Germany: LK Dithmarschen (Schleswig-Holstein)

• 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 15:45:57 CEST

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

overview(country="Germany", subregion="LK Dithmarschen", weeks=5);

overview(country="Germany", subregion="LK Dithmarschen");

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

# load the data
cases, deaths = germany_get_region(landkreis="LK Dithmarschen")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Dithmarschen")
print(f'Population of country="Germany", subregion="LK Dithmarschen": {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 Dithmarschen": 133969 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	53969	14	126	0
2023-03-03	53955	4	126	0
2023-03-02	53951	5	126	0
2023-03-01	53946	26	126	0
2023-02-28	53920	28	126	0
2023-02-27	53892	29	126	0
2023-02-24	53863	25	126	0
2023-02-23	53838	13	126	0
2023-02-22	53825	12	126	0
2023-02-21	53813	27	126	0
2023-02-20	53786	18	126	0
2023-02-17	53768	6	126	0
2023-02-16	53762	13	126	0
2023-02-15	53749	13	126	0
2023-02-14	53736	19	126	0
2023-02-13	53717	16	126	0
2023-02-10	53701	10	126	0
2023-02-09	53691	6	126	0
2023-02-08	53685	15	126	0
2023-02-07	53670	18	126	0
2023-02-06	53652	19	126	0
2023-02-03	53633	15	126	0
2023-02-02	53618	16	126	0
2023-02-01	53602	10	126	0
2023-01-31	53592	22	126	0
2023-01-30	53570	10	126	0
2023-01-27	53560	5	126	0
2023-01-26	53555	4	126	0
2023-01-25	53551	14	126	0
2023-01-24	53537	14	126	0
2023-01-23	53523	9	126	0
2023-01-20	53514	9	126	0
2023-01-19	53505	7	126	0
2023-01-18	53498	12	126	0
2023-01-17	53486	20	126	0
2023-01-16	53466	32	126	0
2023-01-13	53434	17	126	0
2023-01-12	53417	12	126	1
2023-01-11	53405	17	125	0
2023-01-10	53388	34	125	0
2023-01-09	53354	28	125	0
2023-01-06	53326	29	125	0
2023-01-05	53297	26	125	0
2023-01-04	53271	44	125	1
2023-01-03	53227	56	124	0
2023-01-02	53171	42	124	0
2022-12-30	53129	45	124	0
2022-12-29	53084	48	124	0
2022-12-28	53036	86	124	0
2022-12-27	52950	114	124	0
2022-12-23	52836	82	124	0
2022-12-22	52754	85	124	0
2022-12-21	52669	101	124	0
2022-12-20	52568	113	124	0
2022-12-19	52455	110	124	0
2022-12-16	52345	68	124	0
2022-12-15	52277	82	124	1
2022-12-14	52195	102	123	1
2022-12-13	52093	95	122	0
2022-12-12	51998	128	122	1
2022-12-09	51870	67	121	0
2022-12-08	51803	59	121	0
2022-12-07	51744	63	121	1
2022-12-06	51681	68	120	0
2022-12-05	51613	90	120	0
2022-12-02	51523	56	120	0
2022-12-01	51467	50	120	0
2022-11-30	51417	50	120	0
2022-11-29	51367	77	120	0
2022-11-28	51290	46	120	0
2022-11-25	51244	24	120	0
2022-11-24	51220	37	120	0
