Hungary: Heves

• 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 16:42:01 CEST

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

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

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

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

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

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="Heves")

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

	total cases	daily new cases
Dátum
2022-12-21	60557	118
2022-12-14	60439	121
2022-12-07	60318	118
2022-11-30	60200	123
2022-11-23	60077	115
2022-11-16	59962	137
2022-11-09	59825	337
2022-10-26	59488	238
2022-10-19	59250	311
2022-10-12	58939	344
2022-10-05	58595	398
2022-09-28	58197	393
2022-09-21	57804	358
2022-09-14	57446	355
2022-09-07	57091	322
2022-08-31	56769	406
2022-08-24	56363	522
2022-08-17	55841	541
2022-08-10	55300	595
2022-08-03	54705	535
2022-07-27	54170	416
2022-07-20	53754	358
2022-07-13	53396	257
2022-07-06	53139	113
2022-06-29	53026	69
2022-06-22	52957	36
2022-06-15	52921	24
2022-06-08	52897	28
2022-06-01	52869	48
2022-05-25	52821	71
2022-05-18	52750	159
2022-05-11	52591	209
2022-05-02	52382	90
2022-04-28	52292	56
2022-04-27	52236	69
2022-04-26	52167	35
2022-04-25	52132	112
2022-04-22	52020	58
2022-04-21	51962	97
2022-04-20	51865	34
2022-04-19	51831	115
2022-04-14	51716	69
2022-04-13	51647	70
2022-04-12	51577	59
2022-04-11	51518	123
2022-04-08	51395	102
2022-04-06	51293	65
2022-04-05	51228	134
2022-04-01	51094	44
2022-03-31	51050	64
2022-03-30	50986	67
2022-03-29	50919	47
2022-03-28	50872	122
2022-03-25	50750	72
2022-03-24	50678	49
2022-03-23	50629	66
2022-03-22	50563	60
2022-03-21	50503	132
2022-03-18	50371	84
2022-03-17	50287	46
2022-03-16	50241	106
2022-03-11	50135	51
2022-03-10	50084	74
2022-03-09	50010	76
2022-03-08	49934	48
2022-03-07	49886	139
2022-03-04	49747	82
2022-03-03	49665	139
2022-03-02	49526	105
2022-03-01	49421	60
2022-02-28	49361	216
2022-02-25	49145	112
2022-02-24	49033	153
2022-02-23	48880	190
2022-02-22	48690	95
2022-02-21	48595	359
2022-02-18	48236	232
2022-02-17	48004	236
2022-02-16	47768	214
2022-02-15	47554	139
2022-02-14	47415	497
2022-02-11	46918	310
2022-02-10	46608	342
2022-02-09	46266	409
2022-02-08	45857	270
2022-02-07	45587	894
2022-02-04	44693	386
2022-02-03	44307	473
2022-02-02	43834	644
2022-02-01	43190	232
2022-01-31	42958	1074
2022-01-28	41884	528
2022-01-27	41356	494
2022-01-26	40862	630
2022-01-25	40232	245
2022-01-24	39987	906
2022-01-21	39081	344
2022-01-20	38737	329
2022-01-19	38408	328
2022-01-18	38080	140
2022-01-17	37940	335
2022-01-14	37605	174
2022-01-13	37431	143
2022-01-12	37288	136
2022-01-11	37152	50
