Overview

Dataset statistics

Number of variables8
Number of observations642
Missing cells0
Missing cells (%)0.0%
Duplicate rows87
Duplicate rows (%)13.6%
Total size in memory40.3 KiB
Average record size in memory64.2 B

Variable types

Categorical7
DateTime1

Dataset

Description강원도 평창군 반려동물 등록 현황에 대한 데이터로, RFID, 축종, 품종, 소유정보, 승인일 항목에 대한 정보를 제공합니다.
Author강원도 평창군
URLhttps://www.data.go.kr/data/15089075/fileData.do

Alerts

축종 has constant value ""Constant
관리기관 has constant value ""Constant
전화번호 has constant value ""Constant
데이터기준일자 has constant value ""Constant
Dataset has 87 (13.6%) duplicate rowsDuplicates
종류(RFID) is highly imbalanced (61.5%)Imbalance
소유정보 is highly imbalanced (86.1%)Imbalance

Reproduction

Analysis started2023-12-12 16:42:22.110126
Analysis finished2023-12-12 16:42:22.608110
Duration0.5 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

종류(RFID)
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
외장형
561 
삽입형
72 
인식표
 
9

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row삽입형
2nd row외장형
3rd row외장형
4th row삽입형
5th row삽입형

Common Values

ValueCountFrequency (%)
외장형 561
87.4%
삽입형 72
 
11.2%
인식표 9
 
1.4%

Length

2023-12-13T01:42:22.703179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:42:22.836250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
외장형 561
87.4%
삽입형 72
 
11.2%
인식표 9
 
1.4%

축종
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
개
642 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
개 642
100.0%

Length

2023-12-13T01:42:22.978337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:42:23.108337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개 642
100.0%

품종
Categorical

Distinct50
Distinct (%)7.8%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
믹스견
232 
진도견
105 
말티즈
54 
푸들
33 
포메라니안
28 
Other values (45)
190 

Length

Max length12
Median length3
Mean length3.7554517
Min length2

Unique

Unique15 ?
Unique (%)2.3%

Sample

1st row말티즈
2nd row말티즈
3rd row푸들
4th row푸들
5th row비글

Common Values

ValueCountFrequency (%)
믹스견 232
36.1%
진도견 105
16.4%
말티즈 54
 
8.4%
푸들 33
 
5.1%
포메라니안 28
 
4.4%
라브라도 리트리버 18
 
2.8%
풍산견 13
 
2.0%
골든 리트리버 13
 
2.0%
시츄 13
 
2.0%
비숑 프리제 12
 
1.9%
Other values (40) 121
18.8%

Length

2023-12-13T01:42:23.277079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
믹스견 232
30.6%
진도견 105
13.9%
말티즈 54
 
7.1%
푸들 39
 
5.1%
리트리버 31
 
4.1%
포메라니안 28
 
3.7%
라브라도 18
 
2.4%
테리어 13
 
1.7%
풍산견 13
 
1.7%
골든 13
 
1.7%
Other values (59) 212
28.0%

소유정보
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
소유
615 
사망
 
24
기타
 
2
분실
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row소유
2nd row소유
3rd row기타
4th row소유
5th row소유

Common Values

ValueCountFrequency (%)
소유 615
95.8%
사망 24
 
3.7%
기타 2
 
0.3%
분실 1
 
0.2%

Length

2023-12-13T01:42:23.472003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:42:23.572405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
소유 615
95.8%
사망 24
 
3.7%
기타 2
 
0.3%
분실 1
 
0.2%

승인일
Date

Distinct173
Distinct (%)26.9%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
Minimum2012-01-16 00:00:00
Maximum2022-08-31 00:00:00
2023-12-13T01:42:23.711517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:42:23.901625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

관리기관
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
평창군청
642 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
평창군청 642
100.0%

Length

2023-12-13T01:42:24.090656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:42:24.223677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
평창군청 642
100.0%

전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
033-330-1358
642 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row033-330-1358
2nd row033-330-1358
3rd row033-330-1358
4th row033-330-1358
5th row033-330-1358

