Germany: LK Elbe-Elster (Brandenburg)

• 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 12:06:08 CEST

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

overview(country="Germany", subregion="LK Elbe-Elster", weeks=5);

overview(country="Germany", subregion="LK Elbe-Elster");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Elbe-Elster")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Elbe-Elster")
print(f'Population of country="Germany", subregion="LK Elbe-Elster": {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 Elbe-Elster": 100317 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	50258	5	444	0
2023-03-03	50253	1	444	0
2023-03-02	50252	6	444	0
2023-03-01	50246	18	444	0
2023-02-28	50228	35	444	0
2023-02-27	50193	16	444	0
2023-02-24	50177	15	444	0
2023-02-23	50162	9	444	0
2023-02-22	50153	11	444	0
2023-02-21	50142	16	444	0
2023-02-20	50126	9	444	0
2023-02-17	50117	11	444	0
2023-02-16	50106	6	444	0
2023-02-15	50100	17	444	0
2023-02-14	50083	10	444	0
2023-02-13	50073	16	444	0
2023-02-10	50057	4	444	0
2023-02-09	50053	10	444	0
2023-02-08	50043	11	444	0
2023-02-07	50032	18	444	0
2023-02-06	50014	11	444	0
2023-02-03	50003	4	444	0
2023-02-02	49999	12	444	0
2023-02-01	49987	7	444	0
2023-01-31	49980	8	444	0
2023-01-30	49972	8	444	0
2023-01-27	49964	3	444	0
2023-01-26	49961	2	444	0
2023-01-25	49959	9	444	0
2023-01-24	49950	12	444	0
2023-01-23	49938	12	444	0
2023-01-20	49926	3	444	0
2023-01-19	49923	9	444	0
2023-01-18	49914	16	444	0
2023-01-17	49898	9	444	0
2023-01-16	49889	20	444	1
2023-01-13	49869	3	443	0
2023-01-12	49866	10	443	0
2023-01-11	49856	21	443	0
2023-01-10	49835	27	443	0
2023-01-09	49808	20	443	4
2023-01-06	49788	11	439	0
2023-01-05	49777	21	439	0
2023-01-04	49756	33	439	1
2023-01-03	49723	49	438	1
2023-01-02	49674	30	437	0
2022-12-30	49644	18	437	0
2022-12-29	49626	30	437	0
2022-12-28	49596	42	437	0
2022-12-27	49554	45	437	1
2022-12-23	49509	29	436	1
2022-12-22	49480	32	435	1
2022-12-21	49448	46	434	0
2022-12-20	49402	54	434	1
2022-12-19	49348	55	433	1
2022-12-16	49293	25	432	0
2022-12-15	49268	43	432	1
2022-12-14	49225	69	431	1
2022-12-13	49156	98	430	2
2022-12-12	49058	54	428	2
2022-12-09	49004	46	426	0
2022-12-08	48958	55	426	1
2022-12-07	48903	62	425	0
2022-12-06	48841	85	425	0
2022-12-05	48756	65	425	0
2022-12-02	48691	31	425	0
2022-12-01	48660	31	425	0
2022-11-30	48629	53	425	0
2022-11-29	48576	70	425	2
2022-11-28	48506	60	423	1
2022-11-25	48446	30	422	0
2022-11-24	48416	32	422	0
2022-11-23	48384	34	422	0
2022-11-22	48350	58	422	1
