Overview

Dataset statistics

Number of variables4
Number of observations498
Missing cells203
Missing cells (%)10.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.2 KiB
Average record size in memory33.3 B

Variable types

Numeric1
Text3

Dataset

Description부산광역시해운대구_의료기기판매업현황_20200914
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075598

Alerts

전화번호 has 203 (40.8%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:12:37.231931
Analysis finished2023-12-10 17:12:38.291838
Duration1.06 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct498
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean249.5
Minimum1
Maximum498
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.5 KiB
2023-12-11T02:12:38.393916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile25.85
Q1125.25
median249.5
Q3373.75
95-th percentile473.15
Maximum498
Range497
Interquartile range (IQR)248.5

Descriptive statistics

Standard deviation143.90448
Coefficient of variation (CV)0.57677147
Kurtosis-1.2
Mean249.5
Median Absolute Deviation (MAD)124.5
Skewness0
Sum124251
Variance20708.5
MonotonicityStrictly increasing
2023-12-11T02:12:38.619701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
329 1
 
0.2%
342 1
 
0.2%
341 1
 
0.2%
340 1
 
0.2%
339 1
 
0.2%
338 1
 
0.2%
337 1
 
0.2%
336 1
 
0.2%
335 1
 
0.2%
Other values (488) 488
98.0%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
498 1
0.2%
497 1
0.2%
496 1
0.2%
495 1
0.2%
494 1
0.2%
493 1
0.2%
492 1
0.2%
491 1
0.2%
490 1
0.2%
489 1
0.2%

영업소명
Text

Distinct490
Distinct (%)98.4%
Missing0
Missing (%)0.0%
Memory size4.0 KiB
2023-12-11T02:12:39.089385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length18
Mean length7.6044177
Min length2

Characters and Unicode

Total characters3787
Distinct characters400
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique482 ?
Unique (%)96.8%

Sample

1st row더원 메디칼
2nd row퍼다드링
3rd row참좋은몰
4th row(주)바디프랜드 롯데센텀점
5th row영은주얼리
ValueCountFrequency (%)
주식회사 33
 
5.2%
해운대점 8
 
1.3%
주)하이프라자 6
 
0.9%
헬스케어 4
 
0.6%
메디칼 3
 
0.5%
의료기 3
 
0.5%
센텀시티점 3
 
0.5%
해운대지점 3
 
0.5%
센텀점 3
 
0.5%
해운대센터 3
 
0.5%
Other values (546) 566
89.1%
2023-12-11T02:12:40.006666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
메 147
 
3.9%
137
 
3.6%
디 133
 
3.5%
주 125
 
3.3%
이 109
 
2.9%
스 109
 
2.9%
점 105
 
2.8%
( 102
 
2.7%
) 102
 
2.7%
칼 66
 
1.7%
Other values (390) 2652
70.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3163
83.5%
Uppercase Letter 167
 
4.4%
Space Separator 137
 
3.6%
Open Punctuation 102
 
2.7%
Close Punctuation 102
 
2.7%
Decimal Number 51
 
1.3%
Lowercase Letter 47
 
1.2%
Other Punctuation 11
 
0.3%
Other Symbol 4
 
0.1%
Dash Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
메 147
 
4.6%
디 133
 
4.2%
주 125
 
4.0%
이 109
 
3.4%
스 109
 
3.4%
점 105
 
3.3%
칼 66
 
2.1%
대 58
 
1.8%
해 56
 
1.8%
사 53
 
1.7%
Other values (341) 2202
69.6%
Uppercase Letter
ValueCountFrequency (%)
S 36
21.6%
G 25
15.0%
C 15
9.0%
M 13
 
7.8%
U 9
 
5.4%
E 9
 
5.4%
J 7
 
4.2%
D 7
 
4.2%
N 6
 
3.6%
T 5
 
3.0%
Other values (11) 35
21.0%
Lowercase Letter
ValueCountFrequency (%)
a 8
17.0%
e 7
14.9%
n 7
14.9%
i 4
8.5%
m 3
 