2022-11-23	51183	43	120	0
2022-11-22	51140	49	120	0
2022-11-21	51091	38	120	0
2022-11-18	51053	40	120	0
2022-11-17	51013	35	120	0
2022-11-16	50978	50	120	0
2022-11-15	50928	103	120	0
2022-11-14	50825	100	120	0
2022-11-11	50725	61	120	0
2022-11-10	50664	71	120	0
2022-11-09	50593	76	120	0
2022-11-08	50517	102	120	0
2022-11-07	50415	89	120	1
2022-11-04	50326	60	119	0
2022-11-03	50266	105	119	0
2022-11-02	50161	131	119	0
2022-11-01	50030	160	119	0
2022-10-28	49870	85	119	0
2022-10-27	49785	102	119	0
2022-10-26	49683	104	119	0
2022-10-25	49579	173	119	0
2022-10-24	49406	168	119	0
2022-10-21	49238	102	119	0
2022-10-20	49136	73	119	0
2022-10-19	49063	107	119	0
2022-10-18	48956	163	119	0
2022-10-17	48793	198	119	0
2022-10-14	48595	111	119	0
2022-10-13	48484	125	119	1
2022-10-12	48359	158	118	0
2022-10-11	48201	206	118	0
2022-10-10	47995	231	118	0
2022-10-07	47764	136	118	0
2022-10-06	47628	219	118	0
2022-10-05	47409	206	118	1
2022-10-04	47203	244	117	1
2022-09-30	46959	127	116	0
2022-09-29	46832	100	116	0
2022-09-28	46732	105	116	0
2022-09-27	46627	137	116	3
2022-09-26	46490	125	113	1
2022-09-24	46365	1	112	0
2022-09-23	46364	51	112	0
2022-09-22	46313	70	112	0
2022-09-21	46243	63	112	0
2022-09-20	46180	89	112	0
2022-09-19	46091	69	112	0
2022-09-16	46022	50	112	0
2022-09-15	45972	55	112	0
2022-09-14	45917	55	112	0
2022-09-13	45862	103	112	0
2022-09-12	45759	83	112	0
2022-09-09	45676	42	112	0
2022-09-08	45634	63	112	0
2022-09-07	45571	52	112	0
2022-09-06	45519	89	112	0
2022-09-05	45430	53	112	0
2022-09-02	45377	37	112	0
2022-09-01	45340	62	112	0
2022-08-31	45278	60	112	0
2022-08-30	45218	96	112	0
2022-08-29	45122	78	112	0
2022-08-26	45044	60	112	0
2022-08-25	44984	62	112	0
2022-08-24	44922	66	112	0
2022-08-23	44856	105	112	0
2022-08-22	44751	99	112	0
2022-08-19	44652	95	112	0
2022-08-18	44557	115	112	0
2022-08-17	44442	89	112	0
2022-08-16	44353	197	112	0
2022-08-15	44156	134	112	0
2022-08-12	44022	91	112	0
2022-08-11	43931	128	112	0
2022-08-10	43803	129	112	0
2022-08-09	43674	170	112	0
2022-08-08	43504	126	112	1
2022-08-05	43378	88	111	0
2022-08-04	43290	111	111	0
2022-08-03	43179	108	111	0
2022-08-02	43071	166	111	0
2022-08-01	42905	134	111	0
2022-07-29	42771	99	111	0
2022-07-28	42672	102	111	0
2022-07-27	42570	147	111	0
2022-07-26	42423	181	111	0
2022-07-25	42242	180	111	0
2022-07-22	42062	93	111	0
2022-07-21	41969	112	111	0
2022-07-20	41857	134	111	0
2022-07-19	41723	215	111	0
2022-07-18	41508	186	111	0
2022-07-15	41322	105	111	0
2022-07-14	41217	124	111	1
2022-07-13	41093	138	110	1
2022-07-12	40955	207	109	0
