Germany: SK Chemnitz (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 15:27:22 CEST

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

overview(country="Germany", subregion="SK Chemnitz", weeks=5);

overview(country="Germany", subregion="SK Chemnitz");

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

# load the data
cases, deaths = germany_get_region(landkreis="SK Chemnitz")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Chemnitz")
print(f'Population of country="Germany", subregion="SK Chemnitz": {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 Chemnitz": 243105 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	107882	14	919	0
2023-03-04	107868	9	919	0
2023-03-03	107859	11	919	0
2023-03-02	107848	22	919	0
2023-03-01	107826	40	919	0
2023-02-28	107786	26	919	0
2023-02-27	107760	22	919	0
2023-02-25	107738	18	919	0
2023-02-24	107720	16	919	2
2023-02-23	107704	29	917	0
2023-02-22	107675	31	917	0
2023-02-21	107644	23	917	0
2023-02-20	107621	19	917	0
2023-02-19	107602	1	917	0
2023-02-18	107601	12	917	0
2023-02-17	107589	12	917	0
2023-02-16	107577	30	917	0
2023-02-15	107547	23	917	1
2023-02-14	107524	44	916	0
2023-02-13	107480	17	916	1
2023-02-11	107463	22	915	0
2023-02-10	107441	15	915	0
2023-02-09	107426	20	915	0
2023-02-08	107406	24	915	0
2023-02-07	107382	14	915	0
2023-02-06	107368	21	915	0
2023-02-03	107347	7	915	0
2023-02-02	107340	14	915	1
2023-02-01	107326	21	914	0
2023-01-31	107305	33	914	0
2023-01-30	107272	12	914	0
2023-01-28	107260	20	914	1
2023-01-27	107240	11	913	0
2023-01-26	107229	22	913	1
2023-01-25	107207	26	912	0
2023-01-24	107181	16	912	0
2023-01-23	107165	18	912	0
2023-01-22	107147	1	912	0
2023-01-20	107146	16	912	0
2023-01-19	107130	22	912	0
2023-01-18	107108	16	912	0
2023-01-17	107092	29	912	0
2023-01-16	107063	27	912	0
2023-01-13	107036	5	912	0
2023-01-12	107031	29	912	0
2023-01-11	107002	16	912	2
2023-01-10	106986	41	910	0
2023-01-09	106945	20	910	0
2023-01-07	106925	25	910	0
2023-01-06	106900	34	910	0
2023-01-05	106866	38	910	0
2023-01-04	106828	58	910	0
2023-01-03	106770	74	910	0
2023-01-02	106696	47	910	3
2022-12-31	106649	19	907	0
2022-12-30	106630	29	907	1
2022-12-29	106601	54	906	1
2022-12-28	106547	78	905	1
2022-12-27	106469	44	904	0
2022-12-25	106425	42	904	0
2022-12-23	106383	49	904	0
2022-12-22	106334	77	904	0
2022-12-21	106257	60	904	0
2022-12-20	106197	84	904	0
2022-12-19	106113	38	904	1
2022-12-17	106075	86	903	2
2022-12-16	105989	55	901	0
2022-12-15	105934	66	901	1
2022-12-14	105868	131	900	0
2022-12-13	105737	52	900	0
2022-12-12	105685	36	900	1
2022-12-10	105649	99	899	1
2022-12-09	105550	57	898	0
2022-12-08	105493	93	898	0
2022-12-07	105400	88	898	0
2022-12-06	105312	120	898	0
2022-12-05	105192	134	898	2
2022-12-04	105058	2	896	0
2022-12-03	105056	1	896	0
2022-12-02	105055	58	896	0
2022-12-01	104997	91	896	0
2022-11-30	104906	142	896	0
2022-11-29	104764	58	896	2
2022-11-28	104706	43	894	0
2022-11-26	104663	68	894	0
2022-11-25	104595	52	894	0
2022-11-24	104543	60	894	0
2022-11-23	104483	122	894	0
2022-11-22	104361	49	894	1
