Germany: SK Kassel (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 13:07:19 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Kassel")
print(f'Population of country="Germany", subregion="SK Kassel": {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 Kassel": 200406 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	79542	33	350	0
2023-03-03	79509	56	350	0
2023-03-02	79453	25	350	0
2023-03-01	79428	24	350	0
2023-02-28	79404	32	350	0
2023-02-27	79372	55	350	0
2023-02-24	79317	17	350	0
2023-02-23	79300	50	350	0
2023-02-22	79250	26	350	0
2023-02-21	79224	40	350	0
2023-02-20	79184	76	350	0
2023-02-17	79108	16	350	0
2023-02-16	79092	33	350	1
2023-02-15	79059	46	349	0
2023-02-14	79013	41	349	0
2023-02-13	78972	39	349	0
2023-02-10	78933	20	349	0
2023-02-09	78913	47	349	0
2023-02-08	78866	39	349	1
2023-02-07	78827	42	348	0
2023-02-06	78785	71	348	1
2023-02-03	78714	30	347	0
2023-02-02	78684	24	347	0
2023-02-01	78660	26	347	0
2023-01-31	78634	43	347	0
2023-01-30	78591	37	347	0
2023-01-27	78554	13	347	0
2023-01-26	78541	16	347	0
2023-01-25	78525	19	347	1
2023-01-24	78506	28	346	0
2023-01-23	78478	37	346	1
2023-01-20	78441	11	345	0
2023-01-19	78430	15	345	1
2023-01-18	78415	26	344	0
2023-01-17	78389	21	344	0
2023-01-16	78368	43	344	0
2023-01-13	78325	26	344	0
2023-01-12	78299	24	344	0
2023-01-11	78275	28	344	0
2023-01-10	78247	49	344	0
2023-01-09	78198	73	344	1
2023-01-08	78125	1	343	0
2023-01-06	78124	34	343	1
2023-01-05	78090	53	342	0
2023-01-04	78037	34	342	0
2023-01-03	78003	63	342	0
2023-01-02	77940	75	342	1
2023-01-01	77865	1	341	1
2022-12-30	77864	36	340	0
2022-12-29	77828	69	340	0
2022-12-28	77759	61	340	0
2022-12-27	77698	159	340	0
2022-12-23	77539	53	340	1
2022-12-22	77486	107	339	0
2022-12-21	77379	72	339	1
2022-12-20	77307	63	338	0
2022-12-19	77244	111	338	0
2022-12-16	77133	33	338	1
2022-12-15	77100	62	337	0
2022-12-14	77038	74	337	0
2022-12-13	76964	81	337	0
2022-12-12	76883	123	337	2
2022-12-09	76760	41	335	0
2022-12-08	76719	40	335	1
2022-12-07	76679	66	334	0
2022-12-06	76613	55	334	1
2022-12-05	76558	103	333	0
2022-12-03	76455	1	333	1
2022-12-02	76454	43	332	1
2022-12-01	76411	52	331	0
2022-11-30	76359	72	331	1
2022-11-29	76287	72	330	1
2022-11-28	76215	109	329	1
2022-11-25	76106	42	328	0
2022-11-24	76064	59	328	0
2022-11-23	76005	71	328	0
2022-11-22	75934	90	328	0
2022-11-21	75844	90	328	0
2022-11-18	75754	61	328	0
2022-11-17	75693	56	328	0
2022-11-16	75637	70	328	0
2022-11-15	75567	74	328	0
2022-11-14	75493	126	328	1
2022-11-11	75367	35	327	0
2022-11-10	75332	69	327	0
2022-11-09	75263	48	327	0
2022-11-08	75215	95	327	0
2022-11-07	75120	107	327	2
2022-11-04	75013	70	325	1
2022-11-03	74943	88	324	0
2022-11-02	74855	140	324	0
2022-11-01	74715	147	324	0
2022-10-31	74568	215	324	0
2022-10-28	74353	176	324	0
