Germany: LK Rottal-Inn (Bayern)

• 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 11:22:07 CEST

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

overview(country="Germany", subregion="LK Rottal-Inn", weeks=5);

overview(country="Germany", subregion="LK Rottal-Inn");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Rottal-Inn")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Rottal-Inn")
print(f'Population of country="Germany", subregion="LK Rottal-Inn": {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 Rottal-Inn": 122252 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	65182	22	380	0
2023-03-03	65160	8	380	0
2023-03-02	65152	6	380	0
2023-03-01	65146	22	380	0
2023-02-28	65124	13	380	0
2023-02-27	65111	34	380	0
2023-02-24	65077	22	380	0
2023-02-23	65055	17	380	0
2023-02-22	65038	50	380	1
2023-02-21	64988	14	379	0
2023-02-20	64974	30	379	1
2023-02-17	64944	15	378	0
2023-02-16	64929	19	378	0
2023-02-15	64910	15	378	0
2023-02-14	64895	36	378	0
2023-02-13	64859	32	378	0
2023-02-10	64827	17	378	0
2023-02-09	64810	20	378	0
2023-02-08	64790	28	378	0
2023-02-07	64762	29	378	0
2023-02-06	64733	31	378	1
2023-02-03	64702	14	377	0
2023-02-02	64688	14	377	0
2023-02-01	64674	36	377	0
2023-01-31	64638	22	377	0
2023-01-30	64616	19	377	0
2023-01-27	64597	17	377	0
2023-01-26	64580	13	377	0
2023-01-25	64567	25	377	0
2023-01-24	64542	19	377	0
2023-01-23	64523	21	377	0
2023-01-20	64502	16	377	0
2023-01-19	64486	6	377	0
2023-01-18	64480	17	377	0
2023-01-17	64463	14	377	0
2023-01-16	64449	14	377	0
2023-01-13	64435	10	377	0
2023-01-12	64425	17	377	0
2023-01-11	64408	10	377	0
2023-01-10	64398	17	377	0
2023-01-09	64381	26	377	0
2023-01-05	64355	6	377	0
2023-01-04	64349	27	377	0
2023-01-03	64322	6	377	0
2023-01-02	64316	12	377	0
2022-12-30	64304	12	377	0
2022-12-29	64292	15	377	0
2022-12-28	64277	24	377	0
2022-12-27	64253	34	377	0
2022-12-23	64219	10	377	0
2022-12-22	64209	8	377	0
2022-12-21	64201	23	377	0
2022-12-20	64178	31	377	0
2022-12-19	64147	10	377	0
2022-12-16	64137	20	377	0
2022-12-15	64117	25	377	0
2022-12-14	64092	9	377	0
2022-12-13	64083	33	377	0
2022-12-12	64050	15	377	0
2022-12-09	64035	22	377	0
2022-12-08	64013	11	377	0
2022-12-07	64002	11	377	0
2022-12-06	63991	21	377	0
2022-12-05	63970	18	377	0
2022-12-02	63952	15	377	0
2022-12-01	63937	18	377	0
2022-11-30	63919	13	377	0
2022-11-29	63906	33	377	0
2022-11-28	63873	24	377	0
2022-11-25	63849	17	377	0
2022-11-24	63832	14	377	0
2022-11-23	63818	12	377	0
2022-11-22	63806	30	377	0
2022-11-21	63776	19	377	0
2022-11-18	63757	10	377	0
2022-11-17	63747	11	377	0
2022-11-16	63736	13	377	0
2022-11-15	63723	40	377	0
2022-11-14	63683	22	377	0
2022-11-11	63661	13	377	0
2022-11-10	63648	20	377	0
2022-11-09	63628	26	377	0
2022-11-08	63602	67	377	1
2022-11-07	63535	53	376	1
2022-11-04	63482	47	375	0
2022-11-03	63435	39	375	0
2022-11-02	63396	51	375	0
2022-10-31	63345	48	375	0
