Overview

Dataset statistics

Number of variables4
Number of observations52
Missing cells4
Missing cells (%)1.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.8 KiB
Average record size in memory34.5 B

Variable types

Categorical1
Text3

Dataset

Description부산광역시연제구_목욕업현황_20200625
Author부산광역시 연제구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15051413

Alerts

업종명 has constant value ""Constant
소재지전화 has 4 (7.7%) missing valuesMissing
업소소재지(도로명) has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:32:32.354313
Analysis finished2023-12-10 16:32:33.078729
Duration0.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size548.0 B
목욕장업
52 

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 52
100.0%

Length

2023-12-11T01:32:33.130044image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:32:33.224365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
목욕장업 52
100.0%

업소명
Text

Distinct51
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size548.0 B
2023-12-11T01:32:33.404899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length3
Mean length4.2692308
Min length3

Characters and Unicode

Total characters222
Distinct characters84
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

Unique50 ?
Unique (%)96.2%

Sample

1st row금호탕
2nd row호천탕
3rd row원천탕
4th row거제탕
5th row성원탕
ValueCountFrequency (%)
현대탕 2
 
3.7%
닥터 1
 
1.9%
시원탕 1
 
1.9%
동수탕 1
 
1.9%
옥천대중탕 1
 
1.9%
에메랄드대중탕 1
 
1.9%
엘지탕 1
 
1.9%
연수탕 1
 
1.9%
나래사우나 1
 
1.9%
그린힐사우나대중탕 1
 
1.9%
Other values (43) 43
79.6%
2023-12-11T01:32:33.713159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
탕 37
 
16.7%
대 13
 
5.9%
수 9
 
4.1%
나 7
 
3.2%
우 7
 
3.2%
츠 5
 
2.3%
포 5
 
2.3%
중 5
 
2.3%
동 5
 
2.3%
사 5
 
2.3%
Other values (74) 124
55.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 214
96.4%
Open Punctuation 2
 
0.9%
Space Separator 2
 
0.9%
Close Punctuation 2
 
0.9%
Decimal Number 2
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
탕 37
 
17.3%
대 13
 
6.1%
수 9
 
4.2%
나 7
 
3.3%
우 7
 
3.3%
츠 5
 
2.3%
포 5
 
2.3%
중 5
 
2.3%
동 5
 
2.3%
사 5
 
2.3%
Other values (69) 116
54.2%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
4 1
50.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 214
96.4%
Common 8
 
3.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
탕 37
 
17.3%
대 13
 
6.1%
수 9
 
4.2%
나 7
 
3.3%
우 7
 
3.3%
츠 5
 
2.3%
포 5
 
2.3%
중 5
 
2.3%
동 5
 
2.3%
사 5
 
2.3%
Other values (69) 116
54.2%
Common
ValueCountFrequency (%)
( 2
25.0%
2
25.0%
) 2
25.0%
2 1
12.5%
4 1
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 214
96.4%
ASCII 8
 
3.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
탕 37
 
17.3%
대 13
 
6.1%
수 9
 
4.2%
나 7
 
3.3%
우 7
 
3.3%
츠 5
 
2.3%
포 5
 
2.3%
중 5
 
2.3%
동 5
 
2.3%
사 5
 
2.3%
Other values (69) 116
54.2%
ASCII
ValueCountFrequency (%)
( 2
25.0%
2
25.0%
) 2
25.0%
2 1
12.5%
4 1
12.5%

업소소재지(도로명)
Text

UNIQUE 

Distinct52
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size548.0 B
2023-12-11T01:32:33.974145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length51
Median length40
Mean length28.096154
Min length22

Characters and Unicode

Total characters1461
Distinct characters89
Distinct categories9 ?
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 (%)100.0%

Sample

1st row부산광역시 연제구 중앙대로1066번길 31 (연산동)
2nd row부산광역시 연제구 중앙천로73번길 8 (연산동)
3rd row부산광역시 연제구 배산로11번길 11 (연산동)
4th row부산광역시 연제구 아시아드대로19번길 28 (거제동)
5th row부산광역시 연제구 과정로343번길 12 (연산동,6)
ValueCountFrequency (%)
부산광역시 52
19.3%
연제구 52
19.3%
연산동 33
 
