Overview

Dataset statistics

Number of variables4
Number of observations360
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory12.1 KiB
Average record size in memory34.4 B

Variable types

Categorical3
Numeric1

Alerts

지정수 has 116 (32.2%) zerosZeros

Reproduction

Analysis started2024-01-09 20:12:02.364869
Analysis finished2024-01-09 20:12:02.882217
Duration0.52 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size2.9 KiB
2019
90 
2020
90 
2021
90 
2022
90 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2019
4th row2019
5th row2019

Common Values

ValueCountFrequency (%)
2019 90
25.0%
2020 90
25.0%
2021 90
25.0%
2022 90
25.0%

Length

2024-01-10T05:12:02.978891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:12:03.121579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019 90
25.0%
2020 90
25.0%
2021 90
25.0%
2022 90
25.0%

지역
Categorical

Distinct15
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size2.9 KiB
천안시
 
24
공주시
 
24
보령시
 
24
아산시
 
24
서산시
 
24
Other values (10)
240 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
천안시 24
 
6.7%
공주시 24
 
6.7%
보령시 24
 
6.7%
아산시 24
 
6.7%
서산시 24
 
6.7%
논산시 24
 
6.7%
계룡시 24
 
6.7%
당진시 24
 
6.7%
금산군 24
 
6.7%
부여군 24
 
6.7%
Other values (5) 120
33.3%

Length

2024-01-10T05:12:03.280842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
천안시 24
 
6.7%
공주시 24
 
6.7%
보령시 24
 
6.7%
아산시 24
 
6.7%
서산시 24
 
6.7%
논산시 24
 
6.7%
계룡시 24
 
6.7%
당진시 24
 
6.7%
금산군 24
 
6.7%
부여군 24
 
6.7%
Other values (5) 120
33.3%

시설명
Categorical

Distinct6
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size2.9 KiB
초등학교(병설유치원포함)
60 
초등학교(병설유치원미포함)
60 
유치원
60 
어린이집
60 
특수학교
60 

Length

Max length14
Median length8.5
Mean length6.6666667
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row초등학교(병설유치원포함)
2nd row초등학교(병설유치원미포함)
3rd row유치원
4th row어린이집
5th row특수학교

Common Values

ValueCountFrequency (%)
초등학교(병설유치원포함) 60
16.7%
초등학교(병설유치원미포함) 60
16.7%
유치원 60
16.7%
어린이집 60
16.7%
특수학교 60
16.7%
학원 60
16.7%

Length

2024-01-10T05:12:03.455394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:12:03.627451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
초등학교(병설유치원포함 60
16.7%
초등학교(병설유치원미포함 60
16.7%
유치원 60
16.7%
어린이집 60
16.7%
특수학교 60
16.7%
학원 60
16.7%

지정수
Real number (ℝ)

ZEROS 

Distinct34
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.8333333
Minimum0
Maximum53
Zeros116
Zeros (%)32.2%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2024-01-10T05:12:03.801315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q312
95-th percentile29
Maximum53
Range53
Interquartile range (IQR)12

Descriptive statistics

Standard deviation11.586179
Coefficient of variation (CV)1.4790867
Kurtosis3.3762909
Mean7.8333333
Median Absolute Deviation (MAD)2
Skewness1.8717236
Sum2820
Variance134.23955
MonotonicityNot monotonic
2024-01-10T05:12:03.982576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
0 116
32.2%
1 48
13.3%
3 23
 
6.4%
2 23
 
6.4%
5 15
 
4.2%
6 13
 
3.6%
4 12
 
3.3%
29 10
 
2.8%
18 9
 
2.5%
7 8
 
2.2%
Other values (24) 83
23.1%
ValueCountFrequency (%)
0 116
32.2%
1 48
13.3%
2 23
 
6.4%
3 23
 
6.4%
4 12
 
3.3%
5 15
 
4.2%
6 13
 
3.6%
7 8
 
2.2%
8 3
 
0.8%
9 3
 
0.8%
ValueCountFrequency (%)
53 4
 
1.1%
52 2
 
0.6%
51 2
 
0.6%
39 3
 
0.8%
35 1
 
0.3%
29 10
2.8%
28 7
1.9%
27 4
 
1.1%
26 2
 
0.6%
25 3
 
0.8%

Interactions

2024-01-10T05:12:02.553656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T05:12:04.131670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도지역시설명지정수
연도1.0000.0000.0000.000
지역0.0001.0000.0000.603
시설명0.0000.0001.0000.602
지정수0.0000.6030.6021.000
2024-01-10T05:12:04.256268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명연도지역
시설명1.0000.0000.000
연도0.0001.0000.000
지역0.0000.0001.000
2024-01-10T05:12:04.360682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지정수연도지역시설명
지정수1.0000.0000.2930.349
연도0.0001.0000.0000.000
지역0.2930.0001.0000.000
시설명0.3490.0000.0001.000

Missing values

2024-01-10T05:12:02.703172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T05:12:02.838916image/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

연도지역시설명지정수
02019천안시초등학교(병설유치원포함)51
12019천안시초등학교(병설유치원미포함)24
22019천안시유치원53
32019천안시어린이집24
42019천안시특수학교2
52019천안시학원0
62019공주시초등학교(병설유치원포함)28
72019공주시초등학교(병설유치원미포함)0
82019공주시유치원8
92019공주시어린이집1
연도지역시설명지정수
3502022예산군유치원4
3512022예산군어린이집16
3522022예산군특수학교1
3532022예산군학원0
3542022태안군초등학교(병설유치원포함)23
3552022태안군초등학교(병설유치원미포함)0
3562022태안군유치원1
3572022태안군어린이집2
3582022태안군특수학교0
3592022태안군학원0