2022-07-11	40748	174	109	2
2022-07-08	40574	122	107	0
2022-07-07	40452	141	107	0
2022-07-06	40311	154	107	0
2022-07-05	40157	237	107	0
2022-07-04	39920	214	107	0
2022-07-01	39706	174	107	0
2022-06-30	39532	219	107	0
2022-06-29	39313	414	107	0
2022-06-28	38899	129	107	0
2022-06-27	38770	271	107	0
2022-06-24	38499	164	107	0
2022-06-23	38335	209	107	0
2022-06-22	38126	239	107	0
2022-06-21	37887	290	107	0
2022-06-20	37597	378	107	1
2022-06-17	37219	182	106	0
2022-06-16	37037	218	106	0
2022-06-15	36819	252	106	0
2022-06-14	36567	269	106	0
2022-06-13	36298	350	106	0
2022-06-10	35948	155	106	0
2022-06-09	35793	162	106	0
2022-06-08	35631	148	106	0
2022-06-07	35483	237	106	0
2022-06-03	35246	68	106	0
2022-06-02	35178	88	106	0
2022-06-01	35090	143	106	0
2022-05-31	34947	109	106	0
2022-05-30	34838	143	106	0
2022-05-27	34695	95	106	0
2022-05-25	34600	66	106	0
2022-05-24	34534	64	106	0
2022-05-23	34470	125	106	1
2022-05-20	34345	79	105	0
2022-05-19	34266	108	105	0
2022-05-18	34158	115	105	0
2022-05-17	34043	121	105	0
2022-05-16	33922	225	105	0
2022-05-13	33697	122	105	0
2022-05-12	33575	122	105	0
2022-05-11	33453	165	105	1
2022-05-10	33288	208	104	1
2022-05-09	33080	100	103	0
2022-05-08	32980	76	103	0
2022-05-07	32904	134	103	0
2022-05-06	32770	162	103	0
2022-05-05	32608	163	103	1
2022-05-04	32445	211	102	0
2022-05-03	32234	283	102	0
2022-05-02	31951	121	102	0
2022-05-01	31830	117	102	0
2022-04-30	31713	203	102	1
2022-04-29	31510	153	101	0
2022-04-28	31357	232	101	0
2022-04-27	31125	266	101	0
2022-04-26	30859	291	101	2
2022-04-25	30568	175	99	0
2022-04-24	30393	113	99	0
2022-04-23	30280	278	99	1
2022-04-22	30002	289	98	0
2022-04-21	29713	296	98	0
2022-04-20	29417	411	98	0
2022-04-19	29006	182	98	0
2022-04-18	28824	211	98	1
2022-04-17	28613	167	97	0
2022-04-16	28446	228	97	0
2022-04-15	28218	215	97	0
2022-04-14	28003	326	97	0
2022-04-13	27677	333	97	0
2022-04-12	27344	295	97	0
2022-04-11	27049	199	97	0
2022-04-10	26850	184	97	0
2022-04-09	26666	294	97	1
2022-04-08	26372	279	96	0
2022-04-07	26093	301	96	1
2022-04-06	25792	344	95	0
2022-04-05	25448	322	95	0
2022-04-04	25126	157	95	0
2022-04-03	24969	172	95	0
2022-04-02	24797	279	95	0
2022-04-01	24518	333	95	0
2022-03-31	24185	335	95	1
2022-03-30	23850	430	94	2
2022-03-29	23420	364	92	0
2022-03-28	23056	197	92	0
2022-03-27	22859	270	92	0
2022-03-26	22589	487	92	0
2022-03-25	22102	309	92	0
2022-03-24	21793	398	92	1
2022-03-23	21395	433	91	0
2022-03-22	20962	524	91	0
2022-03-21	20438	269	91	0
2022-03-20	20169	323	91	0
2022-03-19	19846	424	91	1
2022-03-18	19422	448	90	0
2022-03-17	18974	623	90	0
