Germany: LK Schaumburg (Niedersachsen)

• 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 13:30:43 CEST

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

overview(country="Germany", subregion="LK Schaumburg", weeks=5);

overview(country="Germany", subregion="LK Schaumburg");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Schaumburg")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Schaumburg")
print(f'Population of country="Germany", subregion="LK Schaumburg": {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="LK Schaumburg": 158108 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	79742	15	296	0
2023-03-03	79727	18	296	0
2023-03-02	79709	23	296	0
2023-03-01	79686	27	296	0
2023-02-28	79659	83	296	0
2023-02-27	79576	68	296	0
2023-02-24	79508	31	296	0
2023-02-23	79477	20	296	0
2023-02-22	79457	55	296	0
2023-02-21	79402	74	296	0
2023-02-20	79328	51	296	1
2023-02-17	79277	34	295	0
2023-02-16	79243	27	295	0
2023-02-15	79216	52	295	1
2023-02-14	79164	57	294	0
2023-02-13	79107	50	294	1
2023-02-10	79057	27	293	0
2023-02-09	79030	24	293	1
2023-02-08	79006	34	292	0
2023-02-07	78972	48	292	0
2023-02-06	78924	44	292	0
2023-02-03	78880	30	292	0
2023-02-02	78850	34	292	0
2023-02-01	78816	53	292	0
2023-01-31	78763	69	292	0
2023-01-30	78694	65	292	1
2023-01-27	78629	50	291	0
2023-01-26	78579	53	291	0
2023-01-25	78526	62	291	1
2023-01-24	78464	70	290	1
2023-01-23	78394	48	289	0
2023-01-20	78346	25	289	0
2023-01-19	78321	18	289	0
2023-01-18	78303	45	289	0
2023-01-17	78258	46	289	0
2023-01-16	78212	56	289	0
2023-01-13	78156	35	289	0
2023-01-12	78121	42	289	1
2023-01-11	78079	47	288	0
2023-01-10	78032	86	288	0
2023-01-09	77946	105	288	3
2023-01-06	77841	63	285	0
2023-01-05	77778	73	285	0
2023-01-04	77705	135	285	1
2023-01-03	77570	161	284	1
2023-01-02	77409	149	283	0
2022-12-30	77260	86	283	0
2022-12-29	77174	144	283	0
2022-12-28	77030	236	283	1
2022-12-27	76794	278	282	2
2022-12-25	76516	1	280	0
2022-12-23	76515	125	280	1
2022-12-22	76390	231	279	1
2022-12-21	76159	259	278	0
2022-12-20	75900	290	278	1
2022-12-19	75610	324	277	1
2022-12-16	75286	146	276	1
2022-12-15	75140	184	275	2
2022-12-14	74956	308	273	0
2022-12-13	74648	244	273	2
2022-12-12	74404	241	271	7
2022-12-09	74163	157	264	1
2022-12-08	74006	191	263	1
2022-12-07	73815	221	262	1
2022-12-06	73594	208	261	1
2022-12-05	73386	236	260	0
2022-12-02	73150	146	260	1
2022-12-01	73004	298	259	2
2022-11-30	72706	10	257	0
2022-11-29	72696	301	257	1
2022-11-28	72395	133	256	4
2022-11-25	72262	76	252	1
2022-11-24	72186	135	251	1
2022-11-23	72051	145	250	0
2022-11-22	71906	152	250	1
2022-11-21	71754	149	249	0
2022-11-18	71605	76	249	0
2022-11-17	71529	96	249	0
2022-11-16	71433	107	249	0
2022-11-15	71326	169	249	1
2022-11-14	71157	139	248	0
2022-11-11	71018	77	248	0
