Overview

Dataset statistics

Number of variables4
Number of observations328
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.7 KiB
Average record size in memory33.4 B

Variable types

Text2
Categorical1
Numeric1

Dataset

Description전라남도 완도군 축산업 현황(사업장명칭, 주사육업종, 사업장 소재지, 사육마릿수)을 2023. 7. 17. 기준으로 데이터를 제공합니다.
URLhttps://www.data.go.kr/data/15116733/fileData.do

Alerts

주사육업종 is highly imbalanced (74.4%)Imbalance
사육두수 has 26 (7.9%) zerosZeros

Reproduction

Analysis started2023-12-12 07:52:13.060428
Analysis finished2023-12-12 07:52:13.600670
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

사업장명칭
Text

Distinct318
Distinct (%)97.0%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
2023-12-12T16:52:13.851330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length4
Mean length4.6371951
Min length3

Characters and Unicode

Total characters1521
Distinct characters225
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique309 ?
Unique (%)94.2%

Sample

1st row솔개농장
2nd row청해농장
3rd row김용주농장
4th row백두목장
5th row화흥농장
ValueCountFrequency (%)
축사 10
 
2.8%
농장 6
 
1.7%
청해농장 3
 
0.8%
영일축산 2
 
0.6%
한우농장 2
 
0.6%
축산 2
 
0.6%
백두목장 2
 
0.6%
빅토리농장 2
 
0.6%
우정축산 2
 
0.6%
한우축산 2
 
0.6%
Other values (315) 320
90.7%
2023-12-12T16:52:14.304819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
축 186
 
12.2%
장 131
 
8.6%
농 121
 
8.0%
사 114
 
7.5%
산 90
 
5.9%
25
 
1.6%
우 24
 
1.6%
소 19
 
1.2%
대 17
 
1.1%
정 17
 
1.1%
Other values (215) 777
51.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1489
97.9%
Space Separator 25
 
1.6%
Decimal Number 5
 
0.3%
Close Punctuation 1
 
0.1%
Open Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
축 186
 
12.5%
장 131
 
8.8%
농 121
 
8.1%
사 114
 
7.7%
산 90
 
6.0%
우 24
 
1.6%
소 19
 
1.3%
대 17
 
1.1%
정 17
 
1.1%
영 17
 
1.1%
Other values (208) 753
50.6%
Decimal Number
ValueCountFrequency (%)
2 2
40.0%
3 1
20.0%
5 1
20.0%
1 1
20.0%
Space Separator
ValueCountFrequency (%)
25
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1489
97.9%
Common 32
 
2.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
축 186
 
12.5%
장 131
 
8.8%
농 121
 
8.1%
사 114
 
7.7%
산 90
 
6.0%
우 24
 
1.6%
소 19
 
1.3%
대 17
 
1.1%
정 17
 
1.1%
영 17
 
1.1%
Other values (208) 753
50.6%
Common
ValueCountFrequency (%)
25
78.1%
2 2
 
6.2%
) 1
 
3.1%
( 1
 
3.1%
3 1
 
3.1%
5 1
 
3.1%
1 1
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1489
97.9%
ASCII 32
 
2.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
축 186
 
12.5%
장 131
 
8.8%
농 121
 
8.1%
사 114
 
7.7%
산 90
 
6.0%
우 24
 
1.6%
소 19
 
1.3%
대 17
 
1.1%
정 17
 
1.1%
영 17
 
1.1%
Other values (208) 753
50.6%
ASCII
ValueCountFrequency (%)
25
78.1%
2 2
 
6.2%
) 1
 
3.1%
( 1
 
3.1%
3 1
 
3.1%
5 1
 
3.1%
1 1
 
3.1%

주사육업종
Categorical

IMBALANCE 

Distinct6
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
한우
293 
염소
 
20
돼지
 
9
산양
 
4
종계/산란계
 
1

Length

Max length6
Median length2
Mean length2.0121951
Min length2

Unique

Unique2 ?
Unique (%)0.6%

Sample

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

Common Values

ValueCountFrequency (%)
한우 293
89.3%
염소 20
 
6.1%
돼지 9
 
2.7%
산양 4
 
1.2%
종계/산란계 1
 
0.3%
사슴 1
 
0.3%

Length

2023-12-12T16:52:14.475906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:52:14.885666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한우 293
89.3%
염소 20
 
6.1%
돼지 9
 
2.7%
산양 4
 
1.2%
종계/산란계 1
 
0.3%
사슴 1
 
0.3%

사업장소재지(지번)
Text

Distinct51
Distinct (%)15.5%
Missing0
Missing (%)0.0%
Memory size2.7 KiB
2023-12-12T16:52:15.062569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length16
Mean length16.003049
Min length16

Characters and Unicode

Total characters5249
Distinct characters72
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

Unique13 ?
Unique (%)4.0%

Sample

1st row전라남도 완도군 완도읍 대야리
2nd row전라남도 완도군 완도읍 대야리
3rd row전라남도 완도군 완도읍 대야리
4th row전라남도 완도군 완도읍 군내리
5th row전라남도 완도군 완도읍 화흥리
ValueCountFrequency (%)
전라남도 328
25.0%
완도군 328
25.0%
고금면 128
 
