Germany: LK Schwarzwald-Baar-Kreis (Baden-Württemberg)

• 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 10:11:11 CEST

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

overview(country="Germany", subregion="LK Schwarzwald-Baar-Kreis", weeks=5);

overview(country="Germany", subregion="LK Schwarzwald-Baar-Kreis");

compare_plot(country="Germany", subregion="LK Schwarzwald-Baar-Kreis", dates="2020-03-15:");

# load the data
cases, deaths = germany_get_region(landkreis="LK Schwarzwald-Baar-Kreis")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Schwarzwald-Baar-Kreis")
print(f'Population of country="Germany", subregion="LK Schwarzwald-Baar-Kreis": {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="LK Schwarzwald-Baar-Kreis": 213385 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	96835	32	442	0
2023-03-03	96803	28	442	0
2023-03-02	96775	26	442	0
2023-03-01	96749	88	442	0
2023-02-28	96661	71	442	0
2023-02-27	96590	92	442	0
2023-02-24	96498	43	442	0
2023-02-23	96455	31	442	1
2023-02-22	96424	73	441	0
2023-02-17	96351	97	441	0
2023-02-16	96254	6	441	0
2023-02-15	96248	52	441	0
2023-02-14	96196	32	441	0
2023-02-13	96164	22	441	0
2023-02-10	96142	34	441	1
2023-02-09	96108	38	440	0
2023-02-08	96070	42	440	0
2023-02-07	96028	61	440	0
2023-02-06	95967	40	440	0
2023-02-03	95927	24	440	0
2023-02-02	95903	28	440	0
2023-02-01	95875	42	440	0
2023-01-31	95833	68	440	0
2023-01-30	95765	11	440	0
2023-01-27	95754	45	440	1
2023-01-26	95709	122	439	6
2023-01-25	95587	36	433	0
2023-01-24	95551	27	433	0
2023-01-23	95524	15	433	0
2023-01-20	95509	15	433	0
2023-01-19	95494	12	433	0
2023-01-18	95482	13	433	0
2023-01-17	95469	26	433	0
2023-01-16	95443	33	433	0
2023-01-13	95410	1	433	0
2023-01-12	95409	26	433	0
2023-01-11	95383	24	433	0
2023-01-10	95359	25	433	0
2023-01-09	95334	104	433	1
2023-01-08	95230	1	432	0
2023-01-05	95229	1	432	0
2023-01-04	95228	2	432	0
2023-01-02	95226	1	432	0
2022-12-30	95225	17	432	0
2022-12-29	95208	25	432	0
2022-12-28	95183	55	432	0
2022-12-27	95128	41	432	0
2022-12-25	95087	1	432	0
2022-12-23	95086	22	432	0
2022-12-22	95064	38	432	0
2022-12-21	95026	52	432	0
2022-12-20	94974	81	432	0
2022-12-19	94893	50	432	0
2022-12-16	94843	27	432	0
2022-12-15	94816	33	432	0
2022-12-14	94783	49	432	0
2022-12-13	94734	46	432	0
2022-12-12	94688	43	432	1
2022-12-09	94645	26	431	1
2022-12-08	94619	51	430	0
2022-12-07	94568	65	430	3
2022-12-06	94503	57	427	0
2022-12-05	94446	57	427	2
2022-12-02	94389	36	425	0
2022-12-01	94353	38	425	0
2022-11-30	94315	52	425	1
2022-11-29	94263	53	424	0
2022-11-28	94210	46	424	0
2022-11-25	94164	34	424	0
2022-11-24	94130	31	424	1
2022-11-23	94099	42	423	1
2022-11-22	94057	60	422	0
2022-11-21	93997	80	422	1
2022-11-18	93917	30	421	2
2022-11-17	93887	47	419	0
