Germany: LK Miesbach (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 11:03:08 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Miesbach")
print(f'Population of country="Germany", subregion="LK Miesbach": {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 Miesbach": 99978 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-02	52862	11	242	0
2023-03-01	52851	11	242	0
2023-02-28	52840	16	242	0
2023-02-27	52824	23	242	0
2023-02-24	52801	18	242	0
2023-02-23	52783	28	242	0
2023-02-22	52755	33	242	0
2023-02-20	52722	31	242	0
2023-02-17	52691	13	242	0
2023-02-16	52678	16	242	0
2023-02-15	52662	12	242	0
2023-02-14	52650	21	242	0
2023-02-13	52629	25	242	0
2023-02-10	52604	17	242	0
2023-02-09	52587	15	242	0
2023-02-08	52572	24	242	0
2023-02-07	52548	22	242	0
2023-02-06	52526	18	242	1
2023-02-03	52508	17	241	0
2023-02-02	52491	13	241	0
2023-02-01	52478	37	241	1
2023-01-31	52441	1	240	0
2023-01-30	52440	27	240	0
2023-01-27	52413	12	240	0
2023-01-26	52401	12	240	0
2023-01-25	52389	29	240	0
2023-01-24	52360	20	240	0
2023-01-23	52340	20	240	0
2023-01-20	52320	12	240	1
2023-01-19	52308	17	239	2
2023-01-18	52291	11	237	0
2023-01-17	52280	12	237	0
2023-01-16	52268	18	237	0
2023-01-13	52250	13	237	1
2023-01-12	52237	12	236	0
2023-01-11	52225	14	236	0
2023-01-10	52211	9	236	0
2023-01-09	52202	23	236	0
2023-01-05	52179	10	236	0
2023-01-04	52169	22	236	0
2023-01-03	52147	13	236	0
2023-01-02	52134	57	236	1
2022-12-30	52077	3	235	0
2022-12-29	52074	17	235	0
2022-12-28	52057	26	235	1
2022-12-27	52031	41	234	0
2022-12-23	51990	22	234	1
2022-12-22	51968	27	233	0
2022-12-21	51941	27	233	0
2022-12-20	51914	34	233	0
2022-12-19	51880	43	233	0
2022-12-16	51837	17	233	1
2022-12-15	51820	31	232	1
2022-12-14	51789	17	231	0
2022-12-13	51772	26	231	0
2022-12-12	51746	26	231	0
2022-12-09	51720	21	231	0
2022-12-08	51699	13	231	0
2022-12-07	51686	24	231	1
2022-12-06	51662	26	230	2
2022-12-05	51636	23	228	0
2022-12-02	51613	27	228	0
2022-12-01	51586	19	228	0
2022-11-30	51567	21	228	0
2022-11-29	51546	18	228	1
2022-11-28	51528	33	227	0
2022-11-24	51495	16	227	0
2022-11-23	51479	14	227	0
2022-11-22	51465	17	227	0
2022-11-21	51448	28	227	0
2022-11-18	51420	13	227	0
2022-11-17	51407	14	227	1
2022-11-16	51393	29	226	0
2022-11-15	51364	15	226	0
2022-11-14	51349	28	226	0
2022-11-11	51321	26	226	0
2022-11-10	51295	19	226	0
2022-11-09	51276	36	226	1
2022-11-08	51240	38	225	0
2022-11-07	51202	36	225	0
2022-11-04	51166	39	225	0
2022-11-03	51127	51	225	0
2022-11-02	51076	74	225	0
2022-10-28	51002	42	225	0
2022-10-27	50960	39	225	0
2022-10-26	50921	90	225	1
2022-10-25	50831	45	224	1
2022-10-24	50786	89	223	0
2022-10-21	50697	59	223	1
2022-10-20	50638	91	222	0
2022-10-19	50547	98	222	0
2022-10-18	50449	189	222	0
2022-10-17	50260	96	222	0
2022-10-14	50164	236	222	0
2022-10-13	49928	280	222	3
2022-10-12	49648	359	219	0
2022-10-11	49289	343	219	3
2022-10-10	48946	348	216	3
2022-10-07	48598	348	213	1
