Overview

Dataset statistics

Number of variables16
Number of observations22
Missing cells176
Missing cells (%)50.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.2 KiB
Average record size in memory148.0 B

Variable types

Numeric1
Categorical6
Unsupported8
DateTime1

Dataset

Description2016년 이후 춘천시에서 발생한 가축전염병(구제역, 돼지열병, 고병원성조류인플루엔자)등에 대한 읍면동 수준의 자료
URLhttps://www.data.go.kr/data/15092239/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
결핵병 is highly overall correlated with 발생년도 and 2 other fieldsHigh correlation
브루셀라병 is highly overall correlated with 발생년도 and 2 other fieldsHigh correlation
읍면동 is highly overall correlated with 브루셀라병 and 1 other fieldsHigh correlation
발생년도 is highly overall correlated with 브루셀라병 and 1 other fieldsHigh correlation
아프리카돼지열병 is highly imbalanced (73.3%)Imbalance
가금티푸스 is highly imbalanced (73.3%)Imbalance
구제역 has 22 (100.0%) missing valuesMissing
돼지열병 has 22 (100.0%) missing valuesMissing
돼지오제스키병 has 22 (100.0%) missing valuesMissing
돼지생식기호흡기 증후군 has 22 (100.0%) missing valuesMissing
고병원성조류인플루엔자 has 22 (100.0%) missing valuesMissing
추백리 has 22 (100.0%) missing valuesMissing
뉴캣슬병 has 22 (100.0%) missing valuesMissing
사슴만성소모성질병 has 22 (100.0%) missing valuesMissing
구제역 is an unsupported type, check if it needs cleaning or further analysisUnsupported
돼지열병 is an unsupported type, check if it needs cleaning or further analysisUnsupported
돼지오제스키병 is an unsupported type, check if it needs cleaning or further analysisUnsupported
돼지생식기호흡기 증후군 is an unsupported type, check if it needs cleaning or further analysisUnsupported
고병원성조류인플루엔자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
추백리 is an unsupported type, check if it needs cleaning or further analysisUnsupported
뉴캣슬병 is an unsupported type, check if it needs cleaning or further analysisUnsupported
사슴만성소모성질병 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 23:47:41.402638
Analysis finished2023-12-12 23:47:42.001727
Duration0.6 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

발생년도
Real number (ℝ)

HIGH CORRELATION 

Distinct7
Distinct (%)31.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2018.9091
Minimum2016
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size330.0 B
2023-12-13T08:47:42.037303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2016
5-th percentile2017
Q12018
median2019
Q32019.75
95-th percentile2021
Maximum2022
Range6
Interquartile range (IQR)1.75

Descriptive statistics

Standard deviation1.5089918
Coefficient of variation (CV)0.0007474293
Kurtosis-0.23289639
Mean2018.9091
Median Absolute Deviation (MAD)1
Skewness0.16857124
Sum44416
Variance2.2770563
MonotonicityIncreasing
2023-12-13T08:47:42.126603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
2019 8
36.4%
2018 4
18.2%
2017 3
 
13.6%
2021 3
 
13.6%
2020 2
 
9.1%
2016 1
 
4.5%
2022 1
 
4.5%
ValueCountFrequency (%)
2016 1
 
4.5%
2017 3
 
13.6%
2018 4
18.2%
2019 8
36.4%
2020 2
 
9.1%
2021 3
 
13.6%
2022 1
 
4.5%
ValueCountFrequency (%)
2022 1
 
4.5%
2021 3
 
13.6%
2020 2
 
9.1%
2019 8
36.4%
2018 4
18.2%
2017 3
 
13.6%
2016 1
 
4.5%

읍면동
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)45.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
동면
5 
신북읍
3 
동산면
3 
동내면
2 
남면
2 
Other values (5)
7 

Length

Max length3
Median length3
Mean length2.6363636
Min length2

Unique

Unique3 ?
Unique (%)13.6%

Sample

1st row신동면
2nd row신북읍
3rd row동면
4th row동내면
5th row신북읍

Common Values

ValueCountFrequency (%)
동면 5
22.7%
신북읍 3
13.6%
동산면 3
13.6%
동내면 2
 
9.1%
남면 2
 
9.1%
사북면 2
 
9.1%
남산면 2
 
9.1%
신동면 1
 
4.5%
서면 1
 
4.5%
북산면 1
 
4.5%

Length

2023-12-13T08:47:42.221926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:47:42.338110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동면 5
22.7%
신북읍 3
13.6%
동산면 3
13.6%
동내면 2
 
9.1%
남면 2
 
9.1%
사북면 2
 
9.1%
남산면 2
 
9.1%
신동면 1
 
4.5%
서면 1
 
4.5%
북산면 1
 
4.5%

구제역
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

돼지열병
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

아프리카돼지열병
Categorical

IMBALANCE 

Distinct2
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size308.0 B
<NA>
21 
2
 
1

Length

Max length4
Median length4
Mean length3.8636364
Min length1

Unique

Unique1 ?
Unique (%)4.5%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 21
95.5%
2 1
 
4.5%

Length

2023-12-13T08:47:42.454035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:47:42.530352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 21
95.5%
2 1
 
4.5%

돼지오제스키병
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

돼지생식기호흡기 증후군
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

브루셀라병
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size308.0 B
<NA>
19 
1
3 

