Germany: SK Schweinfurt (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 11:58:06 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Schweinfurt")
print(f'Population of country="Germany", subregion="SK Schweinfurt": {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 Schweinfurt": 53585 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-05	28902	6	203	0
2023-03-04	28896	3	203	0
2023-03-03	28893	5	203	0
2023-03-02	28888	6	203	0
2023-03-01	28882	6	203	0
2023-02-28	28876	11	203	0
2023-02-27	28865	38	203	0
2023-02-26	28827	4	203	0
2023-02-25	28823	9	203	0
2023-02-24	28814	12	203	0
2023-02-23	28802	10	203	0
2023-02-22	28792	10	203	0
2023-02-21	28782	22	203	0
2023-02-20	28760	15	203	1
2023-02-18	28745	12	202	0
2023-02-17	28733	11	202	1
2023-02-16	28722	13	201	0
2023-02-15	28709	12	201	0
2023-02-14	28697	13	201	0
2023-02-13	28684	24	201	1
2023-02-12	28660	4	200	0
2023-02-11	28656	1	200	0
2023-02-10	28655	9	200	0
2023-02-09	28646	6	200	1
2023-02-08	28640	15	199	0
2023-02-07	28625	10	199	0
2023-02-06	28615	12	199	0
2023-02-05	28603	1	199	0
2023-02-04	28602	6	199	1
2023-02-03	28596	3	198	0
2023-02-02	28593	9	198	1
2023-02-01	28584	7	197	0
2023-01-31	28577	10	197	0
2023-01-30	28567	10	197	0
2023-01-29	28557	2	197	0
2023-01-28	28555	7	197	0
2023-01-27	28548	11	197	0
2023-01-26	28537	14	197	0
2023-01-25	28523	9	197	0
2023-01-24	28514	7	197	1
2023-01-23	28507	8	196	0
2023-01-22	28499	2	196	0
2023-01-21	28497	7	196	0
2023-01-20	28490	2	196	0
2023-01-19	28488	3	196	0
2023-01-18	28485	7	196	0
2023-01-17	28478	2	196	0
2023-01-16	28476	3	196	0
2023-01-15	28473	2	196	0
2023-01-14	28471	2	196	0
2023-01-12	28469	5	196	0
2023-01-11	28464	6	196	0
2023-01-10	28458	7	196	0
2023-01-09	28451	2	196	0
2023-01-07	28449	6	196	0
2023-01-06	28443	6	196	0
2023-01-05	28437	5	196	0
2023-01-04	28432	5	196	0
2023-01-03	28427	14	196	0
2023-01-02	28413	14	196	0
2022-12-31	28399	6	196	0
2022-12-30	28393	10	196	0
2022-12-29	28383	19	196	0
2022-12-28	28364	11	196	0
2022-12-27	28353	18	196	0
2022-12-26	28335	2	196	0
2022-12-25	28333	2	196	1
2022-12-24	28331	10	195	0
2022-12-23	28321	16	195	0
2022-12-22	28305	33	195	0
2022-12-21	28272	31	195	0
2022-12-20	28241	26	195	0
2022-12-19	28215	22	195	2
2022-12-18	28193	1	193	0
2022-12-17	28192	10	193	0
2022-12-16	28182	13	193	0
2022-12-15	28169	10	193	1
2022-12-14	28159	18	192	0
2022-12-13	28141	12	192	0
2022-12-12	28129	12	192	0
2022-12-11	28117	3	192	0
2022-12-10	28114	7	192	0
