Germany: SK Ulm (Baden-Württemberg)

• 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 10:26:08 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Ulm")
print(f'Population of country="Germany", subregion="SK Ulm": {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 Ulm": 126949 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	60263	23	176	0
2023-03-03	60240	14	176	0
2023-03-02	60226	12	176	0
2023-03-01	60214	34	176	0
2023-02-28	60180	36	176	0
2023-02-27	60144	51	176	0
2023-02-24	60093	23	176	0
2023-02-23	60070	39	176	0
2023-02-22	60031	30	176	0
2023-02-21	60001	46	176	0
2023-02-20	59955	68	176	0
2023-02-17	59887	36	176	0
2023-02-16	59851	37	176	0
2023-02-15	59814	39	176	0
2023-02-14	59775	42	176	0
2023-02-13	59733	54	176	0
2023-02-10	59679	23	176	0
2023-02-09	59656	31	176	0
2023-02-08	59625	30	176	0
2023-02-07	59595	47	176	0
2023-02-06	59548	46	176	0
2023-02-04	59502	1	176	0
2023-02-03	59501	19	176	0
2023-02-02	59482	24	176	0
2023-02-01	59458	32	176	0
2023-01-31	59426	23	176	0
2023-01-30	59403	22	176	0
2023-01-27	59381	20	176	0
2023-01-26	59361	15	176	0
2023-01-25	59346	33	176	0
2023-01-24	59313	33	176	0
2023-01-23	59280	53	176	0
2023-01-20	59227	10	176	0
2023-01-19	59217	14	176	0
2023-01-18	59203	14	176	0
2023-01-17	59189	25	176	0
2023-01-16	59164	31	176	0
2023-01-13	59133	8	176	0
2023-01-12	59125	26	176	0
2023-01-11	59099	34	176	0
2023-01-10	59065	34	176	0
2023-01-09	59031	32	176	0
2023-01-05	58999	17	176	0
2023-01-04	58982	17	176	0
2023-01-03	58965	38	176	0
2023-01-02	58927	46	176	0
2022-12-30	58881	21	176	0
2022-12-29	58860	30	176	0
2022-12-28	58830	31	176	0
2022-12-27	58799	103	176	0
2022-12-23	58696	42	176	0
2022-12-22	58654	40	176	1
2022-12-21	58614	37	175	0
2022-12-20	58577	42	175	0
2022-12-19	58535	64	175	0
2022-12-16	58471	23	175	0
2022-12-15	58448	42	175	0
2022-12-14	58406	56	175	1
2022-12-13	58350	41	174	1
2022-12-12	58309	45	173	0
2022-12-09	58264	30	173	0
2022-12-08	58234	43	173	2
2022-12-07	58191	52	171	0
2022-12-06	58139	103	171	1
2022-12-05	58036	63	170	0
2022-12-02	57973	22	170	0
2022-12-01	57951	28	170	0
2022-11-30	57923	27	170	0
2022-11-29	57896	30	170	0
2022-11-28	57866	32	170	1
2022-11-25	57834	28	169	0
2022-11-24	57806	22	169	0
2022-11-23	57784	19	169	0
2022-11-22	57765	32	169	0
2022-11-21	57733	63	169	0
2022-11-18	57670	25	169	0
2022-11-17	57645	25	169	0
2022-11-16	57620	31	169	0
2022-11-15	57589	42	169	1
2022-11-14	57547	49	168	0
2022-11-11	57498	32	168	0
2022-11-10	57466	38	168	0
2022-11-09	57428	47	168	0
