Overview

Dataset statistics

Number of variables3
Number of observations64
Missing cells10
Missing cells (%)5.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory26.1 B

Variable types

Text3

Dataset

Description부산광역시남구안경업소현황_20230413
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3034640

Alerts

사업장전화번호 has 10 (15.6%) missing valuesMissing
사업장소재지(도로명) has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:20:03.983762
Analysis finished2023-12-10 16:20:04.385909
Duration0.4 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

안경업소명칭
Text

Distinct60
Distinct (%)93.8%
Missing0
Missing (%)0.0%
Memory size644.0 B
2023-12-11T01:20:04.544096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length15
Mean length7.546875
Min length3

Characters and Unicode

Total characters483
Distinct characters117
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

Unique58 ?
Unique (%)90.6%

Sample

1st row눈사랑안경
2nd row아이씨옵틱스
3rd row세컨페이스안경 대연점. 렌즈아이
4th row아이젠트리 대연점
5th row마이스터 안경 비젼케어
ValueCountFrequency (%)
안경원 12
 
12.1%
안경 7
 
7.1%
눈사랑안경 5
 
5.1%
안경나라 4
 
4.0%
경성대점 3
 
3.0%
대연점 2
 
2.0%
눈사랑 1
 
1.0%
참사랑 1
 
1.0%
라데팡스 1
 
1.0%
제이앤제이 1
 
1.0%
Other values (62) 62
62.6%
2023-12-11T01:20:04.846781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
경 63
 
13.0%
안 55
 
11.4%
35
 
7.2%
이 20
 
4.1%
원 20
 
4.1%
점 15
 
3.1%
아 14
 
2.9%
대 13
 
2.7%
스 10
 
2.1%
눈 9
 
1.9%
Other values (107) 229
47.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 425
88.0%
Space Separator 35
 
7.2%
Uppercase Letter 7
 
1.4%
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 63
 
14.8%
안 55
 
12.9%
이 20
 
4.7%
원 20
 
4.7%
점 15
 
3.5%
아 14
 
3.3%
대 13
 
3.1%
스 10
 
2.4%
눈 9
 
2.1%
랑 9
 
2.1%
Other values (94) 197
46.4%
Uppercase Letter
ValueCountFrequency (%)
S 1
14.3%
T 1
14.3%
P 1
14.3%
O 1
14.3%
U 1
14.3%
L 1
14.3%
G 1
14.3%
Decimal Number
ValueCountFrequency (%)
5 1
50.0%
0 1
50.0%
Space Separator
ValueCountFrequency (%)
35
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 425
88.0%
Common 51
 
10.6%
Latin 7
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 63
 
14.8%
안 55
 
12.9%
이 20
 
4.7%
원 20
 
4.7%
점 15
 
3.5%
아 14
 
3.3%
대 13
 
3.1%
스 10
 
2.4%
눈 9
 
2.1%
랑 9
 
2.1%
Other values (94) 197
46.4%
Latin
ValueCountFrequency (%)
S 1
14.3%
T 1
14.3%
P 1
14.3%
O 1
14.3%
U 1
14.3%
L 1
14.3%
G 1
14.3%
Common
ValueCountFrequency (%)
35
68.6%
) 5
 
9.8%
( 5
 
9.8%
. 4
 
7.8%
5 1
 
2.0%
0 1
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 425
88.0%
ASCII 58
 
12.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
경 63
 
14.8%
안 55
 
12.9%
이 20
 
4.7%
원 20
 
4.7%
점 15
 
3.5%
아 14
 
3.3%
대 13
 
3.1%
스 10
 
2.4%
눈 9
 
2.1%
랑 9
 
2.1%
Other values (94) 197
46.4%
ASCII
ValueCountFrequency (%)
35
60.3%
) 5
 
8.6%
( 5
 
8.6%
. 4
 
6.9%
S 1
 
1.7%
T 1
 
1.7%
P 1
 
1.7%
O 1
 
1.7%
U 1
 
1.7%
L 1
 
1.7%
Other values (3) 3
 
5.2%

사업장소재지(도로명)
Text

UNIQUE 

Distinct64
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size644.0 B
2023-12-11T01:20:05.176321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length42
Mean length27.78125
Min length20

