Overview

Dataset statistics

Number of variables6
Number of observations37
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory53.6 B

Variable types

Numeric2
Text2
Categorical2

Dataset

Description경상남도 함양군 농업작목반 현황으로 작목반명, 대표자, 주요생산품, 회원수, 데이터기준일자 등으로 구성되어 있으며, 업데이트 주기는 1년단위로 갱신되고 있음
Author경상남도 함양군
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15040410

Alerts

데이터기준일자 has constant value ""Constant
연번 is highly overall correlated with 주요생산품High correlation
주요생산품 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique
작목반명 has unique valuesUnique
대표자 has unique valuesUnique

Reproduction

Analysis started2023-12-10 22:46:45.171245
Analysis finished2023-12-10 22:46:45.893067
Duration0.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct37
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19
Minimum1
Maximum37
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size465.0 B
2023-12-11T07:46:45.959437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.8
Q110
median19
Q328
95-th percentile35.2
Maximum37
Range36
Interquartile range (IQR)18

Descriptive statistics

Standard deviation10.824355
Coefficient of variation (CV)0.56970291
Kurtosis-1.2
Mean19
Median Absolute Deviation (MAD)9
Skewness0
Sum703
Variance117.16667
MonotonicityStrictly increasing
2023-12-11T07:46:46.066707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
1 1
 
2.7%
29 1
 
2.7%
22 1
 
2.7%
23 1
 
2.7%
24 1
 
2.7%
25 1
 
2.7%
26 1
 
2.7%
27 1
 
2.7%
28 1
 
2.7%
30 1
 
2.7%
Other values (27) 27
73.0%
ValueCountFrequency (%)
1 1
2.7%
2 1
2.7%
3 1
2.7%
4 1
2.7%
5 1
2.7%
6 1
2.7%
7 1
2.7%
8 1
2.7%
9 1
2.7%
10 1
2.7%
ValueCountFrequency (%)
37 1
2.7%
36 1
2.7%
35 1
2.7%
34 1
2.7%
33 1
2.7%
32 1
2.7%
31 1
2.7%
30 1
2.7%
29 1
2.7%
28 1
2.7%

작목반명
Text

UNIQUE 

Distinct37
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size428.0 B
2023-12-11T07:46:46.270747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length7
Mean length7.5675676
Min length5

Characters and Unicode

Total characters280
Distinct characters52
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique37 ?
Unique (%)100.0%

Sample

1st row함양읍사과작목반
2nd row안의농협사과작목반
3rd row서하사과작목반
4th row서상고랭지사과작목반
5th row백전고랭지사과작목반
ValueCountFrequency (%)
작목반 2
 
4.9%
오미자 2
 
4.9%
함양읍사과작목반 1
 
2.4%
지곡양파작목반 1
 
2.4%
지곡딸기작목반 1
 
2.4%
수동시설채소작목반 1
 
2.4%
함양양파작목반 1
 
2.4%
휴천양파작목반 1
 
2.4%
유림양파작목반 1
 
2.4%
수동양파작목반 1
 
2.4%
Other values (29) 29
70.7%
2023-12-11T07:46:46.594351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
작 37
 
13.2%
목 37
 
13.2%
반 37
 
13.2%
양 12
 
4.3%
곶 11
 
3.9%
감 11
 
3.9%
파 8
 
2.9%
서 6
 
2.1%
지 6
 
2.1%
곡 6
 
2.1%
Other values (42) 109
38.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 276
98.6%
Space Separator 4
 
1.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
작 37
 
13.4%
목 37
 
13.4%
반 37
 
13.4%
양 12
 
4.3%
곶 11
 
4.0%
감 11
 
4.0%
파 8
 
2.9%
서 6
 
2.2%
지 6
 
2.2%
곡 6
 
2.2%
Other values (41) 105
38.0%
Space Separator
ValueCountFrequency (%)
4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 276
98.6%
Common 4
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
작 37
 
