Overview

Dataset statistics

Number of variables4
Number of observations338
Missing cells234
Missing cells (%)17.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.0 KiB
Average record size in memory33.4 B

Variable types

Numeric1
Text3

Dataset

Description부산광역시_기장군_의료기기_판매업현황_20230923
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15053855

Alerts

영업소전화번호 has 234 (69.2%) missing valuesMissing
순번 has unique valuesUnique
영업소명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:37:59.610438
Analysis finished2023-12-10 17:38:00.644851
Duration1.03 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct338
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean169.5
Minimum1
Maximum338
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.1 KiB
2023-12-11T02:38:00.765012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile17.85
Q185.25
median169.5
Q3253.75
95-th percentile321.15
Maximum338
Range337
Interquartile range (IQR)168.5

Descriptive statistics

Standard deviation97.716426
Coefficient of variation (CV)0.57649809
Kurtosis-1.2
Mean169.5
Median Absolute Deviation (MAD)84.5
Skewness0
Sum57291
Variance9548.5
MonotonicityStrictly increasing
2023-12-11T02:38:01.037753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.3%
224 1
 
0.3%
232 1
 
0.3%
231 1
 
0.3%
230 1
 
0.3%
229 1
 
0.3%
228 1
 
0.3%
227 1
 
0.3%
226 1
 
0.3%
225 1
 
0.3%
Other values (328) 328
97.0%
ValueCountFrequency (%)
1 1
0.3%
2 1
0.3%
3 1
0.3%
4 1
0.3%
5 1
0.3%
6 1
0.3%
7 1
0.3%
8 1
0.3%
9 1
0.3%
10 1
0.3%
ValueCountFrequency (%)
338 1
0.3%
337 1
0.3%
336 1
0.3%
335 1
0.3%
334 1
0.3%
333 1
0.3%
332 1
0.3%
331 1
0.3%
330 1
0.3%
329 1
0.3%

영업소명
Text

UNIQUE 

Distinct338
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.8 KiB
2023-12-11T02:38:01.469122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length17
Mean length8.9585799
Min length2

Characters and Unicode

Total characters3028
Distinct characters352
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

Unique338 ?
Unique (%)100.0%

Sample

1st row이리스피트니스
2nd row이마트24 정관꿈의행복타운점
3rd rowGS25 정관스카이점
4th rowGS25 정관스위트점
5th rowGS25 정관네오점
ValueCountFrequency (%)
gs25 43
 
8.1%
cu 17
 
3.2%
세븐일레븐 17
 
3.2%
씨유 15
 
2.8%
주식회사 10
 
1.9%
지에스25 7
 
1.3%
정관점 6
 
1.1%
기장점 6
 
1.1%
이마트24 6
 
1.1%
만물백화점 3
 
0.6%
Other values (380) 398
75.4%
2023-12-11T02:38:02.061307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
190
 
6.3%
점 171
 
5.6%
이 87
 
2.9%
기 83
 
2.7%
장 78
 
2.6%
2 74
 
2.4%
스 74
 
2.4%
정 71
 
2.3%
관 65
 
2.1%
5 60
 
2.0%
Other values (342) 2075
68.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2335
77.1%
Uppercase Letter 207
 
6.8%
Space Separator 190
 
6.3%
Decimal Number 158
 
5.2%
Open Punctuation 45
 
1.5%
Close Punctuation 45
 
1.5%
Lowercase Letter 39
 
1.3%
Other Punctuation 7
 
0.2%
Dash Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 171
 
7.3%
이 87
 
3.7%
기 83
 
3.6%
장 78
 
3.3%
스 74
 
3.2%
정 71
 
3.0%
관 65
 
2.8%
일 53
 
2.3%
산 53
 
2.3%
주 51
 
2.2%
Other values (292) 1549
66.3%
Uppercase Letter
ValueCountFrequency (%)
S 54
26.1%
G 50
24.2%
C 31
15.0%
U 24
11.6%
H 6
 
