Germany: LK Aschaffenburg (Bayern)

• 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 10:33:30 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Aschaffenburg")
print(f'Population of country="Germany", subregion="LK Aschaffenburg": {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 Aschaffenburg": 174965 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	86787	24	376	0
2023-03-03	86763	16	376	0
2023-03-02	86747	36	376	0
2023-03-01	86711	78	376	0
2023-02-28	86633	55	376	0
2023-02-27	86578	73	376	1
2023-02-24	86505	61	375	0
2023-02-23	86444	40	375	0
2023-02-22	86404	49	375	0
2023-02-21	86355	45	375	0
2023-02-20	86310	61	375	0
2023-02-19	86249	1	375	1
2023-02-17	86248	34	374	0
2023-02-16	86214	45	374	0
2023-02-15	86169	45	374	0
2023-02-14	86124	40	374	0
2023-02-13	86084	66	374	0
2023-02-10	86018	40	374	2
2023-02-09	85978	39	372	0
2023-02-08	85939	68	372	0
2023-02-07	85871	56	372	0
2023-02-06	85815	72	372	0
2023-02-03	85743	41	372	1
2023-02-02	85702	32	371	0
2023-02-01	85670	60	371	1
2023-01-31	85610	39	370	0
2023-01-30	85571	43	370	0
2023-01-27	85528	26	370	0
2023-01-26	85502	31	370	0
2023-01-25	85471	46	370	0
2023-01-24	85425	37	370	0
2023-01-23	85388	31	370	0
2023-01-20	85357	23	370	1
2023-01-19	85334	26	369	0
2023-01-18	85308	34	369	0
2023-01-17	85274	28	369	0
2023-01-16	85246	32	369	0
2023-01-13	85214	19	369	1
2023-01-12	85195	42	368	0
2023-01-11	85153	41	368	0
2023-01-10	85112	63	368	0
2023-01-09	85049	67	368	2
2023-01-05	84982	36	366	0
2023-01-04	84946	50	366	0
2023-01-03	84896	43	366	2
2023-01-02	84853	75	364	0
2022-12-30	84778	50	364	1
2022-12-29	84728	68	363	0
2022-12-28	84660	56	363	2
2022-12-27	84604	120	361	0
2022-12-23	84484	63	361	0
2022-12-22	84421	61	361	1
2022-12-21	84360	74	360	2
2022-12-20	84286	75	358	0
2022-12-19	84211	90	358	3
2022-12-16	84121	55	355	0
2022-12-15	84066	55	355	0
2022-12-14	84011	88	355	1
2022-12-13	83923	52	354	0
2022-12-12	83871	120	354	0
2022-12-09	83751	40	354	0
2022-12-08	83711	67	354	1
2022-12-07	83644	75	353	0
2022-12-06	83569	46	353	0
2022-12-05	83523	62	353	2
2022-12-02	83461	26	351	0
2022-12-01	83435	45	351	1
2022-11-30	83390	47	350	0
2022-11-29	83343	37	350	1
2022-11-28	83306	56	349	0
2022-11-25	83250	34	349	0
2022-11-24	83216	42	349	0
2022-11-23	83174	66	349	1
2022-11-22	83108	38	348	0
2022-11-21	83070	76	348	2
2022-11-18	82994	37	346	0
2022-11-17	82957	45	346	0
2022-11-16	82912	61	346	0
2022-11-15	82851	55	346	0
2022-11-14	82796	63	346	0
2022-11-11	82733	48	346	0
2022-11-10	82685	63	346	0
2022-11-09	82622	110	346	0
2022-11-08	82512	64	346	0
2022-11-07	82448	147	346	0
2022-11-04	82301	104	346	0
2022-11-03	82197	96	346	1
2022-11-02	82101	191	345	0
2022-10-31	81910	201	345	2
2022-10-28	81709	105	343	0
