Overview

Dataset statistics

Number of variables14
Number of observations105
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.8 KiB
Average record size in memory115.3 B

Variable types

Numeric2
DateTime3
Text2
Categorical6
Boolean1

Dataset

Description충청남도 서천군 길고양이 중성화 관리내역(2021.1.1.~2021.9.30.)
Author충청남도 서천군
URLhttps://www.data.go.kr/data/15094054/fileData.do

Alerts

축종 has constant value ""Constant
TNR has constant value ""Constant
품종 is highly overall correlated with 나이 and 1 other fieldsHigh correlation
TNR병원 is highly overall correlated with 관리번호 and 3 other fieldsHigh correlation
나이 is highly overall correlated with 품종 and 1 other fieldsHigh correlation
관리번호 is highly overall correlated with TNR병원High correlation
색상 is highly overall correlated with TNR병원High correlation
관리번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 05:28:06.087649
Analysis finished2023-12-12 05:28:07.956164
Duration1.87 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

관리번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct105
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.444582 × 1014
Minimum4.444582 × 1014
Maximum4.444582 × 1014
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-12T14:28:08.030789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4.444582 × 1014
5-th percentile4.444582 × 1014
Q14.444582 × 1014
median4.444582 × 1014
Q34.444582 × 1014
95-th percentile4.444582 × 1014
Maximum4.444582 × 1014
Range227
Interquartile range (IQR)114

Descriptive statistics

Standard deviation62.166778
Coefficient of variation (CV)1.3987092 × 10-13
Kurtosis-0.79095589
Mean4.444582 × 1014
Median Absolute Deviation (MAD)34
Skewness0.39714777
Sum4.6668111 × 1016
Variance3864.7083
MonotonicityStrictly decreasing
2023-12-12T14:28:08.183602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
444458202100325 1
 
1.0%
444458202100159 1
 
1.0%
444458202100161 1
 
1.0%
444458202100162 1
 
1.0%
444458202100163 1
 
1.0%
444458202100164 1
 
1.0%
444458202100165 1
 
1.0%
444458202100166 1
 
1.0%
444458202100168 1
 
1.0%
444458202100169 1
 
1.0%
Other values (95) 95
90.5%
ValueCountFrequency (%)
444458202100098 1
1.0%
444458202100100 1
1.0%
444458202100101 1
1.0%
444458202100102 1
1.0%
444458202100103 1
1.0%
444458202100105 1
1.0%
444458202100106 1
1.0%
444458202100107 1
1.0%
444458202100142 1
1.0%
444458202100143 1
1.0%
ValueCountFrequency (%)
444458202100325 1
1.0%
444458202100324 1
1.0%
444458202100323 1
1.0%
444458202100319 1
1.0%
444458202100316 1
1.0%
444458202100312 1
1.0%
444458202100311 1
1.0%
444458202100310 1
1.0%
444458202100309 1
1.0%
444458202100308 1
1.0%

포획일시
Date

Distinct83
Distinct (%)79.0%
Missing0
Missing (%)0.0%
Memory size972.0 B
Minimum2021-03-09 13:00:00
Maximum2021-09-28 13:00:00
2023-12-12T14:28:08.322313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:28:08.457706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

포획장소
Text

Distinct53
Distinct (%)50.5%
Missing0
Missing (%)0.0%
Memory size972.0 B
2023-12-12T14:28:08.685821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length34
Median length22
Mean length18.12381
Min length9

Characters and Unicode

Total characters1903
Distinct characters86
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)27.6%

Sample

1st row충남 서천군 기산면 충절로941번길 43-24
2nd row충남 서천군 기산면 충절로941번길 43-24
3rd row충남 서천군 기산면 충절로941번길 43-24
4th row서천군 장항읍 장서로 52번길 21
5th row서천군 장항읍 장서로 52번길21
ValueCountFrequency (%)
서천군 66
 
14.3%
충남 42
 
9.1%
서천읍 21
 
4.6%
장항읍 17
 
3.7%
마서면 12
 
2.6%
시초면 9
 
2.0%
시초동로 9
 
2.0%
110 9
 
2.0%
마산면 8
 
1.7%
관포길 8
 
1.7%
Other values (96) 259
56.3%
2023-12-12T14:28:09.082136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
356
18.7%
서 130
 