2.9%
M 5
 
2.4%
A 5
 
2.4%
E 5
 
2.4%
R 3
 
1.4%
P 3
 
1.4%
Other values (11) 21
 
10.1%
Lowercase Letter
ValueCountFrequency (%)
e 5
12.8%
m 4
 
10.3%
o 3
 
7.7%
a 3
 
7.7%
u 3
 
7.7%
l 2
 
5.1%
p 2
 
5.1%
y 2
 
5.1%
n 2
 
5.1%
d 2
 
5.1%
Other values (7) 11
28.2%
Decimal Number
ValueCountFrequency (%)
2 74
46.8%
5 60
38.0%
1 9
 
5.7%
4 8
 
5.1%
3 7
 
4.4%
Other Punctuation
ValueCountFrequency (%)
& 3
42.9%
. 3
42.9%
# 1
 
14.3%
Space Separator
ValueCountFrequency (%)
190
100.0%
Open Punctuation
ValueCountFrequency (%)
( 45
100.0%
Close Punctuation
ValueCountFrequency (%)
) 45
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2335
77.1%
Common 447
 
14.8%
Latin 246
 
8.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 171
 
7.3%
이 87
 
3.7%
기 83
 
3.6%
장 78
 
3.3%
스 74
 
3.2%
정 71
 
3.0%
관 65
 
2.8%
일 53
 
2.3%
산 53
 
2.3%
주 51
 
2.2%
Other values (292) 1549
66.3%
Latin
ValueCountFrequency (%)
S 54
22.0%
G 50
20.3%
C 31
12.6%
U 24
9.8%
H 6
 
2.4%
M 5
 
2.0%
e 5
 
2.0%
A 5
 
2.0%
E 5
 
2.0%
m 4
 
1.6%
Other values (28) 57
23.2%
Common
ValueCountFrequency (%)
190
42.5%
2 74
 
16.6%
5 60
 
13.4%
( 45
 
10.1%
) 45
 
10.1%
1 9
 
2.0%
4 8
 
1.8%
3 7
 
1.6%
& 3
 
0.7%
. 3
 
0.7%
Other values (2) 3
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2335
77.1%
ASCII 693
 
22.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
190
27.4%
2 74
 
10.7%
5 60
 
8.7%
S 54
 
7.8%
G 50
 
7.2%
( 45
 
6.5%
) 45
 
6.5%
C 31
 
4.5%
U 24
 
3.5%
1 9
 
1.3%
Other values (40) 111
16.0%
Hangul
ValueCountFrequency (%)
점 171
 
7.3%
이 87
 
3.7%
기 83
 
3.6%
장 78
 
3.3%
스 74
 
3.2%
정 71
 
3.0%
관 65
 
2.8%
일 53
 
2.3%
산 53
 
2.3%
주 51
 
2.2%
Other values (292) 1549
66.3%

영업소소재지(도로명)
Text

Distinct328
Distinct (%)97.0%
Missing0
Missing (%)0.0%
Memory size2.8 KiB
2023-12-11T02:38:02.512311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length46
Mean length30.973373
Min length20

Characters and Unicode

Total characters10469
Distinct characters233
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique319 ?
Unique (%)94.4%

Sample

1st row부산광역시 기장군 정관읍 정관2로 39-14, 7층
2nd row부산광역시 기장군 정관읍 정관1로 18, 상가B 124동 105,106호 (이지 더원1차 아파트)
3rd row부산광역시 기장군 정관읍 정관로 595, 107호
4th row부산광역시 기장군 정관읍 정관3로 23, 303동 B110호 (정관동일스위트 2차)
5th row부산광역시 기장군 정관읍 정관8로 28, 1층
ValueCountFrequency (%)
부산광역시 338
 
15.1%
기장군 338
 
15.1%
기장읍 141
 
6.3%
정관읍 109
 
4.9%
1층 79
 
3.5%
일광읍 43
 
1.9%
정관로 35
 
1.6%
장안읍 30
 
1.3%
2층 18
 
0.8%
차성로 16
 
0.7%
Other values (543) 1087
48.7%
2023-12-11T02:38:03.215384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1899
 
18.1%
장 556
 
5.3%
기 515
 
4.9%
1 466
 
4.5%
광 404
 
3.9%
산 388
 
3.7%
부 366
 
3.5%
시 360
 
3.4%
군 338
 
3.2%
역 338
 
3.2%
Other values (223) 4839
46.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6271
59.9%
Space Separator 1899
 
