Overview

Dataset statistics

Number of variables4
Number of observations6944
Missing cells85
Missing cells (%)0.3%
Duplicate rows67
Duplicate rows (%)1.0%
Total size in memory217.1 KiB
Average record size in memory32.0 B

Variable types

Text2
DateTime2

Dataset

Description전북특별자치도 군산시에서 운영하는 군산시농업기술센터홈페이지의 행사 교육일정(행사명, 행사 시작일, 행사 종료일, 행사 내용 등)
Author전북특별자치도 군산시
URLhttps://www.data.go.kr/data/15063903/fileData.do

Alerts

Dataset has 67 (1.0%) duplicate rowsDuplicates
행사내용 has 85 (1.2%) missing valuesMissing

Reproduction

Analysis started2024-03-14 15:04:52.136358
Analysis finished2024-03-14 15:04:53.750137
Duration1.61 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Distinct4895
Distinct (%)70.5%
Missing0
Missing (%)0.0%
Memory size54.4 KiB
2024-03-15T00:04:55.015961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length46
Median length36
Mean length20.866791
Min length3

Characters and Unicode

Total characters144899
Distinct characters646
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4192 ?
Unique (%)60.4%

Sample

1st row농촌동농촌 지도자 운영위원회
2nd row2013년 새해농업인 실용교육 시범강의
3rd row옥산생활개선회 임원회의
4th row새해농업인실용교육
5th row새해농업인실용교육
ValueCountFrequency (%)
교육 1064
 
3.6%
958
 
3.2%
운영 464
 
1.6%
농산물가공지원센터 306
 
1.0%
참석 273
 
0.9%
강소농 229
 
0.8%
여성농업인 224
 
0.8%
2018년 224
 
0.8%
지도 219
 
0.7%
시범사업 219
 
0.7%
Other values (4934) 25523
85.9%
2024-03-15T00:04:56.690171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
22836
 
15.8%
4300
 
3.0%
3166
 
2.2%
3105
 
2.1%
2990
 
2.1%
2783
 
1.9%
2 2769
 
1.9%
2438
 
1.7%
1 2265
 
1.6%
2051
 
1.4%
Other values (636) 96196
66.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 108543
74.9%
Space Separator 22836
 
15.8%
Decimal Number 9746
 
6.7%
Open Punctuation 1038
 
0.7%
Close Punctuation 1037
 
0.7%
Uppercase Letter 685
 
0.5%
Dash Punctuation 433
 
0.3%
Lowercase Letter 245
 
0.2%
Other Punctuation 104
 
0.1%
Initial Punctuation 84
 
0.1%
Other values (4) 148
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
4300
 
4.0%
3166
 
2.9%
3105
 
2.9%
2990
 
2.8%
2783
 
2.6%
2438
 
2.2%
2051
 
1.9%
1832
 
1.7%
1778
 
1.6%
1583
 
1.5%
Other values (561) 82517
76.0%
Uppercase Letter
ValueCountFrequency (%)
H 239
34.9%
A 77
 
11.2%
P 50
 
7.3%
T 43
 
6.3%
S 36
 
5.3%
I 35
 
5.1%
C 33
 
4.8%
G 31
 
4.5%
F 31
 
4.5%
B 29
 
4.2%
Other values (13) 81
 
11.8%
Lowercase Letter
ValueCountFrequency (%)
e 153
62.4%
a 26
 
10.6%
d 14
 
5.7%
t 14
 
5.7%
i 13
 
5.3%
g 13
 
5.3%
o 4
 
1.6%
p 2
 
0.8%
u 2
 
0.8%
r 1
 
0.4%
Other values (3) 3
 
1.2%
Decimal Number
ValueCountFrequency (%)
2 2769
28.4%
1 2265
23.2%
0 1928
19.8%
8 493
 
5.1%
4 442
 
4.5%
6 410
 
4.2%
7 400
 
4.1%
9 388
 
4.0%
5 347
 
3.6%
3 304
 
3.1%
Other Punctuation
ValueCountFrequency (%)
/ 47
45.2%
. 29
27.9%
· 13
 
12.5%
, 11
 
10.6%
! 3
 
2.9%
; 1
 
1.0%
Open Punctuation
ValueCountFrequency (%)
( 1025
98.7%
8
 
0.8%
2
 
0.2%
2
 
0.2%
[ 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
) 1025
98.8%
8
 
0.8%
2
 
0.2%
] 1
 
0.1%
1
 
0.1%
Math Symbol
ValueCountFrequency (%)
~ 58
76.3%
+ 14
 
18.4%
< 2
 
2.6%
> 2
 
2.6%
Final Punctuation
ValueCountFrequency (%)
49
80.3%
12
 
19.7%
Initial Punctuation
ValueCountFrequency (%)
48
57.1%
36
42.9%
Letter Number
ValueCountFrequency (%)
1
50.0%
1
50.0%
Space Separator
ValueCountFrequency (%)
22836
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 433
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 108534
74.9%
Common 35424
 
