Germany: SK Berlin Treptow-Köpenick (Berlin)

• 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 12:06:49 CEST

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

overview(country="Germany", subregion="SK Berlin Treptow-Köpenick", weeks=5);

overview(country="Germany", subregion="SK Berlin Treptow-Köpenick");

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

# load the data
cases, deaths = germany_get_region(landkreis="SK Berlin Treptow-Köpenick")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Berlin Treptow-Köpenick")
print(f'Population of country="Germany", subregion="SK Berlin Treptow-Köpenick": {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 Berlin Treptow-Köpenick": 273188 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	101900	18	414	0
2023-03-03	101882	9	414	0
2023-03-02	101873	31	414	0
2023-03-01	101842	21	414	0
2023-02-28	101821	53	414	0
2023-02-27	101768	56	414	0
2023-02-24	101712	43	414	0
2023-02-23	101669	29	414	0
2023-02-22	101640	32	414	0
2023-02-21	101608	41	414	0
2023-02-20	101567	41	414	0
2023-02-17	101526	26	414	0
2023-02-16	101500	27	414	0
2023-02-15	101473	51	414	0
2023-02-14	101422	27	414	0
2023-02-13	101395	68	414	0
2023-02-10	101327	43	414	0
2023-02-09	101284	37	414	0
2023-02-08	101247	40	414	1
2023-02-07	101207	19	413	0
2023-02-06	101188	40	413	0
2023-02-03	101148	56	413	0
2023-02-02	101092	29	413	0
2023-02-01	101063	23	413	0
2023-01-31	101040	43	413	0
2023-01-30	100997	42	413	0
2023-01-27	100955	28	413	1
2023-01-26	100927	34	412	0
2023-01-25	100893	39	412	0
2023-01-24	100854	19	412	1
2023-01-23	100835	44	411	1
2023-01-20	100791	42	410	0
2023-01-19	100749	35	410	0
2023-01-18	100714	26	410	0
2023-01-17	100688	34	410	0
2023-01-16	100654	61	410	0
2023-01-13	100593	33	410	0
2023-01-12	100560	43	410	2
2023-01-11	100517	49	408	0
2023-01-10	100468	57	408	0
2023-01-09	100411	78	408	0
2023-01-06	100333	65	408	0
2023-01-05	100268	60	408	0
2023-01-04	100208	84	408	0
2023-01-03	100124	54	408	0
2023-01-02	100070	121	408	1
2022-12-30	99949	88	407	2
2022-12-29	99861	109	405	2
2022-12-28	99752	135	403	2
2022-12-27	99617	154	401	0
2022-12-23	99463	94	401	0
2022-12-22	99369	92	401	0
2022-12-21	99277	139	401	2
2022-12-20	99138	137	399	2
2022-12-19	99001	207	397	0
2022-12-16	98794	106	397	0
2022-12-15	98688	176	397	1
2022-12-14	98512	121	396	0
2022-12-13	98391	169	396	0
2022-12-12	98222	166	396	0
2022-12-10	98056	1	396	0
2022-12-09	98055	63	396	0
2022-12-08	97992	115	396	0
2022-12-07	97877	149	396	3
2022-12-06	97728	152	393	0
2022-12-05	97576	214	393	0
2022-12-03	97362	1	393	0
2022-12-02	97361	132	393	1
2022-12-01	97229	107	392	1
2022-11-30	97122	197	391	0
2022-11-29	96925	145	391	1