2022-12-09	28107	7	192	0
2022-12-08	28100	10	192	0
2022-12-07	28090	8	192	0
2022-12-06	28082	15	192	0
2022-12-05	28067	6	192	0
2022-12-04	28061	1	192	0
2022-12-03	28060	8	192	0
2022-12-02	28052	4	192	0
2022-12-01	28048	14	192	0
2022-11-30	28034	13	192	1
2022-11-29	28021	15	191	0
2022-11-28	28006	7	191	0
2022-11-27	27999	3	191	0
2022-11-26	27996	6	191	1
2022-11-25	27990	10	190	1
2022-11-24	27980	10	189	0
2022-11-23	27970	6	189	0
2022-11-22	27964	5	189	0
2022-11-21	27959	13	189	0
2022-11-20	27946	3	189	0
2022-11-19	27943	3	189	0
2022-11-18	27940	12	189	0
2022-11-17	27928	14	189	0
2022-11-16	27914	14	189	0
2022-11-15	27900	12	189	0
2022-11-14	27888	17	189	0
2022-11-13	27871	4	189	0
2022-11-12	27867	11	189	0
2022-11-11	27856	15	189	0
2022-11-10	27841	17	189	0
2022-11-09	27824	17	189	0
2022-11-08	27807	25	189	0
2022-11-07	27782	26	189	0
2022-11-06	27756	3	189	0
2022-11-05	27753	7	189	0
2022-11-04	27746	20	189	1
2022-11-03	27726	32	188	0
2022-11-02	27694	36	188	1
2022-11-01	27658	22	187	0
2022-10-31	27636	25	187	0
2022-10-30	27611	7	187	0
2022-10-29	27604	9	187	1
2022-10-28	27595	24	186	0
2022-10-27	27571	82	186	0
2022-10-26	27489	22	186	0
2022-10-25	27467	49	186	1
2022-10-24	27418	39	185	0
2022-10-23	27379	14	185	1
2022-10-22	27365	30	184	1
2022-10-21	27335	57	183	0
2022-10-20	27278	36	183	1
2022-10-19	27242	55	182	0
2022-10-18	27187	76	182	0
2022-10-17	27111	68	182	1
2022-10-16	27043	25	181	0
2022-10-15	27018	41	181	0
2022-10-14	26977	66	181	1
2022-10-13	26911	71	180	0
2022-10-12	26840	90	180	0
2022-10-11	26750	95	180	4
2022-10-10	26655	70	176	1
2022-10-09	26585	14	175	0
2022-10-08	26571	51	175	0
2022-10-07	26520	47	175	1
2022-10-06	26473	126	174	0
2022-10-05	26347	82	174	0
2022-10-04	26265	114	174	0
2022-10-03	26151	9	174	0
2022-10-02	26142	12	174	0
2022-10-01	26130	43	174	0
2022-09-30	26087	57	174	0
2022-09-29	26030	19	174	0
2022-09-28	26011	76	174	1
2022-09-27	25935	63	173	0
2022-09-26	25872	29	173	1
2022-09-25	25843	9	172	0
2022-09-24	25834	13	172	1
2022-09-23	25821	45	171	0
2022-09-22	25776	41	171	0
2022-09-21	25735	27	171	0
2022-09-20	25708	30	171	0
2022-09-19	25678	23	171	0
2022-09-18	25655	4	171	0
2022-09-17	25651	17	171	0
2022-09-16	25634	21	171	0
2022-09-15	25613	16	171	0
2022-09-14	25597	23	171	0
2022-09-13	25574	39	171	0
2022-09-12	25535	21	171	0
2022-09-11	25514	5	171	0
2022-09-10	25509	9	171	0
2022-09-09	25500	20	171	0
2022-09-08	25480	24	171	0
2022-09-07	25456	37	171	0
