Germany: LK Trier-Saarburg (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 14:56:19 CEST

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

overview(country="Germany", subregion="LK Trier-Saarburg", weeks=5);

overview(country="Germany", subregion="LK Trier-Saarburg");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Trier-Saarburg")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Trier-Saarburg")
print(f'Population of country="Germany", subregion="LK Trier-Saarburg": {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 Trier-Saarburg": 151167 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-03	58987	10	159	0
2023-03-02	58977	41	159	0
2023-03-01	58936	81	159	0
2023-02-28	58855	13	159	0
2023-02-27	58842	72	159	0
2023-02-24	58770	39	159	0
2023-02-23	58731	20	159	0
2023-02-22	58711	41	159	0
2023-02-21	58670	36	159	0
2023-02-17	58634	10	159	0
2023-02-16	58624	33	159	0
2023-02-15	58591	24	159	0
2023-02-14	58567	23	159	0
2023-02-13	58544	21	159	0
2023-02-10	58523	21	159	0
2023-02-09	58502	21	159	0
2023-02-08	58481	17	159	0
2023-02-07	58464	13	159	0
2023-02-06	58451	24	159	0
2023-02-03	58427	21	159	0
2023-02-02	58406	14	159	0
2023-02-01	58392	24	159	0
2023-01-31	58368	20	159	0
2023-01-30	58348	15	159	0
2023-01-27	58333	5	159	0
2023-01-26	58328	11	159	0
2023-01-25	58317	15	159	0
2023-01-24	58302	8	159	0
2023-01-23	58294	11	159	0
2023-01-20	58283	8	159	0
2023-01-19	58275	12	159	0
2023-01-18	58263	12	159	0
2023-01-17	58251	6	159	0
2023-01-16	58245	9	159	0
2023-01-13	58236	13	159	0
2023-01-12	58223	30	159	0
2023-01-11	58193	22	159	0
2023-01-10	58171	11	159	0
2023-01-09	58160	20	159	0
2023-01-06	58140	37	159	0
2023-01-05	58103	35	159	0
2023-01-04	58068	56	159	0
2023-01-03	58012	24	159	0
2023-01-02	57988	51	159	0
2022-12-30	57937	16	159	0
2022-12-29	57921	60	159	1
2022-12-28	57861	73	158	0
2022-12-27	57788	63	158	0
2022-12-23	57725	58	158	0
2022-12-22	57667	53	158	0
2022-12-21	57614	63	158	0
2022-12-20	57551	85	158	0
2022-12-19	57466	81	158	0
2022-12-16	57385	29	158	0
2022-12-15	57356	38	158	0
2022-12-14	57318	45	158	0
2022-12-13	57273	72	158	0
2022-12-12	57201	78	158	1
2022-12-09	57123	40	157	0
2022-12-08	57083	53	157	0
2022-12-07	57030	40	157	0
2022-12-06	56990	63	157	0
2022-12-05	56927	70	157	0
2022-12-02	56857	42	157	0
2022-12-01	56815	47	157	0
2022-11-30	56768	66	157	0
2022-11-29	56702	44	157	0
2022-11-28	56658	53	157	1
2022-11-25	56605	28	156	0
2022-11-24	56577	50	156	0
2022-11-23	56527	95	156	0
2022-11-22	56432	51	156	0
2022-11-21	56381	53	156	0
2022-11-18	56328	29	156	0
2022-11-17	56299	36	156	0
