Germany: LK Kassel (Hessen)

• 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 12:51:50 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Kassel")
print(f'Population of country="Germany", subregion="LK Kassel": {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 Kassel": 237268 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	98442	41	392	0
2023-03-03	98401	63	392	0
2023-03-02	98338	21	392	0
2023-03-01	98317	41	392	0
2023-02-28	98276	92	392	0
2023-02-27	98184	73	392	0
2023-02-24	98111	55	392	0
2023-02-23	98056	74	392	0
2023-02-22	97982	54	392	0
2023-02-21	97928	67	392	0
2023-02-20	97861	108	392	0
2023-02-17	97753	54	392	1
2023-02-16	97699	73	391	0
2023-02-15	97626	80	391	2
2023-02-14	97546	90	389	0
2023-02-13	97456	76	389	0
2023-02-10	97380	33	389	2
2023-02-09	97347	63	387	0
2023-02-08	97284	42	387	0
2023-02-07	97242	55	387	0
2023-02-06	97187	63	387	0
2023-02-03	97124	38	387	0
2023-02-02	97086	35	387	0
2023-02-01	97051	41	387	0
2023-01-31	97010	76	387	0
2023-01-30	96934	46	387	0
2023-01-27	96888	19	387	0
2023-01-26	96869	32	387	0
2023-01-25	96837	46	387	0
2023-01-24	96791	57	387	0
2023-01-23	96734	37	387	0
2023-01-20	96697	13	387	0
2023-01-19	96684	27	387	0
2023-01-18	96657	22	387	0
2023-01-17	96635	41	387	0
2023-01-16	96594	48	387	2
2023-01-13	96546	23	385	0
2023-01-12	96523	21	385	0
2023-01-11	96502	65	385	1
2023-01-10	96437	77	384	0
2023-01-09	96360	76	384	0
2023-01-06	96284	45	384	1
2023-01-05	96239	54	383	0
2023-01-04	96185	61	383	0
2023-01-03	96124	143	383	1
2023-01-02	95981	73	382	0
2022-12-30	95908	40	382	0
2022-12-29	95868	94	382	0
2022-12-28	95774	98	382	0
2022-12-27	95676	190	382	1
2022-12-23	95486	74	381	0
2022-12-22	95412	163	381	0
2022-12-21	95249	140	381	0
2022-12-20	95109	76	381	0
2022-12-19	95033	117	381	2
2022-12-16	94916	76	379	1
2022-12-15	94840	95	378	0
2022-12-14	94745	108	378	0
2022-12-13	94637	145	378	0
2022-12-12	94492	111	378	2
2022-12-09	94381	80	376	0
2022-12-08	94301	58	376	0
2022-12-07	94243	128	376	0
2022-12-06	94115	91	376	1
2022-12-05	94024	98	375	3
2022-12-02	93926	86	372	0
2022-12-01	93840	66	372	0
2022-11-30	93774	93	372	0
2022-11-29	93681	122	372	2
2022-11-28	93559	125	370	1
2022-11-25	93434	69	369	0
2022-11-24	93365	108	369	0
2022-11-23	93257	129	369	0
2022-11-22	93128	136	369	0
2022-11-21	92992	162	369	0
2022-11-18	92830	85	369	1
2022-11-17	92745	133	368	0
2022-11-16	92612	83	368	0
2022-11-15	92529	130	368	0
2022-11-14	92399	142	368	0
2022-11-11	92257	82	368	0
2022-11-10	92175	100	368	0
2022-11-09	92075	95	368	0
2022-11-08	91980	153	368	0
2022-11-07	91827	172	368	0
2022-11-04	91655	78	368	0
2022-11-03	91577	112	368	1
2022-11-02	91465	179	367	0
2022-11-01	91286	234	367	1
