Germany: SK Lübeck (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 16:01:56 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Lübeck")
print(f'Population of country="Germany", subregion="SK Lübeck": {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 Lübeck": 216277 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	91762	19	167	0
2023-03-03	91743	17	167	0
2023-03-02	91726	2	167	0
2023-03-01	91724	18	167	0
2023-02-28	91706	26	167	0
2023-02-27	91680	20	167	0
2023-02-26	91660	5	167	0
2023-02-25	91655	1	167	0
2023-02-24	91654	23	167	0
2023-02-23	91631	12	167	0
2023-02-22	91619	18	167	0
2023-02-21	91601	23	167	0
2023-02-20	91578	40	167	0
2023-02-19	91538	4	167	0
2023-02-18	91534	1	167	0
2023-02-17	91533	11	167	0
2023-02-16	91522	12	167	0
2023-02-15	91510	9	167	0
2023-02-14	91501	28	167	1
2023-02-13	91473	19	166	0
2023-02-12	91454	10	166	0
2023-02-11	91444	2	166	0
2023-02-10	91442	8	166	0
2023-02-09	91434	11	166	0
2023-02-08	91423	15	166	0
2023-02-07	91408	18	166	0
2023-02-06	91390	27	166	0
2023-02-05	91363	4	166	0
2023-02-04	91359	4	166	0
2023-02-03	91355	16	166	0
2023-02-02	91339	14	166	0
2023-02-01	91325	18	166	0
2023-01-31	91307	16	166	0
2023-01-30	91291	17	166	0
2023-01-29	91274	9	166	0
2023-01-28	91265	2	166	0
2023-01-27	91263	15	166	0
2023-01-26	91248	7	166	0
2023-01-25	91241	11	166	0
2023-01-24	91230	22	166	1
2023-01-23	91208	19	165	0
2023-01-22	91189	2	165	0
2023-01-21	91187	2	165	0
2023-01-20	91185	12	165	0
2023-01-19	91173	35	165	0
2023-01-18	91138	16	165	0
2023-01-17	91122	8	165	0
2023-01-16	91114	10	165	0
2023-01-15	91104	2	165	0
2023-01-14	91102	4	165	0
2023-01-13	91098	4	165	0
2023-01-12	91094	11	165	0
2023-01-11	91083	21	165	0
2023-01-10	91062	13	165	0
2023-01-09	91049	43	165	0
2023-01-08	91006	26	165	0
2023-01-07	90980	5	165	0
2023-01-06	90975	32	165	0
2023-01-05	90943	24	165	0
2023-01-04	90919	43	165	0
2023-01-03	90876	40	165	0
2023-01-02	90836	72	165	0
2023-01-01	90764	26	165	0
2022-12-31	90738	6	165	0
2022-12-30	90732	88	165	0
2022-12-29	90644	40	165	0
2022-12-28	90604	124	165	0
2022-12-27	90480	114	165	0
2022-12-26	90366	8	165	0
2022-12-25	90358	51	165	0
2022-12-24	90307	15	165	0
2022-12-23	90292	43	165	0
2022-12-22	90249	102	165	1
2022-12-21	90147	123	164	1
2022-12-20	90024	73	163	0
2022-12-19	89951	145	163	1
2022-12-18	89806	68	162	0
2022-12-17	89738	17	162	0
2022-12-16	89721	107	162	0
2022-12-15	89614	52	162	0
2022-12-14	89562	141	162	1
2022-12-13	89421	130	161	0
2022-12-12	89291	118	161	0
2022-12-11	89173	52	161	0
2022-12-10	89121	29	161	0
2022-12-09	89092	97	161	0
2022-12-08	88995	85	161	1
