Germany: SK Braunschweig (Niedersachsen)

• 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 13:53:42 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Braunschweig")
print(f'Population of country="Germany", subregion="SK Braunschweig": {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 Braunschweig": 248823 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	110442	22	494	0
2023-03-03	110420	10	494	0
2023-03-02	110410	18	494	0
2023-03-01	110392	32	494	0
2023-02-28	110360	54	494	0
2023-02-27	110306	58	494	0
2023-02-24	110248	28	494	0
2023-02-23	110220	52	494	0
2023-02-22	110168	63	494	0
2023-02-21	110105	60	494	0
2023-02-20	110045	58	494	1
2023-02-17	109987	28	493	0
2023-02-16	109959	48	493	0
2023-02-15	109911	62	493	0
2023-02-14	109849	80	493	0
2023-02-13	109769	65	493	1
2023-02-10	109704	33	492	0
2023-02-09	109671	34	492	0
2023-02-08	109637	57	492	1
2023-02-07	109580	45	491	1
2023-02-06	109535	44	490	0
2023-02-03	109491	34	490	0
2023-02-02	109457	22	490	1
2023-02-01	109435	99	489	1
2023-01-31	109336	93	488	1
2023-01-30	109243	62	487	1
2023-01-27	109181	52	486	0
2023-01-26	109129	50	486	1
2023-01-25	109079	59	485	1
2023-01-24	109020	95	484	0
2023-01-23	108925	78	484	1
2023-01-20	108847	49	483	1
2023-01-19	108798	59	482	0
2023-01-18	108739	49	482	0
2023-01-17	108690	60	482	0
2023-01-16	108630	63	482	1
2023-01-13	108567	43	481	0
2023-01-12	108524	63	481	1
2023-01-11	108461	62	480	1
2023-01-10	108399	105	479	1
2023-01-09	108294	121	478	0
2023-01-06	108173	79	478	2
2023-01-05	108094	97	476	1
2023-01-04	107997	102	475	0
2023-01-03	107895	177	475	3
2023-01-02	107718	165	472	0
2022-12-30	107553	110	472	0
2022-12-29	107443	185	472	1
2022-12-28	107258	243	471	1
2022-12-27	107015	251	470	2
2022-12-23	106764	169	468	1
2022-12-22	106595	236	467	0
2022-12-21	106359	217	467	3
2022-12-20	106142	258	464	4
2022-12-19	105884	247	460	2
2022-12-16	105637	142	458	1
2022-12-15	105495	194	457	1
2022-12-14	105301	232	456	1
2022-12-13	105069	299	455	1
2022-12-12	104770	253	454	1
2022-12-09	104517	164	453	2
2022-12-08	104353	210	451	2
2022-12-07	104143	212	449	0
2022-12-06	103931	305	449	2
2022-12-05	103626	174	447	1
2022-12-02	103452	153	446	2
2022-12-01	103299	177	444	0
2022-11-30	103122	225	444	1
2022-11-29	102897	270	443	2
2022-11-28	102627	245	441	4
2022-11-25	102382	118	437	0
2022-11-24	102264	189	437	0
2022-11-23	102075	168	437	2
2022-11-22	101907	170	435	1
2022-11-21	101737	174	434	2
2022-11-18	101563	75	432	1
2022-11-17	101488	114	431	2
2022-11-16	101374	115	429	0
2022-11-15	101259	192	429	1
2022-11-14	101067	175	428	1
2022-11-11	100892	116	427	0
2022-11-10	100776	119	427	0
2022-11-09	100657	182	427	1
