Overview

Dataset statistics

Number of variables16
Number of observations885
Missing cells6
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory113.3 KiB
Average record size in memory131.1 B

Variable types

Numeric3
Text4
Categorical7
DateTime2

Dataset

Description충북 음성군 유기동물정보에 관한 정보입니다. 유기동물 공고번호, 공고기간, 보호장소, 동물보호센터명, 접수 일시 등을 나타내는 데이터입니다.
URLhttps://www.data.go.kr/data/15105277/fileData.do

Alerts

업무진행 has constant value ""Constant
데이터기준일자 has constant value ""Constant
품종 is highly overall correlated with 축종High correlation
축종 is highly overall correlated with 체중 and 1 other fieldsHigh correlation
보호장소 is highly overall correlated with 일련번호 and 1 other fieldsHigh correlation
동물보호센터 is highly overall correlated with 일련번호 and 1 other fieldsHigh correlation
일련번호 is highly overall correlated with 나이 and 2 other fieldsHigh correlation
체중 is highly overall correlated with 나이 and 1 other fieldsHigh correlation
나이 is highly overall correlated with 일련번호 and 1 other fieldsHigh correlation
축종 is highly imbalanced (60.4%)Imbalance
품종 is highly imbalanced (65.1%)Imbalance
중성화 is highly imbalanced (76.8%)Imbalance
일련번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 13:37:35.726266
Analysis finished2023-12-12 13:37:37.896525
Duration2.17 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

일련번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct885
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean443
Minimum1
Maximum885
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.9 KiB
2023-12-12T22:37:37.976573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile45.2
Q1222
median443
Q3664
95-th percentile840.8
Maximum885
Range884
Interquartile range (IQR)442

Descriptive statistics

Standard deviation255.62179
Coefficient of variation (CV)0.57702436
Kurtosis-1.2
Mean443
Median Absolute Deviation (MAD)221
Skewness0
Sum392055
Variance65342.5
MonotonicityStrictly increasing
2023-12-12T22:37:38.140581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
596 1
 
0.1%
585 1
 
0.1%
586 1
 
0.1%
587 1
 
0.1%
588 1
 
0.1%
589 1
 
0.1%
590 1
 
0.1%
591 1
 
0.1%
592 1
 
0.1%
Other values (875) 875
98.9%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
885 1
0.1%
884 1
0.1%
883 1
0.1%
882 1
0.1%
881 1
0.1%
880 1
0.1%
879 1
0.1%
878 1
0.1%
877 1
0.1%
876 1
0.1%

공고 번호
Text

Distinct882
Distinct (%)100.0%
Missing3
Missing (%)0.3%
Memory size7.0 KiB
2023-12-12T22:37:38.341259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length16
Mean length16
Min length16

Characters and Unicode

Total characters14112
Distinct characters15
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique882 ?
Unique (%)100.0%

Sample

1st row충북-음성-2021-00001
2nd row충북-음성-2021-00002
3rd row충북-음성-2021-00003
4th row충북-음성-2021-00004
5th row충북-음성-2021-00005
ValueCountFrequency (%)
충북-음성-2021-00012 1
 
0.1%
충북-음성-2022-00266 1
 
0.1%
충북-음성-2022-00279 1
 
0.1%
충북-음성-2022-00256 1
 
0.1%
충북-음성-2022-00257 1
 
0.1%
충북-음성-2022-00258 1
 
0.1%
충북-음성-2022-00259 1
 
0.1%
충북-음성-2022-00260 1
 
0.1%
충북-음성-2022-00261 1
 
0.1%
충북-음성-2022-00262 1
 
0.1%
Other values (872) 872
98.9%
2023-12-12T22:37:38.658401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 3135
22.2%
- 2646
18.8%
2 2507
17.8%
충 882
 
6.2%
북 882
 
6.2%
음 882
 
6.2%
성 882
 
6.2%
1 818
 
5.8%
3 463
 
3.3%
4 175
 
1.2%
Other values (5) 840
 
6.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 7938
56.2%
Other Letter 3528
25.0%
Dash Punctuation 2646
 
18.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 3135
39.5%
2 2507
31.6%
1 818
 
