Germany: SK Offenbach (Hessen)

• 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 12:51:53 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Offenbach")
print(f'Population of country="Germany", subregion="SK Offenbach": {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 Offenbach": 131295 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	60479	10	338	0
2023-03-03	60469	6	338	0
2023-03-02	60463	6	338	0
2023-03-01	60457	22	338	0
2023-02-28	60435	32	338	1
2023-02-27	60403	52	337	0
2023-02-24	60351	29	337	1
2023-02-23	60322	27	336	0
2023-02-22	60295	26	336	1
2023-02-21	60269	75	335	0
2023-02-20	60194	43	335	0
2023-02-17	60151	20	335	1
2023-02-16	60131	27	334	0
2023-02-15	60104	29	334	0
2023-02-14	60075	29	334	0
2023-02-13	60046	46	334	1
2023-02-10	60000	16	333	0
2023-02-09	59984	27	333	0
2023-02-08	59957	27	333	0
2023-02-07	59930	29	333	0
2023-02-06	59901	54	333	0
2023-02-03	59847	29	333	0
2023-02-02	59818	28	333	0
2023-02-01	59790	19	333	0
2023-01-31	59771	22	333	0
2023-01-30	59749	40	333	0
2023-01-27	59709	16	333	0
2023-01-26	59693	13	333	0
2023-01-25	59680	27	333	0
2023-01-24	59653	28	333	0
2023-01-23	59625	24	333	0
2023-01-20	59601	19	333	0
2023-01-19	59582	11	333	0
2023-01-18	59571	22	333	0
2023-01-17	59549	21	333	0
2023-01-16	59528	26	333	0
2023-01-13	59502	16	333	1
2023-01-12	59486	11	332	0
2023-01-11	59475	19	332	0
2023-01-10	59456	34	332	0
2023-01-09	59422	39	332	1
2023-01-06	59383	32	331	0
2023-01-05	59351	14	331	0
2023-01-04	59337	18	331	2
2023-01-03	59319	43	329	0
2023-01-02	59276	79	329	0
2022-12-30	59197	12	329	0
2022-12-29	59185	37	329	0
2022-12-28	59148	18	329	0
2022-12-27	59130	73	329	0
2022-12-23	59057	59	329	0
2022-12-22	58998	28	329	0
2022-12-21	58970	51	329	0
2022-12-20	58919	34	329	0
2022-12-19	58885	62	329	0
2022-12-16	58823	47	329	1
2022-12-15	58776	20	328	0
2022-12-14	58756	35	328	0
2022-12-13	58721	17	328	0
2022-12-12	58704	58	328	0
2022-12-09	58646	24	328	0
2022-12-08	58622	35	328	0
2022-12-07	58587	25	328	0
2022-12-06	58562	36	328	0
2022-12-05	58526	59	328	1
2022-12-02	58467	21	327	1
2022-12-01	58446	28	326	0
2022-11-30	58418	24	326	1
2022-11-29	58394	38	325	0
2022-11-28	58356	52	325	0
2022-11-25	58304	42	325	1
2022-11-24	58262	26	324	0
2022-11-23	58236	56	324	0
2022-11-22	58180	39	324	0
2022-11-21	58141	60	324	1
2022-11-18	58081	43	323	0
2022-11-17	58038	43	323	1
2022-11-16	57995	49	322	0
2022-11-15	57946	45	322	0
2022-11-14	57901	61	322	0
2022-11-11	57840	53	322	0
2022-11-10	57787	79	322	0
2022-11-09	57708	48	322	0
2022-11-08	57660	41	322	0
2022-11-07	57619	73	322	0
2022-11-04	57546	24	322	0
