Overview

Dataset statistics

Number of variables14
Number of observations1168
Missing cells345
Missing cells (%)2.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory129.0 KiB
Average record size in memory113.1 B

Variable types

Text4
DateTime3
Categorical6
Numeric1

Dataset

Description창원시 TNR 관리 내역(2022.1.1 ~ 2022. 9. 26.) - 관리번호, 포획일시, 포획장소, 수술일시, 수술병원, 방사일 , 방사장소 등
Author경상남도 창원시
URLhttps://www.data.go.kr/data/15094001/fileData.do

Alerts

축종 has constant value ""Constant
TNR is highly overall correlated with 체중 and 4 other fieldsHigh correlation
TNR병원 is highly overall correlated with TNRHigh correlation
나이 is highly overall correlated with TNRHigh correlation
성별 is highly overall correlated with TNRHigh correlation
품종 is highly overall correlated with TNRHigh correlation
체중 is highly overall correlated with TNRHigh correlation
품종 is highly imbalanced (82.4%)Imbalance
나이 is highly imbalanced (51.3%)Imbalance
TNR is highly imbalanced (53.6%)Imbalance
TNR일시 has 115 (9.8%) missing valuesMissing
방사일시 has 115 (9.8%) missing valuesMissing
방사장소 has 115 (9.8%) missing valuesMissing
공고번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 08:15:26.737970
Analysis finished2023-12-12 08:15:28.431423
Duration1.69 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공고번호
Text

UNIQUE 

Distinct1168
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
2023-12-12T17:15:28.600936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length16
Mean length16.134418
Min length16

Characters and Unicode

Total characters18845
Distinct characters20
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

Unique1168 ?
Unique (%)100.0%

Sample

1st row경남-창원-2022-00324
2nd row경남-창원-2022-00323
3rd row경남-창원-2022-00322
4th row경남-창원-2022-00321
5th row경남-창원-2022-00320
ValueCountFrequency (%)
경남-창원-2022-00324 1
 
0.1%
경남-마산-2022-00255 1
 
0.1%
경남-마산-2022-00238 1
 
0.1%
경남-마산-2022-00239 1
 
0.1%
경남-마산-2022-00240 1
 
0.1%
경남-마산-2022-00241 1
 
0.1%
경남-마산-2022-00242 1
 
0.1%
경남-마산-2022-00243 1
 
0.1%
경남-마산-2022-00237 1
 
0.1%
경남-마산-2022-00244 1
 
0.1%
Other values (1158) 1158
99.1%
2023-12-12T17:15:29.056785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 4043
21.5%
2 3945
20.9%
- 3504
18.6%
경 1168
 
6.2%
남 1168
 
6.2%
산 697
 
3.7%
마 697
 
3.7%
1 495
 
2.6%
3 363
 
1.9%
4 335
 
1.8%
Other values (10) 2430
12.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 10512
55.8%
Other Letter 4829
25.6%
Dash Punctuation 3504
 
18.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 4043
38.5%
2 3945
37.5%
1 495
 
4.7%
3 363
 
3.5%
4 335
 
3.2%
5 327
 
3.1%
6 325
 
3.1%
7 227
 
2.2%
8 226
 
2.1%
9 226
 
2.1%
Other Letter
ValueCountFrequency (%)
경 1168
24.2%
남 1168
24.2%
산 697
14.4%
마 697
14.4%
원 324
 
6.7%
창 324
 
6.7%
시 157
 
3.3%
진 147
 
3.0%
해 147
 
3.0%
Dash Punctuation
ValueCountFrequency (%)
- 3504
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 14016
74.4%
Hangul 4829
 
25.6%

Most frequent character per script

Common
ValueCountFrequency (%)
0 4043
28.8%
2 3945
28.1%
- 3504
25.0%
1 495
 
3.5%
3 363
 
2.6%
4 335
 
2.4%
5 327
 
2.3%
6 325
 
2.3%
7 227
 
1.6%
8 226
 
1.6%
Hangul
ValueCountFrequency (%)
경 1168
24.2%
남 1168
24.2%
산 697
14.4%
마 697
14.4%
원 324
 
