Germany: LK Sankt Wendel (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 15:19:58 CEST

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

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

overview(country="Germany", subregion="LK Sankt Wendel");

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Sankt Wendel")
print(f'Population of country="Germany", subregion="LK Sankt Wendel": {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 Sankt Wendel": 86170 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	46683	33	204	0
2023-03-03	46650	19	204	0
2023-03-02	46631	54	204	0
2023-03-01	46577	114	204	0
2023-02-28	46463	47	204	0
2023-02-27	46416	77	204	0
2023-02-24	46339	34	204	0
2023-02-23	46305	42	204	0
2023-02-22	46263	64	204	0
2023-02-21	46199	74	204	0
2023-02-17	46125	33	204	0
2023-02-16	46092	28	204	0
2023-02-15	46064	37	204	0
2023-02-14	46027	48	204	0
2023-02-13	45979	52	204	1
2023-02-10	45927	30	203	0
2023-02-09	45897	32	203	0
2023-02-08	45865	36	203	0
2023-02-07	45829	35	203	0
2023-02-06	45794	73	203	1
2023-02-03	45721	28	202	1
2023-02-02	45693	30	201	0
2023-02-01	45663	20	201	0
2023-01-31	45643	34	201	0
2023-01-30	45609	61	201	0
2023-01-27	45548	21	201	0
2023-01-26	45527	28	201	0
2023-01-25	45499	21	201	0
2023-01-24	45478	19	201	0
2023-01-23	45459	40	201	0
2023-01-20	45419	5	201	0
2023-01-19	45414	16	201	0
2023-01-18	45398	8	201	0
2023-01-17	45390	15	201	0
2023-01-16	45375	28	201	1
2023-01-13	45347	11	200	0
2023-01-12	45336	16	200	0
2023-01-11	45320	22	200	0
2023-01-10	45298	20	200	1
2023-01-09	45278	50	199	0
2023-01-06	45228	30	199	1
2023-01-05	45198	16	198	0
2023-01-04	45182	41	198	0
2023-01-03	45141	37	198	0
2023-01-02	45104	69	198	1
2022-12-30	45035	27	197	0
2022-12-29	45008	64	197	0
2022-12-28	44944	46	197	1
2022-12-27	44898	90	196	1
2022-12-23	44808	30	195	0
2022-12-22	44778	55	195	1
2022-12-21	44723	52	194	0
2022-12-20	44671	53	194	1
2022-12-19	44618	87	193	1
2022-12-16	44531	40	192	0
2022-12-15	44491	35	192	0
2022-12-14	44456	65	192	0
2022-12-13	44391	49	192	0
2022-12-12	44342	72	192	1
2022-12-09	44270	67	191	0
2022-12-08	44203	34	191	1
2022-12-07	44169	49	190	1
2022-12-06	44120	35	189	0
2022-12-05	44085	32	189	0
2022-12-02	44053	24	189	0
2022-12-01	44029	26	189	1
2022-11-30	44003	42	188	0
2022-11-29	43961	30	188	0
2022-11-28	43931	44	188	0
2022-11-25	43887	25	188	0
2022-11-24	43862	19	188	0
2022-11-23	43843	27	188	0
2022-11-22	43816	38	188	0
2022-11-21	43778	66	188	0
2022-11-18	43712	44	188	0
2022-11-17	43668	33	188	0
2022-11-16	43635	34	188	0
2022-11-15	43601	27	188	0
2022-11-14	43574	57	188	0
2022-11-11	43517	31	188	0
2022-11-10	43486	23	188	0
2022-11-09	43463	43	188	0
2022-11-08	43420	38	188	0
2022-11-07	43382	79	188	0
2022-11-04	43303	33	188	0
2022-11-03	43270	44	188	0
2022-11-02	43226	85	188	1
2022-10-31	43141	91	187	0
