Overview

Dataset statistics

Number of variables7
Number of observations55
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.2 KiB
Average record size in memory59.4 B

Variable types

Numeric1
Categorical4
Text1
DateTime1

Dataset

Description충청남도 청양군에 소재하는 가금류 축산농장현황에 관한 데이터로 주사육업종, 사업장소재지, 운영상태에 관한 데이터 입니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=397&beforeMenuCd=DOM_000000201001001000&publicdatapk=15030001

Alerts

신고일 has constant value ""Constant
상태 is highly overall correlated with 운영상태High correlation
운영상태 is highly overall correlated with 상태High correlation
주사육업종 is highly imbalanced (77.5%)Imbalance
상태 is highly imbalanced (69.5%)Imbalance
업종 is highly imbalanced (69.5%)Imbalance
운영상태 is highly imbalanced (69.5%)Imbalance
연번 has unique valuesUnique
주소 has unique valuesUnique

Reproduction

Analysis started2024-01-09 23:00:12.743686
Analysis finished2024-01-09 23:00:13.279447
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28
Minimum1
Maximum55
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-01-10T08:00:13.347185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.7
Q114.5
median28
Q341.5
95-th percentile52.3
Maximum55
Range54
Interquartile range (IQR)27

Descriptive statistics

Standard deviation16.02082
Coefficient of variation (CV)0.57217214
Kurtosis-1.2
Mean28
Median Absolute Deviation (MAD)14
Skewness0
Sum1540
Variance256.66667
MonotonicityStrictly increasing
2024-01-10T08:00:13.469278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.8%
2 1
 
1.8%
31 1
 
1.8%
32 1
 
1.8%
33 1
 
1.8%
34 1
 
1.8%
35 1
 
1.8%
36 1
 
1.8%
37 1
 
1.8%
38 1
 
1.8%
Other values (45) 45
81.8%
ValueCountFrequency (%)
1 1
1.8%
2 1
1.8%
3 1
1.8%
4 1
1.8%
5 1
1.8%
6 1
1.8%
7 1
1.8%
8 1
1.8%
9 1
1.8%
10 1
1.8%
ValueCountFrequency (%)
55 1
1.8%
54 1
1.8%
53 1
1.8%
52 1
1.8%
51 1
1.8%
50 1
1.8%
49 1
1.8%
48 1
1.8%
47 1
1.8%
46 1
1.8%

주사육업종
Categorical

IMBALANCE 

Distinct2
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size572.0 B
육계
53 
오리
 
2

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row육계
2nd row육계
3rd row오리
4th row육계
5th row육계

Common Values

ValueCountFrequency (%)
육계 53
96.4%
오리 2
 
3.6%

Length

2024-01-10T08:00:13.583087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T08:00:13.663615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
육계 53
96.4%
오리 2
 
3.6%

주소
Text

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2024-01-10T08:00:13.888567image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21
Mean length20.727273
Min length18

Characters and Unicode

Total characters1140
Distinct characters80
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique55 ?
Unique (%)100.0%

Sample

1st row충청남도 청양군 목면 신흥리 526
2nd row충청남도 청양군 남양면 금정리 602
3rd row충청남도 청양군 청남면 왕진리 221-1
4th row충청남도 청양군 비봉면 양사리 163-2
5th row충청남도 청양군 화성면 산정리 266
ValueCountFrequency (%)
충청남도 55
20.0%
청양군 55
20.0%
화성면 10
 
3.6%
청남면 9
 
3.3%
장평면 8
 
2.9%
남양면 7
 
2.5%
목면 4
 
1.5%
대치면 4
 
1.5%
정산면 4
 
1.5%
왕진리 4
 
1.5%
Other values (96) 115
41.8%
2024-01-10T08:00:14.267924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
220
19.3%
청 122
 
10.7%
남 72
 
6.3%
양 67
 
5.9%
충 55
 
4.8%
리 55
 
4.8%
도 55
 
4.8%
군 55
 
4.8%
면 53
 
4.6%
1 37
 
3.2%
Other values (70) 349
30.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 712
62.5%
Space Separator 220
 
19.3%
Decimal Number 181
 
15.9%
Dash Punctuation 27
 
2.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
청 122
17.1%
남 72
10.1%
양 67
9.4%
충 55
 
7.7%
리 55
 
7.7%
도 55
 
7.7%
군 55
 
7.7%
면 53
 
7.4%
화 14
 
2.0%
산 11
 
1.5%
Other values (58) 153
21.5%
Decimal Number
ValueCountFrequency (%)
1 37
20.4%
4 25
13.8%
2 24
13.3%
6 23
12.7%
5 15
8.3%
3 15
8.3%
9 12
 
6.6%
0 11
 
6.1%
7 10
 
5.5%
8 9
 
5.0%
Space Separator
ValueCountFrequency (%)
220
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 27
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 712
62.5%
Common 428
37.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
청 122
17.1%
남 72
10.1%
양 67
9.4%
충 55
 