2022-03-16	18351	445	90	0
2022-03-15	17906	494	90	1
2022-03-14	17412	279	89	0
2022-03-13	17133	294	89	0
2022-03-12	16839	354	89	0
2022-03-11	16485	490	89	3
2022-03-10	15995	413	86	0
2022-03-09	15582	441	86	0
2022-03-08	15141	410	86	0
2022-03-07	14731	506	86	1
2022-03-06	14225	22	85	0
2022-03-05	14203	96	85	0
2022-03-04	14107	261	85	1
2022-03-03	13846	297	84	0
2022-03-02	13549	377	84	3
2022-03-01	13172	404	81	0
2022-02-28	12768	264	81	1
2022-02-27	12504	71	80	0
2022-02-26	12433	56	80	0
2022-02-25	12377	254	80	0
2022-02-24	12123	213	80	1
2022-02-23	11910	264	79	0
2022-02-22	11646	322	79	1
2022-02-21	11324	109	78	0
2022-02-20	11215	113	78	0
2022-02-19	11102	191	78	0
2022-02-18	10911	176	78	0
2022-02-17	10735	265	78	0
2022-02-16	10470	192	78	0
2022-02-15	10278	235	78	0
2022-02-14	10043	116	78	1
2022-02-13	9927	108	77	0
2022-02-12	9819	202	77	0
2022-02-11	9617	147	77	0
2022-02-10	9470	190	77	0
2022-02-09	9280	261	77	0
2022-02-08	9019	203	77	0
2022-02-07	8816	77	77	1
2022-02-06	8739	104	76	0
2022-02-05	8635	161	76	1
2022-02-04	8474	85	75	0
2022-02-03	8389	209	75	1
2022-02-02	8180	87	74	0
2022-02-01	8093	132	74	1
2022-01-31	7961	72	73	0
2022-01-30	7889	76	73	0
2022-01-29	7813	85	73	0
2022-01-28	7728	116	73	0
2022-01-27	7612	137	73	0
2022-01-26	7475	162	73	1
2022-01-25	7313	126	72	1
2022-01-24	7187	52	71	0
2022-01-23	7135	59	71	0
2022-01-22	7076	96	71	0
2022-01-21	6980	114	71	0
2022-01-20	6866	138	71	0
2022-01-19	6728	112	71	0
2022-01-18	6616	104	71	0
2022-01-17	6512	53	71	0
2022-01-16	6459	69	71	0
2022-01-15	6390	83	71	1
2022-01-14	6307	101	70	0
2022-01-13	6206	114	70	1
2022-01-12	6092	160	69	2
2022-01-11	5932	150	67	1
2022-01-10	5782	54	66	0
2022-01-09	5728	173	66	0
2022-01-08	5555	54	66	0
2022-01-07	5501	166	66	1
2022-01-06	5335	344	65	0
2022-01-05	4991	112	65	0
2022-01-04	4879	118	65	1
2022-01-03	4761	83	64	0
2022-01-02	4678	84	64	1
2022-01-01	4594	149	63	0
2021-12-31	4445	173	63	0
2021-12-30	4272	166	63	0
2021-12-29	4106	105	63	0
2021-12-28	4001	91	63	1
2021-12-27	3910	41	62	0
2021-12-26	3869	61	62	0
2021-12-25	3808	47	62	0
2021-12-24	3761	43	62	0
2021-12-23	3718	42	62	1
2021-12-22	3676	15	61	0
2021-12-21	3661	34	61	0
2021-12-20	3627	14	61	0
2021-12-19	3613	4	61	0
2021-12-18	3609	22	61	0
2021-12-17	3587	15	61	0
2021-12-16	3572	18	61	0
2021-12-15	3554	16	61	0
2021-12-14	3538	34	61	0
2021-12-13	3504	1	61	0
2021-12-12	3503	11	61	0
2021-12-11	3492	23	61	0
2021-12-10	3469	31	61	0
2021-12-09	3438	12	61	0
2021-12-08	3426	28	61	0
2021-12-07	3398	35	61	0
2021-12-06	3363	16	61	0
2021-12-05	3347	11	61	0
2021-12-04	3336	19	61	1
