Overview

Dataset statistics

Number of variables4
Number of observations40
Missing cells1
Missing cells (%)0.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 KiB
Average record size in memory35.3 B

Variable types

Categorical1
Text3

Dataset

Description공중위생업종 중 목욕시설이나 열기 또는 원적외선 등을 이용하여 땀을 낼 수 있는 시설 및 설비 서비스를 제공하는 목욕장업의 부산광역시 연제구 업소현황으로 (업체명, 주소, 전화번호)를 제공합니다.
URLhttps://www.data.go.kr/data/15051413/fileData.do

Alerts

업종명 has constant value ""Constant
소재지전화 has 1 (2.5%) missing valuesMissing
업소명 has unique valuesUnique
영업소 주소(도로명) has unique valuesUnique

Reproduction

Analysis started2023-12-12 22:47:05.893383
Analysis finished2023-12-12 22:47:06.182588
Duration0.29 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
목욕장업
40 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
목욕장업 40
100.0%

Length

2023-12-13T07:47:06.237178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:47:06.320090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
목욕장업 40
100.0%

업소명
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-13T07:47:06.522306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length3
Mean length4.675
Min length3

Characters and Unicode

Total characters187
Distinct characters81
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st row금호탕
2nd row호천탕
3rd row원천탕
4th row성원탕
5th row약수탕
ValueCountFrequency (%)
금호탕 1
 
2.2%
목림레포츠 1
 
2.2%
동수탕 1
 
2.2%
옥천대중탕 1
 
2.2%
엘지탕 1
 
2.2%
연수탕 1
 
2.2%
나래사우나 1
 
2.2%
발리24시대중사우나 1
 
2.2%
동온아쿠아 1
 
2.2%
한일레포츠 1
 
2.2%
Other values (36) 36
78.3%
2023-12-13T07:47:06.881180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
탕 26
 
13.9%
수 9
 
4.8%
대 8
 
4.3%
나 7
 
3.7%
우 6
 
3.2%
6
 
3.2%
사 5
 
2.7%
포 5
 
2.7%
스 5
 
2.7%
천 5
 
2.7%
Other values (71) 105
56.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 177
94.7%
Space Separator 6
 
3.2%
Decimal Number 2
 
1.1%
Open Punctuation 1
 
0.5%
Close Punctuation 1
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
탕 26
 
14.7%
수 9
 
5.1%
대 8
 
4.5%
나 7
 
4.0%
우 6
 
3.4%
사 5
 
2.8%
포 5
 
2.8%
스 5
 
2.8%
천 5
 
2.8%
원 4
 
2.3%
Other values (66) 97
54.8%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
4 1
50.0%
Space Separator
ValueCountFrequency (%)
6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 177
94.7%
Common 10
 
5.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
탕 26
 
14.7%
수 9
 
5.1%
대 8
 
4.5%
나 7
 
4.0%
우 6
 
3.4%
사 5
 
2.8%
포 5
 
2.8%
스 5
 
2.8%
천 5
 
2.8%
원 4
 
2.3%
Other values (66) 97
54.8%
Common
ValueCountFrequency (%)
6
60.0%
( 1
 
10.0%
) 1
 
10.0%
2 1
 
10.0%
4 1
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 177
94.7%
ASCII 10
 
5.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
탕 26
 
14.7%
수 9
 
5.1%
대 8
 
4.5%
나 7
 
4.0%
우 6
 
3.4%
사 5
 
2.8%
포 5
 
2.8%
스 5
 
2.8%
천 5
 
2.8%
원 4
 
2.3%
Other values (66) 97
54.8%
ASCII
ValueCountFrequency (%)
6
60.0%
( 1
 
10.0%
) 1
 
10.0%
2 1
 
10.0%
4 1
 
10.0%

영업소 주소(도로명)
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-13T07:47:07.251335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length51
Median length35
Mean length27.5
Min length22