2022-11-08	100475	208	426	0
2022-11-07	100267	242	426	4
2022-11-04	100025	127	422	1
2022-11-03	99898	234	421	0
2022-11-02	99664	342	421	2
2022-11-01	99322	337	419	2
2022-10-28	98985	165	417	1
2022-10-27	98820	223	416	1
2022-10-26	98597	240	415	0
2022-10-25	98357	386	415	0
2022-10-24	97971	305	415	2
2022-10-21	97666	206	413	1
2022-10-20	97460	284	412	2
2022-10-19	97176	369	410	6
2022-10-18	96807	468	404	1
2022-10-17	96339	425	403	2
2022-10-14	95914	263	401	0
2022-10-13	95651	345	401	1
2022-10-12	95306	372	400	1
2022-10-11	94934	430	399	2
2022-10-10	94504	469	397	2
2022-10-07	94035	302	395	1
2022-10-06	93733	443	394	0
2022-10-05	93290	531	394	2
2022-10-04	92759	401	392	3
2022-09-30	92358	250	389	2
2022-09-29	92108	258	387	0
2022-09-28	91850	289	387	0
2022-09-27	91561	310	387	0
2022-09-26	91251	306	387	0
2022-09-23	90945	128	387	0
2022-09-22	90817	177	387	0
2022-09-21	90640	177	387	0
2022-09-20	90463	192	387	0
2022-09-19	90271	148	387	0
2022-09-16	90123	110	387	0
2022-09-15	90013	131	387	0
2022-09-14	89882	132	387	0
2022-09-13	89750	157	387	0
2022-09-12	89593	138	387	1
2022-09-09	89455	92	386	0
2022-09-08	89363	117	386	0
2022-09-07	89246	138	386	0
2022-09-06	89108	157	386	0
2022-09-05	88951	150	386	0
2022-09-02	88801	69	386	1
2022-09-01	88732	87	385	0
2022-08-31	88645	127	385	0
2022-08-30	88518	147	385	0
2022-08-29	88371	142	385	0
2022-08-26	88229	120	385	0
2022-08-25	88109	121	385	0
2022-08-24	87988	128	385	0
2022-08-23	87860	162	385	1
2022-08-22	87698	197	384	0
2022-08-19	87501	114	384	0
2022-08-18	87387	166	384	2
2022-08-17	87221	215	382	1
2022-08-16	87006	214	381	0
2022-08-15	86792	211	381	2
2022-08-12	86581	150	379	0
2022-08-11	86431	163	379	0
2022-08-10	86268	185	379	0
2022-08-09	86083	276	379	0
2022-08-08	85807	271	379	2
2022-08-05	85536	186	377	1
2022-08-04	85350	159	376	0
2022-08-03	85191	196	376	0
2022-08-02	84995	349	376	2
2022-08-01	84646	268	374	0
2022-07-29	84378	232	374	0
2022-07-28	84146	322	374	1
2022-07-27	83824	400	373	1
2022-07-26	83424	431	372	2
2022-07-25	82993	460	370	3
2022-07-22	82533	335	367	0
2022-07-21	82198	383	367	0
2022-07-20	81815	623	367	1
2022-07-19	81192	562	366	1
2022-07-18	80630	441	365	2
2022-07-15	80189	383	363	0
2022-07-14	79806	528	363	0
2022-07-13	79278	583	363	1
2022-07-12	78695	670	362	0
2022-07-11	78025	679	362	3
2022-07-08	77346	328	359	1
2022-07-07	77018	455	358	0
2022-07-06	76563	600	358	1
2022-07-05	75963	435	357	0
2022-07-04	75528	462	357	1
2022-07-01	75066	349	356	0
2022-06-30	74717	425	356	0
2022-06-29	74292	554	356	1
2022-06-28	73738	483	355	0
2022-06-27	73255	557	355	2
2022-06-24	72698	285	353	0
2022-06-23	72413	363	353	1
