Germany: SK Landau i.d.Pfalz (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 15:20:02 CEST

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

overview(country="Germany", subregion="SK Landau i.d.Pfalz", weeks=5);

overview(country="Germany", subregion="SK Landau i.d.Pfalz");

compare_plot(country="Germany", subregion="SK Landau i.d.Pfalz", dates="2020-03-15:");

# load the data
cases, deaths = germany_get_region(landkreis="SK Landau i.d.Pfalz")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Landau i.d.Pfalz")
print(f'Population of country="Germany", subregion="SK Landau i.d.Pfalz": {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 Landau i.d.Pfalz": 46919 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-05	20470	1	88	0
2023-03-03	20469	1	88	0
2023-03-02	20468	2	88	0
2023-03-01	20466	3	88	0
2023-02-28	20463	6	88	0
2023-02-27	20457	10	88	0
2023-02-26	20447	1	88	0
2023-02-25	20446	3	88	0
2023-02-24	20443	14	88	0
2023-02-23	20429	19	88	0
2023-02-22	20410	17	88	0
2023-02-21	20393	16	88	0
2023-02-20	20377	14	88	0
2023-02-19	20363	9	88	0
2023-02-18	20354	1	88	0
2023-02-17	20353	9	88	0
2023-02-16	20344	7	88	0
2023-02-15	20337	7	88	0
2023-02-14	20330	7	88	0
2023-02-13	20323	8	88	0
2023-02-12	20315	6	88	0
2023-02-11	20309	1	88	0
2023-02-10	20308	6	88	0
2023-02-09	20302	4	88	0
2023-02-08	20298	8	88	0
2023-02-07	20290	12	88	0
2023-02-06	20278	11	88	0
2023-02-05	20267	5	88	0
2023-02-04	20262	1	88	0
2023-02-03	20261	5	88	0
2023-02-02	20256	7	88	0
2023-02-01	20249	2	88	0
2023-01-30	20247	7	88	0
2023-01-28	20240	4	88	0
2023-01-27	20236	6	88	0
2023-01-26	20230	5	88	0
2023-01-25	20225	7	88	0
2023-01-24	20218	8	88	0
2023-01-23	20210	6	88	0
2023-01-21	20204	4	88	0
2023-01-20	20200	3	88	0
2023-01-19	20197	1	88	0
2023-01-18	20196	4	88	0
2023-01-17	20192	4	88	0
2023-01-16	20188	4	88	0
2023-01-13	20184	4	88	0
2023-01-12	20180	3	88	0
2023-01-11	20177	6	88	0
2023-01-10	20171	7	88	0
2023-01-09	20164	12	88	0
2023-01-08	20152	4	88	0
2023-01-06	20148	5	88	0
2023-01-05	20143	10	88	0
2023-01-04	20133	6	88	0
2023-01-03	20127	6	88	0
2023-01-02	20121	11	88	0
2023-01-01	20110	1	88	0
2022-12-31	20109	5	88	0
2022-12-30	20104	5	88	0
2022-12-29	20099	8	88	0
2022-12-28	20091	17	88	0
2022-12-27	20074	23	88	0
2022-12-26	20051	1	88	0
2022-12-25	20050	3	88	2
2022-12-24	20047	14	86	0
2022-12-23	20033	12	86	0
2022-12-22	20021	15	86	1
2022-12-21	20006	10	85	1
2022-12-20	19996	20	84	0
2022-12-19	19976	30	84	0
2022-12-18	19946	9	84	1
2022-12-17	19937	6	83	0
2022-12-16	19931	13	83	1
2022-12-15	19918	17	82	0
2022-12-14	19901	12	82	0
2022-12-13	19889	19	82	0
2022-12-12	19870	20	82	0
2022-12-11	19850	3	82	0
2022-12-10	19847	6	82	0
2022-12-09	19841	13	82	1
2022-12-08	19828	11	81	0
2022-12-07	19817	14	81	0
2022-12-06	19803	11	81	0
2022-12-05	19792	15	81	0
