Overview

Dataset statistics

Number of variables4
Number of observations23
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory864.0 B
Average record size in memory37.6 B

Variable types

Categorical1
Text3

Dataset

Description부산광역시 연제구 저수조청소업 현황으로, 수도법 제34조에 따른 저수조청소업 신고현황 및 하수도법에 따른 정화조청소업 신고현황 정보를 제공합니다.
Author부산광역시 연제구
URLhttps://www.data.go.kr/data/15025178/fileData.do

Alerts

업종 has constant value ""Constant
상호 has unique valuesUnique

Reproduction

Analysis started2024-03-15 01:44:38.716813
Analysis finished2024-03-15 01:44:39.469790
Duration0.75 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
저수조청소업
23 

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 23
100.0%

Length

2024-03-15T10:44:39.590661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:44:39.806148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
저수조청소업 23
100.0%

상호
Text

UNIQUE 

Distinct23
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size312.0 B
2024-03-15T10:44:40.438347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length8
Mean length6.3478261
Min length2

Characters and Unicode

Total characters146
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

Unique23 ?
Unique (%)100.0%

Sample

1st row부산연제지역자활센터
2nd row동남환경
3rd row롯데환경
4th row대동종합환경
5th row가나산업
ValueCountFrequency (%)
부산연제지역자활센터 1
 
4.2%
동남환경 1
 
4.2%
㈜부산에스비엠 1
 
4.2%
바른 1
 
4.2%
시운환경 1
 
4.2%
㈜케이제이씨에스 1
 
4.2%
㈜국제안전관리 1
 
4.2%
대성환경 1
 
4.2%
모든환경 1
 
4.2%
주)우진비엠에스 1
 
4.2%
Other values (14) 14
58.3%
2024-03-15T10:44:41.387743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 7
 
4.8%
경 7
 
4.8%
환 7
 
4.8%
스 6
 
4.1%
주 6
 
4.1%
( 5
 
3.4%
) 5
 
3.4%
에 5
 
3.4%
제 5
 
3.4%
㈜ 4
 
2.7%
Other values (68) 89
61.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 124
84.9%
Uppercase Letter 7
 
4.8%
Open Punctuation 5
 
3.4%
Close Punctuation 5
 
3.4%
Other Symbol 4
 
2.7%
Space Separator 1
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 7
 
5.6%
경 7
 
5.6%
환 7
 
5.6%
스 6
 
4.8%
주 6
 
4.8%
에 5
 
4.0%
제 5
 
4.0%
씨 3
 
2.4%
비 3
 
2.4%
산 3
 
2.4%
Other values (58) 72
58.1%
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 (%)
㈜ 4
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 128
87.7%
Common 11
 
7.5%
Latin 7
 
4.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 7
 
5.5%
경 7
 
5.5%
환 7
 
5.5%
스 6
 
4.7%
주 6
 
4.7%
에 5
 
3.9%
제 5
 
3.9%
㈜ 4
 
3.1%
씨 3
 
2.3%
비 3
 
2.3%
Other values (59) 75
58.6%
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 124
84.9%
ASCII 18
 
12.3%
None 4
 
2.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 7
 
5.6%
경 7
 
5.6%
환 7
 
5.6%
스 6
 
4.8%
주 6
 
4.8%
에 5
 
4.0%
제 5
 
4.0%
씨 3
 
2.4%
비 3
 
2.4%
산 3
 
2.4%
Other values (58) 72
58.1%
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 (%)
㈜ 4
100.0%

영업소재지
Text

Distinct22
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
2024-03-15T10:44:42.110094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length30
Mean length27.956522
Min length21

Characters and Unicode

Total characters643
Distinct characters62
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

Unique21 ?
Unique (%)91.3%

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 23
19.2%
연제구 23
19.2%
연산동 9
 
7.5%
거제동 5
 
4.2%
2층(연산동 4
 
3.3%
28 2
 
1.7%
2층 2
 
1.7%
토곡로 2
 
1.7%
40 2
 
1.7%
9 2
 
1.7%
Other values (44) 46
38.3%
2024-03-15T10:44:43.509076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
102
 
15.9%
연 41
 
6.4%
산 39
 
6.1%
제 30
 
4.7%
시 24
 
3.7%
로 24
 
3.7%
부 23
 
3.6%
광 23
 
3.6%
역 23
 
3.6%
구 23
 
3.6%
Other values (52) 291
45.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 389
60.5%
Space Separator 102
 
