Germany: LK Erzgebirgskreis (Sachsen)

• 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 15:36:34 CEST

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

overview(country="Germany", subregion="LK Erzgebirgskreis", weeks=5);

overview(country="Germany", subregion="LK Erzgebirgskreis");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Erzgebirgskreis")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Erzgebirgskreis")
print(f'Population of country="Germany", subregion="LK Erzgebirgskreis": {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 Erzgebirgskreis": 328695 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	161765	26	1830	0
2023-03-03	161739	38	1830	0
2023-03-02	161701	17	1830	0
2023-03-01	161684	16	1830	0
2023-02-28	161668	47	1830	0
2023-02-27	161621	35	1830	0
2023-02-24	161586	22	1830	0
2023-02-23	161564	28	1830	0
2023-02-22	161536	24	1830	0
2023-02-21	161512	35	1830	0
2023-02-20	161477	49	1830	0
2023-02-17	161428	29	1830	0
2023-02-16	161399	13	1830	0
2023-02-15	161386	27	1830	0
2023-02-14	161359	34	1830	0
2023-02-13	161325	28	1830	0
2023-02-10	161297	9	1830	0
2023-02-09	161288	23	1830	0
2023-02-08	161265	15	1830	0
2023-02-07	161250	35	1830	0
2023-02-06	161215	29	1830	1
2023-02-03	161186	7	1829	0
2023-02-02	161179	31	1829	0
2023-02-01	161148	8	1829	0
2023-01-31	161140	32	1829	0
2023-01-30	161108	37	1829	0
2023-01-27	161071	63	1829	0
2023-01-26	161008	9	1829	0
2023-01-25	160999	34	1829	0
2023-01-24	160965	11	1829	0
2023-01-23	160954	19	1829	0
2023-01-20	160935	10	1829	0
2023-01-19	160925	25	1829	0
2023-01-18	160900	17	1829	0
2023-01-17	160883	23	1829	0
2023-01-16	160860	26	1829	0
2023-01-13	160834	16	1829	0
2023-01-12	160818	31	1829	0
2023-01-11	160787	30	1829	0
2023-01-10	160757	41	1829	0
2023-01-09	160716	43	1829	0
2023-01-06	160673	29	1829	0
2023-01-05	160644	39	1829	0
2023-01-04	160605	42	1829	0
2023-01-03	160563	94	1829	2
2023-01-02	160469	71	1827	1
2022-12-30	160398	40	1826	0
2022-12-29	160358	73	1826	0
2022-12-28	160285	69	1826	1
2022-12-27	160216	137	1825	2
2022-12-23	160079	39	1823	0
2022-12-22	160040	85	1823	1
2022-12-21	159955	118	1822	0
2022-12-20	159837	120	1822	1
2022-12-19	159717	182	1821	5
2022-12-17	159535	1	1816	0
2022-12-16	159534	109	1816	1
2022-12-15	159425	77	1815	0
2022-12-14	159348	160	1815	2
2022-12-13	159188	123	1813	3
2022-12-12	159065	173	1810	2
2022-12-09	158892	64	1808	3
2022-12-08	158828	153	1805	1
2022-12-07	158675	146	1804	0
2022-12-06	158529	101	1804	1
2022-12-05	158428	177	1803	5
2022-12-04	158251	1	1798	0
2022-12-02	158250	84	1798	1
2022-12-01	158166	53	1797	0
2022-11-30	158113	101	1797	1
2022-11-29	158012	125	1796	0
2022-11-28	157887	113	1796	1
2022-11-25	157774	71	1795	2
2022-11-24	157703	64	1793	0
2022-11-23	157639	104	1793	2
2022-11-22	157535	73	1791	0
2022-11-21	157462	120	1791	0
2022-11-18	157342	103	1791	1
2022-11-17	157239	90	1790	0
2022-11-15	157149	135	1790	0
2022-11-14	157014	118	1790	0
2022-11-11	156896	84	1790	1
