Germany: LK Ludwigslust-Parchim (Mecklenburg-Vorpommern)

• 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 12:52:11 CEST

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

overview(country="Germany", subregion="LK Ludwigslust-Parchim", weeks=5);

overview(country="Germany", subregion="LK Ludwigslust-Parchim");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Ludwigslust-Parchim")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Ludwigslust-Parchim")
print(f'Population of country="Germany", subregion="LK Ludwigslust-Parchim": {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 Ludwigslust-Parchim": 211899 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	99314	23	558	0
2023-03-04	99291	1	558	0
2023-03-03	99290	7	558	0
2023-03-02	99283	13	558	0
2023-03-01	99270	20	558	0
2023-02-28	99250	60	558	0
2023-02-27	99190	42	558	0
2023-02-24	99148	23	558	0
2023-02-23	99125	28	558	0
2023-02-22	99097	29	558	0
2023-02-21	99068	46	558	0
2023-02-20	99022	24	558	0
2023-02-17	98998	21	558	0
2023-02-16	98977	16	558	0
2023-02-15	98961	43	558	0
2023-02-14	98918	15	558	0
2023-02-13	98903	22	558	0
2023-02-10	98881	23	558	1
2023-02-09	98858	26	557	0
2023-02-08	98832	27	557	0
2023-02-07	98805	38	557	0
2023-02-06	98767	28	557	0
2023-02-03	98739	31	557	0
2023-02-02	98708	27	557	0
2023-02-01	98681	20	557	0
2023-01-31	98661	37	557	0
2023-01-30	98624	27	557	0
2023-01-27	98597	15	557	0
2023-01-26	98582	15	557	0
2023-01-25	98567	30	557	0
2023-01-24	98537	39	557	0
2023-01-23	98498	22	557	0
2023-01-20	98476	9	557	0
2023-01-19	98467	25	557	0
2023-01-18	98442	19	557	0
2023-01-17	98423	45	557	0
2023-01-16	98378	23	557	0
2023-01-13	98355	30	557	0
2023-01-12	98325	31	557	1
2023-01-11	98294	39	556	0
2023-01-10	98255	73	556	0
2023-01-09	98182	68	556	1
2023-01-06	98114	50	555	0
2023-01-05	98064	62	555	1
2023-01-04	98002	88	554	1
2023-01-03	97914	143	553	1
2023-01-02	97771	74	552	1
2022-12-30	97697	77	551	4
2022-12-29	97620	129	547	0
2022-12-28	97491	185	547	3
2022-12-27	97306	162	544	4
2022-12-23	97144	101	540	2
2022-12-22	97043	134	538	2
2022-12-21	96909	161	536	2
2022-12-20	96748	209	534	0
2022-12-19	96539	154	534	4
2022-12-16	96385	136	530	1
2022-12-15	96249	132	529	1
2022-12-14	96117	176	528	2
2022-12-13	95941	221	526	3
2022-12-12	95720	128	523	2
2022-12-09	95592	119	521	1
2022-12-08	95473	124	520	2
2022-12-07	95349	170	518	0
2022-12-06	95179	241	518	1
2022-12-05	94938	148	517	3
2022-12-02	94790	107	514	0
2022-12-01	94683	119	514	0
2022-11-30	94564	105	514	2
2022-11-29	94459	259	512	0
2022-11-28	94200	117	512	0
2022-11-25	94083	90	512	0
2022-11-24	93993	93	512	0
2022-11-23	93900	103	512	1
2022-11-22	93797	188	511	1
2022-11-21	93609	72	510	2
2022-11-18	93537	72	508	1
2022-11-17	93465	89	507	0
2022-11-16	93376	76	507	0
2022-11-15	93300	172	507	1
2022-11-14	93128	96	506	0
2022-11-11	93032	105	506	0
2022-11-10	92927	100	506	0
2022-11-09	92827	107	506	0
