Germany: LK Altenkirchen (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 14:32:24 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Altenkirchen")
print(f'Population of country="Germany", subregion="LK Altenkirchen": {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 Altenkirchen": 129261 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	51893	21	181	0
2023-03-03	51872	13	181	0
2023-03-02	51859	25	181	0
2023-03-01	51834	65	181	0
2023-02-28	51769	47	181	0
2023-02-27	51722	114	181	0
2023-02-24	51608	58	181	0
2023-02-23	51550	55	181	0
2023-02-22	51495	33	181	0
2023-02-21	51462	35	181	0
2023-02-20	51427	39	181	0
2023-02-19	51388	1	181	0
2023-02-17	51387	12	181	0
2023-02-16	51375	42	181	0
2023-02-15	51333	22	181	0
2023-02-14	51311	35	181	0
2023-02-13	51276	45	181	1
2023-02-10	51231	5	180	0
2023-02-09	51226	16	180	0
2023-02-08	51210	19	180	1
2023-02-07	51191	26	179	0
2023-02-06	51165	25	179	0
2023-02-03	51140	12	179	0
2023-02-02	51128	16	179	0
2023-02-01	51112	7	179	0
2023-01-31	51105	19	179	1
2023-01-30	51086	22	178	0
2023-01-27	51064	6	178	0
2023-01-26	51058	6	178	0
2023-01-25	51052	17	178	0
2023-01-24	51035	8	178	0
2023-01-23	51027	17	178	0
2023-01-20	51010	8	178	0
2023-01-19	51002	11	178	0
2023-01-18	50991	8	178	0
2023-01-17	50983	21	178	0
2023-01-16	50962	21	178	0
2023-01-13	50941	15	178	0
2023-01-12	50926	16	178	0
2023-01-11	50910	21	178	0
2023-01-10	50889	21	178	0
2023-01-09	50868	38	178	0
2023-01-06	50830	12	178	0
2023-01-05	50818	30	178	0
2023-01-04	50788	56	178	0
2023-01-03	50732	46	178	0
2023-01-02	50686	76	178	0
2022-12-30	50610	32	178	0
2022-12-29	50578	50	178	0
2022-12-28	50528	53	178	1
2022-12-27	50475	103	177	0
2022-12-23	50372	48	177	1
2022-12-22	50324	67	176	1
2022-12-21	50257	82	175	0
2022-12-20	50175	76	175	2
2022-12-19	50099	92	173	0
2022-12-16	50007	41	173	1
2022-12-15	49966	49	172	0
2022-12-14	49917	61	172	0
2022-12-13	49856	55	172	1
2022-12-12	49801	71	171	2
2022-12-09	49730	30	169	0
2022-12-08	49700	47	169	0
2022-12-07	49653	34	169	0
2022-12-06	49619	44	169	0
2022-12-05	49575	55	169	0
2022-12-02	49520	24	169	0
2022-12-01	49496	34	169	0
2022-11-30	49462	30	169	0
2022-11-29	49432	33	169	0
2022-11-28	49399	92	169	0
2022-11-24	49307	29	169	1
2022-11-23	49278	64	168	0
2022-11-22	49214	52	168	0
2022-11-21	49162	99	168	1
2022-11-18	49063	44	167	0
2022-11-17	49019	45	167	0
2022-11-16	48974	62	167	0
2022-11-15	48912	93	167	2
2022-11-14	48819	89	165	0
