Germany: LK Mittelsachsen (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 15:27:23 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Mittelsachsen")
print(f'Population of country="Germany", subregion="LK Mittelsachsen": {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 Mittelsachsen": 299329 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-03	140975	16	1069	0
2023-03-02	140959	13	1069	0
2023-03-01	140946	20	1069	0
2023-02-28	140926	36	1069	0
2023-02-27	140890	34	1069	0
2023-02-24	140856	24	1069	0
2023-02-23	140832	17	1069	0
2023-02-22	140815	31	1069	0
2023-02-21	140784	25	1069	0
2023-02-20	140759	41	1069	0
2023-02-19	140718	2	1069	0
2023-02-17	140716	5	1069	0
2023-02-16	140711	19	1069	0
2023-02-15	140692	23	1069	0
2023-02-14	140669	28	1069	0
2023-02-13	140641	23	1069	0
2023-02-10	140618	14	1069	0
2023-02-09	140604	15	1069	0
2023-02-08	140589	18	1069	1
2023-02-07	140571	23	1068	0
2023-02-06	140548	21	1068	0
2023-02-03	140527	16	1068	0
2023-02-02	140511	11	1068	0
2023-02-01	140500	13	1068	0
2023-01-31	140487	25	1068	0
2023-01-30	140462	20	1068	0
2023-01-27	140442	11	1068	0
2023-01-26	140431	22	1068	0
2023-01-25	140409	15	1068	0
2023-01-24	140394	21	1068	0
2023-01-23	140373	6	1068	0
2023-01-20	140367	6	1068	0
2023-01-19	140361	11	1068	0
2023-01-18	140350	12	1068	0
2023-01-17	140338	23	1068	0
2023-01-16	140315	22	1068	0
2023-01-13	140293	13	1068	0
2023-01-12	140280	16	1068	1
2023-01-11	140264	24	1067	0
2023-01-10	140240	28	1067	0
2023-01-09	140212	55	1067	0
2023-01-06	140157	31	1067	0
2023-01-05	140126	48	1067	0
2023-01-04	140078	84	1067	2
2023-01-03	139994	19	1065	0
2023-01-02	139975	62	1065	1
2022-12-30	139913	35	1064	2
2022-12-29	139878	50	1062	0
2022-12-28	139828	60	1062	1
2022-12-27	139768	94	1061	0
2022-12-25	139674	1	1061	0
2022-12-24	139673	2	1061	0
2022-12-23	139671	44	1061	0
2022-12-22	139627	70	1061	0
2022-12-21	139557	92	1061	0
2022-12-20	139465	213	1061	1
2022-12-17	139252	1	1060	0
2022-12-16	139251	76	1060	0
2022-12-15	139175	72	1060	1
2022-12-14	139103	93	1059	2
2022-12-13	139010	106	1057	0
2022-12-12	138904	121	1057	1
2022-12-09	138783	58	1056	0
2022-12-08	138725	88	1056	0
2022-12-07	138637	129	1056	0
2022-12-06	138508	86	1056	0
2022-12-05	138422	106	1056	1
2022-12-02	138316	69	1055	1
2022-12-01	138247	74	1054	0
2022-11-30	138173	87	1054	0
2022-11-29	138086	143	1054	0
2022-11-28	137943	109	1054	0
2022-11-25	137834	75	1054	0
2022-11-24	137759	64	1054	0
2022-11-23	137695	65	1054	0
2022-11-22	137630	90	1054	0
2022-11-21	137540	99	1054	0
2022-11-18	137441	61	1054	0
2022-11-17	137380	104	1054	0
2022-11-15	137276	60	1054	0
2022-11-14	137216	81	1054	0
2022-11-11	137135	61	1054	0
2022-11-10	137074	70	1054	0
2022-11-09	137004	86	1054	0
2022-11-08	136918	128	1054	0
2022-11-07	136790	98	1054	1
2022-11-04	136692	61	1053	0
2022-11-03	136631	139	1053	0
2022-11-02	136492	216	1053	1
2022-11-01	136276	184	1052	0
