Overview

Dataset statistics

Number of variables4
Number of observations176
Missing cells28
Missing cells (%)4.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.6 KiB
Average record size in memory32.8 B

Variable types

Categorical1
Text3

Dataset

Description부산광역시_사상구_집단급식소현황_20230619
Author부산광역시 사상구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15025669

Alerts

업종명 has constant value ""Constant
소재지전화 has 28 (15.9%) missing valuesMissing
업소명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 15:59:44.398068
Analysis finished2023-12-10 15:59:44.939261
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
집단급식소
176 

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 176
100.0%

Length

2023-12-11T00:59:45.057889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T00:59:45.254645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
집단급식소 176
100.0%

업소명
Text

UNIQUE 

Distinct176
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
2023-12-11T00:59:45.516909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length18
Mean length8.2272727
Min length4

Characters and Unicode

Total characters1448
Distinct characters231
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique176 ?
Unique (%)100.0%

Sample

1st row(주)한국특강
2nd row신라에스지(주)부산공장
3rd row(주)농심
4th row현대자동차(주) 사상하이테크센터
5th row고려용접봉
ValueCountFrequency (%)
어린이집 5
 
2.3%
유치원 3
 
1.4%
구내식당 2
 
0.9%
주식회사 2
 
0.9%
사회복지법인 2
 
0.9%
의료법인 2
 
0.9%
동서학원 2
 
0.9%
백양종합사회복지관 1
 
0.5%
경남정보대학교부속유치원 1
 
0.5%
예담어린이집 1
 
0.5%
Other values (193) 193
90.2%
2023-12-11T00:59:45.969406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 58
 
4.0%
학 57
 
3.9%
교 46
 
3.2%
주 42
 
2.9%
이 42
 
2.9%
38
 
2.6%
린 33
 
2.3%
어 32
 
2.2%
집 31
 
2.1%
사 30
 
2.1%
Other values (221) 1039
71.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1342
92.7%
Space Separator 38
 
2.6%
Open Punctuation 28
 
1.9%
Close Punctuation 28
 
1.9%
Uppercase Letter 9
 
0.6%
Decimal Number 2
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 58
 
4.3%
학 57
 
4.2%
교 46
 
3.4%
주 42
 
3.1%
이 42
 
3.1%
린 33
 
2.5%
어 32
 
2.4%
집 31
 
2.3%
사 30
 
2.2%
병 29
 
2.2%
Other values (209) 942
70.2%
Uppercase Letter
ValueCountFrequency (%)
S 2
22.2%
G 2
22.2%
L 1
11.1%
T 1
11.1%
D 1
11.1%
I 1
11.1%
M 1
11.1%
Space Separator
ValueCountFrequency (%)
38
100.0%
Open Punctuation
ValueCountFrequency (%)
( 28
100.0%
Close Punctuation
ValueCountFrequency (%)
) 28
100.0%
Decimal Number
ValueCountFrequency (%)
2 2
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1342
92.7%
Common 97
 
6.7%
Latin 9
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 58
 
4.3%
학 57
 
4.2%
교 46
 
3.4%
주 42
 
3.1%
이 42
 
3.1%
린 33
 
2.5%
어 32
 
2.4%
집 31
 
2.3%
사 30
 
2.2%
병 29
 
2.2%
Other values (209) 942
70.2%
Latin
ValueCountFrequency (%)
S 2
22.2%
G 2
22.2%
L 1
11.1%
T 1
11.1%
D 1
11.1%
I 1
11.1%
M 1
11.1%
Common
ValueCountFrequency (%)
38
39.2%
( 28
28.9%
) 28
28.9%
2 2
 
2.1%
. 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1342
92.7%
ASCII 106
 
7.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 58
 
4.3%
학 57
 
4.2%
교 46
 
3.4%
주 42
 
3.1%
이 42
 
3.1%
린 33
 
2.5%
어 32
 
2.4%
집 31
 
2.3%
사 30
 
2.2%
병 29
 
2.2%
Other values (209) 942
70.2%
ASCII
ValueCountFrequency (%)
38
35.8%
( 28
26.4%
) 28
26.4%
S 2
 
1.9%
2 2
 
1.9%
G 2
 
1.9%
L 1
 
0.9%
. 1
 
0.9%
T 1
 
0.9%
D 1
 
0.9%
Other values (2) 2
 
1.9%

소재지(도로명)
Text

Distinct172
Distinct (%)97.7%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
2023-12-11T00:59:46.447977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length43.5
Mean length29.335227
Min length21

