Germany: LK Neunkirchen (Saarland)

• 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 15:11:11 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Neunkirchen")
print(f'Population of country="Germany", subregion="LK Neunkirchen": {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 Neunkirchen": 130847 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	65599	38	247	0
2023-03-03	65561	18	247	0
2023-03-02	65543	37	247	0
2023-03-01	65506	73	247	0
2023-02-28	65433	114	247	0
2023-02-27	65319	125	247	0
2023-02-24	65194	51	247	0
2023-02-23	65143	74	247	0
2023-02-22	65069	124	247	0
2023-02-21	64945	106	247	0
2023-02-17	64839	37	247	0
2023-02-16	64802	43	247	0
2023-02-15	64759	48	247	0
2023-02-14	64711	79	247	1
2023-02-13	64632	42	246	0
2023-02-10	64590	27	246	0
2023-02-09	64563	29	246	0
2023-02-08	64534	34	246	0
2023-02-07	64500	76	246	0
2023-02-06	64424	58	246	2
2023-02-03	64366	21	244	0
2023-02-02	64345	43	244	0
2023-02-01	64302	38	244	0
2023-01-31	64264	34	244	0
2023-01-30	64230	40	244	0
2023-01-27	64190	19	244	0
2023-01-26	64171	15	244	0
2023-01-25	64156	29	244	0
2023-01-24	64127	32	244	0
2023-01-23	64095	30	244	1
2023-01-20	64065	11	243	0
2023-01-19	64054	19	243	0
2023-01-18	64035	19	243	0
2023-01-17	64016	33	243	1
2023-01-16	63983	34	242	0
2023-01-13	63949	6	242	0
2023-01-12	63943	24	242	0
2023-01-11	63919	30	242	0
2023-01-10	63889	49	242	0
2023-01-09	63840	42	242	0
2023-01-06	63798	21	242	0
2023-01-05	63777	44	242	0
2023-01-04	63733	56	242	0
2023-01-03	63677	88	242	1
2023-01-02	63589	132	241	2
2022-12-30	63457	53	239	0
2022-12-29	63404	53	239	0
2022-12-28	63351	59	239	0
2022-12-27	63292	64	239	0
2022-12-23	63228	54	239	0
2022-12-22	63174	69	239	1
2022-12-21	63105	82	238	0
2022-12-20	63023	72	238	0
2022-12-19	62951	95	238	1
2022-12-16	62856	42	237	0
2022-12-15	62814	48	237	0
2022-12-14	62766	48	237	0
2022-12-13	62718	79	237	0
2022-12-12	62639	70	237	1
2022-12-09	62569	35	236	0
2022-12-08	62534	43	236	0
2022-12-07	62491	58	236	0
2022-12-06	62433	80	236	0
2022-12-05	62353	60	236	0
2022-12-02	62293	37	236	0
2022-12-01	62256	41	236	1
2022-11-30	62215	61	235	0
2022-11-29	62154	83	235	1
2022-11-28	62071	97	234	1
2022-11-25	61974	66	233	0
2022-11-24	61908	44	233	0
2022-11-23	61864	73	233	0
2022-11-22	61791	78	233	0
2022-11-21	61713	72	233	1
2022-11-18	61641	56	232	1
2022-11-17	61585	47	231	0
2022-11-16	61538	53	231	0
2022-11-15	61485	90	231	0
2022-11-14	61395	74	231	0
2022-11-11	61321	54	231	0
2022-11-10	61267	41	231	0
2022-11-09	61226	57	231	1
2022-11-08	61169	85	230	1
2022-11-07	61084	80	229	0
2022-11-04	61004	57	229	0
2022-11-03	60947	84	229	0
2022-11-02	60863	110	229	0
2022-10-31	60753	118	229	0
2022-10-28	60635	87	229	0
2022-10-27	60548	95	229	1
2022-10-26	60453	150	228	1
2022-10-25	60303	232	227	1
2022-10-24	60071	284	226	0
2022-10-21	59787	151	226	1
2022-10-20	59636	246	225	0
2022-10-19	59390	322	225	2
