Germany: LK Ebersberg (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 10:40:41 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Ebersberg")
print(f'Population of country="Germany", subregion="LK Ebersberg": {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 Ebersberg": 144562 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	74807	16	314	0
2023-03-03	74791	3	314	0
2023-03-02	74788	9	314	0
2023-03-01	74779	31	314	0
2023-02-28	74748	20	314	0
2023-02-27	74728	17	314	0
2023-02-24	74711	14	314	0
2023-02-23	74697	21	314	0
2023-02-22	74676	27	314	0
2023-02-21	74649	15	314	0
2023-02-20	74634	37	314	0
2023-02-17	74597	16	314	0
2023-02-16	74581	23	314	0
2023-02-15	74558	13	314	0
2023-02-14	74545	19	314	0
2023-02-13	74526	20	314	0
2023-02-10	74506	25	314	0
2023-02-09	74481	14	314	0
2023-02-08	74467	24	314	0
2023-02-07	74443	19	314	0
2023-02-06	74424	27	314	0
2023-02-03	74397	13	314	0
2023-02-02	74384	21	314	0
2023-02-01	74363	27	314	0
2023-01-31	74336	40	314	0
2023-01-30	74296	34	314	0
2023-01-27	74262	18	314	0
2023-01-26	74244	14	314	0
2023-01-25	74230	12	314	0
2023-01-24	74218	8	314	0
2023-01-23	74210	31	314	0
2023-01-20	74179	6	314	0
2023-01-19	74173	23	314	0
2023-01-18	74150	21	314	0
2023-01-17	74129	23	314	0
2023-01-16	74106	30	314	0
2023-01-13	74076	11	314	0
2023-01-12	74065	14	314	0
2023-01-11	74051	24	314	0
2023-01-10	74027	22	314	0
2023-01-09	74005	48	314	0
2023-01-05	73957	9	314	0
2023-01-04	73948	14	314	0
2023-01-03	73934	24	314	0
2023-01-02	73910	35	314	0
2022-12-30	73875	23	314	0
2022-12-29	73852	41	314	0
2022-12-28	73811	47	314	0
2022-12-27	73764	48	314	0
2022-12-23	73716	9	314	0
2022-12-22	73707	20	314	0
2022-12-21	73687	25	314	0
2022-12-20	73662	20	314	0
2022-12-19	73642	57	314	1
2022-12-16	73585	22	313	0
2022-12-15	73563	19	313	0
2022-12-14	73544	23	313	1
2022-12-13	73521	29	312	0
2022-12-12	73492	30	312	0
2022-12-09	73462	25	312	0
2022-12-08	73437	22	312	0
2022-12-07	73415	37	312	0
2022-12-06	73378	19	312	0
2022-12-05	73359	42	312	0
2022-12-02	73317	22	312	0
2022-12-01	73295	30	312	0
2022-11-30	73265	22	312	0
2022-11-29	73243	30	312	0
2022-11-28	73213	24	312	0
2022-11-25	73189	28	312	0
2022-11-24	73161	28	312	0
2022-11-23	73133	32	312	0
2022-11-22	73101	22	312	0
2022-11-21	73079	39	312	0
2022-11-18	73040	16	312	0
2022-11-17	73024	25	312	0
2022-11-16	72999	15	312	0
2022-11-15	72984	24	312	0
2022-11-14	72960	37	312	0
2022-11-11	72923	16	312	0
2022-11-10	72907	35	312	0
2022-11-09	72872	31	312	0
2022-11-08	72841	40	312	0
2022-11-07	72801	69	312	0
2022-11-04	72732	43	312	0
2022-11-03	72689	64	312	0
2022-11-02	72625	74	312	0
2022-10-31	72551	85	312	0
2022-10-28	72466	39	312	2
