Overview

Dataset statistics

Number of variables13
Number of observations520
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory54.5 KiB
Average record size in memory107.3 B

Variable types

Numeric3
DateTime4
Categorical6

Dataset

Description경상남도 거제시 동물보호관리카드 관련 정보(포획일자, 포획장소, 성별, 수술일자, 방사일자, 방사장소, 기준일자)를 제공합니다.
Author경상남도 거제시
URLhttps://www.data.go.kr/data/15093589/fileData.do

Alerts

축종 has constant value ""Constant
품종 has constant value ""Constant
건강상태 has constant value ""Constant
기준일자 has constant value ""Constant
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 17:55:29.488133
Analysis finished2023-12-12 17:55:31.642554
Duration2.15 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct520
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean260.5
Minimum1
Maximum520
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.7 KiB
2023-12-13T02:55:31.717647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile26.95
Q1130.75
median260.5
Q3390.25
95-th percentile494.05
Maximum520
Range519
Interquartile range (IQR)259.5

Descriptive statistics

Standard deviation150.25534
Coefficient of variation (CV)0.57679592
Kurtosis-1.2
Mean260.5
Median Absolute Deviation (MAD)130
Skewness0
Sum135460
Variance22576.667
MonotonicityStrictly increasing
2023-12-13T02:55:31.849997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
359 1
 
0.2%
357 1
 
0.2%
356 1
 
0.2%
355 1
 
0.2%
354 1
 
0.2%
353 1
 
0.2%
352 1
 
0.2%
351 1
 
0.2%
350 1
 
0.2%
Other values (510) 510
98.1%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
520 1
0.2%
519 1
0.2%
518 1
0.2%
517 1
0.2%
516 1
0.2%
515 1
0.2%
514 1
0.2%
513 1
0.2%
512 1
0.2%
511 1
0.2%

구조일
Date

Distinct95
Distinct (%)18.3%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
Minimum2021-04-05 00:00:00
Maximum2021-08-11 00:00:00
2023-12-13T02:55:31.974109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:32.121539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

구조장소
Categorical

Distinct20
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
수양동
72 
사등면
65 
고현동
58 
하청면
53 
연초면
38 
Other values (15)
234 

Length

Max length4
Median length3
Mean length3.0365385
Min length3

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row수양동
2nd row상문동
3rd row수양동
4th row수양동
5th row수양동

Common Values

ValueCountFrequency (%)
수양동 72
13.8%
사등면 65
12.5%
고현동 58
11.2%
하청면 53
10.2%
연초면 38
 
7.3%
아주동 36
 
6.9%
일운면 29
 
5.6%
옥포동 29
 
5.6%
상문동 22
 
4.2%
능포동 20
 
3.8%
Other values (10) 98
18.8%

Length

2023-12-13T02:55:32.252311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
수양동 72
13.8%
사등면 65
12.5%
고현동 58
11.2%
하청면 53
10.2%
연초면 38
 
7.3%
아주동 36
 
6.9%
일운면 29
 
5.6%
옥포동 29
 
5.6%
상문동 22
 
4.2%
장목면 20
 
3.8%
Other values (10) 98
18.8%

축종
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
고양이
520 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
고양이 520
100.0%

Length

2023-12-13T02:55:32.359095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:55:32.442518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
고양이 520
100.0%

품종
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
미상
520 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
미상 520
100.0%

Length

2023-12-13T02:55:32.542187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:55:32.632339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미상 520
100.0%

나이
Real number (ℝ)

Distinct7
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0942308
Minimum1
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.7 KiB
2023-12-13T02:55:32.706826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile4
Maximum8
Range7
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.1846666
Coefficient of variation (CV)0.565681
Kurtosis5.8972975
Mean2.0942308
Median Absolute Deviation (MAD)1
Skewness1.9319581
Sum1089
Variance1.4034349
MonotonicityNot monotonic
2023-12-13T02:55:32.812604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
2 210
40.4%
1 175
33.7%
3 88
16.9%
4 24
 
