Germany: LK Schleswig-Flensburg (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 15:53:34 CEST

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

overview(country="Germany", subregion="LK Schleswig-Flensburg", weeks=5);

overview(country="Germany", subregion="LK Schleswig-Flensburg");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Schleswig-Flensburg")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Schleswig-Flensburg")
print(f'Population of country="Germany", subregion="LK Schleswig-Flensburg": {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 Schleswig-Flensburg": 203799 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	79729	12	187	0
2023-03-03	79717	8	187	0
2023-03-02	79709	10	187	0
2023-03-01	79699	26	187	0
2023-02-28	79673	38	187	0
2023-02-27	79635	29	187	0
2023-02-24	79606	16	187	0
2023-02-23	79590	22	187	0
2023-02-22	79568	30	187	0
2023-02-21	79538	24	187	0
2023-02-20	79514	29	187	0
2023-02-17	79485	21	187	0
2023-02-16	79464	21	187	0
2023-02-15	79443	18	187	0
2023-02-14	79425	55	187	1
2023-02-13	79370	43	186	0
2023-02-10	79327	18	186	0
2023-02-09	79309	14	186	0
2023-02-08	79295	26	186	0
2023-02-07	79269	28	186	0
2023-02-06	79241	35	186	0
2023-02-03	79206	23	186	0
2023-02-02	79183	14	186	0
2023-02-01	79169	21	186	0
2023-01-31	79148	19	186	0
2023-01-30	79129	40	186	2
2023-01-27	79089	23	184	0
2023-01-26	79066	31	184	0
2023-01-25	79035	14	184	0
2023-01-24	79021	37	184	0
2023-01-23	78984	6	184	0
2023-01-20	78978	14	184	0
2023-01-19	78964	15	184	0
2023-01-18	78949	20	184	0
2023-01-17	78929	35	184	0
2023-01-16	78894	43	184	1
2023-01-13	78851	11	183	0
2023-01-12	78840	19	183	0
2023-01-11	78821	44	183	0
2023-01-10	78777	32	183	0
2023-01-09	78745	53	183	1
2023-01-06	78692	44	182	0
2023-01-05	78648	34	182	0
2023-01-04	78614	39	182	1
2023-01-03	78575	73	181	0
2023-01-02	78502	92	181	4
2022-12-30	78410	60	177	2
2022-12-29	78350	81	175	1
2022-12-28	78269	103	174	2
2022-12-27	78166	180	172	1
2022-12-24	77986	5	171	0
2022-12-23	77981	124	171	1
2022-12-22	77857	172	170	0
2022-12-21	77685	142	170	0
2022-12-20	77543	127	170	0
2022-12-19	77416	211	170	3
2022-12-16	77205	97	167	2
2022-12-15	77108	141	165	0
2022-12-14	76967	140	165	2
2022-12-13	76827	176	163	1
2022-12-12	76651	188	162	1
2022-12-09	76463	87	161	0
2022-12-08	76376	165	161	0
2022-12-07	76211	136	161	0
2022-12-06	76075	107	161	1
2022-12-05	75968	169	160	0
2022-12-02	75799	76	160	0
2022-12-01	75723	98	160	2
2022-11-30	75625	114	158	0
2022-11-29	75511	95	158	1
2022-11-28	75416	138	157	1
2022-11-25	75278	71	156	0
2022-11-24	75207	68	156	0
2022-11-23	75139	67	156	0