2022-11-08	57381	68	168	1
2022-11-07	57313	78	167	1
2022-11-04	57235	59	166	0
2022-11-03	57176	48	166	1
2022-11-02	57128	63	165	0
2022-10-31	57065	82	165	0
2022-10-29	56983	7	165	0
2022-10-28	56976	66	165	0
2022-10-27	56910	85	165	1
2022-10-26	56825	61	164	0
2022-10-25	56764	163	164	0
2022-10-24	56601	151	164	0
2022-10-21	56450	104	164	0
2022-10-20	56346	98	164	0
2022-10-19	56248	176	164	0
2022-10-18	56072	176	164	2
2022-10-17	55896	243	162	1
2022-10-14	55653	134	161	0
2022-10-13	55519	198	161	0
2022-10-12	55321	204	161	0
2022-10-11	55117	244	161	0
2022-10-10	54873	278	161	1
2022-10-07	54595	189	160	0
2022-10-06	54406	251	160	0
2022-10-05	54155	232	160	0
2022-10-04	53923	258	160	0
2022-10-02	53665	2	160	0
2022-09-30	53663	135	160	0
2022-09-29	53528	129	160	0
2022-09-28	53399	149	160	0
2022-09-27	53250	115	160	0
2022-09-26	53135	161	160	0
2022-09-23	52974	59	160	0
2022-09-22	52915	83	160	0
2022-09-21	52832	68	160	0
2022-09-20	52764	60	160	1
2022-09-19	52704	69	159	1
2022-09-16	52635	47	158	0
2022-09-15	52588	60	158	0
2022-09-14	52528	43	158	0
2022-09-13	52485	43	158	0
2022-09-12	52442	57	158	0
2022-09-11	52385	1	158	0
2022-09-09	52384	31	158	0
2022-09-08	52353	37	158	0
2022-09-07	52316	44	158	0
2022-09-06	52272	37	158	0
2022-09-05	52235	50	158	1
2022-09-02	52185	22	157	0
2022-09-01	52163	37	157	0
2022-08-31	52126	37	157	0
2022-08-30	52089	48	157	0
2022-08-29	52041	74	157	0
2022-08-28	51967	1	157	0
2022-08-26	51966	44	157	0
2022-08-25	51922	46	157	0
2022-08-24	51876	43	157	0
2022-08-23	51833	58	157	0
2022-08-22	51775	59	157	0
2022-08-19	51716	43	157	0
2022-08-18	51673	47	157	0
2022-08-17	51626	63	157	0
2022-08-16	51563	69	157	0
2022-08-15	51494	91	157	0
2022-08-12	51403	37	157	0
2022-08-11	51366	58	157	1
2022-08-10	51308	75	156	0
2022-08-09	51233	83	156	0
2022-08-08	51150	101	156	0
2022-08-06	51049	1	156	0
2022-08-05	51048	73	156	0
2022-08-04	50975	89	156	0
2022-08-03	50886	121	156	0
2022-08-02	50765	128	156	0
2022-08-01	50637	145	156	0
2022-07-31	50492	1	156	0
2022-07-29	50491	134	156	1
2022-07-28	50357	105	155	0
2022-07-27	50252	195	155	0
2022-07-26	50057	219	155	0
2022-07-25	49838	318	155	1
2022-07-24	49520	1	154	0
2022-07-23	49519	3	154	0
2022-07-22	49516	130	154	0
2022-07-21	49386	274	154	0
2022-07-20	49112	225	154	1
2022-07-19	48887	273	153	0
2022-07-18	48614	394	153	2
2022-07-17	48220	2	151	0
2022-07-16	48218	1	151	0
2022-07-15	48217	324	151	2
2022-07-14	47893	151	149	0
2022-07-13	47742	238	149	0
2022-07-12	47504	295	149	0
2022-07-11	47209	308	149	1