10.3%
3 463
 
5.8%
4 175
 
2.2%
5 169
 
2.1%
7 168
 
2.1%
8 168
 
2.1%
9 168
 
2.1%
6 167
 
2.1%
Other Letter
ValueCountFrequency (%)
충 882
25.0%
북 882
25.0%
음 882
25.0%
성 882
25.0%
Dash Punctuation
ValueCountFrequency (%)
- 2646
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10584
75.0%
Hangul 3528
 
25.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 3135
29.6%
- 2646
25.0%
2 2507
23.7%
1 818
 
7.7%
3 463
 
4.4%
4 175
 
1.7%
5 169
 
1.6%
7 168
 
1.6%
8 168
 
1.6%
9 168
 
1.6%
Hangul
ValueCountFrequency (%)
충 882
25.0%
북 882
25.0%
음 882
25.0%
성 882
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10584
75.0%
Hangul 3528
 
25.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 3135
29.6%
- 2646
25.0%
2 2507
23.7%
1 818
 
7.7%
3 463
 
4.4%
4 175
 
1.7%
5 169
 
1.6%
7 168
 
1.6%
8 168
 
1.6%
9 168
 
1.6%
Hangul
ValueCountFrequency (%)
충 882
25.0%
북 882
25.0%
음 882
25.0%
성 882
25.0%

공고 기간
Text

Distinct184
Distinct (%)20.9%
Missing3
Missing (%)0.3%
Memory size7.0 KiB
2023-12-12T22:37:38.881456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length21
Mean length21
Min length21

Characters and Unicode

Total characters18522
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique48 ?
Unique (%)5.4%

Sample

1st row2021-01-17~2021-01-25
2nd row2021-01-17~2021-01-25
3rd row2021-01-17~2021-01-25
4th row2021-01-17~2021-01-25
5th row2021-01-17~2021-01-25
ValueCountFrequency (%)
2022-01-12~2022-01-20 28
 
3.2%
2023-01-30~2023-02-09 25
 
2.8%
2021-09-14~2021-09-23 21
 
2.4%
2023-06-13~2023-06-23 19
 
2.2%
2022-02-22~2022-03-02 18
 
2.0%
2021-05-04~2021-05-12 18
 
2.0%
2021-08-05~2021-08-13 18
 
2.0%
2022-03-30~2022-04-07 18
 
2.0%
2022-12-13~2022-12-20 16
 
1.8%
2021-01-17~2021-01-25 15
 
1.7%
Other values (174) 686
77.8%
2023-12-12T22:37:39.218692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 5255
28.4%
0 4057
21.9%
- 3528
19.0%
1 1955
 
10.6%
3 991
 
5.4%
~ 882
 
4.8%
5 418
 
2.3%
6 340
 
1.8%
7 299
 
1.6%
8 282
 
1.5%
Other values (2) 515
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 14112
76.2%
Dash Punctuation 3528
 
19.0%
Math Symbol 882
 
4.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 5255
37.2%
0 4057
28.7%
1 1955
 
13.9%
3 991
 
7.0%
5 418
 
3.0%
6 340
 
2.4%
7 299
 
2.1%
8 282
 
2.0%
4 269
 
1.9%
9 246
 
1.7%
Dash Punctuation
ValueCountFrequency (%)
- 3528
100.0%
Math Symbol
ValueCountFrequency (%)
~ 882
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 18522
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 5255
28.4%
0 4057
21.9%
- 3528
19.0%
1 1955
 
10.6%
3 991
 
5.4%
~ 882
 
4.8%
5 418
 
2.3%
6 340
 
1.8%
7 299
 
1.6%
8 282
 
1.5%
Other values (2) 515
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 18522
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 5255
28.4%
0 4057
21.9%
- 3528
19.0%
1 1955
 
10.6%
3 991
 
5.4%
~ 882
 
4.8%
5 418
 
2.3%
6 340
 
1.8%
7 299
 
1.6%
8 282
 
1.5%
Other values (2) 515
 
2.8%

보호장소
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
충청북도 음성군 금왕읍 대금로 1498
454 
충청북도 음성군 금왕읍 음성로 1203
431 