2022-11-21	48292	52	421	0
2022-11-18	48240	26	421	0
2022-11-17	48214	62	421	2
2022-11-16	48152	41	419	0
2022-11-15	48111	93	419	1
2022-11-14	48018	55	418	0
2022-11-11	47963	31	418	0
2022-11-10	47932	51	418	0
2022-11-09	47881	64	418	0
2022-11-08	47817	82	418	0
2022-11-07	47735	79	418	0
2022-11-04	47656	35	418	0
2022-11-03	47621	97	418	0
2022-11-02	47524	120	418	0
2022-11-01	47404	100	418	1
2022-10-28	47304	73	417	0
2022-10-27	47231	83	417	1
2022-10-26	47148	137	416	0
2022-10-25	47011	181	416	0
2022-10-24	46830	157	416	1
2022-10-21	46673	108	415	0
2022-10-20	46565	161	415	1
2022-10-19	46404	177	414	0
2022-10-18	46227	227	414	0
2022-10-17	46000	196	414	2
2022-10-14	45804	87	412	0
2022-10-13	45717	100	412	1
2022-10-12	45617	147	411	0
2022-10-11	45470	297	411	0
2022-10-10	45173	169	411	0
2022-10-07	45004	147	411	0
2022-10-06	44857	162	411	0
2022-10-05	44695	305	411	1
2022-10-04	44390	132	410	1
2022-10-01	44258	1	409	0
2022-09-30	44257	75	409	0
2022-09-29	44182	87	409	0
2022-09-28	44095	141	409	1
2022-09-27	43954	143	408	0
2022-09-26	43811	102	408	1
2022-09-23	43709	66	407	0
2022-09-22	43643	74	407	0
2022-09-21	43569	74	407	0
2022-09-20	43495	111	407	0
2022-09-19	43384	83	407	1
2022-09-16	43301	62	406	0
2022-09-15	43239	70	406	1
2022-09-14	43169	101	405	0
2022-09-13	43068	92	405	0
2022-09-12	42976	57	405	0
2022-09-09	42919	45	405	0
2022-09-08	42874	59	405	0
2022-09-07	42815	72	405	0
2022-09-06	42743	76	405	0
2022-09-05	42667	60	405	0
2022-09-02	42607	38	405	0
2022-09-01	42569	44	405	0
2022-08-31	42525	55	405	0
2022-08-30	42470	76	405	0
2022-08-29	42394	63	405	0
2022-08-26	42331	44	405	1
2022-08-25	42287	65	404	0
2022-08-24	42222	62	404	0
2022-08-23	42160	89	404	1
2022-08-22	42071	55	403	0
2022-08-19	42016	44	403	0
2022-08-18	41972	74	403	0
2022-08-17	41898	65	403	1
2022-08-16	41833	102	402	0
2022-08-15	41731	103	402	1
2022-08-13	41628	2	401	0
2022-08-12	41626	42	401	0
2022-08-11	41584	85	401	1
2022-08-10	41499	98	400	0
2022-08-09	41401	117	400	0
2022-08-08	41284	106	400	1
2022-08-05	41178	65	399	1
2022-08-04	41113	81	398	0
2022-08-03	41032	99	398	0
2022-08-02	40933	116	398	1
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2022-07-21	40120	143	397	0
2022-07-20	39977	85	397	0
2022-07-19	39892	130	397	0
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2021-08-04	7184	1	247	0
2021-08-03	7183	1	247	0
2021-07-31	7182	2	247	0
2021-07-29	7180	4	247	0
2021-07-28	7176	1	247	0
2021-07-27	7175	3	247	0
2021-07-26	7172	1	247	0
2021-07-23	7171	1	247	0
2021-07-21	7170	1	247	0
