Germany: LK Vorpommern-Greifswald (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 12:59:00 CEST

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

overview(country="Germany", subregion="LK Vorpommern-Greifswald", weeks=5);

overview(country="Germany", subregion="LK Vorpommern-Greifswald");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Vorpommern-Greifswald")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Vorpommern-Greifswald")
print(f'Population of country="Germany", subregion="LK Vorpommern-Greifswald": {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 Vorpommern-Greifswald": 235451 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	106563	25	583	0
2023-03-03	106538	19	583	0
2023-03-02	106519	16	583	0
2023-03-01	106503	49	583	0
2023-02-28	106454	39	583	0
2023-02-27	106415	49	583	1
2023-02-24	106366	30	582	0
2023-02-23	106336	16	582	0
2023-02-22	106320	16	582	0
2023-02-21	106304	43	582	0
2023-02-20	106261	23	582	0
2023-02-17	106238	22	582	0
2023-02-16	106216	20	582	0
2023-02-15	106196	22	582	0
2023-02-14	106174	35	582	0
2023-02-13	106139	34	582	0
2023-02-10	106105	30	582	0
2023-02-09	106075	22	582	0
2023-02-08	106053	43	582	0
2023-02-07	106010	19	582	0
2023-02-06	105991	31	582	0
2023-02-03	105960	28	582	0
2023-02-02	105932	29	582	0
2023-02-01	105903	32	582	0
2023-01-31	105871	39	582	0
2023-01-30	105832	48	582	0
2023-01-27	105784	39	582	0
2023-01-26	105745	24	582	0
2023-01-25	105721	38	582	0
2023-01-24	105683	62	582	0
2023-01-23	105621	26	582	1
2023-01-20	105595	37	581	0
2023-01-19	105558	23	581	1
2023-01-18	105535	31	580	0
2023-01-17	105504	51	580	0
2023-01-16	105453	37	580	0
2023-01-13	105416	30	580	1
2023-01-12	105386	16	579	0
2023-01-11	105370	41	579	0
2023-01-10	105329	71	579	0
2023-01-09	105258	70	579	0
2023-01-06	105188	43	579	0
2023-01-05	105145	38	579	0
2023-01-04	105107	90	579	0
2023-01-03	105017	136	579	0
2023-01-02	104881	96	579	0
2022-12-30	104785	61	579	1
2022-12-29	104724	107	578	1
2022-12-28	104617	134	577	0
2022-12-27	104483	194	577	0
2022-12-23	104289	120	577	0
2022-12-22	104169	172	577	3
2022-12-21	103997	179	574	0
2022-12-20	103818	217	574	0
2022-12-19	103601	205	574	1
2022-12-16	103396	128	573	0
2022-12-15	103268	162	573	0
2022-12-14	103106	247	573	0
2022-12-13	102859	187	573	1
2022-12-12	102672	231	572	1
2022-12-09	102441	123	571	1
2022-12-08	102318	156	570	0
2022-12-07	102162	144	570	0
2022-12-06	102018	241	570	2
2022-12-05	101777	229	568	2
2022-12-02	101548	143	566	0
2022-12-01	101405	113	566	0
2022-11-30	101292	166	566	0