2022-11-16	93840	32	419	0
2022-11-15	93808	60	419	2
2022-11-14	93748	67	417	1
2022-11-11	93681	45	416	0
2022-11-10	93636	43	416	0
2022-11-09	93593	69	416	1
2022-11-08	93524	73	415	1
2022-11-07	93451	107	414	1
2022-11-04	93344	67	413	0
2022-11-03	93277	61	413	0
2022-11-02	93216	199	413	0
2022-10-28	93017	64	413	0
2022-10-27	92953	73	413	0
2022-10-26	92880	194	413	0
2022-10-25	92686	139	413	0
2022-10-24	92547	203	413	2
2022-10-21	92344	141	411	0
2022-10-20	92203	147	411	2
2022-10-19	92056	319	409	0
2022-10-18	91737	235	409	2
2022-10-17	91502	311	407	0
2022-10-14	91191	141	407	1
2022-10-13	91050	319	406	2
2022-10-12	90731	357	404	0
2022-10-11	90374	431	404	1
2022-10-10	89943	346	403	2
2022-10-07	89597	209	401	0
2022-10-06	89388	403	401	0
2022-10-05	88985	229	401	1
2022-10-04	88756	229	400	4
2022-09-30	88527	167	396	1
2022-09-29	88360	145	395	0
2022-09-28	88215	212	395	0
2022-09-27	88003	315	395	1
2022-09-26	87688	122	394	0
2022-09-23	87566	74	394	0
2022-09-22	87492	81	394	0
2022-09-21	87411	91	394	1
2022-09-20	87320	114	393	0
2022-09-19	87206	79	393	0
2022-09-16	87127	61	393	0
2022-09-15	87066	58	393	0
2022-09-14	87008	126	393	0
2022-09-13	86882	111	393	0
2022-09-12	86771	90	393	0
2022-09-09	86681	50	393	0
2022-09-08	86631	70	393	0
2022-09-07	86561	55	393	0
2022-09-06	86506	67	393	1
2022-09-05	86439	65	392	0
2022-09-02	86374	41	392	0
2022-09-01	86333	36	392	0
2022-08-31	86297	82	392	0
2022-08-30	86215	61	392	0
2022-08-29	86154	56	392	0
2022-08-26	86098	40	392	0
2022-08-25	86058	43	392	1
2022-08-24	86015	67	391	0
2022-08-23	85948	68	391	0
2022-08-22	85880	85	391	2
2022-08-19	85795	40	389	0
2022-08-18	85755	54	389	0
2022-08-17	85701	72	389	0
2022-08-16	85629	86	389	0
2022-08-15	85543	90	389	2
2022-08-12	85453	63	387	0
2022-08-11	85390	83	387	0
2022-08-10	85307	90	387	0
2022-08-09	85217	101	387	0
2022-08-08	85116	110	387	4
2022-08-05	85006	135	383	0
2022-08-04	84871	60	383	0
2022-08-03	84811	119	383	0
2022-08-02	84692	140	383	1
2022-08-01	84552	193	382	1
2022-07-29	84359	146	381	1
2022-07-28	84213	197	380	0
2022-07-27	84016	214	380	1
2022-07-26	83802	298	379	1
2022-07-25	83504	316	378	3
2022-07-22	83188	262	375	0
2022-07-21	82926	170	375	0
2022-07-20	82756	383	375	0
2022-07-19	82373	341	375	0
2022-07-18	82032	364	375	1
2022-07-15	81668	228	374	1
2022-07-14	81440	314	373	2
2022-07-13	81126	455	371	0
2022-07-12	80671	482	371	1
2022-07-11	80189	282	370	0
2022-07-08	79907	201	370	0
2022-07-07	79706	312	370	0
2022-07-06	79394	320	370	0
2022-07-05	79074	200	370	0
2022-07-04	78874	271	370	0
2022-07-01	78603	242	370	1
2022-06-30	78361	176	369	0
2022-06-29	78185	282	369	0
2022-06-28	77903	223	369	1
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2022-06-23	77367	120	367	0
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2022-06-21	77050	185	367	0
