Germany: SK Fürth (Bayern)

• 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 11:44:09 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Fürth")
print(f'Population of country="Germany", subregion="SK Fürth": {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 Fürth": 129122 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	65554	18	342	0
2023-03-03	65536	11	342	0
2023-03-02	65525	16	342	0
2023-03-01	65509	27	342	0
2023-02-28	65482	38	342	0
2023-02-27	65444	47	342	0
2023-02-24	65397	24	342	0
2023-02-23	65373	31	342	0
2023-02-22	65342	36	342	0
2023-02-21	65306	52	342	1
2023-02-20	65254	47	341	1
2023-02-17	65207	35	340	0
2023-02-16	65172	40	340	0
2023-02-15	65132	36	340	0
2023-02-14	65096	48	340	0
2023-02-13	65048	56	340	0
2023-02-10	64992	22	340	0
2023-02-09	64970	37	340	0
2023-02-08	64933	44	340	0
2023-02-07	64889	55	340	0
2023-02-06	64834	63	340	0
2023-02-03	64771	25	340	0
2023-02-02	64746	38	340	0
2023-02-01	64708	27	340	0
2023-01-31	64681	50	340	0
2023-01-30	64631	41	340	1
2023-01-27	64590	20	339	0
2023-01-26	64570	27	339	0
2023-01-25	64543	24	339	0
2023-01-24	64519	26	339	0
2023-01-23	64493	20	339	0
2023-01-20	64473	11	339	0
2023-01-19	64462	13	339	0
2023-01-18	64449	17	339	0
2023-01-17	64432	25	339	0
2023-01-16	64407	29	339	0
2023-01-13	64378	13	339	0
2023-01-12	64365	18	339	0
2023-01-11	64347	16	339	0
2023-01-10	64331	39	339	0
2023-01-09	64292	62	339	0
2023-01-05	64230	28	339	0
2023-01-04	64202	35	339	0
2023-01-03	64167	22	339	0
2023-01-02	64145	42	339	0
2022-12-30	64103	24	339	1
2022-12-29	64079	37	338	0
2022-12-28	64042	41	338	1
2022-12-27	64001	86	337	1
2022-12-23	63915	49	336	0
2022-12-22	63866	39	336	0
2022-12-21	63827	53	336	0
2022-12-20	63774	51	336	2
2022-12-19	63723	47	334	0
2022-12-16	63676	37	334	0
2022-12-15	63639	45	334	0
2022-12-14	63594	25	334	0
2022-12-13	63569	41	334	0
2022-12-12	63528	40	334	0
2022-12-09	63488	18	334	0
2022-12-08	63470	31	334	0
2022-12-07	63439	36	334	0
2022-12-06	63403	35	334	0
2022-12-05	63368	37	334	0
2022-12-02	63331	21	334	0
2022-12-01	63310	35	334	1
2022-11-30	63275	41	333	0
2022-11-29	63234	54	333	0
2022-11-28	63180	49	333	0
2022-11-25	63131	24	333	0
2022-11-24	63107	39	333	0
2022-11-23	63068	34	333	0
2022-11-22	63034	46	333	0
2022-11-21	62988	53	333	1
2022-11-18	62935	25	332	0
2022-11-17	62910	32	332	0
2022-11-16	62878	45	332	0
2022-11-15	62833	43	332	0
2022-11-14	62790	74	332	0
2022-11-11	62716	24	332	1
2022-11-10	62692	45	331	0
2022-11-09	62647	37	331	1
2022-11-08	62610	67	330	0
2022-11-07	62543	86	330	0
2022-11-04	62457	44	330	0
2022-11-03	62413	59	330	0
2022-11-02	62354	97	330	1
2022-10-31	62257	89	329	0
2022-10-28	62168	61	329	0
2022-10-27	62107	83	329	0
2022-10-26	62024	108	329	0
2022-10-25	61916	133	329	0
2022-10-24	61783	164	329	0