2022-06-22	72050	383	352	0
2022-06-21	71667	466	352	0
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2021-08-27	7127	28	190	0
2021-08-26	7099	28	190	0
2021-08-25	7071	33	190	0
2021-08-24	7038	27	190	0
2021-08-23	7011	11	190	0
2021-08-22	7000	6	190	0
2021-08-21	6994	20	190	0
2021-08-20	6974	10	190	0
2021-08-19	6964	24	190	0
2021-08-18	6940	13	190	0
2021-08-17	6927	26	190	1
2021-08-16	6901	3	189	0
2021-08-15	6898	2	189	0
2021-08-14	6896	15	189	0
2021-08-13	6881	26	189	0
2021-08-12	6855	19	189	0
2021-08-11	6836	5	189	0
2021-08-10	6831	13	189	0
2021-08-09	6818	5	189	0
2021-08-08	6813	1	189	0
2021-08-07	6812	13	189	1
2021-08-06	6799	9	188	0
2021-08-05	6790	10	188	0
2021-08-04	6780	4	188	0
2021-08-03	6776	9	188	0
2021-08-02	6767	4	188	0
2021-08-01	6763	1	188	0
2021-07-31	6762	6	188	0
2021-07-30	6756	10	188	0
2021-07-29	6746	14	188	0
2021-07-28	6732	8	188	0
2021-07-27	6724	4	188	0
2021-07-26	6720	1	188	0
2021-07-24	6719	4	188	0
2021-07-23	6715	7	188	0
2021-07-22	6708	6	188	0
2021-07-21	6702	12	188	1
2021-07-20	6690	4	187	0
2021-07-19	6686	3	187	0
2021-07-17	6683	4	187	0
2021-07-16	6679	5	187	0
2021-07-15	6674	9	187	1
2021-07-14	6665	5	186	0
2021-07-13	6660	5	186	0
2021-07-12	6655	3	186	0
2021-07-10	6652	3	186	0
2021-07-09	6649	6	186	0
2021-07-08	6643	4	186	0
2021-07-07	6639	3	186	0
2021-07-06	6636	5	186	0
2021-07-05	6631	3	186	0
2021-07-04	6628	1	186	0
2021-07-03	6627	9	186	0
2021-07-02	6618	4	186	0
2021-07-01	6614	2	186	0
2021-06-30	6612	2	186	0
2021-06-29	6610	5	186	0
2021-06-28	6605	2	186	0
2021-06-24	6603	3	186	0
2021-06-23	6600	1	186	0
2021-06-22	6599	5	186	0
2021-06-21	6594	3	186	0
2021-06-20	6591	1	186	0
2021-06-19	6590	2	186	0
2021-06-18	6588	1	186	0
2021-06-17	6587	6	186	0
2021-06-16	6581	2	186	0
2021-06-15	6579	2	186	0
2021-06-14	6577	2	186	0
2021-06-12	6575	1	186	0
2021-06-11	6574	1	186	0
2021-06-10	6573	3	186	0
2021-06-09	6570	1	186	0
2021-06-08	6569	2	186	0
2021-06-06	6567	1	186	0
2021-06-05	6566	3	186	0
2021-06-04	6563	3	186	0
2021-06-03	6560	1	186	0
2021-06-02	6559	4	186	0
2021-06-01	6555	7	186	0
2021-05-31	6548	6	186	0
2021-05-30	6542	1	186	0
2021-05-29	6541	13	186	0
2021-05-28	6528	13	186	0
2021-05-27	6515	11	186	0
2021-05-26	6504	14	186	0
2021-05-25	6490	4	186	0
2021-05-24	6486	2	186	0
2021-05-23	6484	3	186	0
2021-05-22	6481	11	186	0
2021-05-21	6470	15	186	0
2021-05-20	6455	21	186	0
2021-05-19	6434	24	186	0
2021-05-18	6410	40	186	0
2021-05-17	6370	5	186	0
2021-05-16	6365	4	186	0
2021-05-15	6361	19	186	0
2021-05-14	6342	8	186	0
2021-05-13	6334	37	186	0
2021-05-12	6297	66	186	0
2021-05-11	6231	45	186	0
2021-05-10	6186	27	186	0
2021-05-09	6159	2	186	0
2021-05-08	6157	32	186	0
