Germany: LK Stormarn (Schleswig-Holstein)

• 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 16:02:09 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Stormarn")
print(f'Population of country="Germany", subregion="LK Stormarn": {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 Stormarn": 245406 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	89373	1	469	0
2023-03-05	89372	3	469	0
2023-03-04	89369	3	469	0
2023-03-03	89366	11	469	0
2023-03-02	89355	8	469	0
2023-03-01	89347	4	469	0
2023-02-28	89343	33	469	0
2023-02-27	89310	20	469	0
2023-02-26	89290	5	469	0
2023-02-25	89285	10	469	0
2023-02-24	89275	18	469	0
2023-02-23	89257	16	469	0
2023-02-22	89241	14	469	0
2023-02-21	89227	16	469	0
2023-02-20	89211	15	469	0
2023-02-19	89196	5	469	0
2023-02-18	89191	7	469	0
2023-02-17	89184	12	469	0
2023-02-16	89172	13	469	0
2023-02-15	89159	11	469	0
2023-02-14	89148	19	469	0
2023-02-13	89129	27	469	0
2023-02-12	89102	1	469	0
2023-02-11	89101	5	469	0
2023-02-10	89096	12	469	0
2023-02-09	89084	14	469	0
2023-02-08	89070	9	469	0
2023-02-07	89061	14	469	1
2023-02-06	89047	17	468	0
2023-02-05	89030	2	468	0
2023-02-04	89028	3	468	0
2023-02-03	89025	10	468	0
2023-02-02	89015	14	468	0
2023-02-01	89001	19	468	0
2023-01-31	88982	20	468	0
2023-01-30	88962	18	468	0
2023-01-29	88944	5	468	0
2023-01-28	88939	8	468	0
2023-01-27	88931	9	468	0
2023-01-26	88922	12	468	0
2023-01-25	88910	21	468	0
2023-01-24	88889	11	468	0
2023-01-23	88878	15	468	0
2023-01-22	88863	5	468	0
2023-01-21	88858	6	468	0
2023-01-20	88852	5	468	0
2023-01-19	88847	13	468	0
2023-01-18	88834	10	468	0
2023-01-17	88824	14	468	0
2023-01-16	88810	22	468	0
2023-01-15	88788	6	468	0
2023-01-14	88782	7	468	0
2023-01-13	88775	15	468	0
2023-01-12	88760	20	468	0
2023-01-11	88740	18	468	0
2023-01-10	88722	44	468	0
2023-01-09	88678	47	468	0
2023-01-08	88631	10	468	0
2023-01-07	88621	17	468	0
2023-01-06	88604	27	468	0
2023-01-05	88577	45	468	0
2023-01-04	88532	63	468	0
2023-01-03	88469	39	468	0
2023-01-02	88430	47	468	0
2023-01-01	88383	7	468	0
2022-12-31	88376	19	468	0
2022-12-30	88357	44	468	0
2022-12-29	88313	79	468	0
2022-12-28	88234	83	468	0
2022-12-27	88151	65	468	0
2022-12-26	88086	20	468	1
2022-12-25	88066	17	467	0
2022-12-24	88049	55	467	0
2022-12-23	87994	102	467	0
2022-12-22	87892	93	467	0
2022-12-21	87799	109	467	0
2022-12-20	87690	130	467	0
2022-12-19	87560	102	467	1
2022-12-18	87458	32	466	0
2022-12-17	87426	45	466	0
2022-12-16	87381	68	466	0
2022-12-15	87313	72	466	0
2022-12-14	87241	124	466	1
2022-12-13	87117	90	465	0
2022-12-12	87027	135	465	0
2022-12-11	86892	35	465	0
2022-12-10	86857	29	465	0
2022-12-09	86828	73	465	0
2022-12-08	86755	102	465	0
2022-12-07	86653	91	465	1
2022-12-06	86562	68	464	0
2022-12-05	86494	112	464	1