6.4%
r 3
 
6.4%
t 3
 
6.4%
c 3
 
6.4%
d 2
 
4.3%
o 2
 
4.3%
Other values (4) 5
10.6%
Decimal Number
ValueCountFrequency (%)
5 25
49.0%
2 22
43.1%
1 2
 
3.9%
3 1
 
2.0%
9 1
 
2.0%
Other Punctuation
ValueCountFrequency (%)
. 6
54.5%
& 3
27.3%
, 1
 
9.1%
/ 1
 
9.1%
Space Separator
ValueCountFrequency (%)
137
100.0%
Open Punctuation
ValueCountFrequency (%)
( 102
100.0%
Close Punctuation
ValueCountFrequency (%)
) 102
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 4
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3167
83.6%
Common 406
 
10.7%
Latin 214
 
5.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
메 147
 
4.6%
디 133
 
4.2%
주 125
 
3.9%
이 109
 
3.4%
스 109
 
3.4%
점 105
 
3.3%
칼 66
 
2.1%
대 58
 
1.8%
해 56
 
1.8%
사 53
 
1.7%
Other values (342) 2206
69.7%
Latin
ValueCountFrequency (%)
S 36
16.8%
G 25
 
11.7%
C 15
 
7.0%
M 13
 
6.1%
U 9
 
4.2%
E 9
 
4.2%
a 8
 
3.7%
e 7
 
3.3%
J 7
 
3.3%
n 7
 
3.3%
Other values (25) 78
36.4%
Common
ValueCountFrequency (%)
137
33.7%
( 102
25.1%
) 102
25.1%
5 25
 
6.2%
2 22
 
5.4%
. 6
 
1.5%
- 3
 
0.7%
& 3
 
0.7%
1 2
 
0.5%
, 1
 
0.2%
Other values (3) 3
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3163
83.5%
ASCII 620
 
16.4%
None 4
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
메 147
 
4.6%
디 133
 
4.2%
주 125
 
4.0%
이 109
 
3.4%
스 109
 
3.4%
점 105
 
3.3%
칼 66
 
2.1%
대 58
 
1.8%
해 56
 
1.8%
사 53
 
1.7%
Other values (341) 2202
69.6%
ASCII
ValueCountFrequency (%)
137
22.1%
( 102
16.5%
) 102
16.5%
S 36
 
5.8%
G 25
 
4.0%
5 25
 
4.0%
2 22
 
3.5%
C 15
 
2.4%
M 13
 
2.1%
U 9
 
1.5%
Other values (38) 134
21.6%
None
ValueCountFrequency (%)
㈜ 4
100.0%

소재지(도로명)
Text

Distinct477
Distinct (%)95.8%
Missing0
Missing (%)0.0%
Memory size4.0 KiB
2023-12-11T02:12:40.895084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length46
Mean length36.349398
Min length22

Characters and Unicode

Total characters18102
Distinct characters279
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

Unique460 ?
Unique (%)92.4%

Sample

1st row부산광역시 해운대구 좌동순환로15번길 7, 롱스테이텔 1306호 (중동)
2nd row부산광역시 해운대구 해운대로81번길 24, 3층 370호 (재송동)
3rd row부산광역시 해운대구 재반로64번가길 17, 205호 (재송동)
4th row부산광역시 해운대구 센텀남대로 59, 롯데백화점센텀시티점 7층 (우동)
5th row부산광역시 해운대구 센텀남대로 59, 롯데백화점센텀시티점 지하1층 (우동)
ValueCountFrequency (%)
부산광역시 498
 
15.0%
해운대구 496
 
14.9%
우동 168
 
5.1%
좌동 85
 
2.6%
재송동 66
 
2.0%
반여동 51
 
1.5%
해운대로 50
 
1.5%
중동 48
 
1.4%
1층 48
 
1.4%
2층 44
 
1.3%
Other values (783) 1764
53.2%
2023-12-11T02:12:42.703604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2821
 
15.6%
해 710
 
3.9%
대 703
 
3.9%
운 700
 
3.9%
동 634
 
3.5%
, 627
 
3.5%
1 615
 
3.4%
시 579
 
3.2%
산 518
 
2.9%
부 509
 
2.8%
Other values (269) 9686
53.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10690
59.1%
Space Separator 2821
 