2022-11-03	57522	35	322	0
2022-11-02	57487	39	322	0
2022-11-01	57448	61	322	0
2022-10-31	57387	95	322	0
2022-10-28	57292	67	322	0
2022-10-27	57225	72	322	0
2022-10-26	57153	69	322	0
2022-10-25	57084	107	322	1
2022-10-24	56977	152	321	2
2022-10-21	56825	73	319	0
2022-10-20	56752	103	319	1
2022-10-19	56649	152	318	0
2022-10-18	56497	174	318	0
2022-10-17	56323	259	318	1
2022-10-14	56064	96	317	0
2022-10-13	55968	114	317	0
2022-10-12	55854	137	317	2
2022-10-11	55717	224	315	1
2022-10-10	55493	226	314	0
2022-10-07	55267	138	314	1
2022-10-06	55129	151	313	0
2022-10-05	54978	161	313	1
2022-10-04	54817	211	312	1
2022-09-30	54606	71	311	0
2022-09-29	54535	80	311	0
2022-09-28	54455	69	311	1
2022-09-27	54386	96	310	0
2022-09-26	54290	125	310	0
2022-09-23	54165	76	310	1
2022-09-22	54089	54	309	0
2022-09-21	54035	63	309	0
2022-09-20	53972	63	309	0
2022-09-19	53909	96	309	0
2022-09-16	53813	45	309	0
2022-09-15	53768	49	309	0
2022-09-14	53719	62	309	0
2022-09-13	53657	43	309	0
2022-09-12	53614	87	309	0
2022-09-09	53527	43	309	0
2022-09-08	53484	56	309	0
2022-09-07	53428	58	309	0
2022-09-06	53370	59	309	1
2022-09-05	53311	91	308	0
2022-09-02	53220	34	308	0
2022-09-01	53186	48	308	0
2022-08-31	53138	42	308	1
2022-08-30	53096	48	307	1
2022-08-29	53048	122	306	1
2022-08-26	52926	46	305	0
2022-08-25	52880	47	305	1
2022-08-24	52833	47	304	0
2022-08-23	52786	68	304	1
2022-08-22	52718	126	303	2
2022-08-19	52592	45	301	0
2022-08-18	52547	49	301	0
2022-08-17	52498	61	301	0
2022-08-16	52437	98	301	0
2022-08-15	52339	157	301	0
2022-08-12	52182	58	301	0
2022-08-11	52124	68	301	0
2022-08-10	52056	83	301	0
2022-08-09	51973	89	301	0
2022-08-08	51884	196	301	2
2022-08-05	51688	75	299	1
2022-08-04	51613	123	298	4
2022-08-03	51490	102	294	0
2022-08-02	51388	153	294	1
2022-08-01	51235	215	293	2
2022-07-29	51020	128	291	0
2022-07-28	50892	162	291	0
2022-07-27	50730	137	291	0
2022-07-26	50593	118	291	0
2022-07-25	50475	271	291	2
2022-07-22	50204	157	289	0
2022-07-21	50047	165	289	0
2022-07-20	49882	208	289	1
2022-07-19	49674	238	288	0
2022-07-18	49436	343	288	0
2022-07-15	49093	232	288	2
2022-07-14	48861	224	286	0
2022-07-13	48637	219	286	0
2022-07-12	48418	256	286	1
2022-07-11	48162	370	285	0
2022-07-08	47792	139	285	0
2022-07-07	47653	152	285	0
2022-07-06	47501	219	285	0
2022-07-05	47282	195	285	0
2022-07-04	47087	327	285	0
2022-07-01	46760	172	285	0
2022-06-30	46588	137	285	1
2022-06-29	46451	194	284	1
2022-06-28	46257	156	283	0
2022-06-27	46101	306	283	0
2022-06-24	45795	118	283	0
2022-06-23	45677	154	283	1
2022-06-22	45523	152	282	0
2022-06-21	45371	146	282	0
