Germany: SK Halle (Sachsen-Anhalt)

• 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 16:02:08 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Halle")
print(f'Population of country="Germany", subregion="SK Halle": {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 Halle": 238061 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	108298	26	700	0
2023-03-03	108272	15	700	0
2023-03-02	108257	12	700	0
2023-03-01	108245	26	700	0
2023-02-28	108219	67	700	0
2023-02-27	108152	51	700	0
2023-02-24	108101	30	700	0
2023-02-23	108071	34	700	0
2023-02-22	108037	42	700	0
2023-02-21	107995	54	700	0
2023-02-20	107941	50	700	0
2023-02-17	107891	31	700	0
2023-02-16	107860	33	700	0
2023-02-15	107827	43	700	0
2023-02-14	107784	59	700	0
2023-02-13	107725	32	700	0
2023-02-10	107693	22	700	0
2023-02-09	107671	26	700	1
2023-02-08	107645	24	699	0
2023-02-07	107621	39	699	0
2023-02-06	107582	38	699	0
2023-02-03	107544	15	699	0
2023-02-02	107529	39	699	1
2023-02-01	107490	29	698	0
2023-01-31	107461	58	698	0
2023-01-30	107403	42	698	0
2023-01-27	107361	16	698	0
2023-01-26	107345	31	698	0
2023-01-25	107314	24	698	0
2023-01-24	107290	30	698	0
2023-01-23	107260	43	698	0
2023-01-20	107217	18	698	0
2023-01-19	107199	15	698	0
2023-01-18	107184	22	698	0
2023-01-17	107162	26	698	1
2023-01-16	107136	37	697	0
2023-01-13	107099	18	697	0
2023-01-12	107081	25	697	0
2023-01-11	107056	68	697	0
2023-01-10	106988	53	697	0
2023-01-09	106935	86	697	0
2023-01-05	106849	42	697	0
2023-01-04	106807	43	697	0
2023-01-03	106764	64	697	0
2023-01-02	106700	95	697	1
2022-12-30	106605	71	696	1
2022-12-29	106534	68	695	0
2022-12-28	106466	95	695	2
2022-12-27	106371	126	693	1
2022-12-23	106245	92	692	1
2022-12-22	106153	72	691	0
2022-12-21	106081	111	691	0
2022-12-20	105970	95	691	2
2022-12-19	105875	159	689	1
2022-12-16	105716	92	688	0
2022-12-15	105624	110	688	2
2022-12-14	105514	115	686	0
2022-12-13	105399	103	686	1
2022-12-12	105296	140	685	2
2022-12-09	105156	95	683	1
2022-12-08	105061	99	682	0
2022-12-07	104962	139	682	3
2022-12-06	104823	101	679	2
2022-12-05	104722	160	677	2
2022-12-02	104562	86	675	0
2022-12-01	104476	126	675	0
2022-11-30	104350	205	675	2
2022-11-29	104145	158	673	0
2022-11-28	103987	158	673	0
2022-11-25	103829	139	673	0
2022-11-24	103690	97	673	0
2022-11-23	103593	147	673	0
2022-11-22	103446	120	673	0
2022-11-21	103326	124	673	1
2022-11-18	103202	81	672	0
2022-11-17	103121	97	672	0
2022-11-16	103024	92	672	1
2022-11-15	102932	111	671	0
2022-11-14	102821	144	671	0
2022-11-11	102677	78	671	0
2022-11-10	102599	78	671	1
2022-11-09	102521	162	670	0
2022-11-08	102359	111	670	0
2022-11-07	102248	164	670	1
2022-11-04	102084	116	669	2
