Germany: LK Saarpfalz-Kreis (Saarland)

• 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 15:20:10 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Saarpfalz-Kreis")
print(f'Population of country="Germany", subregion="LK Saarpfalz-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 Saarpfalz-Kreis": 140960 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	69784	42	221	0
2023-03-03	69742	15	221	0
2023-03-02	69727	33	221	0
2023-03-01	69694	50	221	0
2023-02-28	69644	75	221	0
2023-02-27	69569	112	221	0
2023-02-24	69457	33	221	0
2023-02-23	69424	64	221	0
2023-02-22	69360	35	221	0
2023-02-21	69325	101	221	0
2023-02-17	69224	36	221	0
2023-02-16	69188	26	221	0
2023-02-15	69162	49	221	0
2023-02-14	69113	70	221	0
2023-02-13	69043	37	221	0
2023-02-10	69006	35	221	0
2023-02-09	68971	77	221	0
2023-02-08	68894	5	221	0
2023-02-07	68889	26	221	0
2023-02-06	68863	27	221	0
2023-02-03	68836	23	221	0
2023-02-02	68813	21	221	0
2023-02-01	68792	22	221	0
2023-01-31	68770	35	221	0
2023-01-30	68735	38	221	0
2023-01-27	68697	15	221	0
2023-01-26	68682	15	221	0
2023-01-25	68667	28	221	0
2023-01-24	68639	22	221	0
2023-01-23	68617	23	221	0
2023-01-20	68594	16	221	0
2023-01-19	68578	18	221	0
2023-01-18	68560	21	221	0
2023-01-17	68539	23	221	0
2023-01-16	68516	25	221	0
2023-01-13	68491	13	221	0
2023-01-12	68478	12	221	0
2023-01-11	68466	21	221	0
2023-01-10	68445	34	221	0
2023-01-09	68411	38	221	0
2023-01-06	68373	35	221	0
2023-01-05	68338	30	221	0
2023-01-04	68308	39	221	0
2023-01-03	68269	87	221	0
2023-01-02	68182	67	221	0
2022-12-30	68115	34	221	0
2022-12-29	68081	42	221	0
2022-12-28	68039	83	221	0
2022-12-27	67956	84	221	1
2022-12-23	67872	45	220	0
2022-12-22	67827	37	220	0
2022-12-21	67790	58	220	0
2022-12-20	67732	84	220	0
2022-12-19	67648	70	220	0
2022-12-16	67578	39	220	0
2022-12-15	67539	42	220	0
2022-12-14	67497	57	220	0
2022-12-13	67440	91	220	0
2022-12-12	67349	59	220	0
2022-12-09	67290	52	220	0
2022-12-08	67238	45	220	0
2022-12-07	67193	44	220	0
2022-12-06	67149	78	220	0
2022-12-05	67071	72	220	0
2022-12-02	66999	44	220	0
2022-12-01	66955	55	220	0
2022-11-30	66900	54	220	0
2022-11-29	66846	63	220	0
2022-11-28	66783	61	220	0
2022-11-25	66722	20	220	0
2022-11-24	66702	57	220	0
2022-11-23	66645	55	220	0
2022-11-22	66590	81	220	0
2022-11-21	66509	94	220	1
2022-11-18	66415	51	219	0
2022-11-17	66364	26	219	0
2022-11-16	66338	56	219	0
2022-11-15	66282	83	219	0
2022-11-14	66199	65	219	0
2022-11-11	66134	48	219	0
2022-11-10	66086	53	219	1
2022-11-09	66033	82	218	0
2022-11-08	65951	106	218	0
2022-11-07	65845	82	218	0
2022-11-06	65763	1	218	0
2022-11-04	65762	60	218	0
