']) - model = sm.OLS(df['y'], X).fit() - trendline = model.predict(X) - fig.add_trace(go.Scatter(x=df['x'], y=trendline, mode='lines', name=f'Trend: {name}', line=dict(dash='dash'))) - - - # Create Plotly figure with dropdown menu - fig = go.Figure() - - # Add traces for each variable - fig.add_trace(go.Scatter(x=combined_df['Education Expenditure (%)'], y=combined_df['Homicide_Rate'], mode='markers', name='Education Expenditure (%)', hovertemplate='Country: %{text}<br>Year: %{customdata[0]}<br>Value: %{y}', text=combined_df['Region_Country_Area'], customdata=combined_df[['Year']])) - add_trend_line(fig, combined_df['Education Expenditure (%)'], combined_df['Homicide_Rate'], 'Education Expenditure (%)') - - fig.add_trace(go.Scatter(x=combined_df['Unemployment Rate (%)'], y=combined_df['Homicide_Rate'], mode='markers', name='Unemployment Rate (%)', hovertemplate='Country: %{text}<br>Year: %{customdata[0]}<br>Value: %{y}', text=combined_df['Region_Country_Area'], customdata=combined_df[['Year']])) - add_trend_line(fig, combined_df['Unemployment Rate (%)'], combined_df['Homicide_Rate'], 'Unemployment Rate (%)') - - fig.add_trace(go.Scatter(x=combined_df['Internet Usage (%)'], y=combined_df['Homicide_Rate'], mode='markers', name='Internet Usage (%)', hovertemplate='Country: %{text}<br>Year: %{customdata[0]}<br>Value: %{y}', text=combined_df['Region_Country_Area'], customdata=combined_df[['Year']])) - add_trend_line(fig, combined_df['Internet Usage (%)'], combined_df['Homicide_Rate'], 'Internet Usage (%)') + # Create frames for the animation + frames = [] + for year in gdp_per_capita_df["Year"].unique(): + year_data = gdp_per_capita_df[gdp_per_capita_df["Year"] == year] + frames.append(go.Frame( + data=[go.Pie(labels=year_data["Region_Country_Area"], values=year_data["Percentage"])], + name=str(year) + )) + + # Create the initial pie chart + initial_year = gdp_per_capita_df["Year"].min() + initial_data = gdp_per_capita_df[gdp_per_capita_df["Year"] == initial_year] + + fig = go.Figure( + data=[go.Pie(labels=initial_data["Region_Country_Area"], values=initial_data["Percentage"])], + layout=go.Layout( + title=f"GDP per Capita as a Percentage of the Total for {initial_year}", + updatemenus=[dict( + type="buttons", + showactive=False, + buttons=[dict(label="Play", + method="animate", + args=[None, {"frame": {"duration": 1000, "redraw": True}, "fromcurrent": True}]), + dict(label="Pause", + method="animate", + args=[[None], {"frame": {"duration": 0, "redraw": False}, "mode": "immediate"}])] + )], + sliders=[{ + "steps": [ + {"args": [[str(year)], {"frame": {"duration": 1000, "redraw": True}, "mode": "immediate"}], + "label": str(year), + "method": "animate"} for year in gdp_per_capita_df["Year"].unique() + ], + "transition": {"duration": 300}, + "x": 0.1, + "xanchor": "left", + "y": 0, + "yanchor": "top" + }] + ), + frames=frames + ) + + return fig - fig.add_trace(go.Scatter(x=combined_df['Number of Women Killed (per 100,000)'], y=combined_df['Homicide_Rate'], mode='markers', name='Number of Women Killed (per 100,000)', hovertemplate='Country: %{text}<br>Year: %{customdata[0]}<br>Value: %{y}', text=combined_df['Region_Country_Area'], customdata=combined_df[['Year']])) - add_trend_line(fig, combined_df['Number of Women Killed (per 100,000)'], combined_df['Homicide_Rate'], 'Number of Women Killed (per 100,000)') +def large_grouped_bar_chart(): + # Get crime dataset + crime_rate_query = querys.overall_homicide_rate() + df = sql_t_UN.query_db( + crime_rate_query, + table_name="UN_Crime_Continents.db" + ) + # Get economic dataset + gdp_per_cap_query = querys.gdp_per_cap() + df_gdp = sql_t_UN.query_db( + gdp_per_cap_query, + table_name="GDP_per_capita_continents.db" + ) - # Get unique countries and years for dropdowns - countries = combined_df['Region_Country_Area'].unique() - years = combined_df['Year'].unique() + # Ensure 'Value' is numeric + df["Value"] = pd.to_numeric(df["Value"], errors="coerce") + df_gdp["Value"] = df_gdp["Value"].str.replace(",", "").astype(float) + + # Group by Region_Country_Area and calculate the average Value for each region + crime_avg = df.groupby("Region_Country_Area", as_index=False)["Value"].mean() + crime_avg.rename(columns={"Value": "Avg_Crime_Rate"}, inplace=True) + + gdp_avg = df_gdp[df_gdp["Row_Descriptor"] == "GDP per capita (US dollars)"] + gdp_avg = gdp_avg.groupby("Region_Country_Area", as_index=False)["Value"].mean() + gdp_avg.rename(columns={"Value": "Avg_GDP_Per_Capita"}, inplace=True) + # Merge the two datasets on Region_Country_Area + merged_df = pd.merge(crime_avg, gdp_avg, on="Region_Country_Area", how="inner") - # Add "All Countries" and "All Years" options - countries = ['All Countries'] + list(countries) - years = ['All Years'] + list(years) + # Create the grouped bar chart with secondary y-axis + fig = go.Figure() + + # Add GDP per Capita bar + fig.add_trace(go.Bar( + name='Average GDP per Capita', + x=merged_df["Region_Country_Area"], + y=merged_df["Avg_GDP_Per_Capita"], + yaxis='y1', + offsetgroup=1 + )) + + # Add Crime Rate bar + fig.add_trace(go.Bar( + name='Average Crime Rate', + x=merged_df["Region_Country_Area"], + y=merged_df["Avg_Crime_Rate"], + yaxis='y2', + offsetgroup=2 + )) + + # Create dropdown menu for sorting + buttons = [ + dict( + label="Sort by GDP", + method="update", + args=[{ + "x": [merged_df.sort_values("Avg_GDP_Per_Capita")["Region_Country_Area"]] * 2, + "y": [merged_df.sort_values("Avg_GDP_Per_Capita")["Avg_GDP_Per_Capita"], + merged_df.sort_values("Avg_GDP_Per_Capita")["Avg_Crime_Rate"]] + }] + ), + dict( + label="Sort by Crime Rate", + method="update", + args=[{ + "x": [merged_df.sort_values("Avg_Crime_Rate")["Region_Country_Area"]] * 2, + "y": [merged_df.sort_values("Avg_Crime_Rate")["Avg_GDP_Per_Capita"], + merged_df.sort_values("Avg_Crime_Rate")["Avg_Crime_Rate"]] + }] + ) + ] + # Update the layout for secondary y-axis and dropdown menu fig.update_layout( - title='Homicide Rate vs Various Factors', - xaxis_title='', - yaxis_title='Homicide Rate (per 100,000)', + barmode='group', + title="Average Crime Rate and GDP per Capita by Region", + xaxis_title="Region", yaxis=dict( + title="Average GDP per Capita", tickmode='linear', tick0=0, - dtick=5, # Set the interval for y-axis ticks - range=[0, 50] # Set the fixed range for y-axis + dtick=10000 # Set the interval for y-axis ticks ), - xaxis=dict( - range=[0, 100] # Set a default range for x-axis + yaxis2=dict( + title="Average Crime Rate", + overlaying='y', + side='right', + tickmode='linear', + tick0=0, + dtick=2 # Set the interval for y-axis ticks ), - updatemenus=[ - { - 'buttons': [ - {'label': 'Education Expenditure (%)', 'method': 'update', 'args': [{'visible': [True, False, False, False, True, False, False, False]}, {'xaxis': {'title': 'Education Expenditure (%)', 'range': [0, 100]}}]}, - {'label': 'Unemployment Rate (%)', 'method': 'update', 'args': [{'visible': [False, True, False, False, False, True, False, False]}, {'xaxis': {'title': 'Unemployment Rate (%)', 'range': [0, 50]}}]}, - {'label': 'Internet Usage (%)', 'method': 'update', 'args': [{'visible': [False, False, True, False, False, False, True, False]}, {'xaxis': {'title': 'Internet Usage (%)', 'range': [0, 