Overview

Dataset statistics

Number of variables4
Number of observations76
Missing cells8
Missing cells (%)2.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory33.7 B

Variable types

Categorical1
Text3

Dataset

Description부산광역시_동구_집단급식소현황_20220113
Author부산광역시 동구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15028639

Alerts

업종명 has constant value ""Constant
소재지전화 has 8 (10.5%) missing valuesMissing
업소명 has unique valuesUnique
소재지(도로명) has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:19:10.932380
Analysis finished2023-12-10 16:19:11.347111
Duration0.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size740.0 B
집단급식소
76 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
집단급식소 76
100.0%

Length

2023-12-11T01:19:11.401619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:19:11.484599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
집단급식소 76
100.0%

업소명
Text

UNIQUE 

Distinct76
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size740.0 B
2023-12-11T01:19:11.698234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length18
Mean length8.3947368
Min length4

Characters and Unicode

Total characters638
Distinct characters161
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique76 ?
Unique (%)100.0%

Sample

1st row동일중앙초등학교
2nd row경남여자중학교
3rd row수정어린이집
4th row한국철도공사부산경남본부
5th row수정삼성어린이집
ValueCountFrequency (%)
어린이집 3
 
3.2%
동구노인복지관 2
 
2.1%
주식회사 2
 
2.1%
동일중앙초등학교 1
 
1.1%
부산동여자중학교 1
 
1.1%
효원어린이집 1
 
1.1%
복지관 1
 
1.1%
장애인 1
 
1.1%
동구 1
 
1.1%
선화여자중학교 1
 
1.1%
Other values (80) 80
85.1%
2023-12-11T01:19:12.043250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 26
 
4.1%
부 19
 
3.0%
산 19
 
3.0%
교 19
 
3.0%
이 19
 
3.0%
18
 
2.8%
학 18
 
2.8%
어 17
 
2.7%
집 16
 
2.5%
린 16
 
2.5%
Other values (151) 451
70.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 603
94.5%
Space Separator 18
 
2.8%
Open Punctuation 7
 
1.1%
Close Punctuation 7
 
1.1%
Decimal Number 3
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 26
 
4.3%
부 19
 
3.2%
산 19
 
3.2%
교 19
 
3.2%
이 19
 
3.2%
학 18
 
3.0%
어 17
 
2.8%
집 16
 
2.7%
린 16
 
2.7%
병 15
 
2.5%
Other values (146) 419
69.5%
Decimal Number
ValueCountFrequency (%)
4 2
66.7%
1 1
33.3%
Space Separator
ValueCountFrequency (%)
18
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 603
94.5%
Common 35
 
5.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 26
 
4.3%
부 19
 
3.2%
산 19
 
3.2%
교 19
 
3.2%
이 19
 
3.2%
학 18
 
3.0%
어 17
 
2.8%
집 16
 
2.7%
린 16
 
2.7%
병 15
 
2.5%
Other values (146) 419
69.5%
Common
ValueCountFrequency (%)
18
51.4%
( 7
 
20.0%
) 7
 
20.0%
4 2
 
5.7%
1 1
 
2.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 603
94.5%
ASCII 35
 
5.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 26
 
4.3%
부 19
 
3.2%
산 19
 
3.2%
교 19
 
3.2%
이 19
 
3.2%
학 18
 
3.0%
어 17
 
2.8%
집 16
 
2.7%
린 16
 
2.7%
병 15
 
2.5%
Other values (146) 419
69.5%
ASCII
ValueCountFrequency (%)
18
51.4%
( 7
 
20.0%
) 7
 
20.0%
4 2
 
5.7%
1 1
 
2.9%

소재지(도로명)
Text

UNIQUE 

Distinct76
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size740.0 B
2023-12-11T01:19:12.320729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length38
Mean length25.921053
Min length21

Characters and Unicode

Total characters1970
Distinct characters107
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

Unique76 ?
Unique (%)100.0%

Sample

1st row부산광역시 동구 구봉로 46 (수정동,신관)
2nd row부산광역시 동구 초량중로 142 (수정동)
3rd row부산광역시 동구 수정공원로129번길 10 (수정동)
4th row부산광역시 동구 중앙대로 206 (초량동)
5th row부산광역시 동구 수정중로 33 (수정동)
ValueCountFrequency (%)
동구 77
18.4%
부산광역시 76
18.2%
초량동 22
 
