Germany: LK Dachau (Bayern)

• 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 10:40:45 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Dachau")
print(f'Population of country="Germany", subregion="LK Dachau": {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 Dachau": 155449 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-03	85375	13	283	0
2023-03-02	85362	11	283	0
2023-03-01	85351	19	283	0
2023-02-28	85332	28	283	0
2023-02-27	85304	44	283	1
2023-02-24	85260	17	282	0
2023-02-23	85243	32	282	0
2023-02-22	85211	26	282	0
2023-02-21	85185	44	282	0
2023-02-20	85141	48	282	0
2023-02-17	85093	16	282	0
2023-02-16	85077	22	282	0
2023-02-15	85055	55	282	0
2023-02-14	85000	68	282	1
2023-02-13	84932	48	281	0
2023-02-10	84884	37	281	0
2023-02-09	84847	36	281	0
2023-02-08	84811	54	281	1
2023-02-07	84757	71	280	1
2023-02-06	84686	64	279	2
2023-02-03	84622	49	277	1
2023-02-02	84573	52	276	0
2023-02-01	84521	50	276	0
2023-01-31	84471	84	276	1
2023-01-30	84387	67	275	0
2023-01-27	84320	24	275	0
2023-01-26	84296	24	275	2
2023-01-25	84272	18	273	0
2023-01-24	84254	44	273	0
2023-01-23	84210	29	273	1
2023-01-20	84181	9	272	0
2023-01-19	84172	21	272	0
2023-01-18	84151	19	272	0
2023-01-17	84132	29	272	0
2023-01-16	84103	28	272	0
2023-01-13	84075	14	272	0
2023-01-12	84061	15	272	0
2023-01-11	84046	26	272	1
2023-01-10	84020	46	271	0
2023-01-09	83974	53	271	1
2023-01-05	83921	24	270	0
2023-01-04	83897	30	270	0
2023-01-03	83867	37	270	0
2023-01-02	83830	54	270	2
2022-12-30	83776	26	268	0
2022-12-29	83750	34	268	0
2022-12-28	83716	48	268	1
2022-12-27	83668	64	267	1
2022-12-23	83604	45	266	0
2022-12-22	83559	91	266	0
2022-12-21	83468	44	266	0
2022-12-20	83424	50	266	0
2022-12-19	83374	53	266	1
2022-12-16	83321	27	265	0
2022-12-15	83294	27	265	1
2022-12-14	83267	72	264	2
2022-12-13	83195	44	262	0
2022-12-12	83151	47	262	1
2022-12-09	83104	27	261	1
2022-12-08	83077	44	260	1
2022-12-07	83033	30	259	0
2022-12-06	83003	46	259	0
2022-12-05	82957	36	259	0
2022-12-02	82921	36	259	0
2022-12-01	82885	20	259	0
2022-11-30	82865	37	259	0
2022-11-29	82828	63	259	0
2022-11-28	82765	44	259	0
2022-11-25	82721	35	259	0
2022-11-24	82686	28	259	0
2022-11-23	82658	32	259	0
2022-11-22	82626	56	259	1
2022-11-21	82570	46	258	0
2022-11-18	82524	31	258	0
2022-11-17	82493	38	258	0
2022-11-16	82455	22	258	0
2022-11-15	82433	42	258	0
2022-11-14	82391	51	258	0
2022-11-11	82340	43	258	0
2022-11-10	82297	23	258	0
2022-11-09	82274	49	258	0
2022-11-08	82225	65	258	0
2022-11-07	82160	69	258	0
2022-11-04	82091	39	258	0
2022-11-03	82052	68	258	0
2022-11-02	81984	89	258	0
2022-10-31	81895	62	258	0
2022-10-28	81833	28	258	0
2022-10-27	81805	63	258	0
2022-10-26	81742	75	258	0
2022-10-25	81667	121	258	1
2022-10-24	81546	157	257	2
2022-10-21	81389	94	255	0
2022-10-20	81295	113	255	0
2022-10-19	81182	129	255	0
2022-10-18	81053	219	255	0
2022-10-17	80834	298	255	1
2022-10-14	80536	187	254	0
2022-10-13	80349	229	254	0
2022-10-12	80120	291	254	0
2022-10-11	79829	371	254	0