2022-11-03	101968	199	667	0
2022-11-02	101769	206	667	1
2022-11-01	101563	208	666	3
2022-10-28	101355	114	663	0
2022-10-27	101241	182	663	0
2022-10-26	101059	222	663	1
2022-10-25	100837	261	662	0
2022-10-24	100576	366	662	3
2022-10-21	100210	351	659	1
2022-10-20	99859	303	658	2
2022-10-19	99556	348	656	3
2022-10-18	99208	305	653	4
2022-10-17	98903	469	649	1
2022-10-14	98434	257	648	1
2022-10-13	98177	323	647	1
2022-10-12	97854	445	646	2
2022-10-11	97409	301	644	0
2022-10-10	97108	550	644	1
2022-10-07	96558	390	643	2
2022-10-06	96168	326	641	4
2022-10-05	95842	341	637	2
2022-10-04	95501	441	635	4
2022-09-30	95060	181	631	0
2022-09-29	94879	165	631	2
2022-09-28	94714	212	629	0
2022-09-27	94502	274	629	0
2022-09-26	94228	314	629	0
2022-09-23	93914	93	629	0
2022-09-22	93821	169	629	0
2022-09-21	93652	190	629	0
2022-09-20	93462	138	629	2
2022-09-19	93324	176	627	0
2022-09-16	93148	112	627	1
2022-09-15	93036	89	626	0
2022-09-14	92947	152	626	0
2022-09-13	92795	144	626	2
2022-09-12	92651	193	624	0
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2022-09-07	92220	182	624	0
2022-09-06	92038	106	624	0
2022-09-05	91932	146	624	0
2022-09-02	91786	88	624	0
2022-09-01	91698	99	624	0
2022-08-31	91599	143	624	0
2022-08-30	91456	113	624	0
2022-08-29	91343	162	624	0
2022-08-26	91181	76	624	0
2022-08-25	91105	131	624	0
2022-08-24	90974	190	624	0
2022-08-23	90784	149	624	0
2022-08-22	90635	172	624	1
2022-08-19	90463	125	623	2
2022-08-18	90338	116	621	0
2022-08-17	90222	227	621	1
2022-08-16	89995	178	620	2
2022-08-15	89817	218	618	0
2022-08-12	89599	170	618	0
2022-08-11	89429	105	618	1
2022-08-10	89324	246	617	2
2022-08-09	89078	151	615	1
2022-08-08	88927	235	614	1
2022-08-05	88692	153	613	0
2022-08-04	88539	175	613	3
2022-08-03	88364	251	610	0
2022-08-02	88113	192	610	2
2022-08-01	87921	312	608	2
2022-07-29	87609	165	606	0
2022-07-28	87444	217	606	1
2022-07-27	87227	310	605	0
2022-07-26	86917	258	605	0
2022-07-25	86659	462	605	1
2022-07-22	86197	243	604	2
2022-07-21	85954	374	602	3
2022-07-20	85580	375	599	2
2022-07-19	85205	237	597	2
2022-07-18	84968	526	595	2
2022-07-15	84442	187	593	2
2022-07-14	84255	337	591	2
2022-07-13	83918	402	589	0
2022-07-12	83516	291	589	1
2022-07-11	83225	489	588	1
2022-07-08	82736	232	587	0
2022-07-07	82504	237	587	0
2022-07-06	82267	366	587	0
2022-07-05	81901	231	587	0
2022-07-04	81670	306	587	1
2022-07-01	81364	278	586	0
2022-06-30	81086	323	586	0
2022-06-29	80763	339	586	1
2022-06-28	80424	283	585	0
2022-06-27	80141	470	585	0
2022-06-24	79671	228	585	0
2022-06-23	79443	254	585	2
2022-06-22	79189	246	583	1
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2021-09-14	12188	28	359	0
2021-09-13	12160	3	359	0
