Untitled

indicator_code = 'SP.POP.65UP.TO.ZS'
population_65_above = worlddata[worlddata['IndicatorCode'] == indicator_code]
population_65_above = population_65_above.sort_values('Year', ascending=False).drop_duplicates(subset=['CountryCode'])
global_average = population_65_above['Value'].mean()
above_average_data = population_65_above[population_65_above['Value'] > global_average]
below_average_data = population_65_above[population_65_above['Value'] <= global_average]
fig = px.choropleth(population_65_above, 
                    locations='CountryCode', 
                    color='Value', 
                    hover_name='CountryName', 
                    title='Population Ages 65+ for All Countries', 
                    labels={'Value': 'Population 65+ (%)'}, 
                    projection='natural earth')
fig.update_traces(visible=True)
fig.add_trace(px.choropleth(above_average_data, 
                            locations='CountryCode', 
                            color='Value', 
                            hover_name='CountryName', 
                            title='Countries with Population Ages 65+ Above Average', 
                            labels={'Value': 'Population 65+ (%)'}, 
                            projection='natural earth').data[0])
fig.add_trace(px.choropleth(below_average_data, 
                            locations='CountryCode', 
                            color='Value', 
                            hover_name='CountryName', 
                            title='Countries with Population Ages 65+ Below Average', 
                            labels={'Value': 'Population 65+ (%)'}, 
                            projection='natural earth').data[0])
fig.update_layout(
    updatemenus=[{
        'buttons': [
            {
                'method': 'update',
                'label': 'All Countries',
                'args': [{'visible': [True, False, False]}, 
                         {'title': 'Population Ages 65+ for All Countries'}]
            },
            {
                'method': 'update',
                'label': 'Above Average',
                'args': [{'visible': [False, True, False]}, 
                         {'title': 'Countries with Population Ages 65+ Above Average'}]
            },
            {
                'method': 'update',
                'label': 'Below Average',
                'args': [{'visible': [False, False, True]}, 
                         {'title': 'Countries with Population Ages 65+ Below Average'}]
            }
        ],
        'direction': 'down',
        'showactive': True
    }]
)
fig.show()