2021-07-20	7169	3	247	0
2021-07-19	7166	2	247	0
2021-07-18	7164	1	247	0
2021-07-16	7163	1	247	0
2021-07-15	7162	3	247	0
2021-07-14	7159	1	247	0
2021-07-13	7158	2	247	0
2021-07-12	7156	1	247	0
2021-07-10	7155	1	247	0
2021-07-09	7154	2	247	1
2021-07-08	7152	3	246	0
2021-07-06	7149	5	246	0
2021-07-02	7144	3	246	0
2021-07-01	7141	6	246	0
2021-06-30	7135	2	246	0
2021-06-29	7133	1	246	0
2021-06-26	7132	2	246	0
2021-06-25	7130	3	246	0
2021-06-24	7127	2	246	0
2021-06-22	7125	2	246	0
2021-06-21	7123	1	246	0
2021-06-15	7122	1	246	0
2021-06-14	7121	1	246	0
2021-06-12	7120	2	246	0
2021-06-10	7118	1	246	0
2021-06-09	7117	1	246	0
2021-06-08	7116	4	246	0
2021-06-06	7112	3	246	0
2021-06-04	7109	4	246	0
2021-06-03	7105	3	246	0
2021-06-02	7102	8	246	0
2021-06-01	7094	4	246	0
2021-05-29	7090	2	246	0
2021-05-28	7088	5	246	0
2021-05-27	7083	9	246	0
2021-05-26	7074	10	246	0
2021-05-25	7064	1	246	0
2021-05-24	7063	3	246	0
2021-05-22	7060	8	246	0
2021-05-21	7052	11	246	0
2021-05-20	7041	12	246	0
2021-05-19	7029	17	246	0
2021-05-18	7012	17	246	0
2021-05-17	6995	2	246	0
2021-05-16	6993	3	246	0
2021-05-15	6990	10	246	0
2021-05-14	6980	3	246	0
2021-05-13	6977	10	246	0
2021-05-12	6967	38	246	0
2021-05-11	6929	34	246	0
2021-05-10	6895	1	246	0
2021-05-09	6894	5	246	0
2021-05-08	6889	26	246	1
2021-05-07	6863	18	245	1
2021-05-06	6845	28	244	2
2021-05-05	6817	36	242	1
2021-05-04	6781	29	241	0
2021-05-03	6752	4	241	0
2021-05-02	6748	3	241	0
2021-05-01	6745	26	241	1
2021-04-30	6719	24	240	2
2021-04-29	6695	26	238	1
2021-04-28	6669	42	237	0
2021-04-27	6627	62	237	0
2021-04-26	6565	6	237	0
2021-04-25	6559	12	237	0
2021-04-24	6547	24	237	0
2021-04-23	6523	24	237	0
2021-04-22	6499	32	237	0
2021-04-21	6467	29	237	0
2021-04-20	6438	39	237	0
2021-04-19	6399	8	237	0
2021-04-18	6391	6	237	2
2021-04-17	6385	29	235	1
2021-04-16	6356	25	234	0
2021-04-15	6331	23	234	0
2021-04-14	6308	57	234	1
2021-04-13	6251	46	233	3
2021-04-12	6205	4	230	0
2021-04-11	6201	7	230	0
2021-04-10	6194	37	230	1
2021-04-09	6157	37	229	1
2021-04-08	6120	55	228	1
2021-04-07	6065	69	227	1
2021-04-06	5996	9	226	0
2021-04-05	5987	8	226	0
2021-04-04	5979	12	226	0
2021-04-03	5967	6	226	0
2021-04-02	5961	26	226	0
2021-04-01	5935	61	226	3
2021-03-31	5874	58	223	1
2021-03-30	5816	52	222	0
2021-03-29	5764	17	222	2
2021-03-28	5747	6	220	0
2021-03-27	5741	46	220	1
2021-03-26	5695	41	219	2
2021-03-25	5654	51	217	1
2021-03-24	5603	52	216	0
2021-03-23	5551	72	216	4
2021-03-22	5479	6	212	0
2021-03-21	5473	4	212	0
2021-03-20	5469	45	212	0
2021-03-19	5424	31	212	0