2022-10-28	63297	56	375	0
2022-10-27	63241	59	375	0
2022-10-26	63182	90	375	0
2022-10-25	63092	121	375	1
2022-10-24	62971	97	374	0
2022-10-21	62874	61	374	0
2022-10-20	62813	93	374	0
2022-10-19	62720	111	374	1
2022-10-18	62609	222	373	0
2022-10-17	62387	237	373	1
2022-10-14	62150	102	372	1
2022-10-13	62048	157	371	0
2022-10-12	61891	242	371	1
2022-10-11	61649	294	370	0
2022-10-10	61355	272	370	0
2022-10-07	61083	187	370	1
2022-10-06	60896	349	369	0
2022-10-05	60547	400	369	0
2022-10-04	60147	241	369	0
2022-09-30	59906	133	369	0
2022-09-29	59773	222	369	0
2022-09-28	59551	229	369	0
2022-09-27	59322	211	369	0
2022-09-26	59111	146	369	0
2022-09-23	58965	132	369	0
2022-09-22	58833	127	369	0
2022-09-21	58706	99	369	0
2022-09-20	58607	172	369	0
2022-09-19	58435	102	369	0
2022-09-16	58333	92	369	0
2022-09-15	58241	96	369	0
2022-09-14	58145	79	369	0
2022-09-13	58066	170	369	1
2022-09-12	57896	72	368	0
2022-09-09	57824	49	368	0
2022-09-08	57775	52	368	0
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2022-09-01	57558	30	368	1
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2022-08-29	57432	50	367	0
2022-08-26	57382	36	367	0
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2022-08-03	56458	74	365	1
2022-08-02	56384	240	364	1
2022-07-29	56144	80	363	0
2022-07-28	56064	107	363	0
2022-07-27	55957	127	363	0
2022-07-26	55830	283	363	1
2022-07-25	55547	172	362	2
2022-07-22	55375	162	360	0
2022-07-21	55213	177	360	2
2022-07-20	55036	295	358	0
2022-07-19	54741	224	358	0
2022-07-18	54517	169	358	0
2022-07-15	54348	141	358	0
2022-07-14	54207	187	358	1
2022-07-13	54020	142	357	0
2022-07-12	53878	242	357	0
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2021-09-10	8019	22	188	0
2021-09-09	7997	22	188	0
2021-09-08	7975	8	188	0
2021-09-07	7967	48	188	1
2021-09-06	7919	3	187	0
2021-09-05	7916	4	187	0
2021-09-04	7912	27	187	0
2021-09-03	7885	16	187	0
2021-09-02	7869	25	187	0
2021-09-01	7844	11	187	0
2021-08-31	7833	33	187	0
2021-08-30	7800	2	187	0
2021-08-29	7798	3	187	0
2021-08-28	7795	6	187	1
2021-08-27	7789	9	186	0
2021-08-26	7780	23	186	0
2021-08-25	7757	23	186	1
2021-08-24	7734	33	185	0
2021-08-23	7701	3	185	0
2021-08-22	7698	3	185	1
2021-08-21	7695	12	184	0
2021-08-20	7683	13	184	0
2021-08-19	7670	8	184	0
2021-08-18	7662	13	184	1
2021-08-17	7649	19	183	0
2021-08-16	7630	3	183	1
2021-08-14	7627	1	182	0
2021-08-13	7626	3	182	0
2021-08-12	7623	6	182	0
2021-08-11	7617	2	182	0
2021-08-10	7615	8	182	0
2021-08-07	7607	5	182	0
2021-08-06	7602	6	182	0
2021-08-05	7596	7	182	0
2021-08-04	7589	4	182	0
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2021-07-28	7576	1	182	0
2021-07-27	7575	7	182	0
2021-07-24	7568	3	182	0
2021-07-23	7565	3	182	0
2021-07-21	7562	1	182	0
2021-07-20	7561	1	182	0
2021-07-16	7560	4	182	0
2021-07-15	7556	1	182	0
2021-07-13	7555	2	182	0
2021-07-10	7553	2	182	0
2021-07-09	7551	1	182	0
2021-07-08	7550	1	182	0
