Overview

Dataset statistics

Number of variables4
Number of observations492
Missing cells232
Missing cells (%)11.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.0 KiB
Average record size in memory33.3 B

Variable types

Numeric1
Text3

Dataset

Description부산광역시해운대구_의료기기판매업현황_20200622
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075598

Alerts

전화번호 has 232 (47.2%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:12:46.704960
Analysis finished2023-12-10 17:12:48.028543
Duration1.32 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct492
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean246.5
Minimum1
Maximum492
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.5 KiB
2023-12-11T02:12:48.206293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile25.55
Q1123.75
median246.5
Q3369.25
95-th percentile467.45
Maximum492
Range491
Interquartile range (IQR)245.5

Descriptive statistics

Standard deviation142.17243
Coefficient of variation (CV)0.57676442
Kurtosis-1.2
Mean246.5
Median Absolute Deviation (MAD)123
Skewness0
Sum121278
Variance20213
MonotonicityStrictly increasing
2023-12-11T02:12:48.582064image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
340 1
 
0.2%
338 1
 
0.2%
337 1
 
0.2%
336 1
 
0.2%
335 1
 
0.2%
334 1
 
0.2%
333 1
 
0.2%
332 1
 
0.2%
331 1
 
0.2%
Other values (482) 482
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 (%)
492 1
0.2%
491 1
0.2%
490 1
0.2%
489 1
0.2%
488 1
0.2%
487 1
0.2%
486 1
0.2%
485 1
0.2%
484 1
0.2%
483 1
0.2%

영업소명
Text

Distinct484
Distinct (%)98.4%
Missing0
Missing (%)0.0%
Memory size4.0 KiB
2023-12-11T02:12:49.183470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length18
Mean length7.648374
Min length2

Characters and Unicode

Total characters3763
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

Unique476 ?
Unique (%)96.7%

Sample

1st row(주)하이프라자 반송점
2nd row(주)하이프라자 신세계센텀
3rd row블루사이언스
4th row(주)하이프라자 홈플러스센텀시티
5th row(주)하이프라자 롯데백화점 센텀점
ValueCountFrequency (%)
주식회사 34
 
5.4%
해운대점 8
 
1.3%
주)하이프라자 6
 
1.0%
센텀시티점 4
 
0.6%
헬스케어 4
 
0.6%
센텀점 3
 
0.5%
해운대센터 3
 
0.5%
해운대지점 3
 
0.5%
의료기 3
 
0.5%
주)아성다이소 2
 
0.3%
Other values (542) 561
88.9%
2023-12-11T02:12:50.079604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
메 145
 
3.9%
139
 
3.7%
디 130
 
3.5%
주 123
 
3.3%
스 109
 
2.9%
이 107
 
2.8%
점 104
 
2.8%
) 100
 
2.7%
( 100
 
2.7%
칼 64
 
1.7%
Other values (390) 2642
70.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3140
83.4%
Uppercase Letter 169
 
4.5%
Space Separator 139
 
3.7%
Close Punctuation 100
 
2.7%
Open Punctuation 100
 
2.7%
Decimal Number 50
 
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 145
 
4.6%
디 130
 
4.1%
주 123
 
3.9%
스 109
 
3.5%
이 107
 
3.4%
점 104
 
3.3%
칼 64
 
2.0%
대 58
 
1.8%
해 56
 
1.8%
사 54
 
1.7%
Other values (341) 2190
69.7%
Uppercase Letter
ValueCountFrequency (%)
S 36
21.3%
G 25
14.8%
C 15
8.9%
M 14
 
8.3%
E 9
 
5.3%
U 9
 
5.3%
J 7
 
4.1%
D 7
 
4.1%
N 6
 
3.6%
I 5
 
3.0%
Other values (11) 36
21.3%
Lowercase Letter
ValueCountFrequency (%)
a 8
17.0%
n 7
14.9%
e 7
14.9%
i 4
8.5%
r 3
 