2022-12-04	86382	31	463	0
2022-12-03	86351	28	463	0
2022-12-02	86323	78	463	1
2022-12-01	86245	86	462	0
2022-11-30	86159	113	462	1
2022-11-29	86046	76	461	0
2022-11-28	85970	88	461	0
2022-11-27	85882	29	461	1
2022-11-26	85853	20	460	0
2022-11-25	85833	49	460	0
2022-11-24	85784	74	460	0
2022-11-23	85710	72	460	0
2022-11-22	85638	64	460	1
2022-11-21	85574	77	459	0
2022-11-20	85497	22	459	0
2022-11-19	85475	33	459	1
2022-11-18	85442	48	458	0
2022-11-17	85394	62	458	1
2022-11-16	85332	62	457	0
2022-11-15	85270	76	457	0
2022-11-14	85194	75	457	0
2022-11-13	85119	30	457	0
2022-11-12	85089	34	457	0
2022-11-11	85055	72	457	0
2022-11-10	84983	76	457	0
2022-11-09	84907	94	457	1
2022-11-08	84813	78	456	0
2022-11-07	84735	101	456	0
2022-11-06	84634	25	456	0
2022-11-05	84609	37	456	0
2022-11-04	84572	56	456	0
2022-11-03	84516	101	456	1
2022-11-02	84415	109	455	0
2022-11-01	84306	139	455	0
2022-10-31	84167	25	455	0
2022-10-30	84142	45	455	0
2022-10-29	84097	42	455	0
2022-10-28	84055	89	455	0
2022-10-27	83966	115	455	0
2022-10-26	83851	175	455	0
2022-10-25	83676	148	455	2
2022-10-24	83528	189	453	0
2022-10-23	83339	63	453	0
2022-10-22	83276	71	453	0
2022-10-21	83205	149	453	0
2022-10-20	83056	117	453	2
2022-10-19	82939	183	451	0
2022-10-18	82756	223	451	2
2022-10-17	82533	207	449	1
2022-10-16	82326	46	448	1
2022-10-15	82280	97	447	1
2022-10-14	82183	155	446	0
2022-10-13	82028	159	446	0
2022-10-12	81869	255	446	0
2022-10-11	81614	246	446	0
2022-10-10	81368	200	446	0
2022-10-09	81168	124	446	0
2022-10-08	81044	91	446	0
2022-10-07	80953	234	446	0
2022-10-06	80719	214	446	0
2022-10-05	80505	281	446	2
2022-10-04	80224	195	444	1
2022-10-03	80029	58	443	0
2022-10-02	79971	44	443	0
2022-10-01	79927	82	443	0
2022-09-30	79845	113	443	2
2022-09-29	79732	173	441	0
2022-09-28	79559	156	441	1
2022-09-27	79403	170	440	1
2022-09-26	79233	164	439	0
2022-09-25	79069	57	439	1
2022-09-24	79012	41	438	1
2022-09-23	78971	107	437	0
2022-09-22	78864	104	437	0
2022-09-21	78760	101	437	0
2022-09-20	78659	126	437	0
2022-09-19	78533	137	437	0
2022-09-18	78396	28	437	0
2022-09-17	78368	49	437	0
2022-09-16	78319	93	437	0
2022-09-15	78226	73	437	0
2022-09-14	78153	71	437	0
2022-09-13	78082	114	437	1
2022-09-12	77968	66	436	0
2022-09-11	77902	22	436	0
2022-09-10	77880	44	436	0
2022-09-09	77836	79	436	0
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2022-09-07	77683	87	436	0
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2022-09-05	77466	82	436	0
2022-09-04	77384	8	436	0
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2022-08-24	76668	98	435	1
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2021-10-18	8419	39	325	0
2021-10-15	8380	13	325	0
2021-10-14	8367	23	325	1
2021-10-13	8344	31	324	0
2021-10-12	8313	28	324	1
