Germany: LK Stadtverband Saarbrücken (Saarland)

• 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 15:11:09 CEST

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

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

overview(country="Germany", subregion="LK Stadtverband Saarbrücken");

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Stadtverband Saarbrücken")
print(f'Population of country="Germany", subregion="LK Stadtverband Saarbrücken": {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 Stadtverband Saarbrücken": 327284 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	153069	80	963	0
2023-03-03	152989	58	963	0
2023-03-02	152931	66	963	0
2023-03-01	152865	125	963	0
2023-02-28	152740	154	963	1
2023-02-27	152586	139	962	0
2023-02-24	152447	115	962	1
2023-02-23	152332	91	961	0
2023-02-22	152241	96	961	0
2023-02-21	152145	182	961	2
2023-02-17	151963	51	959	0
2023-02-16	151912	63	959	0
2023-02-15	151849	72	959	0
2023-02-14	151777	108	959	1
2023-02-13	151669	98	958	0
2023-02-10	151571	75	958	0
2023-02-09	151496	62	958	1
2023-02-08	151434	83	957	2
2023-02-07	151351	89	955	1
2023-02-06	151262	74	954	1
2023-02-03	151188	40	953	1
2023-02-02	151148	36	952	0
2023-02-01	151112	47	952	0
2023-01-31	151065	84	952	3
2023-01-30	150981	100	949	1
2023-01-27	150881	15	948	0
2023-01-26	150866	37	948	1
2023-01-25	150829	38	947	1
2023-01-24	150791	52	946	1
2023-01-23	150739	55	945	0
2023-01-20	150684	36	945	2
2023-01-19	150648	59	943	1
2023-01-18	150589	38	942	1
2023-01-17	150551	63	941	4
2023-01-16	150488	78	937	1
2023-01-13	150410	30	936	0
2023-01-12	150380	46	936	1
2023-01-11	150334	89	935	0
2023-01-10	150245	87	935	3
2023-01-09	150158	73	932	3
2023-01-06	150085	55	929	0
2023-01-05	150030	93	929	2
2023-01-04	149937	112	927	5
2023-01-03	149825	142	922	3
2023-01-02	149683	137	919	3
2022-12-30	149546	169	916	0
2022-12-29	149377	206	916	3
2022-12-27	149171	235	913	5
2022-12-23	148936	96	908	2
2022-12-22	148840	150	906	2
2022-12-21	148690	139	904	3
2022-12-20	148551	156	901	2
2022-12-19	148395	222	899	6
2022-12-16	148173	112	893	1
2022-12-15	148061	99	892	2
2022-12-14	147962	130	890	1
2022-12-13	147832	163	889	1
2022-12-12	147669	140	888	2
2022-12-09	147529	81	886	0
2022-12-08	147448	122	886	1
2022-12-07	147326	198	885	1
2022-12-06	147128	163	884	1
2022-12-05	146965	140	883	1
2022-12-02	146825	86	882	1
2022-12-01	146739	105	881	1
2022-11-30	146634	142	880	3
2022-11-29	146492	156	877	1
2022-11-28	146336	171	876	2
2022-11-25	146165	93	874	0
2022-11-24	146072	95	874	2
2022-11-23	145977	126	872	0
2022-11-22	145851	164	872	1
