Germany: SK Darmstadt (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 12:44:23 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Darmstadt")
print(f'Population of country="Germany", subregion="SK Darmstadt": {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 Darmstadt": 159631 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	71284	24	274	0
2023-03-03	71260	11	274	0
2023-03-02	71249	6	274	0
2023-03-01	71243	37	274	0
2023-02-28	71206	40	274	0
2023-02-27	71166	119	274	0
2023-02-24	71047	31	274	0
2023-02-23	71016	36	274	1
2023-02-22	70980	49	273	0
2023-02-21	70931	31	273	0
2023-02-20	70900	100	273	0
2023-02-17	70800	23	273	0
2023-02-16	70777	38	273	0
2023-02-15	70739	62	273	0
2023-02-14	70677	50	273	0
2023-02-13	70627	78	273	0
2023-02-10	70549	31	273	0
2023-02-09	70518	18	273	0
2023-02-08	70500	35	273	0
2023-02-07	70465	32	273	0
2023-02-06	70433	54	273	0
2023-02-03	70379	31	273	0
2023-02-02	70348	33	273	0
2023-02-01	70315	38	273	0
2023-01-31	70277	25	273	1
2023-01-30	70252	64	272	0
2023-01-27	70188	24	272	1
2023-01-26	70164	29	271	0
2023-01-25	70135	28	271	0
2023-01-24	70107	26	271	0
2023-01-23	70081	35	271	0
2023-01-20	70046	23	271	0
2023-01-19	70023	23	271	0
2023-01-18	70000	24	271	0
2023-01-17	69976	23	271	0
2023-01-16	69953	45	271	0
2023-01-13	69908	27	271	0
2023-01-12	69881	22	271	0
2023-01-11	69859	45	271	1
2023-01-10	69814	49	270	0
2023-01-09	69765	83	270	0
2023-01-06	69682	40	270	1
2023-01-05	69642	37	269	0
2023-01-04	69605	62	269	0
2023-01-03	69543	63	269	0
2023-01-02	69480	115	269	2
2022-12-30	69365	75	267	0
2022-12-29	69290	58	267	0
2022-12-28	69232	173	267	0
2022-12-27	69059	179	267	0
2022-12-23	68880	99	267	1
2022-12-22	68781	43	266	0
2022-12-21	68738	69	266	0
2022-12-20	68669	120	266	0
2022-12-19	68549	74	266	0
2022-12-16	68475	60	266	0
2022-12-15	68415	81	266	0
2022-12-14	68334	165	266	1
2022-12-13	68169	99	265	0
2022-12-12	68070	121	265	0
2022-12-09	67949	36	265	1
2022-12-08	67913	66	264	1
2022-12-07	67847	63	263	0
2022-12-06	67784	66	263	0
2022-12-05	67718	101	263	0
2022-12-02	67617	33	263	0
2022-12-01	67584	43	263	0
2022-11-30	67541	52	263	0
2022-11-29	67489	56	263	0
2022-11-28	67433	94	263	1
2022-11-25	67339	48	262	0
2022-11-24	67291	74	262	0
2022-11-23	67217	79	262	2
2022-11-22	67138	113	260	3
2022-11-21	67025	151	257	0
2022-11-18	66874	53	257	0
2022-11-17	66821	32	257	0
2022-11-16	66789	93	257	0
2022-11-15	66696	88	257	0
2022-11-14	66608	127	257	1
2022-11-11	66481	51	256	0
2022-11-10	66430	62	256	0
2022-11-09	66368	84	256	0
2022-11-08	66284	73	256	0
2022-11-07	66211	150	256	1
2022-11-04	66061	41	255	0
2022-11-03	66020	63	255	0
2022-11-02	65957	115	255	0
