Hungary: Szabolcs-Szatmár-Bereg

• 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="Szabolcs-Szatmár-Bereg", weeks=5);

overview(country="Hungary", region="Szabolcs-Szatmár-Bereg");

compare_plot(country="Hungary", region="Szabolcs-Szatmár-Bereg");

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

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="Szabolcs-Szatmár-Bereg")

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

	total cases	daily new cases
Dátum
2022-12-21	121440	286
2022-12-14	121154	259
2022-12-07	120895	193
2022-11-30	120702	223
2022-11-23	120479	204
2022-11-16	120275	189
2022-11-09	120086	584
2022-10-26	119502	460
2022-10-19	119042	672
2022-10-12	118370	769
2022-10-05	117601	909
2022-09-28	116692	989
2022-09-21	115703	1268
2022-09-14	114435	1151
2022-09-07	113284	762
2022-08-31	112522	915
2022-08-24	111607	1195
2022-08-17	110412	1190
2022-08-10	109222	1329
2022-08-03	107893	1179
2022-07-27	106714	783
2022-07-20	105931	540
2022-07-13	105391	412
2022-07-06	104979	220
2022-06-29	104759	126
2022-06-22	104633	95
2022-06-15	104538	108
2022-06-08	104430	108
2022-06-01	104322	126
2022-05-25	104196	157
2022-05-18	104039	234
2022-05-11	103805	364
2022-05-02	103441	180
2022-04-28	103261	112
2022-04-27	103149	117
2022-04-26	103032	102
2022-04-25	102930	205
2022-04-22	102725	114
2022-04-21	102611	199
2022-04-20	102412	85
2022-04-19	102327	236
2022-04-14	102091	139
2022-04-13	101952	151
2022-04-12	101801	127
2022-04-11	101674	228
2022-04-08	101446	233
2022-04-06	101213	164
2022-04-05	101049	346
2022-04-01	100703	128
2022-03-31	100575	164
2022-03-30	100411	199
2022-03-29	100212	146
2022-03-28	100066	244
2022-03-25	99822	128
2022-03-24	99694	147
2022-03-23	99547	166
2022-03-22	99381	107
2022-03-21	99274	310
2022-03-18	98964	248
2022-03-17	98716	111
2022-03-16	98605	295
2022-03-11	98310	140
2022-03-10	98170	154
2022-03-09	98016	171
2022-03-08	97845	124
2022-03-07	97721	411
2022-03-04	97310	220
2022-03-03	97090	254
2022-03-02	96836	246
2022-03-01	96590	166
2022-02-28	96424	556
2022-02-25	95868	340
2022-02-24	95528	387
2022-02-23	95141	592
2022-02-22	94549	294
2022-02-21	94255	990
2022-02-18	93265	537
2022-02-17	92728	619
2022-02-16	92109	740
2022-02-15	91369	375
2022-02-14	90994	1353
2022-02-11	89641	773
2022-02-10	88868	879
2022-02-09	87989	1044
2022-02-08	86945	583
2022-02-07	86362	1933
2022-02-04	84429	1090
2022-02-03	83339	1234
2022-02-02	82105	1576
2022-02-01	80529	710
2022-01-31	79819	2445
2022-01-28	77374	1026
2022-01-27	76348	1158
2022-01-26	75190	1154
2022-01-25	74036	619
2022-01-24	73417	1803
2022-01-21	71614	706
2022-01-20	70908	718
2022-01-19	70190	711
2022-01-18	69479	443
2022-01-17	69036	938
2022-01-14	68098	378
2022-01-13	67720	418
2022-01-12	67302	364
2022-01-11	66938	208
2022-01-10	66730	745
2022-01-07	65985	316
2022-01-06	65669	320
2022-01-05	65349	323
2022-01-04	65026	167
2022-01-03	64859	330
2021-12-31	64529	195
2021-12-30	64334	260
2021-12-29	64074	215
2021-12-28	63859	120
2021-12-27	63739	529
2021-12-23	63210	277
2021-12-22	62933	233
2021-12-21	62700	227
2021-12-20	62473	776
2021-12-17	61697	406
2021-12-16	61291	455
2021-12-15	60836	437
2021-12-14	60399	357
2021-12-13	60042	1152
2021-12-10	58890	506
2021-12-09	58384	573
2021-12-08	57811	501
2021-12-07	57310	318
2021-12-06	56992	1246
2021-12-03	55746	682
2021-12-02	55064	609
2021-12-01	54455	668