2022-09-06	25419	34	171	0
2022-09-05	25385	13	171	0
2022-09-04	25372	3	171	0
2022-09-03	25369	16	171	1
2022-09-02	25353	32	170	0
2022-09-01	25321	24	170	1
2022-08-31	25297	14	169	0
2022-08-30	25283	13	169	0
2022-08-29	25270	24	169	0
2022-08-28	25246	3	169	0
2022-08-27	25243	20	169	0
2022-08-26	25223	11	169	1
2022-08-25	25212	11	168	0
2022-08-24	25201	22	168	0
2022-08-23	25179	19	168	0
2022-08-22	25160	37	168	0
2022-08-21	25123	7	168	0
2022-08-20	25116	6	168	0
2022-08-19	25110	18	168	0
2022-08-18	25092	19	168	0
2022-08-17	25073	41	168	0
2022-08-16	25032	25	168	0
2022-08-15	25007	4	168	0
2022-08-14	25003	8	168	1
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2022-08-07	24833	4	167	0
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2022-08-01	24635	94	167	1
2022-07-31	24541	5	166	0
2022-07-30	24536	25	166	0
2022-07-29	24511	103	166	0
2022-07-28	24408	64	166	2
2022-07-27	24344	87	164	0
2022-07-26	24257	56	164	0
2022-07-25	24201	82	164	2
2022-07-24	24119	16	162	1
2022-07-23	24103	76	161	0
2022-07-22	24027	93	161	0
2022-07-21	23934	67	161	0
2022-07-20	23867	91	161	1
2022-07-19	23776	98	160	1
2022-07-18	23678	88	159	0
2022-07-17	23590	23	159	0
2022-07-16	23567	45	159	0
2022-07-15	23522	80	159	0
2022-07-14	23442	96	159	0
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2022-07-08	23026	84	159	0
2022-07-07	22942	61	159	0
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2022-07-05	22839	86	159	0
2022-07-04	22753	70	159	0
2022-07-03	22683	7	159	0
2022-07-02	22676	27	159	0
2022-07-01	22649	59	159	0
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2021-12-02	5351	54	118	1
2021-12-01	5297	95	117	1
2021-11-30	5202	66	116	0
2021-11-29	5136	11	116	0
2021-11-28	5125	14	116	0
2021-11-27	5111	32	116	0
2021-11-26	5079	41	116	0
2021-11-25	5038	68	116	1
2021-11-24	4970	78	115	2
2021-11-23	4892	49	113	1
2021-11-22	4843	6	112	0
2021-11-21	4837	8	112	0
2021-11-20	4829	65	112	2
2021-11-19	4764	45	110	0
2021-11-18	4719	39	110	0
2021-11-17	4680	51	110	1
2021-11-16	4629	56	109	0
2021-11-15	4573	2	109	0
2021-11-14	4571	4	109	0
2021-11-13	4567	34	109	0
2021-11-12	4533	35	109	1
2021-11-11	4498	48	108	0
2021-11-10	4450	57	108	0
2021-11-09	4393	65	108	0
2021-11-08	4328	5	108	1
2021-11-07	4323	16	107	0
2021-11-06	4307	18	107	0
2021-11-05	4289	30	107	0
2021-11-04	4259	65	107	0
2021-11-03	4194	42	107	0
2021-11-02	4152	11	107	1
2021-11-01	4141	1	106	0
2021-10-31	4140	7	106	0
2021-10-30	4133	20	106	0
2021-10-29	4113	21	106	0