2022-11-16	56263	36	156	0
2022-11-15	56227	80	156	1
2022-11-14	56147	89	155	0
2022-11-11	56058	58	155	0
2022-11-10	56000	25	155	0
2022-11-09	55975	68	155	0
2022-11-08	55907	42	155	0
2022-11-07	55865	58	155	0
2022-11-04	55807	49	155	1
2022-11-03	55758	84	154	0
2022-11-02	55674	120	154	0
2022-10-31	55554	116	154	1
2022-10-28	55438	54	153	0
2022-10-27	55384	120	153	0
2022-10-26	55264	108	153	0
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2022-10-14	53800	242	153	0
2022-10-13	53558	192	153	0
2022-10-12	53366	233	153	0
2022-10-11	53133	334	153	0
2022-10-10	52799	259	153	1
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2022-10-04	51589	317	149	0
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2022-09-26	50521	202	149	0
2022-09-23	50319	113	149	0
2022-09-22	50206	117	149	0
2022-09-21	50089	79	149	0
2022-09-20	50010	161	149	0
2022-09-19	49849	130	149	0
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2022-08-29	48767	109	149	1
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2021-08-27	4724	19	96	0
2021-08-26	4705	19	96	0
2021-08-25	4686	28	96	0
2021-08-24	4658	29	96	1
2021-08-23	4629	2	95	0
2021-08-22	4627	4	95	0
2021-08-21	4623	10	95	0
2021-08-20	4613	12	95	0
2021-08-19	4601	8	95	0
2021-08-18	4593	6	95	0
2021-08-17	4587	11	95	0
2021-08-16	4576	1	95	0
2021-08-14	4575	5	95	0
2021-08-13	4570	6	95	0
2021-08-12	4564	2	95	0
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2021-08-10	4556	5	95	0
2021-08-08	4551	4	95	0
2021-08-07	4547	2	95	0
2021-08-06	4545	3	95	0
2021-08-05	4542	1	95	0
2021-08-04	4541	7	95	0
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2021-08-02	4527	1	95	0
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2021-07-31	4524	1	95	0
2021-07-30	4523	3	95	0
2021-07-29	4520	3	95	0
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2021-07-14	4475	3	95	0
2021-07-13	4472	10	95	0
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2021-07-06	4451	1	95	0
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2021-05-31	4401	4	95	0
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2021-05-29	4396	2	95	0
2021-05-28	4394	5	95	0
2021-05-27	4389	3	95	0
2021-05-26	4386	11	95	0
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2021-05-24	4373	11	95	0
2021-05-23	4362	5	95	0
2021-05-22	4357	3	95	0
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2021-05-17	4317	5	95	0
2021-05-16	4312	13	95	0
2021-05-15	4299	3	95	0
2021-05-14	4296	9	95	0
2021-05-13	4287	15	95	0
2021-05-12	4272	13	95	0
2021-05-11	4259	22	95	1
2021-05-10	4237	14	94	0
2021-05-09	4223	4	94	0
2021-05-08	4219	16	94	0
