Germany: LK Hildesheim (Niedersachsen)

• 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 13:14:43 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Hildesheim")
print(f'Population of country="Germany", subregion="LK Hildesheim": {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 Hildesheim": 274773 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	131155	20	741	0
2023-03-03	131135	16	741	0
2023-03-02	131119	8	741	0
2023-03-01	131111	32	741	0
2023-02-28	131079	81	741	0
2023-02-27	130998	80	741	0
2023-02-24	130918	62	741	0
2023-02-23	130856	54	741	0
2023-02-22	130802	76	741	0
2023-02-21	130726	97	741	0
2023-02-20	130629	136	741	0
2023-02-17	130493	58	741	0
2023-02-16	130435	45	741	0
2023-02-15	130390	90	741	0
2023-02-14	130300	100	741	0
2023-02-13	130200	84	741	0
2023-02-10	130116	58	741	0
2023-02-09	130058	56	741	0
2023-02-08	130002	70	741	0
2023-02-07	129932	80	741	0
2023-02-06	129852	96	741	1
2023-02-03	129756	47	740	0
2023-02-02	129709	44	740	0
2023-02-01	129665	86	740	0
2023-01-31	129579	114	740	0
2023-01-30	129465	155	740	0
2023-01-27	129310	66	740	0
2023-01-26	129244	73	740	0
2023-01-25	129171	73	740	0
2023-01-24	129098	137	740	0
2023-01-23	128961	114	740	0
2023-01-20	128847	47	740	0
2023-01-19	128800	72	740	0
2023-01-18	128728	67	740	0
2023-01-17	128661	92	740	0
2023-01-16	128569	114	740	0
2023-01-13	128455	59	740	0
2023-01-12	128396	71	740	0
2023-01-11	128325	158	740	0
2023-01-10	128167	130	740	0
2023-01-09	128037	148	740	0
2023-01-06	127889	89	740	1
2023-01-05	127800	98	739	1
2023-01-04	127702	172	738	2
2023-01-03	127530	169	736	1
2023-01-02	127361	254	735	0
2022-12-30	127107	123	735	1
2022-12-29	126984	194	734	1
2022-12-28	126790	305	733	2
2022-12-27	126485	444	731	4
2022-12-23	126041	254	727	1
2022-12-22	125787	327	726	0
2022-12-21	125460	263	726	3
2022-12-20	125197	367	723	1
2022-12-19	124830	446	722	8
2022-12-16	124384	225	714	1
2022-12-15	124159	273	713	4
2022-12-14	123886	270	709	2
2022-12-13	123616	391	707	1
2022-12-12	123225	436	706	6
2022-12-09	122789	241	700	5
2022-12-08	122548	252	695	1
2022-12-07	122296	286	694	2
2022-12-06	122010	338	692	1
2022-12-05	121672	367	691	1
2022-12-02	121305	231	690	3
2022-12-01	121074	194	687	2
2022-11-30	120880	238	685	0
2022-11-29	120642	314	685	2
2022-11-28	120328	282	683	2
2022-11-25	120046	180	681	2
2022-11-24	119866	164	679	1
2022-11-23	119702	231	678	6
2022-11-22	119471	265	672	3
2022-11-21	119206	218	669	0
2022-11-18	118988	126	669	1
2022-11-17	118862	136	668	1
2022-11-16	118726	154	667	0
2022-11-15	118572	234	667	0
2022-11-14	118338	270	667	3
2022-11-11	118068	199	664	2
2022-11-10	117869	123	662	2
2022-11-09	117746	177	660	3
2022-11-08	117569	277	657	1
2022-11-07	117292	333	656	3
2022-11-04	116959	221	653	3
2022-11-03	116738	265	650	0
2022-11-02	116473	403	650	3
2022-11-01	116070	485	647	3
2022-10-28	115585	234	644	0
2022-10-27	115351	312	644	1
2022-10-26	115039	287	643	1
2022-10-25	114752	418	642	0
2022-10-24	114334	463	642	3
2022-10-21	113871	261	639	3
2022-10-20	113610	317	636	0
2022-10-19	113293	353	636	0