2022-12-07	88910	104	160	0
2022-12-06	88806	160	160	1
2022-12-05	88646	105	159	3
2022-12-04	88541	25	156	0
2022-12-03	88516	13	156	0
2022-12-02	88503	88	156	0
2022-12-01	88415	68	156	0
2022-11-30	88347	93	156	0
2022-11-29	88254	120	156	0
2022-11-28	88134	122	156	1
2022-11-27	88012	52	155	0
2022-11-26	87960	10	155	0
2022-11-25	87950	73	155	0
2022-11-24	87877	98	155	1
2022-11-23	87779	89	154	0
2022-11-22	87690	120	154	0
2022-11-21	87570	79	154	0
2022-11-20	87491	48	154	0
2022-11-19	87443	9	154	0
2022-11-18	87434	69	154	0
2022-11-17	87365	102	154	0
2022-11-16	87263	99	154	0
2022-11-15	87164	100	154	0
2022-11-14	87064	96	154	1
2022-11-13	86968	52	153	0
2022-11-12	86916	10	153	0
2022-11-11	86906	92	153	0
2022-11-10	86814	119	153	0
2022-11-09	86695	133	153	0
2022-11-08	86562	140	153	0
2022-11-07	86422	129	153	1
2022-11-06	86293	93	152	0
2022-11-05	86200	28	152	0
2022-11-04	86172	143	152	0
2022-11-03	86029	153	152	0
2022-11-02	85876	236	152	0
2022-11-01	85640	204	152	0
2022-10-31	85436	19	152	0
2022-10-30	85417	116	152	0
2022-10-29	85301	20	152	0
2022-10-28	85281	170	152	0
2022-10-27	85111	129	152	0
2022-10-26	84982	199	152	0
2022-10-25	84783	352	152	0
2022-10-24	84431	155	152	0
2022-10-23	84276	174	152	0
2022-10-22	84102	31	152	0
2022-10-21	84071	193	152	0
2022-10-20	83878	170	152	0
2022-10-19	83708	251	152	0
2022-10-18	83457	368	152	0
2022-10-17	83089	232	152	0
2022-10-16	82857	132	152	0
2022-10-15	82725	34	152	0
2022-10-14	82691	265	152	1
2022-10-13	82426	209	151	0
2022-10-12	82217	248	151	0
2022-10-11	81969	296	151	0
2022-10-10	81673	249	151	0
2022-10-09	81424	203	151	0
2022-10-08	81221	45	151	0
2022-10-07	81176	333	151	1
2022-10-06	80843	335	150	0
2022-10-05	80508	369	150	0
2022-10-04	80139	199	150	0
2022-10-03	79940	20	150	0
2022-10-02	79920	141	150	0
2022-10-01	79779	32	150	0
2022-09-30	79747	158	150	0
2022-09-29	79589	145	150	1
2022-09-28	79444	167	149	0
2022-09-27	79277	218	149	0
2022-09-26	79059	92	149	1
2022-09-25	78967	105	148	0
2022-09-24	78862	17	148	1
2022-09-23	78845	111	147	0
2022-09-22	78734	134	147	0
2022-09-21	78600	128	147	1
2022-09-20	78472	155	146	0
2022-09-19	78317	71	146	0
2022-09-18	78246	61	146	0
2022-09-17	78185	9	146	0
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2021-11-12	7610	53	111	0
2021-11-11	7557	48	111	2
2021-11-10	7509	56	109	1
2021-11-09	7453	45	108	0
2021-11-08	7408	32	108	0
2021-11-06	7376	17	108	0
2021-11-05	7359	47	108	1
2021-11-04	7312	38	107	3
2021-11-03	7274	25	104	0
2021-11-02	7249	32	104	0
2021-11-01	7217	18	104	0
2021-10-30	7199	10	104	0
2021-10-29	7189	28	104	0