4.6%
5 16
 
3.1%
8 5
 
1.0%
7 2
 
0.4%
ValueCountFrequency (%)
1 175
33.7%
2 210
40.4%
3 88
16.9%
4 24
 
4.6%
5 16
 
3.1%
7 2
 
0.4%
8 5
 
1.0%
ValueCountFrequency (%)
8 5
 
1.0%
7 2
 
0.4%
5 16
 
3.1%
4 24
 
4.6%
3 88
16.9%
2 210
40.4%
1 175
33.7%

성별
Categorical

Distinct2
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
수
288 
암
232 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수 288
55.4%
암 232
44.6%

Length

2023-12-13T02:55:32.947427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:55:33.062597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수 288
55.4%
암 232
44.6%

체중
Real number (ℝ)

Distinct47
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.0088462
Minimum1.7
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.7 KiB
2023-12-13T02:55:33.172024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.7
5-th percentile2.5
Q13.1
median4
Q34.8
95-th percentile6
Maximum8
Range6.3
Interquartile range (IQR)1.7

Descriptive statistics

Standard deviation1.1112616
Coefficient of variation (CV)0.27720235
Kurtosis0.46107359
Mean4.0088462
Median Absolute Deviation (MAD)0.9
Skewness0.67348583
Sum2084.6
Variance1.2349023
MonotonicityNot monotonic
2023-12-13T02:55:33.316904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
4.0 86
16.5%
5.0 54
 
10.4%
3.0 52
 
10.0%
6.0 28
 
5.4%
3.4 19
 
3.7%
3.2 17
 
3.3%
2.8 16
 
3.1%
3.9 16
 
3.1%
2.5 14
 
2.7%
4.2 14
 
2.7%
Other values (37) 204
39.2%
ValueCountFrequency (%)
1.7 1
 
0.2%
1.8 2
 
0.4%
2.0 4
 
0.8%
2.1 2
 
0.4%
2.2 2
 
0.4%
2.3 6
1.2%
2.4 7
1.3%
2.5 14
2.7%
2.6 5
 
1.0%
2.7 12
2.3%
ValueCountFrequency (%)
8.0 3
 
0.6%
7.0 9
 
1.7%
6.8 1
 
0.2%
6.2 1
 
0.2%
6.0 28
5.4%
5.8 2
 
0.4%
5.7 2
 
0.4%
5.6 1
 
0.2%
5.5 10
 
1.9%
5.4 6
 
1.2%

특징
Categorical

Distinct27
Distinct (%)5.2%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
검정/흰색
85 
삼색
82 
고등어
63 
치즈
62 
검정
49 
Other values (22)
179 

Length

Max length5
Median length2
Mean length3.0461538
Min length2

Unique

Unique7 ?
Unique (%)1.3%

Sample

1st row갈색
2nd row검정/흰색
3rd row검정/흰색
4th row노랑/흰색
5th row노랑/흰색

Common Values

ValueCountFrequency (%)
검정/흰색 85
16.3%
삼색 82
15.8%
고등어 63
12.1%
치즈 62
11.9%
검정 49
9.4%
노랑 47
9.0%
노랑/흰색 37
7.1%
흰색 18
 
3.5%
재색줄 16
 
3.1%
황색 10
 
1.9%
Other values (17) 51
9.8%

Length

2023-12-13T02:55:33.451668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
검정/흰색 85
16.3%
삼색 82
15.8%
고등어 63
12.1%
치즈 62
11.9%
검정 49
9.4%
노랑 47
9.0%
노랑/흰색 37
7.1%
흰색 18
 
3.5%
재색줄 16
 
3.1%
황색 10
 
1.9%
Other values (17) 51
9.8%

건강상태
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
양호
520 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
양호 520
100.0%

Length

2023-12-13T02:55:33.562130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:55:33.653030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양호 520
100.0%

