Overview

Dataset statistics

Number of variables5
Number of observations267
Missing cells91
Missing cells (%)6.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.6 KiB
Average record size in memory40.5 B

Variable types

Categorical1
Text4

Dataset

Description부산광역시부산진구_집단급식소정보_20221003
Author부산광역시 부산진구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3078936

Alerts

업종명 has constant value ""Constant
소재지(도로명) has 26 (9.7%) missing valuesMissing
소재지전화 has 65 (24.3%) missing valuesMissing
업소명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:09:30.578887
Analysis finished2023-12-10 16:09:31.219858
Duration0.64 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
집단급식소
267 

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 267
100.0%

Length

2023-12-11T01:09:31.277126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:09:31.366351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
집단급식소 267
100.0%

업소명
Text

UNIQUE 

Distinct267
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
2023-12-11T01:09:31.533729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length23
Mean length8.3108614
Min length3

Characters and Unicode

Total characters2219
Distinct characters276
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

Unique267 ?
Unique (%)100.0%

Sample

1st row춘해병원
2nd row인제대학교부속부산백병원
3rd row성가병원
4th row동의병원
5th row부산은행부전동지점
ValueCountFrequency (%)
의료법인 3
 
1.0%
어린이집 2
 
0.7%
춘해병원 1
 
0.3%
주식회사한영교육 1
 
0.3%
인제대학교 1
 
0.3%
개원어린이집 1
 
0.3%
화승예그린유치원 1
 
0.3%
부산진구청어린이집 1
 
0.3%
부산시설공단 1
 
0.3%
참요양병원 1
 
0.3%
Other values (278) 278
95.5%
2023-12-11T01:09:31.872907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 98
 
4.4%
학 85
 
3.8%
교 81
 
3.7%
이 72
 
3.2%
어 65
 
2.9%
부 64
 
2.9%
집 63
 
2.8%
린 63
 
2.8%
산 55
 
2.5%
등 50
 
2.3%
Other values (266) 1523
68.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2116
95.4%
Open Punctuation 28
 
1.3%
Close Punctuation 28
 
1.3%
Space Separator 24
 
1.1%
Decimal Number 10
 
0.5%
Uppercase Letter 10
 
0.5%
Other Punctuation 2
 
0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 98
 
4.6%
학 85
 
4.0%
교 81
 
3.8%
이 72
 
3.4%
어 65
 
3.1%
부 64
 
3.0%
집 63
 
3.0%
린 63
 
3.0%
산 55
 
2.6%
등 50
 
2.4%
Other values (250) 1420
67.1%
Uppercase Letter
ValueCountFrequency (%)
S 3
30.0%
O 2
20.0%
E 1
 
10.0%
T 1
 
10.0%
L 1
 
10.0%
P 1
 
10.0%
K 1
 
10.0%
Decimal Number
ValueCountFrequency (%)
2 6
60.0%
1 2
 
20.0%
4 1
 
10.0%
7 1
 
10.0%
Open Punctuation
ValueCountFrequency (%)
( 28
100.0%
Close Punctuation
ValueCountFrequency (%)
) 28
100.0%
Space Separator
ValueCountFrequency (%)
24
100.0%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2116
95.4%
Common 93
 
4.2%
Latin 10
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 98
 
4.6%
학 85
 
4.0%
교 81
 
3.8%
이 72
 
3.4%
어 65
 
3.1%
부 64
 
3.0%
집 63
 
3.0%
린 63
 
3.0%
산 55
 
2.6%
등 50
 
2.4%
Other values (250) 1420
67.1%
Common
ValueCountFrequency (%)
( 28
30.1%
) 28
30.1%
24
25.8%
2 6
 
6.5%
1 2
 
2.2%
. 2
 
2.2%
- 1
 
1.1%
4 1
 
1.1%
7 1
 
1.1%
Latin
ValueCountFrequency (%)
S 3
30.0%
O 2
20.0%
E 1
 
10.0%
T 1
 
10.0%
L 1
 
10.0%
P 1
 
10.0%
K 1
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2116
95.4%
ASCII 103
 