Length

Max length22
Median length21
Mean length21.487006
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row충청북도 음성군 금왕읍 음성로 1203
2nd row충청북도 음성군 금왕읍 음성로 1203
3rd row충청북도 음성군 금왕읍 음성로 1203
4th row충청북도 음성군 금왕읍 음성로 1203
5th row충청북도 음성군 금왕읍 음성로 1203

Common Values

ValueCountFrequency (%)
충청북도 음성군 금왕읍 대금로 1498 454
51.3%
충청북도 음성군 금왕읍 음성로 1203 431
48.7%

Length

2023-12-12T22:37:39.379406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T22:37:39.499068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
충청북도 885
20.0%
음성군 885
20.0%
금왕읍 885
20.0%
대금로 454
10.3%
1498 454
10.3%
음성로 431
9.7%
1203 431
9.7%

동물보호센터
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
금왕동물병원
454 
테오종합동물병원
431 

Length

Max length8
Median length6
Mean length6.9740113
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
금왕동물병원 454
51.3%
테오종합동물병원 431
48.7%

Length

2023-12-12T22:37:39.924163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T22:37:40.046684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
금왕동물병원 454
51.3%
테오종합동물병원 431
48.7%

접수 일시
Date

Distinct310
Distinct (%)35.0%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
Minimum2021-01-10 00:00:00
Maximum2023-06-30 00:00:00
2023-12-12T22:37:40.175623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:40.334420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

발생장소
Text

Distinct485
Distinct (%)54.8%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
2023-12-12T22:37:40.686471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length23
Mean length13.338983
Min length3

Characters and Unicode

Total characters11805
Distinct characters269
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

Unique350 ?
Unique (%)39.5%

Sample

1st row음성군 감곡면 왕장리 358
2nd row음성군 감곡면 왕장리 358
3rd row금왕읍 오선리 11
4th row맹동면 인곡1길 32
5th row생극면 생리 211
ValueCountFrequency (%)
음성군 174
 
6.1%
금왕읍 159
 
5.6%
감곡면 140
 
4.9%
대소면 119
 
4.2%
음성읍 109
 
3.8%
삼성면 93
 
3.3%
생극면 55
 
1.9%
맹동면 54
 
1.9%
원남면 34
 
1.2%
오향리 31
 
1.1%
Other values (734) 1883
66.0%
2023-12-12T22:37:41.172102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1973
 
16.7%
1 561
 
4.8%
면 523
 
4.4%
성 468
 
4.0%
- 344
 
2.9%
리 336
 
2.8%
2 336
 
2.8%
3 334
 
2.8%
음 308
 
2.6%
로 307
 
2.6%
Other values (259) 6315
53.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6812
57.7%
Decimal Number 2647
 
22.4%
Space Separator 1973
 
16.7%
Dash Punctuation 344
 
2.9%
Close Punctuation 11
 
0.1%
Open Punctuation 11
 
0.1%
Lowercase Letter 4
 
< 0.1%
Uppercase Letter 2
 
< 0.1%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
면 523
 
7.7%
성 468
 
6.9%
리 336
 
4.9%
음 308
 
4.5%
로 307
 
4.5%
금 288
 
4.2%
읍 277
 
4.1%
대 228
 
3.3%
소 222
 
3.3%
길 221
 
3.2%
Other values (240) 3634
53.3%
Decimal Number
ValueCountFrequency (%)
1 561
21.2%
2 336
12.7%
3 334
12.6%
4 249
9.4%
5 222
 
8.4%
6 197
 
7.4%
7 195
 
7.4%
8 192
 
7.3%
0 181
 
6.8%
9 180
 
6.8%
Lowercase Letter
ValueCountFrequency (%)
h 2
50.0%
s 2
50.0%
Uppercase Letter
ValueCountFrequency (%)
D 1
50.0%
C 1
50.0%
Space Separator
ValueCountFrequency (%)
1973
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 344
100.0%
Close Punctuation
ValueCountFrequency (%)
) 11
100.0%
Open Punctuation
ValueCountFrequency (%)
( 11
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6812
57.7%
Common 4987
42.2%
Latin 6
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
면 523
 