2022-06-20	45225	211	282	0
2022-06-17	45014	123	282	0
2022-06-15	44891	85	282	0
2022-06-14	44806	116	282	0
2022-06-13	44690	333	282	0
2022-06-12	44357	1	282	0
2022-06-10	44356	2	282	0
2022-06-09	44354	60	282	0
2022-06-08	44294	106	282	0
2022-06-07	44188	178	282	2
2022-06-03	44010	37	280	0
2022-06-02	43973	48	280	0
2022-06-01	43925	66	280	0
2022-05-31	43859	79	280	0
2022-05-30	43780	93	280	1
2022-05-28	43687	28	279	0
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2022-05-21	43405	38	279	0
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2022-05-19	43307	40	279	0
2022-05-18	43267	74	279	1
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2022-05-07	42559	81	277	0
2022-05-06	42478	79	277	0
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2022-05-04	42312	99	277	0
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2022-04-27	41752	107	276	0
2022-04-26	41645	135	276	1
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2021-09-11	10450	23	196	0
2021-09-10	10427	47	196	0
2021-09-09	10380	50	196	0
2021-09-08	10330	72	196	2
2021-09-07	10258	50	194	0
2021-09-06	10208	41	194	1
2021-09-05	10167	7	193	0
2021-09-04	10160	61	193	1
2021-09-03	10099	57	192	0
2021-09-02	10042	35	192	1
2021-09-01	10007	74	191	0
2021-08-31	9933	58	191	0
2021-08-30	9875	47	191	0
2021-08-29	9828	6	191	0
2021-08-28	9822	17	191	0
2021-08-27	9805	25	191	0
2021-08-26	9780	38	191	0
2021-08-25	9742	31	191	0
2021-08-24	9711	35	191	1
2021-08-23	9676	23	190	0
2021-08-22	9653	4	190	0
2021-08-21	9649	10	190	0
2021-08-20	9639	30	190	0
2021-08-19	9609	19	190	0
2021-08-18	9590	19	190	0
2021-08-17	9571	28	190	0
2021-08-16	9543	19	190	0
2021-08-15	9524	1	190	0
2021-08-14	9523	14	190	0
2021-08-13	9509	13	190	0
2021-08-12	9496	18	190	0
2021-08-11	9478	19	190	0
2021-08-10	9459	33	190	0
2021-08-09	9426	8	190	0
2021-08-08	9418	5	190	0
2021-08-07	9413	4	190	0
2021-08-06	9409	6	190	1
2021-08-05	9403	7	189	0
2021-08-04	9396	3	189	0
2021-08-03	9393	13	189	0
2021-08-02	9380	4	189	0
2021-08-01	9376	1	189	0
2021-07-31	9375	3	189	0
2021-07-30	9372	3	189	0
2021-07-29	9369	4	189	0
2021-07-28	9365	2	189	0
2021-07-27	9363	3	189	0
2021-07-26	9360	12	189	0
2021-07-25	9348	3	189	0
2021-07-24	9345	2	189	0
2021-07-23	9343	2	189	0
2021-07-22	9341	9	189	0
2021-07-21	9332	12	189	0
2021-07-20	9320	6	189	0
2021-07-19	9314	6	189	0
2021-07-17	9308	3	189	0
2021-07-16	9305	1	189	0
2021-07-15	9304	13	189	0
2021-07-14	9291	3	189	0
2021-07-13	9288	1	189	0
2021-07-12	9287	3	189	0
2021-07-11	9284	1	189	0
2021-07-10	9283	1	189	0
2021-07-09	9282	3	189	0
2021-07-08	9279	2	189	0
2021-07-07	9277	2	189	0