2022-10-18	112940	469	636	5
2022-10-17	112471	609	631	3
2022-10-14	111862	346	628	2
2022-10-13	111516	384	626	0
2022-10-12	111132	516	626	4
2022-10-11	110616	479	622	2
2022-10-10	110137	594	620	3
2022-10-07	109543	433	617	4
2022-10-06	109110	512	613	2
2022-10-05	108598	501	611	3
2022-10-04	108097	508	608	2
2022-09-30	107589	222	606	1
2022-09-29	107367	237	605	1
2022-09-28	107130	228	604	1
2022-09-27	106902	359	603	1
2022-09-26	106543	346	602	2
2022-09-23	106197	166	600	1
2022-09-22	106031	161	599	0
2022-09-21	105870	188	599	0
2022-09-20	105682	260	599	2
2022-09-19	105422	262	597	0
2022-09-16	105160	131	597	0
2022-09-15	105029	158	597	0
2022-09-14	104871	194	597	0
2022-09-13	104677	223	597	0
2022-09-12	104454	270	597	1
2022-09-09	104184	148	596	1
2022-09-08	104036	145	595	0
2022-09-07	103891	193	595	1
2022-09-06	103698	211	594	0
2022-09-05	103487	209	594	0
2022-09-02	103278	109	594	0
2022-09-01	103169	108	594	0
2022-08-31	103061	162	594	2
2022-08-30	102899	169	592	1
2022-08-29	102730	228	591	1
2022-08-26	102502	119	590	0
2022-08-25	102383	136	590	0
2022-08-24	102247	158	590	1
2022-08-23	102089	194	589	0
2022-08-22	101895	231	589	0
2022-08-19	101664	115	589	0
2022-08-18	101549	170	589	0
2022-08-17	101379	186	589	1
2022-08-16	101193	251	588	2
2022-08-15	100942	307	586	1
2022-08-12	100635	143	585	1
2022-08-11	100492	166	584	0
2022-08-10	100326	210	584	1
2022-08-09	100116	217	583	2
2022-08-08	99899	333	581	5
2022-08-05	99566	178	576	2
2022-08-04	99388	205	574	1
2022-08-03	99183	266	573	2
2022-08-02	98917	392	571	0
2022-08-01	98525	475	571	1
2022-07-29	98050	246	570	1
2022-07-28	97804	310	569	2
2022-07-27	97494	443	567	2
2022-07-26	97051	509	565	1
2022-07-25	96542	724	564	5
2022-07-22	95818	521	559	0
2022-07-21	95297	448	559	1
2022-07-20	94849	552	558	4
2022-07-19	94297	759	554	3
2022-07-18	93538	844	551	1
2022-07-15	92694	541	550	0
2022-07-14	92153	647	550	1
2022-07-13	91506	661	549	3
2022-07-12	90845	762	546	3
2022-07-11	90083	877	543	0
2022-07-08	89206	503	543	0
2022-07-07	88703	463	543	1
2022-07-06	88240	539	542	2
2022-07-05	87701	721	540	2
2022-07-04	86980	647	538	0
2022-07-03	86333	1	538	0
2022-07-01	86332	362	538	0
2022-06-30	85970	463	538	1
2022-06-29	85507	534	537	2
2022-06-28	84973	667	535	3
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2021-09-06	9711	27	302	0
2021-09-05	9684	23	302	0
2021-09-04	9661	56	302	0
2021-09-03	9605	38	302	0
2021-09-02	9567	79	302	0
2021-09-01	9488	60	302	1
2021-08-31	9428	55	301	0
2021-08-30	9373	61	301	1
2021-08-27	9312	40	300	0
2021-08-26	9272	39	300	0
2021-08-25	9233	40	300	0
2021-08-24	9193	30	300	0
2021-08-23	9163	23	300	1
2021-08-20	9140	28	299	1
2021-08-19	9112	26	298	0
2021-08-18	9086	17	298	1
2021-08-17	9069	26	297	0
2021-08-16	9043	23	297	0
2021-08-13	9020	13	297	0
2021-08-12	9007	13	297	0
2021-08-11	8994	1	297	0
2021-08-10	8993	5	297	0
2021-08-09	8988	3	297	0
2021-08-06	8985	6	297	0
2021-08-05	8979	10	297	0
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2021-08-03	8959	9	297	0
2021-08-02	8950	10	297	0
2021-07-30	8940	4	297	0
