Germany: SK Potsdam (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 12:28:24 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Potsdam")
print(f'Population of country="Germany", subregion="SK Potsdam": {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 Potsdam": 183154 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	80734	24	288	0
2023-03-03	80710	6	288	0
2023-03-02	80704	6	288	0
2023-03-01	80698	48	288	0
2023-02-28	80650	18	288	0
2023-02-27	80632	26	288	0
2023-02-26	80606	6	288	0
2023-02-25	80600	10	288	0
2023-02-24	80590	31	288	0
2023-02-23	80559	33	288	0
2023-02-22	80526	47	288	0
2023-02-21	80479	36	288	0
2023-02-20	80443	24	288	0
2023-02-19	80419	13	288	0
2023-02-18	80406	7	288	0
2023-02-17	80399	20	288	0
2023-02-16	80379	698	288	0
2023-02-15	79681	71	288	0
2023-02-14	79610	93	288	1
2023-02-13	79517	24	287	0
2023-02-12	79493	8	287	0
2023-02-11	79485	25	287	0
2023-02-10	79460	36	287	0
2023-02-09	79424	23	287	0
2023-02-08	79401	28	287	0
2023-02-07	79373	33	287	0
2023-02-06	79340	21	287	0
2023-02-05	79319	7	287	0
2023-02-04	79312	8	287	0
2023-02-03	79304	32	287	0
2023-02-02	79272	21	287	0
2023-02-01	79251	20	287	0
2023-01-29	79231	1	287	0
2023-01-23	79230	1	287	0
2023-01-19	79229	1	287	0
2023-01-17	79228	2	287	0
2023-01-10	79226	1	287	0
2023-01-06	79225	1	287	0
2023-01-04	79224	5	287	0
2023-01-03	79219	145	287	1
2023-01-02	79074	135	286	0
2022-12-31	78939	6	286	0
2022-12-30	78933	11	286	0
2022-12-29	78922	104	286	0
2022-12-28	78818	117	286	0
2022-12-27	78701	59	286	0
2022-12-26	78642	4	286	0
2022-12-23	78638	112	286	0
2022-12-22	78526	60	286	0
2022-12-21	78466	25	286	0
2022-12-20	78441	104	286	0
2022-12-19	78337	175	286	0
2022-12-16	78162	86	286	0
2022-12-15	78076	100	286	0
2022-12-14	77976	118	286	0
2022-12-13	77858	140	286	0
2022-12-12	77718	171	286	0
2022-12-10	77547	2	286	0
2022-12-09	77545	107	286	0
2022-12-08	77438	94	286	0
2022-12-07	77344	115	286	0
2022-12-06	77229	179	286	0
2022-12-05	77050	173	286	0
2022-12-02	76877	111	286	0
2022-12-01	76766	114	286	0
2022-11-30	76652	152	286	0
2022-11-29	76500	148	286	0
2022-11-28	76352	149	286	0
2022-11-25	76203	73	286	0
2022-11-24	76130	86	286	0
2022-11-23	76044	92	286	0
2022-11-22	75952	101	286	1
2022-11-21	75851	100	285	0
2022-11-18	75751	79	285	0
2022-11-17	75672	64	285	0
2022-11-16	75608	89	285	1
2022-11-15	75519	82	284	0
2022-11-14	75437	107	284	0
2022-11-11	75330	52	284	0
2022-11-10	75278	76	284	0
2022-11-09	75202	94	284	0
2022-11-08	75108	121	284	0
2022-11-07	74987	131	284	0
2022-11-05	74856	1	284	0
2022-11-04	74855	78	284	0
2022-11-03	74777	101	284	0
2022-11-02	74676	131	284	0
2022-11-01	74545	214	284	1
2022-10-31	74331	1	283	0
