Germany: SK Erlangen (Bayern)

• 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 11:36:47 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Erlangen")
print(f'Population of country="Germany", subregion="SK Erlangen": {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 Erlangen": 113292 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	47352	10	157	0
2023-03-03	47342	3	157	0
2023-03-02	47339	8	157	0
2023-03-01	47331	24	157	0
2023-02-28	47307	31	157	0
2023-02-27	47276	62	157	0
2023-02-24	47214	20	157	0
2023-02-23	47194	31	157	0
2023-02-22	47163	21	157	0
2023-02-21	47142	53	157	0
2023-02-20	47089	65	157	0
2023-02-18	47024	1	157	0
2023-02-17	47023	18	157	0
2023-02-16	47005	44	157	0
2023-02-15	46961	39	157	0
2023-02-14	46922	34	157	0
2023-02-13	46888	62	157	0
2023-02-10	46826	26	157	0
2023-02-09	46800	27	157	0
2023-02-08	46773	30	157	0
2023-02-07	46743	27	157	0
2023-02-06	46716	39	157	1
2023-02-03	46677	16	156	0
2023-02-02	46661	17	156	0
2023-02-01	46644	23	156	0
2023-01-31	46621	26	156	0
2023-01-30	46595	28	156	0
2023-01-27	46567	13	156	0
2023-01-26	46554	19	156	0
2023-01-25	46535	25	156	0
2023-01-24	46510	20	156	0
2023-01-23	46490	25	156	0
2023-01-20	46465	18	156	0
2023-01-19	46447	11	156	0
2023-01-18	46436	11	156	0
2023-01-17	46425	17	156	0
2023-01-16	46408	21	156	0
2023-01-15	46387	1	156	0
2023-01-13	46386	10	156	0
2023-01-12	46376	9	156	0
2023-01-11	46367	16	156	0
2023-01-10	46351	23	156	0
2023-01-09	46328	44	156	0
2023-01-05	46284	25	156	1
2023-01-04	46259	27	155	1
2023-01-03	46232	35	154	0
2023-01-02	46197	31	154	0
2022-12-30	46166	19	154	0
2022-12-29	46147	25	154	0
2022-12-28	46122	37	154	0
2022-12-27	46085	77	154	0
2022-12-24	46008	1	154	0
2022-12-23	46007	33	154	0
2022-12-22	45974	41	154	0
2022-12-21	45933	37	154	0
2022-12-20	45896	59	154	0
2022-12-19	45837	54	154	0
2022-12-18	45783	1	154	0
2022-12-17	45782	8	154	0
2022-12-16	45774	25	154	0
2022-12-15	45749	36	154	0
2022-12-14	45713	24	154	0
2022-12-13	45689	36	154	1
2022-12-12	45653	55	153	0
2022-12-10	45598	1	153	0
2022-12-09	45597	23	153	1
2022-12-08	45574	27	152	0
2022-12-07	45547	30	152	1
2022-12-06	45517	40	151	0
2022-12-05	45477	35	151	0
2022-12-03	45442	2	151	0
2022-12-02	45440	22	151	0
2022-12-01	45418	29	151	0
2022-11-30	45389	11	151	0
2022-11-29	45378	35	151	0
2022-11-28	45343	41	151	0
2022-11-25	45302	25	151	0
2022-11-24	45277	25	151	0
2022-11-23	45252	19	151	0
2022-11-22	45233	24	151	0
2022-11-21	45209	26	151	0
2022-11-19	45183	4	151	0
2022-11-18	45179	13	151	0
2022-11-17	45166	54	151	0
2022-11-15	45112	26	151	0
2022-11-14	45086	37	151	0
2022-11-13	45049	1	151	0
2022-11-11	45048	24	151	0
2022-11-10	45024	24	151	0
2022-11-09	45000	57	151	0
