Germany: SK Magdeburg (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 15:45:57 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Magdeburg")
print(f'Population of country="Germany", subregion="SK Magdeburg": {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 Magdeburg": 236188 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	88381	19	354	0
2023-03-03	88362	18	354	0
2023-03-02	88344	10	354	0
2023-03-01	88334	32	354	0
2023-02-28	88302	24	354	0
2023-02-27	88278	37	354	0
2023-02-24	88241	14	354	0
2023-02-23	88227	26	354	0
2023-02-22	88201	15	354	0
2023-02-21	88186	44	354	0
2023-02-20	88142	38	354	1
2023-02-17	88104	6	353	0
2023-02-16	88098	30	353	0
2023-02-15	88068	39	353	0
2023-02-14	88029	35	353	0
2023-02-13	87994	30	353	0
2023-02-10	87964	23	353	0
2023-02-09	87941	25	353	0
2023-02-08	87916	19	353	0
2023-02-07	87897	30	353	0
2023-02-06	87867	28	353	0
2023-02-03	87839	12	353	0
2023-02-02	87827	16	353	0
2023-02-01	87811	15	353	0
2023-01-31	87796	38	353	0
2023-01-30	87758	30	353	0
2023-01-27	87728	19	353	0
2023-01-26	87709	26	353	0
2023-01-25	87683	32	353	0
2023-01-24	87651	7	353	0
2023-01-23	87644	24	353	0
2023-01-20	87620	16	353	0
2023-01-19	87604	17	353	0
2023-01-18	87587	25	353	0
2023-01-17	87562	19	353	0
2023-01-16	87543	24	353	0
2023-01-13	87519	15	353	0
2023-01-12	87504	26	353	0
2023-01-11	87478	18	353	0
2023-01-10	87460	53	353	0
2023-01-09	87407	59	353	0
2023-01-05	87348	40	353	0
2023-01-04	87308	81	353	0
2023-01-03	87227	14	353	0
2023-01-02	87213	58	353	0
2022-12-30	87155	55	353	0
2022-12-29	87100	55	353	0
2022-12-28	87045	49	353	0
2022-12-27	86996	96	353	0
2022-12-23	86900	53	353	1
2022-12-22	86847	62	352	1
2022-12-21	86785	81	351	0
2022-12-20	86704	87	351	0
2022-12-19	86617	88	351	1
2022-12-16	86529	56	350	0
2022-12-15	86473	60	350	1
2022-12-14	86413	95	349	1
2022-12-13	86318	96	348	1
2022-12-12	86222	115	347	1
2022-12-09	86107	70	346	1
2022-12-08	86037	43	345	0
2022-12-07	85994	69	345	1
2022-12-06	85925	191	344	0
2022-12-02	85734	77	344	0
2022-12-01	85657	39	344	0
2022-11-30	85618	93	344	0
2022-11-29	85525	75	344	1
2022-11-28	85450	81	343	2
2022-11-25	85369	36	341	0
2022-11-24	85333	62	341	0
2022-11-23	85271	65	341	1
2022-11-22	85206	58	340	0
2022-11-21	85148	83	340	1
2022-11-18	85065	57	339	0
2022-11-17	85008	54	339	0
2022-11-16	84954	73	339	0
2022-11-15	84881	106	339	0
2022-11-14	84775	92	339	1
2022-11-11	84683	68	338	0
2022-11-10	84615	81	338	1
2022-11-09	84534	92	337	0
2022-11-08	84442	123	337	0
2022-11-07	84319	127	337	2
2022-11-04	84192	88	335	0
2022-11-03	84104	148	335	0
2022-11-02	83956	133	335	0
2022-11-01	83823	174	335	1
2022-10-28	83649	122	334	0
2022-10-27	83527	145	334	0
2022-10-26	83382	141	334	1
2022-10-25	83241	284	333	1
2022-10-24	82957	238	332	1
2022-10-21	82719	251	331	0
2022-10-20	82468	131	331	1