2022-10-27	72427	46	310	1
2022-10-26	72381	56	309	0
2022-10-25	72325	84	309	0
2022-10-24	72241	125	309	0
2022-10-21	72116	67	309	1
2022-10-20	72049	86	308	0
2022-10-19	71963	151	308	1
2022-10-18	71812	168	307	1
2022-10-17	71644	329	306	1
2022-10-14	71315	117	305	0
2022-10-13	71198	205	305	0
2022-10-12	70993	267	305	1
2022-10-11	70726	399	304	1
2022-10-10	70327	482	303	3
2022-10-07	69845	234	300	1
2022-10-06	69611	426	299	0
2022-10-05	69185	634	299	0
2022-10-04	68551	524	299	1
2022-09-30	68027	243	298	0
2022-09-29	67784	271	298	0
2022-09-28	67513	279	298	0
2022-09-27	67234	324	298	0
2022-09-26	66910	338	298	0
2022-09-23	66572	109	298	0
2022-09-22	66463	131	298	0
2022-09-21	66332	101	298	0
2022-09-20	66231	147	298	0
2022-09-19	66084	141	298	0
2022-09-16	65943	74	298	0
2022-09-15	65869	56	298	1
2022-09-14	65813	69	297	0
2022-09-13	65744	93	297	0
2022-09-12	65651	131	297	0
2022-09-09	65520	45	297	0
2022-09-08	65475	60	297	0
2022-09-07	65415	59	297	0
2022-09-06	65356	57	297	0
2022-09-05	65299	88	297	1
2022-09-02	65211	46	296	0
2022-09-01	65165	39	296	0
2022-08-31	65126	45	296	0
2022-08-30	65081	63	296	0
2022-08-29	65018	88	296	0
2022-08-26	64930	35	296	0
2022-08-25	64895	37	296	0
2022-08-24	64858	51	296	0
2022-08-23	64807	63	296	0
2022-08-22	64744	84	296	1
2022-08-19	64660	44	295	0
2022-08-18	64616	31	295	0
2022-08-17	64585	76	295	0
2022-08-16	64509	111	295	0
2022-08-12	64398	54	295	0
2022-08-11	64344	44	295	0
2022-08-10	64300	75	295	0
2022-08-09	64225	84	295	0
2022-08-08	64141	142	295	0
2022-08-05	63999	51	295	0
2022-08-04	63948	83	295	0
2022-08-03	63865	92	295	0
2022-08-02	63773	150	295	0
2022-08-01	63623	198	295	0
2022-07-29	63425	95	295	0
2022-07-28	63330	156	295	0
2022-07-27	63174	192	295	1
2022-07-26	62982	298	294	0
2022-07-25	62684	409	294	0
2022-07-22	62275	272	294	1
2022-07-21	62003	279	293	0
2022-07-20	61724	266	293	0
2022-07-19	61458	358	293	0
2022-07-18	61100	555	293	1
2022-07-15	60545	159	292	0
2022-07-14	60386	270	292	1
2022-07-13	60116	213	291	0
2022-07-12	59903	289	291	0
2022-07-11	59614	362	291	0
2022-07-08	59252	174	291	0
2022-07-07	59078	172	291	0
2022-07-06	58906	263	291	0
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2022-07-04	58325	344	291	0
2022-07-01	57981	158	291	0
2022-06-30	57823	189	291	0
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2022-06-24	56860	113	291	1
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2022-06-17	55949	136	289	0
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2021-09-04	6811	27	183	0
2021-09-03	6784	14	183	0
2021-09-02	6770	30	183	0
2021-09-01	6740	20	183	0
2021-08-31	6720	36	183	0
2021-08-30	6684	9	183	0
2021-08-29	6675	7	183	0
