Hungary: Jász-Nagykun-Szolnok

• 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 16:42:02 CEST

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

overview(country="Hungary", region="Jász-Nagykun-Szolnok", weeks=5);

overview(country="Hungary", region="Jász-Nagykun-Szolnok");

compare_plot(country="Hungary", region="Jász-Nagykun-Szolnok");

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

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="Jász-Nagykun-Szolnok")

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

	total cases	daily new cases
Dátum
2022-12-21	76710	167
2022-12-14	76543	151
2022-12-07	76392	144
2022-11-30	76248	143
2022-11-23	76105	110
2022-11-16	75995	150
2022-11-09	75845	347
2022-10-26	75498	241
2022-10-19	75257	365
2022-10-12	74892	468
2022-10-05	74424	473
2022-09-28	73951	358
2022-09-21	73593	435
2022-09-14	73158	481
2022-09-07	72677	394
2022-08-31	72283	502
2022-08-24	71781	608
2022-08-17	71173	725
2022-08-10	70448	813
2022-08-03	69635	758
2022-07-27	68877	470
2022-07-20	68407	286
2022-07-13	68121	204
2022-07-06	67917	108
2022-06-29	67809	61
2022-06-22	67748	38
2022-06-15	67710	40
2022-06-08	67670	45
2022-06-01	67625	46
2022-05-25	67579	93
2022-05-18	67486	130
2022-05-11	67356	195
2022-05-02	67161	113
2022-04-28	67048	61
2022-04-27	66987	69
2022-04-26	66918	43
2022-04-25	66875	95
2022-04-22	66780	57
2022-04-21	66723	85
2022-04-20	66638	38
2022-04-19	66600	147
2022-04-14	66453	71
2022-04-13	66382	92
2022-04-12	66290	51
2022-04-11	66239	136
2022-04-08	66103	122
2022-04-06	65981	75
2022-04-05	65906	178
2022-04-01	65728	66
2022-03-31	65662	70
2022-03-30	65592	94
2022-03-29	65498	56
2022-03-28	65442	130
2022-03-25	65312	71
2022-03-24	65241	59
2022-03-23	65182	84
2022-03-22	65098	48
2022-03-21	65050	144
2022-03-18	64906	107
2022-03-17	64799	41
2022-03-16	64758	128
2022-03-11	64630	50
2022-03-10	64580	69
2022-03-09	64511	110
2022-03-08	64401	47
2022-03-07	64354	142
2022-03-04	64212	84
2022-03-03	64128	136
2022-03-02	63992	156
2022-03-01	63836	62
2022-02-28	63774	242
2022-02-25	63532	202
2022-02-24	63330	171
2022-02-23	63159	189
2022-02-22	62970	117
2022-02-21	62853	447
2022-02-18	62406	266
2022-02-17	62140	278
2022-02-16	61862	266
2022-02-15	61596	125
2022-02-14	61471	720
2022-02-11	60751	374
2022-02-10	60377	401
2022-02-09	59976	445
2022-02-08	59531	271
2022-02-07	59260	1231
2022-02-04	58029	515
2022-02-03	57514	539
2022-02-02	56975	561
2022-02-01	56414	316
2022-01-31	56098	1226
2022-01-28	54872	394
2022-01-27	54478	465
2022-01-26	54013	447
2022-01-25	53566	199
2022-01-24	53367	852
2022-01-21	52515	299
2022-01-20	52216	315
2022-01-19	51901	233
2022-01-18	51668	137
2022-01-17	51531	332
2022-01-14	51199	187
2022-01-13	51012	153