2022-10-27	74177	236	324	0
2022-10-26	73941	210	324	0
2022-10-25	73731	247	324	2
2022-10-24	73484	292	322	1
2022-10-21	73192	232	321	1
2022-10-20	72960	284	320	0
2022-10-19	72676	203	320	1
2022-10-18	72473	277	319	0
2022-10-17	72196	207	319	1
2022-10-14	71989	242	318	2
2022-10-13	71747	147	316	1
2022-10-12	71600	191	315	1
2022-10-11	71409	256	314	1
2022-10-10	71153	259	313	1
2022-10-08	70894	1	312	0
2022-10-07	70893	157	312	1
2022-10-06	70736	246	311	0
2022-10-05	70490	234	311	1
2022-10-04	70256	317	310	2
2022-09-30	69939	87	308	0
2022-09-29	69852	138	308	0
2022-09-28	69714	148	308	0
2022-09-27	69566	174	308	0
2022-09-26	69392	192	308	0
2022-09-23	69200	93	308	1
2022-09-22	69107	84	307	0
2022-09-21	69023	114	307	0
2022-09-20	68909	79	307	0
2022-09-19	68830	119	307	0
2022-09-16	68711	82	307	0
2022-09-15	68629	106	307	0
2022-09-14	68523	75	307	0
2022-09-13	68448	104	307	0
2022-09-12	68344	129	307	0
2022-09-09	68215	67	307	0
2022-09-08	68148	79	307	0
2022-09-07	68069	62	307	0
2022-09-06	68007	146	307	0
2022-09-05	67861	135	307	0
2022-09-02	67726	52	307	0
2022-09-01	67674	100	307	0
2022-08-31	67574	95	307	1
2022-08-30	67479	109	306	0
2022-08-29	67370	103	306	1
2022-08-26	67267	45	305	1
2022-08-25	67222	74	304	0
2022-08-24	67148	285	304	1
2022-08-23	66863	300	303	0
2022-08-22	66563	189	303	0
2022-08-19	66374	163	303	0
2022-08-18	66211	146	303	0
2022-08-17	66065	130	303	0
2022-08-16	65935	159	303	0
2022-08-15	65776	239	303	0
2022-08-12	65537	242	303	0
2022-08-11	65295	119	303	0
2022-08-10	65176	267	303	0
2022-08-09	64909	308	303	0
2022-08-08	64601	276	303	0
2022-08-05	64325	153	303	0
2022-08-04	64172	214	303	0
2022-08-03	63958	165	303	0
2022-08-02	63793	224	303	0
2022-08-01	63569	338	303	0
2022-07-29	63231	114	303	0
2022-07-28	63117	124	303	1
2022-07-27	62993	184	302	0
2022-07-26	62809	354	302	1
2022-07-25	62455	349	301	0
2022-07-24	62106	11	301	0
2022-07-23	62095	101	301	0
2022-07-22	61994	158	301	0
2022-07-21	61836	210	301	0
2022-07-20	61626	387	301	1
2022-07-19	61239	396	300	0
2022-07-18	60843	256	300	1
2022-07-16	60587	1	299	0
2022-07-15	60586	259	299	0
2022-07-14	60327	358	299	2
2022-07-13	59969	410	297	2
2022-07-12	59559	315	295	0
2022-07-11	59244	312	295	1
2022-07-09	58932	114	294	0
2022-07-08	58818	164	294	0
2022-07-07	58654	180	294	0
2022-07-06	58474	259	294	0
2022-07-05	58215	263	294	1
2022-07-04	57952	288	293	0
2022-07-02	57664	1	293	0
2022-07-01	57663	269	293	0
2022-06-30	57394	146	293	0
2022-06-29	57248	167	293	0
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2021-09-14	9643	15	204	0
2021-09-13	9628	3	204	0
2021-09-12	9625	35	204	0
2021-09-11	9590	19	204	0
2021-09-10	9571	48	204	0
2021-09-09	9523	28	204	0
2021-09-08	9495	88	204	0
2021-09-07	9407	12	204	0
2021-09-06	9395	13	204	0
2021-09-05	9382	61	204	0
2021-09-04	9321	27	204	0