Characters and Unicode

Total characters5163
Distinct characters155
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

Unique168 ?
Unique (%)95.5%

Sample

1st row부산광역시 사상구 장인로77번길 52 (학장동)
2nd row부산광역시 사상구 낙동대로 1414 (삼락동)
3rd row부산광역시 사상구 사상로455번길 46 (모라동)
4th row부산광역시 사상구 가야대로 86 (학장동)
5th row부산광역시 사상구 새벽로63번길 70 (학장동)
ValueCountFrequency (%)
부산광역시 176
 
17.5%
사상구 176
 
17.5%
학장동 31
 
3.1%
주례동 31
 
3.1%
1층 25
 
2.5%
모라동 24
 
2.4%
덕포동 22
 
2.2%
감전동 22
 
2.2%
엄궁동 21
 
2.1%
괘법동 15
 
1.5%
Other values (279) 463
46.0%
2023-12-11T00:59:47.054917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
830
 
16.1%
동 219
 
4.2%
상 201
 
3.9%
사 197
 
3.8%
부 187
 
3.6%
산 186
 
3.6%
광 180
 
3.5%
시 180
 
3.5%
( 178
 
3.4%
구 178
 
3.4%
Other values (145) 2627
50.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3093
59.9%
Space Separator 830
 
16.1%
Decimal Number 772
 
15.0%
Open Punctuation 178
 
3.4%
Close Punctuation 178
 
3.4%
Other Punctuation 86
 
1.7%
Dash Punctuation 24
 
0.5%
Uppercase Letter 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 219
 
7.1%
상 201
 
6.5%
사 197
 
6.4%
부 187
 
6.0%
산 186
 
6.0%
광 180
 
5.8%
시 180
 
5.8%
구 178
 
5.8%
로 178
 
5.8%
역 177
 
5.7%
Other values (128) 1210
39.1%
Decimal Number
ValueCountFrequency (%)
1 156
20.2%
2 116
15.0%
3 73
9.5%
6 68
8.8%
7 66
8.5%
0 65
8.4%
5 65
8.4%
4 64
8.3%
9 59
 
7.6%
8 40
 
5.2%
Uppercase Letter
ValueCountFrequency (%)
B 1
50.0%
A 1
50.0%
Space Separator
ValueCountFrequency (%)
830
100.0%
Open Punctuation
ValueCountFrequency (%)
( 178
100.0%
Close Punctuation
ValueCountFrequency (%)
) 178
100.0%
Other Punctuation
ValueCountFrequency (%)
, 86
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3093
59.9%
Common 2068
40.1%
Latin 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 219
 
7.1%
상 201
 
6.5%
사 197
 
6.4%
부 187
 
6.0%
산 186
 
6.0%
광 180
 
5.8%
시 180
 
5.8%
구 178
 
5.8%
로 178
 
5.8%
역 177
 
5.7%
Other values (128) 1210
39.1%
Common
ValueCountFrequency (%)
830
40.1%
( 178
 
8.6%
) 178
 
8.6%
1 156
 
7.5%
2 116
 
5.6%
, 86
 
4.2%
3 73
 
3.5%
6 68
 
3.3%
7 66
 
3.2%
0 65
 
3.1%
Other values (5) 252
 
12.2%
Latin
ValueCountFrequency (%)
B 1
50.0%
A 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3093
59.9%
ASCII 2070
40.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
830
40.1%
( 178
 
8.6%
) 178
 
8.6%
1 156
 
7.5%
2 116
 
5.6%
, 86
 
4.2%
3 73
 
3.5%
6 68
 
3.3%
7 66
 
3.2%
0 65
 
3.1%
Other values (7) 254
 
12.3%
Hangul
ValueCountFrequency (%)
동 219
 
7.1%
상 201
 
6.5%
사 197
 
6.4%
부 187
 
6.0%
산 186
 
6.0%
광 180
 
5.8%
시 180
 
5.8%
구 178
 
5.8%
로 178
 
5.8%
역 177
 
5.7%
Other values (128) 1210
39.1%

소재지전화
Text

MISSING 

Distinct147
Distinct (%)99.3%
Missing28
Missing (%)15.9%
Memory size1.5 KiB
2023-12-11T00:59:47.469303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters1776
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

Unique146 ?
Unique (%)98.6%

Sample

1st row051-310-9087
2nd row051-302-3813
3rd row051-366-5604
4th row051-322-7771
5th row051-310-7211
ValueCountFrequency (%)
051-302-8291 2
 