2022-11-01	65842	108	255	1
2022-10-31	65734	237	254	1
2022-10-28	65497	138	253	0
2022-10-27	65359	82	253	0
2022-10-26	65277	222	253	0
2022-10-25	65055	146	253	2
2022-10-24	64909	455	251	1
2022-10-21	64454	88	250	1
2022-10-20	64366	174	249	0
2022-10-19	64192	274	249	1
2022-10-18	63918	178	248	0
2022-10-17	63740	384	248	0
2022-10-14	63356	151	248	1
2022-10-13	63205	219	247	1
2022-10-12	62986	229	246	1
2022-10-11	62757	382	245	0
2022-10-10	62375	332	245	2
2022-10-07	62043	209	243	0
2022-10-06	61834	254	243	4
2022-10-05	61580	335	239	0
2022-10-04	61245	316	239	1
2022-09-30	60929	148	238	0
2022-09-29	60781	157	238	0
2022-09-28	60624	248	238	0
2022-09-27	60376	122	238	0
2022-09-26	60254	244	238	1
2022-09-23	60010	177	237	0
2022-09-22	59833	128	237	0
2022-09-21	59705	166	237	0
2022-09-20	59539	88	237	0
2022-09-19	59451	200	237	0
2022-09-16	59251	71	237	0
2022-09-15	59180	94	237	0
2022-09-14	59086	105	237	0
2022-09-13	58981	97	237	1
2022-09-12	58884	144	236	0
2022-09-09	58740	49	236	0
2022-09-08	58691	69	236	0
2022-09-07	58622	80	236	0
2022-09-06	58542	60	236	1
2022-09-05	58482	115	235	1
2022-09-02	58367	57	234	0
2022-09-01	58310	54	234	0
2022-08-31	58256	64	234	0
2022-08-30	58192	61	234	0
2022-08-29	58131	145	234	0
2022-08-26	57986	61	234	0
2022-08-25	57925	69	234	0
2022-08-24	57856	55	234	0
2022-08-23	57801	73	234	0
2022-08-22	57728	120	234	1
2022-08-19	57608	59	233	0
2022-08-18	57549	96	233	0
2022-08-17	57453	103	233	0
2022-08-16	57350	101	233	0
2022-08-15	57249	204	233	2
2022-08-12	57045	84	231	0
2022-08-11	56961	58	231	0
2022-08-10	56903	96	231	0
2022-08-09	56807	136	231	0
2022-08-08	56671	184	231	0
2022-08-05	56487	108	231	0
2022-08-04	56379	112	231	0
2022-08-03	56267	158	231	0
2022-08-02	56109	134	231	0
2022-08-01	55975	284	231	1
2022-07-29	55691	90	230	0
2022-07-28	55601	233	230	0
2022-07-27	55368	276	230	3
2022-07-26	55092	291	227	0
2022-07-25	54801	351	227	2
2022-07-22	54450	242	225	0
2022-07-21	54208	219	225	0
2022-07-20	53989	291	225	0
2022-07-19	53698	556	225	0
2022-07-18	53142	301	225	1
2022-07-15	52841	400	224	2
2022-07-14	52441	286	222	1
2022-07-13	52155	340	221	1
2022-07-12	51815	373	220	0
2022-07-11	51442	435	220	1
2022-07-08	51007	257	219	0
2022-07-07	50750	400	219	0
2022-07-06	50350	428	219	1
2022-07-05	49922	179	218	1
2022-07-04	49743	330	217	0
2022-07-01	49413	179	217	1
2022-06-30	49234	172	216	0
2022-06-29	49062	292	216	0
2022-06-28	48770	433	216	1
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2021-09-03	6503	27	156	1
2021-09-02	6476	43	155	0
2021-09-01	6433	35	155	0
2021-08-31	6398	26	155	0
2021-08-30	6372	15	155	0
2021-08-29	6357	12	155	0
2021-08-28	6345	13	155	0
