Overview

Dataset statistics

Number of variables4
Number of observations508
Missing cells213
Missing cells (%)10.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.5 KiB
Average record size in memory33.3 B

Variable types

Numeric1
Text3

Dataset

Description부산광역시해운대구_의료기기판매업현황_20201216
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075598

Alerts

전화번호 has 213 (41.9%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:12:28.165189
Analysis finished2023-12-10 17:12:30.064062
Duration1.9 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct508
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean254.5
Minimum1
Maximum508
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.6 KiB
2023-12-11T02:12:30.255627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile26.35
Q1127.75
median254.5
Q3381.25
95-th percentile482.65
Maximum508
Range507
Interquartile range (IQR)253.5

Descriptive statistics

Standard deviation146.79123
Coefficient of variation (CV)0.57678285
Kurtosis-1.2
Mean254.5
Median Absolute Deviation (MAD)127
Skewness0
Sum129286
Variance21547.667
MonotonicityStrictly increasing
2023-12-11T02:12:30.575788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
336 1
 
0.2%
349 1
 
0.2%
348 1
 
0.2%
347 1
 
0.2%
346 1
 
0.2%
345 1
 
0.2%
344 1
 
0.2%
343 1
 
0.2%
342 1
 
0.2%
Other values (498) 498
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 (%)
508 1
0.2%
507 1
0.2%
506 1
0.2%
505 1
0.2%
504 1
0.2%
503 1
0.2%
502 1
0.2%
501 1
0.2%
500 1
0.2%
499 1
0.2%

영업소명
Text

Distinct500
Distinct (%)98.4%
Missing0
Missing (%)0.0%
Memory size4.1 KiB
2023-12-11T02:12:31.051730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length18
Mean length7.6318898
Min length2

Characters and Unicode

Total characters3877
Distinct characters402
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

Unique492 ?
Unique (%)96.9%

Sample

1st row고려의료기상사
2nd row㈜코스모상사
3rd row소정의료기
4th row새진메디칼
5th row홈플러스(주)센텀시티점
ValueCountFrequency (%)
주식회사 36
 
5.5%
해운대점 9
 
1.4%
주)하이프라자 6
 
0.9%
헬스케어 5
 
0.8%
우리메디칼 3
 
0.5%
센텀시티점 3
 
0.5%
해운대센터 3
 
0.5%
메디칼 3
 
0.5%
보청기 3
 
0.5%
소정의료기 2
 
0.3%
Other values (560) 582
88.9%
2023-12-11T02:12:32.125059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
메 151
 
3.9%
147
 
3.8%
디 135
 
3.5%
주 127
 
3.3%
스 115
 
3.0%
이 112
 
2.9%
( 102
 
2.6%
점 102
 
2.6%
) 102
 
2.6%
칼 67
 
1.7%
Other values (392) 2717
70.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3232
83.4%
Uppercase Letter 167
 
4.3%
Space Separator 147
 
3.8%
Open Punctuation 102
 
2.6%
Close Punctuation 102
 
2.6%
Lowercase Letter 60
 
1.5%
Decimal Number 47
 
1.2%
Other Punctuation 9
 
0.2%
Other Symbol 8
 
0.2%
Dash Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
메 151
 
4.7%
디 135
 
4.2%
주 127
 
3.9%
스 115
 
3.6%
이 112
 
3.5%
점 102
 
3.2%
칼 67
 
2.1%
대 58
 
1.8%
사 56
 
1.7%
해 55
 
1.7%
Other values (341) 2254
69.7%
Uppercase Letter
ValueCountFrequency (%)
S 34
20.4%
G 24
14.4%
C 17
10.2%
M 14
 
8.4%
U 9
 
5.4%
E 9
 
5.4%
J 8
 
4.8%
I 6
 
3.6%
D 6
 
3.6%
K 5
 
3.0%
Other values (11) 35
21.0%
Lowercase Letter
ValueCountFrequency (%)
a 10
16.7%
n 9
15.0%
e 7
11.7%
i 5
8.3%
m 4
 