2022-10-18	59068	344	223	1
2022-10-17	58724	394	222	0
2022-10-14	58330	212	222	0
2022-10-13	58118	324	222	0
2022-10-12	57794	329	222	0
2022-10-11	57465	410	222	2
2022-10-10	57055	541	220	0
2022-10-07	56514	529	220	1
2022-10-06	55985	331	219	0
2022-10-05	55654	320	219	0
2022-10-04	55334	270	219	0
2022-09-30	55064	175	219	2
2022-09-29	54889	233	217	0
2022-09-28	54656	264	217	0
2022-09-27	54392	230	217	0
2022-09-26	54162	214	217	1
2022-09-23	53948	122	216	0
2022-09-22	53826	122	216	0
2022-09-21	53704	131	216	0
2022-09-20	53573	185	216	0
2022-09-19	53388	140	216	0
2022-09-16	53248	61	216	0
2022-09-15	53187	106	216	0
2022-09-14	53081	91	216	0
2022-09-13	52990	105	216	0
2022-09-12	52885	107	216	0
2022-09-09	52778	57	216	0
2022-09-08	52721	51	216	0
2022-09-07	52670	70	216	0
2022-09-06	52600	74	216	0
2022-09-05	52526	72	216	0
2022-09-02	52454	61	216	0
2022-09-01	52393	45	216	0
2022-08-31	52348	76	216	0
2022-08-30	52272	89	216	0
2022-08-29	52183	104	216	0
2022-08-26	52079	53	216	0
2022-08-25	52026	55	216	0
2022-08-24	51971	53	216	0
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2022-08-22	51814	101	216	0
2022-08-19	51713	54	216	0
2022-08-18	51659	101	216	0
2022-08-17	51558	152	216	1
2022-08-16	51406	157	215	0
2022-08-12	51249	69	215	0
2022-08-11	51180	92	215	0
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2022-08-03	50441	136	215	0
2022-08-02	50305	197	215	0
2022-08-01	50108	196	215	0
2022-07-29	49912	142	215	0
2022-07-28	49770	171	215	0
2022-07-27	49599	229	215	0
2022-07-26	49370	268	215	0
2022-07-25	49102	208	215	1
2022-07-22	48894	259	214	0
2022-07-21	48635	381	214	0
2022-07-20	48254	275	214	0
2022-07-19	47979	296	214	0
2022-07-18	47683	248	214	1
2022-07-15	47435	352	213	0
2022-07-14	47083	351	213	1
2022-07-13	46732	295	212	1
2022-07-12	46437	320	211	1
2022-07-11	46117	281	210	0
2022-07-08	45836	217	210	0
2022-07-07	45619	247	210	0
2022-07-06	45372	389	210	1
2022-07-05	44983	235	209	0
2022-07-04	44748	268	209	0
2022-07-01	44480	156	209	0
2022-06-30	44324	206	209	1
2022-06-29	44118	344	208	1
2022-06-28	43774	230	207	1
2022-06-27	43544	149	206	0
2022-06-24	43395	168	206	0
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2021-08-18	5652	8	125	0
2021-08-17	5644	10	125	0
2021-08-16	5634	4	125	0
2021-08-14	5630	13	125	0
2021-08-13	5617	12	125	0
2021-08-12	5605	5	125	0
2021-08-11	5600	10	125	0
2021-08-10	5590	5	125	0
2021-08-08	5585	1	125	0
2021-08-07	5584	5	125	0
2021-08-06	5579	17	125	1
2021-08-04	5562	11	124	0
2021-08-03	5551	3	124	0
2021-08-02	5548	5	124	0
2021-07-31	5543	1	124	0
2021-07-30	5542	4	124	0
2021-07-29	5538	2	124	0
2021-07-28	5536	1	124	0
2021-07-27	5535	3	124	0
2021-07-24	5532	1	124	0
2021-07-23	5531	5	124	0
2021-07-22	5526	4	124	0
2021-07-21	5522	7	124	0
2021-07-20	5515	6	124	0
2021-07-19	5509	3	124	1
2021-07-18	5506	1	123	0
2021-07-17	5505	2	123	0
2021-07-16	5503	2	123	0
2021-07-15	5501	1	123	0
