Germany: LK Cochem-Zell (Rheinland-Pfalz)

• 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 14:47:36 CEST

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

overview(country="Germany", subregion="LK Cochem-Zell", weeks=5);

overview(country="Germany", subregion="LK Cochem-Zell");

compare_plot(country="Germany", subregion="LK Cochem-Zell", dates="2020-03-15:");

# load the data
cases, deaths = germany_get_region(landkreis="LK Cochem-Zell")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Cochem-Zell")
print(f'Population of country="Germany", subregion="LK Cochem-Zell": {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 Cochem-Zell": 61735 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	25709	12	136	0
2023-03-03	25697	10	136	0
2023-03-02	25687	18	136	0
2023-03-01	25669	34	136	0
2023-02-28	25635	29	136	0
2023-02-27	25606	52	136	0
2023-02-24	25554	36	136	0
2023-02-23	25518	37	136	0
2023-02-22	25481	43	136	0
2023-02-17	25438	9	136	0
2023-02-16	25429	16	136	0
2023-02-15	25413	14	136	0
2023-02-14	25399	16	136	0
2023-02-13	25383	6	136	0
2023-02-10	25377	10	136	0
2023-02-09	25367	6	136	0
2023-02-08	25361	17	136	0
2023-02-07	25344	21	136	0
2023-02-06	25323	16	136	0
2023-02-03	25307	11	136	0
2023-02-02	25296	6	136	0
2023-02-01	25290	12	136	0
2023-01-31	25278	6	136	0
2023-01-30	25272	12	136	0
2023-01-27	25260	4	136	0
2023-01-26	25256	9	136	0
2023-01-25	25247	6	136	0
2023-01-24	25241	14	136	0
2023-01-23	25227	6	136	0
2023-01-20	25221	1	136	0
2023-01-19	25220	4	136	0
2023-01-18	25216	2	136	0
2023-01-17	25214	11	136	0
2023-01-16	25203	12	136	0
2023-01-13	25191	1	136	0
2023-01-12	25190	9	136	0
2023-01-11	25181	6	136	0
2023-01-10	25175	18	136	0
2023-01-09	25157	16	136	1
2023-01-06	25141	20	135	0
2023-01-05	25121	10	135	0
2023-01-04	25111	11	135	0
2023-01-03	25100	23	135	0
2023-01-02	25077	16	135	1
2022-12-30	25061	19	134	1
2022-12-29	25042	13	133	0
2022-12-28	25029	13	133	0
2022-12-27	25016	30	133	0
2022-12-23	24986	16	133	0
2022-12-22	24970	20	133	0
2022-12-21	24950	22	133	0
2022-12-20	24928	19	133	1
2022-12-19	24909	25	132	0
2022-12-16	24884	19	132	0
2022-12-15	24865	15	132	0
2022-12-14	24850	17	132	0
2022-12-13	24833	34	132	0
2022-12-12	24799	21	132	0
2022-12-09	24778	21	132	1
2022-12-08	24757	18	131	0
2022-12-07	24739	22	131	0
2022-12-06	24717	23	131	1
2022-12-05	24694	18	130	0
2022-12-02	24676	14	130	1
2022-12-01	24662	6	129	0
2022-11-30	24656	8	129	0
2022-11-29	24648	20	129	0
2022-11-28	24628	15	129	0
2022-11-25	24613	10	129	0
2022-11-24	24603	12	129	0
2022-11-23	24591	18	129	0
2022-11-22	24573	20	129	0
2022-11-21	24553	35	129	0
2022-11-18	24518	24	129	0
2022-11-17	24494	12	129	0
2022-11-16	24482	18	129	0
2022-11-15	24464	28	129	0
2022-11-14	24436	23	129	0
2022-11-11	24413	9	129	0
2022-11-10	24404	13	129	0
2022-11-09	24391	13	129	1
2022-11-08	24378	30	128	0
2022-11-07	24348	33	128	0
2022-11-04	24315	26	128	0
2022-11-03	24289	27	128	0
2022-11-02	24262	91	128	0
2022-10-28	24171	24	128	1
2022-10-27	24147	39	127	0
2022-10-26	24108	50	127	0
2022-10-25	24058	56	127	1
2022-10-24	24002	93	126	2
2022-10-21	23909	58	124	1
2022-10-20	23851	90	123	1