2022-11-28	96780	183	390	0
2022-11-25	96597	82	390	0
2022-11-24	96515	93	390	0
2022-11-23	96422	95	390	1
2022-11-22	96327	89	389	1
2022-11-21	96238	141	388	0
2022-11-18	96097	86	388	1
2022-11-17	96011	67	387	0
2022-11-16	95944	107	387	1
2022-11-15	95837	116	386	0
2022-11-14	95721	169	386	1
2022-11-11	95552	58	385	0
2022-11-10	95494	85	385	0
2022-11-09	95409	136	385	1
2022-11-08	95273	135	384	0
2022-11-07	95138	170	384	0
2022-11-04	94968	75	384	0
2022-11-03	94893	135	384	0
2022-11-02	94758	125	384	0
2022-11-01	94633	181	384	3
2022-10-31	94452	209	381	1
2022-10-28	94243	151	380	0
2022-10-27	94092	157	380	0
2022-10-26	93935	239	380	1
2022-10-25	93696	279	379	1
2022-10-24	93417	289	378	1
2022-10-21	93128	199	377	1
2022-10-20	92929	219	376	0
2022-10-19	92710	335	376	0
2022-10-18	92375	290	376	1
2022-10-17	92085	318	375	1
2022-10-14	91767	260	374	0
2022-10-13	91507	221	374	1
2022-10-12	91286	266	373	1
2022-10-11	91020	314	372	0
2022-10-10	90706	321	372	0
2022-10-07	90385	289	372	0
2022-10-06	90096	216	372	0
2022-10-05	89880	234	372	0
2022-10-04	89646	290	372	0
2022-10-03	89356	3	372	0
2022-09-30	89353	165	372	1
2022-09-29	89188	141	371	0
2022-09-28	89047	234	371	0
2022-09-27	88813	185	371	2
2022-09-26	88628	253	369	2
2022-09-23	88375	158	367	1
2022-09-22	88217	94	366	0
2022-09-21	88123	169	366	1
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2022-07-29	82718	159	357	0
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2022-07-27	82419	224	357	1
2022-07-26	82195	267	356	1
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2022-07-24	81571	1	355	0
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2021-09-11	11052	6	240	0
2021-09-10	11046	34	240	0
2021-09-09	11012	22	240	0
2021-09-08	10990	39	240	0
2021-09-07	10951	11	240	0
2021-09-06	10940	22	240	0
2021-09-05	10918	15	240	0
2021-09-04	10903	8	240	0
2021-09-03	10895	14	240	0
2021-09-02	10881	17	240	0
2021-09-01	10864	24	240	0
2021-08-31	10840	31	240	0
2021-08-30	10809	21	240	0
2021-08-28	10788	11	240	0
2021-08-27	10777	29	240	0
2021-08-26	10748	23	240	0
2021-08-25	10725	40	240	0
2021-08-24	10685	20	240	0
2021-08-23	10665	8	240	0
2021-08-21	10657	11	240	0
2021-08-20	10646	16	240	0
2021-08-19	10630	29	240	0
2021-08-18	10601	16	240	1
2021-08-17	10585	18	239	0
2021-08-16	10567	17	239	0
2021-08-14	10550	9	239	0
2021-08-13	10541	8	239	0
2021-08-12	10533	7	239	0
2021-08-11	10526	17	239	0
2021-08-10	10509	19	239	0
2021-08-09	10490	20	239	0
2021-08-07	10470	5	239	0
2021-08-06	10465	8	239	0
2021-08-05	10457	13	239	0
2021-08-04	10444	9	239	0
2021-08-03	10435	12	239	0
2021-08-02	10423	15	239	0
2021-07-30	10408	4	239	0
2021-07-29	10404	9	239	0
