Overview

Dataset statistics

Number of variables8
Number of observations1118
Missing cells1
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory72.2 KiB
Average record size in memory66.1 B

Variable types

Numeric2
Categorical3
Text2
DateTime1

Dataset

Description이 데이터는 2023년 7월 27일 기준으로 전라북도 남원시 축산 및 가금류 농장 현황에 대한 데이터로 농장명, 축종, 사육수, 주소지, 행정동명 등의 자료를 제공합니다.
URLhttps://www.data.go.kr/data/15034254/fileData.do

Alerts

지자체명 has constant value ""Constant
기준일자 has constant value ""Constant
연번 is highly overall correlated with 행정동명High correlation
행정동명 is highly overall correlated with 연번High correlation
축종 is highly imbalanced (54.2%)Imbalance
연번 has unique valuesUnique
사육수 has 71 (6.4%) zerosZeros

Reproduction

Analysis started2023-12-11 22:52:00.093406
Analysis finished2023-12-11 22:52:01.178840
Duration1.09 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1118
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean559.5
Minimum1
Maximum1118
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2023-12-12T07:52:01.261835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile56.85
Q1280.25
median559.5
Q3838.75
95-th percentile1062.15
Maximum1118
Range1117
Interquartile range (IQR)558.5

Descriptive statistics

Standard deviation322.88311
Coefficient of variation (CV)0.57709224
Kurtosis-1.2
Mean559.5
Median Absolute Deviation (MAD)279.5
Skewness0
Sum625521
Variance104253.5
MonotonicityStrictly increasing
2023-12-12T07:52:01.495579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
745 1
 
0.1%
751 1
 
0.1%
750 1
 
0.1%
749 1
 
0.1%
748 1
 
0.1%
747 1
 
0.1%
746 1
 
0.1%
744 1
 
0.1%
736 1
 
0.1%
Other values (1108) 1108
99.1%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1118 1
0.1%
1117 1
0.1%
1116 1
0.1%
1115 1
0.1%
1114 1
0.1%
1113 1
0.1%
1112 1
0.1%
1111 1
0.1%
1110 1
0.1%
1109 1
0.1%

지자체명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.9 KiB
남원시
1118 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
남원시 1118
100.0%

Length

2023-12-12T07:52:01.691016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T07:52:01.832233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남원시 1118
100.0%

농장명
Text

Distinct951
Distinct (%)85.1%
Missing1
Missing (%)0.1%
Memory size8.9 KiB
2023-12-12T07:52:02.156263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length4
Mean length4.4897046
Min length2

Characters and Unicode

Total characters5015
Distinct characters353
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique845 ?
Unique (%)75.6%

Sample

1st row다산육종
2nd row운봉
3rd row주안농장
4th row광(光)농장
5th row소석농장
ValueCountFrequency (%)
농장 9
 
0.8%
우리농장 8
 
0.7%
형제농장 7
 
0.6%
대성농장 7
 
0.6%
초원농장 6
 
0.5%
한우농장 6
 
0.5%
수지농장 5
 
0.4%
부자농장 5
 
0.4%
늘푸른농장 5
 
0.4%
지리산농장 5
 
0.4%
Other values (951) 1087
94.5%
2023-12-12T07:52:02.658079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
장 1037
20.7%
농 974
 
19.4%
산 91
 
1.8%
목 71
 
1.4%
성 66
 
1.3%
우 65
 
1.3%
원 64
 
1.3%
2 60
 
1.2%
리 57
 
1.1%
한 54
 
1.1%
Other values (343) 2476
49.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4817
96.1%
Decimal Number 80
 
1.6%
Space Separator 33
 
0.7%
Open Punctuation 29
 
0.6%
Close Punctuation 29
 
0.6%
Uppercase Letter 19
 
0.4%
Lowercase Letter 6
 
0.1%
Dash Punctuation 1
 
< 0.1%
Letter Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 1037
21.5%
농 974
20.2%
산 91
 
1.9%
목 71
 
1.5%
성 66
 
1.4%
우 65
 
1.3%
원 64
 
1.3%
리 57
 
1.2%
한 54
 
1.1%
동 50
 
1.0%
Other values (324) 2288
47.5%
Uppercase Letter
ValueCountFrequency (%)
L 6
31.6%
S 4
21.1%
C 4
21.1%
P 2
 