2021-10-28	7161	21	104	1
2021-10-27	7140	13	103	0
2021-10-26	7127	24	103	0
2021-10-25	7103	46	103	1
2021-10-23	7057	8	102	0
2021-10-22	7049	25	102	1
2021-10-21	7024	13	101	0
2021-10-20	7011	14	101	0
2021-10-19	6997	35	101	1
2021-10-18	6962	10	100	0
2021-10-16	6952	7	100	0
2021-10-15	6945	4	100	0
2021-10-14	6941	13	100	0
2021-10-13	6928	2	100	0
2021-10-12	6926	14	100	0
2021-10-11	6912	7	100	0
2021-10-09	6905	4	100	0
2021-10-08	6901	8	100	0
2021-10-07	6893	6	100	0
2021-10-06	6887	15	100	0
2021-10-05	6872	10	100	0
2021-10-04	6862	10	100	0
2021-10-02	6852	3	100	0
2021-10-01	6849	11	100	0
2021-09-30	6838	1	100	0
2021-09-29	6837	9	100	0
2021-09-28	6828	12	100	0
2021-09-27	6816	10	100	0
2021-09-25	6806	2	100	0
2021-09-24	6804	11	100	0
2021-09-23	6793	4	100	0
2021-09-22	6789	5	100	0
2021-09-21	6784	20	100	0
2021-09-20	6764	10	100	0
2021-09-18	6754	1	100	0
2021-09-17	6753	12	100	0
2021-09-16	6741	15	100	0
2021-09-15	6726	27	100	0
2021-09-14	6699	14	100	0
2021-09-13	6685	5	100	0
2021-09-11	6680	12	100	0
2021-09-10	6668	10	100	0
2021-09-09	6658	16	100	0
2021-09-08	6642	20	100	0
2021-09-07	6622	26	100	0
2021-09-06	6596	29	100	0
2021-09-04	6567	21	100	0
2021-09-03	6546	16	100	0
2021-09-02	6530	20	100	0
2021-09-01	6510	29	100	0
2021-08-31	6481	41	100	0
2021-08-30	6440	18	100	0
2021-08-28	6422	35	100	0
2021-08-27	6387	28	100	0
2021-08-26	6359	26	100	0
2021-08-25	6333	31	100	0
2021-08-24	6302	31	100	0
2021-08-23	6271	15	100	0
2021-08-21	6256	18	100	0
2021-08-20	6238	15	100	0
2021-08-19	6223	4	100	0
2021-08-18	6219	32	100	0
2021-08-17	6187	9	100	0
2021-08-16	6178	18	100	0
2021-08-14	6160	16	100	0
2021-08-13	6144	21	100	0
2021-08-12	6123	19	100	0
2021-08-11	6104	17	100	0
2021-08-10	6087	36	100	0
2021-08-09	6051	13	100	0
2021-08-07	6038	1	100	0
2021-08-06	6037	25	100	0
2021-08-05	6012	23	100	0
2021-08-04	5989	23	100	0
2021-08-03	5966	27	100	0
2021-08-02	5939	22	100	0
2021-07-31	5917	5	100	0
2021-07-30	5912	10	100	0
2021-07-29	5902	11	100	0
2021-07-28	5891	5	100	0
2021-07-27	5886	23	100	0
2021-07-26	5863	18	100	0
2021-07-24	5845	5	100	0
2021-07-23	5840	6	100	0
2021-07-22	5834	8	100	0
2021-07-21	5826	7	100	0
2021-07-20	5819	12	100	1
2021-07-19	5807	8	99	0
2021-07-17	5799	1	99	0
2021-07-16	5798	8	99	0
2021-07-15	5790	2	99	0
2021-07-14	5788	4	99	0
2021-07-13	5784	6	99	0
2021-07-12	5778	5	99	0
2021-07-10	5773	2	99	0
2021-07-08	5771	3	99	0
2021-07-07	5768	3	99	0
2021-07-05	5765	5	99	0
2021-07-03	5760	2	99	0
2021-07-02	5758	2	99	0
2021-07-01	5756	4	99	0
2021-06-29	5752	3	99	0
2021-06-28	5749	2	99	0
2021-06-24	5747	1	99	0
2021-06-22	5746	1	99	0
2021-06-21	5745	1	99	0