13.4%
목 37
 
13.4%
반 37
 
13.4%
양 12
 
4.3%
곶 11
 
4.0%
감 11
 
4.0%
파 8
 
2.9%
서 6
 
2.2%
지 6
 
2.2%
곡 6
 
2.2%
Other values (41) 105
38.0%
Common
ValueCountFrequency (%)
4
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 276
98.6%
ASCII 4
 
1.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
작 37
 
13.4%
목 37
 
13.4%
반 37
 
13.4%
양 12
 
4.3%
곶 11
 
4.0%
감 11
 
4.0%
파 8
 
2.9%
서 6
 
2.2%
지 6
 
2.2%
곡 6
 
2.2%
Other values (41) 105
38.0%
ASCII
ValueCountFrequency (%)
4
100.0%

대표자
Text

UNIQUE 

Distinct37
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size428.0 B
2023-12-11T07:46:46.799741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length3
Mean length2.972973
Min length2

Characters and Unicode

Total characters110
Distinct characters63
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique37 ?
Unique (%)100.0%

Sample

1st row박환진
2nd row조선행
3rd row전형무
4th row박창열
5th row이성규
ValueCountFrequency (%)
박환진 1
 
2.7%
박우민 1
 
2.7%
김종오 1
 
2.7%
권재정 1
 
2.7%
맹선수 1
 
2.7%
이동구 1
 
2.7%
모상철 1
 
2.7%
공석 1
 
2.7%
유성연 1
 
2.7%
박철우 1
 
2.7%
Other values (27) 27
73.0%
2023-12-11T07:46:47.410388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
박 6
 
5.5%
정 5
 
4.5%
동 4
 
3.6%
김 4
 
3.6%
규 3
 
2.7%
연 3
 
2.7%
영 3
 
2.7%
성 3
 
2.7%
이 3
 
2.7%
철 3
 
2.7%
Other values (53) 73
66.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 110
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
박 6
 
5.5%
정 5
 
4.5%
동 4
 
3.6%
김 4
 
3.6%
규 3
 
2.7%
연 3
 
2.7%
영 3
 
2.7%
성 3
 
2.7%
이 3
 
2.7%
철 3
 
2.7%
Other values (53) 73
66.4%

Most occurring scripts

ValueCountFrequency (%)
Hangul 110
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
박 6
 
5.5%
정 5
 
4.5%
동 4
 
3.6%
김 4
 
3.6%
규 3
 
2.7%
연 3
 
2.7%
영 3
 
2.7%
성 3
 
2.7%
이 3
 
2.7%
철 3
 
2.7%
Other values (53) 73
66.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 110
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
박 6
 
5.5%
정 5
 
4.5%
동 4
 
3.6%
김 4
 
3.6%
규 3
 
2.7%
연 3
 
2.7%
영 3
 
2.7%
성 3
 
2.7%
이 3
 
2.7%
철 3
 
2.7%
Other values (53) 73
66.4%

주요생산품
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)29.7%
Missing0
Missing (%)0.0%
Memory size428.0 B
곶감
11 
양파
8 
사과
5 
딸기묘
4 
열매딸기
2 
Other values (6)
7 

Length

Max length5
Median length2
Mean length2.3783784
Min length1

Unique

Unique5 ?
Unique (%)13.5%

Sample

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

Common Values

ValueCountFrequency (%)
곶감 11
29.7%
양파 8
21.6%
사과 5
13.5%
딸기묘 4
 
10.8%
열매딸기 2
 
5.4%
오미자 2
 
5.4%
복숭아 1
 
2.7%
배 1
 
2.7%
깻잎+상추 1
 
2.7%
가지 1
 
2.7%

Length

2023-12-11T07:46:47.750600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
곶감 11
29.7%
양파 8
21.6%
사과 5
13.5%
딸기묘 4
 