7.7%
성 468
 
6.9%
리 336
 
4.9%
음 308
 
4.5%
로 307
 
4.5%
금 288
 
4.2%
읍 277
 
4.1%
대 228
 
3.3%
소 222
 
3.3%
길 221
 
3.2%
Other values (240) 3634
53.3%
Common
ValueCountFrequency (%)
1973
39.6%
1 561
 
11.2%
- 344
 
6.9%
2 336
 
6.7%
3 334
 
6.7%
4 249
 
5.0%
5 222
 
4.5%
6 197
 
4.0%
7 195
 
3.9%
8 192
 
3.9%
Other values (5) 384
 
7.7%
Latin
ValueCountFrequency (%)
h 2
33.3%
s 2
33.3%
D 1
16.7%
C 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6812
57.7%
ASCII 4993
42.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1973
39.5%
1 561
 
11.2%
- 344
 
6.9%
2 336
 
6.7%
3 334
 
6.7%
4 249
 
5.0%
5 222
 
4.4%
6 197
 
3.9%
7 195
 
3.9%
8 192
 
3.8%
Other values (9) 390
 
7.8%
Hangul
ValueCountFrequency (%)
면 523
 
7.7%
성 468
 
6.9%
리 336
 
4.9%
음 308
 
4.5%
로 307
 
4.5%
금 288
 
4.2%
읍 277
 
4.1%
대 228
 
3.3%
소 222
 
3.3%
길 221
 
3.2%
Other values (240) 3634
53.3%

축종
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
개
752 
고양이
131 
기타
 
2

Length

Max length3
Median length1
Mean length1.2983051
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
개 752
85.0%
고양이 131
 
14.8%
기타 2
 
0.2%

Length

2023-12-12T22:37:41.334839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T22:37:41.492722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개 752
85.0%
고양이 131
 
14.8%
기타 2
 
0.2%

품종
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct35
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
믹스견
639 
한국 고양이
107 
믹스묘
 
23
푸들
 
16
진도견
 
15
Other values (30)
85 

Length

Max length12
Median length3
Mean length3.5661017
Min length2

Unique

Unique15 ?
Unique (%)1.7%

Sample

1st row믹스견
2nd row믹스견
3rd row보더 콜리
4th row한국 고양이
5th row믹스견

Common Values

ValueCountFrequency (%)
믹스견 639
72.2%
한국 고양이 107
 
12.1%
믹스묘 23
 
2.6%
푸들 16
 
1.8%
진도견 15
 
1.7%
말티즈 13
 
1.5%
라브라도 리트리버 8
 
0.9%
스피츠 8
 
0.9%
포메라니안 7
 
0.8%
시베리안 허스키 5
 
0.6%
Other values (25) 44
 
5.0%

Length

2023-12-12T22:37:41.612605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
믹스견 639
61.8%
고양이 107
 
10.3%
한국 107
 
10.3%
믹스묘 23
 
2.2%
푸들 16
 
1.5%
진도견 15
 
1.5%
말티즈 13
 
1.3%
리트리버 12
 
1.2%
라브라도 8
 
0.8%
스피츠 8
 
0.8%
Other values (38) 86
 
8.3%

색상
Text

Distinct95
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
2023-12-12T22:37:41.871931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length2
Mean length3.0384181
Min length2

Characters and Unicode

Total characters2689
Distinct characters79
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

Unique47 ?
Unique (%)5.3%

Sample

1st row갈색
2nd row갈색
3rd row검정&흰색
4th row고등어
5th row흰색
ValueCountFrequency (%)
흰색 285
28.6%
갈색 151
15.1%
황색 72
 
7.2%
검정색 54
 
5.4%
검정 48
 
4.8%
흰색&갈색 41
 
4.1%
및 31
 
3.1%
검은색 23
 
2.3%
노랑 18
 
1.8%
회색 14
 
1.4%
Other values (76) 261
26.2%
2023-12-12T22:37:42.266304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
색 872
32.4%
흰 407
15.1%
갈 239
 
8.9%
검 215
 
8.0%
정 165
 
6.1%
113
 
4.2%
& 108
 
4.0%
황 88
 
3.3%
노 35
 
1.3%
및 31
 
1.2%
Other values (69) 416
15.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2416
89.8%
Other Punctuation 141
 