12.2%
거제동 12
 
4.4%
13 4
 
1.5%
28 2
 
0.7%
58 2
 
0.7%
쌍미천로 2
 
0.7%
60 2
 
0.7%
고분로236번길 2
 
0.7%
Other values (102) 107
39.6%
2023-12-11T01:32:34.369632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
218
 
14.9%
연 97
 
6.6%
산 92
 
6.3%
제 72
 
4.9%
시 57
 
3.9%
동 54
 
3.7%
부 52
 
3.6%
( 52
 
3.6%
광 52
 
3.6%
역 52
 
3.6%
Other values (79) 663
45.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 890
60.9%
Decimal Number 226
 
15.5%
Space Separator 218
 
14.9%
Open Punctuation 52
 
3.6%
Close Punctuation 52
 
3.6%
Other Punctuation 16
 
1.1%
Math Symbol 3
 
0.2%
Uppercase Letter 3
 
0.2%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 97
 
10.9%
산 92
 
10.3%
제 72
 
8.1%
시 57
 
6.4%
동 54
 
6.1%
부 52
 
5.8%
광 52
 
5.8%
역 52
 
5.8%
구 52
 
5.8%
로 52
 
5.8%
Other values (60) 258
29.0%
Decimal Number
ValueCountFrequency (%)
1 49
21.7%
2 36
15.9%
3 35
15.5%
0 21
9.3%
4 18
 
8.0%
8 18
 
8.0%
6 17
 
7.5%
5 15
 
6.6%
7 11
 
4.9%
9 6
 
2.7%
Uppercase Letter
ValueCountFrequency (%)
B 1
33.3%
I 1
33.3%
G 1
33.3%
Space Separator
ValueCountFrequency (%)
218
100.0%
Open Punctuation
ValueCountFrequency (%)
( 52
100.0%
Close Punctuation
ValueCountFrequency (%)
) 52
100.0%
Other Punctuation
ValueCountFrequency (%)
, 16
100.0%
Math Symbol
ValueCountFrequency (%)
~ 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 890
60.9%
Common 568
38.9%
Latin 3
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 97
 
10.9%
산 92
 
10.3%
제 72
 
8.1%
시 57
 
6.4%
동 54
 
6.1%
부 52
 
5.8%
광 52
 
5.8%
역 52
 
5.8%
구 52
 
5.8%
로 52
 
5.8%
Other values (60) 258
29.0%
Common
ValueCountFrequency (%)
218
38.4%
( 52
 
9.2%
) 52
 
9.2%
1 49
 
8.6%
2 36
 
6.3%
3 35
 
6.2%
0 21
 
3.7%
4 18
 
3.2%
8 18
 
3.2%
6 17
 
3.0%
Other values (6) 52
 
9.2%
Latin
ValueCountFrequency (%)
B 1
33.3%
I 1
33.3%
G 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 890
60.9%
ASCII 571
39.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
218
38.2%
( 52
 
9.1%
) 52
 
9.1%
1 49
 
8.6%
2 36
 
6.3%
3 35
 
6.1%
0 21
 
3.7%
4 18
 
3.2%
8 18
 
3.2%
6 17
 
3.0%
Other values (9) 55
 
9.6%
Hangul
ValueCountFrequency (%)
연 97
 
10.9%
산 92
 
10.3%
제 72
 
8.1%
시 57
 
6.4%
동 54
 
6.1%
부 52
 
5.8%
광 52
 
5.8%
역 52
 
5.8%
구 52
 
5.8%
로 52
 
5.8%
Other values (60) 258
29.0%

소재지전화
Text

MISSING 

Distinct48
Distinct (%)100.0%
Missing4
Missing (%)7.7%
Memory size548.0 B
2023-12-11T01:32:34.616048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters576
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

Unique48 ?
Unique (%)100.0%

Sample

1st row051-864-9075
2nd row051-867-3803
3rd row051-863-7374
4th row051-504-4582
5th row051-862-1269
ValueCountFrequency (%)
051-864-9329 1
 