2021-11-30	53787	437
2021-11-29	53350	1721
2021-11-26	51629	751
2021-11-25	50878	640
2021-11-24	50238	739
2021-11-23	49499	433
2021-11-22	49066	1236
2021-11-19	47830	534
2021-11-18	47296	472
2021-11-17	46824	438
2021-11-16	46386	283
2021-11-15	46103	790
2021-11-12	45313	340
2021-11-11	44973	362
2021-11-10	44611	282
2021-11-09	44329	194
2021-11-08	44135	667
2021-11-05	43468	205
2021-11-04	43263	239
2021-11-03	43024	100
2021-11-02	42924	48
2021-11-01	42876	301
2021-10-29	42575	110
2021-10-28	42465	120
2021-10-27	42345	69
2021-10-26	42276	52
2021-10-25	42224	147
2021-10-22	42077	57
2021-10-21	42020	55
2021-10-20	41965	46
2021-10-19	41919	29
2021-10-18	41890	87
2021-10-15	41803	29
2021-10-14	41774	28
2021-10-13	41746	16
2021-10-12	41730	17
2021-10-11	41713	49
2021-10-08	41664	25
2021-10-07	41639	30
2021-10-06	41609	15
2021-10-05	41594	7
2021-10-04	41587	31
2021-10-01	41556	16
2021-09-30	41540	18
2021-09-29	41522	2
2021-09-28	41520	3
2021-09-27	41517	17
2021-09-24	41500	13
2021-09-23	41487	19
2021-09-22	41468	12
2021-09-21	41456	10
2021-09-20	41446	30
2021-09-17	41416	23
2021-09-16	41393	10
2021-09-15	41383	12
2021-09-14	41371	7
2021-09-13	41364	22
2021-09-10	41342	7
2021-09-09	41335	1
2021-09-08	41334	4
2021-09-07	41330	2
2021-09-06	41328	12
2021-09-03	41316	4
2021-09-02	41312	8
2021-09-01	41304	0
2021-08-31	41304	2
2021-08-30	41302	9
2021-08-27	41293	3
2021-08-26	41290	2
2021-08-25	41288	0
2021-08-24	41288	4
2021-08-23	41284	5
2021-08-19	41279	3
2021-08-18	41276	3
2021-08-17	41273	1
2021-08-16	41272	6
2021-08-13	41266	3
2021-08-12	41263	3
2021-08-11	41260	4
2021-08-10	41256	0
2021-08-09	41256	1
2021-08-06	41255	0
2021-08-05	41255	1
2021-08-04	41254	1
2021-08-03	41253	0
2021-08-02	41253	2
2021-07-30	41251	0
2021-07-29	41251	1
2021-07-28	41250	4
2021-07-27	41246	2
2021-07-26	41244	2
2021-07-23	41242	1
2021-07-22	41241	1
2021-07-21	41240	2
2021-07-20	41238	0
2021-07-19	41238	6
2021-07-16	41232	2
2021-07-15	41230	4
2021-07-14	41226	0
2021-07-13	41226	0
2021-07-12	41226	3
2021-07-09	41223	0
2021-07-08	41223	3
2021-07-07	41220	1
2021-07-06	41219	4
2021-07-05	41215	3
2021-07-02	41212	1
2021-07-01	41211	1
2021-06-30	41210	1
2021-06-29	41209	4
2021-06-28	41205	3
2021-06-25	41202	1
2021-06-24	41201	1
2021-06-23	41200	2
2021-06-22	41198	3
2021-06-21	41195	12
2021-06-18	41183	3
2021-06-17	41180	2
2021-06-16	41178	3
2021-06-15	41175	7
2021-06-14	41168	8
2021-06-11	41160	8
2021-06-10	41152	2
2021-06-09	41150	3
2021-06-08	41147	9
2021-06-07	41138	3
2021-06-06	41135	3
2021-06-05	41132	11
2021-06-04	41121	9
2021-06-03	41112	6
2021-06-02	41106	10
2021-06-01	41096	9
2021-05-31	41087	7
2021-05-30	41080	19
2021-05-29	41061	18
2021-05-28	41043	17
2021-05-27	41026	25
2021-05-26	41001	10
2021-05-25	40991	12
2021-05-24	40979	8
2021-05-23	40971	21
2021-05-22	40950	48
2021-05-21	40902	38
2021-05-20	40864	23
2021-05-19	40841	18
2021-05-18	40823	15
2021-05-17	40808	31
2021-05-16	40777	38
2021-05-15	40739	32
2021-05-14	40707	59
2021-05-13	40648	51
2021-05-12	40597	17
2021-05-11	40580	17
2021-05-10	40563	32
2021-05-09	40531	51
2021-05-08	40480	52
2021-05-07	40428	71
2021-05-06	40357	66
2021-05-05	40291	38
2021-05-04	40253	39
2021-05-03	40214	78
2021-05-02	40136	64
2021-05-01	40072	75
2021-04-30	39997	99
2021-04-29	39898	87
2021-04-28	39811	55
2021-04-27	39756	76
2021-04-26	39680	108
2021-04-25	39572	84
