Germany: LK Eichstätt (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 10:40:13 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Eichstätt")
print(f'Population of country="Germany", subregion="LK Eichstätt": {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 Eichstätt": 133634 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	69273	27	156	0
2023-03-03	69246	9	156	0
2023-03-02	69237	12	156	0
2023-03-01	69225	8	156	0
2023-02-28	69217	23	156	0
2023-02-27	69194	39	156	0
2023-02-24	69155	22	156	0
2023-02-23	69133	21	156	0
2023-02-22	69112	19	156	0
2023-02-21	69093	33	156	0
2023-02-20	69060	36	156	0
2023-02-17	69024	15	156	0
2023-02-16	69009	37	156	0
2023-02-15	68972	36	156	0
2023-02-14	68936	71	156	0
2023-02-13	68865	40	156	0
2023-02-10	68825	10	156	0
2023-02-09	68815	20	156	0
2023-02-08	68795	24	156	0
2023-02-07	68771	35	156	0
2023-02-06	68736	36	156	2
2023-02-03	68700	23	154	0
2023-02-02	68677	17	154	0
2023-02-01	68660	26	154	0
2023-01-31	68634	35	154	0
2023-01-30	68599	22	154	0
2023-01-27	68577	11	154	0
2023-01-26	68566	13	154	0
2023-01-25	68553	25	154	0
2023-01-24	68528	23	154	0
2023-01-23	68505	27	154	0
2023-01-20	68478	15	154	0
2023-01-19	68463	12	154	0
2023-01-18	68451	19	154	0
2023-01-17	68432	18	154	0
2023-01-16	68414	21	154	0
2023-01-13	68393	16	154	0
2023-01-12	68377	10	154	0
2023-01-11	68367	10	154	0
2023-01-10	68357	36	154	0
2023-01-09	68321	35	154	0
2023-01-05	68286	16	154	0
2023-01-04	68270	19	154	0
2023-01-03	68251	29	154	0
2023-01-02	68222	25	154	1
2022-12-30	68197	10	153	1
2022-12-29	68187	15	152	0
2022-12-28	68172	37	152	0
2022-12-27	68135	55	152	0
2022-12-23	68080	11	152	0
2022-12-22	68069	26	152	0
2022-12-21	68043	18	152	0
2022-12-20	68025	33	152	0
2022-12-19	67992	27	152	1
2022-12-16	67965	18	151	0
2022-12-15	67947	17	151	0
2022-12-14	67930	29	151	0
2022-12-13	67901	32	151	0
2022-12-12	67869	41	151	1
2022-12-09	67828	14	150	0
2022-12-08	67814	18	150	0
2022-12-07	67796	25	150	0
2022-12-06	67771	36	150	0
2022-12-05	67735	30	150	0
2022-12-02	67705	20	150	0
2022-12-01	67685	17	150	0
2022-11-30	67668	32	150	0
2022-11-29	67636	35	150	0
2022-11-28	67601	26	150	1
2022-11-25	67575	16	149	0
2022-11-24	67559	22	149	0
2022-11-23	67537	24	149	0
2022-11-22	67513	23	149	0
2022-11-21	67490	30	149	0
2022-11-18	67460	15	149	0
2022-11-17	67445	13	149	0
2022-11-16	67432	34	149	0
2022-11-15	67398	23	149	0
2022-11-14	67375	30	149	0
2022-11-11	67345	28	149	0
2022-11-10	67317	17	149	0
2022-11-09	67300	28	149	0
2022-11-08	67272	55	149	0
2022-11-07	67217	54	149	0
2022-11-04	67163	55	149	0
2022-11-03	67108	42	149	0
2022-11-02	67066	118	149	0
2022-10-28	66948	40	149	0
2022-10-27	66908	39	149	0
2022-10-26	66869	79	149	0
2022-10-25	66790	113	149	0
2022-10-24	66677	116	149	0