7.7%
리 55
 
7.7%
도 55
 
7.7%
군 55
 
7.7%
면 53
 
7.4%
화 14
 
2.0%
산 11
 
1.5%
Other values (58) 153
21.5%
Common
ValueCountFrequency (%)
220
51.4%
1 37
 
8.6%
- 27
 
6.3%
4 25
 
5.8%
2 24
 
5.6%
6 23
 
5.4%
5 15
 
3.5%
3 15
 
3.5%
9 12
 
2.8%
0 11
 
2.6%
Other values (2) 19
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 712
62.5%
ASCII 428
37.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
220
51.4%
1 37
 
8.6%
- 27
 
6.3%
4 25
 
5.8%
2 24
 
5.6%
6 23
 
5.4%
5 15
 
3.5%
3 15
 
3.5%
9 12
 
2.8%
0 11
 
2.6%
Other values (2) 19
 
4.4%
Hangul
ValueCountFrequency (%)
청 122
17.1%
남 72
10.1%
양 67
9.4%
충 55
 
7.7%
리 55
 
7.7%
도 55
 
7.7%
군 55
 
7.7%
면 53
 
7.4%
화 14
 
2.0%
산 11
 
1.5%
Other values (58) 153
21.5%

신고일
Date

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
Minimum2022-07-18 00:00:00
Maximum2022-07-18 00:00:00
2024-01-10T08:00:14.382428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T08:00:14.462629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

상태
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size572.0 B
운영중
52 
폐업
 
3

Length

Max length3
Median length3
Mean length2.9454545
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
운영중 52
94.5%
폐업 3
 
5.5%

Length

2024-01-10T08:00:14.568747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T08:00:14.666819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
운영중 52
94.5%
폐업 3
 
5.5%

업종
Categorical

IMBALANCE 

Distinct2
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size572.0 B
사육업
52 
종축업
 
3

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row사육업
2nd row종축업
3rd row사육업
4th row사육업
5th row사육업

Common Values

ValueCountFrequency (%)
사육업 52
94.5%
종축업 3
 
5.5%

Length

2024-01-10T08:00:14.754863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T08:00:14.840022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사육업 52
94.5%
종축업 3
 
5.5%

운영상태
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size572.0 B
정상
52 
폐업
 
3

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정상 52
94.5%
폐업 3
 
5.5%

Length

2024-01-10T08:00:15.180365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T08:00:15.264652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상 52
94.5%
폐업 3
 
5.5%

Interactions

2024-01-10T08:00:13.037964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T08:00:15.325798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번주사육업종주소상태업종운영상태
연번1.0000.0001.0000.4910.0000.491
주사육업종0.0001.0001.0000.0000.0000.000
주소1.0001.0001.0001.0001.0001.000
상태0.4910.0001.0001.0000.0000.960
업종0.0000.0001.0000.0001.0000.000
운영상태0.4910.0001.0000.9600.0001.000
2024-01-10T08:00:15.423872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상태운영상태업종주사육업종
상태1.0000.8200.0000.000
운영상태0.8201.0000.0000.000
업종0.0000.0001.0000.000
주사육업종0.0000.0000.0001.000
2024-01-10T08:00:15.516238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번주사육업종상태업종운영상태
연번1.0000.0000.3610.0000.361
주사육업종0.0001.0000.0000.0000.000
상태0.3610.0001.0000.0000.820
업종0.0000.0000.0001.0000.000
운영상태0.3610.0000.8200.0001.000

Missing values

2024-01-10T08:00:13.136076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T08:00:13.235590image/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

연번주사육업종주소신고일상태업종운영상태
01육계충청남도 청양군 목면 신흥리 5262022-07-18운영중사육업정상
12육계충청남도 청양군 남양면 금정리 6022022-07-18운영중종축업정상
23오리충청남도 청양군 청남면 왕진리 221-12022-07-18운영중사육업정상
34육계충청남도 청양군 비봉면 양사리 163-22022-07-18운영중사육업정상
45육계충청남도 청양군 화성면 산정리 2662022-07-18운영중사육업정상
56육계충청남도 청양군 장평면 락지리 42022-07-18운영중사육업정상
67육계충청남도 청양군 남양면 용마리 286-12022-07-18운영중사육업정상
78육계충청남도 청양군 남양면 용두리 467-12022-07-18폐업사육업폐업
89육계충청남도 청양군 정산면 백곡리 5622022-07-18운영중사육업정상
910육계충청남도 청양군 청양읍 장승리 3732022-07-18폐업사육업폐업
연번주사육업종주소신고일상태업종운영상태
4546육계충청남도 청양군 운곡면 위라리 1922022-07-18운영중사육업정상
4647육계충청남도 청양군 청남면 왕진리 204-12022-07-18운영중사육업정상
4748육계충청남도 청양군 목면 신흥리 5632022-07-18운영중종축업정상
4849육계충청남도 청양군 대치면 시전리 7112022-07-18운영중사육업정상
4950육계충청남도 청양군 화성면 장계리 1182022-07-18운영중사육업정상
5051육계충청남도 청양군 화성면 매산리 103-52022-07-18운영중사육업정상
5152육계충청남도 청양군 화성면 구재리 902022-07-18운영중사육업정상
5253육계충청남도 청양군 화성면 화강리 480-22022-07-18운영중사육업정상
5354육계충청남도 청양군 청남면 청소리 49-22022-07-18운영중사육업정상
5455육계충청남도 청양군 청남면 왕진리 247-12022-07-18운영중사육업정상