2022-07-10	46901	1	148	0
2022-07-08	46900	204	148	1
2022-07-07	46696	256	147	0
2022-07-06	46440	297	147	0
2022-07-05	46143	155	147	0
2022-07-04	45988	251	147	0
2022-07-01	45737	84	147	0
2022-06-30	45653	155	147	0
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2021-09-18	6579	12	90	0
2021-09-17	6567	15	90	0
2021-09-16	6552	19	90	0
2021-09-15	6533	11	90	0
2021-09-14	6522	44	90	0
2021-09-13	6478	16	90	0
2021-09-12	6462	6	90	0
2021-09-11	6456	11	90	0
2021-09-10	6445	15	90	0
2021-09-09	6430	13	90	0
2021-09-08	6417	28	90	0
2021-09-07	6389	35	90	0
2021-09-06	6354	5	90	0
2021-09-05	6349	23	90	1
2021-09-04	6326	9	89	0
2021-09-03	6317	19	89	0
2021-09-02	6298	20	89	1
2021-09-01	6278	23	88	0
2021-08-31	6255	35	88	0
2021-08-30	6220	4	88	0
2021-08-29	6216	2	88	0
2021-08-28	6214	16	88	0
2021-08-27	6198	20	88	1
2021-08-26	6178	15	87	0
2021-08-25	6163	10	87	1
2021-08-24	6153	41	86	0
2021-08-23	6112	2	86	0
2021-08-22	6110	4	86	0
2021-08-21	6106	7	86	0
2021-08-20	6099	12	86	0
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2021-07-20	5961	12	86	0
2021-07-17	5949	6	86	0
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2021-07-15	5939	1	86	0
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2021-07-12	5920	2	86	0
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2021-05-29	5742	10	86	0
2021-05-28	5732	5	86	0
2021-05-27	5727	11	86	0
2021-05-26	5716	24	86	0
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2021-05-24	5687	2	86	0
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2021-05-22	5683	27	86	0
2021-05-21	5656	20	86	0
2021-05-20	5636	25	86	0
2021-05-19	5611	15	86	0
2021-05-18	5596	52	86	0
2021-05-17	5544	3	86	0
2021-05-16	5541	2	86	0
2021-05-15	5539	24	86	0
2021-05-14	5515	7	86	0
2021-05-13	5508	39	86	0
2021-05-12	5469	54	86	0
2021-05-11	5415	73	86	2
2021-05-10	5342	34	84	1
2021-05-09	5308	13	83	0
2021-05-08	5295	14	83	0
2021-05-07	5281	30	83	0
2021-05-06	5251	64	83	0
2021-05-05	5187	45	83	0
2021-05-04	5142	40	83	0
2021-05-03	5102	19	83	0
2021-05-02	5083	33	83	0
2021-05-01	5050	13	83	0
2021-04-30	5037	43	83	1
2021-04-29	4994	61	82	1
2021-04-28	4933	93	81	0
2021-04-27	4840	49	81	0
2021-04-26	4791	50	81	1
2021-04-25	4741	4	80	0
2021-04-24	4737	32	80	0
2021-04-23	4705	41	80	2
2021-04-22	4664	63	78	0
2021-04-21	4601	43	78	0
2021-04-20	4558	68	78	2
2021-04-19	4490	26	76	1
2021-04-18	4464	13	75	0
2021-04-17	4451	26	75	0
2021-04-16	4425	18	75	0
2021-04-15	4407	71	75	0
2021-04-14	4336	36	75	0
2021-04-13	4300	41	75	1
2021-04-12	4259	36	74	1
2021-04-11	4223	13	73	0