2022-11-11	48730	41	165	0
2022-11-10	48689	26	165	0
2022-11-09	48663	69	165	0
2022-11-08	48594	69	165	0
2022-11-07	48525	97	165	0
2022-11-04	48428	64	165	0
2022-11-03	48364	87	165	0
2022-11-02	48277	103	165	0
2022-10-31	48174	176	165	2
2022-10-28	47998	84	163	0
2022-10-27	47914	109	163	0
2022-10-26	47805	109	163	0
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2022-10-19	47080	220	163	0
2022-10-18	46860	209	163	0
2022-10-17	46651	285	163	1
2022-10-14	46366	153	162	0
2022-10-13	46213	188	162	1
2022-10-12	46025	227	161	2
2022-10-11	45798	214	159	1
2022-10-10	45584	440	158	3
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2022-09-27	44011	115	155	0
2022-09-26	43896	170	155	1
2022-09-23	43726	77	154	0
2022-09-22	43649	106	154	0
2022-09-21	43543	94	154	0
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2021-08-17	5052	16	100	0
2021-08-16	5036	3	100	0
2021-08-15	5033	8	100	0
2021-08-14	5025	9	100	0
2021-08-13	5016	13	100	0
2021-08-12	5003	12	100	0
2021-08-11	4991	5	100	0
2021-08-10	4986	5	100	0
2021-08-07	4981	10	100	0
2021-08-06	4971	3	100	0
2021-08-05	4968	4	100	0
2021-08-04	4964	3	100	0
2021-08-02	4961	5	100	0
2021-08-01	4956	2	100	0
2021-07-30	4954	1	100	0
2021-07-29	4953	5	100	0
2021-07-28	4948	4	100	0
2021-07-26	4944	1	100	0
2021-07-24	4943	2	100	0
2021-07-21	4941	3	100	0
2021-07-20	4938	1	100	0
2021-07-19	4937	1	100	0
2021-07-14	4936	2	100	0
2021-07-13	4934	4	100	0
2021-07-12	4930	1	100	0
2021-07-03	4929	1	100	0
2021-06-30	4928	1	100	0
2021-06-26	4927	1	100	0
2021-06-25	4926	2	100	0
2021-06-24	4924	1	100	0
2021-06-23	4923	1	100	0
2021-06-19	4922	1	100	0
2021-06-18	4921	1	100	0
2021-06-17	4920	2	100	0
2021-06-16	4918	6	100	0
2021-06-15	4912	3	100	0
2021-06-14	4909	6	100	0
2021-06-13	4903	2	100	0
2021-06-12	4901	3	100	0
2021-06-11	4898	2	100	0
2021-06-10	4896	2	100	0
2021-06-09	4894	6	100	0
2021-06-08	4888	8	100	0
2021-06-06	4880	1	100	0
2021-06-05	4879	9	100	0
2021-06-04	4870	2	100	0
2021-06-03	4868	6	100	0
2021-06-02	4862	4	100	0
2021-06-01	4858	5	100	0
2021-05-31	4853	2	100	0
2021-05-30	4851	4	100	0
2021-05-29	4847	5	100	0
2021-05-28	4842	4	100	0
2021-05-27	4838	7	100	0
2021-05-26	4831	10	100	0
2021-05-25	4821	2	100	0
2021-05-23	4819	11	100	0
2021-05-22	4808	14	100	0
2021-05-21	4794	10	100	0
2021-05-20	4784	9	100	0
2021-05-19	4775	22	100	0
2021-05-18	4753	26	100	0
2021-05-17	4727	4	100	0
2021-05-16	4723	13	100	0
2021-05-15	4710	8	100	0
2021-05-14	4702	14	100	0
2021-05-13	4688	17	100	0
