Overview

Dataset statistics

Number of variables3
Number of observations66
Missing cells13
Missing cells (%)6.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.7 KiB
Average record size in memory26.0 B

Variable types

Text3

Dataset

Description남구 안경업소의 명칭, 소재지(도로명), 전화번호 등의 정보를 포함하여 각 안경업소들의 자세한 정보를 제공합니다.
Author부산광역시 남구
URLhttps://www.data.go.kr/data/3034640/fileData.do

Alerts

사업장전화번호 has 13 (19.7%) missing valuesMissing
사업장소재지(도로명) has unique valuesUnique

Reproduction

Analysis started2023-12-11 23:30:03.767721
Analysis finished2023-12-11 23:30:04.154585
Duration0.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

안경업소명칭
Text

Distinct62
Distinct (%)93.9%
Missing0
Missing (%)0.0%
Memory size660.0 B
2023-12-12T08:30:04.319306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length15
Mean length7.6666667
Min length3

Characters and Unicode

Total characters506
Distinct characters119
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 (%)90.9%

Sample

1st row세컨페이스 W스퀘어점
2nd row이노티안경 용호점
3rd row눈사랑안경
4th row아이씨옵틱스
5th row세컨페이스안경 대연점. 렌즈아이
ValueCountFrequency (%)
안경원 12
 
11.5%
안경 8
 
7.7%
눈사랑안경 5
 
4.8%
안경나라 4
 
3.8%
경성대점 3
 
2.9%
이노티안경 2
 
1.9%
대연점 2
 
1.9%
용호점 2
 
1.9%
부경대대연캠퍼스구내안경점 1
 
1.0%
마이스터안경 1
 
1.0%
Other values (64) 64
61.5%
2023-12-12T08:30:04.683803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
경 65
 
12.8%
안 57
 
11.3%
38
 
7.5%
이 22
 
4.3%
원 20
 
4.0%
점 17
 
3.4%
아 14
 
2.8%
대 13
 
2.6%
스 12
 
2.4%
라 9
 
1.8%
Other values (109) 239
47.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 444
87.7%
Space Separator 38
 
7.5%
Uppercase Letter 8
 
1.6%
Close Punctuation 5
 
1.0%
Open Punctuation 5
 
1.0%
Other Punctuation 4
 
0.8%
Decimal Number 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
경 65
 
14.6%
안 57
 
12.8%
이 22
 
5.0%
원 20
 
4.5%
점 17
 
3.8%
아 14
 
3.2%
대 13
 
2.9%
스 12
 
2.7%
라 9
 
2.0%
랑 9
 
2.0%
Other values (95) 206
46.4%
Uppercase Letter
ValueCountFrequency (%)
W 1
12.5%
O 1
12.5%
P 1
12.5%
T 1
12.5%
U 1
12.5%
S 1
12.5%
L 1
12.5%
G 1
12.5%
Decimal Number
ValueCountFrequency (%)
0 1
50.0%
5 1
50.0%
Space Separator
ValueCountFrequency (%)
38
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Other Punctuation
ValueCountFrequency (%)
. 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 444
87.7%
Common 54
 
10.7%
Latin 8
 
1.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 65
 
14.6%
안 57
 
12.8%
이 22
 
5.0%
원 20
 
4.5%
점 17
 
3.8%
아 14
 
3.2%
대 13
 
2.9%
스 12
 
2.7%
라 9
 
2.0%
랑 9
 
2.0%
Other values (95) 206
46.4%
Latin
ValueCountFrequency (%)
W 1
12.5%
O 1
12.5%
P 1
12.5%
T 1
12.5%
U 1
12.5%
S 1
12.5%
L 1
12.5%
G 1
12.5%
Common
ValueCountFrequency (%)
38
70.4%
) 5
 
9.3%
( 5
 
9.3%
. 4
 
7.4%
0 1
 
1.9%
5 1
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 444
87.7%
ASCII 62
 
12.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
경 65
 
14.6%
안 57
 
12.8%
이 22
 
5.0%
원 20
 
4.5%
점 17
 
3.8%
아 14
 
3.2%
대 13
 
2.9%
스 12
 
2.7%
라 9
 
2.0%
랑 9
 
2.0%
Other values (95) 206
46.4%
ASCII
ValueCountFrequency (%)
38
61.3%
) 5
 
8.1%
( 5
 
8.1%
. 4
 
6.5%
W 1
 
1.6%
O 1
 
1.6%
P 1
 
1.6%
T 1
 
1.6%
U 1
 
1.6%
S 1
 
1.6%
Other values (4) 4
 
6.5%

사업장소재지(도로명)
Text

UNIQUE 

Distinct66
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size660.0 B
2023-12-12T08:30:04.933345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length43
Mean length28.272727
Min length20