2022-01-10	37102	227
2022-01-07	36875	99
2022-01-06	36776	92
2022-01-05	36684	102
2022-01-04	36582	33
2022-01-03	36549	94
2021-12-31	36455	70
2021-12-30	36385	58
2021-12-29	36327	84
2021-12-28	36243	28
2021-12-27	36215	144
2021-12-23	36071	60
2021-12-22	36011	68
2021-12-21	35943	32
2021-12-20	35911	209
2021-12-17	35702	79
2021-12-16	35623	137
2021-12-15	35486	136
2021-12-14	35350	99
2021-12-13	35251	341
2021-12-10	34910	125
2021-12-09	34785	180
2021-12-08	34605	166
2021-12-07	34439	142
2021-12-06	34297	522
2021-12-03	33775	289
2021-12-02	33486	346
2021-12-01	33140	277
2021-11-30	32863	270
2021-11-29	32593	848
2021-11-26	31745	343
2021-11-25	31402	342
2021-11-24	31060	350
2021-11-23	30710	245
2021-11-22	30465	701
2021-11-19	29764	439
2021-11-18	29325	328
2021-11-17	28997	418
2021-11-16	28579	188
2021-11-15	28391	748
2021-11-12	27643	361
2021-11-11	27282	262
2021-11-10	27020	366
2021-11-09	26654	194
2021-11-08	26460	699
2021-11-05	25761	261
2021-11-04	25500	293
2021-11-03	25207	88
2021-11-02	25119	92
2021-11-01	25027	481
2021-10-29	24546	194
2021-10-28	24352	200
2021-10-27	24152	159
2021-10-26	23993	62
2021-10-25	23931	289
2021-10-22	23642	99
2021-10-21	23543	120
2021-10-20	23423	74
2021-10-19	23349	31
2021-10-18	23318	116
2021-10-15	23202	35
2021-10-14	23167	32
2021-10-13	23135	12
2021-10-12	23123	21
2021-10-11	23102	40
2021-10-08	23062	24
2021-10-07	23038	33
2021-10-06	23005	12
2021-10-05	22993	5
2021-10-04	22988	63
2021-10-01	22925	24
2021-09-30	22901	20
2021-09-29	22881	15
2021-09-28	22866	8
2021-09-27	22858	29
2021-09-24	22829	16
2021-09-23	22813	13
2021-09-22	22800	10
2021-09-21	22790	2
2021-09-20	22788	40
2021-09-17	22748	17
2021-09-16	22731	19
2021-09-15	22712	10
2021-09-14	22702	9
2021-09-13	22693	30
2021-09-10	22663	13
2021-09-09	22650	18
2021-09-08	22632	3
2021-09-07	22629	4
2021-09-06	22625	14
2021-09-03	22611	11
2021-09-02	22600	5
2021-09-01	22595	4
2021-08-31	22591	1
2021-08-30	22590	11
2021-08-27	22579	4
2021-08-26	22575	5
2021-08-25	22570	3
2021-08-24	22567	1
2021-08-23	22566	6
2021-08-19	22560	5
2021-08-18	22555	1
2021-08-17	22554	1
2021-08-16	22553	6
2021-08-13	22547	6
2021-08-12	22541	8
2021-08-11	22533	5
2021-08-10	22528	1
2021-08-09	22527	6
2021-08-06	22521	0
2021-08-05	22521	4
2021-08-04	22517	3
2021-08-03	22514	0
2021-08-02	22514	1
2021-07-30	22513	2
2021-07-29	22511	2
2021-07-28	22509	1
2021-07-27	22508	1
2021-07-26	22507	3
2021-07-23	22504	1
2021-07-22	22503	7
2021-07-21	22496	1
2021-07-20	22495	0
2021-07-19	22495	1
2021-07-16	22494	0
2021-07-15	22494	1
2021-07-14	22493	1
2021-07-13	22492	1
2021-07-12	22491	3
2021-07-09	22488	1
2021-07-08	22487	3
2021-07-07	22484	1
2021-07-06	22483	1
2021-07-05	22482	1
2021-07-02	22481	0
2021-07-01	22481	1