2021-09-03	9294	71	204	0
2021-09-02	9223	40	204	0
2021-09-01	9183	113	204	0
2021-08-31	9070	37	204	0
2021-08-30	9033	26	204	0
2021-08-29	9007	12	204	0
2021-08-28	8995	8	204	0
2021-08-27	8987	36	204	1
2021-08-26	8951	40	203	0
2021-08-25	8911	30	203	0
2021-08-24	8881	57	203	0
2021-08-23	8824	14	203	0
2021-08-22	8810	4	203	0
2021-08-21	8806	25	203	0
2021-08-20	8781	12	203	0
2021-08-19	8769	26	203	0
2021-08-18	8743	28	203	0
2021-08-17	8715	34	203	0
2021-08-16	8681	8	203	0
2021-08-15	8673	11	203	0
2021-08-14	8662	14	203	0
2021-08-13	8648	13	203	0
2021-08-12	8635	5	203	0
2021-08-11	8630	4	203	0
2021-08-10	8626	7	203	0
2021-08-09	8619	3	203	0
2021-08-08	8616	1	203	0
2021-08-07	8615	12	203	0
2021-08-06	8603	8	203	0
2021-08-05	8595	11	203	0
2021-08-04	8584	10	203	0
2021-08-03	8574	8	203	0
2021-08-01	8566	4	203	0
2021-07-31	8562	3	203	0
2021-07-30	8559	3	203	0
2021-07-29	8556	4	203	0
2021-07-28	8552	9	203	0
2021-07-27	8543	8	203	0
2021-07-25	8535	2	203	0
2021-07-23	8533	3	203	0
2021-07-22	8530	3	203	0
2021-07-21	8527	2	203	0
2021-07-20	8525	4	203	0
2021-07-19	8521	2	203	0
2021-07-18	8519	1	203	0
2021-07-16	8518	2	203	0
2021-07-15	8516	3	203	0
2021-07-14	8513	3	203	0
2021-07-13	8510	2	203	0
2021-07-10	8508	1	203	0
2021-07-09	8507	4	203	0
2021-07-08	8503	2	203	0
2021-07-07	8501	5	203	0
2021-07-06	8496	3	203	0
2021-07-05	8493	1	203	0
2021-07-03	8492	2	203	0
2021-07-01	8490	3	203	0
2021-06-30	8487	3	203	0
2021-06-29	8484	1	203	0
2021-06-26	8483	3	203	0
2021-06-24	8480	1	203	0
2021-06-23	8479	3	203	0
2021-06-22	8476	5	203	0
2021-06-20	8471	3	203	0
2021-06-18	8468	2	203	0
2021-06-17	8466	1	203	0
2021-06-16	8465	3	203	0
2021-06-15	8462	3	203	0
2021-06-14	8459	1	203	0
2021-06-13	8458	2	203	0
2021-06-12	8456	7	203	1
2021-06-11	8449	8	202	0
2021-06-10	8441	7	202	0
2021-06-09	8434	8	202	0
2021-06-08	8426	12	202	1
2021-06-07	8414	4	201	0
2021-06-06	8410	2	201	0
2021-06-05	8408	8	201	0
2021-06-04	8400	4	201	0
2021-06-03	8396	4	201	0
2021-06-02	8392	8	201	0
2021-06-01	8384	24	201	0
2021-05-31	8360	11	201	0
2021-05-30	8349	3	201	0
2021-05-29	8346	11	201	0
2021-05-28	8335	30	201	0
2021-05-27	8305	23	201	0
2021-05-26	8282	40	201	1
2021-05-25	8242	9	200	0
2021-05-24	8233	5	200	0
2021-05-23	8228	5	200	0
2021-05-22	8223	47	200	1
2021-05-21	8176	28	199	0
2021-05-20	8148	38	199	2
2021-05-19	8110	38	197	1
2021-05-18	8072	59	196	0
2021-05-17	8013	17	196	1
2021-05-16	7996	26	195	0
2021-05-15	7970	29	195	1
2021-05-14	7941	22	194	1
2021-05-13	7919	49	193	0
2021-05-12	7870	70	193	0
2021-05-11	7800	60	193	1
2021-05-10	7740	23	192	1
2021-05-09	7717	34	191	3
2021-05-08	7683	23	188	0
2021-05-07	7660	54	188	0
2021-05-06	7606	51	188	1
2021-05-05	7555	93	187	0
2021-05-04	7462	66	187	0
2021-05-03	7396	34	187	1
2021-05-02	7362	11	186	2
2021-05-01	7351	49	184	0
2021-04-30	7302	58	184	0
