Germany: LK Greiz (Thüringen)

• 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 16:09:05 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Greiz")
print(f'Population of country="Germany", subregion="LK Greiz": {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 Greiz": 96102 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	39440	6	446	0
2023-03-03	39434	2	446	0
2023-03-02	39432	3	446	0
2023-03-01	39429	5	446	0
2023-02-28	39424	11	446	0
2023-02-27	39413	4	446	0
2023-02-26	39409	1	446	0
2023-02-25	39408	1	446	0
2023-02-24	39407	2	446	0
2023-02-23	39405	3	446	0
2023-02-22	39402	6	446	0
2023-02-21	39396	10	446	0
2023-02-20	39386	6	446	0
2023-02-19	39380	2	446	0
2023-02-18	39378	2	446	0
2023-02-17	39376	2	446	0
2023-02-16	39374	4	446	0
2023-02-15	39370	1	446	0
2023-02-14	39369	5	446	1
2023-02-13	39364	5	445	0
2023-02-12	39359	1	445	0
2023-02-11	39358	2	445	0
2023-02-10	39356	3	445	0
2023-02-09	39353	3	445	0
2023-02-08	39350	5	445	0
2023-02-07	39345	5	445	0
2023-02-06	39340	5	445	0
2023-02-05	39335	5	445	0
2023-02-03	39330	2	445	0
2023-02-01	39328	1	445	0
2023-01-31	39327	9	445	0
2023-01-30	39318	4	445	0
2023-01-29	39314	2	445	0
2023-01-28	39312	5	445	0
2023-01-27	39307	2	445	0
2023-01-26	39305	1	445	0
2023-01-25	39304	5	445	0
2023-01-24	39299	5	445	0
2023-01-23	39294	4	445	0
2023-01-20	39290	1	445	0
2023-01-19	39289	9	445	0
2023-01-17	39280	3	445	0
2023-01-16	39277	3	445	0
2023-01-15	39274	2	445	0
2023-01-13	39272	1	445	0
2023-01-12	39271	7	445	0
2023-01-11	39264	7	445	0
2023-01-10	39257	7	445	0
2023-01-09	39250	6	445	0
2023-01-08	39244	4	445	1
2023-01-07	39240	3	444	0
2023-01-06	39237	4	444	0
2023-01-05	39233	5	444	0
2023-01-04	39228	10	444	0
2023-01-03	39218	11	444	0
2023-01-02	39207	8	444	1
2023-01-01	39199	9	443	0
2022-12-31	39190	6	443	0
2022-12-30	39184	12	443	0
2022-12-29	39172	12	443	0
2022-12-28	39160	5	443	0
2022-12-27	39155	15	443	0
2022-12-26	39140	3	443	0
2022-12-25	39137	1	443	0
2022-12-24	39136	7	443	1
2022-12-23	39129	13	442	0
2022-12-22	39116	17	442	0
2022-12-21	39099	15	442	0
2022-12-20	39084	17	442	1
2022-12-19	39067	24	441	0
2022-12-18	39043	4	441	0
2022-12-17	39039	6	441	0
2022-12-16	39033	16	441	1
2022-12-15	39017	12	440	0
2022-12-14	39005	15	440	0
2022-12-13	38990	18	440	0
2022-12-12	38972	19	440	2
2022-12-11	38953	4	438	0
2022-12-10	38949	17	438	1
2022-12-09	38932	8	437	0
2022-12-08	38924	20	437	1
2022-12-07	38904	25	436	0
2022-12-06	38879	26	436	1
2022-12-05	38853	31	435	1
2022-12-04	38822	17	434	0
2022-12-03	38805	17	434	0
2022-12-02	38788	15	434	2
2022-12-01	38773	24	432	0
2022-11-30	38749	15	432	0
2022-11-29	38734	28	432	0
2022-11-28	38706	16	432	1
2022-11-27	38690	8	431	0
2022-11-26	38682	21	431	0
2022-11-25	38661	13	431	0
2022-11-24	38648	14	431	0
2022-11-23	38634	23	431	0
2022-11-22	38611	26	431	0
2022-11-21	38585	13	431	0
