Germany: LK Mainz-Bingen (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 14:47:52 CEST

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

overview(country="Germany", subregion="LK Mainz-Bingen", weeks=5);

overview(country="Germany", subregion="LK Mainz-Bingen");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Mainz-Bingen")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Mainz-Bingen")
print(f'Population of country="Germany", subregion="LK Mainz-Bingen": {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 Mainz-Bingen": 212420 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	99900	11	332	0
2023-03-03	99889	25	332	0
2023-03-02	99864	28	332	0
2023-03-01	99836	82	332	0
2023-02-28	99754	111	332	1
2023-02-27	99643	164	331	0
2023-02-24	99479	66	331	0
2023-02-23	99413	151	331	0
2023-02-22	99262	43	331	0
2023-02-21	99219	148	331	0
2023-02-17	99071	51	331	1
2023-02-16	99020	62	330	0
2023-02-15	98958	73	330	0
2023-02-14	98885	107	330	0
2023-02-13	98778	74	330	0
2023-02-10	98704	67	330	0
2023-02-09	98637	43	330	0
2023-02-08	98594	51	330	0
2023-02-07	98543	83	330	0
2023-02-06	98460	71	330	0
2023-02-03	98389	42	330	0
2023-02-02	98347	52	330	0
2023-02-01	98295	38	330	0
2023-01-31	98257	66	330	0
2023-01-30	98191	53	330	0
2023-01-27	98138	31	330	0
2023-01-26	98107	31	330	0
2023-01-25	98076	39	330	0
2023-01-24	98037	33	330	0
2023-01-23	98004	45	330	0
2023-01-20	97959	20	330	0
2023-01-19	97939	32	330	0
2023-01-18	97907	32	330	0
2023-01-17	97875	40	330	0
2023-01-16	97835	51	330	0
2023-01-13	97784	31	330	0
2023-01-12	97753	16	330	0
2023-01-11	97737	37	330	2
2023-01-10	97700	53	328	0
2023-01-09	97647	81	328	1
2023-01-06	97566	44	327	0
2023-01-05	97522	114	327	0
2023-01-04	97408	197	327	2
2023-01-03	97211	262	325	1
2023-01-02	96949	212	324	0
2022-12-30	96737	1	324	0
2022-12-29	96736	3	324	0
2022-12-27	96733	3	324	0
2022-12-23	96730	79	324	0
2022-12-22	96651	88	324	0
2022-12-21	96563	118	324	0
2022-12-20	96445	105	324	0
2022-12-19	96340	155	324	0
2022-12-16	96185	88	324	0
2022-12-15	96097	69	324	0
2022-12-14	96028	85	324	0
2022-12-13	95943	125	324	0
2022-12-12	95818	155	324	0
2022-12-09	95663	76	324	2
2022-12-08	95587	71	322	0
2022-12-07	95516	87	322	0
2022-12-06	95429	117	322	0
2022-12-05	95312	147	322	0
2022-12-02	95165	65	322	1
2022-12-01	95100	84	321	1
2022-11-30	95016	67	320	0
2022-11-29	94949	106	320	0
2022-11-28	94843	128	320	0
2022-11-25	94715	96	320	1
2022-11-24	94619	88	319	0
2022-11-23	94531	129	319	0
2022-11-22	94402	130	319	1
2022-11-21	94272	193	318	0
2022-11-18	94079	76	318	0
2022-11-17	94003	88	318	0
2022-11-16	93915	173	318	0
2022-11-15	93742	161	318	0
2022-11-14	93581	120	318	0
2022-11-11	93461	35	318	0
2022-11-10	93426	121	318	1
2022-11-09	93305	91	317	0
2022-11-08	93214	144	317	0
2022-11-07	93070	211	317	0
2022-11-04	92859	80	317	0
2022-11-03	92779	165	317	0
2022-11-02	92614	404	317	1
2022-10-31	92210	186	316	1
2022-10-28	92024	128	315	1
2022-10-27	91896	142	314	0
2022-10-26	91754	313	314	0
2022-10-25	91441	503	314	2
2022-10-24	90938	312	312	0
2022-10-21	90626	229	312	0
2022-10-20	90397	273	312	1
2022-10-19	90124	361	311	0
2022-10-18	89763	507	311	1
2022-10-17	89256	706	310	1
2022-10-14	88550	345	309	1
2022-10-13	88205	410	308	1
