Hungary: Tolna

• 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 16:42:18 CEST

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

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

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

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

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

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="Tolna")

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

	total cases	daily new cases
Dátum
2022-12-21	47760	101
2022-12-14	47659	97
2022-12-07	47562	104
2022-11-30	47458	90
2022-11-23	47368	115
2022-11-16	47253	149
2022-11-09	47104	379
2022-10-26	46725	290
2022-10-19	46435	379
2022-10-12	46056	374
2022-10-05	45682	511
2022-09-28	45171	416
2022-09-21	44755	397
2022-09-14	44358	330
2022-09-07	44028	245
2022-08-31	43783	323
2022-08-24	43460	399
2022-08-17	43061	475
2022-08-10	42586	504
2022-08-03	42082	536
2022-07-27	41546	382
2022-07-20	41164	257
2022-07-13	40907	201
2022-07-06	40706	100
2022-06-29	40606	64
2022-06-22	40542	36
2022-06-15	40506	36
2022-06-08	40470	13
2022-06-01	40457	16
2022-05-25	40441	42
2022-05-18	40399	99
2022-05-11	40300	132
2022-05-02	40168	58
2022-04-28	40110	40
2022-04-27	40070	55
2022-04-26	40015	28
2022-04-25	39987	62
2022-04-22	39925	29
2022-04-21	39896	52
2022-04-20	39844	42
2022-04-19	39802	65
2022-04-14	39737	32
2022-04-13	39705	63
2022-04-12	39642	46
2022-04-11	39596	74
2022-04-08	39522	109
2022-04-06	39413	54
2022-04-05	39359	106
2022-04-01	39253	31
2022-03-31	39222	48
2022-03-30	39174	52
2022-03-29	39122	45
2022-03-28	39077	70
2022-03-25	39007	42
2022-03-24	38965	53
2022-03-23	38912	52
2022-03-22	38860	32
2022-03-21	38828	92
2022-03-18	38736	60
2022-03-17	38676	46
2022-03-16	38630	70
2022-03-11	38560	33
2022-03-10	38527	54
2022-03-09	38473	57
2022-03-08	38416	44
2022-03-07	38372	105
2022-03-04	38267	60
2022-03-03	38207	77
2022-03-02	38130	76
2022-03-01	38054	62
2022-02-28	37992	147
2022-02-25	37845	86
2022-02-24	37759	123
2022-02-23	37636	141
2022-02-22	37495	108
2022-02-21	37387	288
2022-02-18	37099	184
2022-02-17	36915	228
2022-02-16	36687	237
2022-02-15	36450	146
2022-02-14	36304	462
2022-02-11	35842	311
2022-02-10	35531	334
2022-02-09	35197	377
2022-02-08	34820	184
2022-02-07	34636	691
2022-02-04	33945	406
2022-02-03	33539	526
2022-02-02	33013	529
2022-02-01	32484	264
2022-01-31	32220	879
2022-01-28	31341	456
2022-01-27	30885	463
2022-01-26	30422	403
2022-01-25	30019	195
2022-01-24	29824	623
2022-01-21	29201	291
2022-01-20	28910	271
2022-01-19	28639	244
2022-01-18	28395	133
2022-01-17	28262	376
2022-01-14	27886	163
2022-01-13	27723	153
2022-01-12	27570	148
2022-01-11	27422	70
2022-01-10	27352	294
2022-01-07	27058	124
2022-01-06	26934	133
2022-01-05	26801	106
2022-01-04	26695	58
2022-01-03	26637	133
2021-12-31	26504	47
2021-12-30	26457	83
2021-12-29	26374	53
2021-12-28	26321	44
2021-12-27	26277	188
2021-12-23	26089	93
2021-12-22	25996	84
2021-12-21	25912	60
2021-12-20	25852	216
2021-12-17	25636	117
2021-12-16	25519	116
2021-12-15	25403	130
2021-12-14	25273	82
2021-12-13	25191	433
2021-12-10	24758	152
2021-12-09	24606	176
2021-12-08	24430	154
2021-12-07	24276	129
2021-12-06	24147	489
2021-12-03	23658	205
2021-12-02	23453	247
2021-12-01	23206	261
2021-11-30	22945	164
2021-11-29	22781	659
2021-11-26	22122	266
2021-11-25	21856	286
2021-11-24	21570	261
2021-11-23	21309	176
2021-11-22	21133	498
2021-11-19	20635	261
2021-11-18	20374	202
2021-11-17	20172	188
2021-11-16	19984	113
2021-11-15	19871	276
2021-11-12	19595	152
2021-11-11	19443	133
2021-11-10	19310	146
2021-11-09	19164	87
2021-11-08	19077	230
2021-11-05	18847	156
2021-11-04	18691	99
2021-11-03	18592	35
