Germany: LK Borken (Nordrhein-Westfalen)

• 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 14:01:10 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Borken")
print(f'Population of country="Germany", subregion="LK Borken": {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 Borken": 373582 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	193449	36	552	0
2023-03-03	193413	30	552	0
2023-03-02	193383	50	552	0
2023-03-01	193333	90	552	0
2023-02-28	193243	92	552	0
2023-02-27	193151	187	552	0
2023-02-24	192964	98	552	0
2023-02-23	192866	122	552	0
2023-02-22	192744	96	552	1
2023-02-21	192648	186	551	0
2023-02-20	192462	97	551	2
2023-02-19	192365	1	549	0
2023-02-17	192364	55	549	0
2023-02-16	192309	43	549	0
2023-02-15	192266	78	549	0
2023-02-14	192188	103	549	0
2023-02-13	192085	113	549	0
2023-02-10	191972	43	549	0
2023-02-09	191929	77	549	0
2023-02-08	191852	69	549	0
2023-02-07	191783	123	549	0
2023-02-06	191660	84	549	1
2023-02-03	191576	42	548	1
2023-02-02	191534	45	547	1
2023-02-01	191489	78	546	0
2023-01-31	191411	101	546	1
2023-01-30	191310	86	545	0
2023-01-29	191224	1	545	0
2023-01-28	191223	1	545	0
2023-01-27	191222	48	545	0
2023-01-26	191174	56	545	0
2023-01-25	191118	59	545	1
2023-01-24	191059	90	544	1
2023-01-23	190969	97	543	3
2023-01-20	190872	43	540	1
2023-01-19	190829	41	539	0
2023-01-18	190788	47	539	0
2023-01-17	190741	69	539	0
2023-01-16	190672	89	539	0
2023-01-13	190583	44	539	1
2023-01-12	190539	51	538	0
2023-01-11	190488	66	538	0
2023-01-10	190422	76	538	1
2023-01-09	190346	143	537	2
2023-01-06	190203	56	535	0
2023-01-05	190147	151	535	0
2023-01-04	189996	96	535	1
2023-01-03	189900	190	534	0
2023-01-02	189710	164	534	1
2023-01-01	189546	8	533	0
2022-12-31	189538	6	533	0
2022-12-30	189532	119	533	1
2022-12-29	189413	203	532	0
2022-12-28	189210	184	532	1
2022-12-27	189026	254	531	1
2022-12-26	188772	4	530	0
2022-12-23	188768	131	530	1
2022-12-22	188637	142	529	1
2022-12-21	188495	141	528	1
2022-12-20	188354	267	527	1
2022-12-19	188087	258	526	2
2022-12-18	187829	3	524	0
2022-12-17	187826	4	524	0
2022-12-16	187822	114	524	0
2022-12-15	187708	147	524	1
2022-12-14	187561	149	523	0
2022-12-13	187412	169	523	0
2022-12-12	187243	195	523	2
2022-12-11	187048	4	521	0
2022-12-09	187044	102	521	0
2022-12-08	186942	123	521	1
2022-12-07	186819	122	520	2
2022-12-06	186697	182	518	0
2022-12-05	186515	185	518	0
2022-12-02	186330	106	518	0
2022-12-01	186224	149	518	1
2022-11-30	186075	126	517	0
2022-11-29	185949	181	517	0
2022-11-28	185768	321	517	1
2022-11-27	185447	1	516	0
