Overview

Dataset statistics

Number of variables4
Number of observations32
Missing cells30
Missing cells (%)23.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.1 KiB
Average record size in memory36.0 B

Variable types

Text3
Categorical1

Dataset

Description부산광역시남구_게임제공업현황_20230913
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15045445

Alerts

업종명 is highly imbalanced (66.3%)Imbalance
전화번호 has 30 (93.8%) missing valuesMissing
영업소소재지(도로명) has unique valuesUnique

Reproduction

Analysis started2024-04-21 08:11:30.586747
Analysis finished2024-04-21 08:11:31.285968
Duration0.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

상호
Text

Distinct31
Distinct (%)96.9%
Missing0
Missing (%)0.0%
Memory size384.0 B
2024-04-21T17:11:31.874599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length11
Mean length6.5
Min length2

Characters and Unicode

Total characters208
Distinct characters94
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique30 ?
Unique (%)93.8%

Sample

1st row대연 게임랜드
2nd row황금게임랜드
3rd row투아트플스방
4th row갤러리
5th row평화게임랜드
ValueCountFrequency (%)
뽀끼노리 2
 
4.9%
황금게임랜드 1
 
2.4%
드림랜드 1
 
2.4%
오손도손 1
 
2.4%
뽑기방 1
 
2.4%
딱만언 1
 
2.4%
인형뽑기 1
 
2.4%
신대왕게임센터 1
 
2.4%
모찌게임장 1
 
2.4%
퍼니2 1
 
2.4%
Other values (30) 30
73.2%
2024-04-21T17:11:33.040673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
게 12
 
5.8%
임 12
 
5.8%
드 11
 
5.3%
랜 10
 
4.8%
9
 
4.3%
기 7
 
3.4%
뽑 7
 
3.4%
뽀 5
 
2.4%
끼 5
 
2.4%
인 4
 
1.9%
Other values (84) 126
60.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 182
87.5%
Uppercase Letter 10
 
4.8%
Space Separator 9
 
4.3%
Close Punctuation 3
 
1.4%
Open Punctuation 3
 
1.4%
Decimal Number 1
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
게 12
 
6.6%
임 12
 
6.6%
드 11
 
6.0%
랜 10
 
5.5%
기 7
 
3.8%
뽑 7
 
3.8%
뽀 5
 
2.7%
끼 5
 
2.7%
인 4
 
2.2%
방 4
 
2.2%
Other values (71) 105
57.7%
Uppercase Letter
ValueCountFrequency (%)
A 2
20.0%
H 1
10.0%
M 1
10.0%
O 1
10.0%
F 1
10.0%
U 1
10.0%
N 1
10.0%
G 1
10.0%
C 1
10.0%
Space Separator
ValueCountFrequency (%)
9
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Decimal Number
ValueCountFrequency (%)
2 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 182
87.5%
Common 16
 
7.7%
Latin 10
 
4.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
게 12
 
6.6%
임 12
 
6.6%
드 11
 
6.0%
랜 10
 
5.5%
기 7
 
3.8%
뽑 7
 
3.8%
뽀 5
 
2.7%
끼 5
 
2.7%
인 4
 
2.2%
방 4
 
2.2%
Other values (71) 105
57.7%
Latin
ValueCountFrequency (%)
A 2
20.0%
H 1
10.0%
M 1
10.0%
O 1
10.0%
F 1
10.0%
U 1
10.0%
N 1
10.0%
G 1
10.0%
C 1
10.0%
Common
ValueCountFrequency (%)
9
56.2%
) 3
 
18.8%
( 3
 
18.8%
2 1
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 182
87.5%
ASCII 26
 
12.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
게 12
 
6.6%
임 12
 
6.6%
드 11
 
6.0%
랜 10
 
5.5%
기 7
 
3.8%
뽑 7
 
3.8%
뽀 5
 
2.7%
끼 5
 
2.7%
인 4
 
2.2%
방 4
 
2.2%
Other values (71) 105
57.7%
ASCII
ValueCountFrequency (%)
9
34.6%
) 3
 
11.5%
( 3
 
11.5%
A 2
 
7.7%
2 1
 
3.8%
H 1
 
3.8%
M 1
 
3.8%
O 1
 
3.8%
F 1
 
3.8%
U 1
 
3.8%
Other values (3) 3
 
11.5%

영업소소재지(도로명)
Text

UNIQUE 

Distinct32
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size384.0 B
2024-04-21T17:11:33.928607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length34
Mean length28.65625
Min length20

