Overview

Dataset statistics

Number of variables8
Number of observations70
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.6 KiB
Average record size in memory66.9 B

Variable types

Categorical5
DateTime2
Text1

Dataset

Description제주특별자치도에서 제공하는 주요 농작물 병해충 발생 및 방제와 관련한 데이터로 농작물명, 병해충유형, 방제약, 상세정보 등의 정보를 제공합니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15056329/fileData.do

Alerts

연도 has constant value ""Constant
데이터기준일자 has constant value ""Constant
분류 is highly overall correlated with 농작물명High correlation
농작물명 is highly overall correlated with 분류High correlation

Reproduction

Analysis started2024-05-04 07:46:37.550644
Analysis finished2024-05-04 07:46:38.967007
Duration1.42 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size692.0 B
2024
70 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2024
2nd row2024
3rd row2024
4th row2024
5th row2024

Common Values

ValueCountFrequency (%)
2024 70
100.0%

Length

2024-05-04T07:46:39.192662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T07:46:39.488108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2024 70
100.0%

호수
Categorical

Distinct4
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size692.0 B
2호
20 
3호
18 
4호
18 
1호
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1호
2nd row1호
3rd row1호
4th row1호
5th row1호

Common Values

ValueCountFrequency (%)
2호 20
28.6%
3호 18
25.7%
4호 18
25.7%
1호 14
20.0%

Length

2024-05-04T07:46:39.819877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T07:46:40.159055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2호 20
28.6%
3호 18
25.7%
4호 18
25.7%
1호 14
20.0%

발표일
Date

Distinct4
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size692.0 B
Minimum2024-02-19 00:00:00
Maximum2024-04-15 00:00:00
2024-05-04T07:46:40.412256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T07:46:40.735289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=4)

분류
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size692.0 B
채소
47 
감귤
13 
감귤·키위
5 
키위
 
3
밭작물
 
2

Length

Max length5
Median length2
Mean length2.2428571
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row감귤·키위
2nd row감귤·키위
3rd row감귤·키위
4th row감귤·키위
5th row감귤·키위

Common Values

ValueCountFrequency (%)
채소 47
67.1%
감귤 13
 
18.6%
감귤·키위 5
 
7.1%
키위 3
 
4.3%
밭작물 2
 
2.9%

Length

2024-05-04T07:46:41.337292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T07:46:41.863578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
채소 47
67.1%
감귤 13
 
18.6%
감귤·키위 5
 
7.1%
키위 3
 
4.3%
밭작물 2
 
2.9%

농작물명
Categorical

HIGH CORRELATION 

Distinct18
Distinct (%)25.7%
Missing0
Missing (%)0.0%
Memory size692.0 B
마늘
15 
토마토
9 
딸기
6 
초당옥수수
6 
키위
5 
Other values (13)
29 

Length

Max length10
Median length9
Mean length3.5428571
Min length2

Unique

Unique4 ?
Unique (%)5.7%

Sample

1st row하우스감귤
2nd row하우스감귤
3rd row만감류
4th row키위
5th row키위

Common Values

ValueCountFrequency (%)
마늘 15
21.4%
토마토 9
12.9%
딸기 6
 
8.6%
초당옥수수 6
 
8.6%
키위 5
 
7.1%
만감류 5
 
7.1%
양파·쪽파 4
 
5.7%
하우스감귤 3
 
4.3%
양파 3
 
4.3%
하우스감귤(만감류) 2
 
2.9%
Other values (8) 12
17.1%

Length

2024-05-04T07:46:42.362552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
마늘 15
21.1%
토마토 9
12.7%
딸기 6
 
8.5%
초당옥수수 6
 
8.5%
키위 5
 
7.0%
만감류 5
 
7.0%
양파·쪽파 4
 
5.6%
하우스감귤 3
 
4.2%
양파 3
 
4.2%
노지감귤 2
 
2.8%
Other values (9) 13
18.3%

병해충유형
Categorical

Distinct30
Distinct (%)42.9%
Missing0
Missing (%)0.0%
Memory size692.0 B
잿빛곰팡이병
11 
총채벌레
7 
귤응애
6 
노균병
5 
세균점무늬병
 
