Overview

Dataset statistics

Number of variables4
Number of observations22
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory836.0 B
Average record size in memory38.0 B

Variable types

Categorical1
Text3

Dataset

Description부산광역시연제구_저수조청소업현황_20230213
Author부산광역시 연제구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15025178

Alerts

업종 has constant value ""Constant
상호 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:04:13.178670
Analysis finished2023-12-10 17:04:13.758410
Duration0.58 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종
Categorical

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
저수조청소업
22 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row저수조청소업
2nd row저수조청소업
3rd row저수조청소업
4th row저수조청소업
5th row저수조청소업

Common Values

ValueCountFrequency (%)
저수조청소업 22
100.0%

Length

2023-12-11T02:04:13.865141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:04:14.011678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
저수조청소업 22
100.0%

상호
Text

UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-11T02:04:14.304281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length8
Mean length6.2727273
Min length2

Characters and Unicode

Total characters138
Distinct characters78
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)100.0%

Sample

1st row부산연제지역자활센터
2nd row동남환경
3rd row롯데환경
4th row대동종합환경
5th row가나산업
ValueCountFrequency (%)
부산연제지역자활센터 1
 
4.3%
세정eng 1
 
4.3%
바른 1
 
4.3%
시운환경 1
 
4.3%
㈜케이제이씨에스 1
 
4.3%
㈜국제안전관리 1
 
4.3%
대성환경 1
 
4.3%
모든환경 1
 
4.3%
주)우진비엠에스 1
 
4.3%
토탈크린서비스 1
 
4.3%
Other values (13) 13
56.5%
2023-12-11T02:04:14.882126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
경 7
 
5.1%
환 7
 
5.1%
주 6
 
4.3%
이 5
 
3.6%
스 5
 
3.6%
( 5
 
3.6%
) 5
 
3.6%
에 4
 
2.9%
제 4
 
2.9%
산 3
 
2.2%
Other values (68) 87
63.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 117
84.8%
Uppercase Letter 7
 
5.1%
Open Punctuation 5
 
3.6%
Close Punctuation 5
 
3.6%
Other Symbol 3
 
2.2%
Space Separator 1
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
경 7
 
6.0%
환 7
 
6.0%
주 6
 
5.1%
이 5
 
4.3%
스 5
 
4.3%
에 4
 
3.4%
제 4
 
3.4%
산 3
 
2.6%
비 3
 
2.6%
대 3
 
2.6%
Other values (58) 70
59.8%
Uppercase Letter
ValueCountFrequency (%)
O 2
28.6%
G 1
14.3%
E 1
14.3%
N 1
14.3%
T 1
14.3%
Y 1
14.3%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 3
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 120
87.0%
Common 11
 
8.0%
Latin 7
 
5.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 7
 
5.8%
환 7
 
5.8%
주 6
 
5.0%
이 5
 
4.2%
스 5
 
4.2%
에 4
 
3.3%
제 4
 
3.3%
산 3
 
2.5%
비 3
 
2.5%
㈜ 3
 
2.5%
Other values (59) 73
60.8%
Latin
ValueCountFrequency (%)
O 2
28.6%
G 1
14.3%
E 1
14.3%
N 1
14.3%
T 1
14.3%
Y 1
14.3%
Common
ValueCountFrequency (%)
( 5
45.5%
) 5
45.5%
1
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 117
84.8%
ASCII 18
 
13.0%
None 3
 
2.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
경 7
 
6.0%
환 7
 
6.0%
주 6
 
5.1%
이 5
 
4.3%
스 5
 
4.3%
에 4
 
3.4%
제 4
 
3.4%
산 3
 
2.6%
비 3
 
2.6%
대 3
 
2.6%
Other values (58) 70
59.8%
ASCII
ValueCountFrequency (%)
( 5
27.8%
) 5
27.8%
O 2
 
11.1%
G 1
 
5.6%
E 1
 
5.6%
N 1
 
5.6%
1
 
5.6%
T 1
 
5.6%
Y 1
 
5.6%
None
ValueCountFrequency (%)
㈜ 3
100.0%

영업소재지
Text

Distinct21
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-11T02:04:15.253884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length31
Mean length27.863636
Min length21

Characters and Unicode

Total characters613
Distinct characters60
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)90.9%