2021-07-28	10395	3	239	0
2021-07-27	10392	3	239	0
2021-07-26	10389	6	239	0
2021-07-25	10383	1	239	0
2021-07-22	10382	7	239	0
2021-07-21	10375	9	239	0
2021-07-20	10366	5	239	0
2021-07-19	10361	6	239	0
2021-07-16	10355	8	239	0
2021-07-15	10347	5	239	0
2021-07-14	10342	4	239	0
2021-07-13	10338	4	239	0
2021-07-12	10334	3	239	0
2021-07-11	10331	1	239	0
2021-07-09	10330	1	239	0
2021-07-08	10329	2	239	0
2021-07-07	10327	3	239	0
2021-07-06	10324	5	239	0
2021-07-02	10319	2	239	0
2021-07-01	10317	1	239	0
2021-06-30	10316	3	239	0
2021-06-29	10313	3	239	0
2021-06-28	10310	5	239	0
2021-06-25	10305	2	239	0
2021-06-24	10303	9	239	0
2021-06-22	10294	1	239	0
2021-06-21	10293	5	239	0
2021-06-18	10288	1	239	0
2021-06-17	10287	4	239	0
2021-06-16	10283	2	239	0
2021-06-15	10281	5	239	0
2021-06-14	10276	2	239	0
2021-06-11	10274	3	239	0
2021-06-10	10271	7	239	0
2021-06-09	10264	7	239	0
2021-06-08	10257	2	239	0
2021-06-07	10255	8	239	0
2021-06-04	10247	6	239	0
2021-06-03	10241	11	239	0
2021-06-02	10230	7	239	0
2021-06-01	10223	3	239	0
2021-05-31	10220	15	239	0
2021-05-28	10205	8	239	0
2021-05-27	10197	17	239	0
2021-05-26	10180	21	239	0
2021-05-25	10159	30	239	0
2021-05-21	10129	17	239	0
2021-05-20	10112	10	239	0
2021-05-19	10102	28	239	0
2021-05-18	10074	21	239	0
2021-05-17	10053	23	239	0
2021-05-16	10030	1	239	0
2021-05-14	10029	39	239	0
2021-05-12	9990	39	239	0
2021-05-11	9951	37	239	0
2021-05-10	9914	34	239	3
2021-05-07	9880	41	236	0
2021-05-06	9839	44	236	0
2021-05-05	9795	53	236	0
2021-05-04	9742	21	236	0
2021-05-03	9721	47	236	0
2021-04-30	9674	14	236	0
2021-04-29	9660	55	236	0
2021-04-28	9605	65	236	0
2021-04-27	9540	58	236	1
2021-04-26	9482	48	235	1
2021-04-23	9434	33	234	0
2021-04-22	9401	52	234	0
2021-04-21	9349	64	234	0
2021-04-20	9285	56	234	0
2021-04-19	9229	32	234	1
2021-04-16	9197	54	233	0
2021-04-15	9143	47	233	0
2021-04-14	9096	66	233	0
2021-04-13	9030	52	233	0
2021-04-12	8978	89	233	1
2021-04-09	8889	105	232	0
2021-04-08	8784	85	232	0
2021-04-07	8699	35	232	0
2021-04-06	8664	36	232	1
2021-04-03	8628	51	231	0
2021-04-01	8577	59	231	0
2021-03-31	8518	68	231	0
2021-03-30	8450	82	231	0
2021-03-29	8368	60	231	1
2021-03-26	8308	91	230	0
2021-03-25	8217	55	230	0
2021-03-24	8162	88	230	2
2021-03-23	8074	47	228	1
2021-03-22	8027	88	227	2
2021-03-19	7939	61	225	2
2021-03-18	7878	44	223	0
2021-03-17	7834	42	223	0
2021-03-16	7792	23	223	0
2021-03-15	7769	62	223	1
2021-03-12	7707	59	222	0
2021-03-11	7648	35	222	0
2021-03-10	7613	44	222	4
2021-03-09	7569	37	218	2
2021-03-05	7532	31	216	3
2021-03-04	7501	42	213	0
2021-03-03	7459	45	213	2
2021-03-02	7414	48	211	2
2021-03-01	7366	31	209	0
2021-02-28	7335	1	209	0
2021-02-26	7334	17	209	0