6.7%
r 4
 
6.7%
o 4
 
6.7%
p 3
 
5.0%
c 3
 
5.0%
t 3
 
5.0%
Other values (5) 8
13.3%
Decimal Number
ValueCountFrequency (%)
5 23
48.9%
2 20
42.6%
1 2
 
4.3%
3 1
 
2.1%
9 1
 
2.1%
Other Punctuation
ValueCountFrequency (%)
& 3
33.3%
. 3
33.3%
/ 1
 
11.1%
' 1
 
11.1%
, 1
 
11.1%
Space Separator
ValueCountFrequency (%)
147
100.0%
Open Punctuation
ValueCountFrequency (%)
( 102
100.0%
Close Punctuation
ValueCountFrequency (%)
) 102
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 8
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3240
83.6%
Common 410
 
10.6%
Latin 227
 
5.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
메 151
 
4.7%
디 135
 
4.2%
주 127
 
3.9%
스 115
 
3.5%
이 112
 
3.5%
점 102
 
3.1%
칼 67
 
2.1%
대 58
 
1.8%
사 56
 
1.7%
해 55
 
1.7%
Other values (342) 2262
69.8%
Latin
ValueCountFrequency (%)
S 34
 
15.0%
G 24
 
10.6%
C 17
 
7.5%
M 14
 
6.2%
a 10
 
4.4%
n 9
 
4.0%
U 9
 
4.0%
E 9
 
4.0%
J 8
 
3.5%
e 7
 
3.1%
Other values (26) 86
37.9%
Common
ValueCountFrequency (%)
147
35.9%
( 102
24.9%
) 102
24.9%
5 23
 
5.6%
2 20
 
4.9%
& 3
 
0.7%
- 3
 
0.7%
. 3
 
0.7%
1 2
 
0.5%
/ 1
 
0.2%
Other values (4) 4
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3232
83.4%
ASCII 637
 
16.4%
None 8
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
메 151
 
4.7%
디 135
 
4.2%
주 127
 
3.9%
스 115
 
3.6%
이 112
 
3.5%
점 102
 
3.2%
칼 67
 
2.1%
대 58
 
1.8%
사 56
 
1.7%
해 55
 
1.7%
Other values (341) 2254
69.7%
ASCII
ValueCountFrequency (%)
147
23.1%
( 102
16.0%
) 102
16.0%
S 34
 
5.3%
G 24
 
3.8%
5 23
 
3.6%
2 20
 
3.1%
C 17
 
2.7%
M 14
 
2.2%
a 10
 
1.6%
Other values (40) 144
22.6%
None
ValueCountFrequency (%)
㈜ 8
100.0%

소재지(도로명)
Text

Distinct488
Distinct (%)96.1%
Missing0
Missing (%)0.0%
Memory size4.1 KiB
2023-12-11T02:12:32.615846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length46
Mean length36.25
Min length22

Characters and Unicode

Total characters18415
Distinct characters277
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

Unique472 ?
Unique (%)92.9%

Sample

1st row부산광역시 해운대구 중동2로 25 (중동)
2nd row부산광역시 해운대구 재송2로 256 (재송동, 센텀에이스아파트상가)
3rd row부산광역시 해운대구 해운대로61번길 110-1 (반여동)
4th row부산광역시 해운대구 마린시티3로 1, 812호 (우동)
5th row부산광역시 해운대구 센텀동로 6 (우동, 홈플러스센템시티점)
ValueCountFrequency (%)
부산광역시 507
 
15.0%
해운대구 506
 
15.0%
우동 171
 
5.1%
좌동 88
 
2.6%
재송동 64
 
1.9%
반여동 51
 
1.5%
해운대로 50
 
1.5%
중동 45
 
1.3%
1층 44
 
1.3%
2층 44
 
1.3%
Other values (804) 1804
53.5%
2023-12-11T02:12:33.941036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2867
 