2022-10-19	23761	79	122	0
2022-10-18	23682	100	122	0
2022-10-17	23582	132	122	0
2022-10-14	23450	75	122	0
2022-10-13	23375	73	122	0
2022-10-12	23302	148	122	4
2022-10-11	23154	166	118	1
2022-10-10	22988	152	117	1
2022-10-07	22836	115	116	1
2022-10-06	22721	137	115	2
2022-10-05	22584	197	113	0
2022-10-04	22387	135	113	0
2022-09-30	22252	37	113	1
2022-09-29	22215	93	112	0
2022-09-28	22122	46	112	2
2022-09-27	22076	89	110	0
2022-09-26	21987	113	110	0
2022-09-23	21874	46	110	0
2022-09-22	21828	46	110	0
2022-09-21	21782	54	110	0
2022-09-20	21728	64	110	0
2022-09-19	21664	106	110	2
2022-09-16	21558	23	108	0
2022-09-15	21535	45	108	0
2022-09-14	21490	49	108	0
2022-09-13	21441	61	108	0
2022-09-12	21380	37	108	1
2022-09-09	21343	19	107	0
2022-09-08	21324	14	107	0
2022-09-07	21310	16	107	0
2022-09-06	21294	57	107	0
2022-09-05	21237	52	107	1
2022-09-02	21185	29	106	0
2022-09-01	21156	21	106	0
2022-08-31	21135	32	106	1
2022-08-30	21103	40	105	1
2022-08-29	21063	39	104	0
2022-08-26	21024	20	104	0
2022-08-25	21004	27	104	0
2022-08-24	20977	25	104	0
2022-08-23	20952	30	104	0
2022-08-22	20922	33	104	0
2022-08-19	20889	22	104	0
2022-08-18	20867	20	104	1
2022-08-17	20847	29	103	0
2022-08-16	20818	28	103	0
2022-08-15	20790	36	103	0
2022-08-12	20754	23	103	0
2022-08-11	20731	25	103	0
2022-08-10	20706	30	103	0
2022-08-09	20676	64	103	0
2022-08-08	20612	38	103	0
2022-08-05	20574	26	103	0
2022-08-04	20548	24	103	0
2022-08-03	20524	36	103	0
2022-08-02	20488	39	103	0
2022-08-01	20449	54	103	0
2022-07-29	20395	24	103	1
2022-07-28	20371	38	102	0
2022-07-27	20333	55	102	0
2022-07-26	20278	96	102	0
2022-07-25	20182	105	102	2
2022-07-22	20077	65	100	0
2022-07-21	20012	66	100	0
2022-07-20	19946	93	100	0
2022-07-19	19853	123	100	0
2022-07-18	19730	124	100	0
2022-07-15	19606	91	100	0
2022-07-14	19515	61	100	0
2022-07-13	19454	73	100	0
2022-07-12	19381	119	100	0
2022-07-11	19262	82	100	0
2022-07-08	19180	55	100	0
2022-07-07	19125	82	100	1
2022-07-06	19043	47	99	0
2022-07-05	18996	75	99	0
2022-07-04	18921	89	99	0
2022-07-01	18832	51	99	0
2022-06-30	18781	51	99	0
2022-06-29	18730	67	99	0
2022-06-28	18663	143	99	0
2022-06-27	18520	86	99	1
2022-06-24	18434	29	98	0
2022-06-23	18405	68	98	0
2022-06-22	18337	65	98	1
2022-06-21	18272	95	97	0
2022-06-20	18177	97	97	0
2022-06-17	18080	102	97	1
2022-06-15	17978	55	96	0
2022-06-14	17923	130	96	0
2022-06-13	17793	135	96	0
2022-06-10	17658	86	96	0
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2022-05-31	17194	57	96	1
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2022-05-27	17082	33	95	0
2022-05-25	17049	29	95	0
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2022-03-23	11718	317	90	0
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2022-03-21	11106	76	90	1
2022-03-20	11030	172	89	0
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2021-12-31	3564	15	86	1
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2021-12-14	3367	30	83	0
2021-12-13	3337	15	83	1
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2021-07-27	1987	5	61	0
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2021-07-21	1977	2	61	0