4.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 98
 
4.6%
학 85
 
4.0%
교 81
 
3.8%
이 72
 
3.4%
어 65
 
3.1%
부 64
 
3.0%
집 63
 
3.0%
린 63
 
3.0%
산 55
 
2.6%
등 50
 
2.4%
Other values (250) 1420
67.1%
ASCII
ValueCountFrequency (%)
( 28
27.2%
) 28
27.2%
24
23.3%
2 6
 
5.8%
S 3
 
2.9%
1 2
 
1.9%
O 2
 
1.9%
. 2
 
1.9%
E 1
 
1.0%
T 1
 
1.0%
Other values (6) 6
 
5.8%

소재지(도로명)
Text

MISSING 

Distinct233
Distinct (%)96.7%
Missing26
Missing (%)9.7%
Memory size2.2 KiB
2023-12-11T01:09:32.151169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length60
Median length44
Mean length31.614108
Min length22

Characters and Unicode

Total characters7619
Distinct characters216
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique227 ?
Unique (%)94.2%

Sample

1st row부산광역시 부산진구 중앙대로 605, 춘해병원 (범천동)
2nd row부산광역시 부산진구 복지로 75, 부산백병원 2층일부,3층일부층 (개금동)
3rd row부산광역시 부산진구 범일로 133 (범천동)
4th row부산광역시 부산진구 양정로 52-57 (양정동)
5th row부산광역시 부산진구 새싹로 1 (부전동)
ValueCountFrequency (%)
부산진구 242
 
17.4%
부산광역시 241
 
17.4%
당감동 34
 
2.4%
개금동 32
 
2.3%
1층 31
 
2.2%
양정동 26
 
1.9%
가야대로 22
 
1.6%
전포동 21
 
1.5%
부암동 20
 
1.4%
부전동 19
 
1.4%
Other values (428) 701
50.5%
2023-12-11T01:09:32.572383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1148
 
15.1%
부 548
 
7.2%
산 507
 
6.7%
동 294
 
3.9%
광 257
 
3.4%
) 256
 
3.4%
( 256
 
3.4%
시 254
 
3.3%
진 254
 
3.3%
구 244
 
3.2%
Other values (206) 3601
47.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4747
62.3%
Space Separator 1148
 
15.1%
Decimal Number 1008
 
13.2%
Close Punctuation 256
 
3.4%
Open Punctuation 256
 
3.4%
Other Punctuation 160
 
2.1%
Dash Punctuation 35
 
0.5%
Uppercase Letter 6
 
0.1%
Math Symbol 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
부 548
 
11.5%
산 507
 
10.7%
동 294
 
6.2%
광 257
 
5.4%
시 254
 
5.4%
진 254
 
5.4%
구 244
 
5.1%
역 241
 
5.1%
로 241
 
5.1%
번 105
 
2.2%
Other values (183) 1802
38.0%
Decimal Number
ValueCountFrequency (%)
1 229
22.7%
2 130
12.9%
4 100
9.9%
7 93
9.2%
3 93
9.2%
6 92
9.1%
5 88
 
8.7%
0 80
 
7.9%
8 58
 
5.8%
9 45
 
4.5%
Uppercase Letter
ValueCountFrequency (%)
S 1
16.7%
D 1
16.7%
K 1
16.7%
E 1
16.7%
L 1
16.7%
H 1
16.7%
Other Punctuation
ValueCountFrequency (%)
, 159
99.4%
· 1
 
0.6%
Space Separator
ValueCountFrequency (%)
1148
100.0%
Close Punctuation
ValueCountFrequency (%)
) 256
100.0%
Open Punctuation
ValueCountFrequency (%)
( 256
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 35
100.0%
Math Symbol
ValueCountFrequency (%)
~ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4747
62.3%
Common 2866
37.6%
Latin 6
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
부 548
 