2021-09-12	12157	10	359	0
2021-09-11	12147	26	359	0
2021-09-10	12121	21	359	0
2021-09-09	12100	9	359	0
2021-09-08	12091	13	359	0
2021-09-07	12078	29	359	1
2021-09-06	12049	4	358	0
2021-09-05	12045	8	358	0
2021-09-04	12037	20	358	0
2021-09-03	12017	11	358	0
2021-09-02	12006	27	358	0
2021-09-01	11979	19	358	0
2021-08-31	11960	11	358	0
2021-08-30	11949	2	358	0
2021-08-29	11947	4	358	0
2021-08-28	11943	13	358	0
2021-08-27	11930	17	358	0
2021-08-26	11913	3	358	0
2021-08-25	11910	9	358	0
2021-08-24	11901	5	358	0
2021-08-23	11896	2	358	0
2021-08-22	11894	5	358	0
2021-08-21	11889	11	358	0
2021-08-20	11878	9	358	0
2021-08-19	11869	11	358	0
2021-08-18	11858	9	358	0
2021-08-17	11849	16	358	1
2021-08-15	11833	10	357	0
2021-08-14	11823	11	357	0
2021-08-13	11812	10	357	0
2021-08-12	11802	8	357	0
2021-08-11	11794	2	357	0
2021-08-10	11792	8	357	0
2021-08-09	11784	1	357	0
2021-08-08	11783	4	357	0
2021-08-07	11779	1	357	0
2021-08-06	11778	6	357	0
2021-08-05	11772	6	357	1
2021-08-04	11766	1	356	0
2021-08-03	11765	4	356	0
2021-08-02	11761	1	356	0
2021-08-01	11760	3	356	0
2021-07-31	11757	6	356	0
2021-07-30	11751	5	356	0
2021-07-29	11746	2	356	0
2021-07-28	11744	4	356	2
2021-07-27	11740	6	354	0
2021-07-24	11734	4	354	0
2021-07-22	11730	1	354	0
2021-07-21	11729	3	354	0
2021-07-20	11726	2	354	0
2021-07-19	11724	1	354	0
2021-07-18	11723	1	354	0
2021-07-17	11722	1	354	0
2021-07-16	11721	4	354	0
2021-07-14	11717	2	354	0
2021-07-13	11715	2	354	0
2021-07-12	11713	2	354	0
2021-07-10	11711	2	354	0
2021-07-09	11709	1	354	0
2021-07-06	11708	2	354	0
2021-07-04	11706	1	354	0
2021-07-02	11705	1	354	0
2021-06-30	11704	3	354	0
2021-06-29	11701	1	354	0
2021-06-27	11700	1	354	0
2021-06-25	11699	1	354	0
2021-06-24	11698	1	354	0
2021-06-19	11697	2	354	0
2021-06-18	11695	1	354	0
2021-06-17	11694	1	354	1
2021-06-16	11693	3	353	0
2021-06-15	11690	1	353	0
2021-06-12	11689	5	353	0
2021-06-11	11684	2	353	0
2021-06-10	11682	1	353	0
2021-06-09	11681	5	353	0
2021-06-08	11676	7	353	0
2021-06-07	11669	1	353	0
2021-06-06	11668	4	353	0
2021-06-05	11664	13	353	0
2021-06-04	11651	9	353	0
2021-06-03	11642	9	353	0
2021-06-02	11633	8	353	0
2021-06-01	11625	9	353	0
2021-05-31	11616	4	353	0
2021-05-30	11612	5	353	0
2021-05-29	11607	18	353	0
2021-05-28	11589	8	353	0
2021-05-27	11581	11	353	0
2021-05-26	11570	12	353	0
2021-05-25	11558	11	353	0
2021-05-24	11547	4	353	0
2021-05-23	11543	17	353	0
2021-05-22	11526	11	353	0
2021-05-21	11515	11	353	0
2021-05-20	11504	15	353	0
2021-05-19	11489	19	353	0
2021-05-18	11470	27	353	0
2021-05-17	11443	4	353	0
2021-05-16	11439	18	353	0
2021-05-15	11421	11	353	0
2021-05-14	11410	16	353	0
2021-05-13	11394	45	353	0
2021-05-12	11349	62	353	0