2022-11-08	92720	218	506	1
2022-11-07	92502	111	505	1
2022-11-04	92391	139	504	0
2022-11-03	92252	195	504	0
2022-11-02	92057	299	504	0
2022-11-01	91758	194	504	2
2022-10-28	91564	132	502	3
2022-10-27	91432	177	499	1
2022-10-26	91255	223	498	0
2022-10-25	91032	432	498	0
2022-10-24	90600	236	498	2
2022-10-21	90364	191	496	0
2022-10-20	90173	210	496	3
2022-10-19	89963	272	493	0
2022-10-18	89691	601	493	1
2022-10-17	89090	267	492	1
2022-10-14	88823	185	491	0
2022-10-13	88638	188	491	0
2022-10-12	88450	232	491	1
2022-10-11	88218	406	490	1
2022-10-10	87812	254	489	2
2022-10-07	87558	227	487	0
2022-10-06	87331	326	487	1
2022-10-05	87005	542	486	1
2022-10-04	86463	251	485	1
2022-09-30	86212	182	484	0
2022-09-29	86030	201	484	0
2022-09-28	85829	218	484	0
2022-09-27	85611	308	484	1
2022-09-26	85303	195	483	0
2022-09-23	85108	107	483	0
2022-09-22	85001	136	483	2
2022-09-21	84865	121	481	0
2022-09-20	84744	243	481	0
2022-09-19	84501	168	481	0
2022-09-16	84333	121	481	0
2022-09-15	84212	135	481	0
2022-09-14	84077	157	481	0
2022-09-13	83920	237	481	1
2022-09-12	83683	136	480	2
2022-09-09	83547	93	478	0
2022-09-08	83454	105	478	0
2022-09-07	83349	106	478	0
2022-09-06	83243	198	478	2
2022-09-05	83045	112	476	0
2022-09-02	82933	80	476	1
2022-09-01	82853	105	475	0
2022-08-31	82748	110	475	0
2022-08-30	82638	231	475	2
2022-08-29	82407	139	473	0
2022-08-26	82268	127	473	1
2022-08-25	82141	124	472	0
2022-08-24	82017	132	472	1
2022-08-23	81885	252	471	1
2022-08-22	81633	116	470	0
2022-08-19	81517	114	470	0
2022-08-18	81403	120	470	0
2022-08-17	81283	133	470	2
2022-08-16	81150	291	468	0
2022-08-15	80859	139	468	0
2022-08-12	80720	127	468	0
2022-08-11	80593	104	468	0
2022-08-10	80489	166	468	0
2022-08-09	80323	319	468	0
2022-08-08	80004	142	468	1
2022-08-05	79862	154	467	0
2022-08-04	79708	124	467	0
2022-08-03	79584	152	467	0
2022-08-02	79432	310	467	0
2022-08-01	79122	176	467	0
2022-07-29	78946	132	467	1
2022-07-28	78814	179	466	1
2022-07-27	78635	154	465	2
2022-07-26	78481	349	463	1
2022-07-25	78132	259	462	1
2022-07-22	77873	173	461	1
2022-07-21	77700	183	460	2
2022-07-20	77517	280	458	1
2022-07-19	77237	368	457	1
2022-07-18	76869	225	456	0
2022-07-15	76644	225	456	1
2022-07-14	76419	279	455	1
2022-07-13	76140	209	454	2
2022-07-12	75931	425	452	1
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2022-07-08	75301	187	449	1
2022-07-07	75114	210	448	0
2022-07-06	74904	237	448	0
2022-07-05	74667	325	448	0
2022-07-04	74342	247	448	1
2022-07-01	74095	207	447	0
2022-06-30	73888	229	447	0
2022-06-29	73659	239	447	1
2022-06-28	73420	460	446	0
2022-06-27	72960	259	446	0
2022-06-24	72701	204	446	0
2022-06-23	72497	215	446	0
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2021-09-08	7800	3	274	0
2021-09-07	7797	28	274	0
2021-09-05	7769	2	274	0
2021-09-04	7767	4	274	0
2021-09-03	7763	9	274	1
2021-09-02	7754	3	273	0
2021-09-01	7751	7	273	0
