Germany: LK Bitburg-Prüm (Rheinland-Pfalz)

• 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 14:47:36 CEST

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

overview(country="Germany", subregion="LK Bitburg-Prüm", weeks=5);

overview(country="Germany", subregion="LK Bitburg-Prüm");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Bitburg-Prüm")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Bitburg-Prüm")
print(f'Population of country="Germany", subregion="LK Bitburg-Prüm": {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 Bitburg-Prüm": 100959 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	33374	32	89	0
2023-03-03	33342	2	89	0
2023-03-02	33340	22	89	0
2023-03-01	33318	77	89	0
2023-02-28	33241	34	89	0
2023-02-27	33207	120	89	0
2023-02-24	33087	89	89	0
2023-02-23	32998	55	89	0
2023-02-22	32943	23	89	0
2023-02-21	32920	51	89	1
2023-02-17	32869	33	88	0
2023-02-16	32836	1	88	0
2023-02-15	32835	21	88	0
2023-02-14	32814	6	88	0
2023-02-13	32808	29	88	0
2023-02-10	32779	23	88	0
2023-02-09	32756	24	88	0
2023-02-08	32732	44	88	0
2023-02-07	32688	27	88	1
2023-02-06	32661	21	87	0
2023-02-03	32640	14	87	0
2023-02-02	32626	10	87	1
2023-02-01	32616	13	86	0
2023-01-31	32603	18	86	0
2023-01-30	32585	9	86	0
2023-01-27	32576	15	86	1
2023-01-26	32561	12	85	1
2023-01-25	32549	11	84	0
2023-01-24	32538	7	84	0
2023-01-23	32531	9	84	1
2023-01-20	32522	12	83	0
2023-01-19	32510	15	83	0
2023-01-18	32495	18	83	0
2023-01-17	32477	15	83	1
2023-01-16	32462	17	82	1
2023-01-13	32445	3	81	0
2023-01-12	32442	12	81	0
2023-01-11	32430	25	81	1
2023-01-10	32405	14	80	0
2023-01-09	32391	25	80	0
2023-01-06	32366	9	80	0
2023-01-05	32357	15	80	0
2023-01-04	32342	25	80	1
2023-01-03	32317	25	79	0
2023-01-02	32292	33	79	0
2022-12-30	32259	17	79	0
2022-12-29	32242	44	79	0
2022-12-28	32198	18	79	1
2022-12-27	32180	72	78	2
2022-12-23	32108	20	76	0
2022-12-22	32088	25	76	1
2022-12-21	32063	49	75	0
2022-12-20	32014	15	75	0
2022-12-19	31999	45	75	0
2022-12-17	31954	2	75	0
2022-12-16	31952	24	75	0
2022-12-15	31928	28	75	0
2022-12-14	31900	27	75	1
2022-12-13	31873	19	74	0
2022-12-12	31854	39	74	1
2022-12-10	31815	1	73	0
2022-12-09	31814	15	73	0
2022-12-08	31799	22	73	0
2022-12-07	31777	25	73	1
2022-12-06	31752	24	72	0
2022-12-05	31728	31	72	0
2022-12-02	31697	21	72	0
2022-12-01	31676	22	72	0
2022-11-30	31654	14	72	0
2022-11-29	31640	16	72	0
2022-11-28	31624	36	72	1
2022-11-27	31588	1	71	0
2022-11-25	31587	12	71	0
