Overview

Dataset statistics

Number of variables5
Number of observations35
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory45.8 B

Variable types

Numeric2
Text2
Categorical1

Dataset

Description현재 전라남도 해남군에 위치한 가금류 농장 현황의 데이터입니다. 농장명, 축종, 사육두수, 주소에 대한 데이터를 제공합니다.
URLhttps://www.data.go.kr/data/15076869/fileData.do

Alerts

순번 is highly overall correlated with 사육두수 and 1 other fieldsHigh correlation
사육두수 is highly overall correlated with 순번High correlation
축종 is highly overall correlated with 순번High correlation
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 14:57:19.068714
Analysis finished2023-12-12 14:57:19.784210
Duration0.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct35
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18
Minimum1
Maximum35
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T23:57:19.847298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.7
Q19.5
median18
Q326.5
95-th percentile33.3
Maximum35
Range34
Interquartile range (IQR)17

Descriptive statistics

Standard deviation10.246951
Coefficient of variation (CV)0.56927504
Kurtosis-1.2
Mean18
Median Absolute Deviation (MAD)9
Skewness0
Sum630
Variance105
MonotonicityStrictly increasing
2023-12-12T23:57:19.982515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
1 1
 
2.9%
2 1
 
2.9%
21 1
 
2.9%
22 1
 
2.9%
23 1
 
2.9%
24 1
 
2.9%
25 1
 
2.9%
26 1
 
2.9%
27 1
 
2.9%
28 1
 
2.9%
Other values (25) 25
71.4%
ValueCountFrequency (%)
1 1
2.9%
2 1
2.9%
3 1
2.9%
4 1
2.9%
5 1
2.9%
6 1
2.9%
7 1
2.9%
8 1
2.9%
9 1
2.9%
10 1
2.9%
ValueCountFrequency (%)
35 1
2.9%
34 1
2.9%
33 1
2.9%
32 1
2.9%
31 1
2.9%
30 1
2.9%
29 1
2.9%
28 1
2.9%
27 1
2.9%
26 1
2.9%

농장명
Text

Distinct33
Distinct (%)94.3%
Missing0
Missing (%)0.0%
Memory size412.0 B
2023-12-12T23:57:20.226604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length10
Mean length5.4
Min length4

Characters and Unicode

Total characters189
Distinct characters68
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)88.6%

Sample

1st row산*농원
2nd row갈*리 닭 농장
3rd row예*향농원
4th row해*농장
5th row호*농원
ValueCountFrequency (%)
임*누엘농장 2
 
4.9%
무*개농장 2
 
4.9%
해*농장 2
 
4.9%
산*농원 1
 
2.4%
알*니양계 1
 
2.4%
반*농장 1
 
2.4%
이*농장 1
 
2.4%
김*용농장 1
 
2.4%
해*축산 1
 
2.4%
천*인농장 1
 
2.4%
Other values (28) 28
68.3%
2023-12-12T23:57:20.644812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
* 37
19.6%
농 29
15.3%
장 24
 
12.7%
6
 
3.2%
산 5
 
2.6%
해 4
 
2.1%
원 3
 
1.6%
축 3
 
1.6%
인 3
 
1.6%
계 3
 
1.6%
Other values (58) 72
38.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 142
75.1%
Other Punctuation 37
 
19.6%
Space Separator 6
 
3.2%
Other Symbol 1
 
0.5%
Open Punctuation 1
 
0.5%
Close Punctuation 1
 
0.5%
Decimal Number 1
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
농 29
20.4%
장 24
 
16.9%
산 5
 
3.5%
해 4
 
2.8%
원 3
 
2.1%
축 3
 
2.1%
인 3
 
2.1%
계 3
 
2.1%
법 2
 
1.4%
회 2
 
1.4%
Other values (52) 64
45.1%
Other Punctuation
ValueCountFrequency (%)
* 37
100.0%
Space Separator
ValueCountFrequency (%)
6
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Decimal Number
ValueCountFrequency (%)
2 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 143
75.7%
Common 46
 
