Germany: SK Leverkusen (Nordrhein-Westfalen)

• 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 14:32:51 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Leverkusen")
print(f'Population of country="Germany", subregion="SK Leverkusen": {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 Leverkusen": 163851 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	77649	22	204	0
2023-03-03	77627	42	204	0
2023-03-02	77585	30	204	0
2023-03-01	77555	94	204	0
2023-02-28	77461	171	204	0
2023-02-27	77290	145	204	0
2023-02-24	77145	151	204	0
2023-02-23	76994	94	204	0
2023-02-22	76900	84	204	0
2023-02-21	76816	137	204	0
2023-02-17	76679	56	204	0
2023-02-16	76623	65	204	0
2023-02-15	76558	90	204	0
2023-02-14	76468	117	204	0
2023-02-13	76351	114	204	0
2023-02-11	76237	1	204	0
2023-02-10	76236	67	204	0
2023-02-09	76169	56	204	0
2023-02-08	76113	57	204	0
2023-02-07	76056	115	204	0
2023-02-06	75941	86	204	0
2023-02-03	75855	46	204	0
2023-02-02	75809	60	204	0
2023-02-01	75749	72	204	0
2023-01-31	75677	74	204	0
2023-01-30	75603	102	204	0
2023-01-27	75501	60	204	0
2023-01-26	75441	47	204	0
2023-01-25	75394	66	204	0
2023-01-24	75328	73	204	0
2023-01-23	75255	84	204	0
2023-01-20	75171	34	204	0
2023-01-19	75137	61	204	0
2023-01-18	75076	52	204	0
2023-01-17	75024	69	204	0
2023-01-16	74955	89	204	0
2023-01-13	74866	35	204	0
2023-01-12	74831	50	204	0
2023-01-11	74781	37	204	0
2023-01-10	74744	96	204	0
2023-01-09	74648	98	204	0
2023-01-06	74550	43	204	1
2023-01-05	74507	62	203	0
2023-01-04	74445	103	203	0
2023-01-03	74342	94	203	0
2023-01-02	74248	137	203	0
2022-12-30	74111	82	203	0
2022-12-29	74029	110	203	0
2022-12-28	73919	132	203	0
2022-12-27	73787	219	203	0
2022-12-23	73568	128	203	0
2022-12-22	73440	143	203	0
2022-12-21	73297	129	203	1
2022-12-20	73168	128	202	0
2022-12-19	73040	189	202	0
2022-12-16	72851	67	202	0
2022-12-15	72784	176	202	0
2022-12-14	72608	107	202	1
2022-12-13	72501	113	201	0
2022-12-12	72388	71	201	0
2022-12-09	72317	77	201	0
2022-12-08	72240	73	201	0
2022-12-07	72167	44	201	0
2022-12-06	72123	75	201	0
2022-12-05	72048	84	201	0
2022-12-02	71964	65	201	0
2022-12-01	71899	64	201	0
2022-11-30	71835	76	201	0
2022-11-29	71759	66	201	0
2022-11-28	71693	84	201	0
2022-11-25	71609	496	201	0
2022-11-24	71113	124	201	0
2022-11-23	70989	13	201	0
2022-11-22	70976	23	201	0
2022-11-21	70953	14	201	0
2022-11-18	70939	19	201	0
2022-11-17	70920	18	201	0
2022-11-16	70902	155	201	0
2022-11-15	70747	131	201	0
2022-11-14	70616	125	201	0
2022-11-11	70491	77	201	0
2022-11-10	70414	112	201	0
2022-11-09	70302	102	201	0
2022-11-08	70200	104	201	0
2022-11-07	70096	160	201	0
2022-11-04	69936	92	201	0
2022-11-03	69844	159	201	2
2022-11-02	69685	418	199	0
2022-10-28	69267	103	199	0
2022-10-27	69164	149	199	0
2022-10-26	69015	258	199	0
2022-10-25	68757	117	199	0
2022-10-24	68640	235	199	0
2022-10-21	68405	131	199	1
