Overview

Dataset statistics

Number of variables6
Number of observations2070
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory99.2 KiB
Average record size in memory49.1 B

Variable types

Numeric1
Text2
Categorical2
DateTime1

Dataset

Description2023년 1월 20일 기준, 전라남도 나주시 축산농가 데이터입니다. 주요 제공정보는 사업장명, 주사육업종, 사업장소재지 등입니다.
Author전라남도 나주시
URLhttps://www.data.go.kr/data/15064586/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
주사육업종 is highly imbalanced (59.4%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 15:33:01.457419
Analysis finished2023-12-12 15:33:02.386712
Duration0.93 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct2070
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1035.5
Minimum1
Maximum2070
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size18.3 KiB
2023-12-13T00:33:02.512299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile104.45
Q1518.25
median1035.5
Q31552.75
95-th percentile1966.55
Maximum2070
Range2069
Interquartile range (IQR)1034.5

Descriptive statistics

Standard deviation597.70185
Coefficient of variation (CV)0.57721086
Kurtosis-1.2
Mean1035.5
Median Absolute Deviation (MAD)517.5
Skewness0
Sum2143485
Variance357247.5
MonotonicityStrictly increasing
2023-12-13T00:33:02.683805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
1361 1
 
< 0.1%
1391 1
 
< 0.1%
1390 1
 
< 0.1%
1389 1
 
< 0.1%
1388 1
 
< 0.1%
1387 1
 
< 0.1%
1386 1
 
< 0.1%
1385 1
 
< 0.1%
1384 1
 
< 0.1%
Other values (2060) 2060
99.5%
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 (%)
2070 1
< 0.1%
2069 1
< 0.1%
2068 1
< 0.1%
2067 1
< 0.1%
2066 1
< 0.1%
2065 1
< 0.1%
2064 1
< 0.1%
2063 1
< 0.1%
2062 1
< 0.1%
2061 1
< 0.1%

사업장명
Text

Distinct53
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size16.3 KiB
2023-12-13T00:33:02.911870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length4
Mean length3.9927536
Min length2

Characters and Unicode

Total characters8265
Distinct characters116
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique38 ?
Unique (%)1.8%

Sample

1st row○○축산
2nd row○○축산
3rd row○○농장
4th row○○농장
5th row○○축산
ValueCountFrequency (%)
○○농장 1486
71.6%
○○축산 251
 
12.1%
○○목장 148
 
7.1%
○○축사 37
 
1.8%
○○○ 36
 
1.7%
○○법인 20
 
1.0%
○○농원 19
 
0.9%
○○팜 13
 
0.6%
○○ 8
 
0.4%
○○한우 5
 
0.2%
Other values (46) 52
 
2.5%
2023-12-13T00:33:03.270390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
○ 4108
49.7%
장 1640
 
19.8%
농 1513
 
18.3%
축 288
 
3.5%
산 257
 
3.1%
목 149
 
1.8%
사 42
 
0.5%
원 23
 
0.3%
법 20
 
0.2%
인 20
 
0.2%
Other values (106) 205
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4143
50.1%
Other Symbol 4108
49.7%
Lowercase Letter 8
 
0.1%
Space Separator 5
 
0.1%
Decimal Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 1640
39.6%
농 1513
36.5%
축 288
 
7.0%
산 257
 
6.2%
목 149
 
3.6%
사 42
 
1.0%
원 23
 
0.6%
법 20
 
0.5%
인 20
 
0.5%
팜 13
 
0.3%
Other values (99) 178
 
4.3%
Lowercase Letter
ValueCountFrequency (%)
f 2
25.0%
a 2
25.0%
r 2
25.0%
m 2
25.0%
Other Symbol
ValueCountFrequency (%)
○ 4108
100.0%
Space Separator
ValueCountFrequency (%)
5
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4143
50.1%
Common 4114
49.8%
Latin 8
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 1640
39.6%
농 1513
36.5%
축 288
 
7.0%
산 257
 
6.2%
목 149
 
3.6%
사 42
 
1.0%
원 23
 
0.6%
법 20
 
0.5%
인 20
 
0.5%
팜 13
 
0.3%
Other values (99) 178
 
4.3%
Latin
ValueCountFrequency (%)
f 2
25.0%
a 2
25.0%
r 2
25.0%
m 2
25.0%
Common
ValueCountFrequency (%)
○ 4108
99.9%
5
 