15.6%
Decimal Number 2811
 
15.5%
Other Punctuation 630
 
3.5%
Open Punctuation 508
 
2.8%
Close Punctuation 508
 
2.8%
Uppercase Letter 67
 
0.4%
Dash Punctuation 54
 
0.3%
Lowercase Letter 9
 
< 0.1%
Math Symbol 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
해 710
 
6.6%
대 703
 
6.6%
운 700
 
6.5%
동 634
 
5.9%
시 579
 
5.4%
산 518
 
4.8%
부 509
 
4.8%
구 508
 
4.8%
광 503
 
4.7%
역 499
 
4.7%
Other values (234) 4827
45.2%
Uppercase Letter
ValueCountFrequency (%)
A 14
20.9%
E 13
19.4%
B 10
14.9%
C 10
14.9%
P 9
13.4%
S 5
 
7.5%
H 2
 
3.0%
I 1
 
1.5%
K 1
 
1.5%
L 1
 
1.5%
Decimal Number
ValueCountFrequency (%)
1 615
21.9%
2 452
16.1%
0 360
12.8%
3 316
11.2%
5 219
 
7.8%
7 192
 
6.8%
4 188
 
6.7%
6 176
 
6.3%
9 149
 
5.3%
8 144
 
5.1%
Lowercase Letter
ValueCountFrequency (%)
e 4
44.4%
v 1
 
11.1%
w 1
 
11.1%
s 1
 
11.1%
k 1
 
11.1%
i 1
 
11.1%
Other Punctuation
ValueCountFrequency (%)
, 627
99.5%
@ 2
 
0.3%
! 1
 
0.2%
Space Separator
ValueCountFrequency (%)
2821
100.0%
Open Punctuation
ValueCountFrequency (%)
( 508
100.0%
Close Punctuation
ValueCountFrequency (%)
) 508
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 54
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10690
59.1%
Common 7336
40.5%
Latin 76
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
해 710
 
6.6%
대 703
 
6.6%
운 700
 
6.5%
동 634
 
5.9%
시 579
 
5.4%
산 518
 
4.8%
부 509
 
4.8%
구 508
 
4.8%
광 503
 
4.7%
역 499
 
4.7%
Other values (234) 4827
45.2%
Common
ValueCountFrequency (%)
2821
38.5%
, 627
 
8.5%
1 615
 
8.4%
( 508
 
6.9%
) 508
 
6.9%
2 452
 
6.2%
0 360
 
4.9%
3 316
 
4.3%
5 219
 
3.0%
7 192
 
2.6%
Other values (8) 718
 
9.8%
Latin
ValueCountFrequency (%)
A 14
18.4%
E 13
17.1%
B 10
13.2%
C 10
13.2%
P 9
11.8%
S 5
 
6.6%
e 4
 
5.3%
H 2
 
2.6%
I 1
 
1.3%
K 1
 
1.3%
Other values (7) 7
9.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10690
59.1%
ASCII 7412
40.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2821
38.1%
, 627
 
8.5%
1 615
 
8.3%
( 508
 
6.9%
) 508
 
6.9%
2 452
 
6.1%
0 360
 
4.9%
3 316
 
4.3%
5 219
 
3.0%
7 192
 
2.6%
Other values (25) 794
 
10.7%
Hangul
ValueCountFrequency (%)
해 710
 
6.6%
대 703
 
6.6%
운 700
 
6.5%
동 634
 
5.9%
시 579
 
5.4%
산 518
 
4.8%
부 509
 
4.8%
구 508
 
4.8%
광 503
 
4.7%
역 499
 
4.7%
Other values (234) 4827
45.2%

전화번호
Text

MISSING 

Distinct289
Distinct (%)98.0%
Missing203
Missing (%)40.8%
Memory size4.0 KiB
2023-12-11T02:12:43.355775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length10.644068
Min length8

Characters and Unicode

Total characters3140
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

Unique283 ?
Unique (%)95.9%

Sample

1st row051-730-3783
2nd row051-730-3191
3rd row051-747-5275
4th row051-717-3020
5th row051-704-2610
ValueCountFrequency (%)
051-503-5233 2
 
