Overview

Dataset statistics

Number of variables4
Number of observations72
Missing cells6
Missing cells (%)2.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.4 KiB
Average record size in memory33.8 B

Variable types

Categorical1
Text3

Dataset

Description부산광역시_동구_집단급식소현황_20230117
Author부산광역시 동구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15028639

Alerts

업종명 has constant value ""Constant
소재지전화 has 6 (8.3%) missing valuesMissing
업소명 has unique valuesUnique
소재지(도로명) has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:19:06.829738
Analysis finished2023-12-10 16:19:07.175982
Duration0.35 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size708.0 B
집단급식소
72 

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 72
100.0%

Length

2023-12-11T01:19:07.238729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:19:07.337901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
집단급식소 72
100.0%

업소명
Text

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size708.0 B
2023-12-11T01:19:07.532583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length18
Mean length8.4027778
Min length4

Characters and Unicode

Total characters605
Distinct characters158
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique72 ?
Unique (%)100.0%

Sample

1st row봉생병원
2nd row(재)한호기독교선교회 일신기독병원
3rd row좋은문화병원
4th row사조동아원주식회사
5th row대한제분(주)
ValueCountFrequency (%)
어린이집 2
 
2.2%
주식회사 2
 
2.2%
동구노인복지관 2
 
2.2%
동일유치원 1
 
1.1%
부산광역시동구자성대복지관 1
 
1.1%
복지관 1
 
1.1%
장애인 1
 
1.1%
동구 1
 
1.1%
묘음유치원 1
 
1.1%
삼성카드고객서비스 1
 
1.1%
Other values (76) 76
85.4%
2023-12-11T01:19:07.922522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 25
 
4.1%
부 19
 
3.1%
교 19
 
3.1%
학 18
 
3.0%
산 18
 
3.0%
17
 
2.8%
이 16
 
2.6%
병 15
 
2.5%
어 15
 
2.5%
린 14
 
2.3%
Other values (148) 429
70.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 574
94.9%
Space Separator 17
 
2.8%
Close Punctuation 5
 
0.8%
Open Punctuation 5
 
0.8%
Decimal Number 3
 
0.5%
Uppercase Letter 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 25
 
4.4%
부 19
 
3.3%
교 19
 
3.3%
학 18
 
3.1%
산 18
 
3.1%
이 16
 
2.8%
병 15
 
2.6%
어 15
 
2.6%
린 14
 
2.4%
집 14
 
2.4%
Other values (141) 401
69.9%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
4 1
33.3%
7 1
33.3%
Space Separator
ValueCountFrequency (%)
17
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Uppercase Letter
ValueCountFrequency (%)
G 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 574
94.9%
Common 30
 
5.0%
Latin 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 25
 
4.4%
부 19
 
3.3%
교 19
 
3.3%
학 18
 
3.1%
산 18
 
3.1%
이 16
 
2.8%
병 15
 
2.6%
어 15
 
2.6%
린 14
 
2.4%
집 14
 
2.4%
Other values (141) 401
69.9%
Common
ValueCountFrequency (%)
17
56.7%
) 5
 
16.7%
( 5
 
16.7%
1 1
 
3.3%
4 1
 
3.3%
7 1
 
3.3%
Latin
ValueCountFrequency (%)
G 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 574
94.9%
ASCII 31
 
5.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 25
 
4.4%
부 19
 
3.3%
교 19
 
3.3%
학 18
 
3.1%
산 18
 
3.1%
이 16
 
2.8%
병 15
 
2.6%
어 15
 
2.6%
린 14
 
2.4%
집 14
 
2.4%
Other values (141) 401
69.9%
ASCII
ValueCountFrequency (%)
17
54.8%
) 5
 
16.1%
( 5
 
16.1%
G 1
 
3.2%
1 1
 
3.2%
4 1
 
3.2%
7 1
 
3.2%

소재지(도로명)
Text

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size708.0 B
2023-12-11T01:19:08.230782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length38
Mean length26.236111
Min length21

Characters and Unicode

Total characters1889
Distinct characters117
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

