Overview

Dataset statistics

Number of variables6
Number of observations31
Missing cells22
Missing cells (%)11.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory53.3 B

Variable types

Numeric1
Text3
Categorical1
DateTime1

Dataset

Description인천광역시 남동구 동물판매업에 대한 데이터로 사업장명칭, 영업내용, 소재지주소(도로명), 전화번호, 위도, 경도 등을 제공합니다.
Author인천광역시 남동구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15113339&srcSe=7661IVAWM27C61E190

Alerts

영업내용 has constant value ""Constant
데이터기준일자 has constant value ""Constant
전화번호 has 22 (71.0%) missing valuesMissing
연번 has unique valuesUnique
소재지주소(도로명) has unique valuesUnique

Reproduction

Analysis started2024-04-20 18:47:57.401760
Analysis finished2024-04-20 18:47:59.061252
Duration1.66 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct31
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16
Minimum1
Maximum31
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size411.0 B
2024-04-21T03:47:59.113491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.5
Q18.5
median16
Q323.5
95-th percentile29.5
Maximum31
Range30
Interquartile range (IQR)15

Descriptive statistics

Standard deviation9.0921211
Coefficient of variation (CV)0.56825757
Kurtosis-1.2
Mean16
Median Absolute Deviation (MAD)8
Skewness0
Sum496
Variance82.666667
MonotonicityStrictly increasing
2024-04-21T03:47:59.211624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
1 1
 
3.2%
2 1
 
3.2%
31 1
 
3.2%
30 1
 
3.2%
29 1
 
3.2%
28 1
 
3.2%
27 1
 
3.2%
26 1
 
3.2%
25 1
 
3.2%
24 1
 
3.2%
Other values (21) 21
67.7%
ValueCountFrequency (%)
1 1
3.2%
2 1
3.2%
3 1
3.2%
4 1
3.2%
5 1
3.2%
6 1
3.2%
7 1
3.2%
8 1
3.2%
9 1
3.2%
10 1
3.2%
ValueCountFrequency (%)
31 1
3.2%
30 1
3.2%
29 1
3.2%
28 1
3.2%
27 1
3.2%
26 1
3.2%
25 1
3.2%
24 1
3.2%
23 1
3.2%
22 1
3.2%

사업장명칭
Text

Distinct29
Distinct (%)93.5%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-04-21T03:47:59.393826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length15
Mean length10.064516
Min length3

Characters and Unicode

Total characters312
Distinct characters118
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

Unique28 ?
Unique (%)90.3%

Sample

1st row에덴미어캣프랜즈
2nd row해피애견타운 강아지고양이 인천점
3rd row캣플렉스
4th rowDear My Pet
5th row개편한세상
ValueCountFrequency (%)
주)그린아쿠아펫 3
 
5.0%
인천논현점 3
 
5.0%
인천본점 3
 
5.0%
유앤미펫 2
 
3.3%
인천점 2
 
3.3%
분양 2
 
3.3%
강아지 2
 
3.3%
고양이 2
 
3.3%
강아지분양 2
 
3.3%
강아지고양이 2
 
3.3%
Other values (37) 37
61.7%
2024-04-21T03:47:59.712158image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
29
 
9.3%
아 15
 
4.8%
양 14
 
4.5%
인 11
 
3.5%
천 10
 
3.2%
이 10
 
3.2%
점 8
 
2.6%
펫 8
 
2.6%
고 8
 
2.6%
지 7
 
2.2%
Other values (108) 192
61.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 259
83.0%
Space Separator 29
 
9.3%
Lowercase Letter 8
 
2.6%
Open Punctuation 6
 
1.9%
Close Punctuation 6
 
1.9%
Uppercase Letter 4
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
아 15
 
5.8%
양 14
 
5.4%
인 11
 
4.2%
천 10
 
3.9%
이 10
 
3.9%
점 8
 
3.1%
펫 8
 
3.1%
고 8
 
3.1%
지 7
 
2.7%
강 7
 
2.7%
Other values (95) 161
62.2%
Lowercase Letter
ValueCountFrequency (%)
e 3
37.5%
h 1
 
12.5%
t 1
 
12.5%
y 1
 
12.5%
r 1
 
12.5%
a 1
 
12.5%
Uppercase Letter
ValueCountFrequency (%)
T 1
25.0%
P 1
25.0%
M 1
25.0%
D 1
25.0%
Space Separator
ValueCountFrequency (%)
29
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 259
83.0%
Common 41
 
