Overview

Dataset statistics

Number of variables5
Number of observations126
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.3 KiB
Average record size in memory43.0 B

Variable types

Categorical3
Numeric1
DateTime1

Dataset

Description제주특별자치도 서귀포시에서 제공하는 가축 통계 정보로써, 한육우 및 젖소, 돼지, 닭, 기타 가축들의 종류, 수치 등에 대한 정보를 제공합니다.
Author제주특별자치도 서귀포시
URLhttps://www.data.go.kr/data/15034172/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
수치 is highly overall correlated with 구분 and 1 other fieldsHigh correlation
구분 is highly overall correlated with 수치High correlation
종류 is highly overall correlated with 수치High correlation
수치 has 2 (1.6%) zerosZeros

Reproduction

Analysis started2024-03-16 04:12:55.541684
Analysis finished2024-03-16 04:12:56.237920
Duration0.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년
Categorical

Distinct3
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2021
42 
2022
42 
2023
42 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 42
33.3%
2022 42
33.3%
2023 42
33.3%

Length

2024-03-16T13:12:56.345689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:12:56.506757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 42
33.3%
2022 42
33.3%
2023 42
33.3%

구분
Categorical

HIGH CORRELATION 

Distinct21
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
소(한우)
 
6
소(육우)
 
6
소(젖소)
 
6
돼지
 
6
재래흙돼지
 
6
Other values (16)
96 

Length

Max length5
Median length4
Mean length2.7619048
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row소(한우)
2nd row소(한우)
3rd row소(육우)
4th row소(육우)
5th row소(젖소)

Common Values

ValueCountFrequency (%)
소(한우) 6
 
4.8%
소(육우) 6
 
4.8%
소(젖소) 6
 
4.8%
돼지 6
 
4.8%
재래흙돼지 6
 
4.8%
닭 6
 
4.8%
재래닭 6
 
4.8%
염소 6
 
4.8%
면양 6
 
4.8%
사슴 6
 
4.8%
Other values (11) 66
52.4%

Length

2024-03-16T13:12:56.787079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
소(한우 6
 
4.5%
소(육우 6
 
4.5%
꿩 6
 
4.5%
오소리 6
 
4.5%
조 6
 
4.5%
타 6
 
4.5%
관상조 6
 
4.5%
꿀벌 6
 
4.5%
거위 6
 
4.5%
칠면조 6
 
4.5%
Other values (12) 72
54.5%

종류
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
호수
63 
두수
33 
수수
27 
군수
 
3

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row호수
2nd row두수
3rd row호수
4th row두수
5th row호수

Common Values

ValueCountFrequency (%)
호수 63
50.0%
두수 33
26.2%
수수 27
21.4%
군수 3
 
2.4%

Length

2024-03-16T13:12:57.041884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:12:57.222692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
호수 63
50.0%
두수 33
26.2%
수수 27
21.4%
군수 3
 
2.4%

수치
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct68
Distinct (%)54.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13311.714
Minimum0
Maximum344581
Zeros2
Zeros (%)1.6%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2024-03-16T13:12:57.399626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q13
median24
Q3314.25
95-th percentile41764
Maximum344581
Range344581
Interquartile range (IQR)311.25

Descriptive statistics

Standard deviation55490.163
Coefficient of variation (CV)4.1685212
Kurtosis26.877433
Mean13311.714
Median Absolute Deviation (MAD)23
Skewness5.1425779
Sum1677276
Variance3.0791582 × 109
MonotonicityNot monotonic
2024-03-16T13:12:57.598009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3 14
 
11.1%
2 12
 
9.5%
1 8
 
6.3%
4 7
 
5.6%
5 6
 
4.8%
41 3
 
2.4%
13 3
 
2.4%
80 3
 
2.4%
74 3
 
2.4%
24 2
 
1.6%
Other values (58) 65
51.6%
ValueCountFrequency (%)
0 2
 
1.6%
1 8
6.3%
2 12
9.5%
3 14
11.1%
4 7
5.6%
5 6
4.8%
6 1
 
0.8%
7 2
 
1.6%
8 2
 
1.6%
12 2
 
1.6%
ValueCountFrequency (%)
344581 1
0.8%
335777 1
0.8%
330635 1
0.8%
147157 1
0.8%
140927 1
0.8%
138708 1
0.8%
43307 1
0.8%
37135 1
0.8%
33970 1
0.8%
16388 1
0.8%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2024-03-08 00:00:00
Maximum2024-03-08 00:00:00
2024-03-16T13:12:57.771592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-16T13:12:57.949651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-03-16T13:12:55.855890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-16T13:12:58.071757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준년구분종류수치
기준년1.0000.0000.0000.000
구분0.0001.0000.6950.795
종류0.0000.6951.0000.850
수치0.0000.7950.8501.000
2024-03-16T13:12:58.209224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분기준년종류
구분1.0000.0000.421
기준년0.0001.0000.000
종류0.4210.0001.000
2024-03-16T13:12:58.364146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
수치기준년구분종류
수치1.0000.0000.5280.505
기준년0.0001.0000.0000.000
구분0.5280.0001.0000.421
종류0.5050.0000.4211.000

Missing values

2024-03-16T13:12:56.028205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-16T13:12:56.175780image/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

기준년구분종류수치데이터기준일자
02021소(한우)호수3312024-03-08
12021소(한우)두수159882024-03-08
22021소(육우)호수12024-03-08
32021소(육우)두수642024-03-08
42021소(젖소)호수32024-03-08
52021소(젖소)두수3232024-03-08
62021돼지호수742024-03-08
72021돼지두수1409272024-03-08
82021재래흙돼지호수62024-03-08
92021재래흙돼지두수36252024-03-08
기준년구분종류수치데이터기준일자
1162023관상조호수22024-03-08
1172023관상조수수802024-03-08
1182023타 조호수12024-03-08
1192023타 조수수42024-03-08
1202023오소리호수12024-03-08
1212023오소리수수412024-03-08
1222023꿩호수32024-03-08
1232023꿩수수22952024-03-08
1242023기러기호수22024-03-08
1252023기러기수수232024-03-08