2022-10-27	81604	132	343	0
2022-10-26	81472	225	343	0
2022-10-25	81247	196	343	0
2022-10-24	81051	286	343	2
2022-10-22	80765	1	341	0
2022-10-21	80764	174	341	0
2022-10-20	80590	274	341	0
2022-10-19	80316	372	341	1
2022-10-18	79944	253	340	1
2022-10-17	79691	405	339	2
2022-10-16	79286	1	337	0
2022-10-14	79285	227	337	0
2022-10-13	79058	283	337	0
2022-10-12	78775	461	337	0
2022-10-11	78314	328	337	0
2022-10-10	77986	525	337	1
2022-10-07	77461	270	336	2
2022-10-06	77191	554	334	0
2022-10-05	76637	223	334	0
2022-10-04	76414	421	334	2
2022-10-03	75993	1	332	0
2022-10-02	75992	4	332	0
2022-09-30	75988	177	332	0
2022-09-29	75811	210	332	1
2022-09-28	75601	328	331	0
2022-09-27	75273	178	331	0
2022-09-26	75095	204	331	0
2022-09-25	74891	1	331	0
2022-09-23	74890	107	331	0
2022-09-22	74783	148	331	0
2022-09-21	74635	173	331	0
2022-09-20	74462	108	331	0
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2022-09-14	74017	138	329	0
2022-09-13	73879	112	329	0
2022-09-12	73767	146	329	2
2022-09-10	73621	1	327	0
2022-09-09	73620	75	327	0
2022-09-08	73545	87	327	0
2022-09-07	73458	106	327	1
2022-09-06	73352	84	326	1
2022-09-05	73268	136	325	0
2022-09-02	73132	63	325	0
2022-09-01	73069	84	325	0
2022-08-31	72985	125	325	0
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2022-08-28	72613	1	324	0
2022-08-26	72612	68	324	0
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2022-08-24	72452	122	324	0
2022-08-23	72330	120	324	0
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2022-08-21	72035	1	324	0
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2022-08-18	71942	203	324	0
2022-08-17	71739	96	324	2
2022-08-16	71643	247	322	1
2022-08-15	71396	2	321	0
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2022-08-10	71150	182	320	0
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2022-08-08	70826	238	320	1
2022-08-07	70588	1	319	0
2022-08-05	70587	162	319	0
2022-08-04	70425	113	319	0
2022-08-03	70312	288	319	1
2022-08-02	70024	195	318	0
2022-08-01	69829	261	318	0
2022-07-31	69568	2	318	0
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2022-07-13	65407	393	314	0
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2021-10-06	8945	33	218	0
2021-10-05	8912	12	218	0
2021-10-04	8900	1	218	0
2021-10-03	8899	9	218	0
2021-10-02	8890	17	218	0
2021-10-01	8873	17	218	0
2021-09-30	8856	15	218	0
2021-09-29	8841	35	218	1
2021-09-28	8806	17	217	0
2021-09-27	8789	3	217	0
2021-09-26	8786	7	217	0
2021-09-25	8779	15	217	0
2021-09-24	8764	18	217	0
2021-09-23	8746	9	217	0
2021-09-22	8737	22	217	0
2021-09-21	8715	13	217	0
2021-09-20	8702	1	217	0
2021-09-19	8701	3	217	0
2021-09-18	8698	25	217	0
2021-09-17	8673	10	217	0
2021-09-16	8663	17	217	0
2021-09-15	8646	57	217	0
2021-09-14	8589	22	217	0