2022-11-20	38572	8	431	0
2022-11-19	38564	9	431	0
2022-11-18	38555	25	431	0
2022-11-17	38530	22	431	0
2022-11-16	38508	18	431	0
2022-11-15	38490	16	431	0
2022-11-14	38474	23	431	2
2022-11-13	38451	8	429	0
2022-11-12	38443	7	429	0
2022-11-11	38436	18	429	0
2022-11-10	38418	24	429	1
2022-11-09	38394	19	428	0
2022-11-08	38375	22	428	0
2022-11-07	38353	26	428	0
2022-11-06	38327	13	428	1
2022-11-05	38314	9	427	0
2022-11-04	38305	19	427	1
2022-11-03	38286	21	426	0
2022-11-02	38265	38	426	0
2022-11-01	38227	33	426	0
2022-10-31	38194	25	426	0
2022-10-30	38169	3	426	0
2022-10-29	38166	25	426	0
2022-10-28	38141	18	426	0
2022-10-27	38123	33	426	0
2022-10-26	38090	45	426	0
2022-10-25	38045	49	426	1
2022-10-24	37996	50	425	0
2022-10-23	37946	8	425	1
2022-10-22	37938	23	424	0
2022-10-21	37915	41	424	2
2022-10-20	37874	60	422	1
2022-10-19	37814	68	421	0
2022-10-18	37746	67	421	0
2022-10-17	37679	73	421	0
2022-10-16	37606	23	421	0
2022-10-15	37583	59	421	1
2022-10-14	37524	43	420	1
2022-10-13	37481	69	419	0
2022-10-12	37412	58	419	1
2022-10-11	37354	99	418	0
2022-10-10	37255	42	418	0
2022-10-09	37213	50	418	0
2022-10-08	37163	40	418	0
2022-10-07	37123	63	418	1
2022-10-06	37060	101	417	0
2022-10-05	36959	87	417	0
2022-10-04	36872	71	417	0
2022-10-03	36801	41	417	0
2022-10-02	36760	19	417	0
2022-10-01	36741	33	417	0
2022-09-30	36708	24	417	0
2022-09-29	36684	47	417	0
2022-09-28	36637	62	417	0
2022-09-27	36575	54	417	0
2022-09-26	36521	47	417	0
2022-09-25	36474	12	417	0
2022-09-24	36462	54	417	0
2022-09-23	36408	52	417	0
2022-09-22	36356	37	417	1
2022-09-21	36319	25	416	1
2022-09-20	36294	30	415	0
2022-09-19	36264	20	415	0
2022-09-18	36244	21	415	1
2022-09-17	36223	6	414	0
2022-09-16	36217	23	414	0
2022-09-15	36194	27	414	1
2022-09-14	36167	34	413	0
2022-09-13	36133	49	413	0
2022-09-12	36084	20	413	0
2022-09-11	36064	13	413	0
2022-09-10	36051	12	413	0
2022-09-09	36039	23	413	0
2022-09-08	36016	16	413	0
2022-09-07	36000	31	413	0
2022-09-06	35969	46	413	1
2022-09-05	35923	16	412	0
2022-09-04	35907	4	412	0
2022-09-03	35903	16	412	0
2022-09-02	35887	14	412	0
2022-09-01	35873	14	412	0
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2022-08-27	35760	21	411	0
2022-08-26	35739	15	411	0
2022-08-25	35724	17	411	0
2022-08-24	35707	24	411	0
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2022-07-22	34746	56	403	1
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2021-11-29	12059	195	299	5
2021-11-28	11864	192	294	2
2021-11-27	11672	107	292	1
2021-11-26	11565	188	291	6
2021-11-25	11377	225	285	4
2021-11-24	11152	131	281	1
2021-11-23	11021	118	280	1
2021-11-22	10903	178	279	1
2021-11-21	10725	164	278	1
2021-11-20	10561	149	277	2
2021-11-19	10412	79	275	1
2021-11-18	10333	126	274	2
2021-11-17	10207	85	272	1
2021-11-16	10122	107	271	2
2021-11-15	10015	101	269	1
