Germany: LK Trier-Saarburg (Rheinland-Pfalz)¶

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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: 07/03/2023 14:56:19 CEST
In [2]:
%config InlineBackend.figure_formats = ['svg']
from oscovida import *
In [3]:
overview(country="Germany", subregion="LK Trier-Saarburg", weeks=5);
2023-03-07T14:56:36.365988 image/svg+xml Matplotlib v3.7.1, https://matplotlib.org/ 30 Jan 06 Feb 13 Feb 20 Feb 27 Feb 06 Mar 50 50 100 100 150 150 7-day incidence rate (per 100K people) 95.9 LK Trier-Saarburg, Germany, last 5 weeks, last data point from 2023-03-06 30 Jan 06 Feb 13 Feb 20 Feb 27 Feb 06 Mar 0 20 40 daily change normalised per 100K 30 Jan 06 Feb 13 Feb 20 Feb 27 Feb 06 Mar −0.050 −0.050 −0.025 −0.025 0.000 0.000 0.025 0.025 0.050 0.050 daily change Germany-LK Trier-Saarburg new deaths (rolling 7d mean) Germany-LK Trier-Saarburg new deaths 30 Jan 06 Feb 13 Feb 20 Feb 27 Feb 06 Mar 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) Germany-LK Trier-Saarburg cases daily growth factor Germany-LK Trier-Saarburg cases daily growth factor (rolling mean) Germany-LK Trier-Saarburg estimated R (using cases) 30 Jan 06 Feb 13 Feb 20 Feb 27 Feb 06 Mar 0.8 0.8 0.9 0.9 1.0 1.0 1.1 1.1 1.2 1.2 R & growth factor (based on deaths) Germany-LK Trier-Saarburg deaths daily growth factor Germany-LK Trier-Saarburg deaths daily growth factor (rolling mean) Germany-LK Trier-Saarburg estimated R (using deaths) 30 Jan 06 Feb 13 Feb 20 Feb 27 Feb 06 Mar 0 1000 2000 3000 4000 cases doubling time [days] Germany-LK Trier-Saarburg doubling time cases (rolling mean) 0.00 30.23 60.47 daily change Germany-LK Trier-Saarburg new cases (rolling 7d mean) Germany-LK Trier-Saarburg new cases 0.000 0.234 0.469 0.703 0.937
In [4]:
overview(country="Germany", subregion="LK Trier-Saarburg");
2023-03-07T14:56:52.951068 image/svg+xml Matplotlib v3.7.1, https://matplotlib.org/ May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0 0 500 500 1000 1000 1500 1500 2000 2000 7-day incidence rate (per 100K people) 95.9 LK Trier-Saarburg, Germany, last data point from 2023-03-06 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0 100 200 300 400 daily change normalised per 100K 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 May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 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) Germany-LK Trier-Saarburg cases daily growth factor Germany-LK Trier-Saarburg cases daily growth factor (rolling mean) Germany-LK Trier-Saarburg estimated R (using cases) May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0.8 0.8 0.9 0.9 1.0 1.0 1.1 1.1 1.2 1.2 R & growth factor (based on deaths) Germany-LK Trier-Saarburg deaths daily growth factor Germany-LK Trier-Saarburg deaths daily growth factor (rolling mean) Germany-LK Trier-Saarburg estimated R (using deaths) May 20 Sep 20 Jan 21 May 21 Sep 21 Jan 22 May 22 Sep 22 Jan 23 0 2000 4000 6000 8000 cases doubling time [days] Germany-LK Trier-Saarburg doubling time cases (rolling mean) Germany-LK Trier-Saarburg doubling time deaths (rolling mean) 0.0 151.2 302.3 453.5 604.7 daily change Germany-LK Trier-Saarburg new cases (rolling 7d mean) Germany-LK Trier-Saarburg new cases 0.000 3.023 6.047 daily change Germany-LK Trier-Saarburg new deaths (rolling 7d mean) Germany-LK Trier-Saarburg new deaths 0.00 19.68 39.35 59.03 78.70 deaths doubling time [days]
In [5]:
compare_plot(country="Germany", subregion="LK Trier-Saarburg", dates="2020-03-15:");
2023-03-07T14:59:22.631414 image/svg+xml Matplotlib v3.7.1, https://matplotlib.org/ 2020-05 2020-09 2021-01 2021-05 2021-09 2022-01 2022-05 2022-09 2023-01 0.1 0.1 1 1 10 10 100 100 daily new cases (rolling 7-day mean) normalised by 100K people Daily cases (top) and deaths (below) for Germany: LK Trier-Saarburg LK Trier-Saarburg Bayern Berlin Bremen Hamburg Hessen Nordrhein-Westfalen Sachsen-Anhalt 2020-05 2020-09 2021-01 2021-05 2021-09 2022-01 2022-05 2022-09 2023-01 0.001 0.001 0.01 0.01 0.1 0.1 1 1 daily new deaths (rolling 7-day mean) normalised by 100K people LK Trier-Saarburg Bayern Berlin Bremen Hamburg Hessen Nordrhein-Westfalen Sachsen-Anhalt
In [6]:
# load the data
cases, deaths = germany_get_region(landkreis="LK Trier-Saarburg")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Trier-Saarburg")
print(f'Population of country="Germany", subregion="LK Trier-Saarburg": {inhabitants} people')