2022-10-12	87795	679	307	0
2022-10-11	87116	841	307	0
2022-10-10	86275	834	307	0
2022-10-09	85441	1	307	0
2022-10-07	85440	564	307	1
2022-10-06	84876	551	306	1
2022-10-05	84325	585	305	2
2022-10-04	83740	369	303	0
2022-09-30	83371	278	303	0
2022-09-29	83093	294	303	0
2022-09-28	82799	350	303	1
2022-09-27	82449	388	302	0
2022-09-26	82061	319	302	0
2022-09-23	81742	163	302	0
2022-09-22	81579	182	302	0
2022-09-21	81397	205	302	0
2022-09-20	81192	276	302	0
2022-09-19	80916	342	302	1
2022-09-16	80574	68	301	0
2022-09-15	80506	127	301	0
2022-09-14	80379	161	301	0
2022-09-13	80218	185	301	0
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2022-09-07	79571	110	301	0
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2022-09-05	79271	244	301	0
2022-09-02	79027	83	301	0
2022-09-01	78944	126	301	0
2022-08-31	78818	111	301	0
2022-08-30	78707	185	301	0
2022-08-29	78522	189	301	0
2022-08-26	78333	86	301	0
2022-08-25	78247	85	301	0
2022-08-24	78162	129	301	0
2022-08-23	78033	112	301	0
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2022-08-02	75464	203	301	0
2022-08-01	75261	206	301	0
2022-07-29	75055	173	301	0
2022-07-28	74882	232	301	1
2022-07-27	74650	264	300	0
2022-07-26	74386	354	300	0
2022-07-25	74032	592	300	3
2022-07-22	73440	231	297	0
2022-07-21	73209	326	297	0
2022-07-20	72883	488	297	0
2022-07-19	72395	526	297	0
2022-07-18	71869	460	297	1
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2021-08-22	7710	32	223	4
2021-08-21	7678	3	219	0
2021-08-20	7675	17	219	0
2021-08-19	7658	2	219	0
2021-08-18	7656	12	219	0
2021-08-17	7644	19	219	0
2021-08-16	7625	1	219	0
2021-08-15	7624	7	219	0
2021-08-14	7617	2	219	0
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2021-08-12	7608	2	219	0
2021-08-11	7606	1	219	0
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2021-08-03	7564	11	219	0
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2021-07-25	7513	1	219	0
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2021-05-11	7040	40	216	0
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2021-05-02	6826	4	214	0
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2021-04-30	6797	20	214	0
2021-04-29	6777	54	214	0
2021-04-28	6723	65	214	2
2021-04-27	6658	23	212	0
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2021-04-25	6626	20	212	0
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2021-04-20	6405	52	211	0
2021-04-19	6353	22	211	0
2021-04-18	6331	8	211	0
2021-04-17	6323	19	211	0
2021-04-16	6304	69	211	3
2021-04-15	6235	27	208	0
2021-04-14	6208	73	208	0
2021-04-13	6135	80	208	1
2021-04-12	6055	13	207	0
2021-04-11	6042	23	207	0
2021-04-10	6019	22	207	0
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2021-04-01	5723	35	205	0
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2021-03-29	5606	11	204	0
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2021-03-27	5589	32	202	0
2021-03-26	5557	26	202	1
2021-03-25	5531	57	201	0
2021-03-24	5474	37	201	1
2021-03-23	5437	37	200	2
2021-03-22	5400	15	198	1
2021-03-21	5385	4	197	0
2021-03-20	5381	2	197	0
2021-03-19	5379	22	197	1
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2021-03-07	5200	2	191	0
2021-03-06	5198	14	191	0
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2021-03-04	5175	15	190	0
2021-03-03	5160	16	190	0