2022-11-21	104312	58	893	0
2022-11-19	104254	80	893	0
2022-11-18	104174	37	893	1
2022-11-17	104137	145	892	0
2022-11-15	103992	71	892	0
2022-11-14	103921	66	892	2
2022-11-12	103855	74	890	0
2022-11-11	103781	53	890	0
2022-11-10	103728	53	890	0
2022-11-09	103675	158	890	0
2022-11-08	103517	87	890	0
2022-11-07	103430	64	890	0
2022-11-05	103366	70	890	0
2022-11-04	103296	49	890	0
2022-11-03	103247	188	890	0
2022-11-02	103059	134	890	0
2022-11-01	102925	36	890	0
2022-10-31	102889	16	890	0
2022-10-29	102873	115	890	0
2022-10-28	102758	100	890	0
2022-10-27	102658	134	890	1
2022-10-26	102524	169	889	0
2022-10-25	102355	264	889	1
2022-10-24	102091	134	888	1
2022-10-22	101957	110	887	0
2022-10-21	101847	171	887	0
2022-10-20	101676	182	887	2
2022-10-19	101494	281	885	0
2022-10-18	101213	222	885	0
2022-10-17	100991	174	885	1
2022-10-16	100817	2	884	0
2022-10-15	100815	180	884	0
2022-10-14	100635	152	884	0
2022-10-13	100483	321	884	1
2022-10-12	100162	374	883	0
2022-10-11	99788	259	883	0
2022-10-10	99529	229	883	3
2022-10-09	99300	3	880	0
2022-10-08	99297	318	880	0
2022-10-07	98979	171	880	0
2022-10-06	98808	560	880	0
2022-10-05	98248	346	880	0
2022-10-04	97902	67	880	0
2022-10-03	97835	210	880	1
2022-10-02	97625	4	879	0
2022-10-01	97621	192	879	0
2022-09-30	97429	97	879	0
2022-09-29	97332	302	879	1
2022-09-28	97030	312	878	1
2022-09-27	96718	338	877	0
2022-09-26	96380	121	877	0
2022-09-25	96259	3	877	0
2022-09-24	96256	181	877	0
2022-09-23	96075	147	877	0
2022-09-22	95928	198	877	0
2022-09-21	95730	195	877	0
2022-09-20	95535	203	877	0
2022-09-19	95332	85	877	1
2022-09-18	95247	2	876	0
2022-09-17	95245	122	876	0
2022-09-16	95123	62	876	0
2022-09-15	95061	138	876	0
2022-09-14	94923	180	876	0
2022-09-13	94743	190	876	1
2022-09-12	94553	163	875	0
2022-09-11	94390	1	875	0
2022-09-10	94389	2	875	0
2022-09-09	94387	81	875	0
2022-09-08	94306	114	875	0
2022-09-07	94192	149	875	1
2022-09-06	94043	137	874	0
2022-09-05	93906	174	874	0
2022-09-02	93732	62	874	1
2022-09-01	93670	124	873	1
2022-08-31	93546	107	872	0
2022-08-30	93439	123	872	0
2022-08-29	93316	169	872	0
2022-08-26	93147	79	872	0
2022-08-25	93068	76	872	0
2022-08-24	92992	118	872	0
2022-08-23	92874	115	872	0
2022-08-22	92759	159	872	0
2022-08-21	92600	1	872	0
2022-08-20	92599	2	872	0
2022-08-19	92597	76	872	0
2022-08-18	92521	121	872	1
2022-08-17	92400	171	871	0
2022-08-16	92229	153	871	1
2022-08-15	92076	225	870	0
2022-08-13	91851	1	870	0
2022-08-12	91850	101	870	0
2022-08-11	91749	107	870	0
2022-08-10	91642	185	870	0
2022-08-09	91457	159	870	1
2022-08-08	91298	229	869	1
2022-08-07	91069	1	868	0
2022-08-06	91068	4	868	0
2022-08-05	91064	98	868	0
2022-08-04	90966	156	868	0
2022-08-03	90810	220	868	0
2022-08-02	90590	212	868	0
2022-08-01	90378	294	868	0
2022-07-31	90084	2	868	0
2022-07-30	90082	1	868	0
2022-07-29	90081	128	868	0
2022-07-28	89953	256	868	1
2022-07-27	89697	273	867	1
2022-07-26	89424	269	866	0
2022-07-25	89155	407	866	1
2022-07-24	88748	1	865	0
2022-07-23	88747	16	865	0
2022-07-22	88731	231	865	3
