Germany: LK Dahme-Spreewald (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 12:13:05 CEST

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

overview(country="Germany", subregion="LK Dahme-Spreewald", weeks=5);

overview(country="Germany", subregion="LK Dahme-Spreewald");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Dahme-Spreewald")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Dahme-Spreewald")
print(f'Population of country="Germany", subregion="LK Dahme-Spreewald": {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 Dahme-Spreewald": 175834 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	80109	11	444	0
2023-03-03	80098	5	444	0
2023-03-02	80093	9	444	0
2023-03-01	80084	37	444	0
2023-02-28	80047	37	444	0
2023-02-27	80010	49	444	0
2023-02-24	79961	21	444	0
2023-02-23	79940	74	444	0
2023-02-21	79866	28	444	0
2023-02-20	79838	32	444	0
2023-02-17	79806	12	444	0
2023-02-16	79794	28	444	0
2023-02-15	79766	24	444	0
2023-02-14	79742	44	444	0
2023-02-13	79698	34	444	0
2023-02-10	79664	21	444	0
2023-02-09	79643	29	444	0
2023-02-08	79614	24	444	0
2023-02-07	79590	47	444	0
2023-02-06	79543	44	444	0
2023-02-03	79499	14	444	0
2023-02-02	79485	21	444	0
2023-02-01	79464	27	444	1
2023-01-31	79437	37	443	0
2023-01-30	79400	39	443	1
2023-01-27	79361	13	442	0
2023-01-26	79348	30	442	0
2023-01-25	79318	30	442	0
2023-01-24	79288	28	442	0
2023-01-23	79260	30	442	0
2023-01-20	79230	9	442	0
2023-01-19	79221	30	442	0
2023-01-18	79191	13	442	0
2023-01-17	79178	25	442	0
2023-01-16	79153	34	442	1
2023-01-13	79119	19	441	0
2023-01-12	79100	22	441	0
2023-01-11	79078	44	441	1
2023-01-10	79034	32	440	0
2023-01-09	79002	79	440	0
2023-01-07	78923	1	440	0
2023-01-06	78922	40	440	1
2023-01-05	78882	42	439	0
2023-01-04	78840	73	439	0
2023-01-03	78767	76	439	0
2023-01-02	78691	63	439	0
2022-12-30	78628	66	439	0
2022-12-29	78562	87	439	0
2022-12-28	78475	114	439	0
2022-12-27	78361	163	439	0
2022-12-23	78198	143	439	1
2022-12-22	78055	211	438	0
2022-12-21	77844	77	438	0
2022-12-20	77767	130	438	0
2022-12-19	77637	198	438	0
2022-12-16	77439	109	438	2
2022-12-15	77330	83	436	0
2022-12-14	77247	94	436	0
2022-12-13	77153	148	436	0
2022-12-12	77005	107	436	1
2022-12-09	76898	119	435	1
2022-12-08	76779	110	434	0
2022-12-07	76669	103	434	0
2022-12-06	76566	146	434	1
2022-12-05	76420	188	433	0
2022-12-02	76232	98	433	0
2022-12-01	76134	97	433	0
2022-11-30	76037	140	433	0
2022-11-29	75897	118	433	0
2022-11-28	75779	156	433	0
2022-11-25	75623	55	433	0
2022-11-24	75568	88	433	0
2022-11-23	75480	102	433	0
2022-11-22	75378	79	433	0
2022-11-21	75299	114	433	0
2022-11-18	75185	57	433	0
2022-11-17	75128	70	433	0
2022-11-16	75058	111	433	0
2022-11-15	74947	91	433	0
2022-11-14	74856	128	433	0
2022-11-11	74728	69	433	0
2022-11-10	74659	190	433	0
2022-11-09	74469	197	433	0
2022-11-08	74272	131	433	0
2022-11-07	74141	224	433	0
2022-11-04	73917	233	433	0
2022-11-03	73684	186	433	0
2022-11-02	73498	183	433	0