2021-10-11	8285	27	323	1
2021-10-08	8258	15	322	0
2021-10-07	8243	23	322	0
2021-10-06	8220	15	322	1
2021-10-05	8205	36	321	1
2021-10-04	8169	29	320	0
2021-10-01	8140	27	320	0
2021-09-30	8113	21	320	0
2021-09-29	8092	13	320	0
2021-09-28	8079	40	320	0
2021-09-27	8039	21	320	0
2021-09-24	8018	14	320	0
2021-09-23	8004	15	320	0
2021-09-22	7989	17	320	1
2021-09-21	7972	14	319	0
2021-09-20	7958	16	319	0
2021-09-17	7942	13	319	0
2021-09-16	7929	10	319	0
2021-09-15	7919	28	319	0
2021-09-14	7891	12	319	0
2021-09-13	7879	44	319	0
2021-09-10	7835	10	319	0
2021-09-09	7825	28	319	1
2021-09-08	7797	15	318	0
2021-09-07	7782	23	318	1
2021-09-06	7759	14	317	0
2021-09-03	7745	24	317	0
2021-09-02	7721	23	317	0
2021-09-01	7698	25	317	0
2021-08-31	7673	20	317	0
2021-08-30	7653	30	317	0
2021-08-27	7623	15	317	0
2021-08-26	7608	26	317	1
2021-08-25	7582	18	316	0
2021-08-24	7564	35	316	0
2021-08-23	7529	30	316	1
2021-08-20	7499	6	315	0
2021-08-19	7493	11	315	0
2021-08-18	7482	17	315	0
2021-08-17	7465	32	315	0
2021-08-16	7433	33	315	0
2021-08-13	7400	23	315	0
2021-08-12	7377	14	315	0
2021-08-11	7363	22	315	1
2021-08-10	7341	22	314	0
2021-08-09	7319	20	314	0
2021-08-06	7299	10	314	0
2021-08-05	7289	27	314	0
2021-08-04	7262	15	314	0
2021-08-03	7247	17	314	1
2021-08-02	7230	13	313	0
2021-07-30	7217	10	313	0
2021-07-29	7207	6	313	0
2021-07-28	7201	9	313	0
2021-07-27	7192	5	313	0
2021-07-26	7187	15	313	0
2021-07-23	7172	2	313	0
2021-07-22	7170	6	313	0
2021-07-21	7164	5	313	0
2021-07-20	7159	12	313	0
2021-07-19	7147	15	313	1
2021-07-16	7132	6	312	0
2021-07-15	7126	7	312	0
2021-07-14	7119	3	312	0
2021-07-13	7116	4	312	0
2021-07-12	7112	1	312	0
2021-07-10	7111	1	312	0
2021-07-08	7110	3	312	0
2021-07-07	7107	2	312	0
2021-07-06	7105	2	312	0
2021-07-05	7103	1	312	0
2021-07-03	7102	3	312	0
2021-07-02	7099	2	312	0
2021-07-01	7097	2	312	0
2021-06-30	7095	1	312	0
2021-06-29	7094	1	312	0
2021-06-28	7093	2	312	0
2021-06-26	7091	1	312	0
2021-06-25	7090	4	312	0
2021-06-24	7086	3	312	0
2021-06-23	7083	2	312	0
2021-06-22	7081	4	312	0
2021-06-21	7077	4	312	0
2021-06-19	7073	2	312	0
2021-06-18	7071	2	312	0
2021-06-17	7069	5	312	0
2021-06-16	7064	2	312	0
2021-06-15	7062	1	312	0
2021-06-14	7061	1	312	0
2021-06-12	7060	6	312	0
2021-06-11	7054	8	312	0
2021-06-10	7046	6	312	0
2021-06-09	7040	11	312	0
2021-06-08	7029	13	312	0
2021-06-07	7016	6	312	0
2021-06-05	7010	6	312	0
2021-06-04	7004	6	312	0
2021-06-03	6998	7	312	0
2021-06-02	6991	12	312	0
2021-06-01	6979	10	312	0
2021-05-31	6969	9	312	0
2021-05-29	6960	8	312	0
2021-05-28	6952	18	312	0
2021-05-27	6934	5	312	1
2021-05-26	6929	18	311	0
2021-05-25	6911	4	311	0
2021-05-24	6907	21	311	0
2021-05-22	6886	4	311	1
2021-05-21	6882	9	310	0
2021-05-20	6873	14	310	0
2021-05-19	6859	13	310	0