2022-11-03	65702	89	218	0
2022-11-02	65613	165	218	0
2022-10-31	65448	136	218	0
2022-10-28	65312	95	218	0
2022-10-27	65217	118	218	0
2022-10-26	65099	140	218	1
2022-10-25	64959	257	217	1
2022-10-24	64702	211	216	0
2022-10-21	64491	158	216	0
2022-10-20	64333	213	216	0
2022-10-19	64120	314	216	0
2022-10-18	63806	387	216	0
2022-10-17	63419	369	216	0
2022-10-14	63050	257	216	1
2022-10-13	62793	406	215	1
2022-10-12	62387	355	214	1
2022-10-11	62032	501	213	1
2022-10-10	61531	655	212	2
2022-10-08	60876	1	210	0
2022-10-07	60875	393	210	0
2022-10-06	60482	486	210	1
2022-10-05	59996	559	209	1
2022-10-04	59437	441	208	0
2022-09-30	58996	221	208	0
2022-09-29	58775	231	208	0
2022-09-28	58544	266	208	0
2022-09-27	58278	319	208	1
2022-09-26	57959	201	207	0
2022-09-23	57758	139	207	0
2022-09-22	57619	126	207	0
2022-09-21	57493	150	207	1
2022-09-20	57343	205	206	0
2022-09-19	57138	116	206	0
2022-09-16	57022	85	206	1
2022-09-15	56937	89	205	1
2022-09-14	56848	97	204	0
2022-09-13	56751	130	204	1
2022-09-12	56621	92	203	0
2022-09-09	56529	56	203	0
2022-09-08	56473	45	203	0
2022-09-07	56428	71	203	0
2022-09-06	56357	95	203	0
2022-09-05	56262	70	203	0
2022-09-02	56192	51	203	0
2022-09-01	56141	47	203	0
2022-08-31	56094	70	203	1
2022-08-30	56024	89	202	0
2022-08-29	55935	86	202	0
2022-08-26	55849	64	202	0
2022-08-25	55785	60	202	0
2022-08-24	55725	59	202	0
2022-08-23	55666	107	202	0
2022-08-22	55559	122	202	0
2022-08-19	55437	61	202	0
2022-08-18	55376	82	202	0
2022-08-17	55294	156	202	0
2022-08-16	55138	146	202	0
2022-08-12	54992	70	202	0
2022-08-11	54922	74	202	0
2022-08-10	54848	97	202	0
2022-08-09	54751	128	202	1
2022-08-08	54623	129	201	0
2022-08-05	54494	93	201	0
2022-08-04	54401	88	201	0
2022-08-03	54313	132	201	0
2022-08-02	54181	165	201	0
2022-08-01	54016	163	201	0
2022-07-29	53853	145	201	0
2022-07-28	53708	142	201	0
2022-07-27	53566	212	201	0
2022-07-26	53354	260	201	0
2022-07-25	53094	254	201	0
2022-07-22	52840	220	201	0
2022-07-21	52620	318	201	0
2022-07-20	52302	386	201	0
2022-07-19	51916	305	201	0
2022-07-18	51611	275	201	0
2022-07-15	51336	223	201	0
2022-07-14	51113	267	201	0
2022-07-13	50846	276	201	0
2022-07-12	50570	326	201	1
2022-07-11	50244	265	200	0
2022-07-08	49979	210	200	0
2022-07-07	49769	288	200	0
2022-07-06	49481	235	200	0
2022-07-05	49246	355	200	1
2022-07-04	48891	222	199	1
2022-07-01	48669	197	198	0
2022-06-30	48472	254	198	2
2022-06-29	48218	270	196	0
2022-06-28	47948	304	196	0
2022-06-27	47644	288	196	0
2022-06-24	47356	212	196	0
2022-06-23	47144	213	196	0
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2022-06-21	46712	289	196	0