2022-10-20	68274	304	198	0
2022-10-19	67970	181	198	0
2022-10-18	67789	287	198	0
2022-10-17	67502	288	198	1
2022-10-14	67214	199	197	0
2022-10-13	67015	200	197	1
2022-10-12	66815	311	196	2
2022-10-11	66504	216	194	1
2022-10-10	66288	295	193	0
2022-10-07	65993	176	193	0
2022-10-06	65817	273	193	0
2022-10-05	65544	245	193	0
2022-10-04	65299	223	193	1
2022-09-30	65076	134	192	0
2022-09-29	64942	136	192	0
2022-09-28	64806	138	192	0
2022-09-27	64668	164	192	0
2022-09-26	64504	116	192	0
2022-09-23	64388	100	192	0
2022-09-22	64288	87	192	1
2022-09-21	64201	79	191	0
2022-09-20	64122	144	191	0
2022-09-19	63978	97	191	0
2022-09-16	63881	56	191	0
2022-09-15	63825	72	191	0
2022-09-14	63753	74	191	1
2022-09-13	63679	88	190	0
2022-09-12	63591	98	190	0
2022-09-09	63493	71	190	0
2022-09-08	63422	76	190	0
2022-09-07	63346	117	190	0
2022-09-06	63229	158	190	0
2022-09-05	63071	90	190	0
2022-09-02	62981	99	190	0
2022-09-01	62882	96	190	0
2022-08-31	62786	129	190	1
2022-08-30	62657	177	189	0
2022-08-29	62480	149	189	0
2022-08-26	62331	117	189	0
2022-08-25	62214	93	189	0
2022-08-24	62121	163	189	0
2022-08-23	61958	170	189	0
2022-08-22	61788	157	189	0
2022-08-19	61631	128	189	0
2022-08-18	61503	133	189	0
2022-08-17	61370	184	189	0
2022-08-16	61186	217	189	1
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2022-08-12	60841	115	188	0
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2022-08-05	60046	130	188	0
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2022-08-03	59801	179	188	0
2022-08-02	59622	192	188	0
2022-08-01	59430	148	188	0
2022-07-29	59282	113	188	0
2022-07-28	59169	152	188	0
2022-07-27	59017	201	188	1
2022-07-26	58816	157	187	0
2022-07-25	58659	190	187	1
2022-07-22	58469	172	186	1
2022-07-21	58297	178	185	0
2022-07-20	58119	205	185	0
2022-07-19	57914	236	185	0
2022-07-18	57678	48	185	0
2022-07-17	57630	82	185	1
2022-07-16	57548	163	184	0
2022-07-15	57385	173	184	0
2022-07-14	57212	234	184	0
2022-07-13	56978	235	184	0
2022-07-12	56743	387	184	0
2022-07-11	56356	34	184	1
2022-07-10	56322	29	183	1
2022-07-09	56293	217	182	0
2022-07-08	56076	210	182	2
2022-07-07	55866	333	180	1
2022-07-06	55533	404	179	0
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2022-07-04	54885	101	179	0
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2022-07-01	54529	281	179	0
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2022-06-28	53535	330	179	1
2022-06-26	53205	71	178	0
2022-06-25	53134	341	178	0
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2021-09-29	10090	19	112	0
2021-09-28	10071	26	112	0
2021-09-27	10045	9	112	0
2021-09-26	10036	13	112	0
2021-09-25	10023	16	112	0
2021-09-24	10007	19	112	0
2021-09-23	9988	23	112	0
2021-09-22	9965	17	112	0
2021-09-21	9948	19	112	0
2021-09-20	9929	26	112	0
2021-09-19	9903	20	112	0
2021-09-18	9883	29	112	0
2021-09-17	9854	42	112	1