2022-10-10	79458	530	254	0
2022-10-07	78928	266	254	0
2022-10-06	78662	443	254	1
2022-10-05	78219	603	253	1
2022-10-04	77616	596	252	1
2022-10-03	77020	1	251	0
2022-09-30	77019	263	251	1
2022-09-29	76756	292	250	0
2022-09-28	76464	324	250	2
2022-09-27	76140	280	248	0
2022-09-26	75860	237	248	1
2022-09-23	75623	100	247	0
2022-09-22	75523	132	247	0
2022-09-21	75391	105	247	0
2022-09-20	75286	175	247	0
2022-09-19	75111	118	247	0
2022-09-16	74993	58	247	0
2022-09-15	74935	71	247	0
2022-09-14	74864	81	247	0
2022-09-13	74783	95	247	1
2022-09-12	74688	98	246	0
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2022-09-08	74554	47	246	0
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2022-09-05	74274	145	246	0
2022-09-03	74129	1	246	0
2022-09-02	74128	78	246	0
2022-09-01	74050	104	246	0
2022-08-31	73946	100	246	0
2022-08-30	73846	203	246	0
2022-08-29	73643	274	246	0
2022-08-26	73369	204	246	0
2022-08-25	73165	186	246	0
2022-08-24	72979	184	246	0
2022-08-23	72795	208	246	0
2022-08-22	72587	178	246	0
2022-08-19	72409	57	246	0
2022-08-18	72352	90	246	0
2022-08-17	72262	127	246	0
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2022-08-12	72018	54	245	0
2022-08-11	71964	71	245	0
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2022-08-09	71815	88	245	0
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2022-08-05	71618	90	245	0
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2022-08-02	71346	184	245	0
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2022-07-22	69882	204	245	0
2022-07-21	69678	245	245	0
2022-07-20	69433	285	245	1
2022-07-19	69148	415	244	0
2022-07-18	68733	527	244	1
2022-07-15	68206	226	243	0
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2022-07-13	67685	264	243	0
2022-07-12	67421	473	243	1
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2021-09-06	8968	17	144	0
2021-09-05	8951	14	144	0
2021-09-04	8937	23	144	0
2021-09-03	8914	23	144	0
2021-09-02	8891	42	144	0
2021-09-01	8849	43	144	0
2021-08-31	8806	54	144	0
2021-08-30	8752	24	144	0
2021-08-29	8728	17	144	0
2021-08-28	8711	20	144	0
2021-08-27	8691	15	144	0
2021-08-26	8676	45	144	0
2021-08-25	8631	21	144	0
2021-08-24	8610	24	144	0
2021-08-23	8586	31	144	0
2021-08-22	8555	8	144	1
2021-08-21	8547	24	143	0
2021-08-20	8523	10	143	0
2021-08-19	8513	19	143	0
2021-08-18	8494	15	143	0
2021-08-17	8479	19	143	0
2021-08-16	8460	11	143	0
2021-08-15	8449	2	143	0
2021-08-14	8447	14	143	0
2021-08-13	8433	13	143	0
2021-08-12	8420	10	143	0
2021-08-11	8410	20	143	0
2021-08-10	8390	21	143	0
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2021-08-07	8358	7	143	0
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2021-07-28	8308	4	143	0
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2021-07-20	8273	2	143	0
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2021-07-02	8244	1	143	0
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2021-06-25	8231	2	143	0
2021-06-24	8229	2	143	0
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2021-05-11	8019	22	142	0