Unique72 ?
Unique (%)100.0%

Sample

1st row부산광역시 동구 중앙대로 401 (좌천동)
2nd row부산광역시 동구 정공단로 27 (좌천동)
3rd row부산광역시 동구 범일로 119 (범일동)
4th row부산광역시 동구 충장대로 293 (좌천동)
5th row부산광역시 동구 충장대로 301 (좌천동)
ValueCountFrequency (%)
동구 73
18.2%
부산광역시 72
18.0%
초량동 22
 
5.5%
수정동 18
 
4.5%
범일동 17
 
4.2%
중앙대로 13
 
3.2%
좌천동 11
 
2.7%
범일로 6
 
1.5%
충장대로 6
 
1.5%
1층 4
 
1.0%
Other values (130) 159
39.7%
2023-12-11T01:19:08.640908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
330
17.5%
동 148
 
7.8%
구 76
 
4.0%
산 75
 
4.0%
) 74
 
3.9%
( 74
 
3.9%
부 73
 
3.9%
광 72
 
3.8%
역 72
 
3.8%
시 72
 
3.8%
Other values (107) 823
43.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1133
60.0%
Space Separator 330
 
17.5%
Decimal Number 240
 
12.7%
Close Punctuation 74
 
3.9%
Open Punctuation 74
 
3.9%
Other Punctuation 30
 
1.6%
Dash Punctuation 4
 
0.2%
Uppercase Letter 4
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 148
 
13.1%
구 76
 
6.7%
산 75
 
6.6%
부 73
 
6.4%
광 72
 
6.4%
역 72
 
6.4%
시 72
 
6.4%
로 72
 
6.4%
초 37
 
3.3%
량 36
 
3.2%
Other values (87) 400
35.3%
Decimal Number
ValueCountFrequency (%)
1 54
22.5%
2 35
14.6%
4 33
13.8%
3 22
9.2%
7 19
 
7.9%
5 18
 
7.5%
8 16
 
6.7%
0 15
 
6.2%
9 15
 
6.2%
6 13
 
5.4%
Uppercase Letter
ValueCountFrequency (%)
B 1
25.0%
G 1
25.0%
T 1
25.0%
A 1
25.0%
Other Punctuation
ValueCountFrequency (%)
, 29
96.7%
/ 1
 
3.3%
Space Separator
ValueCountFrequency (%)
330
100.0%
Close Punctuation
ValueCountFrequency (%)
) 74
100.0%
Open Punctuation
ValueCountFrequency (%)
( 74
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1133
60.0%
Common 752
39.8%
Latin 4
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 148
 
13.1%
구 76
 
6.7%
산 75
 
6.6%
부 73
 
6.4%
광 72
 
6.4%
역 72
 
6.4%
시 72
 
6.4%
로 72
 
6.4%
초 37
 
3.3%
량 36
 
3.2%
Other values (87) 400
35.3%
Common
ValueCountFrequency (%)
330
43.9%
) 74
 
9.8%
( 74
 
9.8%
1 54
 
7.2%
2 35
 
4.7%
4 33
 
4.4%
, 29
 
3.9%
3 22
 
2.9%
7 19
 
2.5%
5 18
 
2.4%
Other values (6) 64
 
8.5%
Latin
ValueCountFrequency (%)
B 1
25.0%
G 1
25.0%
T 1
25.0%
A 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1133
60.0%
ASCII 756
40.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
330
43.7%
) 74
 
9.8%
( 74
 
9.8%
1 54
 
7.1%
2 35
 
4.6%
4 33
 
4.4%
, 29
 
3.8%
3 22
 
2.9%
7 19
 
2.5%
5 18
 
2.4%
Other values (10) 68
 
9.0%
Hangul
ValueCountFrequency (%)
동 148
 
13.1%
구 76
 
6.7%
산 75
 
6.6%
부 73
 
6.4%
광 72
 
6.4%
역 72
 
6.4%
시 72
 
6.4%
로 72
 
6.4%
초 37
 
3.3%
량 36
 
3.2%
Other values (87) 400
35.3%

소재지전화
Text

MISSING 

Distinct64
Distinct (%)97.0%
Missing6
Missing (%)8.3%
Memory size708.0 B
2023-12-11T01:19:08.858936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters792
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

Unique62 ?
Unique (%)93.9%

Sample

1st row051-664-4780
2nd row051-630-0482
3rd row051-630-0945
4th row051-632-0601
5th row051-630-8112
ValueCountFrequency (%)
051-467-7701 2
 