2022-11-24	31575	23	71	0
2022-11-23	31552	23	71	0
2022-11-22	31529	21	71	0
2022-11-21	31508	44	71	0
2022-11-18	31464	13	71	1
2022-11-17	31451	11	70	0
2022-11-16	31440	23	70	0
2022-11-15	31417	27	70	0
2022-11-14	31390	41	70	0
2022-11-13	31349	1	70	0
2022-11-11	31348	13	70	0
2022-11-10	31335	27	70	0
2022-11-09	31308	38	70	0
2022-11-08	31270	41	70	0
2022-11-07	31229	44	70	1
2022-11-04	31185	42	69	0
2022-11-03	31143	28	69	0
2022-11-02	31115	46	69	0
2022-11-01	31069	1	69	0
2022-10-31	31068	49	69	1
2022-10-29	31019	1	68	0
2022-10-28	31018	30	68	0
2022-10-27	30988	52	68	2
2022-10-26	30936	45	66	0
2022-10-25	30891	74	66	0
2022-10-24	30817	127	66	0
2022-10-21	30690	69	66	0
2022-10-20	30621	88	66	1
2022-10-19	30533	125	65	0
2022-10-18	30408	132	65	0
2022-10-17	30276	169	65	0
2022-10-16	30107	1	65	0
2022-10-15	30106	1	65	0
2022-10-14	30105	93	65	0
2022-10-13	30012	106	65	5
2022-10-12	29906	161	60	1
2022-10-11	29745	121	59	0
2022-10-10	29624	183	59	1
2022-10-08	29441	2	58	0
2022-10-07	29439	92	58	1
2022-10-06	29347	167	57	1
2022-10-05	29180	163	56	1
2022-10-04	29017	198	55	1
2022-09-30	28819	71	54	0
2022-09-29	28748	95	54	0
2022-09-28	28653	100	54	0
2022-09-27	28553	115	54	1
2022-09-26	28438	129	53	0
2022-09-23	28309	66	53	1
2022-09-22	28243	63	52	0
2022-09-21	28180	75	52	0
2022-09-20	28105	83	52	0
2022-09-19	28022	90	52	1
2022-09-18	27932	1	51	0
2022-09-16	27931	27	51	0
2022-09-15	27904	50	51	0
2022-09-14	27854	34	51	0
2022-09-13	27820	31	51	0
2022-09-12	27789	53	51	0
2022-09-09	27736	21	51	0
2022-09-08	27715	26	51	0
2022-09-07	27689	31	51	0
2022-09-06	27658	34	51	0
2022-09-05	27624	46	51	0
2022-09-02	27578	18	51	0
2022-09-01	27560	37	51	0
2022-08-31	27523	26	51	0
2022-08-30	27497	35	51	0
2022-08-29	27462	50	51	0
2022-08-26	27412	21	51	0
2022-08-25	27391	25	51	0
2022-08-24	27366	45	51	0
2022-08-23	27321	46	51	0
2022-08-22	27275	50	51	0
2022-08-19	27225	17	51	0
2022-08-18	27208	38	51	0
2022-08-17	27170	58	51	0
2022-08-16	27112	50	51	0
2022-08-15	27062	50	51	0
2022-08-12	27012	27	51	0
2022-08-11	26985	48	51	0
2022-08-10	26937	51	51	0
2022-08-09	26886	68	51	0
2022-08-08	26818	55	51	0
2022-08-05	26763	44	51	0
2022-08-04	26719	39	51	1
2022-08-03	26680	49	50	0
2022-08-02	26631	58	50	0
2022-08-01	26573	77	50	3
2022-07-29	26496	50	47	0
2022-07-28	26446	58	47	0
2022-07-27	26388	108	47	0
2022-07-26	26280	90	47	0
2022-07-25	26190	135	47	0
2022-07-22	26055	70	47	1
2022-07-21	25985	93	46	1
2022-07-20	25892	131	45	0