Characters and Unicode

Total characters1778
Distinct characters130
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

Unique64 ?
Unique (%)100.0%

Sample

1st row부산광역시 남구 홍곡로 360, 401동 104호 (대연동, 대연파크푸르지오)
2nd row부산광역시 남구 문현로 56, 1층 (문현동)
3rd row부산광역시 남구 수영로 246, 1층 (대연동)
4th row부산광역시 남구 수영로 261, SK뷰힐스 상가 101호 (대연동)
5th row부산광역시 남구 분포로 145, 2층 2062호 (용호동, 더블유)
ValueCountFrequency (%)
부산광역시 64
16.8%
남구 64
16.8%
대연동 31
 
8.2%
용호동 15
 
3.9%
수영로 13
 
3.4%
1층 12
 
3.2%
용소로 8
 
2.1%
용호로 8
 
2.1%
문현동 6
 
1.6%
신선로 5
 
1.3%
Other values (120) 154
40.5%
2023-12-11T01:20:05.631195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
316
 
17.8%
동 73
 
4.1%
1 72
 
4.0%
산 67
 
3.8%
남 67
 
3.8%
) 66
 
3.7%
( 66
 
3.7%
부 66
 
3.7%
시 66
 
3.7%
역 64
 
3.6%
Other values (120) 855
48.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1022
57.5%
Space Separator 316
 
17.8%
Decimal Number 248
 
13.9%
Close Punctuation 66
 
3.7%
Open Punctuation 66
 
3.7%
Other Punctuation 42
 
2.4%
Dash Punctuation 10
 
0.6%
Uppercase Letter 8
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 73
 
7.1%
산 67
 
6.6%
남 67
 
6.6%
부 66
 
6.5%
시 66
 
6.5%
역 64
 
6.3%
로 64
 
6.3%
광 64
 
6.3%
구 64
 
6.3%
대 38
 
3.7%
Other values (100) 389
38.1%
Decimal Number
ValueCountFrequency (%)
1 72
29.0%
2 43
17.3%
0 21
 
8.5%
6 20
 
8.1%
4 20
 
8.1%
5 19
 
7.7%
3 18
 
7.3%
9 14
 
5.6%
8 11
 
4.4%
7 10
 
4.0%
Uppercase Letter
ValueCountFrequency (%)
S 3
37.5%
G 2
25.0%
E 1
 
12.5%
A 1
 
12.5%
K 1
 
12.5%
Space Separator
ValueCountFrequency (%)
316
100.0%
Close Punctuation
ValueCountFrequency (%)
) 66
100.0%
Open Punctuation
ValueCountFrequency (%)
( 66
100.0%
Other Punctuation
ValueCountFrequency (%)
, 42
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1022
57.5%
Common 748
42.1%
Latin 8
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 73
 
7.1%
산 67
 
6.6%
남 67
 
6.6%
부 66
 
6.5%
시 66
 
6.5%
역 64
 
6.3%
로 64
 
6.3%
광 64
 
6.3%
구 64
 
6.3%
대 38
 
3.7%
Other values (100) 389
38.1%
Common
ValueCountFrequency (%)
316
42.2%
1 72
 
9.6%
) 66
 
8.8%
( 66
 
8.8%
2 43
 
5.7%
, 42
 
5.6%
0 21
 
2.8%
6 20
 
2.7%
4 20
 
2.7%
5 19
 
2.5%
Other values (5) 63
 
8.4%
Latin
ValueCountFrequency (%)
S 3
37.5%
G 2
25.0%
E 1
 
12.5%
A 1
 
12.5%
K 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1022
57.5%
ASCII 756
42.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
316
41.8%
1 72
 