10.5%
U 1
 
5.3%
I 1
 
5.3%
K 1
 
5.3%
Decimal Number
ValueCountFrequency (%)
2 60
75.0%
1 11
 
13.8%
3 8
 
10.0%
4 1
 
1.2%
Lowercase Letter
ValueCountFrequency (%)
c 2
33.3%
o 2
33.3%
k 2
33.3%
Space Separator
ValueCountFrequency (%)
33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 29
100.0%
Close Punctuation
ValueCountFrequency (%)
) 29
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4815
96.0%
Common 172
 
3.4%
Latin 26
 
0.5%
Han 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 1037
21.5%
농 974
20.2%
산 91
 
1.9%
목 71
 
1.5%
성 66
 
1.4%
우 65
 
1.3%
원 64
 
1.3%
리 57
 
1.2%
한 54
 
1.1%
동 50
 
1.0%
Other values (322) 2286
47.5%
Latin
ValueCountFrequency (%)
L 6
23.1%
S 4
15.4%
C 4
15.4%
c 2
 
7.7%
o 2
 
7.7%
k 2
 
7.7%
P 2
 
7.7%
U 1
 
3.8%
I 1
 
3.8%
K 1
 
3.8%
Common
ValueCountFrequency (%)
2 60
34.9%
33
19.2%
( 29
16.9%
) 29
16.9%
1 11
 
6.4%
3 8
 
4.7%
- 1
 
0.6%
4 1
 
0.6%
Han
ValueCountFrequency (%)
牛 1
50.0%
光 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4815
96.0%
ASCII 197
 
3.9%
CJK 2
 
< 0.1%
Number Forms 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
장 1037
21.5%
농 974
20.2%
산 91
 
1.9%
목 71
 
1.5%
성 66
 
1.4%
우 65
 
1.3%
원 64
 
1.3%
리 57
 
1.2%
한 54
 
1.1%
동 50
 
1.0%
Other values (322) 2286
47.5%
ASCII
ValueCountFrequency (%)
2 60
30.5%
33
16.8%
( 29
14.7%
) 29
14.7%
1 11
 
5.6%
3 8
 
4.1%
L 6
 
3.0%
S 4
 
2.0%
C 4
 
2.0%
c 2
 
1.0%
Other values (8) 11
 
5.6%
CJK
ValueCountFrequency (%)
牛 1
50.0%
光 1
50.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

축종
Categorical

IMBALANCE 

Distinct14
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size8.9 KiB
한우
760 
육계
148 
돼지
 
60
젖소
 
40
염소
 
35
Other values (9)
 
75

Length

Max length6
Median length2
Mean length2.0411449
Min length1

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
한우 760
68.0%
육계 148
 
13.2%
돼지 60
 
5.4%
젖소 40
 
3.6%
염소 35
 
3.1%
오리 34
 
3.0%
육우 12
 
1.1%
종계/산란계 8
 
0.7%
종계업 7
 
0.6%
산양 6
 
0.5%
Other values (4) 8
 
0.7%

Length

2023-12-12T07:52:02.845780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
한우 760
68.0%
육계 148
 
13.2%
돼지 60
 
5.4%
젖소 40
 
3.6%
염소 35
 
3.1%
오리 34
 
3.0%
육우 12
 
1.1%
종계/산란계 8
 
0.7%
종계업 7
 
0.6%
산양 6
 
0.5%
Other values (4) 8
 
0.7%

사육수
Real number (ℝ)

ZEROS 

Distinct230
Distinct (%)20.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9467.983
Minimum0
Maximum320000
Zeros71
Zeros (%)6.4%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2023-12-12T07:52:03.007868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q113
median41.5
Q3197.5
95-th percentile70000
Maximum320000
Range320000
Interquartile range (IQR)184.5

Descriptive statistics

Standard deviation26374.94
Coefficient of variation (CV)2.7856978
Kurtosis25.920185
Mean9467.983
Median Absolute Deviation (MAD)35.5
Skewness4.1372399
Sum10585205
Variance6.9563745 × 108
MonotonicityNot monotonic
2023-12-12T07:52:03.144520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 71
 