2021-05-07	6125	35	186	0
2021-05-06	6090	46	186	1
2021-05-05	6044	29	185	1
2021-05-04	6015	53	184	0
2021-05-03	5962	14	184	0
2021-05-02	5948	15	184	0
2021-05-01	5933	48	184	0
2021-04-30	5885	38	184	0
2021-04-29	5847	39	184	0
2021-04-28	5808	50	184	1
2021-04-27	5758	59	183	0
2021-04-26	5699	9	183	0
2021-04-25	5690	34	183	0
2021-04-24	5656	38	183	1
2021-04-23	5618	48	182	0
2021-04-22	5570	31	182	1
2021-04-21	5539	52	181	0
2021-04-20	5487	43	181	1
2021-04-19	5444	18	180	3
2021-04-18	5426	13	177	0
2021-04-17	5413	44	177	0
2021-04-16	5369	60	177	2
2021-04-15	5309	65	175	0
2021-04-14	5244	51	175	0
2021-04-13	5193	45	175	0
2021-04-12	5148	24	175	0
2021-04-11	5124	14	175	0
2021-04-10	5110	41	175	2
2021-04-09	5069	62	173	2
2021-04-08	5007	52	171	0
2021-04-07	4955	42	171	1
2021-04-06	4913	12	170	0
2021-04-05	4901	15	170	0
2021-04-04	4886	16	170	0
2021-04-03	4870	23	170	1
2021-04-02	4847	47	169	1
2021-04-01	4800	37	168	1
2021-03-31	4763	59	167	1
2021-03-30	4704	39	166	0
2021-03-29	4665	19	166	2
2021-03-28	4646	21	164	1
2021-03-27	4625	33	163	1
2021-03-26	4592	58	162	0
2021-03-25	4534	40	162	2
2021-03-24	4494	72	160	0
2021-03-23	4422	52	160	2
2021-03-22	4370	14	158	1
2021-03-21	4356	2	157	0
2021-03-20	4354	39	157	1
2021-03-19	4315	45	156	0
2021-03-18	4270	42	156	2
2021-03-17	4228	49	154	2
2021-03-16	4179	30	152	0
2021-03-15	4149	13	152	0
2021-03-14	4136	4	152	1
2021-03-13	4132	19	151	0
2021-03-12	4113	21	151	0
2021-03-11	4092	48	151	2
2021-03-10	4044	45	149	0
2021-03-09	3999	22	149	0
2021-03-08	3977	4	149	0
2021-03-07	3973	6	149	0
2021-03-06	3967	10	149	0
2021-03-05	3957	17	149	0
2021-03-04	3940	24	149	0
2021-03-03	3916	20	149	0
2021-03-02	3896	38	149	1
2021-03-01	3858	1	148	0
2021-02-28	3857	10	148	0
2021-02-27	3847	22	148	3
2021-02-26	3825	15	145	0
2021-02-25	3810	23	145	1
2021-02-24	3787	17	144	0
2021-02-23	3770	14	144	0
2021-02-22	3756	13	144	2
2021-02-21	3743	1	142	1
2021-02-20	3742	25	141	0
2021-02-19	3717	19	141	2
2021-02-18	3698	18	139	0
2021-02-17	3680	28	139	0
2021-02-16	3652	24	139	0
2021-02-15	3628	3	139	0
2021-02-14	3625	9	139	0
2021-02-13	3616	11	139	0
2021-02-12	3605	22	139	0
2021-02-11	3583	22	139	1
2021-02-10	3561	23	138	1
2021-02-09	3538	17	137	0
2021-02-08	3521	2	137	0
2021-02-07	3519	5	137	0
2021-02-06	3514	21	137	0
2021-02-05	3493	21	137	1
2021-02-04	3472	29	136	2
2021-02-03	3443	44	134	3
2021-02-02	3399	35	131	5
2021-02-01	3364	9	126	2
2021-01-31	3355	14	124	0
2021-01-30	3341	22	124	1
2021-01-29	3319	28	123	5
2021-01-28	3291	38	118	4
2021-01-27	3253	40	114	2
2021-01-26	3213	35	112	3
2021-01-25	3178	8	109	0
2021-01-24	3170	14	109	0
2021-01-23	3156	24	109	0
2021-01-22	3132	52	109	6
