Pakistan¶

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In [1]:
import datetime
import time

start = datetime.datetime.now()
print(f"Notebook executed on: {start.strftime('%d/%m/%Y %H:%M:%S%Z')} {time.tzname[time.daylight]}")
Notebook executed on: 03/07/2022 09:41:52 CEST
In [2]:
%config InlineBackend.figure_formats = ['svg']
from oscovida import *
In [3]:
overview("Pakistan", weeks=5);
2022-07-03T09:41:55.620877 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/ 30 May 06 Jun 13 Jun 20 Jun 27 Jun 0.5 0.5 1.0 1.0 1.5 1.5 7-day incidence rate (per 100K people) Pakistan, last 5 weeks, last data point from 2022-07-02 30 May 06 Jun 13 Jun 20 Jun 27 Jun 0.0 0.1 0.2 0.3 daily change normalised per 100K 30 May 06 Jun 13 Jun 20 Jun 27 Jun 0.0000 0.0005 0.0010 0.0015 daily change normalised per 100K 30 May 06 Jun 13 Jun 20 Jun 27 Jun 0.75 0.75 1.00 1.00 1.25 1.25 1.50 1.50 1.75 1.75 R & growth factor (based on cases) Pakistan cases daily growth factor Pakistan cases daily growth factor (rolling mean) Pakistan estimated R (using cases) 30 May 06 Jun 13 Jun 20 Jun 27 Jun 1 1 2 2 3 3 4 4 R & growth factor (based on deaths) Pakistan deaths daily growth factor Pakistan deaths daily growth factor (rolling mean) Pakistan estimated R (using deaths) 30 May 06 Jun 13 Jun 20 Jun 27 Jun 0 10000 20000 cases doubling time [days] Pakistan doubling time cases (rolling mean) Pakistan doubling time deaths (rolling mean) 0.0 220.9 441.8 662.7 daily change Pakistan new cases (rolling 7d mean) Pakistan new cases 0.000 1.104 2.209 3.313 daily change Pakistan new deaths (rolling 7d mean) Pakistan new deaths 0 7489 14978 deaths doubling time [days]
In [4]:
overview("Pakistan");
2022-07-03T09:42:00.846293 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/ Jan 20 Apr 20 Jul 20 Oct 20 Jan 21 Apr 21 Jul 21 Oct 21 Jan 22 Apr 22 Jul 22 0 0 10 10 20 20 7-day incidence rate (per 100K people) 1.7 Pakistan, last data point from 2022-07-02 Jan 20 Apr 20 Jul 20 Oct 20 Jan 21 Apr 21 Jul 21 Oct 21 Jan 22 Apr 22 Jul 22 0 2 4 daily change normalised per 100K Jan 20 Apr 20 Jul 20 Oct 20 Jan 21 Apr 21 Jul 21 Oct 21 Jan 22 Apr 22 Jul 22 0.00 0.05 0.10 daily change normalised per 100K Jan 20 Apr 20 Jul 20 Oct 20 Jan 21 Apr 21 Jul 21 Oct 21 Jan 22 Apr 22 Jul 22 0.75 0.75 1.00 1.00 1.25 1.25 1.50 1.50 1.75 1.75 R & growth factor (based on cases) Pakistan cases daily growth factor Pakistan cases daily growth factor (rolling mean) Pakistan estimated R (using cases) Jan 20 Apr 20 Jul 20 Oct 20 Jan 21 Apr 21 Jul 21 Oct 21 Jan 22 Apr 22 Jul 22 1 1 2 2 3 3 4 4 R & growth factor (based on deaths)