2022-06-20	46423	315	196	0
2022-06-17	46108	222	196	2
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2021-09-03	5400	39	117	0
2021-09-02	5361	19	117	0
2021-09-01	5342	20	117	0
2021-08-31	5322	32	117	0
2021-08-30	5290	10	117	0
2021-08-29	5280	7	117	0
2021-08-28	5273	35	117	0
2021-08-27	5238	15	117	0
2021-08-26	5223	23	117	0
2021-08-25	5200	25	117	0
2021-08-24	5175	30	117	0
2021-08-23	5145	7	117	0
2021-08-22	5138	7	117	1
2021-08-21	5131	15	116	0
2021-08-20	5116	18	116	0
2021-08-19	5098	18	116	0
2021-08-18	5080	11	116	0
2021-08-17	5069	14	116	0
2021-08-16	5055	7	116	0
2021-08-15	5048	4	116	0
2021-08-14	5044	6	116	0
2021-08-13	5038	9	116	0
2021-08-12	5029	6	116	0
2021-08-11	5023	5	116	1
2021-08-10	5018	5	115	0
2021-08-09	5013	3	115	0
2021-08-08	5010	3	115	0
2021-08-07	5007	4	115	0
2021-08-06	5003	3	115	0
2021-08-05	5000	7	115	0
2021-08-04	4993	6	115	0
2021-08-03	4987	10	115	0
2021-08-02	4977	1	115	0
2021-08-01	4976	2	115	0
2021-07-31	4974	7	115	0
2021-07-30	4967	2	115	0
2021-07-29	4965	4	115	0
2021-07-28	4961	6	115	0
2021-07-27	4955	7	115	0
2021-07-26	4948	1	115	0
2021-07-25	4947	3	115	0
2021-07-24	4944	3	115	0
2021-07-23	4941	3	115	0
2021-07-22	4938	5	115	0
2021-07-21	4933	5	115	0
2021-07-20	4928	4	115	0
2021-07-19	4924	1	115	0
2021-07-18	4923	1	115	0
2021-07-17	4922	1	115	0
2021-07-15	4921	3	115	0
2021-07-14	4918	4	115	0
2021-07-12	4914	1	115	0
2021-07-09	4913	2	115	0
2021-07-08	4911	1	115	0
2021-07-06	4910	2	115	0
2021-07-04	4908	1	115	0
2021-07-02	4907	3	115	0
2021-07-01	4904	2	115	0
2021-06-30	4902	2	115	0
2021-06-29	4900	1	115	0
2021-06-28	4899	1	115	0
2021-06-26	4898	1	115	0
2021-06-25	4897	4	115	0
2021-06-24	4893	7	115	0
2021-06-23	4886	4	115	0
2021-06-22	4882	2	115	0
2021-06-21	4880	1	115	0
2021-06-19	4879	5	115	0
2021-06-18	4874	2	115	0
2021-06-17	4872	1	115	0
2021-06-16	4871	3	115	0
2021-06-15	4868	6	115	0
2021-06-14	4862	1	115	0
2021-06-13	4861	1	115	0
2021-06-12	4860	8	115	0
2021-06-11	4852	1	115	0
2021-06-10	4851	7	115	0
2021-06-09	4844	3	115	0
2021-06-08	4841	5	115	0
2021-06-07	4836	1	115	0
2021-06-06	4835	4	115	0
2021-06-05	4831	3	115	0
2021-06-04	4828	7	115	0
2021-06-03	4821	6	115	0
2021-06-02	4815	8	115	0
2021-06-01	4807	18	115	0
2021-05-31	4789	16	115	0
2021-05-30	4773	3	115	0
2021-05-29	4770	9	115	0
2021-05-28	4761	6	115	0
2021-05-27	4755	12	115	0
2021-05-26	4743	11	115	0
2021-05-25	4732	21	115	0
2021-05-24	4711	5	115	0
2021-05-23	4706	1	115	0
2021-05-22	4705	10	115	0
2021-05-21	4695	20	115	0
2021-05-20	4675	18	115	0
2021-05-19	4657	8	115	0
2021-05-18	4649	23	115	1
2021-05-17	4626	11	114	0
2021-05-16	4615	7	114	0
