def make_map(df, df_fatalities):
"""
Build figure with map of total number of cases
Parameters
----------
df: pandas DataFrame
Tidt dataframe of confirmed cases
df_fatalities: pandas DataFrame
Tidy dataframe of fatalities
"""
normalized_values = normalize_by_population(df)
# Plot per Million individual
normalized_values *= 1e6
hovertemplate = (
'<b>Country</b>:%{customdata[0]}<br>' +
'<b>Confirmed cases per million</b>: %{customdata[1]:.1f}<br>' +
'<b>Confirmed cases</b>: %{customdata[2]}<br>' +
'<b>Fatalities</b>: %{customdata[3]}')
fig = px.choropleth(
df,
locations='iso',
color=np.log10(normalized_values),
custom_data=[
df['country_region'],
normalized_values,
df['value'],
df_fatalities['value'],
],
color_continuous_scale='Plasma_r',
labels={'color': 'Confirmed<br>cases<br>per<br>Million'})
fig.update_layout(title='Click on map to add/remove a country',
coloraxis_colorbar_tickprefix='1.e',
coloraxis_colorbar_len=0.6,
coloraxis_colorbar_title_font_size=LABEL_FONT_SIZE,
margin=dict(l=0.03, r=0, b=0),
height=FIRST_LINE_HEIGHT,
geo_projection_scale=1.26)
fig.update_traces(hovertemplate=hovertemplate, )
return fig
iso0 = iso0.strip('"')
iso.append(iso0)
df_recent['iso'] = iso
#########################################################################################
### Mapa mundial con número de contagios acumulados por país ##########################
#########################################################################################
# ----------- Figures ---------------------
#fig1 = make_map(df_recent, df_tidy_fatalities)
#fig2 = make_timeplot(df, df_prediction, countries=['France', 'Italy', 'Spain'])
#fig_store = make_timeplot(df, df_prediction)
# Se normalizan los casos por 100k habitantes
normalized_values = normalize_by_population(df_recent)
df_recent['normalizado'] = (1.e5 * normalized_values).values
df_recent['normalizado'] = df_recent['normalizado'].round(decimals=2)
df_recent['log_normalizado'] = np.log10(df_recent['Contagios'])
fig_map = px.choropleth(
df_recent,
locations='iso',
hover_name="Pais",
color='log_normalizado',
color_continuous_scale='Plasma_r', #"reds",
hover_data={
'iso': False,
'Pais': False,
'Contagios': True,
'normalizado': ':.2f',
'log_normalizado': False,