Germany: SK Cottbus (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 12:20:55 CEST

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

overview(country="Germany", subregion="SK Cottbus", weeks=5);

overview(country="Germany", subregion="SK Cottbus");

compare_plot(country="Germany", subregion="SK Cottbus", dates="2020-03-15:");

# load the data
cases, deaths = germany_get_region(landkreis="SK Cottbus")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Cottbus")
print(f'Population of country="Germany", subregion="SK Cottbus": {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="SK Cottbus": 98359 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	50893	7	341	0
2023-03-03	50886	2	341	0
2023-03-02	50884	6	341	0
2023-03-01	50878	13	341	0
2023-02-28	50865	29	341	0
2023-02-27	50836	27	341	1
2023-02-24	50809	13	340	0
2023-02-23	50796	20	340	0
2023-02-22	50776	14	340	0
2023-02-21	50762	31	340	0
2023-02-20	50731	28	340	0
2023-02-17	50703	5	340	0
2023-02-16	50698	22	340	0
2023-02-15	50676	17	340	0
2023-02-14	50659	23	340	0
2023-02-13	50636	24	340	0
2023-02-10	50612	14	340	0
2023-02-09	50598	24	340	0
2023-02-08	50574	19	340	0
2023-02-07	50555	38	340	0
2023-02-06	50517	21	340	1
2023-02-03	50496	12	339	0
2023-02-02	50484	14	339	0
2023-02-01	50470	17	339	0
2023-01-31	50453	21	339	0
2023-01-30	50432	15	339	0
2023-01-27	50417	7	339	0
2023-01-26	50410	4	339	0
2023-01-25	50406	3	339	0
2023-01-24	50403	29	339	0
2023-01-23	50374	9	339	0
2023-01-20	50365	5	339	0
2023-01-19	50360	13	339	0
2023-01-18	50347	10	339	0
2023-01-17	50337	26	339	0
2023-01-16	50311	10	339	0
2023-01-13	50301	9	339	0
2023-01-12	50292	6	339	0
2023-01-11	50286	12	339	0
2023-01-10	50274	30	339	0
2023-01-09	50244	21	339	0
2023-01-06	50223	13	339	0
2023-01-05	50210	21	339	0
2023-01-04	50189	27	339	0
2023-01-03	50162	70	339	0
2023-01-02	50092	61	339	2
2022-12-31	50031	1	337	0
2022-12-30	50030	1	337	0
2022-12-29	50029	59	337	2
2022-12-28	49970	98	335	0
2022-12-27	49872	77	335	0
2022-12-23	49795	33	335	0
2022-12-22	49762	67	335	0
2022-12-21	49695	58	335	0
2022-12-20	49637	113	335	0
2022-12-19	49524	77	335	0
2022-12-16	49447	85	335	0
2022-12-15	49362	59	335	0
2022-12-14	49303	47	335	0
2022-12-13	49256	163	335	1
2022-12-12	49093	91	334	0
2022-12-11	49002	1	334	0
2022-12-10	49001	1	334	0
2022-12-09	49000	33	334	0
2022-12-08	48967	83	334	0
2022-12-07	48884	103	334	0
2022-12-06	48781	175	334	0
2022-12-05	48606	105	334	0
2022-12-02	48501	56	334	0
2022-12-01	48445	80	334	0
2022-11-30	48365	78	334	0
2022-11-29	48287	150	334	0
2022-11-28	48137	46	334	0
2022-11-26	48091	1	334	0
2022-11-25	48090	44	334	1
2022-11-24	48046	59	333	0
2022-11-23	47987	99	333	0
2022-11-22	47888	80	333	0
2022-11-21	47808	84	333	0
2022-11-18	47724	53	333	0
2022-11-17	47671	32	333	0
2022-11-16	47639	41	333	0
2022-11-15	47598	82	333	0
2022-11-14	47516	49	333	0
2022-11-11	47467	36	333	1
2022-11-10	47431	43	332	0
2022-11-09	47388	55	332	0
2022-11-08	47333	90	332	0
2022-11-07	47243	47	332	1
2022-11-04	47196	49	331	0
2022-11-03	47147	65	331	0
2022-11-02	47082	161	331	0
2022-11-01	46921	105	331	1
