Germany: LK Main-Kinzig-Kreis (Hessen)

• 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 12:36:39 CEST

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

overview(country="Germany", subregion="LK Main-Kinzig-Kreis", weeks=5);

overview(country="Germany", subregion="LK Main-Kinzig-Kreis");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Main-Kinzig-Kreis")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Main-Kinzig-Kreis")
print(f'Population of country="Germany", subregion="LK Main-Kinzig-Kreis": {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 Main-Kinzig-Kreis": 423465 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	206591	82	1101	0
2023-03-03	206509	56	1101	0
2023-03-02	206453	59	1101	0
2023-03-01	206394	152	1101	0
2023-02-28	206242	190	1101	0
2023-02-27	206052	211	1101	0
2023-02-24	205841	130	1101	0
2023-02-23	205711	180	1101	0
2023-02-22	205531	174	1101	0
2023-02-21	205357	164	1101	0
2023-02-20	205193	234	1101	1
2023-02-17	204959	115	1100	0
2023-02-16	204844	115	1100	0
2023-02-15	204729	148	1100	0
2023-02-14	204581	128	1100	0
2023-02-13	204453	206	1100	0
2023-02-12	204247	1	1100	0
2023-02-11	204246	3	1100	0
2023-02-10	204243	74	1100	0
2023-02-09	204169	87	1100	0
2023-02-08	204082	121	1100	1
2023-02-07	203961	125	1099	0
2023-02-06	203836	150	1099	0
2023-02-03	203686	84	1099	0
2023-02-02	203602	83	1099	0
2023-02-01	203519	121	1099	0
2023-01-31	203398	151	1099	0
2023-01-30	203247	158	1099	0
2023-01-27	203089	65	1099	0
2023-01-26	203024	84	1099	0
2023-01-25	202940	87	1099	0
2023-01-24	202853	119	1099	0
2023-01-23	202734	119	1099	0
2023-01-20	202615	60	1099	1
2023-01-19	202555	43	1098	0
2023-01-18	202512	111	1098	0
2023-01-17	202401	105	1098	0
2023-01-16	202296	146	1098	0
2023-01-13	202150	59	1098	0
2023-01-12	202091	66	1098	1
2023-01-11	202025	106	1097	0
2023-01-10	201919	113	1097	0
2023-01-09	201806	204	1097	1
2023-01-06	201602	87	1096	1
2023-01-05	201515	112	1095	0
2023-01-04	201403	182	1095	0
2023-01-03	201221	159	1095	0
2023-01-02	201062	258	1095	2
2022-12-30	200804	95	1093	1
2022-12-29	200709	213	1092	0
2022-12-28	200496	315	1092	0
2022-12-27	200181	379	1092	0
2022-12-24	199802	1	1092	0
2022-12-23	199801	143	1092	0
2022-12-22	199658	228	1092	0
2022-12-21	199430	274	1092	1
2022-12-20	199156	180	1091	2
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2022-12-16	198649	221	1088	2
2022-12-15	198428	149	1086	1
2022-12-14	198279	281	1085	2
2022-12-13	197998	157	1083	0
2022-12-12	197841	314	1083	3
2022-12-09	197527	201	1080	2
2022-12-08	197326	170	1078	1
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2022-12-06	197051	233	1077	0
2022-12-05	196818	211	1077	0
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2022-12-01	196515	208	1077	3
2022-11-30	196307	111	1074	3
2022-11-29	196196	187	1071	2
2022-11-28	196009	193	1069	2
2022-11-25	195816	142	1067	0
2022-11-24	195674	129	1067	1
2022-11-23	195545	194	1066	0
2022-11-22	195351	158	1066	0
