Germany: SK Rostock (Mecklenburg-Vorpommern)

• 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 12:58:55 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Rostock")
print(f'Population of country="Germany", subregion="SK Rostock": {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 Rostock": 208400 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	94413	22	186	0
2023-03-03	94391	11	186	0
2023-03-02	94380	26	186	0
2023-03-01	94354	21	186	0
2023-02-28	94333	43	186	0
2023-02-27	94290	16	186	0
2023-02-24	94274	22	186	0
2023-02-23	94252	16	186	0
2023-02-22	94236	12	186	0
2023-02-21	94224	39	186	0
2023-02-20	94185	25	186	0
2023-02-17	94160	23	186	0
2023-02-16	94137	23	186	0
2023-02-15	94114	25	186	0
2023-02-14	94089	25	186	0
2023-02-13	94064	14	186	0
2023-02-10	94050	17	186	0
2023-02-09	94033	23	186	0
2023-02-08	94010	31	186	0
2023-02-07	93979	37	186	0
2023-02-06	93942	40	186	0
2023-02-03	93902	32	186	0
2023-02-02	93870	21	186	0
2023-02-01	93849	25	186	0
2023-01-31	93824	45	186	0
2023-01-30	93779	35	186	0
2023-01-27	93744	11	186	0
2023-01-26	93733	21	186	0
2023-01-25	93712	16	186	0
2023-01-24	93696	38	186	0
2023-01-23	93658	25	186	0
2023-01-20	93633	23	186	0
2023-01-19	93610	26	186	0
2023-01-18	93584	31	186	0
2023-01-17	93553	36	186	0
2023-01-16	93517	38	186	0
2023-01-13	93479	27	186	0
2023-01-12	93452	26	186	0
2023-01-11	93426	27	186	0
2023-01-10	93399	83	186	0
2023-01-09	93316	55	186	0
2023-01-06	93261	51	186	0
2023-01-05	93210	58	186	1
2023-01-04	93152	62	185	0
2023-01-03	93090	129	185	0
2023-01-02	92961	97	185	1
2022-12-30	92864	65	184	0
2022-12-29	92799	67	184	0
2022-12-28	92732	144	184	1
2022-12-27	92588	180	183	0
2022-12-23	92408	99	183	0
2022-12-22	92309	119	183	0
2022-12-21	92190	120	183	1
2022-12-20	92070	189	182	0
2022-12-19	91881	163	182	0
2022-12-16	91718	112	182	0
2022-12-15	91606	134	182	0
2022-12-14	91472	171	182	1
2022-12-13	91301	240	181	0
2022-12-12	91061	154	181	0
2022-12-09	90907	110	181	0
2022-12-08	90797	153	181	0
2022-12-07	90644	129	181	0
2022-12-06	90515	242	181	0
2022-12-05	90273	197	181	0
2022-12-02	90076	102	181	0
2022-12-01	89974	137	181	1
2022-11-30	89837	162	180	0
2022-11-29	89675	203	180	0
2022-11-28	89472	158	180	0
2022-11-25	89314	114	180	0
2022-11-24	89200	71	180	0
2022-11-23	89129	138	180	0
2022-11-22	88991	164	180	0
2022-11-21	88827	150	180	0
2022-11-18	88677	85	180	0
2022-11-17	88592	87	180	0
2022-11-16	88505	118	180	1
2022-11-15	88387	182	179	1
2022-11-14	88205	148	178	0
2022-11-11	88057	95	178	0
2022-11-10	87962	118	178	0
2022-11-09	87844	135	178	1
2022-11-08	87709	190	177	0
2022-11-07	87519	209	177	0
2022-11-04	87310	148	177	0