2022-10-28	136092	110	1052	0
2022-10-27	135982	144	1052	0
2022-10-26	135838	190	1052	0
2022-10-25	135648	305	1052	1
2022-10-24	135343	224	1051	1
2022-10-21	135119	198	1050	0
2022-10-20	134921	235	1050	0
2022-10-19	134686	376	1050	0
2022-10-18	134310	350	1050	0
2022-10-17	133960	408	1050	1
2022-10-14	133552	242	1049	0
2022-10-13	133310	318	1049	1
2022-10-12	132992	435	1048	1
2022-10-11	132557	476	1047	1
2022-10-10	132081	567	1046	0
2022-10-07	131514	324	1046	0
2022-10-06	131190	534	1046	1
2022-10-05	130656	499	1045	0
2022-10-04	130157	358	1045	1
2022-10-03	129799	1	1044	0
2022-09-30	129798	271	1044	0
2022-09-29	129527	231	1044	0
2022-09-28	129296	332	1044	0
2022-09-27	128964	475	1044	0
2022-09-26	128489	304	1044	0
2022-09-23	128185	207	1044	0
2022-09-22	127978	201	1044	0
2022-09-21	127777	194	1044	0
2022-09-20	127583	296	1044	0
2022-09-19	127287	206	1044	0
2022-09-16	127081	122	1044	0
2022-09-15	126959	282	1044	0
2022-09-14	126677	30	1044	0
2022-09-13	126647	244	1044	0
2022-09-12	126403	175	1044	1
2022-09-11	126228	1	1043	0
2022-09-09	126227	79	1043	0
2022-09-08	126148	117	1043	0
2022-09-07	126031	115	1043	0
2022-09-06	125916	169	1043	1
2022-09-05	125747	130	1042	0
2022-09-02	125617	89	1042	0
2022-09-01	125528	77	1042	0
2022-08-31	125451	109	1042	0
2022-08-30	125342	199	1042	1
2022-08-29	125143	135	1041	0
2022-08-26	125008	93	1041	0
2022-08-25	124915	118	1041	0
2022-08-24	124797	60	1041	0
2022-08-23	124737	199	1041	0
2022-08-22	124538	176	1041	2
2022-08-19	124362	100	1039	0
2022-08-18	124262	122	1039	0
2022-08-17	124140	152	1039	1
2022-08-16	123988	270	1038	0
2022-08-15	123718	170	1038	0
2022-08-12	123548	108	1038	1
2022-08-11	123440	128	1037	0
2022-08-10	123312	131	1037	0
2022-08-09	123181	252	1037	1
2022-08-08	122929	235	1036	0
2022-08-05	122694	131	1036	0
2022-08-04	122563	116	1036	0
2022-08-03	122447	208	1036	0
2022-08-02	122239	324	1036	0
2022-08-01	121915	272	1036	0
2022-07-29	121643	129	1036	1
2022-07-28	121514	205	1035	0
2022-07-27	121309	605	1035	1
2022-07-26	120704	84	1034	0
2022-07-25	120620	320	1034	1
2022-07-22	120300	293	1033	1
2022-07-21	120007	264	1032	0
2022-07-20	119743	411	1032	0
2022-07-19	119332	310	1032	0
2022-07-18	119022	367	1032	0
2022-07-15	118655	285	1032	0
2022-07-14	118370	206	1032	0
2022-07-13	118164	331	1032	1
2022-07-12	117833	403	1031	0
2022-07-11	117430	48	1031	0
2022-07-10	117382	68	1031	0
2022-07-09	117314	95	1031	0
2022-07-08	117219	189	1031	0
2022-07-07	117030	232	1031	0
2022-07-06	116798	211	1031	0
2022-07-05	116587	342	1031	0
2022-07-04	116245	257	1031	0
2022-07-01	115988	150	1031	0
2022-06-30	115838	217	1031	0
2022-06-29	115621	158	1031	0
2022-06-28	115463	265	1031	0
2022-06-27	115198	28	1031	0
2022-06-26	115170	88	1031	0
2022-06-25	115082	50	1031	0
2022-06-24	115032	144	1031	0
2022-06-23	114888	151	1031	0
2022-06-22	114737	131	1031	1
2022-06-21	114606	199	1030	1
2022-06-20	114407	19	1029	0
