Overview

Dataset statistics

Number of variables5
Number of observations46
Missing cells13
Missing cells (%)5.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory43.9 B

Variable types

Numeric1
Categorical1
Text3

Dataset

Description부산광역시_해운대구_위탁급식업현황_20200225
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075719

Alerts

업종명 has constant value ""Constant
연락처 has 13 (28.3%) missing valuesMissing
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:58:06.702298
Analysis finished2023-12-10 16:58:07.508392
Duration0.81 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct46
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.5
Minimum1
Maximum46
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size546.0 B
2023-12-11T01:58:07.626371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.25
Q112.25
median23.5
Q334.75
95-th percentile43.75
Maximum46
Range45
Interquartile range (IQR)22.5

Descriptive statistics

Standard deviation13.422618
Coefficient of variation (CV)0.57117522
Kurtosis-1.2
Mean23.5
Median Absolute Deviation (MAD)11.5
Skewness0
Sum1081
Variance180.16667
MonotonicityStrictly increasing
2023-12-11T01:58:07.867937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%)
1 1
 
2.2%
36 1
 
2.2%
27 1
 
2.2%
28 1
 
2.2%
29 1
 
2.2%
30 1
 
2.2%
31 1
 
2.2%
32 1
 
2.2%
33 1
 
2.2%
34 1
 
2.2%
Other values (36) 36
78.3%
ValueCountFrequency (%)
1 1
2.2%
2 1
2.2%
3 1
2.2%
4 1
2.2%
5 1
2.2%
6 1
2.2%
7 1
2.2%
8 1
2.2%
9 1
2.2%
10 1
2.2%
ValueCountFrequency (%)
46 1
2.2%
45 1
2.2%
44 1
2.2%
43 1
2.2%
42 1
2.2%
41 1
2.2%
40 1
2.2%
39 1
2.2%
38 1
2.2%
37 1
2.2%

업종명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size500.0 B
위탁급식영업
46 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
위탁급식영업 46
100.0%

Length

2023-12-11T01:58:08.077960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:58:08.222938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
위탁급식영업 46
100.0%

업소명
Text

Distinct45
Distinct (%)97.8%
Missing0
Missing (%)0.0%
Memory size500.0 B
2023-12-11T01:58:08.580130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length18
Mean length13.76087
Min length3

Characters and Unicode

Total characters633
Distinct characters157
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

Unique44 ?
Unique (%)95.7%

Sample

1st row(주)아워홈성철사부산지점
2nd row신세계푸드 조선비치호텔
3rd row삼성웰스토리(주) 생명해운대
4th row신세계푸드 이마트 해운대점
5th row(주)씨엠 동부지원점
ValueCountFrequency (%)
주)풀무원푸드앤컬처 5
 
5.5%
해운대점 4
 
4.4%
주식회사 3
 
3.3%
우리식당 2
 
2.2%
신세계푸드 2
 
2.2%
주)진주랑 2
 
2.2%
주)에스에프에스 2
 
2.2%
주)신세계푸드 2
 
2.2%
홈플러스 2
 
2.2%
주)씨엠 2
 
2.2%
Other values (64) 65
71.4%
2023-12-11T01:58:09.342092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
45
 
7.1%
주 36
 
5.7%
) 31
 
4.9%
( 31
 
4.9%
스 22
 
3.5%
점 20
 
3.2%
푸 16
 
2.5%
드 14
 
2.2%
산 13
 
2.1%
부 13
 
2.1%
Other values (147) 392
61.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 518
81.8%
Space Separator 45
 
