Overview

Dataset statistics

Number of variables3
Number of observations67
Missing cells13
Missing cells (%)6.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.7 KiB
Average record size in memory26.0 B

Variable types

Text3

Dataset

Description부산광역시남구안경업소현황_20220621
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3034640

Alerts

사업장전화번호 has 13 (19.4%) missing valuesMissing

Reproduction

Analysis started2023-12-10 16:20:08.294015
Analysis finished2023-12-10 16:20:08.978099
Duration0.68 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

안경업소명칭
Text

Distinct62
Distinct (%)92.5%
Missing0
Missing (%)0.0%
Memory size668.0 B
2023-12-11T01:20:09.183369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length15
Mean length7.5074627
Min length3

Characters and Unicode

Total characters503
Distinct characters118
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique60 ?
Unique (%)89.6%

Sample

1st row아이씨옵틱스
2nd row세컨페이스안경 대연점. 렌즈아이
3rd row아이젠트리 대연점
4th row마이스터 안경 비젼케어
5th row눈사랑안경
ValueCountFrequency (%)
안경원 14
 
13.6%
안경 7
 
6.8%
눈사랑안경 5
 
4.9%
안경나라 4
 
3.9%
경성대점 3
 
2.9%
대연점 2
 
1.9%
아이리더(구.안경나라 1
 
1.0%
동명 1
 
1.0%
제이앤제이 1
 
1.0%
문현이마트점 1
 
1.0%
Other values (64) 64
62.1%
2023-12-11T01:20:09.689355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
경 67
 
13.3%
안 60
 
11.9%
36
 
7.2%
원 24
 
4.8%
이 21
 
4.2%
아 15
 
3.0%
대 14
 
2.8%
점 14
 
2.8%
스 10
 
2.0%
눈 9
 
1.8%
Other values (108) 233
46.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 441
87.7%
Space Separator 36
 
7.2%
Uppercase Letter 7
 
1.4%
Close Punctuation 6
 
1.2%
Open Punctuation 6
 
1.2%
Other Punctuation 5
 
1.0%
Decimal Number 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
경 67
 
15.2%
안 60
 
13.6%
원 24
 
5.4%
이 21
 
4.8%
아 15
 
3.4%
대 14
 
3.2%
점 14
 
3.2%
스 10
 
2.3%
눈 9
 
2.0%
라 9
 
2.0%
Other values (95) 198
44.9%
Uppercase Letter
ValueCountFrequency (%)
O 1
14.3%
S 1
14.3%
U 1
14.3%
T 1
14.3%
P 1
14.3%
G 1
14.3%
L 1
14.3%
Decimal Number
ValueCountFrequency (%)
0 1
50.0%
5 1
50.0%
Space Separator
ValueCountFrequency (%)
36
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Other Punctuation
ValueCountFrequency (%)
. 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 441
87.7%
Common 55
 
10.9%
Latin 7
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 67
 
15.2%
안 60
 
13.6%
원 24
 
5.4%
이 21
 
4.8%
아 15
 
3.4%
대 14
 
3.2%
점 14
 
3.2%
스 10
 
2.3%
눈 9
 
2.0%
라 9
 
2.0%
Other values (95) 198
44.9%
Latin
ValueCountFrequency (%)
O 1
14.3%
S 1
14.3%
U 1
14.3%
T 1
14.3%
P 1
14.3%
G 1
14.3%
L 1
14.3%
Common
ValueCountFrequency (%)
36
65.5%
) 6
 
10.9%
( 6
 
10.9%
. 5
 
9.1%
0 1
 
1.8%
5 1
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 441
87.7%
ASCII 62
 
12.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
경 67
 
15.2%
안 60
 
13.6%
원 24
 
5.4%
이 21
 
4.8%
아 15
 
3.4%
대 14
 
3.2%
점 14
 
3.2%
스 10
 
2.3%
눈 9
 
2.0%
라 9
 
2.0%
Other values (95) 198
44.9%
ASCII
ValueCountFrequency (%)
36
58.1%
) 6
 
9.7%
( 6
 
9.7%
. 5
 
8.1%
O 1
 
1.6%
S 1
 
1.6%
U 1
 
1.6%
T 1
 
1.6%
P 1
 
1.6%
0 1
 
1.6%
Other values (3) 3
 
4.8%

사업장소재지(도로명)
Text

Distinct66
Distinct (%)98.5%
Missing0
Missing (%)0.0%
Memory size668.0 B
2023-12-11T01:20:10.040135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length43
Mean length27.626866
Min length20

