Germany: SK Dessau-Roßlau (Sachsen-Anhalt)

• 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 15:46:12 CEST

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

overview(country="Germany", subregion="SK Dessau-Roßlau", weeks=5);

overview(country="Germany", subregion="SK Dessau-Roßlau");

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

# load the data
cases, deaths = germany_get_region(landkreis="SK Dessau-Roßlau")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Dessau-Roßlau")
print(f'Population of country="Germany", subregion="SK Dessau-Roßlau": {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 Dessau-Roßlau": 78731 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-03	34351	3	234	0
2023-03-02	34348	3	234	0
2023-03-01	34345	15	234	0
2023-02-28	34330	17	234	0
2023-02-27	34313	15	234	0
2023-02-24	34298	10	234	0
2023-02-23	34288	15	234	0
2023-02-22	34273	9	234	0
2023-02-21	34264	22	234	0
2023-02-20	34242	27	234	1
2023-02-17	34215	9	233	0
2023-02-16	34206	12	233	0
2023-02-15	34194	16	233	0
2023-02-14	34178	20	233	0
2023-02-13	34158	2	233	0
2023-02-10	34156	2	233	0
2023-02-09	34154	10	233	0
2023-02-08	34144	8	233	0
2023-02-07	34136	9	233	0
2023-02-06	34127	13	233	0
2023-02-03	34114	10	233	0
2023-02-02	34104	6	233	0
2023-02-01	34098	7	233	0
2023-01-31	34091	14	233	0
2023-01-30	34077	11	233	0
2023-01-27	34066	3	233	0
2023-01-26	34063	3	233	0
2023-01-25	34060	9	233	0
2023-01-24	34051	25	233	0
2023-01-23	34026	9	233	0
2023-01-20	34017	5	233	0
2023-01-19	34012	10	233	0
2023-01-18	34002	2	233	0
2023-01-17	34000	8	233	0
2023-01-16	33992	11	233	0
2023-01-13	33981	5	233	0
2023-01-12	33976	7	233	0
2023-01-11	33969	19	233	0
2023-01-10	33950	23	233	0
2023-01-09	33927	33	233	0
2023-01-05	33894	13	233	0
2023-01-04	33881	26	233	0
2023-01-03	33855	42	233	1
2023-01-02	33813	34	232	0
2022-12-30	33779	27	232	0
2022-12-29	33752	64	232	0
2022-12-28	33688	37	232	1
2022-12-27	33651	67	231	1
2022-12-23	33584	40	230	0
2022-12-22	33544	46	230	0
2022-12-21	33498	58	230	2
2022-12-20	33440	101	228	3
2022-12-19	33339	66	225	1
2022-12-16	33273	43	224	0
2022-12-15	33230	52	224	0
2022-12-14	33178	55	224	0
2022-12-13	33123	74	224	0
2022-12-12	33049	71	224	0
2022-12-09	32978	37	224	1
2022-12-08	32941	44	223	2
2022-12-07	32897	55	221	0
2022-12-06	32842	71	221	0
2022-12-05	32771	59	221	0
2022-12-02	32712	51	221	1
2022-12-01	32661	56	220	1
2022-11-30	32605	49	219	0
2022-11-29	32556	84	219	0
2022-11-28	32472	47	219	1
2022-11-25	32425	49	218	0
2022-11-24	32376	35	218	0
2022-11-23	32341	26	218	0
2022-11-22	32315	84	218	1
2022-11-21	32231	32	217	1
2022-11-18	32199	37	216	0
2022-11-17	32162	25	216	0
2022-11-16	32137	36	216	0
2022-11-15	32101	58	216	0
2022-11-14	32043	44	216	0
2022-11-11	31999	24	216	0
2022-11-10	31975	25	216	0
2022-11-09	31950	30	216	1
2022-11-08	31920	92	215	0
2022-11-07	31828	38	215	0
2022-11-04	31790	49	215	0
2022-11-03	31741	55	215	0
2022-11-02	31686	109	215	0
2022-11-01	31577	51	215	0
2022-10-28	31526	65	215	0
2022-10-27	31461	42	215	0
2022-10-26	31419	71	215	1
2022-10-25	31348	143	214	0
2022-10-24	31205	89	214	1
2022-10-21	31116	105	213	0
