Germany: SK Berlin Charlottenburg-Wilmersdorf (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 12:13:30 CEST

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

overview(country="Germany", subregion="SK Berlin Charlottenburg-Wilmersdorf", weeks=5);

overview(country="Germany", subregion="SK Berlin Charlottenburg-Wilmersdorf");

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Berlin Charlottenburg-Wilmersdorf")
print(f'Population of country="Germany", subregion="SK Berlin Charlottenburg-Wilmersdorf": {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 Charlottenburg-Wilmersdorf": 317229 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	112520	34	482	0
2023-03-03	112486	5	482	0
2023-03-02	112481	23	482	0
2023-03-01	112458	45	482	0
2023-02-28	112413	40	482	0
2023-02-27	112373	45	482	0
2023-02-24	112328	31	482	0
2023-02-23	112297	40	482	0
2023-02-22	112257	32	482	0
2023-02-21	112225	59	482	0
2023-02-20	112166	53	482	0
2023-02-17	112113	34	482	0
2023-02-16	112079	23	482	0
2023-02-15	112056	31	482	0
2023-02-14	112025	21	482	0
2023-02-13	112004	71	482	0
2023-02-10	111933	22	482	1
2023-02-09	111911	19	481	0
2023-02-08	111892	40	481	0
2023-02-07	111852	23	481	1
2023-02-06	111829	44	480	0
2023-02-03	111785	15	480	0
2023-02-02	111770	26	480	0
2023-02-01	111744	25	480	0
2023-01-31	111719	50	480	0
2023-01-30	111669	37	480	0
2023-01-27	111632	21	480	0
2023-01-26	111611	17	480	0
2023-01-25	111594	30	480	0
2023-01-24	111564	24	480	0
2023-01-23	111540	42	480	0
2023-01-20	111498	24	480	0
2023-01-19	111474	11	480	0
2023-01-18	111463	30	480	1
2023-01-17	111433	31	479	0
2023-01-16	111402	68	479	0
2023-01-13	111334	32	479	0
2023-01-12	111302	40	479	0
2023-01-11	111262	48	479	0
2023-01-10	111214	31	479	0
2023-01-09	111183	111	479	0
2023-01-06	111072	36	479	0
2023-01-05	111036	52	479	0
2023-01-04	110984	59	479	0
2023-01-03	110925	98	479	1
2023-01-02	110827	110	478	2
2022-12-30	110717	63	476	0
2022-12-29	110654	118	476	0
2022-12-28	110536	122	476	0
2022-12-27	110414	192	476	2
2022-12-23	110222	93	474	0
2022-12-22	110129	141	474	0
2022-12-21	109988	217	474	3
2022-12-20	109771	235	471	1
2022-12-19	109536	166	470	1
2022-12-16	109370	99	469	2
2022-12-15	109271	76	467	0
2022-12-14	109195	185	467	0
2022-12-13	109010	145	467	0
2022-12-12	108865	241	467	1
2022-12-09	108624	39	466	0
2022-12-08	108585	132	466	2
2022-12-07	108453	115	464	1
2022-12-06	108338	143	463	1
2022-12-05	108195	170	462	0
2022-12-02	108025	102	462	0
2022-12-01	107923	150	462	3
2022-11-30	107773	149	459	0
2022-11-29	107624	135	459	0
2022-11-28	107489	151	459	1
2022-11-25	107338	81	458	0
2022-11-24	107257	96	458	0
2022-11-23	107161	86	458	0
2022-11-22	107075	148	458	0
2022-11-21	106927	95	458	1
2022-11-18	106832	47	457	0
2022-11-17	106785	67	457	1
2022-11-16	106718	82	456	0
2022-11-15	106636	106	456	1
2022-11-14	106530	96	455	0
2022-11-11	106434	65	455	0
2022-11-10	106369	89	455	0