2022-12-04	19777	2	81	0
2022-12-03	19775	2	81	0
2022-12-02	19773	10	81	0
2022-12-01	19763	9	81	0
2022-11-30	19754	14	81	0
2022-11-29	19740	18	81	0
2022-11-28	19722	18	81	0
2022-11-27	19704	3	81	1
2022-11-26	19701	8	80	0
2022-11-25	19693	11	80	0
2022-11-24	19682	10	80	0
2022-11-23	19672	17	80	0
2022-11-22	19655	22	80	0
2022-11-21	19633	17	80	0
2022-11-20	19616	11	80	0
2022-11-19	19605	7	80	0
2022-11-18	19598	17	80	0
2022-11-17	19581	15	80	0
2022-11-16	19566	18	80	0
2022-11-15	19548	19	80	0
2022-11-14	19529	19	80	0
2022-11-13	19510	6	80	0
2022-11-12	19504	8	80	0
2022-11-11	19496	12	80	0
2022-11-10	19484	8	80	0
2022-11-09	19476	27	80	0
2022-11-08	19449	17	80	0
2022-11-07	19432	27	80	0
2022-11-06	19405	14	80	0
2022-11-05	19391	11	80	0
2022-11-04	19380	21	80	0
2022-11-03	19359	35	80	0
2022-11-02	19324	21	80	0
2022-11-01	19303	17	80	0
2022-10-31	19286	20	80	0
2022-10-30	19266	20	80	0
2022-10-29	19246	7	80	0
2022-10-28	19239	54	80	1
2022-10-27	19185	21	79	0
2022-10-26	19164	39	79	0
2022-10-25	19125	49	79	0
2022-10-24	19076	38	79	0
2022-10-23	19038	21	79	0
2022-10-22	19017	20	79	0
2022-10-21	18997	42	79	1
2022-10-20	18955	54	78	0
2022-10-19	18901	67	78	0
2022-10-18	18834	100	78	0
2022-10-17	18734	44	78	0
2022-10-16	18690	18	78	1
2022-10-15	18672	24	77	1
2022-10-14	18648	74	76	0
2022-10-13	18574	129	76	0
2022-10-12	18445	69	76	0
2022-10-11	18376	78	76	0
2022-10-10	18298	85	76	0
2022-10-09	18213	22	76	0
2022-10-08	18191	11	76	0
2022-10-07	18180	63	76	0
2022-10-06	18117	118	76	1
2022-10-05	17999	69	75	0
2022-10-04	17930	58	75	0
2022-10-03	17872	38	75	0
2022-10-02	17834	18	75	0
2022-10-01	17816	20	75	0
2022-09-30	17796	74	75	0
2022-09-29	17722	56	75	0
2022-09-28	17666	44	75	0
2022-09-27	17622	49	75	0
2022-09-26	17573	55	75	0
2022-09-25	17518	12	75	0
2022-09-24	17506	19	75	0
2022-09-23	17487	29	75	0
2022-09-22	17458	37	75	0
2022-09-21	17421	29	75	0
2022-09-20	17392	35	75	0
2022-09-19	17357	53	75	0
2022-09-18	17304	1	75	0
2022-09-17	17303	1	75	0
2022-09-16	17302	10	75	0
2022-09-15	17292	36	75	0
2022-09-14	17256	16	75	0
2022-09-13	17240	17	75	0
2022-09-12	17223	59	75	0
2022-09-11	17164	1	75	0
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2022-09-05	17098	40	75	0
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2022-08-27	16951	1	75	0
2022-08-26	16950	7	75	0
2022-08-25	16943	15	75	0
2022-08-24	16928	18	75	1
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2021-11-27	3005	32	56	1
2021-11-26	2973	48	55	0
2021-11-25	2925	35	55	1
2021-11-24	2890	52	54	0
2021-11-23	2838	58	54	3
2021-11-22	2780	11	51	1
2021-11-21	2769	29	50	0
2021-11-20	2740	28	50	0
2021-11-19	2712	47	50	1
2021-11-18	2665	50	49	1
2021-11-17	2615	64	48	0
2021-11-16	2551	41	48	0
2021-11-15	2510	19	48	0
2021-11-14	2491	10	48	1
2021-11-13	2481	26	47	0
2021-11-12	2455	24	47	0
2021-11-11	2431	19	47	1