2022-10-20	31011	97	213	1
2022-10-19	30914	130	212	1
2022-10-18	30784	225	211	0
2022-10-17	30559	144	211	0
2022-10-14	30415	53	211	1
2022-10-13	30362	72	210	0
2022-10-12	30290	138	210	1
2022-10-11	30152	180	209	1
2022-10-10	29972	151	208	2
2022-10-07	29821	52	206	1
2022-10-06	29769	136	205	0
2022-10-05	29633	179	205	1
2022-10-04	29454	111	204	3
2022-09-30	29343	74	201	0
2022-09-29	29269	44	201	0
2022-09-28	29225	71	201	0
2022-09-27	29154	120	201	0
2022-09-26	29034	76	201	1
2022-09-23	28958	48	200	0
2022-09-22	28910	36	200	0
2022-09-21	28874	43	200	0
2022-09-20	28831	86	200	1
2022-09-19	28745	38	199	1
2022-09-16	28707	35	198	0
2022-09-15	28672	26	198	0
2022-09-14	28646	32	198	0
2022-09-13	28614	56	198	0
2022-09-12	28558	27	198	1
2022-09-09	28531	18	197	0
2022-09-08	28513	18	197	0
2022-09-07	28495	25	197	0
2022-09-06	28470	62	197	0
2022-09-05	28408	23	197	0
2022-09-02	28385	22	197	0
2022-09-01	28363	27	197	1
2022-08-31	28336	25	196	1
2022-08-30	28311	70	195	0
2022-08-29	28241	35	195	0
2022-08-26	28206	43	195	0
2022-08-25	28163	33	195	0
2022-08-24	28130	28	195	0
2022-08-23	28102	71	195	0
2022-08-22	28031	37	195	0
2022-08-19	27994	49	195	0
2022-08-18	27945	23	195	0
2022-08-17	27922	26	195	0
2022-08-16	27896	83	195	0
2022-08-15	27813	40	195	0
2022-08-12	27773	56	195	0
2022-08-11	27717	27	195	0
2022-08-10	27690	34	195	1
2022-08-09	27656	117	194	0
2022-08-08	27539	53	194	0
2022-08-05	27486	41	194	0
2022-08-04	27445	56	194	1
2022-08-03	27389	43	193	1
2022-08-02	27346	128	192	0
2022-08-01	27218	70	192	2
2022-07-29	27148	59	190	0
2022-07-28	27089	28	190	0
2022-07-27	27061	49	190	1
2022-07-26	27012	150	189	0
2022-07-25	26862	122	189	1
2022-07-22	26740	86	188	0
2022-07-21	26654	56	188	0
2022-07-20	26598	85	188	0
2022-07-19	26513	157	188	1
2022-07-18	26356	179	187	0
2022-07-15	26177	1	187	0
2022-07-14	26176	58	187	0
2022-07-13	26118	66	187	0
2022-07-12	26052	188	187	0
2022-07-11	25864	65	187	1
2022-07-08	25799	86	186	0
2022-07-07	25713	50	186	1
2022-07-06	25663	91	185	0
2022-07-05	25572	141	185	1
2022-07-04	25431	95	184	1
2022-07-01	25336	69	183	0
2022-06-30	25267	63	183	0
2022-06-29	25204	66	183	0
2022-06-28	25138	128	183	0
2022-06-27	25010	65	183	0
2022-06-24	24945	41	183	0
2022-06-23	24904	62	183	0
2022-06-22	24842	35	183	0
2022-06-21	24807	97	183	0
2022-06-20	24710	40	183	0
2022-06-17	24670	36	183	0
2022-06-16	24634	37	183	0
2022-06-15	24597	57	183	0
2022-06-14	24540	45	183	0
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2022-05-13	23962	33	182	1
2022-05-12	23929	26	181	0
2022-05-11	23903	24	181	0
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2022-05-03	23599	109	180	0
2022-05-02	23490	74	180	1
2022-04-29	23416	55	179	0
2022-04-28	23361	82	179	1
2022-04-27	23279	139	178	1
2022-04-26	23140	167	177	2
2022-04-25	22973	139	175	0
2022-04-22	22834	158	175	0
2022-04-21	22676	159	175	2
2022-04-20	22517	211	173	0
2022-04-19	22306	178	173	1
2022-04-14	22128	234	172	0
2022-04-13	21894	229	172	0
2022-04-12	21665	87	172	0
2022-04-11	21578	45	172	0
2022-04-09	21533	135	172	0
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2022-04-07	21285	199	172	2
