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anriseth/uk_daily_covid_deaths_region.py

Last active November 23, 2020 09:51
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Daily UK covid deaths by region
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uk_daily_covid_deaths_region.py
import pandas as pd
import matplotlib.pyplot as plt
plt.ion()
file_url = 'https://data.london.gov.uk/download/coronavirus--covid-19--deaths/516cc869-179d-4cc7-84a4-2cf2fa2d112f/nhse_daily_announced_deaths_by_region.csv'
df = pd.read_csv(file_url, index_col=[0, 1], parse_dates=[1])
df_grouped = df.groupby(['nhs_england_region', 'date_of_death']).sum()['new_deaths_total'].unstack(0)
df_grouped.ewm(alpha=1/3).mean().plot()
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