2022-07-19	25761	127	45	2
2022-07-18	25634	150	43	1
2022-07-16	25484	5	42	0
2022-07-15	25479	94	42	0
2022-07-14	25385	107	42	0
2022-07-13	25278	152	42	0
2022-07-12	25126	115	42	0
2022-07-11	25011	116	42	0
2022-07-09	24895	2	42	0
2022-07-08	24893	66	42	0
2022-07-07	24827	93	42	1
2022-07-06	24734	120	41	0
2022-07-05	24614	127	41	0
2022-07-04	24487	127	41	1
2022-07-03	24360	1	40	0
2022-07-01	24359	67	40	0
2022-06-30	24292	94	40	0
2022-06-29	24198	85	40	0
2022-06-28	24113	109	40	0
2022-06-27	24004	117	40	0
2022-06-24	23887	47	40	0
2022-06-23	23840	90	40	0
2022-06-22	23750	122	40	0
2022-06-21	23628	92	40	0
2022-06-20	23536	106	40	0
2022-06-19	23430	1	40	0
2022-06-18	23429	1	40	0
2022-06-17	23428	52	40	0
2022-06-15	23376	76	40	0
2022-06-14	23300	87	40	0
2022-06-13	23213	134	40	1
2022-06-11	23079	8	39	0
2022-06-10	23071	11	39	0
2022-06-09	23060	72	39	0
2022-06-08	22988	46	39	0
2022-06-07	22942	57	39	0
2022-06-06	22885	1	39	0
2022-06-05	22884	1	39	0
2022-06-04	22883	1	39	0
2022-06-03	22882	31	39	0
2022-06-02	22851	31	39	0
2022-06-01	22820	48	39	0
2022-05-31	22772	25	39	0
2022-05-30	22747	11	39	0
2022-05-29	22736	7	39	0
2022-05-28	22729	9	39	0
2022-05-27	22720	20	39	0
2022-05-25	22700	51	39	0
2022-05-24	22649	51	39	0
2022-05-23	22598	21	39	0
2022-05-21	22577	20	39	0
2022-05-20	22557	31	39	0
2022-05-19	22526	38	39	0
2022-05-18	22488	58	39	1
2022-05-17	22430	78	38	0
2022-05-16	22352	32	38	0
2022-05-14	22320	50	38	0
2022-05-13	22270	43	38	0
2022-05-12	22227	63	38	0
2022-05-11	22164	99	38	0
2022-05-10	22065	83	38	0
2022-05-09	21982	32	38	0
2022-05-07	21950	46	38	0
2022-05-06	21904	45	38	0
2022-05-05	21859	67	38	0
2022-05-04	21792	59	38	0
2022-05-03	21733	104	38	0
2022-05-02	21629	41	38	0
2022-05-01	21588	1	38	0
2022-04-30	21587	61	38	0
2022-04-29	21526	61	38	0
2022-04-28	21465	90	38	0
2022-04-27	21375	87	38	0
2022-04-26	21288	104	38	0
2022-04-25	21184	51	38	0
2022-04-24	21133	14	38	0
2022-04-23	21119	13	38	1
2022-04-22	21106	125	37	0
2022-04-21	20981	121	37	0
2022-04-20	20860	139	37	0
2022-04-19	20721	97	37	0
2022-04-18	20624	18	37	0
2022-04-17	20606	4	37	0
2022-04-16	20602	114	37	0
2022-04-14	20488	157	37	0
2022-04-13	20331	105	37	0
2022-04-12	20226	134	37	0
2022-04-11	20092	79	37	0
2022-04-10	20013	23	37	0
2022-04-09	19990	92	37	0
2022-04-08	19898	68	37	0
2022-04-07	19830	121	37	0
2022-04-06	19709	155	37	0
2022-04-05	19554	220	37	0
2022-04-04	19334	143	37	0
2022-04-03	19191	17	37	0
2022-04-02	19174	156	37	0