2022-07-21	88500	223	862	0
2022-07-20	88277	414	862	1
2022-07-19	87863	264	861	1
2022-07-18	87599	375	860	1
2022-07-17	87224	1	859	0
2022-07-16	87223	4	859	0
2022-07-15	87219	186	859	1
2022-07-14	87033	251	858	0
2022-07-13	86782	290	858	0
2022-07-12	86492	225	858	0
2022-07-11	86267	290	858	0
2022-07-10	85977	1	858	0
2022-07-09	85976	4	858	0
2022-07-08	85972	130	858	0
2022-07-07	85842	229	858	0
2022-07-06	85613	200	858	1
2022-07-05	85413	178	857	1
2022-07-04	85235	352	856	2
2022-07-03	84883	1	854	0
2022-07-02	84882	2	854	0
2022-07-01	84880	86	854	0
2022-06-30	84794	207	854	0
2022-06-29	84587	193	854	0
2022-06-28	84394	159	854	0
2022-06-27	84235	237	854	1
2022-06-26	83998	5	853	0
2022-06-25	83993	9	853	0
2022-06-24	83984	157	853	0
2022-06-23	83827	110	853	0
2022-06-22	83717	148	853	0
2022-06-21	83569	151	853	0
2022-06-20	83418	145	853	0
2022-06-19	83273	7	853	0
2022-06-18	83266	15	853	0
2022-06-17	83251	74	853	1
2022-06-16	83177	101	852	0
2022-06-15	83076	121	852	0
2022-06-14	82955	118	852	0
2022-06-13	82837	134	852	0
2022-06-12	82703	2	852	0
2022-06-10	82701	89	852	0
2022-06-09	82612	151	852	0
2022-06-08	82461	72	852	1
2022-06-07	82389	86	851	0
2022-06-03	82303	56	851	0
2022-06-02	82247	46	851	0
2022-06-01	82201	83	851	0
2022-05-31	82118	63	851	0
2022-05-30	82055	78	851	0
2022-05-29	81977	1	851	0
2022-05-27	81976	80	851	0
2022-05-25	81896	59	851	0
2022-05-24	81837	54	851	0
2022-05-23	81783	89	851	0
2022-05-20	81694	57	851	0
2022-05-19	81637	48	851	0
2022-05-18	81589	102	851	1
2022-05-17	81487	84	850	0
2022-05-16	81403	137	850	2
2022-05-15	81266	1	848	0
2022-05-14	81265	1	848	0
2022-05-13	81264	86	848	0
2022-05-12	81178	135	848	0
2022-05-11	81043	143	848	0
2022-05-10	80900	141	848	0
2022-05-09	80759	216	848	1
2022-05-06	80543	127	847	1
2022-05-05	80416	139	846	1
2022-05-04	80277	252	845	0
2022-05-03	80025	148	845	1
2022-05-02	79877	264	844	0
2022-04-29	79613	113	844	0
2022-04-28	79500	225	844	0
2022-04-27	79275	199	844	1
2022-04-26	79076	188	843	0
2022-04-25	78888	442	843	3
2022-04-24	78446	1	840	0
2022-04-23	78445	2	840	0
2022-04-22	78443	158	840	0
2022-04-21	78285	279	840	0
2022-04-20	78006	319	840	0
2022-04-19	77687	551	840	0
2022-04-18	77136	6	840	0
2022-04-17	77130	6	840	0
2022-04-16	77124	34	840	0
2022-04-15	77090	12	840	0
2022-04-14	77078	291	840	1
2022-04-13	76787	514	839	0
2022-04-12	76273	315	839	1
2022-04-11	75958	181	838	0
2022-04-10	75777	196	838	0
2022-04-09	75581	305	838	1
2022-04-08	75276	393	837	0
2022-04-07	74883	446	837	2
2022-04-06	74437	820	835	1
2022-04-05	73617	425	834	1
2022-04-04	73192	330	833	1
2022-04-03	72862	75	832	0
2022-04-02	72787	507	832	2
2022-04-01	72280	381	830	1
2022-03-31	71899	895	829	3
2022-03-30	71004	735	826	1
2022-03-29	70269	820	825	0
2022-03-28	69449	297	825	2
2022-03-27	69152	255	823	0
2022-03-26	68897	750	823	0
2022-03-25	68147	834	823	3
2022-03-24	67313	800	820	1
2022-03-23	66513	1182	819	0
2022-03-22	65331	905	819	1
2022-03-21	64426	490	818	0
2022-03-20	63936	462	818	0
2022-03-19	63474	1291	818	0
2022-03-18	62183	827	818	2
2022-03-17	61356	1493	816	0