2022-11-22	75072	55	156	0
2022-11-21	75017	106	156	0
2022-11-18	74911	54	156	1
2022-11-17	74857	53	155	0
2022-11-16	74804	125	155	0
2022-11-15	74679	106	155	0
2022-11-14	74573	142	155	0
2022-11-11	74431	47	155	0
2022-11-10	74384	97	155	0
2022-11-09	74287	150	155	0
2022-11-08	74137	96	155	0
2022-11-07	74041	212	155	0
2022-11-04	73829	86	155	0
2022-11-03	73743	160	155	0
2022-11-02	73583	158	155	0
2022-11-01	73425	248	155	0
2022-10-28	73177	102	155	0
2022-10-27	73075	121	155	0
2022-10-26	72954	149	155	0
2022-10-25	72805	212	155	0
2022-10-24	72593	295	155	0
2022-10-21	72298	142	155	0
2022-10-20	72156	162	155	1
2022-10-19	71994	185	154	0
2022-10-18	71809	301	154	0
2022-10-17	71508	299	154	1
2022-10-14	71209	159	153	0
2022-10-13	71050	226	153	1
2022-10-12	70824	200	152	2
2022-10-11	70624	289	150	0
2022-10-10	70335	382	150	0
2022-10-07	69953	197	150	0
2022-10-06	69756	302	150	2
2022-10-05	69454	247	148	0
2022-10-04	69207	343	148	2
2022-09-30	68864	154	146	0
2022-09-29	68710	148	146	0
2022-09-28	68562	148	146	0
2022-09-27	68414	171	146	0
2022-09-26	68243	156	146	0
2022-09-23	68087	98	146	0
2022-09-22	67989	103	146	0
2022-09-21	67886	99	146	0
2022-09-20	67787	114	146	0
2022-09-19	67673	163	146	0
2022-09-16	67510	59	146	0
2022-09-15	67451	108	146	0
2022-09-14	67343	84	146	0
2022-09-13	67259	82	146	0
2022-09-12	67177	110	146	0
2022-09-11	67067	1	146	0
2022-09-09	67066	61	146	0
2022-09-08	67005	78	146	0
2022-09-07	66927	93	146	0
2022-09-06	66834	113	146	0
2022-09-05	66721	119	146	0
2022-09-02	66602	57	146	0
2022-09-01	66545	79	146	0
2022-08-31	66466	96	146	0
2022-08-30	66370	95	146	0
2022-08-29	66275	152	146	0
2022-08-26	66123	61	146	1
2022-08-25	66062	97	145	0
2022-08-24	65965	108	145	0
2022-08-23	65857	145	145	0
2022-08-22	65712	189	145	0
2022-08-19	65523	66	145	0
2022-08-18	65457	107	145	0
2022-08-17	65350	145	145	0
2022-08-16	65205	174	145	0
2022-08-15	65031	296	145	0
2022-08-12	64735	145	145	0
2022-08-11	64590	182	145	0
2022-08-10	64408	203	145	0
2022-08-09	64205	193	145	0
2022-08-08	64012	236	145	0
2022-08-05	63776	157	145	0
2022-08-04	63619	119	145	0
2022-08-03	63500	173	145	0
2022-08-02	63327	161	145	0
2022-08-01	63166	242	145	0
2022-07-29	62924	107	145	1
2022-07-28	62817	155	144	0
2022-07-27	62662	144	144	0
2022-07-26	62518	222	144	1
2022-07-25	62296	341	143	1
2022-07-22	61955	199	142	1
2022-07-21	61756	206	141	0
2022-07-20	61550	263	141	1
2022-07-19	61287	219	140	0
2022-07-18	61068	335	140	0
2022-07-15	60733	357	140	1
2022-07-14	60376	376	139	0
2022-07-13	60000	317	139	0
2022-07-12	59683	269	139	1
2022-07-11	59414	265	138	0
2022-07-08	59149	235	138	0