Sample

1st row부산광역시 연제구 봉수로 17, 3층 2호, 창고: 토곡로9번길 16, 101호(연산동)
2nd row부산광역시 연제구 금용로11번길 17-1 (거제동)
3rd row부산광역시 연제구 해맞이로 71 (거제동)
4th row부산광역시 연제구 연미로13번길 20 (연산동)
5th row부산광역시 연제구 과정로265번길 28 (연산동)
ValueCountFrequency (%)
부산광역시 22
19.3%
연제구 22
19.3%
연산동 8
 
7.0%
거제동 5
 
4.4%
2층(연산동 4
 
3.5%
중앙천로14번길1(연산동 2
 
1.8%
2층 2
 
1.8%
40 2
 
1.8%
9 2
 
1.8%
과정로 2
 
1.8%
Other values (42) 43
37.7%
2023-12-11T02:04:15.920943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
97
 
15.8%
연 39
 
6.4%
산 37
 
6.0%
제 29
 
4.7%
2 23
 
3.8%
로 23
 
3.8%
시 23
 
3.8%
구 22
 
3.6%
부 22
 
3.6%
광 22
 
3.6%
Other values (50) 276
45.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 372
60.7%
Space Separator 97
 
15.8%
Decimal Number 93
 
15.2%
Close Punctuation 21
 
3.4%
Open Punctuation 21
 
3.4%
Other Punctuation 7
 
1.1%
Dash Punctuation 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 39
 
10.5%
산 37
 
9.9%
제 29
 
7.8%
로 23
 
6.2%
시 23
 
6.2%
구 22
 
5.9%
부 22
 
5.9%
광 22
 
5.9%
역 22
 
5.9%
동 21
 
5.6%
Other values (34) 112
30.1%
Decimal Number
ValueCountFrequency (%)
2 23
24.7%
1 21
22.6%
7 9
 
9.7%
8 8
 
8.6%
4 7
 
7.5%
0 6
 
6.5%
5 5
 
5.4%
9 5
 
5.4%
3 5
 
5.4%
6 4
 
4.3%
Other Punctuation
ValueCountFrequency (%)
, 6
85.7%
: 1
 
14.3%
Space Separator
ValueCountFrequency (%)
97
100.0%
Close Punctuation
ValueCountFrequency (%)
) 21
100.0%
Open Punctuation
ValueCountFrequency (%)
( 21
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 372
60.7%
Common 241
39.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 39
 
10.5%
산 37
 
9.9%
제 29
 
7.8%
로 23
 
6.2%
시 23
 
6.2%
구 22
 
5.9%
부 22
 
5.9%
광 22
 
5.9%
역 22
 
5.9%
동 21
 
5.6%
Other values (34) 112
30.1%
Common
ValueCountFrequency (%)
97
40.2%
2 23
 
9.5%
1 21
 
8.7%
) 21
 
8.7%
( 21
 
8.7%
7 9
 
3.7%
8 8
 
3.3%
4 7
 
2.9%
, 6
 
2.5%
0 6
 
2.5%
Other values (6) 22
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 372
60.7%
ASCII 241
39.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
97
40.2%
2 23
 
9.5%
1 21
 
8.7%
) 21
 
8.7%
( 21
 
8.7%
7 9
 
3.7%
8 8
 
3.3%
4 7
 
2.9%
, 6
 
2.5%
0 6
 
2.5%
Other values (6) 22
 
9.1%
Hangul
ValueCountFrequency (%)
연 39
 
10.5%
산 37
 
9.9%
제 29
 
7.8%
로 23
 
6.2%
시 23
 
6.2%
구 22
 
5.9%
부 22
 
5.9%
광 22
 
5.9%
역 22
 
5.9%
동 21
 
5.6%
Other values (34) 112
30.1%

전화번호
Text

Distinct21
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-11T02:04:16.183011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length11.863636
Min length9

Characters and Unicode

Total characters261
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

Unique20 ?
Unique (%)90.9%

Sample

1st row051-852-8219
2nd row051-503-3887
3rd row051-501-0118
4th row051-464-5100
5th row051-866-9323
ValueCountFrequency (%)
051-441-9955 2
 