2021-05-07	4203	23	94	0
2021-05-06	4180	17	94	0
2021-05-05	4163	16	94	0
2021-05-04	4147	31	94	0
2021-05-03	4116	12	94	0
2021-05-02	4104	8	94	0
2021-05-01	4096	11	94	0
2021-04-30	4085	27	94	0
2021-04-29	4058	14	94	0
2021-04-28	4044	22	94	0
2021-04-27	4022	16	94	0
2021-04-26	4006	12	94	0
2021-04-25	3994	11	94	0
2021-04-24	3983	18	94	1
2021-04-23	3965	21	93	1
2021-04-22	3944	31	92	0
2021-04-21	3913	22	92	0
2021-04-20	3891	31	92	0
2021-04-19	3860	26	92	0
2021-04-18	3834	5	92	0
2021-04-17	3829	19	92	0
2021-04-16	3810	33	92	0
2021-04-15	3777	34	92	0
2021-04-14	3743	24	92	0
2021-04-13	3719	31	92	0
2021-04-12	3688	8	92	0
2021-04-11	3680	8	92	0
2021-04-10	3672	17	92	0
2021-04-09	3655	26	92	0
2021-04-08	3629	27	92	1
2021-04-07	3602	32	91	0
2021-04-06	3570	18	91	0
2021-04-05	3552	16	91	0
2021-04-04	3536	3	91	0
2021-04-03	3533	4	91	0
2021-04-02	3529	13	91	0
2021-04-01	3516	8	91	0
2021-03-31	3508	17	91	1
2021-03-30	3491	19	90	1
2021-03-29	3472	12	89	0
2021-03-27	3460	19	89	1
2021-03-26	3441	15	88	0
2021-03-25	3426	16	88	0
2021-03-24	3410	18	88	0
2021-03-23	3392	6	88	0
2021-03-22	3386	13	88	0
2021-03-21	3373	13	88	0
2021-03-20	3360	15	88	0
2021-03-19	3345	10	88	0
2021-03-18	3335	19	88	1
2021-03-17	3316	24	87	0
2021-03-16	3292	17	87	0
2021-03-15	3275	4	87	0
2021-03-14	3271	6	87	0
2021-03-13	3265	7	87	1
2021-03-12	3258	13	86	1
2021-03-11	3245	14	85	0
2021-03-10	3231	19	85	1
2021-03-09	3212	23	84	0
2021-03-08	3189	12	84	0
2021-03-07	3177	6	84	1
2021-03-06	3171	4	83	0
2021-03-05	3167	7	83	0
2021-03-04	3160	4	83	0
2021-03-03	3156	14	83	0
2021-03-02	3142	6	83	0
2021-03-01	3136	4	83	0
2021-02-28	3132	4	83	0
2021-02-27	3128	6	83	0
2021-02-26	3122	8	83	0
2021-02-25	3114	15	83	1
2021-02-24	3099	10	82	0
2021-02-23	3089	14	82	0
2021-02-22	3075	15	82	1
2021-02-21	3060	8	81	1
2021-02-20	3052	11	80	0
2021-02-19	3041	12	80	1
2021-02-18	3029	15	79	0
2021-02-17	3014	14	79	0
2021-02-16	3000	6	79	0
2021-02-15	2994	12	79	0
2021-02-14	2982	1	79	0
2021-02-13	2981	10	79	0
2021-02-12	2971	6	79	0
2021-02-11	2965	15	79	0
2021-02-10	2950	15	79	0
2021-02-09	2935	28	79	1
2021-02-08	2907	12	78	0
2021-02-07	2895	9	78	0
2021-02-06	2886	16	78	0
2021-02-05	2870	22	78	0
2021-02-04	2848	11	78	0
2021-02-03	2837	12	78	0
2021-02-02	2825	12	78	1
2021-02-01	2813	5	77	0
2021-01-31	2808	4	77	0
2021-01-30	2804	14	77	0
2021-01-29	2790	16	77	0
2021-01-28	2774	17	77	0
2021-01-27	2757	11	77	0
2021-01-26	2746	14	77	0
2021-01-25	2732	7	77	0
2021-01-24	2725	2	77	0
2021-01-23	2723	5	77	0
2021-01-22	2718	14	77	0
2021-01-21	2704	8	77	0
2021-01-20	2696	16	77	0
2021-01-19	2680	21	77	0