2022-11-10	156812	83	1789	0
2022-11-09	156729	60	1789	1
2022-11-08	156669	170	1788	2
2022-11-07	156499	126	1786	0
2022-11-04	156373	106	1786	0
2022-11-03	156267	133	1786	0
2022-11-02	156134	203	1786	1
2022-11-01	155931	213	1785	2
2022-10-28	155718	90	1783	0
2022-10-27	155628	159	1783	2
2022-10-26	155469	199	1781	1
2022-10-25	155270	254	1780	2
2022-10-24	155016	303	1778	2
2022-10-21	154713	191	1776	0
2022-10-20	154522	245	1776	2
2022-10-19	154277	226	1774	1
2022-10-18	154051	390	1773	1
2022-10-17	153661	442	1772	2
2022-10-14	153219	194	1770	0
2022-10-13	153025	349	1770	3
2022-10-12	152676	376	1767	3
2022-10-11	152300	436	1764	0
2022-10-10	151864	639	1764	2
2022-10-07	151225	335	1762	0
2022-10-06	150890	493	1762	1
2022-10-05	150397	568	1761	4
2022-10-04	149829	548	1757	3
2022-09-30	149281	216	1754	0
2022-09-29	149065	319	1754	1
2022-09-28	148746	391	1753	0
2022-09-27	148355	499	1753	1
2022-09-26	147856	469	1752	2
2022-09-23	147387	230	1750	1
2022-09-22	147157	264	1749	0
2022-09-21	146893	321	1749	0
2022-09-20	146572	258	1749	0
2022-09-19	146314	306	1749	5
2022-09-16	146008	119	1744	1
2022-09-15	145889	219	1743	1
2022-09-14	145670	166	1742	0
2022-09-13	145504	244	1742	0
2022-09-12	145260	238	1742	0
2022-09-11	145022	1	1742	0
2022-09-09	145021	118	1742	1
2022-09-08	144903	157	1741	0
2022-09-07	144746	181	1741	1
2022-09-06	144565	178	1740	0
2022-09-05	144387	217	1740	1
2022-09-02	144170	130	1739	1
2022-09-01	144040	113	1738	0
2022-08-31	143927	161	1738	0
2022-08-30	143766	182	1738	0
2022-08-29	143584	193	1738	1
2022-08-26	143391	99	1737	0
2022-08-25	143292	99	1737	0
2022-08-24	143193	146	1737	0
2022-08-23	143047	255	1737	0
2022-08-22	142792	219	1737	1
2022-08-20	142573	1	1736	0
2022-08-19	142572	98	1736	1
2022-08-18	142474	157	1735	1
2022-08-17	142317	127	1734	1
2022-08-16	142190	225	1733	3
2022-08-15	141965	204	1730	2
2022-08-13	141761	1	1728	0
2022-08-12	141760	106	1728	0
2022-08-11	141654	112	1728	0
2022-08-10	141542	142	1728	0
2022-08-09	141400	223	1728	0
2022-08-08	141177	233	1728	3
2022-08-05	140944	130	1725	2
2022-08-04	140814	170	1723	0
2022-08-03	140644	192	1723	1
2022-08-02	140452	336	1722	1
2022-08-01	140116	276	1721	3
2022-07-29	139840	156	1718	0
2022-07-28	139684	245	1718	3
2022-07-27	139439	276	1715	2
2022-07-26	139163	504	1713	0
2022-07-25	138659	430	1713	4
2022-07-22	138229	203	1709	1
2022-07-21	138026	456	1708	2
2022-07-20	137570	252	1706	0
2022-07-19	137318	469	1706	1
2022-07-18	136849	401	1705	2
2022-07-15	136448	197	1703	1
2022-07-14	136251	253	1702	0
2022-07-13	135998	170	1702	0
2022-07-12	135828	387	1702	1
2022-07-11	135441	259	1701	1
2022-07-08	135182	149	1700	0
2022-07-07	135033	184	1700	0
2022-07-06	134849	290	1700	0
2022-07-05	134559	130	1700	1
2022-07-04	134429	187	1699	0
2022-07-01	134242	171	1699	0
2022-06-30	134071	160	1699	1
2022-06-29	133911	171	1698	3
2022-06-28	133740	219	1695	0
2022-06-27	133521	128	1695	0
2022-06-24	133393	130	1695	0
2022-06-23	133263	111	1695	1
