Hungary: Komárom-Esztergom

• 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="Komárom-Esztergom", weeks=5);

overview(country="Hungary", region="Komárom-Esztergom");

compare_plot(country="Hungary", region="Komárom-Esztergom");

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

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="Komárom-Esztergom")

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

	total cases	daily new cases
Dátum
2022-12-21	66002	158
2022-12-14	65844	131
2022-12-07	65713	121
2022-11-30	65592	125
2022-11-23	65467	119
2022-11-16	65348	128
2022-11-09	65220	324
2022-10-26	64896	207
2022-10-19	64689	272
2022-10-12	64417	273
2022-10-05	64144	347
2022-09-28	63797	246
2022-09-21	63551	231
2022-09-14	63320	247
2022-09-07	63073	240
2022-08-31	62833	288
2022-08-24	62545	292
2022-08-17	62253	343
2022-08-10	61910	385
2022-08-03	61525	609
2022-07-27	60916	398
2022-07-20	60518	246
2022-07-13	60272	155
2022-07-06	60117	93
2022-06-29	60024	58
2022-06-22	59966	28
2022-06-15	59938	33
2022-06-08	59905	41
2022-06-01	59864	41
2022-05-25	59823	71
2022-05-18	59752	103
2022-05-11	59649	176
2022-05-02	59473	83
2022-04-28	59390	41
2022-04-27	59349	53
2022-04-26	59296	25
2022-04-25	59271	74
2022-04-22	59197	41
2022-04-21	59156	60
2022-04-20	59096	37
2022-04-19	59059	122
2022-04-14	58937	62
2022-04-13	58875	60
2022-04-12	58815	31
2022-04-11	58784	128
2022-04-08	58656	138
2022-04-06	58518	45
2022-04-05	58473	130
2022-04-01	58343	50
2022-03-31	58293	71
2022-03-30	58222	76
2022-03-29	58146	54
2022-03-28	58092	112
2022-03-25	57980	67
2022-03-24	57913	88
2022-03-23	57825	61
2022-03-22	57764	35
2022-03-21	57729	181
2022-03-18	57548	65
2022-03-17	57483	38
2022-03-16	57445	128
2022-03-11	57317	55
2022-03-10	57262	62
2022-03-09	57200	53
2022-03-08	57147	30
2022-03-07	57117	161
2022-03-04	56956	125
2022-03-03	56831	100
2022-03-02	56731	76
2022-03-01	56655	39
2022-02-28	56616	255
2022-02-25	56361	167
2022-02-24	56194	155
2022-02-23	56039	155
2022-02-22	55884	79
2022-02-21	55805	416
2022-02-18	55389	261
2022-02-17	55128	238
2022-02-16	54890	218
2022-02-15	54672	169
2022-02-14	54503	640
2022-02-11	53863	401
2022-02-10	53462	400
2022-02-09	53062	359
2022-02-08	52703	124
2022-02-07	52579	1226
2022-02-04	51353	570
2022-02-03	50783	677
2022-02-02	50106	473
2022-02-01	49633	153
2022-01-31	49480	1857
2022-01-28	47623	678
2022-01-27	46945	836
2022-01-26	46109	694
2022-01-25	45415	320
2022-01-24	45095	1461
2022-01-21	43634	616
2022-01-20	43018	546
2022-01-19	42472	453
2022-01-18	42019	312
2022-01-17	41707	654
2022-01-14	41053	270
2022-01-13	40783	243
2022-01-12	40540	179
2022-01-11	40361	119
2022-01-10	40242	432
2022-01-07	39810	207
2022-01-06	39603	182
2022-01-05	39421	143
2022-01-04	39278	87
2022-01-03	39191	166
2021-12-31	39025	137
2021-12-30	38888	91
2021-12-29	38797	102
2021-12-28	38695	46
2021-12-27	38649	297
2021-12-23	38352	116
2021-12-22	38236	119
2021-12-21	38117	71
2021-12-20	38046	446
2021-12-17	37600	222
2021-12-16	37378	166
2021-12-15	37212	200
2021-12-14	37012	87
2021-12-13	36925	750
2021-12-10	36175	182
2021-12-09	35993	240
2021-12-08	35753	191
2021-12-07	35562	127