2022-01-12	50859	123
2022-01-11	50736	64
2022-01-10	50672	225
2022-01-07	50447	133
2022-01-06	50314	115
2022-01-05	50199	107
2022-01-04	50092	33
2022-01-03	50059	134
2021-12-31	49925	78
2021-12-30	49847	74
2021-12-29	49773	58
2021-12-28	49715	35
2021-12-27	49680	227
2021-12-23	49453	88
2021-12-22	49365	84
2021-12-21	49281	59
2021-12-20	49222	328
2021-12-17	48894	164
2021-12-16	48730	162
2021-12-15	48568	144
2021-12-14	48424	185
2021-12-13	48239	536
2021-12-10	47703	273
2021-12-09	47430	249
2021-12-08	47181	171
2021-12-07	47010	149
2021-12-06	46861	983
2021-12-03	45878	395
2021-12-02	45483	378
2021-12-01	45105	656
2021-11-30	44449	395
2021-11-29	44054	1344
2021-11-26	42710	524
2021-11-25	42186	636
2021-11-24	41550	619
2021-11-23	40931	619
2021-11-22	40312	1425
2021-11-19	38887	628
2021-11-18	38259	640
2021-11-17	37619	769
2021-11-16	36850	470
2021-11-15	36380	1776
2021-11-12	34604	511
2021-11-11	34093	592
2021-11-10	33501	809
2021-11-09	32692	405
2021-11-08	32287	1361
2021-11-05	30926	413
2021-11-04	30513	428
2021-11-03	30085	159
2021-11-02	29926	171
2021-11-01	29755	987
2021-10-29	28768	329
2021-10-28	28439	246
2021-10-27	28193	205
2021-10-26	27988	125
2021-10-25	27863	450
2021-10-22	27413	175
2021-10-21	27238	134
2021-10-20	27104	80
2021-10-19	27024	40
2021-10-18	26984	199
2021-10-15	26785	89
2021-10-14	26696	72
2021-10-13	26624	28
2021-10-12	26596	24
2021-10-11	26572	108
2021-10-08	26464	29
2021-10-07	26435	44
2021-10-06	26391	26
2021-10-05	26365	11
2021-10-04	26354	79
2021-10-01	26275	41
2021-09-30	26234	30
2021-09-29	26204	33
2021-09-28	26171	9
2021-09-27	26162	60
2021-09-24	26102	22
2021-09-23	26080	19
2021-09-22	26061	18
2021-09-21	26043	9
2021-09-20	26034	26
2021-09-17	26008	12
2021-09-16	25996	20
2021-09-15	25976	16
2021-09-14	25960	4
2021-09-13	25956	28
2021-09-10	25928	5
2021-09-09	25923	7
2021-09-08	25916	6
2021-09-07	25910	3
2021-09-06	25907	22
2021-09-03	25885	6
2021-09-02	25879	6
2021-09-01	25873	7
2021-08-31	25866	1
2021-08-30	25865	19
2021-08-27	25846	4
2021-08-26	25842	4
2021-08-25	25838	2
2021-08-24	25836	2
2021-08-23	25834	19
2021-08-19	25815	4
2021-08-18	25811	6
2021-08-17	25805	1
2021-08-16	25804	2
2021-08-13	25802	2
2021-08-12	25800	2
2021-08-11	25798	1
2021-08-10	25797	0
2021-08-09	25797	1
2021-08-06	25796	0
2021-08-05	25796	1
2021-08-04	25795	4
2021-08-03	25791	1
2021-08-02	25790	0
2021-07-30	25790	0
2021-07-29	25790	0
2021-07-28	25790	1
2021-07-27	25789	0
2021-07-26	25789	3
2021-07-23	25786	0
2021-07-22	25786	0
2021-07-21	25786	4
2021-07-20	25782	1
2021-07-19	25781	4
2021-07-16	25777	4
2021-07-15	25773	0
2021-07-14	25773	2
2021-07-13	25771	0
2021-07-12	25771	1
2021-07-09	25770	0
2021-07-08	25770	3
2021-07-07	25767	2