2021-05-12	4671	31	100	0
2021-05-11	4640	17	100	0
2021-05-10	4623	2	100	0
2021-05-09	4621	24	100	1
2021-05-08	4597	36	99	0
2021-05-07	4561	28	99	0
2021-05-06	4533	39	99	3
2021-05-05	4494	45	96	0
2021-05-04	4449	36	96	1
2021-05-03	4413	2	95	0
2021-05-02	4411	17	95	0
2021-05-01	4394	26	95	0
2021-04-30	4368	20	95	0
2021-04-29	4348	28	95	0
2021-04-28	4320	44	95	0
2021-04-27	4276	35	95	0
2021-04-26	4241	3	95	0
2021-04-25	4238	30	95	0
2021-04-24	4208	28	95	0
2021-04-23	4180	29	95	0
2021-04-22	4151	25	95	0
2021-04-21	4126	33	95	1
2021-04-20	4093	15	94	1
2021-04-19	4078	5	93	1
2021-04-18	4073	23	92	0
2021-04-17	4050	12	92	0
2021-04-16	4038	28	92	0
2021-04-15	4010	38	92	0
2021-04-14	3972	60	92	0
2021-04-13	3912	26	92	0
2021-04-12	3886	19	92	0
2021-04-11	3867	29	92	0
2021-04-10	3838	23	92	0
2021-04-09	3815	27	92	0
2021-04-08	3788	40	92	0
2021-04-07	3748	22	92	1
2021-04-06	3726	27	91	1
2021-04-05	3699	16	90	0
2021-04-04	3683	20	90	0
2021-04-03	3663	20	90	0
2021-04-02	3643	23	90	0
2021-04-01	3620	46	90	0
2021-03-31	3574	42	90	0
2021-03-30	3532	13	90	0
2021-03-29	3519	27	90	0
2021-03-28	3492	48	90	0
2021-03-27	3444	39	90	0
2021-03-26	3405	42	90	0
2021-03-25	3363	45	90	0
2021-03-24	3318	54	90	0
2021-03-23	3264	27	90	2
2021-03-22	3237	67	88	0
2021-03-21	3170	26	88	2
2021-03-20	3144	24	86	0
2021-03-19	3120	59	86	1
2021-03-18	3061	22	85	1
2021-03-17	3039	44	84	2
2021-03-16	2995	28	82	0
2021-03-15	2967	23	82	1
2021-03-14	2944	25	81	1
2021-03-13	2919	23	80	1
2021-03-12	2896	27	79	0
2021-03-11	2869	40	79	0
2021-03-10	2829	43	79	2
2021-03-09	2786	27	77	2
2021-03-08	2759	6	75	0
2021-03-07	2753	5	75	0
2021-03-06	2748	42	75	0
2021-03-05	2706	20	75	1
2021-03-04	2686	34	74	0
2021-03-03	2652	42	74	2
2021-03-02	2610	15	72	1
2021-03-01	2595	13	71	0
2021-02-28	2582	21	71	0
2021-02-27	2561	25	71	1
2021-02-26	2536	28	70	1
2021-02-25	2508	38	69	1
2021-02-24	2470	45	68	1
2021-02-23	2425	9	67	1
2021-02-22	2416	2	66	0
2021-02-21	2414	15	66	0
2021-02-20	2399	31	66	0
2021-02-19	2368	13	66	0
2021-02-18	2355	7	66	0
2021-02-17	2348	22	66	1
2021-02-16	2326	14	65	1
2021-02-15	2312	6	64	0
2021-02-14	2306	21	64	0
2021-02-13	2285	5	64	1
2021-02-12	2280	18	63	0
2021-02-11	2262	13	63	0
2021-02-10	2249	21	63	0
2021-02-09	2228	8	63	1
2021-02-08	2220	5	62	0
2021-02-07	2215	4	62	0
2021-02-06	2211	14	62	0
2021-02-05	2197	14	62	0
2021-02-04	2183	11	62	0
2021-02-03	2172	13	62	0
2021-02-02	2159	9	62	0
2021-02-01	2150	9	62	1