2.1%
051-862-1863 1
 
2.1%
051-862-7345 1
 
2.1%
051-864-8919 1
 
2.1%
051-861-4111 1
 
2.1%
051-622-7055 1
 
2.1%
051-863-1515 1
 
2.1%
051-758-2229 1
 
2.1%
051-862-0168 1
 
2.1%
051-506-6856 1
 
2.1%
Other values (38) 38
79.2%
2023-12-11T01:32:35.014795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 96
16.7%
5 87
15.1%
0 78
13.5%
1 76
13.2%
8 51
8.9%
6 51
8.9%
3 34
 
5.9%
2 29
 
5.0%
7 27
 
4.7%
9 24
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 480
83.3%
Dash Punctuation 96
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 87
18.1%
0 78
16.2%
1 76
15.8%
8 51
10.6%
6 51
10.6%
3 34
 
7.1%
2 29
 
6.0%
7 27
 
5.6%
9 24
 
5.0%
4 23
 
4.8%
Dash Punctuation
ValueCountFrequency (%)
- 96
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 576
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 96
16.7%
5 87
15.1%
0 78
13.5%
1 76
13.2%
8 51
8.9%
6 51
8.9%
3 34
 
5.9%
2 29
 
5.0%
7 27
 
4.7%
9 24
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 576
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 96
16.7%
5 87
15.1%
0 78
13.5%
1 76
13.2%
8 51
8.9%
6 51
8.9%
3 34
 
5.9%
2 29
 
5.0%
7 27
 
4.7%
9 24
 
4.2%

Correlations

2023-12-11T01:32:35.102694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업소명업소소재지(도로명)소재지전화
업소명1.0001.0001.000
업소소재지(도로명)1.0001.0001.000
소재지전화1.0001.0001.000

Missing values

2023-12-11T01:32:32.981504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:32:33.049884image/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

업종명업소명업소소재지(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
3목욕장업거제탕부산광역시 연제구 아시아드대로19번길 28 (거제동)051-504-4582
4목욕장업성원탕부산광역시 연제구 과정로343번길 12 (연산동,6)051-862-1269
5목욕장업약수탕부산광역시 연제구 중앙천로 13 (연산동)051-862-8427
6목욕장업우정탕부산광역시 연제구 아시아드대로46번길 41 (거제동)051-503-2388
7목욕장업선일(녀)탕부산광역시 연제구 금련로18번길 3 (연산동)051-868-3034
8목욕장업대림탕부산광역시 연제구 거제대로230번길 32 (거제동)051-866-1613
9목욕장업호수탕부산광역시 연제구 고분로236번길 71 (연산동)051-759-4098
업종명업소명업소소재지(도로명)소재지전화
42목욕장업대영스포렉스부산광역시 연제구 연안로 25 (연산동,지하1층~2층, 지상2층, 5층)051-757-0101
43목욕장업연산해수피아부산광역시 연제구 거제천로 258 (연산동)<NA>
44목욕장업현대탕부산광역시 연제구 여고로52번길 45 (거제동)051-503-5226
45목욕장업럭키랜드부산광역시 연제구 토곡로 39 (연산동)051-753-7009
46목욕장업대우탕부산광역시 연제구 연수로87번길 63 (연산동)051-861-3137
47목욕장업소나무헬스목욕장부산광역시 연제구 해맞이로43번길 82 (거제동)051-507-5351
48목욕장업연산스포츠센타부산광역시 연제구 연수로 191 (연산동,신일아트빌101호)051-565-8504
49목욕장업대청탕부산광역시 연제구 좌수영로 312, 2~3층 (연산동)051-929-5315
50목욕장업유림사우나부산광역시 연제구 해맞이로31번길 58, GIB메네스빌딩 4~5층 (거제동)<NA>
51목욕장업(주)경성리츠 시청지점부산광역시 연제구 연수로 103, 101동 제 지하1층 101호 (연산동, 시청스마트더블유)051-204-7667