2022-06-22	133152	121	1694	0
2022-06-21	133031	128	1694	2
2022-06-20	132903	141	1692	1
2022-06-17	132762	90	1691	0
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2022-06-15	132577	90	1691	0
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2022-06-08	131972	90	1690	0
2022-06-07	131882	127	1690	0
2022-06-03	131755	67	1690	0
2022-06-02	131688	65	1690	0
2022-06-01	131623	60	1690	0
2022-05-31	131563	118	1690	0
2022-05-30	131445	115	1690	0
2022-05-27	131330	4	1690	0
2022-05-25	131326	62	1690	0
2022-05-24	131264	97	1690	0
2022-05-23	131167	80	1690	0
2022-05-20	131087	50	1690	0
2022-05-19	131037	66	1690	0
2022-05-18	130971	86	1690	1
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2022-05-16	130765	110	1689	0
2022-05-14	130655	8	1689	0
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2022-05-11	130453	168	1689	0
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2022-05-06	130017	126	1689	0
2022-05-05	129891	127	1689	1
2022-05-04	129764	181	1688	0
2022-05-03	129583	277	1688	2
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2022-04-30	129137	47	1684	0
2022-04-29	129090	143	1684	0
2022-04-28	128947	149	1684	1
2022-04-27	128798	180	1683	1
2022-04-26	128618	343	1682	0
2022-04-25	128275	324	1682	4
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2022-03-13	98426	22	1573	2
2022-03-12	98404	1167	1571	2
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2022-03-05	90631	811	1546	3
2022-03-04	89820	896	1543	1
2022-03-03	88924	859	1542	4
2022-03-02	88065	1352	1538	0
2022-03-01	86713	1330	1538	2
2022-02-28	85383	622	1536	1
2022-02-27	84761	3	1535	0
2022-02-26	84758	753	1535	3
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2022-02-23	82501	1085	1531	4
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2022-02-21	80385	482	1527	4
2022-02-20	79903	62	1523	0
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2022-02-17	78603	754	1519	2
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2022-02-15	77074	937	1517	0
2022-02-14	76137	590	1517	3
2022-02-13	75547	5	1514	0
2022-02-12	75542	497	1514	0
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2022-01-13	68572	95	1499	2
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2021-12-31	67319	204	1482	2
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2021-12-28	66714	320	1476	5
2021-12-27	66394	144	1471	4
2021-12-25	66250	1	1467	0
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2021-12-23	66057	220	1462	5
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2021-12-21	65519	480	1454	7
2021-12-20	65039	198	1447	6
2021-12-18	64841	232	1441	4
2021-12-17	64609	315	1437	9
2021-12-16	64294	408	1428	2
2021-12-15	63886	482	1426	13
2021-12-14	63404	656	1413	8
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2021-12-10	61985	451	1390	7
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2021-11-26	52578	965	1265	15
2021-11-25	51613	1305	1250	13
2021-11-24	50308	1632	1237	34
2021-11-23	48676	1278	1203	13