2022-10-19	82337	353	330	0
2022-10-18	81984	277	330	0
2022-10-17	81707	265	330	0
2022-10-14	81442	164	330	1
2022-10-13	81278	294	329	1
2022-10-12	80984	275	328	0
2022-10-11	80709	399	328	2
2022-10-10	80310	379	326	2
2022-10-07	79931	274	324	0
2022-10-06	79657	529	324	0
2022-10-05	79128	246	324	1
2022-10-04	78882	141	323	0
2022-09-30	78741	154	323	0
2022-09-29	78587	136	323	0
2022-09-28	78451	198	323	0
2022-09-27	78253	201	323	1
2022-09-26	78052	118	322	0
2022-09-23	77934	71	322	0
2022-09-22	77863	113	322	0
2022-09-21	77750	88	322	0
2022-09-20	77662	138	322	0
2022-09-19	77524	92	322	0
2022-09-16	77432	68	322	0
2022-09-15	77364	94	322	0
2022-09-14	77270	76	322	0
2022-09-13	77194	123	322	0
2022-09-12	77071	65	322	0
2022-09-09	77006	78	322	0
2022-09-08	76928	73	322	0
2022-09-07	76855	77	322	0
2022-09-06	76778	82	322	0
2022-09-05	76696	65	322	0
2022-09-02	76631	65	322	0
2022-09-01	76566	48	322	0
2022-08-31	76518	86	322	0
2022-08-30	76432	63	322	0
2022-08-29	76369	79	322	0
2022-08-26	76290	89	322	0
2022-08-25	76201	75	322	0
2022-08-24	76126	205	322	0
2022-08-23	75921	39	322	0
2022-08-22	75882	67	322	0
2022-08-19	75815	82	322	0
2022-08-18	75733	77	322	0
2022-08-17	75656	201	322	0
2022-08-16	75455	53	322	0
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2022-08-12	75265	96	322	0
2022-08-11	75169	155	322	0
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2022-08-09	74869	121	322	0
2022-08-08	74748	156	322	1
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2022-08-02	74200	235	321	0
2022-08-01	73965	12	321	0
2022-07-29	73953	126	321	0
2022-07-28	73827	128	321	0
2022-07-27	73699	209	321	1
2022-07-26	73490	228	320	0
2022-07-25	73262	264	320	1
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2022-07-21	72797	176	319	1
2022-07-20	72621	316	318	0
2022-07-19	72305	233	318	0
2022-07-18	72072	250	318	0
2022-07-15	71822	188	318	0
2022-07-14	71634	182	318	0
2022-07-13	71452	279	318	0
2022-07-12	71173	212	318	1
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2021-08-17	6802	10	163	0
2021-08-15	6792	6	163	0
2021-08-13	6786	4	163	0
2021-08-12	6782	10	163	0
2021-08-11	6772	3	163	0
2021-08-10	6769	4	163	0
2021-08-09	6765	5	163	0
2021-08-08	6760	2	163	0
2021-08-07	6758	4	163	0
2021-08-06	6754	1	163	0
2021-08-05	6753	2	163	0
2021-08-04	6751	3	163	0
2021-08-03	6748	2	163	0
2021-08-02	6746	2	163	0
2021-08-01	6744	2	163	0
2021-07-31	6742	4	163	0
2021-07-30	6738	2	163	0
2021-07-28	6736	2	163	0
2021-07-27	6734	1	163	0
2021-07-21	6733	2	163	0
2021-07-20	6731	1	163	0
2021-07-17	6730	2	163	0
2021-07-16	6728	2	163	0
2021-07-15	6726	1	163	0
2021-07-14	6725	3	163	0
2021-07-13	6722	2	163	0
2021-07-10	6720	3	163	0
2021-07-09	6717	1	163	0
2021-07-08	6716	4	163	0
2021-07-07	6712	2	163	0
2021-07-06	6710	1	163	0
2021-07-03	6709	1	163	0
2021-06-19	6708	1	163	0
2021-06-18	6707	1	163	0