6.4%
10 40
 
3.6%
30 37
 
3.3%
20 35
 
3.1%
50 32
 
2.9%
40 27
 
2.4%
5 25
 
2.2%
60 24
 
2.1%
25 23
 
2.1%
15 22
 
2.0%
Other values (220) 782
69.9%
ValueCountFrequency (%)
0 71
6.4%
1 8
 
0.7%
2 10
 
0.9%
3 12
 
1.1%
4 16
 
1.4%
5 25
 
2.2%
6 19
 
1.7%
7 19
 
1.7%
8 19
 
1.7%
9 11
 
1.0%
ValueCountFrequency (%)
320000 1
 
0.1%
200000 1
 
0.1%
170000 1
 
0.1%
168000 1
 
0.1%
150000 2
 
0.2%
130000 2
 
0.2%
120000 3
 
0.3%
110000 1
 
0.1%
100000 10
0.9%
90000 5
0.4%

주소지
Text

Distinct1105
Distinct (%)98.8%
Missing0
Missing (%)0.0%
Memory size8.9 KiB
2023-12-12T07:52:03.495299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length83
Median length66
Mean length27.754919
Min length18

Characters and Unicode

Total characters31030
Distinct characters151
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1093 ?
Unique (%)97.8%

Sample

1st row전라북도 남원시 운봉읍 가산리 64번지 2호 외 9필지
2nd row전라북도 남원시 운봉읍 행정리 513번지 23호
3rd row전라북도 남원시 운봉읍 서천리 555번지
4th row전라북도 남원시 운봉읍 주촌리 908번지 1호
5th row전라북도 남원시 운봉읍 화수리 461번지 102호
ValueCountFrequency (%)
전라북도 1118
 
16.7%
남원시 1118
 
16.7%
1호 231
 
3.5%
외 168
 
2.5%
송동면 149
 
2.2%
운봉읍 138
 
2.1%
수지면 96
 
1.4%
아영면 87
 
1.3%
2호 82
 
1.2%
주천면 73
 
1.1%
Other values (1050) 3422
51.2%
2023-12-12T07:52:04.020916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7507
24.2%
지 1466
 
4.7%
1 1173
 
3.8%
도 1152
 
3.7%
남 1143
 
3.7%
전 1127
 
3.6%
시 1123
 
3.6%
원 1118
 
3.6%
라 1118
 
3.6%
북 1118
 
3.6%
Other values (141) 12985
41.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 17962
57.9%
Space Separator 7507
24.2%
Decimal Number 5215
 
16.8%
Math Symbol 166
 
0.5%
Dash Punctuation 152
 
0.5%
Open Punctuation 14
 
< 0.1%
Close Punctuation 14
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 1466
 
8.2%
도 1152
 
6.4%
남 1143
 
6.4%
전 1127
 
6.3%
시 1123
 
6.3%
원 1118
 
6.2%
라 1118
 
6.2%
북 1118
 
6.2%
번 1116
 
6.2%
리 1081
 
6.0%
Other values (126) 6400
35.6%
Decimal Number
ValueCountFrequency (%)
1 1173
22.5%
2 621
11.9%
4 502
9.6%
3 488
9.4%
6 483
9.3%
7 448
 
8.6%
5 416
 
8.0%
9 391
 
7.5%
8 380
 
7.3%
0 313
 
6.0%
Space Separator
ValueCountFrequency (%)
7507
100.0%
Math Symbol
ValueCountFrequency (%)
+ 166
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 152
100.0%
Open Punctuation
ValueCountFrequency (%)
( 14
100.0%
Close Punctuation
ValueCountFrequency (%)
) 14
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 17962
57.9%
Common 13068
42.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 1466
 
8.2%
도 1152
 
6.4%
남 1143
 
6.4%
전 1127
 
6.3%
시 1123
 
6.3%
원 1118
 
6.2%
라 1118
 
6.2%
북 1118
 
6.2%
번 1116
 
6.2%
리 1081
 
6.0%
Other values (126) 6400
35.6%
Common
ValueCountFrequency (%)
7507
57.4%
1 1173
 
9.0%
2 621
 
4.8%
4 502
 
3.8%
3 488
 
3.7%
6 483
 
3.7%
7 448
 
3.4%
5 416
 
3.2%
9 391
 
3.0%
8 380
 
2.9%
Other values (5) 659
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 17962
57.9%
ASCII 13068
42.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7507
57.4%
1 1173
 
9.0%
2 621
 
4.8%
4 502
 
3.8%
3 488
 
3.7%
6 483
 
3.7%
7 448
 
3.4%
5 416
 
3.2%
9 391
 
3.0%
8 380
 
2.9%
Other values (5) 659
 
5.0%
Hangul
ValueCountFrequency (%)
지 1466
 
8.2%
도 1152
 
6.4%
남 1143
 
6.4%
전 1127
 
6.3%
시 1123
 
6.3%
원 1118
 
6.2%
라 1118
 
6.2%
북 1118
 
6.2%
번 1116
 
6.2%
리 1081
 
6.0%
Other values (126) 6400
35.6%

행정동명
Categorical

HIGH CORRELATION 

Distinct20
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size8.9 KiB
송동면
149 
운봉읍
138 
수지면
96 
아영면
87 
주천면
73 
Other values (15)
575 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
송동면 149
13.3%
운봉읍 138
12.3%
수지면 96
 
