Overview

Dataset statistics

Number of variables4
Number of observations54
Missing cells12
Missing cells (%)5.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.8 KiB
Average record size in memory34.4 B

Variable types

Categorical1
Text3

Dataset

Description부산광역시 동구 건물위생관리업 현황에 대한 업종명 목록, 업소명 목록, 소재지(도로명) 목록, 소재지전화 목록 데이터입니다.
Author부산광역시 동구
URLhttps://www.data.go.kr/data/15028640/fileData.do

Alerts

업종명 has constant value ""Constant
소재지전화 has 12 (22.2%) missing valuesMissing
업소명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 15:53:22.665811
Analysis finished2023-12-12 15:53:23.164481
Duration0.5 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size564.0 B
건물위생관리업
54 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
건물위생관리업 54
100.0%

Length

2023-12-13T00:53:23.247869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:53:23.389368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
건물위생관리업 54
100.0%

업소명
Text

UNIQUE 

Distinct54
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-13T00:53:23.708447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length13
Mean length8.3888889
Min length4

Characters and Unicode

Total characters453
Distinct characters136
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique54 ?
Unique (%)100.0%

Sample

1st row삼부종합개발(주)
2nd row협성개발주식회사
3rd row(주)창성개발
4th row한미환경공사
5th row(주)한국시엔드지
ValueCountFrequency (%)
주식회사 5
 
7.8%
삼부종합개발(주 1
 
1.6%
에이원 1
 
1.6%
정인시스템 1
 
1.6%
주)금융환경엔지니어링 1
 
1.6%
주)보광비에스 1
 
1.6%
전문환경공사 1
 
1.6%
주)휴먼존 1
 
1.6%
천혜기업 1
 
1.6%
우렁할매 1
 
1.6%
Other values (50) 50
78.1%
2023-12-13T00:53:24.405985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 36
 
7.9%
) 32
 
7.1%
( 31
 
6.8%
사 17
 
3.8%
스 14
 
3.1%
회 12
 
2.6%
에 11
 
2.4%
10
 
2.2%
지 10
 
2.2%
이 9
 
2.0%
Other values (126) 271
59.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 378
83.4%
Close Punctuation 32
 
7.1%
Open Punctuation 31
 
6.8%
Space Separator 10
 
2.2%
Uppercase Letter 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 36
 
9.5%
사 17
 
4.5%
스 14
 
3.7%
회 12
 
3.2%
에 11
 
2.9%
지 10
 
2.6%
이 9
 
2.4%
부 8
 
2.1%
시 8
 
2.1%
식 7
 
1.9%
Other values (121) 246
65.1%
Uppercase Letter
ValueCountFrequency (%)
S 1
50.0%
T 1
50.0%
Close Punctuation
ValueCountFrequency (%)
) 32
100.0%
Open Punctuation
ValueCountFrequency (%)
( 31
100.0%
Space Separator
ValueCountFrequency (%)
10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 378
83.4%
Common 73
 
16.1%
Latin 2
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 36
 
9.5%
사 17
 
4.5%
스 14
 
3.7%
회 12
 
3.2%
에 11
 
2.9%
지 10
 
2.6%
이 9
 
2.4%
부 8
 
2.1%
시 8
 
2.1%
식 7
 
1.9%
Other values (121) 246
65.1%
Common
ValueCountFrequency (%)
) 32
43.8%
( 31
42.5%
10
 
13.7%
Latin
ValueCountFrequency (%)
S 1
50.0%
T 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 378
83.4%
ASCII 75
 
16.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 36
 
9.5%
사 17
 
4.5%
스 14
 
3.7%
회 12
 
3.2%
에 11
 
2.9%
지 10
 
2.6%
이 9
 
2.4%
부 8
 
2.1%
시 8
 
2.1%
식 7
 
1.9%
Other values (121) 246
65.1%
ASCII
ValueCountFrequency (%)
) 32
42.7%
( 31
41.3%
10
 
13.3%
S 1
 
1.3%
T 1
 
1.3%

영업소 주소(도로명)
Text

Distinct53
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-13T00:53:24.786350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length37
Mean length32.685185
Min length20

Characters and Unicode

Total characters1765
Distinct characters97
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique52 ?
Unique (%)96.3%

Sample

1st row부산광역시 동구 조방로49번길 18 (범일동,대흥빌딩 402호)
2nd row부산광역시 동구 조방로 39 (범일동,썬오피스텔14층1403호)
3rd row부산광역시 동구 중앙대로349번길 38, 5층 (수정동)
4th row부산광역시 동구 고관로 37 (수정동)
5th row부산광역시 동구 중앙대로 263, 국제오피스텔 20층 2003호 (초량동)
ValueCountFrequency (%)
부산광역시 54
 
