Germany: LK Nordwestmecklenburg (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 12:59:18 CEST

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

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

overview(country="Germany", subregion="LK Nordwestmecklenburg");

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Nordwestmecklenburg")
print(f'Population of country="Germany", subregion="LK Nordwestmecklenburg": {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 Nordwestmecklenburg": 158449 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	76177	5	200	0
2023-03-03	76172	5	200	0
2023-03-02	76167	16	200	0
2023-03-01	76151	10	200	0
2023-02-28	76141	18	200	0
2023-02-27	76123	19	200	0
2023-02-24	76104	11	200	0
2023-02-23	76093	43	200	0
2023-02-22	76050	11	200	0
2023-02-21	76039	38	200	0
2023-02-20	76001	28	200	0
2023-02-17	75973	11	200	0
2023-02-16	75962	17	200	2
2023-02-15	75945	54	198	0
2023-02-14	75891	26	198	0
2023-02-13	75865	45	198	0
2023-02-10	75820	18	198	0
2023-02-09	75802	19	198	0
2023-02-08	75783	24	198	0
2023-02-07	75759	45	198	0
2023-02-06	75714	33	198	0
2023-02-03	75681	34	198	0
2023-02-02	75647	29	198	0
2023-02-01	75618	29	198	1
2023-01-31	75589	90	197	0
2023-01-30	75499	33	197	1
2023-01-27	75466	25	196	0
2023-01-26	75441	41	196	0
2023-01-25	75400	47	196	0
2023-01-24	75353	69	196	0
2023-01-23	75284	43	196	1
2023-01-20	75241	24	195	0
2023-01-19	75217	51	195	0
2023-01-18	75166	34	195	0
2023-01-17	75132	76	195	0
2023-01-16	75056	43	195	0
2023-01-13	75013	20	195	0
2023-01-12	74993	24	195	0
2023-01-11	74969	41	195	1
2023-01-10	74928	63	194	0
2023-01-09	74865	53	194	1
2023-01-06	74812	33	193	0
2023-01-05	74779	67	193	0
2023-01-04	74712	82	193	1
2023-01-03	74630	181	192	0
2023-01-02	74449	83	192	0
2022-12-30	74366	77	192	0
2022-12-29	74289	95	192	0
2022-12-28	74194	154	192	1
2022-12-27	74040	143	191	1
2022-12-23	73897	135	190	0
2022-12-22	73762	113	190	1
2022-12-21	73649	225	189	0
2022-12-20	73424	169	189	1
2022-12-19	73255	132	188	0
2022-12-16	73123	105	188	0
2022-12-15	73018	150	188	1
2022-12-14	72868	152	187	0
2022-12-13	72716	279	187	0
2022-12-12	72437	157	187	1
2022-12-09	72280	146	186	0
2022-12-08	72134	157	186	0
2022-12-07	71977	156	186	2
2022-12-06	71821	374	184	4
2022-12-05	71447	135	180	1
2022-12-02	71312	111	179	1
2022-12-01	71201	116	178	0
2022-11-30	71085	144	178	0
2022-11-29	70941	240	178	1
2022-11-28	70701	138	177	1
2022-11-25	70563	89	176	0
2022-11-24	70474	97	176	0
2022-11-23	70377	153	176	0
2022-11-22	70224	230	176	1
2022-11-21	69994	99	175	1
2022-11-18	69895	103	174	1
2022-11-17	69792	97	173	0
2022-11-16	69695	176	173	0
2022-11-15	69519	109	173	0
2022-11-14	69410	110	173	0
2022-11-12	69300	1	173	0
2022-11-11	69299	83	173	0
2022-11-10	69216	88	173	0
2022-11-09	69128	118	173	0
2022-11-08	69010	257	173	0
2022-11-07	68753	131	173	0
2022-11-04	68622	129	173	0
2022-11-03	68493	191	173	2
2022-11-02	68302	229	171	0
2022-11-01	68073	197	171	0
2022-10-28	67876	125	171	1