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2022-04-03	20515	1	168	0
2022-04-02	20514	1	168	0
2022-04-01	20513	97	168	1
2022-03-31	20416	159	167	0
2022-03-30	20257	214	167	0
2022-03-29	20043	340	167	1
2022-03-28	19703	196	166	2
2022-03-25	19507	273	164	0
2022-03-24	19234	240	164	0
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2022-03-16	17537	331	164	2
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2022-01-05	8085	57	151	0
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2022-01-03	7974	13	151	1
2021-12-31	7961	27	150	1
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2021-12-29	7905	49	149	0
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2021-12-27	7795	53	149	0
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2021-12-15	7158	97	144	0
2021-12-14	7061	153	144	2
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2021-05-19	3229	10	122	0
2021-05-18	3219	19	122	0
2021-05-15	3200	5	122	0
2021-05-14	3195	3	122	0
2021-05-13	3192	18	122	0
2021-05-12	3174	14	122	0
2021-05-11	3160	29	122	0
2021-05-08	3131	7	122	0
2021-05-07	3124	19	122	1
2021-05-06	3105	20	121	0
2021-05-05	3085	13	121	0
2021-05-04	3072	27	121	0
2021-05-03	3045	4	121	0
2021-05-01	3041	7	121	0
2021-04-30	3034	26	121	0
2021-04-29	3008	32	121	1
2021-04-28	2976	17	120	1
2021-04-27	2959	39	119	1
2021-04-26	2920	6	118	0
2021-04-24	2914	8	118	0
2021-04-23	2906	27	118	1
2021-04-22	2879	33	117	0
2021-04-21	2846	27	117	1
2021-04-20	2819	28	116	0
2021-04-19	2791	3	116	0
2021-04-17	2788	16	116	1
2021-04-16	2772	18	115	0
2021-04-15	2754	30	115	3
2021-04-14	2724	24	112	2
2021-04-13	2700	37	110	1
2021-04-12	2663	9	109	0
2021-04-10	2654	7	109	0
2021-04-09	2647	20	109	1
2021-04-08	2627	34	108	0
2021-04-07	2593	32	108	1
2021-04-06	2561	2	107	0
2021-04-05	2559	15	107	3
2021-04-03	2544	2	104	0
2021-04-02	2542	26	104	1
2021-04-01	2516	29	103	0
2021-03-31	2487	10	103	0
2021-03-30	2477	36	103	0
2021-03-29	2441	18	103	0
2021-03-27	2423	7	103	1
2021-03-26	2416	30	102	0
2021-03-25	2386	22	102	1
2021-03-24	2364	17	101	0
2021-03-23	2347	38	101	0
2021-03-22	2309	2	101	0
2021-03-20	2307	2	101	0
2021-03-19	2305	19	101	0
2021-03-18	2286	15	101	0
2021-03-17	2271	13	101	0
2021-03-16	2258	23	101	0
2021-03-15	2235	4	101	1
2021-03-13	2231	18	100	0
2021-03-12	2213	15	100	0
2021-03-11	2198	11	100	1
2021-03-10	2187	12	99	0
2021-03-09	2175	15	99	0
2021-03-06	2160	6	99	1
2021-03-05	2154	12	98	1
2021-03-04	2142	8	97	1
2021-03-03	2134	6	96	0
2021-03-02	2128	12	96	0
2021-03-01	2116	4	96	0
2021-02-27	2112	10	96	0
2021-02-26	2102	18	96	1
2021-02-25	2084	9	95	1
2021-02-24	2075	14	94	0
2021-02-23	2061	23	94	1
2021-02-22	2038	3	93	0
2021-02-20	2035	9	93	0
2021-02-19	2026	13	93	1
2021-02-18	2013	12	92	0
2021-02-17	2001	13	92	1
2021-02-16	1988	18	91	0
2021-02-15	1970	3	91	1
2021-02-13	1967	11	90	0
2021-02-12	1956	11	90	0
2021-02-11	1945	20	90	1
2021-02-10	1925	12	89	1
2021-02-09	1913	17	88	1
2021-02-08	1896	8	87	0
2021-02-06	1888	14	87	0
2021-02-05	1874	25	87	3
2021-02-04	1849	21	84	1
2021-02-03	1828	35	83	2
2021-02-02	1793	34	81	1
2021-02-01	1759	21	80	2
2021-01-30	1738	16	78	0
2021-01-29	1722	18	78	0