6.7%
창 324
 
6.7%
시 157
 
3.3%
진 147
 
3.0%
해 147
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 14016
74.4%
Hangul 4829
 
25.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 4043
28.8%
2 3945
28.1%
- 3504
25.0%
1 495
 
3.5%
3 363
 
2.6%
4 335
 
2.4%
5 327
 
2.3%
6 325
 
2.3%
7 227
 
1.6%
8 226
 
1.6%
Hangul
ValueCountFrequency (%)
경 1168
24.2%
남 1168
24.2%
산 697
14.4%
마 697
14.4%
원 324
 
6.7%
창 324
 
6.7%
시 157
 
3.3%
진 147
 
3.0%
해 147
 
3.0%

포획일시
Date

Distinct260
Distinct (%)22.3%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
Minimum2022-02-14 09:00:00
Maximum2022-07-05 00:00:00
2023-12-12T17:15:29.252460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:15:29.452392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

포획장소
Text

Distinct585
Distinct (%)50.1%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
2023-12-12T17:15:29.783130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length20
Mean length12.52226
Min length5

Characters and Unicode

Total characters14626
Distinct characters292
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

Unique337 ?
Unique (%)28.9%

Sample

1st row동정동 흥한웰가아파트 후문 부근
2nd row의안로 50번길 4-2
3rd row동정동 오성아파트 노인정 부근
4th row북면 월촌리 116
5th row북면 월촌리 116
ValueCountFrequency (%)
부근 450
 
11.8%
진동면 87
 
2.3%
현동 54
 
1.4%
구산면 48
 
1.3%
1길 42
 
1.1%
진전면 42
 
1.1%
2길 38
 
1.0%
북면 32
 
0.8%
내 28
 
0.7%
7길 23
 
0.6%
Other values (828) 2973
77.9%
2023-12-12T17:15:30.296211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2684
 
18.4%
1 775
 
5.3%
동 656
 
4.5%
길 548
 
3.7%
부 547
 
3.7%
근 520
 
3.6%
2 423
 
2.9%
로 386
 
2.6%
4 373
 
2.6%
3 370
 
2.5%
Other values (282) 7344
50.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8296
56.7%
Decimal Number 3311
 
22.6%
Space Separator 2684
 
18.4%
Dash Punctuation 303
 
2.1%
Uppercase Letter 21
 
0.1%
Lowercase Letter 8
 
0.1%
Other Punctuation 1
 
< 0.1%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 656
 
7.9%
길 548
 
6.6%
부 547
 
6.6%
근 520
 
6.3%
로 386
 
4.7%
면 221
 
2.7%
번 186
 
2.2%
진 186
 
2.2%
원 163
 
2.0%
아 136
 
1.6%
Other values (260) 4747
57.2%
Decimal Number
ValueCountFrequency (%)
1 775
23.4%
2 423
12.8%
4 373
11.3%
3 370
11.2%
0 272
 
8.2%
5 264
 
8.0%
6 238
 
7.2%
7 224
 
6.8%
8 203
 
6.1%
9 169
 
5.1%
Uppercase Letter
ValueCountFrequency (%)
C 9
42.9%
H 5
23.8%
L 5
23.8%
A 2
 
9.5%
Lowercase Letter
ValueCountFrequency (%)
h 3
37.5%
l 3
37.5%
a 2
25.0%
Space Separator
ValueCountFrequency (%)
2684
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 303
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8296
56.7%
Common 6301
43.1%
Latin 29
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 656
 
7.9%
길 548
 
6.6%
부 547
 
6.6%
근 520
 
6.3%
로 386
 
4.7%
면 221
 
2.7%
번 186
 
2.2%
진 186
 
2.2%
원 163
 
2.0%
아 136
 
1.6%
Other values (260) 4747
57.2%
Common
ValueCountFrequency (%)
2684
42.6%
1 775
 