2021-08-28	6668	28	183	0
2021-08-27	6640	23	183	0
2021-08-26	6617	19	183	0
2021-08-25	6598	19	183	0
2021-08-24	6579	26	183	0
2021-08-23	6553	6	183	0
2021-08-22	6547	3	183	0
2021-08-21	6544	10	183	0
2021-08-20	6534	11	183	0
2021-08-19	6523	11	183	0
2021-08-18	6512	14	183	0
2021-08-17	6498	14	183	1
2021-08-16	6484	2	182	0
2021-08-15	6482	1	182	0
2021-08-14	6481	9	182	0
2021-08-13	6472	10	182	0
2021-08-12	6462	9	182	0
2021-08-11	6453	4	182	0
2021-08-10	6449	4	182	0
2021-08-09	6445	1	182	0
2021-08-08	6444	4	182	0
2021-08-07	6440	2	182	0
2021-08-06	6438	4	182	0
2021-08-05	6434	3	182	0
2021-08-03	6431	3	182	0
2021-08-01	6428	5	182	0
2021-07-31	6423	1	182	0
2021-07-30	6422	2	182	0
2021-07-29	6420	1	182	0
2021-07-28	6419	2	182	0
2021-07-27	6417	5	182	0
2021-07-26	6412	1	182	0
2021-07-24	6411	3	182	1
2021-07-23	6408	4	181	0
2021-07-21	6404	1	181	0
2021-07-19	6403	2	181	0
2021-07-18	6401	2	181	0
2021-07-17	6399	3	181	0
2021-07-16	6396	2	181	0
2021-07-15	6394	6	181	0
2021-07-14	6388	2	181	0
2021-07-13	6386	6	181	0
2021-07-12	6380	1	181	0
2021-07-11	6379	1	181	0
2021-07-10	6378	3	181	0
2021-07-09	6375	3	181	0
2021-07-08	6372	2	181	0
2021-07-07	6370	2	181	0
2021-07-06	6368	2	181	0
2021-07-05	6366	2	181	0
2021-07-02	6364	1	181	0
2021-06-28	6363	2	181	0
2021-06-26	6361	1	181	0
2021-06-25	6360	1	181	0
2021-06-24	6359	2	181	0
2021-06-22	6357	1	181	0
2021-06-20	6356	2	181	0
2021-06-18	6354	2	181	0
2021-06-17	6352	2	181	0
2021-06-16	6350	5	181	0
2021-06-14	6345	1	181	0
2021-06-13	6344	2	181	0
2021-06-12	6342	9	181	0
2021-06-11	6333	1	181	0
2021-06-10	6332	2	181	0
2021-06-09	6330	8	181	0
2021-06-08	6322	8	181	0
2021-06-07	6314	4	181	0
2021-06-06	6310	4	181	0
2021-06-05	6306	5	181	0
2021-06-03	6301	9	181	0
2021-06-02	6292	2	181	0
2021-06-01	6290	4	181	0
2021-05-31	6286	4	181	0
2021-05-30	6282	3	181	0
2021-05-29	6279	7	181	0
2021-05-28	6272	4	181	0
2021-05-27	6268	7	181	0
2021-05-26	6261	16	181	0
2021-05-25	6245	2	181	0
2021-05-24	6243	6	181	0
2021-05-23	6237	2	181	0
2021-05-22	6235	4	181	0
2021-05-21	6231	9	181	0
2021-05-20	6222	13	181	1
2021-05-19	6209	10	180	0
2021-05-18	6199	13	180	0
2021-05-17	6186	5	180	0
2021-05-16	6181	5	180	1
2021-05-15	6176	12	179	0
2021-05-14	6164	20	179	0
2021-05-13	6144	9	179	0
2021-05-12	6135	15	179	0
2021-05-11	6120	42	179	1
2021-05-10	6078	6	178	0
2021-05-09	6072	3	178	0
2021-05-08	6069	23	178	0
2021-05-07	6046	14	178	0
2021-05-06	6032	39	178	0
2021-05-05	5993	29	178	0
2021-05-04	5964	45	178	0
2021-05-03	5919	9	178	0
2021-05-02	5910	7	178	0
2021-05-01	5903	24	178	0
2021-04-30	5879	19	178	0
2021-04-29	5860	28	178	0
2021-04-28	5832	37	178	0
2021-04-27	5795	58	178	1
