Overview

Dataset statistics

Number of variables4
Number of observations55
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory35.4 B

Variable types

Numeric1
Text2
Categorical1

Dataset

Description부산광역시남구_방문판매업현황_20220711
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3081534

Alerts

번호 has unique valuesUnique
법인또는상호 has unique valuesUnique
소재지주소 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:20:31.181740
Analysis finished2023-12-10 16:20:31.943401
Duration0.76 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28
Minimum1
Maximum55
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2023-12-11T01:20:32.059168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.7
Q114.5
median28
Q341.5
95-th percentile52.3
Maximum55
Range54
Interquartile range (IQR)27

Descriptive statistics

Standard deviation16.02082
Coefficient of variation (CV)0.57217214
Kurtosis-1.2
Mean28
Median Absolute Deviation (MAD)14
Skewness0
Sum1540
Variance256.66667
MonotonicityStrictly increasing
2023-12-11T01:20:32.293939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.8%
2 1
 
1.8%
31 1
 
1.8%
32 1
 
1.8%
33 1
 
1.8%
34 1
 
1.8%
35 1
 
1.8%
36 1
 
1.8%
37 1
 
1.8%
38 1
 
1.8%
Other values (45) 45
81.8%
ValueCountFrequency (%)
1 1
1.8%
2 1
1.8%
3 1
1.8%
4 1
1.8%
5 1
1.8%
6 1
1.8%
7 1
1.8%
8 1
1.8%
9 1
1.8%
10 1
1.8%
ValueCountFrequency (%)
55 1
1.8%
54 1
1.8%
53 1
1.8%
52 1
1.8%
51 1
1.8%
50 1
1.8%
49 1
1.8%
48 1
1.8%
47 1
1.8%
46 1
1.8%

법인또는상호
Text

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2023-12-11T01:20:32.693025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length14
Mean length7.9818182
Min length2

Characters and Unicode

Total characters439
Distinct characters176
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique55 ?
Unique (%)100.0%

Sample

1st row영신정보통신
2nd row제이제이스칼프
3rd row한경
4th row뉴질랜드 마켓
5th row미건의료기(헬시스)대연점
ValueCountFrequency (%)
주식회사 3
 
3.8%
마임 2
 
2.5%
영신정보통신 1
 
1.2%
헬스 1
 
1.2%
한미 1
 
1.2%
홍선생미술부산남구지사 1
 
1.2%
조은 1
 
1.2%
the 1
 
1.2%
수임 1
 
1.2%
뮤지칼 1
 
1.2%
Other values (67) 67
83.8%
2023-12-11T01:20:33.463522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
25
 
5.7%
스 12
 
2.7%
부 12
 
2.7%
사 11
 
2.5%
이 11
 
2.5%
남 11
 
2.5%
리 10
 
2.3%
대 8
 
1.8%
산 7
 
1.6%
( 7
 
1.6%
Other values (166) 325
74.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 376
85.6%
Space Separator 25
 
5.7%
Uppercase Letter 11
 
2.5%
Lowercase Letter 11
 
2.5%
Open Punctuation 7
 
1.6%
Close Punctuation 7
 
1.6%
Other Symbol 2
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 12
 
3.2%
부 12
 
3.2%
사 11
 
2.9%
이 11
 
2.9%
남 11
 
2.9%
리 10
 
2.7%
대 8
 
2.1%
산 7
 
1.9%
생 7
 
1.9%
점 6
 
1.6%
Other values (146) 281
74.7%
Uppercase Letter
ValueCountFrequency (%)
A 2
18.2%
H 2
18.2%
T 2
18.2%
B 1
9.1%
N 1
9.1%
I 1
9.1%
Y 1
9.1%
Z 1
9.1%
Lowercase Letter
ValueCountFrequency (%)
o 2
18.2%
e 2
18.2%
h 2
18.2%
a 1
9.1%
l 1
9.1%
t 1
9.1%
f 1
9.1%
d 1
9.1%
Space Separator
ValueCountFrequency (%)
25
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 378
86.1%
Common 39
 