2021-11-02	18557	18
2021-11-01	18539	143
2021-10-29	18396	70
2021-10-28	18326	64
2021-10-27	18262	41
2021-10-26	18221	32
2021-10-25	18189	72
2021-10-22	18117	31
2021-10-21	18086	24
2021-10-20	18062	19
2021-10-19	18043	17
2021-10-18	18026	30
2021-10-15	17996	9
2021-10-14	17987	11
2021-10-13	17976	3
2021-10-12	17973	1
2021-10-11	17972	18
2021-10-08	17954	5
2021-10-07	17949	6
2021-10-06	17943	5
2021-10-05	17938	2
2021-10-04	17936	6
2021-10-01	17930	3
2021-09-30	17927	2
2021-09-29	17925	7
2021-09-28	17918	2
2021-09-27	17916	7
2021-09-24	17909	5
2021-09-23	17904	9
2021-09-22	17895	2
2021-09-21	17893	0
2021-09-20	17893	4
2021-09-17	17889	3
2021-09-16	17886	4
2021-09-15	17882	5
2021-09-14	17877	1
2021-09-13	17876	8
2021-09-10	17868	2
2021-09-09	17866	13
2021-09-08	17853	3
2021-09-07	17850	1
2021-09-06	17849	14
2021-09-03	17835	11
2021-09-02	17824	3
2021-09-01	17821	1
2021-08-31	17820	1
2021-08-30	17819	4
2021-08-27	17815	0
2021-08-26	17815	1
2021-08-25	17814	0
2021-08-24	17814	1
2021-08-23	17813	2
2021-08-19	17811	3
2021-08-18	17808	0
2021-08-17	17808	0
2021-08-16	17808	2
2021-08-13	17806	1
2021-08-12	17805	1
2021-08-11	17804	0
2021-08-10	17804	0
2021-08-09	17804	1
2021-08-06	17803	1
2021-08-05	17802	2
2021-08-04	17800	0
2021-08-03	17800	0
2021-08-02	17800	5
2021-07-30	17795	1
2021-07-29	17794	2
2021-07-28	17792	0
2021-07-27	17792	0
2021-07-26	17792	2
2021-07-23	17790	0
2021-07-22	17790	1
2021-07-21	17789	3
2021-07-20	17786	1
2021-07-19	17785	3
2021-07-16	17782	2
2021-07-15	17780	0
2021-07-14	17780	4
2021-07-13	17776	0
2021-07-12	17776	0
2021-07-09	17776	1
2021-07-08	17775	1
2021-07-07	17774	1
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2021-07-05	17772	0
2021-07-02	17772	3
2021-07-01	17769	0
2021-06-30	17769	0
2021-06-29	17769	0
2021-06-28	17769	2
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2021-06-11	17738	3
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2021-05-17	17552	7
2021-05-16	17545	15
2021-05-15	17530	24
2021-05-14	17506	33
2021-05-13	17473	18
2021-05-12	17455	25
2021-05-11	17430	13
2021-05-10	17417	12
2021-05-09	17405	21
2021-05-08	17384	28
2021-05-07	17356	34
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2021-05-04	17281	14
2021-05-03	17267	26
2021-05-02	17241	34
2021-05-01	17207	64
2021-04-30	17143	64
2021-04-29	17079	49
2021-04-28	17030	26
2021-04-27	17004	31
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2021-04-17	16511	102
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2021-04-15	16289	95
2021-04-14	16194	59
2021-04-13	16135	45
2021-04-12	16090	96
2021-04-11	15994	150
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2021-04-08	15459	89
2021-04-07	15370	33
2021-04-06	15337	65
2021-04-05	15272	129
2021-04-04	15143	188
2021-04-03	14955	170
2021-04-02	14785	242
2021-04-01	14543	236
2021-03-31	14307	161
2021-03-30	14146	150
2021-03-29	13996	174
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2021-03-06	10252	169
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2021-03-04	9950	144
2021-03-03	9806	84
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2021-02-06	8253	42
2021-02-05	8211	64
2021-02-04	8147	65
2021-02-03	8082	34
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2021-01-31	7998	19
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2021-01-22	7661	47
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2021-01-16	7431	48
2021-01-15	7383	58
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2020-12-31	6294	88
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2020-12-26	6082	15
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2020-12-12	4976	131
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2020-12-10	4617	157