2022-04-01	19018	160	37	1
2022-03-31	18858	258	36	0
2022-03-30	18600	302	36	0
2022-03-29	18298	376	36	0
2022-03-28	17922	155	36	0
2022-03-27	17767	110	36	0
2022-03-26	17657	125	36	0
2022-03-25	17532	150	36	0
2022-03-24	17382	269	36	0
2022-03-23	17113	361	36	0
2022-03-22	16752	294	36	0
2022-03-21	16458	173	36	0
2022-03-20	16285	120	36	0
2022-03-19	16165	197	36	0
2022-03-18	15968	188	36	0
2022-03-17	15780	334	36	0
2022-03-16	15446	423	36	0
2022-03-15	15023	368	36	0
2022-03-14	14655	164	36	0
2022-03-13	14491	221	36	0
2022-03-12	14270	178	36	0
2022-03-11	14092	156	36	0
2022-03-10	13936	323	36	0
2022-03-09	13613	283	36	0
2022-03-08	13330	401	36	0
2022-03-07	12929	435	36	0
2022-03-06	12494	13	36	0
2022-03-05	12481	265	36	0
2022-03-04	12216	271	36	0
2022-03-03	11945	357	36	0
2022-03-02	11588	296	36	0
2022-03-01	11292	186	36	0
2022-02-28	11106	56	36	0
2022-02-27	11050	64	36	0
2022-02-26	10986	66	36	0
2022-02-25	10920	238	36	1
2022-02-24	10682	197	35	1
2022-02-23	10485	165	34	0
2022-02-22	10320	170	34	0
2022-02-21	10150	106	34	0
2022-02-20	10044	188	34	0
2022-02-19	9856	85	34	0
2022-02-18	9771	131	34	0
2022-02-17	9640	227	34	0
2022-02-16	9413	211	34	0
2022-02-15	9202	196	34	0
2022-02-14	9006	100	34	0
2022-02-13	8906	91	34	0
2022-02-12	8815	139	34	0
2022-02-11	8676	164	34	0
2022-02-10	8512	169	34	0
2022-02-09	8343	157	34	0
2022-02-08	8186	182	34	0
2022-02-07	8004	157	34	0
2022-02-06	7847	160	34	0
2022-02-05	7687	105	34	0
2022-02-04	7582	91	34	0
2022-02-03	7491	162	34	0
2022-02-02	7329	233	34	0
2022-02-01	7096	211	34	0
2022-01-31	6885	86	34	0
2022-01-30	6799	220	34	0
2022-01-28	6579	208	34	0
2022-01-27	6371	166	34	0
2022-01-26	6205	158	34	0
2022-01-25	6047	220	34	0
2022-01-24	5827	108	34	0
2022-01-23	5719	173	34	0
2022-01-22	5546	136	34	0
2022-01-21	5410	184	34	0
2022-01-20	5226	170	34	0
2022-01-19	5056	116	34	0
2022-01-18	4940	147	34	0
2022-01-17	4793	67	34	0
2022-01-16	4726	43	34	0
2022-01-15	4683	57	34	0
2022-01-14	4626	116	34	0
2022-01-13	4510	80	34	0
2022-01-12	4430	64	34	0
2022-01-11	4366	63	34	0
2022-01-10	4303	65	34	0
2022-01-09	4238	13	34	0
2022-01-08	4225	14	34	0
2022-01-07	4211	54	34	0
2022-01-06	4157	75	34	0
2022-01-05	4082	42	34	0
2022-01-04	4040	27	34	0
2022-01-03	4013	52	34	0
2022-01-02	3961	21	34	0
2022-01-01	3940	21	34	0
2021-12-31	3919	6	34	0
2021-12-30	3913	41	34	0
2021-12-29	3872	36	34	0
2021-12-28	3836	15	34	0
2021-12-27	3821	19	34	0
2021-12-25	3802	22	34	1
2021-12-23	3780	32	33	0