2022-11-09	106280	91	455	0
2022-11-08	106189	121	455	1
2022-11-07	106068	140	454	0
2022-11-05	105928	1	454	0
2022-11-04	105927	80	454	0
2022-11-03	105847	81	454	0
2022-11-02	105766	142	454	0
2022-11-01	105624	162	454	1
2022-10-31	105462	179	453	0
2022-10-28	105283	90	453	0
2022-10-27	105193	155	453	1
2022-10-26	105038	192	452	0
2022-10-25	104846	243	452	0
2022-10-24	104603	225	452	0
2022-10-22	104378	39	452	0
2022-10-21	104339	134	452	0
2022-10-20	104205	214	452	3
2022-10-19	103991	390	449	0
2022-10-18	103601	371	449	1
2022-10-17	103230	437	448	2
2022-10-14	102793	220	446	1
2022-10-13	102573	266	445	2
2022-10-12	102307	352	443	2
2022-10-11	101955	344	441	0
2022-10-10	101611	344	441	0
2022-10-07	101267	194	441	0
2022-10-06	101073	194	441	0
2022-10-05	100879	199	441	0
2022-10-04	100680	212	441	1
2022-09-30	100468	149	440	1
2022-09-29	100319	176	439	1
2022-09-28	100143	155	438	0
2022-09-27	99988	198	438	0
2022-09-26	99790	202	438	0
2022-09-25	99588	2	438	0
2022-09-23	99586	99	438	0
2022-09-22	99487	105	438	1
2022-09-21	99382	141	437	1
2022-09-20	99241	129	436	0
2022-09-19	99112	118	436	0
2022-09-16	98994	118	436	0
2022-09-15	98876	60	436	0
2022-09-14	98816	147	436	0
2022-09-13	98669	116	436	0
2022-09-12	98553	118	436	0
2022-09-11	98435	2	436	0
2022-09-10	98433	1	436	0
2022-09-09	98432	83	436	0
2022-09-08	98349	92	436	1
2022-09-07	98257	80	435	0
2022-09-06	98177	73	435	0
2022-09-05	98104	136	435	0
2022-09-03	97968	6	435	0
2022-09-02	97962	64	435	0
2022-09-01	97898	96	435	0
2022-08-31	97802	114	435	0
2022-08-30	97688	150	435	1
2022-08-29	97538	143	434	0
2022-08-26	97395	124	434	0
2022-08-25	97271	163	434	0
2022-08-24	97108	303	434	0
2022-08-23	96805	85	434	0
2022-08-22	96720	92	434	1
2022-08-19	96628	73	433	0
2022-08-18	96555	95	433	0
2022-08-17	96460	124	433	0
2022-08-16	96336	135	433	0
2022-08-15	96201	171	433	3
2022-08-12	96030	108	430	0
2022-08-11	95922	144	430	1
2022-08-10	95778	237	429	0
2022-08-09	95541	188	429	0
2022-08-08	95353	138	429	2
2022-08-07	95215	1	427	0
2022-08-06	95214	1	427	0
2022-08-05	95213	160	427	1
2022-08-04	95053	131	426	0
2022-08-03	94922	187	426	0
2022-08-02	94735	231	426	0
2022-08-01	94504	211	426	0
2022-07-31	94293	1	426	0
2022-07-30	94292	2	426	0
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2022-07-27	93910	210	426	0
2022-07-26	93700	262	426	2
2022-07-25	93438	228	424	0
2022-07-23	93210	1	424	0
2022-07-22	93209	196	424	1
2022-07-21	93013	201	423	1
2022-07-20	92812	289	422	1
2022-07-19	92523	232	421	0
2022-07-18	92291	308	421	1
2022-07-16	91983	15	420	0
2022-07-15	91968	183	420	0
2022-07-14	91785	378	420	0
2022-07-13	91407	347	420	1
2022-07-12	91060	281	419	0
2022-07-11	90779	242	419	0
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2022-06-30	88732	383	418	1
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2021-09-13	17201	80	326	1
2021-09-10	17121	39	325	0
2021-09-09	17082	41	325	0
2021-09-08	17041	64	325	0
