Germany: SK Rosenheim (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 11:51:32 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Rosenheim")
print(f'Population of country="Germany", subregion="SK Rosenheim": {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 Rosenheim": 63508 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	34719	11	150	0
2023-03-03	34708	6	150	0
2023-03-02	34702	10	150	0
2023-03-01	34692	19	150	0
2023-02-28	34673	10	150	0
2023-02-27	34663	17	150	0
2023-02-24	34646	4	150	0
2023-02-23	34642	14	150	0
2023-02-22	34628	8	150	0
2023-02-21	34620	5	150	0
2023-02-20	34615	15	150	0
2023-02-17	34600	7	150	0
2023-02-16	34593	14	150	0
2023-02-15	34579	6	150	0
2023-02-14	34573	9	150	0
2023-02-13	34564	9	150	0
2023-02-10	34555	6	150	0
2023-02-09	34549	7	150	0
2023-02-08	34542	6	150	0
2023-02-07	34536	13	150	0
2023-02-06	34523	11	150	0
2023-02-03	34512	8	150	0
2023-02-02	34504	13	150	0
2023-02-01	34491	4	150	0
2023-01-31	34487	8	150	0
2023-01-30	34479	19	150	0
2023-01-27	34460	13	150	0
2023-01-26	34447	6	150	0
2023-01-25	34441	5	150	0
2023-01-24	34436	9	150	0
2023-01-23	34427	15	150	0
2023-01-20	34412	5	150	0
2023-01-19	34407	4	150	0
2023-01-18	34403	6	150	0
2023-01-17	34397	7	150	0
2023-01-16	34390	14	150	0
2023-01-13	34376	8	150	0
2023-01-12	34368	8	150	0
2023-01-11	34360	19	150	0
2023-01-10	34341	12	150	0
2023-01-09	34329	17	150	0
2023-01-05	34312	5	150	0
2023-01-04	34307	15	150	1
2023-01-03	34292	12	149	0
2023-01-02	34280	12	149	0
2022-12-30	34268	7	149	0
2022-12-29	34261	11	149	0
2022-12-28	34250	13	149	0
2022-12-27	34237	23	149	1
2022-12-23	34214	7	148	0
2022-12-22	34207	12	148	0
2022-12-21	34195	18	148	2
2022-12-20	34177	6	146	0
2022-12-19	34171	31	146	0
2022-12-16	34140	14	146	0
2022-12-15	34126	19	146	0
2022-12-14	34107	15	146	0
2022-12-13	34092	9	146	0
2022-12-12	34083	17	146	0
2022-12-09	34066	17	146	0
2022-12-08	34049	11	146	0
2022-12-07	34038	11	146	0
2022-12-06	34027	17	146	0
2022-12-05	34010	23	146	0
2022-12-02	33987	9	146	0
2022-12-01	33978	17	146	0
2022-11-30	33961	20	146	0
2022-11-29	33941	17	146	0
2022-11-28	33924	28	146	0
2022-11-25	33896	10	146	0
2022-11-24	33886	15	146	0
2022-11-23	33871	20	146	0
2022-11-22	33851	19	146	0
2022-11-21	33832	31	146	0
2022-11-18	33801	17	146	0
2022-11-17	33784	10	146	0
2022-11-16	33774	21	146	0
2022-11-15	33753	19	146	0
2022-11-14	33734	17	146	0
2022-11-11	33717	19	146	0
2022-11-10	33698	12	146	0
2022-11-09	33686	24	146	0
2022-11-08	33662	36	146	0
2022-11-07	33626	35	146	0
2022-11-04	33591	14	146	0
2022-11-03	33577	13	146	0
2022-11-02	33564	16	146	0
2022-10-31	33548	28	146	0
2022-10-28	33520	16	146	0
2022-10-27	33504	25	146	0
2022-10-26	33479	30	146	0
2022-10-25	33449	21	146	0
2022-10-24	33428	56	146	1
2022-10-21	33372	24	145	0
2022-10-20	33348	44	145	0
2022-10-19	33304	61	145	0
2022-10-18	33243	40	145	0
2022-10-17	33203	94	145	0
2022-10-14	33109	32	145	0
2022-10-13	33077	83	145	1
2022-10-12	32994	98	144	0
2022-10-11	32896	45	144	0
2022-10-10	32851	177	144	0
2022-10-07	32674	75	144	0
2022-10-06	32599	84	144	0