15.6%
해 719
 
3.9%
대 715
 
3.9%
운 713
 
3.9%
동 646
 
3.5%
, 642
 
3.5%
1 622
 
3.4%
시 591
 
3.2%
산 529
 
2.9%
부 521
 
2.8%
Other values (267) 9850
53.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10877
59.1%
Space Separator 2867
 
15.6%
Decimal Number 2860
 
15.5%
Other Punctuation 645
 
3.5%
Open Punctuation 517
 
2.8%
Close Punctuation 517
 
2.8%
Uppercase Letter 70
 
0.4%
Dash Punctuation 50
 
0.3%
Lowercase Letter 9
 
< 0.1%
Math Symbol 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
해 719
 
6.6%
대 715
 
6.6%
운 713
 
6.6%
동 646
 
5.9%
시 591
 
5.4%
산 529
 
4.9%
부 521
 
4.8%
구 517
 
4.8%
광 512
 
4.7%
로 509
 
4.7%
Other values (232) 4905
45.1%
Uppercase Letter
ValueCountFrequency (%)
A 14
20.0%
E 14
20.0%
B 12
17.1%
C 10
14.3%
P 9
12.9%
S 5
 
7.1%
H 2
 
2.9%
K 1
 
1.4%
I 1
 
1.4%
D 1
 
1.4%
Decimal Number
ValueCountFrequency (%)
1 622
21.7%
2 459
16.0%
0 372
13.0%
3 325
11.4%
5 227
 
7.9%
4 195
 
6.8%
7 194
 
6.8%
6 168
 
5.9%
8 151
 
5.3%
9 147
 
5.1%
Lowercase Letter
ValueCountFrequency (%)
e 4
44.4%
w 1
 
11.1%
i 1
 
11.1%
v 1
 
11.1%
k 1
 
11.1%
s 1
 
11.1%
Other Punctuation
ValueCountFrequency (%)
, 642
99.5%
@ 2
 
0.3%
! 1
 
0.2%
Space Separator
ValueCountFrequency (%)
2867
100.0%
Open Punctuation
ValueCountFrequency (%)
( 517
100.0%
Close Punctuation
ValueCountFrequency (%)
) 517
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 50
100.0%
Math Symbol
ValueCountFrequency (%)
~ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10877
59.1%
Common 7459
40.5%
Latin 79
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
해 719
 
6.6%
대 715
 
6.6%
운 713
 
6.6%
동 646
 
5.9%
시 591
 
5.4%
산 529
 
4.9%
부 521
 
4.8%
구 517
 
4.8%
광 512
 
4.7%
로 509
 
4.7%
Other values (232) 4905
45.1%
Common
ValueCountFrequency (%)
2867
38.4%
, 642
 
8.6%
1 622
 
8.3%
( 517
 
6.9%
) 517
 
6.9%
2 459
 
6.2%
0 372
 
5.0%
3 325
 
4.4%
5 227
 
3.0%
4 195
 
2.6%
Other values (8) 716
 
9.6%
Latin
ValueCountFrequency (%)
A 14
17.7%
E 14
17.7%
B 12
15.2%
C 10
12.7%
P 9
11.4%
S 5
 
6.3%
e 4
 
5.1%
H 2
 
2.5%
K 1
 
1.3%
I 1
 
1.3%
Other values (7) 7
8.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10877
59.1%
ASCII 7538
40.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2867
38.0%
, 642
 
8.5%
1 622
 
8.3%
( 517
 
6.9%
) 517
 
6.9%
2 459
 
6.1%
0 372
 
4.9%
3 325
 
4.3%
5 227
 
3.0%
4 195
 
2.6%
Other values (25) 795
 
10.5%
Hangul
ValueCountFrequency (%)
해 719
 
6.6%
대 715
 
6.6%
운 713
 
6.6%
동 646
 
5.9%
시 591
 
5.4%
산 529
 
4.9%
부 521
 
4.8%
구 517
 
4.8%
광 512
 
4.7%
로 509
 
4.7%
Other values (232) 4905
45.1%

전화번호
Text

MISSING 

Distinct286
Distinct (%)96.9%
Missing213
Missing (%)41.9%
Memory size4.1 KiB
2023-12-11T02:12:34.547859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.030508
Min length9