2021-07-06	25765	4
2021-07-05	25761	0
2021-07-02	25761	0
2021-07-01	25761	1
2021-06-30	25760	0
2021-06-29	25760	3
2021-06-28	25757	3
2021-06-25	25754	1
2021-06-24	25753	2
2021-06-23	25751	5
2021-06-22	25746	2
2021-06-21	25744	9
2021-06-18	25735	3
2021-06-17	25732	3
2021-06-16	25729	3
2021-06-15	25726	2
2021-06-14	25724	14
2021-06-11	25710	9
2021-06-10	25701	14
2021-06-09	25687	6
2021-06-08	25681	7
2021-06-07	25674	3
2021-06-06	25671	2
2021-06-05	25669	6
2021-06-04	25663	16
2021-06-03	25647	9
2021-06-02	25638	7
2021-06-01	25631	8
2021-05-31	25623	10
2021-05-30	25613	12
2021-05-29	25601	24
2021-05-28	25577	9
2021-05-27	25568	14
2021-05-26	25554	7
2021-05-25	25547	4
2021-05-24	25543	22
2021-05-23	25521	24
2021-05-22	25497	31
2021-05-21	25466	29
2021-05-20	25437	56
2021-05-19	25381	16
2021-05-18	25365	17
2021-05-17	25348	59
2021-05-16	25289	52
2021-05-15	25237	39
2021-05-14	25198	70
2021-05-13	25128	62
2021-05-12	25066	37
2021-05-11	25029	39
2021-05-10	24990	40
2021-05-09	24950	64
2021-05-08	24886	85
2021-05-07	24801	91
2021-05-06	24710	93
2021-05-05	24617	70
2021-05-04	24547	62
2021-05-03	24485	59
2021-05-02	24426	87
2021-05-01	24339	130
2021-04-30	24209	132
2021-04-29	24077	123
2021-04-28	23954	94
2021-04-27	23860	58
2021-04-26	23802	82
2021-04-25	23720	102
2021-04-24	23618	131
2021-04-23	23487	161
2021-04-22	23326	147
2021-04-21	23179	114
2021-04-20	23065	104
2021-04-19	22961	129
2021-04-18	22832	153
2021-04-17	22679	182
2021-04-16	22497	280
2021-04-15	22217	186
2021-04-14	22031	126
2021-04-13	21905	105
2021-04-12	21800	226
2021-04-11	21574	239
2021-04-10	21335	330
2021-04-09	21005	281
2021-04-08	20724	159
2021-04-07	20565	55
2021-04-06	20510	72
2021-04-05	20438	98
2021-04-04	20340	208
2021-04-03	20132	310
2021-04-02	19822	325
2021-04-01	19497	297
2021-03-31	19200	181
2021-03-30	19019	139
2021-03-29	18880	202
2021-03-28	18678	318
2021-03-27	18360	155
2021-03-26	18205	303
2021-03-25	17902	244
2021-03-24	17658	125
2021-03-23	17533	163
2021-03-22	17370	142
2021-03-21	17228	182
2021-03-20	17046	268
2021-03-19	16778	203
2021-03-18	16575	134
2021-03-17	16441	55
2021-03-16	16386	116
2021-03-15	16270	87
2021-03-14	16183	119
2021-03-13	16064	138
2021-03-12	15926	139
2021-03-11	15787	123
2021-03-10	15664	64
2021-03-09	15600	89
2021-03-08	15511	53
2021-03-07	15458	70
2021-03-06	15388	85
2021-03-05	15303	102
2021-03-04	15201	80
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2021-03-01	15058	38
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2021-02-27	14976	60
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2021-02-23	14774	21
2021-02-22	14753	35
2021-02-21	14718	37
2021-02-20	14681	36
2021-02-19	14645	40
2021-02-18	14605	59