2021-05-15	4608	21	114	0
2021-05-14	4587	14	114	0
2021-05-13	4573	5	114	0
2021-05-12	4568	31	114	2
2021-05-11	4537	30	112	0
2021-05-10	4507	19	112	0
2021-05-09	4488	15	112	0
2021-05-08	4473	10	112	0
2021-05-07	4463	22	112	0
2021-05-06	4441	36	112	1
2021-05-05	4405	30	111	1
2021-05-04	4375	35	110	0
2021-05-03	4340	38	110	0
2021-05-02	4302	4	110	0
2021-05-01	4298	11	110	1
2021-04-30	4287	30	109	0
2021-04-29	4257	25	109	0
2021-04-28	4232	28	109	1
2021-04-27	4204	32	108	0
2021-04-26	4172	28	108	0
2021-04-25	4144	5	108	0
2021-04-24	4139	10	108	0
2021-04-23	4129	52	108	0
2021-04-22	4077	21	108	0
2021-04-21	4056	32	108	0
2021-04-20	4024	31	108	1
2021-04-19	3993	16	107	1
2021-04-18	3977	10	106	0
2021-04-17	3967	7	106	0
2021-04-16	3960	25	106	0
2021-04-15	3935	14	106	0
2021-04-14	3921	20	106	1
2021-04-13	3901	28	105	1
2021-04-12	3873	12	104	1
2021-04-11	3861	6	103	0
2021-04-10	3855	23	103	0
2021-04-09	3832	37	103	0
2021-04-08	3795	47	103	0
2021-04-07	3748	27	103	0
2021-04-06	3721	14	103	0
2021-04-05	3707	18	103	1
2021-04-04	3689	8	102	0
2021-04-03	3681	9	102	0
2021-04-02	3672	19	102	0
2021-04-01	3653	29	102	0
2021-03-31	3624	24	102	1
2021-03-30	3600	15	101	0
2021-03-29	3585	3	101	0
2021-03-28	3582	9	101	0
2021-03-27	3573	15	101	0
2021-03-26	3558	21	101	0
2021-03-25	3537	12	101	0
2021-03-24	3525	27	101	0
2021-03-23	3498	8	101	0
2021-03-22	3490	14	101	0
2021-03-21	3476	6	101	0
2021-03-20	3470	8	101	0
2021-03-19	3462	9	101	0
2021-03-18	3453	21	101	1
2021-03-17	3432	12	100	0
2021-03-16	3420	9	100	0
2021-03-15	3411	23	100	0
2021-03-14	3388	1	100	0
2021-03-13	3387	4	100	0
2021-03-12	3383	6	100	0
2021-03-11	3377	13	100	0
2021-03-10	3364	22	100	0
2021-03-09	3342	12	100	0
2021-03-08	3330	8	100	0
2021-03-07	3322	9	100	0
2021-03-06	3313	11	100	1
2021-03-05	3302	8	99	1
2021-03-04	3294	10	98	1
2021-03-03	3284	8	97	0
2021-03-02	3276	15	97	0
2021-03-01	3261	9	97	0
2021-02-28	3252	2	97	0
2021-02-27	3250	3	97	0
2021-02-26	3247	21	97	1
2021-02-25	3226	13	96	0
2021-02-24	3213	7	96	0
2021-02-23	3206	14	96	1
2021-02-22	3192	5	95	0
2021-02-21	3187	1	95	0
2021-02-20	3186	6	95	0
2021-02-19	3180	8	95	0
2021-02-18	3172	13	95	0
2021-02-17	3159	13	95	0
2021-02-16	3146	6	95	1
2021-02-15	3140	5	94	0
2021-02-14	3135	1	94	0
2021-02-13	3134	4	94	0
2021-02-12	3130	14	94	0
2021-02-11	3116	3	94	0
2021-02-10	3113	9	94	0
2021-02-09	3104	17	94	0
2021-02-08	3087	11	94	0
2021-02-07	3076	12	94	0
2021-02-06	3064	10	94	0
2021-02-05	3054	16	94	0
2021-02-04	3038	18	94	0
2021-02-03	3020	16	94	0
2021-02-02	3004	24	94	1
2021-02-01	2980	13	93	0
2021-01-31	2967	13	93	0
2021-01-30	2954	14	93	0
2021-01-29	2940	25	93	1