2021-11-14	9914	104	268	2
2021-11-13	9810	73	266	1
2021-11-12	9737	53	265	2
2021-11-11	9684	112	263	4
2021-11-10	9572	72	259	0
2021-11-09	9500	67	259	0
2021-11-08	9433	29	259	1
2021-11-07	9404	19	258	0
2021-11-06	9385	103	258	2
2021-11-05	9282	58	256	1
2021-11-04	9224	107	255	0
2021-11-03	9117	79	255	1
2021-11-02	9038	76	254	1
2021-11-01	8962	16	253	1
2021-10-31	8946	27	252	0
2021-10-30	8919	50	252	0
2021-10-29	8869	24	252	1
2021-10-28	8845	55	251	0
2021-10-27	8790	55	251	0
2021-10-26	8735	36	251	2
2021-10-25	8699	9	249	0
2021-10-24	8690	3	249	0
2021-10-23	8687	45	249	0
2021-10-22	8642	49	249	2
2021-10-21	8593	47	247	1
2021-10-20	8546	43	246	0
2021-10-19	8503	32	246	0
2021-10-18	8471	7	246	0
2021-10-17	8464	17	246	1
2021-10-16	8447	28	245	0
2021-10-15	8419	26	245	0
2021-10-14	8393	29	245	1
2021-10-13	8364	40	244	0
2021-10-12	8324	23	244	0
2021-10-11	8301	5	244	0
2021-10-10	8296	8	244	0
2021-10-09	8288	16	244	0
2021-10-08	8272	19	244	0
2021-10-07	8253	23	244	0
2021-10-06	8230	42	244	1
2021-10-05	8188	35	243	0
2021-10-04	8153	6	243	0
2021-10-03	8147	12	243	0
2021-10-02	8135	10	243	0
2021-10-01	8125	9	243	0
2021-09-30	8116	21	243	0
2021-09-29	8095	34	243	0
2021-09-28	8061	22	243	0
2021-09-27	8039	3	243	0
2021-09-26	8036	5	243	0
2021-09-25	8031	11	243	0
2021-09-24	8020	7	243	0
2021-09-23	8013	14	243	0
2021-09-22	7999	10	243	0
2021-09-21	7989	3	243	0
2021-09-20	7986	1	243	0
2021-09-19	7985	4	243	0
2021-09-18	7981	6	243	0
2021-09-17	7975	3	243	0
2021-09-16	7972	7	243	0
2021-09-15	7965	5	243	0
2021-09-14	7960	3	243	0
2021-09-13	7957	6	243	0
2021-09-12	7951	1	243	0
2021-09-11	7950	7	243	0
2021-09-10	7943	3	243	0
2021-09-09	7940	3	243	0
2021-09-08	7937	10	243	0
2021-09-07	7927	9	243	0
2021-09-06	7918	3	243	0
2021-09-05	7915	1	243	0
2021-09-04	7914	1	243	0
2021-09-03	7913	1	243	0
2021-09-02	7912	3	243	0
2021-09-01	7909	2	243	0
2021-08-31	7907	3	243	0
2021-08-30	7904	2	243	0
2021-08-28	7902	1	243	0
2021-08-26	7901	1	243	0
2021-08-25	7900	1	243	0
2021-08-24	7899	2	243	0
2021-08-23	7897	3	243	0
2021-08-21	7894	5	243	0
2021-08-20	7889	2	243	0
2021-08-19	7887	1	243	0
2021-08-18	7886	1	243	0
2021-08-17	7885	2	243	0
2021-08-16	7883	1	243	0
2021-08-12	7882	1	243	0
2021-08-11	7881	1	243	0
2021-08-10	7880	1	243	0
2021-08-08	7879	2	243	0
2021-08-07	7877	1	243	0
2021-08-06	7876	1	243	0
2021-08-05	7875	1	243	0
2021-07-31	7874	1	243	0
2021-07-30	7873	2	243	0
2021-07-29	7871	1	243	0
2021-07-28	7870	1	243	0
2021-07-27	7869	2	243	0
2021-07-26	7867	2	243	0
2021-07-24	7865	2	243	0
2021-07-23	7863	1	243	0
2021-07-21	7862	1	243	0
2021-07-20	7861	1	243	0
2021-07-19	7860	1	243	0
2021-07-17	7859	3	243	0
2021-07-16	7856	1	243	0
2021-07-15	7855	1	243	0
2021-07-14	7854	4	243	0
2021-07-13	7850	9	243	0
2021-07-11	7841	3	243	0
2021-07-10	7838	1	243	0
2021-07-08	7837	1	243	0
2021-06-29	7836	1	243	0
