Germany: SK Trier (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 15:03:53 CEST

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

overview(country="Germany", subregion="SK Trier", weeks=5);

overview(country="Germany", subregion="SK Trier");

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

# load the data
cases, deaths = germany_get_region(landkreis="SK Trier")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Trier")
print(f'Population of country="Germany", subregion="SK Trier": {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="SK Trier": 110570 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-03	44265	9	79	0
2023-03-02	44256	28	79	0
2023-03-01	44228	81	79	0
2023-02-28	44147	4	79	0
2023-02-27	44143	57	79	0
2023-02-24	44086	25	79	0
2023-02-23	44061	32	79	0
2023-02-22	44029	35	79	0
2023-02-21	43994	47	79	0
2023-02-17	43947	7	79	0
2023-02-16	43940	30	79	0
2023-02-15	43910	17	79	0
2023-02-14	43893	26	79	0
2023-02-13	43867	39	79	0
2023-02-10	43828	164	79	0
2023-02-09	43664	202	79	0
2023-02-08	43462	174	79	0
2023-02-07	43288	31	79	0
2023-02-06	43257	27	79	0
2023-02-03	43230	9	79	0
2023-02-02	43221	18	79	0
2023-02-01	43203	17	79	0
2023-01-31	43186	12	79	0
2023-01-30	43174	16	79	0
2023-01-27	43158	6	79	0
2023-01-26	43152	11	79	0
2023-01-25	43141	14	79	0
2023-01-24	43127	11	79	0
2023-01-23	43116	10	79	0
2023-01-20	43106	8	79	0
2023-01-19	43098	8	79	0
2023-01-18	43090	5	79	0
2023-01-17	43085	11	79	0
2023-01-16	43074	13	79	0
2023-01-13	43061	7	79	0
2023-01-12	43054	22	79	0
2023-01-11	43032	13	79	0
2023-01-10	43019	14	79	0
2023-01-09	43005	27	79	0
2023-01-06	42978	39	79	0
2023-01-05	42939	15	79	0
2023-01-04	42924	52	79	0
2023-01-03	42872	28	79	0
2023-01-02	42844	37	79	0
2022-12-30	42807	15	79	0
2022-12-29	42792	33	79	0
2022-12-28	42759	57	79	1
2022-12-27	42702	76	78	2
2022-12-23	42626	43	76	0
2022-12-22	42583	43	76	0
2022-12-21	42540	52	76	0
2022-12-20	42488	53	76	0
2022-12-19	42435	76	76	0
2022-12-16	42359	23	76	0
2022-12-15	42336	24	76	0
2022-12-14	42312	31	76	0
2022-12-13	42281	47	76	0
2022-12-12	42234	58	76	1
2022-12-09	42176	48	75	0
2022-12-08	42128	59	75	0
2022-12-07	42069	21	75	0
2022-12-06	42048	43	75	0
2022-12-05	42005	57	75	0
2022-12-02	41948	30	75	0
2022-12-01	41918	33	75	0
2022-11-30	41885	66	75	0
2022-11-29	41819	31	75	0
2022-11-28	41788	55	75	0
2022-11-25	41733	9	75	0
2022-11-24	41724	34	75	0
2022-11-23	41690	62	75	0