2022-10-31	91052	247	366	1
2022-10-28	90805	305	365	0
2022-10-27	90500	328	365	2
2022-10-26	90172	367	363	0
2022-10-25	89805	474	363	3
2022-10-24	89331	434	360	2
2022-10-23	88897	1	358	0
2022-10-21	88896	497	358	4
2022-10-20	88399	388	354	0
2022-10-19	88011	290	354	1
2022-10-18	87721	350	353	3
2022-10-17	87371	305	350	0
2022-10-14	87066	344	350	0
2022-10-13	86722	200	350	0
2022-10-12	86522	469	350	2
2022-10-11	86053	375	348	1
2022-10-10	85678	404	347	2
2022-10-08	85274	2	345	0
2022-10-07	85272	339	345	1
2022-10-06	84933	452	344	0
2022-10-05	84481	404	344	0
2022-10-04	84077	508	344	3
2022-10-01	83569	2	341	0
2022-09-30	83567	250	341	1
2022-09-29	83317	259	340	0
2022-09-28	83058	347	340	0
2022-09-27	82711	263	340	0
2022-09-26	82448	267	340	1
2022-09-25	82181	1	339	0
2022-09-23	82180	178	339	0
2022-09-22	82002	136	339	0
2022-09-21	81866	193	339	1
2022-09-20	81673	140	338	0
2022-09-19	81533	158	338	0
2022-09-16	81375	84	338	0
2022-09-15	81291	96	338	0
2022-09-14	81195	80	338	1
2022-09-13	81115	181	337	0
2022-09-12	80934	155	337	0
2022-09-10	80779	1	337	0
2022-09-09	80778	114	337	0
2022-09-08	80664	152	337	0
2022-09-07	80512	124	337	0
2022-09-06	80388	201	337	0
2022-09-05	80187	171	337	0
2022-09-02	80016	98	337	0
2022-09-01	79918	114	337	0
2022-08-31	79804	112	337	0
2022-08-30	79692	171	337	0
2022-08-29	79521	147	337	1
2022-08-26	79374	50	336	0
2022-08-25	79324	157	336	0
2022-08-24	79167	480	336	0
2022-08-23	78687	501	336	0
2022-08-22	78186	317	336	0
2022-08-19	77869	472	336	0
2022-08-18	77397	439	336	0
2022-08-17	76958	170	336	0
2022-08-16	76788	517	336	0
2022-08-15	76271	498	336	1
2022-08-12	75773	551	335	0
2022-08-11	75222	155	335	0
2022-08-10	75067	410	335	1
2022-08-09	74657	382	334	0
2022-08-08	74275	311	334	0
2022-08-06	73964	2	334	0
2022-08-05	73962	542	334	0
2022-08-04	73420	618	334	1
2022-08-03	72802	561	333	0
2022-08-02	72241	790	333	0
2022-08-01	71451	285	333	3
2022-07-29	71166	211	330	0
2022-07-28	70955	203	330	0
2022-07-27	70752	319	330	0
2022-07-26	70433	233	330	0
2022-07-25	70200	550	330	0
2022-07-23	69650	177	330	1
2022-07-22	69473	198	329	0
2022-07-21	69275	166	329	0
2022-07-20	69109	552	329	0
2022-07-19	68557	576	329	0
2022-07-18	67981	288	329	3
2022-07-16	67693	1	326	0
2022-07-15	67692	335	326	1
2022-07-14	67357	431	325	0
2022-07-13	66926	297	325	1
2022-07-12	66629	477	324	2
2022-07-11	66152	316	322	0
2022-07-09	65836	102	322	0
2022-07-08	65734	350	322	2
2022-07-07	65384	227	320	0
2022-07-06	65157	390	320	0
2022-07-05	64767	303	320	0
2022-07-04	64464	217	320	2
2022-07-01	64247	354	318	2
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2021-09-15	9046	30	231	0
2021-09-14	9016	16	231	0
2021-09-13	9000	2	231	0