2022-11-08	44943	34	151	0
2022-11-07	44909	39	151	0
2022-11-05	44870	2	151	0
2022-11-04	44868	23	151	0
2022-11-03	44845	43	151	0
2022-11-02	44802	66	151	0
2022-11-01	44736	3	151	0
2022-10-31	44733	68	151	0
2022-10-29	44665	1	151	0
2022-10-28	44664	48	151	0
2022-10-27	44616	53	151	0
2022-10-26	44563	54	151	0
2022-10-25	44509	71	151	0
2022-10-24	44438	91	151	0
2022-10-21	44347	64	151	0
2022-10-20	44283	57	151	0
2022-10-19	44226	108	151	0
2022-10-18	44118	225	151	1
2022-10-17	43893	175	150	0
2022-10-16	43718	1	150	0
2022-10-15	43717	12	150	0
2022-10-14	43705	73	150	1
2022-10-13	43632	153	149	0
2022-10-12	43479	112	149	0
2022-10-11	43367	224	149	0
2022-10-10	43143	217	149	0
2022-10-08	42926	6	149	0
2022-10-07	42920	153	149	0
2022-10-06	42767	172	149	0
2022-10-05	42595	158	149	1
2022-10-04	42437	232	148	0
2022-10-01	42205	6	148	0
2022-09-30	42199	79	148	0
2022-09-29	42120	86	148	0
2022-09-28	42034	89	148	0
2022-09-27	41945	111	148	0
2022-09-26	41834	142	148	0
2022-09-25	41692	1	148	0
2022-09-23	41691	48	148	0
2022-09-22	41643	50	148	0
2022-09-21	41593	66	148	0
2022-09-20	41527	52	148	0
2022-09-19	41475	64	148	0
2022-09-16	41411	47	148	0
2022-09-15	41364	17	148	0
2022-09-14	41347	33	148	0
2022-09-13	41314	34	148	0
2022-09-12	41280	60	148	0
2022-09-09	41220	31	148	0
2022-09-08	41189	23	148	0
2022-09-07	41166	38	148	0
2022-09-06	41128	29	148	0
2022-09-05	41099	51	148	1
2022-09-02	41048	23	147	0
2022-09-01	41025	31	147	0
2022-08-31	40994	25	147	0
2022-08-30	40969	53	147	0
2022-08-29	40916	62	147	0
2022-08-26	40854	13	147	0
2022-08-25	40841	48	147	0
2022-08-24	40793	33	147	0
2022-08-23	40760	39	147	0
2022-08-22	40721	69	147	0
2022-08-20	40652	1	147	0
2022-08-19	40651	34	147	1
2022-08-18	40617	31	146	1
2022-08-17	40586	65	145	0
2022-08-16	40521	55	145	0
2022-08-15	40466	93	145	0
2022-08-12	40373	42	145	0
2022-08-11	40331	48	145	0
2022-08-10	40283	57	145	0
2022-08-09	40226	73	145	0
2022-08-08	40153	53	145	0
2022-08-06	40100	43	145	0
2022-08-05	40057	54	145	1
2022-08-04	40003	54	144	0
2022-08-03	39949	94	144	0
2022-08-02	39855	95	144	0
2022-08-01	39760	80	144	1
2022-07-31	39680	1	143	0
2022-07-30	39679	75	143	0
2022-07-29	39604	69	143	0
2022-07-28	39535	90	143	0
2022-07-27	39445	102	143	0
2022-07-26	39343	146	143	0
2022-07-25	39197	134	143	0
2022-07-24	39063	2	143	0
2022-07-23	39061	105	143	0
2022-07-22	38956	104	143	0
2022-07-21	38852	159	143	0
2022-07-20	38693	183	143	0
2022-07-19	38510	142	143	0
2022-07-18	38368	113	143	0
2022-07-17	38255	2	143	0
2022-07-16	38253	49	143	0
2022-07-15	38204	64	143	1
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2022-07-07	37429	198	140	0
2022-07-06	37231	194	140	0
2022-07-05	37037	192	140	1