2022-11-29	101126	228	566	0
2022-11-28	100898	173	566	1
2022-11-27	100725	1	565	0
2022-11-25	100724	122	565	1
2022-11-24	100602	161	564	0
2022-11-23	100441	95	564	0
2022-11-22	100346	193	564	0
2022-11-21	100153	158	564	0
2022-11-18	99995	103	564	0
2022-11-17	99892	76	564	0
2022-11-16	99816	79	564	0
2022-11-15	99737	169	564	0
2022-11-14	99568	143	564	0
2022-11-11	99425	117	564	0
2022-11-10	99308	104	564	0
2022-11-09	99204	159	564	1
2022-11-08	99045	223	563	1
2022-11-07	98822	170	562	1
2022-11-04	98652	142	561	0
2022-11-03	98510	195	561	1
2022-11-02	98315	321	560	0
2022-11-01	97994	299	560	2
2022-10-28	97695	198	558	0
2022-10-27	97497	247	558	0
2022-10-26	97250	226	558	0
2022-10-25	97024	318	558	0
2022-10-24	96706	285	558	1
2022-10-21	96421	190	557	0
2022-10-20	96231	292	557	0
2022-10-19	95939	287	557	0
2022-10-18	95652	540	557	0
2022-10-17	95112	307	557	0
2022-10-14	94805	211	557	0
2022-10-13	94594	257	557	1
2022-10-12	94337	293	556	0
2022-10-11	94044	466	556	2
2022-10-10	93578	495	554	1
2022-10-07	93083	308	553	0
2022-10-06	92775	578	553	1
2022-10-05	92197	434	552	1
2022-10-04	91763	460	551	0
2022-09-30	91303	234	551	1
2022-09-29	91069	209	550	0
2022-09-28	90860	477	550	3
2022-09-27	90383	187	547	0
2022-09-26	90196	260	547	0
2022-09-23	89936	137	547	1
2022-09-22	89799	159	546	0
2022-09-21	89640	201	546	1
2022-09-20	89439	257	545	0
2022-09-19	89182	181	545	1
2022-09-16	89001	130	544	0
2022-09-15	88871	124	544	1
2022-09-14	88747	134	543	0
2022-09-13	88613	220	543	1
2022-09-12	88393	133	542	0
2022-09-09	88260	114	542	0
2022-09-08	88146	89	542	0
2022-09-07	88057	142	542	0
2022-09-06	87915	162	542	0
2022-09-05	87753	139	542	0
2022-09-02	87614	107	542	0
2022-09-01	87507	77	542	0
2022-08-31	87430	115	542	0
2022-08-30	87315	209	542	0
2022-08-29	87106	130	542	0
2022-08-26	86976	150	542	0
2022-08-25	86826	109	542	0
2022-08-24	86717	117	542	0
2022-08-23	86600	237	542	3
2022-08-22	86363	154	539	0
2022-08-19	86209	116	539	2
2022-08-18	86093	133	537	1
2022-08-17	85960	137	536	1
2022-08-16	85823	267	535	0
2022-08-15	85556	209	535	2
2022-08-12	85347	169	533	0
2022-08-11	85178	124	533	1
2022-08-10	85054	134	532	1
2022-08-09	84920	290	531	1
2022-08-08	84630	209	530	1
2022-08-05	84421	170	529	1
2022-08-04	84251	128	528	0
2022-08-03	84123	249	528	0
2022-08-02	83874	287	528	0
2022-08-01	83587	227	528	2
2022-07-30	83360	1	526	0
2022-07-29	83359	145	526	0
2022-07-28	83214	162	526	0
2022-07-27	83052	211	526	0
2022-07-26	82841	324	526	1
2022-07-25	82517	282	525	0
2022-07-24	82235	1	525	1