Length

Max length4
Median length4
Mean length3.5909091
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 19
86.4%
1 3
 
13.6%

Length

2023-12-13T08:47:42.618104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:47:42.711833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 19
86.4%
1 3
 
13.6%

결핵병
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size308.0 B
<NA>
16 
1
6 

Length

Max length4
Median length4
Mean length3.1818182
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row1
3rd row<NA>
4th row1
5th row1

Common Values

ValueCountFrequency (%)
<NA> 16
72.7%
1 6
 
27.3%

Length

2023-12-13T08:47:42.824888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:47:42.908288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 16
72.7%
1 6
 
27.3%

고병원성조류인플루엔자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

추백리
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

가금티푸스
Categorical

IMBALANCE 

Distinct2
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size308.0 B
<NA>
21 
1
 
1

Length

Max length4
Median length4
Mean length3.8636364
Min length1

Unique

Unique1 ?
Unique (%)4.5%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 21
95.5%
1 1
 
4.5%

Length

2023-12-13T08:47:42.989704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:47:43.077620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 21
95.5%
1 1
 
4.5%

뉴캣슬병
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

사슴만성소모성질병
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

낭충봉아부패병
Categorical

Distinct5
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Memory size308.0 B
1
10 
<NA>
7 
3
3 
2
 
1
4
 
1

Length

Max length4
Median length1
Mean length1.9545455
Min length1

Unique

Unique2 ?
Unique (%)9.1%

Sample

1st row3
2nd row<NA>
3rd row1
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
1 10
45.5%
<NA> 7
31.8%
3 3
 
13.6%
2 1
 
4.5%
4 1
 
4.5%

Length

2023-12-13T08:47:43.161858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:47:43.252575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 10
45.5%
na 7
31.8%
3 3
 
13.6%
2 1
 
4.5%
4 1
 
4.5%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
Minimum2023-06-30 00:00:00
Maximum2023-06-30 00:00:00
2023-12-13T08:47:43.332220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:47:43.401743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T08:47:41.688204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:47:43.454725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
발생년도읍면동낭충봉아부패병
발생년도1.0000.0000.518
읍면동0.0001.0000.000
낭충봉아부패병0.5180.0001.000
2023-12-13T08:47:43.536930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
낭충봉아부패병아프리카돼지열병결핵병브루셀라병가금티푸스읍면동
낭충봉아부패병1.000NaNNaNNaNNaN0.000
아프리카돼지열병NaN1.000NaNNaNNaNNaN
결핵병NaNNaN1.0001.000NaN1.000
브루셀라병NaNNaN1.0001.000NaN1.000
가금티푸스NaNNaNNaNNaN1.000NaN
읍면동0.000NaN1.0001.000NaN1.000
2023-12-13T08:47:43.655726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
발생년도읍면동아프리카돼지열병브루셀라병결핵병가금티푸스낭충봉아부패병
발생년도1.0000.000NaN1.0001.000NaN0.429
읍면동0.0001.000NaN1.0001.000NaN0.000
아프리카돼지열병NaNNaN1.0000.0000.0000.0000.000
브루셀라병1.0001.0000.0001.0001.0000.000NaN
결핵병1.0001.0000.0001.0001.0000.000NaN
가금티푸스NaNNaN0.0000.0000.0001.0000.000
낭충봉아부패병0.4290.0000.000NaNNaN0.0001.000

Missing values

2023-12-13T08:47:41.787238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:47:41.940753image/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

발생년도읍면동구제역돼지열병아프리카돼지열병돼지오제스키병돼지생식기호흡기 증후군브루셀라병결핵병고병원성조류인플루엔자추백리가금티푸스뉴캣슬병사슴만성소모성질병낭충봉아부패병데이터기준일자
02016신동면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>32023-06-30
12017신북읍<NA><NA><NA><NA><NA><NA>1<NA><NA><NA><NA><NA><NA>2023-06-30
22017동면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12023-06-30
32017동내면<NA><NA><NA><NA><NA><NA>1<NA><NA><NA><NA><NA><NA>2023-06-30
42018신북읍<NA><NA><NA><NA><NA><NA>1<NA><NA><NA><NA><NA><NA>2023-06-30
52018동면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>32023-06-30
62018남면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12023-06-30
72018사북면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12023-06-30
82019신북읍<NA><NA><NA><NA><NA>11<NA><NA><NA><NA><NA><NA>2023-06-30
92019동면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12023-06-30
발생년도읍면동구제역돼지열병아프리카돼지열병돼지오제스키병돼지생식기호흡기 증후군브루셀라병결핵병고병원성조류인플루엔자추백리가금티푸스뉴캣슬병사슴만성소모성질병낭충봉아부패병데이터기준일자
122019남면<NA><NA><NA><NA><NA>11<NA><NA><NA><NA><NA><NA>2023-06-30
132019남산면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>22023-06-30
142019서면<NA><NA><NA><NA><NA>1<NA><NA><NA><NA><NA><NA>12023-06-30
152019사북면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12023-06-30
162020동면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>42023-06-30
172020북산면<NA><NA><NA><NA><NA><NA><NA><NA><NA>1<NA><NA><NA>2023-06-30
182021남산면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>32023-06-30
192021동산면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12023-06-30
202021동면<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12023-06-30
212022동산면<NA><NA>2<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>2023-06-30