2021-04-10	4210	18	73	0
2021-04-09	4192	28	73	0
2021-04-08	4164	51	73	0
2021-04-07	4113	37	73	0
2021-04-06	4076	21	73	0
2021-04-05	4055	14	73	0
2021-04-04	4041	20	73	0
2021-04-02	4021	19	73	0
2021-04-01	4002	14	73	0
2021-03-31	3988	31	73	0
2021-03-30	3957	51	73	0
2021-03-29	3906	10	73	0
2021-03-28	3896	10	73	0
2021-03-27	3886	16	73	0
2021-03-26	3870	31	73	0
2021-03-25	3839	39	73	0
2021-03-24	3800	31	73	0
2021-03-23	3769	20	73	0
2021-03-22	3749	9	73	1
2021-03-21	3740	7	72	0
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2021-03-19	3716	13	72	0
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2021-03-15	3668	9	72	0
2021-03-14	3659	16	72	0
2021-03-13	3643	9	72	0
2021-03-12	3634	7	72	0
2021-03-11	3627	14	72	0
2021-03-10	3613	4	72	0
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2021-03-08	3594	2	71	0
2021-03-07	3592	7	71	0
2021-03-06	3585	12	71	0
2021-03-05	3573	13	71	1
2021-03-04	3560	12	70	0
2021-03-03	3548	17	70	0
2021-03-02	3531	17	70	1
2021-03-01	3514	2	69	0
2021-02-28	3512	2	69	0
2021-02-27	3510	13	69	0
2021-02-26	3497	7	69	0
2021-02-25	3490	15	69	0
2021-02-24	3475	16	69	0
2021-02-23	3459	13	69	1
2021-02-22	3446	2	68	0
2021-02-21	3444	3	68	1
2021-02-20	3441	17	67	0
2021-02-19	3424	6	67	0
2021-02-18	3418	19	67	0
2021-02-17	3399	12	67	0
2021-02-16	3387	15	67	0
2021-02-15	3372	3	67	0
2021-02-14	3369	2	67	0
2021-02-13	3367	6	67	0
2021-02-12	3361	25	67	0
2021-02-11	3336	8	67	0
2021-02-10	3328	14	67	0
2021-02-09	3314	11	67	0
2021-02-08	3303	5	67	0
2021-02-07	3298	2	67	0
2021-02-06	3296	12	67	1
2021-02-05	3284	15	66	0
2021-02-04	3269	15	66	0
2021-02-03	3254	17	66	1
2021-02-02	3237	10	65	0
2021-02-01	3227	6	65	0
2021-01-31	3221	6	65	1
2021-01-30	3215	11	64	0
2021-01-29	3204	8	64	0
2021-01-28	3196	24	64	2
2021-01-27	3172	14	62	0
2021-01-26	3158	17	62	0
2021-01-25	3141	4	62	0
2021-01-24	3137	9	62	0
2021-01-23	3128	10	62	0
2021-01-22	3118	12	62	0
2021-01-21	3106	10	62	0
2021-01-20	3096	24	62	3
2021-01-19	3072	29	59	2
2021-01-18	3043	6	57	1
2021-01-17	3037	2	56	0
2021-01-16	3035	16	56	1
2021-01-15	3019	15	55	0
2021-01-14	3004	10	55	0
2021-01-13	2994	19	55	0
2021-01-12	2975	12	55	0
2021-01-11	2963	5	55	0
2021-01-10	2958	7	55	0
2021-01-09	2951	14	55	0
2021-01-08	2937	27	55	0
2021-01-07	2910	21	55	0
2021-01-06	2889	19	55	0
2021-01-05	2870	22	55	1
2021-01-04	2848	5	54	0
2021-01-03	2843	11	54	1
2021-01-02	2832	4	53	0
2021-01-01	2828	9	53	0
2020-12-31	2819	32	53	0
2020-12-30	2787	40	53	0
2020-12-29	2747	20	53	0
2020-12-28	2727	5	53	1
2020-12-27	2722	4	52	0
