Overview

Dataset statistics

Number of variables3
Number of observations545
Missing cells1
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.4 KiB
Average record size in memory25.2 B

Variable types

Numeric1
Text2

Dataset

Description부산광역시남구_의료기기판매업소_20230619
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15051589

Alerts

순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:29:03.438328
Analysis finished2023-12-10 17:29:04.806755
Duration1.37 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct545
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean273
Minimum1
Maximum545
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.9 KiB
2023-12-11T02:29:05.020631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile28.2
Q1137
median273
Q3409
95-th percentile517.8
Maximum545
Range544
Interquartile range (IQR)272

Descriptive statistics

Standard deviation157.47222
Coefficient of variation (CV)0.57682132
Kurtosis-1.2
Mean273
Median Absolute Deviation (MAD)136
Skewness0
Sum148785
Variance24797.5
MonotonicityStrictly increasing
2023-12-11T02:29:05.379520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
367 1
 
0.2%
361 1
 
0.2%
362 1
 
0.2%
363 1
 
0.2%
364 1
 
0.2%
365 1
 
0.2%
366 1
 
0.2%
368 1
 
0.2%
410 1
 
0.2%
Other values (535) 535
98.2%
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 (%)
545 1
0.2%
544 1
0.2%
543 1
0.2%
542 1
0.2%
541 1
0.2%
540 1
0.2%
539 1
0.2%
538 1
0.2%
537 1
0.2%
536 1
0.2%

영업소명
Text

Distinct542
Distinct (%)99.4%
Missing0
Missing (%)0.0%
Memory size4.4 KiB
2023-12-11T02:29:05.995789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length20
Mean length8.0366972
Min length2

Characters and Unicode

Total characters4380
Distinct characters421
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

Unique539 ?
Unique (%)98.9%

Sample

1st row(주)이선메드
2nd row(주)가가호호 시니어비전
3rd row(주)가온메드
4th row(주)건강하다
5th row(주)녹주스포녹스
ValueCountFrequency (%)
세븐일레븐 31
 
4.0%
gs25 28
 
3.6%
주식회사 26
 
3.3%
씨유 19
 
2.4%
이마트24 11
 
1.4%
cu 8
 
1.0%
대연점 7
 
0.9%
씨제이올리브영(주 5
 
0.6%
메디칼 5
 
0.6%
주)아성다이소 4
 
0.5%
Other values (599) 637
81.6%
2023-12-11T02:29:06.970881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
236
 
5.4%
점 157
 
3.6%
이 129
 
2.9%
주 111
 
2.5%
메 105
 
2.4%
) 100
 
2.3%
디 99
 
2.3%
( 98
 
2.2%
스 96
 
2.2%
대 94
 
2.1%
Other values (411) 3155
72.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3458
78.9%
Uppercase Letter 279
 
6.4%
Space Separator 236
 
5.4%
Decimal Number 113
 
2.6%
Close Punctuation 100
 
2.3%
Open Punctuation 98
 
2.2%
Lowercase Letter 88
 
2.0%
Other Punctuation 7
 
0.2%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 157
 
4.5%
이 129
 
3.7%
주 111
 
3.2%
메 105
 
3.0%
디 99
 
2.9%
스 96
 
2.8%
대 94
 
2.7%
부 78
 
2.3%
연 68
 
2.0%
븐 65
 
1.9%
Other values (355) 2456
71.0%
Uppercase Letter
ValueCountFrequency (%)
S 52
18.6%
G 37
13.3%
C 25
 
9.0%
M 24
 
8.6%
U 17
 
6.1%
E 13
 
4.7%
I 11
 
3.9%
D 11
 
3.9%
O 10
 
3.6%
T 10
 
3.6%
Other values (15) 69
24.7%
Lowercase Letter
ValueCountFrequency (%)
e 14
15.9%
s 9
10.2%
c 9
10.2%
h 6
 
6.8%
i 6
 
6.8%
p 6
 
6.8%
a 5
 
5.7%
o 4
 
4.5%
u 4
 
4.5%
d 4
 
4.5%
Other values (9) 21
23.9%
Decimal Number
ValueCountFrequency (%)
2 56
49.6%
5 39
34.5%
4 14
 
12.4%
1 3
 
2.7%
3 1
 
0.9%
Other Punctuation
ValueCountFrequency (%)
. 3
42.9%
& 2
28.6%
, 2
28.6%
Space Separator
ValueCountFrequency (%)
236
100.0%
Close Punctuation
ValueCountFrequency (%)
) 100
100.0%
Open Punctuation
ValueCountFrequency (%)
( 98
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3458
78.9%
Common 555
 
