Overview

Dataset statistics

Number of variables5
Number of observations55
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.4 KiB
Average record size in memory44.4 B

Variable types

Categorical2
Numeric2
DateTime1

Dataset

Description충청남도 홍성군 축산현황(축종, 농가수 등)에 대한 데이터로 지역, 축종, 농가수, 사육두수 등의 항목을 제공합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=434&beforeMenuCd=DOM_000000201001001000&publicdatapk=15033809

Alerts

데이터기준일 has constant value ""Constant
농가수 is highly overall correlated with 사육두수High correlation
사육두수 is highly overall correlated with 농가수High correlation

Reproduction

Analysis started2024-01-09 21:17:10.150966
Analysis finished2024-01-09 21:17:10.905002
Duration0.75 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

지역
Categorical

Distinct11
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
홍성읍
5 
광천읍
5 
홍북읍
5 
금마면
5 
홍동면
5 
Other values (6)
30 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row홍성읍
2nd row광천읍
3rd row홍북읍
4th row금마면
5th row홍동면

Common Values

ValueCountFrequency (%)
홍성읍 5
9.1%
광천읍 5
9.1%
홍북읍 5
9.1%
금마면 5
9.1%
홍동면 5
9.1%
장곡면 5
9.1%
은하면 5
9.1%
결성면 5
9.1%
서부면 5
9.1%
갈산면 5
9.1%

Length

2024-01-10T06:17:10.952415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
홍성읍 5
9.1%
광천읍 5
9.1%
홍북읍 5
9.1%
금마면 5
9.1%
홍동면 5
9.1%
장곡면 5
9.1%
은하면 5
9.1%
결성면 5
9.1%
서부면 5
9.1%
갈산면 5
9.1%

축종
Categorical

Distinct5
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size572.0 B
한우
11 
육우
11 
젖소
11 
돼지
11 
닭
11 

Length

Max length2
Median length2
Mean length1.8
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
한우 11
20.0%
육우 11
20.0%
젖소 11
20.0%
돼지 11
20.0%
닭 11
20.0%

Length

2024-01-10T06:17:11.039695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:17:11.123143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한우 11
20.0%
육우 11
20.0%
젖소 11
20.0%
돼지 11
20.0%
닭 11
20.0%

농가수
Real number (ℝ)

HIGH CORRELATION 

Distinct38
Distinct (%)69.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50.981818
Minimum2
Maximum242
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-01-10T06:17:11.216600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile3
Q16
median16
Q374
95-th percentile182
Maximum242
Range240
Interquartile range (IQR)68

Descriptive statistics

Standard deviation64.981904
Coefficient of variation (CV)1.2746094
Kurtosis1.5959786
Mean50.981818
Median Absolute Deviation (MAD)13
Skewness1.5661484
Sum2804
Variance4222.6478
MonotonicityNot monotonic
2024-01-10T06:17:11.329371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
4 6
 
10.9%
3 4
 
7.3%
6 3
 
5.5%
2 2
 
3.6%
39 2
 
3.6%
36 2
 
3.6%
12 2
 
3.6%
10 2
 
3.6%
60 2
 
3.6%
9 2
 
3.6%
Other values (28) 28
50.9%
ValueCountFrequency (%)
2 2
 
3.6%
3 4
7.3%
4 6
10.9%
5 1
 
1.8%
6 3
5.5%
7 1
 
1.8%
8 1
 
1.8%
9 2
 
3.6%
10 2
 
3.6%
11 1
 
1.8%
ValueCountFrequency (%)
242 1
1.8%
241 1
1.8%
210 1
1.8%
170 1
1.8%
167 1
1.8%
154 1
1.8%
145 1
1.8%
144 1
1.8%
132 1
1.8%
124 1
1.8%

사육두수
Real number (ℝ)

HIGH CORRELATION 

Distinct54
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean67626.2
Minimum7
Maximum592616
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-01-10T06:17:11.449474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile14.2
Q1216.5
median5423
Q350446
95-th percentile392146.6
Maximum592616
Range592609
Interquartile range (IQR)50229.5

Descriptive statistics

Standard deviation132453.94
Coefficient of variation (CV)1.9586188
Kurtosis5.7815444
Mean67626.2
Median Absolute Deviation (MAD)5356
Skewness2.4707002
Sum3719441
Variance1.7544047 × 1010
MonotonicityNot monotonic
2024-01-10T06:17:11.566501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
67 2
 
3.6%
2211 1
 
1.8%
867 1
 
1.8%
328 1
 
1.8%
154 1
 
1.8%
8840 1
 
1.8%
111477 1
 
1.8%
48153 1
 
1.8%
15553 1
 
1.8%
46010 1
 
1.8%
Other values (44) 44
80.0%
ValueCountFrequency (%)
7 1
1.8%
9 1
1.8%
10 1
1.8%
16 1
1.8%
41 1
1.8%
67 2
3.6%
96 1
1.8%
107 1
1.8%
115 1
1.8%
129 1
1.8%
ValueCountFrequency (%)
592616 1
1.8%
479867 1
1.8%
397349 1
1.8%
389917 1
1.8%
317344 1
1.8%
218163 1
1.8%
209066 1
1.8%
187248 1
1.8%
155208 1
1.8%
138148 1
1.8%

데이터기준일
Date

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
Minimum2022-01-31 00:00:00
Maximum2022-01-31 00:00:00
2024-01-10T06:17:11.649922image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:17:11.716941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-01-10T06:17:10.648628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:17:10.290247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:17:10.709516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:17:10.358698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T06:17:11.773843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역축종농가수사육두수
지역1.0000.0000.0000.000
축종0.0001.0000.7030.542
농가수0.0000.7031.0000.799
사육두수0.0000.5420.7991.000
2024-01-10T06:17:11.844532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
축종지역
축종1.0000.000
지역0.0001.000
2024-01-10T06:17:11.910893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
농가수사육두수지역축종
농가수1.0000.6430.0000.497
사육두수0.6431.0000.0000.357
지역0.0000.0001.0000.000
축종0.4970.3570.0001.000

Missing values

2024-01-10T06:17:10.801656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T06:17:10.874839image/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

지역축종농가수사육두수데이터기준일
0홍성읍한우8222112022-01-31
1광천읍한우14460622022-01-31
2홍북읍한우17051142022-01-31
3금마면한우21050912022-01-31
4홍동면한우24180912022-01-31
5장곡면한우24286752022-01-31
6은하면한우13244762022-01-31
7결성면한우14559962022-01-31
8서부면한우12456712022-01-31
9갈산면한우15454232022-01-31
지역축종농가수사육두수데이터기준일
45광천읍닭23527392022-01-31
46홍북읍닭723899172022-01-31
47금마면닭312090662022-01-31
48홍동면닭394798672022-01-31
49장곡면닭251872482022-01-31
50은하면닭162181632022-01-31
51결성면닭871381482022-01-31
52서부면닭835926162022-01-31
53갈산면닭523173442022-01-31
54구항면닭603973492022-01-31