2022-10-28	43050	55	187	0
2022-10-27	42995	75	187	0
2022-10-26	42920	93	187	0
2022-10-25	42827	121	187	0
2022-10-24	42706	197	187	0
2022-10-21	42509	125	187	0
2022-10-20	42384	150	187	1
2022-10-19	42234	168	186	0
2022-10-18	42066	219	186	0
2022-10-17	41847	334	186	1
2022-10-14	41513	194	185	0
2022-10-13	41319	160	185	0
2022-10-12	41159	257	185	0
2022-10-11	40902	286	185	1
2022-10-10	40616	452	184	0
2022-10-07	40164	315	184	0
2022-10-06	39849	467	184	0
2022-10-05	39382	277	184	2
2022-10-04	39105	248	182	3
2022-09-30	38857	112	179	0
2022-09-29	38745	168	179	0
2022-09-28	38577	215	179	1
2022-09-27	38362	147	178	0
2022-09-26	38215	195	178	1
2022-09-23	38020	103	177	0
2022-09-22	37917	84	177	0
2022-09-21	37833	137	177	0
2022-09-20	37696	88	177	0
2022-09-19	37608	131	177	0
2022-09-16	37477	68	177	1
2022-09-15	37409	74	176	0
2022-09-14	37335	98	176	0
2022-09-13	37237	84	176	0
2022-09-12	37153	101	176	0
2022-09-09	37052	49	176	0
2022-09-08	37003	55	176	0
2022-09-07	36948	73	176	0
2022-09-06	36875	45	176	0
2022-09-05	36830	125	176	0
2022-09-02	36705	45	176	0
2022-09-01	36660	37	176	0
2022-08-31	36623	33	176	0
2022-08-30	36590	40	176	0
2022-08-29	36550	88	176	1
2022-08-26	36462	43	175	0
2022-08-25	36419	47	175	0
2022-08-24	36372	83	175	0
2022-08-23	36289	93	175	0
2022-08-22	36196	119	175	0
2022-08-19	36077	65	175	0
2022-08-18	36012	82	175	0
2022-08-17	35930	60	175	0
2022-08-16	35870	162	175	2
2022-08-12	35708	88	173	1
2022-08-11	35620	67	172	1
2022-08-10	35553	57	171	0
2022-08-09	35496	67	171	1
2022-08-08	35429	101	170	0
2022-08-05	35328	68	170	0
2022-08-04	35260	82	170	0
2022-08-03	35178	90	170	1
2022-08-02	35088	105	169	0
2022-08-01	34983	168	169	0
2022-07-29	34815	77	169	0
2022-07-28	34738	101	169	0
2022-07-27	34637	153	169	0
2022-07-26	34484	127	169	1
2022-07-25	34357	324	168	0
2022-07-22	34033	132	168	1
2022-07-21	33901	193	167	0
2022-07-20	33708	211	167	2
2022-07-19	33497	299	165	0
2022-07-18	33198	298	165	0
2022-07-15	32900	180	165	0
2022-07-14	32720	166	165	0
2022-07-13	32554	275	165	2
2022-07-12	32279	222	163	0
2022-07-11	32057	261	163	1
2022-07-08	31796	160	162	0
2022-07-07	31636	141	162	0
2022-07-06	31495	190	162	1
2022-07-05	31305	152	161	0
2022-07-04	31153	226	161	0
2022-07-01	30927	140	161	0
2022-06-30	30787	109	161	0
2022-06-29	30678	143	161	0
2022-06-28	30535	114	161	0
2022-06-27	30421	186	161	0
2022-06-24	30235	151	161	0
2022-06-23	30084	115	161	1
2022-06-22	29969	180	160	1
2022-06-21	29789	218	159	0
2022-06-20	29571	230	159	0
2022-06-17	29341	163	159	0
2022-06-15	29178	134	159	0
2022-06-14	29044	102	159	0
2022-06-13	28942	239	159	0
2022-06-10	28703	104	159	0
2022-06-09	28599	83	159	0
2022-06-08	28516	85	159	0
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2022-05-31	28170	46	159	1
2022-05-30	28124	91	158	0
2022-05-27	28033	69	158	0
2022-05-25	27964	30	158	0