8.9%
Latin 22
 
5.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 12
 
3.2%
부 12
 
3.2%
사 11
 
2.9%
이 11
 
2.9%
남 11
 
2.9%
리 10
 
2.6%
대 8
 
2.1%
산 7
 
1.9%
생 7
 
1.9%
점 6
 
1.6%
Other values (147) 283
74.9%
Latin
ValueCountFrequency (%)
A 2
 
9.1%
o 2
 
9.1%
e 2
 
9.1%
H 2
 
9.1%
T 2
 
9.1%
h 2
 
9.1%
a 1
 
4.5%
B 1
 
4.5%
l 1
 
4.5%
t 1
 
4.5%
Other values (6) 6
27.3%
Common
ValueCountFrequency (%)
25
64.1%
( 7
 
17.9%
) 7
 
17.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 376
85.6%
ASCII 61
 
13.9%
None 2
 
0.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
25
41.0%
( 7
 
11.5%
) 7
 
11.5%
A 2
 
3.3%
o 2
 
3.3%
e 2
 
3.3%
H 2
 
3.3%
T 2
 
3.3%
h 2
 
3.3%
a 1
 
1.6%
Other values (9) 9
 
14.8%
Hangul
ValueCountFrequency (%)
스 12
 
3.2%
부 12
 
3.2%
사 11
 
2.9%
이 11
 
2.9%
남 11
 
2.9%
리 10
 
2.7%
대 8
 
2.1%
산 7
 
1.9%
생 7
 
1.9%
점 6
 
1.6%
Other values (146) 281
74.7%
None
ValueCountFrequency (%)
㈜ 2
100.0%

소재지주소
Text

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
2023-12-11T01:20:33.930729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length42
Mean length31.945455
Min length9

Characters and Unicode

Total characters1757
Distinct characters141
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique55 ?
Unique (%)100.0%

Sample

1st row부산광역시 남구 유엔로 112(대연동)
2nd row부산광역시 남구 석포로 35-1， 1층 (감만동)
3rd row부산광역시 남구 수영로 283， 101동 1717호 (대연동， 벽산e-솔렌스힐)
4th row부산광역시 남구 못골로 61， 1층 (대연동)
5th row부산광역시 남구 못골로 68， 지하층 (대연동)
ValueCountFrequency (%)
부산광역시 54
 
15.3%
남구 54
 
15.3%
대연동 14
 
4.0%
문현동 10
 
2.8%
수영로 9
 
2.5%
대연동， 8
 
2.3%
1층 8
 
2.3%
용당동 7
 
2.0%
신선로 6
 
1.7%
2층 6
 
1.7%
Other values (146) 177
50.1%
2023-12-11T01:20:34.686569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
298
 
17.0%
1 77
 
4.4%
동 69
 
3.9%
， 64
 
3.6%
시 58
 
3.3%
산 57
 
3.2%
남 56
 
3.2%
부 55
 
3.1%
로 55
 
3.1%
( 55
 
3.1%
Other values (131) 913
52.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 950
54.1%
Decimal Number 306
 
17.4%
Space Separator 298
 
17.0%
Other Punctuation 64
 
3.6%
Open Punctuation 55
 
3.1%
Close Punctuation 55
 
3.1%
Dash Punctuation 14
 
0.8%
Uppercase Letter 10
 
0.6%
Lowercase Letter 5
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 69
 
7.3%
시 58
 
6.1%
산 57
 
6.0%
남 56
 
5.9%
부 55
 
5.8%
로 55
 
5.8%
광 54
 
5.7%
역 54
 
5.7%
구 54
 
5.7%
호 36
 
3.8%
Other values (103) 402
42.3%
Decimal Number
ValueCountFrequency (%)
1 77
25.2%
2 51
16.7%
0 39
12.7%
3 39
12.7%
6 23
 
7.5%
4 20
 
6.5%
5 16
 
5.2%
9 14
 
4.6%
8 14
 
4.6%
7 13
 
4.2%
Uppercase Letter
ValueCountFrequency (%)
A 2
20.0%
I 1
10.0%
H 1
10.0%
W 1
10.0%
E 1
10.0%
V 1
10.0%
K 1
10.0%
S 1
10.0%
C 1
10.0%
Lowercase Letter
ValueCountFrequency (%)
l 2
40.0%
i 1
20.0%
s 1
20.0%
e 1
20.0%
Space Separator
ValueCountFrequency (%)
298
100.0%
Other Punctuation
ValueCountFrequency (%)
， 64
100.0%
Open Punctuation
ValueCountFrequency (%)
( 55
100.0%
Close Punctuation
ValueCountFrequency (%)
) 55
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 14
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 950
54.1%
Common 792
45.1%
Latin 15
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 69
 
7.3%
시 58
 
6.1%
산 57
 
6.0%
남 56
 
5.9%
부 55
 
5.8%
로 55
 
5.8%
광 54
 
5.7%
역 54
 
5.7%
구 54
 
5.7%
호 36
 
3.8%
Other values (103) 402
42.3%
Common
ValueCountFrequency (%)
298
37.6%
1 77
 
9.7%
， 64
 
8.1%
( 55
 
6.9%
) 55
 
6.9%
2 51
 
6.4%
0 39
 
4.9%
3 39
 
4.9%
6 23
 
2.9%
4 20
 
2.5%
Other values (5) 71
 
9.0%
Latin
ValueCountFrequency (%)
A 2
13.3%
l 2
13.3%
I 1
 
6.7%
i 1
 
6.7%
s 1
 
6.7%
H 1
 
6.7%
W 1
 
6.7%
E 1
 
6.7%
V 1
 
6.7%
K 1
 
6.7%
Other values (3) 3
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 950
54.1%
ASCII 743
42.3%
None 64
 