0.1%
1 1
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4143
50.1%
Geometric Shapes 4108
49.7%
ASCII 14
 
0.2%

Most frequent character per block

Geometric Shapes
ValueCountFrequency (%)
○ 4108
100.0%
Hangul
ValueCountFrequency (%)
장 1640
39.6%
농 1513
36.5%
축 288
 
7.0%
산 257
 
6.2%
목 149
 
3.6%
사 42
 
1.0%
원 23
 
0.6%
법 20
 
0.5%
인 20
 
0.5%
팜 13
 
0.3%
Other values (99) 178
 
4.3%
ASCII
ValueCountFrequency (%)
5
35.7%
f 2
 
14.3%
a 2
 
14.3%
r 2
 
14.3%
m 2
 
14.3%
1 1
 
7.1%

주사육업종
Categorical

IMBALANCE 

Distinct15
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size16.3 KiB
한우
1530 
오리
 
125
돼지
 
108
육계
 
97
젖소
 
91
Other values (10)
 
119

Length

Max length6
Median length2
Mean length2.0753623
Min length2

Unique

Unique3 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
한우 1530
73.9%
오리 125
 
6.0%
돼지 108
 
5.2%
육계 97
 
4.7%
젖소 91
 
4.4%
종계/산란계 31
 
1.5%
산양 28
 
1.4%
사슴 18
 
0.9%
염소 13
 
0.6%
종오리업 13
 
0.6%
Other values (5) 16
 
0.8%

Length

2023-12-13T00:33:03.412928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
한우 1530
73.9%
오리 125
 
6.0%
돼지 108
 
5.2%
육계 97
 
4.7%
젖소 91
 
4.4%
종계/산란계 31
 
1.5%
산양 28
 
1.4%
사슴 18
 
0.9%
염소 13
 
0.6%
종오리업 13
 
0.6%
Other values (5) 16
 
0.8%

사업장소재지
Text

Distinct173
Distinct (%)8.4%
Missing0
Missing (%)0.0%
Memory size16.3 KiB
2023-12-13T00:33:03.797670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length16
Mean length15.811594
Min length12

Characters and Unicode

Total characters32730
Distinct characters112
Distinct categories3 ?
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 (%)1.0%

Sample

1st row전라남도 나주시 동강면 대전리
2nd row전라남도 나주시 동강면 장동리
3rd row전라남도 나주시 동강면 장동리
4th row전라남도 나주시 공산면 신곡리
5th row전라남도 나주시 공산면 동촌리
ValueCountFrequency (%)
전라남도 2070
25.4%
나주시 2070
25.4%
왕곡면 255
 
3.1%
동강면 243
 
3.0%
공산면 242
 
3.0%
봉황면 223
 
2.7%
노안면 202
 
2.5%
반남면 181
 
2.2%
세지면 156
 
1.9%
다시면 141
 
1.7%
Other values (164) 2372
29.1%
2023-12-13T00:33:04.317811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6197
18.9%
남 2349
 
7.2%
시 2211
 
6.8%
도 2159
 
6.6%
전 2115
 
6.5%
라 2070
 
6.3%
나 2070
 
6.3%
주 2070
 
6.3%
리 1941
 
5.9%
면 1879
 
5.7%
Other values (102) 7669
23.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 26523
81.0%
Space Separator 6197
 
18.9%
Decimal Number 10
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 2349
 
8.9%
시 2211
 
8.3%
도 2159
 
8.1%
전 2115
 
8.0%
라 2070
 
7.8%
나 2070
 
7.8%
주 2070
 
7.8%
리 1941
 
7.3%
면 1879
 
7.1%
동 743
 
2.8%
Other values (95) 6916
26.1%
Decimal Number
ValueCountFrequency (%)
9 3
30.0%
1 2
20.0%
4 2
20.0%
3 1
 
10.0%
7 1
 
10.0%
0 1
 
10.0%
Space Separator
ValueCountFrequency (%)
6197
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 26523
81.0%
Common 6207
 