2022-07-22	82234	151	524	0
2022-07-21	82083	294	524	1
2022-07-20	81789	273	523	0
2022-07-19	81516	502	523	2
2022-07-18	81014	465	521	1
2022-07-15	80549	78	520	0
2022-07-14	80471	1	520	0
2022-07-13	80470	254	520	0
2022-07-12	80216	385	520	0
2022-07-11	79831	283	520	1
2022-07-08	79548	165	519	0
2022-07-07	79383	185	519	1
2022-07-06	79198	286	518	0
2022-07-05	78912	285	518	0
2022-07-04	78627	246	518	2
2022-07-01	78381	173	516	0
2022-06-30	78208	181	516	0
2022-06-29	78027	207	516	0
2022-06-28	77820	285	516	0
2022-06-27	77535	257	516	1
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2022-06-20	76497	204	514	2
2022-06-18	76293	1	512	0
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2021-09-23	10673	16	290	0
2021-09-22	10657	35	290	0
2021-09-21	10622	31	290	0
2021-09-20	10591	5	290	0
2021-09-19	10586	5	290	0
2021-09-18	10581	16	290	0
2021-09-17	10565	11	290	0
2021-09-16	10554	14	290	0
2021-09-15	10540	22	290	0
2021-09-14	10518	23	290	0
2021-09-13	10495	10	290	0
2021-09-12	10485	5	290	0
2021-09-11	10480	28	290	0
2021-09-10	10452	15	290	0
2021-09-09	10437	26	290	0
2021-09-08	10411	23	290	0
2021-09-07	10388	10	290	0
2021-09-06	10378	3	290	0
2021-09-05	10375	7	290	0
2021-09-04	10368	7	290	1
2021-09-03	10361	15	289	0
2021-09-02	10346	14	289	0
2021-09-01	10332	6	289	0
2021-08-31	10326	30	289	0
2021-08-30	10296	6	289	0
2021-08-29	10290	5	289	0
2021-08-28	10285	21	289	0
2021-08-27	10264	18	289	0
2021-08-26	10246	13	289	0
2021-08-25	10233	9	289	0
2021-08-24	10224	17	289	0
2021-08-23	10207	2	289	0
2021-08-22	10205	2	289	0
2021-08-21	10203	14	289	0
2021-08-20	10189	5	289	0
2021-08-19	10184	11	289	0
2021-08-18	10173	11	289	0
2021-08-17	10162	25	289	0
2021-08-16	10137	5	289	0
2021-08-15	10132	24	289	0
2021-08-13	10108	9	289	0
2021-08-12	10099	12	289	0
2021-08-11	10087	4	289	0
2021-08-10	10083	7	289	0
2021-08-08	10076	1	289	0
2021-08-07	10075	2	289	0
2021-08-06	10073	1	289	0
2021-08-05	10072	3	289	0
2021-08-04	10069	3	289	0
2021-08-03	10066	12	289	0
2021-08-02	10054	1	289	0
2021-08-01	10053	1	289	0
2021-07-31	10052	2	289	0
2021-07-30	10050	7	289	0
2021-07-29	10043	3	289	0
2021-07-28	10040	4	289	0
2021-07-27	10036	3	289	0
2021-07-26	10033	1	289	0
2021-07-25	10032	2	289	0
2021-07-23	10030	3	289	0
2021-07-22	10027	2	289	0
2021-07-21	10025	3	289	0
2021-07-20	10022	2	289	0
2021-07-19	10020	1	289	0
2021-07-16	10019	2	289	0
2021-07-14	10017	1	289	0
2021-07-13	10016	2	289	0
2021-07-02	10014	1	289	0
2021-06-29	10013	1	289	0
2021-06-18	10012	1	289	0
2021-06-16	10011	1	289	0
2021-06-15	10010	3	289	0