Characters and Unicode

Total characters917
Distinct characters80
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

Unique32 ?
Unique (%)100.0%

Sample

1st row부산광역시 남구 수영로196번길 8, B동 2층 (대연동)
2nd row부산광역시 남구 용호로 149, 전용태한의원 2층 (용호동)
3rd row부산광역시 남구 용소로8번길 7 (대연동)
4th row부산광역시 남구 수영로 313-1 (대연동)
5th row부산광역시 남구 황령대로90번다길 8 (문현동)
ValueCountFrequency (%)
부산광역시 32
16.6%
남구 32
16.6%
대연동 15
 
7.8%
1층 10
 
5.2%
용호동 8
 
4.1%
문현동 7
 
3.6%
용소로7번길 4
 
2.1%
수영로 4
 
2.1%
6 4
 
2.1%
용소로13번길 3
 
1.6%
Other values (62) 74
38.3%
2024-04-21T17:11:35.194345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
161
 
17.6%
1 51
 
5.6%
동 39
 
4.3%
시 33
 
3.6%
남 33
 
3.6%
산 32
 
3.5%
) 32
 
3.5%
로 32
 
3.5%
부 32
 
3.5%
구 32
 
3.5%
Other values (70) 440
48.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 517
56.4%
Space Separator 161
 
17.6%
Decimal Number 142
 
15.5%
Close Punctuation 32
 
3.5%
Open Punctuation 32
 
3.5%
Other Punctuation 26
 
2.8%
Dash Punctuation 5
 
0.5%
Uppercase Letter 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 39
 
7.5%
시 33
 
6.4%
남 33
 
6.4%
산 32
 
6.2%
로 32
 
6.2%
부 32
 
6.2%
구 32
 
6.2%
역 32
 
6.2%
광 32
 
6.2%
용 21
 
4.1%
Other values (54) 199
38.5%
Decimal Number
ValueCountFrequency (%)
1 51
35.9%
3 16
 
11.3%
2 15
 
10.6%
0 11
 
7.7%
5 9
 
6.3%
7 9
 
6.3%
6 8
 
5.6%
9 8
 
5.6%
8 8
 
5.6%
4 7
 
4.9%
Space Separator
ValueCountFrequency (%)
161
100.0%
Close Punctuation
ValueCountFrequency (%)
) 32
100.0%
Open Punctuation
ValueCountFrequency (%)
( 32
100.0%
Other Punctuation
ValueCountFrequency (%)
, 26
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Uppercase Letter
ValueCountFrequency (%)
B 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 517
56.4%
Common 398
43.4%
Latin 2
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 39
 
7.5%
시 33
 
6.4%
남 33
 
6.4%
산 32
 
6.2%
로 32
 
6.2%
부 32
 
6.2%
구 32
 
6.2%
역 32
 
6.2%
광 32
 
6.2%
용 21
 
4.1%
Other values (54) 199
38.5%
Common
ValueCountFrequency (%)
161
40.5%
1 51
 
12.8%
) 32
 
8.0%
( 32
 
8.0%
, 26
 
6.5%
3 16
 
4.0%
2 15
 
3.8%
0 11
 
2.8%
5 9
 
2.3%
7 9
 
2.3%
Other values (5) 36
 
9.0%
Latin
ValueCountFrequency (%)
B 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 517
56.4%
ASCII 400
43.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
161
40.2%
1 51
 
12.8%
) 32
 
8.0%
( 32
 
8.0%
, 26
 
6.5%
3 16
 
4.0%
2 15
 
3.8%
0 11
 
2.8%
5 9
 
2.2%
7 9
 
2.2%
Other values (6) 38
 
9.5%
Hangul
ValueCountFrequency (%)
동 39
 
7.5%
시 33
 
6.4%
남 33
 
6.4%
산 32
 
6.2%
로 32
 
6.2%
부 32
 
6.2%
구 32
 
6.2%
역 32
 
6.2%
광 32
 
6.2%
용 21
 
4.1%
Other values (54) 199
38.5%

전화번호
Text

MISSING 

Distinct2
Distinct (%)100.0%
Missing30
Missing (%)93.8%
Memory size384.0 B
2024-04-21T17:11:35.735537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length10
Mean length10
Min length8

Characters and Unicode

Total characters20
Distinct characters9
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

Unique2 ?
Unique (%)100.0%

Sample

1st row625-3927
2nd row051-612-9223
ValueCountFrequency (%)
625-3927 1
50.0%
051-612-9223 1
50.0%
2024-04-21T17:11:36.706439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 5
25.0%
- 3
15.0%
6 2
 