2022-10-21	61619	126	329	0
2022-10-20	61493	95	329	0
2022-10-19	61398	168	329	0
2022-10-18	61230	196	329	1
2022-10-17	61034	241	328	0
2022-10-14	60793	145	328	0
2022-10-13	60648	204	328	0
2022-10-12	60444	230	328	0
2022-10-11	60214	246	328	1
2022-10-10	59968	372	327	1
2022-10-08	59596	1	326	0
2022-10-07	59595	193	326	0
2022-10-06	59402	203	326	0
2022-10-05	59199	272	326	1
2022-10-04	58927	304	325	0
2022-10-02	58623	1	325	0
2022-09-30	58622	130	325	0
2022-09-29	58492	95	325	0
2022-09-28	58397	156	325	0
2022-09-27	58241	180	325	0
2022-09-26	58061	189	325	1
2022-09-23	57872	67	324	0
2022-09-22	57805	73	324	0
2022-09-21	57732	59	324	0
2022-09-20	57673	77	324	0
2022-09-19	57596	145	324	0
2022-09-16	57451	38	324	0
2022-09-15	57413	50	324	0
2022-09-14	57363	71	324	0
2022-09-13	57292	77	324	0
2022-09-12	57215	80	324	1
2022-09-09	57135	39	323	0
2022-09-08	57096	30	323	0
2022-09-07	57066	53	323	0
2022-09-06	57013	91	323	0
2022-09-05	56922	89	323	0
2022-09-02	56833	62	323	0
2022-09-01	56771	61	323	0
2022-08-31	56710	47	323	0
2022-08-30	56663	61	323	1
2022-08-29	56602	82	322	0
2022-08-26	56520	19	322	0
2022-08-25	56501	52	322	0
2022-08-24	56449	50	322	0
2022-08-23	56399	52	322	0
2022-08-22	56347	110	322	0
2022-08-19	56237	30	322	0
2022-08-18	56207	30	322	0
2022-08-17	56177	84	322	0
2022-08-16	56093	75	322	0
2022-08-15	56018	109	322	0
2022-08-12	55909	52	322	0
2022-08-11	55857	51	322	0
2022-08-10	55806	79	322	0
2022-08-09	55727	131	322	0
2022-08-08	55596	177	322	0
2022-08-07	55419	1	322	0
2022-08-05	55418	86	322	0
2022-08-04	55332	68	322	0
2022-08-03	55264	149	322	0
2022-08-02	55115	162	322	0
2022-08-01	54953	247	322	0
2022-07-30	54706	3	322	0
2022-07-29	54703	103	322	0
2022-07-28	54600	153	322	0
2022-07-27	54447	221	322	0
2022-07-26	54226	221	322	0
2022-07-25	54005	337	322	2
2022-07-23	53668	1	320	0
2022-07-22	53667	146	320	0
2022-07-21	53521	203	320	0
2022-07-20	53318	316	320	2
2022-07-19	53002	313	318	0
2022-07-18	52689	341	318	0
2022-07-16	52348	1	318	0
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2022-07-14	52214	218	318	0
2022-07-13	51996	254	318	0
2022-07-12	51742	297	318	0
2022-07-11	51445	303	318	1
2022-07-10	51142	3	317	0
2022-07-08	51139	134	317	0
2022-07-07	51005	238	317	1
2022-07-06	50767	312	316	0
2022-07-05	50455	231	316	0
2022-07-04	50224	286	316	0
2022-07-01	49938	199	316	0
2022-06-30	49739	187	316	1
2022-06-29	49552	155	315	0
2022-06-28	49397	268	315	3
2022-06-27	49129	249	312	2
2022-06-25	48880	2	310	0
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2021-09-19	8363	10	230	0
2021-09-18	8353	26	230	0
2021-09-17	8327	18	230	0
2021-09-16	8309	24	230	0
2021-09-15	8285	29	230	0
2021-09-14	8256	21	230	0
2021-09-13	8235	8	230	1
2021-09-12	8227	9	229	0
2021-09-11	8218	22	229	0
2021-09-10	8196	21	229	0