2021-11-22	47398	1082	1190	10
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2021-11-05	38163	287	1057	4
2021-11-04	37876	376	1053	6
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2021-11-02	37304	338	1045	9
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2021-10-26	35923	313	1013	1
2021-10-25	35610	53	1012	6
2021-10-23	35557	198	1006	5
2021-10-22	35359	219	1001	4
2021-10-21	35140	163	997	4
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2021-10-13	34214	118	978	5
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2021-10-01	33357	59	960	0
2021-09-30	33298	63	960	0
2021-09-29	33235	66	960	0
2021-09-28	33169	107	960	1
2021-09-27	33062	35	959	2
2021-09-25	33027	59	957	0
2021-09-24	32968	52	957	0
2021-09-23	32916	33	957	0
2021-09-22	32883	47	957	0
2021-09-21	32836	71	957	2
2021-09-20	32765	20	955	0
2021-09-18	32745	61	955	1
2021-09-17	32684	27	954	1
2021-09-16	32657	31	953	1
2021-09-15	32626	36	952	0
2021-09-14	32590	52	952	1
2021-09-13	32538	16	951	0
2021-09-12	32522	4	951	1
2021-09-11	32518	27	950	1
2021-09-10	32491	25	949	1
2021-09-09	32466	30	948	0
2021-09-08	32436	29	948	0
2021-09-07	32407	42	948	0
2021-09-06	32365	15	948	1
2021-09-04	32350	19	947	0
2021-09-03	32331	17	947	0
2021-09-02	32314	14	947	0
2021-09-01	32300	24	947	0
2021-08-31	32276	24	947	0
2021-08-30	32252	5	947	0
2021-08-28	32247	8	947	0
2021-08-27	32239	8	947	0
2021-08-26	32231	7	947	0
2021-08-25	32224	13	947	0
2021-08-24	32211	24	947	0
2021-08-23	32187	6	947	0
2021-08-21	32181	7	947	0
2021-08-20	32174	6	947	0
2021-08-19	32168	4	947	0
2021-08-18	32164	9	947	0
2021-08-17	32155	15	947	0
2021-08-16	32140	4	947	0
2021-08-14	32136	3	947	0
2021-08-13	32133	6	947	0
2021-08-12	32127	9	947	0
2021-08-11	32118	7	947	0
2021-08-10	32111	2	947	0
2021-08-09	32109	4	947	0
2021-08-07	32105	3	947	0
2021-08-06	32102	5	947	0
2021-08-05	32097	3	947	0
2021-08-04	32094	3	947	0
2021-08-03	32091	2	947	0
2021-07-31	32089	3	947	1
2021-07-29	32086	5	946	0
2021-07-28	32081	1	946	0
2021-07-27	32080	8	946	0
2021-07-26	32072	1	946	0
2021-07-23	32071	2	946	0
2021-07-22	32069	3	946	0
2021-07-20	32066	3	946	0
2021-07-19	32063	3	946	0
2021-07-13	32060	2	946	0
2021-07-12	32058	4	946	0
2021-07-10	32054	1	946	0
2021-07-07	32053	1	946	0
2021-07-01	32052	2	946	0
2021-06-28	32050	1	946	0
2021-06-27	32049	2	946	0
2021-06-26	32047	1	946	0
2021-06-25	32046	1	946	0
2021-06-24	32045	2	946	0
2021-06-23	32043	3	946	0
2021-06-22	32040	4	946	0
2021-06-21	32036	6	946	0
2021-06-19	32030	5	946	0
2021-06-18	32025	1	946	0
2021-06-17	32024	7	946	0
2021-06-16	32017	7	946	0
2021-06-15	32010	11	946	0
2021-06-14	31999	1	946	0
2021-06-12	31998	7	946	0
2021-06-11	31991	11	946	1
2021-06-10	31980	15	945	1
2021-06-09	31965	21	944	0
2021-06-08	31944	32	944	0
2021-06-07	31912	5	944	1
2021-06-06	31907	5	943	0
2021-06-05	31902	13	943	0
2021-06-04	31889	23	943	0
2021-06-03	31866	25	943	1
2021-06-02	31841	48	942	2
2021-06-01	31793	49	940	2
2021-05-31	31744	14	938	0
2021-05-30	31730	10	938	0