2021-09-16	9812	34	111	0
2021-09-15	9778	41	111	0
2021-09-14	9737	48	111	1
2021-09-13	9689	10	110	1
2021-09-12	9679	21	109	0
2021-09-11	9658	34	109	0
2021-09-10	9624	58	109	0
2021-09-09	9566	32	109	0
2021-09-08	9534	55	109	0
2021-09-07	9479	52	109	0
2021-09-06	9427	21	109	0
2021-09-05	9406	25	109	0
2021-09-04	9381	56	109	0
2021-09-03	9325	70	109	0
2021-09-02	9255	72	109	0
2021-09-01	9183	107	109	0
2021-08-31	9076	44	109	0
2021-08-30	9032	21	109	0
2021-08-29	9011	28	109	0
2021-08-28	8983	37	109	0
2021-08-27	8946	59	109	0
2021-08-26	8887	86	109	0
2021-08-25	8801	38	109	1
2021-08-24	8763	85	108	0
2021-08-23	8678	22	108	1
2021-08-22	8656	39	107	0
2021-08-21	8617	53	107	0
2021-08-20	8564	49	107	1
2021-08-19	8515	68	106	0
2021-08-18	8447	64	106	3
2021-08-17	8383	43	103	0
2021-08-16	8340	25	103	1
2021-08-15	8315	12	102	0
2021-08-14	8303	13	102	0
2021-08-13	8290	28	102	0
2021-08-12	8262	27	102	0
2021-08-11	8235	11	102	0
2021-08-10	8224	14	102	0
2021-08-09	8210	19	102	0
2021-08-08	8191	10	102	0
2021-08-07	8181	10	102	0
2021-08-06	8171	11	102	0
2021-08-05	8160	33	102	0
2021-08-04	8127	6	102	0
2021-08-03	8121	10	102	0
2021-08-02	8111	8	102	0
2021-08-01	8103	2	102	0
2021-07-31	8101	9	102	0
2021-07-30	8092	5	102	0
2021-07-29	8087	8	102	0
2021-07-28	8079	14	102	0
2021-07-27	8065	8	102	0
2021-07-26	8057	1	102	0
2021-07-25	8056	4	102	0
2021-07-24	8052	8	102	0
2021-07-23	8044	7	102	0
2021-07-22	8037	5	102	0
2021-07-21	8032	9	102	0
2021-07-20	8023	4	102	0
2021-07-19	8019	3	102	0
2021-07-18	8016	2	102	0
2021-07-17	8014	2	102	0
2021-07-16	8012	3	102	0
2021-07-15	8009	5	102	0
2021-07-14	8004	11	102	0
2021-07-13	7993	3	102	0
2021-07-12	7990	2	102	0
2021-07-10	7988	4	102	0
2021-07-08	7984	1	102	0
2021-07-05	7983	5	102	0
2021-07-02	7978	2	102	0
2021-07-01	7976	2	102	0
2021-06-26	7974	2	102	0
2021-06-25	7972	1	102	0
2021-06-23	7971	7	102	0
2021-06-22	7964	1	102	0
2021-06-21	7963	2	102	0
2021-06-20	7961	3	102	0
2021-06-19	7958	1	102	0
2021-06-18	7957	1	102	0
2021-06-17	7956	3	102	0
2021-06-16	7953	2	102	0
2021-06-15	7951	1	102	0
2021-06-14	7950	4	102	0
2021-06-13	7946	1	102	0
2021-06-12	7945	2	102	0
2021-06-11	7943	4	102	0
2021-06-10	7939	11	102	0
2021-06-09	7928	10	102	0
2021-06-08	7918	12	102	0
2021-06-07	7906	6	102	0
2021-06-06	7900	2	102	0
2021-06-05	7898	5	102	0
2021-06-04	7893	12	102	0
2021-06-03	7881	5	102	0
2021-06-02	7876	21	102	0
2021-06-01	7855	19	102	1
2021-05-31	7836	4	101	1
2021-05-30	7832	9	100	0
2021-05-29	7823	6	100	0
2021-05-28	7817	11	100	0
2021-05-27	7806	14	100	0
2021-05-26	7792	18	100	1
2021-05-25	7774	15	99	0
2021-05-24	7759	2	99	0
2021-05-23	7757	7	99	0
2021-05-22	7750	7	99	0
2021-05-21	7743	24	99	0
2021-05-20	7719	30	99	0
2021-05-19	7689	31	99	0
2021-05-18	7658	27	99	0
2021-05-17	7631	29	99	0
2021-05-16	7602	10	99	0
2021-05-15	7592	34	99	0
2021-05-14	7558	35	99	0
2021-05-13	7523	36	99	0