2021-06-13	10007	1	289	0
2021-06-12	10006	3	289	0
2021-06-11	10003	1	289	0
2021-06-10	10002	6	289	0
2021-06-09	9996	2	289	0
2021-06-08	9994	4	289	1
2021-06-07	9990	5	288	0
2021-06-05	9985	2	288	0
2021-06-04	9983	1	288	0
2021-06-03	9982	3	288	0
2021-06-02	9979	4	288	0
2021-06-01	9975	5	288	0
2021-05-31	9970	3	288	0
2021-05-29	9967	6	288	1
2021-05-28	9961	6	287	0
2021-05-27	9955	13	287	0
2021-05-26	9942	15	287	0
2021-05-25	9927	2	287	0
2021-05-24	9925	2	287	0
2021-05-23	9923	1	287	0
2021-05-22	9922	16	287	0
2021-05-21	9906	18	287	0
2021-05-20	9888	24	287	0
2021-05-19	9864	23	287	1
2021-05-18	9841	52	286	0
2021-05-17	9789	14	286	0
2021-05-16	9775	8	286	0
2021-05-15	9767	22	286	0
2021-05-14	9745	8	286	0
2021-05-13	9737	29	286	1
2021-05-12	9708	30	285	0
2021-05-11	9678	57	285	0
2021-05-10	9621	27	285	1
2021-05-09	9594	18	284	0
2021-05-08	9576	17	284	0
2021-05-07	9559	55	284	0
2021-05-06	9504	32	284	1
2021-05-05	9472	42	283	2
2021-05-04	9430	81	281	4
2021-05-03	9349	29	277	0
2021-05-02	9320	22	277	0
2021-05-01	9298	30	277	0
2021-04-30	9268	62	277	0
2021-04-29	9206	56	277	2
2021-04-28	9150	43	275	0
2021-04-27	9107	87	275	3
2021-04-26	9020	37	272	0
2021-04-25	8983	13	272	0
2021-04-24	8970	50	272	0
2021-04-23	8920	73	272	0
2021-04-22	8847	68	272	1
2021-04-21	8779	83	271	0
2021-04-20	8696	100	271	2
2021-04-19	8596	24	269	0
2021-04-18	8572	38	269	3
2021-04-17	8534	70	266	1
2021-04-16	8464	92	265	2
2021-04-15	8372	107	263	0
2021-04-14	8265	36	263	0
2021-04-13	8229	109	263	0
2021-04-12	8120	83	263	2
2021-04-11	8037	33	261	0
2021-04-10	8004	57	261	0
2021-04-09	7947	125	261	6
2021-04-08	7822	101	255	3
2021-04-07	7721	84	252	0
2021-04-06	7637	23	252	1
2021-04-05	7614	27	251	0
2021-04-04	7587	39	251	1
2021-04-03	7548	21	250	0
2021-04-02	7527	74	250	2
2021-04-01	7453	97	248	3
2021-03-31	7356	35	245	2
2021-03-30	7321	96	243	2
2021-03-29	7225	51	241	0
2021-03-28	7174	11	241	0
2021-03-27	7163	33	241	0
2021-03-26	7130	94	241	0
2021-03-25	7036	102	241	0
2021-03-24	6934	87	241	3
2021-03-23	6847	90	238	5
2021-03-22	6757	39	233	0
2021-03-21	6718	25	233	1
2021-03-20	6693	68	232	6
2021-03-19	6625	75	226	1
2021-03-18	6550	57	225	3
2021-03-17	6493	47	222	0
2021-03-16	6446	58	222	1
2021-03-15	6388	19	221	1
2021-03-14	6369	1	220	0
2021-03-13	6368	59	220	2
2021-03-12	6309	48	218	1
2021-03-11	6261	42	217	2
2021-03-10	6219	52	215	2
2021-03-09	6167	69	213	4
2021-03-08	6098	31	209	0
2021-03-07	6067	3	209	0
2021-03-06	6064	7	209	0
2021-03-05	6057	54	209	4
2021-03-04	6003	33	205	0
2021-03-03	5970	68	205	1