18.1%
Decimal Number 1791
 
17.1%
Other Punctuation 256
 
2.4%
Open Punctuation 79
 
0.8%
Close Punctuation 79
 
0.8%
Dash Punctuation 59
 
0.6%
Uppercase Letter 26
 
0.2%
Lowercase Letter 7
 
0.1%
Math Symbol 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 556
 
8.9%
기 515
 
8.2%
광 404
 
6.4%
산 388
 
6.2%
부 366
 
5.8%
시 360
 
5.7%
군 338
 
5.4%
역 338
 
5.4%
읍 330
 
5.3%
로 303
 
4.8%
Other values (196) 2373
37.8%
Decimal Number
ValueCountFrequency (%)
1 466
26.0%
2 294
16.4%
0 222
12.4%
3 155
 
8.7%
5 153
 
8.5%
4 127
 
7.1%
8 101
 
5.6%
6 100
 
5.6%
7 90
 
5.0%
9 83
 
4.6%
Uppercase Letter
ValueCountFrequency (%)
B 13
50.0%
A 6
23.1%
C 2
 
7.7%
G 2
 
7.7%
S 2
 
7.7%
T 1
 
3.8%
Lowercase Letter
ValueCountFrequency (%)
e 3
42.9%
y 1
 
14.3%
d 1
 
14.3%
a 1
 
14.3%
o 1
 
14.3%
Space Separator
ValueCountFrequency (%)
1899
100.0%
Other Punctuation
ValueCountFrequency (%)
, 256
100.0%
Open Punctuation
ValueCountFrequency (%)
( 79
100.0%
Close Punctuation
ValueCountFrequency (%)
) 79
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 59
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6271
59.9%
Common 4165
39.8%
Latin 33
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 556
 
8.9%
기 515
 
8.2%
광 404
 
6.4%
산 388
 
6.2%
부 366
 
5.8%
시 360
 
5.7%
군 338
 
5.4%
역 338
 
5.4%
읍 330
 
5.3%
로 303
 
4.8%
Other values (196) 2373
37.8%
Common
ValueCountFrequency (%)
1899
45.6%
1 466
 
11.2%
2 294
 
7.1%
, 256
 
6.1%
0 222
 
5.3%
3 155
 
3.7%
5 153
 
3.7%
4 127
 
3.0%
8 101
 
2.4%
6 100
 
2.4%
Other values (6) 392
 
9.4%
Latin
ValueCountFrequency (%)
B 13
39.4%
A 6
18.2%
e 3
 
9.1%
C 2
 
6.1%
G 2
 
6.1%
S 2
 
6.1%
y 1
 
3.0%
d 1
 
3.0%
a 1
 
3.0%
T 1
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6271
59.9%
ASCII 4198
40.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1899
45.2%
1 466
 
11.1%
2 294
 
7.0%
, 256
 
6.1%
0 222
 
5.3%
3 155
 
3.7%
5 153
 
3.6%
4 127
 
3.0%
8 101
 
2.4%
6 100
 
2.4%
Other values (17) 425
 
10.1%
Hangul
ValueCountFrequency (%)
장 556
 
8.9%
기 515
 
8.2%
광 404
 
6.4%
산 388
 
6.2%
부 366
 
5.8%
시 360
 
5.7%
군 338
 
5.4%
역 338
 
5.4%
읍 330
 
5.3%
로 303
 
4.8%
Other values (196) 2373
37.8%

영업소전화번호
Text

MISSING 

Distinct101
Distinct (%)97.1%
Missing234
Missing (%)69.2%
Memory size2.8 KiB
2023-12-11T02:38:03.560848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.980769
Min length9

Characters and Unicode

Total characters1246
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

Unique98 ?
Unique (%)94.2%

Sample

1st row051-728-4683
2nd row051-728-4288
3rd row051-727-0080
4th row070-1664-4069
5th row051-727-1966
ValueCountFrequency (%)
051-724-2353 2
 