2021-09-09	8175	15	229	0
2021-09-08	8160	21	229	0
2021-09-07	8139	28	229	0
2021-09-06	8111	8	229	0
2021-09-05	8103	5	229	0
2021-09-04	8098	18	229	1
2021-09-03	8080	23	228	0
2021-09-02	8057	18	228	0
2021-09-01	8039	16	228	0
2021-08-31	8023	22	228	0
2021-08-30	8001	4	228	0
2021-08-29	7997	5	228	0
2021-08-28	7992	23	228	0
2021-08-27	7969	14	228	0
2021-08-26	7955	19	228	0
2021-08-25	7936	13	228	0
2021-08-24	7923	27	228	0
2021-08-23	7896	10	228	2
2021-08-22	7886	9	226	0
2021-08-21	7877	14	226	0
2021-08-20	7863	10	226	0
2021-08-19	7853	10	226	0
2021-08-18	7843	11	226	0
2021-08-17	7832	7	226	0
2021-08-16	7825	2	226	0
2021-08-15	7823	6	226	0
2021-08-14	7817	6	226	0
2021-08-13	7811	6	226	0
2021-08-12	7805	4	226	0
2021-08-11	7801	8	226	0
2021-08-10	7793	4	226	0
2021-08-07	7789	6	226	0
2021-08-06	7783	1	226	0
2021-08-05	7782	6	226	0
2021-08-04	7776	3	226	0
2021-08-03	7773	2	226	0
2021-08-02	7771	1	226	0
2021-07-30	7770	2	226	0
2021-07-29	7768	6	226	0
2021-07-28	7762	1	226	0
2021-07-27	7761	1	226	0
2021-07-26	7760	3	226	0
2021-07-24	7757	2	226	0
2021-07-23	7755	1	226	0
2021-07-21	7754	2	226	0
2021-07-20	7752	6	226	0
2021-07-17	7746	2	226	0
2021-07-16	7744	1	226	0
2021-07-15	7743	1	226	0
2021-07-14	7742	1	226	0
2021-07-13	7741	3	226	0
2021-07-10	7738	2	226	0
2021-07-09	7736	2	226	0
2021-07-08	7734	2	226	0
2021-07-07	7732	1	226	0
2021-07-05	7731	3	226	0
2021-07-04	7728	1	226	0
2021-07-02	7727	1	226	0
2021-07-01	7726	4	226	0
2021-06-30	7722	2	226	0
2021-06-29	7720	6	226	0
2021-06-27	7714	3	226	0
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2021-06-23	7708	6	226	0
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2021-06-20	7694	2	226	0
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2021-06-16	7682	2	226	0
2021-06-15	7680	6	226	0
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2021-06-10	7660	3	225	0
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2021-06-07	7645	1	225	0
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2021-06-05	7639	1	225	0
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2021-05-29	7602	7	224	0
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2021-05-27	7588	11	224	0
2021-05-26	7577	11	224	0
2021-05-25	7566	5	224	0
2021-05-24	7561	10	224	0
2021-05-23	7551	8	224	0
2021-05-22	7543	10	224	0
2021-05-21	7533	11	224	0
2021-05-20	7522	16	224	0
2021-05-19	7506	40	224	0
2021-05-18	7466	12	224	0
2021-05-17	7454	2	224	0
2021-05-16	7452	14	224	0
2021-05-15	7438	31	224	0
2021-05-14	7407	15	224	0
2021-05-13	7392	33	224	0
2021-05-12	7359	41	224	1
2021-05-11	7318	28	223	0
2021-05-10	7290	8	223	0
2021-05-09	7282	30	223	1
2021-05-08	7252	41	222	0
2021-05-07	7211	36	222	0
2021-05-06	7175	41	222	1
2021-05-05	7134	51	221	1
2021-05-04	7083	48	220	0
2021-05-03	7035	3	220	0
2021-05-02	7032	10	220	1