2021-06-16	7835	2	243	0
2021-06-15	7833	1	243	0
2021-06-12	7832	2	243	0
2021-06-09	7830	1	243	0
2021-06-05	7829	2	243	0
2021-06-04	7827	1	243	0
2021-06-03	7826	1	243	0
2021-06-02	7825	2	243	1
2021-06-01	7823	6	242	0
2021-05-31	7817	1	242	0
2021-05-30	7816	4	242	1
2021-05-29	7812	1	241	0
2021-05-28	7811	9	241	0
2021-05-27	7802	12	241	0
2021-05-26	7790	8	241	0
2021-05-25	7782	3	241	1
2021-05-24	7779	2	240	0
2021-05-23	7777	6	240	0
2021-05-22	7771	11	240	0
2021-05-21	7760	9	240	0
2021-05-20	7751	22	240	1
2021-05-19	7729	17	239	0
2021-05-18	7712	29	239	0
2021-05-17	7683	7	239	0
2021-05-16	7676	3	239	0
2021-05-15	7673	21	239	1
2021-05-14	7652	17	238	0
2021-05-13	7635	10	238	0
2021-05-12	7625	25	238	2
2021-05-11	7600	42	236	1
2021-05-10	7558	7	235	1
2021-05-09	7551	10	234	0
2021-05-08	7541	25	234	1
2021-05-07	7516	33	233	0
2021-05-06	7483	22	233	1
2021-05-05	7461	35	232	0
2021-05-04	7426	40	232	0
2021-05-03	7386	9	232	1
2021-05-02	7377	25	231	0
2021-05-01	7352	41	231	0
2021-04-30	7311	30	231	1
2021-04-29	7281	33	230	2
2021-04-28	7248	29	228	1
2021-04-27	7219	64	227	1
2021-04-26	7155	8	226	0
2021-04-25	7147	23	226	0
2021-04-24	7124	36	226	0
2021-04-23	7088	37	226	0
2021-04-22	7051	54	226	1
2021-04-21	6997	53	225	3
2021-04-20	6944	46	222	2
2021-04-19	6898	22	220	2
2021-04-18	6876	36	218	2
2021-04-17	6840	48	216	1
2021-04-16	6792	58	215	2
2021-04-15	6734	65	213	8
2021-04-14	6669	98	205	4
2021-04-13	6571	57	201	1
2021-04-12	6514	31	200	2
2021-04-11	6483	39	198	2
2021-04-10	6444	126	196	3
2021-04-09	6318	73	193	2
2021-04-08	6245	112	191	0
2021-04-07	6133	70	191	2
2021-04-06	6063	33	189	2
2021-04-05	6030	25	187	1
2021-04-04	6005	44	186	1
2021-04-03	5961	30	185	0
2021-04-02	5931	72	185	4
2021-04-01	5859	98	181	5
2021-03-31	5761	113	176	3
2021-03-30	5648	74	173	1
2021-03-29	5574	17	172	4
2021-03-28	5557	96	168	3
2021-03-27	5461	92	165	1
2021-03-26	5369	82	164	2
2021-03-25	5287	117	162	3
2021-03-24	5170	109	159	2
2021-03-23	5061	84	157	1
2021-03-22	4977	8	156	0
2021-03-21	4969	36	156	1
2021-03-20	4933	89	155	2
2021-03-19	4844	98	153	0
2021-03-18	4746	102	153	0
2021-03-17	4644	106	153	1
2021-03-16	4538	106	152	3
2021-03-15	4432	31	149	2
2021-03-14	4401	45	147	1
2021-03-13	4356	93	146	0
2021-03-12	4263	69	146	1
2021-03-11	4194	101	145	2
2021-03-10	4093	101	143	1
2021-03-09	3992	57	142	1
2021-03-08	3935	21	141	2
2021-03-07	3914	17	139	0
2021-03-06	3897	71	139	2
2021-03-05	3826	22	137	0
2021-03-04	3804	51	137	1
2021-03-03	3753	60	136	1
2021-03-02	3693	31	135	1
2021-03-01	3662	7	134	0
2021-02-28	3655	18	134	0
2021-02-27	3637	29	134	0
2021-02-26	3608	28	134	1
2021-02-25	3580	30	133	1
2021-02-24	3550	30	132	1
2021-02-23	3520	17	131	0
2021-02-22	3503	4	131	0
2021-02-21	3499	31	131	1
2021-02-19	3468	15	130	0
2021-02-18	3453	20	130	0
2021-02-17	3433	19	130	0
2021-02-16	3414	6	130	0