2021-01-21	3080	44	103	4
2021-01-20	3036	28	99	1
2021-01-19	3008	43	98	1
2021-01-18	2965	12	97	1
2021-01-17	2953	1	96	0
2021-01-16	2952	40	96	2
2021-01-15	2912	47	94	2
2021-01-14	2865	34	92	5
2021-01-13	2831	54	87	2
2021-01-12	2777	51	85	3
2021-01-11	2726	13	82	1
2021-01-10	2713	6	81	1
2021-01-09	2707	34	80	1
2021-01-08	2673	45	79	1
2021-01-07	2628	37	78	2
2021-01-06	2591	41	76	0
2021-01-05	2550	60	76	1
2021-01-04	2490	8	75	0
2021-01-03	2482	13	75	1
2021-01-02	2469	10	74	2
2021-01-01	2459	10	72	0
2020-12-31	2449	44	72	3
2020-12-30	2405	75	69	2
2020-12-29	2330	52	67	2
2020-12-28	2278	21	65	2
2020-12-27	2257	4	63	0
2020-12-26	2253	20	63	2
2020-12-25	2233	10	61	1
2020-12-24	2223	32	60	0
2020-12-23	2191	57	60	1
2020-12-22	2134	35	59	0
2020-12-21	2099	6	59	0
2020-12-20	2093	22	59	1
2020-12-19	2071	33	58	1
2020-12-18	2038	26	57	0
2020-12-17	2012	53	57	0
2020-12-16	1959	44	57	1
2020-12-15	1915	33	56	2
2020-12-14	1882	9	54	0
2020-12-13	1873	7	54	3
2020-12-12	1866	43	51	5
2020-12-11	1823	67	46	5
2020-12-10	1756	32	41	1
2020-12-09	1724	38	40	1
2020-12-08	1686	26	39	3
2020-12-07	1660	4	36	0
2020-12-06	1656	10	36	0
2020-12-05	1646	20	36	0
2020-12-04	1626	10	36	0
2020-12-03	1616	25	36	1
2020-12-02	1591	28	35	1
2020-12-01	1563	21	34	0
2020-11-30	1542	12	34	0
2020-11-29	1530	9	34	0
2020-11-28	1521	22	34	0
2020-11-27	1499	19	34	0
2020-11-26	1480	34	34	1
2020-11-25	1446	21	33	0
2020-11-24	1425	21	33	0
2020-11-23	1404	13	33	1
2020-11-22	1391	7	32	1
2020-11-21	1384	21	31	0
2020-11-20	1363	20	31	1
2020-11-19	1343	25	30	1
2020-11-18	1318	26	29	2
2020-11-17	1292	18	27	1
2020-11-16	1274	6	26	0
2020-11-15	1268	7	26	0
2020-11-14	1261	23	26	1
2020-11-13	1238	22	25	0
2020-11-12	1216	29	25	0
2020-11-11	1187	48	25	0
2020-11-10	1139	18	25	0
2020-11-09	1121	11	25	0
2020-11-08	1110	20	25	0
2020-11-07	1090	29	25	0
2020-11-06	1061	61	25	1
2020-11-05	1000	27	24	0
2020-11-04	973	43	24	1
2020-11-03	930	30	23	1
2020-11-02	900	7	22	0
2020-11-01	893	18	22	0
2020-10-31	875	36	22	0
2020-10-30	839	18	22	0
2020-10-29	821	31	22	1
2020-10-28	790	28	21	0
2020-10-27	762	30	21	0
2020-10-26	732	16	21	0
2020-10-25	716	5	21	0
2020-10-24	711	25	21	1
2020-10-23	686	17	20	0
2020-10-22	669	22	20	0
2020-10-21	647	21	20	1
2020-10-20	626	12	19	0
2020-10-19	614	15	19	0
2020-10-18	599	4	19	0
2020-10-17	595	7	19	0
2020-10-16	588	9	19	0
2020-10-15	579	10	19	0
2020-10-14	569	12	19	0
2020-10-13	557	12	19	0
2020-10-12	545	6	19	0
2020-10-11	539	1	19	0
2020-10-10	538	3	19	0
2020-10-09	535	9	19	0
2020-10-08	526	8	19	0
2020-10-07	518	15	19	0
2020-10-06	503	4	19	0
2020-10-05	499	2	19	0
2020-10-04	497	3	19	0
2020-10-03	494	3	19	0
2020-10-02	491	3	19	0
2020-10-01	488	5	19	0