2022-10-05	32515	136	144	0
2022-10-04	32379	213	144	2
2022-09-30	32166	78	142	0
2022-09-29	32088	65	142	0
2022-09-28	32023	111	142	0
2022-09-27	31912	116	142	0
2022-09-26	31796	151	142	0
2022-09-23	31645	64	142	0
2022-09-22	31581	88	142	0
2022-09-21	31493	93	142	1
2022-09-20	31400	101	141	0
2022-09-19	31299	197	141	1
2022-09-16	31102	99	140	1
2022-09-15	31003	133	139	0
2022-09-14	30870	160	139	1
2022-09-13	30710	124	138	0
2022-09-12	30586	143	138	0
2022-09-09	30443	74	138	1
2022-09-08	30369	68	137	1
2022-09-07	30301	81	136	0
2022-09-06	30220	33	136	0
2022-09-05	30187	53	136	0
2022-09-02	30134	15	136	0
2022-09-01	30119	18	136	0
2022-08-31	30101	22	136	1
2022-08-30	30079	15	135	0
2022-08-29	30064	28	135	0
2022-08-26	30036	28	135	0
2022-08-25	30008	13	135	0
2022-08-24	29995	20	135	0
2022-08-23	29975	16	135	0
2022-08-22	29959	47	135	0
2022-08-19	29912	6	135	0
2022-08-18	29906	18	135	0
2022-08-17	29888	45	135	0
2022-08-16	29843	60	135	0
2022-08-12	29783	20	135	0
2022-08-11	29763	30	135	0
2022-08-10	29733	39	135	0
2022-08-09	29694	37	135	0
2022-08-08	29657	68	135	0
2022-08-05	29589	43	135	0
2022-08-04	29546	71	135	0
2022-08-03	29475	36	135	0
2022-08-02	29439	73	135	0
2022-08-01	29366	101	135	0
2022-07-31	29265	1	135	0
2022-07-30	29264	1	135	0
2022-07-29	29263	49	135	0
2022-07-28	29214	62	135	0
2022-07-27	29152	143	135	0
2022-07-26	29009	77	135	0
2022-07-25	28932	157	135	1
2022-07-24	28775	1	134	0
2022-07-23	28774	2	134	0
2022-07-22	28772	90	134	0
2022-07-21	28682	80	134	0
2022-07-20	28602	112	134	0
2022-07-19	28490	70	134	0
2022-07-18	28420	125	134	0
2022-07-16	28295	2	134	0
2022-07-15	28293	75	134	0
2022-07-14	28218	95	134	1
2022-07-13	28123	84	133	0
2022-07-12	28039	84	133	0
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2022-07-09	27816	1	133	0
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2022-07-01	27381	58	133	0
2022-06-30	27323	21	133	0
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2021-09-15	4551	33	74	2
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2021-09-13	4502	2	72	0
2021-09-12	4500	19	72	0
2021-09-11	4481	16	72	0
2021-09-10	4465	18	72	0
2021-09-09	4447	23	72	0
2021-09-08	4424	30	72	0
2021-09-07	4394	42	72	0
2021-09-06	4352	7	72	0
2021-09-05	4345	1	72	0
2021-09-04	4344	12	72	0
2021-09-03	4332	15	72	0
2021-09-02	4317	32	72	0
2021-09-01	4285	20	72	0
2021-08-31	4265	33	72	1
2021-08-30	4232	15	71	1
2021-08-29	4217	9	70	1
2021-08-28	4208	15	69	0
2021-08-27	4193	10	69	0
2021-08-26	4183	17	69	0
2021-08-25	4166	25	69	0
2021-08-24	4141	43	69	1
2021-08-23	4098	16	68	0
2021-08-22	4082	11	68	0
2021-08-21	4071	12	68	0
2021-08-20	4059	3	68	0
2021-08-19	4056	15	68	0
2021-08-18	4041	25	68	0
2021-08-17	4016	14	68	0
2021-08-16	4002	9	68	0
2021-08-15	3993	2	68	0
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2021-08-13	3986	12	68	0
2021-08-12	3974	4	68	0
2021-08-11	3970	4	68	0
2021-08-10	3966	4	68	0
2021-08-08	3962	1	68	0
2021-08-07	3961	3	68	1
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2021-07-30	3954	1	67	0
2021-07-29	3953	1	67	0
2021-07-27	3952	2	67	0