2022-11-10	70941	92	248	0
2022-11-09	70849	142	248	0
2022-11-08	70707	127	248	1
2022-11-07	70580	178	247	2
2022-11-04	70402	123	245	1
2022-11-03	70279	163	244	0
2022-11-02	70116	226	244	0
2022-11-01	69890	1012	244	1
2022-10-31	68878	1	243	0
2022-10-28	68877	85	243	0
2022-10-27	68792	191	243	0
2022-10-26	68601	239	243	0
2022-10-25	68362	242	243	0
2022-10-24	68120	267	243	1
2022-10-21	67853	219	242	0
2022-10-20	67634	115	242	0
2022-10-19	67519	71	242	2
2022-10-18	67448	87	240	0
2022-10-17	67361	249	240	0
2022-10-14	67112	106	240	1
2022-10-13	67006	288	239	1
2022-10-12	66718	364	238	1
2022-10-11	66354	389	237	1
2022-10-10	65965	823	236	2
2022-10-07	65142	207	234	2
2022-10-06	64935	315	232	0
2022-10-05	64620	224	232	1
2022-10-04	64396	273	231	2
2022-09-30	64123	140	229	0
2022-09-29	63983	192	229	2
2022-09-28	63791	247	227	2
2022-09-27	63544	272	225	0
2022-09-26	63272	174	225	0
2022-09-23	63098	136	225	0
2022-09-22	62962	132	225	0
2022-09-21	62830	124	225	0
2022-09-20	62706	163	225	0
2022-09-19	62543	166	225	0
2022-09-16	62377	81	225	0
2022-09-15	62296	103	225	2
2022-09-14	62193	91	223	1
2022-09-13	62102	124	222	0
2022-09-12	61978	189	222	1
2022-09-09	61789	41	221	0
2022-09-08	61748	99	221	1
2022-09-07	61649	89	220	0
2022-09-06	61560	160	220	0
2022-09-05	61400	119	220	0
2022-09-02	61281	52	220	1
2022-09-01	61229	101	219	0
2022-08-31	61128	71	219	0
2022-08-30	61057	137	219	0
2022-08-29	60920	126	219	0
2022-08-26	60794	79	219	0
2022-08-25	60715	99	219	0
2022-08-24	60616	113	219	0
2022-08-23	60503	133	219	0
2022-08-22	60370	176	219	0
2022-08-19	60194	81	219	1
2022-08-18	60113	99	218	0
2022-08-17	60014	127	218	0
2022-08-16	59887	193	218	0
2022-08-15	59694	192	218	1
2022-08-12	59502	115	217	0
2022-08-11	59387	124	217	1
2022-08-10	59263	117	216	1
2022-08-09	59146	138	215	0
2022-08-08	59008	172	215	2
2022-08-05	58836	93	213	0
2022-08-04	58743	134	213	1
2022-08-03	58609	149	212	0
2022-08-02	58460	245	212	0
2022-08-01	58215	252	212	2
2022-07-29	57963	147	210	1
2022-07-28	57816	177	209	1
2022-07-27	57639	251	208	1
2022-07-26	57388	312	207	0
2022-07-25	57076	440	207	3
2022-07-22	56636	215	204	1
2022-07-21	56421	302	203	1
2022-07-20	56119	627	202	0
2022-07-19	55492	357	202	0
2022-07-18	55135	680	202	1
2022-07-16	54455	1	201	0
2022-07-15	54454	327	201	0
2022-07-14	54127	414	201	1
2022-07-13	53713	470	200	0
2022-07-12	53243	395	200	0
2022-07-11	52848	470	200	0
2022-07-08	52378	251	200	0
2022-07-07	52127	329	200	1
2022-07-06	51798	277	199	0
2022-07-05	51521	345	199	0
2022-07-04	51176	437	199	1
2022-07-01	50739	236	198	0
2022-06-30	50503	301	198	0
2022-06-29	50202	277	198	0
2022-06-28	49925	449	198	0
2022-06-27	49476	381	198	0
2022-06-24	49095	220	198	0
2022-06-23	48875	233	198	0
2022-06-22	48642	386	198	0
2022-06-21	48256	202	198	1