13.1%
Latin 12
 
3.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
아 15
 
5.8%
양 14
 
5.4%
인 11
 
4.2%
천 10
 
3.9%
이 10
 
3.9%
점 8
 
3.1%
펫 8
 
3.1%
고 8
 
3.1%
지 7
 
2.7%
강 7
 
2.7%
Other values (95) 161
62.2%
Latin
ValueCountFrequency (%)
e 3
25.0%
h 1
 
8.3%
T 1
 
8.3%
P 1
 
8.3%
t 1
 
8.3%
y 1
 
8.3%
M 1
 
8.3%
r 1
 
8.3%
a 1
 
8.3%
D 1
 
8.3%
Common
ValueCountFrequency (%)
29
70.7%
( 6
 
14.6%
) 6
 
14.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 259
83.0%
ASCII 53
 
17.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
29
54.7%
( 6
 
11.3%
) 6
 
11.3%
e 3
 
5.7%
h 1
 
1.9%
T 1
 
1.9%
P 1
 
1.9%
t 1
 
1.9%
y 1
 
1.9%
M 1
 
1.9%
Other values (3) 3
 
5.7%
Hangul
ValueCountFrequency (%)
아 15
 
5.8%
양 14
 
5.4%
인 11
 
4.2%
천 10
 
3.9%
이 10
 
3.9%
점 8
 
3.1%
펫 8
 
3.1%
고 8
 
3.1%
지 7
 
2.7%
강 7
 
2.7%
Other values (95) 161
62.2%

영업내용
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
동물판매업(일반)
31 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row동물판매업(일반)
2nd row동물판매업(일반)
3rd row동물판매업(일반)
4th row동물판매업(일반)
5th row동물판매업(일반)

Common Values

ValueCountFrequency (%)
동물판매업(일반) 31
100.0%

Length

2024-04-21T03:47:59.816207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T03:47:59.890068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동물판매업(일반 31
100.0%

소재지주소(도로명)
Text

UNIQUE 

Distinct31
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size380.0 B
2024-04-21T03:48:00.083063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length43
Median length35
Mean length30.193548
Min length22

Characters and Unicode

Total characters936
Distinct characters79
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

Unique31 ?
Unique (%)100.0%

Sample

1st row인천광역시 남동구 호구포로 219, 10층 2호 (논현동)
2nd row인천광역시 남동구 백범로422번길 6, 108호 (간석동)
3rd row인천광역시 남동구 은청로 18, 2층 03호 (고잔동)
4th row인천광역시 남동구 남동대로837번길 5, 105호 (간석동)
5th row인천광역시 남동구 석촌로 27, 2층 (간석동)
ValueCountFrequency (%)
인천광역시 31
 
16.3%
남동구 31
 
16.3%
간석동 9
 
4.7%
논현동 8
 
4.2%
만수동 7
 
3.7%
1층 6
 
3.2%
구월동 4
 
2.1%
2층 4
 
2.1%
남동대로 3
 
1.6%
홈플러스 3
 
1.6%
Other values (79) 84
44.2%
2024-04-21T03:48:00.405968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
159
 
17.0%
동 68
 
7.3%
1 47
 
5.0%
남 39
 
4.2%
구 38
 
4.1%
인 35
 
3.7%
천 32
 
3.4%
역 32
 
3.4%
로 31
 
3.3%
) 31
 
3.3%
Other values (69) 424
45.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 521
55.7%
Decimal Number 161
 
17.2%
Space Separator 159
 
17.0%
Close Punctuation 31
 
3.3%
Open Punctuation 31
 
3.3%
Other Punctuation 27
 
2.9%
Dash Punctuation 5
 
0.5%
Uppercase Letter 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 68
13.1%
남 39
 
7.5%
구 38
 
7.3%
인 35
 
6.7%
천 32
 
6.1%
역 32
 
6.1%
로 31
 
6.0%
광 31
 
6.0%
시 31
 
6.0%
호 15
 
2.9%
Other values (53) 169
32.4%
Decimal Number
ValueCountFrequency (%)
1 47
29.2%
0 24
14.9%
2 22
13.7%
6 13
 
8.1%
3 12
 
7.5%
9 11
 
6.8%
5 9
 
5.6%
8 9
 
5.6%
7 7
 
4.3%
4 7
 
4.3%
Space Separator
ValueCountFrequency (%)
159
100.0%
Close Punctuation
ValueCountFrequency (%)
) 31
100.0%
Open Punctuation
ValueCountFrequency (%)
( 31
100.0%
Other Punctuation
ValueCountFrequency (%)
, 27
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Uppercase Letter
ValueCountFrequency (%)
B 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 521
55.7%
Common 414
44.2%
Latin 1
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 68
13.1%
남 39
 
7.5%
구 38
 
7.3%
인 35
 
6.7%
천 32
 
6.1%
역 32
 
6.1%
로 31
 
6.0%
광 31
 
6.0%
시 31
 
6.0%
호 15
 
2.9%
Other values (53) 169
32.4%
Common
ValueCountFrequency (%)
159
38.4%
1 47
 
11.4%
) 31
 
7.5%
( 31
 
7.5%
, 27
 
6.5%
0 24
 
5.8%
2 22
 
5.3%
6 13
 
3.1%
3 12
 
2.9%
9 11
 
2.7%
Other values (5) 37
 
8.9%
Latin
ValueCountFrequency (%)
B 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 521
55.7%
ASCII 415
44.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
159
38.3%
1 47
 
