Hungary: Békés

• 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 16:41:45 CEST

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

overview(country="Hungary", region="Békés", weeks=5);

overview(country="Hungary", region="Békés");

compare_plot(country="Hungary", region="Békés");

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[5], line 1
----> 1 compare_plot(country="Hungary", region="Békés");

File /tank/oscovida/work/oscovida.github.io/oscovida.github.io/.venv/lib/python3.9/site-packages/oscovida/oscovida.py:1976, in compare_plot(country, region, subregion, savefig, normalise, dates, align)
   1974 if normalise:
   1975     _population = population(country=country, region=region, subregion=subregion)
-> 1976     c *= 100000 / _population
   1977     d *= 100000 / _population
   1979 if not subregion and not region:    # i.e. not a region of Germany

TypeError: unsupported operand type(s) for /: 'int' and 'NoneType'

# load the data
cases, deaths = get_region_hungary(county="Békés")

# get population of the region for future normalisation:
inhabitants = population(country="Hungary", region="Békés")
print(f'Population of country="Hungary", region="Békés": {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="Hungary", region="Békés": None people

	total cases	daily new cases
Dátum
2022-12-21	66973	226
2022-12-14	66747	239
2022-12-07	66508	204
2022-11-30	66304	228
2022-11-23	66076	199
2022-11-16	65877	208
2022-11-09	65669	507
2022-10-26	65162	359
2022-10-19	64803	585
2022-10-12	64218	512
2022-10-05	63706	531
2022-09-28	63175	500
2022-09-21	62675	633
2022-09-14	62042	564
2022-09-07	61478	455
2022-08-31	61023	579
2022-08-24	60444	717
2022-08-17	59727	917
2022-08-10	58810	899
2022-08-03	57911	805
2022-07-27	57106	508
2022-07-20	56598	254
2022-07-13	56344	193
2022-07-06	56151	65
2022-06-29	56086	37
2022-06-22	56049	16
2022-06-15	56033	27
2022-06-08	56006	29
2022-06-01	55977	41
2022-05-25	55936	60
2022-05-18	55876	121
2022-05-11	55755	221
2022-05-02	55534	76
2022-04-28	55458	41
2022-04-27	55417	52
2022-04-26	55365	55
2022-04-25	55310	89
2022-04-22	55221	68
2022-04-21	55153	100
2022-04-20	55053	53
2022-04-19	55000	114
2022-04-14	54886	57
2022-04-13	54829	73
2022-04-12	54756	68
2022-04-11	54688	125
2022-04-08	54563	133
2022-04-06	54430	91
2022-04-05	54339	185
2022-04-01	54154	67
2022-03-31	54087	71
2022-03-30	54016	94
2022-03-29	53922	50
2022-03-28	53872	163
2022-03-25	53709	61
2022-03-24	53648	76
2022-03-23	53572	76
2022-03-22	53496	51
2022-03-21	53445	116
2022-03-18	53329	125
2022-03-17	53204	64
2022-03-16	53140	87
2022-03-11	53053	56
2022-03-10	52997	58
2022-03-09	52939	86
2022-03-08	52853	44
2022-03-07	52809	134
2022-03-04	52675	87
2022-03-03	52588	99
2022-03-02	52489	98
2022-03-01	52391	98
2022-02-28	52293	201
2022-02-25	52092	131
2022-02-24	51961	130
2022-02-23	51831	219
2022-02-22	51612	120
2022-02-21	51492	261
