Germany: SK Brandenburg a.d.Havel (Brandenburg)

• Homepage of project: https://oscovida.github.io
• Plots are explained at http://oscovida.github.io/plots.html
• Execute this Jupyter Notebook using myBinder

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 12:21:14 CEST

%config InlineBackend.figure_formats = ['svg']
from oscovida import *

overview(country="Germany", subregion="SK Brandenburg a.d.Havel", weeks=5);

overview(country="Germany", subregion="SK Brandenburg a.d.Havel");

compare_plot(country="Germany", subregion="SK Brandenburg a.d.Havel", dates="2020-03-15:");

# load the data
cases, deaths = germany_get_region(landkreis="SK Brandenburg a.d.Havel")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Brandenburg a.d.Havel")
print(f'Population of country="Germany", subregion="SK Brandenburg a.d.Havel": {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="SK Brandenburg a.d.Havel": 72461 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	28896	14	211	0
2023-03-03	28882	4	211	0
2023-03-02	28878	8	211	0
2023-03-01	28870	10	211	1
2023-02-28	28860	11	210	0
2023-02-27	28849	23	210	1
2023-02-24	28826	7	209	0
2023-02-23	28819	13	209	0
2023-02-22	28806	6	209	0
2023-02-21	28800	4	209	0
2023-02-20	28796	7	209	0
2023-02-17	28789	8	209	1
2023-02-16	28781	7	208	0
2023-02-15	28774	12	208	0
2023-02-14	28762	8	208	0
2023-02-13	28754	28	208	0
2023-02-10	28726	3	208	0
2023-02-09	28723	14	208	1
2023-02-08	28709	4	207	0
2023-02-07	28705	12	207	0
2023-02-06	28693	8	207	1
2023-02-03	28685	4	206	0
2023-02-02	28681	11	206	0
2023-02-01	28670	3	206	0
2023-01-31	28667	10	206	0
2023-01-30	28657	12	206	1
2023-01-27	28645	3	205	0
2023-01-26	28642	4	205	0
2023-01-25	28638	1	205	0
2023-01-24	28637	17	205	1
2023-01-23	28620	8	204	0
2023-01-20	28612	1	204	0
2023-01-19	28611	11	204	1
2023-01-18	28600	6	203	0
2023-01-17	28594	13	203	0
2023-01-16	28581	14	203	0
2023-01-13	28567	5	203	0
2023-01-12	28562	4	203	0
2023-01-11	28558	14	203	0
2023-01-10	28544	20	203	0
2023-01-09	28524	30	203	0
2023-01-06	28494	8	203	0
2023-01-05	28486	17	203	0
2023-01-04	28469	31	203	0
2023-01-03	28438	30	203	0
2023-01-02	28408	28	203	2
2022-12-30	28380	15	201	0
2022-12-29	28365	36	201	0
2022-12-28	28329	27	201	0
2022-12-27	28302	59	201	3
2022-12-23	28243	22	198	1
2022-12-22	28221	32	197	1
2022-12-21	28189	43	196	1
2022-12-20	28146	36	195	1
2022-12-19	28110	77	194	1
2022-12-16	28033	29	193	0
2022-12-15	28004	35	193	0
2022-12-14	27969	90	193	0
2022-12-13	27879	51	193	0
2022-12-12	27828	84	193	1
2022-12-09	27744	21	192	0
2022-12-08	27723	46	192	0
2022-12-07	27677	96	192	0
2022-12-06	27581	52	192	0
2022-12-05	27529	51	192	1
2022-12-02	27478	34	191	0
2022-12-01	27444	44	191	1
2022-11-30	27400	47	190	0
2022-11-29	27353	72	190	0
2022-11-28	27281	42	190	0
2022-11-25	27239	13	190	0
2022-11-24	27226	35	190	0
2022-11-23	27191	43	190	0
2022-11-22	27148	23	190	1
2022-11-21	27125	41	189	0
2022-11-18	27084	11	189	0
2022-11-17	27073	5	189	0
2022-11-16	27068	61	189	0
2022-11-15	27007	10	189	0
2022-11-14	26997	44	189	0