24.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
농 29
20.3%
장 24
 
16.8%
산 5
 
3.5%
해 4
 
2.8%
원 3
 
2.1%
축 3
 
2.1%
인 3
 
2.1%
계 3
 
2.1%
법 2
 
1.4%
회 2
 
1.4%
Other values (53) 65
45.5%
Common
ValueCountFrequency (%)
* 37
80.4%
6
 
13.0%
( 1
 
2.2%
) 1
 
2.2%
2 1
 
2.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 142
75.1%
ASCII 46
 
24.3%
None 1
 
0.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
* 37
80.4%
6
 
13.0%
( 1
 
2.2%
) 1
 
2.2%
2 1
 
2.2%
Hangul
ValueCountFrequency (%)
농 29
20.4%
장 24
 
16.9%
산 5
 
3.5%
해 4
 
2.8%
원 3
 
2.1%
축 3
 
2.1%
인 3
 
2.1%
계 3
 
2.1%
법 2
 
1.4%
회 2
 
1.4%
Other values (52) 64
45.1%
None
ValueCountFrequency (%)
㈜ 1
100.0%

축종
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size412.0 B
육계
22 
오리
7 
산란계
3 
종계
 
2
종오리
 
1

Length

Max length3
Median length2
Mean length2.1142857
Min length2

Unique

Unique1 ?
Unique (%)2.9%

Sample

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

Common Values

ValueCountFrequency (%)
육계 22
62.9%
오리 7
 
20.0%
산란계 3
 
8.6%
종계 2
 
5.7%
종오리 1
 
2.9%

Length

2023-12-12T23:57:20.824671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:57:20.960825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
육계 22
62.9%
오리 7
 
20.0%
산란계 3
 
8.6%
종계 2
 
5.7%
종오리 1
 
2.9%

사육두수
Real number (ℝ)

HIGH CORRELATION 

Distinct29
Distinct (%)82.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean59148.571
Minimum500
Maximum206000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T23:57:21.100263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum500
5-th percentile1910
Q127000
median49500
Q380000
95-th percentile141000
Maximum206000
Range205500
Interquartile range (IQR)53000

Descriptive statistics

Standard deviation46884.799
Coefficient of variation (CV)0.79266155
Kurtosis1.6741596
Mean59148.571
Median Absolute Deviation (MAD)25500
Skewness1.2288487
Sum2070200
Variance2.1981843 × 109
MonotonicityNot monotonic
2023-12-12T23:57:21.231129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
60000 3
 
8.6%
42000 2
 
5.7%
15000 2
 
5.7%
28000 2
 
5.7%
45000 2
 
5.7%
62000 1
 
2.9%
29000 1
 
2.9%
2000 1
 
2.9%
1700 1
 
2.9%
155000 1
 
2.9%
Other values (19) 19
54.3%
ValueCountFrequency (%)
500 1
2.9%
1700 1
2.9%
2000 1
2.9%
8500 1
2.9%
15000 2
5.7%
19000 1
2.9%
23000 1
2.9%
26000 1
2.9%
28000 2
5.7%
29000 1
2.9%
ValueCountFrequency (%)
206000 1
2.9%
155000 1
2.9%
135000 1
2.9%
130000 1
2.9%
120000 1
2.9%
100000 1
2.9%
90000 1
2.9%
87000 1
2.9%
85000 1
2.9%
75000 1
2.9%

주소
Text

Distinct27
Distinct (%)77.1%
Missing0
Missing (%)0.0%
Memory size412.0 B
2023-12-12T23:57:21.423112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length16
Mean length16.057143
Min length16

Characters and Unicode

Total characters562
Distinct characters55
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

Unique21 ?
Unique (%)60.0%

Sample

1st row전라남도 해남군 문내면 용암리
2nd row전라남도 해남군 문내면 석교리
3rd row전라남도 해남군 문내면 석교리
4th row전라남도 해남군 옥천면 신죽리
5th row전라남도 해남군 마산면 상등리
ValueCountFrequency (%)
전라남도 35
25.0%
해남군 35
25.0%
황산면 7
 