3.0%
051-469-8007 2
 
3.0%
051-468-5250 1
 
1.5%
051-463-9119 1
 
1.5%
051-467-7887 1
 
1.5%
051-469-1979 1
 
1.5%
051-960-1113 1
 
1.5%
051-442-0682 1
 
1.5%
055-340-2599 1
 
1.5%
051-462-1002 1
 
1.5%
Other values (54) 54
81.8%
2023-12-11T01:19:09.161086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 132
16.7%
0 119
15.0%
1 116
14.6%
5 95
12.0%
6 89
11.2%
4 64
8.1%
7 48
 
6.1%
9 35
 
4.4%
2 33
 
4.2%
3 32
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 660
83.3%
Dash Punctuation 132
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 119
18.0%
1 116
17.6%
5 95
14.4%
6 89
13.5%
4 64
9.7%
7 48
7.3%
9 35
 
5.3%
2 33
 
5.0%
3 32
 
4.8%
8 29
 
4.4%
Dash Punctuation
ValueCountFrequency (%)
- 132
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 792
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 132
16.7%
0 119
15.0%
1 116
14.6%
5 95
12.0%
6 89
11.2%
4 64
8.1%
7 48
 
6.1%
9 35
 
4.4%
2 33
 
4.2%
3 32
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 792
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 132
16.7%
0 119
15.0%
1 116
14.6%
5 95
12.0%
6 89
11.2%
4 64
8.1%
7 48
 
6.1%
9 35
 
4.4%
2 33
 
4.2%
3 32
 
4.0%

Correlations

2023-12-11T01:19:09.238555image/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

2023-12-11T01:19:07.068716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:19:07.146548image/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
0집단급식소봉생병원부산광역시 동구 중앙대로 401 (좌천동)051-664-4780
1집단급식소(재)한호기독교선교회 일신기독병원부산광역시 동구 정공단로 27 (좌천동)051-630-0482
2집단급식소좋은문화병원부산광역시 동구 범일로 119 (범일동)051-630-0945
3집단급식소사조동아원주식회사부산광역시 동구 충장대로 293 (좌천동)051-632-0601
4집단급식소대한제분(주)부산광역시 동구 충장대로 301 (좌천동)051-630-8112
5집단급식소부산은행 범일동지점부산광역시 동구 범일로 92 (범일동)051-669-8896
6집단급식소주식회사 현대백화점부산광역시 동구 범일로 125 (범일동)051-667-1018
7집단급식소초량초등학교부산광역시 동구 초량상로 49 (초량동)051-466-1650
8집단급식소성남초등학교부산광역시 동구 범일로53번길 14 (범일동)051-636-8577
9집단급식소수정초등학교부산광역시 동구 진성로 29 (수정동)051-467-1119
업종명업소명소재지(도로명)소재지전화
62집단급식소남해지방해양경찰청부산광역시 동구 충장대로 325, 8층 (좌천동, 남해지방해양경찰청)051-663-2319
63집단급식소엘지유플러스 초량사옥 식당부산광역시 동구 중앙대로 299, 엘지유플러스 부산초량사옥 14층 (초량동)051-718-7229
64집단급식소행복누리어린이집부산광역시 동구 자성로 134, 눌원빌딩 1층 3호 (범일동)051-637-2527
65집단급식소세일병원부산광역시 동구 중앙대로 317, 세일병원 (초량동)051-464-8110
66집단급식소동구노인복지관 분관 어르신 행복식당부산광역시 동구 초량남로 11-1, 동구 노인복지관 분관 경로식당 1층 (초량동)051-714-6092
67집단급식소의료법인 은경의료재단 인창요양병원부산광역시 동구 중앙대로 281 (초량동)051-466-1004
68집단급식소인창동구노인요양원부산광역시 동구 고관로 34, 인창병원 10층 (초량동)051-464-1004
69집단급식소더힐러스병원부산광역시 동구 범일로 112, 더힐러스병원 4층 (범일동)051-715-1144
70집단급식소초량1동 어린이집부산광역시 동구 영초윗길 9, 초량1동 어린이집 지상 1층 (초량동)051-467-9606
71집단급식소협성마리나G7부산광역시 동구 충장대로 160, 협성마리나G7 A동 4층 (초량동)051-442-6600