Characters and Unicode

Total characters1851
Distinct characters129
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

Unique65 ?
Unique (%)97.0%

Sample

1st row부산광역시 남구 문현로 56, 1층 (문현동)
2nd row부산광역시 남구 수영로 246, 1층 (대연동)
3rd row부산광역시 남구 수영로 261, SK뷰힐스 상가 101호 (대연동)
4th row부산광역시 남구 분포로 145, 2층 2062호 (용호동, 더블유)
5th row부산광역시 남구 홍곡로 360, 대연파크푸르지오 상가 401동 104호 (대연동)
ValueCountFrequency (%)
부산광역시 67
16.9%
남구 67
16.9%
대연동 32
 
8.1%
용호동 15
 
3.8%
수영로 13
 
3.3%
1층 12
 
3.0%
용소로 9
 
2.3%
문현동 9
 
2.3%
용호로 8
 
2.0%
용당동 5
 
1.3%
Other values (123) 160
40.3%
2023-12-11T01:20:10.526518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
330
 
17.8%
동 77
 
4.2%
1 72
 
3.9%
산 70
 
3.8%
남 70
 
3.8%
) 69
 
3.7%
( 69
 
3.7%
부 69
 
3.7%
시 69
 
3.7%
로 67
 
3.6%
Other values (119) 889
48.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1069
57.8%
Space Separator 330
 
17.8%
Decimal Number 255
 
13.8%
Close Punctuation 69
 
3.7%
Open Punctuation 69
 
3.7%
Other Punctuation 41
 
2.2%
Dash Punctuation 10
 
0.5%
Uppercase Letter 8
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 77
 
7.2%
산 70
 
6.5%
남 70
 
6.5%
부 69
 
6.5%
시 69
 
6.5%
로 67
 
6.3%
구 67
 
6.3%
광 67
 
6.3%
역 67
 
6.3%
대 40
 
3.7%
Other values (99) 406
38.0%
Decimal Number
ValueCountFrequency (%)
1 72
28.2%
2 43
16.9%
4 22
 
8.6%
6 21
 
8.2%
0 21
 
8.2%
5 20
 
7.8%
3 18
 
7.1%
9 14
 
5.5%
8 12
 
4.7%
7 12
 
4.7%
Uppercase Letter
ValueCountFrequency (%)
S 3
37.5%
G 2
25.0%
K 1
 
12.5%
E 1
 
12.5%
A 1
 
12.5%
Space Separator
ValueCountFrequency (%)
330
100.0%
Close Punctuation
ValueCountFrequency (%)
) 69
100.0%
Open Punctuation
ValueCountFrequency (%)
( 69
100.0%
Other Punctuation
ValueCountFrequency (%)
, 41
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1069
57.8%
Common 774
41.8%
Latin 8
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 77
 
7.2%
산 70
 
6.5%
남 70
 
6.5%
부 69
 
6.5%
시 69
 
6.5%
로 67
 
6.3%
구 67
 
6.3%
광 67
 
6.3%
역 67
 
6.3%
대 40
 
3.7%
Other values (99) 406
38.0%
Common
ValueCountFrequency (%)
330
42.6%
1 72
 
9.3%
) 69
 
8.9%
( 69
 
8.9%
2 43
 
5.6%
, 41
 
5.3%
4 22
 
2.8%
6 21
 
2.7%
0 21
 
2.7%
5 20
 
2.6%
Other values (5) 66
 
8.5%
Latin
ValueCountFrequency (%)
S 3
37.5%
G 2
25.0%
K 1
 
12.5%
E 1
 
12.5%
A 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1069
57.8%
ASCII 782
42.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
330
42.2%
1 72
 
9.2%
) 69
 
8.8%
( 69
 
8.8%
2 43
 
5.5%
, 41
 
5.2%
4 22
 
2.8%
6 21
 
2.7%
0 21
 
2.7%
5 20
 
2.6%
Other values (10) 74
 
9.5%
Hangul
ValueCountFrequency (%)
동 77
 
7.2%
산 70
 
6.5%
남 70
 
6.5%
부 69
 
6.5%
시 69
 
6.5%
로 67
 
6.3%
구 67
 
6.3%
광 67
 
6.3%
역 67
 
6.3%
대 40
 
3.7%
Other values (99) 406
38.0%

사업장전화번호
Text

MISSING 

Distinct53
Distinct (%)98.1%
Missing13
Missing (%)19.4%
Memory size668.0 B
2023-12-11T01:20:10.806123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters648
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