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2021-10-09	4617	7	99	0
2021-10-08	4610	15	99	0
2021-10-07	4595	5	99	0
2021-10-06	4590	9	99	0
2021-10-05	4581	7	99	0
2021-10-04	4574	9	99	0
2021-10-03	4565	9	99	0
2021-10-02	4556	11	99	0
2021-10-01	4545	14	99	0
2021-09-30	4531	18	99	0
2021-09-29	4513	11	99	0
2021-09-28	4502	10	99	0
2021-09-27	4492	3	99	0
2021-09-26	4489	5	99	0
2021-09-25	4484	8	99	0
2021-09-24	4476	9	99	0
2021-09-23	4467	13	99	0
2021-09-22	4454	9	99	0
2021-09-21	4445	22	99	0
2021-09-20	4423	7	99	1
2021-09-19	4416	9	98	0
2021-09-18	4407	12	98	3
2021-09-17	4395	7	95	0
2021-09-16	4388	12	95	0
2021-09-15	4376	22	95	0
2021-09-14	4354	17	95	0
2021-09-13	4337	10	95	0
2021-09-12	4327	6	95	0
2021-09-11	4321	14	95	0
2021-09-10	4307	13	95	0
2021-09-09	4294	21	95	0
2021-09-08	4273	21	95	0
2021-09-07	4252	5	95	0
2021-09-06	4247	8	95	0
2021-09-05	4239	12	95	0
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2021-09-03	4220	8	95	0
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2021-08-31	4190	8	95	0
2021-08-30	4182	1	95	0
2021-08-29	4181	7	95	0
2021-08-28	4174	9	95	0
2021-08-27	4165	14	95	0
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2021-08-24	4134	11	95	0
2021-08-23	4123	2	95	0
2021-08-22	4121	1	95	0
2021-08-21	4120	7	95	0
2021-08-20	4113	1	95	0
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2021-08-13	4076	2	95	0
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2021-08-08	4065	3	95	0
2021-08-07	4062	2	95	0
2021-08-06	4060	3	95	0
2021-08-05	4057	2	95	0
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2021-07-31	4052	3	95	0
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2021-07-29	4046	2	95	0
2021-07-28	4044	5	95	0
2021-07-27	4039	5	95	0
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2021-07-24	4033	3	95	0
2021-07-23	4030	2	95	0
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2021-07-21	4027	4	95	0
2021-07-20	4023	2	95	0
2021-07-19	4021	1	95	0
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2021-07-17	4017	4	95	0
2021-07-16	4013	3	95	0
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2021-07-14	4008	1	95	0
2021-07-13	4007	2	95	0
2021-07-10	4005	2	95	0
2021-07-09	4003	1	95	0
2021-07-04	4002	2	95	0
2021-07-03	4000	1	95	0
2021-07-02	3999	1	95	0
2021-06-30	3998	2	95	0
2021-06-29	3996	1	95	0
2021-06-27	3995	1	95	0
2021-06-25	3994	4	95	0
2021-06-20	3990	1	95	0
2021-06-19	3989	2	95	0
2021-06-16	3987	5	95	0
2021-06-12	3982	5	95	0
2021-06-11	3977	1	95	0
2021-06-10	3976	6	95	0
2021-06-09	3970	3	95	0
2021-06-08	3967	6	95	0
2021-06-07	3961	2	95	0
2021-06-06	3959	5	95	0
2021-06-04	3954	5	95	0
2021-06-03	3949	3	95	0
2021-06-02	3946	7	95	0
2021-06-01	3939	11	95	0
2021-05-31	3928	3	95	0