5.3%
수정동 20
 
4.8%
범일동 19
 
4.5%
중앙대로 13
 
3.1%
좌천동 11
 
2.6%
충장대로 6
 
1.4%
범일로 6
 
1.4%
1층 5
 
1.2%
Other values (131) 163
39.0%
2023-12-11T01:19:12.726235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
343
17.4%
동 155
 
7.9%
구 80
 
4.1%
산 79
 
4.0%
) 78
 
4.0%
( 78
 
4.0%
부 77
 
3.9%
광 76
 
3.9%
역 76
 
3.9%
시 76
 
3.9%
Other values (97) 852
43.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1185
60.2%
Space Separator 343
 
17.4%
Decimal Number 251
 
12.7%
Close Punctuation 78
 
4.0%
Open Punctuation 78
 
4.0%
Other Punctuation 29
 
1.5%
Dash Punctuation 4
 
0.2%
Uppercase Letter 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 155
 
13.1%
구 80
 
6.8%
산 79
 
6.7%
부 77
 
6.5%
광 76
 
6.4%
역 76
 
6.4%
시 76
 
6.4%
로 76
 
6.4%
초 37
 
3.1%
량 36
 
3.0%
Other values (79) 417
35.2%
Decimal Number
ValueCountFrequency (%)
1 56
22.3%
4 36
14.3%
2 34
13.5%
3 24
9.6%
7 20
 
8.0%
5 19
 
7.6%
8 17
 
6.8%
9 16
 
6.4%
0 16
 
6.4%
6 13
 
5.2%
Other Punctuation
ValueCountFrequency (%)
, 28
96.6%
/ 1
 
3.4%
Uppercase Letter
ValueCountFrequency (%)
T 1
50.0%
B 1
50.0%
Space Separator
ValueCountFrequency (%)
343
100.0%
Close Punctuation
ValueCountFrequency (%)
) 78
100.0%
Open Punctuation
ValueCountFrequency (%)
( 78
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1185
60.2%
Common 783
39.7%
Latin 2
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 155
 
13.1%
구 80
 
6.8%
산 79
 
6.7%
부 77
 
6.5%
광 76
 
6.4%
역 76
 
6.4%
시 76
 
6.4%
로 76
 
6.4%
초 37
 
3.1%
량 36
 
3.0%
Other values (79) 417
35.2%
Common
ValueCountFrequency (%)
343
43.8%
) 78
 
10.0%
( 78
 
10.0%
1 56
 
7.2%
4 36
 
4.6%
2 34
 
4.3%
, 28
 
3.6%
3 24
 
3.1%
7 20
 
2.6%
5 19
 
2.4%
Other values (6) 67
 
8.6%
Latin
ValueCountFrequency (%)
T 1
50.0%
B 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1185
60.2%
ASCII 785
39.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
343
43.7%
) 78
 
9.9%
( 78
 
9.9%
1 56
 
7.1%
4 36
 
4.6%
2 34
 
4.3%
, 28
 
3.6%
3 24
 
3.1%
7 20
 
2.5%
5 19
 
2.4%
Other values (8) 69
 
8.8%
Hangul
ValueCountFrequency (%)
동 155
 
13.1%
구 80
 
6.8%
산 79
 
6.7%
부 77
 
6.5%
광 76
 
6.4%
역 76
 
6.4%
시 76
 
6.4%
로 76
 
6.4%
초 37
 
3.1%
량 36
 
3.0%
Other values (79) 417
35.2%

소재지전화
Text

MISSING 

Distinct66
Distinct (%)97.1%
Missing8
Missing (%)10.5%
Memory size740.0 B
2023-12-11T01:19:12.944139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters816
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

Unique64 ?
Unique (%)94.1%

Sample

1st row051-460-0176
2nd row051-460-0789
3rd row051-462-4798
4th row051-462-8697
5th row051-465-3214
ValueCountFrequency (%)
051-467-7701 2
 