2021-09-13	8567	11	217	0
2021-09-12	8556	5	217	0
2021-09-11	8551	20	217	0
2021-09-10	8531	19	217	0
2021-09-09	8512	28	217	1
2021-09-08	8484	27	216	0
2021-09-07	8457	34	216	0
2021-09-06	8423	3	216	0
2021-09-05	8420	7	216	0
2021-09-04	8413	24	216	0
2021-09-03	8389	11	216	0
2021-09-02	8378	26	216	0
2021-09-01	8352	41	216	0
2021-08-31	8311	9	216	0
2021-08-30	8302	5	216	0
2021-08-29	8297	3	216	0
2021-08-28	8294	32	216	0
2021-08-27	8262	14	216	0
2021-08-26	8248	17	216	0
2021-08-25	8231	18	216	0
2021-08-24	8213	17	216	0
2021-08-23	8196	4	216	0
2021-08-22	8192	3	216	0
2021-08-21	8189	14	216	0
2021-08-20	8175	9	216	0
2021-08-19	8166	5	216	0
2021-08-18	8161	13	216	0
2021-08-17	8148	7	216	0
2021-08-16	8141	2	216	0
2021-08-15	8139	1	216	1
2021-08-14	8138	10	215	0
2021-08-13	8128	3	215	0
2021-08-12	8125	12	215	0
2021-08-11	8113	10	215	0
2021-08-10	8103	3	215	0
2021-08-09	8100	2	215	0
2021-08-08	8098	2	215	0
2021-08-07	8096	6	215	0
2021-08-06	8090	5	215	0
2021-08-05	8085	4	215	0
2021-08-04	8081	4	215	0
2021-08-03	8077	6	215	0
2021-08-02	8071	1	215	0
2021-08-01	8070	1	215	0
2021-07-31	8069	4	215	0
2021-07-30	8065	7	215	1
2021-07-29	8058	4	214	0
2021-07-28	8054	5	214	0
2021-07-27	8049	2	214	0
2021-07-26	8047	1	214	0
2021-07-25	8046	3	214	0
2021-07-24	8043	8	214	0
2021-07-23	8035	3	214	0
2021-07-22	8032	3	214	0
2021-07-21	8029	3	214	0
2021-07-20	8026	1	214	0
2021-07-18	8025	1	214	0
2021-07-17	8024	3	214	0
2021-07-16	8021	1	214	0
2021-07-14	8020	2	214	0
2021-07-13	8018	2	214	0
2021-07-12	8016	1	214	0
2021-07-10	8015	1	214	0
2021-07-09	8014	1	214	0
2021-07-07	8013	4	214	0
2021-07-06	8009	2	214	0
2021-07-04	8007	1	214	0
2021-07-02	8006	4	214	0
2021-06-30	8002	5	214	0
2021-06-29	7997	2	214	0
2021-06-25	7995	3	214	0
2021-06-24	7992	2	214	0
2021-06-23	7990	6	214	0
2021-06-20	7984	1	214	0
2021-06-19	7983	2	214	0
2021-06-18	7981	1	214	0
2021-06-17	7980	3	214	0
2021-06-16	7977	3	214	0
2021-06-15	7974	4	214	0
2021-06-12	7970	2	214	0
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2021-06-08	7960	5	214	0
2021-06-06	7955	3	214	0
2021-06-05	7952	4	214	0
2021-06-04	7948	5	214	1
2021-06-03	7943	9	213	0
2021-06-02	7934	9	213	0
2021-06-01	7925	8	213	0
2021-05-31	7917	1	213	0
2021-05-30	7916	4	213	0
2021-05-29	7912	8	213	1
2021-05-28	7904	6	212	0
2021-05-27	7898	14	212	0
2021-05-26	7884	16	212	1
2021-05-25	7868	2	211	0
2021-05-24	7866	1	211	0
2021-05-23	7865	4	211	0
2021-05-22	7861	12	211	0
2021-05-21	7849	17	211	0
2021-05-20	7832	11	211	0
2021-05-19	7821	24	211	0
2021-05-18	7797	10	211	0
2021-05-17	7787	8	211	2
2021-05-16	7779	3	209	0
2021-05-15	7776	23	209	2
2021-05-14	7753	15	207	0
2021-05-13	7738	18	207	0
2021-05-12	7720	32	207	0
2021-05-11	7688	44	207	0
2021-05-10	7644	20	207	0
2021-05-09	7624	3	207	0