Characters and Unicode

Total characters3549
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

Unique278 ?
Unique (%)94.2%

Sample

1st row051-747-9885
2nd row051-784-0018
3rd row051-781-7736
4th row051-741-5858
5th row051-709-8000
ValueCountFrequency (%)
051-746-3693 3
 
1.0%
051-709-8000 2
 
0.7%
051-783-2078 2
 
0.7%
051-503-5233 2
 
0.7%
051-704-8702 2
 
0.7%
051-742-7245 2
 
0.7%
051-543-6636 2
 
0.7%
051-784-7608 2
 
0.7%
051-747-0978 1
 
0.3%
051-704-5550 1
 
0.3%
Other values (276) 276
93.6%
2023-12-11T02:12:35.536691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 588
16.6%
0 542
15.3%
5 490
13.8%
1 467
13.2%
7 385
10.8%
4 238
6.7%
3 195
 
5.5%
2 180
 
5.1%
8 177
 
5.0%
6 162
 
4.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2961
83.4%
Dash Punctuation 588
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 542
18.3%
5 490
16.5%
1 467
15.8%
7 385
13.0%
4 238
8.0%
3 195
 
6.6%
2 180
 
6.1%
8 177
 
6.0%
6 162
 
5.5%
9 125
 
4.2%
Dash Punctuation
ValueCountFrequency (%)
- 588
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3549
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 588
16.6%
0 542
15.3%
5 490
13.8%
1 467
13.2%
7 385
10.8%
4 238
6.7%
3 195
 
5.5%
2 180
 
5.1%
8 177
 
5.0%
6 162
 
4.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3549
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 588
16.6%
0 542
15.3%
5 490
13.8%
1 467
13.2%
7 385
10.8%
4 238
6.7%
3 195
 
5.5%
2 180
 
5.1%
8 177
 
5.0%
6 162
 
4.6%

Interactions

2023-12-11T02:12:29.244247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T02:12:29.704989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:12:29.966611image/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
01고려의료기상사부산광역시 해운대구 중동2로 25 (중동)051-747-9885
12㈜코스모상사부산광역시 해운대구 재송2로 256 (재송동, 센텀에이스아파트상가)051-784-0018
23소정의료기부산광역시 해운대구 해운대로61번길 110-1 (반여동)051-781-7736
34새진메디칼부산광역시 해운대구 마린시티3로 1, 812호 (우동)051-741-5858
45홈플러스(주)센텀시티점부산광역시 해운대구 센텀동로 6 (우동, 홈플러스센템시티점)051-709-8000
56국민메디칼컨설팅부산광역시 해운대구 해운대해변로 291, 1010호 (중동, 크리스탈비치오피스텔)051-744-0173
67광동메디칼반여지점부산광역시 해운대구 해운대로123번길 39 (재송동)051-747-3953
78다인메디칼부산광역시 해운대구 마린시티3로 1, 528호 (우동, 선프라자)051-862-5525
89석대의료기부산광역시 해운대구 재반로 146-39 (재송동)051-528-9034
910삼성의료설비부산광역시 해운대구 마린시티3로 1, 702호 (우동, 썬프라자)051-746-3693
순번영업소명소재지(도로명)전화번호
498499JK메디칼부산광역시 해운대구 양운로45, 해운대베르나움 B동 1017호 (좌동)<NA>
499500아이엠 메디(IAM MEDI)부산광역시 해운대구 세실로 138, 상가동 208호 (좌동, 롯데3차아파트)051-704-0071
500501본 힐링하우스부산광역시 해운대구 재반로 192, 2층(반여동)<NA>
501502㈜밀리언 메드부산광역시 해운대구 재반로 242번길 20, 2층 (반여동)<NA>
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