2022-02-18	51231	242
2022-02-17	50989	238
2022-02-16	50751	276
2022-02-15	50475	173
2022-02-14	50302	465
2022-02-11	49837	383
2022-02-10	49454	387
2022-02-09	49067	477
2022-02-08	48590	260
2022-02-07	48330	826
2022-02-04	47504	517
2022-02-03	46987	566
2022-02-02	46421	613
2022-02-01	45808	271
2022-01-31	45537	1248
2022-01-28	44289	525
2022-01-27	43764	556
2022-01-26	43208	673
2022-01-25	42535	261
2022-01-24	42274	803
2022-01-21	41471	391
2022-01-20	41080	362
2022-01-19	40718	370
2022-01-18	40348	157
2022-01-17	40191	435
2022-01-14	39756	130
2022-01-13	39626	123
2022-01-12	39503	166
2022-01-11	39337	56
2022-01-10	39281	244
2022-01-07	39037	119
2022-01-06	38918	141
2022-01-05	38777	115
2022-01-04	38662	53
2022-01-03	38609	71
2021-12-31	38538	76
2021-12-30	38462	51
2021-12-29	38411	53
2021-12-28	38358	43
2021-12-27	38315	130
2021-12-23	38185	71
2021-12-22	38114	59
2021-12-21	38055	63
2021-12-20	37992	161
2021-12-17	37831	94
2021-12-16	37737	124
2021-12-15	37613	118
2021-12-14	37495	96
2021-12-13	37399	385
2021-12-10	37014	198
2021-12-09	36816	162
2021-12-08	36654	183
2021-12-07	36471	120
2021-12-06	36351	573
2021-12-03	35778	270
2021-12-02	35508	301
2021-12-01	35207	345
2021-11-30	34862	199
2021-11-29	34663	863
2021-11-26	33800	426
2021-11-25	33374	362
2021-11-24	33012	447
2021-11-23	32565	267
2021-11-22	32298	1044
2021-11-19	31254	482
2021-11-18	30772	449
2021-11-17	30323	416
2021-11-16	29907	279
2021-11-15	29628	954
2021-11-12	28674	415
2021-11-11	28259	351
2021-11-10	27908	395
2021-11-09	27513	257
2021-11-08	27256	994
2021-11-05	26262	349
2021-11-04	25913	322
2021-11-03	25591	175
2021-11-02	25416	71
2021-11-01	25345	654
2021-10-29	24691	260
2021-10-28	24431	220
2021-10-27	24211	195
2021-10-26	24016	140
2021-10-25	23876	411
2021-10-22	23465	160
2021-10-21	23305	140
2021-10-20	23165	121
2021-10-19	23044	74
2021-10-18	22970	173
2021-10-15	22797	62
2021-10-14	22735	56
2021-10-13	22679	52
2021-10-12	22627	33
2021-10-11	22594	98
2021-10-08	22496	40
2021-10-07	22456	23
2021-10-06	22433	36
2021-10-05	22397	23
2021-10-04	22374	48
2021-10-01	22326	18
2021-09-30	22308	17
2021-09-29	22291	20
2021-09-28	22271	12
2021-09-27	22259	39
2021-09-24	22220	15
2021-09-23	22205	11
2021-09-22	22194	12
2021-09-21	22182	13
2021-09-20	22169	29
2021-09-17	22140	13
2021-09-16	22127	14
2021-09-15	22113	15
2021-09-14	22098	10
2021-09-13	22088	21
2021-09-10	22067	6
2021-09-09	22061	7
2021-09-08	22054	2
2021-09-07	22052	4
2021-09-06	22048	22
2021-09-03	22026	8
2021-09-02	22018	6
2021-09-01	22012	0
2021-08-31	22012	8
2021-08-30	22004	5
2021-08-27	21999	5
2021-08-26	21994	2
2021-08-25	21992	1
2021-08-24	21991	0
2021-08-23	21991	4
2021-08-19	21987	0
2021-08-18	21987	3
2021-08-17	21984	1
2021-08-16	21983	3
2021-08-13	21980	2
2021-08-12	21978	2
2021-08-11	21976	2
2021-08-10	21974	0
2021-08-09	21974	0
2021-08-06	21974	0
2021-08-05	21974	0
2021-08-04	21974	3
2021-08-03	21971	0