2021-02-15	3408	1	130	0
2021-02-14	3407	2	130	0
2021-02-13	3405	8	130	1
2021-02-12	3397	8	129	0
2021-02-11	3389	21	129	0
2021-02-10	3368	11	129	0
2021-02-09	3357	2	129	0
2021-02-08	3355	1	129	0
2021-02-07	3354	8	129	0
2021-02-06	3346	13	129	0
2021-02-05	3333	9	129	0
2021-02-04	3324	12	129	0
2021-02-03	3312	22	129	0
2021-02-02	3290	21	129	1
2021-02-01	3269	6	128	0
2021-01-31	3263	4	128	0
2021-01-30	3259	13	128	0
2021-01-29	3246	18	128	0
2021-01-28	3228	20	128	1
2021-01-27	3208	21	127	1
2021-01-26	3187	25	126	2
2021-01-25	3162	8	124	0
2021-01-24	3154	11	124	1
2021-01-23	3143	23	123	1
2021-01-22	3120	19	122	0
2021-01-21	3101	40	122	0
2021-01-20	3061	40	122	0
2021-01-19	3021	25	122	2
2021-01-18	2996	23	120	3
2021-01-17	2973	20	117	1
2021-01-16	2953	24	116	2
2021-01-15	2929	15	114	1
2021-01-14	2914	40	113	0
2021-01-13	2874	69	113	0
2021-01-12	2805	39	113	0
2021-01-11	2766	34	113	0
2021-01-10	2732	22	113	0
2021-01-09	2710	29	113	0
2021-01-08	2681	64	113	1
2021-01-07	2617	46	112	2
2021-01-06	2571	75	110	0
2021-01-05	2496	28	110	1
2021-01-04	2468	21	109	2
2021-01-03	2447	43	107	2
2021-01-02	2404	6	105	1
2021-01-01	2398	22	104	2
2020-12-31	2376	33	102	1
2020-12-30	2343	55	101	1
2020-12-29	2288	32	100	4
2020-12-28	2256	17	96	0
2020-12-27	2239	6	96	0
2020-12-26	2233	9	96	2
2020-12-25	2224	35	94	2
2020-12-24	2189	49	92	1
2020-12-23	2140	61	91	4
2020-12-22	2079	58	87	1
2020-12-21	2021	29	86	0
2020-12-20	1992	24	86	0
2020-12-19	1968	52	86	3
2020-12-18	1916	44	83	2
2020-12-17	1872	48	81	0
2020-12-16	1824	56	81	3
2020-12-15	1768	22	78	2
2020-12-14	1746	44	76	2
2020-12-13	1702	18	74	1
2020-12-12	1684	22	73	3
2020-12-11	1662	48	70	1
2020-12-10	1614	60	69	3
2020-12-09	1554	42	66	0
2020-12-08	1512	25	66	1
2020-12-07	1487	34	65	0
2020-12-06	1453	70	65	1
2020-12-05	1383	25	64	2
2020-12-04	1358	26	62	0
2020-12-03	1332	41	62	4
2020-12-02	1291	29	58	0
2020-12-01	1262	35	58	2
2020-11-30	1227	9	56	0
2020-11-29	1218	14	56	0
2020-11-28	1204	17	56	0
2020-11-27	1187	34	56	1
2020-11-26	1153	34	55	0
2020-11-25	1119	20	55	1
2020-11-24	1099	23	54	0
2020-11-23	1076	16	54	0
2020-11-22	1060	23	54	1
2020-11-21	1037	13	53	0
2020-11-20	1024	18	53	0
2020-11-19	1006	16	53	1
2020-11-18	990	12	52	1
2020-11-17	978	12	51	0
2020-11-16	966	9	51	2
2020-11-15	957	10	49	0
2020-11-14	947	10	49	0
2020-11-13	937	11	49	0
2020-11-12	926	9	49	0
2020-11-11	917	8	49	0
2020-11-10	909	6	49	0
2020-11-09	903	6	49	0
2020-11-08	897	5	49	0
2020-11-07	892	13	49	0
2020-11-06	879	14	49	0
2020-11-05	865	8	49	0
2020-11-04	857	27	49	0
2020-11-03	830	11	49	1
2020-11-02	819	9	48	0
2020-11-01	810	8	48	0
2020-10-30	802	9	48	0
2020-10-29	793	14	48	0
2020-10-28	779	8	48	0
2020-10-27	771	6	48	0
2020-10-26	765	2	48	0
2020-10-25	763	2	48	0
2020-10-24	761	3	48	0
2020-10-23	758	3	48	0
2020-10-22	755	9	48	0
2020-10-21	746	8	48	0
2020-10-20	738	4	48	0