2021-01-18	2659	12	77	0
2021-01-17	2647	6	77	0
2021-01-16	2641	7	77	0
2021-01-15	2634	11	77	0
2021-01-14	2623	14	77	0
2021-01-13	2609	7	77	0
2021-01-12	2602	15	77	0
2021-01-11	2587	8	77	0
2021-01-10	2579	11	77	1
2021-01-09	2568	12	76	0
2021-01-08	2556	24	76	0
2021-01-07	2532	28	76	2
2021-01-06	2504	22	74	0
2021-01-05	2482	26	74	1
2021-01-04	2456	26	73	0
2021-01-02	2430	20	73	2
2021-01-01	2410	14	71	2
2020-12-31	2396	17	69	1
2020-12-30	2379	49	68	6
2020-12-29	2330	56	62	2
2020-12-28	2274	12	60	1
2020-12-27	2262	10	59	0
2020-12-26	2252	15	59	2
2020-12-25	2237	6	57	0
2020-12-24	2231	31	57	3
2020-12-23	2200	50	54	3
2020-12-22	2150	52	51	2
2020-12-21	2098	33	49	0
2020-12-20	2065	27	49	1
2020-12-19	2038	68	48	9
2020-12-18	1970	41	39	0
2020-12-17	1929	49	39	2
2020-12-16	1880	59	37	3
2020-12-15	1821	40	34	5
2020-12-14	1781	33	29	0
2020-12-13	1748	9	29	1
2020-12-12	1739	25	28	0
2020-12-11	1714	28	28	1
2020-12-10	1686	33	27	2
2020-12-09	1653	37	25	0
2020-12-08	1616	20	25	1
2020-12-07	1596	25	24	0
2020-12-06	1571	9	24	0
2020-12-05	1562	8	24	0
2020-12-04	1554	37	24	0
2020-12-03	1517	32	24	1
2020-12-02	1485	25	23	0
2020-12-01	1460	46	23	2
2020-11-30	1414	22	21	0
2020-11-29	1392	21	21	0
2020-11-28	1371	20	21	4
2020-11-27	1351	19	17	0
2020-11-26	1332	36	17	1
2020-11-25	1296	25	16	0
2020-11-24	1271	14	16	0
2020-11-23	1257	7	16	0
2020-11-22	1250	46	16	0
2020-11-21	1204	12	16	0
2020-11-20	1192	42	16	0
2020-11-19	1150	9	16	0
2020-11-18	1141	35	16	0
2020-11-17	1106	19	16	0
2020-11-16	1087	10	16	0
2020-11-15	1077	7	16	0
2020-11-14	1070	7	16	0
2020-11-13	1063	19	16	0
2020-11-12	1044	21	16	0
2020-11-11	1023	22	16	1
2020-11-10	1001	29	15	0
2020-11-09	972	4	15	1
2020-11-08	968	17	14	0
2020-11-07	951	13	14	0
2020-11-06	938	21	14	0
2020-11-05	917	36	14	1
2020-11-04	881	54	13	0
2020-11-03	827	30	13	0
2020-11-02	797	25	13	0
2020-11-01	772	18	13	0
2020-10-31	754	21	13	0
2020-10-30	733	32	13	0
2020-10-29	701	38	13	0
2020-10-28	663	41	13	1
2020-10-27	622	19	12	0
2020-10-26	603	27	12	0
2020-10-25	576	2	12	0
2020-10-24	574	10	12	0
2020-10-23	564	17	12	0
2020-10-22	547	22	12	0
2020-10-21	525	26	12	0
2020-10-20	499	6	12	0
2020-10-19	493	9	12	0
2020-10-18	484	2	12	0
2020-10-17	482	6	12	0
2020-10-16	476	7	12	0
2020-10-15	469	9	12	0
2020-10-14	460	5	12	0
2020-10-13	455	10	12	0
2020-10-12	445	2	12	0
2020-10-11	443	2	12	1
2020-10-10	441	8	11	0
2020-10-09	433	3	11	0
2020-10-08	430	3	11	0
2020-10-07	427	6	11	0
2020-10-06	421	5	11	0
2020-10-05	416	1	11	0
2020-10-03	415	3	11	0
2020-10-02	412	7	11	0
2020-10-01	405	3	11	0
2020-09-30	402	2	11	0
2020-09-29	400	4	11	0