2022-07-07	58914	225	138	0
2022-07-06	58689	499	138	2
2022-07-05	58190	682	136	2
2022-07-04	57508	497	134	1
2022-07-02	57011	1	133	0
2022-07-01	57010	359	133	0
2022-06-30	56651	164	133	0
2022-06-29	56487	349	133	1
2022-06-28	56138	538	132	2
2022-06-27	55600	355	130	0
2022-06-25	55245	96	130	0
2022-06-24	55149	326	130	0
2022-06-23	54823	268	130	1
2022-06-22	54555	398	129	0
2022-06-21	54157	303	129	1
2022-06-20	53854	499	128	0
2022-06-17	53355	250	128	0
2022-06-16	53105	244	128	0
2022-06-15	52861	347	128	1
2022-06-14	52514	355	127	0
2022-06-13	52159	447	127	0
2022-06-11	51712	1	127	0
2022-06-10	51711	191	127	0
2022-06-09	51520	230	127	0
2022-06-08	51290	298	127	0
2022-06-07	50992	211	127	1
2022-06-05	50781	64	126	0
2022-06-04	50717	132	126	0
2022-06-03	50585	136	126	0
2022-06-02	50449	150	126	0
2022-06-01	50299	190	126	0
2022-05-31	50109	153	126	0
2022-05-30	49956	258	126	1
2022-05-28	49698	1	125	0
2022-05-27	49697	207	125	0
2022-05-25	49490	105	125	1
2022-05-24	49385	160	124	0
2022-05-23	49225	307	124	0
2022-05-20	48918	192	124	0
2022-05-19	48726	196	124	0
2022-05-18	48530	191	124	1
2022-05-17	48339	193	123	0
2022-05-16	48146	172	123	0
2022-05-15	47974	85	123	0
2022-05-14	47889	123	123	0
2022-05-13	47766	245	123	1
2022-05-12	47521	165	122	0
2022-05-11	47356	239	122	0
2022-05-10	47117	303	122	0
2022-05-09	46814	182	122	0
2022-05-08	46632	125	122	0
2022-05-07	46507	189	122	0
2022-05-06	46318	195	122	0
2022-05-05	46123	225	122	0
2022-05-04	45898	309	122	0
2022-05-03	45589	337	122	0
2022-05-02	45252	281	122	0
2022-05-01	44971	140	122	0
2022-04-30	44831	117	122	0
2022-04-29	44714	249	122	0
2022-04-28	44465	274	122	0
2022-04-27	44191	258	122	1
2022-04-26	43933	362	121	0
2022-04-25	43571	294	121	1
2022-04-24	43277	289	120	0
2022-04-23	42988	493	120	0
2022-04-22	42495	379	120	1
2022-04-21	42116	481	119	0
2022-04-20	41635	393	119	0
2022-04-19	41242	361	119	0
2022-04-18	40881	190	119	1
2022-04-17	40691	189	118	0
2022-04-16	40502	205	118	0
2022-04-15	40297	301	118	0
2022-04-14	39996	583	118	0
2022-04-13	39413	431	118	0
2022-04-12	38982	411	118	2
2022-04-11	38571	404	116	0
2022-04-10	38167	155	116	1
2022-04-09	38012	239	115	0
2022-04-08	37773	426	115	2
2022-04-07	37347	311	113	0
2022-04-06	37036	374	113	3
2022-04-05	36662	421	110	0
2022-04-04	36241	386	110	0
2022-04-03	35855	145	110	0
2022-04-02	35710	222	110	0
2022-04-01	35488	443	110	0
2022-03-31	35045	601	110	1
2022-03-30	34444	542	109	0
2022-03-29	33902	566	109	0
2022-03-28	33336	427	109	1
2022-03-27	32909	264	108	0
2022-03-26	32645	384	108	0
2022-03-25	32261	620	108	0
2022-03-24	31641	646	108	1
2022-03-23	30995	525	107	1