2022-11-03	87162	195	177	0
2022-11-02	86967	215	177	0
2022-11-01	86752	367	177	0
2022-10-28	86385	169	177	0
2022-10-27	86216	233	177	0
2022-10-26	85983	191	177	0
2022-10-25	85792	335	177	0
2022-10-24	85457	265	177	0
2022-10-21	85192	218	177	0
2022-10-20	84974	218	177	0
2022-10-19	84756	262	177	0
2022-10-18	84494	358	177	0
2022-10-17	84136	296	177	0
2022-10-14	83840	215	177	0
2022-10-13	83625	169	177	0
2022-10-12	83456	239	177	0
2022-10-11	83217	325	177	1
2022-10-10	82892	333	176	0
2022-10-07	82559	297	176	0
2022-10-06	82262	278	176	1
2022-10-05	81984	397	175	0
2022-10-04	81587	354	175	0
2022-09-30	81233	147	175	0
2022-09-29	81086	175	175	1
2022-09-28	80911	232	174	0
2022-09-27	80679	243	174	0
2022-09-26	80436	227	174	1
2022-09-23	80209	121	173	0
2022-09-22	80088	138	173	0
2022-09-21	79950	158	173	0
2022-09-20	79792	211	173	1
2022-09-19	79581	182	172	0
2022-09-16	79399	107	172	0
2022-09-15	79292	162	172	0
2022-09-14	79130	90	172	0
2022-09-13	79040	158	172	0
2022-09-12	78882	177	172	1
2022-09-09	78705	105	171	0
2022-09-08	78600	94	171	0
2022-09-07	78506	122	171	0
2022-09-06	78384	164	171	0
2022-09-05	78220	142	171	0
2022-09-02	78078	98	171	0
2022-09-01	77980	55	171	0
2022-08-31	77925	145	171	0
2022-08-30	77780	120	171	0
2022-08-29	77660	33	171	0
2022-08-28	77627	30	171	0
2022-08-27	77597	31	171	1
2022-08-26	77566	164	170	0
2022-08-25	77402	95	170	0
2022-08-24	77307	99	170	1
2022-08-23	77208	148	169	0
2022-08-22	77060	158	169	2
2022-08-19	76902	133	167	0
2022-08-18	76769	116	167	0
2022-08-17	76653	127	167	1
2022-08-16	76526	260	166	0
2022-08-15	76266	187	166	1
2022-08-12	76079	149	165	0
2022-08-11	75930	133	165	0
2022-08-10	75797	186	165	0
2022-08-09	75611	213	165	0
2022-08-08	75398	245	165	0
2022-08-05	75153	134	165	0
2022-08-04	75019	147	165	1
2022-08-03	74872	154	164	2
2022-08-02	74718	301	162	0
2022-08-01	74417	267	162	0
2022-07-29	74150	135	162	0
2022-07-28	74015	155	162	0
2022-07-27	73860	247	162	1
2022-07-26	73613	230	161	0
2022-07-25	73383	313	161	0
2022-07-22	73070	172	161	0
2022-07-21	72898	234	161	2
2022-07-20	72664	183	159	0
2022-07-19	72481	374	159	1
2022-07-18	72107	366	158	0
2022-07-15	71741	166	158	0
2022-07-14	71575	245	158	0
2022-07-13	71330	284	158	1
2022-07-12	71046	327	157	0
2022-07-11	70719	340	157	0
2022-07-08	70379	166	157	0
2022-07-07	70213	337	157	1
2022-07-06	69876	112	156	0
2022-07-05	69764	360	156	0
2022-07-04	69404	416	156	0
2022-07-01	68988	187	156	0
2022-06-30	68801	304	156	0
2022-06-29	68497	225	156	0
2022-06-28	68272	542	156	0
2022-06-27	67730	363	156	0
2022-06-24	67367	299	156	0
2022-06-23	67068	309	156	0
2022-06-22	66759	215	156	0
2022-06-21	66544	392	156	0