2022-06-20	76865	148	367	1
2022-06-17	76717	108	366	0
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2021-08-27	10416	29	216	0
2021-08-26	10387	25	216	0
2021-08-25	10362	42	216	0
2021-08-24	10320	34	216	0
2021-08-23	10286	7	216	1
2021-08-22	10279	2	215	0
2021-08-21	10277	17	215	0
2021-08-20	10260	19	215	0
2021-08-19	10241	18	215	0
2021-08-18	10223	23	215	1
2021-08-17	10200	20	214	0
2021-08-16	10180	3	214	0
2021-08-14	10177	17	214	0
2021-08-13	10160	8	214	0
2021-08-12	10152	16	214	0
2021-08-11	10136	10	214	0
2021-08-10	10126	16	214	0
2021-08-09	10110	11	214	0
2021-08-07	10099	8	214	0
2021-08-06	10091	3	214	0
2021-08-05	10088	5	214	1
2021-08-04	10083	10	213	0
2021-08-03	10073	4	213	0
2021-08-02	10069	3	213	0
2021-08-01	10066	2	213	0
2021-07-31	10064	1	213	0
2021-07-30	10063	4	213	0
2021-07-29	10059	3	213	0
2021-07-28	10056	3	213	0
2021-07-27	10053	7	213	0
2021-07-25	10046	1	213	0
2021-07-24	10045	1	213	0
2021-07-23	10044	4	213	0
2021-07-22	10040	3	213	0
2021-07-21	10037	7	213	0
2021-07-20	10030	6	213	1
2021-07-19	10024	1	212	0
2021-07-17	10023	1	212	0
2021-07-16	10022	3	212	0
2021-07-15	10019	4	212	0
2021-07-14	10015	3	212	0
2021-07-13	10012	2	212	0
2021-07-12	10010	1	212	0
2021-07-11	10009	2	212	0
2021-07-09	10007	2	212	0
2021-07-08	10005	2	212	0
2021-07-06	10003	2	212	0
2021-07-05	10001	1	212	0
2021-07-02	10000	2	212	0
2021-07-01	9998	4	212	0
2021-06-30	9994	5	212	0
2021-06-29	9989	3	212	0
2021-06-28	9986	2	212	0
2021-06-27	9984	3	212	0
2021-06-25	9981	4	212	0
2021-06-23	9977	4	212	0
2021-06-22	9973	2	212	0
2021-06-21	9971	1	212	0
2021-06-19	9970	2	212	0
2021-06-18	9968	3	212	0
2021-06-17	9965	4	212	0
2021-06-16	9961	8	212	0
2021-06-15	9953	12	212	0
2021-06-14	9941	2	212	0
2021-06-13	9939	8	212	0
2021-06-12	9931	4	212	0
2021-06-11	9927	19	212	0
2021-06-10	9908	10	212	0
2021-06-09	9898	19	212	0
2021-06-08	9879	16	212	0
2021-06-07	9863	22	212	0
2021-06-06	9841	3	212	0
2021-06-05	9838	5	212	0
2021-06-04	9833	5	212	1
2021-06-03	9828	25	211	1
2021-06-02	9803	29	210	0
2021-06-01	9774	26	210	1
2021-05-31	9748	3	209	0
2021-05-30	9745	13	209	0
2021-05-29	9732	14	209	0
2021-05-28	9718	36	209	0
2021-05-27	9682	43	209	0
2021-05-26	9639	35	209	0
2021-05-25	9604	4	209	0
2021-05-24	9600	1	209	0
2021-05-23	9599	2	209	0
2021-05-22	9597	25	209	0
2021-05-21	9572	30	209	0
2021-05-20	9542	33	209	0
2021-05-19	9509	51	209	0
2021-05-18	9458	66	209	0
2021-05-17	9392	11	209	1
2021-05-16	9381	5	208	0
2021-05-15	9376	40	208	0
2021-05-14	9336	43	208	1
2021-05-13	9293	38	207	0
2021-05-12	9255	56	207	0
2021-05-11	9199	87	207	0
2021-05-10	9112	21	207	1
2021-05-09	9091	31	206	0
2021-05-08	9060	47	206	0
2021-05-07	9013	70	206	0
2021-05-06	8943	92	206	1
2021-05-05	8851	156	205	0
2021-05-04	8695	118	205	0