2021-07-25	3950	2	67	0
2021-07-24	3948	1	67	0
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2021-07-22	3946	2	67	0
2021-07-21	3944	1	67	0
2021-07-19	3943	1	67	0
2021-07-17	3942	1	67	0
2021-07-16	3941	1	67	0
2021-07-15	3940	1	67	0
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2021-06-03	3903	1	67	0
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2021-06-01	3901	8	67	0
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2021-05-28	3887	1	67	0
2021-05-27	3886	11	67	0
2021-05-26	3875	2	67	1
2021-05-25	3873	3	66	1
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2021-05-23	3868	3	65	0
2021-05-22	3865	3	65	0
2021-05-21	3862	4	65	0
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2021-05-18	3843	2	65	0
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2021-05-15	3833	10	65	0
2021-05-14	3823	6	65	0
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2021-05-12	3805	4	65	0
2021-05-11	3801	8	65	0
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2021-05-08	3780	19	65	0
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2021-05-04	3713	20	65	0
2021-05-03	3693	7	65	0
2021-05-02	3686	7	65	0
2021-05-01	3679	18	65	0
2021-04-30	3661	15	65	0
2021-04-29	3646	16	65	0
2021-04-28	3630	15	65	0
2021-04-27	3615	11	65	1
2021-04-26	3604	7	64	0
2021-04-25	3597	10	64	1
2021-04-24	3587	16	63	0
2021-04-23	3571	17	63	0
2021-04-22	3554	22	63	0
2021-04-21	3532	14	63	0
2021-04-20	3518	14	63	0
2021-04-19	3504	6	63	0
2021-04-18	3498	17	63	0
2021-04-17	3481	12	63	0
2021-04-16	3469	22	63	0
2021-04-15	3447	7	63	0
2021-04-14	3440	16	63	1
2021-04-13	3424	18	62	0
2021-04-12	3406	10	62	0
2021-04-11	3396	5	62	0
2021-04-10	3391	6	62	0
2021-04-09	3385	21	62	0
2021-04-08	3364	26	62	0
2021-04-07	3338	20	62	0
2021-04-06	3318	14	62	0
2021-04-05	3304	2	62	0
2021-04-04	3302	7	62	1
2021-04-03	3295	2	61	0
2021-04-02	3293	6	61	0
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2021-03-31	3269	13	61	0
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2021-03-28	3240	9	61	0
2021-03-27	3231	13	61	0
2021-03-26	3218	7	61	0
2021-03-25	3211	10	61	0
2021-03-24	3201	14	61	0
2021-03-23	3187	16	61	0
2021-03-22	3171	3	61	0
2021-03-21	3168	9	61	0
2021-03-20	3159	10	61	0
2021-03-19	3149	14	61	0
2021-03-18	3135	11	61	0
2021-03-17	3124	18	61	0
2021-03-16	3106	28	61	0
2021-03-15	3078	2	61	0
2021-03-14	3076	23	61	0
2021-03-13	3053	24	61	0
2021-03-12	3029	23	61	0
2021-03-11	3006	15	61	0
2021-03-10	2991	24	61	0
2021-03-09	2967	20	61	0
2021-03-08	2947	3	61	0
2021-03-07	2944	3	61	0
2021-03-06	2941	10	61	0
2021-03-05	2931	14	61	1
2021-03-04	2917	13	60	0
2021-03-03	2904	13	60	1
2021-03-02	2891	13	59	0
2021-02-28	2878	8	59	0
2021-02-27	2870	6	59	0
2021-02-26	2864	4	59	0
2021-02-25	2860	8	59	0
2021-02-24	2852	7	59	0
2021-02-23	2845	2	59	0
2021-02-22	2843	2	59	0
2021-02-21	2841	5	59	0
2021-02-20	2836	8	59	0
2021-02-19	2828	9	59	1
2021-02-18	2819	4	58	0
2021-02-17	2815	2	58	0
2021-02-16	2813	2	58	0
2021-02-14	2811	3	58	0
2021-02-13	2808	4	58	0
2021-02-12	2804	8	58	0
2021-02-11	2796	5	58	1
2021-02-10	2791	9	57	0