2021-05-30	3925	8	95	0
2021-05-29	3917	3	95	0
2021-05-28	3914	2	95	1
2021-05-27	3912	2	94	0
2021-05-26	3910	2	94	0
2021-05-25	3908	3	94	0
2021-05-24	3905	4	94	0
2021-05-23	3901	2	94	0
2021-05-22	3899	4	94	0
2021-05-21	3895	9	94	0
2021-05-20	3886	9	94	0
2021-05-19	3877	10	94	0
2021-05-18	3867	7	94	1
2021-05-17	3860	8	93	0
2021-05-16	3852	7	93	0
2021-05-15	3845	5	93	0
2021-05-14	3840	9	93	1
2021-05-13	3831	11	92	0
2021-05-12	3820	14	92	0
2021-05-11	3806	7	92	0
2021-05-10	3799	5	92	0
2021-05-09	3794	4	92	0
2021-05-08	3790	1	92	0
2021-05-07	3789	19	92	0
2021-05-06	3770	14	92	0
2021-05-05	3756	32	92	0
2021-05-04	3724	20	92	0
2021-05-03	3704	10	92	0
2021-05-02	3694	5	92	0
2021-05-01	3689	8	92	0
2021-04-30	3681	20	92	0
2021-04-29	3661	9	92	0
2021-04-28	3652	19	92	0
2021-04-27	3633	29	92	1
2021-04-26	3604	9	91	0
2021-04-25	3595	10	91	0
2021-04-24	3585	15	91	0
2021-04-23	3570	18	91	0
2021-04-22	3552	16	91	0
2021-04-21	3536	29	91	0
2021-04-20	3507	28	91	0
2021-04-19	3479	19	91	0
2021-04-18	3460	8	91	0
2021-04-17	3452	12	91	0
2021-04-16	3440	21	91	0
2021-04-15	3419	20	91	0
2021-04-14	3399	34	91	0
2021-04-13	3365	26	91	0
2021-04-12	3339	7	91	0
2021-04-11	3332	6	91	1
2021-04-10	3326	22	90	0
2021-04-09	3304	27	90	0
2021-04-08	3277	27	90	0
2021-04-07	3250	25	90	0
2021-04-06	3225	8	90	1
2021-04-05	3217	8	89	0
2021-04-04	3209	6	89	0
2021-04-03	3203	10	89	1
2021-04-02	3193	11	88	0
2021-04-01	3182	6	88	0
2021-03-31	3176	27	88	0
2021-03-30	3149	14	88	0
2021-03-29	3135	4	88	0
2021-03-28	3131	8	88	0
2021-03-27	3123	16	88	0
2021-03-26	3107	19	88	0
2021-03-25	3088	12	88	0
2021-03-24	3076	20	88	0
2021-03-23	3056	21	88	0
2021-03-22	3035	4	88	0
2021-03-21	3031	12	88	0
2021-03-20	3019	9	88	0
2021-03-19	3010	15	88	0
2021-03-18	2995	9	88	1
2021-03-17	2986	16	87	0
2021-03-16	2970	17	87	0
2021-03-15	2953	3	87	0
2021-03-14	2950	8	87	0
2021-03-13	2942	9	87	0
2021-03-12	2933	11	87	0
2021-03-11	2922	12	87	0
2021-03-10	2910	25	87	0
2021-03-09	2885	11	87	0
2021-03-08	2874	1	87	0
2021-03-07	2873	3	87	0
2021-03-06	2870	11	87	1
2021-03-05	2859	8	86	1
2021-03-04	2851	8	85	0
2021-03-03	2843	5	85	0
2021-03-02	2838	5	85	0
2021-03-01	2833	8	85	1
2021-02-28	2825	2	84	0
2021-02-27	2823	7	84	0
2021-02-26	2816	14	84	0
2021-02-25	2802	4	84	0
2021-02-24	2798	9	84	0
2021-02-23	2789	9	84	0
2021-02-22	2780	5	84	1
2021-02-21	2775	1	83	0
2021-02-20	2774	11	83	0
2021-02-19	2763	9	83	0
2021-02-18	2754	4	83	0
2021-02-17	2750	5	83	0
2021-02-16	2745	9	83	0
2021-02-15	2736	6	83	1
2021-02-14	2730	3	82	0
2021-02-13	2727	7	82	0
2021-02-12	2720	4	82	1
2021-02-11	2716	9	81	0
2021-02-10	2707	10	81	0
2021-02-09	2697	6	81	0
2021-02-08	2691	4	81	0
2021-02-07	2687	5	81	0
2021-02-06	2682	8	81	0