12.3%
2 423
 
6.7%
4 373
 
5.9%
3 370
 
5.9%
- 303
 
4.8%
0 272
 
4.3%
5 264
 
4.2%
6 238
 
3.8%
7 224
 
3.6%
Other values (5) 375
 
6.0%
Latin
ValueCountFrequency (%)
C 9
31.0%
H 5
17.2%
L 5
17.2%
h 3
 
10.3%
l 3
 
10.3%
A 2
 
6.9%
a 2
 
6.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8296
56.7%
ASCII 6330
43.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2684
42.4%
1 775
 
12.2%
2 423
 
6.7%
4 373
 
5.9%
3 370
 
5.8%
- 303
 
4.8%
0 272
 
4.3%
5 264
 
4.2%
6 238
 
3.8%
7 224
 
3.5%
Other values (12) 404
 
6.4%
Hangul
ValueCountFrequency (%)
동 656
 
7.9%
길 548
 
6.6%
부 547
 
6.6%
근 520
 
6.3%
로 386
 
4.7%
면 221
 
2.7%
번 186
 
2.2%
진 186
 
2.2%
원 163
 
2.0%
아 136
 
1.6%
Other values (260) 4747
57.2%

축종
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
길고양이
1168 

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 1168
100.0%

Length

2023-12-12T17:15:30.514593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:15:30.639345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
길고양이 1168
100.0%

품종
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
한국고양이
1081 
믹스고양이
 
83
한국
 
2
러시안블루 믹스
 
1
러시안블루
 
1

Length

Max length8
Median length5
Mean length4.9974315
Min length2

Unique

Unique2 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
한국고양이 1081
92.6%
믹스고양이 83
 
7.1%
한국 2
 
0.2%
러시안블루 믹스 1
 
0.1%
러시안블루 1
 
0.1%

Length

2023-12-12T17:15:30.776405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:15:30.919894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국고양이 1081
92.5%
믹스고양이 83
 
7.1%
한국 2
 
0.2%
러시안블루 2
 
0.2%
믹스 1
 
0.1%

색상
Text

Distinct113
Distinct (%)9.7%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
2023-12-12T17:15:31.168886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length5
Mean length5.5556507
Min length2

Characters and Unicode

Total characters6489
Distinct characters29
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

Unique44 ?
Unique (%)3.8%

Sample

1st row흰색+회색+노랑
2nd row검정+흰색
3rd row흰색+검정+노랑
4th row노랑+흰색
5th row노랑+검정+흰색
ValueCountFrequency (%)
노랑+흰색 214
18.2%
검정+흰색 184
15.7%
노랑 61
 
5.2%
갈색+검정+흰색 51
 
4.3%
흰색+검정 49
 
4.2%
검정 42
 
3.6%
흰색+노랑 37
 
3.2%
흰색+노랑+검정 36
 
3.1%
흰색 29
 
2.5%
흰색+회색+검정 27
 
2.3%
Other values (102) 443
37.8%
2023-12-12T17:15:31.646311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
색 1421
21.9%
+ 1322
20.4%
흰 928
14.3%
검 658
10.1%
정 656
10.1%
노 409
 
6.3%
랑 409
 
6.3%
갈 292
 
4.5%
회 209
 
3.2%
황 76
 
1.2%
Other values (19) 109
 
1.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5162
79.6%
Math Symbol 1322
 
20.4%
Space Separator 5
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
색 1421
27.5%
흰 928
18.0%
검 658
12.7%
정 656
12.7%
노 409
 
7.9%
랑 409
 
7.9%
갈 292
 
5.7%
회 209
 
4.0%
황 76
 
1.5%
연 60
 
1.2%
Other values (17) 44
 
0.9%
Math Symbol
ValueCountFrequency (%)
+ 1322
100.0%
Space Separator
ValueCountFrequency (%)
5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5162
79.6%
Common 1327
 
20.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
색 1421
27.5%
흰 928
18.0%
검 658
12.7%
정 656
12.7%
노 409
 
7.9%
랑 409
 
7.9%
갈 292
 
5.7%
회 209
 
4.0%
황 76
 
1.5%
연 60
 
1.2%
Other values (17) 44
 
0.9%
Common
ValueCountFrequency (%)
+ 1322
99.6%
5
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5162
79.6%
ASCII 1327
 
20.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
색 1421
27.5%
흰 928
18.0%
검 658
12.7%
정 656
12.7%
노 409
 