2021-05-29	31720	29	938	0
2021-05-28	31691	42	938	0
2021-05-27	31649	95	938	0
2021-05-26	31554	73	938	2
2021-05-25	31481	35	936	1
2021-05-23	31446	10	935	0
2021-05-22	31436	61	935	3
2021-05-21	31375	49	932	2
2021-05-20	31326	89	930	0
2021-05-19	31237	128	930	1
2021-05-18	31109	166	929	4
2021-05-17	30943	44	925	0
2021-05-16	30899	88	925	3
2021-05-15	30811	55	922	3
2021-05-14	30756	64	919	3
2021-05-13	30692	147	916	3
2021-05-12	30545	181	913	9
2021-05-11	30364	235	904	2
2021-05-10	30129	43	902	0
2021-05-09	30086	52	902	0
2021-05-08	30034	113	902	1
2021-05-07	29921	139	901	0
2021-05-06	29782	167	901	1
2021-05-05	29615	189	900	4
2021-05-04	29426	265	896	6
2021-05-03	29161	56	890	7
2021-05-02	29105	79	883	4
2021-05-01	29026	155	879	1
2021-04-30	28871	177	878	2
2021-04-29	28694	197	876	3
2021-04-28	28497	206	873	3
2021-04-27	28291	308	870	3
2021-04-26	27983	79	867	3
2021-04-25	27904	85	864	3
2021-04-24	27819	168	861	1
2021-04-23	27651	215	860	2
2021-04-22	27436	271	858	5
2021-04-21	27165	294	853	3
2021-04-20	26871	270	850	6
2021-04-19	26601	51	844	2
2021-04-18	26550	101	842	2
2021-04-17	26449	112	840	2
2021-04-16	26337	162	838	2
2021-04-15	26175	187	836	7
2021-04-14	25988	299	829	3
2021-04-13	25689	209	826	5
2021-04-12	25480	87	821	1
2021-04-11	25393	135	820	5
2021-04-10	25258	145	815	0
2021-04-09	25113	206	815	6
2021-04-08	24907	288	809	5
2021-04-07	24619	167	804	4
2021-04-06	24452	82	800	4
2021-04-05	24370	72	796	3
2021-04-04	24298	106	793	3
2021-04-03	24192	75	790	4
2021-04-02	24117	137	786	4
2021-04-01	23980	201	782	3
2021-03-31	23779	177	779	2
2021-03-30	23602	192	777	1
2021-03-29	23410	91	776	3
2021-03-28	23319	58	773	1
2021-03-27	23261	127	772	1
2021-03-26	23134	135	771	2
2021-03-25	22999	179	769	3
2021-03-24	22820	181	766	7
2021-03-23	22639	184	759	2
2021-03-22	22455	61	757	0
2021-03-21	22394	64	757	4
2021-03-20	22330	62	753	0
2021-03-19	22268	137	753	5
2021-03-18	22131	158	748	3
2021-03-17	21973	138	745	1
2021-03-16	21835	129	744	1
2021-03-15	21706	63	743	2
2021-03-14	21643	24	741	0
2021-03-13	21619	57	741	2
2021-03-12	21562	71	739	2
2021-03-11	21491	123	737	0
2021-03-10	21368	97	737	3
2021-03-09	21271	114	734	1
2021-03-08	21157	35	733	4
2021-03-07	21122	16	729	0
2021-03-06	21106	57	729	1
2021-03-05	21049	31	728	1
2021-03-04	21018	70	727	1
2021-03-03	20948	66	726	0
2021-03-02	20882	108	726	1
2021-03-01	20774	20	725	1
2021-02-28	20754	9	724	0
2021-02-27	20745	53	724	0
2021-02-26	20692	41	724	1
2021-02-25	20651	66	723	2
2021-02-24	20585	51	721	1
2021-02-23	20534	78	720	2
2021-02-22	20456	13	718	0
2021-02-21	20443	14	718	3
2021-02-20	20429	36	715	1
2021-02-19	20393	50	714	4
2021-02-18	20343	29	710	0
2021-02-17	20314	65	710	3
2021-02-16	20249	62	707	0
2021-02-15	20187	31	707	2
2021-02-14	20156	13	705	1
2021-02-13	20143	27	704	2
2021-02-12	20116	15	702	0
2021-02-11	20101	35	702	2
2021-02-10	20066	44	700	1
2021-02-09	20022	45	699	1
2021-02-08	19977	25	698	4
2021-02-07	19952	20	694	0