2022-11-21	145687	186	871	1
2022-11-18	145501	136	870	2
2022-11-17	145365	110	868	1
2022-11-16	145255	135	867	1
2022-11-15	145120	119	866	0
2022-11-14	145001	146	866	1
2022-11-11	144855	73	865	0
2022-11-10	144782	88	865	1
2022-11-09	144694	109	864	0
2022-11-08	144585	190	864	2
2022-11-07	144395	198	862	3
2022-11-04	144197	104	859	0
2022-11-03	144093	177	859	1
2022-11-02	143916	246	858	0
2022-10-31	143670	275	858	3
2022-10-28	143395	165	855	2
2022-10-27	143230	187	853	0
2022-10-26	143043	327	853	2
2022-10-25	142716	956	851	1
2022-10-24	141760	493	850	1
2022-10-21	141267	338	849	2
2022-10-20	140929	414	847	2
2022-10-19	140515	433	845	2
2022-10-18	140082	707	843	1
2022-10-17	139375	705	842	2
2022-10-14	138670	426	840	2
2022-10-13	138244	597	838	2
2022-10-12	137647	653	836	2
2022-10-11	136994	697	834	1
2022-10-10	136297	897	833	2
2022-10-07	135400	567	831	3
2022-10-06	134833	832	828	3
2022-10-05	134001	1076	825	1
2022-10-04	132925	737	824	4
2022-09-30	132188	367	820	0
2022-09-29	131821	424	820	0
2022-09-28	131397	484	820	2
2022-09-27	130913	458	818	4
2022-09-26	130455	431	814	1
2022-09-23	130024	238	813	1
2022-09-22	129786	213	812	0
2022-09-21	129573	250	812	1
2022-09-20	129323	329	811	0
2022-09-19	128994	271	811	0
2022-09-16	128723	181	811	0
2022-09-15	128542	164	811	0
2022-09-14	128378	270	811	1
2022-09-13	128108	196	810	0
2022-09-12	127912	206	810	1
2022-09-09	127706	117	809	1
2022-09-08	127589	137	808	0
2022-09-07	127452	149	808	0
2022-09-06	127303	154	808	0
2022-09-05	127149	212	808	1
2022-09-02	126937	85	807	0
2022-09-01	126852	97	807	0
2022-08-31	126755	154	807	2
2022-08-30	126601	156	805	0
2022-08-29	126445	186	805	2
2022-08-26	126259	94	803	0
2022-08-25	126165	106	803	0
2022-08-24	126059	136	803	1
2022-08-23	125923	156	802	1
2022-08-22	125767	207	801	1
2022-08-19	125560	127	800	0
2022-08-18	125433	179	800	1
2022-08-17	125254	243	799	0
2022-08-16	125011	309	799	0
2022-08-12	124702	125	799	1
2022-08-11	124577	139	798	1
2022-08-10	124438	208	797	0
2022-08-09	124230	248	797	0
2022-08-08	123982	306	797	2
2022-08-06	123676	1	795	0
2022-08-05	123675	183	795	0
2022-08-04	123492	188	795	0
2022-08-03	123304	284	795	1
2022-08-02	123020	356	794	2
2022-08-01	122664	432	792	2
2022-07-29	122232	225	790	0
2022-07-28	122007	325	790	0
2022-07-27	121682	484	790	0
2022-07-26	121198	483	790	3
2022-07-25	120715	764	787	3
2022-07-22	119951	374	784	2
2022-07-21	119577	449	782	2
2022-07-20	119128	709	780	0
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2022-07-18	117747	766	780	0
2022-07-15	116981	483	780	3
2022-07-14	116498	604	777	0
2022-07-13	115894	662	777	0