2022-06-20	66152	230	156	0
2022-06-17	65922	135	156	0
2022-06-16	65787	102	156	0
2022-06-15	65685	126	156	0
2022-06-14	65559	179	156	0
2022-06-13	65380	168	156	0
2022-06-10	65212	121	156	0
2022-06-09	65091	115	156	0
2022-06-08	64976	173	156	1
2022-06-07	64803	208	155	1
2022-06-03	64595	74	154	0
2022-06-02	64521	76	154	0
2022-06-01	64445	71	154	0
2022-05-31	64374	121	154	0
2022-05-30	64253	126	154	0
2022-05-27	64127	145	154	0
2022-05-25	63982	73	154	0
2022-05-24	63909	133	154	0
2022-05-23	63776	171	154	1
2022-05-20	63605	155	153	0
2022-05-19	63450	87	153	1
2022-05-18	63363	80	152	0
2022-05-17	63283	134	152	0
2022-05-16	63149	162	152	0
2022-05-13	62987	95	152	0
2022-05-12	62892	88	152	0
2022-05-11	62804	154	152	0
2022-05-10	62650	163	152	0
2022-05-09	62487	294	152	1
2022-05-06	62193	11	151	0
2022-05-05	62182	171	151	0
2022-05-04	62011	117	151	0
2022-05-03	61894	188	151	0
2022-05-02	61706	247	151	0
2022-04-29	61459	108	151	1
2022-04-28	61351	187	150	0
2022-04-27	61164	149	150	1
2022-04-26	61015	311	149	0
2022-04-25	60704	242	149	0
2022-04-24	60462	62	149	0
2022-04-23	60400	69	149	0
2022-04-22	60331	331	149	0
2022-04-21	60000	369	149	0
2022-04-20	59631	376	149	0
2022-04-19	59255	358	149	1
2022-04-18	58897	62	148	1
2022-04-17	58835	95	147	0
2022-04-16	58740	200	147	0
2022-04-15	58540	294	147	0
2022-04-14	58246	298	147	0
2022-04-13	57948	370	147	1
2022-04-12	57578	487	146	1
2022-04-11	57091	336	145	1
2022-04-10	56755	188	144	0
2022-04-09	56567	323	144	0
2022-04-08	56244	357	144	0
2022-04-07	55887	521	144	1
2022-04-06	55366	785	143	2
2022-04-05	54581	872	141	1
2022-04-04	53709	569	140	1
2022-04-03	53140	272	139	0
2022-04-02	52868	459	139	0
2022-04-01	52409	659	139	2
2022-03-31	51750	936	137	0
2022-03-30	50814	1005	137	1
2022-03-29	49809	1319	136	0
2022-03-28	48490	1483	136	3
2022-03-27	47007	167	133	0
2022-03-26	46840	565	133	0
2022-03-25	46275	1144	133	2
2022-03-24	45131	1285	131	0
2022-03-23	43846	900	131	1
2022-03-22	42946	1298	130	1
2022-03-21	41648	922	129	0
2022-03-20	40726	145	129	0
2022-03-19	40581	329	129	0
2022-03-18	40252	571	129	1
2022-03-17	39681	954	128	1
2022-03-16	38727	628	127	3
2022-03-15	38099	1279	124	1
2022-03-14	36820	1026	123	2
2022-03-13	35794	136	121	0
2022-03-12	35658	224	121	0
2022-03-11	35434	689	121	1
2022-03-10	34745	857	120	1
2022-03-09	33888	979	119	0
2022-03-08	32909	956	119	1
2022-03-07	31953	462	118	1
2022-03-06	31491	98	117	0
2022-03-05	31393	75	117	0
2022-03-04	31318	410	117	1
2022-03-03	30908	539	116	2
2022-03-02	30369	687	114	1
2022-03-01	29682	684	113	0
2022-02-28	28998	574	113	1
2022-02-27	28424	110	112	1
2022-02-26	28314	118	111	1
2022-02-25	28196	615	110	0
