Overview

Dataset statistics

Number of variables6
Number of observations36
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory54.7 B

Variable types

Categorical2
Numeric3
DateTime1

Dataset

Description제주특별자치도의 가축통계 데이터로 일부 축종별(닭, 돼지,오리, 육우, 젖소, 한우), 연도별 농가호수와 사육두수에 대한 현황 데이터 입니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15097023/fileData.do

Alerts

시도명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
호수 is highly overall correlated with 축종별High correlation
두수 is highly overall correlated with 축종별High correlation
축종별 is highly overall correlated with 호수 and 1 other fieldsHigh correlation
두수 has unique valuesUnique

Reproduction

Analysis started2023-12-12 16:37:13.428767
Analysis finished2023-12-12 16:37:14.848467
Duration1.42 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
제주특별자치도
36 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
제주특별자치도 36
100.0%

Length

2023-12-13T01:37:14.926713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:37:15.055395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제주특별자치도 36
100.0%

축종별
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size420.0 B
닭
6 
돼지
6 
오리
6 
육우
6 
젖소
6 

Length

Max length2
Median length2
Mean length1.8333333
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row닭
2nd row돼지
3rd row오리
4th row육우
5th row젖소

Common Values

ValueCountFrequency (%)
닭 6
16.7%
돼지 6
16.7%
오리 6
16.7%
육우 6
16.7%
젖소 6
16.7%
한우 6
16.7%

Length

2023-12-13T01:37:15.189391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:37:15.345181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
닭 6
16.7%
돼지 6
16.7%
오리 6
16.7%
육우 6
16.7%
젖소 6
16.7%
한우 6
16.7%

연도
Real number (ℝ)

Distinct6
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.5
Minimum2015
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T01:37:15.467242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2015
5-th percentile2015
Q12016
median2017.5
Q32019
95-th percentile2020
Maximum2020
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.7320508
Coefficient of variation (CV)0.00085851341
Kurtosis-1.2770053
Mean2017.5
Median Absolute Deviation (MAD)1.5
Skewness0
Sum72630
Variance3
MonotonicityIncreasing
2023-12-13T01:37:15.612118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2015 6
16.7%
2016 6
16.7%
2017 6
16.7%
2018 6
16.7%
2019 6
16.7%
2020 6
16.7%
ValueCountFrequency (%)
2015 6
16.7%
2016 6
16.7%
2017 6
16.7%
2018 6
16.7%
2019 6
16.7%
2020 6
16.7%
ValueCountFrequency (%)
2020 6
16.7%
2019 6
16.7%
2018 6
16.7%
2017 6
16.7%
2016 6
16.7%
2015 6
16.7%

호수
Real number (ℝ)

HIGH CORRELATION 

Distinct33
Distinct (%)91.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean217.38889
Minimum8
Maximum892
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T01:37:15.748616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile12
Q126.75
median81
Q3282
95-th percentile788.5
Maximum892
Range884
Interquartile range (IQR)255.25

Descriptive statistics

Standard deviation273.81832
Coefficient of variation (CV)1.2595783
Kurtosis0.71831852
Mean217.38889
Median Absolute Deviation (MAD)69
Skewness1.4268576
Sum7826
Variance74976.473
MonotonicityNot monotonic
2023-12-13T01:37:15.900127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
31 2
 
5.6%
12 2
 
5.6%
14 2
 
5.6%
707 1
 
2.8%
28 1
 
2.8%
260 1
 
2.8%
172 1
 
2.8%
747 1
 
2.8%
278 1
 
2.8%
24 1
 
2.8%
Other values (23) 23
63.9%
ValueCountFrequency (%)
8 1
2.8%
12 2
5.6%
14 2
5.6%
15 1
2.8%
19 1
2.8%
24 1
2.8%
26 1
2.8%
27 1
2.8%
28 1
2.8%
31 2
5.6%
ValueCountFrequency (%)
892 1
2.8%
790 1
2.8%
788 1
2.8%
749 1
2.8%
747 1
2.8%
707 1
2.8%
299 1
2.8%
296 1
2.8%
294 1
2.8%
278 1
2.8%

두수
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean397603.53
Minimum1129
Maximum1871784
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T01:37:16.025486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1129
5-th percentile1263
Q14143.75
median32997
Q3551844
95-th percentile1819575.8
Maximum1871784
Range1870655
Interquartile range (IQR)547700.25

Descriptive statistics

Standard deviation651780.51
Coefficient of variation (CV)1.6392725
Kurtosis0.8557062
Mean397603.53
Median Absolute Deviation (MAD)30268
Skewness1.5549494
Sum14313727
Variance4.2481784 × 1011
MonotonicityNot monotonic
2023-12-13T01:37:16.208838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%)
1659826 1
 
2.8%
534113 1
 
2.8%
1415 1
 
2.8%
4183 1
 
2.8%
35118 1
 
2.8%
1810610 1
 
2.8%
551168 1
 
2.8%
31389 1
 
2.8%
1273 1
 
2.8%
3939 1
 
2.8%
Other values (26) 26
72.2%
ValueCountFrequency (%)
1129 1
2.8%
1233 1
2.8%
1273 1
2.8%
1376 1
2.8%
1415 1
2.8%
1519 1
2.8%
3939 1
2.8%
3946 1
2.8%
4068 1
2.8%
4169 1
2.8%
ValueCountFrequency (%)
1871784 1
2.8%
1846473 1
2.8%
1810610 1
2.8%
1733061 1
2.8%
1672168 1
2.8%
1659826 1
2.8%
564915 1
2.8%
557703 1
2.8%
553872 1
2.8%
551168 1
2.8%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
Minimum2021-12-21 00:00:00
Maximum2021-12-21 00:00:00
2023-12-13T01:37:16.361068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:16.468818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T01:37:14.232932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:13.612118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:13.883519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:14.377179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:13.700353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:14.012701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:14.496154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:13.779333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:37:14.111109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:37:16.538401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
축종별연도호수두수
축종별1.0000.0000.8200.767
연도0.0001.0000.0000.000
호수0.8200.0001.0000.746
두수0.7670.0000.7461.000
2023-12-13T01:37:16.625564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도호수두수축종별
연도1.000-0.023-0.0340.000
호수-0.0231.0000.4380.650
두수-0.0340.4381.0000.635
축종별0.0000.6500.6351.000

Missing values

2023-12-13T01:37:14.664902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:37:14.803236image/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

시도명축종별연도호수두수데이터기준일자
0제주특별자치도닭201511916598262021-12-21
1제주특별자치도돼지20152995538722021-12-21
2제주특별자치도오리201512396962021-12-21
3제주특별자치도육우20151913762021-12-21
4제주특별자치도젖소20154042952021-12-21
5제주특별자치도한우2015892285932021-12-21
6제주특별자치도닭201615016721682021-12-21
7제주특별자치도돼지20162965649152021-12-21
8제주특별자치도오리201612432402021-12-21
9제주특별자치도육우20162612332021-12-21
시도명축종별연도호수두수데이터기준일자
26제주특별자치도오리201915313892021-12-21
27제주특별자치도육우20192412732021-12-21
28제주특별자치도젖소20193139392021-12-21
29제주특별자치도한우2019747340642021-12-21
30제주특별자치도닭202017218717842021-12-21
31제주특별자치도돼지20202605234502021-12-21
32제주특별자치도오리202014312002021-12-21
33제주특별자치도육우20202811292021-12-21
34제주특별자치도젖소20203139462021-12-21
35제주특별자치도한우2020707347142021-12-21