2021-09-12	8998	16	231	0
2021-09-11	8982	26	231	0
2021-09-10	8956	26	231	0
2021-09-09	8930	20	231	0
2021-09-08	8910	43	231	0
2021-09-07	8867	19	231	0
2021-09-06	8848	8	231	0
2021-09-05	8840	18	231	0
2021-09-04	8822	19	231	0
2021-09-03	8803	33	231	0
2021-09-02	8770	22	231	0
2021-09-01	8748	40	231	0
2021-08-31	8708	32	231	0
2021-08-30	8676	14	231	0
2021-08-29	8662	18	231	0
2021-08-28	8644	12	231	0
2021-08-27	8632	13	231	1
2021-08-26	8619	19	230	0
2021-08-25	8600	20	230	0
2021-08-24	8580	23	230	0
2021-08-23	8557	11	230	0
2021-08-21	8546	19	230	0
2021-08-20	8527	8	230	0
2021-08-19	8519	29	230	0
2021-08-18	8490	20	230	0
2021-08-17	8470	34	230	0
2021-08-16	8436	11	230	0
2021-08-15	8425	5	230	0
2021-08-14	8420	16	230	1
2021-08-13	8404	12	229	0
2021-08-12	8392	8	229	0
2021-08-11	8384	7	229	0
2021-08-10	8377	16	229	0
2021-08-09	8361	2	229	0
2021-08-08	8359	4	229	0
2021-08-07	8355	7	229	0
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2021-08-05	8342	9	229	0
2021-08-04	8333	5	229	0
2021-08-03	8328	8	229	0
2021-08-02	8320	3	229	0
2021-08-01	8317	3	229	0
2021-07-31	8314	4	229	0
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2021-07-20	8274	3	229	0
2021-07-17	8271	2	229	0
2021-07-16	8269	6	229	0
2021-07-15	8263	4	229	0
2021-07-14	8259	4	229	0
2021-07-13	8255	2	229	0
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2021-07-09	8252	3	229	0
2021-07-08	8249	3	229	0
2021-07-07	8246	3	229	0
2021-07-05	8243	2	229	0
2021-07-03	8241	2	229	0
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2021-07-01	8238	1	229	0
2021-06-26	8237	3	229	0
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2021-06-22	8228	1	229	0
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2021-06-19	8224	1	229	0
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2021-05-27	8077	18	229	0
2021-05-26	8059	29	229	0
2021-05-25	8030	1	229	0
2021-05-24	8029	2	229	0
2021-05-23	8027	3	229	0
2021-05-22	8024	18	229	1
2021-05-21	8006	19	228	0
2021-05-20	7987	24	228	0
2021-05-19	7963	23	228	0
2021-05-18	7940	34	228	0
2021-05-17	7906	15	228	0
2021-05-16	7891	33	228	0
2021-05-15	7858	14	228	0
2021-05-14	7844	21	228	0
2021-05-13	7823	38	228	1
2021-05-12	7785	51	227	1
2021-05-11	7734	72	226	1
2021-05-10	7662	23	225	0
2021-05-09	7639	27	225	0
2021-05-08	7612	28	225	0
2021-05-07	7584	29	225	1
2021-05-06	7555	42	224	1
2021-05-05	7513	66	223	1
2021-05-04	7447	55	222	1
2021-05-03	7392	28	221	0
2021-05-02	7364	4	221	0
2021-05-01	7360	55	221	0
2021-04-30	7305	44	221	1
2021-04-29	7261	51	220	2
2021-04-28	7210	63	218	0
2021-04-27	7147	81	218	0
2021-04-26	7066	5	218	0
2021-04-25	7061	46	218	1
2021-04-24	7015	39	217	1
2021-04-23	6976	81	216	0
2021-04-22	6895	74	216	1
2021-04-21	6821	100	215	1