11.5%
산 507
 
10.7%
동 294
 
6.2%
광 257
 
5.4%
시 254
 
5.4%
진 254
 
5.4%
구 244
 
5.1%
역 241
 
5.1%
로 241
 
5.1%
번 105
 
2.2%
Other values (183) 1802
38.0%
Common
ValueCountFrequency (%)
1148
40.1%
) 256
 
8.9%
( 256
 
8.9%
1 229
 
8.0%
, 159
 
5.5%
2 130
 
4.5%
4 100
 
3.5%
7 93
 
3.2%
3 93
 
3.2%
6 92
 
3.2%
Other values (7) 310
 
10.8%
Latin
ValueCountFrequency (%)
S 1
16.7%
D 1
16.7%
K 1
16.7%
E 1
16.7%
L 1
16.7%
H 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4747
62.3%
ASCII 2871
37.7%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1148
40.0%
) 256
 
8.9%
( 256
 
8.9%
1 229
 
8.0%
, 159
 
5.5%
2 130
 
4.5%
4 100
 
3.5%
7 93
 
3.2%
3 93
 
3.2%
6 92
 
3.2%
Other values (12) 315
 
11.0%
Hangul
ValueCountFrequency (%)
부 548
 
11.5%
산 507
 
10.7%
동 294
 
6.2%
광 257
 
5.4%
시 254
 
5.4%
진 254
 
5.4%
구 244
 
5.1%
역 241
 
5.1%
로 241
 
5.1%
번 105
 
2.2%
Other values (183) 1802
38.0%
None
ValueCountFrequency (%)
· 1
100.0%

소재지(지번)
Text

Distinct255
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
2023-12-11T01:09:32.906603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length42
Median length36
Mean length24.067416
Min length18

Characters and Unicode

Total characters6426
Distinct characters184
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique247 ?
Unique (%)92.5%

Sample

1st row부산광역시 부산진구 범천동 873-1 춘해병원
2nd row부산광역시 부산진구 개금동 633-165 부산백병원
3rd row부산광역시 부산진구 범천동 719-14
4th row부산광역시 부산진구 양정동 산 45-1
5th row부산광역시 부산진구 부전동 259-4
ValueCountFrequency (%)
부산진구 268
22.2%
부산광역시 267
22.1%
개금동 42
 
3.5%
당감동 40
 
3.3%
양정동 35
 
2.9%
전포동 29
 
2.4%
부암동 26
 
2.2%
가야동 22
 
1.8%
부전동 21
 
1.7%
범천동 19
 
1.6%
Other values (349) 438
36.3%
2023-12-11T01:09:33.346111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1206
18.8%
부 599
 
9.3%
산 560
 
8.7%
동 290
 
4.5%
시 273
 
4.2%
진 271
 
4.2%
구 269
 
4.2%
광 268
 
4.2%
역 267
 
4.2%
- 206
 
3.2%
Other values (174) 2217
34.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3849
59.9%
Space Separator 1206
 
18.8%
Decimal Number 1121
 
17.4%
Dash Punctuation 206
 
3.2%
Close Punctuation 16
 
0.2%
Open Punctuation 16
 
0.2%
Other Punctuation 8
 
0.1%
Uppercase Letter 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
부 599
15.6%
산 560
14.5%
동 290
 
7.5%
시 273
 
7.1%
진 271
 
7.0%
구 269
 
7.0%
광 268
 
7.0%
역 267
 
6.9%
전 59
 
1.5%
지 47
 
1.2%
Other values (154) 946
24.6%
Decimal Number
ValueCountFrequency (%)
1 199
17.8%
5 138
12.3%
4 133
11.9%
2 129
11.5%
3 126
11.2%
6 94
8.4%
7 88
7.9%
8 84
7.5%
0 71
 
6.3%
9 59
 
5.3%
Uppercase Letter
ValueCountFrequency (%)
S 1
25.0%
D 1
25.0%
H 1
25.0%
L 1
25.0%
Other Punctuation
ValueCountFrequency (%)
, 7
87.5%
· 1
 