10.0%
5 2
 
10.0%
3 2
 
10.0%
9 2
 
10.0%
1 2
 
10.0%
7 1
 
5.0%
0 1
 
5.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 17
85.0%
Dash Punctuation 3
 
15.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 5
29.4%
6 2
 
11.8%
5 2
 
11.8%
3 2
 
11.8%
9 2
 
11.8%
1 2
 
11.8%
7 1
 
5.9%
0 1
 
5.9%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 20
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 5
25.0%
- 3
15.0%
6 2
 
10.0%
5 2
 
10.0%
3 2
 
10.0%
9 2
 
10.0%
1 2
 
10.0%
7 1
 
5.0%
0 1
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 20
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 5
25.0%
- 3
15.0%
6 2
 
10.0%
5 2
 
10.0%
3 2
 
10.0%
9 2
 
10.0%
1 2
 
10.0%
7 1
 
5.0%
0 1
 
5.0%

업종명
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Memory size384.0 B
청소년게임제공업
30 
일반게임제공업
 
2

Length

Max length8
Median length8
Mean length7.9375
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row일반게임제공업
2nd row일반게임제공업
3rd row청소년게임제공업
4th row청소년게임제공업
5th row청소년게임제공업

Common Values

ValueCountFrequency (%)
청소년게임제공업 30
93.8%
일반게임제공업 2
 
6.2%

Length

2024-04-21T17:11:37.110553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T17:11:37.427681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
청소년게임제공업 30
93.8%
일반게임제공업 2
 
6.2%

Correlations

2024-04-21T17:11:37.615119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상호영업소소재지(도로명)전화번호업종명
상호1.0001.0000.0001.000
영업소소재지(도로명)1.0001.0000.0001.000
전화번호0.0000.0001.000NaN
업종명1.0001.000NaN1.000

Missing values

2024-04-21T17:11:30.962392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T17:11:31.173036image/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

상호영업소소재지(도로명)전화번호업종명
0대연 게임랜드부산광역시 남구 수영로196번길 8, B동 2층 (대연동)<NA>일반게임제공업
1황금게임랜드부산광역시 남구 용호로 149, 전용태한의원 2층 (용호동)<NA>일반게임제공업
2투아트플스방부산광역시 남구 용소로8번길 7 (대연동)<NA>청소년게임제공업
3갤러리부산광역시 남구 수영로 313-1 (대연동)625-3927청소년게임제공업
4평화게임랜드부산광역시 남구 황령대로90번다길 8 (문현동)<NA>청소년게임제공업
5히트게임랜드부산광역시 남구 용호로198번길 5 (용호동)<NA>청소년게임제공업
6대박게임랜드부산광역시 남구 용호로 191-1 (용호동)<NA>청소년게임제공업
7유엔게임랜드부산광역시 남구 석포로 132-1 (대연동)<NA>청소년게임제공업
8시티게임랜드부산광역시 남구 수영로 26, 101동 1층 102호 (문현동, 대림시티프라자)<NA>청소년게임제공업
9모펀(MOFUN)부산광역시 남구 용소로13번길 13, 4층 (대연동)<NA>청소년게임제공업
상호영업소소재지(도로명)전화번호업종명
22신대왕게임센터부산광역시 남구 용소로13번길 6, 도성빌딩 지하1층 (대연동)<NA>청소년게임제공업
23모찌게임장부산광역시 남구 수영로250번길 22, 1층 (대연동)<NA>청소년게임제공업
24퍼니2 인형샵부산광역시 남구 동명로158번길 104, 104호 (용호동)<NA>청소년게임제공업
25장난감 세상부산광역시 남구 동명로 129, 1층 (용호동)<NA>청소년게임제공업
26인형뽑기놀이(부산문현점)부산광역시 남구 지게골로 31, 137,144호 (문현동, 문현상가)<NA>청소년게임제공업
27문현뽑기방부산광역시 남구 고동골로 6, 1층 (문현동)<NA>청소년게임제공업
28뽀끼노리부산광역시 남구 동명로 113 (용호동)<NA>청소년게임제공업
29루피 인형뽑기방부산광역시 남구 진남로 196, 1층 (문현동)<NA>청소년게임제공업
30뽑기뽑기 매니아부산광역시 남구 용소로7번길 10, 1층 (대연동)<NA>청소년게임제공업
31왕미미오락실부산광역시 남구 용소로7번길 24, 1층 (대연동)<NA>청소년게임제공업