7.9%
랑 409
 
7.9%
갈 292
 
5.7%
회 209
 
4.0%
황 76
 
1.5%
연 60
 
1.2%
Other values (17) 44
 
0.9%
ASCII
ValueCountFrequency (%)
+ 1322
99.6%
5
 
0.4%

성별
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
수컷
625 
암컷
543 

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 (%)
수컷 625
53.5%
암컷 543
46.5%

Length

2023-12-12T17:15:31.830045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:15:31.968110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수컷 625
53.5%
암컷 543
46.5%

체중
Real number (ℝ)

HIGH CORRELATION 

Distinct143
Distinct (%)12.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.7518579
Minimum2
Maximum7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.4 KiB
2023-12-12T17:15:32.127954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile2.5
Q13.1
median3.7
Q34.2
95-th percentile5.3
Maximum7
Range5
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.83071472
Coefficient of variation (CV)0.22141423
Kurtosis0.075916632
Mean3.7518579
Median Absolute Deviation (MAD)0.525
Skewness0.40934792
Sum4382.17
Variance0.69008695
MonotonicityNot monotonic
2023-12-12T17:15:32.332622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.0 107
 
9.2%
3.5 104
 
8.9%
4.0 85
 
7.3%
3.8 78
 
6.7%
4.2 63
 
5.4%
4.5 46
 
3.9%
3.6 44
 
3.8%
3.2 40
 
3.4%
2.5 36
 
3.1%
4.3 36
 
3.1%
Other values (133) 529
45.3%
ValueCountFrequency (%)
2.0 7
0.6%
2.02 1
 
0.1%
2.1 8
0.7%
2.16 1
 
0.1%
2.2 9
0.8%
2.25 2
 
0.2%
2.3 7
0.6%
2.4 11
0.9%
2.41 1
 
0.1%
2.44 1
 
0.1%
ValueCountFrequency (%)
7.0 1
 
0.1%
6.45 1
 
0.1%
6.4 1
 
0.1%
6.33 1
 
0.1%
6.1 2
0.2%
6.02 1
 
0.1%
6.0 4
0.3%
5.98 1
 
0.1%
5.9 2
0.2%
5.8 1
 
0.1%

나이
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct21
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
3살추정
366 
1살추정
344 
2살추정
333 
4살추정
73 
5살추정
 
24
Other values (16)
 
28

Length

Max length5
Median length4
Mean length3.9888699
Min length1

Unique

Unique11 ?
Unique (%)0.9%

Sample

1st row3살추정
2nd row2살추정
3rd row1살추정
4th row1살추정
5th row1살추정

Common Values

ValueCountFrequency (%)
3살추정 366
31.3%
1살추정 344
29.5%
2살추정 333
28.5%
4살추정 73
 
6.2%
5살추정 24
 
2.1%
6살추정 7
 
0.6%
3 3
 
0.3%
7살추정 3
 
0.3%
5살 2
 
0.2%
3살 추정 2
 
0.2%
Other values (11) 11
 
0.9%

Length

2023-12-12T17:15:32.524555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
3살추정 366
31.3%
1살추정 344
29.4%
2살추정 333
28.4%
4살추정 73
 
6.2%
5살추정 24
 
2.0%
6살추정 7
 
0.6%
5살 3
 
0.3%
추정 3
 
0.3%
7살추정 3
 
0.3%
3 3
 
0.3%
Other values (11) 12
 
1.0%

TNR
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
O
1053 
<NA>
115 

Length

Max length4
Median length1
Mean length1.2953767
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
O 1053
90.2%
<NA> 115
 
9.8%

Length

2023-12-12T17:15:32.699895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:15:32.813206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
o 1053
90.2%
na 115
 
9.8%

TNR병원
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
데파트 동물병원
229 
도그플러스 동물병원 마산점
184 
한일동물병원
117 
<NA>
115 
도그플러스 동물병원
90 
Other values (9)
433 

Length

Max length14
Median length10
Mean length8.2671233
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row상아 동물메디컬
2nd row상아 동물메디컬
3rd row<NA>
4th row경상동물병원
5th row경상동물병원