2021-09-07	16977	51	325	0
2021-09-06	16926	52	325	0
2021-09-04	16874	33	325	0
2021-09-03	16841	40	325	0
2021-09-02	16801	34	325	0
2021-09-01	16767	54	325	0
2021-08-31	16713	64	325	0
2021-08-30	16649	72	325	0
2021-08-28	16577	2	325	0
2021-08-27	16575	36	325	0
2021-08-26	16539	42	325	0
2021-08-25	16497	41	325	0
2021-08-24	16456	56	325	1
2021-08-23	16400	75	324	0
2021-08-20	16325	30	324	0
2021-08-19	16295	35	324	0
2021-08-18	16260	41	324	0
2021-08-17	16219	62	324	0
2021-08-16	16157	97	324	1
2021-08-13	16060	41	323	0
2021-08-12	16019	37	323	0
2021-08-11	15982	55	323	0
2021-08-10	15927	39	323	0
2021-08-09	15888	59	323	0
2021-08-06	15829	20	323	1
2021-08-05	15809	17	322	0
2021-08-04	15792	32	322	0
2021-08-03	15760	18	322	0
2021-08-02	15742	40	322	0
2021-07-30	15702	9	322	0
2021-07-29	15693	17	322	0
2021-07-28	15676	18	322	0
2021-07-27	15658	30	322	0
2021-07-26	15628	46	322	0
2021-07-24	15582	1	322	0
2021-07-23	15581	13	322	0
2021-07-22	15568	19	322	0
2021-07-21	15549	27	322	0
2021-07-20	15522	27	322	0
2021-07-19	15495	29	322	0
2021-07-16	15466	22	322	0
2021-07-15	15444	18	322	0
2021-07-14	15426	9	322	0
2021-07-13	15417	12	322	0
2021-07-12	15405	14	322	0
2021-07-09	15391	10	322	0
2021-07-08	15381	5	322	0
2021-07-07	15376	7	322	0
2021-07-06	15369	9	322	0
2021-07-05	15360	12	322	0
2021-07-03	15348	1	322	0
2021-07-02	15347	3	322	0
2021-07-01	15344	8	322	0
2021-06-30	15336	2	322	0
2021-06-29	15334	9	322	0
2021-06-28	15325	3	322	0
2021-06-25	15322	2	322	0
2021-06-24	15320	5	322	0
2021-06-23	15315	3	322	0
2021-06-22	15312	2	322	1
2021-06-21	15310	4	321	0
2021-06-19	15306	3	321	0
2021-06-18	15303	2	321	0
2021-06-17	15301	1	321	0
2021-06-16	15300	6	321	0
2021-06-15	15294	5	321	0
2021-06-14	15289	7	321	0
2021-06-12	15282	1	321	0
2021-06-11	15281	8	321	0
2021-06-10	15273	6	321	0
2021-06-09	15267	13	321	0
2021-06-08	15254	10	321	0
2021-06-07	15244	23	321	0
2021-06-05	15221	4	321	0
2021-06-04	15217	11	321	0
2021-06-03	15206	20	321	0
2021-06-02	15186	19	321	1
2021-06-01	15167	10	320	0
2021-05-31	15157	9	320	0
2021-05-29	15148	6	320	0
2021-05-28	15142	18	320	0
2021-05-27	15124	22	320	0
2021-05-26	15102	14	320	0
2021-05-25	15088	7	320	0
2021-05-24	15081	10	320	0
2021-05-22	15071	15	320	0
2021-05-21	15056	14	320	0
2021-05-20	15042	30	320	0
2021-05-19	15012	21	320	0
2021-05-18	14991	32	320	0
2021-05-17	14959	26	320	0
2021-05-15	14933	45	320	0
2021-05-14	14888	39	320	0
2021-05-12	14849	69	320	0
2021-05-11	14780	28	320	1
2021-05-10	14752	50	319	0
2021-05-09	14702	1	319	0
2021-05-08	14701	12	319	0
2021-05-07	14689	51	319	1
2021-05-06	14638	40	318	0
2021-05-05	14598	63	318	0
2021-05-04	14535	87	318	0
2021-05-03	14448	81	318	0
2021-05-01	14367	30	318	0
2021-04-30	14337	43	318	1
2021-04-29	14294	64	317	0
2021-04-28	14230	73	317	0
2021-04-27	14157	91	317	0
2021-04-26	14066	133	317	1
2021-04-24	13933	32	316	0
2021-04-23	13901	66	316	0
2021-04-22	13835	60	316	0
2021-04-21	13775	63	316	0