2021-06-17	6706	2	163	0
2021-06-12	6704	3	163	0
2021-06-11	6701	3	163	0
2021-06-09	6698	2	163	0
2021-06-08	6696	1	163	0
2021-06-07	6695	3	163	0
2021-06-06	6692	1	163	0
2021-06-05	6691	1	163	0
2021-06-04	6690	2	163	0
2021-06-03	6688	5	163	0
2021-06-02	6683	6	163	0
2021-06-01	6677	9	163	0
2021-05-31	6668	11	163	0
2021-05-30	6657	1	163	0
2021-05-29	6656	5	163	0
2021-05-28	6651	16	163	0
2021-05-27	6635	8	163	0
2021-05-26	6627	16	163	0
2021-05-25	6611	7	163	0
2021-05-24	6604	4	163	1
2021-05-23	6600	4	162	0
2021-05-22	6596	5	162	0
2021-05-21	6591	11	162	0
2021-05-20	6580	24	162	0
2021-05-19	6556	15	162	0
2021-05-18	6541	32	162	0
2021-05-17	6509	14	162	1
2021-05-16	6495	14	161	0
2021-05-15	6481	21	161	0
2021-05-14	6460	7	161	0
2021-05-13	6453	13	161	0
2021-05-12	6440	24	161	0
2021-05-11	6416	55	161	0
2021-05-10	6361	8	161	0
2021-05-09	6353	10	161	1
2021-05-08	6343	17	160	1
2021-05-07	6326	21	159	0
2021-05-06	6305	30	159	0
2021-05-05	6275	24	159	0
2021-05-04	6251	54	159	2
2021-05-03	6197	7	157	0
2021-05-02	6190	6	157	0
2021-05-01	6184	12	157	0
2021-04-30	6172	31	157	0
2021-04-29	6141	27	157	0
2021-04-28	6114	40	157	0
2021-04-27	6074	77	157	0
2021-04-26	5997	21	157	1
2021-04-25	5976	24	156	0
2021-04-24	5952	35	156	0
2021-04-23	5917	45	156	0
2021-04-22	5872	54	156	1
2021-04-21	5818	62	155	2
2021-04-20	5756	84	153	1
2021-04-19	5672	34	152	0
2021-04-18	5638	19	152	1
2021-04-17	5619	27	151	0
2021-04-16	5592	40	151	0
2021-04-15	5552	40	151	0
2021-04-14	5512	46	151	0
2021-04-13	5466	58	151	0
2021-04-12	5408	24	151	0
2021-04-11	5384	19	151	1
2021-04-10	5365	36	150	1
2021-04-09	5329	49	149	1
2021-04-08	5280	65	148	1
2021-04-07	5215	95	147	2
2021-04-06	5120	34	145	0
2021-04-05	5086	11	145	1
2021-04-04	5075	16	144	0
2021-04-03	5059	21	144	0
2021-04-02	5038	44	144	0
2021-04-01	4994	41	144	0
2021-03-31	4953	50	144	2
2021-03-30	4903	26	142	1
2021-03-29	4877	45	141	2
2021-03-28	4832	18	139	0
2021-03-27	4814	18	139	0
2021-03-26	4796	65	139	2
2021-03-25	4731	54	137	2
2021-03-24	4677	60	135	2
2021-03-23	4617	73	133	1
2021-03-22	4544	28	132	0
2021-03-21	4516	13	132	0
2021-03-20	4503	31	132	0
2021-03-19	4472	40	132	1
2021-03-18	4432	38	131	2
2021-03-17	4394	32	129	1
2021-03-16	4362	42	128	0
2021-03-15	4320	13	128	0
2021-03-14	4307	11	128	2
2021-03-13	4296	30	126	0
2021-03-12	4266	32	126	1
2021-03-11	4234	23	125	0
2021-03-10	4211	41	125	0
2021-03-09	4170	45	125	3
2021-03-08	4125	14	122	0
2021-03-07	4111	8	122	0
2021-03-06	4103	6	122	0
2021-03-05	4097	20	122	1
2021-03-04	4077	37	121	0
2021-03-03	4040	24	121	0
2021-03-02	4016	16	121	1
2021-03-01	4000	18	120	1
2021-02-28	3982	15	119	2
2021-02-27	3967	15	117	1
2021-02-26	3952	22	116	0
2021-02-25	3930	9	116	0
2021-02-24	3921	32	116	2
2021-02-23	3889	20	114	0
2021-02-22	3869	11	114	1
2021-02-21	3858	9	113	0
2021-02-20	3849	14	113	1
