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

Categorical3
Numeric2

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 사육두수 and 1 other fieldsHigh correlation
사육두수 is highly overall correlated with 농가수High correlation
축종 is highly overall correlated with 농가수High correlation
사육두수 has unique valuesUnique
농가수 has 1 (1.8%) zerosZeros
사육두수 has 1 (1.8%) zerosZeros

Reproduction

Analysis started2024-01-09 21:17:08.136048
Analysis finished2024-01-09 21:17:08.654118
Duration0.52 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

2024-01-10T06:17:08.704839image/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

HIGH CORRELATION 

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

2024-01-10T06:17:08.792171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:17:08.872092image/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  ZEROS 

Distinct38
Distinct (%)69.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50.290909
Minimum0
Maximum237
Zeros1
Zeros (%)1.8%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-01-10T06:17:08.983435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2.7
Q16
median14
Q374.5
95-th percentile172.5
Maximum237
Range237
Interquartile range (IQR)68.5

Descriptive statistics

Standard deviation62.9805
Coefficient of variation (CV)1.2523238
Kurtosis1.3374718
Mean50.290909
Median Absolute Deviation (MAD)12
Skewness1.4892648
Sum2766
Variance3966.5434
MonotonicityNot monotonic
2024-01-10T06:17:09.115740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
3 5
 
9.1%
12 4
 
7.3%
6 4
 
7.3%
5 3
 
5.5%
10 3
 
5.5%
9 2
 
3.6%
7 2
 
3.6%
2 2
 
3.6%
53 1
 
1.8%
44 1
 
1.8%
Other values (28) 28
50.9%
ValueCountFrequency (%)
0 1
 
1.8%
2 2
 
3.6%
3 5
9.1%
4 1
 
1.8%
5 3
5.5%
6 4
7.3%
7 2
 
3.6%
9 2
 
3.6%
10 3
5.5%
12 4
7.3%
ValueCountFrequency (%)
237 1
1.8%
229 1
1.8%
197 1
1.8%
162 1
1.8%
160 1
1.8%
148 1
1.8%
145 1
1.8%
141 1
1.8%
135 1
1.8%
120 1
1.8%

사육두수
Real number (ℝ)

HIGH CORRELATION  UNIQUE  ZEROS 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean77625.709
Minimum0
Maximum746773
Zeros1
Zeros (%)1.8%
Negative0
Negative (%)0.0%
Memory size627.0 B
2024-01-10T06:17:09.232194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile19.2
Q1216
median5394
Q347804.5
95-th percentile413100.2
Maximum746773
Range746773
Interquartile range (IQR)47588.5

Descriptive statistics

Standard deviation160541.01
Coefficient of variation (CV)2.0681422
Kurtosis5.6948848
Mean77625.709
Median Absolute Deviation (MAD)5289
Skewness2.4383819
Sum4269414
Variance2.5773415 × 1010
MonotonicityNot monotonic
2024-01-10T06:17:09.370744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2226 1
 
1.8%
6073 1
 
1.8%
232 1
 
1.8%
326 1
 
1.8%
122 1
 
1.8%
9827 1
 
1.8%
107111 1
 
1.8%
49962 1
 
1.8%
16926 1
 
1.8%
45647 1
 
1.8%
Other values (45) 45
81.8%
ValueCountFrequency (%)
0 1
1.8%
13 1
1.8%
15 1
1.8%
21 1
1.8%
68 1
1.8%
70 1
1.8%
78 1
1.8%
95 1
1.8%
105 1
1.8%
115 1
1.8%
ValueCountFrequency (%)
746773 1
1.8%
483162 1
1.8%
459660 1
1.8%
393146 1
1.8%
392482 1
1.8%
352348 1
1.8%
342683 1
1.8%
332672 1
1.8%
153232 1
1.8%
107111 1
1.8%

데이터기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size572.0 B
2023-01-30
55 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-01-30
2nd row2023-01-30
3rd row2023-01-30
4th row2023-01-30
5th row2023-01-30

Common Values

ValueCountFrequency (%)
2023-01-30 55
100.0%

Length

2024-01-10T06:17:09.472392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:17:09.543282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-01-30 55
100.0%

Interactions

2024-01-10T06:17:08.401690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:17:08.274073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:17:08.462260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:17:08.338689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T06:17:09.591798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역축종농가수사육두수
지역1.0000.0000.0000.000
축종0.0001.0000.7270.513
농가수0.0000.7271.0000.615
사육두수0.0000.5130.6151.000
2024-01-10T06:17:09.664448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
축종지역
축종1.0000.000
지역0.0001.000
2024-01-10T06:17:09.731623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
농가수사육두수지역축종
농가수1.0000.6390.0000.508
사육두수0.6391.0000.0000.351
지역0.0000.0001.0000.000
축종0.5080.3510.0001.000

Missing values

2024-01-10T06:17:08.552644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T06:17:08.624599image/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
0홍성읍한우8122262023-01-30
1광천읍한우14160732023-01-30
2홍북읍한우16051982023-01-30
3금마면한우19753942023-01-30
4홍동면한우23783772023-01-30
5장곡면한우22993492023-01-30
6은하면한우13550652023-01-30
7결성면한우14567812023-01-30
8서부면한우12057782023-01-30
9갈산면한우14854962023-01-30
지역축종농가수사육두수데이터기준일
45광천읍닭10722252023-01-30
46홍북읍닭963426832023-01-30
47금마면닭443931462023-01-30
48홍동면닭534596602023-01-30
49장곡면닭313326722023-01-30
50은하면닭244831622023-01-30
51결성면닭455332023-01-30
52서부면닭927467732023-01-30
53갈산면닭413924822023-01-30
54구항면닭683523482023-01-30