2022-02-24	27581	905	110	1
2022-02-23	26676	855	109	2
2022-02-22	25821	543	107	0
2022-02-21	25278	590	107	0
2022-02-20	24688	110	107	0
2022-02-19	24578	155	107	0
2022-02-18	24423	710	107	0
2022-02-17	23713	798	107	0
2022-02-16	22915	578	107	0
2022-02-15	22337	705	107	1
2022-02-14	21632	605	106	0
2022-02-13	21027	186	106	0
2022-02-12	20841	224	106	0
2022-02-11	20617	393	106	0
2022-02-10	20224	538	106	0
2022-02-09	19686	517	106	0
2022-02-08	19169	591	106	0
2022-02-07	18578	539	106	0
2022-02-06	18039	187	106	0
2022-02-05	17852	180	106	0
2022-02-04	17672	417	106	1
2022-02-03	17255	567	105	0
2022-02-02	16688	360	105	0
2022-02-01	16328	326	105	0
2022-01-31	16002	198	105	0
2022-01-30	15804	198	105	1
2022-01-29	15606	170	104	0
2022-01-28	15436	255	104	0
2022-01-27	15181	358	104	0
2022-01-26	14823	407	104	0
2022-01-25	14416	429	104	0
2022-01-24	13987	188	104	0
2022-01-23	13799	98	104	0
2022-01-22	13701	271	104	0
2022-01-21	13430	347	104	0
2022-01-20	13083	342	104	1
2022-01-19	12741	207	103	0
2022-01-18	12534	232	103	0
2022-01-17	12302	167	103	0
2022-01-16	12135	93	103	0
2022-01-15	12042	79	103	0
2022-01-14	11963	107	103	0
2022-01-13	11856	253	103	0
2022-01-12	11603	145	103	0
2022-01-11	11458	199	103	0
2022-01-10	11259	53	103	0
2022-01-09	11206	59	103	0
2022-01-08	11147	78	103	0
2022-01-07	11069	112	103	0
2022-01-06	10957	217	103	3
2022-01-05	10740	202	100	0
2022-01-04	10538	108	100	0
2022-01-03	10430	59	100	0
2022-01-02	10371	82	100	0
2022-01-01	10289	62	100	1
2021-12-31	10227	64	99	1
2021-12-30	10163	90	98	0
2021-12-29	10073	133	98	2
2021-12-28	9940	116	96	0
2021-12-27	9824	76	96	0
2021-12-26	9748	31	96	0
2021-12-25	9717	64	96	0
2021-12-24	9653	71	96	1
2021-12-23	9582	93	95	1
2021-12-22	9489	131	94	1
2021-12-21	9358	166	93	1
2021-12-20	9192	9	92	0
2021-12-19	9183	68	92	0
2021-12-18	9115	57	92	1
2021-12-17	9058	116	91	0
2021-12-16	8942	155	91	2
2021-12-15	8787	97	89	2
2021-12-14	8690	219	87	2
2021-12-13	8471	56	85	0
2021-12-12	8415	41	85	0
2021-12-11	8374	79	85	0
2021-12-10	8295	142	85	2
2021-12-09	8153	109	83	0
2021-12-08	8044	134	83	0
2021-12-07	7910	212	83	0
2021-12-06	7698	59	83	2
2021-12-05	7639	83	81	0
2021-12-04	7556	31	81	0
2021-12-03	7525	179	81	3
2021-12-02	7346	197	78	2
2021-12-01	7149	167	76	3
2021-11-30	6982	99	73	0
2021-11-29	6883	83	73	1
2021-11-28	6800	59	72	0
2021-11-27	6741	91	72	0
2021-11-26	6650	167	72	1
2021-11-25	6483	78	71	0
2021-11-24	6405	78	71	0
2021-11-23	6327	100	71	0
2021-11-22	6227	25	71	0
2021-11-21	6202	49	71	0
2021-11-20	6153	104	71	0
2021-11-19	6049	119	71	1
2021-11-18	5930	61	70	0
2021-11-17	5869	142	70	2
2021-11-16	5727	48	68	0
2021-11-15	5679	23	68	0