2021-05-08	7621	9	207	0
2021-05-07	7612	29	207	0
2021-05-06	7583	32	207	0
2021-05-05	7551	32	207	0
2021-05-04	7519	53	207	1
2021-05-03	7466	22	206	0
2021-05-02	7444	2	206	0
2021-05-01	7442	19	206	1
2021-04-30	7423	50	205	1
2021-04-29	7373	45	204	1
2021-04-28	7328	34	203	0
2021-04-27	7294	55	203	1
2021-04-26	7239	34	202	0
2021-04-25	7205	4	202	0
2021-04-24	7201	25	202	0
2021-04-23	7176	30	202	0
2021-04-22	7146	37	202	0
2021-04-21	7109	70	202	1
2021-04-20	7039	53	201	1
2021-04-19	6986	22	200	1
2021-04-18	6964	8	199	0
2021-04-17	6956	21	199	0
2021-04-16	6935	29	199	0
2021-04-15	6906	36	199	0
2021-04-14	6870	70	199	0
2021-04-13	6800	53	199	0
2021-04-12	6747	32	199	0
2021-04-11	6715	2	199	0
2021-04-10	6713	20	199	0
2021-04-09	6693	47	199	1
2021-04-08	6646	46	198	0
2021-04-07	6600	64	198	0
2021-04-06	6536	45	198	0
2021-04-05	6491	23	198	0
2021-04-04	6468	1	198	0
2021-04-03	6467	28	198	0
2021-04-02	6439	25	198	1
2021-04-01	6414	39	197	1
2021-03-31	6375	50	196	1
2021-03-30	6325	48	195	0
2021-03-29	6277	15	195	0
2021-03-28	6262	4	195	0
2021-03-27	6258	20	195	0
2021-03-26	6238	39	195	1
2021-03-25	6199	47	194	2
2021-03-24	6152	39	192	0
2021-03-23	6113	46	192	0
2021-03-22	6067	8	192	1
2021-03-21	6059	6	191	0
2021-03-20	6053	12	191	0
2021-03-19	6041	43	191	0
2021-03-18	5998	39	191	1
2021-03-17	5959	27	190	0
2021-03-16	5932	37	190	0
2021-03-15	5895	7	190	0
2021-03-14	5888	2	190	0
2021-03-13	5886	12	190	0
2021-03-12	5874	31	190	0
2021-03-11	5843	26	190	0
2021-03-10	5817	32	190	0
2021-03-09	5785	32	190	0
2021-03-08	5753	3	190	0
2021-03-07	5750	1	190	0
2021-03-06	5749	21	190	1
2021-03-05	5728	20	189	0
2021-03-04	5708	19	189	1
2021-03-03	5689	22	188	0
2021-03-02	5667	26	188	0
2021-03-01	5641	8	188	0
2021-02-28	5633	1	188	1
2021-02-27	5632	6	187	1
2021-02-26	5626	13	186	1
2021-02-25	5613	16	185	0
2021-02-24	5597	15	185	0
2021-02-23	5582	15	185	0
2021-02-22	5567	6	185	0
2021-02-21	5561	1	185	0
2021-02-20	5560	5	185	0
2021-02-19	5555	11	185	0
2021-02-18	5544	16	185	0
2021-02-17	5528	14	185	0
2021-02-16	5514	29	185	2
2021-02-15	5485	8	183	0
2021-02-13	5477	8	183	0
2021-02-12	5469	22	183	1
2021-02-11	5447	17	182	0
2021-02-10	5430	12	182	0
2021-02-09	5418	24	182	0
2021-02-08	5394	8	182	1
2021-02-07	5386	2	181	0
2021-02-06	5384	15	181	1
2021-02-05	5369	18	180	0
2021-02-04	5351	26	180	0
2021-02-03	5325	27	180	1
2021-02-02	5298	30	179	1
2021-02-01	5268	16	178	1
2021-01-31	5252	3	177	1
2021-01-30	5249	18	176	0
2021-01-29	5231	35	176	1
2021-01-28	5196	44	175	1
2021-01-27	5152	45	174	1
2021-01-26	5107	69	173	2
2021-01-25	5038	14	171	2
2021-01-24	5024	4	169	0
2021-01-23	5020	38	169	1
2021-01-22	4982	37	168	0
2021-01-21	4945	57	168	2
2021-01-20	4888	52	166	0
2021-01-19	4836	89	166	1
2021-01-18	4747	15	165	0