Characters and Unicode

Total characters1100
Distinct characters77
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st row부산광역시 연제구 중앙대로1066번길 31 (연산동)
2nd row부산광역시 연제구 중앙천로73번길 8 (연산동)
3rd row부산광역시 연제구 배산로11번길 11 (연산동)
4th row부산광역시 연제구 과정로343번길 12 (연산동,6)
5th row부산광역시 연제구 중앙천로 13 (연산동)
ValueCountFrequency (%)
부산광역시 40
19.3%
연제구 40
19.3%
연산동 27
 
13.0%
거제동 8
 
3.9%
13 3
 
1.4%
쌍미천로 2
 
1.0%
8 2
 
1.0%
토곡로 2
 
1.0%
연수로 2
 
1.0%
고분로236번길 2
 
1.0%
Other values (79) 79
38.2%
2023-12-13T07:47:07.646914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
167
 
15.2%
연 78
 
7.1%
산 73
 
6.6%
제 53
 
4.8%
시 43
 
3.9%
동 42
 
3.8%
부 40
 
3.6%
광 40
 
3.6%
역 40
 
3.6%
구 40
 
3.6%
Other values (67) 484
44.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 673
61.2%
Decimal Number 168
 
15.3%
Space Separator 167
 
15.2%
Close Punctuation 40
 
3.6%
Open Punctuation 40
 
3.6%
Other Punctuation 10
 
0.9%
Math Symbol 1
 
0.1%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 78
11.6%
산 73
 
10.8%
제 53
 
7.9%
시 43
 
6.4%
동 42
 
6.2%
부 40
 
5.9%
광 40
 
5.9%
역 40
 
5.9%
구 40
 
5.9%
로 40
 
5.9%
Other values (51) 184
27.3%
Decimal Number
ValueCountFrequency (%)
1 39
23.2%
3 25
14.9%
2 21
12.5%
0 19
11.3%
6 14
 
8.3%
8 13
 
7.7%
4 13
 
7.7%
5 11
 
6.5%
7 10
 
6.0%
9 3
 
1.8%
Space Separator
ValueCountFrequency (%)
167
100.0%
Close Punctuation
ValueCountFrequency (%)
) 40
100.0%
Open Punctuation
ValueCountFrequency (%)
( 40
100.0%
Other Punctuation
ValueCountFrequency (%)
, 10
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 673
61.2%
Common 427
38.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 78
11.6%
산 73
 
10.8%
제 53
 
7.9%
시 43
 
6.4%
동 42
 
6.2%
부 40
 
5.9%
광 40
 
5.9%
역 40
 
5.9%
구 40
 
5.9%
로 40
 
5.9%
Other values (51) 184
27.3%
Common
ValueCountFrequency (%)
167
39.1%
) 40
 
9.4%
( 40
 
9.4%
1 39
 
9.1%
3 25
 
5.9%
2 21
 
4.9%
0 19
 
4.4%
6 14
 
3.3%
8 13
 
3.0%
4 13
 
3.0%
Other values (6) 36
 
8.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 673
61.2%
ASCII 427
38.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
167
39.1%
) 40
 
9.4%
( 40
 
9.4%
1 39
 
9.1%
3 25
 
5.9%
2 21
 
4.9%
0 19
 
4.4%
6 14
 
3.3%
8 13
 
3.0%
4 13
 
3.0%
Other values (6) 36
 
8.4%
Hangul
ValueCountFrequency (%)
연 78
11.6%
산 73
 
10.8%
제 53
 
7.9%
시 43
 
6.4%
동 42
 
6.2%
부 40
 
5.9%
광 40
 
5.9%
역 40
 
5.9%
구 40
 
5.9%
로 40
 
5.9%
Other values (51) 184
27.3%

소재지전화
Text

MISSING 

Distinct39
Distinct (%)100.0%
Missing1
Missing (%)2.5%
Memory size452.0 B
2023-12-13T07:47:07.897495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters468
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique39 ?
Unique (%)100.0%

Sample

1st row051-864-9075
2nd row051-867-3803
3rd row051-863-7374
4th row051-862-1269
5th row051-862-8427
ValueCountFrequency (%)
051-864-9075 1
 