2021-07-04	7549	1	182	0
2021-06-26	7548	1	182	0
2021-06-25	7547	2	182	0
2021-06-24	7545	2	182	0
2021-06-21	7543	1	182	0
2021-06-18	7542	1	182	0
2021-06-17	7541	1	182	0
2021-06-16	7540	3	182	0
2021-06-15	7537	2	182	0
2021-06-14	7535	1	182	0
2021-06-12	7534	2	182	0
2021-06-11	7532	1	182	0
2021-06-10	7531	6	182	0
2021-06-09	7525	2	182	0
2021-06-08	7523	7	182	0
2021-06-05	7516	5	182	0
2021-06-04	7511	2	182	0
2021-06-03	7509	4	182	0
2021-06-02	7505	5	182	0
2021-06-01	7500	29	182	0
2021-05-31	7471	1	182	0
2021-05-30	7470	1	182	0
2021-05-28	7469	18	182	0
2021-05-27	7451	15	182	0
2021-05-26	7436	18	182	0
2021-05-25	7418	15	182	0
2021-05-23	7403	2	182	0
2021-05-22	7401	17	182	0
2021-05-21	7384	18	182	0
2021-05-20	7366	19	182	0
2021-05-19	7347	20	182	0
2021-05-18	7327	25	182	0
2021-05-17	7302	6	182	1
2021-05-15	7296	26	181	0
2021-05-14	7270	10	181	0
2021-05-13	7260	36	181	1
2021-05-12	7224	30	180	0
2021-05-11	7194	54	180	2
2021-05-09	7140	3	178	1
2021-05-08	7137	27	177	1
2021-05-07	7110	54	176	1
2021-05-06	7056	33	175	1
2021-05-05	7023	45	174	1
2021-05-04	6978	72	173	0
2021-05-03	6906	1	173	0
2021-05-01	6905	35	173	0
2021-04-30	6870	40	173	0
2021-04-29	6830	58	173	0
2021-04-28	6772	81	173	0
2021-04-27	6691	77	173	1
2021-04-26	6614	3	172	1
2021-04-25	6611	1	171	0
2021-04-24	6610	106	171	2
2021-04-23	6504	17	169	1
2021-04-22	6487	65	168	0
2021-04-21	6422	83	168	0
2021-04-20	6339	97	168	1
2021-04-19	6242	10	167	1
2021-04-18	6232	13	166	0
2021-04-17	6219	41	166	0
2021-04-16	6178	36	166	0
2021-04-15	6142	51	166	1
2021-04-14	6091	37	165	0
2021-04-13	6054	82	165	1
2021-04-12	5972	2	164	0
2021-04-11	5970	4	164	0
2021-04-10	5966	35	164	0
2021-04-09	5931	36	164	2
2021-04-08	5895	36	162	0
2021-04-07	5859	37	162	0
2021-04-06	5822	34	162	0
2021-04-05	5788	1	162	0
2021-04-04	5787	1	162	0
2021-04-03	5786	37	162	2
2021-04-02	5749	31	160	0
2021-04-01	5718	29	160	0
2021-03-31	5689	31	160	0
2021-03-30	5658	34	160	0
2021-03-29	5624	2	160	0
2021-03-28	5622	1	160	0
2021-03-27	5621	20	160	0
2021-03-26	5601	27	160	0
2021-03-25	5574	15	160	0
2021-03-24	5559	16	160	0
2021-03-23	5543	27	160	0
2021-03-22	5516	1	160	0
2021-03-21	5515	3	160	0
2021-03-20	5512	12	160	0
2021-03-19	5500	21	160	0
2021-03-18	5479	12	160	0
2021-03-17	5467	20	160	0
2021-03-16	5447	25	160	0
2021-03-15	5422	3	160	0
2021-03-14	5419	6	160	0
2021-03-13	5413	8	160	0
2021-03-12	5405	12	160	0
2021-03-11	5393	14	160	0
2021-03-10	5379	27	160	0
2021-03-09	5352	16	160	0
2021-03-08	5336	1	160	0
2021-03-07	5335	3	160	0
2021-03-06	5332	8	160	0
2021-03-05	5324	20	160	0
2021-03-04	5304	21	160	0
2021-03-03	5283	13	160	1
2021-03-02	5270	21	159	0
2021-03-01	5249	3	159	0
2021-02-28	5246	5	159	0
2021-02-27	5241	4	159	0
2021-02-26	5237	22	159	0
2021-02-25	5215	13	159	2
2021-02-24	5202	17	157	1
2021-02-23	5185	14	156	1
2021-02-22	5171	1	155	0
2021-02-21	5170	3	155	0
2021-02-20	5167	12	155	0