6.4%
t 3
 
6.4%
m 3
 
6.4%
c 3
 
6.4%
l 2
 
4.3%
d 2
 
4.3%
Other values (4) 5
10.6%
Decimal Number
ValueCountFrequency (%)
5 24
48.0%
2 22
44.0%
1 2
 
4.0%
9 1
 
2.0%
3 1
 
2.0%
Other Punctuation
ValueCountFrequency (%)
. 6
54.5%
& 3
27.3%
, 1
 
9.1%
/ 1
 
9.1%
Space Separator
ValueCountFrequency (%)
139
100.0%
Close Punctuation
ValueCountFrequency (%)
) 100
100.0%
Open Punctuation
ValueCountFrequency (%)
( 100
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 4
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3144
83.6%
Common 403
 
10.7%
Latin 216
 
5.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
메 145
 
4.6%
디 130
 
4.1%
주 123
 
3.9%
스 109
 
3.5%
이 107
 
3.4%
점 104
 
3.3%
칼 64
 
2.0%
대 58
 
1.8%
해 56
 
1.8%
사 54
 
1.7%
Other values (342) 2194
69.8%
Latin
ValueCountFrequency (%)
S 36
16.7%
G 25
 
11.6%
C 15
 
6.9%
M 14
 
6.5%
E 9
 
4.2%
U 9
 
4.2%
a 8
 
3.7%
J 7
 
3.2%
D 7
 
3.2%
n 7
 
3.2%
Other values (25) 79
36.6%
Common
ValueCountFrequency (%)
139
34.5%
) 100
24.8%
( 100
24.8%
5 24
 
6.0%
2 22
 
5.5%
. 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 3140
83.4%
ASCII 619
 
16.4%
None 4
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
메 145
 
4.6%
디 130
 
4.1%
주 123
 
3.9%
스 109
 
3.5%
이 107
 
3.4%
점 104
 
3.3%
칼 64
 
2.0%
대 58
 
1.8%
해 56
 
1.8%
사 54
 
1.7%
Other values (341) 2190
69.7%
ASCII
ValueCountFrequency (%)
139
22.5%
) 100
16.2%
( 100
16.2%
S 36
 
5.8%
G 25
 
4.0%
5 24
 
3.9%
2 22
 
3.6%
C 15
 
2.4%
M 14
 
2.3%
E 9
 
1.5%
Other values (38) 135
21.8%
None
ValueCountFrequency (%)
㈜ 4
100.0%

소재지(도로명)
Text

Distinct472
Distinct (%)95.9%
Missing0
Missing (%)0.0%
Memory size4.0 KiB
2023-12-11T02:12:50.590577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length46
Mean length36.270325
Min length22

Characters and Unicode

Total characters17845
Distinct characters278
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

Unique455 ?
Unique (%)92.5%

Sample

1st row부산광역시 해운대구 반송로 824, 1층 (반송동)
2nd row부산광역시 해운대구 센텀남대로 35, 신세계백화점센텀시티점 7층 (우동)
3rd row부산광역시 해운대구 재반로 119-15, 센텀에코하임 1층 101호 (재송동)
4th row부산광역시 해운대구 센텀동로 6, 홈플러스 센텀시티점 2층 (우동)
5th row부산광역시 해운대구 센텀남대로 59, 롯데백화점센텀시티점 7층 (우동)
ValueCountFrequency (%)
부산광역시 492
 
15.0%
해운대구 490
 
15.0%
우동 164
 
5.0%
좌동 85
 
2.6%
재송동 65
 
2.0%
반여동 52
 
1.6%
해운대로 49
 
1.5%
중동 47
 
1.4%
1층 46
 
1.4%
2층 45
 
1.4%
Other values (774) 1740
53.1%
2023-12-11T02:12:51.697015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2784
 
15.6%
해 703
 
3.9%
대 695
 
3.9%
운 694
 
3.9%
동 627
 
3.5%
, 621
 
3.5%
1 602
 
3.4%
시 572
 
3.2%
산 512
 
2.9%
구 503
 
2.8%
Other values (268) 9532
53.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10538
59.1%
Space Separator 2784
 