Common Values

ValueCountFrequency (%)
데파트 동물병원 229
19.6%
도그플러스 동물병원 마산점 184
15.8%
한일동물병원 117
10.0%
<NA> 115
9.8%
도그플러스 동물병원 90
 
7.7%
경상동물병원 89
 
7.6%
메트로동물병원 86
 
7.4%
상아 동물메디컬 76
 
6.5%
O.K 동물병원 70
 
6.0%
필유동물메디컬센터 63
 
5.4%
Other values (4) 49
 
4.2%

Length

2023-12-12T17:15:32.935795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
동물병원 589
29.2%
도그플러스 274
13.6%
데파트 229
 
11.4%
마산점 184
 
9.1%
한일동물병원 117
 
5.8%
na 115
 
5.7%
경상동물병원 89
 
4.4%
메트로동물병원 86
 
4.3%
상아 76
 
3.8%
동물메디컬 76
 
3.8%
Other values (6) 182
 
9.0%

TNR일시
Date

MISSING 

Distinct238
Distinct (%)22.6%
Missing115
Missing (%)9.8%
Memory size9.3 KiB
Minimum2022-02-14 11:00:00
Maximum2022-07-05 00:00:00
2023-12-12T17:15:33.080791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:15:33.282857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

방사일시
Date

MISSING 

Distinct241
Distinct (%)22.9%
Missing115
Missing (%)9.8%
Memory size9.3 KiB
Minimum2022-02-15 16:00:00
Maximum2022-08-19 00:00:00
2023-12-12T17:15:33.453439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:15:33.611594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

방사장소
Text

MISSING 

Distinct588
Distinct (%)55.8%
Missing115
Missing (%)9.8%
Memory size9.3 KiB
2023-12-12T17:15:34.097967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length39
Median length35
Mean length28.867996
Min length9

Characters and Unicode

Total characters30398
Distinct characters294
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

Unique362 ?
Unique (%)34.4%

Sample

1st row동정동 흥한웰가아파트 후문 부근 (방사 동영상 파일 별도보관)
2nd row의안로 50번길 4-2 (방사 동영상 파일 별도보관)
3rd row북면 월촌리 116 (방사 동영상 파일 별도보관)
4th row북면 월촌리 116 (방사 동영상 파일 별도보관)
5th row소답동 64-2 (방사 동영상 파일 별도보관)
ValueCountFrequency (%)
파일 1027
 
14.1%
별도보관 1027
 
14.1%
동영상 1024
 
14.0%
방사 821
 
11.3%
부근 288
 
3.9%
부근(방사 87
 
1.2%
진동면 83
 
1.1%
현동 48
 
0.7%
1길 45
 
0.6%
진전면 38
 
0.5%
Other values (827) 2804
38.5%
2023-12-12T17:15:34.748001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6280
20.7%
동 1619
 
5.3%
파 1147
 
3.8%
사 1086
 
3.6%
관 1051
 
3.5%
영 1049
 
3.5%
도 1041
 
3.4%
상 1041
 
3.4%
일 1039
 
3.4%
방 1037
 
3.4%
Other values (284) 14008
46.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18787
61.8%
Space Separator 6280
 
20.7%
Decimal Number 2972
 
9.8%
Close Punctuation 1027
 
3.4%
Open Punctuation 1027
 
3.4%
Dash Punctuation 278
 
0.9%
Uppercase Letter 20
 
0.1%
Lowercase Letter 6
 
< 0.1%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 1619
 
8.6%
파 1147
 
6.1%
사 1086
 
5.8%
관 1051
 
5.6%
영 1049
 
5.6%
도 1041
 
5.5%
상 1041
 
5.5%
일 1039
 
5.5%
방 1037
 
5.5%
보 1032
 
5.5%
Other values (263) 7645
40.7%
Decimal Number
ValueCountFrequency (%)
1 701
23.6%
2 377
12.7%
4 346
11.6%
3 330
11.1%
0 245
 