2021-02-19	5155	16	155	0
2021-02-18	5139	15	155	2
2021-02-17	5124	16	153	2
2021-02-16	5108	36	151	0
2021-02-15	5072	2	151	0
2021-02-14	5070	20	151	0
2021-02-13	5050	1	151	0
2021-02-12	5049	18	151	1
2021-02-11	5031	16	150	2
2021-02-10	5015	29	148	2
2021-02-09	4986	36	146	1
2021-02-08	4950	2	145	0
2021-02-07	4948	8	145	0
2021-02-06	4940	26	145	0
2021-02-05	4914	31	145	0
2021-02-04	4883	24	145	1
2021-02-03	4859	41	144	1
2021-02-02	4818	43	143	0
2021-02-01	4775	4	143	0
2021-01-31	4771	6	143	0
2021-01-30	4765	17	143	0
2021-01-29	4748	29	143	1
2021-01-28	4719	26	142	0
2021-01-27	4693	37	142	0
2021-01-26	4656	43	142	1
2021-01-25	4613	5	141	1
2021-01-24	4608	9	140	0
2021-01-23	4599	34	140	0
2021-01-22	4565	27	140	1
2021-01-21	4538	30	139	4
2021-01-20	4508	30	135	2
2021-01-19	4478	43	133	1
2021-01-18	4435	7	132	2
2021-01-17	4428	20	130	1
2021-01-16	4408	25	129	0
2021-01-15	4383	33	129	1
2021-01-14	4350	95	128	7
2021-01-13	4255	72	121	0
2021-01-12	4183	30	121	2
2021-01-11	4153	8	119	0
2021-01-10	4145	13	119	1
2021-01-09	4132	55	118	1
2021-01-08	4077	101	117	4
2021-01-07	3976	7	113	0
2021-01-06	3969	79	113	2
2021-01-05	3890	54	111	2
2021-01-04	3836	10	109	1
2021-01-03	3826	61	108	0
2021-01-02	3765	42	108	1
2021-01-01	3723	34	107	1
2020-12-31	3689	43	106	0
2020-12-30	3646	70	106	3
2020-12-29	3576	55	103	1
2020-12-28	3521	9	102	4
2020-12-27	3512	15	98	0
2020-12-26	3497	21	98	0
2020-12-25	3476	28	98	1
2020-12-24	3448	37	97	0
2020-12-23	3411	22	97	0
2020-12-22	3389	49	97	1
2020-12-21	3340	8	96	1
2020-12-20	3332	39	95	0
2020-12-19	3293	40	95	0
2020-12-18	3253	64	95	1
2020-12-17	3189	35	94	1
2020-12-16	3154	48	93	1
2020-12-15	3106	67	92	2
2020-12-14	3039	13	90	1
2020-12-13	3026	38	89	2
2020-12-12	2988	35	87	3
2020-12-11	2953	67	84	3
2020-12-10	2886	16	81	1
2020-12-09	2870	66	80	0
2020-12-08	2804	26	80	1
2020-12-07	2778	9	79	2
2020-12-06	2769	26	77	0
2020-12-05	2743	22	77	0
2020-12-04	2721	16	77	0
2020-12-03	2705	26	77	0
2020-12-02	2679	37	77	1
2020-12-01	2642	10	76	0
2020-11-30	2632	9	76	2
2020-11-29	2623	24	74	0
2020-11-28	2599	16	74	0
2020-11-27	2583	29	74	0
2020-11-26	2554	29	74	1
2020-11-25	2525	57	73	0
2020-11-24	2468	25	73	0
2020-11-23	2443	26	73	1
2020-11-22	2417	36	72	0
2020-11-21	2381	36	72	4
2020-11-20	2345	34	68	0
2020-11-19	2311	30	68	1
2020-11-18	2281	62	67	1
2020-11-17	2219	20	66	1
2020-11-16	2199	7	65	1
2020-11-15	2192	24	64	0
2020-11-14	2168	31	64	0
2020-11-13	2137	27	64	1
2020-11-12	2110	23	63	0
2020-11-11	2087	37	63	0
2020-11-10	2050	23	63	0
2020-11-09	2027	15	63	0
2020-11-08	2012	22	63	0
2020-11-07	1990	39	63	0
2020-11-06	1951	52	63	0
2020-11-05	1899	28	63	1
2020-11-04	1871	40	62	0
2020-11-03	1831	43	62	0
2020-11-02	1788	25	62	0
2020-11-01	1763	62	62	1
2020-10-31	1701	59	61	0
2020-10-30	1642	35	61	1
2020-10-29	1607	53	60	1
2020-10-28	1554	56	59	1
2020-10-27	1498	86	58	1
2020-10-26	1412	26	57	1
2020-10-25	1386	62	56	0