2021-08-02	21971	2
2021-07-30	21969	1
2021-07-29	21968	0
2021-07-28	21968	1
2021-07-27	21967	1
2021-07-26	21966	5
2021-07-23	21961	1
2021-07-22	21960	2
2021-07-21	21958	5
2021-07-20	21953	1
2021-07-19	21952	1
2021-07-16	21951	1
2021-07-15	21950	1
2021-07-14	21949	4
2021-07-13	21945	0
2021-07-12	21945	5
2021-07-09	21940	1
2021-07-08	21939	2
2021-07-07	21937	1
2021-07-06	21936	4
2021-07-05	21932	1
2021-07-02	21931	0
2021-07-01	21931	3
2021-06-30	21928	2
2021-06-29	21926	1
2021-06-28	21925	2
2021-06-25	21923	0
2021-06-24	21923	1
2021-06-23	21922	2
2021-06-22	21920	1
2021-06-21	21919	7
2021-06-18	21912	12
2021-06-17	21900	5
2021-06-16	21895	4
2021-06-15	21891	4
2021-06-14	21887	8
2021-06-11	21879	5
2021-06-10	21874	7
2021-06-09	21867	2
2021-06-08	21865	5
2021-06-07	21860	10
2021-06-06	21850	5
2021-06-05	21845	8
2021-06-04	21837	1
2021-06-03	21836	11
2021-06-02	21825	11
2021-06-01	21814	6
2021-05-31	21808	3
2021-05-30	21805	14
2021-05-29	21791	20
2021-05-28	21771	20
2021-05-27	21751	13
2021-05-26	21738	14
2021-05-25	21724	2
2021-05-24	21722	8
2021-05-23	21714	4
2021-05-22	21710	17
2021-05-21	21693	28
2021-05-20	21665	24
2021-05-19	21641	19
2021-05-18	21622	12
2021-05-17	21610	15
2021-05-16	21595	24
2021-05-15	21571	26
2021-05-14	21545	31
2021-05-13	21514	39
2021-05-12	21475	20
2021-05-11	21455	22
2021-05-10	21433	36
2021-05-09	21397	28
2021-05-08	21369	33
2021-05-07	21336	73
2021-05-06	21263	55
2021-05-05	21208	29
2021-05-04	21179	39
2021-05-03	21140	42
2021-05-02	21098	58
2021-05-01	21040	64
2021-04-30	20976	95
2021-04-29	20881	97
2021-04-28	20784	46
2021-04-27	20738	40
2021-04-26	20698	79
2021-04-25	20619	73
2021-04-24	20546	102
2021-04-23	20444	122
2021-04-22	20322	121
2021-04-21	20201	89
2021-04-20	20112	53
2021-04-19	20059	63
2021-04-18	19996	119
2021-04-17	19877	135
2021-04-16	19742	166
2021-04-15	19576	136
2021-04-14	19440	131
2021-04-13	19309	120
2021-04-12	19189	126
2021-04-11	19063	186
2021-04-10	18877	202
2021-04-09	18675	193
2021-04-08	18482	118
2021-04-07	18364	42
2021-04-06	18322	29
2021-04-05	18293	103
2021-04-04	18190	168
2021-04-03	18022	206
2021-04-02	17816	188
2021-04-01	17628	232
2021-03-31	17396	134
2021-03-30	17262	108
2021-03-29	17154	152
2021-03-28	17002	219
2021-03-27	16783	213
2021-03-26	16570	262
2021-03-25	16308	148
2021-03-24	16160	178
2021-03-23	15982	113
2021-03-22	15869	176
2021-03-21	15693	205
2021-03-20	15488	250
2021-03-19	15238	211
2021-03-18	15027	98
2021-03-17	14929	66
2021-03-16	14863	66
2021-03-15	14797	112
2021-03-14	14685	118
2021-03-13	14567	149
2021-03-12	14418	129
2021-03-11	14289	144
2021-03-10	14145	63
2021-03-09	14082	90
2021-03-08	13992	42
2021-03-07	13950	75
2021-03-06	13875	118
2021-03-05	13757	118
2021-03-04	13639	124
2021-03-03	13515	54
2021-03-02	13461	36
2021-03-01	13425	39
2021-02-28	13386	64
2021-02-27	13322	87
2021-02-26	13235	82
2021-02-25	13153	88
