Overview

Dataset statistics

Number of variables4
Number of observations59
Missing cells4
Missing cells (%)1.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory34.2 B

Variable types

Text3
Categorical1

Dataset

Description경상남도 양산시 안경업소 현황에 대한 데이터로 안경업소명, 소재지, 전화번호, 데이터기준일자 항목을 제공합니다.
Author경상남도 양산시
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15099903

Alerts

데이터기준일자 has constant value ""Constant
전화번호 has 4 (6.8%) missing valuesMissing

Reproduction

Analysis started2023-12-10 23:40:03.040925
Analysis finished2023-12-10 23:40:03.592276
Duration0.55 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

안경업소명
Text

Distinct57
Distinct (%)96.6%
Missing0
Missing (%)0.0%
Memory size604.0 B
2023-12-11T08:40:03.777106image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length12
Mean length8.7288136
Min length4

Characters and Unicode

Total characters515
Distinct characters114
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

Unique55 ?
Unique (%)93.2%

Sample

1st row으뜸플러스안경 양산점
2nd row다비치안경 양산점
3rd row다비치안경 보청기 양산덕계사거리점
4th row글라스바바안경 양산점
5th row지니스 안경 양산물금점
ValueCountFrequency (%)
양산점 6
 
6.6%
서창점 5
 
5.5%
양산물금점 3
 
3.3%
갤러리안경 3
 
3.3%
양산증산점 3
 
3.3%
다비치안경 3
 
3.3%
으뜸119안경 2
 
2.2%
양산덕계점 2
 
2.2%
세컨페이스 2
 
2.2%
안경 2
 
2.2%
Other values (57) 60
65.9%
2023-12-11T08:40:04.197804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
안 55
 
10.7%
경 54
 
10.5%
32
 
6.2%
점 30
 
5.8%
산 26
 
5.0%
양 19
 
3.7%
이 17
 
3.3%
스 15
 
2.9%
원 12
 
2.3%
아 10
 
1.9%
Other values (104) 245
47.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 470
91.3%
Space Separator 32
 
6.2%
Decimal Number 12
 
2.3%
Uppercase Letter 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
안 55
 
11.7%
경 54
 
11.5%
점 30
 
6.4%
산 26
 
5.5%
양 19
 
4.0%
이 17
 
3.6%
스 15
 
3.2%
원 12
 
2.6%
아 10
 
2.1%
트 10
 
2.1%
Other values (97) 222
47.2%
Decimal Number
ValueCountFrequency (%)
1 5
41.7%
0 3
25.0%
9 2
 
16.7%
8 1
 
8.3%
5 1
 
8.3%
Space Separator
ValueCountFrequency (%)
32
100.0%
Uppercase Letter
ValueCountFrequency (%)
K 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 470
91.3%
Common 44
 
8.5%
Latin 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
안 55
 
11.7%
경 54
 
11.5%
점 30
 
6.4%
산 26
 
5.5%
양 19
 
4.0%
이 17
 
3.6%
스 15
 
3.2%
원 12
 
2.6%
아 10
 
2.1%
트 10
 
2.1%
Other values (97) 222
47.2%
Common
ValueCountFrequency (%)
32
72.7%
1 5
 
11.4%
0 3
 
6.8%
9 2
 
4.5%
8 1
 
2.3%
5 1
 
2.3%
Latin
ValueCountFrequency (%)
K 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 470
91.3%
ASCII 45
 
8.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
안 55
 
11.7%
경 54
 
11.5%
점 30
 
6.4%
산 26
 
5.5%
양 19
 
4.0%
이 17
 
3.6%
스 15
 
3.2%
원 12
 
2.6%
아 10
 
2.1%
트 10
 
2.1%
Other values (97) 222
47.2%
ASCII
ValueCountFrequency (%)
32
71.1%
1 5
 
11.1%
0 3
 
6.7%
9 2
 
4.4%
8 1
 
2.2%
K 1
 
2.2%
5 1
 
2.2%

소재지
Text

Distinct57
Distinct (%)96.6%
Missing0
Missing (%)0.0%
Memory size604.0 B
2023-12-11T08:40:04.567365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length33
Mean length21
Min length15

Characters and Unicode

Total characters1239
Distinct characters115
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