2021-05-11	11287	23	353	0
2021-05-10	11264	3	353	1
2021-05-09	11261	30	352	0
2021-05-08	11231	48	352	1
2021-05-07	11183	49	351	0
2021-05-06	11134	46	351	2
2021-05-05	11088	71	349	0
2021-05-04	11017	22	349	0
2021-05-03	10995	11	349	0
2021-05-02	10984	31	349	1
2021-05-01	10953	31	348	0
2021-04-30	10922	57	348	0
2021-04-29	10865	56	348	1
2021-04-28	10809	105	347	0
2021-04-27	10704	35	347	0
2021-04-26	10669	30	347	0
2021-04-25	10639	67	347	0
2021-04-24	10572	74	347	0
2021-04-23	10498	66	347	2
2021-04-22	10432	99	345	2
2021-04-21	10333	91	343	0
2021-04-20	10242	29	343	1
2021-04-19	10213	20	342	0
2021-04-18	10193	56	342	0
2021-04-17	10137	48	342	1
2021-04-16	10089	130	341	1
2021-04-15	9959	72	340	3
2021-04-14	9887	142	337	2
2021-04-13	9745	56	335	3
2021-04-12	9689	20	332	1
2021-04-11	9669	30	331	1
2021-04-10	9639	96	330	0
2021-04-09	9543	166	330	5
2021-04-08	9377	78	325	1
2021-04-07	9299	61	324	1
2021-04-06	9238	22	323	1
2021-04-05	9216	40	322	2
2021-04-04	9176	41	320	2
2021-04-03	9135	60	318	0
2021-04-02	9075	41	318	2
2021-04-01	9034	145	316	3
2021-03-31	8889	78	313	0
2021-03-30	8811	72	313	3
2021-03-29	8739	20	310	1
2021-03-28	8719	33	309	0
2021-03-27	8686	177	309	3
2021-03-26	8509	98	306	1
2021-03-25	8411	94	305	5
2021-03-24	8317	69	300	2
2021-03-23	8248	28	298	3
2021-03-22	8220	16	295	0
2021-03-21	8204	86	295	0
2021-03-20	8118	61	295	0
2021-03-19	8057	83	295	2
2021-03-18	7974	94	293	2
2021-03-17	7880	54	291	2
2021-03-16	7826	38	289	0
2021-03-15	7788	17	289	0
2021-03-14	7771	63	289	1
2021-03-13	7708	88	288	2
2021-03-12	7620	53	286	2
2021-03-11	7567	73	284	1
2021-03-10	7494	61	283	0
2021-03-09	7433	27	283	0
2021-03-08	7406	10	283	0
2021-03-07	7396	55	283	0
2021-03-06	7341	36	283	2
2021-03-05	7305	36	281	1
2021-03-04	7269	59	280	2
2021-03-03	7210	48	278	1
2021-03-02	7162	41	277	2
2021-03-01	7121	7	275	1
2021-02-28	7114	56	274	0
2021-02-27	7058	30	274	1
2021-02-26	7028	41	273	1
2021-02-25	6987	60	272	4
2021-02-24	6927	56	268	3
2021-02-23	6871	19	265	0
2021-02-22	6852	17	265	1
2021-02-21	6835	18	264	0
2021-02-20	6817	47	264	1
2021-02-19	6770	45	263	3
2021-02-18	6725	29	260	0
2021-02-17	6696	36	260	0
2021-02-16	6660	39	260	0
2021-02-15	6621	5	260	0
2021-02-14	6616	17	260	0
2021-02-13	6599	62	260	4
2021-02-12	6537	39	256	1
2021-02-11	6498	23	255	0
2021-02-10	6475	34	255	1
2021-02-09	6441	23	254	3
2021-02-08	6418	6	251	1
2021-02-07	6412	40	250	1
2021-02-06	6372	58	249	4
2021-02-05	6314	57	245	6
2021-02-04	6257	56	239	2
2021-02-03	6201	58	237	1
2021-02-02	6143	39	236	0
2021-02-01	6104	17	236	0
2021-01-31	6087	46	236	3
2021-01-30	6041	60	233	1
2021-01-29	5981	44	232	0
2021-01-28	5937	36	232	2
2021-01-27	5901	57	230	1