1.4%
051-999-5660 1
 
0.7%
051-317-8810 1
 
0.7%
051-329-1234 1
 
0.7%
051-324-1004 1
 
0.7%
051-317-8334 1
 
0.7%
051-327-9000 1
 
0.7%
051-310-6200 1
 
0.7%
051-317-0080 1
 
0.7%
051-304-1002 1
 
0.7%
Other values (137) 137
92.6%
2023-12-11T00:59:48.057007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 344
19.4%
- 296
16.7%
1 273
15.4%
5 213
12.0%
3 203
11.4%
2 132
 
7.4%
7 85
 
4.8%
9 73
 
4.1%
6 59
 
3.3%
8 50
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1480
83.3%
Dash Punctuation 296
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 344
23.2%
1 273
18.4%
5 213
14.4%
3 203
13.7%
2 132
 
8.9%
7 85
 
5.7%
9 73
 
4.9%
6 59
 
4.0%
8 50
 
3.4%
4 48
 
3.2%
Dash Punctuation
ValueCountFrequency (%)
- 296
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1776
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 344
19.4%
- 296
16.7%
1 273
15.4%
5 213
12.0%
3 203
11.4%
2 132
 
7.4%
7 85
 
4.8%
9 73
 
4.1%
6 59
 
3.3%
8 50
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1776
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 344
19.4%
- 296
16.7%
1 273
15.4%
5 213
12.0%
3 203
11.4%
2 132
 
7.4%
7 85
 
4.8%
9 73
 
4.1%
6 59
 
3.3%
8 50
 
2.8%

Missing values

2023-12-11T00:59:44.702444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T00:59:44.861706image/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
0집단급식소(주)한국특강부산광역시 사상구 장인로77번길 52 (학장동)051-310-9087
1집단급식소신라에스지(주)부산공장부산광역시 사상구 낙동대로 1414 (삼락동)051-302-3813
2집단급식소(주)농심부산광역시 사상구 사상로455번길 46 (모라동)051-366-5604
3집단급식소현대자동차(주) 사상하이테크센터부산광역시 사상구 가야대로 86 (학장동)051-322-7771
4집단급식소고려용접봉부산광역시 사상구 새벽로63번길 70 (학장동)051-310-7211
5집단급식소고려산업 구내식당부산광역시 사상구 새벽시장로 21 (감전동)051-600-5060
6집단급식소국제인쇄(주)부산광역시 사상구 새벽로167번길 129 (감전동)051-323-7511
7집단급식소기아(주) 부산서비스센터부산광역시 사상구 가야대로 141, A동 5층 (감전동, 기아자동차(주) 부산서비스센터)051-314-8585
8집단급식소(의)은성의료재단 좋은삼선병원부산광역시 사상구 가야대로 326 (주례동)051-310-9240
9집단급식소모라초등학교부산광역시 사상구 모라로64번길 46 (모라동)051-302-0167
업종명업소명소재지(도로명)소재지전화
166집단급식소자일사상서비스(주)부산광역시 사상구 가야대로 21, 2층 (감전동)051-315-8585
167집단급식소(주)천일정비서비스부산광역시 사상구 낙동대로1062번길 17, 1층 (감전동)<NA>
168집단급식소북부소방서부산광역시 사상구 삼덕로 17, 북부소방서 2층 (삼락동)051-302-0119
169집단급식소이너피스 한방병원부산광역시 사상구 백양대로804번길 36, 지하2층 (덕포동)051-302-1100
170집단급식소동서하이테크부산광역시 사상구 모덕로67번길 29, 1층 (모라동)<NA>
171집단급식소의료법인 나라의료재단 스마트나라요양병원부산광역시 사상구 낙동대로 1026, 지하2층 (감전동)<NA>
172집단급식소(주)부산테크노파크부산광역시 사상구 엄궁로 70-16, 지하1층 (엄궁동)051-974-9000
173집단급식소으뜸유치원부산광역시 사상구 학감대로49번길 28-7, 1층 (학장동)<NA>
174집단급식소주례롯데캐슬골드스마트 어린이집부산광역시 사상구 가야대로255번길 5, 108동 1층 일부호 (주례동, 주례롯데캐슬골드스마트)051-305-4112
175집단급식소센트럴스타힐스 어린이집부산광역시 사상구 사상로223번길 23, 201동 1호 (괘법동, 센트럴 스타힐스)<NA>