Overview

Dataset statistics

Number of variables3
Number of observations273
Missing cells125
Missing cells (%)15.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.5 KiB
Average record size in memory24.5 B

Variable types

Text3

Dataset

Description부산광역시남구_의료기기판매업소_20210621
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15051589

Alerts

영업소전화번호 has 125 (45.8%) missing valuesMissing

Reproduction

Analysis started2023-12-10 17:29:34.899029
Analysis finished2023-12-10 17:29:36.741721
Duration1.84 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

영업소명
Text

Distinct270
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2023-12-11T02:29:37.213324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length19
Mean length7.2344322
Min length2

Characters and Unicode

Total characters1975
Distinct characters315
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

Unique268 ?
Unique (%)98.2%

Sample

1st row골든나비스
2nd row주식회사 메디앤아이
3rd row더쇼핑(the shopping)
4th row주식회사 에프엔씨메디엔
5th row(주)하이프라자 용호점
ValueCountFrequency (%)
주식회사 11
 
3.1%
세븐일레븐 4
 
1.1%
gs25 4
 
1.1%
메디칼 4
 
1.1%
씨제이올리브영(주 4
 
1.1%
주)아성다이소 3
 
0.8%
medical 3
 
0.8%
대연점 3
 
0.8%
온누리 2
 
0.6%
롯데쇼핑(주 2
 
0.6%
Other values (308) 318
88.8%
2023-12-11T02:29:38.151723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
85
 
4.3%
메 75
 
3.8%
주 63
 
3.2%
디 63
 
3.2%
이 59
 
3.0%
) 58
 
2.9%
( 56
 
2.8%
스 52
 
2.6%
칼 39
 
2.0%
점 32
 
1.6%
Other values (305) 1393
70.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1560
79.0%
Uppercase Letter 134
 
6.8%
Space Separator 85
 
4.3%
Lowercase Letter 60
 
3.0%
Close Punctuation 58
 
2.9%
Open Punctuation 56
 
2.8%
Decimal Number 17
 
0.9%
Other Punctuation 5
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
메 75
 
4.8%
주 63
 
4.0%
디 63
 
4.0%
이 59
 
3.8%
스 52
 
3.3%
칼 39
 
2.5%
점 32
 
2.1%
대 29
 
1.9%
기 28
 
1.8%
사 28
 
1.8%
Other values (258) 1092
70.0%
Uppercase Letter
ValueCountFrequency (%)
S 21
15.7%
M 18
13.4%
C 9
 
6.7%
I 8
 
6.0%
G 8
 
6.0%
T 8
 
6.0%
D 8
 
6.0%
E 8
 
6.0%
A 7
 
5.2%
B 7
 
5.2%
Other values (11) 32
23.9%
Lowercase Letter
ValueCountFrequency (%)
e 7
11.7%
i 6
10.0%
p 6
10.0%
c 5
 
8.3%
a 5
 
8.3%
r 4
 
6.7%
o 4
 
6.7%
n 3
 
5.0%
m 3
 
5.0%
d 3
 
5.0%
Other values (8) 14
23.3%
Decimal Number
ValueCountFrequency (%)
2 8
47.1%
5 6
35.3%
4 3
 
17.6%
Other Punctuation
ValueCountFrequency (%)
. 3
60.0%
& 2
40.0%
Space Separator
ValueCountFrequency (%)
85
100.0%
Close Punctuation
ValueCountFrequency (%)
) 58
100.0%
Open Punctuation
ValueCountFrequency (%)
( 56
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1560
79.0%
Common 221
 
11.2%
Latin 194
 
9.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
메 75
 
4.8%
주 63
 
4.0%
디 63
 
4.0%
이 59
 
3.8%
스 52
 
3.3%
칼 39
 
2.5%
점 32
 
2.1%
대 29
 
1.9%
기 28
 
1.8%
사 28
 
1.8%
Other values (258) 1092
70.0%
Latin
ValueCountFrequency (%)
S 21
 
10.8%
M 18
 
9.3%
C 9
 
4.6%
I 8
 
4.1%
G 8
 
4.1%
T 8
 
4.1%
D 8
 
4.1%
E 8
 
4.1%
A 7
 
3.6%
B 7
 
3.6%
Other values (29) 92
47.4%
Common
ValueCountFrequency (%)
85
38.5%
) 58
26.2%
( 56
25.3%
2 8
 
3.6%
5 6
 
2.7%
4 3
 
1.4%
. 3
 
1.4%
& 2
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1560
79.0%
ASCII 415
 
21.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
85
20.5%
) 58
14.0%
( 56
13.5%
S 21
 