2022-11-01	73315	164	433	0
2022-10-28	73151	205	433	2
2022-10-27	72946	213	431	0
2022-10-26	72733	225	431	2
2022-10-25	72508	187	429	0
2022-10-24	72321	325	429	2
2022-10-21	71996	121	427	0
2022-10-20	71875	225	427	0
2022-10-19	71650	252	427	1
2022-10-18	71398	210	426	0
2022-10-17	71188	428	426	0
2022-10-15	70760	1	426	0
2022-10-14	70759	256	426	0
2022-10-13	70503	167	426	0
2022-10-12	70336	154	426	2
2022-10-11	70182	250	424	0
2022-10-10	69932	190	424	0
2022-10-07	69742	325	424	0
2022-10-06	69417	288	424	0
2022-10-05	69129	285	424	0
2022-10-04	68844	152	424	1
2022-09-30	68692	242	423	1
2022-09-29	68450	196	422	0
2022-09-28	68254	257	422	0
2022-09-27	67997	148	422	0
2022-09-26	67849	192	422	0
2022-09-23	67657	124	422	0
2022-09-22	67533	133	422	0
2022-09-21	67400	119	422	0
2022-09-20	67281	125	422	0
2022-09-19	67156	174	422	0
2022-09-16	66982	119	422	0
2022-09-15	66863	148	422	0
2022-09-14	66715	118	422	0
2022-09-13	66597	89	422	2
2022-09-12	66508	182	420	0
2022-09-09	66326	91	420	0
2022-09-08	66235	100	420	0
2022-09-07	66135	120	420	0
2022-09-06	66015	122	420	0
2022-09-05	65893	150	420	0
2022-09-02	65743	79	420	0
2022-09-01	65664	72	420	0
2022-08-31	65592	97	420	0
2022-08-30	65495	181	420	0
2022-08-29	65314	73	420	0
2022-08-26	65241	67	420	0
2022-08-25	65174	97	420	0
2022-08-24	65077	288	420	1
2022-08-23	64789	89	419	0
2022-08-22	64700	117	419	1
2022-08-19	64583	62	418	1
2022-08-18	64521	61	417	0
2022-08-17	64460	115	417	0
2022-08-16	64345	104	417	0
2022-08-15	64241	221	417	1
2022-08-13	64020	1	416	0
2022-08-12	64019	123	416	0
2022-08-11	63896	79	416	0
2022-08-10	63817	139	416	1
2022-08-09	63678	145	415	1
2022-08-08	63533	181	414	0
2022-08-05	63352	72	414	0
2022-08-04	63280	126	414	0
2022-08-03	63154	138	414	2
2022-08-02	63016	149	412	0
2022-08-01	62867	239	412	1
2022-07-29	62628	115	411	0
2022-07-28	62513	131	411	0
2022-07-27	62382	214	411	0
2022-07-26	62168	169	411	1
2022-07-25	61999	343	410	0
2022-07-22	61656	154	410	2
2022-07-21	61502	178	408	0
2022-07-20	61324	182	408	0
2022-07-19	61142	233	408	0
2022-07-18	60909	314	408	0
2022-07-15	60595	115	408	0
2022-07-14	60480	204	408	1
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2022-07-12	60017	233	407	0
2022-07-11	59784	300	407	1
2022-07-08	59484	142	406	0
2022-07-07	59342	270	406	0
2022-07-06	59072	265	406	2
2022-07-05	58807	176	404	0
2022-07-04	58631	335	404	0
2022-07-01	58296	79	404	0
2022-06-30	58217	166	404	0
2022-06-29	58051	185	404	0
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2022-06-27	57663	283	404	0
2022-06-24	57380	87	404	0
2022-06-23	57293	142	404	0
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2021-08-24	7255	8	255	0
2021-08-23	7247	7	255	1
2021-08-22	7240	7	254	0
2021-08-21	7233	6	254	0
2021-08-20	7227	9	254	0
2021-08-19	7218	3	254	0
2021-08-18	7215	5	254	0
2021-08-17	7210	14	254	0
2021-08-16	7196	2	254	0
2021-08-15	7194	2	254	0
2021-08-13	7192	3	254	0
2021-08-12	7189	4	254	0
2021-08-11	7185	11	254	0
2021-08-10	7174	8	254	0