2021-06-18	5744	1	99	0
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2021-06-16	5741	1	99	0
2021-06-15	5740	2	99	0
2021-06-14	5738	4	99	0
2021-06-12	5734	1	99	0
2021-06-11	5733	4	99	0
2021-06-10	5729	2	99	0
2021-06-09	5727	2	99	0
2021-06-08	5725	11	99	0
2021-06-07	5714	4	99	0
2021-06-05	5710	5	99	0
2021-06-04	5705	4	99	0
2021-06-03	5701	5	99	0
2021-06-02	5696	2	99	0
2021-06-01	5694	5	99	0
2021-05-31	5689	6	99	0
2021-05-30	5683	4	99	0
2021-05-29	5679	2	99	0
2021-05-28	5677	7	99	0
2021-05-27	5670	11	99	0
2021-05-26	5659	3	99	0
2021-05-25	5656	13	99	0
2021-05-24	5643	9	99	0
2021-05-22	5634	7	99	0
2021-05-21	5627	24	99	0
2021-05-20	5603	7	99	0
2021-05-19	5596	15	99	0
2021-05-18	5581	30	99	0
2021-05-17	5551	11	99	0
2021-05-16	5540	9	99	0
2021-05-15	5531	16	99	0
2021-05-14	5515	5	99	0
2021-05-13	5510	11	99	0
2021-05-12	5499	12	99	1
2021-05-11	5487	20	98	0
2021-05-10	5467	21	98	0
2021-05-09	5446	1	98	0
2021-05-08	5445	11	98	0
2021-05-07	5434	20	98	1
2021-05-06	5414	26	97	1
2021-05-05	5388	20	96	0
2021-05-04	5368	16	96	0
2021-05-03	5352	20	96	0
2021-05-02	5332	17	96	0
2021-05-01	5315	5	96	0
2021-04-30	5310	11	96	0
2021-04-29	5299	12	96	1
2021-04-28	5287	12	95	0
2021-04-27	5275	21	95	1
2021-04-26	5254	14	94	0
2021-04-25	5240	4	94	0
2021-04-24	5236	15	94	0
2021-04-23	5221	30	94	0
2021-04-22	5191	12	94	0
2021-04-21	5179	14	94	0
2021-04-20	5165	28	94	0
2021-04-19	5137	21	94	0
2021-04-18	5116	5	94	0
2021-04-17	5111	11	94	0
2021-04-16	5100	22	94	0
2021-04-15	5078	34	94	0
2021-04-14	5044	10	94	1
2021-04-13	5034	35	93	0
2021-04-12	4999	18	93	0
2021-04-11	4981	4	93	0
2021-04-10	4977	11	93	0
2021-04-09	4966	27	93	0
2021-04-08	4939	44	93	0
2021-04-07	4895	31	93	0
2021-04-06	4864	18	93	0
2021-04-05	4846	22	93	1
2021-04-04	4824	20	92	0
2021-04-03	4804	8	92	0
2021-04-02	4796	13	92	0
2021-04-01	4783	14	92	0
2021-03-31	4769	34	92	0
2021-03-30	4735	30	92	1
2021-03-29	4705	8	91	0
2021-03-28	4697	17	91	0
2021-03-27	4680	14	91	0
2021-03-26	4666	32	91	0
2021-03-25	4634	15	91	1
2021-03-24	4619	33	90	0
2021-03-23	4586	17	90	0
2021-03-22	4569	13	90	0
2021-03-21	4556	10	90	0
2021-03-20	4546	12	90	0
2021-03-19	4534	18	90	0
2021-03-18	4516	24	90	0
2021-03-17	4492	17	90	0
2021-03-16	4475	15	90	0
2021-03-15	4460	11	90	0
2021-03-14	4449	6	90	0
2021-03-13	4443	10	90	0
2021-03-12	4433	12	90	0
2021-03-11	4421	23	90	0
2021-03-10	4398	11	90	0
2021-03-09	4387	16	90	0
2021-03-08	4371	2	90	0
2021-03-06	4369	6	90	0
2021-03-05	4363	12	90	0
2021-03-04	4351	16	90	0
2021-03-03	4335	10	90	0
2021-03-02	4325	9	90	0
2021-03-01	4316	2	90	0
2021-02-28	4314	1	90	0