2.6%
051-867-7401 1
 
2.6%
051-861-4111 1
 
2.6%
051-622-7055 1
 
2.6%
051-758-2229 1
 
2.6%
051-862-0168 1
 
2.6%
051-506-6856 1
 
2.6%
051-862-7345 1
 
2.6%
051-865-3266 1
 
2.6%
051-565-8504 1
 
2.6%
Other values (29) 29
74.4%
2023-12-13T07:47:08.284501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 78
16.7%
5 70
15.0%
0 64
13.7%
1 58
12.4%
8 41
8.8%
6 41
8.8%
3 29
 
6.2%
7 27
 
5.8%
2 22
 
4.7%
4 20
 
4.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 390
83.3%
Dash Punctuation 78
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 70
17.9%
0 64
16.4%
1 58
14.9%
8 41
10.5%
6 41
10.5%
3 29
7.4%
7 27
 
6.9%
2 22
 
5.6%
4 20
 
5.1%
9 18
 
4.6%
Dash Punctuation
ValueCountFrequency (%)
- 78
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 468
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 78
16.7%
5 70
15.0%
0 64
13.7%
1 58
12.4%
8 41
8.8%
6 41
8.8%
3 29
 
6.2%
7 27
 
5.8%
2 22
 
4.7%
4 20
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 468
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 78
16.7%
5 70
15.0%
0 64
13.7%
1 58
12.4%
8 41
8.8%
6 41
8.8%
3 29
 
6.2%
7 27
 
5.8%
2 22
 
4.7%
4 20
 
4.3%

Correlations

2023-12-13T07:47:08.415609image/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

2023-12-13T07:47:06.080478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:47:06.152127image/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
0목욕장업금호탕부산광역시 연제구 중앙대로1066번길 31 (연산동)051-864-9075
1목욕장업호천탕부산광역시 연제구 중앙천로73번길 8 (연산동)051-867-3803
2목욕장업원천탕부산광역시 연제구 배산로11번길 11 (연산동)051-863-7374
3목욕장업성원탕부산광역시 연제구 과정로343번길 12 (연산동,6)051-862-1269
4목욕장업약수탕부산광역시 연제구 중앙천로 13 (연산동)051-862-8427
5목욕장업배산 해조탕부산광역시 연제구 금련로18번길 3 (연산동)051-868-3034
6목욕장업호수탕부산광역시 연제구 고분로236번길 71 (연산동)051-759-4098
7목욕장업경동탕부산광역시 연제구 거제대로178번길 60 (거제동)051-865-3219
8목욕장업초원탕부산광역시 연제구 과정로344번길 26 (연산동)051-862-1863
9목욕장업정수탕부산광역시 연제구 연수로208번길 35 (연산동)051-863-0056
업종명업소명영업소 주소(도로명)소재지전화
30목욕장업한일레포츠부산광역시 연제구 쌍미천로 100 (연산동)051-867-7401
31목욕장업목림레포츠부산광역시 연제구 중앙대로1043번길 50 (연산동)051-862-9999
32목욕장업대영스포렉스부산광역시 연제구 연안로 25 (연산동,지하1층~2층, 지상2층, 5층)051-757-0101
33목욕장업연산해수피아부산광역시 연제구 거제천로 258 (연산동)051-853-7541
34목욕장업윤결 사우나부산광역시 연제구 여고로52번길 45 (거제동)051-503-5226
35목욕장업럭키랜드부산광역시 연제구 토곡로 39 (연산동)051-753-7009
36목욕장업대우탕부산광역시 연제구 연수로87번길 63 (연산동)051-861-3137
37목욕장업소나무헬스목욕장부산광역시 연제구 해맞이로43번길 82 (거제동)051-507-5351
38목욕장업연산스포츠센타부산광역시 연제구 연수로 191 (연산동,신일아트빌101호)051-565-8504
39목욕장업(주)올집 웰리빙서비스 올집사우나 시청지점부산광역시 연제구 연수로 103, 101동 제 지하1층 101호 (연산동, 시청스마트더블유)051-204-7667