2021-04-20	13712	90	316	0
2021-04-19	13622	111	316	3
2021-04-17	13511	44	313	0
2021-04-16	13467	71	313	1
2021-04-15	13396	120	312	1
2021-04-14	13276	85	311	0
2021-04-13	13191	74	311	0
2021-04-12	13117	72	311	1
2021-04-10	13045	38	310	0
2021-04-09	13007	49	310	1
2021-04-08	12958	69	309	0
2021-04-07	12889	69	309	1
2021-04-06	12820	41	308	0
2021-04-05	12779	69	308	0
2021-04-03	12710	110	308	3
2021-04-02	12600	1	305	0
2021-04-01	12599	86	305	2
2021-03-31	12513	90	303	0
2021-03-30	12423	98	303	4
2021-03-29	12325	80	299	0
2021-03-27	12245	21	299	0
2021-03-26	12224	78	299	0
2021-03-25	12146	79	299	1
2021-03-24	12067	73	298	0
2021-03-23	11994	60	298	0
2021-03-22	11934	87	298	0
2021-03-20	11847	31	298	1
2021-03-19	11816	60	297	0
2021-03-18	11756	42	297	0
2021-03-17	11714	66	297	1
2021-03-16	11648	63	296	1
2021-03-15	11585	43	295	0
2021-03-13	11542	41	295	1
2021-03-12	11501	40	294	0
2021-03-11	11461	53	294	0
2021-03-10	11408	46	294	0
2021-03-09	11362	62	294	2
2021-03-06	11300	20	292	1
2021-03-05	11280	29	291	0
2021-03-04	11251	41	291	1
2021-03-03	11210	62	290	0
2021-03-02	11148	42	290	1
2021-03-01	11106	35	289	2
2021-02-27	11071	12	287	0
2021-02-26	11059	52	287	3
2021-02-25	11007	49	284	2
2021-02-24	10958	53	282	0
2021-02-23	10905	44	282	1
2021-02-22	10861	35	281	4
2021-02-20	10826	26	277	0
2021-02-19	10800	31	277	0
2021-02-18	10769	27	277	1
2021-02-17	10742	67	276	1
2021-02-16	10675	18	275	0
2021-02-15	10657	39	275	3
2021-02-13	10618	15	272	3
2021-02-12	10603	30	269	1
2021-02-11	10573	33	268	2
2021-02-10	10540	28	266	1
2021-02-09	10512	22	265	1
2021-02-08	10490	33	264	3
2021-02-06	10457	17	261	1
2021-02-05	10440	27	260	3
2021-02-04	10413	53	257	1
2021-02-03	10360	26	256	0
2021-02-02	10334	37	256	2
2021-02-01	10297	23	254	0
2021-01-31	10274	19	254	0
2021-01-30	10255	40	254	2
2021-01-29	10215	35	252	1
2021-01-28	10180	48	251	2
2021-01-27	10132	39	249	0
2021-01-26	10093	44	249	0
2021-01-25	10049	62	249	2
2021-01-24	9987	4	247	0
2021-01-23	9983	19	247	4
2021-01-22	9964	64	243	2
2021-01-21	9900	53	241	1
2021-01-20	9847	59	240	0
2021-01-19	9788	67	240	3
2021-01-18	9721	48	237	2
2021-01-17	9673	42	235	2
2021-01-16	9631	30	233	2
2021-01-15	9601	62	231	3
2021-01-14	9539	62	228	2
2021-01-13	9477	78	226	2
2021-01-12	9399	92	224	6
2021-01-11	9307	74	218	5
2021-01-10	9233	50	213	7
2021-01-09	9183	89	206	1
2021-01-08	9094	108	205	2
2021-01-07	8986	161	203	2
2021-01-06	8825	116	201	4
2021-01-05	8709	138	197	10
2021-01-04	8571	105	187	4
2021-01-03	8466	13	183	1
2021-01-02	8453	108	182	4
2020-12-31	8345	63	178	1
2020-12-30	8282	117	177	5
2020-12-29	8165	94	172	6
2020-12-28	8071	92	166	9
2020-12-27	7979	22	157	1
2020-12-26	7957	112	156	7
2020-12-24	7845	40	149	1
2020-12-23	7805	162	148	8
2020-12-22	7643	71	140	2
2020-12-21	7572	102	138	1
2020-12-20	7470	43	137	0
2020-12-19	7427	78	137	3
2020-12-18	7349	92	134	1
2020-12-17	7257	137	133	7
2020-12-16	7120	118	126	3