2021-12-22	3748	15	33	1
2021-12-21	3733	23	32	1
2021-12-20	3710	43	31	0
2021-12-19	3667	4	31	0
2021-12-18	3663	16	31	0
2021-12-17	3647	36	31	0
2021-12-16	3611	41	31	0
2021-12-15	3570	23	31	1
2021-12-14	3547	34	30	1
2021-12-13	3513	7	29	0
2021-12-12	3506	6	29	0
2021-12-11	3500	26	29	0
2021-12-10	3474	15	29	0
2021-12-09	3459	25	29	0
2021-12-08	3434	19	29	0
2021-12-07	3415	18	29	0
2021-12-06	3397	13	29	0
2021-12-05	3384	7	29	0
2021-12-04	3377	27	29	1
2021-12-03	3350	22	28	0
2021-12-02	3328	37	28	0
2021-12-01	3291	27	28	0
2021-11-30	3264	46	28	0
2021-11-29	3218	11	28	0
2021-11-28	3207	6	28	0
2021-11-27	3201	18	28	1
2021-11-26	3183	48	27	1
2021-11-25	3135	38	26	1
2021-11-24	3097	38	25	0
2021-11-23	3059	71	25	0
2021-11-22	2988	5	25	0
2021-11-21	2983	9	25	0
2021-11-20	2974	64	25	0
2021-11-19	2910	22	25	1
2021-11-18	2888	42	24	0
2021-11-17	2846	33	24	0
2021-11-16	2813	37	24	1
2021-11-15	2776	21	23	1
2021-11-14	2755	6	22	0
2021-11-13	2749	25	22	0
2021-11-12	2724	10	22	0
2021-11-11	2714	21	22	0
2021-11-10	2693	26	22	0
2021-11-09	2667	14	22	0
2021-11-08	2653	19	22	0
2021-11-07	2634	4	22	0
2021-11-06	2630	9	22	0
2021-11-05	2621	15	22	0
2021-11-04	2606	36	22	1
2021-11-03	2570	13	21	0
2021-11-02	2557	3	21	0
2021-11-01	2554	12	21	0
2021-10-31	2542	1	21	0
2021-10-30	2541	17	21	0
2021-10-29	2524	10	21	0
2021-10-28	2514	13	21	0
2021-10-27	2501	14	21	0
2021-10-26	2487	9	21	0
2021-10-25	2478	7	21	0
2021-10-23	2471	10	21	0
2021-10-22	2461	4	21	0
2021-10-21	2457	4	21	0
2021-10-20	2453	5	21	0
2021-10-19	2448	8	21	0
2021-10-18	2440	9	21	0
2021-10-17	2431	3	21	0
2021-10-16	2428	12	21	1
2021-10-15	2416	14	20	0
2021-10-14	2402	17	20	0
2021-10-13	2385	7	20	0
2021-10-12	2378	8	20	0
2021-10-11	2370	15	20	0
2021-10-10	2355	3	20	0
2021-10-09	2352	18	20	0
2021-10-08	2334	2	20	0
2021-10-07	2332	9	20	0
2021-10-06	2323	11	20	0
2021-10-05	2312	17	20	0
2021-10-04	2295	14	20	0
2021-10-03	2281	1	20	0
2021-10-02	2280	12	20	0
2021-10-01	2268	4	20	0
2021-09-30	2264	11	20	0
2021-09-29	2253	2	20	0
2021-09-28	2251	6	20	0
2021-09-27	2245	8	20	0
2021-09-26	2237	1	20	0
2021-09-25	2236	16	20	1
2021-09-24	2220	3	19	0
2021-09-23	2217	6	19	0
2021-09-22	2211	10	19	0
2021-09-21	2201	2	19	0
2021-09-20	2199	12	19	0
2021-09-18	2187	6	19	0
2021-09-17	2181	4	19	0
2021-09-16	2177	6	19	0
2021-09-15	2171	6	19	0
2021-09-14	2165	3	19	0
2021-09-13	2162	14	19	0
2021-09-11	2148	4	19	0
2021-09-10	2144	4	19	0
2021-09-09	2140	5	19	0
2021-09-08	2135	6	19	0