2021-01-28	2915	36	92	1
2021-01-27	2879	18	91	1
2021-01-26	2861	32	90	0
2021-01-25	2829	4	90	0
2021-01-24	2825	8	90	0
2021-01-23	2817	5	90	0
2021-01-22	2812	24	90	0
2021-01-21	2788	15	90	3
2021-01-20	2773	20	87	2
2021-01-19	2753	20	85	2
2021-01-18	2733	12	83	0
2021-01-17	2721	5	83	0
2021-01-16	2716	9	83	1
2021-01-15	2707	22	82	1
2021-01-14	2685	10	81	1
2021-01-13	2675	23	80	0
2021-01-12	2652	17	80	1
2021-01-11	2635	18	79	1
2021-01-10	2617	3	78	0
2021-01-09	2614	18	78	0
2021-01-08	2596	23	78	2
2021-01-07	2573	29	76	2
2021-01-06	2544	31	74	1
2021-01-05	2513	25	73	1
2021-01-04	2488	25	72	2
2021-01-03	2463	8	70	1
2021-01-02	2455	4	69	0
2021-01-01	2451	13	69	0
2020-12-31	2438	17	69	2
2020-12-30	2421	31	67	1
2020-12-29	2390	21	66	0
2020-12-28	2369	10	66	0
2020-12-27	2359	2	66	0
2020-12-26	2357	5	66	0
2020-12-25	2352	20	66	0
2020-12-24	2332	17	66	1
2020-12-23	2315	32	65	2
2020-12-22	2283	25	63	0
2020-12-21	2258	11	63	1
2020-12-20	2247	27	62	3
2020-12-19	2220	32	59	0
2020-12-18	2188	26	59	0
2020-12-17	2162	32	59	0
2020-12-16	2130	30	59	1
2020-12-15	2100	55	58	3
2020-12-14	2045	22	55	0
2020-12-13	2023	29	55	3
2020-12-12	1994	35	52	0
2020-12-11	1959	27	52	0
2020-12-10	1932	30	52	1
2020-12-09	1902	47	51	1
2020-12-08	1855	24	50	0
2020-12-07	1831	17	50	3
2020-12-06	1814	28	47	2
2020-12-05	1786	31	45	0
2020-12-04	1755	40	45	0
2020-12-03	1715	52	45	2
2020-12-02	1663	38	43	1
2020-12-01	1625	34	42	3
2020-11-30	1591	10	39	0
2020-11-29	1581	26	39	2
2020-11-28	1555	45	37	1
2020-11-27	1510	28	36	2
2020-11-26	1482	24	34	1
2020-11-25	1458	46	33	2
2020-11-24	1412	25	31	0
2020-11-23	1387	18	31	0
2020-11-22	1369	20	31	0
2020-11-21	1349	15	31	0
2020-11-20	1334	30	31	1
2020-11-19	1304	36	30	1
2020-11-18	1268	23	29	0
2020-11-17	1245	33	29	1
2020-11-16	1212	13	28	0
2020-11-15	1199	23	28	2
2020-11-14	1176	14	26	0
2020-11-13	1162	28	26	1
2020-11-12	1134	29	25	0
2020-11-11	1105	30	25	1
2020-11-10	1075	28	24	0
2020-11-09	1047	22	24	0
2020-11-08	1025	20	24	0
2020-11-07	1005	27	24	1
2020-11-06	978	25	23	1
2020-11-05	953	24	22	0
2020-11-04	929	36	22	0
2020-11-03	893	12	22	0
2020-11-02	881	22	22	0
2020-11-01	859	18	22	0
2020-10-31	841	28	22	0
2020-10-30	813	67	22	2
2020-10-29	746	24	20	0
2020-10-28	722	23	20	1
2020-10-27	699	27	19	0
2020-10-26	672	4	19	0
2020-10-25	668	11	19	0
2020-10-24	657	27	19	0
2020-10-23	630	17	19	0
2020-10-22	613	16	19	0
2020-10-21	597	12	19	0
2020-10-20	585	16	19	0
2020-10-19	569	3	19	0
2020-10-18	566	1	19	0
2020-10-17	565	16	19	0
2020-10-16	549	17	19	0
2020-10-15	532	9	19	1
2020-10-14	523	12	18	0
2020-10-13	511	8	18	0
2020-10-12	503	3	18	0
2020-10-11	500	6	18	0
