Kazakhstan¶

  • Homepage of project: https://oscovida.github.io
  • Plots are explained at http://oscovida.github.io/plots.html
  • Execute this Jupyter Notebook using myBinder
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 09:28:45 CEST
In [2]:
%config InlineBackend.figure_formats = ['svg']
from oscovida import *
In [3]:
overview("Kazakhstan", weeks=5);
2023-01-26T09:28:48.726416 image/svg+xml Matplotlib v3.6.3, https://matplotlib.org/ 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0 0 10 10 20 20 30 30 40 40 7-day incidence rate (per 100K people) 2.2 Kazakhstan, last 5 weeks, last data point from 2023-01-25 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0 10 20 30 daily change normalised per 100K 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0.0000 0.0025 0.0050 0.0075 0.0100 daily change normalised per 100K 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 1 1 2 2 3 3 4 4 R & growth factor (based on cases) Kazakhstan cases daily growth factor Kazakhstan cases daily growth factor (rolling mean) Kazakhstan estimated R (using cases) 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 2 2 4 4 6 6 8 8 10 10 R & growth factor (based on deaths) Kazakhstan deaths daily growth factor Kazakhstan deaths daily growth factor (rolling mean) Kazakhstan estimated R (using deaths) 26 Dec 02 Jan 09 Jan 16 Jan 23 Jan 0 5000 10000 15000 20000 cases doubling time [days] Kazakhstan doubling time cases (rolling mean) Kazakhstan doubling time deaths (rolling mean) 0 1878 3755 5633 daily change Kazakhstan new cases (rolling 7d mean) Kazakhstan new cases 0.000 0.469 0.939 1.408 1.878 daily change Kazakhstan new deaths (rolling 7d mean) Kazakhstan new deaths 0 2368 4736 7104 9472 deaths doubling time [days]
In [4]:
overview("Kazakhstan");
2023-01-26T09:28:57.185836 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 0 200 200 400 400 7-day incidence rate (per 100K people) 2.2 Kazakhstan, 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 0 100 200 300 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 0.0 2.5 5.0 7.5 10.0 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 1 1 2 2 3 3 4 4 R & growth factor (based on cases) Kazakhstan cases daily growth factor Kazakhstan cases daily growth factor (rolling mean) Kazakhstan estimated R (using cases) Jan 20 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 2 2 4 4 6 6 8 8 10 10 R & growth factor (based on deaths)