2021-10-28	4092	27	106	2
2021-10-27	4065	36	104	0
2021-10-26	4029	45	104	0
2021-10-25	3984	1	104	0
2021-10-24	3983	7	104	0
2021-10-23	3976	19	104	0
2021-10-22	3957	38	104	1
2021-10-21	3919	15	103	0
2021-10-20	3904	36	103	0
2021-10-19	3868	23	103	0
2021-10-18	3845	9	103	3
2021-10-17	3836	3	100	0
2021-10-16	3833	10	100	0
2021-10-15	3823	20	100	0
2021-10-14	3803	11	100	0
2021-10-13	3792	22	100	0
2021-10-12	3770	5	100	0
2021-10-10	3765	2	100	0
2021-10-09	3763	7	100	0
2021-10-08	3756	9	100	0
2021-10-07	3747	12	100	0
2021-10-06	3735	10	100	0
2021-10-05	3725	22	100	0
2021-10-04	3703	1	100	0
2021-10-03	3702	3	100	0
2021-10-02	3699	6	100	0
2021-10-01	3693	12	100	1
2021-09-30	3681	24	99	0
2021-09-29	3657	14	99	0
2021-09-28	3643	23	99	0
2021-09-26	3620	7	99	0
2021-09-25	3613	17	99	0
2021-09-24	3596	8	99	0
2021-09-23	3588	17	99	0
2021-09-22	3571	13	99	0
2021-09-21	3558	17	99	0
2021-09-19	3541	14	99	0
2021-09-18	3527	8	99	0
2021-09-17	3519	5	99	0
2021-09-16	3514	18	99	0
2021-09-15	3496	14	99	0
2021-09-14	3482	17	99	0
2021-09-13	3465	3	99	0
2021-09-11	3462	8	99	0
2021-09-10	3454	6	99	0
2021-09-09	3448	12	99	0
2021-09-08	3436	20	99	0
2021-09-07	3416	14	99	0
2021-09-05	3402	10	99	0
2021-09-04	3392	5	99	0
2021-09-03	3387	10	99	0
2021-09-02	3377	8	99	0
2021-09-01	3369	22	99	1
2021-08-31	3347	13	98	0
2021-08-30	3334	2	98	0
2021-08-29	3332	2	98	0
2021-08-28	3330	32	98	0
2021-08-27	3298	16	98	0
2021-08-26	3282	9	98	0
2021-08-25	3273	17	98	0
2021-08-24	3256	15	98	0
2021-08-23	3241	1	98	1
2021-08-22	3240	14	97	0
2021-08-21	3226	7	97	0
2021-08-20	3219	10	97	0
2021-08-19	3209	7	97	0
2021-08-18	3202	5	97	0
2021-08-17	3197	10	97	0
2021-08-16	3187	2	97	0
2021-08-15	3185	3	97	0
2021-08-14	3182	3	97	0
2021-08-13	3179	4	97	0
2021-08-12	3175	5	97	0
2021-08-11	3170	4	97	0
2021-08-10	3166	3	97	0
2021-08-09	3163	1	97	0
2021-08-07	3162	4	97	0
2021-07-29	3158	1	97	0
2021-07-28	3157	1	97	0
2021-07-27	3156	2	97	0
2021-07-26	3154	1	97	1
2021-07-24	3153	1	96	0
2021-07-23	3152	1	96	0
2021-07-22	3151	1	96	0
2021-07-21	3150	3	96	0
2021-07-20	3147	3	96	0
2021-07-17	3144	3	96	0
2021-07-14	3141	1	96	0
2021-07-13	3140	1	96	0
2021-07-11	3139	2	96	0
2021-07-10	3137	2	96	0
2021-07-09	3135	1	96	1
2021-07-07	3134	1	95	0
2021-07-06	3133	2	95	0
2021-07-03	3131	3	95	0
2021-07-02	3128	1	95	0
2021-06-30	3127	1	95	0
2021-06-29	3126	1	95	0
2021-06-26	3125	2	95	0
2021-06-25	3123	1	95	1
2021-06-24	3122	5	94	0
2021-06-22	3117	2	94	0