2021-08-27	6332	17	155	0
2021-08-26	6315	35	155	0
2021-08-25	6280	30	155	0
2021-08-24	6250	26	155	0
2021-08-23	6224	11	155	0
2021-08-22	6213	5	155	0
2021-08-21	6208	17	155	0
2021-08-20	6191	12	155	0
2021-08-19	6179	13	155	0
2021-08-18	6166	17	155	0
2021-08-17	6149	13	155	0
2021-08-16	6136	9	155	0
2021-08-15	6127	2	155	1
2021-08-14	6125	15	154	0
2021-08-13	6110	10	154	0
2021-08-12	6100	14	154	0
2021-08-11	6086	21	154	0
2021-08-10	6065	7	154	0
2021-08-09	6058	10	154	0
2021-08-08	6048	2	154	0
2021-08-07	6046	8	154	0
2021-08-06	6038	5	154	0
2021-08-05	6033	3	154	0
2021-08-04	6030	6	154	0
2021-08-03	6024	3	154	0
2021-08-02	6021	6	154	0
2021-08-01	6015	2	154	0
2021-07-31	6013	5	154	0
2021-07-30	6008	6	154	0
2021-07-29	6002	8	154	0
2021-07-28	5994	10	154	1
2021-07-27	5984	5	153	0
2021-07-26	5979	6	153	0
2021-07-25	5973	1	153	0
2021-07-24	5972	6	153	0
2021-07-23	5966	6	153	0
2021-07-22	5960	14	153	0
2021-07-21	5946	12	153	0
2021-07-20	5934	7	153	0
2021-07-19	5927	5	153	0
2021-07-17	5922	16	153	0
2021-07-16	5906	12	153	0
2021-07-15	5894	5	153	0
2021-07-14	5889	7	153	0
2021-07-13	5882	15	153	0
2021-07-11	5867	3	153	0
2021-07-10	5864	6	153	0
2021-07-09	5858	6	153	0
2021-07-08	5852	3	153	0
2021-07-07	5849	6	153	0
2021-07-06	5843	7	153	0
2021-07-05	5836	1	153	0
2021-07-03	5835	1	153	0
2021-07-02	5834	1	153	0
2021-07-01	5833	4	153	0
2021-06-30	5829	3	153	0
2021-06-29	5826	1	153	0
2021-06-27	5825	1	153	0
2021-06-26	5824	2	153	0
2021-06-25	5822	1	153	0
2021-06-24	5821	2	153	0
2021-06-23	5819	1	153	0
2021-06-22	5818	7	153	0
2021-06-21	5811	1	153	0
2021-06-20	5810	2	153	0
2021-06-19	5808	2	153	0
2021-06-18	5806	1	153	0
2021-06-17	5805	11	153	0
2021-06-16	5794	1	153	0
2021-06-15	5793	6	153	0
2021-06-13	5787	2	153	0
2021-06-12	5785	1	153	0
2021-06-11	5784	2	153	0
2021-06-10	5782	4	153	0
2021-06-09	5778	3	153	0
2021-06-08	5775	8	153	0
2021-06-07	5767	3	153	0
2021-06-06	5764	1	153	0
2021-06-05	5763	5	153	0
2021-06-04	5758	4	153	0
2021-06-03	5754	6	153	0
2021-06-02	5748	12	153	0
2021-06-01	5736	4	153	0
2021-05-31	5732	1	153	1
2021-05-30	5731	2	152	0
2021-05-29	5729	1	152	0
2021-05-28	5728	4	152	0
2021-05-27	5724	8	152	0
2021-05-26	5716	10	152	0
2021-05-25	5706	4	152	0
2021-05-23	5702	7	152	0
2021-05-22	5695	11	152	0
2021-05-21	5684	18	152	0
2021-05-20	5666	20	152	0
2021-05-19	5646	25	152	0
2021-05-18	5621	18	152	0
2021-05-17	5603	12	152	0
2021-05-16	5591	9	152	1
2021-05-15	5582	14	151	0
2021-05-14	5568	5	151	0
2021-05-13	5563	16	151	0
2021-05-12	5547	21	151	0
2021-05-11	5526	12	151	0
2021-05-10	5514	20	151	0
2021-05-08	5494	6	151	0
2021-05-07	5488	17	151	0
2021-05-06	5471	27	151	1
2021-05-05	5444	38	150	0