8.2%
5 237
 
8.0%
6 207
 
7.0%
7 191
 
6.4%
8 187
 
6.3%
9 151
 
5.1%
Uppercase Letter
ValueCountFrequency (%)
C 8
40.0%
L 4
20.0%
H 4
20.0%
A 4
20.0%
Lowercase Letter
ValueCountFrequency (%)
h 3
50.0%
l 3
50.0%
Space Separator
ValueCountFrequency (%)
6280
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1027
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1027
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 278
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18787
61.8%
Common 11585
38.1%
Latin 26
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 1619
 
8.6%
파 1147
 
6.1%
사 1086
 
5.8%
관 1051
 
5.6%
영 1049
 
5.6%
도 1041
 
5.5%
상 1041
 
5.5%
일 1039
 
5.5%
방 1037
 
5.5%
보 1032
 
5.5%
Other values (263) 7645
40.7%
Common
ValueCountFrequency (%)
6280
54.2%
) 1027
 
8.9%
( 1027
 
8.9%
1 701
 
6.1%
2 377
 
3.3%
4 346
 
3.0%
3 330
 
2.8%
- 278
 
2.4%
0 245
 
2.1%
5 237
 
2.0%
Other values (5) 737
 
6.4%
Latin
ValueCountFrequency (%)
C 8
30.8%
L 4
15.4%
H 4
15.4%
A 4
15.4%
h 3
 
11.5%
l 3
 
11.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18787
61.8%
ASCII 11611
38.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6280
54.1%
) 1027
 
8.8%
( 1027
 
8.8%
1 701
 
6.0%
2 377
 
3.2%
4 346
 
3.0%
3 330
 
2.8%
- 278
 
2.4%
0 245
 
2.1%
5 237
 
2.0%
Other values (11) 763
 
6.6%
Hangul
ValueCountFrequency (%)
동 1619
 
8.6%
파 1147
 
6.1%
사 1086
 
5.8%
관 1051
 
5.6%
영 1049
 
5.6%
도 1041
 
5.5%
상 1041
 
5.5%
일 1039
 
5.5%
방 1037
 
5.5%
보 1032
 
5.5%
Other values (263) 7645
40.7%

Interactions

2023-12-12T17:15:27.695996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T17:15:34.882250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
품종성별체중나이TNR병원
품종1.0000.0530.1640.0000.135
성별0.0531.0000.5600.1740.064
체중0.1640.5601.0000.3970.211
나이0.0000.1740.3971.0000.530
TNR병원0.1350.0640.2110.5301.000
2023-12-12T17:15:35.035404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
TNRTNR병원나이성별품종
TNR1.0001.0001.0001.0001.000
TNR병원1.0001.0000.2070.0590.073
나이1.0000.2071.0000.1510.000
성별1.0000.0590.1511.0000.064
품종1.0000.0730.0000.0641.000
2023-12-12T17:15:35.160672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
체중품종성별나이TNRTNR병원
체중1.0000.0700.4230.1371.0000.114
품종0.0701.0000.0640.0001.0000.073
성별0.4230.0641.0000.1511.0000.059
나이0.1370.0000.1511.0001.0000.207
TNR1.0001.0001.0001.0001.0001.000
TNR병원0.1140.0730.0590.2071.0001.000

Missing values

2023-12-12T17:15:27.913694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:15:28.164536image/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.
2023-12-12T17:15:28.353692image/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