2022-06-20	48054	343	197	0
2022-06-17	47711	153	197	1
2022-06-16	47558	169	196	0
2022-06-15	47389	217	196	1
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2022-06-13	46964	234	195	3
2022-06-11	46730	2	192	0
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2022-06-09	46587	158	192	0
2022-06-08	46429	236	192	0
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2022-05-23	45133	135	191	1
2022-05-20	44998	100	190	0
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2022-05-09	43605	359	189	0
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2022-05-04	42788	255	188	1
2022-05-03	42533	379	187	0
2022-05-02	42154	402	187	0
2022-04-29	41752	242	187	0
2022-04-28	41510	285	187	0
2022-04-27	41225	283	187	3
2022-04-26	40942	460	184	0
2022-04-25	40482	478	184	0
2022-04-24	40004	59	184	0
2022-04-23	39945	112	184	0
2022-04-22	39833	352	184	0
2022-04-21	39481	380	184	0
2022-04-20	39101	283	184	0
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2022-04-11	36638	506	182	1
2022-04-10	36132	342	181	0
2022-04-08	35790	397	181	1
2022-04-07	35393	351	180	3
2022-04-06	35042	444	177	2
2022-04-05	34598	522	175	2
2022-04-04	34076	435	173	1
2022-04-03	33641	6	172	0
2022-04-02	33635	170	172	0
2022-04-01	33465	360	172	3
2022-03-31	33105	411	169	1
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2022-03-28	31848	606	167	2
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2021-12-31	8226	40	107	0
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2021-12-19	7767	20	107	0
2021-12-18	7747	30	107	1
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2021-08-31	5183	20	75	0
2021-08-30	5163	6	75	0
2021-08-29	5157	6	75	0
2021-08-28	5151	22	75	0
2021-08-27	5129	18	75	1
2021-08-26	5111	19	74	0
2021-08-25	5092	23	74	0
2021-08-24	5069	31	74	0
2021-08-23	5038	1	74	0
2021-08-22	5037	1	74	0
2021-08-21	5036	13	74	0
2021-08-20	5023	2	74	0
2021-08-19	5021	23	74	0
2021-08-18	4998	13	74	0
2021-08-17	4985	16	74	0
2021-08-16	4969	4	74	0
2021-08-15	4965	1	74	0
2021-08-14	4964	7	74	0
2021-08-13	4957	3	74	0
2021-08-12	4954	10	74	1
2021-08-11	4944	1	73	0
2021-08-10	4943	6	73	0
2021-08-09	4937	3	73	0
2021-08-08	4934	2	73	0
2021-08-07	4932	4	73	0
2021-08-06	4928	8	73	0
2021-08-05	4920	4	73	0
2021-08-04	4916	7	73	0
2021-08-03	4909	12	73	0
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2021-07-31	4894	1	73	0
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2021-07-29	4888	6	73	0
2021-07-28	4882	1	73	0
2021-07-26	4881	2	73	0
2021-07-24	4879	1	73	0
2021-07-23	4878	1	73	0
2021-07-22	4877	1	73	0
2021-07-21	4876	3	73	0
2021-07-20	4873	2	73	0
2021-07-19	4871	2	73	0
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2021-07-15	4864	5	73	0
2021-07-14	4859	2	73	0
2021-07-13	4857	1	73	0
2021-07-08	4856	1	73	0
2021-07-06	4855	4	73	0
2021-07-03	4851	2	73	0