2021-05-04	5406	33	150	0
2021-05-03	5373	4	150	0
2021-05-02	5369	9	150	1
2021-05-01	5360	24	149	1
2021-04-30	5336	31	148	0
2021-04-29	5305	46	148	1
2021-04-28	5259	48	147	0
2021-04-27	5211	37	147	0
2021-04-26	5174	9	147	0
2021-04-25	5165	7	147	1
2021-04-24	5158	28	146	0
2021-04-23	5130	50	146	0
2021-04-22	5080	37	146	1
2021-04-21	5043	46	145	1
2021-04-20	4997	36	144	0
2021-04-19	4961	9	144	0
2021-04-18	4952	3	144	0
2021-04-17	4949	13	144	0
2021-04-16	4936	21	144	0
2021-04-15	4915	38	144	0
2021-04-14	4877	41	144	0
2021-04-13	4836	41	144	0
2021-04-12	4795	15	144	0
2021-04-11	4780	3	144	0
2021-04-10	4777	33	144	1
2021-04-09	4744	35	143	0
2021-04-08	4709	44	143	2
2021-04-07	4665	33	141	1
2021-04-06	4632	2	140	0
2021-04-05	4630	6	140	0
2021-04-04	4624	11	140	0
2021-04-03	4613	13	140	1
2021-04-02	4600	25	139	1
2021-04-01	4575	26	138	0
2021-03-31	4549	34	138	0
2021-03-30	4515	18	138	0
2021-03-29	4497	20	138	0
2021-03-28	4477	17	138	0
2021-03-27	4460	24	138	0
2021-03-26	4436	25	138	0
2021-03-25	4411	28	138	0
2021-03-24	4383	25	138	0
2021-03-23	4358	26	138	0
2021-03-22	4332	12	138	0
2021-03-21	4320	1	138	0
2021-03-20	4319	21	138	0
2021-03-19	4298	15	138	0
2021-03-18	4283	22	138	0
2021-03-17	4261	23	138	0
2021-03-16	4238	12	138	0
2021-03-15	4226	9	138	0
2021-03-14	4217	3	138	0
2021-03-13	4214	9	138	0
2021-03-12	4205	12	138	0
2021-03-11	4193	11	138	0
2021-03-10	4182	19	138	0
2021-03-09	4163	18	138	0
2021-03-08	4145	8	138	0
2021-03-07	4137	1	138	0
2021-03-06	4136	14	138	1
2021-03-05	4122	10	137	0
2021-03-04	4112	12	137	2
2021-03-03	4100	18	135	0
2021-03-02	4082	3	135	0
2021-03-01	4079	14	135	0
2021-02-27	4065	9	135	0
2021-02-26	4056	15	135	0
2021-02-25	4041	8	135	0
2021-02-24	4033	15	135	1
2021-02-23	4018	23	134	0
2021-02-22	3995	28	134	1
2021-02-21	3967	2	133	0
2021-02-20	3965	6	133	0
2021-02-19	3959	5	133	0
2021-02-18	3954	19	133	0
2021-02-17	3935	15	133	0
2021-02-16	3920	17	133	0
2021-02-15	3903	4	133	0
2021-02-14	3899	14	133	0
2021-02-12	3885	9	133	0
2021-02-11	3876	13	133	0
2021-02-10	3863	17	133	0
2021-02-09	3846	14	133	0
2021-02-08	3832	5	133	0
2021-02-07	3827	3	133	0
2021-02-06	3824	21	133	0
2021-02-05	3803	11	133	1
2021-02-04	3792	21	132	0
2021-02-03	3771	17	132	1
2021-02-02	3754	18	131	1
2021-02-01	3736	12	130	0
2021-01-31	3724	3	130	0
2021-01-30	3721	12	130	0
2021-01-29	3709	21	130	0
2021-01-28	3688	22	130	1
2021-01-27	3666	39	129	0
2021-01-26	3627	9	129	1
2021-01-25	3618	3	128	0
2021-01-24	3615	2	128	0
2021-01-23	3613	3	128	0
2021-01-22	3610	27	128	0
2021-01-21	3583	28	128	1
2021-01-20	3555	39	127	1
2021-01-19	3516	34	126	0
2021-01-18	3482	4	126	0
2021-01-17	3478	7	126	2
2021-01-16	3471	22	124	1