2021-03-18	5393	52	212	0
2021-03-17	5341	39	212	2
2021-03-16	5302	59	210	3
2021-03-15	5243	5	207	0
2021-03-14	5238	11	207	0
2021-03-13	5227	26	207	3
2021-03-12	5201	35	204	3
2021-03-11	5166	31	201	3
2021-03-10	5135	34	198	0
2021-03-09	5101	26	198	2
2021-03-08	5075	16	196	1
2021-03-07	5059	5	195	0
2021-03-06	5054	12	195	0
2021-03-05	5042	14	195	1
2021-03-04	5028	19	194	1
2021-03-03	5009	11	193	0
2021-03-02	4998	30	193	0
2021-03-01	4968	2	193	0
2021-02-28	4966	2	193	0
2021-02-27	4964	34	193	1
2021-02-26	4930	18	192	1
2021-02-25	4912	25	191	0
2021-02-24	4887	22	191	0
2021-02-23	4865	30	191	0
2021-02-22	4835	2	191	0
2021-02-21	4833	2	191	0
2021-02-20	4831	12	191	0
2021-02-19	4819	24	191	0
2021-02-18	4795	18	191	1
2021-02-17	4777	35	190	2
2021-02-16	4742	18	188	0
2021-02-15	4724	2	188	0
2021-02-14	4722	6	188	0
2021-02-13	4716	16	188	1
2021-02-12	4700	24	187	0
2021-02-11	4676	20	187	1
2021-02-10	4656	22	186	1
2021-02-09	4634	30	185	2
2021-02-08	4604	2	183	0
2021-02-07	4602	5	183	0
2021-02-06	4597	16	183	2
2021-02-05	4581	12	181	1
2021-02-04	4569	13	180	0
2021-02-03	4556	22	180	1
2021-02-02	4534	37	179	1
2021-02-01	4497	1	178	0
2021-01-31	4496	12	178	1
2021-01-30	4484	24	177	0
2021-01-29	4460	21	177	1
2021-01-28	4439	33	176	0
2021-01-27	4406	44	176	1
2021-01-26	4362	36	175	1
2021-01-25	4326	7	174	2
2021-01-24	4319	6	172	0
2021-01-23	4313	50	172	1
2021-01-22	4263	31	171	0
2021-01-21	4232	8	171	1
2021-01-20	4224	65	170	0
2021-01-19	4159	63	170	4
2021-01-18	4096	32	166	2
2021-01-17	4064	9	164	0
2021-01-16	4055	23	164	0
2021-01-15	4032	41	164	3
2021-01-14	3991	69	161	1
2021-01-13	3922	51	160	9
2021-01-12	3871	101	151	5
2021-01-11	3770	46	146	5
2021-01-10	3724	10	141	1
2021-01-09	3714	64	140	2
2021-01-08	3650	60	138	2
2021-01-07	3590	62	136	3
2021-01-06	3528	150	133	5
2021-01-05	3378	132	128	3
2021-01-04	3246	76	125	7
2021-01-03	3170	16	118	1
2021-01-02	3154	23	117	3
2021-01-01	3131	31	114	2
2020-12-31	3100	68	112	7
2020-12-30	3032	66	105	2
2020-12-29	2966	105	103	1
2020-12-28	2861	89	102	7
2020-12-27	2772	43	95	0
2020-12-26	2729	37	95	1
2020-12-25	2692	56	94	7
2020-12-24	2636	77	87	6
2020-12-23	2559	96	81	3
2020-12-22	2463	137	78	11
2020-12-21	2326	67	67	0
2020-12-20	2259	21	67	2
2020-12-19	2238	73	65	3
2020-12-18	2165	121	62	7
2020-12-17	2044	108	55	2
2020-12-16	1936	104	53	7
2020-12-15	1832	86	46	4
2020-12-14	1746	57	42	3
2020-12-13	1689	10	39	1
2020-12-12	1679	55	38	3
2020-12-11	1624	94	35	3
2020-12-10	1530	128	32	3
2020-12-09	1402	79	29	2
2020-12-08	1323	63	27	1
