Overview

Dataset statistics

Number of variables4
Number of observations59
Missing cells8
Missing cells (%)3.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory34.2 B

Variable types

Text3
DateTime1

Dataset

Description경상남도 양산시 안경업소 현황에 대한 데이터로 안경업소명, 소재지, 전화번호, 데이터기준일자 항목을 제공합니다.
Author경상남도 양산시
URLhttps://www.data.go.kr/data/15099903/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
소재지 has 1 (1.7%) missing valuesMissing
전화번호 has 5 (8.5%) missing valuesMissing
데이터기준일자 has 2 (3.4%) missing valuesMissing
안경업소명 has unique valuesUnique

Reproduction

Analysis started2024-03-14 23:22:10.499504
Analysis finished2024-03-14 23:22:11.521057
Duration1.02 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

안경업소명
Text

UNIQUE 

Distinct59
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size600.0 B
2024-03-15T08:22:12.207013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length12
Mean length9.0847458
Min length4

Characters and Unicode

Total characters536
Distinct characters121
Distinct categories4 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique59 ?
Unique (%)100.0%

Sample

1st row으뜸플러스안경 양산점
2nd row으뜸플러스안경 물금점
3rd row으뜸플러스안경 양산물금점
4th row다비치안경 양산점
5th row다비치안경 보청기 양산덕계사거리점
ValueCountFrequency (%)
양산점 8
 
8.6%
서창점 5
 
5.4%
양산물금점 4
 
4.3%
으뜸플러스안경 3
 
3.2%
양산증산점 3
 
3.2%
다비치안경 3
 
3.2%
갤러리안경 3
 
3.2%
all바른안경 2
 
2.2%
물금점 2
 
2.2%
세컨페이스 2
 
2.2%
Other values (58) 58
62.4%
2024-03-15T08:22:13.626750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
안 54
 
10.1%
경 53
 
9.9%
35
 
6.5%
점 34
 
6.3%
산 29
 
5.4%
양 21
 
3.9%
이 19
 
3.5%
스 17
 
3.2%
원 12
 
2.2%
아 11
 
2.1%
Other values (111) 251
46.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 488
91.0%
Space Separator 35
 
6.5%
Uppercase Letter 7
 
1.3%
Decimal Number 6
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
안 54
 
11.1%
경 53
 
10.9%
점 34
 
7.0%
산 29
 
5.9%
양 21
 
4.3%
이 19
 
3.9%
스 17
 
3.5%
원 12
 
2.5%
아 11
 
2.3%
트 10
 
2.0%
Other values (103) 228
46.7%
Decimal Number
ValueCountFrequency (%)
0 3
50.0%
8 1
 
16.7%
1 1
 
16.7%
5 1
 
16.7%
Uppercase Letter
ValueCountFrequency (%)
L 4
57.1%
A 2
28.6%
K 1
 
14.3%
Space Separator
ValueCountFrequency (%)
35
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 488
91.0%
Common 41
 
7.6%
Latin 7
 
1.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
안 54
 
11.1%
경 53
 
10.9%
점 34
 
7.0%
산 29
 
5.9%
양 21
 
4.3%
이 19
 
3.9%
스 17
 
3.5%
원 12
 
2.5%
아 11
 
2.3%
트 10
 
2.0%
Other values (103) 228
46.7%
Common
ValueCountFrequency (%)
35
85.4%
0 3
 
7.3%
8 1
 
2.4%
1 1
 
2.4%
5 1
 
2.4%
Latin
ValueCountFrequency (%)
L 4
57.1%
A 2
28.6%
K 1
 
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 488
91.0%
ASCII 48
 
9.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
안 54
 
11.1%
경 53
 
10.9%
점 34
 
7.0%
산 29
 
5.9%
양 21
 
4.3%
이 19
 
3.9%
스 17
 
3.5%
원 12
 
2.5%
아 11
 
2.3%
트 10
 
2.0%
Other values (103) 228
46.7%
ASCII
ValueCountFrequency (%)
35
72.9%
L 4
 
8.3%
0 3
 
6.2%
A 2
 
4.2%
8 1
 
2.1%
1 1
 
2.1%
K 1
 
2.1%
5 1
 
2.1%

소재지
Text

MISSING 

Distinct56
Distinct (%)96.6%
Missing1
Missing (%)1.7%
Memory size600.0 B
2024-03-15T08:22:14.817055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length30
Mean length21.241379
Min length15

Characters and Unicode

Total characters1232
Distinct characters112
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