2021-06-21	3115	2	94	0
2021-06-19	3113	1	94	0
2021-06-18	3112	4	94	0
2021-06-17	3108	2	94	0
2021-06-16	3106	4	94	0
2021-06-15	3102	10	94	0
2021-06-14	3092	1	94	0
2021-06-12	3091	10	94	0
2021-06-11	3081	1	94	0
2021-06-10	3080	5	94	0
2021-06-09	3075	18	94	0
2021-06-08	3057	8	94	0
2021-06-07	3049	3	94	0
2021-06-06	3046	2	94	0
2021-06-05	3044	4	94	0
2021-06-03	3040	2	94	0
2021-06-02	3038	3	94	0
2021-06-01	3035	11	94	0
2021-05-31	3024	1	94	0
2021-05-29	3023	12	94	0
2021-05-28	3011	8	94	0
2021-05-27	3003	7	94	0
2021-05-26	2996	20	94	0
2021-05-23	2976	4	94	0
2021-05-22	2972	7	94	0
2021-05-21	2965	7	94	0
2021-05-20	2958	7	94	0
2021-05-19	2951	21	94	0
2021-05-18	2930	20	94	1
2021-05-17	2910	4	93	0
2021-05-16	2906	5	93	0
2021-05-15	2901	21	93	0
2021-05-14	2880	4	93	1
2021-05-13	2876	29	92	1
2021-05-12	2847	20	91	0
2021-05-11	2827	31	91	0
2021-05-10	2796	4	91	0
2021-05-09	2792	8	91	3
2021-05-08	2784	15	88	1
2021-05-07	2769	22	87	0
2021-05-06	2747	26	87	1
2021-05-05	2721	39	86	0
2021-05-04	2682	21	86	0
2021-05-03	2661	2	86	1
2021-05-02	2659	8	85	1
2021-05-01	2651	11	84	0
2021-04-30	2640	32	84	4
2021-04-29	2608	38	80	1
2021-04-28	2570	48	79	1
2021-04-27	2522	30	78	1
2021-04-26	2492	1	77	0
2021-04-25	2491	9	77	0
2021-04-24	2482	32	77	0
2021-04-23	2450	12	77	0
2021-04-22	2438	34	77	1
2021-04-21	2404	38	76	0
2021-04-20	2366	33	76	0
2021-04-19	2333	13	76	3
2021-04-18	2320	18	73	0
2021-04-17	2302	21	73	0
2021-04-16	2281	36	73	1
2021-04-15	2245	24	72	0
2021-04-14	2221	27	72	0
2021-04-13	2194	18	72	0
2021-04-12	2176	5	72	0
2021-04-11	2171	9	72	0
2021-04-10	2162	28	72	0
2021-04-09	2134	33	72	0
2021-04-08	2101	24	72	1
2021-04-07	2077	25	71	0
2021-04-06	2052	9	71	0
2021-04-05	2043	3	71	1
2021-04-04	2040	23	70	0
2021-04-03	2017	5	70	1
2021-04-02	2012	22	69	1
2021-04-01	1990	24	68	0
2021-03-31	1966	2	68	0
2021-03-30	1964	17	68	0
2021-03-29	1947	5	68	0
2021-03-28	1942	5	68	0
2021-03-27	1937	14	68	0
2021-03-26	1923	26	68	1
2021-03-25	1897	38	67	0
2021-03-24	1859	25	67	0
2021-03-23	1834	27	67	1
2021-03-22	1807	2	66	0
2021-03-21	1805	8	66	0
2021-03-20	1797	13	66	0
2021-03-19	1784	25	66	0
2021-03-18	1759	25	66	0
2021-03-17	1734	26	66	0
2021-03-16	1708	24	66	0
2021-03-15	1684	1	66	0
2021-03-14	1683	5	66	0
2021-03-13	1678	13	66	0
2021-03-12	1665	12	66	1
2021-03-11	1653	15	65	0
2021-03-10	1638	15	65	1
2021-03-09	1623	5	64	0
2021-03-06	1618	8	64	0
2021-03-05	1610	7	64	0
2021-03-04	1603	7	64	0
2021-03-03	1596	9	64	0
2021-03-02	1587	6	64	0