2021-12-03	3317	26	60	0
2021-12-02	3291	10	60	0
2021-12-01	3281	16	60	0
2021-11-30	3265	30	60	0
2021-11-29	3235	9	60	0
2021-11-28	3226	8	60	0
2021-11-27	3218	19	60	1
2021-11-26	3199	21	59	0
2021-11-25	3178	17	59	0
2021-11-24	3161	19	59	0
2021-11-23	3142	22	59	0
2021-11-22	3120	7	59	0
2021-11-21	3113	16	59	0
2021-11-20	3097	21	59	0
2021-11-19	3076	23	59	0
2021-11-18	3053	17	59	0
2021-11-17	3036	18	59	0
2021-11-16	3018	18	59	0
2021-11-15	3000	14	59	0
2021-11-14	2986	14	59	1
2021-11-13	2972	13	58	0
2021-11-12	2959	7	58	0
2021-11-11	2952	12	58	0
2021-11-10	2940	30	58	0
2021-11-09	2910	25	58	1
2021-11-08	2885	4	57	0
2021-11-07	2881	8	57	0
2021-11-06	2873	23	57	0
2021-11-05	2850	34	57	0
2021-11-04	2816	11	57	0
2021-11-03	2805	14	57	0
2021-11-02	2791	29	57	0
2021-11-01	2762	4	57	0
2021-10-31	2758	6	57	0
2021-10-30	2752	13	57	0
2021-10-29	2739	7	57	0
2021-10-28	2732	13	57	0
2021-10-27	2719	10	57	0
2021-10-26	2709	24	57	1
2021-10-25	2685	2	56	0
2021-10-24	2683	2	56	0
2021-10-23	2681	10	56	0
2021-10-22	2671	11	56	0
2021-10-21	2660	7	56	0
2021-10-20	2653	7	56	0
2021-10-19	2646	13	56	0
2021-10-18	2633	5	56	0
2021-10-17	2628	4	56	0
2021-10-16	2624	8	56	0
2021-10-15	2616	1	56	0
2021-10-14	2615	6	56	0
2021-10-13	2609	5	56	0
2021-10-12	2604	2	56	0
2021-10-11	2602	2	56	0
2021-10-09	2600	2	56	0
2021-10-08	2598	4	56	0
2021-10-07	2594	5	56	0
2021-10-06	2589	2	56	0
2021-10-05	2587	6	56	0
2021-10-03	2581	3	56	0
2021-10-02	2578	2	56	0
2021-10-01	2576	5	56	0
2021-09-30	2571	6	56	0
2021-09-29	2565	1	56	0
2021-09-28	2564	10	56	0
2021-09-27	2554	3	56	0
2021-09-26	2551	2	56	0
2021-09-25	2549	6	56	1
2021-09-24	2543	9	55	0
2021-09-23	2534	6	55	0
2021-09-22	2528	8	55	0
2021-09-21	2520	7	55	0
2021-09-19	2513	1	55	0
2021-09-18	2512	6	55	0
2021-09-17	2506	11	55	0
2021-09-16	2495	13	55	1
2021-09-15	2482	5	54	0
2021-09-14	2477	10	54	0
2021-09-13	2467	4	54	0
2021-09-12	2463	4	54	0
2021-09-11	2459	14	54	0
2021-09-10	2445	6	54	0
2021-09-09	2439	15	54	0
2021-09-08	2424	10	54	0
2021-09-07	2414	11	54	0
2021-09-06	2403	3	54	0
2021-09-05	2400	11	54	0
2021-09-04	2389	10	54	0
2021-09-03	2379	15	54	0
2021-09-02	2364	8	54	0
2021-09-01	2356	20	54	0
2021-08-31	2336	22	54	0
2021-08-30	2314	13	54	0
2021-08-29	2301	4	54	0
2021-08-28	2297	5	54	0
2021-08-27	2292	7	54	0
2021-08-26	2285	14	54	0
2021-08-25	2271	7	54	0
2021-08-24	2264	16	54	0
2021-08-23	2248	8	54	0
2021-08-22	2240	11	54	0
2021-08-21	2229	13	54	1
2021-08-20	2216	28	53	0
2021-08-19	2188	18	53	0
2021-08-18	2170	35	53	0
2021-08-17	2135	15	53	0
2021-08-16	2120	4	53	0
2021-08-15	2116	8	53	0
2021-08-14	2108	11	53	0