2021-05-10	7997	6	142	0
2021-05-09	7991	9	142	2
2021-05-08	7982	19	140	1
2021-05-07	7963	23	139	0
2021-05-06	7940	21	139	0
2021-05-05	7919	38	139	0
2021-05-04	7881	30	139	0
2021-05-03	7851	12	139	0
2021-05-02	7839	12	139	0
2021-05-01	7827	35	139	0
2021-04-30	7792	33	139	1
2021-04-29	7759	32	138	1
2021-04-28	7727	43	137	0
2021-04-27	7684	33	137	0
2021-04-26	7651	19	137	0
2021-04-25	7632	14	137	0
2021-04-24	7618	38	137	0
2021-04-23	7580	45	137	0
2021-04-22	7535	41	137	1
2021-04-21	7494	49	136	0
2021-04-20	7445	60	136	0
2021-04-19	7385	53	136	0
2021-04-18	7332	52	136	0
2021-04-17	7280	89	136	0
2021-04-16	7191	56	136	0
2021-04-15	7135	30	136	0
2021-04-14	7105	70	136	0
2021-04-13	7035	42	136	0
2021-04-12	6993	36	136	0
2021-04-11	6957	5	136	1
2021-04-10	6952	19	135	0
2021-04-09	6933	31	135	0
2021-04-08	6902	49	135	0
2021-04-07	6853	44	135	0
2021-04-06	6809	24	135	0
2021-04-05	6785	15	135	0
2021-04-04	6770	9	135	0
2021-04-03	6761	25	135	0
2021-04-02	6736	24	135	0
2021-04-01	6712	46	135	0
2021-03-31	6666	48	135	2
2021-03-30	6618	56	133	0
2021-03-29	6562	31	133	0
2021-03-28	6531	37	133	0
2021-03-27	6494	37	133	0
2021-03-26	6457	54	133	0
2021-03-25	6403	55	133	1
2021-03-24	6348	53	132	0
2021-03-23	6295	52	132	0
2021-03-22	6243	37	132	2
2021-03-21	6206	23	130	0
2021-03-20	6183	49	130	0
2021-03-19	6134	35	130	0
2021-03-18	6099	43	130	0
2021-03-17	6056	22	130	0
2021-03-16	6034	25	130	1
2021-03-15	6009	13	129	0
2021-03-14	5996	14	129	0
2021-03-13	5982	16	129	0
2021-03-12	5966	20	129	0
2021-03-11	5946	28	129	1
2021-03-10	5918	28	128	0
2021-03-09	5890	10	128	0
2021-03-08	5880	10	128	0
2021-03-07	5870	8	128	0
2021-03-06	5862	14	128	0
2021-03-05	5848	9	128	0
2021-03-04	5839	13	128	0
2021-03-03	5826	17	128	0
2021-03-02	5809	9	128	0
2021-02-28	5800	9	128	0
2021-02-27	5791	12	128	0
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2021-02-25	5772	5	128	0
2021-02-24	5767	13	128	0
2021-02-23	5754	6	128	0
2021-02-22	5748	8	128	0
2021-02-21	5740	9	128	0
2021-02-20	5731	19	128	0
2021-02-19	5712	9	128	0
2021-02-18	5703	10	128	0
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2021-02-16	5686	6	127	0
2021-02-15	5680	1	127	0
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2021-02-13	5668	8	127	0
2021-02-12	5660	11	127	1
2021-02-11	5649	11	126	0
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2021-02-09	5626	8	126	0
2021-02-08	5618	5	126	0
2021-02-07	5613	7	126	0
2021-02-06	5606	7	126	1
2021-02-05	5599	9	125	0
2021-02-04	5590	12	125	2
2021-02-03	5578	31	123	3
2021-02-02	5547	14	120	0
2021-02-01	5533	2	120	0
2021-01-31	5531	11	120	0
2021-01-30	5520	17	120	2
2021-01-29	5503	15	118	0
2021-01-28	5488	27	118	0
2021-01-27	5461	29	118	6
2021-01-26	5432	16	112	3
2021-01-25	5416	10	109	0
2021-01-24	5406	25	109	0
2021-01-23	5381	17	109	0
2021-01-22	5364	39	109	1
2021-01-21	5325	26	108	1
2021-01-20	5299	20	107	0
2021-01-19	5279	25	107	4
2021-01-18	5254	7	103	0
2021-01-17	5247	10	103	0
2021-01-16	5237	25	103	0
2021-01-15	5212	80	103	2