2022-07-12	115232	798	777	2
2022-07-11	114434	816	775	3
2022-07-08	113618	465	772	0
2022-07-07	113153	604	772	1
2022-07-06	112549	751	771	3
2022-07-05	111798	917	768	1
2022-07-04	110881	693	767	1
2022-06-30	110188	486	766	3
2022-06-29	109702	562	763	1
2022-06-28	109140	571	762	1
2022-06-27	108569	622	761	2
2022-06-24	107947	355	759	1
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2021-09-14	17733	77	479	2
2021-09-13	17656	8	477	0
2021-09-12	17648	5	477	0
2021-09-11	17643	55	477	0
2021-09-10	17588	40	477	0
2021-09-09	17548	43	477	1
2021-09-08	17505	76	476	1
2021-09-07	17429	59	475	0
2021-09-06	17370	8	475	0
2021-09-05	17362	18	475	0
2021-09-04	17344	81	475	0
2021-09-03	17263	52	475	0
2021-09-02	17211	68	475	0
2021-09-01	17143	90	475	0
2021-08-31	17053	81	475	0
2021-08-30	16972	8	475	0
2021-08-29	16964	14	475	1
2021-08-28	16950	48	474	0
2021-08-27	16902	44	474	0
2021-08-26	16858	41	474	1
2021-08-25	16817	76	473	1
2021-08-24	16741	69	472	0
2021-08-23	16672	19	472	0
2021-08-22	16653	17	472	0
2021-08-21	16636	42	472	0
2021-08-20	16594	41	472	0
2021-08-19	16553	109	472	1
2021-08-18	16444	28	471	0
2021-08-17	16416	24	471	0
2021-08-16	16392	13	471	0
2021-08-15	16379	11	471	0
2021-08-14	16368	35	471	0
2021-08-13	16333	15	471	0
2021-08-12	16318	29	471	0
2021-08-11	16289	35	471	0
2021-08-10	16254	51	471	1
2021-08-09	16203	3	470	0
2021-08-08	16200	1	470	0
2021-08-07	16199	17	470	0
2021-08-06	16182	31	470	0
2021-08-05	16151	25	470	0
2021-08-04	16126	23	470	0
2021-08-03	16103	38	470	0
2021-08-02	16065	8	470	0
2021-08-01	16057	4	470	0
2021-07-31	16053	22	470	0
2021-07-30	16031	11	470	0
2021-07-29	16020	20	470	0
2021-07-28	16000	24	470	0
2021-07-27	15976	21	470	0
2021-07-26	15955	8	470	0
2021-07-25	15947	4	470	0
2021-07-24	15943	17	470	0
2021-07-23	15926	15	470	0
2021-07-22	15911	11	470	0
2021-07-21	15900	21	470	0
2021-07-20	15879	19	470	0
2021-07-19	15860	5	470	0
2021-07-18	15855	3	470	0
2021-07-17	15852	6	470	0
2021-07-16	15846	8	470	0
2021-07-15	15838	5	470	0
2021-07-14	15833	7	470	0
2021-07-13	15826	1	470	0
2021-07-12	15825	1	470	0
2021-07-11	15824	1	470	0
2021-07-10	15823	4	470	0
2021-07-09	15819	3	470	0
2021-07-08	15816	5	470	0
2021-07-07	15811	8	470	0
2021-07-06	15803	8	470	0
2021-07-05	15795	1	470	0
2021-07-04	15794	1	470	0
2021-07-03	15793	2	470	0
2021-07-02	15791	4	470	0
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2021-06-30	15783	8	470	0
2021-06-29	15775	4	470	0
2021-06-28	15771	3	470	0
2021-06-27	15768	1	470	0
2021-06-26	15767	4	470	0
2021-06-25	15763	2	470	0
2021-06-24	15761	6	470	0
2021-06-23	15755	1	470	0