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2021-02-21	12959	43
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2021-02-18	12811	59
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2021-02-08	12498	19
2021-02-07	12479	30
2021-02-06	12449	22
2021-02-05	12427	39
2021-02-04	12388	36
2021-02-03	12352	14
2021-02-02	12338	22
2021-02-01	12316	13
2021-01-31	12303	29
2021-01-30	12274	46
2021-01-29	12228	44
2021-01-28	12184	40
2021-01-27	12144	16
2021-01-26	12128	20
2021-01-25	12108	23
2021-01-24	12085	20
2021-01-23	12065	24
2021-01-22	12041	51
2021-01-21	11990	31
2021-01-20	11959	55
2021-01-19	11904	21
2021-01-18	11883	29
2021-01-17	11854	36
2021-01-16	11818	38
2021-01-15	11780	32
2021-01-14	11748	38
2021-01-13	11710	16
2021-01-12	11694	9
2021-01-11	11685	32
2021-01-10	11653	41
2021-01-09	11612	59
2021-01-08	11553	91
2021-01-07	11462	122
2021-01-06	11340	85
2021-01-05	11255	33
2021-01-04	11222	28
2021-01-03	11194	42
2021-01-02	11152	77
2021-01-01	11075	98
2020-12-31	10977	83
2020-12-30	10894	52
2020-12-29	10842	31
2020-12-28	10811	7
2020-12-27	10804	34
2020-12-26	10770	53
2020-12-25	10717	78
2020-12-24	10639	139
2020-12-23	10500	95
2020-12-22	10405	46
2020-12-21	10359	67
2020-12-20	10292	103
2020-12-19	10189	250
2020-12-18	9939	94
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2020-12-16	9765	136
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2020-12-14	9531	147
2020-12-13	9384	153
2020-12-12	9231	299
2020-12-11	8932	304
2020-12-10	8628	274
2020-12-09	8354	169
2020-12-08	8185	93
2020-12-07	8092	146
2020-12-06	7946	292
2020-12-05	7654	225
2020-12-04	7429	300
2020-12-03	7129	318
2020-12-02	6811	152
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2020-11-30	6491	205
2020-11-29	6286	413
2020-11-28	5873	415
2020-11-27	5458	513
2020-11-26	4945	271
2020-11-25	4674	294
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2020-11-23	4248	121
2020-11-22	4127	124
2020-11-21	4003	168
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2020-11-09	2321	137
2020-11-08	2184	200
2020-11-07	1984	89
2020-11-06	1895	119
2020-11-05	1776	72
2020-11-04	1704	61
2020-11-03	1643	185
2020-11-02	1458	102
2020-11-01	1356	-16
2020-10-31	1372	152
2020-10-30	1220	99
2020-10-29	1121	54
2020-10-28	1067	46
2020-10-27	1021	46
2020-10-26	975	96
2020-10-25	879	36
2020-10-24	843	50
2020-10-23	793	41
2020-10-22	752	26
2020-10-21	726	22
2020-10-20	704	16
2020-10-19	688	46
2020-10-18	642	22
2020-10-17	620	37
2020-10-16	583	28
2020-10-15	555	3
2020-10-14	552	14
2020-10-13	538	12
2020-10-12	526	26
2020-10-11	500	14
2020-10-10	486	47
2020-10-09	439	41
2020-10-08	398	20
2020-10-07	378	14
2020-10-06	364	14
2020-10-05	350	-5
2020-10-04	355	7
2020-10-03	348	20
2020-10-02	328	20
2020-10-01	308	9
2020-09-30	299	6
2020-09-29	293	10
2020-09-28	283	13
2020-09-27	270	11
2020-09-26	259	15
2020-09-25	244	18
2020-09-24	226	40
2020-09-23	186	33
2020-09-22	153	12
2020-09-21	141	7