2021-09-07	2129	13	19	0
2021-09-06	2116	12	19	0
2021-09-05	2104	1	19	0
2021-09-04	2103	11	19	0
2021-09-03	2092	17	19	0
2021-09-02	2075	8	19	0
2021-09-01	2067	14	19	0
2021-08-31	2053	13	19	0
2021-08-30	2040	14	19	0
2021-08-28	2026	6	19	1
2021-08-27	2020	8	18	0
2021-08-26	2012	4	18	0
2021-08-25	2008	3	18	0
2021-08-24	2005	14	18	0
2021-08-23	1991	21	18	0
2021-08-22	1970	3	18	0
2021-08-21	1967	8	18	0
2021-08-20	1959	10	18	0
2021-08-19	1949	15	18	0
2021-08-18	1934	7	18	0
2021-08-17	1927	5	18	0
2021-08-16	1922	5	18	0
2021-08-15	1917	1	18	0
2021-08-14	1916	6	18	0
2021-08-12	1910	5	18	0
2021-08-11	1905	1	18	0
2021-08-09	1904	1	18	0
2021-08-07	1903	2	18	0
2021-08-06	1901	6	18	0
2021-08-05	1895	3	18	0
2021-08-04	1892	2	18	0
2021-08-03	1890	2	18	0
2021-08-02	1888	1	18	0
2021-08-01	1887	3	18	0
2021-07-31	1884	1	18	0
2021-07-30	1883	8	18	0
2021-07-29	1875	4	18	0
2021-07-28	1871	5	18	0
2021-07-27	1866	3	18	0
2021-07-26	1863	5	18	0
2021-07-23	1858	3	18	0
2021-07-22	1855	10	18	0
2021-07-21	1845	1	18	0
2021-07-20	1844	7	18	0
2021-07-19	1837	2	18	0
2021-07-18	1835	2	18	0
2021-07-17	1833	2	18	0
2021-07-15	1831	5	18	0
2021-07-14	1826	2	18	0
2021-07-13	1824	1	18	0
2021-07-12	1823	4	18	0
2021-07-09	1819	1	18	0
2021-07-08	1818	1	18	0
2021-07-07	1817	1	18	0
2021-07-06	1816	5	18	0
2021-07-05	1811	1	18	0
2021-07-03	1810	3	18	0
2021-06-28	1807	2	18	0
2021-06-26	1805	2	18	0
2021-06-23	1803	1	18	0
2021-06-18	1802	1	18	0
2021-06-17	1801	2	18	0
2021-06-09	1799	1	18	0
2021-06-07	1798	1	18	0
2021-06-03	1797	2	18	0
2021-05-31	1795	1	18	0
2021-05-29	1794	7	18	0
2021-05-28	1787	1	18	0
2021-05-26	1786	2	18	0
2021-05-13	1784	10	18	0
2021-05-08	1774	1	18	0
2021-05-05	1773	1	18	0
2021-05-04	1772	1	18	0
2021-05-02	1771	1	18	0
2021-05-01	1770	1	18	0
2021-04-27	1769	2	18	0
2021-04-26	1767	1	18	0
2021-04-24	1766	1	18	0
2021-04-22	1765	2	18	0
2021-04-19	1763	1	18	0
2021-04-17	1762	1	18	0
2021-04-12	1761	2	18	0
2021-04-11	1759	6	18	0
2021-04-10	1753	7	18	0
2021-04-09	1746	4	18	0
2021-04-05	1742	1	18	0
2021-04-01	1741	3	18	0
2021-03-31	1738	10	18	0
2021-03-30	1728	27	18	0
2021-03-29	1701	8	18	0
2021-03-28	1693	2	18	0
2021-03-27	1691	25	18	0
2021-03-26	1666	9	18	0
2021-03-25	1657	19	18	0
2021-03-24	1638	4	18	0
2021-03-19	1634	23	18	1
2021-03-18	1611	11	17	0
2021-03-17	1600	8	17	0
2021-03-16	1592	7	17	0
2021-03-15	1585	3	17	0
2021-03-14	1582	4	17	0
2021-03-13	1578	21	17	0
2021-03-12	1557	10	17	0
2021-03-11	1547	4	17	0
2021-03-10	1543	14	17	0