1.9%
051-516-8950 2
 
1.9%
070-7335-3781 2
 
1.9%
051-722-0115 1
 
1.0%
051-724-2706 1
 
1.0%
051-723-5273 1
 
1.0%
051-727-7896 1
 
1.0%
051-727-7001 1
 
1.0%
051-721-0540 1
 
1.0%
051-724-6094 1
 
1.0%
Other values (91) 91
87.5%
2023-12-11T02:38:04.145718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 205
16.5%
0 190
15.2%
1 166
13.3%
5 152
12.2%
7 135
10.8%
2 132
10.6%
4 64
 
5.1%
8 54
 
4.3%
3 51
 
4.1%
9 50
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1041
83.5%
Dash Punctuation 205
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 190
18.3%
1 166
15.9%
5 152
14.6%
7 135
13.0%
2 132
12.7%
4 64
 
6.1%
8 54
 
5.2%
3 51
 
4.9%
9 50
 
4.8%
6 47
 
4.5%
Dash Punctuation
ValueCountFrequency (%)
- 205
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1246
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 205
16.5%
0 190
15.2%
1 166
13.3%
5 152
12.2%
7 135
10.8%
2 132
10.6%
4 64
 
5.1%
8 54
 
4.3%
3 51
 
4.1%
9 50
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1246
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 205
16.5%
0 190
15.2%
1 166
13.3%
5 152
12.2%
7 135
10.8%
2 132
10.6%
4 64
 
5.1%
8 54
 
4.3%
3 51
 
4.1%
9 50
 
4.0%

Interactions

2023-12-11T02:38:00.195204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T02:38:00.420344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:38:00.581936image/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

순번영업소명영업소소재지(도로명)영업소전화번호
01이리스피트니스부산광역시 기장군 정관읍 정관2로 39-14, 7층<NA>
12이마트24 정관꿈의행복타운점부산광역시 기장군 정관읍 정관1로 18, 상가B 124동 105,106호 (이지 더원1차 아파트)<NA>
23GS25 정관스카이점부산광역시 기장군 정관읍 정관로 595, 107호<NA>
34GS25 정관스위트점부산광역시 기장군 정관읍 정관3로 23, 303동 B110호 (정관동일스위트 2차)051-728-4683
45GS25 정관네오점부산광역시 기장군 정관읍 정관8로 28, 1층051-728-4288
56씨제이올리브영(주) 부산일광점부산광역시 기장군 일광읍 해송1로 4, 1층<NA>
67세븐일레븐 부산일광테라스힐점부산광역시 기장군 일광읍 해빛3로 115, 1층<NA>
78킵코주식회사부산광역시 기장군 정관읍 정관2로 9, 202동 1206호 (이지 더원 2차 아파트)<NA>
89안가부산광역시 기장군 정관읍 정관3로 51, 210동 402호 (정관롯데캐슬2차)<NA>
910세븐일레븐 부산일광센트럴베이점부산광역시 기장군 일광읍 해빛1로 61, 상가동 111호 (금호 센트럴베이 행복주택 일광)<NA>
순번영업소명영업소소재지(도로명)영업소전화번호
328329(주)티앤에스부산광역시 기장군 기장읍 청강로85번길 88-9051-621-4517
329330(주)에스와이에스리테일 기장점부산광역시 기장군 기장읍 차성로 314, 전자랜드21051-724-2400
330331동방메디칼부산광역시 기장군 기장읍 차성로201번길 15051-722-0722
331332(주)이룸메디칼부산광역시 기장군 기장읍 차성서로109번길 29-3051-516-8950
332333쇼핑코리아부산광역시 기장군 기장읍 청강로91번길 34051-724-4438
333334장수온돌부산광역시 기장군 철마면 철마삼동로 8-25051-508-9911
334335생명광장부산광역시 기장군 기장읍 차성로 337-1051-724-4545
335336해피의료기 기장지점부산광역시 기장군 기장읍 차성로 290, 205호 (동양프라자)051-724-2706
336337기장종합의료기부산광역시 기장군 기장읍 대청로72번길 5051-722-0115
337338대지의료기상사부산광역시 기장군 기장읍 차성로 261051-722-3693