2021-02-19	3835	31	112	0
2021-02-18	3804	30	112	1
2021-02-17	3774	28	111	0
2021-02-16	3746	21	111	1
2021-02-15	3725	6	110	0
2021-02-14	3719	26	110	0
2021-02-13	3693	16	110	0
2021-02-12	3677	20	110	0
2021-02-11	3657	18	110	0
2021-02-10	3639	22	110	2
2021-02-09	3617	14	108	4
2021-02-08	3603	10	104	1
2021-02-07	3593	10	103	0
2021-02-06	3583	17	103	0
2021-02-05	3566	18	103	1
2021-02-04	3548	21	102	0
2021-02-03	3527	11	102	0
2021-02-02	3516	31	102	3
2021-02-01	3485	14	99	1
2021-01-31	3471	5	98	2
2021-01-30	3466	23	96	2
2021-01-29	3443	18	94	0
2021-01-28	3425	41	94	2
2021-01-27	3384	44	92	1
2021-01-26	3340	24	91	0
2021-01-25	3316	23	91	0
2021-01-24	3293	4	91	0
2021-01-23	3289	30	91	1
2021-01-22	3259	39	90	4
2021-01-21	3220	43	86	4
2021-01-20	3177	39	82	4
2021-01-19	3138	35	78	1
2021-01-18	3103	18	77	0
2021-01-17	3085	9	77	0
2021-01-16	3076	15	77	1
2021-01-15	3061	37	76	4
2021-01-14	3024	33	72	2
2021-01-13	2991	45	70	2
2021-01-12	2946	30	68	0
2021-01-11	2916	25	68	2
2021-01-10	2891	23	66	0
2021-01-09	2868	40	66	4
2021-01-08	2828	61	62	2
2021-01-07	2767	19	60	0
2021-01-06	2748	33	60	1
2021-01-05	2715	71	59	1
2021-01-04	2644	14	58	1
2021-01-03	2630	15	57	1
2021-01-02	2615	25	56	0
2021-01-01	2590	18	56	0
2020-12-31	2572	30	56	0
2020-12-30	2542	31	56	1
2020-12-29	2511	31	55	2
2020-12-28	2480	26	53	1
2020-12-27	2454	19	52	1
2020-12-25	2435	39	51	0
2020-12-24	2396	37	51	0
2020-12-23	2359	72	51	2
2020-12-22	2287	33	49	2
2020-12-21	2254	11	47	0
2020-12-20	2243	25	47	1
2020-12-19	2218	35	46	0
2020-12-18	2183	39	46	0
2020-12-17	2144	59	46	1
2020-12-16	2085	41	45	0
2020-12-15	2044	41	45	3
2020-12-14	2003	20	42	0
2020-12-13	1983	28	42	2
2020-12-12	1955	25	40	1
2020-12-11	1930	58	39	0
2020-12-10	1872	14	39	1
2020-12-09	1858	42	38	0
2020-12-08	1816	21	38	1
2020-12-07	1795	15	37	2
2020-12-06	1780	8	35	0
2020-12-05	1772	15	35	0
2020-12-04	1757	57	35	8
2020-12-03	1700	29	27	0
2020-12-02	1671	37	27	1
2020-12-01	1634	33	26	1
2020-11-30	1601	18	25	0
2020-11-29	1583	5	25	0
2020-11-28	1578	22	25	0
2020-11-27	1556	19	25	3
2020-11-26	1537	25	22	1
2020-11-25	1512	28	21	0
2020-11-24	1484	29	21	1
2020-11-23	1455	22	20	0
2020-11-22	1433	20	20	5
2020-11-21	1413	31	15	0
2020-11-20	1382	37	15	0
2020-11-19	1345	32	15	0
2020-11-18	1313	31	15	0
2020-11-17	1282	30	15	0
2020-11-16	1252	11	15	0
2020-11-15	1241	25	15	1
2020-11-14	1216	21	14	0
2020-11-13	1195	13	14	0
2020-11-12	1182	31	14	0
2020-11-11	1151	30	14	0
2020-11-10	1121	27	14	1
2020-11-09	1094	6	13	0
2020-11-08	1088	10	13	0
2020-11-07	1078	27	13	0
2020-11-06	1051	34	13	0
2020-11-05	1017	49	13	0
2020-11-04	968	49	13	1
2020-11-03	919	21	12	1
2020-11-02	898	9	11	1
2020-11-01	889	19	10	0
2020-10-31	870	48	10	0
2020-10-30	822	29	10	0
2020-10-29	793	36	10	0
2020-10-28	757	58	10	0
2020-10-27	699	41	10	0
2020-10-26	658	50	10	2
2020-10-25	608	21	8	1
