Hungary: Somogy

• 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="Somogy", weeks=5);

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

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

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

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="Somogy")

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

	total cases	daily new cases
Dátum
2022-12-21	69461	146
2022-12-14	69315	144
2022-12-07	69171	120
2022-11-30	69051	137
2022-11-23	68914	135
2022-11-16	68779	148
2022-11-09	68631	461
2022-10-26	68170	345
2022-10-19	67825	448
2022-10-12	67377	458
2022-10-05	66919	591
2022-09-28	66328	525
2022-09-21	65803	570
2022-09-14	65233	485
2022-09-07	64748	438
2022-08-31	64310	456
2022-08-24	63854	496
2022-08-17	63358	563
2022-08-10	62795	551
2022-08-03	62244	618
2022-07-27	61626	388
2022-07-20	61238	283
2022-07-13	60955	198
2022-07-06	60757	84
2022-06-29	60673	80
2022-06-22	60593	53
2022-06-15	60540	36
2022-06-08	60504	32
2022-06-01	60472	48
2022-05-25	60424	99
2022-05-18	60325	98
2022-05-11	60227	199
2022-05-02	60028	91
2022-04-28	59937	50
2022-04-27	59887	55
2022-04-26	59832	64
2022-04-25	59768	80
2022-04-22	59688	61
2022-04-21	59627	97
2022-04-20	59530	53
2022-04-19	59477	167
2022-04-14	59310	84
2022-04-13	59226	111
2022-04-12	59115	63
2022-04-11	59052	143
2022-04-08	58909	190
2022-04-06	58719	95
2022-04-05	58624	165
2022-04-01	58459	83
2022-03-31	58376	75
2022-03-30	58301	70
2022-03-29	58231	62
2022-03-28	58169	174
2022-03-25	57995	80
2022-03-24	57915	79
2022-03-23	57836	73
2022-03-22	57763	50
2022-03-21	57713	166
2022-03-18	57547	109
2022-03-17	57438	47
2022-03-16	57391	147
2022-03-11	57244	87
2022-03-10	57157	75
2022-03-09	57082	69
2022-03-08	57013	53
2022-03-07	56960	163
2022-03-04	56797	76
2022-03-03	56721	109
2022-03-02	56612	109
2022-03-01	56503	47
2022-02-28	56456	203
2022-02-25	56253	143
2022-02-24	56110	189
2022-02-23	55921	175
2022-02-22	55746	79
2022-02-21	55667	289
2022-02-18	55378	211
2022-02-17	55167	281
2022-02-16	54886	259
2022-02-15	54627	122
2022-02-14	54505	548
2022-02-11	53957	307
2022-02-10	53650	468
2022-02-09	53182	449
2022-02-08	52733	200
2022-02-07	52533	1013
2022-02-04	51520	605
2022-02-03	50915	530
2022-02-02	50385	689
2022-02-01	49696	275
2022-01-31	49421	1445
2022-01-28	47976	589
2022-01-27	47387	556
2022-01-26	46831	757
2022-01-25	46074	309
2022-01-24	45765	1238
2022-01-21	44527	571
2022-01-20	43956	505
2022-01-19	43451	523
2022-01-18	42928	198
2022-01-17	42730	697
2022-01-14	42033	291
2022-01-13	41742	219
2022-01-12	41523	205
2022-01-11	41318	92
2022-01-10	41226	350
2022-01-07	40876	202
2022-01-06	40674	214
2022-01-05	40460	165
2022-01-04	40295	90
2022-01-03	40205	171
2021-12-31	40034	91
2021-12-30	39943	93
2021-12-29	39850	90
2021-12-28	39760	41
2021-12-27	39719	221
2021-12-23	39498	102
2021-12-22	39396	122
2021-12-21	39274	57
2021-12-20	39217	307
2021-12-17	38910	154
2021-12-16	38756	196
2021-12-15	38560	188
2021-12-14	38372	73
2021-12-13	38299	509
2021-12-10	37790	212
2021-12-09	37578	220
2021-12-08	37358	186
2021-12-07	37172	115
2021-12-06	37057	623
2021-12-03	36434	264
2021-12-02	36170	247
2021-12-01	35923	278
2021-11-30	35645	116
2021-11-29	35529	703
2021-11-26	34826	345
2021-11-25	34481	327
2021-11-24	34154	336
2021-11-23	33818	89