2021-05-01	7022	43	219	1
2021-04-30	6979	41	218	0
2021-04-29	6938	48	218	3
2021-04-28	6890	76	215	0
2021-04-27	6814	56	215	0
2021-04-26	6758	16	215	0
2021-04-25	6742	41	215	2
2021-04-24	6701	52	213	0
2021-04-23	6649	47	213	0
2021-04-22	6602	57	213	3
2021-04-21	6545	96	210	3
2021-04-20	6449	57	207	1
2021-04-19	6392	34	206	1
2021-04-18	6358	14	205	0
2021-04-17	6344	41	205	0
2021-04-16	6303	35	205	0
2021-04-15	6268	103	205	7
2021-04-14	6165	72	198	1
2021-04-13	6093	56	197	0
2021-04-12	6037	17	197	1
2021-04-11	6020	26	196	0
2021-04-10	5994	29	196	2
2021-04-09	5965	42	194	0
2021-04-08	5923	43	194	2
2021-04-07	5880	41	192	1
2021-04-06	5839	33	191	0
2021-04-05	5806	26	191	0
2021-04-04	5780	7	191	0
2021-04-03	5773	37	191	1
2021-04-02	5736	32	190	0
2021-04-01	5704	20	190	0
2021-03-31	5684	57	190	1
2021-03-30	5627	30	189	1
2021-03-29	5597	32	188	0
2021-03-28	5565	15	188	1
2021-03-27	5550	24	187	2
2021-03-26	5526	44	185	0
2021-03-25	5482	32	185	0
2021-03-24	5450	41	185	0
2021-03-23	5409	22	185	1
2021-03-22	5387	16	184	0
2021-03-21	5371	11	184	1
2021-03-20	5360	30	183	0
2021-03-19	5330	29	183	0
2021-03-18	5301	35	183	0
2021-03-17	5266	37	183	0
2021-03-16	5229	37	183	0
2021-03-15	5192	15	183	0
2021-03-14	5177	12	183	0
2021-03-13	5165	19	183	0
2021-03-12	5146	17	183	0
2021-03-11	5129	47	183	0
2021-03-10	5082	48	183	0
2021-03-09	5034	9	183	0
2021-03-08	5025	4	183	0
2021-03-07	5021	31	183	0
2021-03-06	4990	24	183	1
2021-03-05	4966	14	182	0
2021-03-04	4952	39	182	0
2021-03-03	4913	13	182	0
2021-03-02	4900	23	182	0
2021-03-01	4877	6	182	0
2021-02-28	4871	5	182	0
2021-02-27	4866	13	182	0
2021-02-26	4853	13	182	0
2021-02-25	4840	10	182	0
2021-02-24	4830	28	182	0
2021-02-23	4802	22	182	0
2021-02-22	4780	3	182	0
2021-02-21	4777	7	182	0
2021-02-20	4770	13	182	1
2021-02-19	4757	12	181	0
2021-02-18	4745	18	181	0
2021-02-17	4727	18	181	0
2021-02-16	4709	20	181	0
2021-02-15	4689	4	181	1
2021-02-14	4685	7	180	0
2021-02-13	4678	6	180	0
2021-02-12	4672	9	180	0
2021-02-11	4663	11	180	1
2021-02-10	4652	10	179	0
2021-02-09	4642	9	179	0
2021-02-07	4633	2	179	0
2021-02-06	4631	8	179	0
2021-02-05	4623	12	179	0
2021-02-04	4611	13	179	0
2021-02-03	4598	25	179	0
2021-02-02	4573	21	179	1
2021-02-01	4552	2	178	0
2021-01-31	4550	9	178	0
2021-01-30	4541	10	178	0
2021-01-29	4531	14	178	0
2021-01-28	4517	13	178	0
2021-01-27	4504	43	178	1
2021-01-26	4461	36	177	2
2021-01-25	4425	8	175	0
2021-01-24	4417	10	175	0
2021-01-23	4407	38	175	0
2021-01-22	4369	36	175	1
2021-01-21	4333	27	174	1
2021-01-20	4306	48	173	2
2021-01-19	4258	39	171	1
2021-01-18	4219	14	170	0
2021-01-17	4205	40	170	5
2021-01-16	4165	16	165	1
2021-01-15	4149	33	164	1
2021-01-14	4116	60	163	2
2021-01-13	4056	43	161	0
2021-01-12	4013	49	161	1
2021-01-11	3964	32	160	1
2021-01-10	3932	37	159	10
