Overview

Dataset statistics

Number of variables5
Number of observations242
Missing cells15
Missing cells (%)1.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.6 KiB
Average record size in memory40.5 B

Variable types

Categorical1
Text4

Dataset

Description대구광역시 환경자원사업소에 폐기물 반입이 허용된 업체 현황 데이터입니다.
Author대구광역시
URLhttps://www.data.go.kr/data/15087717/fileData.do

Alerts

전화번호 has 15 (6.2%) missing valuesMissing

Reproduction

Analysis started2023-12-11 22:46:52.954919
Analysis finished2023-12-11 22:46:53.308570
Duration0.35 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

지역명
Categorical

Distinct8
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
동구
57 
달성군
41 
달서구
32 
북구
26 
수성구
26 
Other values (3)
60 

Length

Max length3
Median length2
Mean length2.4090909
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동구 57
23.6%
달성군 41
16.9%
달서구 32
13.2%
북구 26
10.7%
수성구 26
10.7%
서구 23
9.5%
남구 22
 
9.1%
중구 15
 
6.2%

Length

2023-12-12T07:46:53.368989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T07:46:53.471779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동구 57
23.6%
달성군 41
16.9%
달서구 32
13.2%
북구 26
10.7%
수성구 26
10.7%
서구 23
9.5%
남구 22
 
9.1%
중구 15
 
6.2%

회사명
Text

Distinct234
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2023-12-12T07:46:53.650902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length12.5
Mean length7.4710744
Min length2

Characters and Unicode

Total characters1808
Distinct characters188
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique227 ?
Unique (%)93.8%

Sample

1st row중구청(환경자원과)
2nd row대일주택관리
3rd row계명대학교 동산의료원
4th row동아쇼핑
5th row중구청(건설과)
ValueCountFrequency (%)
대구환경공단 7
 
2.7%
주)유창알앤씨 4
 
1.5%
대진환경건설(주 3
 
1.1%
주식회사 3
 
1.1%
주)코머스건설 2
 
0.8%
주)현대환경 2
 
0.8%
계명대학교 2
 
0.8%
상수도사업본부 2
 
0.8%
서부사업소 2
 
0.8%
주)덕진엔지니어링 2
 
0.8%
Other values (229) 233
88.9%
2023-12-12T07:46:53.992419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
( 161
 
8.9%
) 161
 
8.9%
주 138
 
7.6%
경 87
 
4.8%
환 84
 
4.6%
업 65
 
3.6%
대 52
 
2.9%
구 50
 
2.8%
설 34
 
1.9%
원 33
 
1.8%
Other values (178) 943
52.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1435
79.4%
Open Punctuation 161
 
8.9%
Close Punctuation 161
 
8.9%
Decimal Number 27
 
1.5%
Space Separator 20
 
1.1%
Dash Punctuation 4
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 138
 
9.6%
경 87
 
6.1%
환 84
 
5.9%
업 65
 
4.5%
대 52
 
3.6%
구 50
 
3.5%
설 34
 
2.4%
원 33
 
2.3%
산 33
 
2.3%
건 33
 
2.3%
Other values (166) 826
57.6%
Decimal Number
ValueCountFrequency (%)
1 6
22.2%
3 5
18.5%
5 4
14.8%
6 4
14.8%
7 3
11.1%
2 2
 
7.4%
9 2
 
7.4%
0 1
 
3.7%
Open Punctuation
ValueCountFrequency (%)
( 161
100.0%
Close Punctuation
ValueCountFrequency (%)
) 161
100.0%
Space Separator
ValueCountFrequency (%)
20
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1435
79.4%
Common 373
 
20.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 138
 
9.6%
경 87
 
6.1%
환 84
 
5.9%
업 65
 
4.5%
대 52
 
3.6%
구 50
 
3.5%
설 34
 
2.4%
원 33
 
2.3%
산 33
 
2.3%
건 33
 
2.3%
Other values (166) 826
57.6%
Common
ValueCountFrequency (%)
( 161
43.2%
) 161
43.2%
20
 
5.4%
1 6
 
1.6%
3 5
 
1.3%
5 4
 
1.1%
6 4
 
1.1%
- 4
 
1.1%
7 3
 
0.8%
2 2
 
0.5%
Other values (2) 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1435
79.4%
ASCII 373
 
20.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
( 161
43.2%
) 161
43.2%
20
 
5.4%
1 6
 
1.6%
3 5
 
1.3%
5 4
 
1.1%
6 4
 
1.1%
- 4
 
1.1%
7 3
 
0.8%
2 2
 
0.5%
Other values (2) 3
 
0.8%
Hangul
ValueCountFrequency (%)
주 138
 
9.6%
경 87
 
6.1%
환 84
 
5.9%
업 65
 
4.5%
대 52
 
3.6%
구 50
 
3.5%
설 34
 
2.4%
원 33
 
2.3%
산 33
 
2.3%
건 33
 
2.3%
Other values (166) 826
57.6%

우편번호
Text

Distinct147
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2023-12-12T07:46:54.301281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length5
Mean length5.0578512
Min length5