100]}}]}, - {'label': 'Number of Women Killed (per 100,000)', 'method': 'update', 'args': [{'visible': [False, False, False, True, False, False, False, True]}, {'xaxis': {'title': 'Number of Women Killed (per 100,000)', 'range': [0, 100]}}]}, - ], - 'direction': 'down', - 'showactive': True, - 'x': 0.17, - 'xanchor': 'left', - 'y': 1.15, - 'yanchor': 'top' - }, - { - 'buttons': [ - {'label': 'Global Homicide Rate', 'method': 'update', 'args': [{'y': [combined_df['Homicide_Rate']]}, {'yaxis': {'title': 'Global Homicide Rate (per 100,000)', 'range': [0, 50]}}]}, - {'label': 'Male Homicide Rate', 'method': 'update', 'args': [{'y': [combined_df['Value_Male_Homicide']]}, {'yaxis': {'title': 'Male Homicide Rate (per 100,000)', 'range': [0, 50]}}]}, - {'label': 'Female Homicide Rate', 'method': 'update', 'args': [{'y': [combined_df['Value_Fem_Homicide']]}, {'yaxis': {'title': 'Female Homicide Rate (per 100,000)', 'range': [0, 50]}}]}, - ], - 'direction': 'down', - 'showactive': True, - 'x': 0.37, - 'xanchor': 'left', - 'y': 1.15, - 'yanchor': 'top' - }, - { - 'buttons': [ - {'label': 'Show Trend Lines', 'method': 'update', 'args': [{'visible': [True, True, True, True, True, True, True, True]}]}, - {'label': 'Hide Trend Lines', 'method': 'update', 'args': [{'visible': [True, True, True, True, False, False, False, False]}]}, - ], - 'direction': 'down', - 'showactive': True, - 'x': 0.57, - 'xanchor': 'left', - 'y': 1.15, - 'yanchor': 'top' - }, - { - 'buttons': [{'label': country, 'method': 'update', 'args': [{'visible': [True, True, True, True, True, True, True, True]}, {'xaxis': {'title': country}}]} for country in countries], - 'direction': 'down', - 'showactive': True, - 'x': 0.77, - 'xanchor': 'left', - 'y': 1.15, - 'yanchor': 'top' - }, - { - 'buttons': [{'label': str(year), 'method': 'update', 'args': [{'visible': [True, True, True, True, True, True, True, True]}, {'xaxis': {'title': str(year)}}]} for year in years], - 'direction': 'down', - 'showactive': True, - 'x': 0.97, - 'xanchor': 'left', - 'y': 1.15, - 'yanchor': 'top' - } - ] + updatemenus=[dict( + buttons=buttons, + direction="down", + showactive=True, + x=0.02, + xanchor="left", + y=1.15, + yanchor="top" + )] ) - - - + return fig + + def combined_choropleth(): - import plotly.express as px - import pandas as pd - - # GRAPH 1 DATA + # 1) Load your data general_homicide_rate_query = querys.overall_homicide_rate() - general_homicide_rate = sql_t_UN.query_db(general_homicide_rate_query, table_name="SYB67_328_202411_Intentional homicides and other crimes.db") - - GLOBAL_AVERAGE = 5.86666666667 - - # Ensure that the 'Year' column is integer and 'Value' is float - general_homicide_rate['Year'] = pd.to_numeric(general_homicide_rate['Year'], errors='coerce') # Convert to int - general_homicide_rate['Value'] = pd.to_numeric(general_homicide_rate['Value'], errors='coerce') # Convert to float + df = sql_t_UN.query_db( + general_homicide_rate_query, + table_name="SYB67_328_202411_Intentional homicides and other crimes.db" + ) - def calculate_average(group): - return pd.Series({"Average_Homicide_Rate": group["Value"].mean() - GLOBAL_AVERAGE}) - - # Apply the function to each group (each region/country) - average_df = general_homicide_rate.groupby("Region_Country_Area").apply(calculate_average).reset_index() + # 2) Ensure 'Value' is numeric + df["Value"] = pd.to_numeric(df["Value"], errors="coerce") - # GRAPH 2 DATA - def calculate_change(group): - min_year = group["Year"].min() - max_year = group["Year"].max() - - # Get the values for the earliest and latest year - min_value = group[group["Year"] == min_year]["Value"].values[0] - max_value = group[group["Year"] == max_year]["Value"].values[0] - - # Calculate the change - change = max_value - min_value - return pd.Series({"Change_Homicide_Rate": change}) - - # Apply the function to each group (each region/country) - change_df = general_homicide_rate.groupby("Region_Country_Area").apply(calculate_change).reset_index() + # 3) Group by Region_Country_Area AND Row_Descriptor, average the Value + grouped = df.groupby(["Region_Country_Area", "Row_Descriptor"], as_index=False)["Value"].mean() + grouped.rename(columns={"Value": "AvgValue"}, inplace=True) - # GRAPH 3 DATA - education_expenditure_query = querys.education_rate() - education_expenditure = sql_t_UN.query_db(education_expenditure_query, table_name="SYB67_245_202411_Public expenditure on education and access to computers.db") - - # Ensure that the 'Year' column is integer and 'Value' is float - education_expenditure['Year'] = pd.to_numeric(education_expenditure['Year'], errors='coerce') # Convert to int - education_expenditure['Value'] = pd.to_numeric(education_expenditure['Value'], errors='coerce') # Convert to float + # 4) Get a sorted list of crime types + crime_types = sorted(grouped["Row_Descriptor"].unique()) - def calculate_education_change(group): - min_year = group["Year"].min() - max_year = group["Year"].max() + # 5) Create one choropleth trace per crime type + traces = [] + all_countries = df["Region_Country_Area"].unique() + for crime_type in crime_types: + subset = grouped[grouped["Row_Descriptor"] == crime_type] - # Get the values for the earliest and latest year - min_value = group[group["Year"] == min_year]["Value"].values[0] - max_value = group[group["Year"] == max_year]["Value"].values[0] + # Ensure all countries are included, even if they don't have data for this crime type + subset = subset.set_index("Region_Country_Area").reindex(all_countries).reset_index() + subset["AvgValue"] = subset["AvgValue"].fillna("None") # Set default value as None - # Calculate the change - change = max_value - min_value - return pd.Series({"Change_Education_Expenditure": change}) - - # Apply the function to each group (each region/country) - education_change_df = education_expenditure.groupby("Region_Country_Area").apply(calculate_education_change).reset_index() - - # Combine all data into one DataFrame - combined_df = average_df.merge(change_df, on="Region_Country_Area", how="outer") - combined_df = combined_df.merge(education_change_df, on="Region_Country_Area", how="outer") - - # Ensure all colunms aside from Region_Country_Area are numeric - for col in combined_df.columns: - if col != "Region_Country_Area": - combined_df[col] = pd.to_numeric(combined_df[col], errors='coerce') - - - - # Create Plotly figure with dropdown menu - fig = px.choropleth( - combined_df, - locations="Region_Country_Area", # Column with region/country names - locationmode="country names", # Use country names - color="Average_Homicide_Rate", # Default column for color intensity - hover_name="Region_Country_Area", # Region names appear when hovering - color_continuous_scale="Viridis", # Color scale - title="Global Trends", # Title of the map - labels={"Average_Homicide_Rate": "Average Homicide Rate"} # Label for the color scale - ) + trace = go.Choropleth( + locations=subset["Region_Country_Area"], + locationmode="country names", + z=subset["AvgValue"], + text=subset["Region_Country_Area"], + hovertemplate=( + "<b>%{text}</b><br>" + f"{crime_type} average: " + "%{z}<extra></extra>" + ), + colorscale="Reds", + colorbar_title="AvgValue", + visible=(crime_type == "Intentional homicide