2021-01-31	2141	6	61	1
2021-01-30	2135	8	60	1
2021-01-29	2127	9	59	0
2021-01-28	2118	13	59	0
2021-01-27	2105	17	59	1
2021-01-26	2088	5	58	0
2021-01-25	2083	9	58	0
2021-01-24	2074	10	58	0
2021-01-23	2064	6	58	0
2021-01-22	2058	13	58	2
2021-01-21	2045	16	56	2
2021-01-20	2029	13	54	0
2021-01-19	2016	24	54	2
2021-01-18	1992	2	52	0
2021-01-17	1990	9	52	0
2021-01-16	1981	15	52	0
2021-01-15	1966	15	52	1
2021-01-14	1951	17	51	1
2021-01-13	1934	41	50	5
2021-01-12	1893	13	45	1
2021-01-11	1880	6	44	0
2021-01-10	1874	1	44	0
2021-01-09	1873	18	44	0
2021-01-08	1855	9	44	0
2021-01-07	1846	45	44	5
2021-01-06	1801	13	39	2
2021-01-05	1788	22	37	1
2021-01-04	1766	6	36	1
2021-01-03	1760	1	35	0
2021-01-02	1759	3	35	0
2021-01-01	1756	5	35	0
2020-12-31	1751	17	35	1
2020-12-30	1734	24	34	4
2020-12-29	1710	18	30	1
2020-12-28	1692	4	29	1
2020-12-27	1688	1	28	0
2020-12-26	1687	8	28	0
2020-12-25	1679	3	28	0
2020-12-24	1676	18	28	0
2020-12-23	1658	20	28	0
2020-12-22	1638	13	28	3
2020-12-21	1625	12	25	2
2020-12-20	1613	17	23	0
2020-12-19	1596	17	23	0
2020-12-18	1579	13	23	0
2020-12-17	1566	34	23	1
2020-12-16	1532	36	22	0
2020-12-15	1496	21	22	0
2020-12-14	1475	10	22	0
2020-12-13	1465	37	22	1
2020-12-12	1428	22	21	0
2020-12-11	1406	19	21	0
2020-12-10	1387	48	21	1
2020-12-09	1339	18	20	0
2020-12-08	1321	26	20	0
2020-12-07	1295	10	20	0
2020-12-06	1285	23	20	0
2020-12-05	1262	40	20	1
2020-12-04	1222	10	19	0
2020-12-03	1212	22	19	0
2020-12-02	1190	21	19	0
2020-12-01	1169	15	19	0
2020-11-30	1154	4	19	0
2020-11-29	1150	12	19	0
2020-11-28	1138	23	19	1
2020-11-27	1115	15	18	0
2020-11-26	1100	21	18	1
2020-11-25	1079	24	17	0
2020-11-24	1055	13	17	0
2020-11-23	1042	12	17	1
2020-11-22	1030	10	16	0
2020-11-21	1020	21	16	0
2020-11-20	999	54	16	2
2020-11-19	945	23	14	0
2020-11-18	922	21	14	0
2020-11-17	901	7	14	0
2020-11-16	894	9	14	0
2020-11-15	885	17	14	0
2020-11-14	868	6	14	0
2020-11-13	862	22	14	0
2020-11-12	840	12	14	0
2020-11-11	828	17	14	0
2020-11-10	811	13	14	0
2020-11-09	798	6	14	0
2020-11-08	792	7	14	0
2020-11-07	785	16	14	0
2020-11-06	769	18	14	0
2020-11-05	751	23	14	1
2020-11-04	728	10	13	0
2020-11-03	718	11	13	0
2020-11-02	707	13	13	1
2020-11-01	694	4	12	0
2020-10-31	690	26	12	0
2020-10-30	664	17	12	0
2020-10-29	647	33	12	0
2020-10-28	614	20	12	1
2020-10-27	594	15	11	0
2020-10-26	579	34	11	0
2020-10-25	545	14	11	0
2020-10-24	531	26	11	0
2020-10-23	505	22	11	0
2020-10-22	483	43	11	0
2020-10-21	440	21	11	0
2020-10-20	419	27	11	0