2021-01-09	3895	33	149	2
2021-01-08	3862	44	147	0
2021-01-07	3818	34	147	1
2021-01-06	3784	53	146	3
2021-01-05	3731	55	143	5
2021-01-04	3676	30	138	1
2021-01-03	3646	19	137	0
2021-01-02	3627	25	137	0
2021-01-01	3602	43	137	14
2020-12-31	3559	51	123	12
2020-12-30	3508	74	111	5
2020-12-29	3434	39	106	3
2020-12-28	3395	21	103	0
2020-12-27	3374	17	103	1
2020-12-26	3357	9	102	0
2020-12-25	3348	81	102	15
2020-12-24	3267	43	87	3
2020-12-23	3224	26	84	0
2020-12-22	3198	15	84	1
2020-12-21	3183	27	83	1
2020-12-20	3156	10	82	0
2020-12-19	3146	28	82	0
2020-12-18	3118	50	82	3
2020-12-17	3068	67	79	2
2020-12-16	3001	48	77	0
2020-12-15	2953	47	77	1
2020-12-14	2906	37	76	1
2020-12-13	2869	42	75	2
2020-12-12	2827	33	73	0
2020-12-11	2794	56	73	1
2020-12-10	2738	55	72	2
2020-12-09	2683	56	70	0
2020-12-08	2627	45	70	1
2020-12-07	2582	59	69	1
2020-12-06	2523	30	68	0
2020-12-05	2493	52	68	1
2020-12-04	2441	77	67	0
2020-12-03	2364	62	67	1
2020-12-02	2302	38	66	0
2020-12-01	2264	53	66	0
2020-11-30	2211	14	66	0
2020-11-29	2197	30	66	0
2020-11-28	2167	33	66	0
2020-11-27	2134	51	66	0
2020-11-26	2083	41	66	2
2020-11-25	2042	43	64	0
2020-11-24	1999	51	64	6
2020-11-23	1948	87	58	4
2020-11-22	1861	33	54	0
2020-11-21	1828	22	54	0
2020-11-20	1806	42	54	0
2020-11-19	1764	43	54	0
2020-11-18	1721	81	54	2
2020-11-17	1640	31	52	0
2020-11-16	1609	30	52	0
2020-11-15	1579	43	52	1
2020-11-14	1536	56	51	0
2020-11-13	1480	42	51	1
2020-11-12	1438	51	50	0
2020-11-11	1387	63	50	2
2020-11-10	1324	37	48	0
2020-11-09	1287	54	48	2
2020-11-08	1233	29	46	1
2020-11-07	1204	46	45	1
2020-11-06	1158	56	44	0
2020-11-05	1102	36	44	0
2020-11-04	1066	42	44	0
2020-11-03	1024	33	44	0
2020-11-02	991	33	44	0
2020-11-01	958	40	44	4
2020-10-31	918	1	40	0
2020-10-30	917	33	40	0
2020-10-29	884	10	40	0
2020-10-28	874	22	40	1
2020-10-27	852	39	39	0
2020-10-26	813	15	39	0
2020-10-25	798	22	39	0
2020-10-24	776	7	39	0
2020-10-23	769	10	39	0
2020-10-22	759	7	39	0
2020-10-21	752	11	39	0
2020-10-20	741	22	39	1
2020-10-19	719	8	38	0
2020-10-18	711	2	38	0
2020-10-17	709	3	38	0
2020-10-16	706	16	38	0
2020-10-15	690	6	38	0
2020-10-14	684	4	38	0
2020-10-13	680	3	38	0
2020-10-12	677	8	38	0
2020-10-11	669	3	38	0
2020-10-10	666	3	38	0
2020-10-09	663	5	38	0
2020-10-08	658	1	38	0
2020-10-07	657	14	38	0
2020-10-06	643	5	38	0
2020-10-05	638	2	38	0
2020-10-04	636	3	38	0
2020-10-03	633	6	38	0
2020-10-02	627	2	38	0
2020-10-01	625	4	38	0
2020-09-30	621	8	38	0
2020-09-29	613	4	38	0
2020-09-28	609	5	38	0
2020-09-27	604	3	38	0
2020-09-26	601	11	38	0
2020-09-25	590	9	38	0
2020-09-24	581	12	38	0
2020-09-23	569	1	38	0
2020-09-22	568	5	38	0
2020-09-21	563	3	38	0
2020-09-20	560	9	38	0
2020-09-19	551	1	38	0
2020-09-18	550	3	38	0
2020-09-17	547	2	38	0
2020-09-16	545	7	38	0
2020-09-15	538	3	38	0