2021-06-30	22480	2
2021-06-29	22478	0
2021-06-28	22478	3
2021-06-25	22475	4
2021-06-24	22471	3
2021-06-23	22468	6
2021-06-22	22462	1
2021-06-21	22461	10
2021-06-18	22451	4
2021-06-17	22447	5
2021-06-16	22442	10
2021-06-15	22432	2
2021-06-14	22430	9
2021-06-11	22421	5
2021-06-10	22416	9
2021-06-09	22407	4
2021-06-08	22403	5
2021-06-07	22398	0
2021-06-06	22398	3
2021-06-05	22395	12
2021-06-04	22383	7
2021-06-03	22376	8
2021-06-02	22368	7
2021-06-01	22361	3
2021-05-31	22358	5
2021-05-30	22353	21
2021-05-29	22332	3
2021-05-28	22329	16
2021-05-27	22313	10
2021-05-26	22303	4
2021-05-25	22299	9
2021-05-24	22290	3
2021-05-23	22287	20
2021-05-22	22267	17
2021-05-21	22250	20
2021-05-20	22230	26
2021-05-19	22204	31
2021-05-18	22173	25
2021-05-17	22148	10
2021-05-16	22138	24
2021-05-15	22114	24
2021-05-14	22090	50
2021-05-13	22040	49
2021-05-12	21991	39
2021-05-11	21952	11
2021-05-10	21941	16
2021-05-09	21925	44
2021-05-08	21881	43
2021-05-07	21838	56
2021-05-06	21782	60
2021-05-05	21722	42
2021-05-04	21680	46
2021-05-03	21634	29
2021-05-02	21605	51
2021-05-01	21554	68
2021-04-30	21486	86
2021-04-29	21400	99
2021-04-28	21301	110
2021-04-27	21191	22
2021-04-26	21169	52
2021-04-25	21117	101
2021-04-24	21016	100
2021-04-23	20916	121
2021-04-22	20795	139
2021-04-21	20656	123
2021-04-20	20533	135
2021-04-19	20398	57
2021-04-18	20341	166
2021-04-17	20175	149
2021-04-16	20026	207
2021-04-15	19819	152
2021-04-14	19667	199
2021-04-13	19468	85
2021-04-12	19383	192
2021-04-11	19191	277
2021-04-10	18914	264
2021-04-09	18650	240
2021-04-08	18410	172
2021-04-07	18238	116
2021-04-06	18122	42
2021-04-05	18080	215
2021-04-04	17865	182
2021-04-03	17683	251
2021-04-02	17432	254
2021-04-01	17178	247
2021-03-31	16931	238
2021-03-30	16693	288
2021-03-29	16405	172
2021-03-28	16233	374
2021-03-27	15859	288
2021-03-26	15571	245
2021-03-25	15326	269
2021-03-24	15057	225
2021-03-23	14832	279
2021-03-22	14553	145
2021-03-21	14408	245
2021-03-20	14163	246
2021-03-19	13917	217
2021-03-18	13700	199
2021-03-17	13501	132
2021-03-16	13369	91
2021-03-15	13278	145
2021-03-14	13133	190
2021-03-13	12943	197
2021-03-12	12746	117
2021-03-11	12629	154
2021-03-10	12475	149
2021-03-09	12326	116
2021-03-08	12210	43
2021-03-07	12167	153
2021-03-06	12014	129
2021-03-05	11885	116
2021-03-04	11769	98
2021-03-03	11671	108
2021-03-02	11563	33
2021-03-01	11530	71
2021-02-28	11459	71
2021-02-27	11388	68
2021-02-26	11320	100
2021-02-25	11220	80
2021-02-24	11140	32
2021-02-23	11108	45
2021-02-22	11063	28
2021-02-21	11035	41
2021-02-20	10994	62
2021-02-19	10932	44
2021-02-18	10888	61
2021-02-17	10827	46
2021-02-16	10781	16
2021-02-15	10765	22
2021-02-14	10743	33
2021-02-13	10710	50
2021-02-12	10660	40