2021-02-27	4313	11	90	0
2021-02-26	4302	20	90	1
2021-02-25	4282	19	89	0
2021-02-24	4263	20	89	0
2021-02-23	4243	19	89	0
2021-02-22	4224	14	89	1
2021-02-21	4210	4	88	0
2021-02-20	4206	18	88	0
2021-02-19	4188	18	88	0
2021-02-18	4170	25	88	2
2021-02-17	4145	22	86	0
2021-02-16	4123	17	86	0
2021-02-15	4106	35	86	1
2021-02-13	4071	21	85	0
2021-02-12	4050	18	85	1
2021-02-11	4032	32	84	2
2021-02-10	4000	31	82	1
2021-02-09	3969	57	81	3
2021-02-08	3912	28	78	3
2021-02-07	3884	7	75	0
2021-02-06	3877	23	75	0
2021-02-05	3854	35	75	2
2021-02-04	3819	53	73	4
2021-02-03	3766	37	69	0
2021-02-02	3729	49	69	2
2021-02-01	3680	30	67	3
2021-01-31	3650	11	64	2
2021-01-30	3639	43	62	1
2021-01-29	3596	31	61	3
2021-01-28	3565	46	58	3
2021-01-27	3519	70	55	4
2021-01-26	3449	92	51	3
2021-01-25	3357	20	48	0
2021-01-24	3337	12	48	0
2021-01-23	3325	27	48	0
2021-01-22	3298	29	48	1
2021-01-21	3269	71	47	3
2021-01-20	3198	45	44	0
2021-01-19	3153	28	44	1
2021-01-18	3125	29	43	0
2021-01-17	3096	3	43	1
2021-01-16	3093	24	42	0
2021-01-15	3069	36	42	3
2021-01-14	3033	57	39	2
2021-01-13	2976	39	37	0
2021-01-12	2937	30	37	0
2021-01-11	2907	33	37	3
2021-01-10	2874	5	34	1
2021-01-09	2869	33	33	1
2021-01-08	2836	42	32	2
2021-01-07	2794	51	30	2
2021-01-06	2743	16	28	2
2021-01-05	2727	50	26	0
2021-01-04	2677	46	26	0
2021-01-03	2631	14	26	1
2021-01-02	2617	20	25	0
2021-01-01	2597	16	25	0
2020-12-31	2581	27	25	1
2020-12-30	2554	36	24	0
2020-12-29	2518	61	24	1
2020-12-28	2457	33	23	0
2020-12-27	2424	18	23	1
2020-12-26	2406	12	22	0
2020-12-25	2394	13	22	0
2020-12-24	2381	36	22	1
2020-12-23	2345	44	21	1
2020-12-22	2301	89	20	0
2020-12-21	2212	50	20	0
2020-12-20	2162	12	20	0
2020-12-19	2150	61	20	1
2020-12-18	2089	132	19	1
2020-12-17	1957	83	18	0
2020-12-16	1874	59	18	0
2020-12-15	1815	50	18	1
2020-12-14	1765	64	17	1
2020-12-13	1701	22	16	0
2020-12-12	1679	76	16	1
2020-12-11	1603	78	15	0
2020-12-10	1525	57	15	2
2020-12-09	1468	28	13	0
2020-12-08	1440	39	13	1
2020-12-07	1401	1	12	0
2020-12-06	1400	34	12	2
2020-12-05	1366	38	10	0
2020-12-04	1328	31	10	2
2020-12-03	1297	18	8	0
2020-12-02	1279	25	8	0
2020-12-01	1254	8	8	2
2020-11-30	1246	23	6	0
2020-11-29	1223	8	6	0
2020-11-28	1215	16	6	0
2020-11-27	1199	26	6	0
2020-11-26	1173	24	6	0
2020-11-25	1149	23	6	0
2020-11-24	1126	11	6	0
2020-11-23	1115	11	6	0
2020-11-22	1104	15	6	0
2020-11-21	1089	5	6	0
2020-11-20	1084	19	6	0
2020-11-19	1065	20	6	0
2020-11-18	1045	25	6	0
2020-11-17	1020	21	6	0
2020-11-16	999	11	6	0
2020-11-15	988	26	6	0
2020-11-14	962	12	6	0
2020-11-13	950	33	6	0
2020-11-12	917	23	6	1
2020-11-11	894	31	5	0
2020-11-10	863	12	5	0