6.8%
천 101
 
5.3%
1 95
 
5.0%
길 90
 
4.7%
군 70
 
3.7%
로 67
 
3.5%
4 67
 
3.5%
면 66
 
3.5%
3 57
 
3.0%
Other values (76) 804
42.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1103
58.0%
Decimal Number 411
 
21.6%
Space Separator 356
 
18.7%
Dash Punctuation 25
 
1.3%
Close Punctuation 4
 
0.2%
Open Punctuation 4
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 130
 
11.8%
천 101
 
9.2%
길 90
 
8.2%
군 70
 
6.3%
로 67
 
6.1%
면 66
 
6.0%
번 56
 
5.1%
충 49
 
4.4%
남 45
 
4.1%
산 41
 
3.7%
Other values (62) 388
35.2%
Decimal Number
ValueCountFrequency (%)
1 95
23.1%
4 67
16.3%
3 57
13.9%
0 47
11.4%
2 32
 
7.8%
9 31
 
7.5%
5 29
 
7.1%
7 28
 
6.8%
6 13
 
3.2%
8 12
 
2.9%
Space Separator
ValueCountFrequency (%)
356
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 25
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1103
58.0%
Common 800
42.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 130
 
11.8%
천 101
 
9.2%
길 90
 
8.2%
군 70
 
6.3%
로 67
 
6.1%
면 66
 
6.0%
번 56
 
5.1%
충 49
 
4.4%
남 45
 
4.1%
산 41
 
3.7%
Other values (62) 388
35.2%
Common
ValueCountFrequency (%)
356
44.5%
1 95
 
11.9%
4 67
 
8.4%
3 57
 
7.1%
0 47
 
5.9%
2 32
 
4.0%
9 31
 
3.9%
5 29
 
3.6%
7 28
 
3.5%
- 25
 
3.1%
Other values (4) 33
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1103
58.0%
ASCII 800
42.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
356
44.5%
1 95
 
11.9%
4 67
 
8.4%
3 57
 
7.1%
0 47
 
5.9%
2 32
 
4.0%
9 31
 
3.9%
5 29
 
3.6%
7 28
 
3.5%
- 25
 
3.1%
Other values (4) 33
 
4.1%
Hangul
ValueCountFrequency (%)
서 130
 
11.8%
천 101
 
9.2%
길 90
 
8.2%
군 70
 
6.3%
로 67
 
6.1%
면 66
 
6.0%
번 56
 
5.1%
충 49
 
4.4%
남 45
 
4.1%
산 41
 
3.7%
Other values (62) 388
35.2%

축종
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size972.0 B
길고양이
105 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
길고양이 105
100.0%

Length

2023-12-12T14:28:09.227022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:28:09.334541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
길고양이 105
100.0%

품종
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size972.0 B
한국고양이
59 
한국산고양이
39 
한국산 고양이
7 

Length

Max length7
Median length5
Mean length5.5047619
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row한국고양이
2nd row한국고양이
3rd row한국고양이
4th row한국산고양이
5th row한국산고양이

Common Values

ValueCountFrequency (%)
한국고양이 59
56.2%
한국산고양이 39
37.1%
한국산 고양이 7
 
6.7%

Length

2023-12-12T14:28:09.452811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:28:09.575316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국고양이 59
52.7%
한국산고양이 39
34.8%
한국산 7
 
6.2%
고양이 7
 
6.2%

색상
Categorical

HIGH CORRELATION 

Distinct50
Distinct (%)47.6%
Missing0
Missing (%)0.0%
Memory size972.0 B
흰색
11 
검/흰
8 
황색
7 
황색&흰색
 
6
검정
 
5
Other values (45)
68 

Length

Max length9
Median length7
Mean length4.1142857
Min length1

Unique

Unique36 ?
Unique (%)34.3%

Sample

1st row옅은 갈검색
2nd row짙은 검회색
3rd row검회색
4th row검/흰
5th row검정

Common Values

ValueCountFrequency (%)
흰색 11
 
10.5%
검/흰 8
 
7.6%
황색 7
 
6.7%
황색&흰색 6
 
5.7%
검정 5
 
4.8%
검정/흰색 5
 
4.8%
황/흰 5
 
4.8%
검은색,흰색 4
 
3.8%
흰색&황색 4
 
3.8%
검/갈 4
 
3.8%
Other values (40) 46
43.8%

Length

2023-12-12T14:28:09.734484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
흰색 13
 