2021-01-28	1704	21	78	3
2021-01-27	1683	23	75	0
2021-01-26	1660	59	75	3
2021-01-25	1601	21	72	1
2021-01-23	1580	24	71	0
2021-01-22	1556	34	71	1
2021-01-21	1522	23	70	1
2021-01-20	1499	41	69	1
2021-01-19	1458	41	68	5
2021-01-18	1417	17	63	3
2021-01-16	1400	15	60	1
2021-01-15	1385	18	59	2
2021-01-14	1367	24	57	0
2021-01-13	1343	10	57	1
2021-01-12	1333	40	56	1
2021-01-11	1293	18	55	1
2021-01-10	1275	3	54	1
2021-01-09	1272	45	53	3
2021-01-08	1227	34	50	1
2021-01-07	1193	7	49	0
2021-01-06	1186	24	49	0
2021-01-05	1162	63	49	6
2021-01-04	1099	7	43	1
2021-01-02	1092	3	42	0
2021-01-01	1089	11	42	2
2020-12-31	1078	26	40	2
2020-12-30	1052	65	38	3
2020-12-29	987	64	35	4
2020-12-28	923	6	31	2
2020-12-27	917	4	29	2
2020-12-26	913	8	27	0
2020-12-25	905	10	27	1
2020-12-24	895	19	26	0
2020-12-23	876	46	26	0
2020-12-22	830	25	26	0
2020-12-21	805	28	26	0
2020-12-19	777	20	26	0
2020-12-18	757	33	26	1
2020-12-17	724	30	25	2
2020-12-16	694	33	23	0
2020-12-15	661	33	23	0
2020-12-14	628	21	23	0
2020-12-12	607	20	23	0
2020-12-11	587	20	23	0
2020-12-10	567	19	23	0
2020-12-09	548	42	23	2
2020-12-08	506	27	21	0
2020-12-07	479	3	21	1
2020-12-05	476	19	20	1
2020-12-04	457	34	19	5
2020-12-03	423	21	14	1
2020-12-02	402	14	13	0
2020-12-01	388	25	13	1
2020-11-30	363	9	12	0
2020-11-28	354	13	12	0
2020-11-27	341	22	12	2
2020-11-26	319	26	10	0
2020-11-25	293	26	10	3
2020-11-24	267	12	7	0
2020-11-23	255	13	7	0
2020-11-20	242	11	7	1
2020-11-19	231	7	6	0
2020-11-18	224	14	6	1
2020-11-16	210	2	5	0
2020-11-13	208	6	5	0
2020-11-12	202	3	5	0
2020-11-11	199	1	5	0
2020-11-10	198	1	5	0
2020-11-09	197	3	5	0
2020-11-06	194	9	5	1
2020-11-05	185	10	4	0
2020-11-04	175	5	4	0
2020-11-03	170	8	4	0
2020-11-02	162	3	4	0
2020-10-30	159	2	4	0
2020-10-28	157	3	4	0
2020-10-27	154	7	4	0
2020-10-23	147	1	4	0
2020-10-20	146	1	4	0
2020-10-19	145	1	4	0
2020-10-16	144	2	4	1
2020-10-15	142	3	3	0
2020-10-14	139	5	3	0
2020-10-09	134	9	3	0
2020-10-08	125	3	3	0
2020-10-07	122	1	3	0
2020-10-06	121	4	3	0
2020-10-02	117	3	3	0
2020-10-01	114	1	3	0
2020-09-30	113	4	3	0
2020-09-29	109	2	3	0
2020-09-28	107	4	3	0
2020-09-25	103	2	3	0
2020-09-24	101	1	3	0
2020-09-23	100	3	3	0
2020-09-22	97	1	3	0
2020-09-21	96	1	3	0
2020-09-18	95	1	3	0
2020-09-17	94	4	3	0
2020-09-15	90	3	3	0
2020-09-14	87	1	3	0
2020-09-11	86	5	3	1
2020-09-08	81	1	2	0
2020-09-03	80	1	2	0
2020-09-01	79	1	2	0
2020-08-31	78	1	2	0
2020-08-26	77	1	2	0
2020-08-25	76	1	2	0
2020-08-21	75	2	2	0
2020-08-20	73	1	2	0
2020-08-14	72	1	2	0
2020-08-12	71	2	2	0
2020-08-11	69	1	2	0
2020-08-07	68	1	2	0
2020-08-06	67	2	2	0
2020-05-25	65	1	2	0
2020-04-30	64	1	2	0
2020-04-28	63	1	2	0
2020-04-25	62	2	2	0
2020-04-20	60	2	2	0
2020-04-18	58	2	2	0
2020-04-17	56	1	2	0
2020-04-16	55	2	2	0
2020-04-15	53	1	2	0
2020-04-12	52	3	2	0
2020-04-11	49	2	2	0
2020-04-09	47	6	2	0
2020-04-07	41	6	2	0
2020-04-05	35	4	2	0
2020-04-04	31	2	2	0
2020-04-03	29	6	2	0
2020-04-02	23	3	2	0
2020-03-27	20	4	2	0
2020-03-25	16	1	2	1
2020-03-24	15	3	1	0
2020-03-23	12	2	1	1
2020-03-21	10	1	0	0
2020-03-20	9	4	0	0
2020-03-19	5	1	0	0
2020-03-18	4	1	0	0
2020-03-17	3	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: 0:03:19.126762