2021-11-14	5656	30	68	0
2021-11-13	5626	130	68	1
2021-11-12	5496	80	67	0
2021-11-11	5416	47	67	0
2021-11-10	5369	104	67	4
2021-11-09	5265	91	63	2
2021-11-08	5174	62	61	0
2021-11-07	5112	40	61	0
2021-11-06	5072	30	61	0
2021-11-05	5042	78	61	0
2021-11-04	4964	44	61	1
2021-11-03	4920	80	60	1
2021-11-02	4840	93	59	1
2021-11-01	4747	11	58	0
2021-10-31	4736	29	58	0
2021-10-30	4707	24	58	0
2021-10-29	4683	37	58	3
2021-10-28	4646	49	55	0
2021-10-27	4597	49	55	1
2021-10-26	4548	48	54	0
2021-10-25	4500	25	54	2
2021-10-24	4475	11	52	0
2021-10-23	4464	15	52	0
2021-10-22	4449	25	52	0
2021-10-21	4424	32	52	0
2021-10-20	4392	44	52	4
2021-10-19	4348	52	48	2
2021-10-18	4296	18	46	0
2021-10-17	4278	17	46	1
2021-10-16	4261	16	45	0
2021-10-15	4245	26	45	0
2021-10-14	4219	18	45	0
2021-10-13	4201	26	45	0
2021-10-12	4175	38	45	0
2021-10-11	4137	14	45	0
2021-10-10	4123	3	45	0
2021-10-09	4120	4	45	0
2021-10-08	4116	20	45	0
2021-10-07	4096	23	45	0
2021-10-06	4073	13	45	0
2021-10-05	4060	20	45	0
2021-10-04	4040	3	45	0
2021-10-03	4037	2	45	0
2021-10-02	4035	7	45	0
2021-10-01	4028	21	45	0
2021-09-30	4007	2	45	0
2021-09-29	4005	20	45	0
2021-09-28	3985	15	45	0
2021-09-27	3970	5	45	0
2021-09-26	3965	1	45	0
2021-09-25	3964	7	45	0
2021-09-24	3957	13	45	0
2021-09-23	3944	4	45	0
2021-09-22	3940	2	45	0
2021-09-21	3938	9	45	0
2021-09-20	3929	5	45	0
2021-09-19	3924	6	45	0
2021-09-18	3918	3	45	0
2021-09-17	3915	10	45	0
2021-09-16	3905	5	45	0
2021-09-15	3900	11	45	0
2021-09-14	3889	9	45	0
2021-09-13	3880	7	45	0
2021-09-12	3873	9	45	0
2021-09-11	3864	8	45	0
2021-09-10	3856	17	45	0
2021-09-09	3839	12	45	0
2021-09-08	3827	18	45	0
2021-09-07	3809	25	45	0
2021-09-06	3784	10	45	0
2021-09-05	3774	19	45	0
2021-09-04	3755	24	45	0
2021-09-03	3731	13	45	0
2021-09-02	3718	24	45	0
2021-09-01	3694	32	45	0
2021-08-31	3662	22	45	0
2021-08-30	3640	25	45	0
2021-08-29	3615	14	45	0
2021-08-28	3601	15	45	0
2021-08-27	3586	23	45	0
2021-08-26	3563	23	45	0
2021-08-25	3540	20	45	0
2021-08-24	3520	13	45	0
2021-08-23	3507	6	45	0
2021-08-22	3501	28	45	0
2021-08-21	3473	20	45	0
2021-08-20	3453	14	45	0
2021-08-19	3439	22	45	0
2021-08-18	3417	17	45	0
2021-08-17	3400	17	45	0
2021-08-16	3383	18	45	0
2021-08-15	3365	21	45	0
2021-08-14	3344	8	45	0
2021-08-13	3336	40	45	1
2021-08-12	3296	10	44	0
2021-08-11	3286	15	44	0
2021-08-10	3271	12	44	0
2021-08-09	3259	8	44	0
2021-08-08	3251	3	44	0
2021-08-07	3248	5	44	0
2021-08-06	3243	16	44	0
2021-08-05	3227	14	44	0
2021-08-04	3213	11	44	0
2021-08-03	3202	9	44	0
2021-08-02	3193	1	44	0
2021-07-31	3192	3	44	0
2021-07-30	3189	2	44	0
2021-07-29	3187	2	44	0
2021-07-28	3185	1	44	0
2021-07-27	3184	6	44	0
2021-07-26	3178	1	44	0