2021-08-13	2097	6	53	0
2021-08-12	2091	8	53	0
2021-08-11	2083	10	53	0
2021-08-10	2073	11	53	0
2021-08-09	2062	2	53	0
2021-08-08	2060	3	53	0
2021-08-07	2057	3	53	0
2021-08-06	2054	11	53	0
2021-08-05	2043	5	53	0
2021-08-04	2038	4	53	0
2021-08-03	2034	7	53	0
2021-08-02	2027	4	53	0
2021-08-01	2023	2	53	0
2021-07-31	2021	6	53	0
2021-07-30	2015	5	53	0
2021-07-29	2010	3	53	0
2021-07-28	2007	2	53	0
2021-07-26	2005	3	53	0
2021-07-25	2002	2	53	0
2021-07-24	2000	2	53	0
2021-07-23	1998	2	53	0
2021-07-22	1996	3	53	0
2021-07-21	1993	3	53	0
2021-07-20	1990	5	53	0
2021-07-19	1985	1	53	0
2021-07-18	1984	1	53	0
2021-07-17	1983	3	53	0
2021-07-16	1980	1	53	0
2021-07-13	1979	1	53	0
2021-07-09	1978	1	53	0
2021-06-28	1977	1	53	0
2021-06-20	1976	1	53	0
2021-06-09	1975	2	53	0
2021-06-04	1973	1	53	0
2021-06-03	1972	1	53	0
2021-06-02	1971	8	53	1
2021-06-01	1963	1	52	0
2021-05-30	1962	2	52	0
2021-05-27	1960	1	52	0
2021-05-26	1959	9	52	0
2021-05-24	1950	3	52	0
2021-05-23	1947	3	52	1
2021-05-22	1944	1	51	0
2021-05-21	1943	1	51	0
2021-05-19	1942	2	51	0
2021-05-18	1940	3	51	0
2021-05-17	1937	1	51	0
2021-05-16	1936	3	51	0
2021-05-15	1933	6	51	0
2021-05-14	1927	7	51	3
2021-05-13	1920	3	48	1
2021-05-12	1917	4	47	0
2021-05-11	1913	4	47	0
2021-05-10	1909	4	47	0
2021-05-09	1905	2	47	0
2021-05-08	1903	8	47	0
2021-05-07	1895	3	47	0
2021-05-06	1892	11	47	0
2021-05-05	1881	13	47	0
2021-05-04	1868	13	47	1
2021-05-03	1855	5	46	0
2021-05-02	1850	4	46	0
2021-05-01	1846	9	46	1
2021-04-30	1837	8	45	0
2021-04-29	1829	7	45	0
2021-04-28	1822	6	45	0
2021-04-27	1816	14	45	1
2021-04-26	1802	6	44	1
2021-04-25	1796	8	43	0
2021-04-24	1788	18	43	0
2021-04-23	1770	18	43	0
2021-04-22	1752	13	43	0
2021-04-21	1739	24	43	0
2021-04-20	1715	18	43	0
2021-04-19	1697	5	43	0
2021-04-18	1692	6	43	0
2021-04-17	1686	11	43	0
2021-04-16	1675	14	43	0
2021-04-15	1661	13	43	0
2021-04-14	1648	9	43	1
2021-04-13	1639	24	42	0
2021-04-12	1615	4	42	0
2021-04-11	1611	16	42	0
2021-04-10	1595	17	42	0
2021-04-09	1578	17	42	0
2021-04-08	1561	3	42	0
2021-04-07	1558	6	42	0
2021-04-06	1552	7	42	0
2021-04-05	1545	4	42	0
2021-04-04	1541	4	42	0
2021-04-03	1537	13	42	0
2021-04-02	1524	6	42	0
2021-04-01	1518	3	42	0
2021-03-31	1515	7	42	0
2021-03-30	1508	11	42	0
2021-03-29	1497	5	42	0
2021-03-28	1492	3	42	0
2021-03-27	1489	10	42	0
2021-03-26	1479	12	42	0
2021-03-25	1467	2	42	0
2021-03-24	1465	6	42	0
2021-03-23	1459	11	42	0
2021-03-22	1448	10	42	0
2021-03-21	1438	5	42	0
2021-03-20	1433	20	42	0
2021-03-19	1413	5	42	0
2021-03-18	1408	13	42	0
2021-03-17	1395	12	42	0
2021-03-16	1383	8	42	0
2021-03-15	1375	6	42	0