2021-07-02	4849	2	73	0
2021-06-30	4847	1	73	0
2021-06-26	4846	1	73	0
2021-06-23	4845	3	73	0
2021-06-18	4842	1	73	0
2021-06-15	4841	2	73	0
2021-06-14	4839	3	73	0
2021-06-12	4836	1	73	0
2021-06-10	4835	5	73	0
2021-06-09	4830	1	73	0
2021-06-08	4829	10	73	0
2021-06-05	4819	3	73	0
2021-06-04	4816	5	73	0
2021-06-03	4811	10	73	0
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2021-06-01	4798	15	73	0
2021-05-31	4783	1	73	0
2021-05-30	4782	3	73	0
2021-05-29	4779	13	73	0
2021-05-28	4766	9	73	0
2021-05-27	4757	4	73	0
2021-05-26	4753	10	73	0
2021-05-25	4743	1	73	0
2021-05-24	4742	2	73	0
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2021-05-22	4737	8	73	0
2021-05-21	4729	12	73	0
2021-05-20	4717	20	73	0
2021-05-19	4697	14	73	0
2021-05-18	4683	29	73	0
2021-05-17	4654	3	73	0
2021-05-16	4651	1	73	0
2021-05-15	4650	29	73	1
2021-05-14	4621	8	72	0
2021-05-13	4613	19	72	0
2021-05-12	4594	21	72	0
2021-05-11	4573	39	72	0
2021-05-10	4534	6	72	0
2021-05-09	4528	3	72	0
2021-05-08	4525	10	72	0
2021-05-07	4515	31	72	0
2021-05-06	4484	13	72	0
2021-05-05	4471	23	72	0
2021-05-04	4448	30	72	0
2021-05-03	4418	6	72	0
2021-05-02	4412	5	72	0
2021-05-01	4407	25	72	0
2021-04-30	4382	33	72	0
2021-04-29	4349	27	72	0
2021-04-28	4322	45	72	0
2021-04-27	4277	37	72	1
2021-04-26	4240	13	71	0
2021-04-25	4227	6	71	1
2021-04-24	4221	31	70	0
2021-04-23	4190	27	70	0
2021-04-22	4163	40	70	1
2021-04-21	4123	41	69	0
2021-04-20	4082	63	69	1
2021-04-19	4019	4	68	0
2021-04-18	4015	6	68	0
2021-04-17	4009	37	68	0
2021-04-16	3972	39	68	0
2021-04-15	3933	69	68	0
2021-04-14	3864	36	68	1
2021-04-13	3828	28	67	0
2021-04-12	3800	2	67	0
2021-04-11	3798	35	67	0
2021-04-10	3763	10	67	0
2021-04-09	3753	37	67	0
2021-04-08	3716	39	67	1
2021-04-07	3677	37	66	1
2021-04-06	3640	9	65	0
2021-04-05	3631	5	65	0
2021-04-04	3626	19	65	0
2021-04-03	3607	4	65	0
2021-04-02	3603	36	65	0
2021-04-01	3567	28	65	1
2021-03-31	3539	65	64	1
2021-03-30	3474	23	63	1
2021-03-29	3451	4	62	0
2021-03-28	3447	17	62	0
2021-03-27	3430	30	62	0
2021-03-26	3400	37	62	1
2021-03-25	3363	23	61	0
2021-03-24	3340	58	61	0
2021-03-23	3282	32	61	1
2021-03-22	3250	9	60	0
2021-03-21	3241	9	60	0
2021-03-20	3232	25	60	0
2021-03-19	3207	24	60	0
2021-03-18	3183	48	60	5
2021-03-17	3135	34	55	1
2021-03-16	3101	24	54	2
2021-03-15	3077	8	52	0
2021-03-14	3069	7	52	0
2021-03-13	3062	23	52	1
2021-03-12	3039	38	51	1
2021-03-11	3001	17	50	1
2021-03-10	2984	27	49	1
2021-03-09	2957	21	48	1
2021-03-07	2936	2	47	0
2021-03-06	2934	30	47	0
2021-03-05	2904	22	47	0
2021-03-04	2882	17	47	0
2021-03-03	2865	11	47	0
2021-03-02	2854	15	47	0
2021-03-01	2839	2	47	0
2021-02-28	2837	1	47	0
2021-02-27	2836	5	47	0
2021-02-26	2831	7	47	0
2021-02-25	2824	13	47	0
2021-02-24	2811	8	47	0
2021-02-23	2803	16	47	0
2021-02-22	2787	3	47	1
2021-02-21	2784	4	46	0