15.6%
Decimal Number 2762
 
15.5%
Other Punctuation 624
 
3.5%
Close Punctuation 502
 
2.8%
Open Punctuation 502
 
2.8%
Uppercase Letter 67
 
0.4%
Dash Punctuation 53
 
0.3%
Lowercase Letter 9
 
0.1%
Math Symbol 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
해 703
 
6.7%
대 695
 
6.6%
운 694
 
6.6%
동 627
 
5.9%
시 572
 
5.4%
산 512
 
4.9%
구 503
 
4.8%
부 500
 
4.7%
광 497
 
4.7%
역 493
 
4.7%
Other values (233) 4742
45.0%
Uppercase Letter
ValueCountFrequency (%)
A 14
20.9%
E 13
19.4%
C 10
14.9%
B 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 (%)
1 602
21.8%
2 450
16.3%
0 355
12.9%
3 308
11.2%
5 216
 
7.8%
7 188
 
6.8%
4 178
 
6.4%
6 175
 
6.3%
9 149
 
5.4%
8 141
 
5.1%
Lowercase Letter
ValueCountFrequency (%)
e 4
44.4%
s 1
 
11.1%
w 1
 
11.1%
k 1
 
11.1%
v 1
 
11.1%
i 1
 
11.1%
Other Punctuation
ValueCountFrequency (%)
, 621
99.5%
@ 2
 
0.3%
! 1
 
0.2%
Space Separator
ValueCountFrequency (%)
2784
100.0%
Close Punctuation
ValueCountFrequency (%)
) 502
100.0%
Open Punctuation
ValueCountFrequency (%)
( 502
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 53
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10538
59.1%
Common 7231
40.5%
Latin 76
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
해 703
 
6.7%
대 695
 
6.6%
운 694
 
6.6%
동 627
 
5.9%
시 572
 
5.4%
산 512
 
4.9%
구 503
 
4.8%
부 500
 
4.7%
광 497
 
4.7%
역 493
 
4.7%
Other values (233) 4742
45.0%
Common
ValueCountFrequency (%)
2784
38.5%
, 621
 
8.6%
1 602
 
8.3%
) 502
 
6.9%
( 502
 
6.9%
2 450
 
6.2%
0 355
 
4.9%
3 308
 
4.3%
5 216
 
3.0%
7 188
 
2.6%
Other values (8) 703
 
9.7%
Latin
ValueCountFrequency (%)
A 14
18.4%
E 13
17.1%
C 10
13.2%
B 10
13.2%
P 9
11.8%
S 5
 
6.6%
e 4
 
5.3%
H 2
 
2.6%
s 1
 
1.3%
w 1
 
1.3%
Other values (7) 7
9.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10538
59.1%
ASCII 7307
40.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2784
38.1%
, 621
 
8.5%
1 602
 
8.2%
) 502
 
6.9%
( 502
 
6.9%
2 450
 
6.2%
0 355
 
4.9%
3 308
 
4.2%
5 216
 
3.0%
7 188
 
2.6%
Other values (25) 779
 
10.7%
Hangul
ValueCountFrequency (%)
해 703
 
6.7%
대 695
 
6.6%
운 694
 
6.6%
동 627
 
5.9%
시 572
 
5.4%
산 512
 
4.9%
구 503
 
4.8%
부 500
 
4.7%
광 497
 
4.7%
역 493
 
4.7%
Other values (233) 4742
45.0%

전화번호
Text

MISSING 

Distinct252
Distinct (%)96.9%
Missing232
Missing (%)47.2%
Memory size4.0 KiB
2023-12-11T02:12:52.320182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.034615
Min length9

Characters and Unicode

Total characters3129
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

Unique244 ?
Unique (%)93.8%

Sample

1st row051-717-3020
2nd row051-745-2371
3rd row051-757-1199
4th row051-714-5013
5th row051-730-3326
ValueCountFrequency (%)
051-746-3693 2
 