24.4%
Latin 932
 
0.6%
Han 9
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
4300
 
4.0%
3166
 
2.9%
3105
 
2.9%
2990
 
2.8%
2783
 
2.6%
2438
 
2.2%
2051
 
1.9%
1832
 
1.7%
1778
 
1.6%
1583
 
1.5%
Other values (558) 82508
76.0%
Latin
ValueCountFrequency (%)
H 239
25.6%
e 153
16.4%
A 77
 
8.3%
P 50
 
5.4%
T 43
 
4.6%
S 36
 
3.9%
I 35
 
3.8%
C 33
 
3.5%
G 31
 
3.3%
F 31
 
3.3%
Other values (28) 204
21.9%
Common
ValueCountFrequency (%)
22836
64.5%
2 2769
 
7.8%
1 2265
 
6.4%
0 1928
 
5.4%
( 1025
 
2.9%
) 1025
 
2.9%
8 493
 
1.4%
4 442
 
1.2%
- 433
 
1.2%
6 410
 
1.2%
Other values (27) 1798
 
5.1%
Han
ValueCountFrequency (%)
5
55.6%
3
33.3%
1
 
11.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 108534
74.9%
ASCII 36173
 
25.0%
Punctuation 145
 
0.1%
None 36
 
< 0.1%
CJK 9
 
< 0.1%
Number Forms 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22836
63.1%
2 2769
 
7.7%
1 2265
 
6.3%
0 1928
 
5.3%
( 1025
 
2.8%
) 1025
 
2.8%
8 493
 
1.4%
4 442
 
1.2%
- 433
 
1.2%
6 410
 
1.1%
Other values (52) 2547
 
7.0%
Hangul
ValueCountFrequency (%)
4300
 
4.0%
3166
 
2.9%
3105
 
2.9%
2990
 
2.8%
2783
 
2.6%
2438
 
2.2%
2051
 
1.9%
1832
 
1.7%
1778
 
1.6%
1583
 
1.5%
Other values (558) 82508
76.0%
Punctuation
ValueCountFrequency (%)
49
33.8%
48
33.1%
36
24.8%
12
 
8.3%
None
ValueCountFrequency (%)
· 13
36.1%
8
22.2%
8
22.2%
2
 
5.6%
2
 
5.6%
2
 
5.6%
1
 
2.8%
CJK
ValueCountFrequency (%)
5
55.6%
3
33.3%
1
 
11.1%
Number Forms
ValueCountFrequency (%)
1
50.0%
1
50.0%
Distinct2176
Distinct (%)31.3%
Missing0
Missing (%)0.0%
Memory size54.4 KiB
Minimum2013-01-02 00:00:00
Maximum2023-08-23 00:00:00
2024-03-15T00:04:57.090576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:04:57.532280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
Distinct2171
Distinct (%)31.3%
Missing0
Missing (%)0.0%
Memory size54.4 KiB
Minimum2001-02-02 00:00:00
Maximum2023-10-02 00:00:00
2024-03-15T00:04:57.943119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T00:04:58.390931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

행사내용
Text

MISSING 

Distinct4818
Distinct (%)70.2%
Missing85
Missing (%)1.2%
Memory size54.4 KiB
2024-03-15T00:04:59.483376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length46
Median length35
Mean length20.797055
Min length3

Characters and Unicode

Total characters142647
Distinct characters646
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4120 ?
Unique (%)60.1%

Sample

1st row농촌동농촌 지도자 운영위원회
2nd row2013년 새해농업인 실용교육 시범강의
3rd row옥산생활개선회 임원회의
4th row새해농업인실용교육
5th row새해농업인실용교육
ValueCountFrequency (%)
교육 1038
 
3.5%
945
 
3.2%
운영 461
 
1.6%
농산물가공지원센터 306
 
1.0%
참석 271
 
0.9%
강소농 221
 
0.8%
지도 219
 
0.7%
여성농업인 218
 
0.7%
시범사업 218
 
0.7%
2018년 206
 
0.7%
Other values (4890) 25167
86.0%
2024-03-15T00:05:00.721081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
22489
 
15.8%
4228
 
3.0%
3103
 
2.2%
3046
 
2.1%
2919
 
2.0%
2759
 
1.9%
2 2666
 
1.9%
2411
 
1.7%
1 2160
 
1.5%
2015
 
1.4%
Other values (636) 94851
66.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 107178
75.1%
Space Separator 22489
 