Unique54 ?
Unique (%)93.1%

Sample

1st row경상남도 양산시 양산역6길 17 2층
2nd row경남 양산시 물금읍 청운로 188 나래시티 2층 203호
3rd row경남 양산시 물금읍 청운로 188 나래시티 2층 203호
4th row경상남도 양산시 양산역1길 22 위너스빌딩 102호
5th row경상남도 양산시 덕계로 85 1층
ValueCountFrequency (%)
양산시 58
19.3%
경상남도 49
 
16.3%
물금읍 17
 
5.6%
경남 9
 
3.0%
1층 9
 
3.0%
동면 5
 
1.7%
양산역1길 4
 
1.3%
중앙로 4
 
1.3%
서창로 4
 
1.3%
덕계로 4
 
1.3%
Other values (109) 138
45.8%
2024-03-15T08:22:16.482268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
243
19.7%
1 73
 
5.9%
산 71
 
5.8%
양 66
 
5.4%
시 63
 
5.1%
경 59
 
4.8%
남 59
 
4.8%
상 51
 
4.1%
도 49
 
4.0%
로 39
 
3.2%
Other values (102) 459
37.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 763
61.9%
Space Separator 243
 
19.7%
Decimal Number 215
 
17.5%
Dash Punctuation 5
 
0.4%
Uppercase Letter 4
 
0.3%
Close Punctuation 1
 
0.1%
Open Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 71
 
9.3%
양 66
 
8.7%
시 63
 
8.3%
경 59
 
7.7%
남 59
 
7.7%
상 51
 
6.7%
도 49
 
6.4%
로 39
 
5.1%
금 21
 
2.8%
길 18
 
2.4%
Other values (85) 267
35.0%
Decimal Number
ValueCountFrequency (%)
1 73
34.0%
3 27
 
12.6%
2 24
 
11.2%
4 19
 
8.8%
0 14
 
6.5%
7 14
 
6.5%
8 13
 
6.0%
6 13
 
6.0%
5 12
 
5.6%
9 6
 
2.8%
Uppercase Letter
ValueCountFrequency (%)
L 2
50.0%
A 1
25.0%
G 1
25.0%
Space Separator
ValueCountFrequency (%)
243
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 763
61.9%
Common 465
37.7%
Latin 4
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 71
 
9.3%
양 66
 
8.7%
시 63
 
8.3%
경 59
 
7.7%
남 59
 
7.7%
상 51
 
6.7%
도 49
 
6.4%
로 39
 
5.1%
금 21
 
2.8%
길 18
 
2.4%
Other values (85) 267
35.0%
Common
ValueCountFrequency (%)
243
52.3%
1 73
 
15.7%
3 27
 
5.8%
2 24
 
5.2%
4 19
 
4.1%
0 14
 
3.0%
7 14
 
3.0%
8 13
 
2.8%
6 13
 
2.8%
5 12
 
2.6%
Other values (4) 13
 
2.8%
Latin
ValueCountFrequency (%)
L 2
50.0%
A 1
25.0%
G 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 763
61.9%
ASCII 469
38.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
243
51.8%
1 73
 
15.6%
3 27
 
5.8%
2 24
 
5.1%
4 19
 
4.1%
0 14
 
3.0%
7 14
 
3.0%
8 13
 
2.8%
6 13
 
2.8%
5 12
 
2.6%
Other values (7) 17
 
3.6%
Hangul
ValueCountFrequency (%)
산 71
 
9.3%
양 66
 
8.7%
시 63
 
8.3%
경 59
 
7.7%
남 59
 
7.7%
상 51
 
6.7%
도 49
 
6.4%
로 39
 
5.1%
금 21
 
2.8%
길 18
 
2.4%
Other values (85) 267
35.0%

전화번호
Text

MISSING 

Distinct53
Distinct (%)98.1%
Missing5
Missing (%)8.5%
Memory size600.0 B
2024-03-15T08:22:17.578614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.740741
Min length12

Characters and Unicode

Total characters688
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 row0507-1327-2256
2nd row055-387-1109
3rd row055-387-1109
4th row0507-1442-0198
5th row0507-1447-4401
ValueCountFrequency (%)
055-387-1109 2
 