3
Other values (25)
38 

Length

Max length10
Median length7
Mean length4.6571429
Min length2

Unique

Unique15 ?
Unique (%)21.4%

Sample

1st row잿빛곰팡이병
2nd row귤응애
3rd row저장병
4th row경종적방제
5th row깍지벌레류

Common Values

ValueCountFrequency (%)
잿빛곰팡이병 11
15.7%
총채벌레 7
 
10.0%
귤응애 6
 
8.6%
노균병 5
 
7.1%
세균점무늬병 3
 
4.3%
조명나방 3
 
4.3%
잎집썩음병 3
 
4.3%
잎마름병 3
 
4.3%
담배가루이 2
 
2.9%
깍지벌레류 2
 
2.9%
Other values (20) 25
35.7%

Length

2024-05-04T07:46:43.346726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
잿빛곰팡이병 11
15.7%
총채벌레 7
 
10.0%
귤응애 6
 
8.6%
노균병 5
 
7.1%
세균점무늬병 3
 
4.3%
조명나방 3
 
4.3%
잎집썩음병 3
 
4.3%
잎마름병 3
 
4.3%
녹병 2
 
2.9%
무름병 2
 
2.9%
Other values (20) 25
35.7%

방제약
Text

Distinct65
Distinct (%)92.9%
Missing0
Missing (%)0.0%
Memory size692.0 B
2024-05-04T07:46:43.987516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length35
Mean length28.9
Min length16

Characters and Unicode

Total characters2023
Distinct characters238
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique60 ?
Unique (%)85.7%

Sample

1st row살림꾼(액수)·유닉스(입수)·카브리오(유)·후론사이드(수) 등
2nd row가네마이트(액수)·노블레스(액수)·아크라마이트(액수)·지존(액상) 등
3rd row머니업(수)·스포르곤(수)·해비치(입수) 등
4th row전정 후 상처부위에 톱신페스트 도포 처리
5th row기계유(유) 40~50배(수세가약한가지는마르는경우도있음)
ValueCountFrequency (%)
등 62
41.1%
장원(유)·델리게이트(입수)·세베로(유 2
 
1.3%
푸르겐(수)·베노밀(수)·오티바(액수 2
 
1.3%
메가폰(입수)·아무러(수)·용마루(수용)·일품(수 2
 
1.3%
푸르겐(유)·균파워(액수)·오티바(액수 2
 
1.3%
델란케이(수)·타미나(수 2
 
1.3%
꽃이 2
 
1.3%
20~30%정도피면기계유(유 1
 
0.7%
미토스(액수)·원티드(수)·차단(액수)·크린캡(액수 1
 
0.7%
금모리(액수)·명작(액수)·오티바(액수)·텔루스(액수 1
 
0.7%
Other values (74) 74
49.0%
2024-05-04T07:46:45.200700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
( 234
 
11.6%
) 234
 
11.6%
수 180
 
8.9%
· 163
 
8.1%
액 103
 
5.1%
82
 
4.1%
등 63
 
3.1%
스 45
 
2.2%
유 40
 
2.0%
이 38
 
1.9%
Other values (228) 841
41.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1278
63.2%
Open Punctuation 234
 
11.6%
Close Punctuation 234
 
11.6%
Other Punctuation 165
 
8.2%
Space Separator 82
 
4.1%
Decimal Number 25
 
1.2%
Math Symbol 5
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
수 180
 
14.1%
액 103
 
8.1%
등 63
 
4.9%
스 45
 
3.5%
유 40
 
3.1%
이 38
 
3.0%
입 35
 
2.7%
트 31
 
2.4%
리 24
 
1.9%
마 22
 
1.7%
Other values (214) 697
54.5%
Decimal Number
ValueCountFrequency (%)
0 12
48.0%
5 3
 
12.0%
3 2
 
8.0%
2 2
 
8.0%
4 2
 
8.0%
8 2
 
8.0%
1 2
 
8.0%
Other Punctuation
ValueCountFrequency (%)
· 163
98.8%
% 2
 
1.2%
Math Symbol
ValueCountFrequency (%)
~ 4
80.0%
∼ 1
 
20.0%
Open Punctuation
ValueCountFrequency (%)
( 234
100.0%
Close Punctuation
ValueCountFrequency (%)
) 234
100.0%
Space Separator
ValueCountFrequency (%)
82
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1278
63.2%
Common 745
36.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
수 180
 
14.1%
액 103
 
8.1%
등 63
 
4.9%
스 45
 
3.5%
유 40
 
3.1%
이 38
 
3.0%
입 35
 
2.7%
트 31
 
2.4%
리 24
 
1.9%
마 22
 
1.7%
Other values (214) 697
54.5%
Common
ValueCountFrequency (%)
( 234
31.4%
) 234
31.4%
· 163
21.9%
82
 
11.0%
0 12
 
1.6%
~ 4
 
0.5%
5 3
 
0.4%
3 2
 
0.3%
% 2
 
0.3%
2 2
 
0.3%
Other values (4) 7
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1278
63.2%
ASCII 581
28.7%
None 163
 