2022-11-22	41628	33	75	0
2022-11-21	41595	44	75	0
2022-11-18	41551	35	75	0
2022-11-17	41516	26	75	0
2022-11-16	41490	24	75	0
2022-11-15	41466	44	75	0
2022-11-14	41422	81	75	0
2022-11-11	41341	50	75	0
2022-11-10	41291	27	75	0
2022-11-09	41264	45	75	0
2022-11-08	41219	26	75	1
2022-11-07	41193	66	74	0
2022-11-04	41127	35	74	0
2022-11-03	41092	68	74	0
2022-11-02	41024	91	74	0
2022-10-31	40933	75	74	0
2022-10-28	40858	45	74	0
2022-10-27	40813	106	74	0
2022-10-26	40707	62	74	0
2022-10-25	40645	111	74	0
2022-10-24	40534	124	74	0
2022-10-21	40410	177	74	0
2022-10-20	40233	105	74	0
2022-10-19	40128	130	74	0
2022-10-18	39998	182	74	0
2022-10-17	39816	252	74	0
2022-10-14	39564	197	74	0
2022-10-13	39367	114	74	1
2022-10-12	39253	201	73	0
2022-10-11	39052	255	73	0
2022-10-10	38797	203	73	2
2022-10-07	38594	198	71	1
2022-10-06	38396	180	70	0
2022-10-05	38216	236	70	0
2022-10-04	37980	234	70	0
2022-10-01	37746	1	70	0
2022-09-30	37745	102	70	0
2022-09-29	37643	143	70	0
2022-09-28	37500	135	70	0
2022-09-27	37365	98	70	0
2022-09-26	37267	154	70	1
2022-09-23	37113	81	69	0
2022-09-22	37032	66	69	0
2022-09-21	36966	49	69	0
2022-09-20	36917	96	69	0
2022-09-19	36821	100	69	0
2022-09-16	36721	48	69	0
2022-09-15	36673	71	69	0
2022-09-14	36602	29	69	0
2022-09-13	36573	59	69	0
2022-09-12	36514	81	69	0
2022-09-09	36433	37	69	0
2022-09-08	36396	40	69	0
2022-09-07	36356	33	69	0
2022-09-06	36323	58	69	0
2022-09-05	36265	59	69	0
2022-09-02	36206	47	69	0
2022-09-01	36159	38	69	0
2022-08-31	36121	60	69	0
2022-08-30	36061	59	69	0
2022-08-29	36002	69	69	1
2022-08-26	35933	34	68	0
2022-08-25	35899	39	68	0
2022-08-24	35860	20	68	0
2022-08-23	35840	56	68	0
2022-08-22	35784	59	68	0
2022-08-19	35725	45	68	0
2022-08-18	35680	54	68	0
2022-08-17	35626	69	68	0
2022-08-16	35557	83	68	1
2022-08-15	35474	92	67	0
2022-08-12	35382	67	67	0
2022-08-11	35315	67	67	0
2022-08-10	35248	177	67	1
2022-08-09	35071	60	66	0
2022-08-08	35011	97	66	0
2022-08-05	34914	36	66	0
2022-08-04	34878	107	66	0
2022-08-03	34771	68	66	0
2022-08-02	34703	114	66	0
2022-08-01	34589	132	66	0
2022-07-29	34457	36	66	0
2022-07-28	34421	64	66	0
2022-07-27	34357	121	66	0
2022-07-26	34236	77	66	0
2022-07-25	34159	196	66	1
2022-07-22	33963	106	65	1
2022-07-21	33857	134	64	0
2022-07-20	33723	119	64	0
2022-07-19	33604	154	64	0
2022-07-18	33450	188	64	0
2022-07-15	33262	150	64	0
2022-07-14	33112	123	64	0
2022-07-13	32989	227	64	0
2022-07-12	32762	205	64	1