2021-05-03	8577	22	205	0
2021-05-02	8555	30	205	0
2021-05-01	8525	83	205	0
2021-04-30	8442	70	205	0
2021-04-29	8372	107	205	1
2021-04-28	8265	162	204	0
2021-04-27	8103	115	204	0
2021-04-26	7988	25	204	3
2021-04-25	7963	30	201	0
2021-04-24	7933	86	201	2
2021-04-23	7847	83	199	0
2021-04-22	7764	53	199	0
2021-04-21	7711	100	199	1
2021-04-20	7611	122	198	2
2021-04-19	7489	13	196	0
2021-04-18	7476	30	196	0
2021-04-17	7446	34	196	0
2021-04-16	7412	63	196	0
2021-04-15	7349	62	196	0
2021-04-14	7287	71	196	1
2021-04-13	7216	97	195	0
2021-04-12	7119	15	195	0
2021-04-11	7104	5	195	0
2021-04-10	7099	48	195	2
2021-04-09	7051	58	193	0
2021-04-08	6993	51	193	0
2021-04-07	6942	37	193	0
2021-04-06	6905	22	193	1
2021-04-05	6883	10	192	0
2021-04-04	6873	8	192	0
2021-04-03	6865	11	192	0
2021-04-02	6854	14	192	0
2021-04-01	6840	68	192	0
2021-03-31	6772	38	192	2
2021-03-30	6734	37	190	1
2021-03-29	6697	12	189	0
2021-03-28	6685	14	189	0
2021-03-27	6671	27	189	0
2021-03-26	6644	32	189	1
2021-03-25	6612	39	188	0
2021-03-24	6573	45	188	0
2021-03-23	6528	33	188	0
2021-03-22	6495	4	188	0
2021-03-21	6491	15	188	0
2021-03-20	6476	17	188	0
2021-03-19	6459	19	188	1
2021-03-18	6440	23	187	0
2021-03-17	6417	36	187	0
2021-03-16	6381	27	187	0
2021-03-15	6354	4	187	0
2021-03-14	6350	15	187	0
2021-03-13	6335	23	187	0
2021-03-12	6312	14	187	0
2021-03-11	6298	17	187	2
2021-03-10	6281	21	185	0
2021-03-09	6260	22	185	0
2021-03-08	6238	3	185	0
2021-03-07	6235	4	185	0
2021-03-06	6231	9	185	0
2021-03-05	6222	11	185	0
2021-03-04	6211	16	185	0
2021-03-03	6195	13	185	0
2021-03-02	6182	10	185	0
2021-03-01	6172	3	185	0
2021-02-28	6169	6	185	0
2021-02-27	6163	15	185	0
2021-02-26	6148	8	185	0
2021-02-25	6140	8	185	0
2021-02-24	6132	24	185	0
2021-02-23	6108	9	185	0
2021-02-21	6099	6	185	0
2021-02-20	6093	12	185	0
2021-02-19	6081	21	185	0
2021-02-18	6060	12	185	0
2021-02-17	6048	17	185	0
2021-02-16	6031	6	185	0
2021-02-15	6025	2	185	0
2021-02-14	6023	6	185	0
2021-02-13	6017	19	185	0
2021-02-12	5998	16	185	0
2021-02-11	5982	17	185	1
2021-02-10	5965	21	184	0
2021-02-09	5944	25	184	1
2021-02-08	5919	9	183	1
2021-02-07	5910	13	182	1
2021-02-06	5897	31	181	2
2021-02-05	5866	20	179	1
2021-02-04	5846	42	178	0
2021-02-03	5804	29	178	1
2021-02-02	5775	24	177	0
2021-02-01	5751	5	177	0
2021-01-31	5746	37	177	3
2021-01-30	5709	41	174	1
2021-01-29	5668	26	173	1
2021-01-28	5642	29	172	0
2021-01-27	5613	35	172	2
2021-01-26	5578	24	170	1
2021-01-25	5554	2	169	0
2021-01-24	5552	12	169	0
2021-01-23	5540	27	169	2
2021-01-22	5513	17	167	0
2021-01-21	5496	38	167	0
2021-01-20	5458	35	167	0
2021-01-19	5423	20	167	2
2021-01-18	5403	6	165	0
2021-01-17	5397	8	165	0
2021-01-16	5389	31	165	1
2021-01-15	5358	40	164	2
2021-01-14	5318	53	162	2
2021-01-13	5265	52	160	0