2021-11-22	33729	691
2021-11-19	33038	249
2021-11-18	32789	246
2021-11-17	32543	201
2021-11-16	32342	97
2021-11-15	32245	494
2021-11-12	31751	207
2021-11-11	31544	183
2021-11-10	31361	180
2021-11-09	31181	87
2021-11-08	31094	419
2021-11-05	30675	160
2021-11-04	30515	126
2021-11-03	30389	41
2021-11-02	30348	26
2021-11-01	30322	228
2021-10-29	30094	77
2021-10-28	30017	71
2021-10-27	29946	53
2021-10-26	29893	42
2021-10-25	29851	121
2021-10-22	29730	52
2021-10-21	29678	58
2021-10-20	29620	31
2021-10-19	29589	21
2021-10-18	29568	89
2021-10-15	29479	20
2021-10-14	29459	22
2021-10-13	29437	14
2021-10-12	29423	4
2021-10-11	29419	34
2021-10-08	29385	16
2021-10-07	29369	12
2021-10-06	29357	10
2021-10-05	29347	1
2021-10-04	29346	20
2021-10-01	29326	11
2021-09-30	29315	9
2021-09-29	29306	7
2021-09-28	29299	4
2021-09-27	29295	11
2021-09-24	29284	17
2021-09-23	29267	12
2021-09-22	29255	10
2021-09-21	29245	5
2021-09-20	29240	33
2021-09-17	29207	12
2021-09-16	29195	18
2021-09-15	29177	7
2021-09-14	29170	2
2021-09-13	29168	21
2021-09-10	29147	9
2021-09-09	29138	8
2021-09-08	29130	5
2021-09-07	29125	3
2021-09-06	29122	10
2021-09-03	29112	4
2021-09-02	29108	7
2021-09-01	29101	6
2021-08-31	29095	5
2021-08-30	29090	11
2021-08-27	29079	8
2021-08-26	29071	6
2021-08-25	29065	4
2021-08-24	29061	1
2021-08-23	29060	7
2021-08-19	29053	3
2021-08-18	29050	1
2021-08-17	29049	2
2021-08-16	29047	4
2021-08-13	29043	2
2021-08-12	29041	1
2021-08-11	29040	8
2021-08-10	29032	1
2021-08-09	29031	7
2021-08-06	29024	1
2021-08-05	29023	2
2021-08-04	29021	2
2021-08-03	29019	1
2021-08-02	29018	7
2021-07-30	29011	5
2021-07-29	29006	6
2021-07-28	29000	8
2021-07-27	28992	3
2021-07-26	28989	5
2021-07-23	28984	3
2021-07-22	28981	7
2021-07-21	28974	1
2021-07-20	28973	0
2021-07-19	28973	2
2021-07-16	28971	3
2021-07-15	28968	1
2021-07-14	28967	3
2021-07-13	28964	1
2021-07-12	28963	3
2021-07-09	28960	2
2021-07-08	28958	1
2021-07-07	28957	0
2021-07-06	28957	0
2021-07-05	28957	4
2021-07-02	28953	2
2021-07-01	28951	3
2021-06-30	28948	3
2021-06-29	28945	0
2021-06-28	28945	2
2021-06-25	28943	2
2021-06-24	28941	0
2021-06-23	28941	0
2021-06-22	28941	0
2021-06-21	28941	1
2021-06-18	28940	4
2021-06-17	28936	1
2021-06-16	28935	2
2021-06-15	28933	0
2021-06-14	28933	6
2021-06-11	28927	0
2021-06-10	28927	4
2021-06-09	28923	1
2021-06-08	28922	1
2021-06-07	28921	1
2021-06-06	28920	5
2021-06-05	28915	2
2021-06-04	28913	4
2021-06-03	28909	9
2021-06-02	28900	8
2021-06-01	28892	1
2021-05-31	28891	5
2021-05-30	28886	11
2021-05-29	28875	8
2021-05-28	28867	4
2021-05-27	28863	10
2021-05-26	28853	4
2021-05-25	28849	3
2021-05-24	28846	6
2021-05-23	28840	8
2021-05-22	28832	10
2021-05-21	28822	8
2021-05-20	28814	8
2021-05-19	28806	7
2021-05-18	28799	6
2021-05-17	28793	11
2021-05-16	28782	26
2021-05-15	28756	21
2021-05-14	28735	12
2021-05-13	28723	19
2021-05-12	28704	25
2021-05-11	28679	10
2021-05-10	28669	21
2021-05-09	28648	20
2021-05-08	28628	29
2021-05-07	28599	29
2021-05-06	28570	32
2021-05-05	28538	29
2021-05-04	28509	19
2021-05-03	28490	28
2021-05-02	28462	59
2021-05-01	28403	33
2021-04-30	28370	49
2021-04-29	28321	63
2021-04-28	28258	46
2021-04-27	28212	33
2021-04-26	28179	43
2021-04-25	28136	47
2021-04-24	28089	85
2021-04-23	28004	85
2021-04-22	27919	115
2021-04-21	27804	106
2021-04-20	27698	50
2021-04-19	27648	80