7.1%
Close Punctuation 31
 
4.9%
Open Punctuation 31
 
4.9%
Uppercase Letter 7
 
1.1%
Decimal Number 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 36
 
6.9%
스 22
 
4.2%
점 20
 
3.9%
푸 16
 
3.1%
드 14
 
2.7%
산 13
 
2.5%
부 13
 
2.5%
원 11
 
2.1%
이 10
 
1.9%
대 10
 
1.9%
Other values (137) 353
68.1%
Uppercase Letter
ValueCountFrequency (%)
S 2
28.6%
X 1
14.3%
T 1
14.3%
F 1
14.3%
C 1
14.3%
N 1
14.3%
Space Separator
ValueCountFrequency (%)
45
100.0%
Close Punctuation
ValueCountFrequency (%)
) 31
100.0%
Open Punctuation
ValueCountFrequency (%)
( 31
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 518
81.8%
Common 108
 
17.1%
Latin 7
 
1.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 36
 
6.9%
스 22
 
4.2%
점 20
 
3.9%
푸 16
 
3.1%
드 14
 
2.7%
산 13
 
2.5%
부 13
 
2.5%
원 11
 
2.1%
이 10
 
1.9%
대 10
 
1.9%
Other values (137) 353
68.1%
Latin
ValueCountFrequency (%)
S 2
28.6%
X 1
14.3%
T 1
14.3%
F 1
14.3%
C 1
14.3%
N 1
14.3%
Common
ValueCountFrequency (%)
45
41.7%
) 31
28.7%
( 31
28.7%
1 1
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 518
81.8%
ASCII 115
 
18.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
45
39.1%
) 31
27.0%
( 31
27.0%
S 2
 
1.7%
X 1
 
0.9%
T 1
 
0.9%
F 1
 
0.9%
1 1
 
0.9%
C 1
 
0.9%
N 1
 
0.9%
Hangul
ValueCountFrequency (%)
주 36
 
6.9%
스 22
 
4.2%
점 20
 
3.9%
푸 16
 
3.1%
드 14
 
2.7%
산 13
 
2.5%
부 13
 
2.5%
원 11
 
2.1%
이 10
 
1.9%
대 10
 
1.9%
Other values (137) 353
68.1%

소재지(도로명)
Text

Distinct45
Distinct (%)97.8%
Missing0
Missing (%)0.0%
Memory size500.0 B
2023-12-11T01:58:09.787905image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length37.5
Mean length33.826087
Min length22

Characters and Unicode

Total characters1556
Distinct characters118
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique44 ?
Unique (%)95.7%

Sample

1st row부산광역시 해운대구 반여동 1401번지
2nd row부산광역시 해운대구 동백로 67 (우동)
3rd row부산광역시 해운대구 좌동순환로468번가길 5-11 (중동)
4th row부산광역시 해운대구 좌동순환로 511 (중동)
5th row부산광역시 해운대구 재반로112번길 20 (재송동, 동부지원지하1층)
ValueCountFrequency (%)
부산광역시 46
 
15.7%
해운대구 46
 
15.7%
우동 15
 
5.1%
석대동 8
 
2.7%
해운대로 8
 
2.7%
반송로513번길 7
 
2.4%
좌동 7
 
2.4%
반여동 6
 
2.0%
지하2층 5
 
1.7%
3층 4
 
1.4%
Other values (110) 141
48.1%
2023-12-11T01:58:10.502415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
249
 
16.0%
대 74
 
4.8%
해 65
 
4.2%
운 64
 
4.1%
동 56
 
3.6%
1 55
 
3.5%
부 54
 
3.5%
산 53
 
3.4%
시 48
 
3.1%
구 48
 
3.1%
Other values (108) 790
50.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 943
60.6%
Space Separator 249
 
16.0%
Decimal Number 220
 
14.1%
Open Punctuation 45
 
2.9%
Close Punctuation 45
 
2.9%
Other Punctuation 39
 
2.5%
Dash Punctuation 9
 
0.6%
Uppercase Letter 4
 
0.3%
Math Symbol 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
대 74
 
7.8%
해 65
 
6.9%
운 64
 
6.8%
동 56
 
5.9%
부 54
 
5.7%
산 53
 
5.6%
시 48
 
5.1%
구 48
 
5.1%
광 47
 
5.0%
역 46
 
4.9%
Other values (89) 388
41.1%
Decimal Number
ValueCountFrequency (%)
1 55
25.0%
3 32
14.5%
2 29
13.2%
6 24
10.9%
5 19
 