2020-10-24	587	22	7	0
2020-10-23	565	35	7	1
2020-10-22	530	15	6	0
2020-10-21	515	17	6	0
2020-10-20	498	19	6	1
2020-10-19	479	22	5	0
2020-10-18	457	4	5	0
2020-10-17	453	4	5	0
2020-10-16	449	6	5	0
2020-10-15	443	9	5	0
2020-10-14	434	4	5	0
2020-10-13	430	6	5	0
2020-10-12	424	2	5	0
2020-10-11	422	5	5	0
2020-10-10	417	1	5	0
2020-10-09	416	1	5	0
2020-10-08	415	2	5	0
2020-10-06	413	1	5	0
2020-10-05	412	7	5	0
2020-10-02	405	5	5	0
2020-10-01	400	2	5	0
2020-09-30	398	3	5	0
2020-09-29	395	5	5	0
2020-09-28	390	1	5	0
2020-09-26	389	13	5	0
2020-09-25	376	4	5	0
2020-09-24	372	1	5	0
2020-09-23	371	1	5	0
2020-09-22	370	1	5	0
2020-09-19	369	1	5	0
2020-09-16	368	3	5	0
2020-09-12	365	7	5	0
2020-09-11	358	3	5	0
2020-09-08	355	2	5	0
2020-09-04	353	1	5	0
2020-09-03	352	3	5	0
2020-09-02	349	1	5	0
2020-08-29	348	1	5	0
2020-08-28	347	3	5	0
2020-08-26	344	1	5	0
2020-08-25	343	3	5	0
2020-08-24	340	5	5	0
2020-08-22	335	2	5	0
2020-08-21	333	2	5	0
2020-08-20	331	4	5	0
2020-08-19	327	4	5	0
2020-08-18	323	4	5	0
2020-08-17	319	1	5	0
2020-08-15	318	1	5	0
2020-08-14	317	4	5	0
2020-08-13	313	4	5	0
2020-08-11	309	3	5	0
2020-08-10	306	2	5	0
2020-08-07	304	5	5	0
2020-08-06	299	3	5	0
2020-08-05	296	2	5	0
2020-08-04	294	3	5	0
2020-08-03	291	2	5	0
2020-08-02	289	1	5	0
2020-08-01	288	2	5	0
2020-07-31	286	3	5	0
2020-07-30	283	4	5	0
2020-07-29	279	7	5	0
2020-07-28	272	3	5	0
2020-07-27	269	1	5	0
2020-07-26	268	1	5	0
2020-07-25	267	2	5	0
2020-07-24	265	3	5	0
2020-07-23	262	1	5	0
2020-07-22	261	3	5	1
2020-07-21	258	2	4	0
2020-07-17	256	5	4	1
2020-07-16	251	1	3	0
2020-07-15	250	2	3	0
2020-07-14	248	5	3	0
2020-07-12	243	1	3	0
2020-07-06	242	3	3	0
2020-07-05	239	4	3	0
2020-07-03	235	3	3	0
2020-07-02	232	2	3	0
2020-06-30	230	1	3	0
2020-06-24	229	1	3	0
2020-06-23	228	1	3	0
2020-06-22	227	2	3	0
2020-06-21	225	7	3	0
2020-06-20	218	2	3	0
2020-06-19	216	21	3	0
2020-06-18	195	10	3	0
2020-06-17	185	19	3	0
2020-06-16	166	8	3	0
2020-06-15	158	6	3	0
2020-06-14	152	11	3	0
2020-06-13	141	9	3	0
2020-06-12	132	11	3	1
2020-06-11	121	3	2	0
2020-06-10	118	2	2	1
2020-06-09	116	7	1	0
2020-06-07	109	1	1	0
2020-06-04	108	2	1	0
2020-05-02	106	2	1	0
2020-04-28	104	1	1	0
2020-04-25	103	1	1	0
2020-04-21	102	1	1	0
2020-04-19	101	1	1	0
2020-04-17	100	3	1	0
2020-04-15	97	1	1	0
2020-04-14	96	1	1	0
2020-04-13	95	1	1	0
2020-04-12	94	1	1	0
2020-04-11	93	1	1	0
2020-04-10	92	1	1	0
2020-04-08	91	1	1	0
2020-04-07	90	1	1	0
2020-04-06	89	1	1	0
2020-04-03	88	1	1	0
2020-04-01	87	3	1	0
2020-03-31	84	5	1	0
2020-03-30	79	7	1	0
2020-03-27	72	6	1	0
2020-03-26	66	7	1	0
2020-03-25	59	3	1	0
2020-03-24	56	5	1	0
2020-03-23	51	12	1	1
2020-03-20	39	10	0	0
2020-03-19	29	2	0	0
2020-03-18	27	7	0	0
2020-03-17	20	4	0	0
2020-03-16	16	5	0	0
2020-03-13	11	5	0	0
2020-03-12	6	2	0	0
2020-03-11	4	3	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: 0:03:20.372962