2021-04-18	27568	111
2021-04-17	27457	113
2021-04-16	27344	169
2021-04-15	27175	167
2021-04-14	27008	106
2021-04-13	26902	82
2021-04-12	26820	127
2021-04-11	26693	184
2021-04-10	26509	276
2021-04-09	26233	359
2021-04-08	25874	296
2021-04-07	25578	103
2021-04-06	25475	35
2021-04-05	25440	101
2021-04-04	25339	198
2021-04-03	25141	312
2021-04-02	24829	314
2021-04-01	24515	446
2021-03-31	24069	353
2021-03-30	23716	170
2021-03-29	23546	248
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2021-03-20	20376	591
2021-03-19	19785	540
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2020-10-21	898	8
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2020-10-18	867	49
2020-10-17	818	37
2020-10-16	781	25
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2020-10-14	728	10
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2020-10-11	683	54
2020-10-10	629	5
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2020-10-08	586	29
2020-10-07	557	5
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2020-09-27	382	24
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2020-09-25	342	32
2020-09-24	310	33
2020-09-23	277	9
2020-09-22	268	6
2020-09-21	262	5
2020-09-20	257	30
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2020-09-18	197	19
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2020-09-16	165	6
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2020-09-11	120	12
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2020-09-09	97	3
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2020-09-07	83	8
2020-09-06	75	15
2020-09-05	60	6
2020-09-04	54	9
2020-09-03	45	2
2020-09-02	43	2
2020-09-01	41	0
2020-08-31	41	2
2020-08-30	39	1
2020-08-29	38	2
2020-08-28	36	0
2020-08-27	36	3
2020-08-26	33	0
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2020-07-30	28	1
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2020-06-26	22	0
2020-06-25	22	0
2020-06-24	22	0
2020-06-23	22	0
2020-06-22	22	0
2020-06-21	22	0
2020-06-20	22	0
2020-06-19	22	0
2020-06-18	22	0
2020-06-17	22	0
2020-06-15	22	0
2020-06-14	22	0
2020-06-13	22	0
2020-06-12	22	0
2020-06-11	22	0
2020-06-10	22	0
2020-06-09	22	0
2020-06-08	22	0
2020-06-07	22	0
2020-06-06	22	-7
2020-06-05	29	0
2020-06-04	29	0
2020-06-03	29	0
2020-06-02	29	0
2020-06-01	29	0
2020-05-31	29	0
2020-05-30	29	0
2020-05-29	29	0
2020-05-28	29	1
2020-05-27	28	0
2020-05-26	28	0
2020-05-25	28	0
2020-05-24	28	0
2020-05-23	28	0
2020-05-22	28	0
2020-05-21	28	0
2020-05-20	28	0
2020-05-19	28	0
2020-05-18	28	0
2020-05-17	28	0
2020-05-16	28	0
2020-05-15	28	0
2020-05-14	28	0
2020-05-13	28	0
2020-05-12	28	0
2020-05-11	28	0
2020-05-10	28	0
2020-05-09	28	0
2020-05-08	28	0
2020-05-07	28	0
2020-05-06	28	0
2020-05-05	28	0
2020-05-04	28	0
2020-05-03	28	0
2020-05-02	28	1
2020-05-01	27	1
2020-04-30	26	1
2020-04-29	25	1
2020-04-28	24	0
2020-04-27	24	0
2020-04-26	24	0
2020-04-25	24	0
2020-04-24	24	0
2020-04-23	24	0
2020-04-22	24	0
2020-04-21	24	0
2020-04-20	24	1
2020-04-19	23	2
2020-04-18	21	0
2020-04-17	21	0
2020-04-16	21	0
2020-04-15	21	0
2020-04-14	21	1
2020-04-13	20	0
2020-04-12	20	2
2020-04-11	18	1
2020-04-10	17	0
2020-04-09	17	0
2020-04-08	17	1
2020-04-07	16	1
2020-04-06	15	0
2020-04-05	15	3
2020-04-04	12	0
2020-04-03	12	1
2020-04-02	11	0
2020-04-01	11	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: 0:00:10.217760