Overview

Dataset statistics

Number of variables4
Number of observations90
Missing cells44
Missing cells (%)12.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.0 KiB
Average record size in memory34.4 B

Variable types

Numeric1
Text3

Dataset

Description인천광역시 연수구의 동물미용업 현황 데이터로서 연번, 영업장 명칭, 소재지주소(도로명), 영업장 전화번호 등의 항목으로 이루어져 있습니다.
Author인천광역시 연수구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15116610&srcSe=7661IVAWM27C61E190

Alerts

영업장 전화번호 has 44 (48.9%) missing valuesMissing
연번 has unique valuesUnique
영업장명칭 has unique valuesUnique
소재지주소(도로명) has unique valuesUnique

Reproduction

Analysis started2024-04-21 07:09:32.842067
Analysis finished2024-04-21 07:09:33.900704
Duration1.06 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct90
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.5
Minimum1
Maximum90
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size938.0 B
2024-04-21T16:09:34.057080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.45
Q123.25
median45.5
Q367.75
95-th percentile85.55
Maximum90
Range89
Interquartile range (IQR)44.5

Descriptive statistics

Standard deviation26.124701
Coefficient of variation (CV)0.57416925
Kurtosis-1.2
Mean45.5
Median Absolute Deviation (MAD)22.5
Skewness0
Sum4095
Variance682.5
MonotonicityStrictly increasing
2024-04-21T16:09:34.339660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.1%
69 1
 
1.1%
67 1
 
1.1%
66 1
 
1.1%
65 1
 
1.1%
64 1
 
1.1%
63 1
 
1.1%
62 1
 
1.1%
61 1
 
1.1%
60 1
 
1.1%
Other values (80) 80
88.9%
ValueCountFrequency (%)
1 1
1.1%
2 1
1.1%
3 1
1.1%
4 1
1.1%
5 1
1.1%
6 1
1.1%
7 1
1.1%
8 1
1.1%
9 1
1.1%
10 1
1.1%
ValueCountFrequency (%)
90 1
1.1%
89 1
1.1%
88 1
1.1%
87 1
1.1%
86 1
1.1%
85 1
1.1%
84 1
1.1%
83 1
1.1%
82 1
1.1%
81 1
1.1%

영업장명칭
Text

UNIQUE 

Distinct90
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size848.0 B
2024-04-21T16:09:35.396026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length14.5
Mean length6.5555556
Min length2

Characters and Unicode

Total characters590
Distinct characters201
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

Unique90 ?
Unique (%)100.0%

Sample

1st row미쓰박 펫 살롱
2nd row야옹아 놀자
3rd row러블리펫
4th row(주)이마트 연수점
5th row뽐나개
ValueCountFrequency (%)
동물병원 10
 
7.1%
강아지 5
 
3.5%
애견미용실 3
 
2.1%
개 3
 
2.1%
24시 2
 
1.4%
송도 2
 
1.4%
멋 2
 
1.4%
토비동물병원 1
 
0.7%
까가주개 1
 
0.7%
프라자동물병원 1
 
0.7%
Other values (111) 111
78.7%
2024-04-21T16:09:36.682170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
51
 
8.6%
동 19
 
3.2%
물 19
 
3.2%
아 18
 
3.1%
병 16
 
2.7%
원 16
 
2.7%
도 13
 
2.2%
개 12
 
2.0%
펫 11
 
1.9%
지 11
 
1.9%
Other values (191) 404
68.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 492
83.4%
Space Separator 51
 
8.6%
Uppercase Letter 16
 
2.7%
Lowercase Letter 15
 
2.5%
Open Punctuation 5
 
0.8%
Close Punctuation 5
 
0.8%
Decimal Number 4
 
0.7%
Other Punctuation 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 19
 
3.9%
물 19
 
3.9%
아 18
 
3.7%
병 16
 
3.3%
원 16
 
3.3%
도 13
 
2.6%
개 12
 
2.4%
펫 11
 
2.2%
지 11
 
2.2%
강 11
 
2.2%
Other values (164) 346
70.3%
Uppercase Letter
ValueCountFrequency (%)
P 3
18.8%
D 2
12.5%
E 2
12.5%
Y 1
 