2021-07-24	3177	2	44	0
2021-07-23	3175	5	44	0
2021-07-22	3170	2	44	0
2021-07-21	3168	1	44	0
2021-07-20	3167	1	44	0
2021-07-19	3166	3	44	0
2021-07-17	3163	4	44	0
2021-07-16	3159	2	44	0
2021-07-14	3157	3	44	0
2021-07-13	3154	3	44	0
2021-07-11	3151	1	44	0
2021-07-09	3150	2	44	0
2021-07-08	3148	1	44	0
2021-07-07	3147	1	44	0
2021-07-06	3146	1	44	0
2021-07-04	3145	1	44	0
2021-07-02	3144	2	44	0
2021-07-01	3142	2	44	0
2021-06-24	3140	1	44	0
2021-06-22	3139	4	44	0
2021-06-18	3135	3	44	0
2021-06-15	3132	1	44	0
2021-06-14	3131	1	44	0
2021-06-13	3130	1	44	0
2021-06-10	3129	1	44	0
2021-06-09	3128	1	44	0
2021-06-08	3127	1	44	0
2021-06-07	3126	1	44	0
2021-06-06	3125	1	44	0
2021-06-05	3124	1	44	0
2021-06-04	3123	3	44	0
2021-06-03	3120	1	44	0
2021-06-02	3119	2	44	0
2021-06-01	3117	3	44	0
2021-05-30	3114	1	44	0
2021-05-29	3113	4	44	0
2021-05-28	3109	10	44	0
2021-05-27	3099	3	44	0
2021-05-26	3096	7	44	0
2021-05-25	3089	1	44	0
2021-05-24	3088	3	44	1
2021-05-23	3085	5	43	0
2021-05-22	3080	4	43	0
2021-05-21	3076	11	43	0
2021-05-20	3065	16	43	0
2021-05-19	3049	17	43	0
2021-05-18	3032	9	43	0
2021-05-17	3023	14	43	1
2021-05-16	3009	12	42	1
2021-05-15	2997	10	41	0
2021-05-14	2987	20	41	1
2021-05-13	2967	19	40	0
2021-05-12	2948	7	40	0
2021-05-11	2941	33	40	1
2021-05-10	2908	9	39	0
2021-05-09	2899	5	39	0
2021-05-08	2894	16	39	0
2021-05-07	2878	13	39	0
2021-05-06	2865	24	39	0
2021-05-05	2841	35	39	0
2021-05-04	2806	17	39	0
2021-05-03	2789	17	39	0
2021-05-02	2772	12	39	0
2021-05-01	2760	22	39	0
2021-04-30	2738	54	39	0
2021-04-29	2684	29	39	0
2021-04-28	2655	33	39	0
2021-04-27	2622	19	39	0
2021-04-26	2603	21	39	0
2021-04-25	2582	31	39	0
2021-04-24	2551	23	39	0
2021-04-23	2528	46	39	1
2021-04-22	2482	34	38	0
2021-04-21	2448	38	38	0
2021-04-20	2410	31	38	0
2021-04-19	2379	14	38	0
2021-04-18	2365	18	38	0
2021-04-17	2347	21	38	0
2021-04-16	2326	18	38	0
2021-04-15	2308	40	38	1
2021-04-14	2268	46	37	1
2021-04-13	2222	38	36	0
2021-04-12	2184	80	36	1
2021-04-11	2104	24	35	0
2021-04-10	2080	20	35	0
2021-04-09	2060	24	35	0
2021-04-08	2036	36	35	2
2021-04-07	2000	34	33	1
2021-04-06	1966	7	32	0
2021-04-05	1959	16	32	0
2021-04-04	1943	10	32	0
2021-04-03	1933	12	32	0
2021-04-02	1921	21	32	0
2021-04-01	1900	33	32	1
2021-03-31	1867	30	31	1
2021-03-30	1837	39	30	1
2021-03-29	1798	5	29	0
2021-03-28	1793	14	29	0
2021-03-27	1779	11	29	0
2021-03-26	1768	20	29	0
2021-03-25	1748	29	29	0
2021-03-24	1719	23	29	0
2021-03-23	1696	17	29	0
2021-03-22	1679	5	29	0
2021-03-21	1674	2	29	0
2021-03-20	1672	9	29	0
2021-03-19	1663	11	29	0
2021-03-18	1652	7	29	0
2021-03-17	1645	8	29	0
2021-03-16	1637	9	29	0
2021-03-15	1628	1	29	0
2021-03-14	1627	7	29	0