2021-01-12	5213	44	160	1
2021-01-11	5169	21	159	1
2021-01-10	5148	30	158	0
2021-01-09	5118	34	158	0
2021-01-08	5084	58	158	2
2021-01-07	5026	58	156	1
2021-01-06	4968	71	155	2
2021-01-05	4897	56	153	5
2021-01-04	4841	17	148	0
2021-01-03	4824	39	148	0
2021-01-02	4785	29	148	2
2021-01-01	4756	24	146	3
2020-12-31	4732	93	143	7
2020-12-30	4639	72	136	0
2020-12-29	4567	52	136	5
2020-12-28	4515	20	131	0
2020-12-27	4495	8	131	2
2020-12-26	4487	28	129	3
2020-12-25	4459	55	126	3
2020-12-24	4404	52	123	0
2020-12-23	4352	90	123	1
2020-12-22	4262	100	122	4
2020-12-21	4162	39	118	3
2020-12-20	4123	61	115	1
2020-12-19	4062	80	114	2
2020-12-18	3982	103	112	2
2020-12-17	3879	104	110	1
2020-12-16	3775	76	109	1
2020-12-15	3699	76	108	1
2020-12-14	3623	28	107	1
2020-12-13	3595	71	106	2
2020-12-12	3524	65	104	2
2020-12-11	3459	85	102	3
2020-12-10	3374	90	99	2
2020-12-09	3284	99	97	1
2020-12-08	3185	85	96	2
2020-12-07	3100	27	94	2
2020-12-06	3073	36	92	3
2020-12-05	3037	63	89	2
2020-12-04	2974	77	87	2
2020-12-03	2897	71	85	1
2020-12-02	2826	84	84	0
2020-12-01	2742	59	84	0
2020-11-30	2683	32	84	4
2020-11-29	2651	49	80	2
2020-11-28	2602	73	78	2
2020-11-27	2529	75	76	1
2020-11-26	2454	105	75	9
2020-11-25	2349	73	66	1
2020-11-24	2276	77	65	5
2020-11-23	2199	19	60	1
2020-11-22	2180	45	59	3
2020-11-21	2135	54	56	2
2020-11-20	2081	52	54	3
2020-11-19	2029	64	51	2
2020-11-18	1965	73	49	1
2020-11-17	1892	61	48	1
2020-11-16	1831	13	47	0
2020-11-15	1818	30	47	0
2020-11-14	1788	53	47	2
2020-11-13	1735	38	45	0
2020-11-12	1697	90	45	1
2020-11-11	1607	40	44	2
2020-11-10	1567	33	42	0
2020-11-09	1534	19	42	0
2020-11-08	1515	38	42	0
2020-11-07	1477	33	42	1
2020-11-06	1444	34	41	0
2020-11-05	1410	49	41	1
2020-11-04	1361	58	40	0
2020-11-03	1303	35	40	0
2020-11-02	1268	54	40	1
2020-11-01	1214	39	39	1
2020-10-31	1175	23	38	0
2020-10-30	1152	19	38	0
2020-10-29	1133	23	38	0
2020-10-28	1110	34	38	0
2020-10-27	1076	18	38	0
2020-10-26	1058	37	38	2
2020-10-25	1021	13	36	0
2020-10-24	1008	22	36	0
2020-10-23	986	30	36	0
2020-10-22	956	23	36	0
2020-10-21	933	21	36	0
2020-10-20	912	16	36	0
2020-10-19	896	5	36	0
2020-10-18	891	13	36	0
2020-10-17	878	10	36	0
2020-10-16	868	20	36	0
2020-10-15	848	26	36	1
2020-10-14	822	28	35	0
2020-10-13	794	26	35	0
2020-10-12	768	8	35	0
2020-10-11	760	10	35	0
2020-10-10	750	15	35	0
2020-10-09	735	10	35	0
2020-10-08	725	5	35	0
2020-10-07	720	8	35	0
2020-10-06	712	7	35	0
2020-10-05	705	2	35	0
2020-10-04	703	4	35	0
2020-10-03	699	4	35	0
2020-10-02	695	2	35	0
2020-09-30	693	5	35	0
2020-09-29	688	3	35	1
2020-09-27	685	2	34	0
2020-09-25	683	5	34	0
2020-09-24	678	3	34	0
2020-09-23	675	1	34	0
2020-09-22	674	1	34	0
2020-09-20	673	3	34	0
2020-09-19	670	3	34	0
2020-09-17	667	1	34	0
2020-09-16	666	4	34	1
2020-09-15	662	2	33	0
2020-09-14	660	1	33	0