Unique55 ?
Unique (%)93.2%

Sample

1st row경상남도 양산시 양산역6길 17 2층
2nd row경상남도 양산시 양산역1길 22 위너스빌딩 102호
3rd row경상남도 양산시 덕계로 85 1층
4th row경상남도 양산시 양산역5길 10 네오시티
5th row경상남도 양산시 물금읍 청운로 349 세정에스타 105호
ValueCountFrequency (%)
경상남도 59
19.8%
양산시 59
19.8%
물금읍 15
 
5.0%
덕계로 7
 
2.3%
1층 7
 
2.3%
양산역1길 4
 
1.3%
중앙로 4
 
1.3%
동면 4
 
1.3%
서창로 4
 
1.3%
증산역로 3
 
1.0%
Other values (113) 132
44.3%
2023-12-11T08:40:05.034192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
239
19.3%
산 73
 
5.9%
1 72
 
5.8%
양 68
 
5.5%
시 63
 
5.1%
상 62
 
5.0%
남 60
 
4.8%
경 59
 
4.8%
도 59
 
4.8%
로 41
 
3.3%
Other values (105) 443
35.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 780
63.0%
Space Separator 239
 
19.3%
Decimal Number 211
 
17.0%
Dash Punctuation 6
 
0.5%
Close Punctuation 1
 
0.1%
Open Punctuation 1
 
0.1%
Uppercase Letter 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 73
 
9.4%
양 68
 
8.7%
시 63
 
8.1%
상 62
 
7.9%
남 60
 
7.7%
경 59
 
7.6%
도 59
 
7.6%
로 41
 
5.3%
금 19
 
2.4%
길 17
 
2.2%
Other values (90) 259
33.2%
Decimal Number
ValueCountFrequency (%)
1 72
34.1%
3 27
 
12.8%
2 21
 
10.0%
4 18
 
8.5%
6 15
 
7.1%
7 14
 
6.6%
0 13
 
6.2%
5 12
 
5.7%
8 11
 
5.2%
9 8
 
3.8%
Space Separator
ValueCountFrequency (%)
239
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Uppercase Letter
ValueCountFrequency (%)
G 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 780
63.0%
Common 458
37.0%
Latin 1
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 73
 
9.4%
양 68
 
8.7%
시 63
 
8.1%
상 62
 
7.9%
남 60
 
7.7%
경 59
 
7.6%
도 59
 
7.6%
로 41
 
5.3%
금 19
 
2.4%
길 17
 
2.2%
Other values (90) 259
33.2%
Common
ValueCountFrequency (%)
239
52.2%
1 72
 
15.7%
3 27
 
5.9%
2 21
 
4.6%
4 18
 
3.9%
6 15
 
3.3%
7 14
 
3.1%
0 13
 
2.8%
5 12
 
2.6%
8 11
 
2.4%
Other values (4) 16
 
3.5%
Latin
ValueCountFrequency (%)
G 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 780
63.0%
ASCII 459
37.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
239
52.1%
1 72
 
15.7%
3 27
 
5.9%
2 21
 
4.6%
4 18
 
3.9%
6 15
 
3.3%
7 14
 
3.1%
0 13
 
2.8%
5 12
 
2.6%
8 11
 
2.4%
Other values (5) 17
 
3.7%
Hangul
ValueCountFrequency (%)
산 73
 
9.4%
양 68
 
8.7%
시 63
 
8.1%
상 62
 
7.9%
남 60
 
7.7%
경 59
 
7.6%
도 59
 
7.6%
로 41
 
5.3%
금 19
 
2.4%
길 17
 
2.2%
Other values (90) 259
33.2%

전화번호
Text

MISSING 

Distinct55
Distinct (%)100.0%
Missing4
Missing (%)6.8%
Memory size604.0 B
2023-12-11T08:40:05.315583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.727273
Min length12

Characters and Unicode

Total characters700
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

Unique55 ?
Unique (%)100.0%

Sample

1st row0507-1327-2256
2nd row0507-1442-0198
3rd row0507-1447-4401
4th row055-382-8846
5th row0507-1338-5001
ValueCountFrequency (%)
0507-1327-2256 1
 