2022-10-30	74330	1	283	0
2022-10-29	74329	1	283	0
2022-10-28	74328	123	283	0
2022-10-27	74205	95	283	0
2022-10-26	74110	174	283	0
2022-10-25	73936	234	283	0
2022-10-24	73702	248	283	0
2022-10-21	73454	225	283	0
2022-10-20	73229	189	283	0
2022-10-19	73040	347	283	0
2022-10-18	72693	301	283	0
2022-10-17	72392	269	283	0
2022-10-15	72123	2	283	0
2022-10-14	72121	166	283	1
2022-10-13	71955	253	282	0
2022-10-12	71702	247	282	0
2022-10-11	71455	362	282	0
2022-10-10	71093	374	282	0
2022-10-08	70719	5	282	0
2022-10-07	70714	201	282	1
2022-10-06	70513	323	281	0
2022-10-05	70190	388	281	0
2022-10-04	69802	369	281	0
2022-10-02	69433	3	281	0
2022-10-01	69430	4	281	0
2022-09-30	69426	170	281	0
2022-09-29	69256	190	281	0
2022-09-28	69066	195	281	0
2022-09-27	68871	192	281	0
2022-09-26	68679	242	281	0
2022-09-23	68437	90	281	1
2022-09-22	68347	131	280	0
2022-09-21	68216	141	280	0
2022-09-20	68075	162	280	0
2022-09-19	67913	134	280	0
2022-09-16	67779	55	280	1
2022-09-15	67724	98	279	0
2022-09-14	67626	134	279	0
2022-09-13	67492	138	279	0
2022-09-12	67354	153	279	0
2022-09-09	67201	79	279	0
2022-09-08	67122	106	279	0
2022-09-07	67016	108	279	0
2022-09-06	66908	138	279	0
2022-09-05	66770	160	279	0
2022-09-04	66610	1	279	0
2022-09-03	66609	1	279	0
2022-09-02	66608	83	279	0
2022-09-01	66525	86	279	0
2022-08-31	66439	115	279	0
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2022-08-29	66165	114	279	0
2022-08-26	66051	80	279	0
2022-08-25	65971	91	279	0
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2022-08-23	65676	110	279	0
2022-08-22	65566	112	279	0
2022-08-19	65454	59	279	0
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2022-08-14	64878	1	279	0
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2022-08-11	64755	109	279	0
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2021-08-21	7376	4	245	0
2021-08-20	7372	10	245	0
2021-08-19	7362	3	245	0
2021-08-18	7359	16	245	0
2021-08-17	7343	12	245	0
2021-08-16	7331	15	245	0
2021-08-13	7316	16	245	0
2021-08-12	7300	12	245	0
2021-08-11	7288	9	245	0
2021-08-10	7279	16	245	0
2021-08-09	7263	9	245	0
2021-08-06	7254	3	245	0
2021-08-05	7251	6	245	0
2021-08-04	7245	5	245	0
2021-08-03	7240	9	245	0
2021-08-02	7231	9	245	0
2021-07-30	7222	4	245	0
2021-07-29	7218	4	245	0
2021-07-28	7214	2	245	0
2021-07-27	7212	2	245	0
2021-07-26	7210	4	245	0
2021-07-23	7206	6	245	0
2021-07-22	7200	2	245	0
2021-07-21	7198	1	245	0
2021-07-20	7197	6	245	0
2021-07-19	7191	6	245	0
2021-07-16	7185	2	245	0
2021-07-15	7183	2	245	0
2021-07-13	7181	2	245	0
2021-07-12	7179	5	245	0
2021-07-08	7174	3	245	0
2021-07-06	7171	3	245	0
2021-07-05	7168	1	245	0
2021-06-30	7167	2	245	0
2021-06-24	7165	1	245	0
2021-06-22	7164	1	245	0