15.9%
Decimal Number 97
 
15.1%
Open Punctuation 22
 
3.4%
Close Punctuation 22
 
3.4%
Other Punctuation 8
 
1.2%
Dash Punctuation 3
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 41
 
10.5%
산 39
 
10.0%
제 30
 
7.7%
시 24
 
6.2%
로 24
 
6.2%
부 23
 
5.9%
광 23
 
5.9%
역 23
 
5.9%
구 23
 
5.9%
동 22
 
5.7%
Other values (36) 117
30.1%
Decimal Number
ValueCountFrequency (%)
2 23
23.7%
1 23
23.7%
7 9
 
9.3%
8 8
 
8.2%
4 7
 
7.2%
0 7
 
7.2%
5 6
 
6.2%
3 5
 
5.2%
9 5
 
5.2%
6 4
 
4.1%
Other Punctuation
ValueCountFrequency (%)
, 7
87.5%
: 1
 
12.5%
Space Separator
ValueCountFrequency (%)
102
100.0%
Open Punctuation
ValueCountFrequency (%)
( 22
100.0%
Close Punctuation
ValueCountFrequency (%)
) 22
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 389
60.5%
Common 254
39.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 41
 
10.5%
산 39
 
10.0%
제 30
 
7.7%
시 24
 
6.2%
로 24
 
6.2%
부 23
 
5.9%
광 23
 
5.9%
역 23
 
5.9%
구 23
 
5.9%
동 22
 
5.7%
Other values (36) 117
30.1%
Common
ValueCountFrequency (%)
102
40.2%
2 23
 
9.1%
1 23
 
9.1%
( 22
 
8.7%
) 22
 
8.7%
7 9
 
3.5%
8 8
 
3.1%
, 7
 
2.8%
4 7
 
2.8%
0 7
 
2.8%
Other values (6) 24
 
9.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 389
60.5%
ASCII 254
39.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
102
40.2%
2 23
 
9.1%
1 23
 
9.1%
( 22
 
8.7%
) 22
 
8.7%
7 9
 
3.5%
8 8
 
3.1%
, 7
 
2.8%
4 7
 
2.8%
0 7
 
2.8%
Other values (6) 24
 
9.4%
Hangul
ValueCountFrequency (%)
연 41
 
10.5%
산 39
 
10.0%
제 30
 
7.7%
시 24
 
6.2%
로 24
 
6.2%
부 23
 
5.9%
광 23
 
5.9%
역 23
 
5.9%
구 23
 
5.9%
동 22
 
5.7%
Other values (36) 117
30.1%

전화번호
Text

Distinct22
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
2024-03-15T10:44:44.281453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length11.869565
Min length9

Characters and Unicode

Total characters273
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

Unique21 ?
Unique (%)91.3%

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
 
8.7%
051-852-8219 1
 
4.3%
051-503-3887 1
 
4.3%
051-522-6622 1
 
4.3%
051-758-0495 1
 
4.3%
051-521-0739 1
 
4.3%
1661-1714 1
 
4.3%
051-502-0300 1
 
4.3%
051-867-0271 1
 
4.3%
051-851-3880 1
 
4.3%
Other values (12) 12
52.2%
2024-03-15T10:44:45.615481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 45
16.5%
- 45
16.5%
0 41
15.0%
1 41
15.0%
8 24
8.8%
6 18
 
6.6%
2 16
 
5.9%
4 12
 
4.4%
7 11
 
4.0%
9 10
 
3.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 228
83.5%
Dash Punctuation 45
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 45
19.7%
0 41
18.0%
1 41
18.0%
8 24
10.5%
6 18
 
7.9%
2 16
 
7.0%
4 12
 
5.3%
7 11
 
4.8%
9 10
 
4.4%
3 10
 
4.4%
Dash Punctuation
ValueCountFrequency (%)
- 45
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 273
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 45
16.5%
- 45
16.5%
0 41
15.0%
1 41
15.0%
8 24
8.8%
6 18
 
6.6%
2 16
 
5.9%
4 12
 
4.4%
7 11
 
4.0%
9 10
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 273
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 45
16.5%
- 45
16.5%
0 41
15.0%
1 41
15.0%
8 24
8.8%
6 18
 
6.6%
2 16
 
5.9%
4 12
 
4.4%
7 11
 
4.0%
9 10
 
3.7%

Correlations

2024-03-15T10:44:45.878786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상호영업소재지전화번호
상호1.0001.0001.000
영업소재지1.0001.0001.000
전화번호1.0001.0001.000

Missing values

2024-03-15T10:44:39.072435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T10:44:39.362288image/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
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
22저수조청소업㈜케이제이에스씨부산광역시 연제구 토곡로 50-1, 지하1층 (연산동)051-462-0881