2022-03-16	59863	1352	816	2
2022-03-15	58511	815	814	1
2022-03-14	57696	679	813	0
2022-03-13	57017	805	813	1
2022-03-12	56212	809	812	0
2022-03-11	55403	784	812	1
2022-03-10	54619	912	811	0
2022-03-09	53707	825	811	2
2022-03-08	52882	661	809	1
2022-03-07	52221	302	808	1
2022-03-06	51919	330	807	0
2022-03-05	51589	444	807	1
2022-03-04	51145	433	806	1
2022-03-03	50712	703	805	0
2022-03-02	50009	688	805	1
2022-03-01	49321	531	804	2
2022-02-28	48790	377	802	1
2022-02-27	48413	197	801	0
2022-02-26	48216	412	801	0
2022-02-25	47804	523	801	2
2022-02-24	47281	542	799	2
2022-02-23	46739	579	797	2
2022-02-22	46160	523	795	2
2022-02-21	45637	398	793	0
2022-02-20	45239	220	793	0
2022-02-19	45019	395	793	0
2022-02-18	44624	416	793	0
2022-02-17	44208	431	793	3
2022-02-16	43777	500	790	0
2022-02-15	43277	476	790	0
2022-02-14	42801	300	790	0
2022-02-13	42501	190	790	0
2022-02-12	42311	329	790	0
2022-02-11	41982	407	790	1
2022-02-10	41575	388	789	0
2022-02-09	41187	470	789	0
2022-02-08	40717	394	789	0
2022-02-07	40323	298	789	0
2022-02-06	40025	203	789	0
2022-02-05	39822	131	789	1
2022-02-04	39691	214	788	0
2022-02-03	39477	297	788	0
2022-02-02	39180	265	788	1
2022-02-01	38915	319	787	1
2022-01-31	38596	158	786	0
2022-01-30	38438	49	786	0
2022-01-29	38389	159	786	1
2022-01-28	38230	139	785	0
2022-01-27	38091	201	785	1
2022-01-26	37890	208	784	1
2022-01-25	37682	173	783	0
2022-01-24	37509	109	783	0
2022-01-23	37400	24	783	0
2022-01-22	37376	67	783	0
2022-01-21	37309	111	783	0
2022-01-20	37198	136	783	0
2022-01-19	37062	99	783	0
2022-01-18	36963	157	783	0
2022-01-17	36806	97	783	0
2022-01-16	36709	29	783	0
2022-01-15	36680	49	783	0
2022-01-14	36631	82	783	0
2022-01-13	36549	52	783	1
2022-01-12	36497	84	782	0
2022-01-11	36413	86	782	0
2022-01-10	36327	59	782	1
2022-01-09	36268	10	781	0
2022-01-08	36258	56	781	1
2022-01-07	36202	80	780	0
2022-01-06	36122	80	780	2
2022-01-05	36042	111	778	1
2022-01-04	35931	213	777	2
2022-01-03	35718	119	775	1
2022-01-02	35599	40	774	0
2022-01-01	35559	28	774	0
2021-12-31	35531	94	774	0
2021-12-30	35437	181	774	1
2021-12-29	35256	163	773	2
2021-12-28	35093	157	771	2
2021-12-27	34936	89	769	3
2021-12-26	34847	51	766	1
2021-12-25	34796	35	765	2
2021-12-24	34761	111	763	2
2021-12-23	34650	165	761	1
2021-12-22	34485	245	760	2
2021-12-21	34240	266	758	1
2021-12-20	33974	115	757	2
2021-12-19	33859	79	755	3
2021-12-18	33780	197	752	2
2021-12-17	33583	241	750	2
2021-12-16	33342	285	748	1
2021-12-15	33057	358	747	4
2021-12-14	32699	470	743	5
2021-12-13	32229	170	738	2
2021-12-12	32059	123	736	0
2021-12-11	31936	271	736	5
2021-12-10	31665	363	731	7
2021-12-09	31302	398	724	4
2021-12-08	30904	615	720	7
2021-12-07	30289	338	713	3
2021-12-06	29951	215	710	8
2021-12-05	29736	151	702	2
2021-12-04	29585	470	700	5
2021-12-03	29115	346	695	7
2021-12-02	28769	477	688	5
2021-12-01	28292	631	683	5
2021-11-30	27661	406	678	5
2021-11-29	27255	230	673	4
2021-11-28	27025	322	669	4
2021-11-27	26703	382	665	2
2021-11-26	26321	561	663	10
2021-11-25	25760	419	653	3