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2021-06-01	1944	8	60	0
2021-05-31	1936	1	60	0
2021-05-30	1935	2	60	0
2021-05-29	1933	6	60	0
2021-05-28	1927	8	60	0
2021-05-27	1919	4	60	0
2021-05-26	1915	4	60	0
2021-05-25	1911	5	60	0
2021-05-23	1906	1	60	0
2021-05-22	1905	7	60	1
2021-05-21	1898	4	59	0
2021-05-20	1894	3	59	0
2021-05-19	1891	1	59	0
2021-05-18	1890	3	59	0
2021-05-17	1887	3	59	0
2021-05-16	1884	1	59	0
2021-05-15	1883	3	59	1
2021-05-14	1880	7	58	0
2021-05-13	1873	2	58	0
2021-05-12	1871	4	58	1
2021-05-11	1867	4	57	0
2021-05-10	1863	3	57	1
2021-05-09	1860	1	56	0
2021-05-08	1859	2	56	0
2021-05-07	1857	3	56	0
2021-05-06	1854	8	56	0
2021-05-05	1846	13	56	0
2021-05-04	1833	5	56	1
2021-05-03	1828	2	55	0
2021-05-02	1826	1	55	0
2021-05-01	1825	8	55	0
2021-04-30	1817	3	55	1
2021-04-29	1814	7	54	0
2021-04-28	1807	9	54	0
2021-04-27	1798	3	54	0
2021-04-26	1795	2	54	0
2021-04-24	1793	3	54	0
2021-04-23	1790	4	54	1
2021-04-22	1786	6	53	0
2021-04-21	1780	10	53	0
2021-04-20	1770	16	53	0
2021-04-19	1754	5	53	1
2021-04-18	1749	6	52	0
2021-04-17	1743	5	52	0
2021-04-16	1738	7	52	1
2021-04-15	1731	7	51	0
2021-04-14	1724	10	51	0
2021-04-13	1714	11	51	0
2021-04-12	1703	2	51	0
2021-04-11	1701	10	51	0
2021-04-10	1691	4	51	0
2021-04-09	1687	8	51	0
2021-04-08	1679	5	51	0
2021-04-07	1674	12	51	0
2021-04-06	1662	3	51	0
2021-04-05	1659	4	51	1
2021-04-03	1655	7	50	0
2021-04-02	1648	5	50	0
2021-04-01	1643	5	50	0
2021-03-31	1638	12	50	0
2021-03-30	1626	6	50	0
2021-03-29	1620	2	50	0
2021-03-28	1618	6	50	0
2021-03-27	1612	5	50	0
2021-03-26	1607	5	50	0
2021-03-25	1602	10	50	0
2021-03-24	1592	11	50	0
2021-03-23	1581	10	50	0
2021-03-22	1571	1	50	0
2021-03-21	1570	2	50	0
2021-03-19	1568	1	50	0
2021-03-18	1567	1	50	0
2021-03-17	1566	1	50	0
2021-03-16	1565	2	50	0
2021-03-15	1563	1	50	0
2021-03-13	1562	1	50	0
2021-03-11	1561	3	50	0
2021-03-10	1558	1	50	0
2021-03-09	1557	2	50	0
2021-03-08	1555	2	50	0
2021-03-07	1553	1	50	0
2021-03-05	1552	4	50	1
2021-03-04	1548	3	49	0
2021-03-03	1545	5	49	0
2021-03-02	1540	8	49	1
2021-03-01	1532	8	48	1
2021-02-28	1524	1	47	0
2021-02-26	1523	4	47	0
2021-02-25	1519	7	47	1
2021-02-24	1512	1	46	1
2021-02-23	1511	5	45	0
2021-02-21	1506	1	45	0
2021-02-20	1505	4	45	0
2021-02-19	1501	11	45	0
2021-02-18	1490	20	45	1
2021-02-17	1470	3	44	0
2021-02-16	1467	17	44	2
2021-02-15	1450	9	42	0
2021-02-14	1441	7	42	0
2021-02-13	1434	5	42	0
2021-02-12	1429	10	42	0
2021-02-11	1419	17	42	2
2021-02-10	1402	16	40	0
2021-02-09	1386	20	40	3
2021-02-08	1366	1	37	0
2021-02-06	1365	1	37	0
2021-02-05	1364	9	37	0
2021-02-04	1355	2	37	0
2021-02-03	1353	8	37	3
2021-02-02	1345	5	34	0
2021-02-01	1340	3	34	2
2021-01-30	1337	7	32	0
2021-01-29	1330	7	32	0
2021-01-28	1323	9	32	0
2021-01-27	1314	12	32	0
2021-01-26	1302	6	32	0
2021-01-25	1296	2	32	1
2021-01-24	1294	1	31	0
2021-01-23	1293	19	31	1
2021-01-22	1274	11	30	0
2021-01-21	1263	22	30	0
2021-01-20	1241	19	30	3
2021-01-19	1222	8	27	0
2021-01-18	1214	13	27	1
2021-01-17	1201	2	26	0
2021-01-16	1199	15	26	1
2021-01-15	1184	10	25	0
2021-01-14	1174	10	25	0
2021-01-13	1164	18	25	1
2021-01-12	1146	9	24	1
2021-01-11	1137	6	23	0
2021-01-10	1131	5	23	2
2021-01-09	1126	7	21	0