2022-10-21	66561	82	149	0
2022-10-20	66479	80	149	1
2022-10-19	66399	142	148	0
2022-10-18	66257	186	148	0
2022-10-17	66071	237	148	1
2022-10-14	65834	86	147	0
2022-10-13	65748	186	147	0
2022-10-12	65562	218	147	0
2022-10-11	65344	239	147	0
2022-10-10	65105	343	147	0
2022-10-07	64762	154	147	0
2022-10-06	64608	253	147	0
2022-10-05	64355	248	147	0
2022-10-04	64107	338	147	0
2022-09-30	63769	173	147	0
2022-09-29	63596	167	147	0
2022-09-28	63429	248	147	1
2022-09-27	63181	292	146	0
2022-09-26	62889	282	146	1
2022-09-23	62607	174	145	0
2022-09-22	62433	182	145	0
2022-09-21	62251	256	145	0
2022-09-20	61995	300	145	0
2022-09-19	61695	373	145	0
2022-09-16	61322	203	145	1
2022-09-15	61119	281	144	0
2022-09-14	60838	255	144	0
2022-09-13	60583	275	144	0
2022-09-12	60308	140	144	0
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2022-09-07	60007	85	144	0
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2022-08-31	59638	55	144	0
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2022-08-29	59493	79	144	0
2022-08-26	59414	32	144	0
2022-08-25	59382	36	144	0
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2022-08-12	58774	58	144	1
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2022-07-29	57755	132	143	1
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2022-07-27	57527	188	142	0
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2022-07-16	55238	1	141	0
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2021-08-25	5333	21	86	0
2021-08-24	5312	25	86	0
2021-08-23	5287	2	86	0
2021-08-22	5285	1	86	0
2021-08-21	5284	19	86	0
2021-08-20	5265	14	86	0
2021-08-19	5251	10	86	0
2021-08-18	5241	15	86	0
2021-08-17	5226	25	86	0
2021-08-16	5201	1	86	0
2021-08-15	5200	4	86	0
2021-08-14	5196	8	86	0
2021-08-13	5188	20	86	0
2021-08-12	5168	12	86	0
2021-08-11	5156	8	86	0
2021-08-10	5148	8	86	0
2021-08-09	5140	1	86	0
2021-08-08	5139	1	86	0
2021-08-06	5138	2	86	0
2021-08-05	5136	4	86	0
2021-08-04	5132	5	86	0
2021-08-03	5127	9	86	0
2021-08-02	5118	1	86	0
2021-07-31	5117	3	86	0
2021-07-30	5114	1	86	0
2021-07-29	5113	1	86	0
2021-07-28	5112	4	86	0
2021-07-27	5108	4	86	0
2021-07-25	5104	1	86	0
2021-07-24	5103	2	86	0
2021-07-23	5101	1	86	0
2021-07-22	5100	3	86	0
2021-07-20	5097	7	86	0
2021-07-17	5090	2	86	0
2021-07-16	5088	1	86	0
2021-07-14	5087	3	86	0
2021-07-13	5084	3	86	0
2021-07-07	5081	3	86	0
2021-07-06	5078	2	86	0
2021-07-03	5076	2	86	0
2021-07-01	5074	3	86	0
2021-06-30	5071	2	86	0
2021-06-29	5069	1	86	0
2021-06-26	5068	2	86	0
2021-06-25	5066	2	86	0
2021-06-23	5064	2	86	0
2021-06-22	5062	2	86	0
2021-06-19	5060	2	86	0
2021-06-18	5058	3	86	0
2021-06-17	5055	2	86	0
2021-06-16	5053	5	86	0
2021-06-15	5048	2	86	0
2021-06-13	5046	2	86	0
2021-06-12	5044	2	86	0
2021-06-10	5042	3	86	0
2021-06-09	5039	7	86	0