2022-11-21	195193	287	1066	2
2022-11-18	194906	176	1064	0
2022-11-17	194730	91	1064	0
2022-11-16	194639	236	1064	3
2022-11-15	194403	96	1061	0
2022-11-14	194307	344	1061	0
2022-11-11	193963	112	1061	0
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2022-11-01	192149	405	1058	2
2022-10-31	191744	319	1056	3
2022-10-29	191425	148	1053	0
2022-10-28	191277	262	1053	1
2022-10-27	191015	284	1052	2
2022-10-26	190731	391	1050	1
2022-10-25	190340	513	1049	2
2022-10-24	189827	675	1047	2
2022-10-22	189152	226	1045	0
2022-10-21	188926	400	1045	1
2022-10-20	188526	612	1044	1
2022-10-19	187914	759	1043	2
2022-10-18	187155	725	1041	0
2022-10-17	186430	1099	1041	4
2022-10-15	185331	369	1037	2
2022-10-14	184962	671	1035	1
2022-10-13	184291	699	1034	2
2022-10-12	183592	929	1032	2
2022-10-11	182663	912	1030	1
2022-10-10	181751	980	1029	2
2022-10-08	180771	549	1027	0
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2022-10-06	179465	870	1023	2
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2022-09-28	175454	531	1008	0
2022-09-27	174923	531	1008	0
2022-09-26	174392	578	1008	0
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2021-10-11	26263	61	681	1
2021-10-09	26202	57	680	1
2021-10-08	26145	56	679	1
2021-10-07	26089	105	678	0
2021-10-06	25984	66	678	1
2021-10-05	25918	68	677	1
2021-10-04	25850	35	676	0
2021-10-02	25815	42	676	1
2021-10-01	25773	55	675	1
2021-09-30	25718	64	674	0
2021-09-29	25654	78	674	1
2021-09-28	25576	56	673	1
2021-09-27	25520	63	672	1
2021-09-25	25457	52	671	1
2021-09-24	25405	57	670	2
2021-09-23	25348	72	668	0
2021-09-22	25276	77	668	0
2021-09-21	25199	67	668	0
2021-09-20	25132	63	668	1
2021-09-18	25069	58	667	0
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2021-09-10	24603	50	665	1
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2021-09-07	24380	109	664	1
2021-09-06	24271	77	663	1
2021-09-04	24194	52	662	0
2021-09-03	24142	90	662	0
2021-09-02	24052	89	662	0
2021-09-01	23963	89	662	0
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2021-08-30	23726	85	661	1
2021-08-28	23641	43	660	0
2021-08-27	23598	71	660	0
2021-08-26	23527	57	660	0
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2021-08-20	23254	46	660	1
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2021-05-26	22147	54	654	0
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2021-05-17	21771	44	651	1
2021-05-15	21727	45	650	0
2021-05-14	21682	45	650	1
2021-05-13	21637	64	649	0
2021-05-12	21573	93	649	1
2021-05-11	21480	119	648	3
2021-05-10	21361	66	645	1
2021-05-09	21295	1	644	0
2021-05-08	21294	101	644	0
2021-05-07	21193	74	644	0
2021-05-06	21119	80	644	1
2021-05-05	21039	110	643	2
2021-05-04	20929	93	641	0
2021-05-03	20836	46	641	1
2021-05-02	20790	11	640	0
2021-05-01	20779	73	640	0
2021-04-30	20706	81	640	3
2021-04-29	20625	95	637	0
2021-04-28	20530	177	637	3
2021-04-27	20353	121	634	2
2021-04-26	20232	142	632	1
2021-04-24	20090	97	631	0
2021-04-23	19993	153	631	0