2021-02-28	1581	1	64	0
2021-02-27	1580	3	64	0
2021-02-26	1577	3	64	0
2021-02-25	1574	3	64	1
2021-02-24	1571	4	63	0
2021-02-20	1567	2	63	0
2021-02-19	1565	3	63	0
2021-02-18	1562	1	63	0
2021-02-16	1561	2	63	0
2021-02-15	1559	1	63	0
2021-02-10	1558	1	63	0
2021-02-09	1557	1	63	0
2021-02-07	1556	1	63	0
2021-02-06	1555	5	63	0
2021-02-05	1550	4	63	0
2021-02-04	1546	7	63	0
2021-02-03	1539	3	63	0
2021-02-02	1536	10	63	1
2021-01-31	1526	1	62	0
2021-01-30	1525	10	62	1
2021-01-29	1515	10	61	0
2021-01-28	1505	13	61	0
2021-01-27	1492	6	61	0
2021-01-26	1486	4	61	1
2021-01-24	1482	3	60	0
2021-01-23	1479	10	60	5
2021-01-22	1469	7	55	1
2021-01-20	1462	7	54	0
2021-01-19	1455	21	54	0
2021-01-17	1434	4	54	0
2021-01-16	1430	8	54	2
2021-01-15	1422	6	52	0
2021-01-14	1416	18	52	6
2021-01-13	1398	14	46	0
2021-01-12	1384	2	46	1
2021-01-11	1382	3	45	0
2021-01-10	1379	15	45	1
2021-01-09	1364	8	44	0
2021-01-08	1356	7	44	0
2021-01-07	1349	11	44	1
2021-01-06	1338	12	43	0
2021-01-05	1326	14	43	0
2021-01-04	1312	7	43	0
2021-01-03	1305	3	43	0
2021-01-02	1302	7	43	1
2020-12-31	1295	6	42	0
2020-12-30	1289	10	42	0
2020-12-29	1279	26	42	2
2020-12-28	1253	11	40	0
2020-12-27	1242	1	40	0
2020-12-26	1241	1	40	0
2020-12-25	1240	12	40	0
2020-12-24	1228	20	40	2
2020-12-23	1208	21	38	0
2020-12-22	1187	13	38	0
2020-12-21	1174	3	38	1
2020-12-20	1171	7	37	0
2020-12-19	1164	3	37	0
2020-12-18	1161	6	37	1
2020-12-17	1155	12	36	0
2020-12-16	1143	11	36	0
2020-12-15	1132	16	36	0
2020-12-14	1116	5	36	0
2020-12-13	1111	4	36	0
2020-12-12	1107	11	36	0
2020-12-11	1096	17	36	1
2020-12-10	1079	14	35	0
2020-12-09	1065	17	35	1
2020-12-08	1048	15	34	1
2020-12-07	1033	4	33	0
2020-12-06	1029	1	33	0
2020-12-05	1028	22	33	0
2020-12-04	1006	9	33	0
2020-12-03	997	11	33	0
2020-12-02	986	13	33	1
2020-12-01	973	17	32	0
2020-11-30	956	5	32	0
2020-11-29	951	5	32	0
2020-11-28	946	8	32	0
2020-11-27	938	9	32	0
2020-11-26	929	11	32	0
2020-11-25	918	20	32	1
2020-11-24	898	10	31	1
2020-11-23	888	4	30	1
2020-11-22	884	14	29	0
2020-11-21	870	25	29	0
2020-11-20	845	27	29	0
2020-11-19	818	21	29	1
2020-11-18	797	10	28	0
2020-11-17	787	6	28	0
2020-11-16	781	5	28	0
2020-11-15	776	4	28	0
2020-11-14	772	8	28	0
2020-11-13	764	25	28	0
2020-11-12	739	19	28	0
2020-11-11	720	11	28	0
2020-11-10	709	14	28	1
2020-11-09	695	5	27	1
2020-11-08	690	8	26	0
2020-11-07	682	13	26	0
2020-11-06	669	24	26	1
2020-11-05	645	27	25	0
2020-11-04	618	24	25	0
2020-11-03	594	16	25	0
2020-11-02	578	14	25	0