6.2%
W 1
 
6.2%
U 1
 
6.2%
O 1
 
6.2%
R 1
 
6.2%
I 1
 
6.2%
M 1
 
6.2%
Other values (2) 2
12.5%
Lowercase Letter
ValueCountFrequency (%)
o 5
33.3%
m 2
 
13.3%
n 2
 
13.3%
l 2
 
13.3%
g 1
 
6.7%
y 1
 
6.7%
e 1
 
6.7%
d 1
 
6.7%
Decimal Number
ValueCountFrequency (%)
4 2
50.0%
2 2
50.0%
Other Punctuation
ValueCountFrequency (%)
# 1
50.0%
, 1
50.0%
Space Separator
ValueCountFrequency (%)
51
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 492
83.4%
Common 67
 
11.4%
Latin 31
 
5.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 19
 
3.9%
물 19
 
3.9%
아 18
 
3.7%
병 16
 
3.3%
원 16
 
3.3%
도 13
 
2.6%
개 12
 
2.4%
펫 11
 
2.2%
지 11
 
2.2%
강 11
 
2.2%
Other values (164) 346
70.3%
Latin
ValueCountFrequency (%)
o 5
16.1%
P 3
 
9.7%
m 2
 
6.5%
n 2
 
6.5%
D 2
 
6.5%
l 2
 
6.5%
E 2
 
6.5%
Y 1
 
3.2%
g 1
 
3.2%
y 1
 
3.2%
Other values (10) 10
32.3%
Common
ValueCountFrequency (%)
51
76.1%
( 5
 
7.5%
) 5
 
7.5%
4 2
 
3.0%
2 2
 
3.0%
# 1
 
1.5%
, 1
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 492
83.4%
ASCII 98
 
16.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
51
52.0%
( 5
 
5.1%
o 5
 
5.1%
) 5
 
5.1%
P 3
 
3.1%
m 2
 
2.0%
n 2
 
2.0%
D 2
 
2.0%
l 2
 
2.0%
E 2
 
2.0%
Other values (17) 19
 
19.4%
Hangul
ValueCountFrequency (%)
동 19
 
3.9%
물 19
 
3.9%
아 18
 
3.7%
병 16
 
3.3%
원 16
 
3.3%
도 13
 
2.6%
개 12
 
2.4%
펫 11
 
2.2%
지 11
 
2.2%
강 11
 
2.2%
Other values (164) 346
70.3%

소재지주소(도로명)
Text

UNIQUE 

Distinct90
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size848.0 B
2024-04-21T16:09:37.628854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length46
Mean length40.3
Min length24

Characters and Unicode

Total characters3627
Distinct characters192
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

Unique90 ?
Unique (%)100.0%

Sample

1st row인천광역시 연수구 해돋이로 107, G동 1층 33호 (송도동, 송도 더샵 퍼스트월드)
2nd row인천광역시 연수구 먼우금로251번길 8-20, 1층 (연수동)
3rd row인천광역시 연수구 청량로164번길 4, 도화빌라 B01호 (옥련동)
4th row인천광역시 연수구 경원대로 184, 이마트 1층 (동춘동)
5th row인천광역시 연수구 비류대로256번길 25, 1층 2호 (청학동)
ValueCountFrequency (%)
인천광역시 90
 
13.2%
연수구 90
 
13.2%
송도동 45
 
6.6%
1층 20
 
2.9%
연수동 14
 
2.0%
옥련동 13
 
1.9%
송도 9
 
1.3%
더샵 8
 
1.2%
해돋이로 7
 
1.0%
청학동 7
 
1.0%
Other values (260) 380
55.6%
2024-04-21T16:09:38.882550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
594
 
16.4%
1 183
 
5.0%
동 131
 
3.6%
, 127
 
3.5%
연 107
 
3.0%
수 106
 
2.9%
2 103
 
2.8%
시 101
 
2.8%
인 100
 
2.8%
천 98
 
2.7%
Other values (182) 1977
54.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2049
56.5%
Decimal Number 624
 