2022-10-06	48250	146	212	0
2022-10-05	48104	260	212	0
2022-10-04	47844	94	212	1
2022-09-30	47750	144	211	0
2022-09-29	47606	268	211	1
2022-09-28	47338	269	210	0
2022-09-27	47069	148	210	0
2022-09-26	46921	150	210	0
2022-09-23	46771	86	210	1
2022-09-22	46685	111	209	0
2022-09-21	46574	95	209	0
2022-09-20	46479	116	209	0
2022-09-19	46363	79	209	0
2022-09-16	46284	61	209	0
2022-09-15	46223	51	209	0
2022-09-14	46172	61	209	0
2022-09-13	46111	53	209	0
2022-09-12	46058	73	209	0
2022-09-09	45985	42	209	0
2022-09-08	45943	60	209	0
2022-09-07	45883	38	209	0
2022-09-06	45845	35	209	0
2022-09-05	45810	26	209	0
2022-09-02	45784	18	209	0
2022-09-01	45766	19	209	0
2022-08-31	45747	32	209	0
2022-08-30	45715	43	209	1
2022-08-29	45672	34	208	0
2022-08-26	45638	38	208	0
2022-08-25	45600	21	208	0
2022-08-24	45579	61	208	0
2022-08-23	45518	24	208	0
2022-08-22	45494	49	208	0
2022-08-19	45445	28	208	0
2022-08-18	45417	51	208	0
2022-08-17	45366	59	208	0
2022-08-16	45307	77	208	0
2022-08-12	45230	34	208	1
2022-08-11	45196	48	207	0
2022-08-10	45148	71	207	0
2022-08-09	45077	60	207	0
2022-08-08	45017	75	207	0
2022-08-05	44942	78	207	0
2022-08-04	44864	71	207	0
2022-08-03	44793	89	207	2
2022-08-02	44704	88	205	0
2022-08-01	44616	86	205	0
2022-07-29	44530	76	205	0
2022-07-28	44454	118	205	1
2022-07-27	44336	147	204	0
2022-07-26	44189	126	204	2
2022-07-25	44063	201	202	0
2022-07-22	43862	128	202	0
2022-07-21	43734	175	202	0
2022-07-20	43559	207	202	0
2022-07-19	43352	191	202	0
2022-07-18	43161	206	202	2
2022-07-15	42955	150	200	0
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2022-07-13	42681	244	200	0
2022-07-12	42437	149	200	0
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2022-07-08	42125	104	200	0
2022-07-07	42021	150	200	0
2022-07-06	41871	219	200	0
2022-07-05	41652	125	200	0
2022-07-04	41527	179	200	0
2022-07-01	41348	136	200	1
2022-06-30	41212	59	199	0
2022-06-29	41153	192	199	0
2022-06-28	40961	133	199	0
2022-06-27	40828	140	199	0
2022-06-24	40688	40	199	0
2022-06-23	40648	84	199	0
2022-06-22	40564	128	199	1
2022-06-21	40436	117	198	0
2022-06-20	40319	185	198	0
2022-06-15	40134	85	198	0
2022-06-14	40049	240	198	0
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2022-06-03	39091	56	197	0
2022-06-02	39035	46	197	0
2022-06-01	38989	67	197	0
2022-05-31	38922	63	197	1
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2021-08-23	4721	5	83	0
2021-08-22	4716	4	83	0
2021-08-21	4712	5	83	0
2021-08-20	4707	8	83	0
2021-08-19	4699	7	83	0
2021-08-18	4692	4	83	0
2021-08-17	4688	7	83	0
2021-08-16	4681	3	83	0
2021-08-15	4678	2	83	0
2021-08-14	4676	4	83	0
2021-08-13	4672	10	83	0
2021-08-12	4662	4	83	0
2021-08-11	4658	6	83	0
2021-08-10	4652	1	83	0
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2021-08-05	4648	1	83	0
2021-08-04	4647	2	83	0
2021-08-03	4645	3	83	0
2021-07-31	4642	1	83	0
2021-07-30	4641	1	83	0
2021-07-29	4640	1	83	0
2021-07-27	4639	5	83	0
2021-07-25	4634	2	83	0