10.8%
열매딸기 2
 
5.4%
오미자 2
 
5.4%
복숭아 1
 
2.7%
배 1
 
2.7%
깻잎+상추 1
 
2.7%
가지 1
 
2.7%

회원수
Real number (ℝ)

Distinct32
Distinct (%)86.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.297297
Minimum3
Maximum173
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size465.0 B
2023-12-11T07:46:47.948495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile8.2
Q115
median30
Q367
95-th percentile118.2
Maximum173
Range170
Interquartile range (IQR)52

Descriptive statistics

Standard deviation40.186278
Coefficient of variation (CV)0.88716723
Kurtosis1.5165281
Mean45.297297
Median Absolute Deviation (MAD)19
Skewness1.3632139
Sum1676
Variance1614.9369
MonotonicityNot monotonic
2023-12-11T07:46:48.117555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
11 3
 
8.1%
70 2
 
5.4%
15 2
 
5.4%
20 2
 
5.4%
22 1
 
2.7%
27 1
 
2.7%
30 1
 
2.7%
25 1
 
2.7%
100 1
 
2.7%
32 1
 
2.7%
Other values (22) 22
59.5%
ValueCountFrequency (%)
3 1
 
2.7%
5 1
 
2.7%
9 1
 
2.7%
11 3
8.1%
12 1
 
2.7%
14 1
 
2.7%
15 2
5.4%
16 1
 
2.7%
20 2
5.4%
21 1
 
2.7%
ValueCountFrequency (%)
173 1
2.7%
119 1
2.7%
118 1
2.7%
111 1
2.7%
100 1
2.7%
97 1
2.7%
85 1
2.7%
70 2
5.4%
67 1
2.7%
64 1
2.7%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size428.0 B
2023-10-05
37 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-10-05
2nd row2023-10-05
3rd row2023-10-05
4th row2023-10-05
5th row2023-10-05

Common Values

ValueCountFrequency (%)
2023-10-05 37
100.0%

Length

2023-12-11T07:46:48.272327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:46:48.379416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-10-05 37
100.0%

Interactions

2023-12-11T07:46:45.563075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:46:45.380289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:46:45.647615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:46:45.485668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T07:46:48.457682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번작목반명대표자주요생산품회원수
연번1.0001.0001.0000.8630.570
작목반명1.0001.0001.0001.0001.000
대표자1.0001.0001.0001.0001.000
주요생산품0.8631.0001.0001.0000.000
회원수0.5701.0001.0000.0001.000
2023-12-11T07:46:48.573474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번회원수주요생산품
연번1.000-0.1210.552
회원수-0.1211.0000.000
주요생산품0.5520.0001.000

Missing values

2023-12-11T07:46:45.752068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T07:46:45.855472image/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

연번작목반명대표자주요생산품회원수데이터기준일자
01함양읍사과작목반박환진사과322023-10-05
12안의농협사과작목반조선행사과1112023-10-05
23서하사과작목반전형무사과672023-10-05
34서상고랭지사과작목반박창열사과382023-10-05
45백전고랭지사과작목반이성규사과112023-10-05
56복숭아작목반하춘식복숭아142023-10-05
67병곡배작목반이영태배412023-10-05
78함양곶감작목반박효기곶감422023-10-05
89마천곶감작목반차재권곶감1182023-10-05
910휴천곶감작목반손영일곶감642023-10-05
연번작목반명대표자주요생산품회원수데이터기준일자
2728수동양파작목반유성연양파702023-10-05
2829지곡양파작목반박철우양파702023-10-05
2930안의양파작목반정연수양파502023-10-05
3031백전양파작목반황원하양파202023-10-05
3132병곡양파작목반왕무성양파242023-10-05
3233시설채소작목반정종운깻잎+상추122023-10-05
3334가지작목반김영호가지162023-10-05
3435양배추작목반서동열양배추152023-10-05
3536용추 오미자 작목반김동규오미자212023-10-05
3637백전 오미자 작목반양경모오미자1192023-10-05