2021-04-26	5737	10	177	0
2021-04-25	5727	22	177	0
2021-04-24	5705	36	177	0
2021-04-23	5669	33	177	0
2021-04-22	5636	29	177	2
2021-04-21	5607	30	175	0
2021-04-20	5577	32	175	0
2021-04-19	5545	7	175	0
2021-04-18	5538	12	175	1
2021-04-17	5526	21	174	0
2021-04-16	5505	17	174	0
2021-04-15	5488	23	174	0
2021-04-14	5465	48	174	0
2021-04-13	5417	34	174	0
2021-04-12	5383	12	174	0
2021-04-11	5371	12	174	0
2021-04-10	5359	13	174	0
2021-04-09	5346	28	174	0
2021-04-08	5318	20	174	0
2021-04-07	5298	24	174	0
2021-04-06	5274	22	174	1
2021-04-05	5252	3	173	0
2021-04-04	5249	17	173	0
2021-04-03	5232	6	173	0
2021-04-02	5226	21	173	0
2021-04-01	5205	22	173	0
2021-03-31	5183	15	173	0
2021-03-30	5168	30	173	0
2021-03-29	5138	11	173	0
2021-03-28	5127	2	173	0
2021-03-27	5125	17	173	0
2021-03-26	5108	18	173	1
2021-03-25	5090	13	172	0
2021-03-24	5077	36	172	0
2021-03-23	5041	29	172	0
2021-03-22	5012	3	172	0
2021-03-21	5009	10	172	1
2021-03-20	4999	11	171	0
2021-03-19	4988	17	171	0
2021-03-18	4971	10	171	0
2021-03-17	4961	43	171	0
2021-03-16	4918	14	171	0
2021-03-15	4904	12	171	0
2021-03-14	4892	12	171	0
2021-03-13	4880	11	171	0
2021-03-12	4869	22	171	0
2021-03-11	4847	12	171	0
2021-03-10	4835	23	171	0
2021-03-09	4812	15	171	0
2021-03-08	4797	10	171	0
2021-03-07	4787	2	171	0
2021-03-06	4785	6	171	0
2021-03-05	4779	7	171	0
2021-03-04	4772	14	171	0
2021-03-03	4758	12	171	0
2021-03-02	4746	11	171	0
2021-03-01	4735	4	171	0
2021-02-28	4731	2	171	0
2021-02-27	4729	3	171	0
2021-02-26	4726	13	171	0
2021-02-25	4713	8	171	1
2021-02-24	4705	23	170	0
2021-02-23	4682	18	170	0
2021-02-22	4664	3	170	0
2021-02-21	4661	4	170	0
2021-02-20	4657	11	170	1
2021-02-19	4646	3	169	0
2021-02-18	4643	11	169	1
2021-02-17	4632	11	168	0
2021-02-16	4621	13	168	0
2021-02-15	4608	4	168	0
2021-02-14	4604	5	168	0
2021-02-13	4599	2	168	0
2021-02-12	4597	8	168	0
2021-02-11	4589	5	168	0
2021-02-10	4584	16	168	0
2021-02-09	4568	14	168	1
2021-02-08	4554	1	167	0
2021-02-07	4553	5	167	0
2021-02-06	4548	11	167	1
2021-02-05	4537	15	166	3
2021-02-04	4522	5	163	0
2021-02-03	4517	15	163	1
2021-02-02	4502	21	162	3
2021-02-01	4481	2	159	0
2021-01-31	4479	3	159	0
2021-01-30	4476	26	159	1
2021-01-29	4450	20	158	1
2021-01-28	4430	14	157	0
2021-01-27	4416	25	157	1
2021-01-26	4391	24	156	1
2021-01-25	4367	6	155	0
2021-01-24	4361	7	155	0
2021-01-23	4354	20	155	0
2021-01-22	4334	37	155	1
2021-01-21	4297	19	154	1
2021-01-20	4278	30	153	3
2021-01-19	4248	48	150	2
2021-01-18	4200	6	148	0
2021-01-17	4194	6	148	0
2021-01-16	4188	40	148	0
2021-01-15	4148	57	148	7
2021-01-14	4091	50	141	4
2021-01-13	4041	47	137	2
2021-01-12	3994	60	135	1
2021-01-11	3934	15	134	0
2021-01-10	3919	17	134	2