2021-04-22	19840	146	631	3
2021-04-21	19694	168	628	3
2021-04-20	19526	139	625	2
2021-04-19	19387	105	623	1
2021-04-17	19282	118	622	2
2021-04-16	19164	95	620	1
2021-04-15	19069	123	619	0
2021-04-14	18946	165	619	1
2021-04-13	18781	152	618	3
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2021-04-10	18518	53	615	1
2021-04-09	18465	161	614	2
2021-04-08	18304	173	612	0
2021-04-07	18131	127	612	3
2021-04-06	18004	76	609	3
2021-04-05	17928	77	606	2
2021-04-03	17851	60	604	2
2021-04-02	17791	78	602	4
2021-04-01	17713	149	598	1
2021-03-31	17564	156	597	5
2021-03-30	17408	148	592	2
2021-03-29	17260	119	590	2
2021-03-27	17141	100	588	2
2021-03-26	17041	131	586	2
2021-03-25	16910	126	584	1
2021-03-24	16784	151	583	1
2021-03-23	16633	127	582	5
2021-03-22	16506	107	577	5
2021-03-20	16399	85	572	4
2021-03-19	16314	105	568	3
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2021-03-17	16087	126	565	2
2021-03-16	15961	112	563	1
2021-03-15	15849	85	562	5
2021-03-13	15764	54	557	1
2021-03-12	15710	73	556	0
2021-03-11	15637	88	556	3
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2021-03-08	15339	38	549	2
2021-03-07	15301	2	547	0
2021-03-06	15299	70	547	0
2021-03-05	15229	66	547	2
2021-03-04	15163	65	545	2
2021-03-03	15098	99	543	1
2021-03-02	14999	75	542	2
2021-03-01	14924	37	540	0
2021-02-27	14887	58	540	1
2021-02-26	14829	68	539	1
2021-02-25	14761	61	538	1
2021-02-24	14700	61	537	2
2021-02-23	14639	75	535	1
2021-02-22	14564	29	534	1
2021-02-20	14535	60	533	0
2021-02-19	14475	61	533	2
2021-02-18	14414	74	531	1
2021-02-17	14340	80	530	2
2021-02-16	14260	53	528	2
2021-02-15	14207	66	526	4
2021-02-14	14141	1	522	0
2021-02-13	14140	36	522	1
2021-02-12	14104	67	521	2
2021-02-11	14037	51	519	1
2021-02-10	13986	72	518	5
2021-02-09	13914	58	513	3
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2021-02-05	13778	54	509	1
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2021-02-03	13668	84	508	0
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2021-02-01	13492	29	506	1
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2021-01-28	13346	84	498	3
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2021-01-26	13167	87	494	4
2021-01-25	13080	42	490	4
2021-01-23	13038	53	486	4
2021-01-22	12985	58	482	2
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2021-01-20	12848	92	480	3
2021-01-19	12756	71	477	3
2021-01-18	12685	57	474	5
2021-01-16	12628	96	469	13
2021-01-15	12532	85	456	3
2021-01-14	12447	118	453	5
2021-01-13	12329	146	448	12
2021-01-12	12183	120	436	5
2021-01-11	12063	89	431	9
2021-01-09	11974	51	422	1
2021-01-08	11923	51	421	3
2021-01-07	11872	107	418	4
2021-01-06	11765	177	414	5
2021-01-05	11588	140	409	6
2021-01-04	11448	137	403	8
2021-01-03	11311	1	395	1
2021-01-02	11310	33	394	6
2021-01-01	11277	65	388	3
2020-12-31	11212	117	385	4
2020-12-30	11095	217	381	11
2020-12-29	10878	187	370	7
2020-12-28	10691	68	363	14
2020-12-26	10623	44	349	8
2020-12-25	10579	73	341	3