2022-06-19	114388	76	1029	0
2022-06-18	114312	54	1029	0
2022-06-17	114258	69	1029	0
2022-06-16	114189	117	1029	0
2022-06-15	114072	92	1029	0
2022-06-14	113980	155	1029	0
2022-06-13	113825	27	1029	0
2022-06-12	113798	42	1029	0
2022-06-11	113756	48	1029	0
2022-06-10	113708	66	1029	0
2022-06-09	113642	72	1029	0
2022-06-08	113570	138	1029	0
2022-06-07	113432	24	1029	0
2022-06-06	113408	31	1029	0
2022-06-04	113377	36	1029	0
2022-06-03	113341	56	1029	0
2022-06-02	113285	63	1029	0
2022-06-01	113222	60	1029	0
2022-05-31	113162	114	1029	0
2022-05-30	113048	12	1029	0
2022-05-29	113036	59	1029	0
2022-05-26	112977	37	1029	0
2022-05-25	112940	52	1029	0
2022-05-24	112888	92	1029	0
2022-05-23	112796	19	1029	0
2022-05-22	112777	55	1029	0
2022-05-20	112722	46	1029	0
2022-05-19	112676	84	1029	0
2022-05-18	112592	93	1029	0
2022-05-17	112499	136	1029	1
2022-05-16	112363	31	1028	0
2022-05-15	112332	70	1028	0
2022-05-13	112262	99	1028	0
2022-05-12	112163	114	1028	0
2022-05-11	112049	170	1028	0
2022-05-10	111879	149	1028	0
2022-05-09	111730	96	1028	0
2022-05-07	111634	96	1028	1
2022-05-06	111538	131	1027	0
2022-05-05	111407	183	1027	1
2022-05-04	111224	186	1026	0
2022-05-03	111038	275	1026	0
2022-05-02	110763	134	1026	0
2022-05-01	110629	91	1026	0
2022-04-29	110538	187	1026	0
2022-04-28	110351	219	1026	0
2022-04-27	110132	264	1026	0
2022-04-26	109868	421	1026	0
2022-04-25	109447	315	1026	0
2022-04-23	109132	102	1026	0
2022-04-22	109030	254	1026	0
2022-04-21	108776	466	1026	0
2022-04-20	108310	564	1026	0
2022-04-19	107746	336	1026	0
2022-04-18	107410	107	1026	0
2022-04-17	107303	117	1026	2
2022-04-16	107186	122	1024	0
2022-04-15	107064	96	1024	0
2022-04-14	106968	383	1024	1
2022-04-13	106585	530	1023	0
2022-04-12	106055	635	1023	1
2022-04-11	105420	608	1022	1
2022-04-08	104812	327	1021	0
2022-04-07	104485	983	1021	1
2022-04-06	103502	894	1020	1
2022-04-05	102608	1044	1019	0
2022-04-04	101564	1045	1019	2
2022-04-03	100519	1	1017	0
2022-04-02	100518	23	1017	0
2022-04-01	100495	780	1017	2
2022-03-31	99715	1181	1015	3
2022-03-30	98534	1119	1012	1
2022-03-29	97415	904	1011	2
2022-03-28	96511	915	1009	1
2022-03-27	95596	8	1008	0
2022-03-26	95588	15	1008	0
2022-03-25	95573	1055	1008	1
2022-03-24	94518	1292	1007	1
2022-03-23	93226	990	1006	0
2022-03-22	92236	1031	1006	0
2022-03-21	91205	1090	1006	2
2022-03-20	90115	137	1004	0
2022-03-19	89978	805	1004	0
2022-03-18	89173	1166	1004	0
2022-03-17	88007	1313	1004	2
2022-03-16	86694	1283	1002	1
2022-03-15	85411	1003	1001	3
2022-03-14	84408	948	998	3
2022-03-13	83460	249	995	0
2022-03-12	83211	704	995	1
2022-03-11	82507	978	994	1
2022-03-10	81529	687	993	0
2022-03-09	80842	1331	993	4
2022-03-08	79511	993	989	1
2022-03-07	78518	392	988	0
2022-03-06	78126	253	988	0
2022-03-05	77873	392	988	0
2022-03-04	77481	649	988	1
2022-03-03	76832	714	987	0
2022-03-02	76118	985	987	1
2022-03-01	75133	907	986	0
2022-02-28	74226	349	986	1
2022-02-27	73877	98	985	0