2021-04-24	39488	149
2021-04-23	39339	225
2021-04-22	39114	188
2021-04-21	38926	103
2021-04-20	38823	106
2021-04-19	38717	199
2021-04-18	38518	236
2021-04-17	38282	236
2021-04-16	38046	351
2021-04-15	37695	323
2021-04-14	37372	178
2021-04-13	37194	184
2021-04-12	37010	283
2021-04-11	36727	394
2021-04-10	36333	516
2021-04-09	35817	381
2021-04-08	35436	233
2021-04-07	35203	130
2021-04-06	35073	128
2021-04-05	34945	244
2021-04-04	34701	362
2021-04-03	34339	539
2021-04-02	33800	545
2021-04-01	33255	464
2021-03-31	32791	260
2021-03-30	32531	341
2021-03-29	32190	401
2021-03-28	31789	500
2021-03-27	31289	614
2021-03-26	30675	658
2021-03-25	30017	495
2021-03-24	29522	337
2021-03-23	29185	406
2021-03-22	28779	471
2021-03-21	28308	487
2021-03-20	27821	628
2021-03-19	27193	469
2021-03-18	26724	294
2021-03-17	26430	208
2021-03-16	26222	282
2021-03-15	25940	342
2021-03-14	25598	373
2021-03-13	25225	490
2021-03-12	24735	450
2021-03-11	24285	511
2021-03-10	23774	253
2021-03-09	23521	343
2021-03-08	23178	175
2021-03-07	23003	320
2021-03-06	22683	344
2021-03-05	22339	359
2021-03-04	21980	323
2021-03-03	21657	190
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2021-03-01	21309	221
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2021-02-26	20583	219
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2021-02-19	19573	158
2021-02-18	19415	136
2021-02-17	19279	59
2021-02-16	19220	75
2021-02-15	19145	83
2021-02-14	19062	62
2021-02-13	19000	72
2021-02-12	18928	114
2021-02-11	18814	92
2021-02-10	18722	45
2021-02-09	18677	87
2021-02-08	18590	72
2021-02-07	18518	105
2021-02-06	18413	89
2021-02-05	18324	116
2021-02-04	18208	98
2021-02-03	18110	32
2021-02-02	18078	20
2021-02-01	18058	50
2021-01-31	18008	41
2021-01-30	17967	72
2021-01-29	17895	68
2021-01-28	17827	53
2021-01-27	17774	21
2021-01-26	17753	30
2021-01-25	17723	45
2021-01-24	17678	44
2021-01-23	17634	54
2021-01-22	17580	67
2021-01-21	17513	69
2021-01-20	17444	35
2021-01-19	17409	57
2021-01-18	17352	27
2021-01-17	17325	37
2021-01-16	17288	71
2021-01-15	17217	79
2021-01-14	17138	75
2021-01-13	17063	39
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2020-12-31	16014	108
2020-12-30	15906	58
2020-12-29	15848	62
2020-12-28	15786	24
2020-12-27	15762	51
2020-12-26	15711	81
2020-12-25	15630	120
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2020-12-23	15398	75
2020-12-22	15323	103
2020-12-21	15220	82
2020-12-20	15138	123
2020-12-19	15015	145
2020-12-18	14870	208
2020-12-17	14662	155
2020-12-16	14507	156
2020-12-15	14351	82
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2020-12-12	13959	207
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2020-11-16	7938	1495
2020-11-15	6443	15
2020-11-14	6428	23
2020-11-13	6405	-1
2020-11-12	6406	9
2020-11-11	6397	161
2020-11-10	6236	221
2020-11-09	6015	288
2020-11-08	5727	65
2020-11-07	5662	202
2020-11-06	5460	196
2020-11-05	5264	287
2020-11-04	4977	334
2020-11-03	4643	148
2020-11-02	4495	440
2020-11-01	4055	94
2020-10-31	3961	224
2020-10-30	3737	113
2020-10-29	3624	129
2020-10-28	3495	173
2020-10-27	3322	144
2020-10-26	3178	237
2020-10-25	2941	90
2020-10-24	2851	4
2020-10-23	2847	149
2020-10-22	2698	175
2020-10-21	2523	172
2020-10-20	2351	11
2020-10-19	2340	123
2020-10-18	2217	127
2020-10-17	2090	101
2020-10-16	1989	46
2020-10-15	1943	20
2020-10-14	1923	37
2020-10-13	1886	172
2020-10-12	1714	8