2022-05-24	27934	38	158	0
2022-05-23	27896	55	158	0
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2022-05-12	27445	44	157	1
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2022-04-21	25314	217	154	0
2022-04-20	25097	351	154	1
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2022-04-14	24158	209	153	0
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2021-08-27	3380	12	113	0
2021-08-26	3368	14	113	0
2021-08-25	3354	5	113	0
2021-08-24	3349	2	113	0
2021-08-23	3347	3	113	0
2021-08-21	3344	10	113	0
2021-08-20	3334	8	113	0
2021-08-19	3326	2	113	0
2021-08-18	3324	7	113	0
2021-08-17	3317	5	113	0
2021-08-15	3312	2	113	0
2021-08-12	3310	1	113	0
2021-08-11	3309	1	113	0
2021-08-10	3308	2	113	0
2021-08-07	3306	2	113	0
2021-08-06	3304	1	113	0
2021-08-05	3303	2	113	0
2021-08-04	3301	1	113	0
2021-08-02	3300	2	113	0
2021-08-01	3298	1	113	0
2021-07-27	3297	1	113	0
2021-07-23	3296	1	113	0
2021-07-22	3295	3	113	0
2021-07-20	3292	2	113	0
2021-07-13	3290	1	113	0
2021-07-10	3289	4	113	0
2021-07-09	3285	2	113	0
2021-07-08	3283	1	113	0
2021-07-07	3282	2	113	1
2021-07-02	3280	1	112	0
2021-06-29	3279	2	112	0
2021-06-24	3277	1	112	0
2021-06-22	3276	1	112	0
2021-06-19	3275	1	112	0
2021-06-18	3274	1	112	0
2021-06-17	3273	1	112	0
2021-06-16	3272	1	112	0
2021-06-15	3271	1	112	0
2021-06-13	3270	1	112	0
2021-06-11	3269	1	112	0
2021-06-09	3268	4	112	0
2021-06-08	3264	2	112	0
2021-06-07	3262	2	112	0
2021-06-06	3260	1	112	0
2021-06-05	3259	6	112	0
2021-06-03	3253	3	112	0
2021-06-02	3250	8	112	0
2021-06-01	3242	4	112	0
2021-05-31	3238	2	112	0
2021-05-30	3236	4	112	0
2021-05-29	3232	5	112	0
2021-05-28	3227	7	112	0
2021-05-27	3220	14	112	0
2021-05-26	3206	4	112	0
2021-05-25	3202	10	112	0
2021-05-23	3192	4	112	0
2021-05-22	3188	14	112	0
2021-05-21	3174	12	112	0
2021-05-20	3162	13	112	0
2021-05-19	3149	14	112	0
2021-05-18	3135	15	112	0
2021-05-16	3120	5	112	0
2021-05-15	3115	9	112	0
2021-05-14	3106	2	112	0
2021-05-13	3104	9	112	0
2021-05-12	3095	10	112	1
2021-05-11	3085	9	111	0
2021-05-10	3076	2	111	0
2021-05-09	3074	2	111	0
2021-05-08	3072	8	111	0
2021-05-07	3064	8	111	1
2021-05-06	3056	11	110	0
2021-05-05	3045	26	110	0
2021-05-04	3019	2	110	0
2021-05-03	3017	1	110	0
2021-05-02	3016	1	110	0
2021-05-01	3015	12	110	0
2021-04-30	3003	13	110	1
2021-04-29	2990	23	109	0
2021-04-28	2967	37	109	0
2021-04-27	2930	7	109	0
2021-04-25	2923	2	109	0
2021-04-24	2921	14	109	0
2021-04-23	2907	14	109	0
2021-04-22	2893	21	109	1
2021-04-21	2872	17	108	0
2021-04-20	2855	27	108	0
2021-04-19	2828	1	108	0
2021-04-18	2827	7	108	0
2021-04-17	2820	10	108	0
2021-04-16	2810	27	108	0
2021-04-15	2783	22	108	0
2021-04-14	2761	31	108	2
2021-04-13	2730	3	106	0
2021-04-12	2727	2	106	0
2021-04-11	2725	4	106	0
2021-04-10	2721	20	106	0
2021-04-08	2701	13	106	0
2021-04-07	2688	5	106	0
2021-04-06	2683	1	106	0