2020-12-15	7002	70	123	4
2020-12-14	6932	102	119	0
2020-12-13	6830	67	119	1
2020-12-12	6763	65	118	9
2020-12-11	6698	126	109	2
2020-12-10	6572	98	107	5
2020-12-09	6474	96	102	4
2020-12-08	6378	67	98	1
2020-12-07	6311	51	97	3
2020-12-06	6260	46	94	2
2020-12-05	6214	62	92	0
2020-12-04	6152	87	92	3
2020-12-03	6065	120	89	3
2020-12-02	5945	108	86	1
2020-12-01	5837	89	85	3
2020-11-30	5748	62	82	1
2020-11-29	5686	52	81	5
2020-11-28	5634	40	76	2
2020-11-27	5594	83	74	2
2020-11-26	5511	128	72	4
2020-11-25	5383	123	68	4
2020-11-24	5260	99	64	2
2020-11-23	5161	66	62	0
2020-11-22	5095	55	62	0
2020-11-21	5040	64	62	0
2020-11-20	4976	105	62	2
2020-11-19	4871	109	60	1
2020-11-18	4762	120	59	1
2020-11-17	4642	144	58	1
2020-11-16	4498	136	57	1
2020-11-15	4362	49	56	0
2020-11-14	4313	35	56	0
2020-11-13	4278	92	56	2
2020-11-12	4186	125	54	2
2020-11-11	4061	138	52	1
2020-11-10	3923	124	51	1
2020-11-09	3799	169	50	7
2020-11-08	3630	35	43	0
2020-11-07	3595	52	43	0
2020-11-06	3543	116	43	1
2020-11-05	3427	119	42	2
2020-11-04	3308	105	40	1
2020-11-03	3203	131	39	3
2020-11-02	3072	85	36	1
2020-11-01	2987	31	35	1
2020-10-31	2956	86	34	1
2020-10-30	2870	50	33	1
2020-10-29	2820	103	32	0
2020-10-28	2717	73	32	0
2020-10-27	2644	82	32	1
2020-10-26	2562	117	31	1
2020-10-25	2445	25	30	0
2020-10-24	2420	30	30	0
2020-10-23	2390	80	30	0
2020-10-22	2310	73	30	0
2020-10-21	2237	51	30	0
2020-10-20	2186	65	30	0
2020-10-19	2121	79	30	4
2020-10-17	2042	19	26	0
2020-10-16	2023	70	26	1
2020-10-15	1953	60	25	1
2020-10-14	1893	59	24	0
2020-10-13	1834	47	24	0
2020-10-12	1787	38	24	0
2020-10-10	1749	27	24	0
2020-10-09	1722	41	24	1
2020-10-08	1681	35	23	0
2020-10-07	1646	35	23	0
2020-10-06	1611	29	23	0
2020-10-05	1582	31	23	0
2020-10-03	1551	16	23	0
2020-10-02	1535	15	23	0
2020-10-01	1520	39	23	0
2020-09-30	1481	37	23	0
2020-09-29	1444	17	23	0
2020-09-28	1427	24	23	0
2020-09-26	1403	8	23	0
2020-09-25	1395	27	23	0
2020-09-24	1368	19	23	0
2020-09-23	1349	14	23	0
2020-09-22	1335	24	23	0
2020-09-21	1311	23	23	0
2020-09-19	1288	14	23	0
2020-09-18	1274	23	23	0
2020-09-17	1251	16	23	0
2020-09-16	1235	13	23	0
2020-09-15	1222	10	23	0
2020-09-14	1212	7	23	0
2020-09-12	1205	2	23	0
2020-09-11	1203	8	23	0
2020-09-10	1195	8	23	0
2020-09-09	1187	10	23	0
2020-09-08	1177	3	23	0
2020-09-07	1174	12	23	0
2020-09-05	1162	3	23	0
2020-09-04	1159	7	23	0
2020-09-03	1152	6	23	0
2020-09-02	1146	12	23	0
2020-09-01	1134	10	23	0
2020-08-31	1124	10	23	0
2020-08-29	1114	10	23	0
2020-08-28	1104	4	23	0
2020-08-27	1100	7	23	0
2020-08-26	1093	4	23	0
2020-08-25	1089	11	23	0
2020-08-24	1078	5	23	0
2020-08-22	1073	4	23	0
2020-08-21	1069	6	23	0
2020-08-20	1063	10	23	0
2020-08-19	1053	10	23	0
2020-08-18	1043	1	23	0
2020-08-17	1042	17	23	0
2020-08-16	1025	1	23	0
2020-08-15	1024	3	23	0
2020-08-14	1021	6	23	0
2020-08-13	1015	7	23	0
2020-08-12	1008	7	23	0
2020-08-11	1001	10	23	0
2020-08-10	991	9	23	0
2020-08-07	982	3	23	0