9.8%
완도읍 63
 
4.8%
약산면 55
 
4.2%
신지면 36
 
2.7%
덕암리 22
 
1.7%
농상리 22
 
1.7%
화흥리 22
 
1.7%
청용리 20
 
1.5%
Other values (52) 288
22.0%
2023-12-12T16:52:15.389937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
990
18.9%
도 747
14.2%
완 391
 
7.4%
군 348
 
6.6%
남 344
 
6.6%
전 328
 
6.2%
리 328
 
6.2%
라 328
 
6.2%
면 251
 
4.8%
금 143
 
2.7%
Other values (62) 1051
20.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4259
81.1%
Space Separator 990
 
18.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 747
17.5%
완 391
9.2%
군 348
 
8.2%
남 344
 
8.1%
전 328
 
7.7%
리 328
 
7.7%
라 328
 
7.7%
면 251
 
5.9%
금 143
 
3.4%
고 131
 
3.1%
Other values (61) 920
21.6%
Space Separator
ValueCountFrequency (%)
990
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4259
81.1%
Common 990
 
18.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 747
17.5%
완 391
9.2%
군 348
 
8.2%
남 344
 
8.1%
전 328
 
7.7%
리 328
 
7.7%
라 328
 
7.7%
면 251
 
5.9%
금 143
 
3.4%
고 131
 
3.1%
Other values (61) 920
21.6%
Common
ValueCountFrequency (%)
990
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4259
81.1%
ASCII 990
 
18.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
990
100.0%
Hangul
ValueCountFrequency (%)
도 747
17.5%
완 391
9.2%
군 348
 
8.2%
남 344
 
8.1%
전 328
 
7.7%
리 328
 
7.7%
라 328
 
7.7%
면 251
 
5.9%
금 143
 
3.4%
고 131
 
3.1%
Other values (61) 920
21.6%

사육두수
Real number (ℝ)

ZEROS 

Distinct88
Distinct (%)26.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.536585
Minimum0
Maximum750
Zeros26
Zeros (%)7.9%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2023-12-12T16:52:15.543080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q110
median22
Q350
95-th percentile150
Maximum750
Range750
Interquartile range (IQR)40

Descriptive statistics

Standard deviation78.717269
Coefficient of variation (CV)1.7286599
Kurtosis37.585571
Mean45.536585
Median Absolute Deviation (MAD)16
Skewness5.3502531
Sum14936
Variance6196.4084
MonotonicityNot monotonic
2023-12-12T16:52:15.734643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 26
 
7.9%
20 20
 
6.1%
30 17
 
5.2%
40 11
 
3.4%
15 10
 
3.0%
12 9
 
2.7%
2 9
 
2.7%
11 8
 
2.4%
7 7
 
2.1%
100 7
 
2.1%
Other values (78) 204
62.2%
ValueCountFrequency (%)
0 26
7.9%
1 6
 
1.8%
2 9
 
2.7%
3 3
 
0.9%
4 6
 
1.8%
5 5
 
1.5%
6 6
 
1.8%
7 7
 
2.1%
8 6
 
1.8%
9 4
 
1.2%
ValueCountFrequency (%)
750 1
 
0.3%
650 1
 
0.3%
600 1
 
0.3%
350 1
 
0.3%
304 1
 
0.3%
300 1
 
0.3%
280 1
 
0.3%
250 1
 
0.3%
203 1
 
0.3%
200 3
0.9%

Interactions

2023-12-12T16:52:13.315205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T16:52:15.871018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주사육업종사업장소재지(지번)사육두수
주사육업종1.0000.5700.618
사업장소재지(지번)0.5701.0000.000
사육두수0.6180.0001.000
2023-12-12T16:52:15.980619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사육두수주사육업종
사육두수1.0000.402
주사육업종0.4021.000

Missing values

2023-12-12T16:52:13.462496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T16:52:13.560673image/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

사업장명칭주사육업종사업장소재지(지번)사육두수
0솔개농장한우전라남도 완도군 완도읍 대야리88
1청해농장한우전라남도 완도군 완도읍 대야리55
2김용주농장한우전라남도 완도군 완도읍 대야리20
3백두목장한우전라남도 완도군 완도읍 군내리73
4화흥농장한우전라남도 완도군 완도읍 화흥리40
5박남월축사한우전라남도 완도군 완도읍 가용리40
6하늘농장한우전라남도 완도군 완도읍 대신리73
7도암농장한우전라남도 완도군 완도읍 중도리50
8화개농장한우전라남도 완도군 완도읍 화흥리80
9황기천축사한우전라남도 완도군 완도읍 중도리143
사업장명칭주사육업종사업장소재지(지번)사육두수
318챔피언농장한우전라남도 완도군 고금면 덕암리0
319철민농장한우전라남도 완도군 금당면 육산리0
320도도한우한우전라남도 완도군 고금면 회룡리0
321연우농장한우전라남도 완도군 고금면 덕암리0
322유선축산한우전라남도 완도군 고금면 농상리0
323빅토리농장 2호한우전라남도 완도군 고금면 덕암리0
324기량축산한우전라남도 완도군 신지면 신상리84
325고산목장염소전라남도 완도군 약산면 해동리0
326약산흑염소영농조합 임효상산양전라남도 완도군 약산면 관산리0
327봉명축사한우전라남도 완도군 고금면 봉명리0