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: 26/01/2023 09:30:19 CEST
In [2]:
%config InlineBackend.figure_formats = ['svg']
from oscovida import *
In [3]:
overview("Pakistan", weeks=5);
2023-01-26T09:30:22.554244 image/svg+xml Matplotlib v3.6.3, https://matplotlib.org/ 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0.04 0.04 0.06 0.06 0.08 0.08 0.10 0.10 7-day incidence rate (per 100K people) 0.0 Pakistan, last 5 weeks, last data point from 2023-01-25 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0.00 0.02 0.04 0.06 daily change normalised per 100K 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0.0000 0.0002 0.0004 0.0006 0.0008 daily change normalised per 100K 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0.8 0.8 1.0 1.0 1.2 1.2 1.4 1.4 R & growth factor (based on cases) Pakistan cases daily growth factor Pakistan cases daily growth factor (rolling mean) Pakistan estimated R (using cases) 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0 0 1 1 2 2 R & growth factor (based on deaths) Pakistan deaths daily growth factor Pakistan deaths daily growth factor (rolling mean) Pakistan estimated R (using deaths) 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0 50000 100000 150000 cases doubling time [days] Pakistan doubling time cases (rolling mean) 0.0 44.2 88.4 132.5 daily change Pakistan new cases (rolling 7d mean) Pakistan new cases 0.000 0.442 0.884 1.325 1.767 daily change Pakistan new deaths (rolling 7d mean) Pakistan new deaths 0.000 0.286 0.573 0.859
In [4]:
overview("Pakistan");
2023-01-26T09:30:30.585328 image/svg+xml Matplotlib v3.6.3, https://matplotlib.org/ Jan 20 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0 0 10 10 20 20 7-day incidence rate (per 100K people) 0.0 Pakistan, last data point from 2023-01-25 Jan 20 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0 2 4 daily change normalised per 100K Jan 20 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0.00 0.05 0.10 daily change normalised per 100K Jan 20 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0.8 0.8 1.0 1.0 1.2 1.2 1.4 1.4 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 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0 0 1