2021-04-05	2682	4	106	1
2021-04-04	2678	2	105	0
2021-04-03	2676	2	105	0
2021-04-02	2674	10	105	0
2021-04-01	2664	10	105	0
2021-03-31	2654	16	105	0
2021-03-30	2638	12	105	0
2021-03-28	2626	3	105	0
2021-03-27	2623	11	105	0
2021-03-26	2612	5	105	0
2021-03-25	2607	6	105	0
2021-03-24	2601	14	105	0
2021-03-23	2587	4	105	0
2021-03-21	2583	9	105	0
2021-03-20	2574	11	105	0
2021-03-19	2563	15	105	0
2021-03-18	2548	9	105	0
2021-03-17	2539	17	105	0
2021-03-16	2522	14	105	1
2021-03-15	2508	3	104	0
2021-03-14	2505	4	104	0
2021-03-13	2501	14	104	0
2021-03-12	2487	2	104	0
2021-03-11	2485	3	104	0
2021-03-10	2482	12	104	0
2021-03-09	2470	6	104	0
2021-03-08	2464	1	104	0
2021-03-07	2463	7	104	0
2021-03-06	2456	17	104	0
2021-03-05	2439	2	104	0
2021-03-04	2437	13	104	1
2021-03-03	2424	17	103	0
2021-03-02	2407	14	103	0
2021-03-01	2393	2	103	0
2021-02-28	2391	5	103	0
2021-02-27	2386	12	103	0
2021-02-26	2374	10	103	0
2021-02-25	2364	22	103	0
2021-02-24	2342	19	103	0
2021-02-23	2323	5	103	0
2021-02-22	2318	2	103	0
2021-02-21	2316	10	103	0
2021-02-20	2306	14	103	0
2021-02-19	2292	9	103	0
2021-02-18	2283	16	103	0
2021-02-17	2267	14	103	0
2021-02-16	2253	7	103	2
2021-02-15	2246	12	101	1
2021-02-14	2234	1	100	0
2021-02-13	2233	15	100	1
2021-02-12	2218	5	99	0
2021-02-11	2213	18	99	2
2021-02-10	2195	16	97	0
2021-02-09	2179	1	97	1
2021-02-08	2178	2	96	0
2021-02-07	2176	11	96	1
2021-02-06	2165	20	95	1
2021-02-05	2145	4	94	0
2021-02-04	2141	15	94	3
2021-02-03	2126	17	91	0
2021-02-02	2109	8	91	1
2021-02-01	2101	5	90	0
2021-01-31	2096	4	90	0
2021-01-30	2092	18	90	1
2021-01-29	2074	13	89	1
2021-01-28	2061	16	88	0
2021-01-27	2045	31	88	1
2021-01-26	2014	23	87	0
2021-01-25	1991	3	87	0
2021-01-24	1988	6	87	0
2021-01-23	1982	35	87	2
2021-01-22	1947	14	85	2
2021-01-21	1933	23	83	3
2021-01-20	1910	19	80	0
2021-01-19	1891	21	80	0
2021-01-18	1870	1	80	0
2021-01-17	1869	4	80	0
2021-01-16	1865	15	80	0
2021-01-15	1850	45	80	2
2021-01-14	1805	9	78	0
2021-01-13	1796	16	78	1
2021-01-12	1780	13	77	0
2021-01-10	1767	4	77	0
2021-01-09	1763	23	77	0
2021-01-08	1740	16	77	3
2021-01-07	1724	17	74	0
2021-01-06	1707	43	74	2
2021-01-05	1664	3	72	0
2021-01-04	1661	5	72	0
2021-01-03	1656	52	72	12
2021-01-02	1604	2	60	0
2020-12-31	1602	1	60	0
2020-12-30	1601	18	60	0
2020-12-29	1583	27	60	5
2020-12-28	1556	6	55	0
2020-12-27	1550	16	55	0
2020-12-24	1534	14	55	0
2020-12-23	1520	17	55	0
2020-12-22	1503	24	55	2
2020-12-21	1479	9	53	2
2020-12-19	1470	28	51	3
2020-12-18	1442	13	48	0
2020-12-17	1429	26	48	3
2020-12-16	1403	25	45	2
2020-12-15	1378	11	43	0
2020-12-14	1367	4	43	0
2020-12-13	1363	12	43	0
2020-12-12	1351	33	43	1
2020-12-11	1318	19	42	0
2020-12-10	1299	31	42	1
2020-12-09	1268	33	41	1
2020-12-08	1235	26	40	2
2020-12-07	1209	2	38	0
2020-12-06	1207	37	38	2
2020-12-05	1170	32	36	0
2020-12-04	1138	29	36	5
2020-12-03	1109	9	31	0