2021-07-06	9275	2	189	0
2021-07-05	9273	4	189	0
2021-07-03	9269	4	189	0
2021-07-02	9265	3	189	0
2021-07-01	9262	3	189	0
2021-06-30	9259	13	189	0
2021-06-29	9246	1	189	0
2021-06-28	9245	4	189	0
2021-06-25	9241	2	189	0
2021-06-24	9239	1	189	0
2021-06-23	9238	3	189	0
2021-06-21	9235	3	189	0
2021-06-18	9232	3	189	0
2021-06-17	9229	2	189	0
2021-06-16	9227	2	189	0
2021-06-15	9225	1	189	0
2021-06-14	9224	4	189	0
2021-06-13	9220	4	189	0
2021-06-12	9216	2	189	0
2021-06-11	9214	2	189	0
2021-06-10	9212	5	189	0
2021-06-09	9207	5	189	1
2021-06-08	9202	6	188	0
2021-06-07	9196	3	188	0
2021-06-06	9193	3	188	0
2021-06-05	9190	1	188	0
2021-06-04	9189	2	188	0
2021-06-03	9187	10	188	0
2021-06-02	9177	3	188	0
2021-06-01	9174	11	188	0
2021-05-31	9163	5	188	0
2021-05-30	9158	1	188	0
2021-05-29	9157	9	188	0
2021-05-28	9148	8	188	0
2021-05-27	9140	13	188	0
2021-05-26	9127	38	188	2
2021-05-25	9089	5	186	0
2021-05-24	9084	3	186	0
2021-05-23	9081	2	186	0
2021-05-22	9079	13	186	0
2021-05-21	9066	30	186	0
2021-05-20	9036	20	186	0
2021-05-19	9016	21	186	0
2021-05-18	8995	36	186	0
2021-05-17	8959	11	186	0
2021-05-16	8948	3	186	0
2021-05-15	8945	20	186	0
2021-05-14	8925	29	186	1
2021-05-13	8896	7	185	0
2021-05-12	8889	18	185	0
2021-05-11	8871	50	185	0
2021-05-10	8821	24	185	0
2021-05-09	8797	6	185	0
2021-05-08	8791	29	185	1
2021-05-07	8762	44	184	0
2021-05-06	8718	43	184	0
2021-05-05	8675	49	184	1
2021-05-04	8626	78	183	2
2021-05-03	8548	31	181	1
2021-05-02	8517	12	180	0
2021-05-01	8505	50	180	0
2021-04-30	8455	62	180	1
2021-04-29	8393	62	179	0
2021-04-28	8331	60	179	0
2021-04-27	8271	69	179	0
2021-04-26	8202	43	179	1
2021-04-25	8159	48	178	0
2021-04-24	8111	39	178	0
2021-04-23	8072	66	178	1
2021-04-22	8006	55	177	0
2021-04-21	7951	68	177	0
2021-04-20	7883	103	177	0
2021-04-19	7780	43	177	2
2021-04-18	7737	37	175	0
2021-04-17	7700	52	175	1
2021-04-16	7648	62	174	1
2021-04-15	7586	61	173	2
2021-04-14	7525	56	171	0
2021-04-13	7469	79	171	0
2021-04-12	7390	29	171	0
2021-04-11	7361	21	171	0
2021-04-10	7340	53	171	0
2021-04-09	7287	58	171	1
2021-04-08	7229	60	170	1
2021-04-07	7169	79	169	1
2021-04-06	7090	28	168	0
2021-04-05	7062	32	168	0
2021-04-04	7030	22	168	0
2021-04-03	7008	28	168	0
2021-04-02	6980	60	168	1
2021-04-01	6920	75	167	0
2021-03-31	6845	67	167	1
2021-03-30	6778	67	166	0
2021-03-29	6711	61	166	0
2021-03-28	6650	6	166	0
2021-03-27	6644	58	166	1
2021-03-26	6586	59	165	0
2021-03-25	6527	67	165	1
2021-03-24	6460	51	164	2
2021-03-23	6409	61	162	0
2021-03-22	6348	19	162	0
2021-03-21	6329	11	162	0
2021-03-20	6318	39	162	1
2021-03-19	6279	50	161	0