2021-06-22	15754	5	470	0
2021-06-21	15749	4	470	0
2021-06-20	15745	1	470	0
2021-06-19	15744	4	470	0
2021-06-18	15740	12	470	0
2021-06-17	15728	6	470	0
2021-06-16	15722	12	470	0
2021-06-15	15710	14	470	0
2021-06-14	15696	1	470	0
2021-06-13	15695	3	470	0
2021-06-12	15692	8	470	0
2021-06-11	15684	11	470	0
2021-06-10	15673	18	470	0
2021-06-09	15655	21	470	0
2021-06-08	15634	20	470	0
2021-06-07	15614	2	470	0
2021-06-06	15612	5	470	0
2021-06-05	15607	9	470	0
2021-06-04	15598	10	470	0
2021-06-03	15588	16	470	0
2021-06-02	15572	28	470	0
2021-06-01	15544	38	470	0
2021-05-31	15506	3	470	0
2021-05-30	15503	2	470	0
2021-05-29	15501	23	470	0
2021-05-28	15478	31	470	0
2021-05-27	15447	25	470	0
2021-05-26	15422	20	470	0
2021-05-25	15402	7	470	0
2021-05-24	15395	5	470	0
2021-05-23	15390	3	470	0
2021-05-22	15387	53	470	1
2021-05-21	15334	55	469	0
2021-05-20	15279	61	469	0
2021-05-19	15218	64	469	0
2021-05-18	15154	67	469	0
2021-05-17	15087	14	469	0
2021-05-16	15073	17	469	1
2021-05-15	15056	57	468	1
2021-05-14	14999	9	467	1
2021-05-13	14990	58	466	0
2021-05-12	14932	82	466	1
2021-05-11	14850	66	465	0
2021-05-10	14784	27	465	0
2021-05-09	14757	13	465	1
2021-05-08	14744	66	464	0
2021-05-07	14678	58	464	1
2021-05-06	14620	74	463	0
2021-05-05	14546	91	463	0
2021-05-04	14455	78	463	0
2021-05-03	14377	18	463	0
2021-05-02	14359	20	463	0
2021-05-01	14339	82	463	1
2021-04-30	14257	64	462	0
2021-04-29	14193	104	462	1
2021-04-28	14089	123	461	0
2021-04-27	13966	120	461	1
2021-04-26	13846	27	460	1
2021-04-25	13819	17	459	0
2021-04-24	13802	88	459	0
2021-04-23	13714	69	459	0
2021-04-22	13645	101	459	0
2021-04-21	13544	126	459	0
2021-04-20	13418	99	459	1
2021-04-19	13319	33	458	0
2021-04-18	13286	22	458	0
2021-04-17	13264	89	458	0
2021-04-16	13175	112	458	1
2021-04-15	13063	112	457	1
2021-04-14	12951	97	456	1
2021-04-13	12854	91	455	0
2021-04-12	12763	13	455	0
2021-04-11	12750	36	455	0
2021-04-10	12714	81	455	1
2021-04-09	12633	89	454	1
2021-04-08	12544	105	453	1
2021-04-07	12439	129	452	2
2021-04-06	12310	27	450	1
2021-04-05	12283	22	449	1
2021-04-04	12261	33	448	0
2021-04-03	12228	17	448	0
2021-04-02	12211	49	448	1
2021-04-01	12162	51	447	0
2021-03-31	12111	80	447	0
2021-03-30	12031	56	447	0
2021-03-29	11975	12	447	0
2021-03-28	11963	12	447	0
2021-03-27	11951	49	447	1
2021-03-26	11902	59	446	1
2021-03-25	11843	37	445	0
2021-03-24	11806	45	445	0
2021-03-23	11761	47	445	1
2021-03-22	11714	14	444	0
2021-03-21	11700	11	444	0
2021-03-20	11689	39	444	1
2021-03-19	11650	28	443	0
2021-03-18	11622	41	443	0
2021-03-17	11581	35	443	1
2021-03-16	11546	55	442	0