2021-04-20	6721	67	214	0
2021-04-19	6654	28	214	0
2021-04-18	6626	27	214	1
2021-04-17	6599	35	213	0
2021-04-16	6564	34	213	0
2021-04-15	6530	68	213	2
2021-04-14	6462	43	211	2
2021-04-13	6419	66	209	1
2021-04-12	6353	19	208	0
2021-04-11	6334	18	208	0
2021-04-10	6316	40	208	0
2021-04-09	6276	76	208	2
2021-04-08	6200	44	206	6
2021-04-07	6156	50	200	0
2021-04-06	6106	16	200	1
2021-04-05	6090	34	199	0
2021-04-04	6056	4	199	1
2021-04-03	6052	19	198	0
2021-04-02	6033	34	198	0
2021-04-01	5999	52	198	0
2021-03-31	5947	38	198	2
2021-03-30	5909	58	196	1
2021-03-29	5851	14	195	1
2021-03-28	5837	21	194	1
2021-03-27	5816	23	193	1
2021-03-26	5793	35	192	0
2021-03-25	5758	35	192	1
2021-03-24	5723	78	191	0
2021-03-23	5645	45	191	0
2021-03-22	5600	3	191	0
2021-03-21	5597	25	191	0
2021-03-20	5572	34	191	0
2021-03-19	5538	24	191	0
2021-03-18	5514	22	191	2
2021-03-17	5492	19	189	0
2021-03-16	5473	43	189	0
2021-03-15	5430	14	189	0
2021-03-14	5416	6	189	0
2021-03-13	5410	10	189	0
2021-03-12	5400	14	189	0
2021-03-11	5386	19	189	0
2021-03-10	5367	18	189	0
2021-03-09	5349	23	189	0
2021-03-07	5326	14	189	0
2021-03-06	5312	8	189	1
2021-03-05	5304	11	188	1
2021-03-04	5293	15	187	0
2021-03-03	5278	11	187	1
2021-03-02	5267	17	186	0
2021-03-01	5250	7	186	0
2021-02-28	5243	5	186	0
2021-02-27	5238	14	186	1
2021-02-26	5224	9	185	0
2021-02-25	5215	17	185	0
2021-02-24	5198	11	185	0
2021-02-23	5187	12	185	0
2021-02-22	5175	7	185	0
2021-02-21	5168	11	185	0
2021-02-20	5157	14	185	0
2021-02-19	5143	10	185	0
2021-02-18	5133	18	185	0
2021-02-17	5115	16	185	1
2021-02-16	5099	11	184	1
2021-02-15	5088	5	183	0
2021-02-14	5083	12	183	0
2021-02-13	5071	4	183	1
2021-02-12	5067	22	182	1
2021-02-11	5045	16	181	0
2021-02-10	5029	28	181	0
2021-02-09	5001	7	181	0
2021-02-08	4994	1	181	0
2021-02-07	4993	8	181	1
2021-02-06	4985	29	180	1
2021-02-05	4956	28	179	3
2021-02-04	4928	33	176	0
2021-02-03	4895	24	176	0
2021-02-02	4871	23	176	0
2021-02-01	4848	6	176	0
2021-01-31	4842	10	176	0
2021-01-30	4832	26	176	1
2021-01-29	4806	30	175	0
2021-01-28	4776	30	175	0
2021-01-27	4746	82	175	3
2021-01-26	4664	35	172	2
2021-01-25	4629	10	170	0
2021-01-24	4619	11	170	1
2021-01-23	4608	30	169	1
2021-01-22	4578	53	168	2
2021-01-21	4525	43	166	3
2021-01-20	4482	73	163	5
2021-01-19	4409	58	158	2
2021-01-18	4351	5	156	0
2021-01-17	4346	31	156	8
2021-01-16	4315	28	148	0
2021-01-15	4287	44	148	8
2021-01-14	4243	36	140	4
2021-01-13	4207	64	136	6
2021-01-12	4143	40	130	2
2021-01-11	4103	20	128	1
2021-01-10	4083	15	127	0
2021-01-09	4068	47	127	0
2021-01-08	4021	70	127	3
2021-01-07	3951	50	124	1
2021-01-06	3901	64	123	1
2021-01-05	3837	35	122	0
2021-01-04	3802	17	122	0
2021-01-03	3785	6	122	0