11.8%
검/흰 8
 
7.3%
황색 7
 
6.4%
황색&흰색 6
 
5.5%
검정 5
 
4.5%
검정/흰색 5
 
4.5%
황/흰 5
 
4.5%
검은색 5
 
4.5%
검은색,흰색 4
 
3.6%
흰색&황색 4
 
3.6%
Other values (39) 48
43.6%

성별
Categorical

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size972.0 B
암컷
67 
수컷
38 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row암컷
2nd row암컷
3rd row암컷
4th row수컷
5th row암컷

Common Values

ValueCountFrequency (%)
암컷 67
63.8%
수컷 38
36.2%

Length

2023-12-12T14:28:09.916368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:28:10.097291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
암컷 67
63.8%
수컷 38
36.2%

체중
Real number (ℝ)

Distinct47
Distinct (%)44.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6658095
Minimum2.04
Maximum6.23
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-12T14:28:10.293817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.04
5-th percentile2.512
Q13.3
median3.6
Q34
95-th percentile4.77
Maximum6.23
Range4.19
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.67870179
Coefficient of variation (CV)0.18514377
Kurtosis2.9169327
Mean3.6658095
Median Absolute Deviation (MAD)0.4
Skewness0.67278495
Sum384.91
Variance0.46063612
MonotonicityNot monotonic
2023-12-12T14:28:10.813813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
4.0 10
 
9.5%
3.5 8
 
7.6%
3.8 7
 
6.7%
3.2 6
 
5.7%
3.0 6
 
5.7%
3.4 5
 
4.8%
3.6 4
 
3.8%
4.2 4
 
3.8%
3.42 3
 
2.9%
3.7 3
 
2.9%
Other values (37) 49
46.7%
ValueCountFrequency (%)
2.04 1
 
1.0%
2.09 1
 
1.0%
2.12 1
 
1.0%
2.13 1
 
1.0%
2.34 1
 
1.0%
2.43 1
 
1.0%
2.84 1
 
1.0%
3.0 6
5.7%
3.04 1
 
1.0%
3.1 1
 
1.0%
ValueCountFrequency (%)
6.23 1
 
1.0%
6.0 1
 
1.0%
5.4 1
 
1.0%
5.0 2
1.9%
4.83 1
 
1.0%
4.53 1
 
1.0%
4.5 1
 
1.0%
4.35 3
2.9%
4.25 1
 
1.0%
4.23 3
2.9%

나이
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Memory size972.0 B
2세추정
31 
3살추정
23 
2살추정
17 
4살추정
13 
1세추정
10 
Other values (4)
11 

Length

Max length5
Median length4
Mean length3.9238095
Min length1

Unique

Unique2 ?
Unique (%)1.9%

Sample

1st row3살추정
2nd row2살추정
3rd row3살추정
4th row2세추정
5th row1세추정

Common Values

ValueCountFrequency (%)
2세추정 31
29.5%
3살추정 23
21.9%
2살추정 17
16.2%
4살추정 13
12.4%
1세추정 10
 
9.5%
3세추정 6
 
5.7%
3 3
 
2.9%
4세추정 1
 
1.0%
2세 추정 1
 
1.0%

Length

2023-12-12T14:28:10.986753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:28:11.145482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2세추정 31
29.2%
3살추정 23
21.7%
2살추정 17
16.0%
4살추정 13
12.3%
1세추정 10
 
9.4%
3세추정 6
 
5.7%
3 3
 
2.8%
4세추정 1
 
0.9%
2세 1
 
0.9%
추정 1
 
0.9%

TNR
Boolean

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size237.0 B
True
105 
ValueCountFrequency (%)
True 105
100.0%
2023-12-12T14:28:11.275377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

TNR병원
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size972.0 B
서해동물병원
56 
장동호 동물병원
49 

Length

Max length8
Median length6
Mean length6.9333333
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서해동물병원
2nd row서해동물병원
3rd row서해동물병원
4th row장동호 동물병원
5th row장동호 동물병원