15.8%
Decimal Number 9311
 
6.5%
Close Punctuation 996
 
0.7%
Open Punctuation 996
 
0.7%
Uppercase Letter 672
 
0.5%
Dash Punctuation 432
 
0.3%
Lowercase Letter 245
 
0.2%
Other Punctuation 100
 
0.1%
Initial Punctuation 82
 
0.1%
Other values (4) 146
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
4228
 
3.9%
3103
 
2.9%
3046
 
2.8%
2919
 
2.7%
2759
 
2.6%
2411
 
2.2%
2015
 
1.9%
1823
 
1.7%
1762
 
1.6%
1550
 
1.4%
Other values (561) 81562
76.1%
Uppercase Letter
ValueCountFrequency (%)
H 237
35.3%
A 76
 
11.3%
P 49
 
7.3%
T 41
 
6.1%
S 36
 
5.4%
I 35
 
5.2%
F 31
 
4.6%
G 31
 
4.6%
C 30
 
4.5%
B 29
 
4.3%
Other values (13) 77
 
11.5%
Lowercase Letter
ValueCountFrequency (%)
e 153
62.4%
a 26
 
10.6%
d 14
 
5.7%
t 14
 
5.7%
g 13
 
5.3%
i 13
 
5.3%
o 4
 
1.6%
u 2
 
0.8%
p 2
 
0.8%
m 1
 
0.4%
Other values (3) 3
 
1.2%
Decimal Number
ValueCountFrequency (%)
2 2666
28.6%
1 2160
23.2%
0 1841
19.8%
8 463
 
5.0%
4 432
 
4.6%
6 402
 
4.3%
7 366
 
3.9%
9 353
 
3.8%
5 342
 
3.7%
3 286
 
3.1%
Other Punctuation
ValueCountFrequency (%)
/ 45
45.0%
. 27
27.0%
· 13
 
13.0%
, 11
 
11.0%
! 3
 
3.0%
; 1
 
1.0%
Close Punctuation
ValueCountFrequency (%)
) 984
98.8%
8
 
0.8%
2
 
0.2%
1
 
0.1%
] 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 983
98.7%
8
 
0.8%
2
 
0.2%
2
 
0.2%
[ 1
 
0.1%
Math Symbol
ValueCountFrequency (%)
~ 57
76.0%
+ 14
 
18.7%
> 2
 
2.7%
< 2
 
2.7%
Final Punctuation
ValueCountFrequency (%)
48
80.0%
12
 
20.0%
Initial Punctuation
ValueCountFrequency (%)
47
57.3%
35
42.7%
Letter Number
ValueCountFrequency (%)
1
50.0%
1
50.0%
Space Separator
ValueCountFrequency (%)
22489
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 432
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 107169
75.1%
Common 34550
 
24.2%
Latin 919
 
0.6%
Han 9
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
4228
 
3.9%
3103
 
2.9%
3046
 
2.8%
2919
 
2.7%
2759
 
2.6%
2411
 
2.2%
2015
 
1.9%
1823
 
1.7%
1762
 
1.6%
1550
 
1.4%
Other values (558) 81553
76.1%
Latin
ValueCountFrequency (%)
H 237
25.8%
e 153
16.6%
A 76
 
8.3%
P 49
 
5.3%
T 41
 
4.5%
S 36
 
3.9%
I 35
 
3.8%
F 31
 
3.4%
G 31
 
3.4%
C 30
 
3.3%
Other values (28) 200
21.8%
Common
ValueCountFrequency (%)
22489
65.1%
2 2666
 
7.7%
1 2160
 
6.3%
0 1841
 
5.3%
) 984
 
2.8%
( 983
 
2.8%
8 463
 
1.3%
4 432
 
1.3%
- 432
 
1.3%
6 402
 
1.2%
Other values (27) 1698
 
4.9%
Han
ValueCountFrequency (%)
5
55.6%
3
33.3%
1
 
11.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 107169
75.1%
ASCII 35289
 
24.7%
Punctuation 142
 
0.1%
None 36
 
< 0.1%
CJK 9
 
< 0.1%
Number Forms 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22489
63.7%
2 2666
 
7.6%
1 2160
 
6.1%
0 1841
 
5.2%
) 984
 
2.8%
( 983
 
2.8%
8 463
 
1.3%
4 432
 
1.2%
- 432
 
1.2%
6 402
 
1.1%
Other values (52) 2437
 
6.9%
Hangul
ValueCountFrequency (%)
4228
 
3.9%
3103
 
2.9%
3046
 
2.8%
2919
 
2.7%
2759
 
2.6%
2411
 
2.2%
2015
 
1.9%
1823
 
1.7%
1762
 
1.6%
1550
 
1.4%
Other values (558) 81553
76.1%
Punctuation
ValueCountFrequency (%)
48
33.8%
47
33.1%
35
24.6%
12
 
