Overview

Dataset statistics

Number of variables5
Number of observations750
Missing cells0
Missing cells (%)0.0%
Duplicate rows36
Duplicate rows (%)4.8%
Total size in memory29.4 KiB
Average record size in memory40.2 B

Variable types

Text1
Categorical4

Dataset

Description세종특별자치시에 분포하는 소, 돼지, 산란계 농장 위치에 관한 데이터 자료입니다.농장의 사업자명과 주사육업종, 사업장소재지에 관하여 알려주는 데이터 입니다.
Author세종특별자치시
URLhttps://www.data.go.kr/data/15011879/fileData.do

Alerts

사업장소재지 has constant value ""Constant
데이터기준일 has constant value ""Constant
Dataset has 36 (4.8%) duplicate rowsDuplicates
주사육업종 is highly imbalanced (61.5%)Imbalance

Reproduction

Analysis started2024-04-29 22:23:07.965283
Analysis finished2024-04-29 22:23:09.445615
Duration1.48 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

사업장명칭
Text

Distinct689
Distinct (%)91.9%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2024-04-30T07:23:09.681494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length4
Mean length4.2773333
Min length2

Characters and Unicode

Total characters3208
Distinct characters295
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique646 ?
Unique (%)86.1%

Sample

1st row대방목장
2nd row동창목장
3rd row연봉목장
4th row다복목장
5th row이대목장
ValueCountFrequency (%)
농장 19
 
2.4%
농업회사법인 8
 
1.0%
우리농장 5
 
0.6%
부용농장 5
 
0.6%
산수농장 4
 
0.5%
봉암농장 3
 
0.4%
세종축산 3
 
0.4%
그린 3
 
0.4%
유한회사 3
 
0.4%
하봉 3
 
0.4%
Other values (691) 744
93.0%
2024-04-30T07:23:10.093284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
장 618
 
19.3%
농 519
 
16.2%
목 104
 
3.2%
산 52
 
1.6%
50
 
1.6%
원 50
 
1.6%
성 47
 
1.5%
2 45
 
1.4%
우 43
 
1.3%
한 43
 
1.3%
Other values (285) 1637
51.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3076
95.9%
Decimal Number 66
 
2.1%
Space Separator 50
 
1.6%
Close Punctuation 5
 
0.2%
Open Punctuation 5
 
0.2%
Uppercase Letter 5
 
0.2%
Letter Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 618
20.1%
농 519
 
16.9%
목 104
 
3.4%
산 52
 
1.7%
원 50
 
1.6%
성 47
 
1.5%
우 43
 
1.4%
한 43
 
1.4%
수 36
 
1.2%
대 35
 
1.1%
Other values (270) 1529
49.7%
Decimal Number
ValueCountFrequency (%)
2 45
68.2%
1 9
 
13.6%
3 7
 
10.6%
7 2
 
3.0%
4 1
 
1.5%
0 1
 
1.5%
5 1
 
1.5%
Uppercase Letter
ValueCountFrequency (%)
A 2
40.0%
F 1
20.0%
M 1
20.0%
R 1
20.0%
Space Separator
ValueCountFrequency (%)
50
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3076
95.9%
Common 126
 
3.9%
Latin 6
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 618
20.1%
농 519
 
16.9%
목 104
 
3.4%
산 52
 
1.7%
원 50
 
1.6%
성 47
 
1.5%
우 43
 
1.4%
한 43
 
1.4%
수 36
 
1.2%
대 35
 
1.1%
Other values (270) 1529
49.7%
Common
ValueCountFrequency (%)
50
39.7%
2 45
35.7%
1 9
 
7.1%
3 7
 
5.6%
) 5
 
4.0%
( 5
 
4.0%
7 2
 
1.6%
4 1
 
0.8%
0 1
 
0.8%
5 1
 
0.8%
Latin
ValueCountFrequency (%)
A 2
33.3%
F 1
16.7%
M 1
16.7%
R 1
16.7%
Ⅱ 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3076
95.9%
ASCII 131
 
4.1%
Number Forms 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
장 618
20.1%
농 519
 
16.9%
목 104
 
3.4%
산 52
 
1.7%
원 50
 
1.6%
성 47
 
1.5%
우 43
 
1.4%
한 43
 
1.4%
수 36
 
1.2%
대 35
 
1.1%
Other values (270) 1529
49.7%
ASCII
ValueCountFrequency (%)
50
38.2%
2 45
34.4%
1 9
 