2020-12-02	1100	10	31	1
2020-12-01	1090	9	30	1
2020-11-30	1081	5	29	0
2020-11-29	1076	7	29	0
2020-11-28	1069	31	29	2
2020-11-27	1038	6	27	0
2020-11-26	1032	10	27	0
2020-11-25	1022	16	27	1
2020-11-24	1006	7	26	0
2020-11-23	999	1	26	0
2020-11-22	998	6	26	0
2020-11-21	992	10	26	0
2020-11-20	982	25	26	1
2020-11-19	957	9	25	0
2020-11-18	948	14	25	0
2020-11-17	934	14	25	0
2020-11-16	920	3	25	0
2020-11-15	917	6	25	1
2020-11-14	911	15	24	0
2020-11-13	896	24	24	0
2020-11-12	872	13	24	0
2020-11-11	859	21	24	0
2020-11-10	838	14	24	0
2020-11-09	824	7	24	0
2020-11-08	817	12	24	0
2020-11-07	805	26	24	1
2020-11-06	779	7	23	0
2020-11-05	772	26	23	0
2020-11-04	746	13	23	0
2020-11-03	733	19	23	0
2020-11-02	714	15	23	1
2020-11-01	699	17	22	0
2020-10-31	682	28	22	0
2020-10-30	654	21	22	0
2020-10-29	633	35	22	1
2020-10-28	598	27	21	0
2020-10-27	571	19	21	0
2020-10-26	552	40	21	6
2020-10-25	512	17	15	0
2020-10-24	495	9	15	0
2020-10-23	486	28	15	2
2020-10-22	458	18	13	1
2020-10-21	440	16	12	1
2020-10-20	424	15	11	1
2020-10-19	409	23	10	2
2020-10-18	386	13	8	0
2020-10-17	373	5	8	0
2020-10-16	368	25	8	1
2020-10-15	343	25	7	1
2020-10-14	318	26	6	0
2020-10-13	292	10	6	0
2020-10-12	282	19	6	0
2020-10-11	263	19	6	0
2020-10-10	244	11	6	0
2020-10-09	233	15	6	0
2020-10-08	218	6	6	0
2020-10-07	212	6	6	0
2020-10-06	206	4	6	0
2020-10-05	202	1	6	0
2020-10-04	201	1	6	0
2020-10-03	200	3	6	0
2020-10-02	197	6	6	0
2020-10-01	191	2	6	0
2020-09-30	189	1	6	0
2020-09-28	188	1	6	0
2020-09-23	187	1	6	0
2020-09-17	186	1	6	0
2020-09-09	185	1	6	0
2020-09-02	184	1	6	0
2020-08-28	183	1	6	0
2020-08-22	182	1	6	1
2020-08-21	181	1	5	0
2020-08-15	180	1	5	0
2020-08-14	179	1	5	0
2020-08-10	178	2	5	0
2020-08-04	176	1	5	0
2020-07-31	175	1	5	0
2020-07-30	174	1	5	0
2020-07-29	173	1	5	0
2020-07-27	172	1	5	0
2020-07-01	171	1	5	0
2020-06-17	170	1	5	0
2020-06-08	169	2	5	0
2020-06-02	167	1	5	0
2020-05-29	166	1	5	0
2020-05-18	165	1	5	0
2020-05-13	164	1	5	0
2020-05-11	163	1	5	0
2020-05-07	162	1	5	0
2020-05-06	161	1	5	0
2020-05-05	160	1	5	0
2020-05-04	159	3	5	1
2020-05-01	156	1	4	0
2020-04-30	155	1	4	1
2020-04-27	154	2	3	0
2020-04-23	152	1	3	0
2020-04-21	151	2	3	0
2020-04-15	149	3	3	0
2020-04-14	146	1	3	0
2020-04-12	145	1	3	0
2020-04-11	144	2	3	0
2020-04-09	142	8	3	0
2020-04-08	134	11	3	0
2020-04-07	123	4	3	0
2020-04-06	119	4	3	1
2020-04-04	115	7	2	0
2020-04-03	108	6	2	0
2020-04-02	102	5	2	0
2020-04-01	97	9	2	0
2020-03-31	88	3	2	0
2020-03-30	85	4	2	0
2020-03-28	81	8	2	1
2020-03-27	73	4	1	0
2020-03-26	69	7	1	0
2020-03-25	62	8	1	0
2020-03-24	54	5	1	0
2020-03-23	49	3	1	0
2020-03-22	46	7	1	0
2020-03-21	39	3	1	0
2020-03-20	36	7	1	0
2020-03-19	29	7	1	0
2020-03-18	22	3	1	0
2020-03-17	19	2	1	0
2020-03-16	17	2	1	1
2020-03-15	15	1	0	0
2020-03-14	14	4	0	0
2020-03-13	10	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: 0:03:06.576548