2021-07-14	5500	2	123	0
2021-07-12	5498	1	123	0
2021-07-09	5497	3	123	0
2021-07-06	5494	3	123	0
2021-07-05	5491	1	123	0
2021-07-02	5490	1	123	0
2021-06-29	5489	2	123	0
2021-06-26	5487	1	123	0
2021-06-25	5486	1	123	0
2021-06-24	5485	5	123	0
2021-06-23	5480	7	123	0
2021-06-22	5473	3	123	0
2021-06-19	5470	2	123	0
2021-06-18	5468	5	123	0
2021-06-16	5463	7	123	0
2021-06-15	5456	3	123	0
2021-06-14	5453	1	123	0
2021-06-12	5452	5	123	0
2021-06-11	5447	14	123	0
2021-06-10	5433	1	123	0
2021-06-09	5432	7	123	0
2021-06-08	5425	5	123	0
2021-06-06	5420	2	123	0
2021-06-05	5418	3	123	0
2021-06-04	5415	2	123	0
2021-06-03	5413	6	123	0
2021-06-02	5407	8	123	0
2021-06-01	5399	15	123	0
2021-05-31	5384	1	123	0
2021-05-30	5383	2	123	0
2021-05-29	5381	2	123	0
2021-05-28	5379	10	123	0
2021-05-27	5369	5	123	1
2021-05-26	5364	5	122	0
2021-05-25	5359	5	122	0
2021-05-24	5354	2	122	0
2021-05-22	5352	15	122	0
2021-05-21	5337	6	122	0
2021-05-20	5331	11	122	0
2021-05-19	5320	4	122	0
2021-05-18	5316	21	122	0
2021-05-17	5295	2	122	0
2021-05-16	5293	1	122	0
2021-05-15	5292	11	122	0
2021-05-14	5281	2	122	0
2021-05-13	5279	20	122	0
2021-05-12	5259	31	122	0
2021-05-11	5228	23	122	0
2021-05-10	5205	6	122	0
2021-05-09	5199	3	122	0
2021-05-08	5196	23	122	1
2021-05-07	5173	16	121	0
2021-05-06	5157	19	121	0
2021-05-05	5138	34	121	0
2021-05-04	5104	15	121	0
2021-05-03	5089	11	121	0
2021-05-02	5078	4	121	0
2021-05-01	5074	21	121	0
2021-04-30	5053	42	121	0
2021-04-29	5011	33	121	1
2021-04-28	4978	41	120	0
2021-04-27	4937	41	120	1
2021-04-26	4896	17	119	0
2021-04-25	4879	15	119	0
2021-04-24	4864	32	119	1
2021-04-23	4832	35	118	1
2021-04-22	4797	44	117	0
2021-04-21	4753	28	117	0
2021-04-20	4725	36	117	0
2021-04-19	4689	9	117	0
2021-04-18	4680	13	117	1
2021-04-17	4667	38	116	0
2021-04-16	4629	20	116	0
2021-04-15	4609	45	116	1
2021-04-14	4564	51	115	1
2021-04-13	4513	29	114	0
2021-04-12	4484	20	114	0
2021-04-11	4464	6	114	0
2021-04-10	4458	66	114	0
2021-04-09	4392	26	114	1
2021-04-08	4366	39	113	1
2021-04-07	4327	45	112	0
2021-04-06	4282	13	112	0
2021-04-05	4269	10	112	0
2021-04-04	4259	5	112	0
2021-04-03	4254	6	112	0
2021-04-02	4248	27	112	0
2021-04-01	4221	42	112	0
2021-03-31	4179	38	112	0
2021-03-30	4141	34	112	1
2021-03-29	4107	3	111	0
2021-03-28	4104	4	111	0
2021-03-27	4100	42	111	1
2021-03-26	4058	20	110	0
2021-03-25	4038	31	110	0
2021-03-24	4007	26	110	0
2021-03-23	3981	36	110	1
2021-03-22	3945	8	109	0
2021-03-21	3937	3	109	0
2021-03-20	3934	18	109	0
2021-03-19	3916	11	109	0
2021-03-18	3905	26	109	0
2021-03-17	3879	15	109	0
2021-03-16	3864	29	109	0
2021-03-15	3835	12	109	0
2021-03-14	3823	5	109	0
2021-03-13	3818	20	109	0
2021-03-12	3798	12	109	2
2021-03-11	3786	15	107	0
2021-03-10	3771	14	107	0
2021-03-09	3757	18	107	0
2021-03-08	3739	10	107	0
2021-03-07	3729	1	107	0
2021-03-06	3728	29	107	0
2021-03-05	3699	13	107	0
2021-03-04	3686	15	107	1
2021-03-03	3671	21	106	0