2021-01-08	1119	11	21	0
2021-01-07	1108	16	21	0
2021-01-06	1092	14	21	0
2021-01-05	1078	9	21	1
2021-01-04	1069	4	20	0
2021-01-03	1065	5	20	0
2021-01-02	1060	4	20	0
2021-01-01	1056	9	20	0
2020-12-31	1047	13	20	0
2020-12-30	1034	5	20	0
2020-12-29	1029	9	20	0
2020-12-28	1020	4	20	0
2020-12-27	1016	4	20	0
2020-12-26	1012	5	20	0
2020-12-25	1007	4	20	0
2020-12-24	1003	11	20	0
2020-12-23	992	28	20	3
2020-12-22	964	21	17	1
2020-12-21	943	4	16	0
2020-12-20	939	27	16	2
2020-12-19	912	5	14	0
2020-12-18	907	16	14	0
2020-12-17	891	19	14	0
2020-12-16	872	14	14	0
2020-12-15	858	26	14	0
2020-12-14	832	5	14	0
2020-12-13	827	11	14	1
2020-12-12	816	11	13	0
2020-12-11	805	7	13	0
2020-12-10	798	7	13	1
2020-12-09	791	25	12	0
2020-12-08	766	12	12	1
2020-12-07	754	4	11	0
2020-12-06	750	5	11	0
2020-12-05	745	9	11	0
2020-12-04	736	14	11	0
2020-12-03	722	12	11	0
2020-12-02	710	14	11	0
2020-12-01	696	11	11	1
2020-11-30	685	2	10	0
2020-11-29	683	6	10	0
2020-11-28	677	8	10	0
2020-11-27	669	14	10	0
2020-11-26	655	14	10	0
2020-11-25	641	14	10	0
2020-11-24	627	15	10	0
2020-11-23	612	4	10	0
2020-11-22	608	15	10	0
2020-11-21	593	5	10	0
2020-11-20	588	10	10	0
2020-11-19	578	13	10	1
2020-11-18	565	12	9	2
2020-11-17	553	14	7	1
2020-11-16	539	11	6	0
2020-11-15	528	18	6	0
2020-11-14	510	12	6	1
2020-11-13	498	18	5	1
2020-11-12	480	32	4	1
2020-11-11	448	20	3	1
2020-11-10	428	10	2	0
2020-11-09	418	12	2	0
2020-11-08	406	6	2	0
2020-11-07	400	6	2	0
2020-11-06	394	10	2	0
2020-11-05	384	12	2	0
2020-11-04	372	23	2	0
2020-11-03	349	11	2	0
2020-11-02	338	5	2	0
2020-11-01	333	8	2	0
2020-10-31	325	8	2	0
2020-10-30	317	10	2	0
2020-10-29	307	17	2	0
2020-10-28	290	10	2	0
2020-10-27	280	3	2	0
2020-10-26	277	3	2	0
2020-10-25	274	8	2	0
2020-10-24	266	9	2	0
2020-10-23	257	11	2	0
2020-10-22	246	13	2	0
2020-10-21	233	21	2	0
2020-10-20	212	6	2	0
2020-10-19	206	3	2	0
2020-10-17	203	7	2	0
2020-10-16	196	7	2	0
2020-10-15	189	4	2	0
2020-10-14	185	4	2	0
2020-10-13	181	2	2	0
2020-10-12	179	2	2	0
2020-10-11	177	2	2	0
2020-10-09	175	1	2	0
2020-10-03	174	1	2	1
2020-10-02	173	1	1	0
2020-10-01	172	2	1	0
2020-09-29	170	1	1	0
2020-09-18	169	1	1	0
2020-09-17	168	4	1	0
2020-09-16	164	4	1	0
2020-09-10	160	6	1	0
2020-09-06	154	1	1	0
2020-08-28	153	4	1	0
2020-08-27	149	2	1	0
2020-08-24	147	1	1	0
2020-08-18	146	2	1	0
2020-08-14	144	1	1	0
2020-08-12	143	2	1	0
2020-08-09	141	1	1	0
2020-08-07	140	2	1	0
2020-07-03	138	1	1	0
2020-06-24	137	1	1	0
2020-06-22	136	1	1	0
2020-06-19	135	1	1	0
2020-06-09	134	3	1	0
2020-06-03	131	2	1	0
2020-05-27	129	1	1	0
2020-05-13	128	1	1	0
2020-04-29	127	1	1	0
2020-04-21	126	1	1	0
2020-04-17	125	2	1	0
2020-04-15	123	1	1	0
2020-04-09	122	1	1	0
2020-04-07	121	3	1	0
2020-04-06	118	2	1	1
2020-04-03	116	3	0	0
2020-04-02	113	1	0	0
2020-04-01	112	4	0	0
2020-03-31	108	8	0	0
2020-03-30	100	1	0	0
2020-03-29	99	2	0	0
2020-03-28	97	9	0	0
2020-03-27	88	17	0	0
2020-03-26	71	4	0	0
2020-03-25	67	14	0	0
2020-03-24	53	8	0	0
2020-03-21	45	3	0	0
2020-03-20	42	4	0	0
2020-03-19	38	4	0	0
2020-03-18	34	2	0	0
2020-03-17	32	7	0	0
2020-03-16	25	2	0	0
2020-03-15	23	17	0	0
2020-03-13	6	4	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: 0:04:38.458515