3.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
298
40.1%
1 77
 
10.4%
( 55
 
7.4%
) 55
 
7.4%
2 51
 
6.9%
0 39
 
5.2%
3 39
 
5.2%
6 23
 
3.1%
4 20
 
2.7%
5 16
 
2.2%
Other values (17) 70
 
9.4%
Hangul
ValueCountFrequency (%)
동 69
 
7.3%
시 58
 
6.1%
산 57
 
6.0%
남 56
 
5.9%
부 55
 
5.8%
로 55
 
5.8%
광 54
 
5.7%
역 54
 
5.7%
구 54
 
5.7%
호 36
 
3.8%
Other values (103) 402
42.3%
None
ValueCountFrequency (%)
， 64
100.0%

취급품목
Categorical

Distinct17
Distinct (%)30.9%
Missing0
Missing (%)0.0%
Memory size572.0 B
기타
11 
건강식품
8 
자동차/자동차용품
6 
화장품/미용용품
5 
교육/도서
4 
Other values (12)
21 

Length

Max length69
Median length42
Mean length8.8727273
Min length2

Unique

Unique7 ?
Unique (%)12.7%

Sample

1st row통신기기 기타
2nd row화장품/미용용품
3rd row기타
4th row건강식품
5th row기타

Common Values

ValueCountFrequency (%)
기타 11
20.0%
건강식품 8
14.5%
자동차/자동차용품 6
10.9%
화장품/미용용품 5
9.1%
교육/도서 4
 
7.3%
통신기기 4
 
7.3%
건강식품 화장품/미용용품 4
 
7.3%
의류/패션 2
 
3.6%
가전 2
 
3.6%
통신기기 기타 2
 
3.6%
Other values (7) 7
12.7%

Length

2023-12-11T01:20:34.956258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
건강식품 16
18.2%
기타 15
17.0%
화장품/미용용품 14
15.9%
통신기기 9
10.2%
자동차/자동차용품 7
8.0%
교육/도서 6
 
6.8%
의류/패션 5
 
5.7%
가전 5
 
5.7%
생활용품/세제류 5
 
5.7%
회원권/상품권 3
 
3.4%

Interactions

2023-12-11T01:20:31.559832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:20:35.086548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호법인또는상호소재지주소취급품목
번호1.0001.0001.0000.568
법인또는상호1.0001.0001.0001.000
소재지주소1.0001.0001.0001.000
취급품목0.5681.0001.0001.000
2023-12-11T01:20:35.280191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호취급품목
번호1.0000.245
취급품목0.2451.000

Missing values

2023-12-11T01:20:31.725644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:20:31.880724image/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

번호법인또는상호소재지주소취급품목
01영신정보통신부산광역시 남구 유엔로 112(대연동)통신기기 기타
12제이제이스칼프부산광역시 남구 석포로 35-1， 1층 (감만동)화장품/미용용품
23한경부산광역시 남구 수영로 283， 101동 1717호 (대연동， 벽산e-솔렌스힐)기타
34뉴질랜드 마켓부산광역시 남구 못골로 61， 1층 (대연동)건강식품
45미건의료기(헬시스)대연점부산광역시 남구 못골로 68， 지하층 (대연동)기타
56헬스앤푸드 (Health N food)부산광역시 남구 황령대로 355-37， 502호 (대연동， 젠스존)컴퓨터/사무용품 통신기기
67해성IT부산광역시 남구 천제등로16번길 19， 3층 (대연동)통신기기
78퍼퓨어그룹코리아부산광역시 남구 황령대로 488(대연동)화장품/미용용품
89마임 부산남부 비전지사부산광역시 남구 용호로 158， 2층 (용호동)건강식품 화장품/미용용품
910굿피트 코리아 남부지사(팔팔)부산광역시 남구 수영로 211， 1층 (대연동)기타
번호법인또는상호소재지주소취급품목
4546환생부산광역시 남구 못골번영로72번길 26， 402호 (대연동，사슴빌라)건강식품
4647알엔에프부산총판부산광역시 남구 수영로196번길 89 (대연동)기타
4748온누리종합상사부산광역시 남구 고동골로 10-1 (문현동)건강식품
4849그린훼밀리부산광역시 남구 전포대로 37 (문현동)가전
4950쌍용자동차부산남부대리점부산광역시 남구 수영로 60， 지산빌딩 1층 (문현동)자동차/자동차용품
5051㈜광명생약부산광역시 남구 신선로 340， C호 (용당동)건강식품
5152현대용호판매대리점용호1동160-2자동차/자동차용품
5253남천쉐보레자동차판매부산광역시 남구 황령대로 486， 201， 202， 203， 204호 (대연동)자동차/자동차용품
5354기아자동차 용호대리점㈜부산광역시 남구 용호로 88， 1，2층 (용호동， 명진빌딩)자동차/자동차용품
5455현대대연판매대리점부산광역시 남구 석포로 143， 1，3층 (대연동)자동차/자동차용품