Overview

Dataset statistics

Number of variables4
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.0 KiB
Average record size in memory36.6 B

Variable types

Categorical1
Text3

Dataset

Description전라남도 광양시의 유망중소기업 지정 현황(시군, 기업명, 대표자, 주생산품)에 대한 데이터를 전국민에게 공개 및 공유
Author전라남도 광양시
URLhttps://www.data.go.kr/data/3079670/fileData.do

Alerts

시군구 has constant value ""Constant
기업명 has unique valuesUnique
대표자 has unique valuesUnique

Reproduction

Analysis started2023-12-12 01:54:25.891214
Analysis finished2023-12-12 01:54:26.324969
Duration0.43 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
전라남도 광양시
29 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row전라남도 광양시
2nd row전라남도 광양시
3rd row전라남도 광양시
4th row전라남도 광양시
5th row전라남도 광양시

Common Values

ValueCountFrequency (%)
전라남도 광양시 29
100.0%

Length

2023-12-12T10:54:26.398788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:54:26.513433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전라남도 29
50.0%
광양시 29
50.0%

기업명
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-12T10:54:26.742600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length6
Mean length4.9310345
Min length3

Characters and Unicode

Total characters143
Distinct characters76
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)100.0%

Sample

1st row㈜대운인텍
2nd row㈜에스더블테크
3rd row㈜하나테크
4th row㈜메인테크
5th row㈜엠이시
ValueCountFrequency (%)
㈜대운인텍 1
 
3.4%
㈜제일시스템 1
 
3.4%
㈜진평 1
 
3.4%
아르고마린토탈㈜ 1
 
3.4%
㈜엘케이 1
 
3.4%
㈜에스텍 1
 
3.4%
㈜동부플랜트 1
 
3.4%
㈜에이블탑 1
 
3.4%
㈜픽슨 1
 
3.4%
㈜라엔텍 1
 
3.4%
Other values (19) 19
65.5%
2023-12-12T10:54:27.190442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
㈜ 29
 
20.3%
에 8
 
5.6%
이 7
 
4.9%
텍 4
 
2.8%
스 4
 
2.8%
대 3
 
2.1%
테 3
 
2.1%
크 3
 
2.1%
엔 3
 
2.1%
신 3
 
2.1%
Other values (66) 76
53.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 114
79.7%
Other Symbol 29
 
20.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
에 8
 
7.0%
이 7
 
6.1%
텍 4
 
3.5%
스 4
 
3.5%
대 3
 
2.6%
테 3
 
2.6%
크 3
 
2.6%
엔 3
 
2.6%
신 3
 
2.6%
시 2
 
1.8%
Other values (65) 74
64.9%
Other Symbol
ValueCountFrequency (%)
㈜ 29
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 143
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
㈜ 29
 
20.3%
에 8
 
5.6%
이 7
 
4.9%
텍 4
 
2.8%
스 4
 
2.8%
대 3
 
2.1%
테 3
 
2.1%
크 3
 
2.1%
엔 3
 
2.1%
신 3
 
2.1%
Other values (66) 76
53.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 114
79.7%
None 29
 
20.3%

Most frequent character per block

None
ValueCountFrequency (%)
㈜ 29
100.0%
Hangul
ValueCountFrequency (%)
에 8
 
7.0%
이 7
 
6.1%
텍 4
 
3.5%
스 4
 
3.5%
대 3
 
2.6%
테 3
 
2.6%
크 3
 
2.6%
엔 3
 
2.6%
신 3
 
2.6%
시 2
 
1.8%
Other values (65) 74
64.9%

대표자
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-12T10:54:27.454535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length3
Mean length3.1034483
Min length3

Characters and Unicode

Total characters90
Distinct characters55
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

Unique29 ?
Unique (%)100.0%

Sample

1st row이상수
2nd row고채식
3rd row심상룡
4th row정창환
5th row김상호
ValueCountFrequency (%)
이상수 1
 
3.3%
고채식 1
 
3.3%
봉 1
 
3.3%
허 1
 
3.3%
이권익 1
 
3.3%
임기택 1
 
3.3%
라병열 1
 
3.3%
최영옥 1
 
3.3%
김건일 1
 
3.3%
정성만 1
 
3.3%
Other values (20) 20
66.7%
2023-12-12T10:54:27.897633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 10
 
11.1%
이 4
 
4.4%
정 4
 
4.4%
상 4
 
4.4%
임 3
 
3.3%
기 3
 
3.3%
영 3
 
3.3%
수 3
 
3.3%
호 2
 
2.2%
옥 2
 
2.2%
Other values (45) 52
57.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 87
96.7%
Space Separator 2
 
2.2%
Decimal Number 1
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 10
 
11.5%
이 4
 
4.6%
정 4
 
4.6%
상 4
 
4.6%
임 3
 
3.4%
기 3
 
3.4%
영 3
 
3.4%
수 3
 
3.4%
호 2
 
2.3%
옥 2
 
2.3%
Other values (43) 49
56.3%
Space Separator
ValueCountFrequency (%)
2
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 87
96.7%
Common 3
 