2021-02-20	2780	18	46	0
2021-02-19	2762	23	46	0
2021-02-18	2739	12	46	0
2021-02-17	2727	16	46	0
2021-02-16	2711	11	46	0
2021-02-15	2700	2	46	0
2021-02-14	2698	1	46	0
2021-02-13	2697	10	46	0
2021-02-12	2687	19	46	0
2021-02-11	2668	11	46	0
2021-02-10	2657	10	46	1
2021-02-09	2647	13	45	0
2021-02-08	2634	1	45	0
2021-02-07	2633	2	45	0
2021-02-06	2631	9	45	0
2021-02-05	2622	24	45	0
2021-02-04	2598	15	45	1
2021-02-03	2583	14	44	0
2021-02-02	2569	27	44	0
2021-02-01	2542	8	44	0
2021-01-31	2534	4	44	1
2021-01-30	2530	19	43	1
2021-01-29	2511	15	42	0
2021-01-28	2496	19	42	0
2021-01-27	2477	16	42	1
2021-01-26	2461	38	41	0
2021-01-25	2423	4	41	0
2021-01-24	2419	3	41	0
2021-01-23	2416	34	41	0
2021-01-22	2382	32	41	1
2021-01-21	2350	33	40	0
2021-01-20	2317	17	40	0
2021-01-19	2300	49	40	0
2021-01-18	2251	3	40	0
2021-01-17	2248	2	40	0
2021-01-16	2246	29	40	0
2021-01-15	2217	25	40	0
2021-01-14	2192	24	40	0
2021-01-13	2168	40	40	3
2021-01-12	2128	66	37	1
2021-01-11	2062	2	36	0
2021-01-10	2060	10	36	1
2021-01-09	2050	19	35	0
2021-01-08	2031	16	35	0
2021-01-07	2015	20	35	0
2021-01-06	1995	40	35	3
2021-01-05	1955	28	32	1
2021-01-04	1927	11	31	3
2021-01-03	1916	14	28	2
2021-01-02	1902	6	26	0
2021-01-01	1896	26	26	0
2020-12-31	1870	15	26	0
2020-12-30	1855	22	26	0
2020-12-29	1833	41	26	0
2020-12-28	1792	2	26	0
2020-12-27	1790	6	26	0
2020-12-26	1784	6	26	0
2020-12-25	1778	23	26	0
2020-12-24	1755	53	26	1
2020-12-23	1702	18	25	0
2020-12-22	1684	50	25	3
2020-12-21	1634	11	22	1
2020-12-20	1623	7	21	0
2020-12-19	1616	24	21	0
2020-12-18	1592	42	21	0
2020-12-17	1550	25	21	0
2020-12-16	1525	45	21	0
2020-12-15	1480	22	21	1
2020-12-14	1458	9	20	0
2020-12-13	1449	24	20	0
2020-12-12	1425	10	20	0
2020-12-11	1415	24	20	0
2020-12-10	1391	17	20	0
2020-12-09	1374	7	20	0
2020-12-08	1367	18	20	0
2020-12-07	1349	33	20	5
2020-12-05	1316	8	15	1
2020-12-04	1308	11	14	0
2020-12-03	1297	10	14	0
2020-12-02	1287	22	14	0
2020-12-01	1265	19	14	0
2020-11-30	1246	1	14	0
2020-11-29	1245	1	14	0
2020-11-28	1244	13	14	0
2020-11-27	1231	18	14	0
2020-11-26	1213	20	14	0
2020-11-25	1193	20	14	2
2020-11-24	1173	38	12	0
2020-11-23	1135	4	12	0
2020-11-22	1131	2	12	0
2020-11-21	1129	16	12	0
2020-11-20	1113	32	12	0
2020-11-19	1081	17	12	0
2020-11-18	1064	21	12	0
2020-11-17	1043	36	12	0
2020-11-16	1007	9	12	0
2020-11-15	998	10	12	0
2020-11-14	988	36	12	0
2020-11-13	952	23	12	0
2020-11-12	929	16	12	0
2020-11-11	913	35	12	0
2020-11-10	878	36	12	0
2020-11-09	842	26	12	0
2020-11-08	816	8	12	0
2020-11-07	808	14	12	0
2020-11-06	794	51	12	0
2020-11-05	743	34	12	0
2020-11-04	709	26	12	1
2020-11-03	683	22	11	0
2020-11-02	661	27	11	0
2020-11-01	634	10	11	0
2020-10-31	624	24	11	0
2020-10-30	600	33	11	0
2020-10-29	567	24	11	0
2020-10-28	543	47	11	0
2020-10-27	496	21	11	1
2020-10-26	475	1	10	0