2021-01-09	3902	69	132	13
2021-01-08	3833	49	119	5
2021-01-07	3784	53	114	4
2021-01-06	3731	32	110	1
2021-01-05	3699	48	109	0
2021-01-04	3651	14	109	1
2021-01-03	3637	17	108	1
2021-01-02	3620	8	107	0
2020-12-31	3612	51	107	3
2020-12-30	3561	142	104	13
2020-12-29	3419	34	91	0
2020-12-28	3385	12	91	0
2020-12-27	3373	6	91	1
2020-12-26	3367	10	90	0
2020-12-25	3357	64	90	0
2020-12-23	3293	43	90	1
2020-12-22	3250	28	89	0
2020-12-21	3222	32	89	2
2020-12-20	3190	14	87	0
2020-12-19	3176	25	87	4
2020-12-18	3151	54	83	0
2020-12-17	3097	49	83	0
2020-12-16	3048	82	83	2
2020-12-15	2966	86	81	5
2020-12-14	2880	19	76	0
2020-12-13	2861	16	76	0
2020-12-12	2845	37	76	1
2020-12-11	2808	47	75	2
2020-12-10	2761	88	73	9
2020-12-09	2673	60	64	1
2020-12-08	2613	37	63	0
2020-12-07	2576	29	63	0
2020-12-06	2547	15	63	0
2020-12-05	2532	39	63	1
2020-12-04	2493	40	62	3
2020-12-03	2453	40	59	1
2020-12-02	2413	72	58	2
2020-12-01	2341	46	56	0
2020-11-30	2295	30	56	2
2020-11-29	2265	13	54	1
2020-11-28	2252	15	53	0
2020-11-27	2237	71	53	6
2020-11-26	2166	56	47	4
2020-11-25	2110	38	43	1
2020-11-24	2072	61	42	7
2020-11-23	2011	22	35	0
2020-11-22	1989	15	35	0
2020-11-21	1974	28	35	7
2020-11-20	1946	45	28	0
2020-11-19	1901	60	28	5
2020-11-18	1841	30	23	0
2020-11-17	1811	40	23	3
2020-11-16	1771	28	20	0
2020-11-15	1743	7	20	0
2020-11-14	1736	23	20	1
2020-11-13	1713	50	19	3
2020-11-12	1663	42	16	1
2020-11-11	1621	54	15	0
2020-11-10	1567	39	15	0
2020-11-09	1528	12	15	0
2020-11-08	1516	9	15	0
2020-11-07	1507	49	15	0
2020-11-06	1458	21	15	0
2020-11-05	1437	52	15	0
2020-11-04	1385	34	15	0
2020-11-03	1351	40	15	0
2020-11-02	1311	27	15	0
2020-11-01	1284	11	15	0
2020-10-31	1273	65	15	4
2020-10-30	1208	21	11	0
2020-10-29	1187	26	11	0
2020-10-28	1161	61	11	1
2020-10-27	1100	22	10	1
2020-10-26	1078	22	9	0
2020-10-25	1056	6	9	0
2020-10-24	1050	24	9	0
2020-10-23	1026	28	9	0
2020-10-22	998	25	9	1
2020-10-21	973	16	8	0
2020-10-20	957	31	8	0
2020-10-19	926	5	8	0
2020-10-18	921	4	8	0
2020-10-17	917	8	8	0
2020-10-16	909	5	8	0
2020-10-15	904	17	8	0
2020-10-14	887	20	8	1
2020-10-13	867	13	7	0
2020-10-12	854	6	7	0
2020-10-11	848	3	7	0
2020-10-10	845	8	7	0
2020-10-09	837	16	7	0
2020-10-08	821	14	7	0
2020-10-07	807	15	7	0
2020-10-06	792	5	7	0
2020-10-05	787	4	7	0
2020-10-03	783	5	7	0
2020-10-02	778	5	7	1
2020-10-01	773	2	6	0
2020-09-30	771	7	6	0
2020-09-29	764	8	6	0
2020-09-28	756	3	6	0
2020-09-26	753	4	6	0
2020-09-25	749	11	6	0
2020-09-24	738	1	6	0
2020-09-23	737	2	6	0
2020-09-22	735	6	6	0
2020-09-21	729	4	6	0
2020-09-19	725	4	6	0
2020-09-18	721	4	6	0
2020-09-17	717	5	6	1
2020-09-16	712	8	5	0
2020-09-15	704	9	5	0
2020-09-14	695	5	5	0
2020-09-13	690	1	5	0