Characters and Unicode

Total characters1224
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

Unique90 ?
Unique (%)37.2%

Sample

1st row41908
2nd row41903
3rd row41931
4th row41936
5th row41908
ValueCountFrequency (%)
42929 9
 
3.7%
41039 9
 
3.7%
42697 5
 
2.1%
42716 4
 
1.7%
42699 4
 
1.7%
41169 4
 
1.7%
42904 4
 
1.7%
41041 4
 
1.7%
41480 3
 
1.2%
41908 3
 
1.2%
Other values (137) 193
79.8%
2023-12-12T07:46:54.785676image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4 303
24.8%
2 196
16.0%
1 184
15.0%
9 118
 
9.6%
0 112
 
9.2%
7 74
 
6.0%
6 65
 
5.3%
8 63
 
5.1%
3 51
 
4.2%
5 51
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1217
99.4%
Dash Punctuation 7
 
0.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 303
24.9%
2 196
16.1%
1 184
15.1%
9 118
 
9.7%
0 112
 
9.2%
7 74
 
6.1%
6 65
 
5.3%
8 63
 
5.2%
3 51
 
4.2%
5 51
 
4.2%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1224
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
4 303
24.8%
2 196
16.0%
1 184
15.0%
9 118
 
9.6%
0 112
 
9.2%
7 74
 
6.0%
6 65
 
5.3%
8 63
 
5.1%
3 51
 
4.2%
5 51
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1224
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 303
24.8%
2 196
16.0%
1 184
15.0%
9 118
 
9.6%
0 112
 
9.2%
7 74
 
6.0%
6 65
 
5.3%
8 63
 
5.1%
3 51
 
4.2%
5 51
 
4.2%

주소
Text

Distinct200
Distinct (%)82.6%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2023-12-12T07:46:55.134263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length51
Median length43
Mean length21.929752
Min length12

Characters and Unicode

Total characters5307
Distinct characters194
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique169 ?
Unique (%)69.8%

Sample

1st row대구광역시 중구 동인동2가 177-4 중구청
2nd row대구광역시 중구 태평로1가 1-187 태평라이프 2층 250호
3rd row대구광역시 중구 동산동 194 동산의료원
4th row대구광역시 중구 덕산동 53-3 동아쇼핑
5th row대구광역시 중구 동인동2가 177-4 중구청
ValueCountFrequency (%)
대구광역시 163
 
14.3%
대구 80
 
7.0%
동구 54
 
4.7%
달성군 48
 
4.2%
달서구 39
 
3.4%
서구 26
 
2.3%
북구 25
 
2.2%
수성구 21
 
1.8%
다사읍 17
 
1.5%
남구 15
 
1.3%
Other values (379) 650
57.1%
2023-12-12T07:46:55.688785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1086
20.5%
구 457
 
8.6%
대 275
 
5.2%
동 272
 
5.1%
1 232
 
4.4%
- 183
 
3.4%
시 171
 
3.2%
역 163
 
3.1%
광 163
 
3.1%
2 142
 
2.7%
Other values (184) 2163
40.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2872
54.1%
Decimal Number 1145
 
21.6%
Space Separator 1086
 
20.5%
Dash Punctuation 183
 
3.4%
Open Punctuation 8
 
0.2%
Close Punctuation 8
 
0.2%
Other Punctuation 3
 
0.1%
Uppercase Letter 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 457
15.9%
대 275
 
9.6%
동 272
 
9.5%
시 171
 
6.0%
역 163
 
5.7%
광 163
 
5.7%
서 95
 
3.3%
달 94
 
3.3%
성 86
 
3.0%
리 72
 
2.5%
Other values (165) 1024
35.7%
Decimal Number
ValueCountFrequency (%)
1 232
20.3%
2 142
12.4%
3 139
12.1%
0 131
11.4%
6 101
8.8%
5 87
 
7.6%
7 84
 
7.3%
8 80
 
7.0%
4 77
 
6.7%
9 72
 
6.3%
Other Punctuation
ValueCountFrequency (%)
/ 1
33.3%
. 1
33.3%
, 1
33.3%
Uppercase Letter
ValueCountFrequency (%)
C 1
50.0%
B 1
50.0%
Space Separator
ValueCountFrequency (%)
1086
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 183
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2872
54.1%
Common 2433
45.8%
Latin 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 457
15.9%
대 275
 
9.6%
동 272
 
9.5%
시 171
 
6.0%
역 163
 
5.7%
광 163
 
5.7%
서 95
 
3.3%
달 94
 
3.3%
성 86
 
3.0%
리 72
 
2.5%
Other values (165) 1024
35.7%
Common
ValueCountFrequency (%)
1086
44.6%
1 232
 