2021-03-18	6229	51	161	0
2021-03-17	6178	54	161	0
2021-03-16	6124	45	161	1
2021-03-15	6079	17	160	0
2021-03-14	6062	8	160	0
2021-03-13	6054	34	160	0
2021-03-12	6020	59	160	2
2021-03-11	5961	35	158	4
2021-03-10	5926	33	154	0
2021-03-09	5893	61	154	0
2021-03-08	5832	12	154	3
2021-03-07	5820	5	151	0
2021-03-06	5815	14	151	0
2021-03-05	5801	35	151	0
2021-03-04	5766	22	151	2
2021-03-03	5744	24	149	0
2021-03-02	5720	40	149	1
2021-03-01	5680	10	148	0
2021-02-28	5670	2	148	1
2021-02-27	5668	16	147	0
2021-02-26	5652	30	147	0
2021-02-25	5622	16	147	0
2021-02-24	5606	19	147	0
2021-02-23	5587	31	147	1
2021-02-22	5556	11	146	0
2021-02-21	5545	3	146	0
2021-02-20	5542	9	146	0
2021-02-19	5533	18	146	0
2021-02-18	5515	12	146	0
2021-02-17	5503	18	146	0
2021-02-16	5485	17	146	1
2021-02-15	5468	8	145	0
2021-02-14	5460	11	145	1
2021-02-13	5449	3	144	0
2021-02-12	5446	22	144	0
2021-02-11	5424	17	144	0
2021-02-10	5407	16	144	1
2021-02-09	5391	22	143	0
2021-02-08	5369	7	143	0
2021-02-07	5362	6	143	0
2021-02-06	5356	5	143	0
2021-02-05	5351	15	143	0
2021-02-04	5336	9	143	0
2021-02-03	5327	14	143	0
2021-02-02	5313	23	143	0
2021-02-01	5290	12	143	0
2021-01-31	5278	3	143	1
2021-01-30	5275	8	142	0
2021-01-29	5267	16	142	0
2021-01-28	5251	23	142	0
2021-01-27	5228	14	142	0
2021-01-26	5214	25	142	0
2021-01-25	5189	9	142	2
2021-01-24	5180	7	140	0
2021-01-23	5173	10	140	0
2021-01-22	5163	32	140	2
2021-01-21	5131	21	138	0
2021-01-20	5110	30	138	0
2021-01-19	5080	39	138	2
2021-01-18	5041	24	136	1
2021-01-17	5017	4	135	1
2021-01-16	5013	33	134	1
2021-01-15	4980	68	133	4
2021-01-14	4912	29	129	1
2021-01-13	4883	45	128	2
2021-01-12	4838	46	126	0
2021-01-11	4792	23	126	0
2021-01-10	4769	6	126	0
2021-01-09	4763	26	126	1
2021-01-08	4737	58	125	5
2021-01-07	4679	20	120	1
2021-01-06	4659	49	119	5
2021-01-05	4610	62	114	5
2021-01-04	4548	29	109	2
2021-01-03	4519	19	107	2
2021-01-02	4500	3	105	0
2021-01-01	4497	8	105	0
2020-12-31	4489	31	105	0
2020-12-30	4458	61	105	3
2020-12-29	4397	65	102	3
2020-12-28	4332	7	99	0
2020-12-27	4325	16	99	2
2020-12-26	4309	6	97	3
2020-12-25	4303	7	94	1
2020-12-24	4296	32	93	0
2020-12-23	4264	82	93	6
2020-12-22	4182	72	87	4
2020-12-21	4110	31	83	0
2020-12-20	4079	12	83	0
2020-12-19	4067	42	83	0
2020-12-18	4025	58	83	1
2020-12-17	3967	49	82	2
2020-12-16	3918	67	80	6
2020-12-15	3851	53	74	1
2020-12-14	3798	31	73	3
2020-12-13	3767	18	70	0
2020-12-12	3749	43	70	2
2020-12-11	3706	29	68	1
2020-12-10	3677	58	67	2
2020-12-09	3619	77	65	3
2020-12-08	3542	71	62	4
2020-12-07	3471	35	58	2
2020-12-06	3436	5	56	0
2020-12-05	3431	50	56	3
2020-12-04	3381	62	53	0