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2021-03-01	5133	17	189	1
2021-02-28	5116	1	188	0
2021-02-27	5115	7	188	0
2021-02-26	5108	21	188	1
2021-02-25	5087	20	187	0
2021-02-24	5067	13	187	0
2021-02-23	5054	20	187	1
2021-02-22	5034	5	186	0
2021-02-21	5029	5	186	1
2021-02-20	5024	5	185	0
2021-02-19	5019	8	185	0
2021-02-18	5011	15	185	1
2021-02-17	4996	6	184	0
2021-02-16	4990	15	184	0
2021-02-15	4975	7	184	0
2021-02-14	4968	5	184	0
2021-02-13	4963	9	184	0
2021-02-12	4954	5	184	0
2021-02-11	4949	10	184	1
2021-02-10	4939	8	183	0
2021-02-09	4931	12	183	0
2021-02-08	4919	5	183	1
2021-02-07	4914	11	182	0
2021-02-06	4903	12	182	0
2021-02-05	4891	26	182	0
2021-02-04	4865	19	182	0
2021-02-03	4846	21	182	1
2021-02-02	4825	53	181	3
2021-02-01	4772	9	178	0
2021-01-31	4763	7	178	1
2021-01-30	4756	16	177	0
2021-01-29	4740	16	177	2
2021-01-28	4724	18	175	1
2021-01-27	4706	22	174	0
2021-01-26	4684	54	174	6
2021-01-25	4630	22	168	3
2021-01-24	4608	7	165	0
2021-01-23	4601	20	165	0
2021-01-22	4581	23	165	2
2021-01-21	4558	38	163	4
2021-01-20	4520	76	159	14
2021-01-19	4444	59	145	3
2021-01-18	4385	7	142	1
2021-01-17	4378	17	141	1
2021-01-16	4361	33	140	0
2021-01-15	4328	41	140	3
2021-01-14	4287	57	137	3
2021-01-13	4230	55	134	4
2021-01-12	4175	34	130	2
2021-01-11	4141	27	128	2
2021-01-10	4114	11	126	1
2021-01-09	4103	38	125	0
2021-01-08	4065	54	125	5
2021-01-07	4011	68	120	2
2021-01-06	3943	48	118	0
2021-01-05	3895	85	118	3
2021-01-04	3810	27	115	1
2021-01-03	3783	47	114	1
2021-01-02	3736	37	113	2
2021-01-01	3699	13	111	0
2020-12-31	3686	16	111	1
2020-12-30	3670	58	110	1
2020-12-29	3612	72	109	0
2020-12-28	3540	17	109	1
2020-12-27	3523	19	108	1
2020-12-26	3504	23	107	1
2020-12-25	3481	40	106	0
2020-12-24	3441	41	106	1
2020-12-23	3400	44	105	1
2020-12-22	3356	56	104	2
2020-12-21	3300	22	102	0
2020-12-20	3278	58	102	0
2020-12-19	3220	14	102	0
2020-12-18	3206	41	102	1
2020-12-17	3165	67	101	5
2020-12-16	3098	45	96	2
2020-12-15	3053	76	94	1
2020-12-14	2977	14	93	0
2020-12-13	2963	41	93	1
2020-12-12	2922	32	92	4
2020-12-11	2890	71	88	3
2020-12-10	2819	53	85	0
2020-12-09	2766	44	85	1
2020-12-08	2722	49	84	2
2020-12-07	2673	33	82	3
2020-12-05	2640	19	79	0
2020-12-04	2621	54	79	5
2020-12-03	2567	44	74	2
2020-12-02	2523	40	72	1
2020-12-01	2483	24	71	1
2020-11-30	2459	23	70	1
2020-11-28	2436	54	69	1
2020-11-27	2382	45	68	0
2020-11-26	2337	59	68	4
2020-11-25	2278	50	64	3
2020-11-24	2228	51	61	3
2020-11-23	2177	7	58	0
2020-11-22	2170	65	58	2
2020-11-21	2105	11	56	0
2020-11-20	2094	54	56	1
2020-11-19	2040	48	55	1
2020-11-18	1992	65	54	0
2020-11-17	1927	45	54	3
2020-11-16	1882	23	51	0
2020-11-15	1859	3	51	0
2020-11-14	1856	35	51	0
2020-11-13	1821	50	51	2
2020-11-12	1771	54	49	3
2020-11-11	1717	72	46	1
2020-11-10	1645	81	45	1
2020-11-09	1564	41	44	4
2020-11-08	1523	10	40	0
2020-11-07	1513	48	40	0
2020-11-06	1465	70	40	0
2020-11-05	1395	49	40	4
2020-11-04	1346	36	36	1
2020-11-03	1310	55	35	0
2020-11-02	1255	33	35	0
2020-11-01	1222	21	35	0
2020-10-31	1201	14	35	0
2020-10-30	1187	65	35	0
2020-10-29	1122	30	35	0
2020-10-28	1092	47	35	0
2020-10-27	1045	70	35	0
2020-10-26	975	10	35	0
2020-10-24	965	29	35	0
2020-10-23	936	33	35	0
2020-10-22	903	26	35	0
2020-10-21	877	45	35	1
2020-10-20	832	19	34	0