2022-11-26	185446	4	516	0
2022-11-25	185442	115	516	0
2022-11-24	185327	121	516	1
2022-11-23	185206	143	515	2
2022-11-22	185063	169	513	0
2022-11-21	184894	200	513	0
2022-11-18	184694	109	513	1
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2022-11-06	182790	1	508	0
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2022-11-03	182459	449	508	1
2022-11-02	182010	519	507	0
2022-11-01	181491	3	507	0
2022-10-31	181488	370	507	1
2022-10-28	181118	213	506	0
2022-10-27	180905	354	506	0
2022-10-26	180551	377	506	0
2022-10-25	180174	491	506	2
2022-10-24	179683	273	504	2
2022-10-23	179410	7	502	0
2022-10-22	179403	17	502	0
2022-10-21	179386	245	502	0
2022-10-20	179141	389	502	0
2022-10-19	178752	392	502	2
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2021-10-16	16345	17	289	0
2021-10-15	16328	24	289	2
2021-10-14	16304	16	287	1
2021-10-13	16288	27	286	1
2021-10-12	16261	32	285	0
2021-10-11	16229	18	285	0
2021-10-09	16211	22	285	0
2021-10-08	16189	14	285	0
2021-10-07	16175	16	285	1
2021-10-06	16159	31	284	0
2021-10-05	16128	34	284	0
2021-10-04	16094	13	284	1
2021-10-02	16081	13	283	0
2021-10-01	16068	12	283	0
2021-09-30	16056	31	283	0
2021-09-29	16025	31	283	0
2021-09-28	15994	36	283	0
2021-09-27	15958	5	283	0
2021-09-25	15953	23	283	0
2021-09-24	15930	11	283	0
2021-09-23	15919	17	283	1
2021-09-22	15902	32	282	0
2021-09-21	15870	33	282	0
2021-09-20	15837	22	282	1
2021-09-18	15815	14	281	0
2021-09-17	15801	22	281	0
2021-09-16	15779	20	281	0
2021-09-15	15759	32	281	0
2021-09-14	15727	34	281	0
2021-09-13	15693	16	281	0
2021-09-11	15677	29	281	1
2021-09-10	15648	43	280	0
2021-09-09	15605	74	280	0
2021-09-08	15531	66	280	1
2021-09-07	15465	39	279	0
2021-09-06	15426	24	279	3
2021-09-04	15402	35	276	0
2021-09-03	15367	34	276	1
2021-09-02	15333	62	275	1
2021-09-01	15271	66	274	0
2021-08-31	15205	70	274	1
2021-08-30	15135	27	273	1
2021-08-28	15108	50	272	0
2021-08-27	15058	52	272	0
2021-08-26	15006	98	272	1
2021-08-25	14908	86	271	0
2021-08-24	14822	71	271	2
2021-08-23	14751	40	269	0
2021-08-21	14711	43	269	0
2021-08-20	14668	43	269	0
2021-08-19	14625	81	269	0
2021-08-18	14544	34	269	2
2021-08-17	14510	39	267	0
2021-08-16	14471	16	267	0
2021-08-14	14455	18	267	0
2021-08-13	14437	23	267	0
2021-08-12	14414	33	267	0
2021-08-11	14381	51	267	0
2021-08-10	14330	52	267	0
2021-08-09	14278	12	267	1
2021-08-07	14266	25	266	1
2021-08-06	14241	13	265	0
2021-08-05	14228	20	265	1
2021-08-04	14208	23	264	0
2021-08-03	14185	25	264	0
2021-08-02	14160	17	264	0
2021-07-30	14143	8	264	0
2021-07-29	14135	15	264	0