2020-10-10	494	4	18	0
2020-10-09	490	8	18	0
2020-10-08	482	15	18	0
2020-10-07	467	4	18	0
2020-10-06	463	12	18	0
2020-10-05	451	4	18	0
2020-10-03	447	6	18	0
2020-10-02	441	1	18	0
2020-10-01	440	10	18	0
2020-09-30	430	4	18	0
2020-09-27	426	2	18	0
2020-09-25	424	6	18	0
2020-09-24	418	5	18	0
2020-09-23	413	1	18	0
2020-09-21	412	2	18	0
2020-09-19	410	1	18	0
2020-09-18	409	1	18	0
2020-09-16	408	4	18	0
2020-09-15	404	1	18	0
2020-09-14	403	1	18	0
2020-09-13	402	1	18	0
2020-09-11	401	4	18	0
2020-09-09	397	2	18	0
2020-09-08	395	5	18	0
2020-09-05	390	1	18	0
2020-09-04	389	3	18	0
2020-09-03	386	2	18	0
2020-09-02	384	2	18	0
2020-08-28	382	4	18	0
2020-08-27	378	5	18	0
2020-08-26	373	1	18	0
2020-08-21	372	1	18	0
2020-08-20	371	2	18	0
2020-08-19	369	3	18	0
2020-08-17	366	3	18	0
2020-08-14	363	8	18	0
2020-08-13	355	7	18	0
2020-08-12	348	4	18	0
2020-08-11	344	2	18	0
2020-08-10	342	2	18	0
2020-08-07	340	2	18	0
2020-08-06	338	3	18	0
2020-08-05	335	3	18	0
2020-07-30	332	2	18	0
2020-07-21	330	1	18	0
2020-07-18	329	1	18	0
2020-07-17	328	2	18	0
2020-07-16	326	1	18	0
2020-07-15	325	1	18	0
2020-07-14	324	1	18	0
2020-07-12	323	1	18	0
2020-07-11	322	1	18	0
2020-07-10	321	4	18	0
2020-07-09	317	1	18	0
2020-07-08	316	1	18	0
2020-06-09	315	2	18	0
2020-06-01	313	1	18	0
2020-05-31	312	1	18	0
2020-05-30	311	1	18	0
2020-05-29	310	2	18	1
2020-05-26	308	2	17	0
2020-05-19	306	1	17	1
2020-05-14	305	1	16	0
2020-05-13	304	1	16	0
2020-05-11	303	1	16	0
2020-05-08	302	2	16	1
2020-05-07	300	1	15	0
2020-05-06	299	2	15	0
2020-05-05	297	1	15	0
2020-05-04	296	1	15	0
2020-05-03	295	1	15	0
2020-05-02	294	4	15	2
2020-04-30	290	6	13	0
2020-04-29	284	2	13	0
2020-04-28	282	1	13	0
2020-04-26	281	1	13	0
2020-04-24	280	3	13	2
2020-04-22	277	7	11	2
2020-04-21	270	1	9	0
2020-04-20	269	2	9	0
2020-04-17	267	5	9	1
2020-04-16	262	3	8	1
2020-04-15	259	5	7	1
2020-04-14	254	2	6	0
2020-04-13	252	7	6	0
2020-04-12	245	2	6	0
2020-04-11	243	4	6	0
2020-04-10	239	9	6	0
2020-04-09	230	14	6	1
2020-04-08	216	9	5	0
2020-04-07	207	7	5	0
2020-04-06	200	10	5	0
2020-04-05	190	3	5	0
2020-04-04	187	14	5	1
2020-04-03	173	10	4	0
2020-04-02	163	9	4	0
2020-04-01	154	9	4	0
2020-03-31	145	14	4	0
2020-03-30	131	13	4	0
2020-03-29	118	11	4	1
2020-03-28	107	1	3	0
2020-03-27	106	9	3	1
2020-03-26	97	12	2	0
2020-03-25	85	5	2	0
2020-03-24	80	12	2	0
2020-03-23	68	7	2	0
2020-03-22	61	15	2	1
2020-03-21	46	13	1	0
2020-03-20	33	5	1	0
2020-03-19	28	8	1	0
2020-03-18	20	2	1	0
2020-03-17	18	2	1	0
2020-03-16	16	3	1	1
2020-03-15	13	7	0	0
2020-03-13	6	2	0	0
2020-03-11	4	1	0	0
2020-03-09	3	2	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: 0:03:03.121465