2022-02-26	73779	411	985	2
2022-02-25	73368	531	983	2
2022-02-24	72837	821	981	0
2022-02-23	72016	1069	981	0
2022-02-22	70947	516	981	0
2022-02-21	70431	325	981	2
2022-02-20	70106	124	979	0
2022-02-19	69982	487	979	0
2022-02-18	69495	773	979	0
2022-02-17	68722	579	979	0
2022-02-16	68143	744	979	2
2022-02-15	67399	701	977	0
2022-02-14	66698	474	977	1
2022-02-13	66224	210	976	0
2022-02-12	66014	499	976	0
2022-02-11	65515	630	976	0
2022-02-10	64885	630	976	0
2022-02-09	64255	781	976	0
2022-02-08	63474	667	976	0
2022-02-07	62807	170	976	0
2022-02-06	62637	117	976	0
2022-02-05	62520	497	976	1
2022-02-04	62023	385	975	0
2022-02-03	61638	540	975	0
2022-02-02	61098	610	975	0
2022-02-01	60488	616	975	1
2022-01-31	59872	197	974	0
2022-01-30	59675	100	974	0
2022-01-29	59575	238	974	0
2022-01-28	59337	221	974	0
2022-01-27	59116	281	974	0
2022-01-26	58835	287	974	0
2022-01-25	58548	337	974	1
2022-01-24	58211	102	973	0
2022-01-23	58109	124	973	0
2022-01-22	57985	66	973	0
2022-01-21	57919	134	973	1
2022-01-20	57785	158	972	0
2022-01-19	57627	165	972	2
2022-01-18	57462	195	970	0
2022-01-17	57267	32	970	0
2022-01-16	57235	46	970	0
2022-01-15	57189	73	970	0
2022-01-14	57116	112	970	0
2022-01-13	57004	120	970	0
2022-01-12	56884	128	970	1
2022-01-11	56756	160	969	2
2022-01-10	56596	30	967	0
2022-01-09	56566	31	967	0
2022-01-08	56535	104	967	1
2022-01-07	56431	72	966	0
2022-01-06	56359	119	966	0
2022-01-05	56240	191	966	1
2022-01-04	56049	278	965	1
2022-01-03	55771	77	964	0
2022-01-02	55694	66	964	0
2021-12-31	55628	178	964	2
2021-12-30	55450	182	962	2
2021-12-29	55268	246	960	1
2021-12-28	55022	332	959	1
2021-12-27	54690	48	958	1
2021-12-26	54642	95	957	1
2021-12-24	54547	237	956	2
2021-12-23	54310	217	954	4
2021-12-22	54093	367	950	3
2021-12-21	53726	576	947	6
2021-12-20	53150	53	941	1
2021-12-19	53097	110	940	1
2021-12-18	52987	363	939	2
2021-12-17	52624	402	937	3
2021-12-16	52222	424	934	2
2021-12-15	51798	671	932	4
2021-12-14	51127	701	928	3
2021-12-13	50426	73	925	0
2021-12-12	50353	249	925	2
2021-12-11	50104	471	923	7
2021-12-10	49633	471	916	2
2021-12-09	49162	700	914	4
2021-12-08	48462	755	910	4
2021-12-07	47707	954	906	12
2021-12-06	46753	1065	894	10
2021-12-05	45688	746	884	6
2021-12-04	44942	328	878	5
2021-12-03	44614	655	873	10
2021-12-02	43959	719	863	9
2021-12-01	43240	1619	854	18
2021-11-30	41621	1612	836	9
2021-11-29	40009	1489	827	18
2021-11-28	38520	642	809	2
2021-11-27	37878	470	807	1
2021-11-26	37408	459	806	3
2021-11-25	36949	367	803	1
2021-11-24	36582	309	802	0
2021-11-23	36273	558	802	5
2021-11-22	35715	531	797	2
2021-11-21	35184	451	795	0
2021-11-20	34733	403	795	3
2021-11-19	34330	667	792	4
2021-11-18	33663	438	788	4
2021-11-17	33225	335	784	0
2021-11-16	32890	516	784	3
2021-11-15	32374	364	781	4
2021-11-14	32010	275	777	5
2021-11-13	31735	249	772	1
2021-11-12	31486	272	771	1
2021-11-11	31214	342	770	1
2021-11-10	30872	307	769	1