rates per 100,000"), # default visible + name=crime_type + ) + traces.append(trace) + + # 6) Build the update menus (one button per crime type) + buttons = [] + for i, crime_type in enumerate(crime_types): + # For each button, set the corresponding trace to be visible, + # and all others to be hidden. + visibility_array = [False] * len(crime_types) + visibility_array[i] = True # Show the current crime type + buttons.append(dict( + label=crime_type, + method="update", + args=[ + {"visible": visibility_array}, # which traces are visible + {"title": f"Average {crime_type} by Country"} # update the figure title + ] + )) + + # 7) Create the figure + fig = go.Figure(data=traces) - # Update layout with dropdown menu fig.update_layout( - updatemenus=[ - { - 'buttons': [ - {'label': 'Average Homicide Rate', 'method': 'update', 'args': [{'z': [combined_df['Average_Homicide_Rate']]}, {'coloraxis_colorbar': {'title': 'Average Homicide Rate'}}]}, - {'label': 'Change in Homicide Rate', 'method': 'update', 'args': [{'z': [combined_df['Change_Homicide_Rate']]}, {'coloraxis_colorbar': {'title': 'Change in Homicide Rate'}}]}, - {'label': 'Change in Education Expenditure', 'method': 'update', 'args': [{'z': [combined_df['Change_Education_Expenditure']]}, {'coloraxis_colorbar': {'title': 'Change in Education Expenditure'}}]}, - ], - 'direction': 'down', - 'showactive': True, - 'x': 0.17, - 'xanchor': 'left', - 'y': 1.15, - 'yanchor': 'top' - } - ] + title="Average Intentional homicide rates per 100,000 by Country", # default + geo=dict(showframe=False, showcoastlines=False), + margin=dict(l=0, r=0, t=50, b=0), + updatemenus=[dict( + x=0.1, # position of the dropdown horizontally + y=1.15, # position of the dropdown vertically + xanchor="left", + yanchor="top", + active=crime_types.index("Intentional homicide rates per 100,000"), + buttons=buttons + )] ) return fig - ## UK GRAPHS CASE STUDY -def graph8(): - # Query the education expenditure data - education_expenditure_query = querys.uk_education_expenditure() - education_expenditure = sql_t_UK.query_db(education_expenditure_query, table_name="uk_expenditure.db") - - # Convert time_period to a standard year format - education_expenditure["time_period"] = education_expenditure["time_period"].astype(str).str[:4] - education_expenditure["time_period"] = pd.to_numeric(education_expenditure["time_period"], errors="coerce") - - # Filter only 'Total' expenditure type to avoid double-counting - education_expenditure = education_expenditure[education_expenditure["expenditure_type"] == "Total"] - - # Ensure the data is sorted by time_period - education_expenditure = education_expenditure.sort_values(by="time_period") - - # Remove non-numeric or missing values in t_expenditure_millions - education_expenditure["t_expenditure_millions"] = pd.to_numeric(education_expenditure["t_expenditure_millions"], errors="coerce") - education_expenditure = education_expenditure.dropna(subset=["t_expenditure_millions"]) - - # Group by time_period and education_function to get the total expenditure - grouped_df = education_expenditure.groupby(["time_period", "education_function"], as_index=False)["t_expenditure_millions"].sum() - - # Create a stacked bar chart by year - fig = px.bar( - grouped_df, - x="time_period", - y="t_expenditure_millions", - color="education_function", - barmode="stack", - labels={"time_period": "Year", "t_expenditure_millions": "Expenditure (Millions)"}, - title="UK Education Spending" - ) - - - # Update the y-axis to have regular intervals - fig.update_layout( - yaxis=dict( - tickmode='linear', - tick0=0, - dtick=100000 # Set