9.5%
- 183
 
7.5%
2 142
 
5.8%
3 139
 
5.7%
0 131
 
5.4%
6 101
 
4.2%
5 87
 
3.6%
7 84
 
3.5%
8 80
 
3.3%
Other values (7) 168
 
6.9%
Latin
ValueCountFrequency (%)
C 1
50.0%
B 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2872
54.1%
ASCII 2435
45.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1086
44.6%
1 232
 
9.5%
- 183
 
7.5%
2 142
 
5.8%
3 139
 
5.7%
0 131
 
5.4%
6 101
 
4.1%
5 87
 
3.6%
7 84
 
3.4%
8 80
 
3.3%
Other values (9) 170
 
7.0%
Hangul
ValueCountFrequency (%)
구 457
15.9%
대 275
 
9.6%
동 272
 
9.5%
시 171
 
6.0%
역 163
 
5.7%
광 163
 
5.7%
서 95
 
3.3%
달 94
 
3.3%
성 86
 
3.0%
리 72
 
2.5%
Other values (165) 1024
35.7%

전화번호
Text

MISSING 

Distinct181
Distinct (%)79.7%
Missing15
Missing (%)6.2%
Memory size2.0 KiB
2023-12-12T07:46:55.979962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters2724
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

Unique154 ?
Unique (%)67.8%

Sample

1st row053-661-2714
2nd row053-423-5552
3rd row053-250-7883
4th row053-251-3212
5th row053-661-2913
ValueCountFrequency (%)
053-355-7300 8
 
3.5%
053-290-3136 5
 
2.2%
053-984-7323 5
 
2.2%
053-526-4377 5
 
2.2%
053-592-9393 3
 
1.3%
053-939-1009 3
 
1.3%
053-593-3451 3
 
1.3%
053-959-7270 3
 
1.3%
053-251-3212 2
 
0.9%
053-614-6506 2
 
0.9%
Other values (171) 188
82.8%
2023-12-12T07:46:56.414015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 454
16.7%
5 450
16.5%
3 406
14.9%
0 380
14.0%
6 185
6.8%
2 181
 
6.6%
7 155
 
5.7%
4 133
 
4.9%
9 130
 
4.8%
1 128
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2270
83.3%
Dash Punctuation 454
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 450
19.8%
3 406
17.9%
0 380
16.7%
6 185
8.1%
2 181
8.0%
7 155
 
6.8%
4 133
 
5.9%
9 130
 
5.7%
1 128
 
5.6%
8 122
 
5.4%
Dash Punctuation
ValueCountFrequency (%)
- 454
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 2724
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 454
16.7%
5 450
16.5%
3 406
14.9%
0 380
14.0%
6 185
6.8%
2 181
 
6.6%
7 155
 
5.7%
4 133
 
4.9%
9 130
 
4.8%
1 128
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2724
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 454
16.7%
5 450
16.5%
3 406
14.9%
0 380
14.0%
6 185
6.8%
2 181
 
6.6%
7 155
 
5.7%
4 133
 
4.9%
9 130
 
4.8%
1 128
 
4.7%

Missing values

2023-12-12T07:46:53.190804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T07:46:53.275113image/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

지역명회사명우편번호주소전화번호
0중구중구청(환경자원과)41908대구광역시 중구 동인동2가 177-4 중구청053-661-2714
1중구대일주택관리41903대구광역시 중구 태평로1가 1-187 태평라이프 2층 250호053-423-5552
2중구계명대학교 동산의료원41931대구광역시 중구 동산동 194 동산의료원053-250-7883
3중구동아쇼핑41936대구광역시 중구 덕산동 53-3 동아쇼핑053-251-3212
4중구중구청(건설과)41908대구광역시 중구 동인동2가 177-4 중구청053-661-2913
5중구중구청(도시경관과)41908대구광역시 중구 동인동2가 177-4 중구청053-661-2854
6중구(주)중부산업개발41925대구광역시 중구 대신동 5-2 달성빌딩053-256-8272
7중구(주)삼명환경41955대구광역시 중구 대봉동 88-24053-421-7419
8중구(주)동림건설41250대구광역시 동구 신천동 296-2053-753-8504
9중구(주)그린알앤이41925대구광역시 중구 대신동 5-2 달성빌딩053-256-8272
지역명회사명우편번호주소전화번호
232달성군다은환경42929대구광역시 달성군 다사읍 서재리 125053-587-6872
233달성군주식회사 빅토리42970대구광역시 달성군 옥포면 본리리 2375053-290-3136
234달성군지에스건설(주)42926대구광역시 달성군 다사읍 방천리 421053-741-6235
235달성군태경개발(주)42972대구광역시 달성군 옥포면 기세리 161-8053-614-6506
236달성군(주)달성환경산업42929대구광역시 달성군 다사읍 서재리 125053-587-6872
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