2021-03-09	1529	5	17	0
2021-03-08	1524	6	17	0
2021-03-07	1518	1	17	0
2021-03-06	1517	8	17	0
2021-03-05	1509	1	17	0
2021-03-04	1508	4	17	0
2021-03-03	1504	4	17	0
2021-03-02	1500	5	17	0
2021-03-01	1495	7	17	0
2021-02-27	1488	1	17	0
2021-02-26	1487	3	17	0
2021-02-12	1484	17	17	0
2021-02-11	1467	20	17	0
2021-02-10	1447	12	17	0
2021-02-09	1435	9	17	0
2021-02-08	1426	9	17	0
2021-02-06	1417	1	17	0
2021-02-05	1416	7	17	0
2021-02-04	1409	2	17	0
2021-02-03	1407	3	17	0
2021-02-02	1404	3	17	0
2021-02-01	1401	2	17	0
2021-01-31	1399	6	17	0
2021-01-30	1393	3	17	0
2021-01-29	1390	8	17	0
2021-01-28	1382	9	17	0
2021-01-27	1373	6	17	0
2021-01-26	1367	7	17	0
2021-01-25	1360	9	17	0
2021-01-24	1351	8	17	0
2021-01-23	1343	4	17	0
2021-01-22	1339	8	17	0
2021-01-21	1331	9	17	0
2021-01-20	1322	4	17	0
2021-01-19	1318	7	17	0
2021-01-18	1311	7	17	0
2021-01-16	1304	1	17	0
2021-01-15	1303	17	17	0
2021-01-14	1286	9	17	0
2021-01-13	1277	11	17	0
2021-01-12	1266	5	17	0
2021-01-11	1261	13	17	0
2021-01-10	1248	2	17	0
2021-01-09	1246	10	17	0
2021-01-08	1236	6	17	0
2021-01-07	1230	18	17	0
2021-01-06	1212	7	17	0
2021-01-05	1205	32	17	0
2021-01-04	1173	17	17	1
2021-01-02	1156	4	16	1
2021-01-01	1152	3	15	1
2020-12-29	1149	2	14	0
2020-12-26	1147	4	14	0
2020-12-22	1143	1	14	0
2020-12-19	1142	12	14	1
2020-12-11	1130	1	13	0
2020-12-09	1129	3	13	0
2020-12-08	1126	1	13	0
2020-12-04	1125	1	13	0
2020-12-03	1124	1	13	0
2020-12-02	1123	1	13	0
2020-12-01	1122	35	13	0
2020-11-30	1087	57	13	3
2020-11-29	1030	5	10	0
2020-11-28	1025	15	10	0
2020-11-27	1010	10	10	0
2020-11-26	1000	11	10	0
2020-11-25	989	11	10	1
2020-11-24	978	24	9	0
2020-11-23	954	7	9	0
2020-11-22	947	2	9	0
2020-11-21	945	16	9	0
2020-11-20	929	32	9	1
2020-11-19	897	15	8	0
2020-11-18	882	14	8	1
2020-11-17	868	15	7	0
2020-11-16	853	25	7	0
2020-11-15	828	8	7	0
2020-11-14	820	5	7	0
2020-11-13	815	24	7	0
2020-11-12	791	9	7	0
2020-11-11	782	16	7	0
2020-11-10	766	21	7	0
2020-11-09	745	8	7	0
2020-11-08	737	7	7	1
2020-11-07	730	12	6	0
2020-11-06	718	19	6	0
2020-11-05	699	4	6	0
2020-11-04	695	1	6	0
2020-11-03	694	29	6	0
2020-11-02	665	11	6	0
2020-11-01	654	20	6	0
2020-10-31	634	12	6	0
2020-10-30	622	11	6	0
2020-10-29	611	14	6	0
2020-10-28	597	6	6	0
2020-10-27	591	23	6	0
2020-10-26	568	21	6	0
2020-10-25	547	32	6	0
2020-10-24	515	14	6	0
2020-10-23	501	8	6	0
2020-10-22	493	21	6	0
2020-10-19	472	1	6	0
2020-10-18	471	1	6	0
2020-10-16	470	17	6	0
2020-10-15	453	11	6	0
2020-10-14	442	14	6	0