8.1%
Math Operators 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
( 234
40.3%
) 234
40.3%
82
 
14.1%
0 12
 
2.1%
~ 4
 
0.7%
5 3
 
0.5%
3 2
 
0.3%
% 2
 
0.3%
2 2
 
0.3%
4 2
 
0.3%
Other values (2) 4
 
0.7%
Hangul
ValueCountFrequency (%)
수 180
 
14.1%
액 103
 
8.1%
등 63
 
4.9%
스 45
 
3.5%
유 40
 
3.1%
이 38
 
3.0%
입 35
 
2.7%
트 31
 
2.4%
리 24
 
1.9%
마 22
 
1.7%
Other values (214) 697
54.5%
None
ValueCountFrequency (%)
· 163
100.0%
Math Operators
ValueCountFrequency (%)
∼ 1
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size692.0 B
Minimum2024-04-15 00:00:00
Maximum2024-04-15 00:00:00
2024-05-04T07:46:45.564631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T07:46:45.875699image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2024-05-04T07:46:46.097427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
호수발표일분류농작물명병해충유형방제약
호수1.0001.0000.4250.5510.0000.000
발표일1.0001.0000.4250.5510.0000.000
분류0.4250.4251.0000.8550.8700.800
농작물명0.5510.5510.8551.0000.8271.000
병해충유형0.0000.0000.8700.8271.0000.991
방제약0.0000.0000.8001.0000.9911.000
2024-05-04T07:46:46.460810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
분류호수농작물명병해충유형
분류1.0000.3550.5810.452
호수0.3551.0000.2900.000
농작물명0.5810.2901.0000.320
병해충유형0.4520.0000.3201.000
2024-05-04T07:46:46.812423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
호수분류농작물명병해충유형
호수1.0000.3550.2900.000
분류0.3551.0000.5810.452
농작물명0.2900.5811.0000.320
병해충유형0.0000.4520.3201.000

Missing values

2024-05-04T07:46:38.459755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-04T07:46:38.874606image/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

연도호수발표일분류농작물명병해충유형방제약데이터기준일자
020241호2024-02-19감귤·키위하우스감귤잿빛곰팡이병살림꾼(액수)·유닉스(입수)·카브리오(유)·후론사이드(수) 등2024-04-15
120241호2024-02-19감귤·키위하우스감귤귤응애가네마이트(액수)·노블레스(액수)·아크라마이트(액수)·지존(액상) 등2024-04-15
220241호2024-02-19감귤·키위만감류저장병머니업(수)·스포르곤(수)·해비치(입수) 등2024-04-15
320241호2024-02-19감귤·키위키위경종적방제전정 후 상처부위에 톱신페스트 도포 처리2024-04-15
420241호2024-02-19감귤·키위키위깍지벌레류기계유(유) 40~50배(수세가약한가지는마르는경우도있음)2024-04-15
520241호2024-02-19채소마늘세균점무늬병델란케이(수)·타미나(수) 등2024-04-15
620241호2024-02-19채소마늘흑색썩음균핵병벨리스플러스(입수)·살림꾼(액수)·카스텔란(수) 등2024-04-15
720241호2024-02-19채소마늘잎집썩음병메가폰(입수)·아무러(수)·용마루(수용)·일품(수) 등2024-04-15
820241호2024-02-19채소양파·쪽파노균병명작(액수)·오티바(액수)·젬프로(액수)·텔루스(액수) 등2024-04-15
920241호2024-02-19채소양파·쪽파잿빛곰팡이병금모리(액수)·미토스(액수)·차단(액수)·크린캡(유제)2024-04-15
연도호수발표일분류농작물명병해충유형방제약데이터기준일자
6020244호2024-04-15채소마늘잎집썩음병방범대(수)·아무러(수)·용마루(수용) 등2024-04-15
6120244호2024-04-15채소마늘녹병살림꾼(수)·스트로비(액수)·프린트(액수) 등2024-04-15
6220244호2024-04-15채소양파·쪽파노균병명작(액수)·퀸텍(액수)·텔루스(액수)·포룸(수) 등2024-04-15
6320244호2024-04-15채소양파·쪽파잿빛곰팡이병미토스(액수)·차단(액수)·크린캡(유)·펜피라(입수) 등2024-04-15
6420244호2024-04-15채소토마토담배가루이(나방류)모벤토(액수)·엑설트(액수)·에이팜(유)·토리치(분액)·캡틴(유) 등2024-04-15
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