2021-02-09	2782	12	57	0
2021-02-07	2770	5	57	0
2021-02-06	2765	4	57	0
2021-02-05	2761	7	57	0
2021-02-04	2754	5	57	0
2021-02-03	2749	5	57	0
2021-02-02	2744	5	57	0
2021-02-01	2739	1	57	0
2021-01-31	2738	8	57	0
2021-01-30	2730	10	57	0
2021-01-29	2720	7	57	0
2021-01-28	2713	11	57	0
2021-01-27	2702	10	57	0
2021-01-26	2692	8	57	0
2021-01-24	2684	9	57	0
2021-01-23	2675	20	57	0
2021-01-22	2655	10	57	0
2021-01-21	2645	12	57	0
2021-01-20	2633	14	57	0
2021-01-19	2619	13	57	0
2021-01-18	2606	4	57	0
2021-01-17	2602	7	57	0
2021-01-16	2595	12	57	0
2021-01-15	2583	18	57	1
2021-01-14	2565	11	56	0
2021-01-13	2554	31	56	0
2021-01-12	2523	21	56	0
2021-01-11	2502	11	56	0
2021-01-10	2491	18	56	0
2021-01-09	2473	20	56	1
2021-01-08	2453	31	55	6
2021-01-07	2422	12	49	1
2021-01-06	2410	18	48	0
2021-01-05	2392	22	48	0
2021-01-04	2370	10	48	1
2021-01-03	2360	5	47	0
2021-01-02	2355	2	47	0
2021-01-01	2353	12	47	0
2020-12-31	2341	20	47	0
2020-12-30	2321	27	47	0
2020-12-29	2294	29	47	1
2020-12-28	2265	7	46	1
2020-12-27	2258	13	45	0
2020-12-26	2245	9	45	1
2020-12-25	2236	25	44	0
2020-12-24	2211	24	44	1
2020-12-23	2187	28	43	2
2020-12-22	2159	30	41	1
2020-12-21	2129	6	40	0
2020-12-20	2123	8	40	1
2020-12-19	2115	8	39	0
2020-12-18	2107	24	39	0
2020-12-17	2083	23	39	0
2020-12-16	2060	35	39	1
2020-12-15	2025	9	38	0
2020-12-14	2016	3	38	0
2020-12-13	2013	8	38	0
2020-12-12	2005	21	38	2
2020-12-11	1984	25	36	1
2020-12-10	1959	34	35	3
2020-12-09	1925	23	32	1
2020-12-08	1902	27	31	0
2020-12-07	1875	9	31	0
2020-12-06	1866	3	31	0
2020-12-05	1863	14	31	0
2020-12-04	1849	23	31	0
2020-12-03	1826	23	31	1
2020-12-02	1803	34	30	0
2020-12-01	1769	34	30	0
2020-11-30	1735	2	30	0
2020-11-29	1733	6	30	0
2020-11-28	1727	20	30	0
2020-11-27	1707	31	30	2
2020-11-26	1676	50	28	0
2020-11-25	1626	28	28	0
2020-11-24	1598	34	28	2
2020-11-23	1564	5	26	1
2020-11-22	1559	6	25	0
2020-11-21	1553	21	25	0
2020-11-20	1532	20	25	0
2020-11-19	1512	27	25	0
2020-11-18	1485	36	25	0
2020-11-17	1449	28	25	1
2020-11-16	1421	11	24	1
2020-11-15	1410	1	23	0
2020-11-14	1409	18	23	0
2020-11-13	1391	12	23	0
2020-11-12	1379	19	23	0
2020-11-11	1360	32	23	0
2020-11-10	1328	39	23	0
2020-11-09	1289	4	23	0
2020-11-08	1285	7	23	0
2020-11-07	1278	20	23	0
2020-11-06	1258	42	23	0
2020-11-05	1216	44	23	0
2020-11-04	1172	42	23	0
2020-11-03	1130	30	23	0
2020-11-02	1100	7	23	0
2020-11-01	1093	12	23	0
2020-10-31	1081	13	23	0
2020-10-30	1068	27	23	0
2020-10-29	1041	24	23	0
2020-10-28	1017	20	23	0
2020-10-27	997	26	23	0
2020-10-26	971	23	23	0
2020-10-25	948	17	23	0
2020-10-24	931	18	23	0
2020-10-23	913	26	23	0
2020-10-22	887	30	23	0
2020-10-21	857	20	23	0
2020-10-20	837	2	23	0
2020-10-19	835	2	23	0
2020-10-18	833	5	23	0
2020-10-17	828	6	23	0
2020-10-16	822	9	23	0
2020-10-15	813	17	23	0
2020-10-14	796	6	23	0
2020-10-13	790	7	23	0
2020-10-12	783	6	23	0
2020-10-11	777	3	23	0
2020-10-10	774	3	23	0
2020-10-09	771	3	23	0
2020-10-08	768	12	23	0
2020-10-07	756	8	23	0
2020-10-06	748	10	23	0
2020-10-05	738	3	23	0
2020-10-04	735	5	23	0
2020-10-02	730	2	23	0
2020-10-01	728	1	23	0
2020-09-30	727	2	23	0