2021-08-08	7166	2	254	0
2021-08-07	7164	7	254	0
2021-08-06	7157	3	254	0
2021-08-05	7154	6	254	0
2021-08-04	7148	6	254	0
2021-08-03	7142	6	254	0
2021-08-02	7136	2	254	0
2021-07-31	7134	4	254	0
2021-07-30	7130	2	254	0
2021-07-29	7128	3	254	0
2021-07-28	7125	3	254	0
2021-07-27	7122	3	254	0
2021-07-25	7119	2	254	0
2021-07-24	7117	3	254	0
2021-07-21	7114	5	254	0
2021-07-15	7109	4	254	0
2021-07-14	7105	1	254	0
2021-07-12	7104	3	254	0
2021-07-10	7101	1	254	0
2021-07-08	7100	1	254	0
2021-07-07	7099	1	254	0
2021-07-06	7098	1	254	0
2021-07-05	7097	2	254	0
2021-07-01	7095	2	254	0
2021-06-26	7093	1	254	0
2021-06-25	7092	1	254	0
2021-06-23	7091	2	254	0
2021-06-21	7089	1	254	0
2021-06-16	7088	1	254	0
2021-06-15	7087	3	254	0
2021-06-12	7084	2	254	0
2021-06-11	7082	3	254	0
2021-06-09	7079	1	254	0
2021-06-08	7078	1	254	0
2021-06-07	7077	5	254	0
2021-06-06	7072	2	254	0
2021-06-04	7070	4	254	0
2021-06-03	7066	8	254	0
2021-06-02	7058	4	254	0
2021-06-01	7054	4	254	0
2021-05-31	7050	2	254	0
2021-05-30	7048	2	254	0
2021-05-29	7046	6	254	0
2021-05-28	7040	2	254	0
2021-05-27	7038	10	254	0
2021-05-26	7028	4	254	0
2021-05-25	7024	4	254	1
2021-05-23	7020	4	253	0
2021-05-22	7016	14	253	0
2021-05-21	7002	1	253	0
2021-05-20	7001	16	253	0
2021-05-19	6985	16	253	0
2021-05-18	6969	14	253	0
2021-05-17	6955	2	253	0
2021-05-16	6953	5	253	0
2021-05-15	6948	4	253	0
2021-05-14	6944	12	253	0
2021-05-13	6932	6	253	0
2021-05-12	6926	31	253	1
2021-05-11	6895	12	252	0
2021-05-10	6883	4	252	0
2021-05-09	6879	20	252	0
2021-05-08	6859	3	252	0
2021-05-07	6856	14	252	0
2021-05-06	6842	24	252	0
2021-05-05	6818	38	252	0
2021-05-04	6780	29	252	0
2021-05-03	6751	8	252	0
2021-05-02	6743	12	252	0
2021-05-01	6731	5	252	0
2021-04-30	6726	23	252	1
2021-04-29	6703	23	251	0
2021-04-28	6680	50	251	2
2021-04-27	6630	38	249	0
2021-04-26	6592	16	249	0
2021-04-25	6576	9	249	0
2021-04-24	6567	13	249	0
2021-04-23	6554	46	249	1
2021-04-22	6508	28	248	0
2021-04-21	6480	73	248	3
2021-04-20	6407	22	245	0
2021-04-19	6385	41	245	1
2021-04-18	6344	2	244	1
2021-04-17	6342	31	243	1
2021-04-16	6311	46	242	0
2021-04-15	6265	40	242	0
2021-04-14	6225	58	242	0
2021-04-13	6167	62	242	0
2021-04-12	6105	14	242	0
2021-04-11	6091	3	242	0
2021-04-10	6088	17	242	1
2021-04-09	6071	22	241	0
2021-04-08	6049	50	241	0
2021-04-07	5999	60	241	1
2021-04-06	5939	8	240	0
2021-04-04	5931	2	240	0
2021-04-03	5929	6	240	1
2021-04-02	5923	26	239	0
2021-04-01	5897	40	239	0
2021-03-31	5857	61	239	1
2021-03-30	5796	47	238	1
2021-03-29	5749	23	237	1
2021-03-28	5726	14	236	0
2021-03-27	5712	18	236	2
2021-03-26	5694	29	234	0
2021-03-25	5665	28	234	1
2021-03-24	5637	41	233	1
2021-03-23	5596	38	232	1
2021-03-22	5558	23	231	0
2021-03-21	5535	5	231	0
2021-03-20	5530	17	231	0
2021-03-19	5513	24	231	1
2021-03-18	5489	33	230	3
2021-03-17	5456	27	227	1
2021-03-16	5429	30	226	0
2021-03-15	5399	14	226	0
2021-03-14	5385	6	226	0
2021-03-13	5379	12	226	0
2021-03-12	5367	17	226	0
2021-03-11	5350	15	226	0