3.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 10
 
11.5%
이 4
 
4.6%
정 4
 
4.6%
상 4
 
4.6%
임 3
 
3.4%
기 3
 
3.4%
영 3
 
3.4%
수 3
 
3.4%
호 2
 
2.3%
옥 2
 
2.3%
Other values (43) 49
56.3%
Common
ValueCountFrequency (%)
2
66.7%
1 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 87
96.7%
ASCII 3
 
3.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 10
 
11.5%
이 4
 
4.6%
정 4
 
4.6%
상 4
 
4.6%
임 3
 
3.4%
기 3
 
3.4%
영 3
 
3.4%
수 3
 
3.4%
호 2
 
2.3%
옥 2
 
2.3%
Other values (43) 49
56.3%
ASCII
ValueCountFrequency (%)
2
66.7%
1 1
33.3%

주생산품
Text

Distinct25
Distinct (%)86.2%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-12T10:54:28.100812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length8
Mean length4.6206897
Min length2

Characters and Unicode

Total characters134
Distinct characters61
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

Unique22 ?
Unique (%)75.9%

Sample

1st row산업기계
2nd row기계설비
3rd row금속 튜브
4th row기계정비
5th row산업기계
ValueCountFrequency (%)
배전반 3
 
8.3%
구조재 2
 
5.6%
산업기계 2
 
5.6%
금속골재 2
 
5.6%
금속구조물 1
 
2.8%
자동제어반 1
 
2.8%
산업용기계 1
 
2.8%
파형강관 1
 
2.8%
광고업 1
 
2.8%
전기회로 1
 
2.8%
Other values (21) 21
58.3%
2023-12-12T10:54:28.481503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
금 7
 
5.2%
속 7
 
5.2%
7
 
5.2%
기 7
 
5.2%
전 6
 
4.5%
계 5
 
3.7%
반 5
 
3.7%
업 5
 
3.7%
배 4
 
3.0%
재 4
 
3.0%
Other values (51) 77
57.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 127
94.8%
Space Separator 7
 
5.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
금 7
 
5.5%
속 7
 
5.5%
기 7
 
5.5%
전 6
 
4.7%
계 5
 
3.9%
반 5
 
3.9%
업 5
 
3.9%
배 4
 
3.1%
재 4
 
3.1%
물 4
 
3.1%
Other values (50) 73
57.5%
Space Separator
ValueCountFrequency (%)
7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 127
94.8%
Common 7
 
5.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
금 7
 
5.5%
속 7
 
5.5%
기 7
 
5.5%
전 6
 
4.7%
계 5
 
3.9%
반 5
 
3.9%
업 5
 
3.9%
배 4
 
3.1%
재 4
 
3.1%
물 4
 
3.1%
Other values (50) 73
57.5%
Common
ValueCountFrequency (%)
7
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 127
94.8%
ASCII 7
 
5.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
금 7
 
5.5%
속 7
 
5.5%
기 7
 
5.5%
전 6
 
4.7%
계 5
 
3.9%
반 5
 
3.9%
업 5
 
3.9%
배 4
 
3.1%
재 4
 
3.1%
물 4
 
3.1%
Other values (50) 73
57.5%
ASCII
ValueCountFrequency (%)
7
100.0%

Correlations

2023-12-12T10:54:28.580842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기업명대표자주생산품
기업명1.0001.0001.000
대표자1.0001.0001.000
주생산품1.0001.0001.000

Missing values

2023-12-12T10:54:26.146850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T10:54:26.280624image/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

시군구기업명대표자주생산품
0전라남도 광양시㈜대운인텍이상수산업기계
1전라남도 광양시㈜에스더블테크고채식기계설비
2전라남도 광양시㈜하나테크심상룡금속 튜브
3전라남도 광양시㈜메인테크정창환기계정비
4전라남도 광양시㈜엠이시김상호산업기계
5전라남도 광양시㈜대신이엔에스김대섭수배전반
6전라남도 광양시㈜대평정금랑창고업
7전라남도 광양시㈜삼우에코김윤자금속골재 구조재
8전라남도 광양시㈜피디텍박진완금속골재 구조재
9전라남도 광양시㈜서호산전김승호배전반
시군구기업명대표자주생산품
19전라남도 광양시중앙이엠씨㈜임성기제철플랜트
20전라남도 광양시㈜라엔텍이기승산업용기계
21전라남도 광양시㈜픽슨정성만파형강관
22전라남도 광양시㈜에이블탑김건일광고업
23전라남도 광양시㈜동부플랜트최영옥금속구조물
24전라남도 광양시㈜에스텍라병열탈수기
25전라남도 광양시㈜엘케이임기택전기회로 접속장치
26전라남도 광양시아르고마린토탈㈜이권익화물운송
27전라남도 광양시㈜진평허 봉코크스
28전라남도 광양시㈜신명정상옥안전시설물