12.7%
Latin 367
 
8.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 157
 
4.5%
이 129
 
3.7%
주 111
 
3.2%
메 105
 
3.0%
디 99
 
2.9%
스 96
 
2.8%
대 94
 
2.7%
부 78
 
2.3%
연 68
 
2.0%
븐 65
 
1.9%
Other values (355) 2456
71.0%
Latin
ValueCountFrequency (%)
S 52
 
14.2%
G 37
 
10.1%
C 25
 
6.8%
M 24
 
6.5%
U 17
 
4.6%
e 14
 
3.8%
E 13
 
3.5%
I 11
 
3.0%
D 11
 
3.0%
O 10
 
2.7%
Other values (34) 153
41.7%
Common
ValueCountFrequency (%)
236
42.5%
) 100
18.0%
( 98
17.7%
2 56
 
10.1%
5 39
 
7.0%
4 14
 
2.5%
1 3
 
0.5%
. 3
 
0.5%
& 2
 
0.4%
, 2
 
0.4%
Other values (2) 2
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3458
78.9%
ASCII 922
 
21.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
236
25.6%
) 100
10.8%
( 98
10.6%
2 56
 
6.1%
S 52
 
5.6%
5 39
 
4.2%
G 37
 
4.0%
C 25
 
2.7%
M 24
 
2.6%
U 17
 
1.8%
Other values (46) 238
25.8%
Hangul
ValueCountFrequency (%)
점 157
 
4.5%
이 129
 
3.7%
주 111
 
3.2%
메 105
 
3.0%
디 99
 
2.9%
스 96
 
2.8%
대 94
 
2.7%
부 78
 
2.3%
연 68
 
2.0%
븐 65
 
1.9%
Other values (355) 2456
71.0%

영업소소재지(도로명)
Text

Distinct517
Distinct (%)95.0%
Missing1
Missing (%)0.2%
Memory size4.4 KiB
2023-12-11T02:29:07.790169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length46
Mean length33.240809
Min length21

Characters and Unicode

Total characters18083
Distinct characters318
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

Unique493 ?
Unique (%)90.6%

Sample

1st row부산광역시 남구 수영로 286, 지하1층 (대연동)
2nd row부산광역시 남구 수영로 248, 201호 (대연동, 메트로타워)
3rd row부산광역시 남구 동제당로 32 (문현동)
4th row부산광역시 남구 양지골로 134, 상가112동 1층 104호 (감만동, 유창그린2차아파트)
5th row부산광역시 남구 수영로 312 (대연동)
ValueCountFrequency (%)
부산광역시 543
 
15.0%
남구 543
 
15.0%
대연동 261
 
7.2%
문현동 130
 
3.6%
1층 130
 
3.6%
수영로 113
 
3.1%
용호동 88
 
2.4%
2층 53
 
1.5%
용당동 27
 
0.7%
312 24
 
0.7%
Other values (784) 1712
47.2%
2023-12-11T02:29:08.885178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3082
 
17.0%
1 859
 
4.8%
동 698
 
3.9%
시 580
 
3.2%
산 575
 
3.2%
, 574
 
3.2%
부 571
 
3.2%
남 565
 
3.1%
로 555
 
3.1%
) 550
 
3.0%
Other values (308) 9474
52.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10066
55.7%
Decimal Number 3090
 
17.1%
Space Separator 3082
 
17.0%
Other Punctuation 574
 
3.2%
Close Punctuation 550
 
3.0%
Open Punctuation 550
 
3.0%
Dash Punctuation 94
 
0.5%
Uppercase Letter 62
 
0.3%
Lowercase Letter 15
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 698
 
6.9%
시 580
 
5.8%
산 575
 
5.7%
부 571
 
5.7%
남 565
 
5.6%
로 555
 
5.5%
광 548
 
5.4%
구 545
 
5.4%
역 545
 
5.4%
대 386
 
3.8%
Other values (263) 4498
44.7%
Uppercase Letter
ValueCountFrequency (%)
B 9
14.5%
S 9
14.5%
C 6
9.7%
A 6
9.7%
G 6
9.7%
W 3
 
4.8%
K 3
 
4.8%
I 3
 
4.8%
U 3
 
4.8%
E 2
 
3.2%
Other values (9) 12
19.4%
Lowercase Letter
ValueCountFrequency (%)
b 2
13.3%
e 2
13.3%
l 2
13.3%
s 2
13.3%
i 1
6.7%
k 1
6.7%
r 1
6.7%
o 1
6.7%
c 1
6.7%
a 1
6.7%
Decimal Number
ValueCountFrequency (%)
1 859
27.8%
2 513
16.6%
0 333
 