2022-07-11	32557	236	63	0
2022-07-08	32321	130	63	0
2022-07-07	32191	150	63	0
2022-07-06	32041	166	63	0
2022-07-05	31875	133	63	1
2022-07-04	31742	200	62	0
2022-07-01	31542	72	62	0
2022-06-30	31470	224	62	0
2022-06-29	31246	137	62	0
2022-06-28	31109	102	62	0
2022-06-27	31007	176	62	0
2022-06-24	30831	183	62	0
2022-06-23	30648	119	62	0
2022-06-22	30529	241	62	0
2022-06-21	30288	178	62	0
2022-06-20	30110	262	62	0
2022-06-17	29848	132	62	0
2022-06-15	29716	158	62	0
2022-06-14	29558	105	62	0
2022-06-13	29453	167	62	0
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2021-09-01	3138	26	34	1
2021-08-31	3112	32	33	0
2021-08-30	3080	7	33	0
2021-08-29	3073	5	33	0
2021-08-28	3068	11	33	0
2021-08-27	3057	6	33	0
2021-08-26	3051	11	33	0
2021-08-25	3040	20	33	2
2021-08-24	3020	21	31	0
2021-08-23	2999	3	31	0
2021-08-22	2996	5	31	0
2021-08-21	2991	13	31	1
2021-08-20	2978	8	30	0
2021-08-19	2970	11	30	0
2021-08-18	2959	4	30	0
2021-08-17	2955	9	30	0
2021-08-16	2946	5	30	0
2021-08-15	2941	6	30	0
2021-08-14	2935	5	30	0
2021-08-13	2930	5	30	0
2021-08-12	2925	6	30	0
2021-08-11	2919	7	30	0
2021-08-10	2912	7	30	0
2021-08-09	2905	6	30	0
2021-08-08	2899	2	30	0
2021-08-06	2897	3	30	0
2021-08-05	2894	7	30	0
2021-08-04	2887	8	30	0
2021-08-03	2879	5	30	0
2021-08-02	2874	3	30	0
2021-08-01	2871	1	30	0
2021-07-31	2870	2	30	0
2021-07-30	2868	2	30	0
2021-07-29	2866	2	30	0
2021-07-28	2864	4	30	0
2021-07-27	2860	10	30	0
2021-07-26	2850	1	30	0
2021-07-25	2849	1	30	0
2021-07-24	2848	3	30	0
2021-07-23	2845	2	30	0
2021-07-22	2843	2	30	0
2021-07-21	2841	2	30	0
2021-07-20	2839	7	30	0
2021-07-19	2832	2	30	0
2021-07-18	2830	3	30	0
2021-07-17	2827	5	30	0
2021-07-16	2822	2	30	0
2021-07-15	2820	6	30	0
2021-07-14	2814	4	30	0
2021-07-13	2810	23	30	0
2021-07-12	2787	2	30	0
2021-07-11	2785	5	30	0
2021-07-10	2780	6	30	0
2021-07-09	2774	4	30	0
2021-07-08	2770	2	30	0
2021-07-06	2768	3	30	0
2021-07-05	2765	2	30	0
2021-07-04	2763	1	30	0
2021-07-02	2762	3	30	0
2021-07-01	2759	1	30	0
2021-06-30	2758	2	30	0
2021-06-29	2756	1	30	0
2021-06-28	2755	1	30	0
2021-06-24	2754	1	30	0
2021-06-23	2753	1	30	0
2021-06-21	2752	2	30	0
2021-06-16	2750	1	30	0
2021-06-15	2749	3	30	0
2021-06-14	2746	1	30	0
2021-06-11	2745	2	30	0
2021-06-10	2743	2	30	0
2021-06-09	2741	3	30	0
2021-06-08	2738	4	30	0
2021-06-07	2734	1	30	0
2021-06-06	2733	1	30	0
2021-06-05	2732	3	30	0
2021-06-04	2729	2	30	0
2021-06-03	2727	6	30	0
2021-06-02	2721	3	30	0