17.2%
Space Separator 594
 
16.4%
Other Punctuation 127
 
3.5%
Close Punctuation 90
 
2.5%
Open Punctuation 90
 
2.5%
Uppercase Letter 37
 
1.0%
Dash Punctuation 15
 
0.4%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 131
 
6.4%
연 107
 
5.2%
수 106
 
5.2%
시 101
 
4.9%
인 100
 
4.9%
천 98
 
4.8%
로 95
 
4.6%
구 90
 
4.4%
역 90
 
4.4%
광 90
 
4.4%
Other values (151) 1041
50.8%
Uppercase Letter
ValueCountFrequency (%)
B 7
18.9%
M 4
10.8%
S 4
10.8%
C 3
8.1%
E 3
8.1%
D 2
 
5.4%
U 2
 
5.4%
R 2
 
5.4%
G 2
 
5.4%
A 2
 
5.4%
Other values (5) 6
16.2%
Decimal Number
ValueCountFrequency (%)
1 183
29.3%
2 103
16.5%
0 79
12.7%
3 53
 
8.5%
5 39
 
6.2%
4 39
 
6.2%
6 35
 
5.6%
8 35
 
5.6%
7 30
 
4.8%
9 28
 
4.5%
Space Separator
ValueCountFrequency (%)
594
100.0%
Other Punctuation
ValueCountFrequency (%)
, 127
100.0%
Close Punctuation
ValueCountFrequency (%)
) 90
100.0%
Open Punctuation
ValueCountFrequency (%)
( 90
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 15
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2049
56.5%
Common 1541
42.5%
Latin 37
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 131
 
6.4%
연 107
 
5.2%
수 106
 
5.2%
시 101
 
4.9%
인 100
 
4.9%
천 98
 
4.8%
로 95
 
4.6%
구 90
 
4.4%
역 90
 
4.4%
광 90
 
4.4%
Other values (151) 1041
50.8%
Common
ValueCountFrequency (%)
594
38.5%
1 183
 
11.9%
, 127
 
8.2%
2 103
 
6.7%
) 90
 
5.8%
( 90
 
5.8%
0 79
 
5.1%
3 53
 
3.4%
5 39
 
2.5%
4 39
 
2.5%
Other values (6) 144
 
9.3%
Latin
ValueCountFrequency (%)
B 7
18.9%
M 4
10.8%
S 4
10.8%
C 3
8.1%
E 3
8.1%
D 2
 
5.4%
U 2
 
5.4%
R 2
 
5.4%
G 2
 
5.4%
A 2
 
5.4%
Other values (5) 6
16.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2049
56.5%
ASCII 1578
43.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
594
37.6%
1 183
 
11.6%
, 127
 
8.0%
2 103
 
6.5%
) 90
 
5.7%
( 90
 
5.7%
0 79
 
5.0%
3 53
 
3.4%
5 39
 
2.5%
4 39
 
2.5%
Other values (21) 181
 
11.5%
Hangul
ValueCountFrequency (%)
동 131
 
6.4%
연 107
 
5.2%
수 106
 
5.2%
시 101
 
4.9%
인 100
 
4.9%
천 98
 
4.8%
로 95
 
4.6%
구 90
 
4.4%
역 90
 
4.4%
광 90
 
4.4%
Other values (151) 1041
50.8%

영업장 전화번호
Text

MISSING 

Distinct46
Distinct (%)100.0%
Missing44
Missing (%)48.9%
Memory size848.0 B
2024-04-21T16:09:39.764214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters552
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

Unique46 ?
Unique (%)100.0%

Sample

1st row032-812-8004
2nd row032-831-5703
3rd row032-820-1290
4th row032-832-3166
5th row032-812-6413
ValueCountFrequency (%)
032-819-2852 1
 
2.2%
032-818-0242 1
 
2.2%
032-833-1770 1
 
2.2%
032-832-3063 1
 
2.2%
032-239-8513 1
 
2.2%
032-832-1544 1
 
2.2%
032-816-6424 1
 
2.2%
032-858-6228 1
 
2.2%
032-811-5004 1
 
2.2%
032-833-8530 1
 
2.2%
Other values (36) 36
78.3%
2024-04-21T16:09:40.758277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 92
16.7%
3 85
15.4%
2 84
15.2%
0 73
13.2%
8 59
10.7%
5 42
7.6%
1 41
7.4%
7 34
 