2021-05-12	7487	39	99	0
2021-05-11	7448	37	99	0
2021-05-10	7411	43	99	1
2021-05-09	7368	51	98	0
2021-05-08	7317	49	98	0
2021-05-07	7268	54	98	0
2021-05-06	7214	63	98	0
2021-05-05	7151	70	98	1
2021-05-04	7081	70	97	0
2021-05-03	7011	61	97	0
2021-05-02	6950	25	97	0
2021-05-01	6925	81	97	2
2021-04-30	6844	46	95	0
2021-04-29	6798	37	95	0
2021-04-28	6761	53	95	1
2021-04-27	6708	25	94	0
2021-04-26	6683	73	94	0
2021-04-25	6610	71	94	0
2021-04-24	6539	69	94	1
2021-04-23	6470	63	93	0
2021-04-22	6407	72	93	0
2021-04-21	6335	42	93	2
2021-04-20	6293	43	91	1
2021-04-19	6250	55	90	0
2021-04-18	6195	80	90	0
2021-04-17	6115	69	90	0
2021-04-16	6046	60	90	2
2021-04-15	5986	62	88	1
2021-04-14	5924	53	87	0
2021-04-13	5871	34	87	0
2021-04-12	5837	53	87	1
2021-04-11	5784	38	86	0
2021-04-10	5746	35	86	0
2021-04-09	5711	38	86	0
2021-04-08	5673	23	86	0
2021-04-07	5650	20	86	1
2021-04-06	5630	23	85	0
2021-04-05	5607	10	85	0
2021-04-04	5597	23	85	1
2021-04-03	5574	31	84	0
2021-04-02	5543	36	84	0
2021-04-01	5507	31	84	0
2021-03-31	5476	22	84	0
2021-03-30	5454	34	84	0
2021-03-29	5420	23	84	0
2021-03-28	5397	35	84	0
2021-03-27	5362	31	84	1
2021-03-26	5331	32	83	1
2021-03-25	5299	21	82	0
2021-03-24	5278	32	82	2
2021-03-23	5246	18	80	0
2021-03-22	5228	9	80	0
2021-03-21	5219	25	80	0
2021-03-20	5194	38	80	0
2021-03-19	5156	32	80	0
2021-03-18	5124	23	80	1
2021-03-17	5101	32	79	1
2021-03-16	5069	16	78	0
2021-03-15	5053	4	78	0
2021-03-14	5049	27	78	0
2021-03-13	5022	29	78	1
2021-03-12	4993	18	77	0
2021-03-11	4975	18	77	0
2021-03-10	4957	20	77	0
2021-03-09	4937	15	77	0
2021-03-08	4922	6	77	0
2021-03-07	4916	12	77	0
2021-03-06	4904	24	77	0
2021-03-05	4880	15	77	0
2021-03-04	4865	16	77	0
2021-03-03	4849	10	77	0
2021-03-02	4839	9	77	0
2021-03-01	4830	7	77	0
2021-02-28	4823	10	77	0
2021-02-27	4813	22	77	1
2021-02-26	4791	23	76	1
2021-02-25	4768	19	75	0
2021-02-24	4749	20	75	0
2021-02-23	4729	11	75	0
2021-02-22	4718	9	75	0
2021-02-21	4709	13	75	0
2021-02-20	4696	22	75	0
2021-02-19	4674	19	75	0
2021-02-18	4655	27	75	0
2021-02-17	4628	14	75	0
2021-02-16	4614	8	75	0
2021-02-15	4606	13	75	0
2021-02-14	4593	18	75	1
2021-02-13	4575	12	74	0
2021-02-12	4563	19	74	1
2021-02-11	4544	18	73	0
2021-02-10	4526	26	73	0
2021-02-09	4500	16	73	0
2021-02-08	4484	12	73	1
2021-02-07	4472	12	72	0
2021-02-06	4460	15	72	0
2021-02-05	4445	16	72	0
2021-02-04	4429	31	72	0
2021-02-03	4398	20	72	1
2021-02-02	4378	15	71	0
2021-02-01	4363	13	71	0
2021-01-31	4350	27	71	0
2021-01-30	4323	11	71	0
2021-01-29	4312	17	71	0
2021-01-28	4295	28	71	2
2021-01-27	4267	38	69	1
2021-01-26	4229	24	68	1
2021-01-25	4205	18	67	0
2021-01-24	4187	11	67	0
2021-01-23	4176	32	67	1
2021-01-22	4144	32	66	1
2021-01-21	4112	32	65	0
2021-01-20	4080	36	65	3
2021-01-19	4044	32	62	2
2021-01-18	4012	21	60	1
2021-01-17	3991	16	59	0
2021-01-16	3975	25	59	1
2021-01-15	3950	18	58	0
2021-01-14	3932	44	58	7