2020-08-06	979	6	23	0
2020-08-05	973	16	23	0
2020-08-04	957	8	23	0
2020-08-03	949	11	23	0
2020-07-31	938	6	23	0
2020-07-30	932	3	23	0
2020-07-29	929	6	23	0
2020-07-28	923	6	23	0
2020-07-27	917	3	23	0
2020-07-24	914	7	23	0
2020-07-23	907	2	23	0
2020-07-22	905	5	23	0
2020-07-21	900	1	23	0
2020-07-20	899	2	23	0
2020-07-18	897	9	23	0
2020-07-16	888	4	23	0
2020-07-15	884	2	23	0
2020-07-14	882	2	23	0
2020-07-13	880	1	23	0
2020-07-10	879	2	23	0
2020-07-09	877	2	23	0
2020-07-08	875	1	23	0
2020-07-07	874	3	23	0
2020-07-06	871	2	23	0
2020-07-04	869	2	23	0
2020-07-03	867	2	23	0
2020-07-02	865	3	23	0
2020-07-01	862	3	23	0
2020-06-30	859	4	23	1
2020-06-29	855	3	22	0
2020-06-26	852	3	22	0
2020-06-25	849	5	22	0
2020-06-24	844	4	22	0
2020-06-23	840	3	22	0
2020-06-22	837	6	22	0
2020-06-20	831	5	22	0
2020-06-19	826	13	22	0
2020-06-18	813	10	22	0
2020-06-17	803	4	22	0
2020-06-16	799	7	22	0
2020-06-13	792	3	22	0
2020-06-12	789	3	22	0
2020-06-11	786	9	22	0
2020-06-10	777	2	22	0
2020-06-09	775	2	22	0
2020-06-08	773	2	22	0
2020-06-05	771	2	22	0
2020-06-04	769	4	22	0
2020-06-03	765	1	22	0
2020-05-31	764	1	22	0
2020-05-30	763	2	22	0
2020-05-29	761	1	22	0
2020-05-28	760	4	22	0
2020-05-27	756	1	22	0
2020-05-25	755	1	22	0
2020-05-24	754	1	22	0
2020-05-23	753	1	22	0
2020-05-22	752	2	22	0
2020-05-21	750	3	22	0
2020-05-20	747	5	22	0
2020-05-19	742	1	22	0
2020-05-16	741	2	22	0
2020-05-15	739	1	22	0
2020-05-14	738	3	22	0
2020-05-13	735	7	22	0
2020-05-12	728	3	22	0
2020-05-11	725	2	22	0
2020-05-09	723	5	22	0
2020-05-07	718	4	22	0
2020-05-06	714	4	22	0
2020-05-05	710	4	22	0
2020-05-04	706	3	22	0
2020-05-03	703	3	22	0
2020-05-02	700	2	22	0
2020-05-01	698	3	22	0
2020-04-30	695	1	22	0
2020-04-29	694	4	22	0
2020-04-28	690	4	22	1
2020-04-27	686	5	21	0
2020-04-26	681	4	21	1
2020-04-25	677	4	20	0
2020-04-24	673	5	20	1
2020-04-23	668	13	19	0
2020-04-22	655	7	19	1
2020-04-21	648	9	18	1
2020-04-20	639	2	17	0
2020-04-19	637	5	17	0
2020-04-18	632	4	17	0
2020-04-17	628	8	17	0
2020-04-16	620	14	17	1
2020-04-15	606	14	16	1
2020-04-14	592	7	15	0
2020-04-13	585	5	15	1
2020-04-12	580	7	14	0
2020-04-11	573	3	14	0
2020-04-10	570	7	14	0
2020-04-09	563	13	14	1
2020-04-08	550	20	13	0
2020-04-07	530	42	13	5
2020-04-06	488	19	8	1
2020-04-05	469	5	7	0
2020-04-04	464	5	7	0
2020-04-03	459	16	7	1
2020-04-02	443	32	6	0
2020-04-01	411	26	6	1
2020-03-31	385	24	5	1
2020-03-30	361	39	4	0
2020-03-29	322	6	4	0
2020-03-28	316	21	4	0
2020-03-27	295	17	4	0
2020-03-26	278	44	4	2
2020-03-25	234	37	2	0
2020-03-24	197	23	2	0
2020-03-23	174	24	2	0
2020-03-22	150	11	2	0
2020-03-21	139	7	2	1
2020-03-20	132	14	1	1
2020-03-19	118	26	0	0
2020-03-18	92	16	0	0
2020-03-17	76	13	0	0
2020-03-16	63	7	0	0
2020-03-15	56	6	0	0
2020-03-14	50	2	0	0
2020-03-13	48	12	0	0
2020-03-12	36	10	0	0
2020-03-11	26	9	0	0
2020-03-10	17	6	0	0
2020-03-09	11	1	0	0
2020-03-08	10	7	0	0
2020-03-07	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: 0:03:33.941633