Common Values

ValueCountFrequency (%)
서해동물병원 56
53.3%
장동호 동물병원 49
46.7%

Length

2023-12-12T14:28:11.408903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:28:11.532494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서해동물병원 56
36.4%
장동호 49
31.8%
동물병원 49
31.8%

TNR일시
Date

Distinct87
Distinct (%)82.9%
Missing0
Missing (%)0.0%
Memory size972.0 B
Minimum2021-03-10 14:00:00
Maximum2021-09-28 17:00:00
2023-12-12T14:28:11.672441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:28:11.824484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

방사일시
Date

Distinct81
Distinct (%)77.1%
Missing0
Missing (%)0.0%
Memory size972.0 B
Minimum2021-03-13 15:00:00
Maximum2021-10-01 16:00:00
2023-12-12T14:28:11.994576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:28:12.141891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

방사장소
Text

Distinct52
Distinct (%)49.5%
Missing0
Missing (%)0.0%
Memory size972.0 B
2023-12-12T14:28:12.486108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length34
Median length22
Mean length18.133333
Min length9

Characters and Unicode

Total characters1904
Distinct characters81
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)26.7%

Sample

1st row충남 서천군 기산면 충절로941번길 43-24
2nd row충남 서천군 기산면 충절로941번길 43-24
3rd row충남 서천군 기산면 충절로941번길 43-24
4th row서천군 장항읍 장서로 52번길 21
5th row서천군 장항읍 장서로 52번길21
ValueCountFrequency (%)
서천군 67
 
14.5%
충남 42
 
9.1%
서천읍 21
 
4.6%
장항읍 17
 
3.7%
마서면 12
 
2.6%
시초면 9
 
2.0%
시초동로 9
 
2.0%
110 9
 
2.0%
마산면 8
 
1.7%
149 8
 
1.7%
Other values (93) 259
56.2%
2023-12-12T14:28:12.938065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
357
18.8%
서 130
 
6.8%
천 101
 
5.3%
1 95
 
5.0%
길 91
 
4.8%
군 71
 
3.7%
로 67
 
3.5%
4 66
 
3.5%
면 66
 
3.5%
번 56
 
2.9%
Other values (71) 804
42.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1104
58.0%
Decimal Number 410
 
21.5%
Space Separator 357
 
18.8%
Dash Punctuation 25
 
1.3%
Close Punctuation 4
 
0.2%
Open Punctuation 4
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 130
 
11.8%
천 101
 
9.1%
길 91
 
8.2%
군 71
 
6.4%
로 67
 
6.1%
면 66
 
6.0%
번 56
 
5.1%
충 49
 
4.4%
남 45
 
4.1%
산 41
 
3.7%
Other values (57) 387
35.1%
Decimal Number
ValueCountFrequency (%)
1 95
23.2%
4 66
16.1%
3 56
13.7%
0 47
11.5%
9 31
 
7.6%
2 31
 
7.6%
5 30
 
7.3%
7 29
 
7.1%
6 13
 
3.2%
8 12
 
2.9%
Space Separator
ValueCountFrequency (%)
357
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 25
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1104
58.0%
Common 800
42.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 130
 
11.8%
천 101
 
9.1%
길 91
 
8.2%
군 71
 
6.4%
로 67
 
6.1%
면 66
 
6.0%
번 56
 
5.1%
충 49
 
4.4%
남 45
 
4.1%
산 41
 
3.7%
Other values (57) 387
35.1%
Common
ValueCountFrequency (%)
357
44.6%
1 95
 
11.9%
4 66
 
8.2%
3 56
 
7.0%
0 47
 
5.9%
9 31
 
3.9%
2 31
 
3.9%
5 30
 
3.8%
7 29
 
3.6%
- 25
 
3.1%
Other values (4) 33
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1104
58.0%
ASCII 800
42.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
357
44.6%
1 95
 