2021-06-01	2718	10	30	0
2021-05-31	2708	4	30	0
2021-05-30	2704	2	30	0
2021-05-29	2702	3	30	0
2021-05-28	2699	9	30	0
2021-05-27	2690	4	30	0
2021-05-26	2686	11	30	0
2021-05-25	2675	1	30	0
2021-05-24	2674	3	30	0
2021-05-23	2671	6	30	0
2021-05-22	2665	4	30	0
2021-05-21	2661	3	30	0
2021-05-20	2658	7	30	0
2021-05-19	2651	3	30	0
2021-05-18	2648	8	30	0
2021-05-17	2640	5	30	0
2021-05-16	2635	1	30	0
2021-05-15	2634	7	30	0
2021-05-14	2627	3	30	0
2021-05-13	2624	7	30	0
2021-05-12	2617	13	30	0
2021-05-11	2604	9	30	1
2021-05-10	2595	10	29	0
2021-05-09	2585	1	29	0
2021-05-08	2584	6	29	0
2021-05-07	2578	8	29	0
2021-05-06	2570	9	29	0
2021-05-05	2561	8	29	0
2021-05-04	2553	23	29	1
2021-05-03	2530	13	28	0
2021-05-02	2517	4	28	0
2021-05-01	2513	4	28	0
2021-04-30	2509	15	28	0
2021-04-29	2494	13	28	1
2021-04-28	2481	11	27	0
2021-04-27	2470	29	27	0
2021-04-26	2441	19	27	0
2021-04-25	2422	10	27	0
2021-04-24	2412	3	27	0
2021-04-23	2409	8	27	0
2021-04-22	2401	19	27	0
2021-04-21	2382	10	27	0
2021-04-20	2372	33	27	0
2021-04-19	2339	13	27	0
2021-04-18	2326	6	27	0
2021-04-17	2320	15	27	0
2021-04-16	2305	31	27	0
2021-04-15	2274	21	27	0
2021-04-14	2253	13	27	0
2021-04-13	2240	33	27	0
2021-04-12	2207	9	27	0
2021-04-11	2198	4	27	0
2021-04-10	2194	17	27	0
2021-04-09	2177	13	27	0
2021-04-08	2164	15	27	0
2021-04-07	2149	21	27	1
2021-04-06	2128	8	26	0
2021-04-05	2120	8	26	0
2021-04-04	2112	4	26	0
2021-04-03	2108	3	26	0
2021-04-02	2105	14	26	1
2021-04-01	2091	7	25	0
2021-03-31	2084	11	25	0
2021-03-30	2073	16	25	0
2021-03-29	2057	9	25	0
2021-03-27	2048	11	25	0
2021-03-26	2037	7	25	0
2021-03-25	2030	8	25	0
2021-03-24	2022	9	25	0
2021-03-23	2013	7	25	0
2021-03-22	2006	10	25	0
2021-03-21	1996	7	25	1
2021-03-20	1989	3	24	0
2021-03-19	1986	10	24	0
2021-03-18	1976	9	24	0
2021-03-17	1967	15	24	0
2021-03-16	1952	22	24	0
2021-03-15	1930	6	24	0
2021-03-14	1924	4	24	0
2021-03-13	1920	4	24	0
2021-03-12	1916	9	24	0
2021-03-11	1907	7	24	0
2021-03-10	1900	13	24	0
2021-03-09	1887	4	24	0
2021-03-08	1883	6	24	1
2021-03-07	1877	2	23	0
2021-03-06	1875	2	23	0
2021-03-05	1873	1	23	0
2021-03-04	1872	7	23	0
2021-03-03	1865	3	23	0
2021-03-02	1862	6	23	0
2021-03-01	1856	7	23	0
2021-02-26	1849	6	23	0
2021-02-25	1843	5	23	0
2021-02-24	1838	9	23	0
2021-02-23	1829	7	23	0
2021-02-22	1822	7	23	0
2021-02-21	1815	2	23	0
2021-02-19	1813	7	23	0
2021-02-18	1806	13	23	0
2021-02-17	1793	8	23	0
2021-02-16	1785	4	23	0
2021-02-15	1781	7	23	0