2021-03-13	1620	6	29	0
2021-03-12	1614	6	29	1
2021-03-11	1608	4	28	0
2021-03-10	1604	6	28	0
2021-03-09	1598	15	28	0
2021-03-08	1583	4	28	0
2021-03-07	1579	6	28	0
2021-03-06	1573	5	28	0
2021-03-05	1568	12	28	0
2021-03-04	1556	5	28	0
2021-03-03	1551	9	28	0
2021-03-02	1542	10	28	0
2021-03-01	1532	4	28	0
2021-02-28	1528	1	28	0
2021-02-27	1527	6	28	0
2021-02-26	1521	9	28	0
2021-02-25	1512	14	28	0
2021-02-24	1498	12	28	0
2021-02-23	1486	8	28	0
2021-02-22	1478	3	28	0
2021-02-21	1475	10	28	0
2021-02-20	1465	3	28	0
2021-02-19	1462	9	28	0
2021-02-18	1453	5	28	0
2021-02-17	1448	15	28	0
2021-02-16	1433	11	28	0
2021-02-15	1422	1	28	0
2021-02-14	1421	3	28	0
2021-02-13	1418	9	28	0
2021-02-12	1409	9	28	0
2021-02-11	1400	6	28	1
2021-02-10	1394	3	27	0
2021-02-09	1391	11	27	0
2021-02-08	1380	3	27	1
2021-02-07	1377	1	26	0
2021-02-06	1376	7	26	0
2021-02-05	1369	8	26	1
2021-02-04	1361	16	25	3
2021-02-03	1345	15	22	0
2021-02-02	1330	14	22	0
2021-02-01	1316	6	22	0
2021-01-31	1310	10	22	0
2021-01-30	1300	6	22	0
2021-01-29	1294	25	22	2
2021-01-28	1269	24	20	1
2021-01-27	1245	6	19	0
2021-01-26	1239	14	19	1
2021-01-25	1225	6	18	1
2021-01-24	1219	13	17	1
2021-01-23	1206	15	16	0
2021-01-22	1191	11	16	0
2021-01-21	1180	8	16	0
2021-01-20	1172	21	16	1
2021-01-19	1151	13	15	0
2021-01-18	1138	2	15	0
2021-01-17	1136	8	15	0
2021-01-16	1128	22	15	2
2021-01-15	1106	21	13	0
2021-01-14	1085	16	13	0
2021-01-13	1069	13	13	1
2021-01-12	1056	13	12	0
2021-01-11	1043	4	12	0
2021-01-10	1039	4	12	0
2021-01-09	1035	14	12	0
2021-01-08	1021	11	12	0
2021-01-07	1010	22	12	0
2021-01-06	988	26	12	0
2021-01-05	962	19	12	0
2021-01-04	943	12	12	0
2021-01-02	931	9	12	0
2021-01-01	922	14	12	2
2020-12-31	908	13	10	0
2020-12-30	895	24	10	1
2020-12-29	871	18	9	0
2020-12-28	853	3	9	0
2020-12-27	850	3	9	0
2020-12-26	847	3	9	0
2020-12-25	844	4	9	0
2020-12-24	840	8	9	0
2020-12-23	832	22	9	0
2020-12-22	810	14	9	0
2020-12-21	796	10	9	0
2020-12-20	786	6	9	0
2020-12-19	780	10	9	0
2020-12-18	770	14	9	0
2020-12-17	756	10	9	0
2020-12-16	746	9	9	0
2020-12-15	737	8	9	0
2020-12-14	729	6	9	0
2020-12-13	723	2	9	0
2020-12-12	721	5	9	0
2020-12-11	716	8	9	0
2020-12-10	708	2	9	0
2020-12-09	706	5	9	0
2020-12-08	701	10	9	0
2020-12-07	691	3	9	0
2020-12-06	688	1	9	0
2020-12-05	687	1	9	0
2020-12-04	686	7	9	1
2020-12-03	679	12	8	0
2020-12-02	667	10	8	1
2020-12-01	657	1	7	0
2020-11-30	656	1	7	0
2020-11-29	655	2	7	0
2020-11-28	653	5	7	0
2020-11-27	648	14	7	0
2020-11-26	634	10	7	0
2020-11-25	624	12	7	0
2020-11-24	612	12	7	0
2020-11-23	600	5	7	0
2020-11-22	595	8	7	0
2020-11-21	587	11	7	0
2020-11-20	576	9	7	0
2020-11-19	567	12	7	0
2020-11-18	555	18	7	0
2020-11-17	537	17	7	0