2022-11-11	26953	19	189	0
2022-11-10	26934	28	189	1
2022-11-09	26906	34	188	0
2022-11-08	26872	40	188	0
2022-11-07	26832	73	188	1
2022-11-04	26759	51	187	1
2022-11-03	26708	64	186	0
2022-11-02	26644	50	186	0
2022-11-01	26594	99	186	4
2022-10-28	26495	25	182	0
2022-10-27	26470	40	182	0
2022-10-26	26430	59	182	0
2022-10-25	26371	86	182	1
2022-10-24	26285	114	181	1
2022-10-21	26171	18	180	0
2022-10-20	26153	90	180	0
2022-10-19	26063	74	180	0
2022-10-18	25989	98	180	1
2022-10-17	25891	161	179	3
2022-10-14	25730	76	176	0
2022-10-13	25654	98	176	0
2022-10-12	25556	56	176	0
2022-10-11	25500	112	176	0
2022-10-10	25388	191	176	1
2022-10-07	25197	76	175	0
2022-10-06	25121	124	175	0
2022-10-05	24997	65	175	0
2022-10-04	24932	147	175	3
2022-09-30	24785	67	172	0
2022-09-29	24718	32	172	0
2022-09-28	24686	64	172	0
2022-09-27	24622	90	172	0
2022-09-26	24532	66	172	0
2022-09-23	24466	32	172	0
2022-09-22	24434	46	172	0
2022-09-21	24388	30	172	0
2022-09-20	24358	57	172	0
2022-09-19	24301	58	172	0
2022-09-16	24243	24	172	0
2022-09-15	24219	25	172	0
2022-09-14	24194	60	172	0
2022-09-13	24134	17	172	0
2022-09-12	24117	55	172	0
2022-09-09	24062	35	172	0
2022-09-08	24027	29	172	0
2022-09-07	23998	39	172	0
2022-09-06	23959	27	172	0
2022-09-05	23932	51	172	0
2022-09-02	23881	7	172	0
2022-09-01	23874	16	172	0
2022-08-31	23858	24	172	0
2022-08-30	23834	41	172	0
2022-08-29	23793	45	172	0
2022-08-26	23748	14	172	0
2022-08-25	23734	25	172	0
2022-08-24	23709	47	172	0
2022-08-23	23662	39	172	0
2022-08-22	23623	73	172	0
2022-08-19	23550	28	172	0
2022-08-18	23522	17	172	0
2022-08-17	23505	80	172	0
2022-08-16	23425	19	172	0
2022-08-15	23406	50	172	0
2022-08-12	23356	9	172	0
2022-08-11	23347	30	172	0
2022-08-10	23317	29	172	0
2022-08-09	23288	47	172	0
2022-08-08	23241	52	172	0
2022-08-05	23189	8	172	0
2022-08-04	23181	32	172	0
2022-08-03	23149	29	172	0
2022-08-02	23120	50	172	0
2022-08-01	23070	73	172	0
2022-07-29	22997	33	172	0
2022-07-28	22964	22	172	0
2022-07-27	22942	59	172	1
2022-07-26	22883	85	171	1
2022-07-25	22798	112	170	0
2022-07-22	22686	77	170	0
2022-07-21	22609	86	170	0
2022-07-20	22523	63	170	0
2022-07-19	22460	54	170	0
2022-07-18	22406	136	170	1
2022-07-15	22270	48	169	0
2022-07-14	22222	50	169	0
2022-07-13	22172	88	169	0
2022-07-12	22084	77	169	0
2022-07-11	22007	123	169	1
2022-07-08	21884	23	168	0
2022-07-07	21861	87	168	0
2022-07-06	21774	63	168	1
2022-07-05	21711	52	167	0
2022-07-04	21659	125	167	0
2022-07-01	21534	41	167	0
2022-06-30	21493	53	167	0
2022-06-29	21440	78	167	0
2022-06-28	21362	64	167	0
2022-06-27	21298	117	167	1
2022-06-24	21181	43	166	0
2022-06-23	21138	35	166	0
2022-06-22	21103	87	166	0
2022-06-21	21016	51	166	0
2022-06-20	20965	93	166	0
2022-06-17	20872	30	166	0
2022-06-16	20842	14	166	0
2022-06-15	20828	47	166	0
2022-06-14	20781	40	166	1
2022-06-13	20741	62	165	0
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2022-06-01	20478	44	165	0
2022-05-31	20434	26	165	1
2022-05-30	20408	5	164	0
2022-05-27	20403	11	164	0
2022-05-25	20392	26	164	1
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2022-05-16	20201	70	163	1
