Hungary: Borsod-Abaúj-Zemplén

• 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="Borsod-Abaúj-Zemplén", weeks=5);

overview(country="Hungary", region="Borsod-Abaúj-Zemplén");

compare_plot(country="Hungary", region="Borsod-Abaúj-Zemplén");

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

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="Borsod-Abaúj-Zemplén")

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

	total cases	daily new cases
Dátum
2022-12-21	126146	205
2022-12-14	125941	195
2022-12-07	125746	174
2022-11-30	125572	158
2022-11-23	125414	174
2022-11-16	125240	179
2022-11-09	125061	575
2022-10-26	124486	495
2022-10-19	123991	658
2022-10-12	123333	791
2022-10-05	122542	906
2022-09-28	121636	827
2022-09-21	120809	782
2022-09-14	120027	755
2022-09-07	119272	683
2022-08-31	118589	811
2022-08-24	117778	1040
2022-08-17	116738	1013
2022-08-10	115725	1088
2022-08-03	114637	1118
2022-07-27	113519	777
2022-07-20	112742	451
2022-07-13	112291	307
2022-07-06	111984	138
2022-06-29	111846	75
2022-06-22	111771	73
2022-06-15	111698	65
2022-06-08	111633	56
2022-06-01	111577	92
2022-05-25	111485	142
2022-05-18	111343	198
2022-05-11	111145	287
2022-05-02	110858	142
2022-04-28	110716	76
2022-04-27	110640	108
2022-04-26	110532	68
2022-04-25	110464	131
2022-04-22	110333	140
2022-04-21	110193	154
2022-04-20	110039	48
2022-04-19	109991	220
2022-04-14	109771	114
2022-04-13	109657	138
2022-04-12	109519	62
2022-04-11	109457	215
2022-04-08	109242	249
2022-04-06	108993	140
2022-04-05	108853	289
2022-04-01	108564	124
2022-03-31	108440	151
2022-03-30	108289	177
2022-03-29	108112	83
2022-03-28	108029	279
2022-03-25	107750	115
2022-03-24	107635	158
2022-03-23	107477	190
2022-03-22	107287	87
2022-03-21	107200	377
2022-03-18	106823	167
2022-03-17	106656	103
2022-03-16	106553	312
2022-03-11	106241	162
2022-03-10	106079	167
2022-03-09	105912	211
2022-03-08	105701	97
2022-03-07	105604	496
2022-03-04	105108	334
2022-03-03	104774	286
2022-03-02	104488	273
2022-03-01	104215	146
2022-02-28	104069	689
2022-02-25	103380	390
2022-02-24	102990	509
2022-02-23	102481	501
2022-02-22	101980	179
2022-02-21	101801	1153
2022-02-18	100648	677
2022-02-17	99971	676
2022-02-16	99295	614
2022-02-15	98681	221
2022-02-14	98460	1705
2022-02-11	96755	931
2022-02-10	95824	877
2022-02-09	94947	861
2022-02-08	94086	288
2022-02-07	93798	2227
2022-02-04	91571	1002
2022-02-03	90569	1002
2022-02-02	89567	1024
2022-02-01	88543	402
2022-01-31	88141	2322
2022-01-28	85819	891
2022-01-27	84928	712
2022-01-26	84216	724
2022-01-25	83492	214
2022-01-24	83278	1483
2022-01-21	81795	560
2022-01-20	81235	493
2022-01-19	80742	404
2022-01-18	80338	133
2022-01-17	80205	558
2022-01-14	79647	259
2022-01-13	79388	206
2022-01-12	79182	218
2022-01-11	78964	72
2022-01-10	78892	482
2022-01-07	78410	244
2022-01-06	78166	220
2022-01-05	77946	183
2022-01-04	77763	76
2022-01-03	77687	244
2021-12-31	77443	130
2021-12-30	77313	137
2021-12-29	77176	119