2020-10-13	428	10	6	0
2020-10-12	418	24	6	0
2020-10-11	394	20	6	0
2020-10-10	374	24	6	0
2020-10-09	350	9	6	0
2020-10-08	341	25	6	0
2020-10-07	316	1	6	0
2020-10-05	315	5	6	0
2020-10-03	310	2	6	0
2020-10-02	308	3	6	0
2020-10-01	305	3	6	0
2020-09-30	302	1	6	0
2020-09-28	301	1	6	0
2020-09-27	300	1	6	0
2020-09-25	299	1	6	0
2020-09-24	298	4	6	0
2020-09-18	294	1	6	0
2020-09-11	293	3	6	0
2020-09-09	290	4	6	0
2020-09-06	286	1	6	0
2020-09-05	285	1	6	1
2020-09-03	284	2	5	0
2020-09-01	282	1	5	0
2020-08-31	281	3	5	0
2020-08-27	278	1	5	0
2020-08-26	277	1	5	0
2020-08-25	276	1	5	0
2020-08-20	275	4	5	0
2020-08-17	271	1	5	0
2020-08-16	270	1	5	0
2020-08-15	269	1	5	0
2020-08-14	268	1	5	0
2020-08-10	267	3	5	0
2020-08-08	264	4	5	0
2020-08-07	260	3	5	0
2020-08-06	257	1	5	0
2020-08-05	256	2	5	0
2020-08-04	254	1	5	0
2020-08-03	253	7	5	0
2020-07-30	246	7	5	0
2020-07-29	239	2	5	0
2020-07-27	237	7	5	0
2020-07-25	230	1	5	0
2020-07-24	229	2	5	0
2020-07-23	227	2	5	0
2020-07-22	225	1	5	0
2020-07-20	224	5	5	0
2020-07-19	219	9	5	0
2020-07-16	210	9	5	0
2020-07-14	201	1	5	0
2020-07-12	200	4	5	0
2020-07-11	196	1	5	0
2020-06-26	195	2	5	0
2020-06-23	193	8	5	0
2020-06-22	185	1	5	0
2020-06-19	184	1	5	0
2020-06-18	183	1	5	0
2020-06-16	182	1	5	0
2020-05-20	181	1	5	0
2020-05-14	180	1	5	0
2020-05-13	179	1	5	0
2020-05-12	178	2	5	0
2020-05-11	176	1	5	0
2020-05-09	175	1	5	0
2020-05-06	174	2	5	0
2020-05-04	172	1	5	0
2020-05-01	171	2	5	0
2020-04-30	169	2	5	0
2020-04-29	167	1	5	1
2020-04-28	166	1	4	0
2020-04-26	165	2	4	0
2020-04-25	163	1	4	0
2020-04-24	162	3	4	0
2020-04-23	159	1	4	0
2020-04-22	158	1	4	0
2020-04-21	157	2	4	0
2020-04-20	155	1	4	0
2020-04-19	154	3	4	0
2020-04-18	151	3	4	0
2020-04-17	148	2	4	0
2020-04-16	146	3	4	0
2020-04-15	143	2	4	0
2020-04-14	141	4	4	0
2020-04-13	137	3	4	0
2020-04-12	134	1	4	0
2020-04-11	133	3	4	0
2020-04-09	130	3	4	0
2020-04-08	127	1	4	0
2020-04-07	126	2	4	0
2020-04-06	124	5	4	0
2020-04-05	119	3	4	0
2020-04-04	116	1	4	0
2020-04-03	115	3	4	1
2020-04-02	112	2	3	0
2020-04-01	110	16	3	0
2020-03-30	94	5	3	0
2020-03-29	89	1	3	1
2020-03-28	88	12	2	1
2020-03-27	76	4	1	0
2020-03-26	72	16	1	1
2020-03-25	56	2	0	0
2020-03-24	54	9	0	0
2020-03-23	45	2	0	0
2020-03-22	43	2	0	0
2020-03-21	41	5	0	0
2020-03-20	36	7	0	0
2020-03-19	29	2	0	0
2020-03-18	27	7	0	0
2020-03-17	20	2	0	0
2020-03-16	18	4	0	0
2020-03-15	14	3	0	0
2020-03-14	11	6	0	0
2020-03-13	5	2	0	0
2020-03-12	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: 0:04:38.143159