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2022-05-02	19692	55	162	0
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2022-04-14	19033	64	161	0
2022-04-13	18969	86	161	0
2022-04-12	18883	120	161	1
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2022-03-25	16990	191	154	0
2022-03-24	16799	196	154	3
2022-03-23	16603	100	151	0
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2021-12-21	5125	131	127	3
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2021-12-17	4897	113	124	4
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2021-12-01	3626	14	107	0
2021-11-30	3612	14	107	0
2021-11-29	3598	95	107	2
2021-11-26	3503	58	105	1
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2021-04-17	1986	15	83	0
2021-04-16	1971	13	83	2
2021-04-15	1958	11	81	0
2021-04-14	1947	14	81	0
2021-04-13	1933	11	81	0
2021-04-12	1922	4	81	0
2021-04-11	1918	3	81	0
2021-04-10	1915	10	81	0
2021-04-09	1905	11	81	0
2021-04-08	1894	20	81	1
2021-04-07	1874	30	80	0
2021-04-06	1844	7	80	1
2021-04-05	1837	10	79	0
2021-04-03	1827	7	79	0
2021-04-02	1820	5	79	0
2021-04-01	1815	9	79	1
2021-03-31	1806	25	78	1
2021-03-30	1781	11	77	0
2021-03-29	1770	2	77	1
2021-03-28	1768	2	76	0
2021-03-27	1766	23	76	0
2021-03-26	1743	14	76	0
2021-03-25	1729	7	76	0
2021-03-24	1722	17	76	0
2021-03-23	1705	19	76	0
2021-03-22	1686	3	76	0
2021-03-21	1683	2	76	0
2021-03-20	1681	4	76	0
2021-03-19	1677	13	76	0
2021-03-18	1664	11	76	0
2021-03-17	1653	13	76	0
2021-03-16	1640	5	76	0
2021-03-15	1635	1	76	0
2021-03-14	1634	2	76	0
2021-03-13	1632	8	76	0
2021-03-12	1624	10	76	1
2021-03-11	1614	6	75	1
2021-03-10	1608	8	74	0
2021-03-09	1600	6	74	0
2021-03-08	1594	2	74	0
2021-03-06	1592	2	74	0
2021-03-05	1590	9	74	0
2021-03-04	1581	3	74	0
2021-03-03	1578	1	74	0
2021-03-02	1577	5	74	0
2021-02-28	1572	4	74	0
2021-02-26	1568	5	74	0
2021-02-25	1563	8	74	0
2021-02-24	1555	17	74	0
2021-02-23	1538	13	74	1
2021-02-22	1525	4	73	0
2021-02-20	1521	3	73	0
2021-02-19	1518	16	73	0
2021-02-18	1502	11	73	0
2021-02-17	1491	16	73	0
2021-02-16	1475	14	73	1
2021-02-15	1461	6	72	0
2021-02-14	1455	9	72	0
2021-02-13	1446	1	72	0
2021-02-12	1445	4	72	0
2021-02-11	1441	2	72	0
2021-02-10	1439	8	72	1
2021-02-09	1431	9	71	0
2021-02-08	1422	3	71	1
2021-02-07	1419	2	70	0
2021-02-06	1417	4	70	0
2021-02-05	1413	11	70	1
2021-02-04	1402	1	69	0
2021-02-03	1401	9	69	0
2021-02-02	1392	9	69	2
2021-02-01	1383	10	67	0
2021-01-31	1373	1	67	0
2021-01-30	1372	6	67	0
2021-01-29	1366	18	67	1
2021-01-28	1348	28	66	1
2021-01-27	1320	10	65	1
2021-01-26	1310	24	64	0
2021-01-25	1286	6	64	0
2021-01-24	1280	16	64	0
2021-01-23	1264	3	64	1
2021-01-22	1261	56	63	13
2021-01-21	1205	13	50	0
2021-01-20	1192	16	50	0
2021-01-19	1176	26	50	1
2021-01-18	1150	6	49	2
2021-01-17	1144	7	47	0
2021-01-16	1137	20	47	0
2021-01-15	1117	10	47	0
2021-01-14	1107	20	47	2
2021-01-13	1087	47	45	0
2021-01-12	1040	10	45	1
2021-01-11	1030	10	44	2
2021-01-10	1020	5	42	0
2021-01-09	1015	30	42	0
2021-01-08	985	47	42	2
2021-01-07	938	44	40	2
2021-01-06	894	14	38	0
2021-01-05	880	15	38	1