6.2%
9 14
 
2.5%
6 14
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 460
83.3%
Dash Punctuation 92
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 85
18.5%
2 84
18.3%
0 73
15.9%
8 59
12.8%
5 42
9.1%
1 41
8.9%
7 34
 
7.4%
9 14
 
3.0%
6 14
 
3.0%
4 14
 
3.0%
Dash Punctuation
ValueCountFrequency (%)
- 92
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 552
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 92
16.7%
3 85
15.4%
2 84
15.2%
0 73
13.2%
8 59
10.7%
5 42
7.6%
1 41
7.4%
7 34
 
6.2%
9 14
 
2.5%
6 14
 
2.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 552
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 92
16.7%
3 85
15.4%
2 84
15.2%
0 73
13.2%
8 59
10.7%
5 42
7.6%
1 41
7.4%
7 34
 
6.2%
9 14
 
2.5%
6 14
 
2.5%

Interactions

2024-04-21T16:09:33.455715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-21T16:09:40.916376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번영업장명칭소재지주소(도로명)영업장 전화번호
연번1.0001.0001.0001.000
영업장명칭1.0001.0001.0001.000
소재지주소(도로명)1.0001.0001.0001.000
영업장 전화번호1.0001.0001.0001.000

Missing values

2024-04-21T16:09:33.657862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T16:09:33.829272image/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

연번영업장명칭소재지주소(도로명)영업장 전화번호
01미쓰박 펫 살롱인천광역시 연수구 해돋이로 107, G동 1층 33호 (송도동, 송도 더샵 퍼스트월드)<NA>
12야옹아 놀자인천광역시 연수구 먼우금로251번길 8-20, 1층 (연수동)032-812-8004
23러블리펫인천광역시 연수구 청량로164번길 4, 도화빌라 B01호 (옥련동)032-831-5703
34(주)이마트 연수점인천광역시 연수구 경원대로 184, 이마트 1층 (동춘동)032-820-1290
45뽐나개인천광역시 연수구 비류대로256번길 25, 1층 2호 (청학동)032-832-3166
56누렁이도 찰스로 애견샵인천광역시 연수구 새말로 89, 102호 (연수동)032-812-6413
67강아지 와요와요인천광역시 연수구 함박뫼로 128, 110호 (연수동, 연수대명아파트)032-811-5979
78루루 반려견인천광역시 연수구 컨벤시아대로 70, 301동 135호 (송도동, 인천송도힐스테이트)032-833-6118
89주주 애견미용실인천광역시 연수구 해돋이로 107, E동 8호 (송도동, 송도 더샵 퍼스트월드)<NA>
910ACE동물병원인천광역시 연수구 센트럴로 194, B동 101호 (송도동, 더샵 센트럴파크2)032-205-7582
연번영업장명칭소재지주소(도로명)영업장 전화번호
8081리츠펫(송도점)인천광역시 연수구 해돋이로 160-7, 1층 109, 110호 (송도동, 송도 대경 스위트리아 파크뷰)032-858-9959
8182아소비 퍼피스인천광역시 연수구 센트럴로 313, B동 306호 (송도동)<NA>
8283룰루랄라인천광역시 연수구 앵고개로254번길 19-5, 대동빌딩 3층 301호 (동춘동)<NA>
8384마타타비인천광역시 연수구 인천타워대로197번길 16, 220호 (송도동)<NA>
8485멍냥펫쌀롱인천광역시 연수구 벤처로 10, B동 1층 101호 (송도동)<NA>
8586일편댕심인천광역시 연수구 송도과학로27번길 15, 104동 131호 (송도동, 송도아메리칸타운아이파크)<NA>
8687멍무드인천광역시 연수구 해돋이로 107, H동 1층 29호 (송도동, 송도 더샵 퍼스트월드)<NA>
8788복터진 강아지인천광역시 연수구 함박뫼로26번길 13, 102호 (청학동)<NA>
8889센트럴 펫살롱인천광역시 연수구 센트럴로 194, C동 128호 (송도동, 더샵 센트럴파크2)032-815-7582
8990아우어모먼트인천광역시 연수구 송도문화로28번길 28, 202동 122호 (송도동, 송도글로벌캠퍼스푸르지오)<NA>