2021-03-02	3650	20	106	0
2021-03-01	3630	13	106	0
2021-02-28	3617	3	106	0
2021-02-27	3614	15	106	0
2021-02-26	3599	28	106	1
2021-02-25	3571	21	105	0
2021-02-24	3550	28	105	0
2021-02-23	3522	15	105	1
2021-02-22	3507	9	104	0
2021-02-21	3498	2	104	0
2021-02-20	3496	9	104	0
2021-02-19	3487	23	104	0
2021-02-18	3464	21	104	2
2021-02-17	3443	16	102	0
2021-02-16	3427	12	102	0
2021-02-15	3415	10	102	0
2021-02-14	3405	2	102	0
2021-02-13	3403	4	102	0
2021-02-12	3399	32	102	0
2021-02-11	3367	24	102	1
2021-02-10	3343	40	101	0
2021-02-09	3303	26	101	0
2021-02-08	3277	18	101	1
2021-02-07	3259	2	100	1
2021-02-06	3257	17	99	1
2021-02-05	3240	20	98	2
2021-02-04	3220	64	96	4
2021-02-03	3156	71	92	5
2021-02-02	3085	58	87	2
2021-02-01	3027	17	85	1
2021-01-31	3010	2	84	1
2021-01-30	3008	20	83	0
2021-01-29	2988	29	83	0
2021-01-28	2959	46	83	1
2021-01-27	2913	31	82	3
2021-01-26	2882	33	79	1
2021-01-25	2849	5	78	2
2021-01-24	2844	5	76	1
2021-01-23	2839	12	75	1
2021-01-22	2827	14	74	0
2021-01-21	2813	34	74	0
2021-01-20	2779	30	74	3
2021-01-19	2749	34	71	0
2021-01-18	2715	6	71	0
2021-01-17	2709	3	71	0
2021-01-16	2706	7	71	0
2021-01-15	2699	12	71	0
2021-01-14	2687	14	71	1
2021-01-13	2673	33	70	0
2021-01-12	2640	25	70	0
2021-01-11	2615	15	70	1
2021-01-10	2600	10	69	0
2021-01-09	2590	11	69	0
2021-01-08	2579	24	69	1
2021-01-07	2555	39	68	1
2021-01-06	2516	31	67	1
2021-01-05	2485	43	66	0
2021-01-04	2442	20	66	1
2021-01-03	2422	8	65	0
2021-01-02	2414	2	65	0
2021-01-01	2412	5	65	0
2020-12-31	2407	27	65	0
2020-12-30	2380	23	65	1
2020-12-29	2357	24	64	2
2020-12-28	2333	9	62	3
2020-12-27	2324	2	59	1
2020-12-26	2322	2	58	0
2020-12-25	2320	7	58	0
2020-12-24	2313	38	58	1
2020-12-23	2275	60	57	3
2020-12-22	2215	36	54	1
2020-12-21	2179	12	53	0
2020-12-20	2167	17	53	1
2020-12-19	2150	33	52	0
2020-12-18	2117	24	52	1
2020-12-17	2093	43	51	2
2020-12-16	2050	36	49	1
2020-12-15	2014	37	48	0
2020-12-14	1977	6	48	0
2020-12-13	1971	9	48	4
2020-12-12	1962	32	44	0
2020-12-11	1930	20	44	0
2020-12-10	1910	90	44	4
2020-12-09	1820	50	40	1
2020-12-08	1770	31	39	1
2020-12-07	1739	5	38	1
2020-12-06	1734	10	37	0
2020-12-05	1724	19	37	0
2020-12-04	1705	29	37	1
2020-12-03	1676	18	36	0
2020-12-02	1658	15	36	1
2020-12-01	1643	20	35	1
2020-11-30	1623	8	34	1
2020-11-29	1615	6	33	0
2020-11-28	1609	19	33	0
2020-11-27	1590	21	33	1
2020-11-26	1569	41	32	1
2020-11-25	1528	34	31	0
2020-11-24	1494	19	31	0
2020-11-23	1475	7	31	0
2020-11-22	1468	12	31	0
2020-11-21	1456	8	31	0
2020-11-20	1448	22	31	0
2020-11-19	1426	44	31	0
2020-11-18	1382	19	31	0
2020-11-17	1363	23	31	0
2020-11-16	1340	11	31	2
2020-11-14	1329	26	29	0
2020-11-13	1303	26	29	0
2020-11-12	1277	43	29	0
2020-11-11	1234	46	29	0
2020-11-10	1188	26	29	1
2020-11-09	1162	28	28	0
2020-11-08	1134	3	28	1
2020-11-07	1131	46	27	0
2020-11-06	1085	32	27	0
2020-11-05	1053	51	27	2
2020-11-04	1002	20	25	3
2020-11-03	982	51	22	3
2020-11-02	931	17	19	0