2021-03-15	11491	5	442	0
2021-03-14	11486	13	442	1
2021-03-13	11473	38	441	0
2021-03-12	11435	36	441	1
2021-03-11	11399	29	440	0
2021-03-10	11370	36	440	0
2021-03-09	11334	47	440	0
2021-03-08	11287	10	440	0
2021-03-07	11277	5	440	0
2021-03-06	11272	32	440	0
2021-03-05	11240	32	440	1
2021-03-04	11208	38	439	0
2021-03-03	11170	30	439	0
2021-03-02	11140	47	439	1
2021-03-01	11093	5	438	0
2021-02-28	11088	8	438	0
2021-02-27	11080	46	438	0
2021-02-26	11034	44	438	0
2021-02-25	10990	65	438	1
2021-02-24	10925	62	437	0
2021-02-23	10863	38	437	1
2021-02-22	10825	7	436	1
2021-02-21	10818	13	435	0
2021-02-20	10805	40	435	1
2021-02-19	10765	33	434	3
2021-02-18	10732	25	431	0
2021-02-17	10707	55	431	0
2021-02-16	10652	31	431	1
2021-02-15	10621	4	430	0
2021-02-14	10617	10	430	0
2021-02-13	10607	20	430	0
2021-02-12	10587	44	430	1
2021-02-11	10543	44	429	1
2021-02-10	10499	39	428	0
2021-02-09	10460	55	428	0
2021-02-08	10405	11	428	1
2021-02-07	10394	9	427	0
2021-02-06	10385	60	427	2
2021-02-05	10325	99	425	3
2021-02-04	10226	68	422	1
2021-02-03	10158	100	421	1
2021-02-02	10058	66	420	3
2021-02-01	9992	8	417	1
2021-01-31	9984	38	416	1
2021-01-30	9946	59	415	1
2021-01-29	9887	73	414	1
2021-01-28	9814	107	413	3
2021-01-27	9707	61	410	3
2021-01-26	9646	89	407	5
2021-01-25	9557	15	402	1
2021-01-24	9542	21	401	0
2021-01-23	9521	63	401	3
2021-01-22	9458	81	398	3
2021-01-21	9377	109	395	4
2021-01-20	9268	89	391	6
2021-01-19	9179	106	385	7
2021-01-18	9073	26	378	4
2021-01-17	9047	12	374	1
2021-01-16	9035	78	373	6
2021-01-15	8957	63	367	6
2021-01-14	8894	109	361	6
2021-01-13	8785	103	355	4
2021-01-12	8682	61	351	3
2021-01-11	8621	20	348	2
2021-01-10	8601	22	346	1
2021-01-09	8579	89	345	1
2021-01-08	8490	254	344	10
2021-01-07	8236	226	334	10
2021-01-06	8010	247	324	9
2021-01-05	7763	35	315	0
2021-01-04	7728	16	315	1
2021-01-03	7712	11	314	2
2021-01-02	7701	1	312	0
2021-01-01	7700	2	312	1
2020-12-31	7698	15	311	1
2020-12-30	7683	36	310	0
2020-12-29	7647	125	310	0
2020-12-28	7522	27	310	2
2020-12-27	7495	70	308	8
2020-12-26	7425	65	300	2
2020-12-25	7360	102	298	2
2020-12-24	7258	13	296	0
2020-12-23	7245	162	296	10
2020-12-22	7083	202	286	9
2020-12-21	6881	150	277	11
2020-12-20	6731	20	266	0
2020-12-19	6711	35	266	2
2020-12-18	6676	132	264	5
2020-12-17	6544	171	259	7
2020-12-16	6373	89	252	5
2020-12-15	6284	161	247	8
2020-12-14	6123	30	239	6
2020-12-13	6093	83	233	9
2020-12-12	6010	86	224	2
2020-12-11	5924	98	222	3
2020-12-10	5826	283	219	13
2020-12-09	5543	115	206	1
2020-12-08	5428	115	205	3
2020-12-07	5313	40	202	5
2020-12-06	5273	65	197	2
2020-12-05	5208	81	195	1