2021-07-24	4632	1	83	0
2021-07-22	4631	4	83	0
2021-07-21	4627	5	83	0
2021-07-20	4622	4	83	0
2021-07-18	4618	1	83	0
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2021-07-13	4613	1	83	0
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2021-07-09	4610	3	83	0
2021-07-07	4607	4	83	0
2021-07-06	4603	1	83	0
2021-07-05	4602	1	83	0
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2021-06-18	4576	9	83	0
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2021-05-28	4513	4	83	0
2021-05-27	4509	11	83	0
2021-05-26	4498	13	83	0
2021-05-25	4485	1	83	0
2021-05-24	4484	2	83	0
2021-05-23	4482	1	83	0
2021-05-22	4481	8	83	0
2021-05-21	4473	13	83	0
2021-05-20	4460	13	83	0
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2021-05-17	4405	5	83	0
2021-05-16	4400	21	83	0
2021-05-15	4379	7	83	1
2021-05-14	4372	11	82	0
2021-05-13	4361	26	82	0
2021-05-12	4335	39	82	0
2021-05-11	4296	25	82	0
2021-05-10	4271	12	82	0
2021-05-09	4259	14	82	0
2021-05-08	4245	15	82	0
2021-05-07	4230	23	82	0
2021-05-06	4207	27	82	1
2021-05-05	4180	38	81	0
2021-05-04	4142	20	81	1
2021-05-03	4122	5	80	0
2021-05-02	4117	9	80	1
2021-05-01	4108	21	79	0
2021-04-30	4087	15	79	0
2021-04-29	4072	28	79	0
2021-04-28	4044	40	79	0
2021-04-27	4004	11	79	0
2021-04-26	3993	4	79	0
2021-04-25	3989	25	79	0
2021-04-24	3964	27	79	0
2021-04-23	3937	25	79	1
2021-04-22	3912	29	78	0
2021-04-21	3883	35	78	0
2021-04-20	3848	28	78	0
2021-04-19	3820	6	78	0
2021-04-18	3814	12	78	0
2021-04-17	3802	25	78	0
2021-04-16	3777	17	78	0
2021-04-15	3760	20	78	0
2021-04-14	3740	33	78	1
2021-04-13	3707	16	77	0
2021-04-12	3691	9	77	0
2021-04-11	3682	15	77	1
2021-04-10	3667	11	76	0
2021-04-09	3656	27	76	0
2021-04-08	3629	34	76	0
2021-04-07	3595	18	76	1
2021-04-06	3577	9	75	1
2021-04-05	3568	7	74	0
2021-04-04	3561	9	74	0
2021-04-03	3552	9	74	1
2021-04-02	3543	9	73	0
2021-04-01	3534	24	73	3
2021-03-31	3510	16	70	0
2021-03-30	3494	13	70	2
2021-03-29	3481	16	68	0
2021-03-27	3465	12	68	0
2021-03-26	3453	17	68	0
2021-03-25	3436	16	68	0
2021-03-24	3420	18	68	0
2021-03-23	3402	19	68	1
2021-03-21	3383	10	67	0
2021-03-20	3373	6	67	0
2021-03-19	3367	8	67	0
2021-03-18	3359	15	67	1
2021-03-17	3344	8	66	0
2021-03-16	3336	7	66	0
2021-03-15	3329	6	66	0
2021-03-13	3323	9	66	0
2021-03-12	3314	16	66	0
2021-03-11	3298	12	66	0
2021-03-10	3286	16	66	1
2021-03-09	3270	11	65	0
2021-03-08	3259	5	65	1
2021-03-07	3254	5	64	0
2021-03-06	3249	9	64	1
2021-03-05	3240	7	63	0
2021-03-04	3233	13	63	0
2021-03-03	3220	16	63	0
2021-03-02	3204	5	63	0
2021-03-01	3199	3	63	0
2021-02-28	3196	12	63	0
2021-02-27	3184	5	63	0
2021-02-26	3179	9	63	0
2021-02-25	3170	19	63	0
2021-02-24	3151	6	63	0
2021-02-23	3145	6	63	0
2021-02-22	3139	8	63	0
2021-02-21	3131	5	63	1
2021-02-20	3126	7	62	0
2021-02-19	3119	3	62	0
2021-02-18	3116	5	62	0
2021-02-17	3111	11	62	0
2021-02-16	3100	5	62	0
2021-02-15	3095	2	62	0
2021-02-14	3093	8	62	0
2021-02-13	3085	5	62	0
2021-02-12	3080	6	62	0