2021-08-31	7744	10	273	0
2021-08-28	7734	4	273	0
2021-08-27	7730	32	273	0
2021-08-26	7698	1	273	0
2021-08-25	7697	2	273	0
2021-08-24	7695	15	273	0
2021-08-23	7680	1	273	0
2021-08-22	7679	1	273	0
2021-08-21	7678	11	273	0
2021-08-20	7667	26	273	0
2021-08-19	7641	10	273	0
2021-08-18	7631	15	273	0
2021-08-17	7616	27	273	0
2021-08-16	7589	2	273	0
2021-08-15	7587	1	273	0
2021-08-14	7586	3	273	0
2021-08-13	7583	16	273	1
2021-08-12	7567	23	272	0
2021-08-11	7544	15	272	0
2021-08-10	7529	23	272	2
2021-08-09	7506	3	270	1
2021-08-08	7503	1	269	0
2021-08-07	7502	5	269	0
2021-08-06	7497	18	269	0
2021-08-05	7479	21	269	0
2021-08-04	7458	8	269	1
2021-08-03	7450	18	268	0
2021-07-31	7432	7	268	0
2021-07-30	7425	2	268	0
2021-07-29	7423	2	268	0
2021-07-28	7421	4	268	0
2021-07-27	7417	9	268	0
2021-07-24	7408	1	268	0
2021-07-23	7407	2	268	0
2021-07-22	7405	1	268	0
2021-07-21	7404	1	268	0
2021-07-20	7403	1	268	0
2021-07-17	7402	1	268	0
2021-07-16	7401	1	268	0
2021-07-15	7400	1	268	0
2021-07-14	7399	1	268	0
2021-07-13	7398	1	268	0
2021-07-07	7397	1	268	0
2021-06-30	7396	1	268	0
2021-06-29	7395	3	268	0
2021-06-28	7392	1	268	0
2021-06-27	7391	2	268	0
2021-06-25	7389	4	268	0
2021-06-23	7385	4	268	0
2021-06-22	7381	2	268	0
2021-06-19	7379	2	268	0
2021-06-18	7377	1	268	0
2021-06-17	7376	1	268	0
2021-06-16	7375	2	268	0
2021-06-15	7373	6	268	0
2021-06-14	7367	1	268	1
2021-06-13	7366	1	267	0
2021-06-12	7365	7	267	0
2021-06-11	7358	5	267	0
2021-06-10	7353	5	267	0
2021-06-09	7348	1	267	0
2021-06-08	7347	3	267	0
2021-06-07	7344	1	267	0
2021-06-05	7343	3	267	0
2021-06-04	7340	8	267	0
2021-06-03	7332	1	267	0
2021-06-02	7331	2	267	0
2021-06-01	7329	22	267	0
2021-05-30	7307	1	267	0
2021-05-29	7306	11	267	0
2021-05-28	7295	15	267	0
2021-05-27	7280	11	267	0
2021-05-26	7269	12	267	0
2021-05-25	7257	2	267	0
2021-05-24	7255	1	267	0
2021-05-23	7254	3	267	0
2021-05-22	7251	10	267	0
2021-05-21	7241	14	267	0
2021-05-20	7227	24	267	0
2021-05-19	7203	10	267	0
2021-05-18	7193	30	267	0
2021-05-17	7163	1	267	0
2021-05-15	7162	20	267	0
2021-05-14	7142	2	267	0
2021-05-13	7140	26	267	0
2021-05-12	7114	40	267	0
2021-05-11	7074	44	267	2
2021-05-10	7030	10	265	0
2021-05-09	7020	1	265	0
2021-05-08	7019	33	265	0
2021-05-07	6986	47	265	2
2021-05-06	6939	55	263	0
2021-05-05	6884	45	263	0
2021-05-04	6839	89	263	3
2021-05-03	6750	23	260	0
2021-05-01	6727	48	260	0
2021-04-30	6679	53	260	2
2021-04-29	6626	47	258	1
2021-04-28	6579	63	257	0
2021-04-27	6516	205	257	1
2021-04-26	6311	6	256	0
2021-04-25	6305	2	256	0
2021-04-24	6303	48	256	1
2021-04-23	6255	76	255	2
2021-04-22	6179	84	253	2
2021-04-21	6095	83	251	1
2021-04-20	6012	78	250	0
2021-04-19	5934	8	250	0
2021-04-18	5926	4	250	1
2021-04-17	5922	67	249	2
2021-04-16	5855	74	247	0
2021-04-15	5781	67	247	2
2021-04-14	5714	67	245	1
2021-04-13	5647	87	244	2
2021-04-12	5560	10	242	1
2021-04-11	5550	7	241	0
2021-04-10	5543	53	241	0