1.8%
055-382-0961 1
 
1.8%
055-384-1004 1
 
1.8%
055-385-9974 1
 
1.8%
0507-1479-7170 1
 
1.8%
055-372-1525 1
 
1.8%
055-387-7002 1
 
1.8%
0507-1439-0181 1
 
1.8%
0507-1394-1062 1
 
1.8%
0507-1400-1722 1
 
1.8%
Other values (45) 45
81.8%
2023-12-11T08:40:05.782123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 127
18.1%
5 116
16.6%
- 110
15.7%
3 64
9.1%
1 57
8.1%
7 47
 
6.7%
6 46
 
6.6%
8 46
 
6.6%
2 36
 
5.1%
4 31
 
4.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 590
84.3%
Dash Punctuation 110
 
15.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 127
21.5%
5 116
19.7%
3 64
10.8%
1 57
9.7%
7 47
 
8.0%
6 46
 
7.8%
8 46
 
7.8%
2 36
 
6.1%
4 31
 
5.3%
9 20
 
3.4%
Dash Punctuation
ValueCountFrequency (%)
- 110
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 700
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 127
18.1%
5 116
16.6%
- 110
15.7%
3 64
9.1%
1 57
8.1%
7 47
 
6.7%
6 46
 
6.6%
8 46
 
6.6%
2 36
 
5.1%
4 31
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 700
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 127
18.1%
5 116
16.6%
- 110
15.7%
3 64
9.1%
1 57
8.1%
7 47
 
6.7%
6 46
 
6.6%
8 46
 
6.6%
2 36
 
5.1%
4 31
 
4.4%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size604.0 B
2022-04-20
59 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-04-20
2nd row2022-04-20
3rd row2022-04-20
4th row2022-04-20
5th row2022-04-20

Common Values

ValueCountFrequency (%)
2022-04-20 59
100.0%

Length

2023-12-11T08:40:05.917948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:40:06.029091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-04-20 59
100.0%

Correlations

2023-12-11T08:40:06.090948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
안경업소명소재지전화번호
안경업소명1.0000.9911.000
소재지0.9911.0001.000
전화번호1.0001.0001.000

Missing values

2023-12-11T08:40:03.422508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T08:40:03.550785image/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

안경업소명소재지전화번호데이터기준일자
0으뜸플러스안경 양산점경상남도 양산시 양산역6길 17 2층0507-1327-22562022-04-20
1다비치안경 양산점경상남도 양산시 양산역1길 22 위너스빌딩 102호0507-1442-01982022-04-20
2다비치안경 보청기 양산덕계사거리점경상남도 양산시 덕계로 85 1층0507-1447-44012022-04-20
3글라스바바안경 양산점경상남도 양산시 양산역5길 10 네오시티055-382-88462022-04-20
4지니스 안경 양산물금점경상남도 양산시 물금읍 청운로 349 세정에스타 105호0507-1338-50012022-04-20
5으뜸50안경 양산물금점경상남도 양산시 물금읍 삽량로 40 202호 (세종프라자)055-363-11502022-04-20
6다비치안경 양산증산역점경상남도 양산시 물금읍 증산역로 163 재승프라자 1층 115호0507-1428-13592022-04-20
7세컨페이스 양산증산신도시점경상남도 양산시 물금읍 청운로 178 아르누보시티 1층055-366-10332022-04-20
8눈사랑안경원증산점경상남도 양산시 물금읍 야리로 31055-381-81102022-04-20
9안경하는집 옥토경상남도 양산시 강변로 440 115호 1층055-913-33632022-04-20
안경업소명소재지전화번호데이터기준일자
49시선안경굿모닝보청기경상남도 양산시 중앙로 1190507-1402-10852022-04-20
50이노인안경경상남도 양산시 하북면 신평강변3길 14-10507-1347-60562022-04-20
51눈이편한안경콘텍트경상남도 양산시 상북면 상북중앙로 3540507-1493-12822022-04-20
52뉴페이스옵틱경상남도 양산시 덕계로 134<NA>2022-04-20
53아이존안경경상남도 양산시 동면 금산리 377055-366-82292022-04-20
54아이빛안경원경상남도 양산시 연호로 21055-366-10012022-04-20
551080안경경상남도 양산시 삼일로 66055-367-10802022-04-20
56보다안경콘택트경상남도 양산시 양주로 156 대동황토방 아파트상가 123동 127호055-366-80092022-04-20
57피카소안경원경상남도 양산시 덕계2길 170507-1352-23672022-04-20
58시민안경콘택트경상남도 양산시 서일동2길 56 영일약국055-367-20602022-04-20