2020-09-29	725	4	23	0
2020-09-28	721	3	23	0
2020-09-26	718	4	23	0
2020-09-25	714	5	23	0
2020-09-24	709	2	23	0
2020-09-23	707	1	23	0
2020-09-22	706	1	23	0
2020-09-21	705	2	23	0
2020-09-20	703	2	23	0
2020-09-19	701	2	23	0
2020-09-17	699	5	23	0
2020-09-16	694	3	23	0
2020-09-15	691	2	23	0
2020-09-14	689	6	23	0
2020-09-13	683	1	23	0
2020-09-11	682	3	23	0
2020-09-10	679	5	23	0
2020-09-09	674	7	23	0
2020-09-08	667	2	23	0
2020-09-07	665	9	23	0
2020-09-06	656	5	23	0
2020-09-05	651	9	23	0
2020-09-04	642	2	23	0
2020-09-03	640	11	23	0
2020-09-02	629	2	23	0
2020-09-01	627	4	23	0
2020-08-31	623	1	23	0
2020-08-28	622	8	23	0
2020-08-27	614	4	23	0
2020-08-26	610	8	23	0
2020-08-25	602	3	23	0
2020-08-24	599	2	23	0
2020-08-23	597	1	23	0
2020-08-22	596	5	23	0
2020-08-21	591	10	23	0
2020-08-20	581	3	23	0
2020-08-19	578	5	23	0
2020-08-18	573	4	23	0
2020-08-17	569	2	23	0
2020-08-16	567	5	23	0
2020-08-15	562	1	23	0
2020-08-14	561	1	23	0
2020-08-13	560	2	23	0
2020-08-12	558	5	23	0
2020-08-11	553	1	23	0
2020-08-10	552	1	23	0
2020-08-08	551	1	23	0
2020-08-07	550	1	23	0
2020-08-04	549	5	23	0
2020-08-03	544	1	23	0
2020-07-31	543	1	23	0
2020-07-30	542	1	23	0
2020-07-29	541	1	23	0
2020-07-26	540	5	23	0
2020-07-25	535	1	23	0
2020-07-24	534	1	23	0
2020-07-22	533	2	23	0
2020-07-21	531	1	23	0
2020-07-20	530	1	23	0
2020-07-16	529	2	23	0
2020-07-15	527	1	23	0
2020-07-14	526	1	23	0
2020-07-02	525	4	23	0
2020-07-01	521	1	23	0
2020-06-29	520	1	23	0
2020-06-25	519	2	23	0
2020-06-24	517	1	23	0
2020-06-21	516	1	23	0
2020-06-18	515	1	23	0
2020-06-13	514	1	23	0
2020-06-09	513	1	23	0
2020-06-07	512	1	23	0
2020-05-29	511	1	23	0
2020-05-28	510	1	23	0
2020-05-27	509	2	23	0
2020-05-21	507	1	23	0
2020-05-20	506	2	23	0
2020-05-17	504	4	23	0
2020-05-16	500	1	23	0
2020-05-15	499	1	23	0
2020-05-14	498	1	23	0
2020-05-13	497	1	23	0
2020-05-12	496	3	23	0
2020-05-11	493	1	23	0
2020-05-10	492	1	23	0
2020-05-09	491	2	23	0
2020-05-08	489	6	23	0
2020-05-07	483	20	23	0
2020-05-04	463	3	23	0
2020-05-03	460	1	23	0
2020-05-01	459	9	23	0
2020-04-30	450	7	23	0
2020-04-29	443	6	23	0
2020-04-28	437	7	23	1
2020-04-26	430	5	22	0
2020-04-25	425	5	22	0
2020-04-24	420	1	22	0
2020-04-23	419	34	22	0
2020-04-22	385	14	22	0
2020-04-21	371	9	22	0
2020-04-20	362	5	22	0
2020-04-19	357	9	22	0
2020-04-18	348	8	22	1
2020-04-17	340	2	21	0
2020-04-16	338	16	21	2
2020-04-15	322	21	19	1
2020-04-14	301	10	18	2
2020-04-12	291	3	16	0
2020-04-11	288	7	16	0
2020-04-10	281	16	16	1
2020-04-09	265	14	15	1
2020-04-08	251	7	14	0
2020-04-07	244	21	14	2
2020-04-06	223	12	12	0
2020-04-05	211	6	12	0
2020-04-04	205	4	12	1
2020-04-03	201	17	11	1
2020-04-02	184	16	10	2
2020-04-01	168	18	8	1
2020-03-31	150	14	7	2
2020-03-30	136	1	5	0
2020-03-29	135	3	5	0
2020-03-28	132	7	5	0
2020-03-27	125	11	5	0
2020-03-26	114	14	5	0
2020-03-25	100	26	5	2
2020-03-24	74	20	3	1
2020-03-23	54	4	2	0
2020-03-22	50	3	2	0
2020-03-21	47	19	2	2
2020-03-20	28	8	0	0
2020-03-19	20	7	0	0
2020-03-18	13	9	0	0
2020-03-15	4	2	0	0
2020-03-13	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: 0:02:59.273043