the interval for y-axis ticks - ), - xaxis_title="Financial Year", - yaxis_title="Total Expenditure (Millions)" - ) - - return fig def graph9(): # CRIME MAP @@ -586,6 +573,53 @@ def graph11(): ) return fig + +def graph8(): + # Query the education expenditure data + education_expenditure_query = querys.uk_education_expenditure() + education_expenditure = sql_t_UK.query_db(education_expenditure_query, table_name="uk_expenditure.db") + + # Convert time_period to a standard year format + education_expenditure["time_period"] = education_expenditure["time_period"].astype(str).str[:4] + education_expenditure["time_period"] = pd.to_numeric(education_expenditure["time_period"], errors="coerce") + + # Filter only 'Total' expenditure type to avoid double-counting + education_expenditure = education_expenditure[education_expenditure["expenditure_type"] == "Total"] + + # Ensure the data is sorted by time_period + education_expenditure = education_expenditure.sort_values(by="time_period") + + # Remove non-numeric or missing values in t_expenditure_millions + education_expenditure["t_expenditure_millions"] = pd.to_numeric(education_expenditure["t_expenditure_millions"], errors="coerce") + education_expenditure = education_expenditure.dropna(subset=["t_expenditure_millions"]) + + # Group by time_period and education_function to get the total expenditure + grouped_df = education_expenditure.groupby(["time_period", "education_function"], as_index=False)["t_expenditure_millions"].sum() + + # Create a stacked bar chart by year + fig = px.bar( + grouped_df, + x="time_period", + y="t_expenditure_millions", + color="education_function", + barmode="stack", + labels={"time_period": "Year", "t_expenditure_millions": "Expenditure (Millions)"}, + title="UK Education Spending" + ) + + + # Update the y-axis to have regular intervals + fig.update_layout( + yaxis=dict( + tickmode='linear', + tick0=0, + dtick=100000 # Set the interval for y-axis ticks + ), + xaxis_title="Financial Year", + yaxis_title="Total Expenditure (Millions)" + ) + + return fig @@ -604,21 +638,22 @@ def graph11(): if __name__ == "__main__": - pass - graphs = [ - ("Combined Choropleth", combined_choropleth, "UN"), - ("Combined Test", combined_graph, "UN"), - ("Total Recorded Crime 2015-2024", graph9, "UK"), - ("UK Education Expendature", graph8, "UK"), - ("UK Crime Bar Chart", graph10, "UK"), - ("Distribution of Crime Types", graph11, "UK") + ("Combined Choropleth", combined_choropleth, "UN", "Crime"), + ("Total Recorded Crime 2002-2022", un_crime_line_chart, "UN", "Crime"), + ("GDP per Capita (USD) by Continent", gdp_per_continent, "UN", "Socioeconomic"), + ("Crime and Economy", large_grouped_bar_chart, "UN", "Crime"), + ("Total Recorded Crime 2015-2024", graph9, "UK", "Crime"), + ("UK Education Expenditure", graph8, "UK", "Socioeconomic"), + ("UK Crime Bar Chart", graph10, "UK", "Crime"), + ("Distribution of Crime Types", graph11, "UK", "Crime") ] # Add each graph to the dashboard with a progress bar - for title, graph_function, group_name in tqdm(graphs, desc="Generating graphs"): + for title, graph_function, group_name, category_name in tqdm(graphs, desc="Generating graphs"): fig = graph_function() - d_board.add_graph(fig=fig, title=title, group_name=group_name) + d_board.add_graph(group_name=group_name, category_name=category_name, fig=fig, title=title) + # Finally, generate the HTML d_board.generate_html(output_path="graphs/graphs_display.html") @@ -626,5 +661,3 @@ if __name__ == "__main__": # Open the HTML file in the default web browser webbrowser.open(os.getcwd() + "/graphs/graphs_display.html") - -