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,