16.0%
동구 54
 
16.0%
초량동 28
 
8.3%
중앙대로 10
 
3.0%
범일동 10
 
3.0%
수정동 9
 
2.7%
지하1층 5
 
1.5%
2층 5
 
1.5%
고관로 4
 
1.2%
조방로49번길 4
 
1.2%
Other values (110) 155
45.9%
2023-12-13T00:53:25.377656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
285
 
16.1%
동 111
 
6.3%
) 58
 
3.3%
( 58
 
3.3%
구 56
 
3.2%
1 56
 
3.2%
산 55
 
3.1%
광 55
 
3.1%
시 55
 
3.1%
로 54
 
3.1%
Other values (87) 922
52.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 974
55.2%
Decimal Number 314
 
17.8%
Space Separator 285
 
16.1%
Close Punctuation 58
 
3.3%
Open Punctuation 58
 
3.3%
Other Punctuation 51
 
2.9%
Dash Punctuation 19
 
1.1%
Uppercase Letter 6
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 111
 
11.4%
구 56
 
5.7%
산 55
 
5.6%
광 55
 
5.6%
시 55
 
5.6%
로 54
 
5.5%
부 54
 
5.5%
역 54
 
5.5%
초 34
 
3.5%
량 34
 
3.5%
Other values (67) 412
42.3%
Decimal Number
ValueCountFrequency (%)
1 56
17.8%
2 48
15.3%
3 48
15.3%
0 29
9.2%
6 29
9.2%
4 25
8.0%
8 21
 
6.7%
7 20
 
6.4%
5 19
 
6.1%
9 19
 
6.1%
Uppercase Letter
ValueCountFrequency (%)
B 3
50.0%
A 1
 
16.7%
T 1
 
16.7%
O 1
 
16.7%
Other Punctuation
ValueCountFrequency (%)
, 50
98.0%
/ 1
 
2.0%
Space Separator
ValueCountFrequency (%)
285
100.0%
Close Punctuation
ValueCountFrequency (%)
) 58
100.0%
Open Punctuation
ValueCountFrequency (%)
( 58
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 19
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 974
55.2%
Common 785
44.5%
Latin 6
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 111
 
11.4%
구 56
 
5.7%
산 55
 
5.6%
광 55
 
5.6%
시 55
 
5.6%
로 54
 
5.5%
부 54
 
5.5%
역 54
 
5.5%
초 34
 
3.5%
량 34
 
3.5%
Other values (67) 412
42.3%
Common
ValueCountFrequency (%)
285
36.3%
) 58
 
7.4%
( 58
 
7.4%
1 56
 
7.1%
, 50
 
6.4%
2 48
 
6.1%
3 48
 
6.1%
0 29
 
3.7%
6 29
 
3.7%
4 25
 
3.2%
Other values (6) 99
 
12.6%
Latin
ValueCountFrequency (%)
B 3
50.0%
A 1
 
16.7%
T 1
 
16.7%
O 1
 
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 974
55.2%
ASCII 791
44.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
285
36.0%
) 58
 
7.3%
( 58
 
7.3%
1 56
 
7.1%
, 50
 
6.3%
2 48
 
6.1%
3 48
 
6.1%
0 29
 
3.7%
6 29
 
3.7%
4 25
 
3.2%
Other values (10) 105
 
13.3%
Hangul
ValueCountFrequency (%)
동 111
 
11.4%
구 56
 
5.7%
산 55
 
5.6%
광 55
 
5.6%
시 55
 
5.6%
로 54
 
5.5%
부 54
 
5.5%
역 54
 
5.5%
초 34
 
3.5%
량 34
 
3.5%
Other values (67) 412
42.3%

소재지전화
Text

MISSING 

Distinct42
Distinct (%)100.0%
Missing12
Missing (%)22.2%
Memory size564.0 B
2023-12-13T00:53:25.656907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length14
Mean length13.690476
Min length13

Characters and Unicode

Total characters575
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique42 ?
Unique (%)100.0%

Sample

1st row051- 632-6182
2nd row051- 643-1101
3rd row051 -468 -8434
4th row051- 463-8636
5th row051- 441-1235
ValueCountFrequency (%)
051 41
36.3%
469 3
 
2.7%
465 2
 
1.8%
441 2
 
1.8%
461 2
 
1.8%
442 1
 
0.9%
714 1
 
0.9%
0900 1
 
0.9%
3469 1
 
0.9%
6488 1
 
0.9%
Other values (58) 58
51.3%
2023-12-13T00:53:26.163177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 84
14.6%
1 82
14.3%
71
12.3%
0 67
11.7%
5 67
11.7%
4 54
9.4%
6 44
7.7%
8 26
 