2020-09-30	483	7	19	0
2020-09-29	476	3	19	0
2020-09-28	473	4	19	0
2020-09-26	469	3	19	0
2020-09-25	466	1	19	0
2020-09-24	465	5	19	0
2020-09-23	460	3	19	0
2020-09-22	457	9	19	0
2020-09-21	448	1	19	0
2020-09-19	447	4	19	0
2020-09-18	443	3	19	0
2020-09-17	440	1	19	0
2020-09-16	439	3	19	0
2020-09-15	436	6	19	0
2020-09-14	430	1	19	0
2020-09-12	429	5	19	0
2020-09-11	424	1	19	0
2020-09-10	423	2	19	0
2020-09-09	421	1	19	0
2020-09-07	420	2	19	0
2020-09-05	418	3	19	0
2020-09-04	415	1	19	0
2020-09-03	414	1	19	0
2020-09-02	413	3	19	0
2020-09-01	410	2	19	0
2020-08-31	408	2	19	0
2020-08-30	406	6	19	0
2020-08-28	400	2	19	0
2020-08-27	398	1	19	0
2020-08-26	397	2	19	0
2020-08-25	395	6	19	0
2020-08-24	389	2	19	0
2020-08-23	387	2	19	0
2020-08-22	385	2	19	0
2020-08-21	383	2	19	0
2020-08-20	381	2	19	0
2020-08-19	379	2	19	0
2020-08-18	377	3	19	0
2020-08-15	374	1	19	0
2020-08-14	373	4	19	0
2020-08-12	369	2	19	0
2020-08-11	367	1	19	0
2020-08-08	366	2	19	0
2020-08-07	364	1	19	0
2020-08-05	363	3	19	0
2020-08-03	360	3	19	0
2020-07-30	357	1	19	0
2020-07-29	356	1	19	0
2020-07-28	355	1	19	0
2020-07-22	354	1	19	0
2020-07-20	353	1	19	0
2020-07-10	352	1	19	0
2020-07-03	351	13	19	0
2020-06-30	338	1	19	0
2020-06-27	337	1	19	0
2020-06-25	336	1	19	0
2020-06-23	335	1	19	0
2020-06-22	334	1	19	0
2020-06-20	333	1	19	0
2020-06-18	332	1	19	0
2020-06-03	331	1	19	0
2020-05-28	330	2	19	0
2020-05-27	328	1	19	0
2020-05-22	327	1	19	0
2020-05-16	326	3	19	1
2020-05-13	323	3	18	0
2020-05-12	320	1	18	0
2020-05-11	319	3	18	0
2020-05-10	316	1	18	0
2020-05-09	315	2	18	0
2020-05-08	313	1	18	0
2020-05-07	312	4	18	0
2020-05-05	308	1	18	0
2020-05-02	307	1	18	0
2020-05-01	306	1	18	0
2020-04-29	305	3	18	1
2020-04-28	302	1	17	0
2020-04-26	301	1	17	0
2020-04-25	300	1	17	0
2020-04-24	299	5	17	1
2020-04-22	294	2	16	0
2020-04-20	292	1	16	0
2020-04-18	291	2	16	0
2020-04-17	289	2	16	0
2020-04-16	287	3	16	0
2020-04-15	284	4	16	0
2020-04-14	280	4	16	2
2020-04-13	276	2	14	0
2020-04-12	274	2	14	0
2020-04-11	272	1	14	0
2020-04-10	271	3	14	0
2020-04-09	268	23	14	1
2020-04-08	245	4	13	1
2020-04-07	241	9	12	1
2020-04-06	232	2	11	0
2020-04-05	230	6	11	1
2020-04-04	224	5	10	0
2020-04-03	219	10	10	0
2020-04-02	209	23	10	2
2020-04-01	186	18	8	1
2020-03-31	168	21	7	1
2020-03-30	147	3	6	1
2020-03-29	144	6	5	1
2020-03-28	138	29	4	2
2020-03-27	109	15	2	0
2020-03-26	94	14	2	1
2020-03-25	80	6	1	0
2020-03-24	74	16	1	1
2020-03-23	58	2	0	0
2020-03-22	56	26	0	0
2020-03-21	30	4	0	0
2020-03-20	26	8	0	0
2020-03-19	18	5	0	0
2020-03-18	13	2	0	0
2020-03-17	11	3	0	0
2020-03-15	8	3	0	0
2020-03-14	5	3	0	0
2020-03-11	2	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: 0:02:46.138496