2022-03-22	30470	530	106	3
2022-03-21	29940	451	103	0
2022-03-20	29489	612	103	0
2022-03-19	28877	554	103	0
2022-03-18	28323	576	103	1
2022-03-17	27747	655	102	1
2022-03-16	27092	615	101	1
2022-03-15	26477	575	100	1
2022-03-14	25902	507	99	0
2022-03-13	25395	580	99	0
2022-03-12	24815	591	99	1
2022-03-11	24224	589	98	0
2022-03-10	23635	602	98	0
2022-03-09	23033	622	98	1
2022-03-08	22411	468	97	0
2022-03-07	21943	486	97	2
2022-03-06	21457	50	95	1
2022-03-05	21407	273	94	0
2022-03-04	21134	373	94	0
2022-03-03	20761	518	94	0
2022-03-02	20243	607	94	1
2022-03-01	19636	698	93	1
2022-02-28	18938	408	92	1
2022-02-27	18530	86	91	0
2022-02-26	18444	216	91	0
2022-02-25	18228	328	91	0
2022-02-24	17900	464	91	1
2022-02-23	17436	493	90	0
2022-02-22	16943	424	90	2
2022-02-21	16519	245	88	0
2022-02-20	16274	156	88	0
2022-02-19	16118	304	88	0
2022-02-18	15814	411	88	2
2022-02-17	15403	312	86	0
2022-02-16	15091	302	86	0
2022-02-15	14789	236	86	0
2022-02-14	14553	154	86	0
2022-02-13	14399	80	86	0
2022-02-12	14319	231	86	0
2022-02-11	14088	265	86	0
2022-02-10	13823	260	86	1
2022-02-09	13563	249	85	0
2022-02-08	13314	330	85	7
2022-02-07	12984	113	78	1
2022-02-06	12871	97	77	0
2022-02-05	12774	224	77	0
2022-02-04	12550	239	77	0
2022-02-03	12311	405	77	0
2022-02-02	11906	287	77	0
2022-02-01	11619	255	77	0
2022-01-31	11364	115	77	0
2022-01-30	11249	216	77	1
2022-01-29	11033	222	76	0
2022-01-28	10811	243	76	0
2022-01-27	10568	294	76	2
2022-01-26	10274	234	74	0
2022-01-25	10040	330	74	0
2022-01-24	9710	159	74	0
2022-01-23	9551	254	74	0
2022-01-22	9297	196	74	0
2022-01-21	9101	255	74	0
2022-01-20	8846	272	74	1
2022-01-19	8574	272	73	1
2022-01-18	8302	261	72	0
2022-01-17	8041	144	72	0
2022-01-16	7897	221	72	0
2022-01-15	7676	211	72	0
2022-01-14	7465	315	72	1
2022-01-13	7150	303	71	1
2022-01-12	6847	357	70	0
2022-01-11	6490	305	70	0
2022-01-10	6185	210	70	0
2022-01-09	5975	41	70	0
2022-01-08	5934	51	70	0
2022-01-07	5883	81	70	0
2022-01-06	5802	94	70	0
2022-01-05	5708	72	70	0
2022-01-04	5636	72	70	0
2022-01-03	5564	58	70	0
2022-01-02	5506	56	70	0
2022-01-01	5450	45	70	0
2021-12-31	5405	45	70	0
2021-12-30	5360	51	70	0
2021-12-29	5309	47	70	0
2021-12-28	5262	31	70	0
2021-12-27	5231	34	70	0
2021-12-26	5197	24	70	0
2021-12-25	5173	35	70	0
2021-12-24	5138	37	70	0
2021-12-23	5101	35	70	0
2021-12-22	5066	34	70	0
2021-12-21	5032	40	70	0
2021-12-20	4992	17	70	1
2021-12-19	4975	26	69	0
2021-12-18	4949	24	69	0
2021-12-17	4925	32	69	0
2021-12-16	4893	56	69	0
2021-12-15	4837	32	69	0
2021-12-14	4805	32	69	0
2021-12-13	4773	13	69	0
2021-12-12	4760	14	69	0
2021-12-11	4746	30	69	0
2021-12-10	4716	25	69	0