2021-11-09	30565	309	768	1
2021-11-08	30256	254	767	3
2021-11-07	30002	180	764	0
2021-11-06	29822	259	764	2
2021-11-05	29563	223	762	4
2021-11-04	29340	212	758	2
2021-11-03	29128	342	756	3
2021-11-02	28786	256	753	6
2021-11-01	28530	107	747	2
2021-10-31	28423	207	745	5
2021-10-30	28216	122	740	2
2021-10-29	28094	114	738	2
2021-10-28	27980	187	736	3
2021-10-27	27793	318	733	3
2021-10-26	27475	133	730	1
2021-10-25	27342	20	729	2
2021-10-24	27322	141	727	0
2021-10-23	27181	146	727	2
2021-10-22	27035	91	725	2
2021-10-21	26944	150	723	2
2021-10-20	26794	138	721	0
2021-10-19	26656	174	721	1
2021-10-18	26482	9	720	0
2021-10-17	26473	11	720	1
2021-10-16	26462	144	719	0
2021-10-15	26318	100	719	1
2021-10-14	26218	103	718	0
2021-10-13	26115	80	718	0
2021-10-12	26035	191	718	0
2021-10-11	25844	15	718	2
2021-10-10	25829	16	716	1
2021-10-09	25813	99	715	0
2021-10-08	25714	74	715	1
2021-10-07	25640	79	714	0
2021-10-06	25561	144	714	0
2021-10-05	25417	127	714	0
2021-10-04	25290	12	714	0
2021-10-03	25278	15	714	0
2021-10-02	25263	65	714	0
2021-10-01	25198	49	714	0
2021-09-30	25149	69	714	0
2021-09-29	25080	61	714	0
2021-09-28	25019	92	714	0
2021-09-27	24927	3	714	0
2021-09-26	24924	4	714	0
2021-09-25	24920	19	714	0
2021-09-24	24901	36	714	0
2021-09-23	24865	21	714	0
2021-09-22	24844	16	714	0
2021-09-21	24828	32	714	0
2021-09-20	24796	3	714	0
2021-09-19	24793	1	714	0
2021-09-18	24792	17	714	1
2021-09-17	24775	21	713	0
2021-09-16	24754	7	713	0
2021-09-15	24747	21	713	0
2021-09-14	24726	28	713	0
2021-09-13	24698	6	713	0
2021-09-12	24692	3	713	1
2021-09-11	24689	27	712	0
2021-09-10	24662	14	712	0
2021-09-09	24648	26	712	1
2021-09-08	24622	35	711	1
2021-09-07	24587	35	710	0
2021-09-06	24552	5	710	0
2021-09-05	24547	2	710	0
2021-09-04	24545	15	710	0
2021-09-03	24530	16	710	0
2021-09-02	24514	17	710	0
2021-09-01	24497	15	710	0
2021-08-31	24482	19	710	1
2021-08-28	24463	7	709	0
2021-08-27	24456	7	709	0
2021-08-26	24449	2	709	0
2021-08-25	24447	10	709	0
2021-08-24	24437	10	709	0
2021-08-23	24427	3	709	0
2021-08-21	24424	8	709	0
2021-08-20	24416	6	709	0
2021-08-19	24410	7	709	0
2021-08-18	24403	7	709	0
2021-08-17	24396	4	709	0
2021-08-16	24392	2	709	0
2021-08-15	24390	2	709	0
2021-08-14	24388	4	709	0
2021-08-13	24384	5	709	0
2021-08-12	24379	15	709	0
2021-08-11	24364	6	709	0
2021-08-10	24358	3	709	0
2021-08-09	24355	1	709	0
2021-08-08	24354	4	709	0
2021-08-07	24350	5	709	0
2021-08-06	24345	4	709	0
2021-08-05	24341	4	709	0
2021-08-04	24337	2	709	0
2021-08-03	24335	5	709	0
2021-08-02	24330	3	709	0
2021-07-30	24327	5	709	1
2021-07-29	24322	2	708	0
2021-07-28	24320	4	708	0
2021-07-27	24316	6	708	0
2021-07-25	24310	1	708	0
2021-07-24	24309	4	708	0
2021-07-23	24305	2	708	0
2021-07-21	24303	2	708	0
2021-07-17	24301	1	708	0
2021-07-16	24300	2	708	0
2021-07-01	24298	1	708	0
2021-06-29	24297	1	708	0
2021-06-27	24296	2	708	0
2021-06-26	24294	1	708	0
2021-06-24	24293	1	708	1