2020-10-11	1706	122
2020-10-10	1584	71
2020-10-09	1513	69
2020-10-08	1444	11
2020-10-07	1433	84
2020-10-06	1349	21
2020-10-05	1328	26
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2020-10-03	1220	46
2020-10-02	1174	118
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2020-09-29	1006	36
2020-09-28	970	0
2020-09-27	970	47
2020-09-26	923	69
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2020-09-24	840	20
2020-09-23	820	41
2020-09-22	779	70
2020-09-21	709	42
2020-09-20	667	59
2020-09-19	608	42
2020-09-18	566	65
2020-09-17	501	33
2020-09-16	468	51
2020-09-15	417	-13
2020-09-14	430	49
2020-09-13	381	2
2020-09-12	379	4
2020-09-11	375	42
2020-09-10	333	18
2020-09-09	315	5
2020-09-08	310	17
2020-09-07	293	23
2020-09-06	270	20
2020-09-05	250	29
2020-09-04	221	23
2020-09-03	198	14
2020-09-02	184	12
2020-09-01	172	0
2020-08-31	172	5
2020-08-30	167	7
2020-08-29	160	5
2020-08-28	155	12
2020-08-27	143	4
2020-08-26	139	-4
2020-08-25	143	6
2020-08-24	137	17
2020-08-23	120	0
2020-08-22	120	4
2020-08-21	116	8
2020-08-20	108	7
2020-08-19	101	0
2020-08-18	101	2
2020-08-17	99	1
2020-08-16	98	5
2020-08-15	93	8
2020-08-14	85	10
2020-08-13	75	9
2020-08-12	66	5
2020-08-11	61	1
2020-08-10	60	2
2020-08-09	58	1
2020-08-08	57	1
2020-08-07	56	0
2020-08-06	56	1
2020-08-05	55	1
2020-08-04	54	0
2020-08-03	54	0
2020-08-02	54	0
2020-08-01	54	0
2020-07-31	54	0
2020-07-30	54	0
2020-07-29	54	0
2020-07-28	54	0
2020-07-27	54	0
2020-07-26	54	0
2020-07-25	54	0
2020-07-24	54	1
2020-07-23	53	0
2020-07-22	53	0
2020-07-21	53	0
2020-07-20	53	0
2020-07-19	53	0
2020-07-18	53	0
2020-07-17	53	0
2020-07-16	53	0
2020-07-15	53	0
2020-07-14	53	0
2020-07-13	53	0
2020-07-12	53	0
2020-07-11	53	0
2020-07-10	53	0
2020-07-09	53	0
2020-07-08	53	0
2020-07-06	53	0
2020-07-05	53	1
2020-07-04	52	0
2020-07-03	52	1
2020-07-02	51	0
2020-07-01	51	0
2020-06-30	51	0
2020-06-29	51	0
2020-06-28	51	0
2020-06-27	51	0
2020-06-26	51	1
2020-06-25	50	0
2020-06-24	50	0
2020-06-23	50	0
2020-06-22	50	2
2020-06-21	48	0
2020-06-20	48	0
2020-06-19	48	0
2020-06-18	48	0
2020-06-17	48	1
2020-06-15	47	0
2020-06-14	47	0
2020-06-13	47	0
2020-06-12	47	0
2020-06-11	47	3
2020-06-10	44	0
2020-06-09	44	0
2020-06-08	44	1
2020-06-07	43	0
2020-06-06	43	0
2020-06-05	43	0
2020-06-04	43	1
2020-06-03	42	1
2020-06-02	41	0
2020-06-01	41	1
2020-05-31	40	0
2020-05-30	40	0
2020-05-29	40	2
2020-05-28	38	-1
2020-05-27	39	1
2020-05-26	38	0
2020-05-25	38	0
2020-05-24	38	0
2020-05-23	38	0
2020-05-22	38	-11
2020-05-21	49	0
2020-05-20	49	0
2020-05-19	49	0
2020-05-18	49	1
2020-05-17	48	0
2020-05-16	48	0
2020-05-15	48	1
2020-05-14	47	0
2020-05-13	47	0
2020-05-12	47	0
2020-05-11	47	0
2020-05-10	47	0
2020-05-09	47	0
2020-05-08	47	0
2020-05-07	47	0
2020-05-06	47	0
2020-05-05	47	0
2020-05-04	47	0
2020-05-03	47	0
2020-05-02	47	0
2020-05-01	47	0
2020-04-30	47	0
2020-04-29	47	0
2020-04-28	47	2
2020-04-27	45	0
2020-04-26	45	1
2020-04-25	44	1
2020-04-24	43	0
2020-04-23	43	0
2020-04-22	43	-1
2020-04-21	44	1
2020-04-20	43	0
2020-04-19	43	0
2020-04-18	43	0
2020-04-17	43	1
2020-04-16	42	1
2020-04-15	41	1
2020-04-14	40	2
2020-04-13	38	0
2020-04-12	38	1
2020-04-11	37	0
2020-04-10	37	1
2020-04-09	36	0
2020-04-08	36	2
2020-04-07	34	6
2020-04-06	28	0
2020-04-05	28	0
2020-04-04	28	0
2020-04-03	28	1
2020-04-02	27	2
2020-04-01	25	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: 0:00:10.806162