2021-11-10	2412	43	46	1
2021-11-09	2369	22	45	0
2021-11-08	2347	9	45	0
2021-11-07	2338	11	45	0
2021-11-06	2327	34	45	0
2021-11-05	2293	17	45	0
2021-11-04	2276	23	45	0
2021-11-03	2253	22	45	0
2021-11-02	2231	4	45	0
2021-11-01	2227	3	45	0
2021-10-31	2224	8	45	1
2021-10-30	2216	9	44	0
2021-10-29	2207	24	44	0
2021-10-28	2183	7	44	0
2021-10-27	2176	16	44	1
2021-10-26	2160	2	43	0
2021-10-25	2158	3	43	1
2021-10-23	2155	5	42	0
2021-10-22	2150	4	42	0
2021-10-21	2146	5	42	0
2021-10-20	2141	10	42	0
2021-10-19	2131	5	42	0
2021-10-18	2126	4	42	0
2021-10-16	2122	2	42	0
2021-10-15	2120	5	42	0
2021-10-14	2115	17	42	1
2021-10-13	2098	10	41	0
2021-10-12	2088	5	41	0
2021-10-11	2083	1	41	0
2021-10-09	2082	1	41	0
2021-10-08	2081	7	41	0
2021-10-07	2074	2	41	0
2021-10-06	2072	3	41	0
2021-10-05	2069	9	41	0
2021-10-04	2060	5	41	0
2021-10-03	2055	2	41	0
2021-10-02	2053	2	41	0
2021-10-01	2051	5	41	0
2021-09-30	2046	4	41	0
2021-09-29	2042	9	41	0
2021-09-28	2033	2	41	0
2021-09-27	2031	2	41	0
2021-09-25	2029	12	41	0
2021-09-24	2017	2	41	0
2021-09-23	2015	4	41	0
2021-09-22	2011	13	41	0
2021-09-21	1998	6	41	0
2021-09-20	1992	4	41	0
2021-09-19	1988	1	41	0
2021-09-18	1987	17	41	0
2021-09-17	1970	5	41	0
2021-09-16	1965	8	41	0
2021-09-15	1957	15	41	1
2021-09-14	1942	19	40	0
2021-09-13	1923	5	40	0
2021-09-12	1918	1	40	0
2021-09-11	1917	24	40	0
2021-09-10	1893	8	40	0
2021-09-09	1885	6	40	0
2021-09-08	1879	27	40	1
2021-09-07	1852	1	39	0
2021-09-06	1851	6	39	2
2021-09-05	1845	4	37	0
2021-09-04	1841	14	37	0
2021-09-03	1827	4	37	1
2021-09-02	1823	8	36	0
2021-09-01	1815	23	36	1
2021-08-31	1792	3	35	0
2021-08-30	1789	8	35	0
2021-08-29	1781	1	35	0
2021-08-28	1780	12	35	0
2021-08-27	1768	2	35	0
2021-08-26	1766	7	35	0
2021-08-25	1759	9	35	0
2021-08-24	1750	7	35	0
2021-08-23	1743	3	35	0
2021-08-21	1740	10	35	0
2021-08-20	1730	3	35	0
2021-08-19	1727	1	35	0
2021-08-18	1726	1	35	0
2021-08-17	1725	5	35	0
2021-08-16	1720	1	35	0
2021-08-14	1719	3	35	0
2021-08-13	1716	1	35	0
2021-08-12	1715	4	35	0
2021-08-11	1711	2	35	0
2021-08-10	1709	2	35	0
2021-08-09	1707	3	35	0
2021-08-06	1704	2	35	0
2021-08-05	1702	1	35	0
2021-08-04	1701	4	35	0
2021-08-03	1697	2	35	0
2021-08-01	1695	1	35	0
2021-07-31	1694	3	35	0
2021-07-30	1691	1	35	0
2021-07-29	1690	1	35	0
2021-07-27	1689	3	35	0
2021-07-26	1686	1	35	0
2021-07-25	1685	1	35	0
2021-07-24	1684	2	35	0
2021-07-22	1682	1	35	0
2021-07-21	1681	2	35	0
2021-07-20	1679	2	35	0
2021-07-19	1677	1	35	0
2021-07-16	1676	5	35	0
2021-07-15	1671	1	35	0
2021-07-13	1670	5	35	0
2021-07-10	1665	1	35	0
2021-07-06	1664	1	35	0
2021-07-05	1663	1	35	0
2021-06-30	1662	1	35	0
2021-06-24	1661	1	35	0
2021-06-23	1660	1	35	0
2021-06-15	1659	2	35	0
2021-06-09	1657	1	35	0
2021-06-08	1656	2	35	0
2021-06-05	1654	1	35	0
2021-06-03	1653	1	35	0
2021-06-02	1652	4	35	0
2021-05-30	1648	1	35	0
