Overview

Dataset statistics

Number of variables5
Number of observations55
Missing cells10
Missing cells (%)3.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.4 KiB
Average record size in memory44.3 B

Variable types

Categorical2
Numeric2
DateTime1

Dataset

Description충청남도 홍성군 축산현황(축종, 농가수 등)에 대한 데이터로 지역, 축종, 농가수, 사육두수 등의 항목을 제공합니다.
Author충청남도 홍성군
URLhttps://www.data.go.kr/data/15033809/fileData.do

Alerts

농가수 has 5 (9.1%) missing valuesMissing
사육두수 has 5 (9.1%) missing valuesMissing

Reproduction

Analysis started2024-03-14 23:17:40.176036
Analysis finished2024-03-14 23:17:41.678298
Duration1.5 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

지역
Categorical

Distinct11
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Memory size568.0 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

2024-03-15T08:17:41.787816image/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 size568.0 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

2024-03-15T08:17:42.036692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T08:17:42.404708image/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)

MISSING 

Distinct32
Distinct (%)64.0%
Missing5
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean46.04
Minimum1
Maximum256
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size623.0 B
2024-03-15T08:17:42.665279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1.45
Q14
median10.5
Q353.25
95-th percentile181.3
Maximum256
Range255
Interquartile range (IQR)49.25

Descriptive statistics

Standard deviation68.319764
Coefficient of variation (CV)1.4839219
Kurtosis1.3842702
Mean46.04
Median Absolute Deviation (MAD)8
Skewness1.602353
Sum2302
Variance4667.5902
MonotonicityNot monotonic
2024-03-15T08:17:43.295038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
2 5
 
9.1%
3 4
 
7.3%
12 3
 
5.5%
4 3
 
5.5%
1 3
 
5.5%
9 2
 
3.6%
15 2
 
3.6%
8 2
 
3.6%
5 2
 
3.6%
7 2
 
3.6%
Other values (22) 22
40.0%
(Missing) 5
 
9.1%
ValueCountFrequency (%)
1 3
5.5%
2 5
9.1%
3 4
7.3%
4 3
5.5%
5 2
 
3.6%
6 1
 
1.8%
7 2
 
3.6%
8 2
 
3.6%
9 2
 
3.6%
10 1
 
1.8%
ValueCountFrequency (%)
256 1
1.8%
221 1
1.8%
184 1
1.8%
178 1
1.8%
160 1
1.8%
156 1
1.8%
155 1
1.8%
146 1
1.8%
145 1
1.8%
124 1
1.8%

사육두수
Real number (ℝ)

MISSING 

Distinct50
Distinct (%)100.0%
Missing5
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean65389.52
Minimum17
Maximum439060
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size623.0 B
2024-03-15T08:17:43.592180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum17
5-th percentile112.05
Q1390.5
median5830.5
Q375019
95-th percentile329585.25
Maximum439060
Range439043
Interquartile range (IQR)74628.5

Descriptive statistics

Standard deviation114422.57
Coefficient of variation (CV)1.749861
Kurtosis2.9130678
Mean65389.52
Median Absolute Deviation (MAD)5675.5
Skewness1.9719067
Sum3269476
Variance1.3092525 × 1010
MonotonicityNot monotonic
2024-03-15T08:17:44.000662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
22666 1
 
1.8%
8236 1
 
1.8%
126611 1
 
1.8%
45417 1
 
1.8%
16198 1
 
1.8%
45210 1
 
1.8%
77959 1
 
1.8%
156840 1
 
1.8%
78546 1
 
1.8%
17291 1
 
1.8%
Other values (40) 40
72.7%
(Missing) 5
 
9.1%
ValueCountFrequency (%)
17 1
1.8%
19 1
1.8%
81 1
1.8%
150 1
1.8%
160 1
1.8%
173 1
1.8%
200 1
1.8%
205 1
1.8%
217 1
1.8%
236 1
1.8%
ValueCountFrequency (%)
439060 1
1.8%
385805 1
1.8%
355647 1
1.8%
297732 1
1.8%
282252 1
1.8%
278846 1
1.8%
201673 1
1.8%
171010 1
1.8%
156840 1
1.8%
126611 1
1.8%

데이터기준일
Date

Distinct2
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size568.0 B
Minimum2023-12-31 00:00:00
Maximum2024-01-30 00:00:00
2024-03-15T08:17:44.351479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T08:17:44.705128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)

Interactions

2024-03-15T08:17:40.885156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T08:17:40.433894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T08:17:41.021979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T08:17:40.674360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T08:17:44.969594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역축종농가수사육두수데이터기준일
지역1.0000.0000.0000.0000.000
축종0.0001.0000.7900.5331.000
농가수0.0000.7901.0000.6070.477
사육두수0.0000.5330.6071.0000.902
데이터기준일0.0001.0000.4770.9021.000
2024-03-15T08:17:45.231935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역축종
지역1.0000.000
축종0.0001.000
2024-03-15T08:17:45.470196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
농가수사육두수지역축종
농가수1.0000.3810.0000.416
사육두수0.3811.0000.0000.347
지역0.0000.0001.0000.000
축종0.4160.3470.0001.000

Missing values

2024-03-15T08:17:41.249060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T08:17:41.448776image/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.
2024-03-15T08:17:41.599365image/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

지역축종농가수사육두수데이터기준일
0홍성읍한우7817582024-01-30
1광천읍한우14656402024-01-30
2홍북읍한우15546652024-01-30
3금마면한우18447772024-01-30
4홍동면한우25671712024-01-30
5장곡면한우22187742024-01-30
6은하면한우17845222024-01-30
7결성면한우12460212024-01-30
8서부면한우15652362024-01-30
9갈산면한우14549062024-01-30
지역축종농가수사육두수데이터기준일
45광천읍닭6661992023-12-31
46홍북읍닭82977322023-12-31
47금마면닭52788462023-12-31
48홍동면닭103858052023-12-31
49장곡면닭31710102023-12-31
50은하면닭92016732023-12-31
51결성면닭3839002023-12-31
52서부면닭154390602023-12-31
53갈산면닭92822522023-12-31
54구항면닭123556472023-12-31