Characters and Unicode

Total characters1866
Distinct characters139
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

Unique66 ?
Unique (%)100.0%

Sample

1st row부산광역시 남구 분포로 145, 스퀘어동 1층 1070호 (용호동, 더블유)
2nd row부산광역시 남구 분포로 61, 빌리브센트로 B동 132호 (용호동)
3rd row부산광역시 남구 홍곡로 360, 401동 104호 (대연동, 대연파크푸르지오)
4th row부산광역시 남구 문현로 56, 1층 (문현동)
5th row부산광역시 남구 수영로 246, 1층 (대연동)
ValueCountFrequency (%)
부산광역시 66
 
16.5%
남구 66
 
16.5%
대연동 31
 
7.8%
용호동 17
 
4.3%
1층 13
 
3.3%
수영로 13
 
3.3%
용소로 8
 
2.0%
용호로 8
 
2.0%
분포로 6
 
1.5%
문현동 6
 
1.5%
Other values (128) 165
41.4%
2023-12-12T08:30:05.325942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
333
 
17.8%
동 77
 
4.1%
1 77
 
4.1%
산 69
 
3.7%
남 69
 
3.7%
) 68
 
3.6%
( 68
 
3.6%
부 68
 
3.6%
시 68
 
3.6%
로 67
 
3.6%
Other values (129) 902
48.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1062
56.9%
Space Separator 333
 
17.8%
Decimal Number 261
 
14.0%
Close Punctuation 68
 
3.6%
Open Punctuation 68
 
3.6%
Other Punctuation 46
 
2.5%
Uppercase Letter 14
 
0.8%
Dash Punctuation 10
 
0.5%
Lowercase Letter 4
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 77
 
7.3%
산 69
 
6.5%
남 69
 
6.5%
부 68
 
6.4%
시 68
 
6.4%
로 67
 
6.3%
역 66
 
6.2%
구 66
 
6.2%
광 66
 
6.2%
용 40
 
3.8%
Other values (101) 406
38.2%
Decimal Number
ValueCountFrequency (%)
1 77
29.5%
2 44
16.9%
0 23
 
8.8%
4 21
 
8.0%
6 21
 
8.0%
5 20
 
7.7%
3 19
 
7.3%
9 14
 
5.4%
7 11
 
4.2%
8 11
 
4.2%
Uppercase Letter
ValueCountFrequency (%)
S 3
21.4%
G 2
14.3%
E 2
14.3%
A 1
 
7.1%
B 1
 
7.1%
H 1
 
7.1%
W 1
 
7.1%
I 1
 
7.1%
V 1
 
7.1%
K 1
 
7.1%
Lowercase Letter
ValueCountFrequency (%)
l 2
50.0%
s 1
25.0%
i 1
25.0%
Space Separator
ValueCountFrequency (%)
333
100.0%
Close Punctuation
ValueCountFrequency (%)
) 68
100.0%
Open Punctuation
ValueCountFrequency (%)
( 68
100.0%
Other Punctuation
ValueCountFrequency (%)
, 46
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1062
56.9%
Common 786
42.1%
Latin 18
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 77
 
7.3%
산 69
 
6.5%
남 69
 
6.5%
부 68
 
6.4%
시 68
 
6.4%
로 67
 
6.3%
역 66
 
6.2%
구 66
 
6.2%
광 66
 
6.2%
용 40
 
3.8%
Other values (101) 406
38.2%
Common
ValueCountFrequency (%)
333
42.4%
1 77
 
9.8%
) 68
 
8.7%
( 68
 
8.7%
, 46
 
5.9%
2 44
 
5.6%
0 23
 
2.9%
4 21
 
2.7%
6 21
 
2.7%
5 20
 
2.5%
Other values (5) 65
 
8.3%
Latin
ValueCountFrequency (%)
S 3
16.7%
G 2
11.1%
l 2
11.1%
E 2
11.1%
A 1
 
5.6%
B 1
 
5.6%
s 1
 
5.6%
i 1
 
5.6%
H 1
 
5.6%
W 1
 
5.6%
Other values (3) 3
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1062
56.9%
ASCII 804
43.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
333
41.4%
1 77
 
9.6%
) 68
 
8.5%
( 68
 
8.5%
, 46
 
5.7%
2 44
 
5.5%
0 23
 
2.9%
4 21
 
2.6%
6 21
 
2.6%
5 20
 
2.5%
Other values (18) 83
 
10.3%
Hangul
ValueCountFrequency (%)
동 77
 
7.3%
산 69
 
6.5%
남 69
 
6.5%
부 68
 
6.4%
시 68
 
6.4%
로 67
 
6.3%
역 66
 
6.2%
구 66
 
6.2%
광 66
 
6.2%
용 40
 
3.8%
Other values (101) 406
38.2%

사업장전화번호
Text

MISSING 

Distinct52
Distinct (%)98.1%
Missing13
Missing (%)19.7%
Memory size660.0 B
2023-12-12T08:30:05.571776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters636
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