9.1%
051-852-8219 1
 
4.5%
051-505-4288 1
 
4.5%
051-758-0495 1
 
4.5%
051-521-0739 1
 
4.5%
1661-1714 1
 
4.5%
051-502-0300 1
 
4.5%
051-867-0271 1
 
4.5%
051-851-3880 1
 
4.5%
051-687-2003 1
 
4.5%
Other values (11) 11
50.0%
2023-12-11T02:04:16.666818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 44
16.9%
- 43
16.5%
0 39
14.9%
1 39
14.9%
8 22
8.4%
6 17
 
6.5%
2 15
 
5.7%
4 11
 
4.2%
7 11
 
4.2%
9 10
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 218
83.5%
Dash Punctuation 43
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 44
20.2%
0 39
17.9%
1 39
17.9%
8 22
10.1%
6 17
 
7.8%
2 15
 
6.9%
4 11
 
5.0%
7 11
 
5.0%
9 10
 
4.6%
3 10
 
4.6%
Dash Punctuation
ValueCountFrequency (%)
- 43
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 261
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 44
16.9%
- 43
16.5%
0 39
14.9%
1 39
14.9%
8 22
8.4%
6 17
 
6.5%
2 15
 
5.7%
4 11
 
4.2%
7 11
 
4.2%
9 10
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 261
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 44
16.9%
- 43
16.5%
0 39
14.9%
1 39
14.9%
8 22
8.4%
6 17
 
6.5%
2 15
 
5.7%
4 11
 
4.2%
7 11
 
4.2%
9 10
 
3.8%

Correlations

2023-12-11T02:04:16.827997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상호영업소재지전화번호
상호1.0001.0001.000
영업소재지1.0001.0001.000
전화번호1.0001.0001.000

Missing values

2023-12-11T02:04:13.501160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:04:13.695649image/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

업종상호영업소재지전화번호
0저수조청소업부산연제지역자활센터부산광역시 연제구 봉수로 17, 3층 2호, 창고: 토곡로9번길 16, 101호(연산동)051-852-8219
1저수조청소업동남환경부산광역시 연제구 금용로11번길 17-1 (거제동)051-503-3887
2저수조청소업롯데환경부산광역시 연제구 해맞이로 71 (거제동)051-501-0118
3저수조청소업대동종합환경부산광역시 연제구 연미로13번길 20 (연산동)051-464-5100
4저수조청소업가나산업부산광역시 연제구 과정로265번길 28 (연산동)051-866-9323
5저수조청소업주식회사 TOYO부산광역시 연제구 쌍미천로135번길 22 (연산동 대성빌딩 2층)051-865-0166
6저수조청소업(주)영우엔지니어링부산광역시 연제구 쌍미천로162번길 26 (연산동 2층)051-866-2286
7저수조청소업(주)대신에이스부산광역시 연제구 아시아드대로28번길 9 (거제동)051-944-7171
8저수조청소업제일종합상사부산광역시 연제구 중앙천로 29-1 (연산동)051-865-8278
9저수조청소업(주)한솔이앤씨부산광역시 연제구 과정로 254, 2층(연산동)051-755-3835
업종상호영업소재지전화번호
12저수조청소업자바코공사부산광역시 연제구 거제대로74번길 35 (거제동)051-687-2003
13저수조청소업토탈크린서비스부산광역시 연제구 과정로278번길 12 (연산동)051-851-3880
14저수조청소업(주)우진비엠에스부산광역시 연제구 토곡로 40 삼미빌딩 2층(연산동)051-867-0271
15저수조청소업모든환경부산광역시 연제구 마곡천로 18 (연산동)051-502-0300
16저수조청소업대성환경부산광역시 연제구 쌍미천로 28 (연산동)1661-1714
17저수조청소업㈜국제안전관리부산광역시 연제구 중앙천로14번길1(연산동)051-441-9955
18저수조청소업㈜케이제이씨에스부산광역시 연제구 중앙천로14번길1(연산동)051-441-9955
19저수조청소업시운환경부산광역시 연제구 고분로248번길 37051-521-0739
20저수조청소업바른부산광역시 연제구 월드컵대로187번길 25(거제동)051-758-0495
21저수조청소업㈜부산에스비엠부산광역시 연제구 과정로 270, 2층(연산동)051-522-6622