5.0%
마산면 5
 
3.6%
문내면 5
 
3.6%
현산면 4
 
2.9%
송호리 3
 
2.1%
석교리 3
 
2.1%
송지면 3
 
2.1%
산이면 3
 
2.1%
Other values (31) 37
26.4%
2023-12-12T23:57:21.734895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
107
19.0%
남 72
12.8%
해 38
 
6.8%
리 36
 
6.4%
전 35
 
6.2%
도 35
 
6.2%
군 35
 
6.2%
라 35
 
6.2%
면 34
 
6.0%
산 22
 
3.9%
Other values (45) 113
20.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 455
81.0%
Space Separator 107
 
19.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 72
15.8%
해 38
 
8.4%
리 36
 
7.9%
전 35
 
7.7%
도 35
 
7.7%
군 35
 
7.7%
라 35
 
7.7%
면 34
 
7.5%
산 22
 
4.8%
호 10
 
2.2%
Other values (44) 103
22.6%
Space Separator
ValueCountFrequency (%)
107
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 455
81.0%
Common 107
 
19.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 72
15.8%
해 38
 
8.4%
리 36
 
7.9%
전 35
 
7.7%
도 35
 
7.7%
군 35
 
7.7%
라 35
 
7.7%
면 34
 
7.5%
산 22
 
4.8%
호 10
 
2.2%
Other values (44) 103
22.6%
Common
ValueCountFrequency (%)
107
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 455
81.0%
ASCII 107
 
19.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
107
100.0%
Hangul
ValueCountFrequency (%)
남 72
15.8%
해 38
 
8.4%
리 36
 
7.9%
전 35
 
7.7%
도 35
 
7.7%
군 35
 
7.7%
라 35
 
7.7%
면 34
 
7.5%
산 22
 
4.8%
호 10
 
2.2%
Other values (44) 103
22.6%

Interactions

2023-12-12T23:57:19.464255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:57:19.293394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:57:19.555173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:57:19.389629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T23:57:21.842379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번농장명축종사육두수주소
순번1.0000.8430.9460.5390.633
농장명0.8431.0000.8890.9390.820
축종0.9460.8891.0000.4000.861
사육두수0.5390.9390.4001.0000.000
주소0.6330.8200.8610.0001.000
2023-12-12T23:57:21.943047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번사육두수축종
순번1.000-0.5250.621
사육두수-0.5251.0000.133
축종0.6210.1331.000

Missing values

2023-12-12T23:57:19.645505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T23:57:19.742940image/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

순번농장명축종사육두수주소
01산*농원육계155000전라남도 해남군 문내면 용암리
12갈*리 닭 농장육계60000전라남도 해남군 문내면 석교리
23예*향농원육계49500전라남도 해남군 문내면 석교리
34해*농장육계60000전라남도 해남군 옥천면 신죽리
45호*농원육계60000전라남도 해남군 마산면 상등리
56형*농장육계55000전라남도 해남군 황산면 송호리
67계*농장육계45000전라남도 해남군 산이면 진산리
78거*농장육계87000전라남도 해남군 산이면 상공리
89두*리축산육계130000전라남도 해남군 황산면 송호리
910신*토종닭농장육계500전라남도 해남군 송지면 마봉리
순번농장명축종사육두수주소
2526찬*네 해피팜스산란계2000전라남도 해남군 마산면 외호리
2627알*니양계산란계1700전라남도 해남군 해남읍 복평리
2728임*누엘농장오리15000전라남도 해남군 현산면 덕흥리
2829천*인농장오리8500전라남도 해남군 옥천면 청신리
2930해*축산오리28000전라남도 해남군 황산면 남리리
3031해*농장오리35000전라남도 해남군 송지면 해원리
3132김*용농장오리23000전라남도 해남군 마산면 송석리
3233이*농장오리15000전라남도 해남군 북평면 동해리
3334반*농장오리19000전라남도 해남군 문내면 무고리
3435농*회사법인 ㈜*솔종오리26000전라남도 해남군 송지면 마봉리