9.5%
) 66
 
8.7%
( 66
 
8.7%
2 43
 
5.7%
, 42
 
5.6%
0 21
 
2.8%
6 20
 
2.6%
4 20
 
2.6%
5 19
 
2.5%
Other values (10) 71
 
9.4%
Hangul
ValueCountFrequency (%)
동 73
 
7.1%
산 67
 
6.6%
남 67
 
6.6%
부 66
 
6.5%
시 66
 
6.5%
역 64
 
6.3%
로 64
 
6.3%
광 64
 
6.3%
구 64
 
6.3%
대 38
 
3.7%
Other values (100) 389
38.1%

사업장전화번호
Text

MISSING 

Distinct53
Distinct (%)98.1%
Missing10
Missing (%)15.6%
Memory size644.0 B
2023-12-11T01:20:05.874145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.037037
Min length12

Characters and Unicode

Total characters650
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 row051-627-0079
2nd row051-633-1314
3rd row051-717-2428
4th row051-621-0992
5th row051-626-3310
ValueCountFrequency (%)
051-623-7778 2
 
3.7%
051-625-0082 1
 
1.9%
051-627-0079 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 (43) 43
79.6%
2023-12-11T01:20:06.330743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 108
16.6%
0 98
15.1%
1 95
14.6%
5 74
11.4%
6 65
10.0%
2 54
8.3%
4 41
 
6.3%
7 38
 
5.8%
3 28
 
4.3%
8 27
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 542
83.4%
Dash Punctuation 108
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 98
18.1%
1 95
17.5%
5 74
13.7%
6 65
12.0%
2 54
10.0%
4 41
7.6%
7 38
 
7.0%
3 28
 
5.2%
8 27
 
5.0%
9 22
 
4.1%
Dash Punctuation
ValueCountFrequency (%)
- 108
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 650
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 108
16.6%
0 98
15.1%
1 95
14.6%
5 74
11.4%
6 65
10.0%
2 54
8.3%
4 41
 
6.3%
7 38
 
5.8%
3 28
 
4.3%
8 27
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 650
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 108
16.6%
0 98
15.1%
1 95
14.6%
5 74
11.4%
6 65
10.0%
2 54
8.3%
4 41
 
6.3%
7 38
 
5.8%
3 28
 
4.3%
8 27
 
4.2%

Correlations

2023-12-11T01:20:06.507406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
안경업소명칭사업장소재지(도로명)사업장전화번호
안경업소명칭1.0001.0000.990
사업장소재지(도로명)1.0001.0001.000
사업장전화번호0.9901.0001.000

Missing values

2023-12-11T01:20:04.300881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:20:04.360466image/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
0눈사랑안경부산광역시 남구 홍곡로 360, 401동 104호 (대연동, 대연파크푸르지오)051-627-0079
1아이씨옵틱스부산광역시 남구 문현로 56, 1층 (문현동)051-633-1314
2세컨페이스안경 대연점. 렌즈아이부산광역시 남구 수영로 246, 1층 (대연동)051-717-2428
3아이젠트리 대연점부산광역시 남구 수영로 261, SK뷰힐스 상가 101호 (대연동)<NA>
4마이스터 안경 비젼케어부산광역시 남구 분포로 145, 2층 2062호 (용호동, 더블유)051-621-0992
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
54피카소 안경부산광역시 남구 용소로 46 (대연동)051-628-2815
55뷔엔나 안경원부산광역시 남구 우암로 59-1 (감만동)051-644-5060
56연세 안경원부산광역시 남구 장고개로 6 (우암동)051-647-9009
57한독 안경원부산광역시 남구 수영로196번길 6 (대연동)051-644-1010
58노벨 안경원부산광역시 남구 유엔평화로 152-2 (용당동, 한신상가 106-1)051-626-8263
59안경나라.위드렌즈부산광역시 남구 수영로 33(문현동)<NA>
60동명OPT구내안경부산광역시 남구 신선로 428, 동명정보대학교 산학협력관동 지하1층 106호 (용당동)051-623-0540
61반도 안경원부산광역시 남구 진남로 120-4 (대연동)051-634-7467
62아이프렌즈 안경원(구. 파리안경원)부산광역시 남구 수영로 198-1 (대연동)051-625-0082
63씨 채널 안경원부산광역시 남구 못골번영로 3 (대연동)051-628-4747