2021-05-18	6846	20	310	1
2021-05-17	6826	12	309	0
2021-05-16	6814	2	309	0
2021-05-15	6812	8	309	0
2021-05-14	6804	11	309	0
2021-05-13	6793	11	309	0
2021-05-12	6782	23	309	0
2021-05-11	6759	25	309	0
2021-05-10	6734	12	309	0
2021-05-09	6722	10	309	0
2021-05-08	6712	26	309	0
2021-05-07	6686	27	309	0
2021-05-06	6659	36	309	0
2021-05-05	6623	28	309	1
2021-05-04	6595	22	308	1
2021-05-03	6573	25	307	0
2021-05-02	6548	3	307	0
2021-05-01	6545	19	307	0
2021-04-30	6526	38	307	0
2021-04-29	6488	35	307	0
2021-04-28	6453	34	307	0
2021-04-27	6419	55	307	0
2021-04-26	6364	19	307	0
2021-04-25	6345	8	307	0
2021-04-24	6337	47	307	1
2021-04-23	6290	30	306	1
2021-04-22	6260	38	305	1
2021-04-21	6222	44	304	0
2021-04-20	6178	64	304	0
2021-04-19	6114	27	304	1
2021-04-18	6087	22	303	0
2021-04-17	6065	28	303	0
2021-04-16	6037	28	303	1
2021-04-15	6009	45	302	1
2021-04-14	5964	48	301	0
2021-04-13	5916	41	301	2
2021-04-12	5875	29	299	0
2021-04-11	5846	5	299	0
2021-04-10	5841	29	299	0
2021-04-09	5812	40	299	0
2021-04-08	5772	46	299	0
2021-04-07	5726	54	299	0
2021-04-06	5672	12	299	0
2021-04-05	5660	33	299	1
2021-04-03	5627	8	298	1
2021-04-02	5619	32	297	0
2021-04-01	5587	23	297	0
2021-03-31	5564	36	297	1
2021-03-30	5528	38	296	0
2021-03-29	5490	28	296	0
2021-03-28	5462	11	296	0
2021-03-27	5451	36	296	0
2021-03-26	5415	35	296	0
2021-03-25	5380	50	296	1
2021-03-24	5330	33	295	0
2021-03-23	5297	32	295	1
2021-03-22	5265	20	294	0
2021-03-21	5245	8	294	0
2021-03-20	5237	43	294	0
2021-03-19	5194	22	294	0
2021-03-18	5172	38	294	0
2021-03-17	5134	26	294	0
2021-03-16	5108	25	294	0
2021-03-15	5083	15	294	0
2021-03-14	5068	10	294	0
2021-03-13	5058	31	294	1
2021-03-12	5027	24	293	0
2021-03-11	5003	26	293	0
2021-03-10	4977	36	293	0
2021-03-09	4941	40	293	0
2021-03-08	4901	3	293	0
2021-03-07	4898	12	293	1
2021-03-06	4886	31	292	1
2021-03-05	4855	39	291	0
2021-03-04	4816	22	291	1
2021-03-03	4794	37	290	2
2021-03-02	4757	26	288	1
2021-03-01	4731	6	287	1
2021-02-28	4725	8	286	0
2021-02-27	4717	26	286	0
2021-02-26	4691	16	286	2
2021-02-25	4675	29	284	1
2021-02-24	4646	30	283	1
2021-02-23	4616	36	282	0
2021-02-22	4580	6	282	0
2021-02-21	4574	3	282	0
2021-02-20	4571	19	282	0
2021-02-19	4552	17	282	1
2021-02-18	4535	13	281	1
2021-02-17	4522	27	280	0
2021-02-16	4495	20	280	0
2021-02-15	4475	12	280	1
2021-02-14	4463	8	279	0
2021-02-13	4455	18	279	0
2021-02-12	4437	23	279	2
2021-02-11	4414	25	277	1
2021-02-10	4389	21	276	2
2021-02-09	4368	19	274	0
2021-02-08	4349	13	274	2
2021-02-07	4336	19	272	1
2021-02-06	4317	29	271	2
2021-02-05	4288	21	269	0
2021-02-04	4267	25	269	0
2021-02-03	4242	25	269	0
2021-02-02	4217	26	269	0
2021-02-01	4191	3	269	0
2021-01-31	4188	8	269	0
2021-01-30	4180	17	269	0
2021-01-29	4163	23	269	0
2021-01-28	4140	19	269	1