2021-02-11	10620	40
2021-02-10	10580	61
2021-02-09	10519	29
2021-02-08	10490	14
2021-02-07	10476	33
2021-02-06	10443	40
2021-02-05	10403	47
2021-02-04	10356	45
2021-02-03	10311	26
2021-02-02	10285	12
2021-02-01	10273	18
2021-01-31	10255	26
2021-01-30	10229	29
2021-01-29	10200	27
2021-01-28	10173	51
2021-01-27	10122	42
2021-01-26	10080	5
2021-01-25	10075	11
2021-01-24	10064	30
2021-01-23	10034	38
2021-01-22	9996	40
2021-01-21	9956	56
2021-01-20	9900	32
2021-01-19	9868	20
2021-01-18	9848	14
2021-01-17	9834	38
2021-01-16	9796	37
2021-01-15	9759	71
2021-01-14	9688	103
2021-01-13	9585	69
2021-01-12	9516	5
2021-01-11	9511	36
2021-01-10	9475	56
2021-01-09	9419	52
2021-01-08	9367	118
2021-01-07	9249	48
2021-01-06	9201	49
2021-01-05	9152	28
2021-01-04	9124	22
2021-01-03	9102	29
2021-01-02	9073	44
2021-01-01	9029	83
2020-12-31	8946	80
2020-12-30	8866	65
2020-12-29	8801	30
2020-12-28	8771	11
2020-12-27	8760	8
2020-12-26	8752	58
2020-12-25	8694	44
2020-12-24	8650	95
2020-12-23	8555	61
2020-12-22	8494	29
2020-12-21	8465	73
2020-12-20	8392	76
2020-12-19	8316	125
2020-12-18	8191	145
2020-12-17	8046	98
2020-12-16	7948	90
2020-12-15	7858	52
2020-12-14	7806	93
2020-12-13	7713	112
2020-12-12	7601	170
2020-12-11	7431	152
2020-12-10	7279	139
2020-12-09	7140	111
2020-12-08	7029	92
2020-12-07	6937	114
2020-12-06	6823	204
2020-12-05	6619	168
2020-12-04	6451	160
2020-12-03	6291	211
2020-12-02	6080	188
2020-12-01	5892	91
2020-11-30	5801	200
2020-11-29	5601	283
2020-11-28	5318	200
2020-11-27	5118	209
2020-11-26	4909	78
2020-11-25	4831	76
2020-11-24	4755	68
2020-11-23	4687	71
2020-11-22	4616	126
2020-11-21	4490	102
2020-11-20	4388	59
2020-11-19	4329	189
2020-11-18	4140	97
2020-11-17	4043	154
2020-11-16	3889	187
2020-11-15	3702	186
2020-11-14	3516	217
2020-11-13	3299	249
2020-11-12	3050	183
2020-11-11	2867	58
2020-11-10	2809	169
2020-11-09	2640	94
2020-11-08	2546	123
2020-11-07	2423	152
2020-11-06	2271	106
2020-11-05	2165	119
2020-11-04	2046	32
2020-11-03	2014	30
2020-11-02	1984	163
2020-11-01	1821	68
2020-10-31	1753	73
2020-10-30	1680	35
2020-10-29	1645	84
2020-10-28	1561	53
2020-10-27	1508	42
2020-10-26	1466	56
2020-10-25	1410	113
2020-10-24	1297	90
2020-10-23	1207	34
2020-10-22	1173	63
2020-10-21	1110	39
2020-10-20	1071	60
2020-10-19	1011	21
2020-10-18	990	62
2020-10-17	928	74
2020-10-16	854	27
2020-10-15	827	41
2020-10-14	786	40
2020-10-13	746	50
2020-10-12	696	13
2020-10-11	683	72
2020-10-10	611	29
2020-10-09	582	33
2020-10-08	549	-9
2020-10-07	558	20
2020-10-06	538	11
2020-10-05	527	40
2020-10-04	487	16
2020-10-03	471	40
2020-10-02	431	14
2020-10-01	417	26
2020-09-30	391	6
2020-09-29	385	17
2020-09-28	368	10
2020-09-27	358	21
2020-09-26	337	37
2020-09-25	300	18
2020-09-24	282	13