2021-03-14	1369	1	42	0
2021-03-13	1368	10	42	0
2021-03-12	1358	7	42	0
2021-03-11	1351	4	42	0
2021-03-10	1347	1	42	0
2021-03-09	1346	3	42	1
2021-03-07	1343	1	41	0
2021-03-06	1342	1	41	0
2021-03-05	1341	5	41	0
2021-03-04	1336	6	41	0
2021-03-03	1330	7	41	0
2021-03-02	1323	5	41	1
2021-03-01	1318	2	40	0
2021-02-28	1316	2	40	0
2021-02-27	1314	2	40	0
2021-02-25	1312	1	40	0
2021-02-24	1311	3	40	0
2021-02-23	1308	4	40	0
2021-02-21	1304	1	40	0
2021-02-19	1303	1	40	0
2021-02-18	1302	6	40	0
2021-02-17	1296	3	40	0
2021-02-16	1293	6	40	0
2021-02-15	1287	1	40	0
2021-02-13	1286	2	40	0
2021-02-12	1284	3	40	0
2021-02-11	1281	8	40	0
2021-02-10	1273	4	40	0
2021-02-09	1269	4	40	0
2021-02-08	1265	1	40	0
2021-02-07	1264	2	40	0
2021-02-06	1262	2	40	0
2021-02-05	1260	3	40	0
2021-02-04	1257	3	40	0
2021-02-03	1254	6	40	0
2021-02-02	1248	4	40	0
2021-01-31	1244	2	40	0
2021-01-30	1242	5	40	0
2021-01-29	1237	5	40	0
2021-01-28	1232	6	40	0
2021-01-27	1226	2	40	0
2021-01-26	1224	13	40	0
2021-01-25	1211	2	40	0
2021-01-24	1209	4	40	0
2021-01-23	1205	23	40	0
2021-01-22	1182	11	40	0
2021-01-21	1171	19	40	2
2021-01-20	1152	12	38	0
2021-01-19	1140	11	38	0
2021-01-18	1129	3	38	0
2021-01-17	1126	5	38	1
2021-01-16	1121	7	37	0
2021-01-15	1114	7	37	0
2021-01-14	1107	17	37	1
2021-01-13	1090	13	36	0
2021-01-12	1077	8	36	0
2021-01-11	1069	26	36	0
2021-01-10	1043	5	36	0
2021-01-09	1038	10	36	0
2021-01-08	1028	10	36	0
2021-01-07	1018	4	36	0
2021-01-06	1014	14	36	2
2021-01-05	1000	14	34	0
2021-01-04	986	2	34	0
2021-01-03	984	9	34	0
2021-01-02	975	7	34	0
2021-01-01	968	9	34	1
2020-12-31	959	12	33	0
2020-12-30	947	22	33	1
2020-12-29	925	6	32	0
2020-12-28	919	8	32	1
2020-12-27	911	10	31	2
2020-12-26	901	4	29	1
2020-12-25	897	6	28	0
2020-12-24	891	7	28	0
2020-12-23	884	14	28	1
2020-12-22	870	13	27	0
2020-12-21	857	4	27	0
2020-12-20	853	8	27	0
2020-12-19	845	4	27	0
2020-12-18	841	28	27	5
2020-12-17	813	18	22	1
2020-12-16	795	10	21	1
2020-12-15	785	12	20	0
2020-12-14	773	3	20	0
2020-12-13	770	3	20	0
2020-12-12	767	17	20	0
2020-12-11	750	16	20	0
2020-12-10	734	24	20	0
2020-12-09	710	11	20	2
2020-12-08	699	12	18	1
2020-12-07	687	15	17	0
2020-12-06	672	16	17	1
2020-12-05	656	6	16	0
2020-12-04	650	8	16	0
2020-12-03	642	15	16	0
2020-12-02	627	9	16	0
2020-12-01	618	7	16	0
2020-11-30	611	3	16	0
2020-11-29	608	3	16	0
2020-11-28	605	3	16	0
2020-11-27	602	10	16	0
2020-11-26	592	6	16	0
2020-11-25	586	16	16	1
2020-11-24	570	4	15	0
2020-11-23	566	3	15	0
2020-11-22	563	7	15	0
2020-11-21	556	4	15	0
2020-11-20	552	6	15	0
2020-11-19	546	12	15	0
2020-11-18	534	11	15	0
2020-11-17	523	10	15	0