11.3%
) 31
 
7.5%
( 31
 
7.5%
, 27
 
6.5%
0 24
 
5.8%
2 22
 
5.3%
6 13
 
3.1%
3 12
 
2.9%
9 11
 
2.7%
Other values (6) 38
 
9.2%
Hangul
ValueCountFrequency (%)
동 68
13.1%
남 39
 
7.5%
구 38
 
7.3%
인 35
 
6.7%
천 32
 
6.1%
역 32
 
6.1%
로 31
 
6.0%
광 31
 
6.0%
시 31
 
6.0%
호 15
 
2.9%
Other values (53) 169
32.4%

전화번호
Text

MISSING 

Distinct9
Distinct (%)100.0%
Missing22
Missing (%)71.0%
Memory size380.0 B
2024-04-21T03:48:00.550932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length11.666667
Min length9

Characters and Unicode

Total characters105
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

Unique9 ?
Unique (%)100.0%

Sample

1st row032-217-0775
2nd row032-469-2223
3rd row032-471-3959
4th row032-468-8482
5th row032-471-0289
ValueCountFrequency (%)
032-217-0775 1
11.1%
032-469-2223 1
11.1%
032-471-3959 1
11.1%
032-468-8482 1
11.1%
032-471-0289 1
11.1%
032-461-6021 1
11.1%
1670-2699 1
11.1%
032-446-1117 1
11.1%
032-466-8670 1
11.1%
2024-04-21T03:48:00.797837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 17
16.2%
2 16
15.2%
0 13
12.4%
3 10
9.5%
6 10
9.5%
1 9
8.6%
4 9
8.6%
7 8
7.6%
9 6
 
5.7%
8 5
 
4.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 88
83.8%
Dash Punctuation 17
 
16.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 16
18.2%
0 13
14.8%
3 10
11.4%
6 10
11.4%
1 9
10.2%
4 9
10.2%
7 8
9.1%
9 6
 
6.8%
8 5
 
5.7%
5 2
 
2.3%
Dash Punctuation
ValueCountFrequency (%)
- 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 105
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 17
16.2%
2 16
15.2%
0 13
12.4%
3 10
9.5%
6 10
9.5%
1 9
8.6%
4 9
8.6%
7 8
7.6%
9 6
 
5.7%
8 5
 
4.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 105
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 17
16.2%
2 16
15.2%
0 13
12.4%
3 10
9.5%
6 10
9.5%
1 9
8.6%
4 9
8.6%
7 8
7.6%
9 6
 
5.7%
8 5
 
4.8%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
Minimum2024-04-01 00:00:00
Maximum2024-04-01 00:00:00
2024-04-21T03:48:00.892969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T03:48:00.964799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-04-21T03:47:58.778737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-21T03:48:01.023262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번사업장명칭소재지주소(도로명)전화번호
연번1.0000.9521.0001.000
사업장명칭0.9521.0001.0001.000
소재지주소(도로명)1.0001.0001.0001.000
전화번호1.0001.0001.0001.000

Missing values

2024-04-21T03:47:58.928132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T03:47:59.023034image/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

연번사업장명칭영업내용소재지주소(도로명)전화번호데이터기준일자
01에덴미어캣프랜즈동물판매업(일반)인천광역시 남동구 호구포로 219, 10층 2호 (논현동)<NA>2024-04-01
12해피애견타운 강아지고양이 인천점동물판매업(일반)인천광역시 남동구 백범로422번길 6, 108호 (간석동)<NA>2024-04-01
23캣플렉스동물판매업(일반)인천광역시 남동구 은청로 18, 2층 03호 (고잔동)032-217-07752024-04-01
34Dear My Pet동물판매업(일반)인천광역시 남동구 남동대로837번길 5, 105호 (간석동)<NA>2024-04-01
45개편한세상동물판매업(일반)인천광역시 남동구 석촌로 27, 2층 (간석동)032-469-22232024-04-01
56(주)그린아쿠아펫동물판매업(일반)인천광역시 남동구 경원대로 971, 홈플러스 (간석동)<NA>2024-04-01
67베이비몽 인천논현점동물판매업(일반)인천광역시 남동구 소래역남로16번길 75, 110-1호 (논현동)<NA>2024-04-01
78안심브리더동물판매업(일반)인천광역시 남동구 용천로 97, 201호 (구월동)<NA>2024-04-01
89(주)펫펏 (강아지요미독 고양이요미캣) 인천논현점동물판매업(일반)인천광역시 남동구 논현로46번길 22, 코아루파크 B동 105호 (논현동)<NA>2024-04-01
910클래시독스동물판매업(일반)인천광역시 남동구 구월남로 331, 106호 (만수동)032-471-39592024-04-01
연번사업장명칭영업내용소재지주소(도로명)전화번호데이터기준일자
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