2021-02-14	1774	2	23	0
2021-02-12	1772	2	23	0
2021-02-11	1770	9	23	0
2021-02-10	1761	10	23	0
2021-02-09	1751	14	23	1
2021-02-08	1737	6	22	0
2021-02-07	1731	3	22	0
2021-02-06	1728	3	22	0
2021-02-05	1725	8	22	1
2021-02-04	1717	9	21	1
2021-02-03	1708	10	20	0
2021-02-02	1698	9	20	0
2021-02-01	1689	1	20	0
2021-01-30	1688	1	20	0
2021-01-29	1687	2	20	0
2021-01-28	1685	11	20	0
2021-01-27	1674	6	20	0
2021-01-26	1668	8	20	0
2021-01-25	1660	9	20	0
2021-01-24	1651	2	20	0
2021-01-23	1649	3	20	0
2021-01-22	1646	13	20	0
2021-01-21	1633	8	20	0
2021-01-20	1625	9	20	0
2021-01-19	1616	12	20	0
2021-01-18	1604	12	20	0
2021-01-17	1592	2	20	0
2021-01-16	1590	4	20	0
2021-01-15	1586	9	20	0
2021-01-14	1577	8	20	0
2021-01-13	1569	16	20	0
2021-01-12	1553	16	20	0
2021-01-11	1537	12	20	0
2021-01-10	1525	3	20	0
2021-01-09	1522	10	20	0
2021-01-08	1512	9	20	0
2021-01-07	1503	19	20	0
2021-01-06	1484	16	20	0
2021-01-05	1468	24	20	0
2021-01-04	1444	17	20	2
2021-01-03	1427	4	18	0
2021-01-02	1423	1	18	0
2021-01-01	1422	8	18	0
2020-12-31	1414	31	18	0
2020-12-30	1383	17	18	1
2020-12-29	1366	20	17	0
2020-12-28	1346	9	17	0
2020-12-27	1337	9	17	0
2020-12-26	1328	11	17	0
2020-12-25	1317	7	17	0
2020-12-24	1310	14	17	0
2020-12-23	1296	19	17	0
2020-12-22	1277	21	17	0
2020-12-21	1256	17	17	0
2020-12-20	1239	7	17	0
2020-12-19	1232	20	17	0
2020-12-18	1212	19	17	0
2020-12-17	1193	21	17	1
2020-12-16	1172	14	16	0
2020-12-15	1158	28	16	0
2020-12-14	1130	16	16	0
2020-12-13	1114	5	16	0
2020-12-12	1109	18	16	0
2020-12-11	1091	34	16	0
2020-12-10	1057	19	16	0
2020-12-09	1038	17	16	0
2020-12-08	1021	31	16	3
2020-12-07	990	15	13	0
2020-12-06	975	5	13	0
2020-12-05	970	7	13	0
2020-12-04	963	10	13	0
2020-12-03	953	17	13	0
2020-12-02	936	8	13	0
2020-12-01	928	12	13	0
2020-11-30	916	17	13	3
2020-11-29	899	3	10	0
2020-11-28	896	6	10	0
2020-11-27	890	10	10	0
2020-11-26	880	16	10	0
2020-11-25	864	9	10	0
2020-11-24	855	18	10	0
2020-11-23	837	4	10	1
2020-11-22	833	3	9	0
2020-11-21	830	4	9	1
2020-11-20	826	19	8	1
2020-11-19	807	7	7	0
2020-11-18	800	22	7	0
2020-11-17	778	15	7	1
2020-11-16	763	6	6	0
2020-11-15	757	14	6	1
2020-11-14	743	11	5	1
2020-11-13	732	16	4	1
2020-11-12	716	15	3	0
2020-11-11	701	7	3	0
2020-11-10	694	14	3	0
2020-11-09	680	11	3	0
2020-11-08	669	14	3	0
2020-11-07	655	6	3	0
2020-11-06	649	27	3	1
2020-11-05	622	23	2	0
2020-11-04	599	32	2	0
2020-11-03	567	22	2	0
2020-11-02	545	10	2	0
2020-11-01	535	10	2	0
2020-10-31	525	10	2	0