2021-06-18	7163	1	245	0
2021-06-17	7162	1	245	0
2021-06-15	7161	1	245	0
2021-06-14	7160	2	245	0
2021-06-08	7158	1	245	0
2021-06-07	7157	4	245	0
2021-06-05	7153	4	245	0
2021-06-04	7149	4	245	0
2021-06-03	7145	12	245	0
2021-06-02	7133	2	245	0
2021-06-01	7131	5	245	0
2021-05-31	7126	3	245	0
2021-05-30	7123	2	245	0
2021-05-29	7121	3	245	0
2021-05-28	7118	9	245	0
2021-05-27	7109	9	245	0
2021-05-26	7100	5	245	0
2021-05-25	7095	1	245	0
2021-05-24	7094	5	245	0
2021-05-23	7089	2	245	0
2021-05-22	7087	7	245	0
2021-05-21	7080	25	245	0
2021-05-20	7055	15	245	0
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2021-05-18	7019	12	245	0
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2021-05-16	7003	7	245	0
2021-05-15	6996	12	245	0
2021-05-14	6984	25	245	0
2021-05-13	6959	27	245	2
2021-05-12	6932	29	243	0
2021-05-11	6903	16	243	0
2021-05-10	6887	9	243	0
2021-05-09	6878	14	243	0
2021-05-08	6864	35	243	0
2021-05-07	6829	24	243	0
2021-05-06	6805	57	243	0
2021-05-05	6748	43	243	0
2021-05-04	6705	35	243	1
2021-05-03	6670	22	242	0
2021-05-02	6648	9	242	0
2021-05-01	6639	25	242	0
2021-04-30	6614	38	242	0
2021-04-29	6576	51	242	0
2021-04-28	6525	42	242	1
2021-04-27	6483	25	241	0
2021-04-26	6458	20	241	0
2021-04-25	6438	20	241	0
2021-04-24	6418	29	241	0
2021-04-23	6389	41	241	0
2021-04-22	6348	37	241	0
2021-04-21	6311	43	241	1
2021-04-20	6268	38	240	0
2021-04-19	6230	16	240	1
2021-04-18	6214	21	239	0
2021-04-17	6193	33	239	0
2021-04-16	6160	42	239	1
2021-04-15	6118	34	238	0
2021-04-14	6084	34	238	1
2021-04-13	6050	28	237	0
2021-04-12	6022	13	237	0
2021-04-11	6009	7	237	0
2021-04-10	6002	22	237	0
2021-04-09	5980	25	237	0
2021-04-08	5955	39	237	1
2021-04-07	5916	17	236	0
2021-04-06	5899	9	236	0
2021-04-05	5890	15	236	0
2021-04-03	5875	12	236	0
2021-04-02	5863	36	236	0
2021-04-01	5827	42	236	2
2021-03-31	5785	54	234	0
2021-03-30	5731	19	234	0
2021-03-29	5712	10	234	0
2021-03-28	5702	35	234	1
2021-03-27	5667	26	233	0
2021-03-26	5641	32	233	0
2021-03-25	5609	42	233	0
2021-03-24	5567	25	233	2
2021-03-23	5542	30	231	1
2021-03-22	5512	27	230	0
2021-03-21	5485	8	230	0
2021-03-20	5477	14	230	1
2021-03-19	5463	33	229	0
2021-03-18	5430	40	229	0
2021-03-17	5390	36	229	0
2021-03-16	5354	23	229	1
2021-03-15	5331	10	228	0
2021-03-14	5321	9	228	0
2021-03-13	5312	22	228	0
2021-03-12	5290	18	228	0
2021-03-11	5272	24	228	0
2021-03-10	5248	16	228	0
2021-03-09	5232	14	228	0
2021-03-08	5218	19	228	0
2021-03-06	5199	8	228	0
2021-03-05	5191	12	228	0
2021-03-04	5179	12	228	0
2021-03-03	5167	10	228	0
2021-03-02	5157	14	228	0
2021-03-01	5143	6	228	0
2021-02-27	5137	17	228	0
2021-02-26	5120	14	228	0
2021-02-25	5106	8	228	1
2021-02-24	5098	10	227	0