2021-12-06	35435	781
2021-12-03	34654	390
2021-12-02	34264	217
2021-12-01	34047	366
2021-11-30	33681	272
2021-11-29	33409	625
2021-11-26	32784	243
2021-11-25	32541	222
2021-11-24	32319	176
2021-11-23	32143	173
2021-11-22	31970	528
2021-11-19	31442	195
2021-11-18	31247	139
2021-11-17	31108	146
2021-11-16	30962	67
2021-11-15	30895	405
2021-11-12	30490	135
2021-11-11	30355	95
2021-11-10	30260	102
2021-11-09	30158	97
2021-11-08	30061	296
2021-11-05	29765	106
2021-11-04	29659	101
2021-11-03	29558	52
2021-11-02	29506	48
2021-11-01	29458	177
2021-10-29	29281	76
2021-10-28	29205	45
2021-10-27	29160	36
2021-10-26	29124	35
2021-10-25	29089	111
2021-10-22	28978	50
2021-10-21	28928	23
2021-10-20	28905	17
2021-10-19	28888	11
2021-10-18	28877	44
2021-10-15	28833	11
2021-10-14	28822	12
2021-10-13	28810	12
2021-10-12	28798	8
2021-10-11	28790	19
2021-10-08	28771	9
2021-10-07	28762	10
2021-10-06	28752	4
2021-10-05	28748	7
2021-10-04	28741	16
2021-10-01	28725	12
2021-09-30	28713	14
2021-09-29	28699	9
2021-09-28	28690	3
2021-09-27	28687	20
2021-09-24	28667	8
2021-09-23	28659	8
2021-09-22	28651	1
2021-09-21	28650	6
2021-09-20	28644	12
2021-09-17	28632	15
2021-09-16	28617	4
2021-09-15	28613	6
2021-09-14	28607	6
2021-09-13	28601	13
2021-09-10	28588	2
2021-09-09	28586	10
2021-09-08	28576	2
2021-09-07	28574	1
2021-09-06	28573	5
2021-09-03	28568	4
2021-09-02	28564	1
2021-09-01	28563	5
2021-08-31	28558	5
2021-08-30	28553	21
2021-08-27	28532	3
2021-08-26	28529	1
2021-08-25	28528	0
2021-08-24	28528	0
2021-08-23	28528	7
2021-08-19	28521	2
2021-08-18	28519	0
2021-08-17	28519	0
2021-08-16	28519	2
2021-08-13	28517	1
2021-08-12	28516	1
2021-08-11	28515	0
2021-08-10	28515	0
2021-08-09	28515	2
2021-08-06	28513	1
2021-08-05	28512	1
2021-08-04	28511	0
2021-08-03	28511	1
2021-08-02	28510	2
2021-07-30	28508	4
2021-07-29	28504	4
2021-07-28	28500	0
2021-07-27	28500	0
2021-07-26	28500	7
2021-07-23	28493	1
2021-07-22	28492	2
2021-07-21	28490	0
2021-07-20	28490	0
2021-07-19	28490	3
2021-07-16	28487	1
2021-07-15	28486	1
2021-07-14	28485	1
2021-07-13	28484	2
2021-07-12	28482	5
2021-07-09	28477	0
2021-07-08	28477	2
2021-07-07	28475	2
2021-07-06	28473	1
2021-07-05	28472	0
2021-07-02	28472	1
2021-07-01	28471	0
2021-06-30	28471	2
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2021-06-22	28451	2
2021-06-21	28449	4
2021-06-18	28445	2
2021-06-17	28443	5
2021-06-16	28438	9
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2021-06-14	28427	8
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2021-05-29	28353	20
2021-05-28	28333	12
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2021-05-23	28290	9
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2021-05-21	28260	25
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2021-05-19	28209	17
2021-05-18	28192	18
2021-05-17	28174	7
2021-05-16	28167	12
2021-05-15	28155	39
2021-05-14	28116	39
2021-05-13	28077	45
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2021-05-11	27987	22
2021-05-10	27965	20
2021-05-09	27945	33
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2021-05-05	27829	11
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2021-05-03	27810	38