2020-12-03	3319	54	53	1
2020-12-02	3265	75	52	2
2020-12-01	3190	84	50	3
2020-11-30	3106	61	47	4
2020-11-29	3045	19	43	0
2020-11-28	3026	46	43	1
2020-11-27	2980	73	42	0
2020-11-26	2907	66	42	1
2020-11-25	2841	50	41	2
2020-11-24	2791	49	39	0
2020-11-23	2742	36	39	0
2020-11-22	2706	10	39	0
2020-11-21	2696	60	39	1
2020-11-20	2636	82	38	0
2020-11-19	2554	73	38	1
2020-11-18	2481	63	37	1
2020-11-17	2418	66	36	0
2020-11-16	2352	54	36	1
2020-11-15	2298	94	35	1
2020-11-14	2204	8	34	0
2020-11-13	2196	69	34	0
2020-11-12	2127	81	34	3
2020-11-11	2046	66	31	0
2020-11-10	1980	65	31	1
2020-11-09	1915	81	30	0
2020-11-08	1834	30	30	1
2020-11-07	1804	73	29	1
2020-11-06	1731	74	28	1
2020-11-05	1657	30	27	0
2020-11-04	1627	67	27	1
2020-11-03	1560	54	26	4
2020-11-02	1506	38	22	0
2020-11-01	1468	29	22	1
2020-10-31	1439	40	21	1
2020-10-30	1399	47	20	0
2020-10-29	1352	64	20	0
2020-10-28	1288	77	20	0
2020-10-27	1211	40	20	0
2020-10-26	1171	50	20	2
2020-10-25	1121	13	18	0
2020-10-24	1108	52	18	1
2020-10-23	1056	41	17	0
2020-10-22	1015	51	17	1
2020-10-21	964	28	16	0
2020-10-20	936	32	16	0
2020-10-19	904	22	16	0
2020-10-18	882	9	16	0
2020-10-17	873	15	16	0
2020-10-16	858	28	16	2
2020-10-15	830	35	14	1
2020-10-14	795	29	13	0
2020-10-13	766	30	13	0
2020-10-12	736	13	13	0
2020-10-11	723	2	13	0
2020-10-10	721	18	13	0
2020-10-09	703	16	13	0
2020-10-08	687	12	13	0
2020-10-07	675	22	13	0
2020-10-06	653	13	13	0
2020-10-05	640	18	13	0
2020-10-04	622	6	13	0
2020-10-03	616	6	13	0
2020-10-02	610	15	13	0
2020-10-01	595	9	13	0
2020-09-30	586	6	13	0
2020-09-29	580	7	13	0
2020-09-28	573	3	13	0
2020-09-27	570	1	13	0
2020-09-26	569	13	13	1
2020-09-25	556	6	12	0
2020-09-24	550	6	12	1
2020-09-23	544	9	11	0
2020-09-22	535	6	11	0
2020-09-18	529	3	11	0
2020-09-17	526	1	11	0
2020-09-16	525	8	11	0
2020-09-15	517	3	11	0
2020-09-14	514	4	11	0
2020-09-13	510	2	11	0
2020-09-12	508	1	11	0
2020-09-11	507	7	11	1
2020-09-10	500	2	10	0
2020-09-09	498	3	10	0
2020-09-08	495	4	10	0
2020-09-07	491	3	10	0
2020-09-06	488	1	10	0
2020-09-05	487	3	10	0
2020-09-04	484	4	10	0
2020-09-03	480	7	10	0
2020-09-02	473	2	10	0
2020-09-01	471	2	10	0
2020-08-31	469	2	10	0
2020-08-30	467	3	10	0
2020-08-29	464	1	10	0
2020-08-28	463	1	10	0
2020-08-27	462	3	10	0
2020-08-26	459	8	10	0
2020-08-25	451	8	10	0
2020-08-24	443	5	10	0
2020-08-23	438	7	10	0
2020-08-22	431	8	10	0
2020-08-21	423	11	10	0
2020-08-20	412	15	10	0
2020-08-19	397	22	10	0
2020-08-18	375	4	10	0
2020-08-17	371	7	10	0
2020-08-16	364	4	10	0
2020-08-15	360	10	10	0
2020-08-14	350	5	10	0
2020-08-13	345	5	10	0
2020-08-12	340	7	10	0
2020-08-11	333	4	10	0