2021-12-09	4691	42	69	1
2021-12-08	4649	52	68	0
2021-12-07	4597	24	68	0
2021-12-06	4573	17	68	0
2021-12-05	4556	38	68	0
2021-12-04	4518	35	68	1
2021-12-03	4483	35	67	0
2021-12-02	4448	38	67	0
2021-12-01	4410	38	67	0
2021-11-30	4372	35	67	2
2021-11-29	4337	22	65	0
2021-11-28	4315	22	65	0
2021-11-27	4293	38	65	0
2021-11-26	4255	32	65	0
2021-11-25	4223	28	65	0
2021-11-24	4195	41	65	1
2021-11-23	4154	43	64	1
2021-11-22	4111	28	63	0
2021-11-21	4083	22	63	0
2021-11-20	4061	22	63	0
2021-11-19	4039	40	63	0
2021-11-18	3999	21	63	0
2021-11-17	3978	46	63	0
2021-11-16	3932	18	63	0
2021-11-15	3914	11	63	0
2021-11-14	3903	14	63	0
2021-11-13	3889	32	63	0
2021-11-12	3857	18	63	0
2021-11-11	3839	28	63	0
2021-11-10	3811	45	63	0
2021-11-09	3766	29	63	0
2021-11-08	3737	11	63	0
2021-11-07	3726	14	63	0
2021-11-06	3712	42	63	0
2021-11-05	3670	45	63	1
2021-11-04	3625	25	62	0
2021-11-03	3600	19	62	0
2021-11-02	3581	20	62	0
2021-11-01	3561	2	62	0
2021-10-31	3559	21	62	0
2021-10-30	3538	6	62	0
2021-10-29	3532	20	62	0
2021-10-28	3512	16	62	0
2021-10-27	3496	12	62	0
2021-10-26	3484	21	62	0
2021-10-25	3463	3	62	0
2021-10-24	3460	10	62	0
2021-10-23	3450	14	62	0
2021-10-22	3436	18	62	0
2021-10-21	3418	9	62	0
2021-10-20	3409	6	62	0
2021-10-19	3403	7	62	0
2021-10-18	3396	3	62	0
2021-10-17	3393	5	62	0
2021-10-16	3388	5	62	0
2021-10-15	3383	5	62	0
2021-10-14	3378	10	62	0
2021-10-13	3368	1	62	0
2021-10-12	3367	4	62	0
2021-10-11	3363	4	62	0
2021-10-10	3359	2	62	0
2021-10-09	3357	3	62	0
2021-10-08	3354	4	62	0
2021-10-07	3350	4	62	0
2021-10-06	3346	4	62	0
2021-10-05	3342	8	62	0
2021-10-04	3334	3	62	0
2021-10-03	3331	4	62	0
2021-10-02	3327	3	62	0
2021-10-01	3324	5	62	1
2021-09-30	3319	7	61	0
2021-09-29	3312	8	61	0
2021-09-28	3304	6	61	0
2021-09-27	3298	4	61	0
2021-09-26	3294	1	61	0
2021-09-25	3293	4	61	0
2021-09-24	3289	6	61	0
2021-09-23	3283	6	61	0
2021-09-22	3277	1	61	0
2021-09-21	3276	7	61	0
2021-09-20	3269	2	61	0
2021-09-19	3267	3	61	0
2021-09-18	3264	3	61	1
2021-09-17	3261	1	60	0
2021-09-16	3260	6	60	0
2021-09-15	3254	4	60	0
2021-09-14	3250	7	60	0
2021-09-12	3243	3	60	0
2021-09-11	3240	11	60	0
2021-09-10	3229	12	60	0
2021-09-09	3217	6	60	0
2021-09-08	3211	4	60	0
2021-09-07	3207	6	60	0
2021-09-06	3201	4	60	0
2021-09-05	3197	2	60	0
2021-09-04	3195	5	60	0
2021-09-03	3190	7	60	0
2021-09-02	3183	5	60	0
2021-09-01	3178	8	60	0
2021-08-31	3170	6	60	0
2021-08-30	3164	2	60	0
2021-08-29	3162	1	60	0
2021-08-28	3161	6	60	0
2021-08-27	3155	13	60	0
2021-08-26	3142	3	60	0
2021-08-25	3139	10	60	0
2021-08-24	3129	4	60	0
2021-08-23	3125	1	60	0
2021-08-22	3124	7	60	0
2021-08-21	3117	3	60	0