2021-11-24	25341	597	650	7
2021-11-23	24744	504	643	6
2021-11-22	24240	223	637	6
2021-11-21	24017	298	631	4
2021-11-20	23719	448	627	6
2021-11-19	23271	363	621	5
2021-11-18	22908	281	616	4
2021-11-17	22627	391	612	4
2021-11-16	22236	406	608	3
2021-11-15	21830	99	605	4
2021-11-14	21731	142	601	2
2021-11-13	21589	274	599	3
2021-11-12	21315	277	596	3
2021-11-11	21038	229	593	2
2021-11-10	20809	297	591	2
2021-11-09	20512	275	589	8
2021-11-08	20237	73	581	0
2021-11-07	20164	57	581	0
2021-11-06	20107	164	581	2
2021-11-05	19943	123	579	1
2021-11-04	19820	207	578	2
2021-11-03	19613	259	576	3
2021-11-02	19354	177	573	3
2021-11-01	19177	51	570	1
2021-10-31	19126	26	569	0
2021-10-30	19100	110	569	1
2021-10-29	18990	91	568	0
2021-10-28	18899	119	568	0
2021-10-27	18780	128	568	4
2021-10-26	18652	92	564	1
2021-10-25	18560	32	563	1
2021-10-24	18528	28	562	0
2021-10-23	18500	96	562	0
2021-10-22	18404	67	562	1
2021-10-21	18337	80	561	0
2021-10-20	18257	105	561	3
2021-10-19	18152	45	558	1
2021-10-18	18107	11	557	0
2021-10-17	18096	9	557	1
2021-10-16	18087	33	556	0
2021-10-15	18054	21	556	0
2021-10-14	18033	75	556	1
2021-10-13	17958	43	555	0
2021-10-12	17915	44	555	3
2021-10-11	17871	25	552	1
2021-10-10	17846	5	551	0
2021-10-09	17841	28	551	0
2021-10-08	17813	17	551	0
2021-10-07	17796	34	551	0
2021-10-06	17762	43	551	0
2021-10-05	17719	44	551	0
2021-10-04	17675	11	551	0
2021-10-03	17664	7	551	1
2021-10-02	17657	19	550	0
2021-10-01	17638	7	550	0
2021-09-30	17631	25	550	0
2021-09-29	17606	33	550	0
2021-09-28	17573	24	550	0
2021-09-27	17549	12	550	0
2021-09-26	17537	12	550	0
2021-09-25	17525	10	550	0
2021-09-24	17515	8	550	0
2021-09-23	17507	12	550	0
2021-09-22	17495	12	550	0
2021-09-21	17483	10	550	0
2021-09-20	17473	4	550	0
2021-09-19	17469	2	550	0
2021-09-18	17467	7	550	0
2021-09-17	17460	6	550	0
2021-09-16	17454	13	550	0
2021-09-15	17441	16	550	0
2021-09-14	17425	17	550	0
2021-09-13	17408	6	550	0
2021-09-12	17402	4	550	0
2021-09-11	17398	7	550	0
2021-09-10	17391	18	550	1
2021-09-09	17373	14	549	0
2021-09-08	17359	24	549	0
2021-09-07	17335	17	549	0
2021-09-06	17318	16	549	0
2021-09-05	17302	4	549	0
2021-09-04	17298	5	549	0
2021-09-03	17293	4	549	0
2021-09-02	17289	9	549	0
2021-09-01	17280	10	549	0
2021-08-31	17270	8	549	0
2021-08-30	17262	7	549	0
2021-08-29	17255	3	549	0
2021-08-28	17252	24	549	0
2021-08-27	17228	2	549	0
2021-08-26	17226	16	549	0
2021-08-25	17210	14	549	0
2021-08-24	17196	7	549	0
2021-08-23	17189	5	549	0
2021-08-22	17184	3	549	0
2021-08-21	17181	12	549	0
2021-08-20	17169	10	549	0
2021-08-19	17159	2	549	0
2021-08-18	17157	17	549	0
2021-08-17	17140	9	549	0
2021-08-16	17131	1	549	0
2021-08-14	17130	4	549	0
2021-08-13	17126	2	549	0
2021-08-12	17124	4	549	0
2021-08-11	17120	9	549	1
2021-08-10	17111	9	548	0
2021-08-09	17102	5	548	0
2021-08-07	17097	2	548	0
2021-08-06	17095	3	548	0
2021-08-05	17092	8	548	1
2021-08-04	17084	1	547	0
2021-08-03	17083	2	547	0
2021-08-02	17081	3	547	0
2021-07-31	17078	1	547	0
2021-07-30	17077	4	547	0
2021-07-29	17073	2	547	0
2021-07-28	17071	3	547	0
2021-07-27	17068	2	547	0