2021-06-08	5032	7	86	0
2021-06-07	5025	1	86	0
2021-06-06	5024	2	86	0
2021-06-05	5022	1	86	0
2021-06-04	5021	1	86	0
2021-06-03	5020	2	86	0
2021-06-02	5018	3	86	0
2021-06-01	5015	5	86	0
2021-05-29	5010	1	86	0
2021-05-28	5009	3	86	0
2021-05-27	5006	7	86	0
2021-05-26	4999	17	86	0
2021-05-24	4982	1	86	0
2021-05-23	4981	5	86	0
2021-05-22	4976	10	86	1
2021-05-21	4966	8	85	0
2021-05-20	4958	7	85	0
2021-05-19	4951	10	85	0
2021-05-18	4941	12	85	0
2021-05-17	4929	1	85	0
2021-05-16	4928	11	85	0
2021-05-15	4917	13	85	0
2021-05-14	4904	4	85	0
2021-05-13	4900	9	85	0
2021-05-12	4891	11	85	0
2021-05-11	4880	20	85	0
2021-05-10	4860	2	85	0
2021-05-09	4858	2	85	0
2021-05-08	4856	9	85	0
2021-05-07	4847	34	85	0
2021-05-06	4813	22	85	0
2021-05-05	4791	29	85	0
2021-05-04	4762	10	85	0
2021-05-03	4752	3	85	0
2021-05-02	4749	17	85	0
2021-05-01	4732	16	85	0
2021-04-30	4716	17	85	0
2021-04-29	4699	34	85	0
2021-04-28	4665	33	85	1
2021-04-27	4632	26	84	0
2021-04-26	4606	4	84	0
2021-04-25	4602	15	84	0
2021-04-24	4587	25	84	0
2021-04-23	4562	27	84	0
2021-04-22	4535	50	84	0
2021-04-21	4485	62	84	0
2021-04-20	4423	44	84	0
2021-04-19	4379	6	84	0
2021-04-18	4373	11	84	1
2021-04-17	4362	23	83	0
2021-04-16	4339	31	83	0
2021-04-15	4308	35	83	0
2021-04-14	4273	56	83	1
2021-04-13	4217	31	82	0
2021-04-12	4186	2	82	0
2021-04-11	4184	11	82	0
2021-04-10	4173	38	82	0
2021-04-09	4135	46	82	3
2021-04-08	4089	52	79	0
2021-04-07	4037	37	79	3
2021-04-06	4000	13	76	0
2021-04-05	3987	11	76	0
2021-04-04	3976	12	76	0
2021-04-03	3964	23	76	1
2021-04-02	3941	40	75	0
2021-04-01	3901	34	75	0
2021-03-31	3867	43	75	0
2021-03-30	3824	27	75	1
2021-03-29	3797	21	74	1
2021-03-28	3776	20	73	0
2021-03-27	3756	27	73	0
2021-03-26	3729	34	73	0
2021-03-25	3695	62	73	0
2021-03-24	3633	45	73	0
2021-03-23	3588	30	73	1
2021-03-22	3558	3	72	0
2021-03-21	3555	5	72	0
2021-03-20	3550	29	72	1
2021-03-19	3521	24	71	0
2021-03-18	3497	21	71	0
2021-03-17	3476	19	71	0
2021-03-16	3457	12	71	0
2021-03-14	3445	3	71	0
2021-03-13	3442	11	71	0
2021-03-11	3431	2	71	0
2021-03-10	3429	5	71	0
2021-03-09	3424	9	71	0
2021-03-08	3415	2	71	0
2021-03-07	3413	1	71	0
2021-03-06	3412	3	71	0
2021-03-05	3409	5	71	0
2021-03-04	3404	6	71	0
2021-03-03	3398	5	71	0
2021-03-02	3393	2	71	0
2021-03-01	3391	1	71	0
2021-02-28	3390	2	71	0
2021-02-27	3388	6	71	0
2021-02-26	3382	17	71	0
2021-02-25	3365	11	71	0
2021-02-24	3354	7	71	0
2021-02-23	3347	7	71	0
2021-02-21	3340	6	71	0
2021-02-20	3334	9	71	0
2021-02-19	3325	5	71	0
2021-02-18	3320	3	71	0
2021-02-17	3317	14	71	0
2021-02-16	3303	9	71	0
2021-02-14	3294	5	71	0
2021-02-13	3289	5	71	0
2021-02-12	3284	11	71	0
2021-02-11	3273	3	71	0
2021-02-10	3270	7	71	0
2021-02-09	3263	5	71	0
2021-02-07	3258	1	71	0
2021-02-06	3257	5	71	0
2021-02-05	3252	6	71	0
2021-02-04	3246	6	71	0