Common Values

ValueCountFrequency (%)
033-330-1358 642
100.0%

Length

2023-12-13T01:42:24.346862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:42:24.459314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
033-330-1358 642
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size5.1 KiB
2022-09-19
642 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-09-19
2nd row2022-09-19
3rd row2022-09-19
4th row2022-09-19
5th row2022-09-19

Common Values

ValueCountFrequency (%)
2022-09-19 642
100.0%

Length

2023-12-13T01:42:24.587258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:42:24.703428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-09-19 642
100.0%

Correlations

2023-12-13T01:42:24.770139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종류(RFID)품종소유정보
종류(RFID)1.0000.7270.071
품종0.7271.0000.463
소유정보0.0710.4631.000
2023-12-13T01:42:24.869997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소유정보품종종류(RFID)
소유정보1.0000.2390.067
품종0.2391.0000.472
종류(RFID)0.0670.4721.000
2023-12-13T01:42:24.973946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종류(RFID)품종소유정보
종류(RFID)1.0000.4720.067
품종0.4721.0000.239
소유정보0.0670.2391.000

Missing values

2023-12-13T01:42:22.381504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:42:22.556193image/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

종류(RFID)축종품종소유정보승인일관리기관전화번호데이터기준일자
0삽입형개말티즈소유2012-01-16평창군청033-330-13582022-09-19
1외장형개말티즈소유2013-02-13평창군청033-330-13582022-09-19
2외장형개푸들기타2013-02-25평창군청033-330-13582022-09-19
3삽입형개푸들소유2013-04-09평창군청033-330-13582022-09-19
4삽입형개비글소유2013-06-27평창군청033-330-13582022-09-19
5삽입형개그레이트 피레니즈사망2013-06-27평창군청033-330-13582022-09-19
6삽입형개푸들소유2013-06-27평창군청033-330-13582022-09-19
7인식표개토이 푸들소유2013-07-03평창군청033-330-13582022-09-19
8인식표개토이 푸들소유2013-07-03평창군청033-330-13582022-09-19
9인식표개토이 푸들소유2013-07-03평창군청033-330-13582022-09-19
종류(RFID)축종품종소유정보승인일관리기관전화번호데이터기준일자
632외장형개진도견소유2022-07-28평창군청033-330-13582022-09-19
633외장형개진도견소유2022-07-28평창군청033-330-13582022-09-19
634외장형개진도견소유2022-07-28평창군청033-330-13582022-09-19
635삽입형개비숑 프리제소유2022-08-09평창군청033-330-13582022-09-19
636외장형개믹스견소유2022-08-24평창군청033-330-13582022-09-19
637외장형개믹스견소유2022-08-24평창군청033-330-13582022-09-19
638외장형개진도견소유2022-08-24평창군청033-330-13582022-09-19
639외장형개진도견소유2022-08-31평창군청033-330-13582022-09-19
640외장형개믹스견소유2022-08-31평창군청033-330-13582022-09-19
641외장형개믹스견소유2022-08-31평창군청033-330-13582022-09-19

Duplicate rows

Most frequently occurring

종류(RFID)축종품종소유정보승인일관리기관전화번호데이터기준일자# duplicates
38외장형개믹스견소유2021-09-29평창군청033-330-13582022-09-1947
30외장형개믹스견소유2019-08-30평창군청033-330-13582022-09-1925
39외장형개믹스견소유2021-10-01평창군청033-330-13582022-09-1914
40외장형개믹스견소유2021-10-06평창군청033-330-13582022-09-1913
36외장형개믹스견소유2021-09-24평창군청033-330-13582022-09-1912
65외장형개진도견소유2021-10-01평창군청033-330-13582022-09-1912
54외장형개진도견소유2015-12-17평창군청033-330-13582022-09-199
64외장형개진도견소유2021-09-29평창군청033-330-13582022-09-199
37외장형개믹스견소유2021-09-28평창군청033-330-13582022-09-198
58외장형개진도견소유2019-08-30평창군청033-330-13582022-09-198