2021-07-29	8936	1	297	0
2021-07-28	8935	8	297	0
2021-07-27	8927	7	297	0
2021-07-26	8920	5	297	0
2021-07-23	8915	13	297	0
2021-07-22	8902	2	297	0
2021-07-21	8900	4	297	0
2021-07-20	8896	7	297	0
2021-07-19	8889	5	297	0
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2021-07-08	8859	2	297	0
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2021-07-05	8846	3	297	0
2021-07-02	8843	3	297	0
2021-07-01	8840	3	297	0
2021-06-29	8837	4	297	0
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2021-05-26	8658	11	296	0
2021-05-25	8647	3	296	0
2021-05-24	8644	1	296	0
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2021-05-21	8628	26	295	0
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2021-05-18	8560	28	295	0
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2021-05-14	8502	15	295	0
2021-05-13	8487	37	295	0
2021-05-12	8450	39	295	0
2021-05-11	8411	24	295	0
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2021-05-09	8362	4	295	0
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2021-05-05	8260	21	295	0
2021-05-04	8239	43	295	0
2021-05-03	8196	19	295	0
2021-05-01	8177	18	295	0
2021-04-30	8159	37	295	2
2021-04-29	8122	34	293	0
2021-04-28	8088	40	293	0
2021-04-27	8048	51	293	0
2021-04-26	7997	23	293	0
2021-04-25	7974	11	293	0
2021-04-24	7963	51	293	0
2021-04-23	7912	43	293	0
2021-04-22	7869	63	293	0
2021-04-21	7806	58	293	0
2021-04-20	7748	53	293	1
2021-04-19	7695	38	292	0
2021-04-18	7657	2	292	0
2021-04-17	7655	66	292	0
2021-04-16	7589	53	292	0
2021-04-15	7536	37	292	0
2021-04-14	7499	54	292	1
2021-04-13	7445	31	291	0
2021-04-12	7414	21	291	0
2021-04-11	7393	23	291	0
2021-04-10	7370	39	291	1
2021-04-09	7331	34	290	0
2021-04-08	7297	39	290	1
2021-04-07	7258	26	289	0
2021-04-06	7232	27	289	0
2021-04-05	7205	22	289	0
2021-04-04	7183	10	289	0
2021-04-03	7173	7	289	0
2021-04-02	7166	44	289	0
2021-04-01	7122	36	289	0
2021-03-31	7086	52	289	1
2021-03-30	7034	45	288	1
2021-03-29	6989	16	287	0
2021-03-28	6973	7	287	0
2021-03-27	6966	60	287	2
2021-03-26	6906	51	285	2
2021-03-25	6855	46	283	1
2021-03-24	6809	44	282	2
2021-03-23	6765	69	280	0
2021-03-22	6696	35	280	0
2021-03-21	6661	7	280	0
2021-03-20	6654	48	280	0
2021-03-19	6606	46	280	1
2021-03-18	6560	41	279	0
2021-03-17	6519	37	279	0
2021-03-16	6482	41	279	0
2021-03-15	6441	22	279	0
2021-03-14	6419	5	279	0
2021-03-13	6414	45	279	1
2021-03-12	6369	31	278	0
2021-03-11	6338	35	278	2
2021-03-10	6303	31	276	2
2021-03-09	6272	23	274	1
2021-03-08	6249	18	273	1
2021-03-07	6231	4	272	1
2021-03-06	6227	25	271	0
2021-03-05	6202	18	271	1
2021-03-04	6184	25	270	0
2021-03-03	6159	34	270	2
2021-03-02	6125	27	268	1
2021-03-01	6098	13	267	2
2021-02-28	6085	4	265	0
2021-02-27	6081	36	265	0
2021-02-26	6045	46	265	0
2021-02-25	5999	44	265	1
2021-02-24	5955	33	264	0
2021-02-23	5922	32	264	1
2021-02-22	5890	6	263	1
2021-02-21	5884	1	262	0
2021-02-20	5883	32	262	0
2021-02-19	5851	28	262	0
2021-02-18	5823	34	262	0
2021-02-17	5789	34	262	0
2021-02-16	5755	40	262	1
2021-02-15	5715	12	261	0
2021-02-14	5703	4	261	0
2021-02-13	5699	12	261	1