2021-03-02	5902	38	204	1
2021-03-01	5864	39	203	3
2021-02-28	5825	13	200	1
2021-02-27	5812	54	199	2
2021-02-26	5758	80	197	3
2021-02-25	5678	45	194	0
2021-02-24	5633	56	194	1
2021-02-23	5577	72	193	1
2021-02-22	5505	29	192	1
2021-02-21	5476	23	191	0
2021-02-20	5453	25	191	2
2021-02-19	5428	80	189	0
2021-02-18	5348	72	189	2
2021-02-17	5276	108	187	3
2021-02-16	5168	80	184	3
2021-02-15	5088	42	181	2
2021-02-14	5046	46	179	0
2021-02-13	5000	39	179	0
2021-02-12	4961	76	179	0
2021-02-11	4885	71	179	1
2021-02-10	4814	86	178	3
2021-02-09	4728	73	175	2
2021-02-08	4655	51	173	2
2021-02-07	4604	52	171	1
2021-02-06	4552	41	170	2
2021-02-05	4511	95	168	5
2021-02-04	4416	103	163	11
2021-02-03	4313	90	152	2
2021-02-02	4223	63	150	5
2021-02-01	4160	54	145	3
2021-01-31	4106	39	142	0
2021-01-30	4067	16	142	1
2021-01-29	4051	65	141	5
2021-01-28	3986	76	136	4
2021-01-27	3910	58	132	5
2021-01-26	3852	82	127	9
2021-01-25	3770	53	118	2
2021-01-24	3717	77	116	1
2021-01-23	3640	57	115	3
2021-01-22	3583	80	112	7
2021-01-21	3503	66	105	0
2021-01-20	3437	51	105	5
2021-01-19	3386	70	100	2
2021-01-18	3316	70	98	4
2021-01-17	3246	68	94	3
2021-01-16	3178	66	91	3
2021-01-15	3112	77	88	5
2021-01-14	3035	62	83	1
2021-01-13	2973	64	82	5
2021-01-12	2909	64	77	3
2021-01-11	2845	70	74	3
2021-01-10	2775	10	71	1
2021-01-09	2765	12	70	1
2021-01-08	2753	61	69	2
2021-01-07	2692	40	67	2
2021-01-06	2652	45	65	1
2021-01-05	2607	28	64	1
2021-01-04	2579	39	63	0
2021-01-03	2540	24	63	0
2021-01-02	2516	59	63	1
2021-01-01	2457	39	62	4
2020-12-31	2418	46	58	2
2020-12-30	2372	54	56	2
2020-12-29	2318	40	54	1
2020-12-28	2278	44	53	4
2020-12-27	2234	38	49	0
2020-12-26	2196	40	49	0
2020-12-25	2156	47	49	1
2020-12-24	2109	22	48	0
2020-12-23	2087	47	48	1
2020-12-22	2040	40	47	1
2020-12-21	2000	54	46	0
2020-12-20	1946	50	46	9
2020-12-19	1896	14	37	0
2020-12-18	1882	40	37	0
2020-12-17	1842	14	37	0
2020-12-16	1828	55	37	3
2020-12-15	1773	43	34	1
2020-12-14	1730	25	33	1
2020-12-13	1705	28	32	0
2020-12-12	1677	33	32	0
2020-12-11	1644	58	32	0
2020-12-10	1586	38	32	0
2020-12-09	1548	56	32	1
2020-12-08	1492	41	31	0
2020-12-07	1451	19	31	0
2020-12-06	1432	6	31	0
2020-12-05	1426	26	31	0
2020-12-04	1400	38	31	2
2020-12-03	1362	26	29	0
2020-12-02	1336	39	29	2
2020-12-01	1297	27	27	0
2020-11-30	1270	8	27	0
2020-11-29	1262	24	27	0
2020-11-28	1238	36	27	1
2020-11-27	1202	36	26	4
2020-11-26	1166	23	22	1
2020-11-25	1143	37	21	1
2020-11-24	1106	22	20	0
2020-11-23	1084	21	20	1
2020-11-22	1063	2	19	0
2020-11-21	1061	20	19	0
2020-11-20	1041	33	19	0
2020-11-19	1008	35	19	1