11.9%
4 66
 
8.2%
3 56
 
7.0%
0 47
 
5.9%
9 31
 
3.9%
2 31
 
3.9%
5 30
 
3.8%
7 29
 
3.6%
- 25
 
3.1%
Other values (4) 33
 
4.1%
Hangul
ValueCountFrequency (%)
서 130
 
11.8%
천 101
 
9.1%
길 91
 
8.2%
군 71
 
6.4%
로 67
 
6.1%
면 66
 
6.0%
번 56
 
5.1%
충 49
 
4.4%
남 45
 
4.1%
산 41
 
3.7%
Other values (57) 387
35.1%

Interactions

2023-12-12T14:28:07.442496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:28:07.270935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:28:07.521466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:28:07.353541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:28:13.054782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호포획일시포획장소품종색상성별체중나이TNR병원TNR일시방사일시방사장소
관리번호1.0000.9990.9720.6770.8030.1780.4880.7460.6090.9900.9980.974
포획일시0.9991.0000.9980.9230.7670.8020.9770.9720.9900.9960.9980.999
포획장소0.9720.9981.0000.9000.7560.5700.9090.9711.0000.9970.9981.000
품종0.6770.9230.9001.0000.7220.0920.4770.9070.6920.9580.9740.881
색상0.8030.7670.7560.7221.0000.4410.8970.8930.9500.0000.0000.796
성별0.1780.8020.5700.0920.4411.0000.4200.0000.0000.7450.9230.609
체중0.4880.9770.9090.4770.8970.4201.0000.6420.3790.5500.9560.899
나이0.7460.9720.9710.9070.8930.0000.6421.0001.0000.9670.9860.967
TNR병원0.6090.9901.0000.6920.9500.0000.3791.0001.0000.9620.9911.000
TNR일시0.9900.9960.9970.9580.0000.7450.5500.9670.9621.0000.9980.997
방사일시0.9980.9980.9980.9740.0000.9230.9560.9860.9910.9981.0000.998
방사장소0.9740.9991.0000.8810.7960.6090.8990.9671.0000.9970.9981.000
2023-12-12T14:28:13.222685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
품종TNR병원색상나이성별
품종1.0000.9380.3500.6280.151
TNR병원0.9381.0000.6150.9650.000
색상0.3500.6151.0000.4390.250
나이0.6280.9650.4391.0000.000
성별0.1510.0000.2500.0001.000
2023-12-12T14:28:13.369392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호체중품종색상성별나이TNR병원
관리번호1.0000.1050.3650.3270.1500.3310.598
체중0.1051.0000.3140.4070.3090.3560.278
품종0.3650.3141.0000.3500.1510.6280.938
색상0.3270.4070.3501.0000.2500.4390.615
성별0.1500.3090.1510.2501.0000.0000.000
나이0.3310.3560.6280.4390.0001.0000.965
TNR병원0.5980.2780.9380.6150.0000.9651.000

Missing values

2023-12-12T14:28:07.678260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:28:07.889534image/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