8.6%
4 17
 
7.7%
0 16
 
7.3%
7 10
 
4.5%
8 9
 
4.1%
9 9
 
4.1%
Uppercase Letter
ValueCountFrequency (%)
A 2
50.0%
B 1
25.0%
F 1
25.0%
Space Separator
ValueCountFrequency (%)
249
100.0%
Open Punctuation
ValueCountFrequency (%)
( 45
100.0%
Close Punctuation
ValueCountFrequency (%)
) 45
100.0%
Other Punctuation
ValueCountFrequency (%)
, 39
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 9
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 943
60.6%
Common 609
39.1%
Latin 4
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
대 74
 
7.8%
해 65
 
6.9%
운 64
 
6.8%
동 56
 
5.9%
부 54
 
5.7%
산 53
 
5.6%
시 48
 
5.1%
구 48
 
5.1%
광 47
 
5.0%
역 46
 
4.9%
Other values (89) 388
41.1%
Common
ValueCountFrequency (%)
249
40.9%
1 55
 
9.0%
( 45
 
7.4%
) 45
 
7.4%
, 39
 
6.4%
3 32
 
5.3%
2 29
 
4.8%
6 24
 
3.9%
5 19
 
3.1%
4 17
 
2.8%
Other values (6) 55
 
9.0%
Latin
ValueCountFrequency (%)
A 2
50.0%
B 1
25.0%
F 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 943
60.6%
ASCII 613
39.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
249
40.6%
1 55
 
9.0%
( 45
 
7.3%
) 45
 
7.3%
, 39
 
6.4%
3 32
 
5.2%
2 29
 
4.7%
6 24
 
3.9%
5 19
 
3.1%
4 17
 
2.8%
Other values (9) 59
 
9.6%
Hangul
ValueCountFrequency (%)
대 74
 
7.8%
해 65
 
6.9%
운 64
 
6.8%
동 56
 
5.9%
부 54
 
5.7%
산 53
 
5.6%
시 48
 
5.1%
구 48
 
5.1%
광 47
 
5.0%
역 46
 
4.9%
Other values (89) 388
41.1%

연락처
Text

MISSING 

Distinct31
Distinct (%)93.9%
Missing13
Missing (%)28.3%
Memory size500.0 B
2023-12-11T01:58:10.820924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length14
Mean length13.939394
Min length12

Characters and Unicode

Total characters460
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)87.9%

Sample

1st row051-796-5619
2nd row 051- 749-7248
3rd row 051- 740-1423
4th row 051- 608-1195
5th row051 -312 -4002
ValueCountFrequency (%)
051 23
26.4%
055 4
 
4.6%
312 2
 
2.3%
797 2
 
2.3%
723 2
 
2.3%
070 2
 
2.3%
031 2
 
2.3%
2402 2
 
2.3%
633 2
 
2.3%
0102 2
 
2.3%
Other values (44) 44
50.6%
2023-12-11T01:58:11.367388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 66
14.3%
0 65
14.1%
62
13.5%
5 55
12.0%
1 52
11.3%
7 32
7.0%
2 29
6.3%
3 27
5.9%
4 22
 
4.8%
8 18
 
3.9%
Other values (2) 32
7.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 332
72.2%
Dash Punctuation 66
 
14.3%
Space Separator 62
 
13.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 65
19.6%
5 55
16.6%
1 52
15.7%
7 32
9.6%
2 29
8.7%
3 27
8.1%
4 22
 
6.6%
8 18
 
5.4%
9 18
 
5.4%
6 14
 
4.2%
Dash Punctuation
ValueCountFrequency (%)
- 66
100.0%
Space Separator
ValueCountFrequency (%)
62
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 460
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 66
14.3%
0 65
14.1%
62
13.5%
5 55
12.0%
1 52
11.3%
7 32
7.0%
2 29
6.3%
3 27
5.9%
4 22
 