2020-11-01	914	17	19	1
2020-10-31	897	54	18	1
2020-10-30	843	42	17	0
2020-10-29	801	49	17	1
2020-10-28	752	19	16	2
2020-10-27	733	34	14	0
2020-10-26	699	23	14	0
2020-10-25	676	5	14	0
2020-10-24	671	19	14	0
2020-10-23	652	27	14	0
2020-10-22	625	37	14	0
2020-10-21	588	41	14	0
2020-10-20	547	15	14	1
2020-10-19	532	6	13	0
2020-10-18	526	2	13	0
2020-10-17	524	10	13	0
2020-10-16	514	13	13	0
2020-10-15	501	30	13	0
2020-10-14	471	23	13	0
2020-10-13	448	44	13	0
2020-10-12	404	5	13	0
2020-10-11	399	1	13	0
2020-10-10	398	17	13	0
2020-10-09	381	5	13	0
2020-10-08	376	2	13	0
2020-10-07	374	3	13	0
2020-10-06	371	6	13	0
2020-10-05	365	3	13	0
2020-10-03	362	2	13	0
2020-10-02	360	7	13	1
2020-10-01	353	3	12	0
2020-09-30	350	4	12	0
2020-09-29	346	1	12	0
2020-09-26	345	2	12	0
2020-09-25	343	4	12	0
2020-09-24	339	1	12	0
2020-09-23	338	2	12	1
2020-09-22	336	3	11	0
2020-09-19	333	2	11	0
2020-09-18	331	1	11	0
2020-09-17	330	2	11	0
2020-09-16	328	4	11	0
2020-09-15	324	4	11	0
2020-09-11	320	2	11	0
2020-09-04	318	5	11	0
2020-09-02	313	2	11	0
2020-09-01	311	1	11	0
2020-08-31	310	1	11	0
2020-08-28	309	1	11	0
2020-08-24	308	1	11	0
2020-08-22	307	1	11	0
2020-08-21	306	2	11	0
2020-08-19	304	1	11	0
2020-08-18	303	3	11	0
2020-08-16	300	1	11	0
2020-08-15	299	3	11	0
2020-08-14	296	4	11	0
2020-08-13	292	1	11	0
2020-08-12	291	1	11	0
2020-08-06	290	2	11	0
2020-07-30	288	1	11	0
2020-07-29	287	1	11	0
2020-07-28	286	1	11	0
2020-07-25	285	1	11	0
2020-07-24	284	2	11	0
2020-07-22	282	3	11	0
2020-07-11	279	1	11	0
2020-07-09	278	1	11	0
2020-06-20	277	1	11	0
2020-06-13	276	1	11	0
2020-06-09	275	3	11	0
2020-06-08	272	2	11	0
2020-06-06	270	4	11	0
2020-06-05	266	1	11	0
2020-06-01	265	2	11	1
2020-05-27	263	1	10	1
2020-05-26	262	1	9	0
2020-05-15	261	1	9	0
2020-05-14	260	4	9	0
2020-05-13	256	3	9	0
2020-05-12	253	2	9	0
2020-05-08	251	1	9	0
2020-05-07	250	2	9	0
2020-05-06	248	2	9	0
2020-05-04	246	1	9	0
2020-05-01	245	1	9	0
2020-04-30	244	5	9	0
2020-04-29	239	3	9	0
2020-04-28	236	2	9	0
2020-04-27	234	2	9	0
2020-04-26	232	1	9	0
2020-04-23	231	1	9	0
2020-04-22	230	4	9	0
2020-04-21	226	2	9	0
2020-04-18	224	3	9	0
2020-04-17	221	3	9	0
2020-04-16	218	3	9	0
2020-04-15	215	7	9	1
2020-04-14	208	2	8	0
2020-04-13	206	9	8	1
2020-04-12	197	4	7	0
2020-04-11	193	1	7	0
2020-04-10	192	3	7	1
2020-04-09	189	17	6	0
2020-04-08	172	3	6	0
2020-04-07	169	7	6	1
2020-04-06	162	5	5	1
2020-04-05	157	2	4	0
2020-04-04	155	10	4	0
2020-04-03	145	12	4	1
2020-04-02	133	11	3	1
2020-04-01	122	12	2	0
2020-03-31	110	9	2	1
2020-03-30	101	4	1	0
2020-03-29	97	15	1	0
2020-03-28	82	3	1	0
2020-03-27	79	11	1	0
2020-03-26	68	18	1	0
2020-03-25	50	2	1	0
2020-03-23	48	9	1	1
2020-03-21	39	4	0	0
2020-03-20	35	3	0	0
2020-03-19	32	3	0	0
2020-03-18	29	3	0	0
2020-03-17	26	10	0	0
2020-03-16	16	6	0	0
2020-03-13	10	5	0	0
2020-03-12	5	2	0	0
2020-03-10	3	1	0	0
2020-03-09	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: 0:03:59.361983