2021-12-28	77057	95
2021-12-27	76962	436
2021-12-23	76526	164
2021-12-22	76362	173
2021-12-21	76189	68
2021-12-20	76121	556
2021-12-17	75565	363
2021-12-16	75202	345
2021-12-15	74857	324
2021-12-14	74533	108
2021-12-13	74425	1088
2021-12-10	73337	342
2021-12-09	72995	422
2021-12-08	72573	405
2021-12-07	72168	128
2021-12-06	72040	1392
2021-12-03	70648	666
2021-12-02	69982	754
2021-12-01	69228	602
2021-11-30	68626	163
2021-11-29	68463	1862
2021-11-26	66601	817
2021-11-25	65784	879
2021-11-24	64905	842
2021-11-23	64063	209
2021-11-22	63854	1856
2021-11-19	61998	821
2021-11-18	61177	847
2021-11-17	60330	741
2021-11-16	59589	236
2021-11-15	59353	1750
2021-11-12	57603	764
2021-11-11	56839	659
2021-11-10	56180	738
2021-11-09	55442	260
2021-11-08	55182	1511
2021-11-05	53671	611
2021-11-04	53060	549
2021-11-03	52511	208
2021-11-02	52303	90
2021-11-01	52213	930
2021-10-29	51283	388
2021-10-28	50895	370
2021-10-27	50525	301
2021-10-26	50224	80
2021-10-25	50144	603
2021-10-22	49541	233
2021-10-21	49308	189
2021-10-20	49119	181
2021-10-19	48938	37
2021-10-18	48901	277
2021-10-15	48624	137
2021-10-14	48487	127
2021-10-13	48360	88
2021-10-12	48272	21
2021-10-11	48251	187
2021-10-08	48064	78
2021-10-07	47986	76
2021-10-06	47910	72
2021-10-05	47838	9
2021-10-04	47829	156
2021-10-01	47673	57
2021-09-30	47616	57
2021-09-29	47559	53
2021-09-28	47506	13
2021-09-27	47493	108
2021-09-24	47385	44
2021-09-23	47341	41
2021-09-22	47300	41
2021-09-21	47259	18
2021-09-20	47241	100
2021-09-17	47141	24
2021-09-16	47117	37
2021-09-15	47080	14
2021-09-14	47066	12
2021-09-13	47054	50
2021-09-10	47004	17
2021-09-09	46987	20
2021-09-08	46967	5
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2021-08-24	46852	3
2021-08-23	46849	13
2021-08-19	46836	5
2021-08-18	46831	4
2021-08-17	46827	0
2021-08-16	46827	9
2021-08-13	46818	3
2021-08-12	46815	1
2021-08-11	46814	4
2021-08-10	46810	6
2021-08-09	46804	5
2021-08-06	46799	2
2021-08-05	46797	3
2021-08-04	46794	5
2021-08-03	46789	4
2021-08-02	46785	10
2021-07-30	46775	7
2021-07-29	46768	3
2021-07-28	46765	8
2021-07-27	46757	2
2021-07-26	46755	14
2021-07-23	46741	14
2021-07-22	46727	4
2021-07-21	46723	6
2021-07-20	46717	2
2021-07-19	46715	9
2021-07-16	46706	0
2021-07-15	46706	6
2021-07-14	46700	5
2021-07-13	46695	0
2021-07-12	46695	6
2021-07-09	46689	9
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2021-06-30	46657	9
2021-06-29	46648	2
2021-06-28	46646	16
2021-06-25	46630	7
2021-06-24	46623	4
2021-06-23	46619	7
2021-06-22	46612	4
2021-06-21	46608	21
2021-06-18	46587	9
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2021-05-27	46120	31
2021-05-26	46089	14
2021-05-25	46075	29
2021-05-24	46046	23
2021-05-23	46023	56
2021-05-22	45967	51
2021-05-21	45916	60
2021-05-20	45856	68
2021-05-19	45788	57
2021-05-18	45731	23
2021-05-17	45708	40
2021-05-16	45668	72
2021-05-15	45596	95
2021-05-14	45501	126
2021-05-13	45375	131
2021-05-12	45244	90
2021-05-11	45154	20
2021-05-10	45134	71