5.1%
M 18
 
4.3%
C 9
 
2.2%
I 8
 
1.9%
2 8
 
1.9%
G 8
 
1.9%
T 8
 
1.9%
Other values (37) 136
32.8%
Hangul
ValueCountFrequency (%)
메 75
 
4.8%
주 63
 
4.0%
디 63
 
4.0%
이 59
 
3.8%
스 52
 
3.3%
칼 39
 
2.5%
점 32
 
2.1%
대 29
 
1.9%
기 28
 
1.8%
사 28
 
1.8%
Other values (258) 1092
70.0%

영업소소재지(도로명)
Text

Distinct252
Distinct (%)92.3%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2023-12-11T02:29:38.881429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length51
Median length42
Mean length30.608059
Min length21

Characters and Unicode

Total characters8356
Distinct characters199
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

Unique234 ?
Unique (%)85.7%

Sample

1st row부산광역시 남구 황령대로319번길 128, 5층 (대연동)
2nd row부산광역시 남구 용소로14번길 23, 남프라자 5층 505호 (대연동)
3rd row부산광역시 남구 수영로 312, 21 센츄리시티 오피스텔 15층 1509호 (대연동)
4th row부산광역시 남구 유엔평화로143번길 39, 2층 (대연동)
5th row부산광역시 남구 용호로 74, LG전자 1~2층 (용호동)
ValueCountFrequency (%)
부산광역시 273
 
16.3%
남구 272
 
16.3%
대연동 131
 
7.8%
문현동 76
 
4.5%
수영로 65
 
3.9%
용호동 44
 
2.6%
1층 23
 
1.4%
2층 23
 
1.4%
312 13
 
0.8%
용호로 11
 
0.7%
Other values (408) 740
44.3%
2023-12-11T02:29:39.952442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1398
 
16.7%
동 332
 
4.0%
1 324
 
3.9%
시 291
 
3.5%
남 283
 
3.4%
부 282
 
3.4%
산 282
 
3.4%
로 275
 
3.3%
광 275
 
3.3%
역 274
 
3.3%
Other values (189) 4340
51.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4764
57.0%
Space Separator 1398
 
16.7%
Decimal Number 1374
 
16.4%
Open Punctuation 274
 
3.3%
Close Punctuation 274
 
3.3%
Other Punctuation 217
 
2.6%
Dash Punctuation 43
 
0.5%
Uppercase Letter 8
 
0.1%
Math Symbol 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 332
 
7.0%
시 291
 
6.1%
남 283
 
5.9%
부 282
 
5.9%
산 282
 
5.9%
로 275
 
5.8%
광 275
 
5.8%
역 274
 
5.8%
구 272
 
5.7%
대 187
 
3.9%
Other values (166) 2011
42.2%
Decimal Number
ValueCountFrequency (%)
1 324
23.6%
2 235
17.1%
3 165
12.0%
0 132
9.6%
4 114
 
8.3%
5 102
 
7.4%
9 89
 
6.5%
7 78
 
5.7%
8 70
 
5.1%
6 65
 
4.7%
Uppercase Letter
ValueCountFrequency (%)
B 2
25.0%
E 1
12.5%
M 1
12.5%
T 1
12.5%
C 1
12.5%
L 1
12.5%
G 1
12.5%
Space Separator
ValueCountFrequency (%)
1398
100.0%
Open Punctuation
ValueCountFrequency (%)
( 274
100.0%
Close Punctuation
ValueCountFrequency (%)
) 274
100.0%
Other Punctuation
ValueCountFrequency (%)
, 217
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 43
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4764
57.0%
Common 3584
42.9%
Latin 8
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 332
 
7.0%
시 291
 
6.1%
남 283
 
5.9%
부 282
 
5.9%
산 282
 
5.9%
로 275
 
5.8%
광 275
 
5.8%
역 274
 
5.8%
구 272
 
5.7%
대 187
 
3.9%
Other values (166) 2011
42.2%
Common
ValueCountFrequency (%)
1398
39.0%
1 324
 
9.0%
( 274
 
7.6%
) 274
 
7.6%
2 235
 
6.6%
, 217
 
6.1%
3 165
 
4.6%
0 132
 
3.7%
4 114
 
3.2%
5 102
 
2.8%
Other values (6) 349
 
9.7%
Latin
ValueCountFrequency (%)
B 2
25.0%
E 1
12.5%
M 1
12.5%
T 1
12.5%
C 1
12.5%
L 1
12.5%
G 1
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4764
57.0%
ASCII 3592
43.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1398
38.9%
1 324
 