처리일(수술일)
Date

Distinct98
Distinct (%)18.8%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
Minimum2021-04-05 00:00:00
Maximum2021-08-11 00:00:00
2023-12-13T02:55:33.750185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:33.920486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

방사일자
Date

Distinct101
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
Minimum2021-04-07 00:00:00
Maximum2021-08-14 00:00:00
2023-12-13T02:55:34.070811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:34.237507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size4.2 KiB
Minimum2021-10-26 00:00:00
Maximum2021-10-26 00:00:00
2023-12-13T02:55:34.357091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:34.446093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T02:55:30.959368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:30.357794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:30.616841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:31.120917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:30.437194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:30.728360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:31.264404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:30.521197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:55:30.856717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:55:34.518670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번구조일구조장소나이성별체중특징처리일(수술일)
연번1.0000.9060.8020.3140.2220.4950.6320.914
구조일0.9061.0000.9060.6700.3920.5260.6371.000
구조장소0.8020.9061.0000.3120.0520.0650.3650.916
나이0.3140.6700.3121.0000.1790.2840.5970.778
성별0.2220.3920.0520.1791.0000.5400.4780.374
체중0.4950.5260.0650.2840.5401.0000.0000.524
특징0.6320.6370.3650.5970.4780.0001.0000.784
처리일(수술일)0.9141.0000.9160.7780.3740.5240.7841.000
2023-12-13T02:55:34.625125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구조장소특징성별
구조장소1.0000.1040.040
특징0.1041.0000.402
성별0.0400.4021.000
2023-12-13T02:55:34.715343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번나이체중구조장소성별특징
연번1.0000.041-0.0350.3860.1690.281
나이0.0411.0000.2940.1380.1910.292
체중-0.0350.2941.0000.0220.4140.000
구조장소0.3860.1380.0221.0000.0400.104
성별0.1690.1910.4140.0401.0000.402
특징0.2810.2920.0000.1040.4021.000

Missing values

2023-12-13T02:55:31.401164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:55:31.583754image/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

연번구조일구조장소축종품종나이성별체중특징건강상태처리일(수술일)방사일자기준일자
012021-04-07수양동고양이미상1암5.0갈색양호2021-04-072021-04-102021-10-26
122021-04-07상문동고양이미상1암6.0검정/흰색양호2021-04-072021-04-102021-10-26
232021-04-09수양동고양이미상1암4.0검정/흰색양호2021-04-092021-04-122021-10-26
342021-04-09수양동고양이미상1암3.0노랑/흰색양호2021-04-092021-04-122021-10-26
452021-04-09수양동고양이미상1암5.0노랑/흰색양호2021-04-092021-04-122021-10-26
562021-04-12수양동고양이미상3수6.0검정/흰색양호2021-04-122021-04-142021-10-26
672021-04-12연초면고양이미상1수4.0노랑/흰색양호2021-04-122021-04-142021-10-26
782021-04-12연초면고양이미상1수5.0검정/흰색양호2021-04-122021-04-142021-10-26
892021-04-12연초면고양이미상5수6.0노랑/흰색양호2021-04-122021-04-142021-10-26
9102021-04-12연초면고양이미상1수4.0노랑/흰색양호2021-04-122021-04-142021-10-26
연번구조일구조장소축종품종나이성별체중특징건강상태처리일(수술일)방사일자기준일자
5105112021-07-03장목면고양이미상2암3.3고등어양호2021-07-032021-08-022021-10-26
5115122021-07-03장목면고양이미상2암3.0검정양호2021-07-032021-08-022021-10-26
5125132021-08-01장목면고양이미상2수4.5고등어양호2021-08-022021-08-022021-10-26
5135142021-08-03하청면고양이미상2수4.5노랑/흰색양호2021-08-032021-08-042021-10-26
5145152021-08-03일운면고양이미상3수5.0검정/흰색양호2021-08-032021-08-042021-10-26
5155162021-08-09능포동고양이미상2암4.0치즈양호2021-08-092021-08-122021-10-26
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