2021-05-09	45063	127
2021-05-08	44936	107
2021-05-07	44829	142
2021-05-06	44687	149
2021-05-05	44538	93
2021-05-04	44445	32
2021-05-03	44413	74
2021-05-02	44339	126
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2021-04-29	43908	188
2021-04-28	43720	97
2021-04-27	43623	52
2021-04-26	43571	123
2021-04-25	43448	206
2021-04-24	43242	224
2021-04-23	43018	262
2021-04-22	42756	257
2021-04-21	42499	196
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2021-04-19	42260	153
2021-04-18	42107	269
2021-04-17	41838	320
2021-04-16	41518	365
2021-04-15	41153	331
2021-04-14	40822	244
2021-04-13	40578	79
2021-04-12	40499	289
2021-04-11	40210	427
2021-04-10	39783	463
2021-04-09	39320	402
2021-04-08	38918	300
2021-04-07	38618	106
2021-04-06	38512	128
2021-04-05	38384	267
2021-04-04	38117	410
2021-04-03	37707	530
2021-04-02	37177	626
2021-04-01	36551	437
2021-03-31	36114	389
2021-03-30	35725	103
2021-03-29	35622	308
2021-03-28	35314	505
2021-03-27	34809	660
2021-03-26	34149	781
2021-03-25	33368	413
2021-03-24	32955	390
2021-03-23	32565	93
2021-03-22	32472	460
2021-03-21	32012	667
2021-03-20	31345	511
2021-03-19	30834	585
2021-03-18	30249	295
2021-03-17	29954	224
2021-03-16	29730	68
2021-03-15	29662	404
2021-03-14	29258	568
2021-03-13	28690	580
2021-03-12	28110	539
2021-03-11	27571	292
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2021-02-17	22054	84
2021-02-16	21970	27
2021-02-15	21943	84
2021-02-14	21859	172
2021-02-13	21687	130
2021-02-12	21557	158
2021-02-11	21399	128
2021-02-10	21271	72
2021-02-09	21199	68
2021-02-08	21131	111
2021-02-07	21020	83
2021-02-06	20937	95
2021-02-05	20842	77
2021-02-04	20765	86
2021-02-03	20679	52
2021-02-02	20627	19
2021-02-01	20608	59
2021-01-31	20549	129
2021-01-30	20420	47
2021-01-29	20373	95
2021-01-28	20278	69
2021-01-27	20209	70
2021-01-26	20139	14
2021-01-25	20125	34
2021-01-24	20091	120
2021-01-23	19971	55
2021-01-22	19916	61
2021-01-21	19855	52
2021-01-20	19803	59
2021-01-19	19744	22
2021-01-18	19722	47
2021-01-17	19675	76
2021-01-16	19599	84
2021-01-15	19515	82
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2021-01-01	18481	154
2020-12-31	18327	134
2020-12-30	18193	47
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2020-11-05	5906	114
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2020-11-02	5282	-1177
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2020-10-21	2939	224
2020-10-20	2715	4
2020-10-19	2711	126
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2020-10-17	2460	149
2020-10-16	2311	43
2020-10-15	2268	54
2020-10-14	2214	135
2020-10-13	2079	92
2020-10-12	1987	89
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2020-10-10	1849	121
2020-10-09	1728	31
2020-10-08	1697	25
2020-10-07	1672	131
2020-10-06	1541	117
2020-10-05	1424	162
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2020-10-03	1203	75
2020-10-02	1128	166
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2020-09-30	955	59