2021-06-23	24292	1	707	0
2021-06-22	24291	1	707	0
2021-06-18	24290	5	707	0
2021-06-17	24285	3	707	0
2021-06-16	24282	3	707	0
2021-06-15	24279	2	707	0
2021-06-14	24277	1	707	0
2021-06-13	24276	5	707	0
2021-06-12	24271	1	707	0
2021-06-11	24270	10	707	0
2021-06-10	24260	17	707	0
2021-06-09	24243	12	707	0
2021-06-08	24231	18	707	0
2021-06-07	24213	11	707	0
2021-06-05	24202	22	707	0
2021-06-04	24180	14	707	1
2021-06-03	24166	24	706	0
2021-06-02	24142	21	706	0
2021-06-01	24121	44	706	0
2021-05-31	24077	20	706	1
2021-05-29	24057	24	705	0
2021-05-28	24033	25	705	0
2021-05-27	24008	60	705	3
2021-05-26	23948	47	702	1
2021-05-25	23901	6	701	1
2021-05-23	23895	7	700	0
2021-05-22	23888	35	700	1
2021-05-21	23853	37	699	0
2021-05-20	23816	45	699	1
2021-05-19	23771	70	698	1
2021-05-18	23701	133	697	2
2021-05-17	23568	25	695	0
2021-05-16	23543	19	695	0
2021-05-15	23524	49	695	1
2021-05-14	23475	30	694	1
2021-05-13	23445	75	693	2
2021-05-12	23370	154	691	3
2021-05-11	23216	226	688	2
2021-05-10	22990	25	686	0
2021-05-09	22965	87	686	0
2021-05-08	22878	149	686	2
2021-05-07	22729	100	684	3
2021-05-06	22629	131	681	0
2021-05-05	22498	229	681	9
2021-05-04	22269	159	672	0
2021-05-03	22110	29	672	2
2021-05-02	22081	76	670	0
2021-05-01	22005	162	670	2
2021-04-30	21843	170	668	3
2021-04-29	21673	154	665	2
2021-04-28	21519	223	663	4
2021-04-27	21296	249	659	2
2021-04-26	21047	146	657	2
2021-04-25	20901	81	655	1
2021-04-24	20820	24	654	1
2021-04-23	20796	159	653	7
2021-04-22	20637	195	646	3
2021-04-21	20442	240	643	3
2021-04-20	20202	237	640	2
2021-04-19	19965	50	638	1
2021-04-18	19915	91	637	0
2021-04-17	19824	97	637	2
2021-04-16	19727	159	635	2
2021-04-15	19568	277	633	0
2021-04-14	19291	194	633	2
2021-04-13	19097	152	631	2
2021-04-12	18945	46	629	0
2021-04-11	18899	76	629	2
2021-04-10	18823	167	627	2
2021-04-09	18656	141	625	1
2021-04-08	18515	237	624	2
2021-04-07	18278	211	622	3
2021-04-06	18067	46	619	3
2021-04-05	18021	25	616	3
2021-04-04	17996	43	613	0
2021-04-03	17953	41	613	1
2021-04-02	17912	101	612	0
2021-04-01	17811	166	612	1
2021-03-31	17645	168	611	1
2021-03-30	17477	137	610	2
2021-03-29	17340	62	608	2
2021-03-28	17278	50	606	0
2021-03-27	17228	86	606	3
2021-03-26	17142	115	603	2
2021-03-25	17027	125	601	2
2021-03-24	16902	122	599	1
2021-03-23	16780	140	598	0
2021-03-22	16640	54	598	1
2021-03-21	16586	22	597	0
2021-03-20	16564	92	597	2
2021-03-19	16472	79	595	2
2021-03-18	16393	103	593	1
2021-03-17	16290	98	592	0
2021-03-16	16192	99	592	1
2021-03-15	16093	23	591	0
2021-03-14	16070	11	591	0
2021-03-13	16059	40	591	1
2021-03-12	16019	67	590	1
2021-03-11	15952	60	589	1
2021-03-10	15892	80	588	1
2021-03-09	15812	84	587	0
2021-03-08	15728	15	587	0
2021-03-07	15713	13	587	1
2021-03-06	15700	32	586	0
2021-03-05	15668	38	586	1
2021-03-04	15630	33	585	0
2021-03-03	15597	41	585	1
2021-03-02	15556	69	584	0
2021-03-01	15487	20	584	0
2021-02-28	15467	7	584	0