2022-10-27	67751	272	170	0
2022-10-26	67479	242	170	0
2022-10-25	67237	245	170	1
2022-10-24	66992	222	169	0
2022-10-21	66770	643	169	1
2022-10-20	66127	282	168	0
2022-10-19	65845	227	168	1
2022-10-18	65618	299	167	1
2022-10-17	65319	147	166	1
2022-10-14	65172	193	165	0
2022-10-13	64979	213	165	0
2022-10-12	64766	235	165	0
2022-10-11	64531	214	165	0
2022-10-10	64317	146	165	2
2022-10-07	64171	245	163	0
2022-10-06	63926	209	163	0
2022-10-05	63717	188	163	0
2022-10-04	63529	148	163	0
2022-09-30	63381	134	163	0
2022-09-29	63247	158	163	0
2022-09-28	63089	171	163	1
2022-09-27	62918	279	162	0
2022-09-26	62639	108	162	0
2022-09-23	62531	68	162	0
2022-09-22	62463	72	162	0
2022-09-21	62391	134	162	0
2022-09-20	62257	192	162	0
2022-09-19	62065	119	162	1
2022-09-16	61946	99	161	0
2022-09-15	61847	73	161	1
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2022-09-01	60856	66	158	0
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2022-08-11	59089	99	156	1
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2022-08-09	58862	231	155	2
2022-08-08	58631	150	153	0
2022-08-05	58481	99	153	0
2022-08-04	58382	100	153	0
2022-08-03	58282	104	153	0
2022-08-02	58178	275	153	0
2022-08-01	57903	182	153	3
2022-07-30	57721	1	150	0
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2022-07-27	57500	184	150	0
2022-07-26	57316	269	150	0
2022-07-25	57047	191	150	2
2022-07-22	56856	121	148	0
2022-07-21	56735	175	148	1
2022-07-20	56560	235	147	2
2022-07-19	56325	316	145	0
2022-07-18	56009	261	145	0
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2021-09-01	4133	18	87	0
2021-08-31	4115	21	87	0
2021-08-30	4094	1	87	0
2021-08-29	4093	1	87	0
2021-08-28	4092	12	87	0
2021-08-27	4080	14	87	0
2021-08-26	4066	13	87	0
2021-08-25	4053	9	87	0
2021-08-24	4044	22	87	0
2021-08-21	4022	8	87	0
2021-08-20	4014	3	87	0
2021-08-19	4011	13	87	1
2021-08-18	3998	6	86	0
2021-08-17	3992	7	86	0
2021-08-16	3985	2	86	0
2021-08-14	3983	5	86	0
2021-08-13	3978	12	86	0
2021-08-12	3966	3	86	0
2021-08-11	3963	1	86	0
2021-08-10	3962	9	86	0
2021-08-09	3953	1	86	0
2021-08-08	3952	1	86	0
2021-08-07	3951	7	86	0
2021-08-06	3944	4	86	0
2021-08-05	3940	6	86	0
2021-08-04	3934	2	86	0
2021-08-03	3932	20	86	0
2021-07-31	3912	1	86	0
2021-07-30	3911	1	86	0
2021-07-29	3910	12	86	0
2021-07-27	3898	9	86	0
2021-07-24	3889	8	86	0
2021-07-22	3881	2	86	0
2021-07-20	3879	1	86	0
2021-07-16	3878	2	86	0
2021-07-15	3876	1	86	0
2021-07-14	3875	1	86	0
2021-07-13	3874	1	86	0
2021-07-09	3873	2	86	0
2021-07-08	3871	1	86	0
2021-07-07	3870	1	86	0
2021-07-06	3869	1	86	0
2021-06-30	3868	5	86	0
2021-06-26	3863	1	86	0
2021-06-25	3862	1	86	0
2021-06-22	3861	6	86	0
2021-06-17	3855	3	86	0
2021-06-11	3852	2	86	0
2021-06-09	3850	2	86	0
2021-06-05	3848	2	86	0
2021-06-02	3846	3	86	0
2021-06-01	3843	6	86	1
2021-05-31	3837	2	85	0
2021-05-30	3835	1	85	0
2021-05-29	3834	1	85	0
2021-05-28	3833	2	85	0
2021-05-27	3831	2	85	0
2021-05-26	3829	11	85	0
2021-05-22	3818	3	85	0
2021-05-21	3815	5	85	0
2021-05-20	3810	2	85	0
2021-05-19	3808	9	85	0