10.8%
3 316
 
10.2%
4 236
 
7.6%
5 206
 
6.7%
6 178
 
5.8%
9 176
 
5.7%
7 139
 
4.5%
8 134
 
4.3%
Space Separator
ValueCountFrequency (%)
3082
100.0%
Other Punctuation
ValueCountFrequency (%)
, 574
100.0%
Close Punctuation
ValueCountFrequency (%)
) 550
100.0%
Open Punctuation
ValueCountFrequency (%)
( 550
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 94
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10066
55.7%
Common 7940
43.9%
Latin 77
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 698
 
6.9%
시 580
 
5.8%
산 575
 
5.7%
부 571
 
5.7%
남 565
 
5.6%
로 555
 
5.5%
광 548
 
5.4%
구 545
 
5.4%
역 545
 
5.4%
대 386
 
3.8%
Other values (263) 4498
44.7%
Latin
ValueCountFrequency (%)
B 9
 
11.7%
S 9
 
11.7%
C 6
 
7.8%
A 6
 
7.8%
G 6
 
7.8%
W 3
 
3.9%
K 3
 
3.9%
I 3
 
3.9%
U 3
 
3.9%
E 2
 
2.6%
Other values (20) 27
35.1%
Common
ValueCountFrequency (%)
3082
38.8%
1 859
 
10.8%
, 574
 
7.2%
) 550
 
6.9%
( 550
 
6.9%
2 513
 
6.5%
0 333
 
4.2%
3 316
 
4.0%
4 236
 
3.0%
5 206
 
2.6%
Other values (5) 721
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10066
55.7%
ASCII 8017
44.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3082
38.4%
1 859
 
10.7%
, 574
 
7.2%
) 550
 
6.9%
( 550
 
6.9%
2 513
 
6.4%
0 333
 
4.2%
3 316
 
3.9%
4 236
 
2.9%
5 206
 
2.6%
Other values (35) 798
 
10.0%
Hangul
ValueCountFrequency (%)
동 698
 
6.9%
시 580
 
5.8%
산 575
 
5.7%
부 571
 
5.7%
남 565
 
5.6%
로 555
 
5.5%
광 548
 
5.4%
구 545
 
5.4%
역 545
 
5.4%
대 386
 
3.8%
Other values (263) 4498
44.7%

Interactions

2023-12-11T02:29:04.204687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T02:29:04.483598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:29:04.717802image/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)
01(주)이선메드부산광역시 남구 수영로 286, 지하1층 (대연동)
12(주)가가호호 시니어비전부산광역시 남구 수영로 248, 201호 (대연동, 메트로타워)
23(주)가온메드부산광역시 남구 동제당로 32 (문현동)
34(주)건강하다부산광역시 남구 양지골로 134, 상가112동 1층 104호 (감만동, 유창그린2차아파트)
45(주)녹주스포녹스부산광역시 남구 수영로 312 (대연동)
56(주)다사와닷컴부산광역시 남구 유엔로 121 (대연동)
67(주)다원메디컴부산광역시 남구 수영로 18-8, 604호 (문현동, 삼한 사랑채)
78(주)더밸런스코리아부산광역시 남구 용호로 240, 구룡반점 2층 (용호동)
89(주)더좋은날부산광역시 남구 고동골로78번길 53, 1층 (문현동)
910(주)동주프라자부산광역시 남구 수영로 312 (대연동)
순번영업소명영업소소재지(도로명)
535536헤븐코리아부산광역시 남구 용소로13번길 16, 702호 (대연동, 엠파이어빌딩)
536537헤이아띠부산광역시 남구 홍곡로 343, 102동 1812호 (대연동, 대연 대우아파트)
537538헬스트론부산광역시 남구 수영로 209, 102동 304호 (대연동, 일동 지에닌)
538539홈플러스(주) 부산감만점부산광역시 남구 우암로 124 (감만동)
539540화목 턱관절 힐링센터부산광역시 남구 진남로70번길 1, 401호 (대연동, 동원빌딩)
540541휘인메디텍부산광역시 남구 전포대로92번길 27, 4층 c호 (문현동, 부산빌딩주차장)
541542휴먼브릿지부산광역시 남구 동제당로39번길 56, 1층 (문현동)
542543휴먼필 메디오부산광역시 남구 신선로 490, 상가동 2층 202호 (대연동, 삼성아파트)
543544희컴퍼니부산광역시 남구 진남로220번길 31-2, 101호 (문현동, 해동빌라3차)
544545히포상사부산광역시 남구 전포대로92번길 27, 3층 (문현동, 부산빌딩)