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2021-02-16	14523	9
2021-02-15	14514	15
2021-02-14	14499	20
2021-02-13	14479	29
2021-02-12	14450	35
2021-02-11	14415	50
2021-02-10	14365	35
2021-02-09	14330	27
2021-02-08	14303	30
2021-02-07	14273	25
2021-02-06	14248	39
2021-02-05	14209	40
2021-02-04	14169	50
2021-02-03	14119	54
2021-02-02	14065	23
2021-02-01	14042	39
2021-01-31	14003	47
2021-01-30	13956	44
2021-01-29	13912	57
2021-01-28	13855	65
2021-01-27	13790	39
2021-01-26	13751	17
2021-01-25	13734	28
2021-01-24	13706	27
2021-01-23	13679	48
2021-01-22	13631	40
2021-01-21	13591	47
2021-01-20	13544	29
2021-01-19	13515	23
2021-01-18	13492	34
2021-01-17	13458	55
2021-01-16	13403	41
2021-01-15	13362	56
2021-01-14	13306	56
2021-01-13	13250	62
2021-01-12	13188	26
2021-01-11	13162	46
2021-01-10	13116	99
2021-01-09	13017	49
2021-01-08	12968	125
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2021-01-04	12645	14
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2020-12-31	12398	142
2020-12-30	12256	89
2020-12-29	12167	40
2020-12-28	12127	65
2020-12-27	12062	28
2020-12-26	12034	80
2020-12-25	11954	125
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2020-12-23	11700	109
2020-12-22	11591	58
2020-12-21	11533	90
2020-12-20	11443	122
2020-12-19	11321	125
2020-12-18	11196	206
2020-12-17	10990	156
2020-12-16	10834	118
2020-12-15	10716	141
2020-12-14	10575	133
2020-12-13	10442	259
2020-12-12	10183	272
2020-12-11	9911	311
2020-12-10	9600	218
2020-12-09	9382	174
2020-12-08	9208	122
2020-12-07	9086	131
2020-12-06	8955	344
2020-12-05	8611	193
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2020-11-09	3760	198
2020-11-08	3562	76
2020-11-07	3486	338
2020-11-06	3148	55
2020-11-05	3093	75
2020-11-04	3018	80
2020-11-03	2938	305
2020-11-02	2633	206
2020-11-01	2427	389
2020-10-31	2038	15
2020-10-30	2023	34
2020-10-29	1989	54
2020-10-28	1935	26
2020-10-27	1909	33
2020-10-26	1876	114
2020-10-25	1762	159
2020-10-24	1603	56
2020-10-23	1547	111
2020-10-22	1436	102
2020-10-21	1334	17
2020-10-20	1317	25
2020-10-19	1292	60
2020-10-18	1232	20
2020-10-17	1212	35
2020-10-16	1177	19
2020-10-15	1158	61
2020-10-14	1097	26
2020-10-13	1071	19
2020-10-12	1052	46
2020-10-11	1006	14
2020-10-10	992	72
2020-10-09	920	27
2020-10-08	893	81
2020-10-07	812	14
2020-10-06	798	27
2020-10-05	771	17
2020-10-04	754	28
2020-10-03	726	50
2020-10-02	676	21
2020-10-01	655	34
2020-09-30	621	23
2020-09-29	598	52
2020-09-28	546	32
2020-09-27	514	19
2020-09-26	495	65
2020-09-25	430	27
2020-09-24	403	28
2020-09-23	375	32
2020-09-22	343	15
2020-09-21	328	29
2020-09-20	299	23
2020-09-19	276	28
2020-09-18	248	16
2020-09-17	232	18
2020-09-16	214	7
2020-09-15	207	26
2020-09-14	181	28
2020-09-13	153	5
2020-09-12	148	30
2020-09-11	118	20