2021-07-28	14120	16	264	0
2021-07-27	14104	21	264	0
2021-07-26	14083	9	264	0
2021-07-24	14074	6	264	0
2021-07-23	14068	16	264	0
2021-07-22	14052	5	264	0
2021-07-21	14047	9	264	0
2021-07-20	14038	12	264	0
2021-07-19	14026	8	264	0
2021-07-17	14018	1	264	0
2021-07-16	14017	13	264	0
2021-07-15	14004	7	264	0
2021-07-14	13997	17	264	0
2021-07-13	13980	10	264	0
2021-07-12	13970	6	264	0
2021-07-10	13964	4	264	0
2021-07-09	13960	12	264	1
2021-07-08	13948	11	263	0
2021-07-07	13937	10	263	0
2021-07-06	13927	11	263	0
2021-07-03	13916	3	263	0
2021-07-02	13913	2	263	0
2021-07-01	13911	3	263	0
2021-06-30	13908	1	263	0
2021-06-29	13907	1	263	0
2021-06-28	13906	2	263	0
2021-06-25	13904	1	263	0
2021-06-24	13903	2	263	0
2021-06-23	13901	7	263	0
2021-06-22	13894	5	263	0
2021-06-21	13889	4	263	0
2021-06-19	13885	1	263	0
2021-06-18	13884	7	263	0
2021-06-17	13877	5	263	0
2021-06-16	13872	6	263	0
2021-06-15	13866	5	263	0
2021-06-12	13861	7	263	0
2021-06-11	13854	4	263	0
2021-06-10	13850	2	263	0
2021-06-09	13848	7	263	0
2021-06-08	13841	7	263	0
2021-06-05	13834	9	263	0
2021-06-04	13825	12	263	0
2021-06-02	13813	12	263	0
2021-06-01	13801	16	263	0
2021-05-31	13785	1	263	0
2021-05-29	13784	10	263	0
2021-05-28	13774	11	263	0
2021-05-27	13763	28	263	0
2021-05-26	13735	39	263	0
2021-05-25	13696	14	263	0
2021-05-22	13682	20	263	0
2021-05-21	13662	18	263	0
2021-05-20	13644	18	263	0
2021-05-19	13626	38	263	0
2021-05-18	13588	41	263	1
2021-05-17	13547	7	262	0
2021-05-15	13540	25	262	0
2021-05-14	13515	28	262	1
2021-05-13	13487	35	261	0
2021-05-12	13452	64	261	0
2021-05-11	13388	63	261	1
2021-05-10	13325	8	260	0
2021-05-08	13317	72	260	0
2021-05-07	13245	51	260	0
2021-05-06	13194	60	260	0
2021-05-05	13134	77	260	1
2021-05-04	13057	93	259	2
2021-05-03	12964	8	257	0
2021-05-01	12956	75	257	0
2021-04-30	12881	77	257	0
2021-04-29	12804	92	257	2
2021-04-28	12712	100	255	1
2021-04-27	12612	104	254	2
2021-04-26	12508	16	252	1
2021-04-24	12492	82	251	1
2021-04-23	12410	87	250	1
2021-04-22	12323	125	249	2
2021-04-21	12198	102	247	1
2021-04-20	12096	131	246	0
2021-04-19	11965	24	246	3
2021-04-17	11941	76	243	1
2021-04-16	11865	102	242	1
2021-04-15	11763	86	241	1
2021-04-14	11677	129	240	3
2021-04-13	11548	108	237	0
2021-04-12	11440	12	237	1
2021-04-10	11428	96	236	1
2021-04-09	11332	67	235	0
2021-04-08	11265	96	235	1
2021-04-07	11169	80	234	1
2021-04-06	11089	76	233	1
2021-04-03	11013	50	232	0
2021-04-02	10963	56	232	0
2021-04-01	10907	102	232	2
2021-03-31	10805	85	230	1
2021-03-30	10720	129	229	5
2021-03-29	10591	37	224	1