2021-01-13	3888	44	51	1
2021-01-12	3844	35	50	3
2021-01-11	3809	25	47	0
2021-01-10	3784	9	47	1
2021-01-09	3775	26	46	0
2021-01-08	3749	36	46	0
2021-01-07	3713	51	46	2
2021-01-06	3662	50	44	1
2021-01-05	3612	34	43	1
2021-01-04	3578	32	42	0
2021-01-03	3546	26	42	2
2021-01-02	3520	10	40	0
2021-01-01	3510	22	40	0
2020-12-31	3488	21	40	1
2020-12-30	3467	25	39	0
2020-12-29	3442	32	39	0
2020-12-28	3410	31	39	1
2020-12-27	3379	6	38	1
2020-12-26	3373	25	37	0
2020-12-25	3348	25	37	1
2020-12-24	3323	15	36	1
2020-12-23	3308	42	35	1
2020-12-22	3266	16	34	0
2020-12-21	3250	40	34	0
2020-12-20	3210	55	34	0
2020-12-19	3155	43	34	2
2020-12-18	3112	48	32	0
2020-12-17	3064	40	32	0
2020-12-16	3024	48	32	0
2020-12-15	2976	31	32	2
2020-12-14	2945	47	30	0
2020-12-13	2898	38	30	0
2020-12-12	2860	28	30	0
2020-12-11	2832	42	30	0
2020-12-10	2790	40	30	2
2020-12-09	2750	51	28	1
2020-12-08	2699	49	27	0
2020-12-07	2650	45	27	0
2020-12-06	2605	28	27	0
2020-12-05	2577	42	27	0
2020-12-04	2535	43	27	1
2020-12-03	2492	38	26	2
2020-12-02	2454	51	24	0
2020-12-01	2403	30	24	0
2020-11-30	2373	33	24	0
2020-11-29	2340	21	24	0
2020-11-28	2319	22	24	0
2020-11-27	2297	46	24	0
2020-11-26	2251	35	24	0
2020-11-25	2216	59	24	2
2020-11-24	2157	63	22	0
2020-11-23	2094	44	22	1
2020-11-22	2050	31	21	0
2020-11-21	2019	12	21	0
2020-11-20	2007	42	21	1
2020-11-19	1965	48	20	1
2020-11-18	1917	38	19	1
2020-11-17	1879	28	18	1
2020-11-16	1851	24	17	0
2020-11-15	1827	22	17	0
2020-11-14	1805	36	17	0
2020-11-13	1769	30	17	0
2020-11-12	1739	65	17	0
2020-11-11	1674	47	17	0
2020-11-10	1627	50	17	1
2020-11-09	1577	44	16	0
2020-11-08	1533	25	16	0
2020-11-07	1508	10	16	0
2020-11-06	1498	29	16	0
2020-11-05	1469	43	16	2
2020-11-04	1426	49	14	2
2020-11-03	1377	52	12	0
2020-11-02	1325	66	12	0
2020-11-01	1259	8	12	0
2020-10-31	1251	25	12	0
2020-10-30	1226	60	12	0
2020-10-29	1166	62	12	0
2020-10-28	1104	29	12	1
2020-10-27	1075	44	11	1
2020-10-26	1031	26	10	0
2020-10-25	1005	24	10	0
2020-10-24	981	19	10	0
2020-10-23	962	24	10	0
2020-10-22	938	41	10	0
2020-10-21	897	13	10	0
2020-10-20	884	22	10	0
2020-10-19	862	23	10	0
2020-10-18	839	11	10	0
2020-10-17	828	26	10	0
2020-10-16	802	14	10	0
2020-10-15	788	17	10	1
2020-10-14	771	27	9	0
2020-10-13	744	20	9	0
2020-10-12	724	31	9	0
2020-10-10	693	4	9	0
2020-10-09	689	21	9	0
2020-10-08	668	21	9	0
2020-10-07	647	14	9	0
2020-10-06	633	11	9	0
2020-10-05	622	3	9	0
2020-10-04	619	7	9	0
2020-10-03	612	7	9	0
2020-10-02	605	9	9	0
2020-10-01	596	12	9	0
2020-09-30	584	15	9	0
2020-09-29	569	6	9	0
2020-09-28	563	7	9	1
2020-09-27	556	9	8	0
2020-09-26	547	3	8	0
2020-09-25	544	8	8	0
2020-09-24	536	6	8	0
2020-09-23	530	10	8	0
2020-09-21	520	3	8	0
2020-09-20	517	1	8	0
2020-09-19	516	8	8	0
2020-09-18	508	6	8	0
2020-09-17	502	8	8	0
2020-09-16	494	3	8	0
2020-09-15	491	6	8	0
2020-09-14	485	8	8	0
2020-09-12	477	8	8	0
2020-09-11	469	6	8	1
