test_7

0ba66efb-a1ff-46d1-b72d-a7edc2232506.py

fig, ax = plt.subplots(nrows=1, ncols=2, figsize=(24,7))

df_ew_ed[['week_end', 'Deaths', 'RespiratoryDeaths']].set_index('week_end').plot(ax=ax[0]);
ax[0].set_title('Weekly Respiratory and Total Death Count in England & Wales', fontdict={'fontsize': 14})

ax[0].set_xlabel('Time');
ax[0].set_ylabel('Death Count');
ax[0].set_yticklabels(['{:,}'.format(int(x)) for x in ax[0].get_yticks().tolist()]);

pd.DataFrame({'Respiratory Deaths as % of Total Deaths': df_ew_ed['RespiratoryDeaths'].divide(df_ew_ed['Deaths'])}).set_index(df_ew_ed['week_end']).plot(ax=ax[1]);
ax[1].set_title('Respiratory Deaths as % of Total Deaths', fontdict={'fontsize': 14})

ax[1].set_xlabel('Time');
ax[1].set_ylabel('% Deaths');
ax[1].set_yticklabels(['{:,}'.format(int(x*100))+'%' for x in ax[1].get_yticks().tolist()]);