2020-11-18	973	52	18	2
2020-11-17	921	18	16	0
2020-11-16	903	10	16	0
2020-11-15	893	4	16	0
2020-11-14	889	14	16	2
2020-11-13	875	42	14	1
2020-11-12	833	58	13	1
2020-11-11	775	30	12	2
2020-11-10	745	19	10	1
2020-11-09	726	14	9	0
2020-11-08	712	5	9	0
2020-11-07	707	31	9	0
2020-11-06	676	32	9	0
2020-11-05	644	30	9	0
2020-11-04	614	41	9	0
2020-11-03	573	42	9	0
2020-11-02	531	15	9	0
2020-11-01	516	9	9	0
2020-10-31	507	35	9	0
2020-10-30	472	20	9	0
2020-10-29	452	24	9	0
2020-10-28	428	33	9	0
2020-10-27	395	27	9	0
2020-10-26	368	17	9	0
2020-10-25	351	9	9	0
2020-10-24	342	17	9	0
2020-10-23	325	14	9	0
2020-10-22	311	18	9	0
2020-10-21	293	20	9	1
2020-10-20	273	12	8	0
2020-10-19	261	1	8	0
2020-10-18	260	2	8	0
2020-10-17	258	3	8	0
2020-10-16	255	10	8	0
2020-10-15	245	5	8	1
2020-10-14	240	11	7	0
2020-10-13	229	2	7	0
2020-10-12	227	1	7	0
2020-10-09	226	4	7	0
2020-10-08	222	7	7	0
2020-10-07	215	7	7	0
2020-10-06	208	3	7	0
2020-10-05	205	5	7	0
2020-10-03	200	2	7	0
2020-10-02	198	5	7	0
2020-09-30	193	7	7	0
2020-09-29	186	2	7	0
2020-09-28	184	1	7	0
2020-09-26	183	5	7	0
2020-09-23	178	1	7	0
2020-09-22	177	1	7	0
2020-09-18	176	1	7	0
2020-09-13	175	1	7	0
2020-09-12	174	2	7	0
2020-09-11	172	3	7	0
2020-09-10	169	1	7	0
2020-09-08	168	1	7	0
2020-08-23	167	1	7	0
2020-08-21	166	2	7	0
2020-08-20	164	1	7	0
2020-08-14	163	1	7	0
2020-08-12	162	1	7	0
2020-08-10	161	1	7	0
2020-08-07	160	3	7	0
2020-08-06	157	2	7	0
2020-08-05	155	3	7	0
2020-08-04	152	2	7	0
2020-08-03	150	1	7	0
2020-08-02	149	2	7	0
2020-07-27	147	2	7	0
2020-07-19	145	2	7	0
2020-07-17	143	2	7	0
2020-07-15	141	1	7	0
2020-06-29	140	1	7	0
2020-06-15	139	1	7	0
2020-06-04	138	1	7	0
2020-05-29	137	1	7	0
2020-05-07	136	1	7	0
2020-04-28	135	6	7	0
2020-04-27	129	1	7	0
2020-04-25	128	2	7	1
2020-04-24	126	2	6	0
2020-04-22	124	3	6	0
2020-04-21	121	1	6	0
2020-04-18	120	3	6	1
2020-04-17	117	3	5	0
2020-04-16	114	1	5	0
2020-04-15	113	3	5	0
2020-04-14	110	1	5	1
2020-04-13	109	1	4	0
2020-04-11	108	7	4	0
2020-04-10	101	6	4	1
2020-04-09	95	1	3	0
2020-04-08	94	1	3	0
2020-04-07	93	9	3	1
2020-04-06	84	3	2	0
2020-04-04	81	1	2	0
2020-04-03	80	7	2	0
2020-04-02	73	4	2	1
2020-04-01	69	1	1	0
2020-03-31	68	6	1	0
2020-03-30	62	6	1	0
2020-03-28	56	2	1	0
2020-03-27	54	11	1	0
2020-03-26	43	6	1	0
2020-03-25	37	4	1	1
2020-03-24	33	2	0	0
2020-03-23	31	2	0	0
2020-03-21	29	2	0	0
2020-03-20	27	1	0	0
2020-03-19	26	9	0	0
2020-03-18	17	8	0	0
2020-03-17	9	1	0	0
2020-03-16	8	4	0	0
2020-03-13	4	1	0	0
2020-03-12	3	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: 0:03:52.905780