2020-11-01	564	4	25	0
2020-10-31	560	18	25	0
2020-10-30	542	24	25	3
2020-10-29	518	13	22	0
2020-10-28	505	30	22	1
2020-10-27	475	17	21	0
2020-10-26	458	4	21	0
2020-10-25	454	19	21	0
2020-10-24	435	26	21	1
2020-10-23	409	7	20	1
2020-10-22	402	17	19	0
2020-10-21	385	7	19	0
2020-10-20	378	14	19	0
2020-10-19	364	7	19	0
2020-10-18	357	3	19	0
2020-10-17	354	5	19	0
2020-10-16	349	10	19	0
2020-10-15	339	14	19	0
2020-10-14	325	13	19	0
2020-10-13	312	5	19	0
2020-10-12	307	2	19	0
2020-10-10	305	5	19	0
2020-10-09	300	8	19	0
2020-10-08	292	3	19	0
2020-10-07	289	11	19	2
2020-10-06	278	1	17	0
2020-10-05	277	4	17	0
2020-10-02	273	4	17	0
2020-10-01	269	4	17	0
2020-09-30	265	4	17	0
2020-09-29	261	6	17	0
2020-09-28	255	3	17	0
2020-09-25	252	1	17	0
2020-09-24	251	2	17	0
2020-09-23	249	3	17	0
2020-09-21	246	3	17	0
2020-09-16	243	2	17	0
2020-09-15	241	4	17	0
2020-09-11	237	1	17	0
2020-09-09	236	1	17	0
2020-09-07	235	4	17	0
2020-09-04	231	2	17	0
2020-09-03	229	3	17	0
2020-08-31	226	1	17	0
2020-08-28	225	1	17	0
2020-08-27	224	1	17	0
2020-08-26	223	1	17	0
2020-08-24	222	2	17	0
2020-08-19	220	1	17	0
2020-08-17	219	5	17	0
2020-08-06	214	1	17	0
2020-08-05	213	1	17	0
2020-07-30	212	1	17	0
2020-07-29	211	2	17	0
2020-07-25	209	1	17	0
2020-07-16	208	1	17	0
2020-07-04	207	2	17	0
2020-07-02	205	1	17	0
2020-06-29	204	1	17	0
2020-06-26	203	4	17	0
2020-06-25	199	1	17	0
2020-06-20	198	1	17	0
2020-06-17	197	1	17	0
2020-05-28	196	2	17	0
2020-05-27	194	1	17	0
2020-05-20	193	1	17	0
2020-05-10	192	1	17	0
2020-05-06	191	1	17	0
2020-05-05	190	1	17	0
2020-05-02	189	1	17	0
2020-04-30	188	3	17	0
2020-04-29	185	4	17	0
2020-04-28	181	4	17	0
2020-04-25	177	5	17	0
2020-04-24	172	1	17	0
2020-04-23	171	8	17	0
2020-04-22	163	7	17	0
2020-04-21	156	4	17	0
2020-04-20	152	1	17	0
2020-04-19	151	2	17	0
2020-04-18	149	3	17	0
2020-04-17	146	2	17	0
2020-04-16	144	6	17	0
2020-04-15	138	1	17	0
2020-04-14	137	4	17	0
2020-04-13	133	2	17	0
2020-04-12	131	2	17	0
2020-04-11	129	7	17	0
2020-04-10	122	7	17	0
2020-04-09	115	9	17	0
2020-04-08	106	7	17	1
2020-04-07	99	3	16	1
2020-04-06	96	2	15	0
2020-04-05	94	10	15	1
2020-04-04	84	8	14	1
2020-04-03	76	6	13	2
2020-04-02	70	7	11	0
2020-04-01	63	6	11	0
2020-03-31	57	1	11	1
2020-03-30	56	2	10	0
2020-03-28	54	26	10	6
2020-03-27	28	9	4	1
2020-03-26	19	4	3	2
2020-03-25	15	3	1	0
2020-03-24	12	1	1	0
2020-03-23	11	4	1	1
2020-03-22	7	3	0	0
2020-03-19	4	2	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: 0:04:08.985782