4.8%
8 18
 
3.9%
Other values (2) 32
7.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 460
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 66
14.3%
0 65
14.1%
62
13.5%
5 55
12.0%
1 52
11.3%
7 32
7.0%
2 29
6.3%
3 27
5.9%
4 22
 
4.8%
8 18
 
3.9%
Other values (2) 32
7.0%

Interactions

2023-12-11T01:58:07.114743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:58:11.559381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업소명소재지(도로명)연락처
연번1.0000.9460.9460.460
업소명0.9461.0001.0001.000
소재지(도로명)0.9461.0001.0001.000
연락처0.4601.0001.0001.000

Missing values

2023-12-11T01:58:07.305497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:58:07.452543image/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

연번업종명업소명소재지(도로명)연락처
01위탁급식영업(주)아워홈성철사부산지점부산광역시 해운대구 반여동 1401번지051-796-5619
12위탁급식영업신세계푸드 조선비치호텔부산광역시 해운대구 동백로 67 (우동)051- 749-7248
23위탁급식영업삼성웰스토리(주) 생명해운대부산광역시 해운대구 좌동순환로468번가길 5-11 (중동)051- 740-1423
34위탁급식영업신세계푸드 이마트 해운대점부산광역시 해운대구 좌동순환로 511 (중동)051- 608-1195
45위탁급식영업(주)씨엠 동부지원점부산광역시 해운대구 재반로112번길 20 (재송동, 동부지원지하1층)051 -312 -4002
56위탁급식영업(주)풀무원푸드앤컬처 성모안과병원부산부산광역시 해운대구 해운대로 409 (우동)<NA>
67위탁급식영업(주)신세계푸드 오스템임플란트부산광역시 해운대구 반송로513번길 66-16 (석대동, 지상6층)051- 865-2987
78위탁급식영업씨제이프레시웨이(주)풍산 부산사업장부산광역시 해운대구 선수촌로 230 (반여동)051- 520-8124
89위탁급식영업(주)씨엠 엔씨(NC) 해운대점부산광역시 해운대구 해운대로 813 (좌동, 지팝1032호 지상10층)055 -312 -4001
910위탁급식영업(주)에스에프에스 반송점부산광역시 해운대구 반송순환로 142, A동 1층 (반송동)051- 543-1981
연번업종명업소명소재지(도로명)연락처
3637위탁급식영업우리식당부산광역시 해운대구 반송로513번길 66-48, 3층 (석대동)<NA>
3738위탁급식영업(주)진주랑 홈플러스 반여점부산광역시 해운대구 선수촌로21번길 37, 홈플러스 부산반여점 2층 (반여동)031 -739 -5580
3839위탁급식영업이음FS부산광역시 해운대구 해운대로 794, 엘리움 13층 1301-1호 (좌동)<NA>
3940위탁급식영업주식회사 에스제이하우스부산광역시 해운대구 운봉길 60, 동부산대학교 (반송동)<NA>
4041위탁급식영업(주)풀무원푸드앤컬처 세익여객영업소부산광역시 해운대구 구남로21번길 30, 세익여객 (중동)051 -633 -0102
4142위탁급식영업(주)풀무원푸드앤컬처 해동여객영업소부산광역시 해운대구 해운대로 1118 (송정동)051 -633 -0102
4243위탁급식영업퀸즈파크 푸드서비스부산광역시 해운대구 해운대로 794, 14층 1403호 일부 (좌동)<NA>
4344위탁급식영업에이치스위트 해운대점부산광역시 해운대구 해운대로 601, 에이치스위트 해운대 B동 3층 (우동)051 -746 -1065
4445위탁급식영업(주)가내찬 영상산업센터점부산광역시 해운대구 센텀서로 39, 영상산업센터 4층 (우동)051 -714 -1322
4546위탁급식영업우리식당부산광역시 해운대구 반송로513번길 66-48, 3층 (석대동)<NA>