Unique51 ?
Unique (%)96.2%

Sample

1st row051-627-0079
2nd row051-633-1314
3rd row051-717-2428
4th row051-621-0992
5th row051-626-3310
ValueCountFrequency (%)
051-623-7778 2
 
3.8%
051-628-0777 1
 
1.9%
051-643-2408 1
 
1.9%
051-624-2160 1
 
1.9%
051-611-4455 1
 
1.9%
051-645-8826 1
 
1.9%
051-612-0990 1
 
1.9%
051-637-8255 1
 
1.9%
051-644-0808 1
 
1.9%
051-635-1535 1
 
1.9%
Other values (42) 42
79.2%
2023-12-12T08:30:06.012320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 106
16.7%
1 98
15.4%
0 94
14.8%
5 76
11.9%
6 65
10.2%
2 52
8.2%
4 38
 
6.0%
7 32
 
5.0%
3 27
 
4.2%
8 27
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 530
83.3%
Dash Punctuation 106
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 98
18.5%
0 94
17.7%
5 76
14.3%
6 65
12.3%
2 52
9.8%
4 38
 
7.2%
7 32
 
6.0%
3 27
 
5.1%
8 27
 
5.1%
9 21
 
4.0%
Dash Punctuation
ValueCountFrequency (%)
- 106
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 636
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 106
16.7%
1 98
15.4%
0 94
14.8%
5 76
11.9%
6 65
10.2%
2 52
8.2%
4 38
 
6.0%
7 32
 
5.0%
3 27
 
4.2%
8 27
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 636
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 106
16.7%
1 98
15.4%
0 94
14.8%
5 76
11.9%
6 65
10.2%
2 52
8.2%
4 38
 
6.0%
7 32
 
5.0%
3 27
 
4.2%
8 27
 
4.2%

Correlations

2023-12-12T08:30:06.121821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
안경업소명칭사업장소재지(도로명)사업장전화번호
안경업소명칭1.0001.0000.989
사업장소재지(도로명)1.0001.0001.000
사업장전화번호0.9891.0001.000

Missing values

2023-12-12T08:30:04.061046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T08:30:04.127563image/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
0세컨페이스 W스퀘어점부산광역시 남구 분포로 145, 스퀘어동 1층 1070호 (용호동, 더블유)<NA>
1이노티안경 용호점부산광역시 남구 분포로 61, 빌리브센트로 B동 132호 (용호동)<NA>
2눈사랑안경부산광역시 남구 홍곡로 360, 401동 104호 (대연동, 대연파크푸르지오)051-627-0079
3아이씨옵틱스부산광역시 남구 문현로 56, 1층 (문현동)051-633-1314
4세컨페이스안경 대연점. 렌즈아이부산광역시 남구 수영로 246, 1층 (대연동)051-717-2428
5아이젠트리 안경 대연점부산광역시 남구 수영로 261, 101호 (대연동, 대연 SK VIEW Hills)<NA>
6마이스터 안경 비젼케어부산광역시 남구 분포로 145, 2층 2062호 (용호동, 더블유)051-621-0992
7눈사랑안경부산광역시 남구 분포로 145, 1121호 (용호동, 더블유)<NA>
8안경나라부산광역시 남구 진남로 11 (대연동)051-626-3310
9밝은 세상 안경원부산광역시 남구 문현금융로 40, 부산국제금융센터 1층 A107호 (문현동)<NA>
안경업소명칭사업장소재지(도로명)사업장전화번호
56피카소 안경부산광역시 남구 용소로 46 (대연동)051-628-2815
57뷔엔나 안경원부산광역시 남구 우암로 59-1 (감만동)051-644-5060
58한독 안경원부산광역시 남구 수영로196번길 6 (대연동)051-644-1010
59연세 안경원부산광역시 남구 장고개로 6 (우암동)051-647-9009
60노벨 안경원부산광역시 남구 유엔평화로 152-2 (용당동, 한신상가 106-1)051-626-8263
61안경나라.위드렌즈부산광역시 남구 수영로 33(문현동)<NA>
62동명OPT구내안경부산광역시 남구 신선로 428, 동명정보대학교 산학협력관동 지하1층 106호 (용당동)051-623-0540
63반도 안경원부산광역시 남구 진남로 120-4 (대연동)051-634-7467
64아이프렌즈 안경원(구. 파리안경원)부산광역시 남구 수영로 198-1 (대연동)051-625-0082
65씨 채널 안경원부산광역시 남구 못골번영로 3 (대연동)051-628-4747