8.6%
아영면 87
 
7.8%
주천면 73
 
6.5%
사매면 67
 
6.0%
대산면 64
 
5.7%
보절면 63
 
5.6%
덕과면 57
 
5.1%
대강면 56
 
5.0%
Other values (10) 268
24.0%

Length

2023-12-12T07:52:04.162252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
송동면 149
13.3%
운봉읍 138
12.3%
수지면 96
 
8.6%
아영면 87
 
7.8%
주천면 73
 
6.5%
사매면 67
 
6.0%
대산면 64
 
5.7%
보절면 63
 
5.6%
덕과면 57
 
5.1%
대강면 56
 
5.0%
Other values (10) 268
24.0%

기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.9 KiB
Minimum2023-07-27 00:00:00
Maximum2023-07-27 00:00:00
2023-12-12T07:52:04.250254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T07:52:04.341600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T07:52:00.752296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T07:52:00.574538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T07:52:00.839660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T07:52:00.653682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T07:52:04.425769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번축종사육수행정동명
연번1.0000.2910.1490.996
축종0.2911.0000.6470.239
사육수0.1490.6471.0000.266
행정동명0.9960.2390.2661.000
2023-12-12T07:52:04.520079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
축종행정동명
축종1.0000.080
행정동명0.0801.000
2023-12-12T07:52:04.599737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번사육수축종행정동명
연번1.000-0.0270.1210.882
사육수-0.0271.0000.3520.108
축종0.1210.3521.0000.080
행정동명0.8820.1080.0801.000

Missing values

2023-12-12T07:52:00.979656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T07:52:01.120358image/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

연번지자체명농장명축종사육수주소지행정동명기준일자
01남원시다산육종종돈업1623전라북도 남원시 운봉읍 가산리 64번지 2호 외 9필지운봉읍2023-07-27
12남원시운봉종계업20900전라북도 남원시 운봉읍 행정리 513번지 23호운봉읍2023-07-27
23남원시주안농장종계업19000전라북도 남원시 운봉읍 서천리 555번지운봉읍2023-07-27
34남원시광(光)농장한우51전라북도 남원시 운봉읍 주촌리 908번지 1호운봉읍2023-07-27
45남원시소석농장한우12전라북도 남원시 운봉읍 화수리 461번지 102호운봉읍2023-07-27
56남원시바래축산한우60전라북도 남원시 운봉읍 화수리 679번지 1호운봉읍2023-07-27
67남원시정래축산한우20전라북도 남원시 운봉읍 용산리 97번지 1호운봉읍2023-07-27
78남원시은숙농장한우20전라북도 남원시 운봉읍 용산리 365번지운봉읍2023-07-27
89남원시허브축산한우37전라북도 남원시 운봉읍 용산리 244번지 1호운봉읍2023-07-27
910남원시고남산농장한우80전라북도 남원시 운봉읍 권포리 746번지 2호+11호운봉읍2023-07-27
연번지자체명농장명축종사육수주소지행정동명기준일자
11081109남원시누른대농장한우1전라북도 남원시 고죽동 375번지 1호도통동2023-07-27
11091110남원시천수봉농장한우0전라북도 남원시 고죽동 374번지 2호도통동2023-07-27
11101111남원시미래농장한우5전라북도 남원시 고죽동 398번지도통동2023-07-27
11111112남원시갈치농장한우12전라북도 남원시 식정동 381번지 1호도통동2023-07-27
11121113남원시재근농장한우0전라북도 남원시 고죽동 445번지도통동2023-07-27
11131114남원시안산농장육우230전라북도 남원시 갈치동 388번지 2호도통동2023-07-27
11141115남원시PULLIP농장육계30000전라북도 남원시 갈치동 384번지 7호도통동2023-07-27
11151116남원시식정농장육계35000전라북도 남원시 식정동 381번지 1호도통동2023-07-27
11161117남원시시온농장육계100000전라북도 남원시 갈치동 327번지 1호도통동2023-07-27
11171118남원시풍년농장종계/산란계320000전라북도 남원시 갈치동 574번지 외 1필지도통동2023-07-27