2021-01-14	5132	30	101	2
2021-01-13	5102	48	99	1
2021-01-12	5054	62	98	1
2021-01-10	4992	16	97	0
2021-01-09	4976	41	97	0
2021-01-08	4935	21	97	1
2021-01-07	4914	18	96	0
2021-01-06	4896	67	96	1
2021-01-05	4829	24	95	0
2021-01-04	4805	15	95	0
2021-01-03	4790	35	95	0
2021-01-02	4755	10	95	1
2021-01-01	4745	9	94	0
2020-12-31	4736	32	94	0
2020-12-30	4704	52	94	1
2020-12-29	4652	28	93	0
2020-12-28	4624	34	93	0
2020-12-27	4590	34	93	0
2020-12-26	4556	17	93	0
2020-12-25	4539	56	93	1
2020-12-24	4483	40	92	0
2020-12-23	4443	54	92	1
2020-12-22	4389	38	91	1
2020-12-21	4351	37	90	1
2020-12-20	4314	24	89	0
2020-12-19	4290	45	89	1
2020-12-18	4245	40	88	1
2020-12-17	4205	56	87	1
2020-12-16	4149	86	86	0
2020-12-15	4063	27	86	0
2020-12-14	4036	30	86	0
2020-12-13	4006	37	86	1
2020-12-12	3969	40	85	0
2020-12-11	3929	74	85	0
2020-12-10	3855	63	85	0
2020-12-09	3792	61	85	2
2020-12-08	3731	73	83	3
2020-12-07	3658	47	80	0
2020-12-06	3611	60	80	1
2020-12-05	3551	20	79	1
2020-12-04	3531	62	78	0
2020-12-03	3469	62	78	5
2020-12-02	3407	63	73	0
2020-12-01	3344	41	73	0
2020-11-30	3303	36	73	0
2020-11-29	3267	30	73	0
2020-11-28	3237	78	73	1
2020-11-27	3159	61	72	3
2020-11-26	3098	30	69	0
2020-11-25	3068	50	69	1
2020-11-24	3018	57	68	1
2020-11-23	2961	43	67	0
2020-11-22	2918	37	67	0
2020-11-21	2881	34	67	0
2020-11-20	2847	102	67	2
2020-11-19	2745	51	65	1
2020-11-18	2694	70	64	0
2020-11-17	2624	46	64	1
2020-11-16	2578	26	63	1
2020-11-15	2552	54	62	0
2020-11-14	2498	37	62	0
2020-11-13	2461	69	62	0
2020-11-12	2392	91	62	1
2020-11-11	2301	31	61	2
2020-11-10	2270	20	59	0
2020-11-09	2250	50	59	0
2020-11-08	2200	31	59	0
2020-11-07	2169	93	59	7
2020-11-06	2076	44	52	1
2020-11-05	2032	44	51	4
2020-11-04	1988	51	47	3
2020-11-03	1937	65	44	4
2020-11-02	1872	48	40	0
2020-11-01	1824	85	40	1
2020-10-31	1739	29	39	0
2020-10-30	1710	48	39	0
2020-10-29	1662	46	39	1
2020-10-28	1616	23	38	1
2020-10-27	1593	9	37	0
2020-10-26	1584	23	37	1
2020-10-25	1561	2	36	0
2020-10-24	1559	29	36	0
2020-10-23	1530	25	36	0
2020-10-22	1505	30	36	1
2020-10-21	1475	20	35	0
2020-10-20	1455	20	35	0
2020-10-19	1435	19	35	0
2020-10-17	1416	16	35	0
2020-10-16	1400	46	35	0
2020-10-15	1354	7	35	0
2020-10-14	1347	1	35	0
2020-10-13	1346	8	35	0
2020-10-12	1338	16	35	0
2020-10-11	1322	18	35	0
2020-10-09	1304	13	35	0
2020-10-08	1291	6	35	0
2020-10-07	1285	5	35	0
2020-10-06	1280	10	35	0
2020-10-05	1270	3	35	0
2020-10-04	1267	1	35	0
2020-10-03	1266	11	35	0
2020-10-02	1255	9	35	0
2020-10-01	1246	2	35	0
2020-09-30	1244	1	35	0
2020-09-29	1243	1	35	0
2020-09-28	1242	3	35	0
2020-09-27	1239	1	35	0
2020-09-26	1238	1	35	0
2020-09-25	1237	2	35	0
2020-09-24	1235	11	35	1
2020-09-23	1224	5	34	0
2020-09-22	1219	1	34	0
2020-09-21	1218	5	34	0
2020-09-19	1213	2	34	0
2020-09-18	1211	8	34	0
2020-09-17	1203	7	34	0
2020-09-16	1196	11	34	0
2020-09-15	1185	9	34	0
2020-09-14	1176	3	34	0
2020-09-13	1173	3	34	0
2020-09-12	1170	2	34	0
2020-09-11	1168	3	34	0
2020-09-10	1165	3	34	0
2020-09-09	1162	8	34	0
2020-09-08	1154	1	34	0