2021-05-29	1647	1	35	0
2021-05-28	1646	1	35	0
2021-05-27	1645	6	35	0
2021-05-22	1639	1	35	0
2021-05-21	1638	1	35	0
2021-05-20	1637	2	35	0
2021-05-19	1635	15	35	0
2021-05-18	1620	4	35	0
2021-05-17	1616	4	35	0
2021-05-15	1612	6	35	0
2021-05-14	1606	2	35	0
2021-05-13	1604	16	35	0
2021-05-12	1588	3	35	0
2021-05-11	1585	9	35	0
2021-05-10	1576	5	35	0
2021-05-09	1571	6	35	0
2021-05-08	1565	11	35	0
2021-05-07	1554	4	35	0
2021-05-06	1550	8	35	0
2021-05-05	1542	26	35	0
2021-05-04	1516	11	35	0
2021-05-01	1505	11	35	0
2021-04-30	1494	5	35	0
2021-04-29	1489	14	35	0
2021-04-28	1475	18	35	0
2021-04-27	1457	6	35	0
2021-04-26	1451	3	35	1
2021-04-25	1448	1	34	0
2021-04-24	1447	18	34	0
2021-04-23	1429	10	34	0
2021-04-22	1419	12	34	0
2021-04-21	1407	22	34	0
2021-04-20	1385	10	34	0
2021-04-19	1375	3	34	0
2021-04-18	1372	3	34	0
2021-04-17	1369	9	34	0
2021-04-16	1360	17	34	0
2021-04-15	1343	18	34	0
2021-04-14	1325	18	34	0
2021-04-13	1307	7	34	0
2021-04-12	1300	1	34	0
2021-04-10	1299	6	34	1
2021-04-09	1293	11	33	0
2021-04-08	1282	11	33	0
2021-04-07	1271	7	33	0
2021-04-06	1264	3	33	0
2021-04-04	1261	1	33	0
2021-04-03	1260	16	33	0
2021-04-02	1244	6	33	0
2021-04-01	1238	11	33	0
2021-03-31	1227	6	33	0
2021-03-30	1221	9	33	0
2021-03-29	1212	4	33	0
2021-03-27	1208	10	33	0
2021-03-26	1198	9	33	0
2021-03-25	1189	6	33	0
2021-03-24	1183	3	33	0
2021-03-23	1180	4	33	0
2021-03-20	1176	5	33	0
2021-03-19	1171	6	33	0
2021-03-18	1165	2	33	0
2021-03-17	1163	6	33	0
2021-03-16	1157	2	33	0
2021-03-13	1155	2	33	0
2021-03-12	1153	6	33	0
2021-03-11	1147	4	33	0
2021-03-10	1143	10	33	0
2021-03-09	1133	1	33	0
2021-03-06	1132	7	33	0
2021-03-05	1125	3	33	0
2021-03-04	1122	5	33	0
2021-03-03	1117	1	33	0
2021-03-02	1116	1	33	0
2021-03-01	1115	3	33	0
2021-02-28	1112	1	33	0
2021-02-26	1111	1	33	0
2021-02-25	1110	3	33	0
2021-02-24	1107	3	33	0
2021-02-23	1104	1	33	0
2021-02-21	1103	1	33	0
2021-02-20	1102	7	33	0
2021-02-19	1095	3	33	0
2021-02-18	1092	6	33	0
2021-02-17	1086	3	33	0
2021-02-14	1083	2	33	0
2021-02-13	1081	4	33	0
2021-02-12	1077	2	33	0
2021-02-11	1075	2	33	0
2021-02-10	1073	4	33	0
2021-02-09	1069	11	33	1
2021-02-08	1058	3	32	0
2021-02-06	1055	4	32	0
2021-02-05	1051	4	32	0
2021-02-04	1047	3	32	0
2021-02-03	1044	10	32	0
2021-02-02	1034	11	32	0
2021-02-01	1023	6	32	0
2021-01-30	1017	10	32	0
2021-01-29	1007	4	32	0
2021-01-28	1003	16	32	0
2021-01-27	987	21	32	0
2021-01-26	966	11	32	1
2021-01-25	955	10	31	0
2021-01-23	945	8	31	0
2021-01-22	937	25	31	0
2021-01-21	912	12	31	1
2021-01-20	900	13	30	0
2021-01-19	887	17	30	0
2021-01-18	870	7	30	0
2021-01-17	863	8	30	0
2021-01-16	855	3	30	0
2021-01-15	852	11	30	2
2021-01-14	841	16	28	1
2021-01-13	825	17	27	0
2021-01-12	808	18	27	1
2021-01-11	790	9	26	0
2021-01-10	781	6	26	1
2021-01-09	775	5	25	0
2021-01-08	770	18	25	0
2021-01-07	752	14	25	1