2020-10-19	392	1	11	0
2020-10-18	391	10	11	0
2020-10-17	381	35	11	0
2020-10-16	346	46	11	0
2020-10-15	300	11	11	0
2020-10-14	289	2	11	0
2020-10-13	287	5	11	0
2020-10-10	282	2	11	0
2020-10-09	280	3	11	0
2020-10-08	277	7	11	0
2020-10-07	270	2	11	0
2020-10-06	268	5	11	0
2020-10-03	263	2	11	0
2020-10-02	261	3	11	0
2020-10-01	258	4	11	0
2020-09-30	254	3	11	0
2020-09-29	251	3	11	0
2020-09-28	248	4	11	0
2020-09-27	244	1	11	0
2020-09-25	243	3	11	0
2020-09-24	240	2	11	0
2020-09-23	238	2	11	0
2020-09-22	236	3	11	0
2020-09-21	233	3	11	0
2020-09-20	230	1	11	0
2020-09-17	229	1	11	0
2020-09-14	228	1	11	0
2020-09-12	227	1	11	0
2020-09-11	226	4	11	0
2020-09-09	222	4	11	0
2020-09-08	218	3	11	0
2020-09-07	215	2	11	0
2020-09-06	213	1	11	1
2020-09-05	212	2	10	0
2020-09-04	210	1	10	0
2020-09-01	209	1	10	0
2020-08-31	208	2	10	0
2020-08-29	206	5	10	0
2020-08-28	201	1	10	0
2020-08-26	200	1	10	0
2020-08-25	199	1	10	0
2020-08-23	198	1	10	0
2020-08-20	197	1	10	0
2020-08-19	196	1	10	0
2020-08-14	195	2	10	0
2020-08-13	193	3	10	0
2020-08-12	190	3	10	0
2020-08-11	187	1	10	0
2020-08-10	186	1	10	0
2020-08-01	185	1	10	0
2020-07-28	184	1	10	0
2020-07-24	183	2	10	0
2020-07-22	181	3	10	0
2020-07-15	178	1	10	0
2020-07-14	177	1	10	0
2020-07-07	176	2	10	0
2020-07-04	174	2	10	0
2020-07-03	172	2	10	0
2020-06-18	170	5	10	0
2020-06-16	165	2	10	0
2020-05-27	163	1	10	0
2020-05-25	162	1	10	0
2020-05-19	161	4	10	0
2020-05-17	157	1	10	0
2020-05-15	156	3	10	0
2020-05-12	153	1	10	0
2020-05-10	152	1	10	0
2020-05-04	151	1	10	0
2020-05-02	150	1	10	0
2020-04-30	149	2	10	0
2020-04-29	147	3	10	0
2020-04-27	144	2	10	0
2020-04-26	142	2	10	0
2020-04-25	140	1	10	0
2020-04-23	139	1	10	0
2020-04-22	138	8	10	0
2020-04-21	130	1	10	0
2020-04-18	129	7	10	0
2020-04-17	122	1	10	1
2020-04-16	121	10	9	2
2020-04-15	111	2	7	0
2020-04-14	109	6	7	0
2020-04-12	103	2	7	0
2020-04-11	101	6	7	2
2020-04-10	95	5	5	0
2020-04-09	90	4	5	0
2020-04-08	86	11	5	5
2020-04-07	75	2	0	0
2020-04-06	73	6	0	0
2020-04-05	67	2	0	0
2020-04-04	65	1	0	0
2020-04-03	64	2	0	0
2020-04-02	62	1	0	0
2020-04-01	61	5	0	0
2020-03-31	56	2	0	0
2020-03-30	54	3	0	0
2020-03-29	51	2	0	0
2020-03-28	49	5	0	0
2020-03-27	44	7	0	0
2020-03-26	37	3	0	0
2020-03-25	34	3	0	0
2020-03-24	31	4	0	0
2020-03-23	27	4	0	0
2020-03-21	23	3	0	0
2020-03-20	20	1	0	0
2020-03-19	19	2	0	0
2020-03-18	17	1	0	0
2020-03-17	16	2	0	0
2020-03-16	14	7	0	0
2020-03-13	7	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: 0:02:57.738047