2020-09-14	535	1	38	0
2020-09-13	534	1	38	0
2020-09-11	533	2	38	0
2020-09-09	531	4	38	0
2020-09-08	527	3	38	0
2020-09-07	524	6	38	0
2020-09-05	518	7	38	0
2020-09-04	511	2	38	0
2020-09-03	509	4	38	0
2020-09-02	505	2	38	0
2020-09-01	503	1	38	0
2020-08-31	502	7	38	0
2020-08-29	495	3	38	0
2020-08-28	492	3	38	0
2020-08-27	489	3	38	0
2020-08-26	486	7	38	0
2020-08-25	479	1	38	0
2020-08-24	478	2	38	0
2020-08-22	476	2	38	0
2020-08-21	474	1	38	0
2020-08-20	473	2	38	0
2020-08-19	471	1	38	0
2020-08-18	470	5	38	0
2020-08-17	465	4	38	0
2020-08-16	461	6	38	0
2020-08-15	455	1	38	0
2020-08-14	454	1	38	0
2020-08-13	453	2	38	0
2020-08-11	451	1	38	0
2020-08-10	450	1	38	0
2020-08-09	449	1	38	0
2020-08-07	448	1	38	0
2020-08-05	447	1	38	0
2020-07-31	446	2	38	0
2020-07-25	444	2	38	0
2020-07-22	442	2	38	0
2020-07-21	440	1	38	0
2020-07-20	439	3	38	0
2020-07-18	436	1	38	0
2020-07-17	435	2	38	0
2020-07-13	433	1	38	0
2020-07-05	432	1	38	0
2020-07-04	431	1	38	0
2020-07-03	430	2	38	0
2020-07-01	428	4	38	0
2020-06-30	424	2	38	0
2020-06-29	422	1	38	0
2020-06-28	421	2	38	0
2020-06-25	419	1	38	0
2020-06-23	418	1	38	0
2020-06-22	417	2	38	0
2020-06-19	415	4	38	0
2020-06-18	411	1	38	0
2020-06-11	410	1	38	0
2020-06-09	409	2	38	0
2020-06-08	407	4	38	0
2020-06-07	403	2	38	0
2020-06-04	401	4	38	0
2020-06-03	397	1	38	1
2020-05-28	396	1	37	0
2020-05-26	395	2	37	0
2020-05-25	393	1	37	0
2020-05-22	392	1	37	0
2020-05-20	391	3	37	0
2020-05-18	388	2	37	0
2020-05-13	386	2	37	0
2020-05-12	384	2	37	0
2020-05-11	382	1	37	0
2020-05-10	381	2	37	0
2020-05-07	379	1	37	0
2020-05-06	378	3	37	0
2020-05-05	375	3	37	0
2020-05-04	372	1	37	0
2020-05-02	371	2	37	0
2020-05-01	369	2	37	0
2020-04-30	367	3	37	0
2020-04-29	364	1	37	0
2020-04-28	363	4	37	0
2020-04-27	359	3	37	0
2020-04-26	356	1	37	0
2020-04-25	355	2	37	0
2020-04-24	353	4	37	0
2020-04-23	349	9	37	0
2020-04-22	340	8	37	0
2020-04-21	332	9	37	0
2020-04-20	323	17	37	4
2020-04-19	306	4	33	2
2020-04-18	302	3	31	0
2020-04-17	299	7	31	1
2020-04-16	292	10	30	1
2020-04-15	282	6	29	1
2020-04-14	276	10	28	1
2020-04-12	266	3	27	1
2020-04-11	263	6	26	0
2020-04-10	257	10	26	0
2020-04-09	247	8	26	0
2020-04-08	239	5	26	0
2020-04-07	234	18	26	1
2020-04-06	216	9	25	0
2020-04-05	207	14	25	1
2020-04-04	193	1	24	0
2020-04-03	192	18	24	0
2020-04-02	174	35	24	11
2020-04-01	139	10	13	2
2020-03-31	129	6	11	1
2020-03-30	123	12	10	0
2020-03-29	111	4	10	0
2020-03-28	107	12	10	1
2020-03-27	95	17	9	3
2020-03-26	78	30	6	5
2020-03-25	48	10	1	1
2020-03-24	38	4	0	0
2020-03-23	34	5	0	0
2020-03-21	29	3	0	0
2020-03-20	26	2	0	0
2020-03-19	24	2	0	0
2020-03-18	22	6	0	0
2020-03-17	16	4	0	0
2020-03-16	12	3	0	0
2020-03-15	9	1	0	0
2020-03-14	8	1	0	0
2020-03-13	7	1	0	0
2020-03-10	6	4	0	0
2020-03-09	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: 0:03:13.472487