2021-01-06	738	14	24	0
2021-01-05	724	29	24	1
2021-01-04	695	2	23	1
2021-01-03	693	3	22	0
2021-01-02	690	5	22	1
2021-01-01	685	3	21	1
2020-12-31	682	18	20	0
2020-12-30	664	27	20	0
2020-12-29	637	12	20	3
2020-12-28	625	15	17	2
2020-12-26	610	2	15	1
2020-12-25	608	1	14	0
2020-12-24	607	10	14	0
2020-12-23	597	12	14	0
2020-12-22	585	5	14	1
2020-12-21	580	15	13	0
2020-12-20	565	4	13	0
2020-12-19	561	18	13	0
2020-12-18	543	4	13	0
2020-12-17	539	11	13	0
2020-12-16	528	16	13	0
2020-12-15	512	20	13	2
2020-12-14	492	17	11	0
2020-12-13	475	7	11	2
2020-12-12	468	5	9	0
2020-12-11	463	12	9	0
2020-12-10	451	10	9	0
2020-12-09	441	23	9	0
2020-12-08	418	6	9	0
2020-12-07	412	8	9	0
2020-12-06	404	10	9	0
2020-12-05	394	7	9	0
2020-12-04	387	5	9	0
2020-12-03	382	18	9	3
2020-12-02	364	7	6	1
2020-12-01	357	8	5	1
2020-11-30	349	2	4	0
2020-11-29	347	3	4	0
2020-11-28	344	3	4	0
2020-11-27	341	6	4	1
2020-11-26	335	2	3	0
2020-11-25	333	9	3	0
2020-11-24	324	4	3	0
2020-11-23	320	3	3	0
2020-11-22	317	4	3	0
2020-11-21	313	4	3	0
2020-11-20	309	7	3	0
2020-11-19	302	10	3	0
2020-11-18	292	12	3	0
2020-11-17	280	6	3	0
2020-11-16	274	2	3	0
2020-11-15	272	8	3	0
2020-11-14	264	2	3	0
2020-11-13	262	10	3	0
2020-11-12	252	12	3	0
2020-11-11	240	11	3	0
2020-11-10	229	6	3	0
2020-11-09	223	6	3	0
2020-11-08	217	7	3	0
2020-11-07	210	3	3	0
2020-11-06	207	10	3	1
2020-11-05	197	3	2	0
2020-11-04	194	2	2	0
2020-11-03	192	13	2	0
2020-11-02	179	1	2	0
2020-10-31	178	11	2	0
2020-10-30	167	7	2	0
2020-10-29	160	5	2	0
2020-10-28	155	8	2	0
2020-10-27	147	11	2	0
2020-10-26	136	2	2	0
2020-10-25	134	2	2	0
2020-10-24	132	1	2	0
2020-10-23	131	4	2	0
2020-10-22	127	3	2	0
2020-10-21	124	2	2	0
2020-10-20	122	2	2	0
2020-10-19	120	9	2	0
2020-10-16	111	2	2	0
2020-10-15	109	8	2	0
2020-10-14	101	1	2	0
2020-10-13	100	2	2	0
2020-10-12	98	1	2	0
2020-10-08	97	5	2	0
2020-10-07	92	1	2	0
2020-10-06	91	1	2	0
2020-10-01	90	1	2	0
2020-09-15	89	1	2	0
2020-09-14	88	2	2	0
2020-09-07	86	2	2	0
2020-09-02	84	1	2	0
2020-08-31	83	2	2	0
2020-08-26	81	1	2	0
2020-08-24	80	1	2	0
2020-08-21	79	3	2	0
2020-08-20	76	3	2	0
2020-08-18	73	1	2	0
2020-08-17	72	1	2	0
2020-08-15	71	1	2	0
2020-08-13	70	1	2	0
2020-08-10	69	1	2	0
2020-08-08	68	1	2	0
2020-07-06	67	1	2	0
2020-06-26	66	1	2	0
2020-05-04	65	1	2	1
2020-04-27	64	1	1	0
2020-04-22	63	2	1	0
2020-04-18	61	1	1	0
2020-04-17	60	1	1	0
2020-04-16	59	1	1	0
2020-04-13	58	1	1	0
2020-04-10	57	1	1	0
2020-04-09	56	1	1	0
2020-04-08	55	4	1	0
2020-04-05	51	3	1	0
2020-04-03	48	1	1	0
2020-04-02	47	3	1	0
2020-04-01	44	6	1	0
2020-03-31	38	3	1	1
2020-03-30	35	1	0	0
2020-03-29	34	3	0	0
2020-03-28	31	3	0	0
2020-03-27	28	6	0	0
2020-03-26	22	7	0	0
2020-03-25	15	1	0	0
2020-03-24	14	7	0	0
2020-03-23	7	2	0	0
2020-03-20	5	1	0	0
2020-03-19	4	2	0	0
2020-03-18	2	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: 0:03:10.585203