6.9%
3 7
 
5.3%
) 5
 
3.8%
( 5
 
3.8%
A 2
 
1.5%
7 2
 
1.5%
4 1
 
0.8%
F 1
 
0.8%
Other values (4) 4
 
3.1%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

주사육업종
Categorical

IMBALANCE 

Distinct10
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
한우
585 
돼지
 
54
젖소
 
48
종계+산란계
 
33
육계
 
12
Other values (5)
 
18

Length

Max length6
Median length2
Mean length2.18
Min length2

Unique

Unique2 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
한우 585
78.0%
돼지 54
 
7.2%
젖소 48
 
6.4%
종계+산란계 33
 
4.4%
육계 12
 
1.6%
육우 7
 
0.9%
사슴 5
 
0.7%
염소 4
 
0.5%
산란육성계 1
 
0.1%
산양 1
 
0.1%

Length

2024-04-30T07:23:10.239499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T07:23:10.364082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한우 585
78.0%
돼지 54
 
7.2%
젖소 48
 
6.4%
종계+산란계 33
 
4.4%
육계 12
 
1.6%
육우 7
 
0.9%
사슴 5
 
0.7%
염소 4
 
0.5%
산란육성계 1
 
0.1%
산양 1
 
0.1%

사업장소재지
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
세종특별자치시
750 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
세종특별자치시 750
100.0%

Length

2024-04-30T07:23:10.479882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T07:23:10.576920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
세종특별자치시 750
100.0%

읍면
Categorical

Distinct10
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
연서면
189 
장군면
155 
전동면
118 
부강면
73 
전의면
70 
Other values (5)
145 

Length

Max length4
Median length3
Mean length3.0013333
Min length3

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
연서면 189
25.2%
장군면 155
20.7%
전동면 118
15.7%
부강면 73
 
9.7%
전의면 70
 
9.3%
연기면 53
 
7.1%
연동면 35
 
4.7%
금남면 35
 
4.7%
소정면 21
 
2.8%
조치원읍 1
 
0.1%

Length

2024-04-30T07:23:10.672367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T07:23:10.787691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연서면 189
25.2%
장군면 155
20.7%
전동면 118
15.7%
부강면 73
 
9.7%
전의면 70
 
9.3%
연기면 53
 
7.1%
연동면 35
 
4.7%
금남면 35
 
4.7%
소정면 21
 
2.8%
조치원읍 1
 
0.1%

데이터기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2024-04-23
750 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2024-04-23
2nd row2024-04-23
3rd row2024-04-23
4th row2024-04-23
5th row2024-04-23

Common Values

ValueCountFrequency (%)
2024-04-23 750
100.0%

Length

2024-04-30T07:23:10.917681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T07:23:10.999425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2024-04-23 750
100.0%

Correlations

2024-04-30T07:23:11.053326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주사육업종읍면
주사육업종1.0000.523
읍면0.5231.000
2024-04-30T07:23:11.131096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주사육업종읍면
주사육업종1.0000.184
읍면0.1841.000
2024-04-30T07:23:11.199767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주사육업종읍면
주사육업종1.0000.184
읍면0.1841.000

Missing values

2024-04-30T07:23:09.266948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-30T07:23:09.407787image/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

사업장명칭주사육업종사업장소재지읍면데이터기준일
0대방목장젖소세종특별자치시연서면2024-04-23
1동창목장젖소세종특별자치시연서면2024-04-23
2연봉목장젖소세종특별자치시연서면2024-04-23
3다복목장젖소세종특별자치시연서면2024-04-23
4이대목장젖소세종특별자치시연서면2024-04-23
5함박농장돼지세종특별자치시연서면2024-04-23
6전의농장돼지세종특별자치시연서면2024-04-23
7와룡농장돼지세종특별자치시연서면2024-04-23
8자인농장육계세종특별자치시전의면2024-04-23
9농업회사법인(유) 금강엘에프 세종지점산란육성계세종특별자치시연서면2024-04-23
사업장명칭주사육업종사업장소재지읍면데이터기준일
740도원한우4한우세종특별자치시연서면2024-04-23
741다복이농장한우세종특별자치시장군면2024-04-23
742최씨네농장2한우세종특별자치시전동면2024-04-23
743공석골농장한우세종특별자치시장군면2024-04-23
744제은농장2한우세종특별자치시연서면2024-04-23
745성경농장한우세종특별자치시연서면2024-04-23
746현대농장한우세종특별자치시전의면2024-04-23
747상화농장한우세종특별자치시장군면2024-04-23
748봉암농장한우세종특별자치시연서면2024-04-23
749송문농장육우세종특별자치시장군면2024-04-23

Duplicate rows

Most frequently occurring

사업장명칭주사육업종사업장소재지읍면데이터기준일# duplicates
8부용농장한우세종특별자치시부강면2024-04-235
10산수농장한우세종특별자치시부강면2024-04-234
21우리농장한우세종특별자치시전동면2024-04-234
15수정농장한우세종특별자치시장군면2024-04-233
16수철농장한우세종특별자치시연서면2024-04-233
29창원한우세종특별자치시장군면2024-04-233
32하봉한우세종특별자치시장군면2024-04-233
33형제목장한우세종특별자치시연동면2024-04-233
0강당농장한우세종특별자치시연서면2024-04-232
1광산농장한우세종특별자치시전동면2024-04-232