8.5%
None
ValueCountFrequency (%)
· 13
36.1%
8
22.2%
8
22.2%
2
 
5.6%
2
 
5.6%
2
 
5.6%
1
 
2.8%
CJK
ValueCountFrequency (%)
5
55.6%
3
33.3%
1
 
11.1%
Number Forms
ValueCountFrequency (%)
1
50.0%
1
50.0%

Missing values

2024-03-15T00:04:53.337201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T00:04:53.620698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

행사명행사시작일행사종료일행사내용
0농촌동농촌 지도자 운영위원회2013-01-022013-01-02농촌동농촌 지도자 운영위원회
12013년 새해농업인 실용교육 시범강의2013-01-032013-01-032013년 새해농업인 실용교육 시범강의
2옥산생활개선회 임원회의2013-01-042013-01-04옥산생활개선회 임원회의
3새해농업인실용교육2013-01-082013-01-08새해농업인실용교육
4새해농업인실용교육2013-01-092013-01-09새해농업인실용교육
5새해농업인실용교육2013-01-102013-01-10새해농업인실용교육
62013 농업인정보화연구회 연찬교육2013-01-102013-01-102013 농업인정보화연구회 연찬교육
7여성농업인 능력배양 동절기 순회교육2013-01-112013-01-11여성농업인 능력배양 동절기 순회교육
82013년도 농업기술보급시범사업 농가선정기준 심의회2013-01-112013-01-112013년도 농업기술보급시범사업 농가선정기준 심의회
92013년도 농업기술보급시범사업 농가선정기준 심의회2013-01-112013-01-112013년도 농업기술보급시범사업 농가선정기준 심의회
행사명행사시작일행사종료일행사내용
6934군산 수제맥주 양조기술 및 창업 전문인력 양성교육2023-08-072023-08-07군산 수제맥주 양조기술 및 창업 전문인력 양성교육
6935강소농 경영개선 실천 교육과정 21차 교육2023-08-072023-08-07강소농 경영개선 실천 교육과정 21차 교육
69362023년 전북특별자치도 농촌지도자 핵심리더 역량강화 교육2023-08-082023-08-092023년 전북특별자치도 농촌지도자 핵심리더 역량강화 교육
6937귀농·귀촌 기초반 9차 교육2023-08-092023-08-09귀농·귀촌 기초반 9차 교육
6938제16기 농업인대학 스마트팜 과정 13차 교육2023-08-082023-08-08제16기 농업인대학 스마트팜 과정 13차 교육
6939농업기술전문교육 『고추 재배기술 4차』2023-08-082023-08-08농업기술전문교육 『고추 재배기술 4차』
6940제16기 농업인대학 온라인마케팅 과정 20~21차 교육2023-08-102023-08-10제16기 농업인대학 온라인마케팅 과정 20~21차 교육
69412023년 원예농산물 전략작목(유럽계포도) 8차 컨설팅2023-08-092023-08-092023년 원예농산물 전략작목(유럽계포도) 8차 컨설팅
6942귀농·귀촌 기초반 10차 교육2023-08-162023-08-16귀농·귀촌 기초반 10차 교육
6943강소농 경영개선 실천 교육과정 22 ~ 23차 교육2023-08-142023-08-16강소농 경영개선 실천 교육과정 22 ~ 23차 교육

Duplicate rows

Most frequently occurring

행사명행사시작일행사종료일행사내용# duplicates
015년 녹색통곡물 사업평가회 개최2015-02-262015-02-2615년 녹색통곡물 사업평가회 개최2
118년 6차산업 사업설명 시군별 순회교육2018-02-212018-02-2118년 6차산업 사업설명 시군별 순회교육2
22013년도 농업기술보급시범사업 농가선정기준 심의회2013-01-112013-01-112013년도 농업기술보급시범사업 농가선정기준 심의회2
32015년 상반기 정부관리양곡 재고조사 실시2015-03-262015-03-262015년 상반기 정부관리양곡 재고조사 실시2
42017년 소득작목분야 시범사업 추진(설치 및 현지점검)2017-06-122017-06-122017년 소득작목분야 시범사업 추진(설치 및 현지점검)2
52018년 소득작목분야 사업평가회 개최2018-11-162018-11-162018년 소득작목분야 사업평가회 개최2
62020 새해농업인 실용교육2020-01-152020-01-152020 새해농업인 실용교육2
72021년 시설하우스 자가점검 과정 교육2021-08-052021-08-052021년 시설하우스 자가점검 과정 교육2
82022년 새해농업인 실용교육2022-02-142022-02-142022년 새해농업인 실용교육2
92022년 새해농업인 실용교육2022-02-152022-02-152022년 새해농업인 실용교육2