2021-03-10	5335	38	226	0
2021-03-09	5297	20	226	2
2021-03-08	5277	10	224	1
2021-03-07	5267	5	223	0
2021-03-06	5262	14	223	0
2021-03-05	5248	7	223	1
2021-03-04	5241	26	222	0
2021-03-03	5215	22	222	1
2021-03-02	5193	25	221	0
2021-03-01	5168	5	221	0
2021-02-28	5163	3	221	2
2021-02-27	5160	13	219	0
2021-02-26	5147	24	219	1
2021-02-25	5123	15	218	0
2021-02-24	5108	22	218	1
2021-02-23	5086	33	217	1
2021-02-22	5053	7	216	0
2021-02-21	5046	6	216	0
2021-02-20	5040	15	216	0
2021-02-19	5025	20	216	0
2021-02-18	5005	12	216	1
2021-02-17	4993	22	215	1
2021-02-16	4971	18	214	0
2021-02-15	4953	6	214	0
2021-02-14	4947	9	214	0
2021-02-13	4938	19	214	2
2021-02-12	4919	15	212	0
2021-02-11	4904	16	212	0
2021-02-10	4888	28	212	2
2021-02-09	4860	32	210	1
2021-02-08	4828	12	209	2
2021-02-07	4816	22	207	1
2021-02-06	4794	12	206	0
2021-02-05	4782	26	206	2
2021-02-04	4756	27	204	2
2021-02-03	4729	26	202	1
2021-02-02	4703	55	201	2
2021-02-01	4648	23	199	1
2021-01-31	4625	2	198	0
2021-01-30	4623	29	198	2
2021-01-29	4594	20	196	0
2021-01-28	4574	49	196	2
2021-01-27	4525	48	194	2
2021-01-26	4477	39	192	1
2021-01-25	4438	20	191	1
2021-01-24	4418	38	190	0
2021-01-23	4380	44	190	0
2021-01-22	4336	36	190	2
2021-01-21	4300	42	188	0
2021-01-20	4258	76	188	4
2021-01-19	4182	71	184	9
2021-01-18	4111	53	175	8
2021-01-17	4058	11	167	0
2021-01-16	4047	20	167	2
2021-01-15	4027	66	165	3
2021-01-14	3961	57	162	0
2021-01-13	3904	98	162	4
2021-01-12	3806	71	158	5
2021-01-11	3735	53	153	4
2021-01-10	3682	22	149	1
2021-01-09	3660	58	148	4
2021-01-08	3602	113	144	7
2021-01-07	3489	110	137	3
2021-01-06	3379	111	134	11
2021-01-05	3268	78	123	2
2021-01-04	3190	57	121	5
2021-01-03	3133	19	116	2
2021-01-02	3114	16	114	0
2021-01-01	3098	37	114	4
2020-12-31	3061	112	110	3
2020-12-30	2949	182	107	8
2020-12-29	2767	206	99	10
2020-12-28	2561	117	89	7
2020-12-27	2444	14	82	2
2020-12-26	2430	27	80	0
2020-12-25	2403	56	80	3
2020-12-24	2347	41	77	2
2020-12-23	2306	57	75	8
2020-12-22	2249	43	67	4
2020-12-21	2206	36	63	1
2020-12-20	2170	26	62	2
2020-12-19	2144	23	60	1
2020-12-18	2121	109	59	6
2020-12-17	2012	90	53	1
2020-12-16	1922	80	52	12
2020-12-15	1842	113	40	8
2020-12-14	1729	37	32	1
2020-12-13	1692	3	31	1
2020-12-12	1689	10	30	0
2020-12-11	1679	35	30	1
2020-12-10	1644	66	29	0
2020-12-09	1578	70	29	4
2020-12-08	1508	45	25	1
2020-12-07	1463	39	24	0
2020-12-05	1424	6	24	0
2020-12-04	1418	24	24	0
2020-12-03	1394	42	24	1
2020-12-02	1352	25	23	2
2020-12-01	1327	94	21	2
2020-11-30	1233	16	19	0
2020-11-29	1217	3	19	0
2020-11-28	1214	5	19	0
2020-11-27	1209	4	19	0
2020-11-26	1205	34	19	1
2020-11-25	1171	26	18	0
2020-11-24	1145	32	18	0
2020-11-23	1113	44	18	1
2020-11-21	1069	3	17	0
2020-11-20	1066	48	17	0
2020-11-19	1018	28	17	0
2020-11-18	990	25	17	0
2020-11-17	965	55	17	2
2020-11-16	910	55	15	1
2020-11-14	855	1	14	0
2020-11-13	854	21	14	0
2020-11-12	833	35	14	0
2020-11-11	798	27	14	0
2020-11-10	771	12	14	0
2020-11-09	759	23	14	0
2020-11-08	736	2	14	0
2020-11-07	734	3	14	0