2021-01-17	4732	37	165	5
2021-01-16	4695	25	160	0
2021-01-15	4670	35	160	1
2021-01-14	4635	57	159	2
2021-01-13	4578	54	157	1
2021-01-12	4524	60	156	3
2021-01-11	4464	33	153	0
2021-01-10	4431	11	153	4
2021-01-09	4420	58	149	5
2021-01-08	4362	69	144	0
2021-01-07	4293	37	144	1
2021-01-06	4256	61	143	1
2021-01-05	4195	82	142	1
2021-01-04	4113	31	141	4
2021-01-03	4082	16	137	3
2021-01-02	4066	29	134	2
2021-01-01	4037	2	132	0
2020-12-31	4035	44	132	0
2020-12-30	3991	113	132	1
2020-12-29	3878	75	131	2
2020-12-28	3803	40	129	2
2020-12-27	3763	6	127	0
2020-12-26	3757	50	127	9
2020-12-25	3707	9	118	0
2020-12-24	3698	66	118	2
2020-12-23	3632	111	116	8
2020-12-22	3521	90	108	5
2020-12-21	3431	30	103	2
2020-12-20	3401	19	101	2
2020-12-19	3382	53	99	6
2020-12-18	3329	64	93	1
2020-12-17	3265	62	92	3
2020-12-16	3203	69	89	1
2020-12-15	3134	77	88	0
2020-12-14	3057	34	88	0
2020-12-13	3023	7	88	0
2020-12-12	3016	76	88	12
2020-12-11	2940	65	76	0
2020-12-10	2875	63	76	3
2020-12-09	2812	73	73	8
2020-12-08	2739	60	65	3
2020-12-07	2679	19	62	0
2020-12-06	2660	1	62	0
2020-12-05	2659	37	62	0
2020-12-04	2622	46	62	0
2020-12-03	2576	64	62	3
2020-12-02	2512	46	59	2
2020-12-01	2466	42	57	0
2020-11-30	2424	22	57	2
2020-11-29	2402	15	55	0
2020-11-28	2387	36	55	0
2020-11-27	2351	52	55	1
2020-11-26	2299	62	54	1
2020-11-25	2237	45	53	0
2020-11-24	2192	42	53	3
2020-11-23	2150	34	50	0
2020-11-22	2116	15	50	1
2020-11-21	2101	42	49	0
2020-11-20	2059	45	49	0
2020-11-19	2014	49	49	0
2020-11-18	1965	60	49	0
2020-11-17	1905	67	49	0
2020-11-16	1838	10	49	0
2020-11-15	1828	5	49	0
2020-11-14	1823	45	49	1
2020-11-13	1778	65	48	0
2020-11-12	1713	58	48	0
2020-11-11	1655	55	48	0
2020-11-10	1600	73	48	1
2020-11-09	1527	48	47	0
2020-11-08	1479	18	47	0
2020-11-07	1461	27	47	0
2020-11-06	1434	46	47	0
2020-11-05	1388	44	47	0
2020-11-04	1344	57	47	0
2020-11-03	1287	57	47	0
2020-11-02	1230	28	47	1
2020-11-01	1202	15	46	0
2020-10-31	1187	45	46	1
2020-10-30	1142	44	45	0
2020-10-29	1098	52	45	1
2020-10-28	1046	25	44	0
2020-10-27	1021	33	44	0
2020-10-26	988	26	44	0
2020-10-25	962	3	44	0
2020-10-24	959	31	44	0
2020-10-23	928	39	44	1
2020-10-22	889	34	43	1
2020-10-21	855	33	42	0
2020-10-20	822	23	42	0
2020-10-19	799	11	42	0
2020-10-18	788	2	42	0
2020-10-17	786	9	42	0
2020-10-16	777	15	42	0
2020-10-15	762	11	42	0
2020-10-14	751	10	42	0
2020-10-13	741	8	42	0
2020-10-12	733	4	42	0
2020-10-10	729	9	42	0
2020-10-09	720	2	42	0
2020-10-08	718	8	42	0
2020-10-07	710	4	42	0
2020-10-06	706	4	42	0
2020-10-05	702	7	42	0
2020-10-04	695	2	42	0
2020-10-03	693	1	42	0
2020-10-02	692	2	42	0
2020-10-01	690	3	42	0
2020-09-30	687	4	42	0
2020-09-29	683	2	42	0
2020-09-28	681	1	42	0
2020-09-26	680	1	42	0
2020-09-25	679	6	42	0
2020-09-24	673	3	42	0