2020-11-16	513	5	15	0
2020-11-15	508	2	15	0
2020-11-14	506	9	15	0
2020-11-13	497	9	15	0
2020-11-12	488	7	15	0
2020-11-11	481	15	15	0
2020-11-10	466	1	15	0
2020-11-09	465	8	15	0
2020-11-08	457	1	15	0
2020-11-07	456	6	15	0
2020-11-06	450	11	15	0
2020-11-05	439	16	15	1
2020-11-04	423	6	14	1
2020-11-03	417	4	13	0
2020-11-02	413	6	13	1
2020-11-01	407	2	12	0
2020-10-31	405	9	12	0
2020-10-30	396	8	12	0
2020-10-29	388	18	12	1
2020-10-28	370	5	11	0
2020-10-27	365	13	11	1
2020-10-26	352	2	10	0
2020-10-25	350	3	10	0
2020-10-24	347	7	10	0
2020-10-23	340	14	10	0
2020-10-22	326	12	10	0
2020-10-21	314	7	10	0
2020-10-20	307	14	10	2
2020-10-19	293	13	8	0
2020-10-16	280	5	8	1
2020-10-15	275	13	7	1
2020-10-14	262	7	6	0
2020-10-13	255	2	6	0
2020-10-12	253	1	6	0
2020-10-11	252	2	6	0
2020-10-10	250	1	6	0
2020-10-09	249	2	6	0
2020-10-08	247	3	6	0
2020-10-07	244	6	6	0
2020-10-06	238	13	6	0
2020-10-04	225	10	6	0
2020-10-01	215	1	6	0
2020-09-30	214	2	6	0
2020-09-29	212	1	6	0
2020-09-27	211	2	6	0
2020-09-26	209	2	6	0
2020-09-25	207	4	6	0
2020-09-24	203	13	6	0
2020-09-23	190	6	6	0
2020-09-21	184	1	6	0
2020-09-20	183	6	6	0
2020-09-17	177	2	6	0
2020-09-15	175	5	6	0
2020-09-12	170	1	6	0
2020-09-09	169	11	6	0
2020-09-07	158	2	6	0
2020-09-03	156	3	6	0
2020-08-30	153	1	6	0
2020-08-26	152	1	6	0
2020-08-25	151	1	6	0
2020-08-23	150	2	6	0
2020-08-18	148	1	6	0
2020-08-15	147	5	6	0
2020-08-14	142	2	6	0
2020-08-12	140	1	6	0
2020-08-11	139	10	6	0
2020-08-10	129	1	6	0
2020-08-05	128	1	6	0
2020-08-04	127	1	6	0
2020-08-03	126	2	6	0
2020-08-01	124	3	6	0
2020-07-31	121	2	6	0
2020-07-30	119	2	6	0
2020-07-29	117	7	6	0
2020-07-28	110	12	6	0
2020-07-27	98	8	6	0
2020-07-26	90	1	6	0
2020-07-25	89	5	6	0
2020-07-24	84	2	6	1
2020-07-22	82	3	5	0
2020-07-21	79	1	5	0
2020-07-08	78	1	5	0
2020-07-03	77	1	5	0
2020-07-01	76	1	5	0
2020-06-30	75	1	5	0
2020-06-29	74	1	5	0
2020-06-24	73	1	5	0
2020-06-20	72	1	5	0
2020-06-18	71	6	5	0
2020-06-16	65	1	5	0
2020-06-12	64	1	5	1
2020-06-10	63	1	4	0
2020-06-07	62	1	4	0
2020-06-05	61	1	4	0
2020-05-05	60	4	4	0
2020-05-04	56	1	4	0
2020-04-28	55	1	4	1
2020-04-14	54	1	3	0
2020-04-12	53	1	3	0
2020-04-11	52	1	3	0
2020-04-09	51	2	3	1
2020-04-08	49	6	2	0
2020-04-07	43	2	2	0
2020-04-05	41	1	2	0
2020-04-04	40	2	2	0
2020-04-03	38	4	2	0
2020-04-02	34	4	2	0
2020-04-01	30	2	2	1
2020-03-31	28	1	1	0
2020-03-30	27	3	1	0
2020-03-27	24	3	1	0
2020-03-26	21	2	1	0
2020-03-25	19	2	1	0
2020-03-24	17	1	1	1
2020-03-23	16	1	0	0
2020-03-20	15	3	0	0
2020-03-19	12	1	0	0
2020-03-18	11	5	0	0
2020-03-15	6	5	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: 0:03:16.550328