2022-10-31	46816	1	330	0
2022-10-28	46815	70	330	0
2022-10-27	46745	55	330	0
2022-10-26	46690	85	330	0
2022-10-25	46605	199	330	0
2022-10-24	46406	117	330	0
2022-10-22	46289	1	330	0
2022-10-21	46288	151	330	1
2022-10-20	46137	119	329	1
2022-10-19	46018	153	328	0
2022-10-18	45865	315	328	1
2022-10-17	45550	171	327	0
2022-10-15	45379	1	327	0
2022-10-14	45378	88	327	1
2022-10-13	45290	114	326	0
2022-10-12	45176	131	326	0
2022-10-11	45045	267	326	0
2022-10-10	44778	110	326	1
2022-10-09	44668	1	325	0
2022-10-07	44667	121	325	0
2022-10-06	44546	145	325	0
2022-10-05	44401	304	325	0
2022-10-04	44097	105	325	0
2022-09-30	43992	58	325	0
2022-09-29	43934	68	325	0
2022-09-28	43866	98	325	0
2022-09-27	43768	193	325	0
2022-09-26	43575	106	325	0
2022-09-23	43469	56	325	0
2022-09-22	43413	63	325	0
2022-09-21	43350	60	325	0
2022-09-20	43290	110	325	0
2022-09-19	43180	64	325	1
2022-09-16	43116	32	324	0
2022-09-15	43084	44	324	0
2022-09-14	43040	39	324	1
2022-09-13	43001	90	323	0
2022-09-12	42911	51	323	0
2022-09-09	42860	25	323	0
2022-09-08	42835	43	323	0
2022-09-07	42792	43	323	0
2022-09-06	42749	104	323	0
2022-09-05	42645	36	323	0
2022-09-02	42609	28	323	0
2022-09-01	42581	37	323	0
2022-08-31	42544	50	323	1
2022-08-30	42494	103	322	0
2022-08-29	42391	52	322	0
2022-08-28	42339	1	322	0
2022-08-26	42338	41	322	0
2022-08-25	42297	45	322	1
2022-08-24	42252	60	321	0
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2022-08-19	41958	70	321	0
2022-08-18	41888	61	321	0
2022-08-17	41827	93	321	0
2022-08-16	41734	165	321	0
2022-08-15	41569	165	321	1
2022-08-12	41404	3	320	0
2022-08-11	41401	67	320	0
2022-08-10	41334	96	320	0
2022-08-09	41238	201	320	0
2022-08-08	41037	88	320	0
2022-08-06	40949	1	320	0
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2022-08-04	40890	41	320	0
2022-08-03	40849	66	320	1
2022-08-02	40783	162	319	0
2022-08-01	40621	74	319	0
2022-07-29	40547	64	319	1
2022-07-28	40483	82	318	1
2022-07-27	40401	64	317	0
2022-07-26	40337	195	317	0
2022-07-25	40142	87	317	0
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2021-09-02	6183	15	207	0
2021-09-01	6168	9	207	0
2021-08-31	6159	10	207	0
2021-08-29	6149	1	207	0
2021-08-28	6148	5	207	0
2021-08-27	6143	12	207	0
2021-08-26	6131	11	207	0
2021-08-25	6120	1	207	0
2021-08-24	6119	15	207	1
2021-08-21	6104	8	206	0
2021-08-20	6096	5	206	0
2021-08-19	6091	6	206	0
2021-08-18	6085	13	206	0
2021-08-17	6072	13	206	0
2021-08-15	6059	4	206	0
2021-08-14	6055	18	206	0
2021-08-13	6037	1	206	0
2021-08-12	6036	14	206	0
2021-08-11	6022	5	206	0
2021-08-10	6017	16	206	0
2021-08-04	6001	6	206	0
2021-08-03	5995	2	206	0
2021-08-02	5993	3	206	0
2021-07-31	5990	2	206	0
2021-07-30	5988	5	206	0
2021-07-28	5983	2	206	0
2021-07-27	5981	5	206	0
2021-07-26	5976	2	206	0
2021-07-24	5974	1	206	0
2021-07-23	5973	2	206	0
2021-07-21	5971	1	206	0
2021-07-20	5970	2	206	0
2021-07-19	5968	2	206	0
2021-07-18	5966	1	206	0
2021-07-17	5965	5	206	0
2021-07-16	5960	3	206	0
2021-07-15	5957	1	206	0
2021-07-14	5956	3	206	0
2021-07-10	5953	4	206	0
2021-07-08	5949	2	206	0
2021-07-07	5947	1	206	0
2021-07-06	5946	1	206	0