5.2%
Space Separator 113
 
4.2%
Close Punctuation 9
 
0.3%
Open Punctuation 9
 
0.3%
Decimal Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
색 872
36.1%
흰 407
16.8%
갈 239
 
9.9%
검 215
 
8.9%
정 165
 
6.8%
황 88
 
3.6%
노 35
 
1.4%
및 31
 
1.3%
은 27
 
1.1%
랑 25
 
1.0%
Other values (62) 312
 
12.9%
Other Punctuation
ValueCountFrequency (%)
& 108
76.6%
/ 21
 
14.9%
, 12
 
8.5%
Space Separator
ValueCountFrequency (%)
113
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2416
89.8%
Common 273
 
10.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
색 872
36.1%
흰 407
16.8%
갈 239
 
9.9%
검 215
 
8.9%
정 165
 
6.8%
황 88
 
3.6%
노 35
 
1.4%
및 31
 
1.3%
은 27
 
1.1%
랑 25
 
1.0%
Other values (62) 312
 
12.9%
Common
ValueCountFrequency (%)
113
41.4%
& 108
39.6%
/ 21
 
7.7%
, 12
 
4.4%
) 9
 
3.3%
( 9
 
3.3%
1 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2416
89.8%
ASCII 273
 
10.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
색 872
36.1%
흰 407
16.8%
갈 239
 
9.9%
검 215
 
8.9%
정 165
 
6.8%
황 88
 
3.6%
노 35
 
1.4%
및 31
 
1.3%
은 27
 
1.1%
랑 25
 
1.0%
Other values (62) 312
 
12.9%
ASCII
ValueCountFrequency (%)
113
41.4%
& 108
39.6%
/ 21
 
7.7%
, 12
 
4.4%
) 9
 
3.3%
( 9
 
3.3%
1 1
 
0.4%

성별
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
수컷
352 
암컷
331 
미상
202 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수컷 352
39.8%
암컷 331
37.4%
미상 202
22.8%

Length

2023-12-12T22:37:42.386279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T22:37:42.486975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수컷 352
39.8%
암컷 331
37.4%
미상 202
22.8%

체중
Real number (ℝ)

HIGH CORRELATION 

Distinct47
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.4200339
Minimum0.1
Maximum90
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.9 KiB
2023-12-12T22:37:42.605796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.1
5-th percentile0.3
Q12
median5
Q310
95-th percentile23.8
Maximum90
Range89.9
Interquartile range (IQR)8

Descriptive statistics

Standard deviation7.8788052
Coefficient of variation (CV)1.0618287
Kurtosis14.562547
Mean7.4200339
Median Absolute Deviation (MAD)4
Skewness2.5171626
Sum6566.73
Variance62.075572
MonotonicityNot monotonic
2023-12-12T22:37:42.740328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
1.0 128
14.5%
4.0 82
 
9.3%
5.0 76
 
8.6%
3.0 67
 
7.6%
6.0 62
 
7.0%
8.0 55
 
6.2%
7.0 41
 
4.6%
2.0 38
 
4.3%
10.0 30
 
3.4%
0.2 29
 
3.3%
Other values (37) 277
31.3%
ValueCountFrequency (%)
0.1 7
 
0.8%
0.16 1
 
0.1%
0.18 1
 
0.1%
0.2 29
3.3%
0.23 1
 
0.1%
0.3 10
 
1.1%
0.4 2
 
0.2%
0.5 24
2.7%
0.6 7
 
0.8%
0.7 1
 
0.1%
ValueCountFrequency (%)
90.0 1
 
0.1%
40.0 3
 
0.3%
38.0 1
 
0.1%
36.0 1
 
0.1%
35.0 1
 
0.1%
30.0 4
 
0.5%
28.0 2
 
0.2%
27.0 4
 
0.5%
25.0 24
2.7%
24.0 4
 
0.5%

나이
Real number (ℝ)