2021-05-02	27772	43
2021-05-01	27729	27
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2021-04-22	27306	79
2021-04-21	27227	62
2021-04-20	27165	19
2021-04-19	27146	87
2021-04-18	27059	73
2021-04-17	26986	121
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2021-04-12	26490	185
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2021-04-08	25801	105
2021-04-07	25696	33
2021-04-06	25663	38
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2021-04-04	25520	255
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2021-03-23	21987	165
2021-03-22	21822	605
2021-03-21	21217	338
2021-03-20	20879	416
2021-03-19	20463	352
2021-03-18	20111	260
2021-03-17	19851	177
2021-03-16	19674	314
2021-03-15	19360	339
2021-03-14	19021	582
2021-03-13	18439	373
2021-03-12	18066	358
2021-03-11	17708	278
2021-03-10	17430	315
2021-03-09	17115	460
2021-03-08	16655	119
2021-03-07	16536	291
2021-03-06	16245	410
2021-03-05	15835	204
2021-03-04	15631	307
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2021-02-08	11979	47
2021-02-07	11932	68
2021-02-06	11864	70
2021-02-05	11794	86
2021-02-04	11708	66
2021-02-03	11642	30
2021-02-02	11612	43
2021-02-01	11569	29
2021-01-31	11540	65
2021-01-30	11475	45
2021-01-29	11430	67
2021-01-28	11363	85
2021-01-27	11278	27
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2021-01-25	11235	42
2021-01-24	11193	32
2021-01-23	11161	62
2021-01-22	11099	51
2021-01-21	11048	43
2021-01-20	11005	30
2021-01-19	10975	27
2021-01-18	10948	38
2021-01-17	10910	38
2021-01-16	10872	53
2021-01-15	10819	38
2021-01-14	10781	101
2021-01-13	10680	83
2021-01-12	10597	19
2021-01-11	10578	52
2021-01-10	10526	119
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2021-01-02	9999	13
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2020-12-31	9904	90
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2020-12-29	9754	27
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2020-12-27	9721	10
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2020-12-24	9613	102
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2020-12-22	9446	37
2020-12-21	9409	58
2020-12-20	9351	175
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2020-12-16	8769	101
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2020-12-14	8558	130
2020-12-13	8428	145
2020-12-12	8283	173
2020-12-11	8110	208
2020-12-10	7902	153
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2020-12-08	7607	131
2020-12-07	7476	130
2020-12-06	7346	257
2020-12-05	7089	165
2020-12-04	6924	189
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2020-11-08	2702	158
2020-11-07	2544	127
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2020-11-05	2280	97
2020-11-04	2183	41
2020-11-03	2142	99
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2020-11-01	1930	23
2020-10-31	1907	65
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2020-10-29	1780	26
2020-10-28	1754	106
2020-10-27	1648	89
2020-10-26	1559	4
2020-10-25	1555	60
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2020-10-23	1436	35
2020-10-22	1401	4
2020-10-21	1397	42
2020-10-20	1355	50
2020-10-19	1305	40
2020-10-18	1265	19
2020-10-17	1246	33
2020-10-16	1213	52