2021-07-03	5945	1	206	0
2021-07-02	5944	1	206	0
2021-07-01	5943	1	206	0
2021-06-30	5942	1	206	0
2021-06-29	5941	2	206	0
2021-06-22	5939	1	206	0
2021-06-18	5938	1	206	0
2021-06-16	5937	4	206	0
2021-06-15	5933	2	206	0
2021-06-12	5931	6	206	0
2021-06-11	5925	1	206	0
2021-06-10	5924	2	206	0
2021-06-09	5922	3	206	0
2021-06-08	5919	1	206	0
2021-06-07	5918	1	206	0
2021-06-06	5917	2	206	0
2021-06-05	5915	1	206	0
2021-06-04	5914	2	206	0
2021-06-03	5912	1	206	0
2021-06-02	5911	1	206	0
2021-06-01	5910	2	206	0
2021-05-31	5908	1	206	0
2021-05-30	5907	1	206	0
2021-05-29	5906	3	206	1
2021-05-28	5903	3	205	0
2021-05-27	5900	5	205	0
2021-05-26	5895	6	205	0
2021-05-24	5889	5	205	0
2021-05-23	5884	3	205	0
2021-05-22	5881	10	205	0
2021-05-21	5871	7	205	0
2021-05-20	5864	6	205	0
2021-05-19	5858	10	205	0
2021-05-18	5848	5	205	0
2021-05-17	5843	8	205	0
2021-05-16	5835	10	205	0
2021-05-15	5825	9	205	0
2021-05-14	5816	4	205	0
2021-05-13	5812	16	205	0
2021-05-12	5796	16	205	0
2021-05-11	5780	16	205	0
2021-05-10	5764	7	205	0
2021-05-09	5757	4	205	0
2021-05-08	5753	13	205	1
2021-05-07	5740	32	204	0
2021-05-06	5708	11	204	0
2021-05-05	5697	30	204	0
2021-05-04	5667	15	204	0
2021-05-03	5652	4	204	1
2021-05-02	5648	18	203	0
2021-05-01	5630	31	203	2
2021-04-30	5599	21	201	0
2021-04-29	5578	20	201	0
2021-04-28	5558	30	201	1
2021-04-27	5528	33	200	0
2021-04-26	5495	17	200	0
2021-04-25	5478	10	200	0
2021-04-24	5468	22	200	1
2021-04-23	5446	30	199	1
2021-04-22	5416	44	198	0
2021-04-21	5372	24	198	1
2021-04-20	5348	34	197	0
2021-04-19	5314	13	197	0
2021-04-18	5301	22	197	0
2021-04-17	5279	27	197	0
2021-04-16	5252	31	197	0
2021-04-15	5221	48	197	0
2021-04-14	5173	28	197	3
2021-04-13	5145	25	194	0
2021-04-12	5120	10	194	0
2021-04-11	5110	23	194	0
2021-04-10	5087	28	194	0
2021-04-09	5059	35	194	0
2021-04-08	5024	50	194	1
2021-04-07	4974	18	193	1
2021-04-06	4956	11	192	0
2021-04-05	4945	24	192	0
2021-04-04	4921	16	192	1
2021-04-03	4905	19	191	1
2021-04-02	4886	29	190	1
2021-04-01	4857	22	189	0
2021-03-31	4835	24	189	1
2021-03-30	4811	9	188	0
2021-03-29	4802	8	188	0
2021-03-28	4794	32	188	1
2021-03-27	4762	20	187	0
2021-03-26	4742	23	187	0
2021-03-25	4719	21	187	0
2021-03-24	4698	32	187	0
2021-03-23	4666	18	187	0
2021-03-22	4648	3	187	0
2021-03-21	4645	19	187	0
2021-03-20	4626	25	187	0
2021-03-19	4601	42	187	1
2021-03-18	4559	29	186	0
2021-03-17	4530	26	186	0
2021-03-16	4504	23	186	0
2021-03-15	4481	4	186	0
2021-03-14	4477	13	186	0
2021-03-13	4464	26	186	0
2021-03-12	4438	7	186	0
2021-03-11	4431	16	186	0
2021-03-10	4415	17	186	0
2021-03-09	4398	10	186	0
2021-03-08	4388	8	186	0
2021-03-07	4380	9	186	0
2021-03-06	4371	16	186	0
2021-03-05	4355	3	186	0
2021-03-04	4352	7	186	0
2021-03-03	4345	13	186	0
2021-03-02	4332	14	186	0
2021-03-01	4318	7	186	1
2021-02-28	4311	2	185	0
2021-02-27	4309	19	185	1
2021-02-26	4290	6	184	0
2021-02-25	4284	29	184	1
2021-02-24	4255	18	183	0
2021-02-23	4237	13	183	0
2021-02-22	4224	5	183	0
2021-02-21	4219	8	183	0
2021-02-20	4211	14	183	0
2021-02-19	4197	15	183	2
2021-02-18	4182	11	181	0
2021-02-17	4171	16	181	0
2021-02-16	4155	9	181	0