0.8%
051-704-8702 2
 
0.8%
051-543-6636 2
 
0.8%
051-709-8000 2
 
0.8%
051-503-5233 2
 
0.8%
051-784-7608 2
 
0.8%
051-742-7245 2
 
0.8%
051-783-2078 2
 
0.8%
070-8834-1722 1
 
0.4%
070-7591-6012 1
 
0.4%
Other values (242) 242
93.1%
2023-12-11T02:12:54.368425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 518
16.6%
0 476
15.2%
5 431
13.8%
1 415
13.3%
7 334
10.7%
4 205
 
6.6%
2 177
 
5.7%
8 168
 
5.4%
3 163
 
5.2%
6 139
 
4.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2611
83.4%
Dash Punctuation 518
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 476
18.2%
5 431
16.5%
1 415
15.9%
7 334
12.8%
4 205
7.9%
2 177
 
6.8%
8 168
 
6.4%
3 163
 
6.2%
6 139
 
5.3%
9 103
 
3.9%
Dash Punctuation
ValueCountFrequency (%)
- 518
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3129
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 518
16.6%
0 476
15.2%
5 431
13.8%
1 415
13.3%
7 334
10.7%
4 205
 
6.6%
2 177
 
5.7%
8 168
 
5.4%
3 163
 
5.2%
6 139
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3129
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 518
16.6%
0 476
15.2%
5 431
13.8%
1 415
13.3%
7 334
10.7%
4 205
 
6.6%
2 177
 
5.7%
8 168
 
5.4%
3 163
 
5.2%
6 139
 
4.4%

Interactions

2023-12-11T02:12:47.459894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T02:12:47.717299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:12:47.946521image/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
01(주)하이프라자 반송점부산광역시 해운대구 반송로 824, 1층 (반송동)051-717-3020
12(주)하이프라자 신세계센텀부산광역시 해운대구 센텀남대로 35, 신세계백화점센텀시티점 7층 (우동)051-745-2371
23블루사이언스부산광역시 해운대구 재반로 119-15, 센텀에코하임 1층 101호 (재송동)051-757-1199
34(주)하이프라자 홈플러스센텀시티부산광역시 해운대구 센텀동로 6, 홈플러스 센텀시티점 2층 (우동)051-714-5013
45(주)하이프라자 롯데백화점 센텀점부산광역시 해운대구 센텀남대로 59, 롯데백화점센텀시티점 7층 (우동)051-730-3326
56(주)하이프라자 해운대점부산광역시 해운대구 해운대로767번길 7, 하이프라자 장산역점 2층 (중동)051-704-2610
67(주)하이프라자 센텀점부산광역시 해운대구 해운대로 203, 1층 (재송동)051-783-8778
78주메디칼부산광역시 해운대구 센텀중앙로 48, 에이스하이테크21 203-2호 (우동)051-628-9400
89일동의료기부산광역시 해운대구 중동1로 15-2, 시림빌딩 301호 (우동)<NA>
910주식회사 베스트힐링부산광역시 해운대구 좌동로10번길 15, 5층 (중동)<NA>
순번영업소명소재지(도로명)전화번호
482483석대의료기부산광역시 해운대구 재반로 146-39 (재송동)051-528-9034
483484메디칼코리아부산광역시 해운대구 아랫반송로 42, 2층 (반송동)051-557-5412
484485다인메디칼부산광역시 해운대구 마린시티3로 1, 528호 (우동, 선프라자)051-862-5525
485486광동메디칼반여지점부산광역시 해운대구 해운대로123번길 39 (재송동)051-747-3953
486487국민메디칼컨설팅부산광역시 해운대구 해운대해변로 291, 1010호 (중동, 크리스탈비치오피스텔)051-744-0173
487488홈플러스(주)센텀시티점부산광역시 해운대구 센텀동로 6 (우동, 홈플러스센템시티점)051-709-8000
488489새진메디칼부산광역시 해운대구 마린시티3로 1, 812호 (우동)051-741-5858
489490소정의료기부산광역시 해운대구 해운대로61번길 110-1 (반여동)051-781-7736
490491㈜코스모상사부산광역시 해운대구 재송2로 256 (재송동, 센텀에이스아파트상가)051-784-0018
491492고려의료기상사부산광역시 해운대구 중동2로 25 (중동)051-747-9885