2021-02-23	5088	12	227	0
2021-02-22	5076	11	227	1
2021-02-20	5065	10	226	1
2021-02-19	5055	4	225	0
2021-02-18	5051	12	225	0
2021-02-17	5039	10	225	0
2021-02-16	5029	9	225	0
2021-02-15	5020	6	225	0
2021-02-13	5014	8	225	0
2021-02-12	5006	3	225	0
2021-02-11	5003	11	225	0
2021-02-10	4992	17	225	1
2021-02-09	4975	7	224	0
2021-02-08	4968	12	224	0
2021-02-06	4956	13	224	0
2021-02-05	4943	8	224	0
2021-02-04	4935	8	224	0
2021-02-03	4927	17	224	0
2021-02-02	4910	22	224	1
2021-02-01	4888	17	223	0
2021-01-30	4871	21	223	0
2021-01-29	4850	9	223	1
2021-01-28	4841	57	222	0
2021-01-27	4784	39	222	0
2021-01-26	4745	61	222	3
2021-01-25	4684	10	219	1
2021-01-23	4674	17	218	0
2021-01-22	4657	51	218	0
2021-01-21	4606	62	218	0
2021-01-20	4544	13	218	0
2021-01-19	4531	78	218	3
2021-01-18	4453	124	215	7
2021-01-17	4329	2	208	0
2021-01-16	4327	55	208	2
2021-01-15	4272	150	206	4
2021-01-14	4122	233	202	5
2021-01-13	3889	162	197	5
2021-01-12	3727	139	192	4
2021-01-11	3588	62	188	0
2021-01-10	3526	22	188	8
2021-01-09	3504	27	180	3
2021-01-08	3477	111	177	2
2021-01-07	3366	128	175	4
2021-01-06	3238	68	171	4
2021-01-05	3170	133	167	12
2021-01-04	3037	44	155	9
2021-01-03	2993	11	146	4
2021-01-02	2982	34	142	1
2021-01-01	2948	1	141	0
2020-12-31	2947	66	141	1
2020-12-30	2881	186	140	26
2020-12-29	2695	139	114	16
2020-12-28	2556	84	98	1
2020-12-27	2472	25	97	0
2020-12-26	2447	70	97	4
2020-12-25	2377	51	93	0
2020-12-24	2326	1	93	0
2020-12-23	2325	17	93	0
2020-12-22	2308	64	93	5
2020-12-21	2244	23	88	2
2020-12-20	2221	2	86	0
2020-12-18	2219	33	86	0
2020-12-17	2186	31	86	2
2020-12-16	2155	4	84	0
2020-12-15	2151	26	84	0
2020-12-14	2125	1	84	0
2020-12-13	2124	2	84	0
2020-12-11	2122	14	84	0
2020-12-10	2108	38	84	1
2020-12-09	2070	57	83	4
2020-12-08	2013	47	79	2
2020-12-07	1966	47	77	0
2020-12-06	1919	1	77	0
2020-12-05	1918	1	77	0
2020-12-04	1917	32	77	0
2020-12-03	1885	47	77	5
2020-12-02	1838	49	72	3
2020-12-01	1789	30	69	2
2020-11-30	1759	42	67	0
2020-11-29	1717	1	67	1
2020-11-27	1716	35	66	1
2020-11-26	1681	36	65	0
2020-11-25	1645	42	65	1
2020-11-24	1603	38	64	0
2020-11-23	1565	39	64	0
2020-11-22	1526	1	64	0
2020-11-21	1525	3	64	0
2020-11-20	1522	10	64	0
2020-11-19	1512	82	64	3
2020-11-18	1430	48	61	1
2020-11-17	1382	29	60	0
2020-11-16	1353	23	60	0
2020-11-13	1330	32	60	0
2020-11-12	1298	23	60	0
2020-11-11	1275	47	60	0
2020-11-10	1228	39	60	1
2020-11-09	1189	33	59	1
2020-11-06	1156	31	58	0
2020-11-05	1125	46	58	7
2020-11-04	1079	27	51	0
2020-11-03	1052	27	51	0
2020-11-02	1025	13	51	0
2020-10-31	1012	3	51	0
2020-10-30	1009	20	51	0
2020-10-29	989	32	51	0
2020-10-28	957	15	51	0
2020-10-27	942	20	51	0
2020-10-26	922	2	51	0
2020-10-25	920	5	51	0