2021-04-09	5490	82	241	0
2021-04-08	5408	70	241	0
2021-04-07	5338	65	241	1
2021-04-06	5273	5	240	0
2021-04-05	5268	4	240	0
2021-04-04	5264	42	240	0
2021-04-03	5222	10	240	0
2021-04-02	5212	85	240	1
2021-04-01	5127	38	239	0
2021-03-31	5089	50	239	1
2021-03-30	5039	78	238	2
2021-03-29	4961	9	236	0
2021-03-28	4952	7	236	0
2021-03-27	4945	64	236	1
2021-03-26	4881	63	235	2
2021-03-25	4818	101	233	3
2021-03-24	4717	82	230	2
2021-03-23	4635	91	228	0
2021-03-22	4544	24	228	0
2021-03-21	4520	1	228	0
2021-03-20	4519	51	228	2
2021-03-19	4468	70	226	2
2021-03-18	4398	31	224	0
2021-03-17	4367	48	224	0
2021-03-16	4319	66	224	1
2021-03-15	4253	11	223	1
2021-03-14	4242	1	222	1
2021-03-13	4241	17	221	0
2021-03-12	4224	47	221	1
2021-03-11	4177	41	220	2
2021-03-10	4136	34	218	1
2021-03-09	4102	42	217	0
2021-03-08	4060	3	217	0
2021-03-06	4057	11	217	0
2021-03-05	4046	74	217	3
2021-03-04	3972	33	214	0
2021-03-03	3939	37	214	1
2021-03-02	3902	60	213	0
2021-03-01	3842	2	213	0
2021-02-28	3840	1	213	0
2021-02-27	3839	44	213	0
2021-02-26	3795	32	213	0
2021-02-25	3763	31	213	0
2021-02-24	3732	19	213	0
2021-02-23	3713	45	213	4
2021-02-22	3668	1	209	0
2021-02-21	3667	1	209	0
2021-02-20	3666	24	209	3
2021-02-19	3642	31	206	2
2021-02-18	3611	27	204	1
2021-02-17	3584	21	203	1
2021-02-16	3563	42	202	1
2021-02-15	3521	5	201	1
2021-02-14	3516	1	200	0
2021-02-13	3515	38	200	5
2021-02-12	3477	19	195	1
2021-02-11	3458	18	194	2
2021-02-10	3440	12	192	1
2021-02-09	3428	24	191	2
2021-02-08	3404	3	189	1
2021-02-07	3401	1	188	1
2021-02-06	3400	11	187	1
2021-02-05	3389	46	186	2
2021-02-04	3343	27	184	0
2021-02-03	3316	57	184	5
2021-02-02	3259	41	179	3
2021-02-01	3218	6	176	1
2021-01-31	3212	4	175	1
2021-01-30	3208	33	174	3
2021-01-29	3175	33	171	1
2021-01-28	3142	38	170	1
2021-01-27	3104	28	169	1
2021-01-26	3076	93	168	10
2021-01-25	2983	19	158	0
2021-01-24	2964	1	158	1
2021-01-23	2963	63	157	6
2021-01-22	2900	32	151	2
2021-01-21	2868	44	149	2
2021-01-20	2824	58	147	8
2021-01-19	2766	98	139	9
2021-01-18	2668	7	130	1
2021-01-17	2661	5	129	0
2021-01-16	2656	59	129	5
2021-01-15	2597	77	124	10
2021-01-14	2520	31	114	0
2021-01-13	2489	60	114	2
2021-01-12	2429	114	112	10
2021-01-11	2315	10	102	0
2021-01-10	2305	2	102	1
2021-01-09	2303	52	101	4
2021-01-08	2251	74	97	4
2021-01-07	2177	51	93	4
2021-01-06	2126	84	89	8
2021-01-05	2042	137	81	7
2021-01-04	1905	12	74	1
2021-01-03	1893	3	73	0
2021-01-02	1890	6	73	1
2021-01-01	1884	6	72	1
2020-12-31	1878	52	71	1
2020-12-30	1826	51	70	2
2020-12-29	1775	129	68	18
2020-12-28	1646	11	50	2
2020-12-27	1635	2	48	1
2020-12-26	1633	6	47	0
2020-12-25	1627	16	47	2
2020-12-24	1611	32	45	1
2020-12-23	1579	35	44	2
2020-12-22	1544	62	42	5
2020-12-21	1482	6	37	0
2020-12-20	1476	11	37	0
2020-12-19	1465	26	37	1
2020-12-18	1439	33	36	0
2020-12-17	1406	38	36	0
2020-12-16	1368	70	36	3
2020-12-15	1298	49	33	1
2020-12-14	1249	6	32	0
2020-12-13	1243	4	32	1