19.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 2349
 
8.9%
시 2211
 
8.3%
도 2159
 
8.1%
전 2115
 
8.0%
라 2070
 
7.8%
나 2070
 
7.8%
주 2070
 
7.8%
리 1941
 
7.3%
면 1879
 
7.1%
동 743
 
2.8%
Other values (95) 6916
26.1%
Common
ValueCountFrequency (%)
6197
99.8%
9 3
 
< 0.1%
1 2
 
< 0.1%
4 2
 
< 0.1%
3 1
 
< 0.1%
7 1
 
< 0.1%
0 1
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 26523
81.0%
ASCII 6207
 
19.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6197
99.8%
9 3
 
< 0.1%
1 2
 
< 0.1%
4 2
 
< 0.1%
3 1
 
< 0.1%
7 1
 
< 0.1%
0 1
 
< 0.1%
Hangul
ValueCountFrequency (%)
남 2349
 
8.9%
시 2211
 
8.3%
도 2159
 
8.1%
전 2115
 
8.0%
라 2070
 
7.8%
나 2070
 
7.8%
주 2070
 
7.8%
리 1941
 
7.3%
면 1879
 
7.1%
동 743
 
2.8%
Other values (95) 6916
26.1%

등록일자
Date

Distinct757
Distinct (%)36.6%
Missing0
Missing (%)0.0%
Memory size16.3 KiB
Minimum1995-01-18 00:00:00
Maximum2022-12-26 00:00:00
2023-12-13T00:33:04.482142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:33:04.639850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size16.3 KiB
2023-01-20
2070 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-01-20
2nd row2023-01-20
3rd row2023-01-20
4th row2023-01-20
5th row2023-01-20

Common Values

ValueCountFrequency (%)
2023-01-20 2070
100.0%

Length

2023-12-13T00:33:04.775740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:33:04.894078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-01-20 2070
100.0%

Interactions

2023-12-13T00:33:01.767069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T00:33:04.977162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번사업장명주사육업종
연번1.0000.4030.460
사업장명0.4031.0000.706
주사육업종0.4600.7061.000
2023-12-13T00:33:05.089459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번주사육업종
연번1.0000.190
주사육업종0.1901.000

Missing values

2023-12-13T00:33:02.211912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:33:02.333375image/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

연번사업장명주사육업종사업장소재지등록일자데이터기준일자
01○○축산한우전라남도 나주시 동강면 대전리2004-04-282023-01-20
12○○축산한우전라남도 나주시 동강면 장동리2004-04-282023-01-20
23○○농장돼지전라남도 나주시 동강면 장동리2004-04-282023-01-20
34○○농장한우전라남도 나주시 공산면 신곡리2004-05-032023-01-20
45○○축산한우전라남도 나주시 공산면 동촌리2004-05-032023-01-20
56○○축산한우전라남도 나주시 다시면 문동리2004-05-032023-01-20
67○○농원한우전라남도 나주시 왕곡면 화정리2004-05-032023-01-20
78○○축산한우전라남도 나주시 동강면 곡천리2004-05-032023-01-20
89○○축산한우전라남도 나주시 동강면 곡천리2004-05-032023-01-20
910○○목장한우전라남도 나주시 봉황면 와우리2004-07-212023-01-20
연번사업장명주사육업종사업장소재지등록일자데이터기준일자
20602061○○축산종오리업전라남도 나주시 다시면 문동리2011-07-012023-01-20
20612062경주부화장종오리업전라남도 나주시 동강면 장동리2011-12-202023-01-20
20622063○○농장종계업전라남도 나주시 봉황면 유곡리2013-01-242023-01-20
20632064○○농장종오리업전라남도 나주시 노안면 유곡리2015-10-212023-01-20
20642065○○농장종오리업전라남도 나주시 동강면 장동리2015-12-022023-01-20
20652066○○농장종오리업전라남도 나주시 동강면 장동리2015-12-022023-01-20
20662067○○축산종계업전라남도 나주시 동수동2017-06-092023-01-20
20672068○○농장종오리업전라남도 나주시 남평읍 상곡리2019-08-082023-01-20
20682069○○농장종오리업전라남도 나주시 동강면 장동리2022-10-052023-01-20
20692070○○축산종돈업전라남도 나주시 노안면 유곡리1995-01-182023-01-20