2020-09-10	463	10	7	0
2020-09-09	453	7	7	0
2020-09-08	446	2	7	0
2020-09-05	444	2	7	0
2020-09-04	442	11	7	0
2020-09-03	431	2	7	0
2020-09-02	429	1	7	0
2020-09-01	428	4	7	0
2020-08-31	424	14	7	0
2020-08-28	410	1	7	0
2020-08-27	409	4	7	0
2020-08-26	405	5	7	0
2020-08-25	400	1	7	0
2020-08-24	399	4	7	0
2020-08-21	395	10	7	0
2020-08-20	385	6	7	0
2020-08-19	379	7	7	0
2020-08-18	372	5	7	0
2020-08-17	367	6	7	0
2020-08-16	361	1	7	0
2020-08-14	360	10	7	0
2020-08-13	350	8	7	0
2020-08-12	342	6	7	0
2020-08-11	336	3	7	0
2020-08-10	333	5	7	0
2020-08-09	328	2	7	0
2020-08-08	326	1	7	0
2020-08-07	325	3	7	0
2020-08-06	322	2	7	0
2020-08-05	320	3	7	0
2020-08-03	317	3	7	0
2020-08-02	314	3	7	0
2020-08-01	311	1	7	0
2020-07-31	310	1	7	0
2020-07-30	309	6	7	0
2020-07-29	303	3	7	0
2020-07-28	300	2	7	0
2020-07-27	298	4	7	0
2020-07-25	294	3	7	0
2020-07-24	291	6	7	0
2020-07-22	285	3	7	1
2020-07-21	282	4	6	0
2020-07-19	278	1	6	0
2020-07-17	277	2	6	0
2020-07-16	275	1	6	0
2020-07-15	274	2	6	0
2020-07-14	272	3	6	0
2020-07-11	269	3	6	0
2020-07-10	266	5	6	0
2020-07-09	261	2	6	0
2020-07-08	259	1	6	0
2020-07-06	258	2	6	0
2020-07-03	256	1	6	0
2020-07-02	255	1	6	0
2020-07-01	254	1	6	0
2020-06-29	253	1	6	0
2020-06-27	252	1	6	0
2020-06-25	251	1	6	0
2020-06-19	250	2	6	0
2020-06-16	248	2	6	0
2020-06-10	246	2	6	0
2020-06-09	244	2	6	0
2020-06-04	242	1	6	0
2020-06-02	241	1	6	0
2020-05-29	240	1	6	0
2020-05-25	239	5	6	0
2020-05-22	234	1	6	1
2020-05-20	233	5	5	0
2020-05-19	228	1	5	0
2020-05-18	227	1	5	0
2020-05-17	226	1	5	0
2020-05-16	225	1	5	0
2020-05-15	224	2	5	0
2020-05-14	222	1	5	0
2020-05-12	221	2	5	0
2020-05-11	219	2	5	0
2020-05-10	217	1	5	0
2020-05-09	216	2	5	0
2020-05-07	214	3	5	0
2020-05-06	211	4	5	0
2020-05-05	207	4	5	0
2020-05-04	203	2	5	0
2020-05-02	201	1	5	0
2020-04-30	200	4	5	0
2020-04-29	196	1	5	0
2020-04-28	195	3	5	0
2020-04-27	192	1	5	0
2020-04-25	191	1	5	0
2020-04-23	190	4	5	0
2020-04-22	186	1	5	1
2020-04-20	185	1	4	0
2020-04-18	184	2	4	0
2020-04-17	182	6	4	0
2020-04-16	176	4	4	1
2020-04-15	172	11	3	0
2020-04-14	161	2	3	0
2020-04-13	159	1	3	0
2020-04-11	158	3	3	0
2020-04-10	155	2	3	0
2020-04-09	153	1	3	0
2020-04-08	152	3	3	1
2020-04-07	149	3	2	0
2020-04-06	146	4	2	1
2020-04-04	142	3	1	0
2020-04-03	139	6	1	0
2020-04-02	133	9	1	0
2020-04-01	124	7	1	0
2020-03-31	117	15	1	0
2020-03-30	102	10	1	0
2020-03-29	92	2	1	0
2020-03-28	90	13	1	0
2020-03-27	77	7	1	0
2020-03-26	70	7	1	0
2020-03-25	63	11	1	0
2020-03-24	52	4	1	0
2020-03-23	48	7	1	0
2020-03-21	41	3	1	0
2020-03-20	38	5	1	0
2020-03-19	33	5	1	0
2020-03-18	28	8	1	0
2020-03-17	20	5	1	0
2020-03-16	15	4	1	1
2020-03-14	11	6	0	0
2020-03-12	5	4	0	0

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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)

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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: 0:02:55.740653