2021-02-15	4146	7	181	0
2021-02-14	4139	15	181	0
2021-02-13	4124	19	181	0
2021-02-12	4105	15	181	0
2021-02-11	4090	12	181	0
2021-02-10	4078	28	181	0
2021-02-09	4050	8	181	1
2021-02-08	4042	5	180	0
2021-02-07	4037	12	180	0
2021-02-06	4025	14	180	0
2021-02-05	4011	20	180	1
2021-02-04	3991	17	179	0
2021-02-03	3974	15	179	0
2021-02-02	3959	18	179	2
2021-02-01	3941	16	177	0
2021-01-31	3925	17	177	1
2021-01-30	3908	18	176	0
2021-01-29	3890	28	176	0
2021-01-28	3862	32	176	3
2021-01-27	3830	49	173	0
2021-01-26	3781	31	173	1
2021-01-25	3750	9	172	0
2021-01-24	3741	21	172	0
2021-01-23	3720	26	172	2
2021-01-22	3694	34	170	1
2021-01-21	3660	46	169	1
2021-01-20	3614	50	168	1
2021-01-19	3564	48	167	1
2021-01-18	3516	27	166	1
2021-01-17	3489	54	165	1
2021-01-16	3435	91	164	7
2021-01-15	3344	49	157	3
2021-01-14	3295	32	154	1
2021-01-13	3263	90	153	3
2021-01-12	3173	101	150	4
2021-01-11	3072	56	146	5
2021-01-10	3016	58	141	8
2021-01-09	2958	83	133	1
2021-01-08	2875	105	132	4
2021-01-07	2770	159	128	5
2021-01-06	2611	65	123	3
2021-01-05	2546	80	120	7
2021-01-04	2466	62	113	0
2021-01-02	2404	31	113	1
2021-01-01	2373	28	112	1
2020-12-30	2345	112	111	6
2020-12-29	2233	84	105	3
2020-12-28	2149	111	102	6
2020-12-27	2038	64	96	5
2020-12-26	1974	72	91	4
2020-12-25	1902	54	87	0
2020-12-24	1848	97	87	9
2020-12-23	1751	95	78	4
2020-12-22	1656	86	74	2
2020-12-21	1570	76	72	4
2020-12-20	1494	36	68	0
2020-12-19	1458	75	68	0
2020-12-18	1383	74	68	2
2020-12-17	1309	68	66	0
2020-12-16	1241	42	66	0
2020-12-15	1199	60	66	2
2020-12-11	1139	4	64	1
2020-12-10	1135	3	63	0
2020-12-09	1132	61	63	5
2020-12-08	1071	21	58	3
2020-12-07	1050	40	55	2
2020-12-04	1010	42	53	1
2020-12-03	968	42	52	4
2020-12-02	926	42	48	3
2020-12-01	884	63	45	5
2020-11-30	821	44	40	6
2020-11-27	777	35	34	0
2020-11-26	742	26	34	2
2020-11-24	716	28	32	9
2020-11-23	688	26	23	0
2020-11-21	662	20	23	0
2020-11-19	642	37	23	0
2020-11-18	605	89	23	8
2020-11-17	516	35	15	0
2020-11-16	481	4	15	0
2020-11-14	477	63	15	3
2020-11-13	414	14	12	0
2020-11-10	400	15	12	0
2020-11-07	385	1	12	0
2020-11-05	384	37	12	0
2020-11-02	347	9	12	0
2020-10-31	338	55	12	2
2020-10-27	283	63	10	2
2020-10-25	220	1	8	0
2020-10-24	219	7	8	0
2020-10-23	212	3	8	0
2020-10-22	209	21	8	1
2020-10-21	188	10	7	0
2020-10-20	178	22	7	1
2020-10-19	156	27	6	0
2020-10-16	129	14	6	1
2020-10-15	115	7	5	0
2020-10-14	108	12	5	3
2020-10-13	96	4	2	2
2020-10-12	92	10	0	0
2020-10-09	82	8	0	0
2020-10-08	74	6	0	0
2020-10-07	68	1	0	0
2020-10-06	67	10	0	0
2020-10-03	57	2	0	0
2020-10-02	55	1	0	0
2020-10-01	54	2	0	0
2020-09-29	52	2	0	0
2020-09-24	50	1	0	0
2020-09-23	49	1	0	0
2020-09-15	48	1	0	0
2020-09-12	47	1	0	0
2020-09-11	46	1	0	0
2020-08-17	45	1	0	0
2020-08-14	44	1	0	0
2020-07-22	43	4	0	0
2020-04-13	39	4	0	0
2020-04-09	35	1	0	0
2020-04-02	34	2	0	0
2020-04-01	32	1	0	0
2020-03-29	31	2	0	0
2020-03-26	29	1	0	0
2020-03-24	28	1	0	0
2020-03-23	27	3	0	0
2020-03-22	24	4	0	0
2020-03-19	20	3	0	0
2020-03-17	17	1	0	0
2020-03-16	16	3	0	0
2020-03-14	13	1	0	0
2020-03-13	12	4	0	0
2020-03-12	8	5	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: 0:03:04.985836