2021-02-27	15460	39	584	1
2021-02-26	15421	31	583	1
2021-02-25	15390	56	582	1
2021-02-24	15334	44	581	1
2021-02-23	15290	45	580	0
2021-02-22	15245	19	580	0
2021-02-21	15226	8	580	0
2021-02-20	15218	11	580	0
2021-02-19	15207	24	580	0
2021-02-18	15183	32	580	3
2021-02-17	15151	33	577	1
2021-02-16	15118	59	576	1
2021-02-15	15059	22	575	2
2021-02-14	15037	17	573	0
2021-02-13	15020	15	573	1
2021-02-12	15005	27	572	0
2021-02-11	14978	60	572	2
2021-02-10	14918	49	570	3
2021-02-09	14869	61	567	1
2021-02-08	14808	16	566	3
2021-02-07	14792	17	563	0
2021-02-06	14775	33	563	1
2021-02-05	14742	50	562	2
2021-02-04	14692	71	560	3
2021-02-03	14621	90	557	2
2021-02-02	14531	107	555	2
2021-02-01	14424	30	553	1
2021-01-31	14394	30	552	6
2021-01-30	14364	66	546	2
2021-01-29	14298	79	544	5
2021-01-28	14219	94	539	1
2021-01-27	14125	136	538	6
2021-01-26	13989	119	532	4
2021-01-25	13870	29	528	2
2021-01-24	13841	64	526	5
2021-01-23	13777	70	521	9
2021-01-22	13707	139	512	9
2021-01-21	13568	103	503	2
2021-01-20	13465	159	501	4
2021-01-19	13306	116	497	4
2021-01-18	13190	38	493	4
2021-01-17	13152	79	489	12
2021-01-16	13073	102	477	7
2021-01-15	12971	134	470	10
2021-01-14	12837	287	460	14
2021-01-13	12550	274	446	10
2021-01-12	12276	325	436	6
2021-01-11	11951	92	430	5
2021-01-10	11859	127	425	8
2021-01-09	11732	85	417	3
2021-01-08	11647	137	414	2
2021-01-07	11510	231	412	7
2021-01-06	11279	134	405	3
2021-01-05	11145	172	402	6
2021-01-04	10973	76	396	2
2021-01-03	10897	63	394	8
2021-01-02	10834	136	386	4
2021-01-01	10698	208	382	8
2020-12-31	10490	181	374	10
2020-12-30	10309	149	364	7
2020-12-29	10160	176	357	8
2020-12-28	9984	76	349	6
2020-12-27	9908	114	343	6
2020-12-26	9794	69	337	3
2020-12-25	9725	148	334	7
2020-12-24	9577	359	327	17
2020-12-23	9218	288	310	7
2020-12-22	8930	252	303	9
2020-12-21	8678	120	294	4
2020-12-20	8558	250	290	7
2020-12-19	8308	268	283	13
2020-12-18	8040	222	270	4
2020-12-17	7818	323	266	14
2020-12-16	7495	326	252	9
2020-12-15	7169	301	243	9
2020-12-14	6868	361	234	19
2020-12-13	6507	153	215	5
2020-12-12	6354	165	210	2
2020-12-11	6189	161	208	5
2020-12-10	6028	228	203	8
2020-12-09	5800	182	195	7
2020-12-08	5618	169	188	5
2020-12-07	5449	96	183	5
2020-12-06	5353	171	178	7
2020-12-05	5182	157	171	17
2020-12-04	5025	233	154	5
2020-12-03	4792	190	149	6
2020-12-02	4602	132	143	7
2020-12-01	4470	200	136	9
2020-11-30	4270	195	127	7
2020-11-29	4075	51	120	1
2020-11-28	4024	62	119	1
2020-11-27	3962	142	118	5
2020-11-26	3820	203	113	6
2020-11-25	3617	125	107	1
2020-11-24	3492	103	106	2
2020-11-23	3389	61	104	2
2020-11-22	3328	116	102	6
2020-11-21	3212	144	96	4
2020-11-20	3068	98	92	7
2020-11-19	2970	151	85	5
2020-11-18	2819	115	80	3
2020-11-17	2704	116	77	6
2020-11-16	2588	105	71	2
2020-11-15	2483	9	69	0
2020-11-14	2474	79	69	2
2020-11-13	2395	138	67	2
2020-11-12	2257	110	65	6
2020-11-11	2147	95	59	2
2020-11-10	2052	75	57	2
2020-11-09	1977	63	55	4