2020-11-16	520	2	7	0
2020-11-15	518	8	7	0
2020-11-14	510	6	7	1
2020-11-13	504	8	6	0
2020-11-12	496	9	6	0
2020-11-11	487	9	6	0
2020-11-10	478	5	6	0
2020-11-09	473	4	6	0
2020-11-08	469	12	6	0
2020-11-07	457	20	6	0
2020-11-06	437	25	6	0
2020-11-05	412	14	6	2
2020-11-04	398	11	4	0
2020-11-03	387	5	4	0
2020-11-02	382	6	4	0
2020-11-01	376	8	4	1
2020-10-31	368	8	3	1
2020-10-30	360	8	2	0
2020-10-29	352	7	2	0
2020-10-28	345	10	2	0
2020-10-27	335	15	2	0
2020-10-26	320	4	2	0
2020-10-25	316	4	2	0
2020-10-24	312	6	2	0
2020-10-23	306	20	2	0
2020-10-22	286	9	2	0
2020-10-21	277	10	2	0
2020-10-20	267	5	2	0
2020-10-19	262	4	2	0
2020-10-18	258	1	2	0
2020-10-17	257	4	2	0
2020-10-16	253	4	2	0
2020-10-15	249	5	2	0
2020-10-14	244	19	2	0
2020-10-13	225	5	2	0
2020-10-12	220	1	2	0
2020-10-11	219	1	2	0
2020-10-10	218	5	2	0
2020-10-09	213	2	2	0
2020-10-08	211	1	2	0
2020-10-07	210	3	2	0
2020-10-06	207	4	2	0
2020-10-05	203	1	2	0
2020-10-04	202	4	2	0
2020-10-03	198	4	2	0
2020-10-02	194	2	2	0
2020-10-01	192	5	2	0
2020-09-30	187	1	2	0
2020-09-26	186	2	2	0
2020-09-25	184	1	2	0
2020-09-22	183	1	2	0
2020-09-21	182	5	2	0
2020-09-19	177	7	2	0
2020-09-18	170	3	2	0
2020-09-17	167	11	2	0
2020-09-15	156	3	2	0
2020-09-12	153	2	2	0
2020-09-11	151	1	2	0
2020-09-08	150	1	2	0
2020-09-07	149	4	2	0
2020-09-04	145	2	2	0
2020-08-30	143	1	2	0
2020-08-25	142	1	2	0
2020-08-24	141	1	2	0
2020-08-22	140	1	2	0
2020-08-21	139	2	2	0
2020-08-20	137	1	2	0
2020-08-19	136	2	2	0
2020-08-17	134	1	2	0
2020-08-16	133	1	2	0
2020-08-15	132	1	2	0
2020-08-13	131	1	2	0
2020-08-11	130	1	2	0
2020-08-10	129	5	2	0
2020-08-07	124	2	2	0
2020-08-05	122	4	2	0
2020-08-04	118	1	2	0
2020-08-01	117	1	2	0
2020-07-27	116	1	2	0
2020-07-24	115	10	2	0
2020-06-30	105	1	2	0
2020-06-26	104	1	2	0
2020-06-24	103	1	2	0
2020-06-16	102	1	2	0
2020-06-12	101	1	2	0
2020-06-11	100	1	2	0
2020-06-06	99	1	2	0
2020-05-20	98	8	2	0
2020-05-19	90	2	2	0
2020-05-17	88	1	2	0
2020-05-13	87	1	2	0
2020-05-12	86	2	2	0
2020-05-11	84	1	2	0
2020-05-10	83	1	2	0
2020-05-09	82	1	2	0
2020-05-07	81	1	2	0
2020-05-06	80	2	2	0
2020-05-05	78	3	2	0
2020-05-04	75	1	2	0
2020-04-20	74	1	2	0
2020-04-15	73	1	2	0
2020-04-09	72	1	2	0
2020-04-07	71	6	2	2
2020-04-06	65	1	0	0
2020-04-04	64	2	0	0
2020-04-03	62	1	0	0
2020-04-02	61	1	0	0
2020-03-31	60	2	0	0
2020-03-30	58	2	0	0
2020-03-29	56	3	0	0
2020-03-28	53	3	0	0
2020-03-27	50	4	0	0
2020-03-26	46	7	0	0
2020-03-25	39	5	0	0
2020-03-24	34	5	0	0
2020-03-23	29	5	0	0
2020-03-20	24	1	0	0
2020-03-19	23	2	0	0
2020-03-18	21	5	0	0
2020-03-17	16	8	0	0
2020-03-16	8	2	0	0
2020-03-13	6	1	0	0
2020-03-12	5	3	0	0
2020-03-11	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: 0:03:57.267887