2020-09-10	98	10
2020-09-09	88	4
2020-09-08	84	8
2020-09-07	76	4
2020-09-06	72	3
2020-09-05	69	6
2020-09-04	63	10
2020-09-03	53	2
2020-09-02	51	1
2020-09-01	50	0
2020-08-31	50	3
2020-08-30	47	3
2020-08-29	44	3
2020-08-28	41	3
2020-08-27	38	3
2020-08-26	35	-2
2020-08-25	37	1
2020-08-24	36	0
2020-08-23	36	1
2020-08-22	35	0
2020-08-21	35	0
2020-08-20	35	2
2020-08-19	33	0
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2020-08-14	32	1
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2020-08-12	28	0
2020-08-11	28	0
2020-08-10	28	2
2020-08-09	26	0
2020-08-08	26	1
2020-08-07	25	0
2020-08-06	25	1
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2020-08-03	24	0
2020-08-02	24	0
2020-08-01	24	0
2020-07-31	24	1
2020-07-30	23	0
2020-07-29	23	0
2020-07-28	23	1
2020-07-27	22	0
2020-07-26	22	1
2020-07-25	21	1
2020-07-24	20	0
2020-07-23	20	0
2020-07-22	20	1
2020-07-21	19	1
2020-07-20	18	0
2020-07-19	18	0
2020-07-18	18	0
2020-07-17	18	1
2020-07-16	17	0
2020-07-15	17	0
2020-07-14	17	0
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2020-07-10	17	0
2020-07-09	17	0
2020-07-08	17	0
2020-07-06	17	0
2020-07-05	17	0
2020-07-04	17	-2
2020-07-03	19	0
2020-07-02	19	0
2020-07-01	19	0
2020-06-30	19	0
2020-06-29	19	0
2020-06-28	19	0
2020-06-27	19	0
2020-06-26	19	0
2020-06-25	19	0
2020-06-24	19	0
2020-06-23	19	0
2020-06-22	19	1
2020-06-21	18	0
2020-06-20	18	0
2020-06-19	18	0
2020-06-18	18	0
2020-06-17	18	1
2020-06-15	17	0
2020-06-14	17	0
2020-06-13	17	0
2020-06-12	17	0
2020-06-11	17	0
2020-06-10	17	0
2020-06-09	17	0
2020-06-08	17	0
2020-06-07	17	0
2020-06-06	17	-1
2020-06-05	18	0
2020-06-04	18	0
2020-06-03	18	0
2020-06-02	18	0
2020-06-01	18	0
2020-05-31	18	0
2020-05-30	18	0
2020-05-29	18	1
2020-05-28	17	-9
2020-05-27	26	0
2020-05-26	26	0
2020-05-25	26	0
2020-05-24	26	0
2020-05-23	26	0
2020-05-22	26	0
2020-05-21	26	1
2020-05-20	25	0
2020-05-19	25	0
2020-05-18	25	1
2020-05-17	24	0
2020-05-16	24	0
2020-05-15	24	1
2020-05-14	23	0
2020-05-13	23	0
2020-05-12	23	0
2020-05-11	23	0
2020-05-10	23	0
2020-05-09	23	0
2020-05-08	23	0
2020-05-07	23	0
2020-05-06	23	0
2020-05-05	23	1
2020-05-04	22	0
2020-05-03	22	0
2020-05-02	22	0
2020-05-01	22	0
2020-04-30	22	0
2020-04-29	22	0
2020-04-28	22	1
2020-04-27	21	0
2020-04-26	21	1
2020-04-25	20	0
2020-04-24	20	1
2020-04-23	19	0
2020-04-22	19	0
2020-04-21	19	0
2020-04-20	19	0
2020-04-19	19	1
2020-04-18	18	1
2020-04-17	17	1
2020-04-16	16	1
2020-04-15	15	0
2020-04-14	15	1
2020-04-13	14	0
2020-04-12	14	1
2020-04-11	13	1
2020-04-10	12	1
2020-04-09	11	1
2020-04-08	10	0
2020-04-07	10	2
2020-04-06	8	0
2020-04-05	8	1
2020-04-04	7	-1
2020-04-03	8	1
2020-04-02	7	2
2020-04-01	5	1

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: 0:00:11.160934