9.0%
( 274
 
7.6%
) 274
 
7.6%
2 235
 
6.5%
, 217
 
6.0%
3 165
 
4.6%
0 132
 
3.7%
4 114
 
3.2%
5 102
 
2.8%
Other values (13) 357
 
9.9%
Hangul
ValueCountFrequency (%)
동 332
 
7.0%
시 291
 
6.1%
남 283
 
5.9%
부 282
 
5.9%
산 282
 
5.9%
로 275
 
5.8%
광 275
 
5.8%
역 274
 
5.8%
구 272
 
5.7%
대 187
 
3.9%
Other values (166) 2011
42.2%

영업소전화번호
Text

MISSING 

Distinct146
Distinct (%)98.6%
Missing125
Missing (%)45.8%
Memory size2.3 KiB
2023-12-11T02:29:40.494536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.993243
Min length9

Characters and Unicode

Total characters1775
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

Unique144 ?
Unique (%)97.3%

Sample

1st row051-607-6435
2nd row051-900-5151
3rd row051-611-7582
4th row051-523-9658
5th row051-893-7602
ValueCountFrequency (%)
051-628-7071 2
 
1.4%
051-643-8225 2
 
1.4%
051-643-0677 1
 
0.7%
051-627-9270 1
 
0.7%
051-634-1211 1
 
0.7%
051-903-1144 1
 
0.7%
051-625-2389 1
 
0.7%
051-621-5253 1
 
0.7%
051-622-5545 1
 
0.7%
051-634-6057 1
 
0.7%
Other values (136) 136
91.9%
2023-12-11T02:29:41.347602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 293
16.5%
1 278
15.7%
0 245
13.8%
5 212
11.9%
6 182
10.3%
2 147
8.3%
3 108
 
6.1%
7 95
 
5.4%
4 82
 
4.6%
8 78
 
4.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1482
83.5%
Dash Punctuation 293
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 278
18.8%
0 245
16.5%
5 212
14.3%
6 182
12.3%
2 147
9.9%
3 108
 
7.3%
7 95
 
6.4%
4 82
 
5.5%
8 78
 
5.3%
9 55
 
3.7%
Dash Punctuation
ValueCountFrequency (%)
- 293
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1775
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 293
16.5%
1 278
15.7%
0 245
13.8%
5 212
11.9%
6 182
10.3%
2 147
8.3%
3 108
 
6.1%
7 95
 
5.4%
4 82
 
4.6%
8 78
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1775
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 293
16.5%
1 278
15.7%
0 245
13.8%
5 212
11.9%
6 182
10.3%
2 147
8.3%
3 108
 
6.1%
7 95
 
5.4%
4 82
 
4.6%
8 78
 
4.4%

Missing values

2023-12-11T02:29:36.252744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:29:36.643241image/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

영업소명영업소소재지(도로명)영업소전화번호
0골든나비스부산광역시 남구 황령대로319번길 128, 5층 (대연동)<NA>
1주식회사 메디앤아이부산광역시 남구 용소로14번길 23, 남프라자 5층 505호 (대연동)<NA>
2더쇼핑(the shopping)부산광역시 남구 수영로 312, 21 센츄리시티 오피스텔 15층 1509호 (대연동)<NA>
3주식회사 에프엔씨메디엔부산광역시 남구 유엔평화로143번길 39, 2층 (대연동)051-607-6435
4(주)하이프라자 용호점부산광역시 남구 용호로 74, LG전자 1~2층 (용호동)<NA>
5쓰리에이치부산광역시 남구 수영로 223, 삼창빌딩 2층 (대연동)<NA>
6(주)하이프라자부산광역시 남구 수영로 178, 하이프라자대연점 1~3층 (대연동)<NA>
7유진메디컬부산광역시 남구 수영로 233, 민석빌딩 7층 703호 (대연동)<NA>
8JM메드부산광역시 남구 전포대로92번길 27, 4층 C호 (문현동, 부산빌딩)<NA>
9주식회사 해피하이부산광역시 남구 수영로 237, 대연메디타워 501호 (대연동)<NA>
영업소명영업소소재지(도로명)영업소전화번호
263에스케이덴탈부산광역시 남구 문현로 56, 2층 (문현동, 재건넘치는교회)051-633-2305
264해피드림부산광역시 남구 수영로219번길 15 (대연동)051-626-5256
265바다메디칼부산광역시 남구 수영로366번길 34 (대연동)<NA>
266선우시스템부산광역시 남구 자성로 152 (문현동)051-636-6881
267비겐의료기부산광역시 남구 수영로39번길 23 (문현동)051-646-3070
268센투리메디칼부산광역시 남구 수영로 12, 208호 (문현동, 세종그랑시아아파트)051-442-2131
269모던의료기부산광역시 남구 신선로329번길 20, 1, 2층 (용당동, 영재어린이집)051-635-0985
270대원의료기부산광역시 남구 진남로 176-1 (문현동)051-642-8489
271(주) 이선메드부산광역시 남구 수영로 286, 지하1층 (대연동)051-627-8037
272영진치과재료상사부산광역시 남구 남동천로 18 (문현동)051-642-7940