2021-08-20	3114	10	60	0
2021-08-19	3104	10	60	0
2021-08-18	3094	7	60	0
2021-08-17	3087	2	60	0
2021-08-16	3085	6	60	0
2021-08-15	3079	6	60	0
2021-08-14	3073	14	60	0
2021-08-13	3059	9	60	0
2021-08-12	3050	13	60	0
2021-08-11	3037	15	60	0
2021-08-10	3022	17	60	0
2021-08-09	3005	4	60	0
2021-08-08	3001	4	60	0
2021-08-07	2997	11	60	0
2021-08-06	2986	6	60	0
2021-08-05	2980	7	60	0
2021-08-04	2973	4	60	0
2021-08-03	2969	9	60	0
2021-08-02	2960	2	60	0
2021-08-01	2958	1	60	0
2021-07-30	2957	10	60	0
2021-07-29	2947	5	60	0
2021-07-28	2942	1	60	0
2021-07-27	2941	2	60	0
2021-07-25	2939	2	60	0
2021-07-24	2937	3	60	0
2021-07-23	2934	2	60	0
2021-07-22	2932	4	60	0
2021-07-21	2928	2	60	0
2021-07-20	2926	4	60	0
2021-07-19	2922	1	60	0
2021-07-18	2921	1	60	0
2021-07-17	2920	2	60	0
2021-07-16	2918	2	60	0
2021-07-14	2916	1	60	0
2021-07-13	2915	1	60	0
2021-07-11	2914	1	60	0
2021-07-10	2913	2	60	0
2021-07-09	2911	1	60	0
2021-07-01	2910	2	60	0
2021-06-28	2908	1	60	0
2021-06-18	2907	1	60	0
2021-06-16	2906	1	60	0
2021-06-12	2905	2	60	0
2021-06-10	2903	2	60	0
2021-06-06	2901	1	60	0
2021-06-05	2900	1	60	0
2021-06-04	2899	1	60	0
2021-06-03	2898	2	60	0
2021-06-02	2896	3	60	0
2021-06-01	2893	2	60	0
2021-05-31	2891	2	60	0
2021-05-29	2889	2	60	0
2021-05-28	2887	2	60	0
2021-05-26	2885	4	60	0
2021-05-25	2881	2	60	0
2021-05-22	2879	3	60	0
2021-05-21	2876	4	60	0
2021-05-20	2872	3	60	0
2021-05-19	2869	5	60	0
2021-05-17	2864	2	60	0
2021-05-15	2862	5	60	0
2021-05-14	2857	5	60	0
2021-05-13	2852	3	60	0
2021-05-12	2849	10	60	0
2021-05-11	2839	9	60	0
2021-05-10	2830	3	60	0
2021-05-09	2827	9	60	0
2021-05-08	2818	6	60	0
2021-05-07	2812	10	60	1
2021-05-06	2802	7	59	0
2021-05-05	2795	8	59	0
2021-05-04	2787	9	59	0
2021-05-03	2778	1	59	0
2021-05-01	2777	30	59	0
2021-04-30	2747	5	59	0
2021-04-29	2742	13	59	0
2021-04-28	2729	4	59	0
2021-04-27	2725	12	59	0
2021-04-26	2713	7	59	0
2021-04-25	2706	3	59	0
2021-04-24	2703	10	59	0
2021-04-23	2693	14	59	0
2021-04-22	2679	23	59	1
2021-04-21	2656	19	58	0
2021-04-20	2637	9	58	0
2021-04-19	2628	6	58	0
2021-04-18	2622	10	58	0
2021-04-17	2612	11	58	0
2021-04-16	2601	9	58	0
2021-04-15	2592	13	58	0
2021-04-14	2579	18	58	1
2021-04-13	2561	14	57	0
2021-04-12	2547	2	57	0
2021-04-11	2545	7	57	1
2021-04-10	2538	8	56	0
2021-04-09	2530	17	56	0
2021-04-08	2513	7	56	0
2021-04-07	2506	17	56	0
2021-04-06	2489	2	56	0
2021-04-05	2487	1	56	0
2021-04-04	2486	8	56	0
2021-04-03	2478	3	56	0
2021-04-02	2475	5	56	0
2021-04-01	2470	9	56	0
2021-03-31	2461	16	56	0
2021-03-30	2445	6	56	0
2021-03-29	2439	3	56	0
2021-03-28	2436	4	56	0
2021-03-27	2432	15	56	0
2021-03-26	2417	23	56	0
2021-03-25	2394	20	56	0