2020-10-24	1324	53	56	0
2020-10-23	1271	40	56	1
2020-10-22	1231	41	55	0
2020-10-21	1190	31	55	0
2020-10-20	1159	37	55	1
2020-10-19	1122	72	54	0
2020-10-16	1050	12	54	0
2020-10-15	1038	25	54	0
2020-10-14	1013	30	54	0
2020-10-13	983	23	54	1
2020-10-12	960	26	53	0
2020-10-09	934	4	53	0
2020-10-08	930	15	53	0
2020-10-07	915	11	53	0
2020-10-06	904	6	53	0
2020-10-05	898	12	53	2
2020-10-02	886	3	51	0
2020-10-01	883	4	51	0
2020-09-30	879	2	51	0
2020-09-29	877	3	51	0
2020-09-28	874	9	51	0
2020-09-25	865	3	51	0
2020-09-23	862	3	51	0
2020-09-22	859	1	51	0
2020-09-21	858	10	51	0
2020-09-18	848	4	51	0
2020-09-17	844	4	51	0
2020-09-16	840	3	51	0
2020-09-15	837	8	51	0
2020-09-14	829	4	51	0
2020-09-11	825	1	51	0
2020-09-10	824	1	51	0
2020-09-09	823	8	51	0
2020-09-08	815	17	51	0
2020-09-04	798	1	51	0
2020-09-03	797	2	51	0
2020-09-02	795	1	51	0
2020-09-01	794	1	51	0
2020-08-31	793	2	51	0
2020-08-29	791	1	51	0
2020-08-28	790	1	51	0
2020-08-27	789	2	51	0
2020-08-26	787	4	51	0
2020-08-25	783	7	51	0
2020-08-24	776	2	51	0
2020-08-23	774	1	51	0
2020-08-22	773	4	51	0
2020-08-21	769	1	51	0
2020-08-20	768	5	51	0
2020-08-19	763	3	51	0
2020-08-18	760	11	51	1
2020-08-14	749	2	50	0
2020-08-11	747	2	50	0
2020-08-08	745	1	50	0
2020-08-06	744	2	50	0
2020-08-05	742	1	50	0
2020-08-03	741	1	50	0
2020-07-30	740	1	50	0
2020-07-23	739	2	50	0
2020-07-21	737	1	50	0
2020-07-20	736	1	50	0
2020-07-08	735	1	50	0
2020-07-03	734	1	50	0
2020-06-24	733	1	50	0
2020-05-22	732	1	50	0
2020-05-20	731	1	50	0
2020-05-17	730	1	50	0
2020-05-15	729	1	50	0
2020-05-13	728	2	50	0
2020-05-12	726	1	50	0
2020-05-11	725	6	50	0
2020-05-10	719	3	50	0
2020-05-09	716	3	50	0
2020-05-08	713	2	50	0
2020-05-07	711	3	50	1
2020-05-06	708	3	49	1
2020-05-05	705	2	48	1
2020-05-04	703	1	47	0
2020-05-03	702	1	47	0
2020-05-02	701	2	47	0
2020-04-30	699	5	47	0
2020-04-28	694	1	47	0
2020-04-27	693	3	47	1
2020-04-25	690	3	46	0
2020-04-24	687	3	46	0
2020-04-23	684	1	46	0
2020-04-22	683	1	46	0
2020-04-21	682	6	46	0
2020-04-20	676	3	46	1
2020-04-19	673	3	45	0
2020-04-18	670	8	45	1
2020-04-17	662	11	44	0
2020-04-16	651	3	44	0
2020-04-15	648	3	44	0
2020-04-14	645	17	44	1
2020-04-13	628	9	43	3
2020-04-12	619	7	40	0
2020-04-11	612	18	40	0
2020-04-10	594	15	40	1
2020-04-09	579	22	39	0
2020-04-08	557	26	39	0
2020-04-07	531	20	39	3
2020-04-06	511	51	36	7
2020-04-05	460	39	29	0
2020-04-04	421	28	29	0
2020-04-03	393	25	29	5
2020-04-02	368	35	24	4
2020-04-01	333	30	20	4
2020-03-31	303	54	16	2
2020-03-30	249	25	14	3
2020-03-29	224	17	11	1
2020-03-28	207	14	10	0
2020-03-27	193	23	10	5
2020-03-26	170	43	5	1
2020-03-25	127	33	4	1
2020-03-24	94	13	3	1
2020-03-23	81	1	2	0
2020-03-22	80	12	2	0
2020-03-21	68	11	2	0
2020-03-20	57	5	2	0
2020-03-19	52	13	2	0
2020-03-18	39	9	2	0
2020-03-17	30	15	2	2
2020-03-14	15	4	0	0
2020-03-13	11	5	0	0
2020-03-12	6	4	0	0
2020-03-11	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: 0:03:27.691568