2020-11-09	851	54	5	0
2020-11-08	797	18	5	0
2020-11-07	779	16	5	0
2020-11-06	763	16	5	0
2020-11-05	747	49	5	0
2020-11-04	698	13	5	0
2020-11-03	685	18	5	0
2020-11-02	667	12	5	0
2020-11-01	655	53	5	0
2020-10-31	602	6	5	0
2020-10-30	596	21	5	0
2020-10-29	575	38	5	0
2020-10-28	537	39	5	1
2020-10-27	498	10	4	0
2020-10-26	488	21	4	0
2020-10-25	467	16	4	1
2020-10-24	451	4	3	0
2020-10-23	447	23	3	0
2020-10-22	424	21	3	0
2020-10-21	403	17	3	0
2020-10-20	386	11	3	0
2020-10-19	375	13	3	2
2020-10-17	362	1	1	0
2020-10-16	361	6	1	0
2020-10-15	355	4	1	0
2020-10-14	351	9	1	0
2020-10-13	342	2	1	0
2020-10-12	340	12	1	0
2020-10-09	328	6	1	0
2020-10-08	322	4	1	0
2020-10-07	318	8	1	0
2020-10-06	310	7	1	0
2020-10-05	303	5	1	0
2020-10-03	298	2	1	0
2020-10-02	296	3	1	0
2020-10-01	293	4	1	0
2020-09-30	289	1	1	0
2020-09-28	288	6	1	0
2020-09-27	282	1	1	0
2020-09-25	281	2	1	0
2020-09-24	279	10	1	0
2020-09-23	269	2	1	0
2020-09-21	267	7	1	0
2020-09-20	260	1	1	0
2020-09-19	259	7	1	0
2020-09-18	252	2	1	0
2020-09-16	250	8	1	0
2020-09-15	242	1	1	0
2020-09-13	241	1	1	0
2020-09-12	240	2	1	0
2020-09-11	238	2	1	0
2020-09-10	236	1	1	0
2020-09-09	235	1	1	0
2020-09-07	234	5	1	0
2020-09-04	229	2	1	0
2020-09-02	227	1	1	0
2020-08-31	226	1	1	0
2020-08-28	225	6	1	0
2020-08-25	219	8	1	0
2020-08-24	211	3	1	0
2020-08-20	208	4	1	0
2020-08-18	204	2	1	0
2020-08-17	202	4	1	0
2020-08-14	198	4	1	0
2020-08-12	194	1	1	0
2020-08-11	193	5	1	0
2020-08-10	188	2	1	0
2020-08-06	186	1	1	0
2020-08-04	185	3	1	0
2020-07-28	182	1	1	0
2020-07-24	181	2	1	0
2020-07-15	179	2	1	0
2020-07-08	177	1	1	0
2020-07-03	176	3	1	0
2020-07-02	173	2	1	0
2020-06-28	171	1	1	0
2020-06-24	170	1	1	0
2020-06-23	169	1	1	0
2020-06-21	168	2	1	0
2020-05-29	166	1	1	0
2020-05-19	165	1	1	0
2020-05-04	164	1	1	0
2020-04-30	163	1	1	0
2020-04-29	162	3	1	0
2020-04-28	159	1	1	0
2020-04-27	158	1	1	0
2020-04-24	157	3	1	0
2020-04-21	154	1	1	0
2020-04-18	153	1	1	0
2020-04-17	152	2	1	0
2020-04-16	150	1	1	0
2020-04-15	149	1	1	0
2020-04-14	148	3	1	0
2020-04-13	145	10	1	0
2020-04-12	135	1	1	0
2020-04-11	134	6	1	0
2020-04-10	128	1	1	0
2020-04-09	127	13	1	0
2020-04-07	114	6	1	0
2020-04-05	108	9	1	0
2020-04-03	99	3	1	0
2020-04-01	96	4	1	0
2020-03-31	92	4	1	0
2020-03-30	88	5	1	0
2020-03-28	83	8	1	0
2020-03-27	75	3	1	0
2020-03-26	72	1	1	0
2020-03-25	71	8	1	0
2020-03-24	63	2	1	0
2020-03-23	61	23	1	0
2020-03-20	38	18	1	0
2020-03-19	20	4	1	0
2020-03-18	16	4	1	1
2020-03-17	12	2	0	0
2020-03-15	10	1	0	0
2020-03-13	9	1	0	0
2020-03-12	8	1	0	0
2020-03-11	7	5	0	0
2020-03-08	2	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: 0:03:17.588917