공고번호포획일시포획장소축종품종색상성별체중나이TNRTNR병원TNR일시방사일시방사장소
0경남-창원-2022-003242022-06-07 00:00동정동 흥한웰가아파트 후문 부근길고양이한국고양이흰색+회색+노랑암컷3.543살추정O상아 동물메디컬2022-06-07 00:002022-06-10 00:00동정동 흥한웰가아파트 후문 부근 (방사 동영상 파일 별도보관)
1경남-창원-2022-003232022-06-07 00:00의안로 50번길 4-2길고양이한국고양이검정+흰색암컷2.482살추정O상아 동물메디컬2022-06-07 00:002022-06-10 00:00의안로 50번길 4-2 (방사 동영상 파일 별도보관)
2경남-창원-2022-003222022-06-06 00:00동정동 오성아파트 노인정 부근길고양이한국고양이흰색+검정+노랑암컷2.51살추정<NA><NA><NA><NA><NA>
3경남-창원-2022-003212022-06-06 00:00북면 월촌리 116길고양이한국고양이노랑+흰색수컷3.41살추정O경상동물병원2022-06-06 00:002022-06-07 00:00북면 월촌리 116 (방사 동영상 파일 별도보관)
4경남-창원-2022-003202022-06-06 00:00북면 월촌리 116길고양이한국고양이노랑+검정+흰색암컷2.21살추정O경상동물병원2022-06-09 00:002022-06-09 00:00북면 월촌리 116 (방사 동영상 파일 별도보관)
5경남-창원-2022-003192022-06-04 00:00소답동 64-2길고양이한국고양이회갈색+검정암컷3.21살추정O경상동물병원2022-06-04 00:002022-06-07 00:00소답동 64-2 (방사 동영상 파일 별도보관)
6경남-창원-2022-003182022-06-03 00:00북면 월촌리 116길고양이한국고양이노랑+흰색수컷4.03살추정O상아 동물메디컬2022-06-03 00:002022-06-04 00:00북면 월촌리 116 (방사 동영상 파일 별도보관)
7경남-창원-2022-003172022-06-03 00:00북면 월촌리 116길고양이한국고양이회갈색+흰색+검정수컷3.62살추정O상아 동물메디컬2022-06-03 00:002022-06-04 00:00북면 월촌리 116 (방사 동영상 파일 별도보관)
8경남-창원-2022-003162022-06-03 00:00읍성로 12-10길고양이한국고양이노랑+흰색수컷3.83살추정O상아 동물메디컬2022-06-03 00:002022-06-04 00:00읍성로 12-10 (방사 동영상 파일 별도보관)
9경남-창원-2022-003152022-06-02 00:00소답동 115-20길고양이한국고양이회색+검정+흰색수컷4.73살추정O상아 동물메디컬2022-06-02 00:002022-06-04 00:00소답동 115-20 (방사 동영상 파일 별도보관)
공고번호포획일시포획장소축종품종색상성별체중나이TNRTNR병원TNR일시방사일시방사장소
1158경남-진해-2022-000102022-03-22 14:00명동 346번지 할매칼국수 뒷편길고양이한국고양이갈색+흰색+검정수컷5.23살추정O필유동물메디컬센터2022-03-22 14:002022-03-23 14:00명동 346번지 할매칼국수 뒷편 (방사 동영상 파일 별도보관)
1159경남-진해-2022-000092022-03-22 14:00명동 346번지 할매칼국수 뒷편길고양이한국고양이흰색+검정수컷3.21살추정O필유동물메디컬센터2022-03-22 14:002022-03-23 14:00명동 346번지 할매칼국수 뒷편 (방사 동영상 파일 별도보관)
1160경남-진해-2022-000082022-03-22 10:00석동 석동로 75번길 16-6 앞길고양이한국고양이연갈색+검정+흰색암컷4.32살추정OO.K 동물병원2022-03-22 10:002022-03-25 10:00석동 석동로 75번길 16-6앞 (방사 동영상 파일 별도보관)
1161경남-진해-2022-000072022-03-22 10:00석동 석동로 75번길 16-6 앞길고양이믹스고양이회색+흰색수컷2.21살추정OO.K 동물병원2022-03-22 11:002022-03-23 14:00석동 석동로 75번길 16-6앞 (방사 동영상 파일 별도보관)
1162경남-진해-2022-000062022-03-21 15:00이동 622-9 놀이터 부근길고양이한국고양이연갈색+검정+흰색암컷5.26살추정OO.K 동물병원2022-03-21 15:002022-03-24 15:00이동 622-9 놀이터 부근 (방사 동영상 파일 별도보관)
1163경남-진해-2022-000052022-03-21 10:00자은동 냉천북로 4번길 놀이터 부근길고양이한국고양이흰색+검정수컷4.83살추정O필유동물메디컬센터2022-03-21 10:002022-03-22 11:00자은동 냉천북로 4번길 놀이터 부근 (방사 동영상 파일 별도보관)
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