2020-10-25	474	12	10	0
2020-10-24	462	16	10	0
2020-10-23	446	14	10	0
2020-10-22	432	13	10	0
2020-10-21	419	35	10	1
2020-10-20	384	17	9	1
2020-10-19	367	1	8	0
2020-10-18	366	5	8	1
2020-10-17	361	1	7	0
2020-10-16	360	10	7	0
2020-10-15	350	2	7	0
2020-10-14	348	3	7	0
2020-10-13	345	7	7	0
2020-10-12	338	2	7	0
2020-10-11	336	3	7	0
2020-10-10	333	1	7	0
2020-10-09	332	3	7	0
2020-10-08	329	5	7	0
2020-10-06	324	1	7	0
2020-10-04	323	1	7	0
2020-10-02	322	1	7	0
2020-10-01	321	10	7	0
2020-09-30	311	1	7	0
2020-09-29	310	1	7	0
2020-09-26	309	7	7	0
2020-09-25	302	3	7	0
2020-09-24	299	3	7	0
2020-09-23	296	5	7	0
2020-09-20	291	2	7	0
2020-09-19	289	1	7	0
2020-09-18	288	4	7	0
2020-09-17	284	8	7	0
2020-09-16	276	2	7	0
2020-09-15	274	7	7	0
2020-09-13	267	4	7	0
2020-09-12	263	3	7	0
2020-09-11	260	3	7	0
2020-09-10	257	4	7	0
2020-09-09	253	4	7	0
2020-09-08	249	5	7	0
2020-09-07	244	2	7	0
2020-09-06	242	1	7	0
2020-09-05	241	7	7	0
2020-09-04	234	3	7	0
2020-09-03	231	3	7	0
2020-09-02	228	1	7	0
2020-09-01	227	3	7	0
2020-08-31	224	1	7	0
2020-08-29	223	1	7	0
2020-08-28	222	1	7	0
2020-08-26	221	1	7	0
2020-08-25	220	2	7	0
2020-08-23	218	1	7	0
2020-08-22	217	1	7	0
2020-08-21	216	2	7	0
2020-08-20	214	1	7	0
2020-08-19	213	2	7	0
2020-08-18	211	12	7	0
2020-08-16	199	3	7	0
2020-08-15	196	6	7	0
2020-08-13	190	1	7	0
2020-08-12	189	1	7	0
2020-08-11	188	4	7	0
2020-08-07	184	1	7	0
2020-08-05	183	1	7	0
2020-08-04	182	4	7	0
2020-08-03	178	1	7	0
2020-08-02	177	1	7	0
2020-07-31	176	1	7	0
2020-07-30	175	1	7	0
2020-07-29	174	2	7	0
2020-07-27	172	1	7	0
2020-07-26	171	1	7	0
2020-07-23	170	1	7	0
2020-07-22	169	1	7	0
2020-07-21	168	1	7	0
2020-07-18	167	3	7	0
2020-07-16	164	1	7	0
2020-07-15	163	1	7	0
2020-07-14	162	1	7	0
2020-06-09	161	2	7	0
2020-05-27	159	2	7	0
2020-05-19	157	2	7	0
2020-05-16	155	1	7	0
2020-05-15	154	1	7	0
2020-05-14	153	2	7	0
2020-05-08	151	1	7	0
2020-05-07	150	1	7	0
2020-05-06	149	1	7	0
2020-05-05	148	1	7	0
2020-05-04	147	1	7	0
2020-04-28	146	2	7	0
2020-04-26	144	2	7	0
2020-04-25	142	1	7	0
2020-04-24	141	1	7	0
2020-04-23	140	2	7	1
2020-04-22	138	1	6	0
2020-04-21	137	1	6	0
2020-04-18	136	3	6	0
2020-04-17	133	1	6	0
2020-04-16	132	3	6	0
2020-04-15	129	7	6	0
2020-04-14	122	2	6	0
2020-04-13	120	1	6	0
2020-04-12	119	1	6	0
2020-04-11	118	2	6	0
2020-04-10	116	7	6	0
2020-04-09	109	7	6	1
2020-04-08	102	13	5	3
2020-04-07	89	8	2	2
2020-04-06	81	2	0	0
2020-04-04	79	3	0	0
2020-04-03	76	13	0	0
2020-04-02	63	4	0	0
2020-04-01	59	3	0	0
2020-03-31	56	4	0	0
2020-03-30	52	1	0	0
2020-03-27	51	5	0	0
2020-03-26	46	4	0	0
2020-03-25	42	7	0	0
2020-03-24	35	6	0	0
2020-03-23	29	1	0	0
2020-03-21	28	2	0	0
2020-03-20	26	4	0	0
2020-03-19	22	3	0	0
2020-03-18	19	7	0	0
2020-03-17	12	7	0	0
2020-03-16	5	2	0	0
2020-03-14	3	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: 0:03:02.325617