2021-03-24	2374	8	56	0
2021-03-23	2366	11	56	0
2021-03-22	2355	8	56	0
2021-03-21	2347	3	56	0
2021-03-20	2344	24	56	0
2021-03-19	2320	13	56	0
2021-03-18	2307	8	56	0
2021-03-17	2299	31	56	1
2021-03-16	2268	13	55	0
2021-03-15	2255	4	55	0
2021-03-14	2251	8	55	0
2021-03-13	2243	15	55	0
2021-03-12	2228	23	55	1
2021-03-11	2205	14	54	0
2021-03-10	2191	21	54	0
2021-03-09	2170	12	54	0
2021-03-08	2158	13	54	1
2021-03-07	2145	7	53	0
2021-03-06	2138	9	53	0
2021-03-05	2129	19	53	0
2021-03-04	2110	23	53	0
2021-03-03	2087	20	53	1
2021-03-02	2067	26	52	0
2021-03-01	2041	10	52	1
2021-02-28	2031	9	51	0
2021-02-27	2022	8	51	0
2021-02-26	2014	25	51	0
2021-02-25	1989	35	51	1
2021-02-24	1954	27	50	0
2021-02-23	1927	21	50	0
2021-02-22	1906	2	50	0
2021-02-21	1904	21	50	0
2021-02-20	1883	14	50	0
2021-02-19	1869	25	50	1
2021-02-18	1844	36	49	0
2021-02-17	1808	13	49	0
2021-02-16	1795	19	49	0
2021-02-15	1776	21	49	0
2021-02-14	1755	9	49	0
2021-02-13	1746	33	49	1
2021-02-12	1713	38	48	0
2021-02-11	1675	25	48	0
2021-02-10	1650	24	48	2
2021-02-09	1626	18	46	0
2021-02-08	1608	4	46	0
2021-02-07	1604	10	46	0
2021-02-06	1594	27	46	0
2021-02-05	1567	24	46	0
2021-02-04	1543	19	46	0
2021-02-03	1524	28	46	1
2021-02-02	1496	19	45	0
2021-02-01	1477	6	45	0
2021-01-31	1471	4	45	0
2021-01-30	1467	21	45	0
2021-01-29	1446	26	45	1
2021-01-28	1420	36	44	0
2021-01-27	1384	25	44	2
2021-01-26	1359	21	42	0
2021-01-25	1338	4	42	0
2021-01-24	1334	6	42	0
2021-01-23	1328	25	42	1
2021-01-22	1303	33	41	0
2021-01-21	1270	12	41	0
2021-01-20	1258	11	41	0
2021-01-19	1247	14	41	0
2021-01-18	1233	9	41	1
2021-01-17	1224	8	40	0
2021-01-16	1216	8	40	0
2021-01-15	1208	10	40	0
2021-01-14	1198	15	40	0
2021-01-13	1183	19	40	0
2021-01-12	1164	15	40	1
2021-01-11	1149	6	39	1
2021-01-10	1143	13	38	0
2021-01-09	1130	53	38	5
2021-01-08	1077	43	33	1
2021-01-07	1034	25	32	0
2021-01-06	1009	33	32	0
2021-01-05	976	21	32	1
2021-01-04	955	17	31	0
2021-01-03	938	7	31	0
2021-01-02	931	14	31	2
2021-01-01	917	9	29	0
2020-12-31	908	16	29	0
2020-12-30	892	14	29	0
2020-12-29	878	49	29	6
2020-12-28	829	9	23	3
2020-12-27	820	17	20	1
2020-12-26	803	15	19	0
2020-12-25	788	19	19	2
2020-12-24	769	33	17	2
2020-12-23	736	58	15	5
2020-12-22	678	18	10	0
2020-12-21	660	3	10	1
2020-12-20	657	6	9	0
2020-12-19	651	6	9	0
2020-12-18	645	12	9	0
2020-12-17	633	8	9	0
2020-12-16	625	7	9	1
2020-12-15	618	9	8	0
2020-12-14	609	13	8	0
2020-12-13	596	8	8	0
2020-12-12	588	14	8	1
2020-12-11	574	14	7	0
2020-12-10	560	7	7	0
2020-12-09	553	5	7	0
2020-12-08	548	8	7	0
2020-12-07	540	2	7	0
2020-12-06	538	2	7	0
2020-12-05	536	4	7	0
2020-12-04	532	3	7	0
2020-12-03	529	3	7	0