2020-10-18	734	3	48	0
2020-10-17	731	9	48	0
2020-10-16	722	3	48	0
2020-10-15	719	3	48	0
2020-10-14	716	5	48	0
2020-10-13	711	1	48	0
2020-10-12	710	2	48	0
2020-10-10	708	2	48	0
2020-10-09	706	2	48	0
2020-10-08	704	1	48	0
2020-10-07	703	1	48	0
2020-10-06	702	1	48	0
2020-10-05	701	1	48	0
2020-10-04	700	1	48	0
2020-10-03	699	2	48	0
2020-10-02	697	1	48	0
2020-10-01	696	1	48	0
2020-09-30	695	2	48	0
2020-09-26	693	1	48	0
2020-09-25	692	1	48	0
2020-09-23	691	2	48	0
2020-09-21	689	1	48	0
2020-09-17	688	1	48	0
2020-09-11	687	1	48	0
2020-09-04	686	2	48	0
2020-08-29	684	1	48	0
2020-08-28	683	1	48	0
2020-08-22	682	3	48	0
2020-08-20	679	2	48	0
2020-08-17	677	1	48	0
2020-08-14	676	1	48	0
2020-08-12	675	3	48	0
2020-08-11	672	1	48	0
2020-08-10	671	4	48	0
2020-08-05	667	1	48	0
2020-08-03	666	1	48	0
2020-06-30	665	2	48	0
2020-06-26	663	1	48	0
2020-06-25	662	1	48	0
2020-06-18	661	2	48	0
2020-06-17	659	3	48	0
2020-06-16	656	4	48	0
2020-06-14	652	1	48	0
2020-06-13	651	6	48	0
2020-06-12	645	2	48	0
2020-06-11	643	10	48	0
2020-06-10	633	8	48	1
2020-06-09	625	2	47	0
2020-06-08	623	1	47	0
2020-06-01	622	1	47	0
2020-05-31	621	2	47	0
2020-05-29	619	2	47	0
2020-05-28	617	1	47	0
2020-05-27	616	4	47	0
2020-05-26	612	5	47	0
2020-05-25	607	1	47	1
2020-05-24	606	5	46	0
2020-05-23	601	3	46	0
2020-05-22	598	4	46	0
2020-05-21	594	7	46	0
2020-05-20	587	2	46	0
2020-05-19	585	7	46	0
2020-05-17	578	6	46	0
2020-05-16	572	4	46	0
2020-05-15	568	4	46	0
2020-05-14	564	6	46	0
2020-05-13	558	8	46	0
2020-05-12	550	15	46	0
2020-05-11	535	8	46	1
2020-05-10	527	1	45	0
2020-05-09	526	7	45	0
2020-05-08	519	3	45	0
2020-05-07	516	9	45	0
2020-05-06	507	11	45	1
2020-05-05	496	22	44	0
2020-05-04	474	21	44	0
2020-05-03	453	1	44	1
2020-05-02	452	6	43	2
2020-05-01	446	4	41	0
2020-04-30	442	21	41	3
2020-04-29	421	10	38	2
2020-04-28	411	11	36	1
2020-04-27	400	7	35	1
2020-04-26	393	7	34	0
2020-04-25	386	12	34	3
2020-04-24	374	13	31	1
2020-04-23	361	20	30	1
2020-04-22	341	8	29	1
2020-04-21	333	17	28	2
2020-04-20	316	6	26	0
2020-04-19	310	8	26	0
2020-04-18	302	10	26	3
2020-04-17	292	7	23	0
2020-04-16	285	32	23	1
2020-04-15	253	2	22	1
2020-04-14	251	8	21	1
2020-04-13	243	1	20	1
2020-04-12	242	9	19	1
2020-04-11	233	3	18	3
2020-04-10	230	5	15	1
2020-04-09	225	13	14	0
2020-04-08	212	7	14	0
2020-04-07	205	13	14	2
2020-04-06	192	7	12	1
2020-04-05	185	12	11	0
2020-04-04	173	7	11	1
2020-04-03	166	9	10	1
2020-04-02	157	12	9	1
2020-04-01	145	11	8	0
2020-03-31	134	11	8	1
2020-03-30	123	2	7	1
2020-03-29	121	9	6	1
2020-03-28	112	10	5	0
2020-03-27	102	8	5	0
2020-03-26	94	17	5	1
2020-03-25	77	19	4	3
2020-03-24	58	7	1	0
2020-03-23	51	6	1	1
2020-03-22	45	9	0	0
2020-03-21	36	6	0	0
2020-03-20	30	8	0	0
2020-03-19	22	7	0	0
2020-03-18	15	8	0	0
2020-03-17	7	4	0	0
2020-03-16	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: 0:02:51.505573