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2020-09-25	740	54
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2020-09-21	581	24
2020-09-20	557	51
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2020-09-18	465	27
2020-09-17	438	31
2020-09-16	407	15
2020-09-15	392	1
2020-09-14	391	43
2020-09-13	348	2
2020-09-12	346	31
2020-09-11	315	20
2020-09-10	295	12
2020-09-09	283	7
2020-09-08	276	23
2020-09-07	253	23
2020-09-06	230	7
2020-09-05	223	13
2020-09-04	210	9
2020-09-03	201	7
2020-09-02	194	6
2020-09-01	188	2
2020-08-31	186	3
2020-08-30	183	3
2020-08-29	180	7
2020-08-28	173	7
2020-08-27	166	3
2020-08-26	163	6
2020-08-25	157	0
2020-08-24	157	1
2020-08-23	156	0
2020-08-22	156	2
2020-08-21	154	1
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2020-08-16	150	1
2020-08-15	149	0
2020-08-14	149	2
2020-08-13	147	1
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2020-08-05	139	2
2020-08-04	137	6
2020-08-03	131	1
2020-08-02	130	0
2020-08-01	130	2
2020-07-31	128	1
2020-07-30	127	1
2020-07-29	126	0
2020-07-28	126	1
2020-07-27	125	1
2020-07-26	124	0
2020-07-25	124	2
2020-07-24	122	1
2020-07-23	121	0
2020-07-22	121	1
2020-07-21	120	2
2020-07-20	118	1
2020-07-19	117	2
2020-07-18	115	7
2020-07-17	108	3
2020-07-16	105	5
2020-07-15	100	0
2020-07-14	100	3
2020-07-13	97	9
2020-07-12	88	0
2020-07-11	88	2
2020-07-10	86	1
2020-07-09	85	1
2020-07-08	84	14
2020-07-06	70	5
2020-07-05	65	2
2020-07-04	63	0
2020-07-03	63	1
2020-07-02	62	0
2020-07-01	62	0
2020-06-30	62	0
2020-06-29	62	0
2020-06-28	62	0
2020-06-27	62	0
2020-06-26	62	0
2020-06-25	62	0
2020-06-24	62	0
2020-06-23	62	0
2020-06-22	62	0
2020-06-21	62	0
2020-06-20	62	0
2020-06-19	62	0
2020-06-18	62	0
2020-06-17	62	0
2020-06-15	62	0
2020-06-14	62	0
2020-06-13	62	0
2020-06-12	62	0
2020-06-11	62	0
2020-06-10	62	0
2020-06-09	62	0
2020-06-08	62	0
2020-06-07	62	1
2020-06-06	61	0
2020-06-05	61	0
2020-06-04	61	0
2020-06-03	61	0
2020-06-02	61	0
2020-06-01	61	0
2020-05-31	61	0
2020-05-30	61	0
2020-05-29	61	0
2020-05-28	61	0
2020-05-27	61	0
2020-05-26	61	0
2020-05-25	61	0
2020-05-24	61	0
2020-05-23	61	0
2020-05-22	61	-3
2020-05-21	64	0
2020-05-20	64	0
2020-05-19	64	0
2020-05-18	64	0
2020-05-17	64	0
2020-05-16	64	0
2020-05-15	64	0
2020-05-14	64	0
2020-05-13	64	0
2020-05-12	64	0
2020-05-11	64	1
2020-05-10	63	0
2020-05-09	63	-2
2020-05-08	65	0
2020-05-07	65	0
2020-05-06	65	0
2020-05-05	65	0
2020-05-04	65	0
2020-05-03	65	0
2020-05-02	65	1
2020-05-01	64	1
2020-04-30	63	0
2020-04-29	63	1
2020-04-28	62	0
2020-04-27	62	0
2020-04-26	62	3
2020-04-25	59	5
2020-04-24	54	1
2020-04-23	53	0
2020-04-22	53	0
2020-04-21	53	0
2020-04-20	53	1
2020-04-19	52	0
2020-04-18	52	0
2020-04-17	52	2
2020-04-16	50	2
2020-04-15	48	3
2020-04-14	45	0
2020-04-13	45	1
2020-04-12	44	31
2020-04-11	13	3
2020-04-10	10	0
2020-04-09	10	3
2020-04-08	7	0
2020-04-07	7	0
2020-04-06	7	0
2020-04-05	7	2
2020-04-04	5	-1
2020-04-03	6	0
2020-04-02	6	0
2020-04-01	6	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: 0:00:10.094420