2021-01-27	4121	43	268	1
2021-01-26	4078	43	267	4
2021-01-25	4035	8	263	1
2021-01-24	4027	10	262	0
2021-01-23	4017	20	262	1
2021-01-22	3997	54	261	4
2021-01-21	3943	37	257	2
2021-01-20	3906	43	255	5
2021-01-19	3863	43	250	6
2021-01-18	3820	16	244	3
2021-01-17	3804	30	241	9
2021-01-16	3774	31	232	10
2021-01-15	3743	47	222	6
2021-01-14	3696	37	216	2
2021-01-13	3659	51	214	1
2021-01-12	3608	35	213	4
2021-01-11	3573	18	209	3
2021-01-10	3555	10	206	1
2021-01-09	3545	34	205	2
2021-01-08	3511	31	203	2
2021-01-07	3480	48	201	3
2021-01-06	3432	82	198	9
2021-01-05	3350	57	189	3
2021-01-04	3293	22	186	2
2021-01-03	3271	23	184	3
2021-01-02	3248	20	181	2
2020-12-31	3228	43	179	4
2020-12-30	3185	63	175	5
2020-12-29	3122	88	170	13
2020-12-28	3034	72	157	7
2020-12-27	2962	55	150	9
2020-12-26	2907	31	141	5
2020-12-24	2876	37	136	0
2020-12-23	2839	147	136	8
2020-12-22	2692	79	128	13
2020-12-21	2613	32	115	2
2020-12-20	2581	21	113	0
2020-12-19	2560	37	113	1
2020-12-18	2523	62	112	5
2020-12-17	2461	68	107	4
2020-12-16	2393	80	103	5
2020-12-15	2313	50	98	2
2020-12-14	2263	11	96	4
2020-12-13	2252	13	92	1
2020-12-12	2239	51	91	0
2020-12-11	2188	57	91	2
2020-12-10	2131	76	89	10
2020-12-09	2055	63	79	2
2020-12-08	1992	43	77	0
2020-12-07	1949	13	77	2
2020-12-06	1936	9	75	1
2020-12-05	1927	34	74	3
2020-12-04	1893	42	71	1
2020-12-03	1851	36	70	2
2020-12-02	1815	29	68	1
2020-12-01	1786	33	67	1
2020-11-30	1753	6	66	0
2020-11-29	1747	8	66	0
2020-11-28	1739	16	66	0
2020-11-27	1723	32	66	2
2020-11-26	1691	27	64	2
2020-11-25	1664	26	62	0
2020-11-24	1638	28	62	0
2020-11-23	1610	5	62	0
2020-11-22	1605	2	62	0
2020-11-21	1603	16	62	0
2020-11-20	1587	49	62	0
2020-11-19	1538	30	62	2
2020-11-18	1508	36	60	0
2020-11-17	1472	32	60	0
2020-11-16	1440	11	60	1
2020-11-15	1429	21	59	0
2020-11-14	1408	8	59	0
2020-11-13	1400	34	59	3
2020-11-12	1366	37	56	0
2020-11-11	1329	30	56	0
2020-11-10	1299	38	56	0
2020-11-09	1261	17	56	0
2020-11-08	1244	21	56	1
2020-11-07	1223	26	55	0
2020-11-06	1197	31	55	0
2020-11-05	1166	28	55	0
2020-11-04	1138	38	55	3
2020-11-03	1100	26	52	0
2020-11-02	1074	15	52	2
2020-11-01	1059	13	50	0
2020-10-31	1046	29	50	2
2020-10-30	1017	27	48	2
2020-10-29	990	17	46	0
2020-10-28	973	28	46	0
2020-10-27	945	31	46	0
2020-10-26	914	49	46	2
2020-10-23	865	23	44	1
2020-10-22	842	54	43	3
2020-10-21	788	4	40	1
2020-10-20	784	8	39	0
2020-10-19	776	28	39	1
2020-10-16	748	13	38	1
2020-10-15	735	12	37	0
2020-10-14	723	8	37	0
2020-10-13	715	7	37	0
2020-10-12	708	15	37	0
2020-10-09	693	4	37	0
2020-10-08	689	6	37	0
2020-10-07	683	5	37	0
2020-10-06	678	5	37	0
2020-10-05	673	8	37	0
2020-10-02	665	5	37	0
2020-10-01	660	6	37	0
2020-09-30	654	6	37	0
2020-09-29	648	8	37	0
2020-09-28	640	11	37	0
2020-09-25	629	9	37	0