2020-12-26	2718	4	52	0
2020-12-25	2714	15	52	0
2020-12-24	2699	28	52	0
2020-12-23	2671	52	52	1
2020-12-22	2619	27	51	0
2020-12-21	2592	16	51	0
2020-12-20	2576	30	51	0
2020-12-19	2546	37	51	1
2020-12-18	2509	29	50	0
2020-12-17	2480	46	50	2
2020-12-16	2434	36	48	3
2020-12-15	2398	25	45	0
2020-12-14	2373	8	45	0
2020-12-13	2365	35	45	2
2020-12-12	2330	20	43	0
2020-12-11	2310	40	43	0
2020-12-10	2270	54	43	0
2020-12-09	2216	56	43	2
2020-12-08	2160	39	41	1
2020-12-07	2121	10	40	0
2020-12-06	2111	11	40	0
2020-12-05	2100	45	40	2
2020-12-04	2055	49	38	2
2020-12-03	2006	58	36	0
2020-12-02	1948	34	36	0
2020-12-01	1914	22	36	0
2020-11-30	1892	11	36	1
2020-11-29	1881	26	35	0
2020-11-28	1855	18	35	1
2020-11-27	1837	45	34	1
2020-11-26	1792	53	33	2
2020-11-25	1739	32	31	1
2020-11-24	1707	30	30	0
2020-11-23	1677	6	30	0
2020-11-22	1671	18	30	0
2020-11-21	1653	13	30	0
2020-11-20	1640	75	30	2
2020-11-19	1565	29	28	0
2020-11-18	1536	28	28	0
2020-11-17	1508	43	28	1
2020-11-16	1465	13	27	0
2020-11-15	1452	23	27	1
2020-11-14	1429	26	26	0
2020-11-13	1403	44	26	1
2020-11-12	1359	36	25	1
2020-11-11	1323	41	24	2
2020-11-10	1282	43	22	1
2020-11-09	1239	13	21	2
2020-11-08	1226	9	19	1
2020-11-07	1217	28	18	2
2020-11-06	1189	45	16	0
2020-11-05	1144	31	16	1
2020-11-04	1113	29	15	0
2020-11-03	1084	28	15	0
2020-11-02	1056	22	15	1
2020-11-01	1034	27	14	1
2020-10-31	1007	10	13	0
2020-10-30	997	43	13	0
2020-10-29	954	22	13	0
2020-10-28	932	23	13	0
2020-10-27	909	17	13	0
2020-10-26	892	22	13	1
2020-10-25	870	9	12	0
2020-10-24	861	14	12	0
2020-10-23	847	43	12	0
2020-10-22	804	21	12	0
2020-10-21	783	17	12	0
2020-10-20	766	26	12	0
2020-10-19	740	13	12	1
2020-10-18	727	7	11	0
2020-10-17	720	9	11	0
2020-10-16	711	17	11	0
2020-10-15	694	14	11	0
2020-10-14	680	9	11	0
2020-10-13	671	4	11	0
2020-10-12	667	5	11	0
2020-10-11	662	2	11	1
2020-10-10	660	14	10	0
2020-10-09	646	10	10	0
2020-10-08	636	6	10	0
2020-10-07	630	6	10	0
2020-10-06	624	9	10	0
2020-10-05	615	2	10	0
2020-10-04	613	1	10	0
2020-10-03	612	1	10	0
2020-10-02	611	5	10	0
2020-10-01	606	3	10	0
2020-09-30	603	5	10	0
2020-09-29	598	5	10	0
2020-09-28	593	2	10	0
2020-09-27	591	1	10	0
2020-09-26	590	7	10	0
2020-09-25	583	4	10	0
2020-09-24	579	2	10	0
2020-09-23	577	8	10	0
2020-09-22	569	2	10	0
2020-09-21	567	3	10	0
2020-09-20	564	2	10	0
2020-09-19	562	2	10	0
2020-09-18	560	1	10	0
2020-09-17	559	8	10	0
2020-09-16	551	11	10	0
2020-09-15	540	4	10	0
2020-09-14	536	4	10	0
2020-09-13	532	2	10	0
2020-09-12	530	7	10	0
2020-09-11	523	10	10	1
2020-09-10	513	8	9	0