2021-03-27	10554	90	223	2
2021-03-26	10464	122	221	1
2021-03-25	10342	101	220	0
2021-03-24	10241	148	220	4
2021-03-23	10093	58	216	0
2021-03-22	10035	29	216	1
2021-03-21	10006	1	215	0
2021-03-20	10005	76	215	1
2021-03-19	9929	104	214	1
2021-03-18	9825	82	213	0
2021-03-17	9743	97	213	2
2021-03-16	9646	79	211	1
2021-03-15	9567	6	210	0
2021-03-13	9561	68	210	0
2021-03-12	9493	70	210	0
2021-03-11	9423	60	210	0
2021-03-10	9363	102	210	0
2021-03-09	9261	31	210	0
2021-03-08	9230	6	210	0
2021-03-06	9224	55	210	1
2021-03-05	9169	49	209	0
2021-03-04	9120	50	209	0
2021-03-03	9070	61	209	1
2021-03-02	9009	23	208	0
2021-03-01	8986	11	208	0
2021-02-27	8975	58	208	0
2021-02-26	8917	33	208	0
2021-02-25	8884	44	208	2
2021-02-24	8840	92	206	1
2021-02-23	8748	37	205	0
2021-02-22	8711	10	205	2
2021-02-20	8701	41	203	0
2021-02-19	8660	52	203	0
2021-02-18	8608	42	203	1
2021-02-17	8566	38	202	0
2021-02-16	8528	42	202	0
2021-02-15	8486	18	202	0
2021-02-13	8468	49	202	2
2021-02-12	8419	26	200	1
2021-02-11	8393	47	199	1
2021-02-10	8346	38	198	1
2021-02-09	8308	21	197	0
2021-02-08	8287	10	197	1
2021-02-06	8277	42	196	1
2021-02-05	8235	42	195	1
2021-02-04	8193	37	194	0
2021-02-03	8156	42	194	1
2021-02-02	8114	48	193	1
2021-02-01	8066	5	192	0
2021-01-30	8061	63	192	1
2021-01-29	7998	35	191	0
2021-01-28	7963	32	191	0
2021-01-27	7931	38	191	1
2021-01-26	7893	38	190	1
2021-01-25	7855	5	189	0
2021-01-23	7850	48	189	1
2021-01-22	7802	37	188	0
2021-01-21	7765	12	188	2
2021-01-20	7753	48	186	1
2021-01-19	7705	69	185	2
2021-01-18	7636	47	183	0
2021-01-17	7589	9	183	0
2021-01-16	7580	28	183	1
2021-01-15	7552	51	182	0
2021-01-14	7501	33	182	2
2021-01-13	7468	61	180	2
2021-01-12	7407	80	178	3
2021-01-11	7327	23	175	1
2021-01-10	7304	4	174	0
2021-01-09	7300	38	174	2
2021-01-08	7262	64	172	2
2021-01-07	7198	52	170	0
2021-01-06	7146	100	170	3
2021-01-05	7046	77	167	1
2021-01-04	6969	44	166	2
2021-01-03	6925	21	164	0
2021-01-02	6904	3	164	1
2021-01-01	6901	2	163	0
2020-12-31	6899	59	163	4
2020-12-30	6840	95	159	5
2020-12-29	6745	47	154	0
2020-12-28	6698	34	154	2
2020-12-27	6664	30	152	1
2020-12-26	6634	4	151	0
2020-12-25	6630	3	151	0
2020-12-24	6627	82	151	1
2020-12-23	6545	194	150	6
2020-12-22	6351	104	144	2
2020-12-21	6247	81	142	4
2020-12-19	6166	143	138	2
2020-12-18	6023	98	136	2
2020-12-17	5925	139	134	9
2020-12-16	5786	134	125	1
2020-12-15	5652	88	124	2
2020-12-14	5564	93	122	4
2020-12-13	5471	2	118	0
2020-12-12	5469	110	118	4
2020-12-11	5359	127	114	4
2020-12-10	5232	83	110	6
2020-12-09	5149	122	104	2
2020-12-08	5027	52	102	0