2021-02-11	3074	18	62	0
2021-02-10	3056	12	62	0
2021-02-09	3044	4	62	0
2021-02-08	3040	1	62	0
2021-02-07	3039	2	62	0
2021-02-06	3037	9	62	2
2021-02-05	3028	12	60	1
2021-02-04	3016	18	59	0
2021-02-03	2998	2	59	0
2021-02-02	2996	5	59	0
2021-02-01	2991	4	59	1
2021-01-31	2987	5	58	2
2021-01-30	2982	8	56	0
2021-01-29	2974	8	56	0
2021-01-28	2966	15	56	0
2021-01-27	2951	12	56	1
2021-01-26	2939	11	55	0
2021-01-25	2928	2	55	0
2021-01-24	2926	3	55	0
2021-01-23	2923	7	55	0
2021-01-22	2916	23	55	0
2021-01-21	2893	16	55	1
2021-01-20	2877	12	54	0
2021-01-19	2865	7	54	1
2021-01-18	2858	2	53	0
2021-01-17	2856	4	53	0
2021-01-16	2852	9	53	0
2021-01-15	2843	17	53	0
2021-01-14	2826	26	53	1
2021-01-13	2800	47	52	0
2021-01-12	2753	29	52	2
2021-01-11	2724	2	50	0
2021-01-10	2722	10	50	0
2021-01-09	2712	52	50	8
2021-01-08	2660	45	42	4
2021-01-07	2615	32	38	1
2021-01-06	2583	48	37	1
2021-01-05	2535	31	36	0
2021-01-04	2504	5	36	0
2021-01-03	2499	8	36	0
2021-01-02	2491	11	36	2
2021-01-01	2480	11	34	0
2020-12-31	2469	21	34	0
2020-12-30	2448	50	34	2
2020-12-29	2398	18	32	0
2020-12-28	2380	11	32	0
2020-12-27	2369	9	32	0
2020-12-26	2360	6	32	2
2020-12-25	2354	23	30	0
2020-12-24	2331	68	30	1
2020-12-23	2263	50	29	0
2020-12-22	2213	42	29	2
2020-12-21	2171	11	27	0
2020-12-20	2160	5	27	0
2020-12-19	2155	16	27	0
2020-12-18	2139	36	27	1
2020-12-17	2103	27	26	2
2020-12-16	2076	18	24	0
2020-12-15	2058	18	24	0
2020-12-14	2040	6	24	1
2020-12-13	2034	16	23	0
2020-12-12	2018	25	23	1
2020-12-11	1993	24	22	1
2020-12-10	1969	29	21	2
2020-12-09	1940	31	19	0
2020-12-08	1909	14	19	1
2020-12-07	1895	11	18	0
2020-12-06	1884	19	18	0
2020-12-05	1865	22	18	0
2020-12-04	1843	19	18	0
2020-12-03	1824	22	18	1
2020-12-02	1802	27	17	0
2020-12-01	1775	29	17	0
2020-11-30	1746	10	17	0
2020-11-29	1736	10	17	0
2020-11-28	1726	19	17	0
2020-11-27	1707	24	17	1
2020-11-26	1683	26	16	0
2020-11-25	1657	23	16	0
2020-11-24	1634	26	16	0
2020-11-23	1608	16	16	0
2020-11-22	1592	7	16	0
2020-11-21	1585	24	16	1
2020-11-20	1561	45	15	0
2020-11-19	1516	46	15	0
2020-11-18	1470	21	15	0
2020-11-17	1449	31	15	0
2020-11-16	1418	26	15	0
2020-11-15	1392	3	15	0
2020-11-14	1389	8	15	0
2020-11-13	1381	25	15	1
2020-11-12	1356	30	14	0
2020-11-11	1326	21	14	0
2020-11-10	1305	13	14	0
2020-11-09	1292	10	14	0
2020-11-08	1282	27	14	1
2020-11-07	1255	29	13	0
2020-11-06	1226	27	13	0
2020-11-05	1199	24	13	0
2020-11-04	1175	22	13	0
2020-11-03	1153	34	13	0
2020-11-02	1119	18	13	0
2020-11-01	1101	14	13	0
2020-10-31	1087	21	13	0
2020-10-30	1066	15	13	0
2020-10-29	1051	18	13	0
2020-10-28	1033	29	13	0
2020-10-27	1004	43	13	0
2020-10-26	961	20	13	0
2020-10-25	941	17	13	0
2020-10-24	924	14	13	0
2020-10-23	910	22	13	0
2020-10-22	888	14	13	0
2020-10-21	874	15	13	0
2020-10-20	859	15	13	0
2020-10-19	844	1	13	0
2020-10-18	843	7	13	0
2020-10-17	836	12	13	0
2020-10-16	824	6	13	0
2020-10-15	818	5	13	0
2020-10-14	813	8	13	0
2020-10-13	805	2	13	0
2020-10-12	803	3	13	0