0.7%
051-709-8000 2
 
0.7%
051-783-2078 2
 
0.7%
746-3693 2
 
0.7%
051-543-6636 2
 
0.7%
051-704-8702 2
 
0.7%
051-515-5111 1
 
0.3%
747-9519 1
 
0.3%
802-1777 1
 
0.3%
051-702-2227 1
 
0.3%
Other values (279) 279
94.6%
2023-12-11T02:12:44.130820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 486
15.5%
0 436
13.9%
5 387
12.3%
7 383
12.2%
1 367
11.7%
4 238
7.6%
3 193
 
6.1%
2 186
 
5.9%
8 181
 
5.8%
6 160
 
5.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2654
84.5%
Dash Punctuation 486
 
15.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 436
16.4%
5 387
14.6%
7 383
14.4%
1 367
13.8%
4 238
9.0%
3 193
7.3%
2 186
7.0%
8 181
6.8%
6 160
 
6.0%
9 123
 
4.6%
Dash Punctuation
ValueCountFrequency (%)
- 486
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3140
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 486
15.5%
0 436
13.9%
5 387
12.3%
7 383
12.2%
1 367
11.7%
4 238
7.6%
3 193
 
6.1%
2 186
 
5.9%
8 181
 
5.8%
6 160
 
5.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3140
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 486
15.5%
0 436
13.9%
5 387
12.3%
7 383
12.2%
1 367
11.7%
4 238
7.6%
3 193
 
6.1%
2 186
 
5.9%
8 181
 
5.8%
6 160
 
5.1%

Interactions

2023-12-11T02:12:37.870027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T02:12:38.091603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:12:38.231453image/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

순번영업소명소재지(도로명)전화번호
01더원 메디칼부산광역시 해운대구 좌동순환로15번길 7, 롱스테이텔 1306호 (중동)<NA>
12퍼다드링부산광역시 해운대구 해운대로81번길 24, 3층 370호 (재송동)<NA>
23참좋은몰부산광역시 해운대구 재반로64번가길 17, 205호 (재송동)<NA>
34(주)바디프랜드 롯데센텀점부산광역시 해운대구 센텀남대로 59, 롯데백화점센텀시티점 7층 (우동)051-730-3783
45영은주얼리부산광역시 해운대구 센텀남대로 59, 롯데백화점센텀시티점 지하1층 (우동)051-730-3191
56클럽밸런스5 좌동점부산광역시 해운대구 해운대로 814, 세종월드프라자 304호 (좌동)<NA>
67비아이코스모부산광역시 해운대구 센텀3로 26, 센텀스퀘어 1218호 (우동)<NA>
78(주)제이스써지텍부산광역시 해운대구 센텀3로 26, 센텀스퀘어 1415일부호 (우동)<NA>
89제이원부산광역시 해운대구 센텀3로 26, 센텀스퀘어 1415 일부호 (우동)<NA>
910볼트컴퍼니부산광역시 해운대구 청사포로67번길 20, 2층 (중동)051-747-5275
순번영업소명소재지(도로명)전화번호
488489석대의료기부산광역시 해운대구 재반로 146-39 (재송동)051-528-9034
489490메디칼코리아부산광역시 해운대구 아랫반송로 42, 2층 (반송동)051-557-5412
490491다인메디칼부산광역시 해운대구 마린시티3로 1, 528호 (우동, 선프라자)051-862-5525
491492광동메디칼반여지점부산광역시 해운대구 해운대로123번길 39 (재송동)051-747-3953
492493국민메디칼컨설팅부산광역시 해운대구 해운대해변로 291, 1010호 (중동, 크리스탈비치오피스텔)051-744-0173
493494홈플러스(주)센텀시티점부산광역시 해운대구 센텀동로 6 (우동, 홈플러스센템시티점)051-709-8000
494495새진메디칼부산광역시 해운대구 마린시티3로 1, 812호 (우동)051-741-5858
495496㈜코스모상사부산광역시 해운대구 재송2로 256(재송동, 센텀에이스아파트상가)051-784-0018
496497소정의료기부산광역시 해운대구 해운대로61번길 110-1 (반여동)051-781-7736
497498고려의료기상사부산광역시 해운대구 중동2로 25 (중동)051-747-9885