2020-12-07	4975	48	102	2
2020-12-05	4927	72	100	0
2020-12-04	4855	58	100	3
2020-12-03	4797	84	97	0
2020-12-02	4713	44	97	2
2020-12-01	4669	34	95	1
2020-11-30	4635	33	94	0
2020-11-28	4602	69	94	0
2020-11-27	4533	83	94	2
2020-11-26	4450	56	92	0
2020-11-25	4394	80	92	0
2020-11-24	4314	45	92	1
2020-11-23	4269	62	91	0
2020-11-21	4207	76	91	1
2020-11-20	4131	77	90	1
2020-11-19	4054	89	89	1
2020-11-18	3965	124	88	2
2020-11-17	3841	64	86	2
2020-11-16	3777	68	84	0
2020-11-15	3709	38	84	0
2020-11-14	3671	85	84	4
2020-11-13	3586	121	80	5
2020-11-12	3465	120	75	1
2020-11-11	3345	105	74	3
2020-11-10	3240	95	71	1
2020-11-09	3145	98	70	1
2020-11-08	3047	47	69	0
2020-11-07	3000	50	69	3
2020-11-06	2950	61	66	0
2020-11-05	2889	96	66	1
2020-11-04	2793	100	65	2
2020-11-03	2693	77	63	0
2020-11-02	2616	74	63	2
2020-11-01	2542	39	61	2
2020-10-31	2503	102	59	1
2020-10-30	2401	97	58	2
2020-10-29	2304	81	56	0
2020-10-28	2223	72	56	2
2020-10-27	2151	78	54	1
2020-10-26	2073	44	53	2
2020-10-25	2029	24	51	0
2020-10-24	2005	70	51	0
2020-10-23	1935	44	51	2
2020-10-22	1891	88	49	1
2020-10-21	1803	35	48	2
2020-10-20	1768	44	46	3
2020-10-19	1724	31	43	0
2020-10-17	1693	37	43	0
2020-10-16	1656	27	43	1
2020-10-15	1629	41	42	0
2020-10-14	1588	27	42	1
2020-10-13	1561	20	41	0
2020-10-12	1541	18	41	1
2020-10-10	1523	20	40	0
2020-10-09	1503	20	40	0
2020-10-08	1483	11	40	0
2020-10-07	1472	12	40	1
2020-10-06	1460	10	39	0
2020-10-05	1450	14	39	0
2020-10-03	1436	25	39	0
2020-10-02	1411	7	39	0
2020-10-01	1404	21	39	0
2020-09-30	1383	9	39	0
2020-09-29	1374	8	39	0
2020-09-28	1366	6	39	1
2020-09-26	1360	4	38	0
2020-09-25	1356	14	38	0
2020-09-24	1342	8	38	0
2020-09-23	1334	3	38	0
2020-09-22	1331	5	38	0
2020-09-21	1326	3	38	0
2020-09-19	1323	6	38	0
2020-09-18	1317	3	38	0
2020-09-16	1314	5	38	0
2020-09-15	1309	4	38	0
2020-09-14	1305	6	38	0
2020-09-12	1299	6	38	0
2020-09-11	1293	7	38	0
2020-09-10	1286	3	38	0
2020-09-09	1283	2	38	0
2020-09-07	1281	1	38	0
2020-09-05	1280	1	38	0
2020-09-04	1279	1	38	0
2020-09-03	1278	4	38	0
2020-09-02	1274	7	38	0
2020-09-01	1267	2	38	0
2020-08-31	1265	4	38	0
2020-08-29	1261	3	38	0
2020-08-26	1258	1	38	0
2020-08-22	1257	2	38	0
2020-08-21	1255	3	38	0
2020-08-20	1252	4	38	0
2020-08-19	1248	4	38	0
2020-08-18	1244	11	38	0
2020-08-17	1233	2	38	0
2020-08-15	1231	7	38	0
2020-08-14	1224	12	38	0
2020-08-13	1212	3	38	0
2020-08-12	1209	13	38	0
2020-08-11	1196	4	38	0
2020-08-10	1192	5	38	0
2020-08-08	1187	1	38	0
2020-08-07	1186	2	38	0
2020-08-06	1184	4	38	0
2020-08-05	1180	2	38	0
2020-08-04	1178	3	38	0