2020-10-15	1161	9
2020-10-14	1152	15
2020-10-13	1137	27
2020-10-12	1110	39
2020-10-11	1071	12
2020-10-10	1059	26
2020-10-09	1033	25
2020-10-08	1008	9
2020-10-07	999	16
2020-10-06	983	29
2020-10-05	954	14
2020-10-04	940	30
2020-10-03	910	41
2020-10-02	869	26
2020-10-01	843	12
2020-09-30	831	29
2020-09-29	802	3
2020-09-28	799	32
2020-09-27	767	22
2020-09-26	745	17
2020-09-25	728	11
2020-09-24	717	20
2020-09-23	697	18
2020-09-22	679	32
2020-09-21	647	28
2020-09-20	619	33
2020-09-19	586	24
2020-09-18	562	29
2020-09-17	533	31
2020-09-16	502	14
2020-09-15	488	19
2020-09-14	469	15
2020-09-13	454	9
2020-09-12	445	38
2020-09-11	407	6
2020-09-10	401	12
2020-09-09	389	6
2020-09-08	383	6
2020-09-07	377	5
2020-09-06	372	14
2020-09-05	358	6
2020-09-04	352	4
2020-09-03	348	2
2020-09-02	346	10
2020-09-01	336	2
2020-08-31	334	6
2020-08-30	328	2
2020-08-29	326	3
2020-08-28	323	2
2020-08-27	321	3
2020-08-26	318	2
2020-08-25	316	0
2020-08-24	316	0
2020-08-23	316	1
2020-08-22	315	0
2020-08-21	315	0
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2020-08-07	315	2
2020-08-06	313	1
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2020-07-28	312	0
2020-07-27	312	0
2020-07-26	312	0
2020-07-25	312	2
2020-07-24	310	1
2020-07-23	309	0
2020-07-22	309	1
2020-07-21	308	0
2020-07-20	308	0
2020-07-19	308	0
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2020-07-11	308	1
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2020-07-06	307	0
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2020-07-04	307	0
2020-07-03	307	0
2020-07-02	307	0
2020-07-01	307	0
2020-06-30	307	0
2020-06-29	307	0
2020-06-28	307	0
2020-06-27	307	2
2020-06-26	305	0
2020-06-25	305	3
2020-06-24	302	0
2020-06-23	302	0
2020-06-22	302	1
2020-06-21	301	0
2020-06-20	301	0
2020-06-19	301	0
2020-06-18	301	0
2020-06-17	301	1
2020-06-15	300	2
2020-06-14	298	0
2020-06-13	298	3
2020-06-12	295	5
2020-06-11	290	3
2020-06-10	287	2
2020-06-09	285	2
2020-06-08	283	0
2020-06-07	283	5
2020-06-06	278	5
2020-06-05	273	1
2020-06-04	272	4
2020-06-03	268	4
2020-06-02	264	2
2020-06-01	262	3
2020-05-31	259	0
2020-05-30	259	7
2020-05-29	252	2
2020-05-28	250	7
2020-05-27	243	-1
2020-05-26	244	1
2020-05-25	243	7
2020-05-24	236	2
2020-05-23	234	12
2020-05-22	222	8
2020-05-21	214	8
2020-05-20	206	7
2020-05-19	199	1
2020-05-18	198	3
2020-05-17	195	11
2020-05-16	184	1
2020-05-15	183	3
2020-05-14	180	4
2020-05-13	176	2
2020-05-12	174	1
2020-05-11	173	5
2020-05-10	168	2
2020-05-09	166	4
2020-05-08	162	5
2020-05-07	157	9
2020-05-06	148	7
2020-05-05	141	4
2020-05-04	137	5
2020-05-03	132	11
2020-05-02	121	11
2020-05-01	110	9
2020-04-30	101	8
2020-04-29	93	1
2020-04-28	92	5
2020-04-27	87	15
2020-04-26	72	2
2020-04-25	70	3
2020-04-24	67	3
2020-04-23	64	16
2020-04-22	48	0
2020-04-21	48	5
2020-04-20	43	11
2020-04-19	32	7
2020-04-18	25	2
2020-04-17	23	2
2020-04-16	21	1
2020-04-15	20	0
2020-04-14	20	0
2020-04-13	20	0
2020-04-12	20	0
2020-04-11	20	3
2020-04-10	17	0
2020-04-09	17	2
2020-04-08	15	0
2020-04-07	15	1
2020-04-06	14	0
2020-04-05	14	0
2020-04-04	14	-1
2020-04-03	15	2
2020-04-02	13	1
2020-04-01	12	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: 0:00:10.755927