2.9%
051-469-8007 2
 
2.9%
051-718-7229 1
 
1.5%
051-462-1002 1
 
1.5%
051-463-9119 1
 
1.5%
051-464-1004 1
 
1.5%
051-464-1224 1
 
1.5%
051-464-2105 1
 
1.5%
051-467-9606 1
 
1.5%
051-469-1979 1
 
1.5%
Other values (56) 56
82.4%
2023-12-11T01:19:13.288013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 136
16.7%
1 122
15.0%
0 118
14.5%
6 97
11.9%
5 96
11.8%
4 65
8.0%
7 52
 
6.4%
3 35
 
4.3%
9 33
 
4.0%
2 33
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 680
83.3%
Dash Punctuation 136
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 122
17.9%
0 118
17.4%
6 97
14.3%
5 96
14.1%
4 65
9.6%
7 52
7.6%
3 35
 
5.1%
9 33
 
4.9%
2 33
 
4.9%
8 29
 
4.3%
Dash Punctuation
ValueCountFrequency (%)
- 136
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 816
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 136
16.7%
1 122
15.0%
0 118
14.5%
6 97
11.9%
5 96
11.8%
4 65
8.0%
7 52
 
6.4%
3 35
 
4.3%
9 33
 
4.0%
2 33
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 816
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 136
16.7%
1 122
15.0%
0 118
14.5%
6 97
11.9%
5 96
11.8%
4 65
8.0%
7 52
 
6.4%
3 35
 
4.3%
9 33
 
4.0%
2 33
 
4.0%

Correlations

2023-12-11T01:19:13.374822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업소명소재지(도로명)소재지전화
업소명1.0001.0001.000
소재지(도로명)1.0001.0001.000
소재지전화1.0001.0001.000

Missing values

2023-12-11T01:19:11.241075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:19:11.317628image/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

업종명업소명소재지(도로명)소재지전화
0집단급식소동일중앙초등학교부산광역시 동구 구봉로 46 (수정동,신관)051-460-0176
1집단급식소경남여자중학교부산광역시 동구 초량중로 142 (수정동)051-460-0789
2집단급식소수정어린이집부산광역시 동구 수정공원로129번길 10 (수정동)051-462-4798
3집단급식소한국철도공사부산경남본부부산광역시 동구 중앙대로 206 (초량동)051-462-8697
4집단급식소수정삼성어린이집부산광역시 동구 수정중로 33 (수정동)051-465-3214
5집단급식소초량초등학교부산광역시 동구 초량상로 49 (초량동)051-466-1650
6집단급식소수성초등학교부산광역시 동구 망양로 807 (수정동)051-466-9287
7집단급식소수정초등학교부산광역시 동구 진성로 29 (수정동)051-467-1119
8집단급식소부산서중학교부산광역시 동구 홍곡남로 29 (수정동)051-467-1664
9집단급식소묘음예능어린이집부산광역시 동구 구봉로 63 (초량동)051-467-7701
업종명업소명소재지(도로명)소재지전화
66집단급식소더힐러스병원부산광역시 동구 범일로 112, 더힐러스병원 4층 (범일동)051-715-1144
67집단급식소의료법인서강의료재단서강병원부산광역시 동구 중앙대로 514 (범일동, 한성기린 2층)051-715-8575
68집단급식소엘지유플러스 초량사옥 식당부산광역시 동구 중앙대로 299, 엘지유플러스 부산초량사옥 14층 (초량동)051-718-7229
69집단급식소부산중학교부산광역시 동구 초량로40번길 29 (초량동)051-950-5715
70집단급식소현대해상화재보험 주식회사부산광역시 동구 중앙대로 240 (초량동, 16층(옥탑층))051-960-1113
71집단급식소삼성생명서비스손해사정(주) 부산사업부부산광역시 동구 중앙대로 222 (초량동)<NA>
72집단급식소부산국제영화고등학교부산광역시 동구 고관로 68 (초량동)<NA>
73집단급식소한국허치슨터미널(주)부산광역시 동구 충장대로 314 (좌천동,T/B)<NA>
74집단급식소힘내라병원부산광역시 동구 범일로 85, 지하1층 (범일동, 힘내라병원)<NA>
75집단급식소우리한방병원부산광역시 동구 고관로 81, 7층 (수정동)<NA>