2021-04-29	7244	52	184	1
2021-04-28	7192	62	183	0
2021-04-27	7130	99	183	1
2021-04-26	7031	7	182	1
2021-04-25	7024	34	181	2
2021-04-24	6990	75	179	0
2021-04-23	6915	68	179	1
2021-04-22	6847	84	178	1
2021-04-21	6763	102	177	4
2021-04-20	6661	52	173	0
2021-04-19	6609	33	173	1
2021-04-18	6576	46	172	1
2021-04-17	6530	36	171	1
2021-04-16	6494	56	170	0
2021-04-15	6438	72	170	2
2021-04-14	6366	56	168	0
2021-04-13	6310	47	168	0
2021-04-12	6263	16	168	0
2021-04-11	6247	18	168	0
2021-04-10	6229	63	168	0
2021-04-09	6166	93	168	1
2021-04-08	6073	43	167	0
2021-04-07	6030	64	167	0
2021-04-06	5966	11	167	2
2021-04-05	5955	25	165	1
2021-04-04	5930	14	164	2
2021-04-03	5916	23	162	0
2021-04-02	5893	29	162	1
2021-04-01	5864	55	161	0
2021-03-31	5809	42	161	1
2021-03-30	5767	77	160	1
2021-03-29	5690	17	159	1
2021-03-28	5673	24	158	1
2021-03-27	5649	37	157	1
2021-03-26	5612	19	156	0
2021-03-25	5593	40	156	1
2021-03-24	5553	48	155	1
2021-03-23	5505	30	154	0
2021-03-22	5475	15	154	0
2021-03-21	5460	17	154	0
2021-03-20	5443	15	154	0
2021-03-19	5428	42	154	1
2021-03-18	5386	24	153	0
2021-03-17	5362	46	153	0
2021-03-16	5316	11	153	0
2021-03-15	5305	20	153	1
2021-03-14	5285	14	152	0
2021-03-13	5271	25	152	2
2021-03-12	5246	28	150	0
2021-03-11	5218	23	150	0
2021-03-10	5195	16	150	1
2021-03-09	5179	36	149	0
2021-03-08	5143	2	149	0
2021-03-07	5141	14	149	0
2021-03-06	5127	8	149	0
2021-03-05	5119	19	149	0
2021-03-04	5100	19	149	0
2021-03-03	5081	28	149	0
2021-03-02	5053	21	149	0
2021-03-01	5032	21	149	2
2021-02-28	5011	11	147	0
2021-02-27	5000	6	147	0
2021-02-26	4994	4	147	0
2021-02-25	4990	12	147	0
2021-02-24	4978	7	147	0
2021-02-23	4971	8	147	0
2021-02-22	4963	7	147	0
2021-02-21	4956	5	147	0
2021-02-20	4951	2	147	0
2021-02-19	4949	3	147	0
2021-02-18	4946	5	147	0
2021-02-17	4941	10	147	0
2021-02-16	4931	17	147	0
2021-02-15	4914	1	147	0
2021-02-14	4913	9	147	0
2021-02-13	4904	5	147	0
2021-02-12	4899	8	147	0
2021-02-11	4891	7	147	0
2021-02-10	4884	13	147	1
2021-02-09	4871	5	146	0
2021-02-07	4866	5	146	0
2021-02-06	4861	11	146	0
2021-02-05	4850	21	146	1
2021-02-04	4829	31	145	0
2021-02-03	4798	22	145	0
2021-02-02	4776	23	145	2
2021-02-01	4753	6	143	0
2021-01-31	4747	10	143	1
2021-01-30	4737	28	142	1
2021-01-29	4709	14	141	1
2021-01-28	4695	17	140	2
2021-01-27	4678	22	138	1
2021-01-26	4656	24	137	1
2021-01-25	4632	6	136	0
2021-01-24	4626	10	136	0
2021-01-23	4616	15	136	0
2021-01-22	4601	39	136	2
2021-01-21	4562	32	134	2
2021-01-20	4530	27	132	1
2021-01-19	4503	27	131	0
2021-01-18	4476	2	131	1
2021-01-17	4474	18	130	1
2021-01-16	4456	14	129	0
2021-01-15	4442	24	129	2
2021-01-14	4418	13	127	2
2021-01-13	4405	42	125	1
2021-01-12	4363	24	124	1
2021-01-11	4339	11	123	0
2021-01-10	4328	30	123	0
2021-01-09	4298	54	123	2
2021-01-08	4244	54	121	5
2021-01-07	4190	41	116	0