2020-12-09	4460	67
2020-12-08	4393	70
2020-12-07	4323	96
2020-12-06	4227	220
2020-12-05	4007	148
2020-12-04	3859	155
2020-12-03	3704	236
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2020-11-27	2818	136
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2020-11-10	1478	99
2020-11-09	1379	32
2020-11-08	1347	223
2020-11-07	1124	16
2020-11-06	1108	90
2020-11-05	1018	49
2020-11-04	969	20
2020-11-03	949	58
2020-11-02	891	74
2020-11-01	817	44
2020-10-31	773	56
2020-10-30	717	51
2020-10-29	666	16
2020-10-28	650	12
2020-10-27	638	11
2020-10-26	627	18
2020-10-25	609	29
2020-10-24	580	19
2020-10-23	561	27
2020-10-22	534	18
2020-10-21	516	12
2020-10-20	504	12
2020-10-19	492	21
2020-10-18	471	11
2020-10-17	460	38
2020-10-16	422	32
2020-10-15	390	9
2020-10-14	381	-3
2020-10-13	384	13
2020-10-12	371	16
2020-10-11	355	20
2020-10-10	335	0
2020-10-09	335	9
2020-10-08	326	13
2020-10-07	313	2
2020-10-06	311	8
2020-10-05	303	2
2020-10-04	301	9
2020-10-03	292	10
2020-10-02	282	10
2020-10-01	272	7
2020-09-30	265	2
2020-09-29	263	2
2020-09-28	261	11
2020-09-27	250	15
2020-09-26	235	4
2020-09-25	231	6
2020-09-24	225	4
2020-09-23	221	18
2020-09-22	203	-3
2020-09-21	206	7
2020-09-20	199	8
2020-09-19	191	10
2020-09-18	181	19
2020-09-17	162	7
2020-09-16	155	0
2020-09-15	155	13
2020-09-14	142	12
2020-09-13	130	4
2020-09-12	126	15
2020-09-11	111	15
2020-09-10	96	11
2020-09-09	85	-2
2020-09-08	87	3
2020-09-07	84	14
2020-09-06	70	16
2020-09-05	54	7
2020-09-04	47	7
2020-09-03	40	6
2020-09-02	34	1
2020-09-01	33	1
2020-08-31	32	1
2020-08-30	31	4
2020-08-29	27	2
2020-08-28	25	1
2020-08-27	24	2
2020-08-26	22	1
2020-08-25	21	0
2020-08-24	21	0
2020-08-23	21	0
2020-08-22	21	0
2020-08-21	21	0
2020-08-20	21	0
2020-08-19	21	0
2020-08-18	21	0
2020-08-17	21	1
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2020-08-14	20	2
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2020-08-08	18	-1
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2020-08-03	18	1
2020-08-02	17	2
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2020-07-31	15	0
2020-07-30	15	1
2020-07-29	14	0
2020-07-28	14	1
2020-07-27	13	0
2020-07-26	13	0
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2020-07-23	13	0
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2020-07-20	13	0
2020-07-19	13	0
2020-07-18	13	0
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2020-07-04	13	-1
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2020-06-30	14	1
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	-1
2020-06-12	14	0
2020-06-11	14	0
2020-06-10	14	-3
2020-06-09	17	0
2020-06-08	17	0
2020-06-07	17	0
2020-06-06	17	0
2020-06-05	17	0
2020-06-04	17	0
2020-06-03	17	0
2020-06-02	17	0
2020-06-01	17	0
2020-05-31	17	0
2020-05-30	17	0
2020-05-29	17	0
2020-05-28	17	0
2020-05-27	17	0
2020-05-26	17	0
2020-05-25	17	0
2020-05-24	17	0
2020-05-23	17	0
2020-05-22	17	0
2020-05-21	17	0
2020-05-20	17	0
2020-05-19	17	0
2020-05-18	17	0
2020-05-17	17	0
2020-05-16	17	0
2020-05-15	17	0
2020-05-14	17	0
2020-05-13	17	0
2020-05-12	17	0
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	0
2020-05-04	17	0
2020-05-03	17	0
2020-05-02	17	0
2020-05-01	17	0
2020-04-30	17	0
2020-04-29	17	1
2020-04-28	16	0
2020-04-27	16	0
2020-04-26	16	0
2020-04-25	16	0
2020-04-24	16	0
2020-04-23	16	1
2020-04-22	15	1
2020-04-21	14	0
2020-04-20	14	0
2020-04-19	14	0
2020-04-18	14	0
2020-04-17	14	0
2020-04-16	14	1
2020-04-15	13	0
2020-04-14	13	0
2020-04-13	13	0
2020-04-12	13	0
2020-04-11	13	0
2020-04-10	13	0
2020-04-09	13	0
2020-04-08	13	0
2020-04-07	13	1
2020-04-06	12	2
2020-04-05	10	3
2020-04-04	7	0
2020-04-03	7	0
2020-04-02	7	0
2020-04-01	7	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: 0:00:09.594753