2021-07-26	17066	7	547	0
2021-07-23	17059	3	547	0
2021-07-20	17056	2	547	0
2021-07-19	17054	2	547	0
2021-07-13	17052	2	547	0
2021-07-08	17050	3	547	0
2021-07-06	17047	1	547	0
2021-07-05	17046	1	547	0
2021-07-04	17045	2	547	0
2021-07-03	17043	1	547	0
2021-06-29	17042	6	547	0
2021-06-28	17036	1	547	0
2021-06-25	17035	1	547	0
2021-06-23	17034	4	547	0
2021-06-22	17030	4	547	0
2021-06-18	17026	3	547	0
2021-06-17	17023	1	547	0
2021-06-15	17022	1	547	0
2021-06-14	17021	2	547	0
2021-06-13	17019	2	547	0
2021-06-12	17017	2	547	0
2021-06-11	17015	2	547	1
2021-06-10	17013	5	546	0
2021-06-09	17008	6	546	0
2021-06-08	17002	6	546	0
2021-06-07	16996	1	546	0
2021-06-06	16995	4	546	0
2021-06-05	16991	7	546	0
2021-06-04	16984	1	546	0
2021-06-03	16983	4	546	0
2021-06-02	16979	14	546	0
2021-06-01	16965	13	546	0
2021-05-31	16952	8	546	1
2021-05-30	16944	9	545	0
2021-05-29	16935	6	545	1
2021-05-28	16929	9	544	0
2021-05-27	16920	16	544	0
2021-05-26	16904	35	544	0
2021-05-25	16869	5	544	0
2021-05-23	16864	3	544	1
2021-05-22	16861	10	543	0
2021-05-21	16851	21	543	1
2021-05-20	16830	24	542	0
2021-05-19	16806	39	542	1
2021-05-18	16767	47	541	2
2021-05-17	16720	19	539	1
2021-05-16	16701	28	538	0
2021-05-15	16673	19	538	0
2021-05-14	16654	40	538	0
2021-05-13	16614	24	538	2
2021-05-12	16590	96	536	5
2021-05-11	16494	28	531	1
2021-05-10	16466	68	530	5
2021-05-09	16398	44	525	1
2021-05-08	16354	60	524	1
2021-05-07	16294	73	523	1
2021-05-06	16221	77	522	1
2021-05-05	16144	143	521	2
2021-05-04	16001	54	519	2
2021-05-03	15947	54	517	2
2021-05-02	15893	90	515	1
2021-05-01	15803	67	514	2
2021-04-30	15736	104	512	1
2021-04-29	15632	114	511	3
2021-04-28	15518	151	508	2
2021-04-27	15367	110	506	1
2021-04-26	15257	80	505	2
2021-04-25	15177	111	503	3
2021-04-24	15066	143	500	5
2021-04-23	14923	99	495	0
2021-04-22	14824	91	495	3
2021-04-21	14733	223	492	2
2021-04-20	14510	57	490	1
2021-04-19	14453	78	489	1
2021-04-18	14375	114	488	2
2021-04-17	14261	81	486	4
2021-04-16	14180	92	482	2
2021-04-15	14088	84	480	2
2021-04-14	14004	212	478	1
2021-04-13	13792	122	477	7
2021-04-12	13670	98	470	2
2021-04-11	13572	82	468	4
2021-04-10	13490	99	464	4
2021-04-09	13391	118	460	4
2021-04-08	13273	180	456	3
2021-04-07	13093	77	453	1
2021-04-06	13016	83	452	7
2021-04-05	12933	60	445	3
2021-04-04	12873	97	442	3
2021-04-03	12776	77	439	1
2021-04-02	12699	111	438	1
2021-04-01	12588	153	437	1
2021-03-31	12435	197	436	6
2021-03-30	12238	57	430	2
2021-03-29	12181	120	428	2
2021-03-28	12061	105	426	2
2021-03-27	11956	134	424	3
2021-03-26	11822	117	421	0
2021-03-25	11705	132	421	3
2021-03-24	11573	168	418	3
2021-03-23	11405	84	415	3
2021-03-22	11321	132	412	0
2021-03-21	11189	30	412	1
2021-03-20	11159	63	411	1
2021-03-19	11096	75	410	1
2021-03-18	11021	134	409	1
2021-03-17	10887	35	408	0
2021-03-16	10852	33	408	2
2021-03-15	10819	31	406	1
2021-03-14	10788	26	405	0
2021-03-13	10762	46	405	2
2021-03-12	10716	48	403	1
2021-03-11	10668	50	402	1
2021-03-10	10618	60	401	1
2021-03-09	10558	44	400	0
2021-03-08	10514	33	400	1
2021-03-07	10481	20	399	1