2021-02-25	7317	36	209	2
2021-02-24	7281	31	207	1
2021-02-23	7250	35	206	2
2021-02-22	7215	52	204	1
2021-02-19	7163	17	203	1
2021-02-18	7146	35	202	0
2021-02-17	7111	28	202	0
2021-02-16	7083	31	202	1
2021-02-15	7052	57	201	1
2021-02-12	6995	23	200	2
2021-02-11	6972	38	198	0
2021-02-10	6934	20	198	1
2021-02-09	6914	40	197	3
2021-02-08	6874	52	194	0
2021-02-05	6822	20	194	0
2021-02-04	6802	15	194	0
2021-02-03	6787	42	194	1
2021-02-02	6745	47	193	3
2021-02-01	6698	54	190	1
2021-01-29	6644	36	189	5
2021-01-28	6608	29	184	2
2021-01-27	6579	68	182	5
2021-01-26	6511	72	177	2
2021-01-25	6439	53	175	0
2021-01-22	6386	55	175	2
2021-01-21	6331	42	173	1
2021-01-20	6289	38	172	1
2021-01-19	6251	80	171	1
2021-01-18	6171	97	170	5
2021-01-15	6074	106	165	2
2021-01-14	5968	79	163	1
2021-01-13	5889	61	162	1
2021-01-12	5828	116	161	7
2021-01-11	5712	161	154	5
2021-01-08	5551	119	149	1
2021-01-07	5432	157	148	13
2021-01-06	5275	104	135	5
2021-01-05	5171	127	130	4
2021-01-04	5044	131	126	4
2021-01-02	4913	103	122	5
2020-12-30	4810	43	117	0
2020-12-29	4767	26	117	0
2020-12-28	4741	48	117	0
2020-12-26	4693	109	117	8
2020-12-23	4584	82	109	6
2020-12-22	4502	111	103	7
2020-12-21	4391	94	96	2
2020-12-18	4297	155	94	10
2020-12-17	4142	110	84	0
2020-12-16	4032	86	84	3
2020-12-15	3946	128	81	1
2020-12-14	3818	113	80	8
2020-12-11	3705	91	72	4
2020-12-10	3614	78	68	1
2020-12-09	3536	133	67	9
2020-12-08	3403	94	58	4
2020-12-07	3309	174	54	6
2020-12-04	3135	87	48	2
2020-12-03	3048	70	46	5
2020-12-02	2978	81	41	3
2020-12-01	2897	68	38	4
2020-11-30	2829	75	34	2
2020-11-27	2754	46	32	1
2020-11-26	2708	69	31	1
2020-11-25	2639	61	30	2
2020-11-24	2578	97	28	1
2020-11-23	2481	71	27	1
2020-11-20	2410	101	26	1
2020-11-19	2309	84	25	1
2020-11-18	2225	101	24	0
2020-11-17	2124	78	24	0
2020-11-16	2046	62	24	2
2020-11-13	1984	88	22	0
2020-11-12	1896	89	22	0
2020-11-11	1807	68	22	1
2020-11-10	1739	37	21	0
2020-11-09	1702	70	21	2
2020-11-06	1632	80	19	1
2020-11-05	1552	53	18	0
2020-11-04	1499	69	18	1
2020-11-03	1430	42	17	0
2020-11-02	1388	67	17	2
2020-10-30	1321	80	15	1
2020-10-29	1241	43	14	1
2020-10-28	1198	76	13	0
2020-10-27	1122	33	13	0
2020-10-26	1089	42	13	1
2020-10-23	1047	38	12	0
2020-10-22	1009	38	12	0
2020-10-21	971	35	12	0
2020-10-20	936	41	12	0
2020-10-19	895	35	12	0
2020-10-16	860	20	12	0
2020-10-15	840	43	12	1
2020-10-14	797	18	11	0
2020-10-13	779	21	11	0
2020-10-12	758	29	11	0
2020-10-09	729	15	11	0
2020-10-08	714	22	11	0
2020-10-07	692	17	11	0
2020-10-06	675	8	11	0
2020-10-05	667	20	11	0
2020-10-02	647	31	11	0
2020-10-01	616	15	11	0
2020-09-30	601	12	11	0
2020-09-29	589	12	11	1
2020-09-28	577	8	10	1
2020-09-25	569	6	9	0
2020-09-24	563	13	9	0