2020-09-20	134	16
2020-09-19	118	7
2020-09-18	111	8
2020-09-17	103	13
2020-09-16	90	2
2020-09-15	88	3
2020-09-14	85	9
2020-09-13	76	1
2020-09-12	75	7
2020-09-11	68	13
2020-09-10	55	2
2020-09-09	53	12
2020-09-08	41	3
2020-09-07	38	2
2020-09-06	36	2
2020-09-05	34	1
2020-09-04	33	4
2020-09-03	29	0
2020-09-02	29	3
2020-09-01	26	1
2020-08-31	25	3
2020-08-30	22	-1
2020-08-29	23	2
2020-08-28	21	0
2020-08-27	21	1
2020-08-26	20	1
2020-08-25	19	0
2020-08-24	19	0
2020-08-23	19	0
2020-08-22	19	0
2020-08-21	19	0
2020-08-20	19	0
2020-08-19	19	0
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2020-08-16	19	0
2020-08-15	19	0
2020-08-14	19	0
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2020-08-12	19	1
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2020-08-08	18	0
2020-08-07	18	1
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2020-08-04	17	0
2020-08-03	17	0
2020-08-02	17	1
2020-08-01	16	0
2020-07-31	16	1
2020-07-30	15	0
2020-07-29	15	0
2020-07-28	15	0
2020-07-27	15	0
2020-07-26	15	0
2020-07-25	15	0
2020-07-24	15	0
2020-07-23	15	0
2020-07-22	15	1
2020-07-21	14	-1
2020-07-20	15	0
2020-07-19	15	0
2020-07-18	15	0
2020-07-17	15	0
2020-07-16	15	0
2020-07-15	15	0
2020-07-14	15	0
2020-07-13	15	0
2020-07-12	15	0
2020-07-11	15	0
2020-07-10	15	0
2020-07-09	15	2
2020-07-08	13	0
2020-07-06	13	0
2020-07-05	13	0
2020-07-04	13	0
2020-07-03	13	0
2020-07-02	13	0
2020-07-01	13	0
2020-06-30	13	0
2020-06-29	13	0
2020-06-28	13	0
2020-06-27	13	0
2020-06-26	13	0
2020-06-25	13	0
2020-06-24	13	0
2020-06-23	13	0
2020-06-22	13	0
2020-06-21	13	0
2020-06-20	13	0
2020-06-19	13	0
2020-06-18	13	0
2020-06-17	13	0
2020-06-15	13	0
2020-06-14	13	0
2020-06-13	13	0
2020-06-12	13	2
2020-06-11	11	0
2020-06-10	11	0
2020-06-09	11	0
2020-06-08	11	0
2020-06-07	11	0
2020-06-06	11	0
2020-06-05	11	0
2020-06-04	11	0
2020-06-03	11	0
2020-06-02	11	0
2020-06-01	11	0
2020-05-31	11	0
2020-05-30	11	0
2020-05-29	11	0
2020-05-28	11	0
2020-05-27	11	0
2020-05-26	11	0
2020-05-25	11	0
2020-05-24	11	0
2020-05-23	11	0
2020-05-22	11	0
2020-05-21	11	0
2020-05-20	11	0
2020-05-19	11	0
2020-05-18	11	0
2020-05-17	11	0
2020-05-16	11	0
2020-05-15	11	0
2020-05-14	11	0
2020-05-13	11	-5
2020-05-12	16	-1
2020-05-11	17	0
2020-05-10	17	0
2020-05-09	17	0
2020-05-08	17	0
2020-05-07	17	0
2020-05-06	17	0
2020-05-05	17	1
2020-05-04	16	0
2020-05-03	16	0
2020-05-02	16	0
2020-05-01	16	1
2020-04-30	15	1
2020-04-29	14	0
2020-04-28	14	0
2020-04-27	14	1
2020-04-26	13	0
2020-04-25	13	0
2020-04-24	13	0
2020-04-23	13	0
2020-04-22	13	0
2020-04-21	13	0
2020-04-20	13	0
2020-04-19	13	0
2020-04-18	13	1
2020-04-17	12	0
2020-04-16	12	0
2020-04-15	12	0
2020-04-14	12	1
2020-04-13	11	0
2020-04-12	11	0
2020-04-11	11	0
2020-04-10	11	0
2020-04-09	11	1
2020-04-08	10	1
2020-04-07	9	1
2020-04-06	8	0
2020-04-05	8	2
2020-04-04	6	2
2020-04-03	4	1
2020-04-02	3	0
2020-04-01	3	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: 0:00:10.835130