2020-12-04	5127	85	194	5
2020-12-03	5042	119	189	2
2020-12-02	4923	73	187	0
2020-12-01	4850	113	187	2
2020-11-30	4737	15	185	0
2020-11-29	4722	128	185	10
2020-11-28	4594	77	175	3
2020-11-27	4517	29	172	2
2020-11-26	4488	63	170	2
2020-11-25	4425	125	168	5
2020-11-24	4300	88	163	1
2020-11-23	4212	12	162	0
2020-11-22	4200	70	162	4
2020-11-21	4130	36	158	0
2020-11-20	4094	34	158	1
2020-11-19	4060	104	157	0
2020-11-18	3956	91	157	3
2020-11-17	3865	98	154	3
2020-11-16	3767	34	151	2
2020-11-15	3733	30	149	0
2020-11-14	3703	84	149	1
2020-11-13	3619	37	148	0
2020-11-12	3582	109	148	4
2020-11-11	3473	125	144	1
2020-11-10	3348	105	143	3
2020-11-09	3243	21	140	1
2020-11-08	3222	52	139	1
2020-11-07	3170	97	138	3
2020-11-06	3073	74	135	0
2020-11-05	2999	170	135	6
2020-11-04	2829	92	129	1
2020-11-03	2737	121	128	2
2020-11-02	2616	75	126	0
2020-11-01	2541	80	126	0
2020-10-31	2461	81	126	1
2020-10-30	2380	44	125	0
2020-10-29	2336	121	125	2
2020-10-28	2215	79	123	1
2020-10-27	2136	91	122	1
2020-10-26	2045	48	121	1
2020-10-25	1997	57	120	0
2020-10-24	1940	21	120	0
2020-10-23	1919	79	120	1
2020-10-22	1840	80	119	2
2020-10-21	1760	71	117	0
2020-10-20	1689	67	117	0
2020-10-19	1622	2	117	1
2020-10-18	1620	3	116	0
2020-10-17	1617	33	116	0
2020-10-16	1584	40	116	0
2020-10-15	1544	55	116	1
2020-10-14	1489	27	115	0
2020-10-13	1462	21	115	0
2020-10-12	1441	1	115	0
2020-10-11	1440	2	115	0
2020-10-10	1438	18	115	0
2020-10-09	1420	18	115	0
2020-10-08	1402	3	115	0
2020-10-07	1399	4	115	0
2020-10-06	1395	7	115	0
2020-10-05	1388	1	115	0
2020-10-04	1387	2	115	0
2020-10-03	1385	8	115	0
2020-10-02	1377	4	115	0
2020-10-01	1373	5	115	0
2020-09-30	1368	10	115	0
2020-09-29	1358	10	115	0
2020-09-26	1348	1	115	0
2020-09-25	1347	1	115	0
2020-09-23	1346	3	115	0
2020-09-22	1343	9	115	0
2020-09-21	1334	1	115	0
2020-09-19	1333	2	115	0
2020-09-18	1331	3	115	0
2020-09-17	1328	5	115	0
2020-09-16	1323	7	115	0
2020-09-12	1316	2	115	0
2020-09-11	1314	2	115	0
2020-09-10	1312	4	115	0
2020-09-09	1308	4	115	0
2020-09-08	1304	2	115	0
2020-09-07	1302	1	115	0
2020-09-05	1301	3	115	0
2020-09-04	1298	3	115	0
2020-09-03	1295	4	115	0
2020-09-02	1291	5	115	0
2020-09-01	1286	1	115	0
2020-08-31	1285	2	115	0
2020-08-29	1283	4	115	0
2020-08-28	1279	7	115	0
2020-08-27	1272	1	115	0
2020-08-26	1271	3	115	0
2020-08-25	1268	3	115	0
2020-08-24	1265	2	115	0
2020-08-23	1263	2	115	0
2020-08-22	1261	1	115	0
2020-08-21	1260	2	115	0
2020-08-20	1258	5	115	0
2020-08-19	1253	10	115	0
2020-08-18	1243	3	115	0
2020-08-17	1240	2	115	0
2020-08-16	1238	1	115	0
2020-08-15	1237	1	115	0
2020-08-14	1236	2	115	0
2020-08-13	1234	1	115	0