2021-02-05	2674	1	81	1
2021-02-04	2673	10	80	0
2021-02-03	2663	4	80	0
2021-02-02	2659	8	80	0
2021-02-01	2651	2	80	0
2021-01-31	2649	5	80	0
2021-01-30	2644	9	80	0
2021-01-29	2635	6	80	1
2021-01-28	2629	11	79	0
2021-01-27	2618	9	79	0
2021-01-26	2609	20	79	0
2021-01-25	2589	8	79	0
2021-01-24	2581	3	79	0
2021-01-23	2578	10	79	0
2021-01-22	2568	13	79	0
2021-01-21	2555	13	79	0
2021-01-20	2542	23	79	1
2021-01-19	2519	23	78	4
2021-01-18	2496	9	74	0
2021-01-17	2487	9	74	0
2021-01-16	2478	13	74	0
2021-01-15	2465	24	74	0
2021-01-14	2441	43	74	5
2021-01-13	2398	22	69	1
2021-01-12	2376	21	68	1
2021-01-11	2355	15	67	0
2021-01-10	2340	21	67	2
2021-01-09	2319	15	65	0
2021-01-08	2304	14	65	1
2021-01-07	2290	26	64	2
2021-01-06	2264	11	62	0
2021-01-05	2253	20	62	1
2021-01-04	2233	11	61	2
2021-01-03	2222	9	59	0
2021-01-02	2213	12	59	0
2021-01-01	2201	11	59	0
2020-12-31	2190	25	59	0
2020-12-30	2165	23	59	1
2020-12-29	2142	25	58	1
2020-12-28	2117	16	57	1
2020-12-27	2101	9	56	1
2020-12-26	2092	6	55	1
2020-12-25	2086	23	54	0
2020-12-24	2063	24	54	0
2020-12-23	2039	24	54	0
2020-12-22	2015	24	54	0
2020-12-21	1991	19	54	0
2020-12-20	1972	19	54	1
2020-12-19	1953	27	53	0
2020-12-18	1926	29	53	0
2020-12-17	1897	26	53	1
2020-12-16	1871	30	52	0
2020-12-15	1841	52	52	6
2020-12-14	1789	12	46	0
2020-12-13	1777	28	46	0
2020-12-12	1749	24	46	1
2020-12-11	1725	63	45	5
2020-12-10	1662	41	40	3
2020-12-09	1621	37	37	1
2020-12-08	1584	29	36	2
2020-12-07	1555	25	34	0
2020-12-06	1530	24	34	1
2020-12-05	1506	16	33	1
2020-12-04	1490	27	32	1
2020-12-03	1463	35	31	4
2020-12-02	1428	44	27	1
2020-12-01	1384	12	26	0
2020-11-30	1372	27	26	2
2020-11-29	1345	16	24	0
2020-11-28	1329	37	24	0
2020-11-27	1292	13	24	0
2020-11-26	1279	45	24	2
2020-11-25	1234	37	22	1
2020-11-24	1197	25	21	2
2020-11-23	1172	16	19	0
2020-11-22	1156	9	19	0
2020-11-21	1147	44	19	1
2020-11-20	1103	49	18	0
2020-11-19	1054	27	18	1
2020-11-18	1027	26	17	0
2020-11-17	1001	26	17	1
2020-11-16	975	17	16	0
2020-11-15	958	7	16	0
2020-11-14	951	12	16	0
2020-11-13	939	30	16	0
2020-11-12	909	28	16	0
2020-11-11	881	14	16	1
2020-11-10	867	27	15	1
2020-11-09	840	21	14	1
2020-11-08	819	23	13	0
2020-11-07	796	19	13	0
2020-11-06	777	23	13	0
2020-11-05	754	23	13	0
2020-11-04	731	27	13	0
2020-11-03	704	29	13	0
2020-11-02	675	20	13	0
2020-11-01	655	4	13	0
2020-10-31	651	30	13	0
2020-10-30	621	17	13	1
2020-10-29	604	13	12	0
2020-10-28	591	21	12	0
2020-10-27	570	20	12	0
2020-10-26	550	9	12	0
2020-10-25	541	6	12	0
2020-10-24	535	8	12	0
2020-10-23	527	10	12	0
2020-10-22	517	14	12	0
2020-10-21	503	25	12	0
2020-10-20	478	4	12	0
2020-10-19	474	5	12	0
2020-10-18	469	1	12	0
2020-10-17	468	8	12	0
2020-10-16	460	8	12	0
2020-10-15	452	6	12	0