2021-05-18	3799	23	85	0
2021-05-16	3776	1	85	0
2021-05-15	3775	12	85	0
2021-05-14	3763	1	85	0
2021-05-13	3762	14	85	0
2021-05-12	3748	11	85	0
2021-05-11	3737	25	85	0
2021-05-10	3712	1	85	0
2021-05-08	3711	5	85	0
2021-05-07	3706	21	85	0
2021-05-06	3685	14	85	1
2021-05-05	3671	22	84	0
2021-05-04	3649	46	84	1
2021-05-01	3603	14	83	0
2021-04-30	3589	44	83	0
2021-04-29	3545	33	83	0
2021-04-28	3512	28	83	1
2021-04-27	3484	55	82	2
2021-04-25	3429	2	80	1
2021-04-24	3427	8	79	0
2021-04-23	3419	44	79	3
2021-04-22	3375	39	76	0
2021-04-21	3336	47	76	2
2021-04-20	3289	53	74	3
2021-04-19	3236	3	71	0
2021-04-17	3233	21	71	0
2021-04-16	3212	25	71	0
2021-04-15	3187	33	71	0
2021-04-14	3154	22	71	0
2021-04-13	3132	50	71	2
2021-04-12	3082	2	69	1
2021-04-11	3080	2	68	0
2021-04-10	3078	33	68	1
2021-04-09	3045	34	67	0
2021-04-08	3011	37	67	1
2021-04-07	2974	55	66	0
2021-04-06	2919	1	66	0
2021-04-05	2918	4	66	1
2021-04-04	2914	21	65	0
2021-04-02	2893	29	65	0
2021-04-01	2864	23	65	0
2021-03-31	2841	30	65	0
2021-03-30	2811	58	65	2
2021-03-29	2753	1	63	0
2021-03-28	2752	1	63	0
2021-03-27	2751	33	63	3
2021-03-26	2718	41	60	0
2021-03-25	2677	42	60	1
2021-03-24	2635	26	59	0
2021-03-23	2609	56	59	1
2021-03-22	2553	2	58	0
2021-03-21	2551	2	58	0
2021-03-20	2549	18	58	1
2021-03-19	2531	24	57	1
2021-03-18	2507	21	56	0
2021-03-17	2486	32	56	0
2021-03-16	2454	34	56	2
2021-03-14	2420	2	54	0
2021-03-13	2418	26	54	2
2021-03-12	2392	23	52	0
2021-03-11	2369	32	52	1
2021-03-10	2337	27	51	0
2021-03-09	2310	41	51	0
2021-03-07	2269	3	51	1
2021-03-06	2266	31	50	0
2021-03-05	2235	29	50	1
2021-03-04	2206	30	49	0
2021-03-03	2176	35	49	0
2021-03-02	2141	36	49	0
2021-03-01	2105	3	49	1
2021-02-28	2102	1	48	0
2021-02-27	2101	19	48	0
2021-02-26	2082	20	48	0
2021-02-25	2062	26	48	0
2021-02-24	2036	24	48	0
2021-02-23	2012	34	48	1
2021-02-21	1978	6	47	0
2021-02-20	1972	16	47	0
2021-02-19	1956	32	47	1
2021-02-18	1924	21	46	0
2021-02-17	1903	16	46	2
2021-02-16	1887	26	44	0
2021-02-15	1861	4	44	1
2021-02-14	1857	3	43	0
2021-02-13	1854	12	43	0
2021-02-12	1842	13	43	0
2021-02-11	1829	20	43	0
2021-02-10	1809	17	43	0
2021-02-09	1792	24	43	2
2021-02-07	1768	1	41	0
2021-02-06	1767	4	41	0
2021-02-05	1763	6	41	0
2021-02-04	1757	11	41	0
2021-02-03	1746	23	41	0
2021-02-02	1723	20	41	0
2021-02-01	1703	2	41	2
2021-01-31	1701	3	39	0
2021-01-30	1698	18	39	1
2021-01-29	1680	17	38	0
2021-01-28	1663	10	38	0
2021-01-27	1653	32	38	1
2021-01-26	1621	23	37	1
2021-01-25	1598	4	36	0
2021-01-23	1594	12	36	0
2021-01-22	1582	20	36	1
2021-01-21	1562	16	35	0
2021-01-20	1546	14	35	0
2021-01-19	1532	17	35	0
2021-01-18	1515	1	35	0
2021-01-17	1514	2	35	0
2021-01-16	1512	5	35	0
2021-01-15	1507	22	35	5
2021-01-14	1485	13	30	1
2021-01-13	1472	26	29	0
2021-01-12	1446	17	29	0
2021-01-11	1429	6	29	1
2021-01-10	1423	2	28	0
2021-01-09	1421	29	28	0
2021-01-08	1392	30	28	2
2021-01-07	1362	37	26	2
2021-01-06	1325	21	24	0
2021-01-05	1304	45	24	0
2021-01-04	1259	9	24	0
2021-01-03	1250	5	24	0
2021-01-02	1245	1	24	0