Unique52 ?
Unique (%)96.3%

Sample

1st row051-633-1314
2nd row051-717-2428
3rd row051-621-0992
4th row051-626-3310
5th row051-625-6335
ValueCountFrequency (%)
051-623-7778 2
 
3.7%
051-632-0100 1
 
1.9%
051-633-1314 1
 
1.9%
051-620-1229 1
 
1.9%
051-637-8255 1
 
1.9%
051-644-0808 1
 
1.9%
051-635-1535 1
 
1.9%
051-625-6345 1
 
1.9%
051-610-1001 1
 
1.9%
051-624-4760 1
 
1.9%
Other values (43) 43
79.6%
2023-12-11T01:20:11.227342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 108
16.7%
1 98
15.1%
0 97
15.0%
5 77
11.9%
6 68
10.5%
2 54
8.3%
4 39
 
6.0%
7 29
 
4.5%
3 27
 
4.2%
8 26
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 540
83.3%
Dash Punctuation 108
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 98
18.1%
0 97
18.0%
5 77
14.3%
6 68
12.6%
2 54
10.0%
4 39
 
7.2%
7 29
 
5.4%
3 27
 
5.0%
8 26
 
4.8%
9 25
 
4.6%
Dash Punctuation
ValueCountFrequency (%)
- 108
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 648
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 108
16.7%
1 98
15.1%
0 97
15.0%
5 77
11.9%
6 68
10.5%
2 54
8.3%
4 39
 
6.0%
7 29
 
4.5%
3 27
 
4.2%
8 26
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 648
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 108
16.7%
1 98
15.1%
0 97
15.0%
5 77
11.9%
6 68
10.5%
2 54
8.3%
4 39
 
6.0%
7 29
 
4.5%
3 27
 
4.2%
8 26
 
4.0%

Correlations

2023-12-11T01:20:11.345048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
안경업소명칭사업장소재지(도로명)사업장전화번호
안경업소명칭1.0000.9970.990
사업장소재지(도로명)0.9971.0000.997
사업장전화번호0.9900.9971.000

Missing values

2023-12-11T01:20:08.822361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:20:08.938758image/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

안경업소명칭사업장소재지(도로명)사업장전화번호
0아이씨옵틱스부산광역시 남구 문현로 56, 1층 (문현동)051-633-1314
1세컨페이스안경 대연점. 렌즈아이부산광역시 남구 수영로 246, 1층 (대연동)051-717-2428
2아이젠트리 대연점부산광역시 남구 수영로 261, SK뷰힐스 상가 101호 (대연동)<NA>
3마이스터 안경 비젼케어부산광역시 남구 분포로 145, 2층 2062호 (용호동, 더블유)051-621-0992
4눈사랑안경부산광역시 남구 홍곡로 360, 대연파크푸르지오 상가 401동 104호 (대연동)<NA>
5눈사랑안경부산광역시 남구 분포로 145, 1121호 (용호동, 더블유)<NA>
6안경나라부산광역시 남구 진남로 11 (대연동)051-626-3310
7밝은 세상 안경원부산광역시 남구 문현금융로 40, 부산국제금융센터 1층 A107호 (문현동)<NA>
8아이디어안경원(부산경성대점)부산광역시 남구 수영로 299, 1층 (대연동)051-625-6335
9눈사랑안경 자이점부산광역시 남구 신선로 566, 401-108호 (용호동, GS하이츠자이 상가)051-623-7778
안경업소명칭사업장소재지(도로명)사업장전화번호
57연세 안경원부산광역시 남구 장고개로 6 (우암동)051-647-9009
58한독 안경원부산광역시 남구 수영로196번길 6 (대연동)051-644-1010
59노벨 안경원부산광역시 남구 유엔평화로 152-2 (용당동, 한신상가 106-1)051-626-8263
60안경나라.렌즈아이부산광역시 남구 수영로 33 (문현동)051-631-9009
61동명OPT구내안경부산광역시 남구 신선로 428, 동명정보대학교 산학협력관동 지하1층 106호 (용당동)051-623-0540
62반도 안경원부산광역시 남구 진남로 120-4 (대연동)051-634-7467
63대안당 안경원부산광역시 남구 전포대로67번길 8 (문현동)051-644-0929
64아이프렌즈 안경원(구. 파리안경원)부산광역시 남구 수영로 198-1 (대연동)051-625-0082
65챠밍아이 안경원(구.명성안경원)부산광역시 남구 고동골로 74 (문현동)051-632-0100
66씨 채널 안경원부산광역시 남구 못골번영로 3 (대연동)051-628-4747