2021-01-26	5844	54	229	1
2021-01-25	5790	18	228	4
2021-01-24	5772	57	224	2
2021-01-23	5715	85	222	3
2021-01-22	5630	56	219	3
2021-01-21	5574	69	216	4
2021-01-20	5505	104	212	11
2021-01-19	5401	72	201	0
2021-01-18	5329	8	201	3
2021-01-17	5321	23	198	0
2021-01-16	5298	143	198	8
2021-01-15	5155	101	190	5
2021-01-14	5054	111	185	2
2021-01-13	4943	118	183	2
2021-01-12	4825	107	181	4
2021-01-11	4718	111	177	6
2021-01-10	4607	99	171	9
2021-01-09	4508	102	162	9
2021-01-08	4406	114	153	2
2021-01-07	4292	133	151	7
2021-01-06	4159	140	144	5
2021-01-05	4019	85	139	2
2021-01-04	3934	91	137	4
2021-01-03	3843	84	133	2
2021-01-02	3759	93	131	4
2021-01-01	3666	75	127	2
2020-12-31	3591	76	125	5
2020-12-30	3515	36	120	4
2020-12-29	3479	72	116	8
2020-12-28	3407	27	108	2
2020-12-27	3380	36	106	2
2020-12-26	3344	81	104	3
2020-12-25	3263	34	101	0
2020-12-24	3229	53	101	4
2020-12-23	3176	74	97	3
2020-12-22	3102	118	94	14
2020-12-21	2984	75	80	6
2020-12-20	2909	95	74	8
2020-12-19	2814	28	66	2
2020-12-18	2786	138	64	3
2020-12-17	2648	177	61	6
2020-12-16	2471	109	55	0
2020-12-15	2362	89	55	3
2020-12-14	2273	32	52	1
2020-12-13	2241	17	51	3
2020-12-12	2224	32	48	2
2020-12-11	2192	62	46	3
2020-12-10	2130	64	43	2
2020-12-09	2066	60	41	2
2020-12-08	2006	43	39	2
2020-12-07	1963	53	37	1
2020-12-06	1910	34	36	4
2020-12-05	1876	52	32	5
2020-12-04	1824	43	27	3
2020-12-03	1781	41	24	0
2020-12-02	1740	52	24	0
2020-12-01	1688	46	24	0
2020-11-30	1642	14	24	0
2020-11-29	1628	6	24	0
2020-11-28	1622	33	24	0
2020-11-27	1589	33	24	0
2020-11-26	1556	22	24	0
2020-11-25	1534	43	24	0
2020-11-24	1491	27	24	0
2020-11-23	1464	46	24	0
2020-11-22	1418	10	24	0
2020-11-21	1408	40	24	1
2020-11-20	1368	5	23	0
2020-11-19	1363	37	23	1
2020-11-18	1326	26	22	1
2020-11-17	1300	34	21	0
2020-11-16	1266	4	21	0
2020-11-15	1262	44	21	0
2020-11-14	1218	30	21	0
2020-11-13	1188	12	21	0
2020-11-12	1176	41	21	1
2020-11-11	1135	23	20	0
2020-11-10	1112	25	20	0
2020-11-09	1087	11	20	0
2020-11-08	1076	17	20	0
2020-11-07	1059	26	20	1
2020-11-06	1033	20	19	0
2020-11-05	1013	43	19	3
2020-11-04	970	21	16	0
2020-11-03	949	27	16	0
2020-11-02	922	8	16	0
2020-11-01	914	21	16	0
2020-10-31	893	37	16	0
2020-10-30	856	17	16	1
2020-10-29	839	26	15	1
2020-10-28	813	30	14	0
2020-10-27	783	18	14	0
2020-10-26	765	5	14	0
2020-10-25	760	3	14	0
2020-10-24	757	1	14	0
2020-10-23	756	68	14	0
2020-10-22	688	5	14	0
2020-10-21	683	36	14	0
2020-10-19	647	7	14	0
2020-10-18	640	16	14	0
2020-10-17	624	9	14	0
2020-10-16	615	9	14	0
2020-10-15	606	12	14	0
2020-10-14	594	15	14	0
2020-10-13	579	2	14	0
2020-10-12	577	3	14	0
2020-10-11	574	22	14	0
2020-10-09	552	19	14	0
2020-10-08	533	8	14	0
2020-10-07	525	6	14	0
2020-10-06	519	9	14	0