HIGH CORRELATION 

Distinct13
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.3435
Minimum2008
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.9 KiB
2023-12-12T22:37:42.846502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2008
5-th percentile2016
Q12019
median2021
Q32022
95-th percentile2023
Maximum2023
Range15
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.1889209
Coefficient of variation (CV)0.00108344
Kurtosis1.5246849
Mean2020.3435
Median Absolute Deviation (MAD)1
Skewness-0.99484126
Sum1788004
Variance4.7913746
MonotonicityNot monotonic
2023-12-12T22:37:42.965817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
2020 166
18.8%
2022 156
17.6%
2023 155
17.5%
2021 153
17.3%
2019 79
8.9%
2018 77
8.7%
2017 50
 
5.6%
2016 29
 
3.3%
2014 7
 
0.8%
2015 7
 
0.8%
Other values (3) 6
 
0.7%
ValueCountFrequency (%)
2008 1
 
0.1%
2010 1
 
0.1%
2013 4
 
0.5%
2014 7
 
0.8%
2015 7
 
0.8%
2016 29
 
3.3%
2017 50
 
5.6%
2018 77
8.7%
2019 79
8.9%
2020 166
18.8%
ValueCountFrequency (%)
2023 155
17.5%
2022 156
17.6%
2021 153
17.3%
2020 166
18.8%
2019 79
8.9%
2018 77
8.7%
2017 50
 
5.6%
2016 29
 
3.3%
2015 7
 
0.8%
2014 7
 
0.8%

업무진행
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
종료
885 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
종료 885
100.0%

Length

2023-12-12T22:37:43.096653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T22:37:43.181617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
종료 885
100.0%

중성화
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
아니오
819 
<NA>
 
49
예
 
9
미상
 
8

Length

Max length4
Median length3
Mean length3.0259887
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row아니오
2nd row아니오
3rd row아니오
4th row<NA>
5th row아니오

Common Values

ValueCountFrequency (%)
아니오 819
92.5%
<NA> 49
 
5.5%
예 9
 
1.0%
미상 8
 
0.9%

Length

2023-12-12T22:37:43.268075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T22:37:43.381704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
아니오 819
92.5%
na 49
 
5.5%
예 9
 
1.0%
미상 8
 
0.9%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
Minimum2023-08-14 00:00:00
Maximum2023-08-14 00:00:00
2023-12-12T22:37:43.478336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:43.572200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T22:37:37.090315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:36.606316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:36.852323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:37.180894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:36.682118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:36.929019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:37.265741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:36.766578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:37:37.008365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T22:37:43.658122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일련번호보호장소동물보호센터축종품종색상성별체중나이중성화
일련번호1.0000.9990.9990.3730.4060.7590.4730.1820.4230.150
보호장소0.9991.0001.0000.1070.2500.7630.0580.2010.6240.031
동물보호센터0.9991.0001.0000.1070.2500.7630.0580.2010.6240.031
축종0.3730.1070.1071.0001.0000.9330.7130.8360.3260.000
품종0.4060.2500.2501.0001.0000.9320.5890.6690.6210.760
색상0.7590.7630.7630.9330.9321.0000.5610.7520.2330.000
성별0.4730.0580.0580.7130.5890.5611.0000.4350.4570.239
체중0.1820.2010.2010.8360.6690.7520.4351.0000.3680.000
나이0.4230.6240.6240.3260.6210.2330.4570.3681.0000.225
중성화0.1500.0310.0310.0000.7600.0000.2390.0000.2251.000
2023-12-12T22:37:43.779902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
품종중성화축종보호장소성별동물보호센터
품종1.0000.4900.9820.1950.3580.195
중성화0.4901.0000.0000.0520.0770.052
축종0.9820.0001.0000.1760.3690.176
보호장소0.1950.0520.1761.0000.0960.998
성별0.3580.0770.3690.0961.0000.096
동물보호센터0.1950.0520.1760.9980.0961.000
2023-12-12T22:37:43.880335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일련번호체중나이보호장소동물보호센터축종품종성별중성화
일련번호1.000-0.2150.5130.9700.9700.2410.1520.3220.089
체중-0.2151.000-0.6780.1440.1440.5240.3810.2000.000
나이0.513-0.6781.0000.4710.4710.2160.3640.3260.145
보호장소0.9700.1440.4711.0000.9980.1760.1950.0960.052
동물보호센터0.9700.1440.4710.9981.0000.1760.1950.0960.052
축종0.2410.5240.2160.1760.1761.0000.9820.3690.000
품종0.1520.3810.3640.1950.1950.9821.0000.3580.490
성별0.3220.2000.3260.0960.0960.3690.3581.0000.077
중성화0.0890.0000.1450.0520.0520.0000.4900.0771.000