2020-10-19	813	7	34	0
2020-10-18	806	10	34	0
2020-10-17	796	17	34	0
2020-10-16	779	5	34	0
2020-10-15	774	17	34	0
2020-10-14	757	10	34	0
2020-10-13	747	13	34	0
2020-10-12	734	5	34	0
2020-10-11	729	15	34	3
2020-10-10	714	26	31	4
2020-10-09	688	4	27	0
2020-10-08	684	14	27	2
2020-10-07	670	22	25	0
2020-10-06	648	5	25	0
2020-10-05	643	1	25	0
2020-10-03	642	8	25	0
2020-10-02	634	11	25	0
2020-10-01	623	13	25	0
2020-09-29	610	10	25	0
2020-09-27	600	4	25	0
2020-09-26	596	3	25	0
2020-09-25	593	3	25	0
2020-09-24	590	5	25	0
2020-09-23	585	2	25	0
2020-09-19	583	1	25	0
2020-09-18	582	5	25	0
2020-09-17	577	4	25	0
2020-09-16	573	3	25	0
2020-09-14	570	2	25	0
2020-09-12	568	4	25	0
2020-09-11	564	3	25	0
2020-09-10	561	4	25	0
2020-09-09	557	6	25	0
2020-09-08	551	8	25	0
2020-09-05	543	3	25	0
2020-09-04	540	2	25	0
2020-09-03	538	3	25	0
2020-09-01	535	5	25	0
2020-08-30	530	1	25	0
2020-08-29	529	2	25	0
2020-08-28	527	1	25	0
2020-08-27	526	2	25	0
2020-08-26	524	1	25	0
2020-08-25	523	3	25	0
2020-08-24	520	3	25	0
2020-08-23	517	1	25	0
2020-08-22	516	3	25	0
2020-08-21	513	7	25	0
2020-08-20	506	2	25	0
2020-08-19	504	12	25	0
2020-08-18	492	10	25	0
2020-08-17	482	2	25	0
2020-08-16	480	2	25	0
2020-08-15	478	3	25	0
2020-08-14	475	2	25	0
2020-08-13	473	6	25	0
2020-08-11	467	2	25	0
2020-08-10	465	1	25	0
2020-08-08	464	7	25	0
2020-08-07	457	1	25	0
2020-08-06	456	3	25	0
2020-08-05	453	2	25	0
2020-08-04	451	2	25	0
2020-08-03	449	3	25	0
2020-08-02	446	1	25	0
2020-08-01	445	1	25	0
2020-07-31	444	1	25	0
2020-07-29	443	1	25	0
2020-07-27	442	1	25	0
2020-07-24	441	3	25	0
2020-07-15	438	1	25	0
2020-07-14	437	1	25	0
2020-07-11	436	3	25	0
2020-07-03	433	2	25	0
2020-06-19	431	1	25	0
2020-06-16	430	1	25	0
2020-06-10	429	1	25	0
2020-06-05	428	1	25	0
2020-06-04	427	1	25	0
2020-05-29	426	1	25	0
2020-05-28	425	1	25	0
2020-05-27	424	3	25	0
2020-05-26	421	1	25	0
2020-05-23	420	3	25	0
2020-05-20	417	3	25	0
2020-05-15	414	9	25	0
2020-05-14	405	1	25	0
2020-05-13	404	3	25	0
2020-05-12	401	1	25	1
2020-05-09	400	3	24	0
2020-05-07	397	5	24	2
2020-05-06	392	5	22	0
2020-05-05	387	4	22	0
2020-05-04	383	4	22	0
2020-05-02	379	1	22	0
2020-05-01	378	2	22	0
2020-04-30	376	1	22	0
2020-04-29	375	3	22	0
2020-04-27	372	3	22	0
2020-04-26	369	2	22	0
2020-04-25	367	3	22	0
2020-04-24	364	3	22	1
2020-04-23	361	7	21	0
2020-04-22	354	9	21	3
2020-04-21	345	11	18	1
2020-04-19	334	2	17	0
2020-04-18	332	5	17	0
2020-04-17	327	5	17	0
2020-04-16	322	14	17	1
2020-04-15	308	18	16	1
2020-04-14	290	3	15	0
2020-04-13	287	3	15	0
2020-04-12	284	1	15	1
2020-04-11	283	5	14	1
2020-04-10	278	15	13	2
2020-04-09	263	14	11	2
2020-04-08	249	15	9	0
2020-04-07	234	9	9	0
2020-04-06	225	7	9	1
2020-04-05	218	12	8	1
2020-04-04	206	5	7	0
2020-04-03	201	15	7	2
2020-04-02	186	17	5	0
2020-04-01	169	23	5	2
2020-03-31	146	13	3	1
2020-03-30	133	3	2	1
2020-03-29	130	8	1	0
2020-03-28	122	4	1	0
2020-03-27	118	23	1	0
2020-03-26	95	10	1	0
2020-03-25	85	7	1	0
2020-03-24	78	13	1	0
2020-03-23	65	9	1	0
2020-03-22	56	3	1	0
2020-03-21	53	9	1	1
2020-03-20	44	10	0	0
2020-03-19	34	6	0	0
2020-03-18	28	6	0	0
2020-03-17	22	5	0	0
2020-03-16	17	1	0	0
2020-03-15	16	3	0	0
2020-03-14	13	3	0	0
2020-03-13	10	5	0	0
2020-03-12	5	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: 0:04:22.153828