2021-02-03	3240	9	71	1
2021-02-02	3231	10	70	1
2021-02-01	3221	1	69	0
2021-01-31	3220	6	69	0
2021-01-30	3214	13	69	0
2021-01-29	3201	4	69	0
2021-01-28	3197	12	69	0
2021-01-27	3185	26	69	2
2021-01-26	3159	35	67	2
2021-01-25	3124	5	65	0
2021-01-24	3119	17	65	0
2021-01-23	3102	20	65	1
2021-01-22	3082	20	64	0
2021-01-21	3062	24	64	1
2021-01-20	3038	16	63	0
2021-01-19	3022	19	63	1
2021-01-18	3003	13	62	0
2021-01-17	2990	9	62	2
2021-01-16	2981	30	60	0
2021-01-15	2951	19	60	0
2021-01-14	2932	23	60	0
2021-01-13	2909	33	60	0
2021-01-12	2876	35	60	2
2021-01-11	2841	14	58	0
2021-01-10	2827	9	58	0
2021-01-09	2818	17	58	0
2021-01-08	2801	33	58	0
2021-01-07	2768	27	58	1
2021-01-06	2741	51	57	0
2021-01-05	2690	37	57	1
2021-01-04	2653	10	56	0
2021-01-03	2643	21	56	0
2021-01-02	2622	6	56	0
2021-01-01	2616	23	56	0
2020-12-31	2593	32	56	0
2020-12-30	2561	73	56	1
2020-12-29	2488	41	55	0
2020-12-28	2447	30	55	0
2020-12-27	2417	14	55	0
2020-12-26	2403	2	55	0
2020-12-25	2401	19	55	0
2020-12-24	2382	44	55	0
2020-12-23	2338	51	55	1
2020-12-22	2287	56	54	1
2020-12-21	2231	15	53	0
2020-12-20	2216	23	53	0
2020-12-19	2193	20	53	0
2020-12-18	2173	44	53	1
2020-12-17	2129	41	52	1
2020-12-16	2088	54	51	0
2020-12-15	2034	26	51	0
2020-12-14	2008	8	51	0
2020-12-13	2000	23	51	0
2020-12-12	1977	28	51	0
2020-12-11	1949	34	51	0
2020-12-10	1915	59	51	1
2020-12-09	1856	43	50	1
2020-12-08	1813	26	49	1
2020-12-07	1787	11	48	1
2020-12-06	1776	33	47	1
2020-12-05	1743	23	46	0
2020-12-04	1720	19	46	1
2020-12-03	1701	24	45	1
2020-12-02	1677	44	44	3
2020-12-01	1633	14	41	0
2020-11-30	1619	14	41	0
2020-11-29	1605	11	41	0
2020-11-28	1594	58	41	6
2020-11-27	1536	44	35	0
2020-11-26	1492	50	35	2
2020-11-25	1442	50	33	1
2020-11-24	1392	25	32	0
2020-11-23	1367	20	32	1
2020-11-22	1347	36	31	0
2020-11-21	1311	42	31	0
2020-11-20	1269	29	31	1
2020-11-19	1240	60	30	0
2020-11-18	1180	40	30	1
2020-11-17	1140	28	29	0
2020-11-16	1112	24	29	0
2020-11-15	1088	18	29	1
2020-11-14	1070	32	28	0
2020-11-13	1038	34	28	1
2020-11-12	1004	43	27	1
2020-11-11	961	26	26	0
2020-11-10	935	19	26	0
2020-11-09	916	28	26	1
2020-11-08	888	22	25	0
2020-11-07	866	35	25	1
2020-11-06	831	33	24	2
2020-11-05	798	29	22	1
2020-11-04	769	26	21	0
2020-11-03	743	19	21	0
2020-11-02	724	14	21	0
2020-11-01	710	16	21	0
2020-10-31	694	17	21	0
2020-10-30	677	25	21	0
2020-10-29	652	20	21	0
2020-10-28	632	30	21	0
2020-10-27	602	16	21	1
2020-10-26	586	3	20	0
2020-10-25	583	18	20	0
2020-10-24	565	6	20	0
2020-10-23	559	16	20	0
2020-10-22	543	11	20	0
2020-10-21	532	24	20	0
2020-10-20	508	4	20	0
2020-10-19	504	5	20	0
2020-10-18	499	7	20	0
2020-10-17	492	8	20	0
2020-10-16	484	12	20	0
2020-10-15	472	9	20	0
2020-10-14	463	9	20	0
2020-10-13	454	5	20	0
2020-10-12	449	1	20	0
2020-10-11	448	6	20	0