2020-12-24	10506	122	338	8
2020-12-23	10384	200	330	8
2020-12-22	10184	211	322	8
2020-12-21	9973	209	314	14
2020-12-19	9764	153	300	11
2020-12-18	9611	190	289	3
2020-12-17	9421	289	286	23
2020-12-16	9132	229	263	16
2020-12-15	8903	201	247	21
2020-12-14	8702	250	226	9
2020-12-13	8452	1	217	1
2020-12-12	8451	122	216	6
2020-12-11	8329	175	210	5
2020-12-10	8154	164	205	4
2020-12-09	7990	168	201	6
2020-12-08	7822	189	195	9
2020-12-07	7633	225	186	9
2020-12-05	7408	127	177	4
2020-12-04	7281	189	173	11
2020-12-03	7092	183	162	8
2020-12-02	6909	177	154	5
2020-12-01	6732	112	149	7
2020-11-30	6620	109	142	7
2020-11-28	6511	136	135	2
2020-11-27	6375	163	133	2
2020-11-26	6212	194	131	3
2020-11-25	6018	183	128	3
2020-11-24	5835	117	125	4
2020-11-23	5718	139	121	5
2020-11-21	5579	141	116	1
2020-11-20	5438	164	115	1
2020-11-19	5274	209	114	5
2020-11-18	5065	190	109	4
2020-11-17	4875	199	105	6
2020-11-16	4676	172	99	5
2020-11-15	4504	1	94	0
2020-11-14	4503	119	94	2
2020-11-13	4384	141	92	4
2020-11-12	4243	183	88	3
2020-11-11	4060	157	85	2
2020-11-10	3903	170	83	2
2020-11-09	3733	177	81	2
2020-11-08	3556	1	79	0
2020-11-07	3555	120	79	2
2020-11-06	3435	123	77	2
2020-11-05	3312	126	75	3
2020-11-04	3186	131	72	2
2020-11-03	3055	65	70	1
2020-11-02	2990	83	69	2
2020-11-01	2907	53	67	0
2020-10-31	2854	130	67	2
2020-10-30	2724	98	65	0
2020-10-29	2626	130	65	0
2020-10-28	2496	60	65	2
2020-10-27	2436	82	63	1
2020-10-26	2354	143	62	0
2020-10-24	2211	98	62	0
2020-10-23	2113	88	62	1
2020-10-22	2025	67	61	0
2020-10-21	1958	88	61	0
2020-10-20	1870	56	61	0
2020-10-19	1814	61	61	0
2020-10-17	1753	47	61	0
2020-10-16	1706	35	61	0
2020-10-15	1671	44	61	1
2020-10-14	1627	33	60	0
2020-10-13	1594	12	60	0
2020-10-12	1582	19	60	0
2020-10-10	1563	34	60	1
2020-10-09	1529	20	59	0
2020-10-08	1509	22	59	1
2020-10-07	1487	15	58	1
2020-10-06	1472	19	57	0
2020-10-05	1453	15	57	0
2020-10-03	1438	11	57	0
2020-10-02	1427	6	57	0
2020-10-01	1421	12	57	0
2020-09-30	1409	10	57	0
2020-09-29	1399	19	57	1
2020-09-28	1380	18	56	0
2020-09-26	1362	11	56	0
2020-09-25	1351	12	56	0
2020-09-24	1339	10	56	0
2020-09-23	1329	14	56	0
2020-09-22	1315	10	56	0
2020-09-21	1305	17	56	0
2020-09-20	1288	1	56	0
2020-09-19	1287	11	56	0
2020-09-18	1276	4	56	0
2020-09-17	1272	10	56	0
2020-09-16	1262	17	56	0
2020-09-15	1245	5	56	0
2020-09-14	1240	3	56	0
2020-09-13	1237	9	56	0
2020-09-12	1228	6	56	0
2020-09-11	1222	12	56	0
2020-09-10	1210	6	56	0
2020-09-09	1204	3	56	0
2020-09-08	1201	4	56	0
2020-09-07	1197	10	56	1
2020-09-05	1187	3	55	0
2020-09-04	1184	1	55	0
2020-09-03	1183	13	55	0
2020-09-02	1170	13	55	0
2020-09-01	1157	5	55	0
2020-08-31	1152	10	55	0
2020-08-29	1142	11	55	0
2020-08-28	1131	8	55	0
2020-08-27	1123	7	55	0
2020-08-26	1116	14	55	0
2020-08-25	1102	17	55	0
2020-08-24	1085	18	55	0
2020-08-22	1067	15	55	0
2020-08-21	1052	21	55	0
2020-08-20	1031	19	55	0
2020-08-19	1012	20	55	0
2020-08-18	992	13	55	0
2020-08-17	979	9	55	0
2020-08-15	970	3	55	0