2020-09-24	620	8	37	0
2020-09-23	612	9	37	0
2020-09-22	603	8	37	0
2020-09-21	595	4	37	1
2020-09-20	591	1	36	0
2020-09-19	590	2	36	0
2020-09-18	588	7	36	0
2020-09-17	581	9	36	0
2020-09-16	572	1	36	0
2020-09-15	571	3	36	0
2020-09-14	568	4	36	0
2020-09-11	564	1	36	0
2020-09-10	563	4	36	0
2020-09-09	559	2	36	0
2020-09-08	557	3	36	0
2020-09-07	554	2	36	0
2020-09-05	552	3	36	0
2020-09-03	549	4	36	0
2020-09-02	545	5	36	0
2020-09-01	540	1	36	0
2020-08-31	539	4	36	0
2020-08-28	535	4	36	0
2020-08-27	531	2	36	0
2020-08-26	529	2	36	0
2020-08-25	527	6	36	0
2020-08-24	521	3	36	0
2020-08-23	518	1	36	0
2020-08-21	517	1	36	0
2020-08-19	516	4	36	0
2020-08-18	512	3	36	0
2020-08-17	509	4	36	0
2020-08-15	505	3	36	0
2020-08-14	502	6	36	0
2020-08-13	496	3	36	0
2020-08-12	493	4	36	1
2020-08-11	489	3	35	0
2020-08-10	486	7	35	0
2020-08-08	479	2	35	0
2020-08-07	477	1	35	0
2020-08-06	476	2	35	0
2020-08-05	474	3	35	1
2020-08-04	471	4	34	0
2020-08-03	467	5	34	0
2020-08-02	462	1	34	0
2020-08-01	461	2	34	0
2020-07-31	459	10	34	0
2020-07-30	449	5	34	0
2020-07-29	444	5	34	0
2020-07-27	439	4	34	0
2020-07-23	435	1	34	0
2020-07-22	434	1	34	0
2020-07-10	433	1	34	0
2020-07-08	432	3	34	1
2020-07-07	429	2	33	0
2020-07-04	427	1	33	0
2020-07-01	426	2	33	0
2020-06-27	424	2	33	0
2020-06-25	422	2	33	0
2020-06-15	420	1	33	0
2020-06-06	419	1	33	0
2020-05-29	418	2	33	0
2020-05-28	416	1	33	0
2020-05-26	415	2	33	0
2020-05-22	413	2	33	0
2020-05-19	411	5	33	0
2020-05-12	406	1	33	0
2020-05-11	405	1	33	0
2020-05-10	404	2	33	0
2020-05-09	402	1	33	0
2020-05-08	401	2	33	1
2020-05-06	399	2	32	0
2020-05-05	397	1	32	0
2020-05-02	396	1	32	0
2020-05-01	395	2	32	0
2020-04-29	393	2	32	0
2020-04-28	391	1	32	0
2020-04-27	390	3	32	0
2020-04-26	387	1	32	0
2020-04-25	386	3	32	0
2020-04-24	383	5	32	0
2020-04-23	378	9	32	0
2020-04-22	369	6	32	0
2020-04-21	363	5	32	1
2020-04-20	358	5	31	0
2020-04-19	353	5	31	1
2020-04-18	348	9	30	1
2020-04-17	339	12	29	2
2020-04-16	327	9	27	2
2020-04-15	318	7	25	0
2020-04-14	311	4	25	1
2020-04-13	307	70	24	12
2020-04-12	237	1	12	0
2020-04-11	236	3	12	0
2020-04-10	233	1	12	0
2020-04-09	232	10	12	1
2020-04-08	222	12	11	2
2020-04-07	210	12	9	2
2020-04-06	198	3	7	0
2020-04-05	195	3	7	0
2020-04-04	192	12	7	0
2020-04-03	180	8	7	0
2020-04-02	172	14	7	0
2020-04-01	158	10	7	1
2020-03-31	148	15	6	2
2020-03-30	133	6	4	0
2020-03-29	127	5	4	0
2020-03-28	122	9	4	0
2020-03-27	113	14	4	0
2020-03-26	99	9	4	0
2020-03-25	90	9	4	0
2020-03-24	81	11	4	0
2020-03-23	70	8	4	1
2020-03-22	62	5	3	1
2020-03-21	57	11	2	0
2020-03-20	46	13	2	0
2020-03-19	33	10	2	0
2020-03-18	23	5	2	1
2020-03-17	18	6	1	1
2020-03-16	12	4	0	0
2020-03-15	8	1	0	0
2020-03-14	7	1	0	0
2020-03-13	6	3	0	0
2020-03-12	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: 0:02:59.417403