2020-09-13	659	1	33	0
2020-09-12	658	2	33	0
2020-09-11	656	4	33	0
2020-09-10	652	2	33	0
2020-09-08	650	2	33	0
2020-09-07	648	2	33	0
2020-09-06	646	2	33	0
2020-09-05	644	1	33	0
2020-09-03	643	1	33	0
2020-09-01	642	6	33	0
2020-08-30	636	2	33	0
2020-08-29	634	1	33	0
2020-08-28	633	5	33	0
2020-08-26	628	2	33	0
2020-08-25	626	2	33	0
2020-08-24	624	2	33	0
2020-08-22	622	3	33	0
2020-08-21	619	6	33	0
2020-08-20	613	3	33	0
2020-08-19	610	4	33	0
2020-08-18	606	4	33	0
2020-08-16	602	1	33	0
2020-08-15	601	1	33	0
2020-08-14	600	5	33	0
2020-08-12	595	3	33	0
2020-08-11	592	1	33	0
2020-08-06	591	1	33	0
2020-08-04	590	1	33	0
2020-07-31	589	1	33	0
2020-07-24	588	1	33	0
2020-07-22	587	1	33	0
2020-07-17	586	1	33	0
2020-07-11	585	1	33	0
2020-06-26	584	1	33	1
2020-06-25	583	3	32	0
2020-06-24	580	1	32	0
2020-06-23	579	1	32	0
2020-06-22	578	2	32	0
2020-06-21	576	4	32	1
2020-06-20	572	3	31	0
2020-06-16	569	2	31	1
2020-06-13	567	1	30	0
2020-06-12	566	3	30	0
2020-06-11	563	1	30	0
2020-06-10	562	1	30	0
2020-06-07	561	1	30	0
2020-06-04	560	2	30	0
2020-06-03	558	4	30	0
2020-06-02	554	2	30	1
2020-06-01	552	1	29	0
2020-05-30	551	2	29	0
2020-05-29	549	3	29	0
2020-05-27	546	5	29	1
2020-05-26	541	1	28	0
2020-05-23	540	1	28	0
2020-05-19	539	1	28	0
2020-05-17	538	4	28	0
2020-05-16	534	1	28	0
2020-05-15	533	2	28	0
2020-05-14	531	1	28	0
2020-05-13	530	1	28	0
2020-05-12	529	4	28	1
2020-05-11	525	2	27	0
2020-05-10	523	3	27	0
2020-05-09	520	1	27	0
2020-05-08	519	2	27	0
2020-05-07	517	4	27	0
2020-05-06	513	1	27	1
2020-05-05	512	2	26	1
2020-05-04	510	4	25	0
2020-05-03	506	3	25	0
2020-05-02	503	7	25	3
2020-05-01	496	6	22	0
2020-04-30	490	6	22	1
2020-04-29	484	2	21	2
2020-04-28	482	9	19	0
2020-04-27	473	3	19	0
2020-04-26	470	3	19	0
2020-04-25	467	2	19	0
2020-04-24	465	6	19	0
2020-04-23	459	8	19	0
2020-04-22	451	14	19	0
2020-04-21	437	10	19	0
2020-04-20	427	6	19	0
2020-04-19	421	3	19	1
2020-04-18	418	10	18	1
2020-04-17	408	3	17	0
2020-04-16	405	7	17	1
2020-04-15	398	9	16	0
2020-04-14	389	16	16	0
2020-04-13	373	4	16	1
2020-04-12	369	6	15	0
2020-04-11	363	2	15	1
2020-04-10	361	6	14	0
2020-04-09	355	17	14	2
2020-04-08	338	16	12	4
2020-04-07	322	13	8	0
2020-04-06	309	9	8	1
2020-04-05	300	9	7	0
2020-04-04	291	15	7	0
2020-04-03	276	27	7	0
2020-04-02	249	20	7	1
2020-04-01	229	29	6	1
2020-03-31	200	6	5	0
2020-03-30	194	21	5	1
2020-03-29	173	4	4	0
2020-03-28	169	7	4	0
2020-03-27	162	14	4	0
2020-03-26	148	16	4	0
2020-03-25	132	27	4	2
2020-03-24	105	18	2	1
2020-03-23	87	12	1	0
2020-03-22	75	3	1	1
2020-03-21	72	18	0	0
2020-03-20	54	12	0	0
2020-03-19	42	8	0	0
2020-03-18	34	4	0	0
2020-03-17	30	11	0	0
2020-03-16	19	2	0	0
2020-03-15	17	6	0	0
2020-03-14	11	1	0	0
2020-03-13	10	7	0	0
2020-03-12	3	1	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: 0:03:24.353685