2020-11-08	1914	41	51	2
2020-11-07	1873	85	49	1
2020-11-06	1788	100	48	2
2020-11-05	1688	81	46	4
2020-11-04	1607	175	42	3
2020-11-03	1432	61	39	1
2020-11-02	1371	80	38	7
2020-11-01	1291	31	31	0
2020-10-31	1260	60	31	0
2020-10-30	1200	62	31	2
2020-10-29	1138	101	29	2
2020-10-28	1037	91	27	0
2020-10-27	946	68	27	1
2020-10-26	878	32	26	3
2020-10-25	846	13	23	0
2020-10-24	833	63	23	2
2020-10-23	770	30	21	0
2020-10-22	740	41	21	6
2020-10-21	699	42	15	1
2020-10-20	657	41	14	2
2020-10-19	616	15	12	0
2020-10-18	601	12	12	0
2020-10-17	589	27	12	1
2020-10-16	562	19	11	1
2020-10-15	543	20	10	0
2020-10-14	523	16	10	0
2020-10-13	507	16	10	0
2020-10-12	491	7	10	0
2020-10-11	484	9	10	0
2020-10-10	475	7	10	0
2020-10-09	468	6	10	0
2020-10-08	462	6	10	0
2020-10-07	456	8	10	0
2020-10-06	448	6	10	0
2020-10-03	442	4	10	0
2020-10-02	438	2	10	0
2020-10-01	436	4	10	0
2020-09-30	432	2	10	0
2020-09-29	430	5	10	0
2020-09-27	425	1	10	0
2020-09-26	424	5	10	0
2020-09-25	419	4	10	0
2020-09-24	415	9	10	0
2020-09-23	406	6	10	0
2020-09-22	400	6	10	0
2020-09-21	394	2	10	0
2020-09-20	392	1	10	1
2020-09-19	391	1	9	0
2020-09-17	390	5	9	0
2020-09-16	385	3	9	0
2020-09-15	382	9	9	0
2020-09-14	373	1	9	0
2020-09-12	372	3	9	0
2020-09-11	369	14	9	0
2020-09-10	355	1	9	0
2020-09-09	354	3	9	0
2020-09-08	351	8	9	0
2020-09-05	343	1	9	0
2020-09-04	342	1	9	0
2020-09-03	341	3	9	0
2020-09-01	338	1	9	0
2020-08-31	337	1	9	0
2020-08-29	336	3	9	0
2020-08-28	333	6	9	0
2020-08-27	327	2	9	0
2020-08-26	325	3	9	0
2020-08-25	322	2	9	0
2020-08-24	320	1	9	0
2020-08-23	319	3	9	0
2020-08-20	316	4	9	0
2020-08-19	312	1	9	0
2020-08-15	311	2	9	0
2020-08-05	309	1	9	0
2020-08-01	308	1	9	0
2020-07-31	307	1	9	0
2020-07-30	306	1	9	0
2020-07-25	305	1	9	0
2020-07-23	304	1	9	0
2020-07-02	303	2	9	0
2020-06-30	301	1	9	0
2020-06-25	300	4	9	0
2020-06-21	296	4	9	0
2020-06-20	292	6	9	0
2020-06-19	286	1	9	0
2020-06-18	285	8	9	0
2020-06-17	277	16	9	0
2020-06-16	261	1	9	0
2020-06-14	260	1	9	0
2020-06-03	259	1	9	0
2020-05-27	258	2	9	0
2020-05-20	256	1	9	0
2020-05-14	255	2	9	0
2020-05-10	253	1	9	0
2020-04-30	252	1	9	0
2020-04-29	251	1	9	0
2020-04-27	250	2	9	0
2020-04-25	248	2	9	0
2020-04-18	246	3	9	0
2020-04-16	243	7	9	0
2020-04-15	236	1	9	0
2020-04-14	235	8	9	0
2020-04-12	227	1	9	0
2020-04-11	226	9	9	0
2020-04-10	217	7	9	0
2020-04-09	210	6	9	0
2020-04-08	204	18	9	1
2020-04-07	186	6	8	0
2020-04-06	180	8	8	0
2020-04-05	172	4	8	0
2020-04-04	168	6	8	0
2020-04-03	162	15	8	2
2020-04-02	147	14	6	2
2020-04-01	133	13	4	1
2020-03-31	120	12	3	1
2020-03-30	108	6	2	1
2020-03-29	102	5	1	0
2020-03-28	97	15	1	0
2020-03-27	82	11	1	1
2020-03-26	71	12	0	0
2020-03-25	59	7	0	0
2020-03-24	52	11	0	0
2020-03-23	41	3	0	0
2020-03-22	38	1	0	0
2020-03-21	37	4	0	0
2020-03-20	33	8	0	0
2020-03-19	25	8	0	0
2020-03-18	17	5	0	0
2020-03-17	12	3	0	0
2020-03-16	9	4	0	0
2020-03-14	5	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: 0:04:33.786027