2020-12-07	1260	54	26	5
2020-12-06	1206	16	21	0
2020-12-05	1190	48	21	1
2020-12-04	1142	40	20	0
2020-12-03	1102	58	20	3
2020-12-02	1044	47	17	1
2020-12-01	997	33	16	1
2020-11-30	964	21	15	0
2020-11-29	943	10	15	1
2020-11-28	933	16	14	1
2020-11-27	917	25	13	1
2020-11-26	892	20	12	0
2020-11-25	872	34	12	1
2020-11-24	838	31	11	1
2020-11-23	807	14	10	0
2020-11-22	793	18	10	0
2020-11-21	775	10	10	0
2020-11-20	765	21	10	0
2020-11-19	744	19	10	0
2020-11-18	725	27	10	0
2020-11-17	698	20	10	0
2020-11-16	678	11	10	0
2020-11-15	667	9	10	0
2020-11-14	658	21	10	0
2020-11-13	637	16	10	2
2020-11-12	621	29	8	0
2020-11-11	592	21	8	0
2020-11-10	571	27	8	0
2020-11-09	544	10	8	0
2020-11-08	534	5	8	0
2020-11-07	529	21	8	1
2020-11-06	508	13	7	0
2020-11-05	495	34	7	0
2020-11-04	461	30	7	0
2020-11-03	431	20	7	0
2020-11-02	411	21	7	0
2020-11-01	390	17	7	0
2020-10-31	373	20	7	0
2020-10-30	353	28	7	0
2020-10-29	325	29	7	0
2020-10-28	296	36	7	0
2020-10-27	260	23	7	0
2020-10-26	237	4	7	0
2020-10-25	233	3	7	0
2020-10-24	230	29	7	1
2020-10-23	201	12	6	1
2020-10-22	189	17	5	0
2020-10-21	172	2	5	0
2020-10-20	170	11	5	0
2020-10-19	159	3	5	1
2020-10-18	156	3	4	0
2020-10-17	153	3	4	1
2020-10-16	150	7	3	0
2020-10-15	143	2	3	0
2020-10-14	141	7	3	0
2020-10-13	134	8	3	0
2020-10-12	126	4	3	0
2020-10-11	122	1	3	0
2020-10-10	121	2	3	0
2020-10-09	119	2	3	0
2020-10-08	117	2	3	0
2020-10-06	115	4	3	0
2020-10-02	111	2	3	0
2020-09-28	109	1	3	0
2020-09-27	108	1	3	0
2020-09-24	107	1	3	0
2020-09-23	106	2	3	0
2020-09-19	104	1	3	0
2020-09-18	103	5	3	0
2020-09-17	98	1	3	0
2020-09-16	97	1	3	0
2020-09-08	96	1	3	0
2020-09-01	95	1	3	0
2020-08-28	94	1	3	0
2020-08-26	93	2	3	0
2020-08-21	91	1	3	0
2020-08-12	90	1	3	0
2020-08-06	89	3	3	0
2020-07-23	86	1	3	0
2020-07-21	85	2	3	0
2020-07-03	83	1	3	0
2020-06-26	82	1	3	0
2020-06-15	81	1	3	0
2020-06-11	80	1	3	0
2020-06-08	79	1	3	0
2020-05-26	78	1	3	0
2020-05-13	77	1	3	0
2020-05-07	76	1	3	0
2020-05-06	75	1	3	0
2020-04-21	74	1	3	0
2020-04-16	73	3	3	0
2020-04-12	70	1	3	0
2020-04-11	69	1	3	1
2020-04-10	68	1	2	0
2020-04-09	67	1	2	0
2020-04-07	66	3	2	0
2020-04-06	63	3	2	0
2020-04-04	60	7	2	0
2020-04-03	53	9	2	0
2020-04-02	44	5	2	0
2020-04-01	39	1	2	0
2020-03-31	38	3	2	1
2020-03-30	35	1	1	0
2020-03-29	34	2	1	0
2020-03-28	32	3	1	0
2020-03-27	29	6	1	1
2020-03-26	23	5	0	0
2020-03-25	18	1	0	0
2020-03-24	17	4	0	0
2020-03-22	13	3	0	0
2020-03-20	10	1	0	0
2020-03-18	9	1	0	0
2020-03-17	8	2	0	0
2020-03-12	6	2	0	0
2020-03-10	4	2	0	0
2020-03-09	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: 0:02:56.270488