2021-02-06	19932	29	694	1
2021-02-05	19903	34	693	0
2021-02-04	19869	56	693	1
2021-02-03	19813	36	692	1
2021-02-02	19777	60	691	0
2021-02-01	19717	23	691	1
2021-01-31	19694	22	690	2
2021-01-30	19672	28	688	2
2021-01-29	19644	46	686	2
2021-01-28	19598	28	684	0
2021-01-27	19570	82	684	3
2021-01-26	19488	81	681	3
2021-01-25	19407	20	678	0
2021-01-24	19387	33	678	2
2021-01-23	19354	82	676	4
2021-01-22	19272	69	672	3
2021-01-21	19203	105	669	2
2021-01-20	19098	115	667	2
2021-01-19	18983	93	665	7
2021-01-18	18890	44	658	2
2021-01-17	18846	29	656	0
2021-01-16	18817	71	656	9
2021-01-15	18746	79	647	1
2021-01-14	18667	127	646	4
2021-01-13	18540	160	642	4
2021-01-12	18380	210	638	10
2021-01-11	18170	78	628	0
2021-01-10	18092	36	628	2
2021-01-09	18056	138	626	7
2021-01-08	17918	246	619	6
2021-01-07	17672	210	613	14
2021-01-06	17462	288	599	7
2021-01-05	17174	363	592	8
2021-01-04	16811	68	584	3
2021-01-03	16743	58	581	3
2021-01-02	16685	67	578	10
2021-01-01	16618	112	568	9
2020-12-31	16506	260	559	5
2020-12-30	16246	385	554	16
2020-12-29	15861	278	538	10
2020-12-28	15583	57	528	3
2020-12-27	15526	72	525	7
2020-12-26	15454	52	518	4
2020-12-25	15402	99	514	3
2020-12-24	15303	284	511	12
2020-12-23	15019	391	499	15
2020-12-22	14628	301	484	12
2020-12-21	14327	160	472	7
2020-12-20	14167	286	465	12
2020-12-19	13881	312	453	6
2020-12-18	13569	267	447	3
2020-12-17	13302	310	444	8
2020-12-16	12992	370	436	8
2020-12-15	12622	273	428	7
2020-12-14	12349	155	421	7
2020-12-13	12194	190	414	5
2020-12-12	12004	362	409	12
2020-12-11	11642	291	397	8
2020-12-10	11351	436	389	7
2020-12-09	10915	435	382	19
2020-12-08	10480	180	363	10
2020-12-07	10300	253	353	3
2020-12-06	10047	167	350	6
2020-12-05	9880	163	344	6
2020-12-04	9717	232	338	3
2020-12-03	9485	291	335	9
2020-12-02	9194	299	326	10
2020-12-01	8895	214	316	8
2020-11-30	8681	145	308	11
2020-11-29	8536	189	297	2
2020-11-28	8347	191	295	7
2020-11-27	8156	255	288	7
2020-11-26	7901	308	281	16
2020-11-25	7593	258	265	12
2020-11-24	7335	165	253	6
2020-11-23	7170	145	247	7
2020-11-22	7025	145	240	7
2020-11-21	6880	156	233	8
2020-11-20	6724	188	225	8
2020-11-19	6536	217	217	9
2020-11-18	6319	232	208	2
2020-11-17	6087	135	206	4
2020-11-16	5952	76	202	1
2020-11-15	5876	80	201	1
2020-11-14	5796	177	200	3
2020-11-13	5619	196	197	10
2020-11-12	5423	130	187	10
2020-11-11	5293	179	177	12
2020-11-10	5114	200	165	4
2020-11-09	4914	98	161	4
2020-11-08	4816	103	157	2
2020-11-07	4713	139	155	0
2020-11-06	4574	173	155	3
2020-11-05	4401	212	152	3
2020-11-04	4189	295	149	5
2020-11-03	3894	106	144	6
2020-11-02	3788	227	138	6
2020-11-01	3561	86	132	2
2020-10-31	3475	128	130	3
2020-10-30	3347	128	127	4
2020-10-29	3219	201	123	3
2020-10-28	3018	270	120	2
2020-10-27	2748	93	118	5
2020-10-26	2655	118	113	7
2020-10-25	2537	80	106	3
2020-10-24	2457	114	103	3
2020-10-23	2343	160	100	4
2020-10-22	2183	172	96	5
2020-10-21	2011	75	91	3
2020-10-20	1936	136	88	6
2020-10-19	1800	46	82	3
2020-10-18	1754	44	79	1