관리번호포획일시포획장소축종품종색상성별체중나이TNRTNR병원TNR일시방사일시방사장소
04444582021003252021-09-25 13:00:00충남 서천군 기산면 충절로941번길 43-24길고양이한국고양이옅은 갈검색암컷3.83살추정Y서해동물병원2021-09-26 09:00:002021-09-29 10:00:00충남 서천군 기산면 충절로941번길 43-24
14444582021003242021-09-25 13:00:00충남 서천군 기산면 충절로941번길 43-24길고양이한국고양이짙은 검회색암컷3.62살추정Y서해동물병원2021-09-26 09:00:002021-09-29 10:00:00충남 서천군 기산면 충절로941번길 43-24
24444582021003232021-09-25 13:00:00충남 서천군 기산면 충절로941번길 43-24길고양이한국고양이검회색암컷4.03살추정Y서해동물병원2021-09-26 09:00:002021-09-29 10:00:00충남 서천군 기산면 충절로941번길 43-24
34444582021003192021-09-28 13:00:00서천군 장항읍 장서로 52번길 21길고양이한국산고양이검/흰수컷4.122세추정Y장동호 동물병원2021-09-28 17:00:002021-09-29 17:00:00서천군 장항읍 장서로 52번길 21
44444582021003162021-09-28 13:00:00서천군 장항읍 장서로 52번길21길고양이한국산고양이검정암컷2.341세추정Y장동호 동물병원2021-09-28 16:00:002021-10-01 16:00:00서천군 장항읍 장서로 52번길21
54444582021003122021-09-24 15:00:00서천군 마서면 마서로 172-63길고양이한국산고양이검/갈암컷2.431세추정Y장동호 동물병원2021-09-24 15:00:002021-09-27 18:00:00서천군 마서면 마서로 172-63
64444582021003112021-09-24 13:00:00서천군 서천음 서문로 403번길 90길고양이한국산고양이흰색암컷3.242세추정Y장동호 동물병원2021-09-24 18:00:002021-09-27 18:00:00서천군 서천음 서문로 403번길 90
74444582021003102021-09-18 10:00:00서천군 장항읍 장항로 285길고양이한국산고양이검/갈암컷3.922세추정Y장동호 동물병원2021-09-18 14:00:002021-09-21 16:00:00서천군 장항읍 장항로 285
84444582021003092021-09-15 11:00:00서천군 서천읍 서천로 143번길 13길고양이한국산고양이검정/흰색수컷4.352세추정Y장동호 동물병원2021-09-15 16:00:002021-09-16 17:00:00서천군 서천읍 서천로 143번길 13
94444582021003082021-09-16 13:00:00서천군 마서면 장산로 855번길36길고양이한국산고양이황/흰수컷3.042세추정Y장동호 동물병원2021-09-16 18:00:002021-09-18 11:00:00서천군 마서면 장산로 855번길36
관리번호포획일시포획장소축종품종색상성별체중나이TNRTNR병원TNR일시방사일시방사장소
954444582021001432021-03-16 15:00:00충남 서천군 한산면 한마로134번길 17길고양이한국고양이흰색&검정색암컷3.03살추정Y서해동물병원2021-03-18 17:00:002021-03-21 18:00:00충남 서천군 한산면 한마로134번길 17
964444582021001422021-03-16 15:00:00충남 서천군 한산면 한마로134번길 17길고양이한국고양이황색암컷3.02살추정Y서해동물병원2021-03-18 17:00:002021-03-21 18:00:00충남 서천군 한산면 한마로134번길 17
974444582021001072021-04-21 13:00:00장항읍 장서로 52번길 21길고양이한국산 고양이검정/황암컷2.841세추정Y장동호 동물병원2021-04-22 13:00:002021-04-25 15:00:00장항읍 장서로 52번길 21
984444582021001062021-04-21 16:00:00종천면 산천길 41번길 7-1길고양이한국산고양이노랑/검정수컷4.832세추정Y장동호 동물병원2021-04-22 13:00:002021-04-23 15:00:00종천면 산천길 41번길 7-1
994444582021001052021-04-20 18:00:00종천면 산천길 41번길 7-1길고양이한국고양이노랑수컷3.41세추정Y장동호 동물병원2021-04-21 13:00:002021-04-22 22:00:00종천면 산천길 41번길 7-1
1004444582021001032021-04-19 17:00:00종천면 산천길 41번길 7-1길고양이한국산고양이검정/황/흰색수컷3.82세추정Y장동호 동물병원2021-04-20 13:00:002021-04-21 15:00:00종천면 산천길 41번길 7-1
1014444582021001022021-04-19 15:00:00서천읍 서천로 243길고양이한국산고양이흰색/황색수컷4.533세추정Y장동호 동물병원2021-04-20 13:00:002021-04-21 16:00:00서천군 서천읍 사곡로 75번길
1024444582021001012021-04-15 17:00:00서천읍 사곡로 75번길 6길고양이한국고양이검정/흰색암컷3.21세추정Y장동호 동물병원2021-04-16 11:00:002021-04-19 17:00:00서천읍 사곡로 75번길 6
1034444582021001002021-04-01 16:00:00비인면 갯벌체험로 492-10 주변길고양이한국산 고양이검정암컷3.642세추정Y장동호 동물병원2021-04-02 11:00:002021-04-05 15:00:00비인면 갯벌체험로 492-10 주변
1044444582021000982021-03-09 13:00:00서천군 서천읍 사곡로28번번길 신영아파트 인근길고양이한국고양이노랑, 흰색암컷3.03세추정Y장동호 동물병원2021-03-10 14:00:002021-03-13 15:00:00서천군 서천읍 사곡로28번길 주변