2021-01-02	3779	34	122	1
2021-01-01	3745	52	121	3
2020-12-31	3693	39	118	2
2020-12-30	3654	53	116	3
2020-12-29	3601	30	113	1
2020-12-28	3571	17	112	0
2020-12-27	3554	22	112	2
2020-12-26	3532	28	110	0
2020-12-25	3504	57	110	2
2020-12-24	3447	61	108	1
2020-12-23	3386	112	107	3
2020-12-22	3274	61	104	2
2020-12-21	3213	15	102	0
2020-12-20	3198	51	102	3
2020-12-19	3147	52	99	0
2020-12-18	3095	128	99	0
2020-12-17	2967	97	99	1
2020-12-16	2870	73	98	0
2020-12-15	2797	28	98	2
2020-12-14	2769	24	96	0
2020-12-13	2745	16	96	1
2020-12-12	2729	73	95	1
2020-12-11	2656	68	94	1
2020-12-10	2588	61	93	1
2020-12-09	2527	54	92	1
2020-12-08	2473	52	91	3
2020-12-07	2421	25	88	1
2020-12-06	2396	36	87	3
2020-12-05	2360	28	84	1
2020-12-04	2332	44	83	2
2020-12-03	2288	71	81	1
2020-12-02	2217	56	80	4
2020-12-01	2161	37	76	5
2020-11-30	2124	23	71	0
2020-11-29	2101	21	71	1
2020-11-28	2080	47	70	0
2020-11-27	2033	50	70	0
2020-11-26	1983	48	70	0
2020-11-25	1935	55	70	2
2020-11-24	1880	38	68	5
2020-11-23	1842	20	63	0
2020-11-22	1822	11	63	0
2020-11-21	1811	45	63	0
2020-11-20	1766	37	63	0
2020-11-19	1729	51	63	3
2020-11-18	1678	55	60	0
2020-11-17	1623	36	60	2
2020-11-16	1587	11	58	0
2020-11-15	1576	32	58	0
2020-11-14	1544	39	58	2
2020-11-13	1505	31	56	0
2020-11-12	1474	50	56	1
2020-11-11	1424	42	55	2
2020-11-10	1382	50	53	4
2020-11-09	1332	31	49	3
2020-11-08	1301	28	46	1
2020-11-07	1273	31	45	0
2020-11-06	1242	41	45	1
2020-11-05	1201	39	44	0
2020-11-04	1162	26	44	1
2020-11-03	1136	39	43	0
2020-11-02	1097	22	43	0
2020-11-01	1075	11	43	0
2020-10-31	1064	37	43	0
2020-10-30	1027	38	43	0
2020-10-29	989	50	43	2
2020-10-28	939	51	41	0
2020-10-27	888	19	41	0
2020-10-26	869	30	41	1
2020-10-25	839	4	40	1
2020-10-24	835	8	39	0
2020-10-23	827	27	39	0
2020-10-22	800	22	39	0
2020-10-21	778	60	39	6
2020-10-20	718	37	33	2
2020-10-19	681	6	31	0
2020-10-18	675	10	31	0
2020-10-17	665	5	31	0
2020-10-16	660	10	31	0
2020-10-15	650	16	31	0
2020-10-14	634	10	31	0
2020-10-13	624	12	31	0
2020-10-12	612	2	31	0
2020-10-11	610	6	31	0
2020-10-10	604	6	31	0
2020-10-09	598	7	31	0
2020-10-08	591	2	31	0
2020-10-07	589	4	31	0
2020-10-06	585	3	31	0
2020-10-05	582	1	31	0
2020-10-04	581	2	31	0
2020-10-03	579	3	31	0
2020-10-02	576	4	31	0
2020-10-01	572	1	31	0
2020-09-30	571	6	31	0
2020-09-29	565	3	31	0
2020-09-28	562	1	31	0
2020-09-26	561	1	31	0
2020-09-24	560	4	31	0
2020-09-23	556	2	31	0
2020-09-22	554	1	31	0
2020-09-20	553	3	31	0
2020-09-19	550	1	31	0
2020-09-18	549	1	31	0
2020-09-17	548	3	31	0
2020-09-16	545	2	31	0
2020-09-14	543	1	31	0
2020-09-13	542	2	31	0
2020-09-12	540	3	31	0
2020-09-11	537	1	31	0
2020-09-10	536	3	31	1
2020-09-09	533	1	30	0
2020-09-08	532	2	30	0
2020-09-07	530	8	30	0
2020-09-05	522	1	30	0