2021-02-12	5687	58	260	1
2021-02-11	5629	34	259	1
2021-02-10	5595	46	258	0
2021-02-09	5549	46	258	3
2021-02-08	5503	15	255	2
2021-02-07	5488	7	253	1
2021-02-06	5481	45	252	0
2021-02-05	5436	47	252	1
2021-02-04	5389	38	251	2
2021-02-03	5351	49	249	2
2021-02-02	5302	40	247	3
2021-02-01	5262	12	244	0
2021-01-31	5250	9	244	0
2021-01-30	5241	16	244	0
2021-01-29	5225	49	244	5
2021-01-28	5176	33	239	3
2021-01-27	5143	56	236	1
2021-01-26	5087	68	235	5
2021-01-25	5019	24	230	3
2021-01-24	4995	6	227	1
2021-01-23	4989	31	226	2
2021-01-22	4958	57	224	4
2021-01-21	4901	69	220	4
2021-01-20	4832	58	216	2
2021-01-19	4774	72	214	4
2021-01-18	4702	34	210	8
2021-01-17	4668	4	202	0
2021-01-16	4664	80	202	3
2021-01-15	4584	49	199	5
2021-01-14	4535	56	194	4
2021-01-13	4479	42	190	1
2021-01-12	4437	75	189	4
2021-01-11	4362	15	185	1
2021-01-10	4347	9	184	0
2021-01-09	4338	39	184	2
2021-01-08	4299	47	182	0
2021-01-07	4252	86	182	6
2021-01-06	4166	75	176	1
2021-01-05	4091	149	175	11
2021-01-04	3942	39	164	1
2021-01-03	3903	15	163	0
2021-01-02	3888	9	163	0
2021-01-01	3879	30	163	4
2020-12-31	3849	143	159	20
2020-12-30	3706	53	139	3
2020-12-29	3653	76	136	7
2020-12-28	3577	16	129	2
2020-12-27	3561	18	127	3
2020-12-26	3543	30	124	0
2020-12-25	3513	23	124	4
2020-12-24	3490	58	120	1
2020-12-23	3432	76	119	7
2020-12-22	3356	104	112	9
2020-12-21	3252	12	103	1
2020-12-20	3240	27	102	1
2020-12-19	3213	52	101	0
2020-12-18	3161	40	101	2
2020-12-17	3121	38	99	1
2020-12-16	3083	42	98	0
2020-12-15	3041	54	98	1
2020-12-14	2987	22	97	2
2020-12-13	2965	5	95	0
2020-12-12	2960	42	95	1
2020-12-11	2918	37	94	2
2020-12-10	2881	58	92	7
2020-12-09	2823	33	85	1
2020-12-08	2790	58	84	1
2020-12-07	2732	9	83	0
2020-12-06	2723	8	83	0
2020-12-05	2715	40	83	0
2020-12-04	2675	46	83	5
2020-12-03	2629	56	78	2
2020-12-02	2573	53	76	0
2020-12-01	2520	37	76	0
2020-11-30	2483	10	76	1
2020-11-29	2473	27	75	0
2020-11-28	2446	46	75	1
2020-11-27	2400	47	74	1
2020-11-26	2353	53	73	0
2020-11-25	2300	40	73	0
2020-11-24	2260	53	73	2
2020-11-23	2207	23	71	0
2020-11-22	2184	35	71	1
2020-11-21	2149	30	70	0
2020-11-20	2119	52	70	0
2020-11-19	2067	62	70	2
2020-11-18	2005	47	68	0
2020-11-17	1958	48	68	2
2020-11-16	1910	8	66	1
2020-11-15	1902	11	65	1
2020-11-14	1891	36	64	1
2020-11-13	1855	38	63	1
2020-11-12	1817	82	62	2
2020-11-11	1735	45	60	0
2020-11-10	1690	52	60	0
2020-11-09	1638	32	60	0
2020-11-08	1606	31	60	2
2020-11-07	1575	31	58	1
2020-11-06	1544	27	57	0
2020-11-05	1517	24	57	2
2020-11-04	1493	73	55	0
2020-11-03	1420	68	55	1
2020-11-02	1352	14	54	0
2020-11-01	1338	24	54	3
2020-10-31	1314	70	51	2
2020-10-30	1244	45	49	2
2020-10-29	1199	50	47	1
2020-10-28	1149	74	46	0
2020-10-27	1075	64	46	5
2020-10-26	1011	68	41	10
2020-10-25	943	19	31	1
2020-10-24	924	55	30	3
2020-10-23	869	35	27	1
2020-10-22	834	66	26	13
2020-10-21	768	30	13	4
2020-10-20	738	36	9	0
2020-10-19	702	4	9	0
2020-10-17	698	18	9	0
2020-10-16	680	13	9	0
2020-10-15	667	6	9	0
2020-10-14	661	4	9	0
2020-10-13	657	10	9	0
2020-10-12	647	9	9	0
2020-10-10	638	5	9	0
2020-10-09	633	9	9	0
2020-10-08	624	6	9	0