2020-09-12	689	1	5	0
2020-09-11	688	5	5	0
2020-09-10	683	4	5	0
2020-09-09	679	8	5	0
2020-09-08	671	2	5	0
2020-09-07	669	2	5	0
2020-09-06	667	4	5	0
2020-09-05	663	2	5	0
2020-09-04	661	3	5	0
2020-09-03	658	4	5	0
2020-09-02	654	9	5	0
2020-09-01	645	2	5	0
2020-08-31	643	3	5	0
2020-08-29	640	3	5	0
2020-08-28	637	6	5	0
2020-08-27	631	4	5	0
2020-08-26	627	3	5	0
2020-08-25	624	10	5	0
2020-08-24	614	2	5	0
2020-08-23	612	1	5	0
2020-08-22	611	11	5	0
2020-08-21	600	5	5	0
2020-08-20	595	9	5	0
2020-08-19	586	8	5	0
2020-08-18	578	5	5	0
2020-08-17	573	15	5	0
2020-08-16	558	5	5	0
2020-08-15	553	4	5	0
2020-08-14	549	3	5	0
2020-08-13	546	2	5	0
2020-08-12	544	4	5	0
2020-08-10	540	1	5	0
2020-08-08	539	1	5	0
2020-08-06	538	1	5	0
2020-08-03	537	1	5	0
2020-08-02	536	1	5	0
2020-07-29	535	1	5	0
2020-07-28	534	3	5	0
2020-07-25	531	2	5	0
2020-07-24	529	1	5	0
2020-07-22	528	2	5	0
2020-07-17	526	1	5	0
2020-07-14	525	2	5	0
2020-07-10	523	2	5	0
2020-07-08	521	1	5	0
2020-07-06	520	1	5	0
2020-07-04	519	1	5	0
2020-07-03	518	1	5	0
2020-06-12	517	1	5	0
2020-06-08	516	1	5	0
2020-06-05	515	1	5	0
2020-06-04	514	2	5	0
2020-06-02	512	2	5	0
2020-05-29	510	2	5	0
2020-05-28	508	3	5	0
2020-05-27	505	4	5	0
2020-05-25	501	1	5	0
2020-05-23	500	3	5	0
2020-05-18	497	1	5	0
2020-05-15	496	4	5	0
2020-05-14	492	3	5	0
2020-05-13	489	11	5	0
2020-05-12	478	5	5	0
2020-05-11	473	4	5	0
2020-05-09	469	1	5	0
2020-05-07	468	2	5	0
2020-05-06	466	2	5	0
2020-05-05	464	1	5	0
2020-05-04	463	1	5	0
2020-05-01	462	3	5	0
2020-04-30	459	1	5	0
2020-04-29	458	15	5	0
2020-04-28	443	2	5	0
2020-04-27	441	6	5	0
2020-04-25	435	3	5	0
2020-04-24	432	12	5	0
2020-04-23	420	10	5	0
2020-04-22	410	10	5	0
2020-04-21	400	1	5	0
2020-04-20	399	6	5	0
2020-04-19	393	1	5	0
2020-04-18	392	2	5	0
2020-04-17	390	6	5	0
2020-04-16	384	5	5	0
2020-04-15	379	19	5	0
2020-04-14	360	2	5	1
2020-04-13	358	4	4	0
2020-04-12	354	5	4	0
2020-04-11	349	2	4	1
2020-04-10	347	7	3	0
2020-04-09	340	17	3	0
2020-04-08	323	25	3	0
2020-04-07	298	6	3	0
2020-04-06	292	8	3	0
2020-04-05	284	2	3	0
2020-04-04	282	14	3	0
2020-04-03	268	22	3	0
2020-04-02	246	20	3	0
2020-04-01	226	15	3	1
2020-03-31	211	19	2	0
2020-03-30	192	16	2	0
2020-03-29	176	5	2	0
2020-03-28	171	21	2	0
2020-03-27	150	16	2	0
2020-03-26	134	18	2	0
2020-03-25	116	26	2	0
2020-03-24	90	17	2	1
2020-03-23	73	12	1	0
2020-03-22	61	9	1	0
2020-03-20	52	8	1	0
2020-03-19	44	2	1	1
2020-03-18	42	8	0	0
2020-03-17	34	3	0	0
2020-03-16	31	4	0	0
2020-03-15	27	3	0	0
2020-03-13	24	4	0	0
2020-03-12	20	4	0	0
2020-03-10	16	5	0	0
2020-03-09	11	2	0	0
2020-03-08	9	3	0	0
2020-03-07	6	1	0	0
2020-03-06	5	3	0	0
2020-03-03	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: 0:03:13.447186