2021-03-06	10461	46	398	0
2021-03-05	10415	29	398	1
2021-03-04	10386	30	397	0
2021-03-03	10356	57	397	0
2021-03-02	10299	19	397	0
2021-03-01	10280	29	397	1
2021-02-28	10251	19	396	0
2021-02-27	10232	21	396	0
2021-02-26	10211	28	396	0
2021-02-25	10183	33	396	0
2021-02-24	10150	50	396	2
2021-02-23	10100	16	394	0
2021-02-22	10084	17	394	1
2021-02-21	10067	7	393	0
2021-02-20	10060	15	393	0
2021-02-19	10045	8	393	0
2021-02-18	10037	29	393	0
2021-02-17	10008	21	393	0
2021-02-16	9987	16	393	0
2021-02-15	9971	21	393	2
2021-02-14	9950	25	391	3
2021-02-12	9925	17	388	0
2021-02-11	9908	32	388	0
2021-02-10	9876	29	388	1
2021-02-09	9847	25	387	0
2021-02-08	9822	5	387	0
2021-02-07	9817	23	387	4
2021-02-06	9794	31	383	5
2021-02-05	9763	8	378	0
2021-02-04	9755	24	378	1
2021-02-03	9731	29	377	4
2021-02-02	9702	30	373	1
2021-02-01	9672	20	372	2
2021-01-31	9652	12	370	0
2021-01-30	9640	32	370	0
2021-01-29	9608	32	370	3
2021-01-28	9576	24	367	0
2021-01-27	9552	55	367	3
2021-01-26	9497	23	364	2
2021-01-25	9474	22	362	2
2021-01-24	9452	23	360	1
2021-01-23	9429	22	359	0
2021-01-22	9407	15	359	1
2021-01-21	9392	53	358	1
2021-01-20	9339	65	357	3
2021-01-19	9274	36	354	1
2021-01-18	9238	21	353	1
2021-01-17	9217	15	352	0
2021-01-16	9202	30	352	0
2021-01-15	9172	45	352	0
2021-01-14	9127	45	352	2
2021-01-13	9082	84	350	1
2021-01-12	8998	89	349	3
2021-01-11	8909	39	346	3
2021-01-10	8870	21	343	0
2021-01-09	8849	77	343	1
2021-01-08	8772	80	342	5
2021-01-07	8692	188	337	5
2021-01-06	8504	136	332	1
2021-01-05	8368	146	331	7
2021-01-04	8222	53	324	1
2021-01-03	8169	162	323	5
2021-01-02	8007	94	318	2
2021-01-01	7913	46	316	1
2020-12-31	7867	93	315	6
2020-12-30	7774	123	309	1
2020-12-29	7651	82	308	7
2020-12-28	7569	90	301	5
2020-12-27	7479	240	296	6
2020-12-26	7239	184	290	5
2020-12-25	7055	80	285	4
2020-12-24	6975	138	281	7
2020-12-23	6837	152	274	6
2020-12-22	6685	283	268	9
2020-12-21	6402	291	259	13
2020-12-20	6111	90	246	9
2020-12-19	6021	185	237	14
2020-12-18	5836	218	223	10
2020-12-17	5618	132	213	1
2020-12-16	5486	163	212	6
2020-12-15	5323	100	206	2
2020-12-14	5223	169	204	1
2020-12-13	5054	150	203	8
2020-12-12	4904	159	195	10
2020-12-11	4745	117	185	2
2020-12-10	4628	152	183	8
2020-12-09	4476	136	175	5
2020-12-08	4340	119	170	3
2020-12-07	4221	119	167	0
2020-12-06	4102	34	167	0
2020-12-05	4068	169	167	8
2020-12-04	3899	92	159	7
2020-12-03	3807	141	152	6
2020-12-02	3666	110	146	6
2020-12-01	3556	166	140	8
2020-11-30	3390	112	132	2
2020-11-29	3278	84	130	2
2020-11-28	3194	117	128	4
2020-11-27	3077	77	124	4
2020-11-26	3000	119	120	4
2020-11-25	2881	93	116	3
2020-11-24	2788	126	113	5
2020-11-23	2662	86	108	2
2020-11-22	2576	103	106	3
2020-11-21	2473	60	103	4
2020-11-20	2413	89	99	9
2020-11-19	2324	169	90	7
2020-11-18	2155	52	83	2
2020-11-17	2103	65	81	4
2020-11-16	2038	21	77	1
2020-11-15	2017	37	76	2
2020-11-14	1980	94	74	3
2020-11-13	1886	60	71	0
2020-11-12	1826	64	71	5
2020-11-11	1762	48	66	2
2020-11-10	1714	60	64	1
2020-11-09	1654	67	63	3
2020-11-08	1587	5	60	0
2020-11-07	1582	39	60	2