# compose into one table
table = compose_dataframe_summary(cases, deaths)

# show tables with up to 1000 rows
pd.set_option("display.max_rows", 1000)

# display the table
table
Population of country="Germany", subregion="LK Trier-Saarburg": 151167 people
Out[6]:
total cases daily new cases total deaths daily new deaths
date
2023-03-03 58987 10 159 0
2023-03-02 58977 41 159 0
2023-03-01 58936 81 159 0
2023-02-28 58855 13 159 0
2023-02-27 58842 72 159 0
2023-02-24 58770 39 159 0
2023-02-23 58731 20 159 0
2023-02-22 58711 41 159 0
2023-02-21 58670 36 159 0
2023-02-17 58634 10 159 0
2023-02-16 58624 33 159 0
2023-02-15 58591 24 159 0
2023-02-14 58567 23 159 0
2023-02-13 58544 21 159 0
2023-02-10 58523 21 159 0
2023-02-09 58502 21 159 0
2023-02-08 58481 17 159 0
2023-02-07 58464 13 159 0
2023-02-06 58451 24 159 0
2023-02-03 58427 21 159 0
2023-02-02 58406 14 159 0
2023-02-01 58392 24 159 0
2023-01-31 58368 20 159 0
2023-01-30 58348 15 159 0
2023-01-27 58333 5 159 0
2023-01-26 58328 11 159 0
2023-01-25 58317 15 159 0
2023-01-24 58302 8 159 0
2023-01-23 58294 11 159 0
2023-01-20 58283 8 159 0
2023-01-19 58275 12 159 0
2023-01-18 58263 12 159 0
2023-01-17 58251 6 159 0
2023-01-16 58245 9 159 0
2023-01-13 58236 13 159 0
2023-01-12 58223 30 159 0
2023-01-11 58193 22 159 0
2023-01-10 58171 11 159 0
2023-01-09 58160 20 159 0
2023-01-06 58140 37 159 0
2023-01-05 58103 35 159 0
2023-01-04 58068 56 159 0
2023-01-03 58012 24 159 0
2023-01-02 57988 51 159 0
2022-12-30 57937 16 159 0
2022-12-29 57921 60 159 1
2022-12-28 57861 73 158 0
2022-12-27 57788 63 158 0
2022-12-23 57725 58 158 0
2022-12-22 57667 53 158 0
2022-12-21 57614 63 158 0
2022-12-20 57551 85 158 0
2022-12-19 57466 81 158 0
2022-12-16 57385 29 158 0
2022-12-15 57356 38 158 0
2022-12-14 57318 45 158 0
2022-12-13 57273 72 158 0
2022-12-12 57201 78 158 1
2022-12-09 57123 40 157 0
2022-12-08 57083 53 157 0
2022-12-07 57030 40 157 0
2022-12-06 56990 63 157 0
2022-12-05 56927 70 157 0
2022-12-02 56857 42 157 0
2022-12-01 56815 47 157 0
2022-11-30 56768 66 157 0
2022-11-29 56702 44 157 0
2022-11-28 56658 53 157 1
2022-11-25 56605 28 156 0
2022-11-24 56577 50 156 0
2022-11-23 56527 95 156 0
2022-11-22 56432 51 156 0
2022-11-21 56381 53 156 0
2022-11-18 56328 29 156 0
2022-11-17 56299 36 156 0
2022-11-16 56263 36 156 0
2022-11-15 56227 80 156 1
2022-11-14 56147 89 155 0
2022-11-11 56058 58 155 0
2022-11-10 56000 25 155 0
2022-11-09 55975 68 155 0
2022-11-08 55907 42 155 0
2022-11-07 55865 58 155 0
2022-11-04 55807 49 155 1
2022-11-03 55758 84 154 0
2022-11-02 55674 120 154 0
2022-10-31 55554 116 154 1
2022-10-28 55438 54 153 0
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2022-10-26 55264 108 153 0
2022-10-25 55156 157 153 0
2022-10-24 54999 181 153 0
2022-10-21 54818 159 153 0
2022-10-20 54659 136 153 0
2022-10-19 54523 176 153 0
2022-10-18 54347 225 153 0
2022-10-17 54122 322 153 0
2022-10-14 53800 242 153 0
2022-10-13 53558 192 153 0
2022-10-12 53366 233 153 0
2022-10-11 53133 334 153 0
2022-10-10 52799 259 153 1
2022-10-07 52540 325 152 0
2022-10-06 52215 311 152 3
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2022-10-04 51589 317 149 0
2022-09-30 51272 166 149 0
2022-09-29 51106 199 149 0
2022-09-28 50907 192 149 0
2022-09-27 50715 194 149 0
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Explore the data in your web browser¶

  • If you want to execute this notebook, click here to use myBinder
  • and wait (~1 to 2 minutes)
  • Then press SHIFT+RETURN to advance code cell to code cell
  • See http://jupyter.org for more details on how to use Jupyter Notebook

Acknowledgements:¶

  • Johns Hopkins University provides data for countries
  • Robert Koch Institute provides data for within Germany
  • Atlo Team for gathering and providing data from Hungary (https://atlo.team/koronamonitor/)
  • Open source and scientific computing community for the data tools
  • Github for hosting repository and html files
  • Project Jupyter for the Notebook and binder service
  • The H2020 project Photon and Neutron Open Science Cloud (PaNOSC)

In [7]:
print(f"Download of data from Johns Hopkins university: cases at {fetch_cases_last_execution()} and "
      f"deaths at {fetch_deaths_last_execution()}.")
Download of data from Johns Hopkins university: cases at 07/03/2023 09:31:22 and deaths at 07/03/2023 09:31:21.
In [8]:
# to force a fresh download of data, run "clear_cache()"
In [9]:
print(f"Notebook execution took: {datetime.datetime.now()-start}")
Notebook execution took: 0:03:11.445167