2021-01-01	1244	3	24	0
2020-12-31	1241	15	24	0
2020-12-30	1226	25	24	0
2020-12-29	1201	45	24	0
2020-12-28	1156	6	24	1
2020-12-27	1150	1	23	0
2020-12-25	1149	2	23	0
2020-12-24	1147	14	23	1
2020-12-23	1133	15	22	0
2020-12-22	1118	29	22	0
2020-12-21	1089	2	22	0
2020-12-19	1087	20	22	1
2020-12-18	1067	17	21	2
2020-12-17	1050	31	19	0
2020-12-16	1019	21	19	0
2020-12-15	998	35	19	0
2020-12-13	963	10	19	0
2020-12-12	953	26	19	0
2020-12-11	927	63	19	1
2020-12-10	864	32	18	5
2020-12-09	832	24	13	0
2020-12-08	808	38	13	1
2020-12-07	770	5	12	0
2020-12-06	765	4	12	0
2020-12-05	761	13	12	0
2020-12-04	748	19	12	0
2020-12-03	729	23	12	1
2020-12-02	706	10	11	1
2020-12-01	696	22	10	0
2020-11-30	674	3	10	1
2020-11-29	671	3	9	1
2020-11-28	668	11	8	0
2020-11-27	657	14	8	0
2020-11-26	643	32	8	2
2020-11-25	611	15	6	0
2020-11-24	596	21	6	1
2020-11-23	575	1	5	0
2020-11-22	574	2	5	0
2020-11-21	572	17	5	0
2020-11-20	555	20	5	0
2020-11-19	535	29	5	1
2020-11-18	506	25	4	0
2020-11-17	481	41	4	0
2020-11-16	440	3	4	1
2020-11-15	437	1	3	0
2020-11-14	436	16	3	0
2020-11-13	420	13	3	0
2020-11-12	407	20	3	0
2020-11-11	387	23	3	1
2020-11-10	364	21	2	0
2020-11-09	343	3	2	0
2020-11-08	340	5	2	0
2020-11-07	335	12	2	1
2020-11-06	323	17	1	0
2020-11-05	306	17	1	0
2020-11-04	289	23	1	0
2020-11-03	266	17	1	0
2020-11-02	249	1	1	0
2020-11-01	248	7	1	0
2020-10-31	241	1	1	0
2020-10-30	240	9	1	0
2020-10-29	231	14	1	0
2020-10-28	217	10	1	0
2020-10-27	207	10	1	0
2020-10-26	197	2	1	0
2020-10-25	195	5	1	0
2020-10-23	190	7	1	0
2020-10-22	183	3	1	0
2020-10-21	180	6	1	0
2020-10-20	174	9	1	0
2020-10-17	165	2	1	0
2020-10-16	163	2	1	0
2020-10-15	161	1	1	0
2020-10-14	160	2	1	0
2020-10-13	158	4	1	0
2020-10-10	154	1	1	0
2020-10-09	153	3	1	0
2020-10-08	150	1	1	0
2020-10-07	149	1	1	0
2020-10-04	148	1	1	0
2020-10-03	147	1	1	0
2020-10-02	146	3	1	0
2020-10-01	143	7	1	0
2020-09-29	136	12	1	0
2020-09-27	124	3	1	0
2020-09-25	121	6	1	0
2020-09-24	115	2	1	0
2020-09-23	113	2	1	0
2020-09-22	111	3	1	0
2020-09-15	108	1	1	0
2020-09-05	107	2	1	0
2020-09-04	105	1	1	0
2020-09-03	104	2	1	0
2020-09-02	102	2	1	0
2020-09-01	100	1	1	0
2020-08-21	99	1	1	0
2020-08-19	98	1	1	0
2020-08-14	97	5	1	0
2020-08-13	92	3	1	0
2020-08-12	89	1	1	0
2020-08-07	88	1	1	0
2020-08-06	87	1	1	0
2020-08-03	86	1	1	0
2020-07-31	85	1	1	0
2020-07-23	84	2	1	0
2020-07-21	82	1	1	0
2020-07-18	81	1	1	0
2020-06-24	80	1	1	0
2020-05-13	79	1	1	0
2020-05-05	78	1	1	0
2020-05-01	77	1	1	0
2020-04-28	76	3	1	0
2020-04-25	73	2	1	0
2020-04-24	71	1	1	0
2020-04-22	70	1	1	0
2020-04-21	69	1	1	0
2020-04-18	68	1	1	0
2020-04-16	67	3	1	0
2020-04-15	64	1	1	0
2020-04-12	63	3	1	0
2020-04-10	60	1	1	0
2020-04-09	59	4	1	0
2020-04-08	55	1	1	0
2020-04-07	54	3	1	0
2020-04-03	51	7	1	0
2020-04-02	44	6	1	0
2020-04-01	38	2	1	0
2020-03-31	36	8	1	0
2020-03-28	28	3	1	1
2020-03-27	25	1	0	0
2020-03-25	24	3	0	0
2020-03-24	21	3	0	0
2020-03-21	18	1	0	0
2020-03-19	17	4	0	0
2020-03-18	13	5	0	0
2020-03-17	8	5	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: 0:03:33.490818