2020-08-14	967	14	55	0
2020-08-13	953	6	55	0
2020-08-12	947	7	55	0
2020-08-11	940	14	55	0
2020-08-10	926	14	55	0
2020-08-08	912	7	55	0
2020-08-07	905	6	55	0
2020-08-06	899	4	55	0
2020-08-05	895	5	55	0
2020-08-04	890	6	55	0
2020-08-03	884	5	55	0
2020-07-31	879	3	55	0
2020-07-30	876	3	55	0
2020-07-29	873	7	55	0
2020-07-28	866	3	55	0
2020-07-27	863	7	55	0
2020-07-25	856	4	55	0
2020-07-24	852	4	55	1
2020-07-23	848	2	54	1
2020-07-22	846	2	53	0
2020-07-21	844	5	53	0
2020-07-18	839	4	53	0
2020-07-17	835	8	53	0
2020-07-16	827	1	53	0
2020-07-15	826	5	53	1
2020-07-14	821	2	52	0
2020-07-13	819	1	52	0
2020-07-12	818	1	52	0
2020-07-10	817	1	52	0
2020-07-09	816	2	52	0
2020-07-08	814	4	52	0
2020-07-07	810	1	52	0
2020-07-06	809	2	52	0
2020-07-04	807	1	52	0
2020-07-03	806	4	52	1
2020-07-02	802	4	51	0
2020-07-01	798	8	51	0
2020-06-30	790	5	51	0
2020-06-27	785	5	51	0
2020-06-26	780	3	51	0
2020-06-25	777	2	51	0
2020-06-24	775	1	51	0
2020-06-23	774	8	51	0
2020-06-19	766	3	51	0
2020-06-13	763	1	51	0
2020-06-11	762	1	51	0
2020-06-09	761	1	51	0
2020-06-07	760	1	51	0
2020-06-06	759	1	51	0
2020-06-04	758	1	51	0
2020-06-03	757	3	51	0
2020-05-30	754	1	51	0
2020-05-29	753	7	51	0
2020-05-28	746	5	51	0
2020-05-26	741	16	51	0
2020-05-23	725	5	51	0
2020-05-22	720	8	51	0
2020-05-21	712	4	51	0
2020-05-20	708	9	51	0
2020-05-18	699	6	51	0
2020-05-17	693	4	51	0
2020-05-16	689	1	51	0
2020-05-15	688	4	51	0
2020-05-14	684	4	51	0
2020-05-13	680	7	51	0
2020-05-12	673	6	51	1
2020-05-11	667	3	50	1
2020-05-09	664	5	49	0
2020-05-08	659	11	49	1
2020-05-07	648	4	48	0
2020-05-06	644	7	48	1
2020-05-05	637	2	47	0
2020-05-04	635	2	47	0
2020-05-03	633	2	47	0
2020-05-02	631	1	47	0
2020-05-01	630	15	47	0
2020-04-30	615	9	47	1
2020-04-29	606	9	46	0
2020-04-28	597	16	46	2
2020-04-27	581	3	44	0
2020-04-26	578	5	44	0
2020-04-25	573	11	44	1
2020-04-24	562	10	43	0
2020-04-23	552	2	43	0
2020-04-22	550	19	43	0
2020-04-21	531	28	43	2
2020-04-20	503	11	41	1
2020-04-19	492	2	40	1
2020-04-18	490	23	39	5
2020-04-17	467	23	34	4
2020-04-16	444	22	30	3
2020-04-15	422	25	27	1
2020-04-14	397	12	26	2
2020-04-13	385	4	24	1
2020-04-12	381	4	23	0
2020-04-11	377	22	23	4
2020-04-10	355	10	19	1
2020-04-09	345	13	18	1
2020-04-08	332	20	17	0
2020-04-07	312	24	17	3
2020-04-06	288	13	14	3
2020-04-05	275	1	11	0
2020-04-04	274	13	11	0
2020-04-03	261	22	11	1
2020-04-02	239	14	10	0
2020-04-01	225	22	10	1
2020-03-31	203	17	9	1
2020-03-30	186	17	8	4
2020-03-29	169	4	4	2
2020-03-28	165	16	2	0
2020-03-27	149	16	2	0
2020-03-26	133	19	2	0
2020-03-25	114	15	2	1
2020-03-24	99	6	1	0
2020-03-23	93	9	1	1
2020-03-22	84	2	0	0
2020-03-21	82	3	0	0
2020-03-20	79	6	0	0
2020-03-19	73	4	0	0
2020-03-18	69	13	0	0
2020-03-17	56	14	0	0
2020-03-16	42	3	0	0
2020-03-14	39	11	0	0
2020-03-13	28	10	0	0
2020-03-12	18	8	0	0
2020-03-11	10	7	0	0
2020-03-10	3	1	0	0
2020-03-09	2	1	0	0

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• 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: 0:03:22.461202