2020-10-24	915	7	51	0
2020-10-23	908	30	51	0
2020-10-22	878	15	51	0
2020-10-21	863	7	51	0
2020-10-20	856	12	51	0
2020-10-19	844	8	51	0
2020-10-16	836	23	51	0
2020-10-15	813	8	51	0
2020-10-14	805	8	51	0
2020-10-13	797	8	51	0
2020-10-12	789	13	51	0
2020-10-09	776	4	51	0
2020-10-08	772	7	51	0
2020-10-07	765	8	51	0
2020-10-06	757	4	51	0
2020-10-05	753	3	51	0
2020-10-02	750	3	51	0
2020-10-01	747	3	51	0
2020-09-30	744	3	51	0
2020-09-28	741	2	51	0
2020-09-26	739	1	51	0
2020-09-25	738	3	51	0
2020-09-24	735	5	51	0
2020-09-22	730	6	51	0
2020-09-21	724	3	51	0
2020-09-18	721	1	51	0
2020-09-16	720	1	51	0
2020-09-15	719	1	51	0
2020-09-14	718	4	51	0
2020-09-12	714	5	51	0
2020-09-11	709	1	51	0
2020-09-10	708	8	51	0
2020-09-07	700	4	51	0
2020-09-04	696	3	51	0
2020-09-03	693	1	51	0
2020-09-02	692	1	51	0
2020-09-01	691	3	51	0
2020-08-31	688	2	51	0
2020-08-28	686	2	51	0
2020-08-27	684	1	51	0
2020-08-26	683	2	51	0
2020-08-25	681	4	51	0
2020-08-24	677	2	51	0
2020-08-21	675	2	51	0
2020-08-19	673	1	51	0
2020-08-18	672	1	51	0
2020-08-17	671	2	51	0
2020-08-16	669	1	51	0
2020-08-13	668	3	51	0
2020-08-11	665	2	51	0
2020-08-10	663	1	51	0
2020-08-07	662	2	51	0
2020-08-06	660	1	51	0
2020-08-05	659	1	51	0
2020-07-31	658	1	51	0
2020-07-30	657	3	51	0
2020-07-28	654	1	51	0
2020-07-27	653	3	51	0
2020-07-22	650	4	51	0
2020-07-14	646	1	51	0
2020-07-09	645	1	51	0
2020-07-07	644	2	51	0
2020-06-30	642	1	51	0
2020-06-29	641	2	51	0
2020-06-25	639	1	51	0
2020-06-24	638	1	51	0
2020-06-22	637	1	51	0
2020-06-19	636	2	51	0
2020-06-17	634	1	51	0
2020-06-08	633	1	51	0
2020-06-03	632	1	51	0
2020-06-02	631	2	51	0
2020-05-30	629	1	51	0
2020-05-22	628	1	51	0
2020-05-20	627	2	51	0
2020-05-18	625	1	51	0
2020-05-11	624	1	51	0
2020-05-08	623	1	51	0
2020-05-07	622	2	51	0
2020-05-06	620	4	51	0
2020-05-05	616	5	51	0
2020-05-04	611	3	51	1
2020-05-02	608	3	50	0
2020-05-01	605	4	50	0
2020-04-30	601	6	50	0
2020-04-29	595	2	50	0
2020-04-28	593	10	50	0
2020-04-27	583	3	50	0
2020-04-26	580	1	50	0
2020-04-24	579	22	50	0
2020-04-23	557	10	50	1
2020-04-22	547	6	49	0
2020-04-21	541	4	49	1
2020-04-20	537	11	48	3
2020-04-17	526	40	45	0
2020-04-16	486	19	45	3
2020-04-15	467	26	42	3
2020-04-14	441	2	39	0
2020-04-12	439	15	39	3
2020-04-11	424	22	36	2
2020-04-10	402	49	34	2
2020-04-09	353	9	32	1
2020-04-08	344	67	31	0
2020-04-07	277	36	31	3
2020-04-06	241	30	28	1
2020-04-03	211	41	27	10
2020-04-02	170	21	17	2
2020-04-01	149	18	15	4
2020-03-31	131	18	11	1
2020-03-30	113	33	10	5
2020-03-27	80	16	5	3
2020-03-26	64	6	2	0
2020-03-25	58	10	2	2
2020-03-24	48	7	0	0
2020-03-23	41	9	0	0
2020-03-20	32	9	0	0
2020-03-19	23	10	0	0
2020-03-18	13	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: 0:03:05.771976