2020-10-10	442	3	20	0
2020-10-08	439	1	20	0
2020-10-06	438	1	20	0
2020-10-05	437	2	20	0
2020-10-03	435	1	20	0
2020-10-02	434	3	20	0
2020-09-30	431	2	20	0
2020-09-29	429	1	20	0
2020-09-28	428	1	20	0
2020-09-27	427	7	20	0
2020-09-26	420	1	20	0
2020-09-25	419	1	20	0
2020-09-24	418	1	20	0
2020-09-23	417	1	20	0
2020-09-22	416	1	20	0
2020-09-19	415	1	20	0
2020-09-17	414	1	20	0
2020-09-16	413	6	20	0
2020-09-15	407	1	20	0
2020-09-14	406	2	20	0
2020-09-12	404	1	20	0
2020-09-11	403	2	20	0
2020-09-10	401	3	20	0
2020-09-09	398	1	20	0
2020-09-08	397	3	20	0
2020-09-06	394	1	20	0
2020-09-05	393	3	20	0
2020-09-04	390	6	20	0
2020-09-03	384	5	20	0
2020-09-02	379	7	20	0
2020-09-01	372	2	20	0
2020-08-31	370	1	20	0
2020-08-30	369	1	20	0
2020-08-29	368	2	20	0
2020-08-28	366	2	20	0
2020-08-27	364	1	20	0
2020-08-26	363	7	20	0
2020-08-25	356	3	20	0
2020-08-24	353	2	20	0
2020-08-23	351	3	20	0
2020-08-22	348	3	20	0
2020-08-21	345	3	20	0
2020-08-20	342	2	20	0
2020-08-19	340	2	20	0
2020-08-18	338	2	20	0
2020-08-17	336	1	20	0
2020-08-16	335	4	20	0
2020-08-15	331	1	20	0
2020-08-14	330	4	20	0
2020-08-13	326	2	20	0
2020-08-12	324	1	20	0
2020-08-11	323	2	20	0
2020-08-10	321	5	20	0
2020-08-08	316	1	20	0
2020-08-02	315	1	20	0
2020-07-25	314	2	20	0
2020-07-24	312	4	20	0
2020-07-22	308	3	20	0
2020-06-26	305	1	20	0
2020-06-24	304	1	20	0
2020-06-16	303	2	20	1
2020-06-13	301	1	19	0
2020-06-12	300	1	19	0
2020-06-11	299	1	19	0
2020-06-10	298	1	19	0
2020-06-09	297	4	19	0
2020-06-05	293	2	19	0
2020-05-31	291	1	19	0
2020-05-29	290	1	19	0
2020-05-25	289	1	19	0
2020-05-19	288	4	19	2
2020-05-14	284	1	17	0
2020-05-10	283	1	17	0
2020-05-09	282	1	17	0
2020-05-08	281	3	17	0
2020-05-07	278	1	17	0
2020-05-06	277	2	17	0
2020-05-05	275	2	17	0
2020-05-04	273	1	17	0
2020-05-01	272	2	17	0
2020-04-30	270	2	17	0
2020-04-29	268	4	17	1
2020-04-28	264	1	16	0
2020-04-27	263	4	16	0
2020-04-25	259	2	16	0
2020-04-24	257	3	16	0
2020-04-23	254	4	16	0
2020-04-22	250	6	16	1
2020-04-21	244	4	15	1
2020-04-20	240	7	14	1
2020-04-18	233	11	13	0
2020-04-17	222	11	13	0
2020-04-16	211	5	13	0
2020-04-15	206	9	13	0
2020-04-14	197	2	13	0
2020-04-13	195	4	13	1
2020-04-12	191	2	12	1
2020-04-11	189	4	11	0
2020-04-10	185	13	11	2
2020-04-09	172	8	9	0
2020-04-08	164	9	9	2
2020-04-07	155	9	7	0
2020-04-06	146	15	7	1
2020-04-05	131	2	6	0
2020-04-04	129	6	6	0
2020-04-03	123	12	6	0
2020-04-02	111	4	6	1
2020-04-01	107	9	5	0
2020-03-31	98	17	5	0
2020-03-30	81	9	5	2
2020-03-28	72	19	3	1
2020-03-27	53	5	2	0
2020-03-26	48	6	2	0
2020-03-25	42	7	2	1
2020-03-24	35	5	1	0
2020-03-23	30	3	1	0
2020-03-22	27	2	1	0
2020-03-21	25	10	1	1
2020-03-20	15	2	0	0
2020-03-19	13	7	0	0
2020-03-18	6	3	0	0
2020-03-17	3	1	0	0
2020-03-13	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: 0:03:59.986731