2020-09-07	1153	7	34	1
2020-09-05	1146	5	33	0
2020-09-04	1141	2	33	0
2020-09-03	1139	8	33	0
2020-09-02	1131	14	33	1
2020-09-01	1117	2	32	0
2020-08-31	1115	1	32	0
2020-08-29	1114	2	32	0
2020-08-28	1112	23	32	3
2020-08-27	1089	10	29	0
2020-08-26	1079	5	29	0
2020-08-25	1074	3	29	0
2020-08-24	1071	3	29	0
2020-08-23	1068	1	29	0
2020-08-22	1067	11	29	0
2020-08-21	1056	8	29	0
2020-08-20	1048	8	29	0
2020-08-19	1040	8	29	0
2020-08-18	1032	3	29	0
2020-08-17	1029	5	29	0
2020-08-16	1024	1	29	0
2020-08-15	1023	4	29	0
2020-08-14	1019	6	29	0
2020-08-13	1013	8	29	0
2020-08-12	1005	9	29	0
2020-08-11	996	6	29	0
2020-08-10	990	1	29	0
2020-08-08	989	3	29	0
2020-08-07	986	1	29	0
2020-08-06	985	1	29	0
2020-08-05	984	3	29	0
2020-08-04	981	2	29	0
2020-08-03	979	1	29	0
2020-08-01	978	4	29	0
2020-07-31	974	1	29	0
2020-07-30	973	1	29	0
2020-07-29	972	1	29	0
2020-07-28	971	1	29	0
2020-07-26	970	1	29	0
2020-07-25	969	2	29	0
2020-07-24	967	1	29	0
2020-07-23	966	7	29	0
2020-07-21	959	5	29	0
2020-07-19	954	6	29	0
2020-07-18	948	1	29	0
2020-07-16	947	2	29	1
2020-07-15	945	1	28	0
2020-07-14	944	6	28	0
2020-07-12	938	1	28	0
2020-07-07	937	3	28	0
2020-07-06	934	1	28	0
2020-07-04	933	1	28	0
2020-07-03	932	3	28	0
2020-06-28	929	1	28	0
2020-06-27	928	1	28	0
2020-06-26	927	1	28	0
2020-06-23	926	2	28	0
2020-06-22	924	1	28	0
2020-06-21	923	2	28	0
2020-06-20	921	1	28	0
2020-06-19	920	1	28	0
2020-06-13	919	1	28	0
2020-06-11	918	1	28	0
2020-06-02	917	1	28	0
2020-05-26	916	2	28	0
2020-05-20	914	1	28	0
2020-05-19	913	2	28	0
2020-05-18	911	1	28	0
2020-05-15	910	2	28	0
2020-05-14	908	3	28	0
2020-05-13	905	4	28	0
2020-05-12	901	6	28	1
2020-05-11	895	8	27	0
2020-05-08	887	6	27	0
2020-05-07	881	3	27	0
2020-05-06	878	2	27	0
2020-05-05	876	10	27	0
2020-05-04	866	1	27	0
2020-05-03	865	1	27	1
2020-05-01	864	12	26	0
2020-04-30	852	9	26	0
2020-04-29	843	5	26	0
2020-04-28	838	7	26	2
2020-04-27	831	1	24	1
2020-04-26	830	3	23	0
2020-04-25	827	15	23	2
2020-04-24	812	17	21	0
2020-04-23	795	6	21	0
2020-04-22	789	18	21	0
2020-04-21	771	8	21	0
2020-04-20	763	6	21	0
2020-04-19	757	14	21	0
2020-04-18	743	17	21	0
2020-04-17	726	21	21	0
2020-04-16	705	30	21	1
2020-04-15	675	20	20	0
2020-04-14	655	19	20	0
2020-04-13	636	7	20	1
2020-04-12	629	1	19	0
2020-04-11	628	12	19	0
2020-04-10	616	24	19	1
2020-04-09	592	34	18	1
2020-04-08	558	32	17	0
2020-04-07	526	37	17	1
2020-04-06	489	16	16	1
2020-04-05	473	13	15	0
2020-04-04	460	8	15	1
2020-04-03	452	48	14	1
2020-04-02	404	52	13	1
2020-04-01	352	35	12	1
2020-03-31	317	42	11	4
2020-03-30	275	7	7	1
2020-03-29	268	10	6	1
2020-03-28	258	24	5	0
2020-03-27	234	19	5	0
2020-03-26	215	59	5	3
2020-03-25	156	52	2	0
2020-03-24	104	16	2	1
2020-03-23	88	14	1	0
2020-03-22	74	5	1	0
2020-03-21	69	3	1	0
2020-03-20	66	19	1	0
2020-03-19	47	7	1	0
2020-03-18	40	24	1	1
2020-03-16	16	1	0	0
2020-03-15	15	1	0	0
2020-03-14	14	1	0	0
2020-03-13	13	6	0	0
2020-03-12	7	1	0	0
2020-03-11	6	3	0	0
2020-03-09	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: 0:03:13.810370