2020-10-07	618	12	9	0
2020-10-06	606	10	9	0
2020-10-05	596	1	9	0
2020-10-04	595	1	9	0
2020-10-03	594	8	9	0
2020-10-02	586	5	9	0
2020-10-01	581	2	9	0
2020-09-30	579	8	9	0
2020-09-29	571	5	9	0
2020-09-26	566	1	9	0
2020-09-25	565	6	9	0
2020-09-24	559	6	9	0
2020-09-23	553	5	9	0
2020-09-22	548	3	9	0
2020-09-21	545	1	9	0
2020-09-19	544	5	9	0
2020-09-18	539	2	9	0
2020-09-17	537	7	9	0
2020-09-16	530	10	9	0
2020-09-15	520	7	9	0
2020-09-13	513	1	9	0
2020-09-12	512	1	9	0
2020-09-11	511	2	9	0
2020-09-09	509	1	9	0
2020-09-08	508	4	9	0
2020-09-07	504	5	9	0
2020-09-03	499	1	9	0
2020-09-02	498	3	9	0
2020-09-01	495	1	9	0
2020-08-31	494	1	9	0
2020-08-29	493	2	9	0
2020-08-28	491	2	9	0
2020-08-27	489	4	9	0
2020-08-26	485	2	9	0
2020-08-25	483	1	9	0
2020-08-24	482	6	9	0
2020-08-23	476	2	9	0
2020-08-21	474	1	9	0
2020-08-20	473	2	9	0
2020-08-19	471	1	9	0
2020-08-18	470	2	9	0
2020-08-17	468	2	9	0
2020-08-14	466	3	9	0
2020-08-12	463	8	9	0
2020-08-10	455	1	9	0
2020-08-05	454	1	9	0
2020-08-04	453	2	9	0
2020-08-03	451	3	9	0
2020-08-01	448	2	9	0
2020-07-31	446	4	9	0
2020-07-30	442	1	9	0
2020-07-29	441	1	9	0
2020-07-28	440	2	9	0
2020-07-25	438	2	9	0
2020-07-24	436	1	9	0
2020-07-21	435	2	9	0
2020-07-18	433	6	9	0
2020-07-17	427	6	9	0
2020-07-14	421	1	9	0
2020-07-09	420	1	9	0
2020-07-07	419	1	9	0
2020-07-04	418	1	9	1
2020-06-30	417	1	8	0
2020-06-26	416	1	8	0
2020-06-23	415	6	8	0
2020-06-20	409	1	8	0
2020-06-19	408	3	8	0
2020-06-18	405	1	8	0
2020-06-16	404	2	8	0
2020-06-12	402	1	8	0
2020-06-09	401	1	8	0
2020-06-08	400	1	8	0
2020-06-06	399	1	8	0
2020-06-05	398	3	8	0
2020-06-04	395	1	8	0
2020-06-03	394	2	8	0
2020-05-30	392	1	8	0
2020-05-27	391	1	8	0
2020-05-26	390	2	8	0
2020-05-23	388	3	8	0
2020-05-22	385	3	8	0
2020-05-21	382	2	8	0
2020-05-20	380	17	8	1
2020-05-19	363	10	7	1
2020-05-16	353	2	6	0
2020-05-15	351	2	6	0
2020-05-13	349	1	6	0
2020-05-12	348	4	6	0
2020-05-11	344	2	6	0
2020-05-09	342	2	6	0
2020-05-08	340	12	6	0
2020-05-07	328	7	6	0
2020-05-06	321	6	6	0
2020-05-05	315	10	6	0
2020-05-01	305	4	6	0
2020-04-30	301	6	6	0
2020-04-29	295	1	6	0
2020-04-28	294	4	6	0
2020-04-27	290	2	6	0
2020-04-24	288	2	6	0
2020-04-23	286	4	6	0
2020-04-22	282	2	6	0
2020-04-21	280	13	6	0
2020-04-20	267	1	6	0
2020-04-19	266	3	6	0
2020-04-18	263	8	6	0
2020-04-17	255	9	6	1
2020-04-16	246	11	5	1
2020-04-15	235	10	4	1
2020-04-13	225	2	3	0
2020-04-12	223	1	3	0
2020-04-11	222	3	3	1
2020-04-10	219	6	2	0
2020-04-09	213	4	2	0
2020-04-08	209	6	2	1
2020-04-07	203	8	1	0
2020-04-06	195	3	1	0
2020-04-04	192	6	1	0
2020-04-03	186	7	1	0
2020-04-02	179	9	1	0
2020-04-01	170	10	1	0
2020-03-31	160	9	1	0
2020-03-30	151	3	1	0
2020-03-29	148	1	1	0
2020-03-28	147	6	1	1
2020-03-27	141	9	0	0
2020-03-26	132	10	0	0
2020-03-25	122	4	0	0
2020-03-24	118	10	0	0
2020-03-23	108	10	0	0
2020-03-21	98	14	0	0
2020-03-20	84	4	0	0
2020-03-19	80	15	0	0
2020-03-18	65	18	0	0
2020-03-17	47	17	0	0
2020-03-16	30	1	0	0
2020-03-15	29	8	0	0
2020-03-14	21	7	0	0
2020-03-13	14	8	0	0
2020-03-12	6	4	0	0
2020-03-09	2	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: 0:03:44.760841