2020-12-12	1239	57	31	3
2020-12-11	1182	42	28	0
2020-12-10	1140	44	28	2
2020-12-09	1096	56	26	0
2020-12-08	1040	52	26	8
2020-12-07	988	9	18	1
2020-12-06	979	2	17	0
2020-12-05	977	29	17	1
2020-12-04	948	30	16	2
2020-12-03	918	28	14	1
2020-12-02	890	27	13	2
2020-12-01	863	24	11	2
2020-11-29	839	5	9	0
2020-11-28	834	5	9	0
2020-11-27	829	18	9	1
2020-11-26	811	43	8	0
2020-11-25	768	17	8	0
2020-11-24	751	28	8	0
2020-11-23	723	3	8	0
2020-11-22	720	5	8	0
2020-11-21	715	13	8	0
2020-11-20	702	25	8	1
2020-11-19	677	13	7	1
2020-11-18	664	20	6	0
2020-11-17	644	20	6	0
2020-11-16	624	2	6	0
2020-11-15	622	4	6	0
2020-11-14	618	17	6	0
2020-11-13	601	19	6	0
2020-11-12	582	11	6	0
2020-11-11	571	8	6	1
2020-11-10	563	25	5	1
2020-11-09	538	6	4	0
2020-11-08	532	3	4	0
2020-11-07	529	9	4	0
2020-11-06	520	18	4	0
2020-11-05	502	16	4	0
2020-11-04	486	12	4	0
2020-11-03	474	17	4	0
2020-11-02	457	13	4	0
2020-10-31	444	8	4	0
2020-10-30	436	24	4	0
2020-10-29	412	33	4	1
2020-10-28	379	8	3	0
2020-10-27	371	54	3	0
2020-10-26	317	1	3	0
2020-10-25	316	1	3	0
2020-10-24	315	12	3	0
2020-10-23	303	3	3	0
2020-10-22	300	11	3	0
2020-10-21	289	2	3	0
2020-10-20	287	16	3	0
2020-10-19	271	2	3	0
2020-10-18	269	5	3	0
2020-10-17	264	7	3	0
2020-10-16	257	10	3	0
2020-10-15	247	15	3	0
2020-10-14	232	3	3	0
2020-10-13	229	20	3	0
2020-10-10	209	13	3	0
2020-10-09	196	2	3	0
2020-10-08	194	3	3	0
2020-10-07	191	5	3	0
2020-10-06	186	3	3	0
2020-09-29	183	17	3	0
2020-09-24	166	1	3	0
2020-09-23	165	1	3	0
2020-09-22	164	6	3	0
2020-09-19	158	1	3	0
2020-09-18	157	1	3	0
2020-09-17	156	3	3	0
2020-09-15	153	4	3	0
2020-09-11	149	2	3	0
2020-09-09	147	1	3	0
2020-09-04	146	1	3	0
2020-08-28	145	3	3	0
2020-08-26	142	2	3	0
2020-08-17	140	2	3	0
2020-08-11	138	2	3	0
2020-08-08	136	1	3	0
2020-08-07	135	3	3	0
2020-08-06	132	7	3	0
2020-08-05	125	1	3	0
2020-08-04	124	3	3	0
2020-08-02	121	2	3	0
2020-08-01	119	8	3	0
2020-07-31	111	2	3	0
2020-07-30	109	2	3	0
2020-07-29	107	9	3	1
2020-07-28	98	1	2	0
2020-07-27	97	1	2	0
2020-07-22	96	2	2	0
2020-07-13	94	1	2	0
2020-07-02	93	1	2	0
2020-06-27	92	2	2	0
2020-06-17	90	5	2	0
2020-06-16	85	1	2	0
2020-06-15	84	1	2	0
2020-06-14	83	1	2	0
2020-06-12	82	1	2	0
2020-06-10	81	1	2	0
2020-05-16	80	1	2	0
2020-05-14	79	2	2	0
2020-05-13	77	1	2	0
2020-05-07	76	2	2	0
2020-05-06	74	1	2	0
2020-05-05	73	3	2	0
2020-05-01	70	1	2	0
2020-04-30	69	1	2	0
2020-04-28	68	1	2	0
2020-04-25	67	1	2	0
2020-04-24	66	1	2	0
2020-04-18	65	1	2	0
2020-04-16	64	3	2	0
2020-04-15	61	2	2	0
2020-04-13	59	1	2	0
2020-04-10	58	1	2	0
2020-04-07	57	4	2	0
2020-04-04	53	4	2	0
2020-04-03	49	4	2	0
2020-04-02	45	2	2	0
2020-03-31	43	4	2	0
2020-03-30	39	2	2	0
2020-03-28	37	5	2	1
2020-03-27	32	3	1	0
2020-03-26	29	1	1	0
2020-03-25	28	1	1	0
2020-03-24	27	3	1	1
2020-03-21	24	2	0	0
2020-03-20	22	4	0	0
2020-03-19	18	3	0	0
2020-03-18	15	5	0	0
2020-03-17	10	8	0	0
2020-03-15	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: 0:03:18.749722