2020-08-03	1175	7	38	0
2020-07-31	1168	2	38	0
2020-07-30	1166	3	38	0
2020-07-29	1163	5	38	0
2020-07-28	1158	5	38	0
2020-07-24	1153	6	38	0
2020-07-23	1147	2	38	0
2020-07-21	1145	5	38	0
2020-07-20	1140	3	38	0
2020-07-18	1137	4	38	0
2020-07-17	1133	4	38	0
2020-07-16	1129	1	38	0
2020-07-15	1128	1	38	0
2020-07-13	1127	2	38	0
2020-07-10	1125	1	38	0
2020-07-08	1124	1	38	0
2020-07-07	1123	1	38	0
2020-07-06	1122	1	38	0
2020-07-01	1121	3	38	0
2020-06-30	1118	2	38	0
2020-06-23	1116	2	38	0
2020-06-18	1114	1	38	0
2020-06-17	1113	2	38	0
2020-06-13	1111	1	38	0
2020-06-08	1110	2	38	0
2020-06-06	1108	1	38	0
2020-06-04	1107	1	38	0
2020-06-03	1106	4	38	0
2020-06-02	1102	3	38	0
2020-05-31	1099	1	38	0
2020-05-29	1098	2	38	0
2020-05-28	1096	1	38	0
2020-05-27	1095	4	38	0
2020-05-26	1091	31	38	0
2020-05-25	1060	11	38	0
2020-05-24	1049	2	38	0
2020-05-23	1047	1	38	0
2020-05-22	1046	1	38	0
2020-05-21	1045	23	38	0
2020-05-20	1022	16	38	0
2020-05-19	1006	1	38	0
2020-05-17	1005	10	38	0
2020-05-16	995	2	38	0
2020-05-15	993	4	38	0
2020-05-14	989	2	38	0
2020-05-13	987	7	38	0
2020-05-12	980	12	38	0
2020-05-11	968	28	38	0
2020-05-10	940	4	38	0
2020-05-09	936	14	38	0
2020-05-08	922	3	38	0
2020-05-07	919	8	38	0
2020-05-06	911	10	38	0
2020-05-05	901	5	38	0
2020-05-04	896	4	38	0
2020-05-03	892	1	38	0
2020-05-02	891	2	38	0
2020-05-01	889	2	38	0
2020-04-30	887	5	38	0
2020-04-29	882	1	38	0
2020-04-28	881	2	38	0
2020-04-27	879	1	38	0
2020-04-25	878	2	38	0
2020-04-24	876	3	38	0
2020-04-23	873	8	38	0
2020-04-22	865	6	38	0
2020-04-21	859	9	38	1
2020-04-20	850	5	37	1
2020-04-18	845	7	36	0
2020-04-17	838	4	36	0
2020-04-16	834	21	36	0
2020-04-15	813	11	36	0
2020-04-14	802	8	36	0
2020-04-13	794	10	36	0
2020-04-12	784	13	36	0
2020-04-11	771	5	36	0
2020-04-10	766	7	36	0
2020-04-09	759	18	36	4
2020-04-08	741	28	32	2
2020-04-07	713	25	30	1
2020-04-06	688	18	29	1
2020-04-05	670	12	28	1
2020-04-04	658	29	27	2
2020-04-03	629	40	25	3
2020-04-02	589	37	22	0
2020-04-01	552	52	22	3
2020-03-31	500	33	19	4
2020-03-30	467	25	15	3
2020-03-29	442	5	12	1
2020-03-28	437	27	11	1
2020-03-27	410	30	10	1
2020-03-26	380	27	9	0
2020-03-25	353	28	9	2
2020-03-24	325	18	7	2
2020-03-23	307	15	5	1
2020-03-22	292	11	4	0
2020-03-21	281	17	4	0
2020-03-20	264	35	4	1
2020-03-19	229	39	3	2
2020-03-18	190	52	1	0
2020-03-17	138	33	1	0
2020-03-16	105	45	1	1
2020-03-15	60	17	0	0
2020-03-14	43	11	0	0
2020-03-13	32	16	0	0
2020-03-12	16	4	0	0
2020-03-11	12	3	0	0
2020-03-10	9	2	0	0
2020-03-09	7	2	0	0
2020-03-05	5	4	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: 0:04:06.337934