12.5%
Space Separator
ValueCountFrequency (%)
1206
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 206
100.0%
Close Punctuation
ValueCountFrequency (%)
) 16
100.0%
Open Punctuation
ValueCountFrequency (%)
( 16
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3849
59.9%
Common 2573
40.0%
Latin 4
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
부 599
15.6%
산 560
14.5%
동 290
 
7.5%
시 273
 
7.1%
진 271
 
7.0%
구 269
 
7.0%
광 268
 
7.0%
역 267
 
6.9%
전 59
 
1.5%
지 47
 
1.2%
Other values (154) 946
24.6%
Common
ValueCountFrequency (%)
1206
46.9%
- 206
 
8.0%
1 199
 
7.7%
5 138
 
5.4%
4 133
 
5.2%
2 129
 
5.0%
3 126
 
4.9%
6 94
 
3.7%
7 88
 
3.4%
8 84
 
3.3%
Other values (6) 170
 
6.6%
Latin
ValueCountFrequency (%)
S 1
25.0%
D 1
25.0%
H 1
25.0%
L 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3849
59.9%
ASCII 2576
40.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1206
46.8%
- 206
 
8.0%
1 199
 
7.7%
5 138
 
5.4%
4 133
 
5.2%
2 129
 
5.0%
3 126
 
4.9%
6 94
 
3.6%
7 88
 
3.4%
8 84
 
3.3%
Other values (9) 173
 
6.7%
Hangul
ValueCountFrequency (%)
부 599
15.6%
산 560
14.5%
동 290
 
7.5%
시 273
 
7.1%
진 271
 
7.0%
구 269
 
7.0%
광 268
 
7.0%
역 267
 
6.9%
전 59
 
1.5%
지 47
 
1.2%
Other values (154) 946
24.6%
None
ValueCountFrequency (%)
· 1
100.0%

소재지전화
Text

MISSING 

Distinct198
Distinct (%)98.0%
Missing65
Missing (%)24.3%
Memory size2.2 KiB
2023-12-11T01:09:33.545040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters2424
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

Unique196 ?
Unique (%)97.0%

Sample

1st row051-638-8000
2nd row051-890-6271
3rd row051-645-9771
4th row051-867-5101
5th row051-803-0851
ValueCountFrequency (%)
051-890-2526 4
 
2.0%
051-896-2320 2
 
1.0%
051-805-8131 1
 
0.5%
051-890-7555 1
 
0.5%
051-851-7799 1
 
0.5%
051-898-0802 1
 
0.5%
051-817-5678 1
 
0.5%
051-895-6677 1
 
0.5%
051-852-0903 1
 
0.5%
051-819-0173 1
 
0.5%
Other values (188) 188
93.1%
2023-12-11T01:09:33.844517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 413
17.0%
- 404
16.7%
1 343
14.2%
5 338
13.9%
8 248
10.2%
9 136
 
5.6%
6 133
 
5.5%
2 111
 
4.6%
7 110
 
4.5%
3 108
 
4.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2020
83.3%
Dash Punctuation 404
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 413
20.4%
1 343
17.0%
5 338
16.7%
8 248
12.3%
9 136
 
6.7%
6 133
 
6.6%
2 111
 
5.5%
7 110
 
5.4%
3 108
 
5.3%
4 80
 
4.0%
Dash Punctuation
ValueCountFrequency (%)
- 404
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 2424
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 413
17.0%
- 404
16.7%
1 343
14.2%
5 338
13.9%
8 248
10.2%
9 136
 
5.6%
6 133
 
5.5%
2 111
 
4.6%
7 110
 
4.5%
3 108
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2424
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 413
17.0%
- 404
16.7%
1 343
14.2%
5 338
13.9%
8 248
10.2%
9 136
 
5.6%
6 133
 
5.5%
2 111
 
4.6%
7 110
 
4.5%
3 108
 
4.5%

Missing values

2023-12-11T01:09:30.966011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:09:31.060150image/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.
2023-12-11T01:09:31.163282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