2020-10-17	1710	142	78	4
2020-10-16	1568	52	74	2
2020-10-15	1516	94	72	2
2020-10-14	1422	101	70	1
2020-10-13	1321	88	69	6
2020-10-12	1233	34	63	3
2020-10-11	1199	12	60	2
2020-10-10	1187	38	58	0
2020-10-09	1149	38	58	3
2020-10-08	1111	61	55	0
2020-10-07	1050	52	55	0
2020-10-06	998	33	55	0
2020-10-05	965	15	55	1
2020-10-04	950	2	54	0
2020-10-03	948	29	54	0
2020-10-02	919	20	54	0
2020-10-01	899	22	54	4
2020-09-30	877	21	50	0
2020-09-29	856	7	50	0
2020-09-28	849	3	50	0
2020-09-27	846	2	50	0
2020-09-26	844	16	50	1
2020-09-25	828	9	49	0
2020-09-24	819	22	49	0
2020-09-23	797	25	49	0
2020-09-22	772	21	49	0
2020-09-21	751	13	49	1
2020-09-20	738	10	48	0
2020-09-19	728	14	48	2
2020-09-18	714	8	46	0
2020-09-17	706	15	46	1
2020-09-16	691	9	45	0
2020-09-15	682	16	45	1
2020-09-14	666	1	44	0
2020-09-13	665	2	44	0
2020-09-12	663	21	44	0
2020-09-11	642	16	44	1
2020-09-10	626	5	43	0
2020-09-09	621	6	43	0
2020-09-08	615	7	43	0
2020-09-07	608	1	43	0
2020-09-05	607	3	43	0
2020-09-04	604	3	43	0
2020-09-02	601	1	43	0
2020-09-01	600	1	43	0
2020-08-31	599	3	43	0
2020-08-28	596	1	43	0
2020-08-26	595	1	43	0
2020-08-25	594	2	43	0
2020-08-24	592	7	43	0
2020-08-22	585	1	43	0
2020-08-21	584	2	43	0
2020-08-20	582	1	43	0
2020-08-14	581	2	43	0
2020-08-12	579	2	43	0
2020-08-11	577	2	43	0
2020-08-10	575	7	43	0
2020-08-09	568	2	43	0
2020-08-06	566	1	43	0
2020-08-04	565	2	43	0
2020-08-03	563	2	43	0
2020-07-20	561	1	43	0
2020-07-11	560	1	43	0
2020-07-08	559	2	43	0
2020-06-17	557	3	43	0
2020-06-08	554	1	43	0
2020-06-04	553	1	43	0
2020-05-26	552	1	43	0
2020-05-24	551	2	43	0
2020-05-22	549	1	43	0
2020-05-15	548	2	43	0
2020-05-14	546	1	43	0
2020-05-13	545	1	43	0
2020-05-12	544	2	43	0
2020-05-11	542	1	43	0
2020-05-09	541	1	43	0
2020-05-08	540	2	43	0
2020-05-07	538	1	43	0
2020-05-06	537	5	43	0
2020-05-05	532	6	43	0
2020-05-03	526	1	43	0
2020-05-02	525	5	43	0
2020-05-01	520	1	43	0
2020-04-30	519	3	43	0
2020-04-29	516	4	43	0
2020-04-27	512	1	43	0
2020-04-26	511	9	43	0
2020-04-25	502	2	43	0
2020-04-24	500	9	43	0
2020-04-23	491	7	43	0
2020-04-22	484	8	43	0
2020-04-21	476	4	43	0
2020-04-20	472	2	43	0
2020-04-19	470	3	43	0
2020-04-18	467	15	43	0
2020-04-17	452	2	43	0
2020-04-16	450	12	43	2
2020-04-15	438	6	41	0
2020-04-14	432	6	41	1
2020-04-13	426	6	40	1
2020-04-12	420	9	39	0
2020-04-11	411	10	39	2
2020-04-10	401	36	37	4
2020-04-09	365	9	33	1
2020-04-08	356	26	32	1
2020-04-07	330	6	31	0
2020-04-06	324	20	31	3
2020-04-05	304	12	28	2
2020-04-04	292	13	26	1
2020-04-03	279	11	25	1
2020-04-02	268	83	24	9
2020-04-01	185	23	15	0
2020-03-31	162	40	15	4
2020-03-30	122	14	11	4
2020-03-29	108	5	7	0
2020-03-28	103	5	7	1
2020-03-27	98	15	6	1
2020-03-26	83	12	5	1
2020-03-25	71	9	4	1
2020-03-24	62	4	3	2
2020-03-23	58	5	1	0
2020-03-22	53	4	1	0
2020-03-21	49	12	1	1
2020-03-20	37	5	0	0
2020-03-19	32	10	0	0
2020-03-18	22	9	0	0
2020-03-17	13	4	0	0
2020-03-16	9	2	0	0
2020-03-15	7	5	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: 0:03:29.203108