2021-01-15	3449	37	123	2
2021-01-14	3412	16	121	0
2021-01-13	3396	50	121	3
2021-01-12	3346	19	118	0
2021-01-11	3327	23	118	0
2021-01-10	3304	5	118	1
2021-01-09	3299	19	117	1
2021-01-08	3280	38	116	0
2021-01-07	3242	64	116	8
2021-01-06	3178	28	108	0
2021-01-05	3150	38	108	0
2021-01-04	3112	7	108	1
2021-01-03	3105	2	107	1
2021-01-02	3103	8	106	0
2021-01-01	3095	5	106	0
2020-12-31	3090	32	106	1
2020-12-30	3058	40	105	1
2020-12-29	3018	45	104	2
2020-12-28	2973	9	102	3
2020-12-27	2964	9	99	1
2020-12-26	2955	4	98	2
2020-12-25	2951	23	96	1
2020-12-24	2928	23	95	1
2020-12-23	2905	75	94	5
2020-12-22	2830	19	89	0
2020-12-21	2811	47	89	0
2020-12-20	2764	14	89	0
2020-12-19	2750	39	89	2
2020-12-18	2711	35	87	1
2020-12-17	2676	44	86	0
2020-12-16	2632	53	86	1
2020-12-15	2579	38	85	0
2020-12-14	2541	21	85	3
2020-12-13	2520	22	82	1
2020-12-12	2498	24	81	1
2020-12-11	2474	44	80	1
2020-12-10	2430	43	79	2
2020-12-09	2387	42	77	0
2020-12-08	2345	19	77	0
2020-12-07	2326	25	77	0
2020-12-06	2301	7	77	0
2020-12-05	2294	35	77	1
2020-12-04	2259	44	76	1
2020-12-03	2215	39	75	5
2020-12-02	2176	48	70	1
2020-12-01	2128	22	69	1
2020-11-30	2106	13	68	0
2020-11-29	2093	6	68	1
2020-11-28	2087	28	67	2
2020-11-27	2059	35	65	1
2020-11-26	2024	37	64	2
2020-11-25	1987	53	62	4
2020-11-24	1934	23	58	1
2020-11-23	1911	47	57	7
2020-11-22	1864	20	50	2
2020-11-21	1844	24	48	0
2020-11-20	1820	19	48	0
2020-11-19	1801	26	48	2
2020-11-18	1775	41	46	2
2020-11-17	1734	50	44	0
2020-11-16	1684	25	44	2
2020-11-15	1659	33	42	0
2020-11-14	1626	23	42	3
2020-11-13	1603	44	39	2
2020-11-12	1559	41	37	1
2020-11-11	1518	37	36	0
2020-11-10	1481	16	36	1
2020-11-09	1465	28	35	2
2020-11-08	1437	23	33	0
2020-11-07	1414	59	33	3
2020-11-06	1355	35	30	1
2020-11-05	1320	62	29	0
2020-11-04	1258	29	29	0
2020-11-03	1229	24	29	0
2020-11-02	1205	16	29	0
2020-11-01	1189	46	29	1
2020-10-31	1143	59	28	2
2020-10-30	1084	55	26	1
2020-10-29	1029	48	25	0
2020-10-28	981	35	25	0
2020-10-27	946	30	25	0
2020-10-26	916	21	25	0
2020-10-25	895	26	25	2
2020-10-24	869	40	23	1
2020-10-23	829	42	22	2
2020-10-22	787	41	20	1
2020-10-21	746	42	19	0
2020-10-20	704	23	19	0
2020-10-19	681	21	19	0
2020-10-18	660	13	19	0
2020-10-17	647	8	19	0
2020-10-16	639	33	19	0
2020-10-15	606	12	19	0
2020-10-14	594	12	19	0
2020-10-13	582	19	19	0
2020-10-12	563	4	19	0
2020-10-11	559	9	19	0
2020-10-10	550	11	19	0
2020-10-09	539	18	19	0
2020-10-08	521	11	19	0
2020-10-07	510	8	19	0
2020-10-06	502	9	19	0
2020-10-05	493	4	19	0
2020-10-04	489	3	19	0
2020-10-03	486	11	19	0
2020-10-02	475	1	19	0
2020-10-01	474	7	19	0
2020-09-30	467	5	19	1
2020-09-29	462	2	18	0
2020-09-26	460	3	18	0
2020-09-25	457	10	18	0
2020-09-24	447	12	18	0