2021-01-06	4149	47	116	0
2021-01-05	4102	41	116	1
2021-01-04	4061	20	115	0
2021-01-03	4041	15	115	2
2021-01-02	4026	21	113	2
2021-01-01	4005	34	111	0
2020-12-31	3971	47	111	1
2020-12-30	3924	37	110	0
2020-12-29	3887	58	110	8
2020-12-28	3829	33	102	2
2020-12-27	3796	31	100	2
2020-12-26	3765	34	98	0
2020-12-25	3731	35	98	1
2020-12-24	3696	48	97	1
2020-12-23	3648	101	96	5
2020-12-22	3547	54	91	1
2020-12-21	3493	43	90	0
2020-12-20	3450	32	90	2
2020-12-19	3418	49	88	2
2020-12-18	3369	76	86	2
2020-12-17	3293	82	84	3
2020-12-16	3211	83	81	5
2020-12-15	3128	27	76	3
2020-12-14	3101	17	73	0
2020-12-13	3084	40	73	1
2020-12-12	3044	102	72	7
2020-12-11	2942	55	65	4
2020-12-10	2887	52	61	1
2020-12-09	2835	68	60	4
2020-12-08	2767	31	56	2
2020-12-07	2736	30	54	0
2020-12-06	2706	30	54	0
2020-12-05	2676	52	54	7
2020-12-04	2624	46	47	2
2020-12-03	2578	64	45	1
2020-12-02	2514	25	44	0
2020-12-01	2489	43	44	2
2020-11-30	2446	27	42	1
2020-11-29	2419	16	41	1
2020-11-28	2403	64	40	1
2020-11-27	2339	42	39	3
2020-11-26	2297	43	36	1
2020-11-25	2254	35	35	0
2020-11-24	2219	45	35	0
2020-11-23	2174	11	35	2
2020-11-22	2163	20	33	0
2020-11-21	2143	52	33	1
2020-11-20	2091	45	32	0
2020-11-19	2046	46	32	0
2020-11-18	2000	32	32	1
2020-11-17	1968	32	31	1
2020-11-16	1936	19	30	2
2020-11-15	1917	21	28	1
2020-11-14	1896	35	27	0
2020-11-13	1861	21	27	0
2020-11-12	1840	57	27	0
2020-11-11	1783	41	27	1
2020-11-10	1742	51	26	1
2020-11-09	1691	35	25	0
2020-11-08	1656	38	25	0
2020-11-07	1618	34	25	0
2020-11-06	1584	55	25	0
2020-11-05	1529	53	25	1
2020-11-04	1476	29	24	0
2020-11-03	1447	43	24	2
2020-11-02	1404	23	22	2
2020-11-01	1381	31	20	0
2020-10-31	1350	67	20	1
2020-10-30	1283	22	19	0
2020-10-29	1261	78	19	1
2020-10-28	1183	58	18	0
2020-10-27	1125	18	18	1
2020-10-26	1107	38	17	0
2020-10-25	1069	9	17	0
2020-10-24	1060	25	17	1
2020-10-23	1035	32	16	1
2020-10-22	1003	42	15	3
2020-10-21	961	55	12	1
2020-10-20	906	18	11	1
2020-10-19	888	2	10	0
2020-10-18	886	10	10	0
2020-10-17	876	17	10	1
2020-10-16	859	21	9	0
2020-10-15	838	20	9	0
2020-10-14	818	129	9	0
2020-10-13	689	18	9	0
2020-10-12	671	2	9	0
2020-10-11	669	14	9	0
2020-10-10	655	10	9	0
2020-10-09	645	19	9	0
2020-10-08	626	8	9	0
2020-10-07	618	4	9	0
2020-10-06	614	10	9	0
2020-10-04	604	4	9	0
2020-10-03	600	4	9	0
2020-10-02	596	3	9	0
2020-10-01	593	5	9	0
2020-09-29	588	4	9	0
2020-09-27	584	5	9	0
2020-09-26	579	1	9	0
2020-09-25	578	1	9	0
2020-09-24	577	4	9	0
2020-09-23	573	4	9	0
2020-09-22	569	4	9	0
2020-09-20	565	4	9	0
2020-09-19	561	3	9	0
2020-09-18	558	3	9	0
2020-09-17	555	1	9	0
2020-09-16	554	2	9	0
2020-09-15	552	1	9	0
2020-09-14	551	2	9	0
2020-09-12	549	5	9	0
2020-09-11	544	2	9	0
2020-09-10	542	1	9	0
2020-09-09	541	3	9	0
2020-09-08	538	2	9	0
2020-09-07	536	4	9	0
2020-09-06	532	1	9	0
2020-09-05	531	2	9	0
2020-09-04	529	3	9	0