2020-09-09	505	7	9	0
2020-09-08	498	6	9	0
2020-09-07	492	1	9	0
2020-09-06	491	2	9	0
2020-09-05	489	6	9	0
2020-09-04	483	14	9	0
2020-09-03	469	5	9	0
2020-09-02	464	7	9	0
2020-09-01	457	7	9	0
2020-08-31	450	3	9	0
2020-08-30	447	1	9	0
2020-08-29	446	4	9	1
2020-08-28	442	3	8	0
2020-08-27	439	4	8	0
2020-08-26	435	4	8	0
2020-08-25	431	12	8	0
2020-08-24	419	4	8	0
2020-08-23	415	5	8	0
2020-08-22	410	7	8	0
2020-08-21	403	9	8	1
2020-08-20	394	5	7	0
2020-08-19	389	8	7	0
2020-08-18	381	4	7	0
2020-08-16	377	1	7	0
2020-08-15	376	5	7	0
2020-08-14	371	6	7	0
2020-08-13	365	3	7	0
2020-08-12	362	7	7	0
2020-08-11	355	3	7	0
2020-08-10	352	1	7	0
2020-08-09	351	4	7	0
2020-08-08	347	2	7	0
2020-08-06	345	3	7	0
2020-08-05	342	4	7	0
2020-08-04	338	1	7	0
2020-08-03	337	2	7	0
2020-08-01	335	2	7	0
2020-07-31	333	2	7	0
2020-07-30	331	2	7	0
2020-07-29	329	4	7	0
2020-07-28	325	3	7	0
2020-07-26	322	3	7	0
2020-07-24	319	10	7	0
2020-07-23	309	3	7	0
2020-07-22	306	2	7	0
2020-07-20	304	2	7	0
2020-07-19	302	1	7	0
2020-07-18	301	6	7	0
2020-07-17	295	1	7	0
2020-07-08	294	1	7	0
2020-07-07	293	2	7	0
2020-07-02	291	1	7	0
2020-07-01	290	1	7	0
2020-06-24	289	1	7	0
2020-06-14	288	1	7	0
2020-06-12	287	2	7	0
2020-06-10	285	2	7	0
2020-06-09	283	1	7	0
2020-06-04	282	2	7	0
2020-06-02	280	1	7	0
2020-05-30	279	1	7	0
2020-05-27	278	2	7	0
2020-05-25	276	2	7	0
2020-05-20	274	1	7	0
2020-05-19	273	6	7	0
2020-05-17	267	1	7	0
2020-05-16	266	1	7	0
2020-05-15	265	1	7	0
2020-05-14	264	3	7	0
2020-05-13	261	2	7	0
2020-05-08	259	1	7	0
2020-05-04	258	1	7	0
2020-04-30	257	3	7	0
2020-04-29	254	3	7	0
2020-04-27	251	2	7	0
2020-04-25	249	4	7	0
2020-04-24	245	10	7	0
2020-04-23	235	4	7	0
2020-04-22	231	4	7	1
2020-04-18	227	1	6	0
2020-04-17	226	1	6	1
2020-04-15	225	5	5	0
2020-04-13	220	2	5	0
2020-04-12	218	2	5	0
2020-04-10	216	10	5	1
2020-04-09	206	3	4	0
2020-04-08	203	9	4	0
2020-04-07	194	4	4	0
2020-04-06	190	2	4	0
2020-04-05	188	8	4	0
2020-04-04	180	8	4	0
2020-04-03	172	7	4	0
2020-04-02	165	8	4	0
2020-04-01	157	14	4	0
2020-03-31	143	16	4	1
2020-03-30	127	8	3	0
2020-03-29	119	3	3	0
2020-03-28	116	10	3	0
2020-03-27	106	4	3	0
2020-03-26	102	9	3	2
2020-03-25	93	11	1	0
2020-03-24	82	11	1	0
2020-03-23	71	10	1	1
2020-03-22	61	4	0	0
2020-03-21	57	10	0	0
2020-03-20	47	8	0	0
2020-03-19	39	12	0	0
2020-03-18	27	7	0	0
2020-03-17	20	7	0	0
2020-03-14	13	3	0	0
2020-03-13	10	3	0	0
2020-03-12	7	1	0	0
2020-03-11	6	1	0	0
2020-03-10	5	1	0	0
2020-03-08	4	1	0	0
2020-03-04	3	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: 0:03:15.537917