2020-11-06	731	11	14	0
2020-11-05	720	15	14	0
2020-11-04	705	20	14	0
2020-11-03	685	38	14	1
2020-11-02	647	35	13	2
2020-11-01	612	5	11	0
2020-10-31	607	12	11	0
2020-10-30	595	8	11	0
2020-10-29	587	36	11	0
2020-10-28	551	18	11	0
2020-10-27	533	21	11	1
2020-10-26	512	9	10	0
2020-10-24	503	4	10	0
2020-10-23	499	17	10	1
2020-10-22	482	22	9	0
2020-10-21	460	16	9	0
2020-10-20	444	6	9	0
2020-10-19	438	8	9	0
2020-10-17	430	7	9	0
2020-10-16	423	6	9	0
2020-10-15	417	9	9	0
2020-10-14	408	5	9	0
2020-10-13	403	13	9	0
2020-10-12	390	15	9	0
2020-10-11	375	1	9	0
2020-10-10	374	6	9	0
2020-10-09	368	8	9	0
2020-10-08	360	8	9	0
2020-10-07	352	2	9	0
2020-10-06	350	4	9	0
2020-10-05	346	2	9	0
2020-10-04	344	1	9	0
2020-10-03	343	2	9	0
2020-10-02	341	4	9	0
2020-10-01	337	2	9	0
2020-09-30	335	6	9	0
2020-09-29	329	3	9	0
2020-09-28	326	3	9	0
2020-09-25	323	1	9	0
2020-09-24	322	5	9	0
2020-09-23	317	3	9	0
2020-09-22	314	1	9	0
2020-09-21	313	3	9	0
2020-09-16	310	2	9	0
2020-09-13	308	1	9	0
2020-09-10	307	1	9	0
2020-09-09	306	2	9	0
2020-09-08	304	2	9	0
2020-09-07	302	2	9	0
2020-09-04	300	1	9	0
2020-09-03	299	2	9	0
2020-09-02	297	2	9	0
2020-08-27	295	3	9	0
2020-08-25	292	7	9	0
2020-08-21	285	3	9	0
2020-08-18	282	1	9	0
2020-08-17	281	1	9	0
2020-08-12	280	1	9	0
2020-08-10	279	2	9	0
2020-08-04	277	3	9	0
2020-07-26	274	1	9	0
2020-07-25	273	1	9	0
2020-07-23	272	2	9	0
2020-07-21	270	1	9	0
2020-07-15	269	1	9	0
2020-07-12	268	1	9	0
2020-07-04	267	1	9	0
2020-07-03	266	5	9	0
2020-07-02	261	1	9	0
2020-07-01	260	2	9	0
2020-06-29	258	2	9	0
2020-06-28	256	1	9	0
2020-06-25	255	1	9	0
2020-06-24	254	1	9	0
2020-06-22	253	1	9	0
2020-06-16	252	1	9	0
2020-06-15	251	1	9	0
2020-06-04	250	1	9	0
2020-06-03	249	1	9	0
2020-05-31	248	1	9	0
2020-05-30	247	2	9	0
2020-05-29	245	2	9	0
2020-05-27	243	1	9	0
2020-05-25	242	2	9	0
2020-05-23	240	1	9	0
2020-05-21	239	1	9	0
2020-05-18	238	2	9	0
2020-05-11	236	2	9	0
2020-05-07	234	1	9	0
2020-05-06	233	1	9	0
2020-05-05	232	24	9	0
2020-05-01	208	6	9	0
2020-04-30	202	3	9	1
2020-04-29	199	2	8	0
2020-04-28	197	17	8	1
2020-04-27	180	2	7	0
2020-04-26	178	4	7	0
2020-04-25	174	4	7	0
2020-04-24	170	6	7	0
2020-04-23	164	2	7	0
2020-04-22	162	1	7	0
2020-04-21	161	2	7	1
2020-04-19	159	2	6	0
2020-04-18	157	1	6	0
2020-04-17	156	3	6	0
2020-04-16	153	5	6	0
2020-04-15	148	1	6	0
2020-04-14	147	4	6	0
2020-04-13	143	1	6	0
2020-04-11	142	2	6	0
2020-04-10	140	1	6	0
2020-04-09	139	4	6	0
2020-04-08	135	8	6	0
2020-04-07	127	4	6	0
2020-04-06	123	4	6	1
2020-04-05	119	3	5	0
2020-04-04	116	1	5	1
2020-04-03	115	5	4	0
2020-04-02	110	8	4	0
2020-04-01	102	6	4	0
2020-03-31	96	20	4	2
2020-03-30	76	6	2	1
2020-03-29	70	7	1	0
2020-03-28	63	5	1	0
2020-03-27	58	10	1	1
2020-03-26	48	4	0	0
2020-03-25	44	11	0	0
2020-03-24	33	3	0	0
2020-03-23	30	4	0	0
2020-03-21	26	2	0	0
2020-03-20	24	6	0	0
2020-03-19	18	4	0	0
2020-03-17	14	5	0	0
2020-03-16	9	4	0	0
2020-03-15	5	2	0	0
2020-03-14	3	2	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: 0:03:36.742957