2020-08-12	1233	1	115	0
2020-08-08	1232	1	115	0
2020-08-07	1231	3	115	0
2020-08-05	1228	6	115	0
2020-08-04	1222	2	115	0
2020-08-02	1220	2	115	0
2020-08-01	1218	5	115	0
2020-07-31	1213	2	115	0
2020-07-30	1211	2	115	0
2020-07-29	1209	3	115	0
2020-07-28	1206	2	115	0
2020-07-27	1204	1	115	0
2020-07-25	1203	1	115	0
2020-07-24	1202	2	115	0
2020-07-23	1200	2	115	0
2020-07-22	1198	1	115	0
2020-07-21	1197	1	115	0
2020-07-18	1196	1	115	0
2020-07-17	1195	1	115	0
2020-07-14	1194	1	115	0
2020-07-13	1193	2	115	0
2020-07-07	1191	1	115	0
2020-07-04	1190	1	115	0
2020-06-28	1189	1	115	0
2020-06-16	1188	1	115	0
2020-06-09	1187	1	115	0
2020-06-08	1186	2	115	0
2020-06-04	1184	1	115	0
2020-06-03	1183	1	115	0
2020-06-01	1182	2	115	0
2020-05-29	1180	1	115	0
2020-05-28	1179	4	115	0
2020-05-27	1175	2	115	1
2020-05-26	1173	1	114	0
2020-05-25	1172	1	114	0
2020-05-23	1171	1	114	0
2020-05-22	1170	1	114	0
2020-05-21	1169	1	114	0
2020-05-20	1168	1	114	0
2020-05-19	1167	1	114	0
2020-05-18	1166	2	114	0
2020-05-16	1164	1	114	0
2020-05-15	1163	3	114	1
2020-05-14	1160	2	113	0
2020-05-13	1158	1	113	0
2020-05-12	1157	2	113	0
2020-05-09	1155	2	113	0
2020-05-08	1153	1	113	0
2020-05-07	1152	2	113	0
2020-05-06	1150	1	113	1
2020-05-05	1149	1	112	0
2020-05-03	1148	2	112	0
2020-05-01	1146	8	112	0
2020-04-30	1138	9	112	0
2020-04-29	1129	15	112	1
2020-04-28	1114	3	111	0
2020-04-26	1111	14	111	0
2020-04-25	1097	6	111	0
2020-04-24	1091	12	111	1
2020-04-23	1079	9	110	2
2020-04-22	1070	21	108	4
2020-04-21	1049	19	104	5
2020-04-20	1030	12	99	2
2020-04-19	1018	1	97	0
2020-04-18	1017	15	97	2
2020-04-17	1002	13	95	1
2020-04-16	989	27	94	2
2020-04-15	962	18	92	3
2020-04-14	944	11	89	0
2020-04-13	933	8	89	2
2020-04-12	925	6	87	0
2020-04-11	919	6	87	1
2020-04-10	913	61	86	5
2020-04-09	852	60	81	5
2020-04-08	792	85	76	10
2020-04-07	707	29	66	0
2020-04-06	678	34	66	5
2020-04-05	644	61	61	7
2020-04-04	583	35	54	6
2020-04-03	548	14	48	1
2020-04-02	534	109	47	14
2020-04-01	425	56	33	3
2020-03-31	369	67	30	10
2020-03-30	302	25	20	2
2020-03-29	277	26	18	4
2020-03-28	251	38	14	1
2020-03-27	213	22	13	1
2020-03-26	191	13	12	0
2020-03-25	178	18	12	3
2020-03-24	160	12	9	4
2020-03-23	148	27	5	3
2020-03-22	121	9	2	0
2020-03-21	112	10	2	1
2020-03-20	102	18	1	0
2020-03-19	84	25	1	0
2020-03-18	59	22	1	1
2020-03-17	37	1	0	0
2020-03-16	36	10	0	0
2020-03-15	26	4	0	0
2020-03-14	22	7	0	0
2020-03-13	15	3	0	0
2020-03-12	12	2	0	0
2020-03-11	10	7	0	0
2020-03-09	3	1	0	0
2020-02-28	2	1	0	0

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• 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: 0:04:01.239753