2020-10-14	446	11	12	0
2020-10-13	435	7	12	0
2020-10-12	428	3	12	0
2020-10-11	425	3	12	0
2020-10-10	422	4	12	0
2020-10-09	418	7	12	0
2020-10-08	411	5	12	0
2020-10-07	406	3	12	0
2020-10-05	403	1	12	0
2020-10-03	402	2	12	0
2020-10-02	400	3	12	0
2020-10-01	397	1	12	0
2020-09-30	396	4	12	0
2020-09-29	392	6	12	0
2020-09-28	386	3	12	0
2020-09-24	383	6	12	0
2020-09-23	377	3	12	0
2020-09-21	374	2	12	1
2020-09-20	372	1	11	0
2020-09-19	371	3	11	0
2020-09-18	368	7	11	0
2020-09-17	361	3	11	0
2020-09-16	358	2	11	0
2020-09-15	356	7	11	0
2020-09-14	349	2	11	0
2020-09-13	347	1	11	0
2020-09-12	346	4	11	0
2020-09-10	342	2	11	0
2020-09-09	340	4	11	0
2020-09-08	336	4	11	0
2020-09-07	332	4	11	0
2020-09-06	328	1	11	0
2020-09-05	327	6	11	0
2020-09-04	321	3	11	0
2020-09-03	318	4	11	0
2020-09-01	314	2	11	0
2020-08-31	312	1	11	0
2020-08-29	311	1	11	0
2020-08-28	310	2	11	0
2020-08-27	308	3	11	0
2020-08-26	305	1	11	0
2020-08-25	304	2	11	0
2020-08-24	302	5	11	0
2020-08-21	297	2	11	0
2020-08-20	295	4	11	0
2020-08-19	291	1	11	0
2020-08-18	290	1	11	0
2020-08-17	289	2	11	0
2020-08-16	287	2	11	0
2020-08-13	285	4	11	0
2020-08-12	281	2	11	0
2020-08-10	279	1	11	0
2020-08-07	278	1	11	0
2020-08-05	277	2	11	0
2020-08-04	275	3	11	0
2020-08-03	272	2	11	0
2020-08-01	270	1	11	0
2020-07-31	269	4	11	0
2020-07-29	265	1	11	0
2020-07-28	264	2	11	0
2020-07-07	262	3	11	0
2020-07-04	259	1	11	0
2020-06-30	258	1	11	0
2020-06-21	257	1	11	0
2020-06-06	256	1	11	0
2020-05-30	255	1	11	0
2020-05-22	254	2	11	0
2020-05-18	252	4	11	0
2020-05-14	248	1	11	0
2020-05-09	247	3	11	0
2020-05-08	244	1	11	0
2020-05-07	243	1	11	0
2020-05-06	242	1	11	0
2020-05-05	241	1	11	0
2020-05-02	240	5	11	0
2020-04-29	235	1	11	0
2020-04-28	234	7	11	0
2020-04-27	227	2	11	0
2020-04-26	225	1	11	0
2020-04-25	224	1	11	1
2020-04-24	223	5	10	0
2020-04-23	218	1	10	0
2020-04-22	217	3	10	0
2020-04-21	214	3	10	0
2020-04-19	211	2	10	0
2020-04-18	209	1	10	0
2020-04-17	208	4	10	0
2020-04-16	204	7	10	0
2020-04-15	197	8	10	0
2020-04-14	189	5	10	1
2020-04-13	184	13	9	2
2020-04-11	171	2	7	0
2020-04-10	169	3	7	1
2020-04-09	166	10	6	1
2020-04-08	156	10	5	0
2020-04-07	146	8	5	0
2020-04-06	138	4	5	0
2020-04-05	134	9	5	1
2020-04-04	125	8	4	0
2020-04-03	117	13	4	0
2020-04-02	104	13	4	1
2020-04-01	91	13	3	1
2020-03-31	78	7	2	1
2020-03-30	71	3	1	0
2020-03-29	68	1	1	0
2020-03-28	67	6	1	1
2020-03-27	61	4	0	0
2020-03-26	57	5	0	0
2020-03-25	52	9	0	0
2020-03-24	43	11	0	0
2020-03-23	32	2	0	0
2020-03-22	30	4	0	0
2020-03-21	26	2	0	0
2020-03-20	24	3	0	0
2020-03-19	21	2	0	0
2020-03-18	19	3	0	0
2020-03-17	16	5	0	0
2020-03-14	11	1	0	0
2020-03-13	10	2	0	0
2020-03-11	8	4	0	0
2020-03-05	4	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: 0:02:47.705905