2020-09-28	396	2	11	0
2020-09-25	394	1	11	0
2020-09-24	393	6	11	0
2020-09-23	387	5	11	0
2020-09-22	382	1	11	0
2020-09-21	381	1	11	0
2020-09-19	380	1	11	0
2020-09-18	379	2	11	0
2020-09-17	377	1	11	0
2020-09-16	376	1	11	0
2020-09-15	375	1	11	0
2020-09-14	374	1	11	0
2020-09-11	373	9	11	0
2020-09-10	364	1	11	0
2020-09-08	363	1	11	0
2020-09-07	362	8	11	0
2020-09-06	354	3	11	1
2020-09-05	351	3	10	0
2020-09-04	348	5	10	1
2020-09-01	343	2	9	0
2020-08-31	341	4	9	0
2020-08-30	337	1	9	0
2020-08-29	336	26	9	0
2020-08-28	310	25	9	0
2020-08-27	285	3	9	0
2020-08-26	282	2	9	0
2020-08-25	280	1	9	0
2020-08-24	279	1	9	0
2020-08-22	278	1	9	0
2020-08-21	277	4	9	0
2020-08-20	273	2	9	0
2020-08-19	271	1	9	0
2020-08-18	270	1	9	0
2020-08-17	269	1	9	0
2020-08-16	268	1	9	0
2020-08-15	267	3	9	0
2020-08-14	264	1	9	0
2020-08-13	263	1	9	0
2020-08-12	262	1	9	0
2020-08-10	261	2	9	0
2020-08-07	259	1	9	0
2020-08-06	258	2	9	0
2020-08-05	256	8	9	0
2020-08-03	248	1	9	0
2020-08-01	247	2	9	0
2020-07-31	245	1	9	0
2020-07-30	244	3	9	0
2020-07-29	241	1	9	0
2020-07-28	240	2	9	0
2020-07-27	238	1	9	0
2020-07-25	237	2	9	0
2020-07-22	235	1	9	0
2020-07-20	234	1	9	0
2020-07-18	233	5	9	0
2020-07-16	228	3	9	0
2020-07-15	225	3	9	0
2020-07-14	222	1	9	0
2020-07-13	221	7	9	0
2020-07-12	214	2	9	0
2020-07-11	212	1	9	0
2020-07-10	211	3	9	0
2020-07-08	208	1	9	0
2020-07-07	207	2	9	0
2020-07-01	205	1	9	0
2020-06-25	204	1	9	0
2020-06-23	203	1	9	0
2020-06-19	202	2	9	0
2020-06-18	200	1	9	0
2020-06-12	199	2	9	0
2020-06-11	197	1	9	0
2020-05-19	196	1	9	0
2020-05-15	195	1	9	0
2020-05-11	194	1	9	0
2020-05-06	193	1	9	0
2020-05-04	192	4	9	1
2020-05-01	188	2	8	0
2020-04-30	186	3	8	0
2020-04-29	183	7	8	1
2020-04-28	176	1	7	0
2020-04-27	175	1	7	0
2020-04-24	174	1	7	0
2020-04-23	173	2	7	0
2020-04-22	171	4	7	0
2020-04-21	167	1	7	1
2020-04-19	166	2	6	1
2020-04-17	164	3	5	0
2020-04-16	161	6	5	0
2020-04-15	155	4	5	0
2020-04-14	151	5	5	0
2020-04-13	146	7	5	1
2020-04-12	139	4	4	0
2020-04-11	135	1	4	0
2020-04-10	134	2	4	0
2020-04-09	132	4	4	0
2020-04-08	128	4	4	0
2020-04-07	124	7	4	0
2020-04-06	117	8	4	0
2020-04-05	109	3	4	0
2020-04-04	106	2	4	0
2020-04-03	104	7	4	0
2020-04-02	97	6	4	0
2020-04-01	91	8	4	0
2020-03-31	83	4	4	0
2020-03-30	79	4	4	0
2020-03-29	75	20	4	1
2020-03-28	55	5	3	0
2020-03-27	50	3	3	1
2020-03-26	47	3	2	0
2020-03-25	44	3	2	0
2020-03-24	41	5	2	1
2020-03-23	36	3	1	0
2020-03-22	33	3	1	0
2020-03-21	30	6	1	0
2020-03-20	24	3	1	0
2020-03-19	21	4	1	1
2020-03-18	17	4	0	0
2020-03-17	13	4	0	0
2020-03-16	9	1	0	0
2020-03-15	8	7	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: 0:03:11.445167