2021-01-04	865	5	37	1
2021-01-03	860	2	36	0
2021-01-02	858	1	36	0
2021-01-01	857	28	36	2
2020-12-31	829	20	34	1
2020-12-30	809	38	33	1
2020-12-29	771	12	32	2
2020-12-28	759	8	30	0
2020-12-27	751	7	30	0
2020-12-26	744	9	30	1
2020-12-25	735	25	29	2
2020-12-24	710	8	27	1
2020-12-23	702	29	26	0
2020-12-22	673	19	26	0
2020-12-21	654	15	26	1
2020-12-20	639	13	25	0
2020-12-19	626	9	25	0
2020-12-18	617	40	25	3
2020-12-17	577	12	22	3
2020-12-16	565	15	19	0
2020-12-15	550	22	19	3
2020-12-14	528	6	16	2
2020-12-13	522	10	14	0
2020-12-12	512	10	14	0
2020-12-11	502	7	14	0
2020-12-10	495	3	14	1
2020-12-09	492	12	13	0
2020-12-08	480	9	13	0
2020-12-07	471	1	13	1
2020-12-06	470	3	12	0
2020-12-05	467	11	12	0
2020-12-04	456	7	12	0
2020-12-03	449	14	12	0
2020-12-02	435	18	12	0
2020-12-01	417	7	12	0
2020-11-30	410	6	12	1
2020-11-28	404	5	11	1
2020-11-27	399	7	10	0
2020-11-26	392	17	10	2
2020-11-25	375	19	8	0
2020-11-24	356	7	8	0
2020-11-23	349	6	8	0
2020-11-22	343	5	8	0
2020-11-21	338	7	8	1
2020-11-20	331	26	7	0
2020-11-19	305	26	7	1
2020-11-18	279	10	6	1
2020-11-17	269	11	5	0
2020-11-16	258	1	5	0
2020-11-15	257	1	5	0
2020-11-14	256	2	5	0
2020-11-13	254	19	5	0
2020-11-12	235	8	5	1
2020-11-11	227	7	4	1
2020-11-10	220	5	3	0
2020-11-09	215	5	3	1
2020-11-08	210	1	2	0
2020-11-07	209	5	2	0
2020-11-06	204	9	2	0
2020-11-05	195	8	2	0
2020-11-04	187	4	2	0
2020-11-03	183	3	2	0
2020-11-02	180	1	2	0
2020-11-01	179	3	2	1
2020-10-31	176	8	1	0
2020-10-30	168	6	1	0
2020-10-29	162	5	1	0
2020-10-28	157	10	1	0
2020-10-27	147	7	1	0
2020-10-26	140	2	1	0
2020-10-25	138	2	1	0
2020-10-24	136	3	1	0
2020-10-23	133	9	1	0
2020-10-22	124	16	1	0
2020-10-21	108	7	1	0
2020-10-20	101	9	1	0
2020-10-17	92	3	1	0
2020-10-16	89	2	1	0
2020-10-12	87	1	1	0
2020-10-10	86	1	1	0
2020-10-07	85	4	1	0
2020-10-02	81	2	1	0
2020-09-29	79	1	1	0
2020-09-24	78	2	1	0
2020-09-22	76	1	1	0
2020-09-18	75	2	1	0
2020-09-17	73	1	1	0
2020-09-12	72	1	1	0
2020-09-05	71	1	1	0
2020-08-27	70	1	1	0
2020-08-21	69	1	1	0
2020-08-20	68	1	1	0
2020-08-19	67	1	1	0
2020-08-13	66	1	1	0
2020-06-16	65	1	1	0
2020-06-12	64	2	1	0
2020-06-10	62	1	1	0
2020-05-20	61	1	1	0
2020-05-07	60	1	1	1
2020-05-02	59	2	0	0
2020-04-30	57	1	0	0
2020-04-29	56	1	0	0
2020-04-24	55	1	0	0
2020-04-23	54	1	0	0
2020-04-22	53	2	0	0
2020-04-21	51	1	0	0
2020-04-20	50	1	0	0
2020-04-15	49	3	0	0
2020-04-13	46	1	0	0
2020-04-11	45	1	0	0
2020-04-10	44	2	0	0
2020-04-09	42	3	0	0
2020-04-07	39	5	0	0
2020-04-06	34	1	0	0
2020-04-05	33	1	0	0
2020-04-04	32	1	0	0
2020-04-03	31	3	0	0
2020-04-02	28	1	0	0
2020-04-01	27	3	0	0
2020-03-31	24	7	0	0
2020-03-30	17	1	0	0
2020-03-29	16	1	0	0
2020-03-28	15	1	0	0
2020-03-26	14	2	0	0
2020-03-24	12	1	0	0
2020-03-23	11	3	0	0
2020-03-22	8	2	0	0
2020-03-20	6	1	0	0
2020-03-19	5	2	0	0
2020-03-17	3	1	0	0

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)

---

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.

# to force a fresh download of data, run "clear_cache()"

print(f"Notebook execution took: {datetime.datetime.now()-start}")

Notebook execution took: 0:03:27.384497