2020-10-11	800	5	13	0
2020-10-09	795	7	13	0
2020-10-08	788	4	13	0
2020-10-07	784	4	13	0
2020-10-06	780	5	13	0
2020-10-05	775	10	13	0
2020-10-03	765	3	13	0
2020-10-02	762	3	13	0
2020-10-01	759	5	13	0
2020-09-30	754	3	13	0
2020-09-29	751	1	13	0
2020-09-28	750	6	13	0
2020-09-26	744	9	13	0
2020-09-24	735	1	13	0
2020-09-23	734	5	13	0
2020-09-22	729	2	13	0
2020-09-21	727	1	13	0
2020-09-20	726	1	13	0
2020-09-19	725	5	13	0
2020-09-18	720	2	13	0
2020-09-17	718	2	13	0
2020-09-16	716	2	13	0
2020-09-15	714	3	13	0
2020-09-12	711	7	13	0
2020-09-11	704	4	13	0
2020-09-10	700	9	13	0
2020-09-09	691	7	13	0
2020-09-08	684	6	13	0
2020-09-07	678	1	13	0
2020-09-05	677	1	13	0
2020-09-04	676	2	13	0
2020-09-03	674	2	13	0
2020-09-02	672	2	13	0
2020-09-01	670	1	13	0
2020-08-31	669	2	13	0
2020-08-28	667	1	13	0
2020-08-26	666	9	13	0
2020-08-25	657	4	13	0
2020-08-24	653	4	13	0
2020-08-21	649	1	13	0
2020-08-19	648	3	13	0
2020-08-18	645	13	13	0
2020-08-17	632	1	13	0
2020-08-16	631	4	13	0
2020-08-14	627	1	13	0
2020-08-13	626	3	13	0
2020-08-12	623	2	13	0
2020-08-11	621	4	13	0
2020-08-07	617	1	13	0
2020-08-06	616	6	13	0
2020-08-05	610	1	13	0
2020-08-04	609	1	13	0
2020-08-02	608	5	13	0
2020-07-30	603	1	13	0
2020-07-29	602	2	13	0
2020-07-27	600	2	13	0
2020-07-23	598	3	13	0
2020-07-17	595	1	13	0
2020-07-11	594	1	13	0
2020-07-09	593	1	13	0
2020-07-07	592	1	13	0
2020-07-04	591	2	13	0
2020-06-28	589	1	13	0
2020-06-26	588	1	13	0
2020-06-05	587	1	13	0
2020-06-04	586	2	13	0
2020-06-03	584	3	13	0
2020-05-29	581	1	13	0
2020-05-27	580	1	13	0
2020-05-26	579	1	13	0
2020-05-25	578	1	13	0
2020-05-24	577	3	13	0
2020-05-22	574	3	13	0
2020-05-21	571	1	13	0
2020-05-19	570	1	13	0
2020-05-17	569	4	13	0
2020-05-16	565	8	13	1
2020-05-15	557	1	12	1
2020-05-14	556	2	11	1
2020-05-12	554	5	10	0
2020-05-11	549	3	10	1
2020-05-09	546	3	9	0
2020-05-08	543	1	9	0
2020-05-07	542	7	9	1
2020-05-06	535	9	8	0
2020-05-05	526	4	8	0
2020-05-04	522	1	8	1
2020-05-03	521	1	7	0
2020-05-02	520	2	7	0
2020-04-30	518	4	7	0
2020-04-29	514	3	7	0
2020-04-28	511	4	7	0
2020-04-27	507	11	7	0
2020-04-25	496	2	7	0
2020-04-24	494	4	7	0
2020-04-21	490	2	7	0
2020-04-19	488	2	7	0
2020-04-18	486	1	7	0
2020-04-17	485	4	7	0
2020-04-16	481	5	7	0
2020-04-15	476	4	7	0
2020-04-14	472	2	7	0
2020-04-13	470	2	7	0
2020-04-12	468	6	7	0
2020-04-11	462	2	7	0
2020-04-10	460	2	7	0
2020-04-09	458	17	7	1
2020-04-08	441	9	6	0
2020-04-07	432	9	6	1
2020-04-06	423	12	5	0
2020-04-05	411	4	5	1
2020-04-04	407	26	4	0
2020-04-03	381	21	4	0
2020-04-02	360	29	4	1
2020-04-01	331	16	3	0
2020-03-31	315	17	3	0
2020-03-30	298	15	3	0
2020-03-29	283	11	3	0
2020-03-28	272	33	3	0
2020-03-27	239	26	3	0
2020-03-26	213	23	3	1
2020-03-25	190	18	2	0
2020-03-24	172	13	2	0
2020-03-23	159	23	2	1
2020-03-22	136	28	1	0
2020-03-21	108	47	1	1
2020-03-20	61	3	0	0
2020-03-19	58	11	0	0
2020-03-18	47	14	0	0
2020-03-14	33	16	0	0
2020-03-13	17	16	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: 0:02:59.235166