업종명업소명소재지(도로명)소재지(지번)소재지전화
0집단급식소춘해병원부산광역시 부산진구 중앙대로 605, 춘해병원 (범천동)부산광역시 부산진구 범천동 873-1 춘해병원051-638-8000
1집단급식소인제대학교부속부산백병원부산광역시 부산진구 복지로 75, 부산백병원 2층일부,3층일부층 (개금동)부산광역시 부산진구 개금동 633-165 부산백병원051-890-6271
2집단급식소성가병원부산광역시 부산진구 범일로 133 (범천동)부산광역시 부산진구 범천동 719-14051-645-9771
3집단급식소동의병원부산광역시 부산진구 양정로 52-57 (양정동)부산광역시 부산진구 양정동 산 45-1051-867-5101
4집단급식소부산은행부전동지점부산광역시 부산진구 새싹로 1 (부전동)부산광역시 부산진구 부전동 259-4051-803-0851
5집단급식소부산철도차량정비청<NA>부산광역시 부산진구 범천동 1210051-600-5223
6집단급식소이투스(ETOOS)247학원부산광역시 부산진구 동천로24번길 16 (전포동)부산광역시 부산진구 전포동 882-24051-807-8811
7집단급식소부산교통공사부산광역시 부산진구 중앙대로644번길 20 (범천동)부산광역시 부산진구 범천동 861-1051-640-7651
8집단급식소한국신발피혁연구원부산광역시 부산진구 당감서로 152 (당감동)부산광역시 부산진구 당감동 786-50051-605-3220
9집단급식소(주)롯데쇼핑집단급식소부산광역시 부산진구 가야대로 772 (부전동)부산광역시 부산진구 부전동 503-15051-810-2080
업종명업소명소재지(도로명)소재지(지번)소재지전화
257집단급식소한마음 주간보호센터부산광역시 부산진구 동평로 106, 앨리움 메디컬센터 10층 1001호 (당감동)부산광역시 부산진구 당감동 300-1 앨리움 메디컬센터<NA>
258집단급식소엘리시안어린이집부산광역시 부산진구 만리산로 11, 103동 1층 (범천동, 서면 DS·협성 엘리시안 아파트)부산광역시 부산진구 범천동 1647 서면 DS·협성 엘리시안 아파트<NA>
259집단급식소지에스건설주식회사부산광역시 부산진구 연수로36번가길 10 (양정동)부산광역시 부산진구 양정동 104-64<NA>
260집단급식소은선재활주간보호센터부산광역시 부산진구 새싹로 286, 백강빌딩 3층 (초읍동)부산광역시 부산진구 초읍동 291-19<NA>
261집단급식소굿모닝성모안과의원부산광역시 부산진구 중앙대로 743, 한국외환은행 부전동지점 2층 (부전동)부산광역시 부산진구 부전동 260-1 한국외환은행 부전동지점051-809-3131
262집단급식소부산진소방서부산광역시 부산진구 서전로 43, 2층 (전포동)부산광역시 부산진구 전포동 666-1<NA>
263집단급식소메타한방병원부산광역시 부산진구 중앙대로 653, 대동레미안 2~5층 (부전동)부산광역시 부산진구 부전동 535-9 대동레미안<NA>
264집단급식소한울실버케어부산광역시 부산진구 대학로 3, 세화빌딩 5층 (가야동)부산광역시 부산진구 가야동 379-3 세화빌딩<NA>
265집단급식소부산시민공원 직원식당부산광역시 부산진구 시민공원로 73, 부산시민공원 1층 (범전동)부산광역시 부산진구 범전동 200 부산시민공원<NA>
266집단급식소부산시니어 재활주간보호센터부산광역시 부산진구 거제대로 86, 셀렉스빌딩 6층 (양정동)부산광역시 부산진구 양정동 279-5 셀렉스빌딩<NA>