2020-11-06	1543	58	58	2
2020-11-05	1485	161	56	12
2020-11-04	1324	98	44	5
2020-11-03	1226	48	39	0
2020-11-02	1178	30	39	2
2020-11-01	1148	35	37	0
2020-10-31	1113	48	37	2
2020-10-30	1065	25	35	1
2020-10-29	1040	82	34	1
2020-10-28	958	83	33	5
2020-10-27	875	90	28	8
2020-10-26	785	34	20	2
2020-10-25	751	11	18	0
2020-10-24	740	33	18	1
2020-10-23	707	26	17	2
2020-10-22	681	16	15	1
2020-10-21	665	31	14	0
2020-10-20	634	12	14	0
2020-10-19	622	28	14	2
2020-10-18	594	10	12	1
2020-10-17	584	5	11	0
2020-10-16	579	21	11	1
2020-10-15	558	25	10	1
2020-10-14	533	47	9	2
2020-10-13	486	20	7	0
2020-10-12	466	15	7	0
2020-10-11	451	9	7	0
2020-10-10	442	7	7	1
2020-10-09	435	3	6	0
2020-10-08	432	14	6	0
2020-10-07	418	10	6	0
2020-10-06	408	9	6	0
2020-10-05	399	11	6	0
2020-10-02	388	2	6	0
2020-10-01	386	7	6	0
2020-09-30	379	10	6	0
2020-09-29	369	1	6	0
2020-09-28	368	2	6	0
2020-09-27	366	1	6	0
2020-09-25	365	3	6	0
2020-09-24	362	15	6	0
2020-09-23	347	7	6	0
2020-09-22	340	1	6	0
2020-09-21	339	2	6	0
2020-09-19	337	3	6	0
2020-09-18	334	5	6	0
2020-09-17	329	2	6	0
2020-09-16	327	9	6	0
2020-09-14	318	5	6	0
2020-09-13	313	1	6	0
2020-09-12	312	2	6	0
2020-09-11	310	2	6	0
2020-09-09	308	3	6	0
2020-09-08	305	5	6	0
2020-09-07	300	1	6	0
2020-09-05	299	1	6	0
2020-09-04	298	1	6	0
2020-09-03	297	2	6	0
2020-09-02	295	2	6	0
2020-09-01	293	2	6	0
2020-08-31	291	2	6	0
2020-08-29	289	1	6	0
2020-08-28	288	5	6	0
2020-08-26	283	4	6	0
2020-08-25	279	1	6	0
2020-08-19	278	2	6	0
2020-08-17	276	2	6	0
2020-08-14	274	1	6	0
2020-08-11	273	1	6	0
2020-08-10	272	3	6	0
2020-08-05	269	5	6	0
2020-08-03	264	1	6	0
2020-08-01	263	1	6	0
2020-07-31	262	3	6	0
2020-07-29	259	4	6	0
2020-07-27	255	3	6	0
2020-07-24	252	2	6	0
2020-07-21	250	1	6	0
2020-07-16	249	1	6	0
2020-07-15	248	2	6	0
2020-06-25	246	1	6	0
2020-06-23	245	1	6	0
2020-06-22	244	2	6	0
2020-06-17	242	1	6	0
2020-06-16	241	3	6	0
2020-06-08	238	1	6	0
2020-06-05	237	2	6	0
2020-05-29	235	1	6	0
2020-05-26	234	1	6	0
2020-05-22	233	1	6	0
2020-05-17	232	1	6	0
2020-05-15	231	1	6	0
2020-05-14	230	1	6	0
2020-05-13	229	1	6	0
2020-05-11	228	1	6	0
2020-05-07	227	1	6	0
2020-05-04	226	1	6	0
2020-04-30	225	4	6	0
2020-04-29	221	1	6	0
2020-04-25	220	1	6	0
2020-04-24	219	1	6	0
2020-04-21	218	1	6	1
2020-04-20	217	1	5	0
2020-04-19	216	1	5	0
2020-04-18	215	2	5	0
2020-04-16	213	3	5	0
2020-04-15	210	5	5	0
2020-04-14	205	1	5	0
2020-04-13	204	5	5	0
2020-04-12	199	5	5	0
2020-04-11	194	4	5	0
2020-04-10	190	1	5	0
2020-04-09	189	6	5	0
2020-04-08	183	7	5	0
2020-04-07	176	5	5	0
2020-04-06	171	4	5	0
2020-04-05	167	1	5	0
2020-04-04	166	3	5	0
2020-04-03	163	11	5	1
2020-04-02	152	8	4	0
2020-04-01	144	14	4	1
2020-03-31	130	11	3	1
2020-03-30	119	8	2	0
2020-03-29	111	12	2	0
2020-03-28	99	2	2	0
2020-03-27	97	16	2	1
2020-03-26	81	10	1	0
2020-03-25	71	3	1	0
2020-03-24	68	2	1	0
2020-03-23	66	7	1	0
2020-03-22	59	3	1	1
2020-03-21	56	7	0	0
2020-03-20	49	13	0	0
2020-03-19	36	9	0	0
2020-03-18	27	8	0	0
2020-03-17	19	4	0	0
2020-03-16	15	3	0	0
2020-03-15	12	4	0	0
2020-03-13	8	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: 0:04:25.512344