2020-12-02	526	1	7	0
2020-12-01	525	2	7	0
2020-11-28	523	3	7	0
2020-11-27	520	2	7	0
2020-11-26	518	4	7	0
2020-11-25	514	6	7	0
2020-11-24	508	3	7	0
2020-11-23	505	3	7	0
2020-11-22	502	1	7	0
2020-11-21	501	2	7	0
2020-11-20	499	4	7	0
2020-11-18	495	3	7	0
2020-11-17	492	3	7	0
2020-11-16	489	3	7	0
2020-11-15	486	5	7	0
2020-11-14	481	6	7	0
2020-11-13	475	6	7	0
2020-11-12	469	6	7	0
2020-11-11	463	15	7	1
2020-11-10	448	6	6	0
2020-11-09	442	10	6	0
2020-11-08	432	7	6	0
2020-11-07	425	5	6	0
2020-11-06	420	10	6	0
2020-11-05	410	7	6	0
2020-11-04	403	18	6	0
2020-11-03	385	2	6	0
2020-11-02	383	6	6	0
2020-11-01	377	1	6	0
2020-10-31	376	17	6	0
2020-10-30	359	18	6	0
2020-10-29	341	9	6	0
2020-10-28	332	14	6	0
2020-10-27	318	13	6	0
2020-10-26	305	9	6	0
2020-10-25	296	13	6	0
2020-10-24	283	9	6	0
2020-10-23	274	8	6	0
2020-10-22	266	17	6	0
2020-10-21	249	6	6	0
2020-10-20	243	4	6	0
2020-10-19	239	6	6	0
2020-10-18	233	2	6	0
2020-10-17	231	6	6	0
2020-10-16	225	6	6	1
2020-10-15	219	3	5	1
2020-10-12	216	1	4	0
2020-10-10	215	5	4	0
2020-10-08	210	3	4	0
2020-10-07	207	5	4	0
2020-10-05	202	3	4	0
2020-10-03	199	6	4	0
2020-10-01	193	3	4	0
2020-09-25	190	1	4	0
2020-09-23	189	3	4	0
2020-09-20	186	2	4	0
2020-09-16	184	1	4	0
2020-09-13	183	1	4	0
2020-09-08	182	2	4	0
2020-09-07	180	1	4	0
2020-08-26	179	1	4	0
2020-08-25	178	1	4	0
2020-08-24	177	2	4	0
2020-08-18	175	1	4	0
2020-08-17	174	1	4	0
2020-08-15	173	1	4	0
2020-08-11	172	1	4	0
2020-08-09	171	1	4	0
2020-08-07	170	1	4	0
2020-08-06	169	2	4	0
2020-08-01	167	1	4	0
2020-07-30	166	2	4	0
2020-07-29	164	2	4	0
2020-07-20	162	1	4	0
2020-07-14	161	1	4	0
2020-06-09	160	1	4	0
2020-06-08	159	1	4	0
2020-05-29	158	1	4	0
2020-05-26	157	2	4	0
2020-05-22	155	6	4	0
2020-05-21	149	16	4	0
2020-05-20	133	2	4	0
2020-05-19	131	3	4	1
2020-05-13	128	1	3	0
2020-05-07	127	1	3	0
2020-05-06	126	1	3	0
2020-05-05	125	1	3	0
2020-04-28	124	2	3	0
2020-04-26	122	1	3	0
2020-04-25	121	1	3	0
2020-04-21	120	5	3	0
2020-04-18	115	1	3	0
2020-04-17	114	1	3	0
2020-04-16	113	2	3	0
2020-04-15	111	1	3	0
2020-04-12	110	2	3	0
2020-04-11	108	2	3	0
2020-04-10	106	1	3	0
2020-04-09	105	3	3	1
2020-04-08	102	3	2	0
2020-04-07	99	6	2	0
2020-04-04	93	2	2	0
2020-04-03	91	3	2	0
2020-04-02	88	8	2	0
2020-04-01	80	3	2	0
2020-03-31	77	11	2	1
2020-03-30	66	2	1	0
2020-03-29	64	1	1	0
2020-03-28	63	9	1	0
2020-03-27	54	10	1	0
2020-03-26	44	9	1	0
2020-03-25	35	2	1	0
2020-03-24	33	6	1	1
2020-03-23	27	1	0	0
2020-03-22	26	3	0	0
2020-03-20	23	2	0	0
2020-03-19	21	2	0	0
2020-03-18	19	3	0	0
2020-03-16	16	1	0	0
2020-03-15	15	5	0	0
2020-03-14	10	4	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: 0:02:52.940795