2020-09-23	435	2	18	0
2020-09-22	433	9	18	0
2020-09-21	424	2	18	0
2020-09-20	422	1	18	0
2020-09-19	421	1	18	0
2020-09-18	420	2	18	0
2020-09-17	418	1	18	0
2020-09-16	417	5	18	0
2020-09-14	412	2	18	0
2020-09-13	410	1	18	0
2020-09-12	409	3	18	0
2020-09-11	406	1	18	0
2020-09-10	405	1	18	0
2020-09-09	404	4	18	0
2020-09-06	400	3	18	0
2020-09-05	397	2	18	0
2020-09-04	395	2	18	0
2020-09-03	393	5	18	0
2020-09-02	388	2	18	0
2020-09-01	386	9	18	0
2020-08-28	377	6	18	0
2020-08-27	371	2	18	0
2020-08-26	369	1	18	0
2020-08-25	368	4	18	0
2020-08-24	364	2	18	0
2020-08-22	362	2	18	0
2020-08-21	360	3	18	0
2020-08-20	357	9	18	0
2020-08-19	348	1	18	0
2020-08-18	347	6	18	0
2020-08-16	341	1	18	0
2020-08-15	340	3	18	0
2020-08-14	337	3	18	0
2020-08-13	334	13	18	0
2020-08-12	321	3	18	0
2020-08-11	318	2	18	0
2020-08-09	316	2	18	0
2020-08-06	314	4	18	0
2020-08-05	310	3	18	0
2020-08-01	307	1	18	0
2020-07-31	306	4	18	0
2020-07-30	302	2	18	0
2020-07-29	300	4	18	0
2020-07-28	296	1	18	0
2020-07-27	295	2	18	0
2020-07-25	293	1	18	0
2020-07-24	292	4	18	0
2020-07-23	288	13	18	0
2020-07-22	275	5	18	0
2020-07-21	270	1	18	0
2020-07-20	269	1	18	0
2020-07-17	268	1	18	0
2020-07-14	267	6	18	0
2020-07-13	261	3	18	0
2020-07-11	258	3	18	0
2020-07-09	255	2	18	0
2020-07-07	253	1	18	0
2020-07-03	252	1	18	0
2020-06-26	251	1	18	0
2020-06-25	250	1	18	0
2020-06-22	249	2	18	0
2020-06-20	247	1	18	0
2020-06-08	246	1	18	0
2020-05-19	245	2	18	0
2020-05-15	243	1	18	0
2020-05-14	242	2	18	0
2020-05-13	240	1	18	0
2020-05-11	239	1	18	0
2020-05-09	238	3	18	0
2020-05-06	235	5	18	0
2020-05-05	230	2	18	0
2020-05-03	228	2	18	0
2020-04-30	226	3	18	1
2020-04-29	223	1	17	0
2020-04-28	222	2	17	0
2020-04-27	220	4	17	0
2020-04-25	216	2	17	0
2020-04-24	214	2	17	2
2020-04-23	212	4	15	0
2020-04-22	208	13	15	1
2020-04-21	195	6	14	1
2020-04-20	189	1	13	0
2020-04-19	188	21	13	3
2020-04-18	167	4	10	0
2020-04-17	163	3	10	1
2020-04-16	160	7	9	2
2020-04-15	153	4	7	0
2020-04-14	149	1	7	1
2020-04-13	148	1	6	1
2020-04-12	147	2	5	2
2020-04-11	145	2	3	0
2020-04-10	143	6	3	1
2020-04-09	137	9	2	1
2020-04-08	128	13	1	0
2020-04-07	115	4	1	0
2020-04-06	111	1	1	0
2020-04-05	110	1	1	0
2020-04-04	109	7	1	0
2020-04-03	102	5	1	1
2020-04-02	97	5	0	0
2020-04-01	92	8	0	0
2020-03-31	84	2	0	0
2020-03-30	82	6	0	0
2020-03-29	76	3	0	0
2020-03-28	73	5	0	0
2020-03-27	68	13	0	0
2020-03-26	55	11	0	0
2020-03-25	44	11	0	0
2020-03-24	33	3	0	0
2020-03-21	30	4	0	0
2020-03-20	26	6	0	0
2020-03-19	20	2	0	0
2020-03-18	18	7	0	0
2020-03-17	11	1	0	0
2020-03-16	10	7	0	0
2020-03-13	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)
• 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: 0:02:52.471858