2020-09-04	521	2	30	0
2020-09-02	519	2	30	0
2020-09-01	517	1	30	0
2020-08-31	516	6	30	0
2020-08-28	510	1	30	0
2020-08-27	509	2	30	0
2020-08-25	507	2	30	0
2020-08-23	505	3	30	0
2020-08-22	502	5	30	0
2020-08-21	497	3	30	0
2020-08-20	494	7	30	0
2020-08-19	487	4	30	0
2020-08-18	483	1	30	0
2020-08-17	482	2	30	0
2020-08-16	480	1	30	0
2020-08-15	479	4	30	0
2020-08-14	475	8	30	0
2020-08-13	467	1	30	0
2020-08-12	466	2	30	0
2020-08-11	464	1	30	0
2020-08-07	463	6	30	0
2020-08-06	457	3	30	0
2020-08-05	454	11	30	0
2020-08-04	443	4	30	0
2020-08-01	439	4	30	0
2020-07-30	435	2	30	0
2020-07-29	433	2	30	0
2020-07-28	431	1	30	0
2020-07-26	430	2	30	0
2020-07-25	428	1	30	0
2020-07-24	427	6	30	1
2020-07-23	421	2	29	0
2020-07-22	419	2	29	0
2020-07-21	417	1	29	0
2020-07-17	416	1	29	0
2020-07-16	415	1	29	0
2020-07-14	414	1	29	0
2020-07-10	413	1	29	0
2020-07-09	412	2	29	1
2020-07-05	410	1	28	0
2020-06-24	409	3	28	0
2020-06-23	406	1	28	0
2020-06-19	405	7	28	0
2020-06-18	398	1	28	0
2020-06-16	397	1	28	0
2020-06-15	396	1	28	0
2020-06-14	395	1	28	0
2020-06-13	394	3	28	0
2020-06-10	391	2	28	0
2020-06-09	389	1	28	0
2020-06-05	388	1	28	0
2020-06-04	387	1	28	0
2020-06-03	386	1	28	0
2020-06-02	385	1	28	0
2020-05-30	384	2	28	0
2020-05-28	382	1	28	0
2020-05-26	381	3	28	0
2020-05-25	378	1	28	0
2020-05-23	377	2	28	0
2020-05-21	375	3	28	1
2020-05-20	372	1	27	0
2020-05-19	371	1	27	0
2020-05-15	370	2	27	0
2020-05-13	368	1	27	0
2020-05-12	367	1	27	0
2020-05-09	366	5	27	0
2020-05-08	361	4	27	0
2020-05-05	357	11	27	0
2020-05-03	346	1	27	1
2020-05-02	345	5	26	0
2020-05-01	340	4	26	0
2020-04-30	336	6	26	0
2020-04-29	330	5	26	0
2020-04-28	325	6	26	0
2020-04-27	319	1	26	0
2020-04-26	318	1	26	0
2020-04-25	317	6	26	0
2020-04-24	311	13	26	0
2020-04-23	298	7	26	1
2020-04-22	291	14	25	0
2020-04-21	277	6	25	0
2020-04-20	271	3	25	1
2020-04-19	268	3	24	0
2020-04-18	265	16	24	2
2020-04-17	249	7	22	0
2020-04-16	242	7	22	1
2020-04-15	235	4	21	0
2020-04-14	231	4	21	0
2020-04-13	227	4	21	1
2020-04-12	223	18	20	1
2020-04-11	205	11	19	2
2020-04-10	194	16	17	3
2020-04-09	178	17	14	5
2020-04-08	161	14	9	1
2020-04-07	147	21	8	2
2020-04-06	126	2	6	1
2020-04-05	124	3	5	2
2020-04-04	121	2	3	0
2020-04-03	119	6	3	0
2020-04-02	113	7	3	0
2020-04-01	106	4	3	0
2020-03-31	102	8	3	0
2020-03-30	94	6	3	1
2020-03-28	88	4	2	0
2020-03-27	84	4	2	0
2020-03-26	80	13	2	1
2020-03-25	67	10	1	0
2020-03-24	57	6	1	1
2020-03-23	51	1	0	0
2020-03-22	50	5	0	0
2020-03-21	45	1	0	0
2020-03-20	44	5	0	0
2020-03-19	39	6	0	0
2020-03-18	33	13	0	0
2020-03-17	20	7	0	0
2020-03-15	13	1	0	0
2020-03-14	12	6	0	0
2020-03-13	6	2	0	0
2020-03-12	4	1	0	0
2020-03-11	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: 0:03:12.037330