2020-09-23	670	4	42	0
2020-09-22	666	2	42	0
2020-09-21	664	1	42	0
2020-09-19	663	8	42	0
2020-09-18	655	4	42	0
2020-09-17	651	4	42	0
2020-09-16	647	1	42	0
2020-09-15	646	2	42	0
2020-09-14	644	1	42	0
2020-09-12	643	1	42	0
2020-09-11	642	3	42	0
2020-09-10	639	4	42	0
2020-09-09	635	6	42	0
2020-09-08	629	1	42	0
2020-09-07	628	4	42	0
2020-09-03	624	8	42	0
2020-09-02	616	5	42	0
2020-09-01	611	1	42	0
2020-08-31	610	2	42	0
2020-08-30	608	3	42	0
2020-08-29	605	1	42	0
2020-08-28	604	1	42	0
2020-08-27	603	8	42	0
2020-08-26	595	3	42	0
2020-08-25	592	1	42	0
2020-08-24	591	1	42	0
2020-08-21	590	2	42	0
2020-08-20	588	2	42	0
2020-08-19	586	1	42	0
2020-08-18	585	3	42	0
2020-08-17	582	2	42	0
2020-08-15	580	4	42	0
2020-08-13	576	1	42	0
2020-08-10	575	1	42	0
2020-08-08	574	2	42	0
2020-08-07	572	1	42	0
2020-08-06	571	1	42	0
2020-08-04	570	3	42	0
2020-08-03	567	1	42	0
2020-08-01	566	1	42	0
2020-07-31	565	5	42	0
2020-07-29	560	3	42	0
2020-07-28	557	3	42	0
2020-07-27	554	1	42	0
2020-07-25	553	2	42	0
2020-07-19	551	1	42	0
2020-07-18	550	1	42	0
2020-07-16	549	2	42	0
2020-07-15	547	4	42	0
2020-07-10	543	1	42	0
2020-07-08	542	5	42	0
2020-07-04	537	1	42	0
2020-07-03	536	1	42	0
2020-06-23	535	1	42	0
2020-06-18	534	1	42	0
2020-06-02	533	2	42	0
2020-05-29	531	1	42	0
2020-05-27	530	1	42	0
2020-05-25	529	3	42	0
2020-05-23	526	2	42	0
2020-05-22	524	2	42	0
2020-05-19	522	2	42	0
2020-05-18	520	1	42	0
2020-05-17	519	1	42	0
2020-05-16	518	2	42	1
2020-05-14	516	7	41	0
2020-05-13	509	4	41	0
2020-05-11	505	1	41	0
2020-05-08	504	3	41	0
2020-05-07	501	4	41	0
2020-05-06	497	5	41	0
2020-05-05	492	1	41	0
2020-05-04	491	1	41	0
2020-05-01	490	2	41	0
2020-04-30	488	2	41	0
2020-04-29	486	7	41	0
2020-04-28	479	1	41	0
2020-04-26	478	1	41	0
2020-04-25	477	1	41	0
2020-04-24	476	7	41	1
2020-04-23	469	3	40	2
2020-04-22	466	9	38	0
2020-04-21	457	5	38	0
2020-04-20	452	2	38	0
2020-04-19	450	2	38	0
2020-04-18	448	3	38	0
2020-04-17	445	6	38	0
2020-04-16	439	10	38	0
2020-04-15	429	19	38	3
2020-04-14	410	21	35	5
2020-04-13	389	2	30	0
2020-04-12	387	4	30	0
2020-04-11	383	6	30	1
2020-04-10	377	32	29	4
2020-04-09	345	14	25	0
2020-04-08	331	16	25	2
2020-04-07	315	13	23	4
2020-04-06	302	16	19	0
2020-04-05	286	2	19	0
2020-04-04	284	23	19	0
2020-04-03	261	29	19	2
2020-04-02	232	17	17	1
2020-04-01	215	14	16	0
2020-03-31	201	30	16	3
2020-03-30	171	22	13	1
2020-03-29	149	5	12	1
2020-03-28	144	11	11	2
2020-03-27	133	16	9	5
2020-03-26	117	15	4	0
2020-03-25	102	17	4	0
2020-03-24	85	14	4	1
2020-03-23	71	10	3	0
2020-03-22	61	4	3	1
2020-03-21	57	12	2	2
2020-03-20	45	7	0	0
2020-03-19	38	4	0	0
2020-03-18	34	7	0	0
2020-03-17	27	7	0	0
2020-03-16	20	7	0	0
2020-03-14	13	5	0	0
2020-03-13	8	5	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: 0:03:40.501794