2020-09-23	269	13
2020-09-22	256	15
2020-09-21	241	10
2020-09-20	231	18
2020-09-19	213	11
2020-09-18	202	1
2020-09-17	201	8
2020-09-16	193	1
2020-09-15	192	20
2020-09-14	172	19
2020-09-13	153	4
2020-09-12	149	15
2020-09-11	134	14
2020-09-10	120	9
2020-09-09	111	0
2020-09-08	111	6
2020-09-07	105	24
2020-09-06	81	0
2020-09-05	81	4
2020-09-04	77	11
2020-09-03	66	21
2020-09-02	45	-2
2020-09-01	47	7
2020-08-31	40	0
2020-08-30	40	2
2020-08-29	38	0
2020-08-28	38	3
2020-08-27	35	2
2020-08-26	33	0
2020-08-25	33	0
2020-08-24	33	0
2020-08-23	33	0
2020-08-22	33	0
2020-08-21	33	1
2020-08-20	32	0
2020-08-19	32	1
2020-08-18	31	0
2020-08-17	31	0
2020-08-16	31	1
2020-08-15	30	0
2020-08-14	30	1
2020-08-13	29	0
2020-08-12	29	0
2020-08-11	29	1
2020-08-10	28	0
2020-08-09	28	0
2020-08-08	28	0
2020-08-07	28	0
2020-08-06	28	0
2020-08-05	28	0
2020-08-04	28	0
2020-08-03	28	0
2020-08-02	28	1
2020-08-01	27	0
2020-07-31	27	0
2020-07-30	27	-1
2020-07-29	28	0
2020-07-28	28	0
2020-07-27	28	0
2020-07-26	28	0
2020-07-25	28	2
2020-07-24	26	2
2020-07-23	24	0
2020-07-22	24	0
2020-07-21	24	0
2020-07-20	24	1
2020-07-19	23	0
2020-07-18	23	1
2020-07-17	22	0
2020-07-16	22	0
2020-07-15	22	0
2020-07-14	22	2
2020-07-13	20	0
2020-07-12	20	0
2020-07-11	20	0
2020-07-10	20	0
2020-07-09	20	0
2020-07-08	20	1
2020-07-06	19	0
2020-07-05	19	1
2020-07-04	18	0
2020-07-03	18	3
2020-07-02	15	1
2020-07-01	14	0
2020-06-30	14	0
2020-06-29	14	0
2020-06-28	14	0
2020-06-27	14	0
2020-06-26	14	0
2020-06-25	14	0
2020-06-24	14	0
2020-06-23	14	0
2020-06-22	14	0
2020-06-21	14	0
2020-06-20	14	0
2020-06-19	14	0
2020-06-18	14	0
2020-06-17	14	0
2020-06-15	14	0
2020-06-14	14	0
2020-06-13	14	0
2020-06-12	14	0
2020-06-11	14	0
2020-06-10	14	0
2020-06-09	14	0
2020-06-08	14	0
2020-06-07	14	0
2020-06-06	14	0
2020-06-05	14	0
2020-06-04	14	1
2020-06-03	13	-1
2020-06-02	14	0
2020-06-01	14	0
2020-05-31	14	0
2020-05-30	14	1
2020-05-29	13	0
2020-05-28	13	0
2020-05-27	13	0
2020-05-26	13	0
2020-05-25	13	0
2020-05-24	13	0
2020-05-23	13	0
2020-05-22	13	0
2020-05-21	13	0
2020-05-20	13	-4
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	1
2020-05-11	16	0
2020-05-10	16	0
2020-05-09	16	-1
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	0
2020-04-28	17	1
2020-04-27	16	0
2020-04-26	16	0
2020-04-25	16	1
2020-04-24	15	1
2020-04-23	14	0
2020-04-22	14	0
2020-04-21	14	1
2020-04-20	13	0
2020-04-19	13	0
2020-04-18	13	0
2020-04-17	13	0
2020-04-16	13	1
2020-04-15	12	1
2020-04-14	11	2
2020-04-13	9	0
2020-04-12	9	1
2020-04-11	8	3
2020-04-10	5	1
2020-04-09	4	0
2020-04-08	4	0
2020-04-07	4	0
2020-04-06	4	1
2020-04-05	3	0
2020-04-04	3	0
2020-04-03	3	0
2020-04-02	3	0
2020-04-01	3	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: 0:00:10.240813