2020-09-03	526	1	9	0
2020-09-02	525	2	9	0
2020-08-31	523	2	9	0
2020-08-29	521	2	9	0
2020-08-28	519	3	9	0
2020-08-27	516	3	9	0
2020-08-26	513	2	9	0
2020-08-25	511	5	9	0
2020-08-24	506	2	9	0
2020-08-23	504	5	9	0
2020-08-22	499	2	9	0
2020-08-21	497	3	9	0
2020-08-20	494	5	9	0
2020-08-19	489	7	9	0
2020-08-18	482	5	9	0
2020-08-17	477	8	9	0
2020-08-16	469	2	9	0
2020-08-15	467	4	9	0
2020-08-14	463	16	9	0
2020-08-13	447	2	9	0
2020-08-12	445	6	9	0
2020-08-11	439	7	9	0
2020-08-10	432	1	9	0
2020-08-09	431	1	9	0
2020-08-08	430	1	9	0
2020-08-07	429	10	9	0
2020-08-06	419	8	9	0
2020-08-05	411	5	9	0
2020-08-04	406	2	9	0
2020-08-02	404	2	9	0
2020-07-31	402	1	9	0
2020-07-30	401	1	9	0
2020-07-29	400	1	9	0
2020-07-28	399	1	9	0
2020-07-24	398	1	9	0
2020-07-21	397	2	9	0
2020-07-17	395	1	9	0
2020-07-16	394	4	9	0
2020-07-14	390	3	9	0
2020-07-10	387	1	9	0
2020-07-08	386	2	9	0
2020-07-07	384	1	9	0
2020-07-06	383	1	9	0
2020-07-05	382	1	9	0
2020-07-02	381	1	9	0
2020-07-01	380	1	9	0
2020-06-30	379	2	9	0
2020-06-27	377	2	9	0
2020-06-26	375	1	9	0
2020-06-25	374	2	9	0
2020-06-24	372	6	9	0
2020-06-23	366	5	9	0
2020-06-20	361	4	9	0
2020-06-18	357	19	9	0
2020-06-17	338	1	9	0
2020-06-16	337	3	9	0
2020-06-11	334	2	9	0
2020-06-10	332	5	9	0
2020-06-06	327	1	9	0
2020-06-05	326	4	9	0
2020-06-04	322	1	9	0
2020-06-03	321	3	9	0
2020-06-02	318	1	9	0
2020-05-29	317	1	9	0
2020-05-27	316	1	9	0
2020-05-23	315	3	9	0
2020-05-22	312	1	9	0
2020-05-21	311	3	9	0
2020-05-20	308	2	9	0
2020-05-19	306	2	9	0
2020-05-18	304	2	9	0
2020-05-16	302	1	9	0
2020-05-14	301	4	9	0
2020-05-13	297	4	9	1
2020-05-11	293	7	8	1
2020-05-10	286	3	7	0
2020-05-09	283	1	7	0
2020-05-08	282	3	7	0
2020-05-07	279	1	7	0
2020-05-06	278	3	7	0
2020-05-05	275	4	7	0
2020-05-04	271	1	7	0
2020-05-03	270	3	7	0
2020-05-02	267	3	7	0
2020-05-01	264	6	7	0
2020-04-30	258	8	7	0
2020-04-29	250	11	7	0
2020-04-28	239	18	7	0
2020-04-27	221	3	7	0
2020-04-25	218	6	7	0
2020-04-24	212	11	7	0
2020-04-23	201	2	7	0
2020-04-22	199	4	7	0
2020-04-21	195	8	7	0
2020-04-20	187	2	7	0
2020-04-19	185	1	7	0
2020-04-18	184	5	7	0
2020-04-17	179	7	7	0
2020-04-16	172	16	7	1
2020-04-15	156	7	6	1
2020-04-14	149	4	5	0
2020-04-13	145	3	5	0
2020-04-12	142	3	5	0
2020-04-11	139	3	5	0
2020-04-10	136	7	5	0
2020-04-09	129	10	5	1
2020-04-08	119	11	4	1
2020-04-07	108	10	3	0
2020-04-06	98	3	3	0
2020-04-04	95	2	3	0
2020-04-03	93	4	3	0
2020-04-02	89	5	3	0
2020-04-01	84	4	3	0
2020-03-31	80	4	3	0
2020-03-30	76	1	3	0
2020-03-29	75	1	3	1
2020-03-28	74	7	2	0
2020-03-27	67	10	2	0
2020-03-26	57	5	2	0
2020-03-25	52	8	2	0
2020-03-24	44	6	2	1
2020-03-23	38	1	1	0
2020-03-21	37	4	1	0
2020-03-20	33	3	1	0
2020-03-19	30	5	1	0
2020-03-18	25	9	1	0
2020-03-17	16	5	1	1
2020-03-16	11	2	0	0
2020-03-14	9	1	0	0
2020-03-13	8	5	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: 0:03:06.462393