2020-10-03	510	2	14	0
2020-10-02	508	6	14	0
2020-10-01	502	2	14	0
2020-09-30	500	11	14	0
2020-09-29	489	3	14	0
2020-09-28	486	1	14	0
2020-09-26	485	12	14	0
2020-09-25	473	10	14	0
2020-09-23	463	1	14	0
2020-09-22	462	4	14	0
2020-09-20	458	2	14	0
2020-09-19	456	2	14	0
2020-09-17	454	15	14	0
2020-09-16	439	11	14	0
2020-09-13	428	1	14	0
2020-09-12	427	3	14	0
2020-09-11	424	6	14	0
2020-09-10	418	2	14	0
2020-09-09	416	1	14	0
2020-09-08	415	3	14	0
2020-09-06	412	1	14	0
2020-09-05	411	1	14	0
2020-09-04	410	3	14	0
2020-09-02	407	1	14	0
2020-09-01	406	2	14	0
2020-08-29	404	1	14	0
2020-08-28	403	1	14	0
2020-08-26	402	2	14	0
2020-08-25	400	4	14	0
2020-08-22	396	1	14	0
2020-08-21	395	2	14	0
2020-08-20	393	3	14	0
2020-08-19	390	4	14	0
2020-08-18	386	3	14	0
2020-08-17	383	1	14	0
2020-08-15	382	2	14	0
2020-08-14	380	2	14	0
2020-08-13	378	1	14	0
2020-08-12	377	2	14	0
2020-08-11	375	1	14	0
2020-08-10	374	1	14	0
2020-08-04	373	1	14	0
2020-07-29	372	1	14	0
2020-07-21	371	1	14	0
2020-07-18	370	1	14	0
2020-07-15	369	1	14	0
2020-07-07	368	1	14	0
2020-07-05	367	1	14	0
2020-06-28	366	1	14	0
2020-06-26	365	1	14	0
2020-06-24	364	1	14	0
2020-06-21	363	1	14	0
2020-06-16	362	2	14	0
2020-06-14	360	1	14	0
2020-06-13	359	1	14	0
2020-06-10	358	1	14	0
2020-06-09	357	1	14	0
2020-06-05	356	1	14	0
2020-06-02	355	2	14	0
2020-05-30	353	2	14	0
2020-05-16	351	1	14	0
2020-05-14	350	2	14	0
2020-05-13	348	3	14	0
2020-05-12	345	3	14	0
2020-05-11	342	1	14	0
2020-05-10	341	1	14	0
2020-05-09	340	2	14	0
2020-05-08	338	6	14	0
2020-05-07	332	5	14	0
2020-05-05	327	1	14	0
2020-05-01	326	3	14	0
2020-04-29	323	11	14	0
2020-04-28	312	1	14	0
2020-04-26	311	2	14	0
2020-04-25	309	5	14	0
2020-04-24	304	3	14	0
2020-04-23	301	12	14	1
2020-04-22	289	4	13	0
2020-04-21	285	3	13	0
2020-04-20	282	2	13	0
2020-04-19	280	4	13	0
2020-04-18	276	2	13	0
2020-04-17	274	1	13	0
2020-04-16	273	2	13	0
2020-04-15	271	8	13	0
2020-04-14	263	4	13	0
2020-04-13	259	2	13	1
2020-04-12	257	2	12	0
2020-04-11	255	11	12	1
2020-04-10	244	1	11	0
2020-04-09	243	5	11	0
2020-04-08	238	9	11	0
2020-04-07	229	13	11	1
2020-04-06	216	5	10	1
2020-04-05	211	1	9	0
2020-04-04	210	7	9	0
2020-04-03	203	9	9	0
2020-04-02	194	10	9	0
2020-04-01	184	9	9	0
2020-03-31	175	7	9	0
2020-03-30	168	27	9	6
2020-03-29	141	6	3	0
2020-03-28	135	17	3	0
2020-03-27	118	16	3	0
2020-03-26	102	6	3	0
2020-03-25	96	11	3	0
2020-03-24	85	7	3	0
2020-03-23	78	7	3	0
2020-03-22	71	5	3	1
2020-03-21	66	4	2	0
2020-03-20	62	18	2	1
2020-03-19	44	4	1	0
2020-03-18	40	16	1	0
2020-03-17	24	5	1	0
2020-03-16	19	5	1	0
2020-03-14	14	2	1	0
2020-03-13	12	3	1	0
2020-03-12	9	4	1	0
2020-03-11	5	3	1	1

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: 0:02:52.891269