2020-08-10	329	5	10	0
2020-08-09	324	1	10	0
2020-08-08	323	12	10	0
2020-08-07	311	2	10	0
2020-08-06	309	2	10	0
2020-08-05	307	3	10	0
2020-08-04	304	3	10	0
2020-08-03	301	6	10	0
2020-08-01	295	3	10	0
2020-07-31	292	20	10	0
2020-07-30	272	4	10	0
2020-07-29	268	4	10	0
2020-07-28	264	15	10	0
2020-07-25	249	4	10	0
2020-07-24	245	2	10	0
2020-07-23	243	2	10	0
2020-07-22	241	2	10	0
2020-07-21	239	4	10	0
2020-07-20	235	1	10	0
2020-07-17	234	2	10	0
2020-07-16	232	3	10	0
2020-07-15	229	4	10	0
2020-07-14	225	2	10	0
2020-07-13	223	4	10	0
2020-07-10	219	2	10	0
2020-07-09	217	1	10	0
2020-07-08	216	2	10	0
2020-07-07	214	2	10	0
2020-07-05	212	1	10	0
2020-07-04	211	3	10	0
2020-07-03	208	1	10	0
2020-07-02	207	2	10	0
2020-07-01	205	10	10	0
2020-06-29	195	1	10	0
2020-06-27	194	1	10	0
2020-06-26	193	6	10	0
2020-06-25	187	2	10	0
2020-06-24	185	2	10	0
2020-06-23	183	3	10	0
2020-06-22	180	1	10	0
2020-06-20	179	3	10	0
2020-06-19	176	4	10	0
2020-06-18	172	1	10	0
2020-06-17	171	5	10	0
2020-06-16	166	1	10	0
2020-06-10	165	2	10	0
2020-06-09	163	1	10	0
2020-06-08	162	1	10	0
2020-06-03	161	1	10	0
2020-05-29	160	1	10	0
2020-05-27	159	1	10	0
2020-05-26	158	1	10	0
2020-05-23	157	1	10	0
2020-05-22	156	2	10	0
2020-05-21	154	1	10	0
2020-05-20	153	5	10	0
2020-05-19	148	4	10	0
2020-05-18	144	2	10	0
2020-05-15	142	2	10	0
2020-05-14	140	2	10	0
2020-05-13	138	1	10	0
2020-05-12	137	6	10	0
2020-05-10	131	1	10	0
2020-05-09	130	6	10	1
2020-05-08	124	2	9	0
2020-05-07	122	2	9	0
2020-05-06	120	5	9	0
2020-05-05	115	8	9	0
2020-05-03	107	3	9	0
2020-05-02	104	3	9	0
2020-05-01	101	1	9	0
2020-04-30	100	5	9	0
2020-04-29	95	2	9	0
2020-04-28	93	7	9	0
2020-04-27	86	4	9	0
2020-04-25	82	5	9	1
2020-04-24	77	2	8	0
2020-04-23	75	1	8	0
2020-04-22	74	2	8	0
2020-04-19	72	2	8	0
2020-04-18	70	2	8	0
2020-04-17	68	5	8	0
2020-04-16	63	3	8	0
2020-04-15	60	1	8	0
2020-04-14	59	4	8	0
2020-04-11	55	2	8	0
2020-04-10	53	1	8	0
2020-04-09	52	3	8	1
2020-04-08	49	1	7	0
2020-04-07	48	5	7	1
2020-04-06	43	3	6	2
2020-04-05	40	5	4	1
2020-04-04	35	1	3	0
2020-04-03	34	1	3	0
2020-04-01	33	4	3	0
2020-03-31	29	3	3	1
2020-03-29	26	2	2	0
2020-03-28	24	2	2	0
2020-03-27	22	3	2	0
2020-03-26	19	2	2	1
2020-03-25	17	2	1	0
2020-03-24	15	2	1	0
2020-03-23	13	3	1	0
2020-03-22	10	1	1	1
2020-03-21	9	3	0	0
2020-03-19	6	1	0	0
2020-03-17	5	2	0	0
2020-03-16	3	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)
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• 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)

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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: 0:03:11.042977