2020-10-30	515	37	2	0
2020-10-29	478	17	2	0
2020-10-28	461	25	2	0
2020-10-27	436	20	2	0
2020-10-26	416	32	2	0
2020-10-25	384	6	2	0
2020-10-24	378	10	2	0
2020-10-23	368	30	2	0
2020-10-22	338	22	2	0
2020-10-21	316	22	2	0
2020-10-20	294	6	2	0
2020-10-19	288	5	2	0
2020-10-18	283	2	2	0
2020-10-17	281	7	2	0
2020-10-16	274	4	2	0
2020-10-15	270	4	2	0
2020-10-14	266	3	2	0
2020-10-13	263	5	2	0
2020-10-12	258	2	2	0
2020-10-10	256	5	2	0
2020-10-09	251	5	2	0
2020-10-08	246	8	2	0
2020-10-07	238	5	2	0
2020-10-06	233	6	2	0
2020-10-05	227	3	2	0
2020-10-03	224	3	2	0
2020-10-02	221	6	2	0
2020-10-01	215	2	2	0
2020-09-30	213	5	2	0
2020-09-29	208	1	2	0
2020-09-25	207	1	2	0
2020-09-24	206	2	2	0
2020-09-23	204	1	2	0
2020-09-22	203	3	2	0
2020-09-21	200	1	2	0
2020-09-19	199	1	2	0
2020-09-18	198	5	2	0
2020-09-16	193	3	2	0
2020-09-12	190	1	2	0
2020-09-11	189	3	2	0
2020-09-10	186	3	2	0
2020-09-09	183	2	2	0
2020-09-08	181	1	2	0
2020-09-06	180	4	2	0
2020-09-05	176	2	2	0
2020-09-04	174	3	2	0
2020-09-03	171	3	2	0
2020-09-01	168	1	2	0
2020-08-30	167	1	2	0
2020-08-29	166	1	2	0
2020-08-28	165	1	2	0
2020-08-27	164	2	2	0
2020-08-26	162	1	2	0
2020-08-23	161	3	2	0
2020-08-19	158	3	2	0
2020-08-18	155	1	2	0
2020-08-17	154	6	2	1
2020-08-15	148	2	1	0
2020-08-14	146	7	1	0
2020-08-13	139	3	1	0
2020-08-08	136	1	1	0
2020-08-06	135	1	1	0
2020-08-05	134	4	1	0
2020-08-03	130	1	1	0
2020-08-01	129	1	1	0
2020-07-29	128	3	1	0
2020-07-28	125	1	1	0
2020-07-22	124	1	1	0
2020-07-18	123	3	1	0
2020-07-17	120	1	1	0
2020-07-15	119	2	1	0
2020-07-13	117	3	1	0
2020-07-12	114	1	1	0
2020-07-11	113	1	1	0
2020-07-10	112	6	1	0
2020-07-08	106	1	1	0
2020-07-05	105	1	1	0
2020-07-01	104	1	1	0
2020-06-17	103	1	1	0
2020-05-22	102	1	1	0
2020-05-14	101	1	1	0
2020-05-06	100	1	1	0
2020-04-30	99	2	1	0
2020-04-29	97	1	1	0
2020-04-24	96	2	1	0
2020-04-17	94	2	1	0
2020-04-16	92	2	1	0
2020-04-13	90	2	1	0
2020-04-12	88	5	1	0
2020-04-09	83	1	1	0
2020-04-08	82	1	1	0
2020-04-07	81	6	1	0
2020-04-06	75	3	1	0
2020-04-05	72	1	1	0
2020-04-03	71	2	1	1
2020-04-02	69	4	0	0
2020-04-01	65	5	0	0
2020-03-31	60	1	0	0
2020-03-30	59	3	0	0
2020-03-29	56	13	0	0
2020-03-28	43	6	0	0
2020-03-27	37	8	0	0
2020-03-26	29	5	0	0
2020-03-24	24	3	0	0
2020-03-23	21	1	0	0
2020-03-22	20	4	0	0
2020-03-21	16	4	0	0
2020-03-19	12	1	0	0
2020-03-18	11	1	0	0
2020-03-17	10	3	0	0
2020-03-16	7	1	0	0
2020-03-15	6	3	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: 0:03:12.518570