2020-09-23	550	5	9	0
2020-09-22	545	2	9	0
2020-09-21	543	5	9	0
2020-09-18	538	6	9	0
2020-09-17	532	2	9	0
2020-09-16	530	10	9	0
2020-09-15	520	5	9	0
2020-09-14	515	2	9	0
2020-09-10	513	4	9	0
2020-09-09	509	5	9	0
2020-09-08	504	2	9	0
2020-09-07	502	4	9	0
2020-09-04	498	3	9	0
2020-09-02	495	7	9	0
2020-09-01	488	1	9	0
2020-08-31	487	4	9	0
2020-08-27	483	2	9	0
2020-08-26	481	2	9	0
2020-08-25	479	2	9	0
2020-08-24	477	3	9	0
2020-08-21	474	3	9	0
2020-08-20	471	4	9	0
2020-08-19	467	4	9	0
2020-08-18	463	1	9	0
2020-08-17	462	2	9	0
2020-08-13	460	9	9	0
2020-08-12	451	7	9	0
2020-08-10	444	3	9	0
2020-08-07	441	4	9	0
2020-08-06	437	6	9	0
2020-08-05	431	2	9	0
2020-08-04	429	5	9	0
2020-08-03	424	6	9	0
2020-07-31	418	1	9	0
2020-07-30	417	1	9	0
2020-07-29	416	1	9	0
2020-07-28	415	1	9	0
2020-07-24	414	1	9	0
2020-07-23	413	4	9	0
2020-07-17	409	1	9	0
2020-07-15	408	1	9	0
2020-07-10	407	2	9	0
2020-07-03	405	3	9	0
2020-07-02	402	2	9	0
2020-06-29	400	1	9	0
2020-06-26	399	1	9	0
2020-06-25	398	2	9	0
2020-06-24	396	3	9	0
2020-06-23	393	5	9	0
2020-06-22	388	4	9	0
2020-06-19	384	1	9	0
2020-06-18	383	6	9	0
2020-06-17	377	6	9	0
2020-06-16	371	3	9	0
2020-06-15	368	7	9	0
2020-06-12	361	1	9	0
2020-06-11	360	1	9	0
2020-06-08	359	7	9	0
2020-05-29	352	2	9	0
2020-05-27	350	1	9	0
2020-05-26	349	3	9	0
2020-05-25	346	1	9	0
2020-05-22	345	1	9	0
2020-05-19	344	2	9	0
2020-05-18	342	2	9	0
2020-05-15	340	1	9	0
2020-05-14	339	2	9	1
2020-05-13	337	4	8	0
2020-05-12	333	1	8	0
2020-05-11	332	1	8	0
2020-05-09	331	1	8	0
2020-05-07	330	10	8	0
2020-05-05	320	2	8	0
2020-05-04	318	2	8	0
2020-05-02	316	1	8	0
2020-05-01	315	2	8	0
2020-04-30	313	6	8	0
2020-04-29	307	6	8	0
2020-04-28	301	1	8	0
2020-04-27	300	4	8	0
2020-04-26	296	5	8	0
2020-04-25	291	3	8	1
2020-04-24	288	5	7	0
2020-04-23	283	8	7	1
2020-04-22	275	2	6	1
2020-04-21	273	4	5	0
2020-04-20	269	1	5	0
2020-04-19	268	1	5	0
2020-04-18	267	12	5	0
2020-04-17	255	3	5	0
2020-04-16	252	1	5	0
2020-04-15	251	1	5	0
2020-04-14	250	7	5	0
2020-04-13	243	2	5	0
2020-04-11	241	3	5	0
2020-04-10	238	3	5	0
2020-04-09	235	11	5	0
2020-04-08	224	11	5	0
2020-04-07	213	13	5	0
2020-04-06	200	6	5	0
2020-04-05	194	3	5	0
2020-04-04	191	1	5	0
2020-04-03	190	16	5	0
2020-04-02	174	9	5	1
2020-04-01	165	6	4	0
2020-03-31	159	8	4	0
2020-03-30	151	8	4	1
2020-03-29	143	6	3	0
2020-03-28	137	7	3	0
2020-03-27	130	11	3	0
2020-03-26	119	13	3	0
2020-03-25	106	17	3	1
2020-03-24	89	15	2	2
2020-03-23	74	12	0	0
2020-03-22	62	2	0	0
2020-03-21	60	1	0	0
2020-03-20	59	15	0	0
2020-03-19	44	13	0	0
2020-03-18	31	8	0	0
2020-03-17	23	9	0	0
2020-03-16	14	4	0	0
2020-03-13	10	3	0	0
2020-03-12	7	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: 0:03:04.297856