Missing values

2023-12-12T22:37:37.431039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T22:37:37.652159image/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.
2023-12-12T22:37:37.834503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

일련번호공고 번호공고 기간보호장소동물보호센터접수 일시발생장소축종품종색상성별체중나이업무진행중성화데이터기준일자
01충북-음성-2021-000012021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-10음성군 감곡면 왕장리 358개믹스견갈색수컷12.02020종료아니오2023-08-14
12충북-음성-2021-000022021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-10음성군 감곡면 왕장리 358개믹스견갈색암컷12.02020종료아니오2023-08-14
23충북-음성-2021-000032021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-11금왕읍 오선리 11개보더 콜리검정&흰색암컷16.02018종료아니오2023-08-14
34충북-음성-2021-000042021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-13맹동면 인곡1길 32고양이한국 고양이고등어미상6.02019종료<NA>2023-08-14
45충북-음성-2021-000052021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-16생극면 생리 211개믹스견흰색암컷5.02020종료아니오2023-08-14
56충북-음성-2021-000062021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-16생극면 생리 211개믹스견흰색암컷5.02020종료아니오2023-08-14
67충북-음성-2021-000072021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-16생극면 생리 211개믹스견흰색암컷5.02020종료아니오2023-08-14
78충북-음성-2021-000082021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-16생극면 생리 211개믹스견흰색수컷5.02020종료아니오2023-08-14
89충북-음성-2021-000092021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-16생극면 생리 211개믹스견흰색수컷5.02020종료아니오2023-08-14
910충북-음성-2021-000102021-01-17~2021-01-25충청북도 음성군 금왕읍 음성로 1203테오종합동물병원2021-01-16생극면 생리 211개믹스견흰색수컷5.02020종료아니오2023-08-14
일련번호공고 번호공고 기간보호장소동물보호센터접수 일시발생장소축종품종색상성별체중나이업무진행중성화데이터기준일자
875876충북-음성-2023-002362023-06-21~2023-07-03충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-21감곡면 문촌리 706-4개믹스견황색,흰색암컷7.02020종료아니오2023-08-14
876877충북-음성-2023-002372023-06-23~2023-07-03충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-23감곡면 대학길 79-12개믹스견흰검수컷7.02018종료아니오2023-08-14
877878충북-음성-2023-002382023-06-23~2023-07-03충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-23금왕읍 유촌리 티에스가설고양이한국 고양이노랑미상0.42023종료아니오2023-08-14
878879충북-음성-2023-002392023-06-23~2023-07-03충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-23대소면 대물1길 10고양이믹스묘검정미상0.52023종료아니오2023-08-14
879880충북-음성-2023-002402023-06-23~2023-07-03충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-23대소면 대물1길 10고양이믹스묘흰검미상0.52023종료아니오2023-08-14
880881충북-음성-2023-002412023-06-23~2023-07-03충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-23대소면 대물1길 10고양이믹스묘흰검미상0.52023종료아니오2023-08-14
881882충북-음성-2023-002422023-06-30~2023-07-10충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-30금왕읍 백야리 22개믹스견황색,흰색수컷5.02021종료아니오2023-08-14
882883충북-음성-2023-002432023-06-30~2023-07-10충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-30생극면 중원대로 806 삼한휴게소개믹스견황색암컷15.02020종료아니오2023-08-14
883884충북-음성-2023-002442023-06-30~2023-07-10충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-30무극초등학교 운동장고양이믹스묘흰색,검은색미상0.52023종료아니오2023-08-14
884885충북-음성-2023-002452023-06-30~2023-07-10충청북도 음성군 금왕읍 대금로 1498금왕동물병원2023-06-30성본산업단지 지에스편의점 앞개믹스견흰색암컷15.02022종료아니오2023-08-14