4.5%
3 25
 
4.3%
2 23
 
4.0%
Other values (2) 32
 
5.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 420
73.0%
Dash Punctuation 84
 
14.6%
Space Separator 71
 
12.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 82
19.5%
0 67
16.0%
5 67
16.0%
4 54
12.9%
6 44
10.5%
8 26
 
6.2%
3 25
 
6.0%
2 23
 
5.5%
9 17
 
4.0%
7 15
 
3.6%
Dash Punctuation
ValueCountFrequency (%)
- 84
100.0%
Space Separator
ValueCountFrequency (%)
71
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 575
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 84
14.6%
1 82
14.3%
71
12.3%
0 67
11.7%
5 67
11.7%
4 54
9.4%
6 44
7.7%
8 26
 
4.5%
3 25
 
4.3%
2 23
 
4.0%
Other values (2) 32
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 575
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 84
14.6%
1 82
14.3%
71
12.3%
0 67
11.7%
5 67
11.7%
4 54
9.4%
6 44
7.7%
8 26
 
4.5%
3 25
 
4.3%
2 23
 
4.0%
Other values (2) 32
 
5.6%

Correlations

2023-12-13T00:53:26.323164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업소명영업소 주소(도로명)소재지전화
업소명1.0001.0001.000
영업소 주소(도로명)1.0001.0001.000
소재지전화1.0001.0001.000

Missing values

2023-12-13T00:53:22.979848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:53:23.115081image/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

업종명업소명영업소 주소(도로명)소재지전화
0건물위생관리업삼부종합개발(주)부산광역시 동구 조방로49번길 18 (범일동,대흥빌딩 402호)051- 632-6182
1건물위생관리업협성개발주식회사부산광역시 동구 조방로 39 (범일동,썬오피스텔14층1403호)051- 643-1101
2건물위생관리업(주)창성개발부산광역시 동구 중앙대로349번길 38, 5층 (수정동)051 -468 -8434
3건물위생관리업한미환경공사부산광역시 동구 고관로 37 (수정동)051- 463-8636
4건물위생관리업(주)한국시엔드지부산광역시 동구 중앙대로 263, 국제오피스텔 20층 2003호 (초량동)051- 441-1235
5건물위생관리업(주)국제보안공사부산광역시 동구 조방로49번길 18-1, 5층 (범일동)051- 441-7171
6건물위생관리업(주)현대오에스시스템부산광역시 동구 중앙대로236번길 3-6 (초량동)051- 441-6100
7건물위생관리업(주)고태부산광역시 동구 중앙대로 338 (초량동,연합뉴스빌딩 6층)051- 462-5191
8건물위생관리업타워크리닝시스템부산광역시 동구 망양로875번길 39-21 (범일동)051- 462-1482
9건물위생관리업(주)두성보안공사부산광역시 동구 조방로26번길 11, 6층 603호 (범일동, 동양O/T)051 -610 -1510
업종명업소명영업소 주소(도로명)소재지전화
44건물위생관리업녹색환경부산광역시 동구 망양로 683, 지하1층 (수정동)051 -461 -0315
45건물위생관리업에스지푸드앤펀주식회사부산광역시 동구 중앙대로 297 (초량동)051 -469 -9248
46건물위생관리업(주)정인시스템부산광역시 동구 중앙대로 514, 지하1층 135호 (범일동)051 -637 -0330
47건물위생관리업(주)다온코스믹부산광역시 동구 중앙대로 270, 721호 (초량동)<NA>
48건물위생관리업부산동구지역자활센터부산광역시 동구 중앙대로 324, 성운빌딩 9층 (초량동)051 -462 -1466
49건물위생관리업청소나라부산광역시 동구 중앙대로214번길 7-5, 지하1층 (초량동)051 -464 -3515
50건물위생관리업클린에어존 부산부산광역시 동구 초량로 99, 지하1층 B101호 (초량동, 도형빌라)<NA>
51건물위생관리업주식회사 이수씨엠에스부산광역시 동구 중앙대로 263, 국제오피스텔 지상15층 1505, 1506호 (초량동)051 -465 -0227
52건물위생관리업주식회사 에이원 종합관리부산광역시 동구 중앙대로371번길 12, 조광빌딩 3층 (수정동)<NA>
53건물위생관리업주식회사 광원기업개발부산광역시 동구 중앙대로180번길 12-13, 4층 402호 (초량동)<NA>