3.7%
055-911-5525 1
 
1.9%
055-385-9974 1
 
1.9%
0507-1479-7170 1
 
1.9%
055-372-1525 1
 
1.9%
055-387-7002 1
 
1.9%
0507-1439-0181 1
 
1.9%
0507-1400-1722 1
 
1.9%
055-366-6200 1
 
1.9%
055-387-3854 1
 
1.9%
Other values (43) 43
79.6%
2024-03-15T08:22:18.923208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 124
18.0%
5 111
16.1%
- 108
15.7%
3 64
9.3%
1 58
8.4%
7 48
 
7.0%
8 45
 
6.5%
6 44
 
6.4%
2 36
 
5.2%
4 32
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 580
84.3%
Dash Punctuation 108
 
15.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 124
21.4%
5 111
19.1%
3 64
11.0%
1 58
10.0%
7 48
 
8.3%
8 45
 
7.8%
6 44
 
7.6%
2 36
 
6.2%
4 32
 
5.5%
9 18
 
3.1%
Dash Punctuation
ValueCountFrequency (%)
- 108
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 688
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 124
18.0%
5 111
16.1%
- 108
15.7%
3 64
9.3%
1 58
8.4%
7 48
 
7.0%
8 45
 
6.5%
6 44
 
6.4%
2 36
 
5.2%
4 32
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 688
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 124
18.0%
5 111
16.1%
- 108
15.7%
3 64
9.3%
1 58
8.4%
7 48
 
7.0%
8 45
 
6.5%
6 44
 
6.4%
2 36
 
5.2%
4 32
 
4.7%

데이터기준일자
Date

CONSTANT  MISSING 

Distinct1
Distinct (%)1.8%
Missing2
Missing (%)3.4%
Memory size600.0 B
Minimum2024-03-05 00:00:00
Maximum2024-03-05 00:00:00
2024-03-15T08:22:19.370353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T08:22:19.680357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2024-03-15T08:22:19.897012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
안경업소명소재지전화번호
안경업소명1.0001.0001.000
소재지1.0001.0001.000
전화번호1.0001.0001.000

Missing values

2024-03-15T08:22:10.966427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T08:22:11.246968image/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.
2024-03-15T08:22:11.426276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

안경업소명소재지전화번호데이터기준일자
0으뜸플러스안경 양산점경상남도 양산시 양산역6길 17 2층0507-1327-22562024-03-05
1으뜸플러스안경 물금점경남 양산시 물금읍 청운로 188 나래시티 2층 203호055-387-11092024-03-05
2으뜸플러스안경 양산물금점경남 양산시 물금읍 청운로 188 나래시티 2층 203호055-387-11092024-03-05
3다비치안경 양산점경상남도 양산시 양산역1길 22 위너스빌딩 102호0507-1442-01982024-03-05
4다비치안경 보청기 양산덕계사거리점경상남도 양산시 덕계로 85 1층0507-1447-44012024-03-05
5글라스바바안경 양산점경상남도 양산시 양산역5길 10 네오시티055-382-88462024-03-05
6으뜸50안경 양산물금점경상남도 양산시 물금읍 삽량로 40 202호 (세종프라자)055-363-11502024-03-05
7다비치안경 양산증산역점경상남도 양산시 물금읍 증산역로 163 재승프라자 1층 115호0507-1428-13592024-03-05
8세컨페이스 양산증산신도시점경상남도 양산시 물금읍 청운로 178 아르누보시티 1층055-366-10332024-03-05
9눈사랑안경원증산점경상남도 양산시 물금읍 야리로 31055-381-81102024-03-05
안경업소명소재지전화번호데이터기준일자
49피카소안경원경상남도 양산시 덕계2길 170507-1352-23672024-03-05
50시민안경콘택트경상남도 양산시 서일동2길 56 영일약국055-367-20602024-03-05
51디옵트안경경남 양산시 동면 내송내안2길 25 1층 104055-367-78572024-03-05
52다보여안경 양산점경남 양산시 삼일로 73 1층0507-1374-33982024-03-05
53ALL바른안경 양산덕계점경남 양산시 평산로 17 1층 ALL바른안경0507-1490-06662024-03-05
54ALL바른안경 양산물금점경남 양산시 물금읍 청운로 349 세정에스타 105호0507-1339-50012024-03-05
55으뜸아이안경원 증산점경남 양산시 물금읍 증산역로 177 지하1층055-911-55252024-03-05
56아이폼안경 양산점경남 양산시 물금읍 증산역로 143 지오프라자 102호0507-1432-66862024-03-05
57퍼스트페이스안경경남 양산시 하북면 신평강변3길 14-1<NA><NA>
58티케이인터내셔널<NA><NA><NA>