Overview

Dataset statistics

Number of variables5
Number of observations24
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.2 KiB
Average record size in memory49.5 B

Variable types

Numeric4
Categorical1

Dataset

Description최근 군에서 장병 복지향상 차원에서 운영중인 사이버지식정보방에 대한 군별(사이버지식정보방 현황 및 PC 보급 현황) 운영 현환
Author국방부
URLhttps://www.data.go.kr/data/15052884/fileData.do

Alerts

행번호 is highly overall correlated with 구분High correlation
구분 is highly overall correlated with 행번호High correlation
사이버 지식 정보방(개소) is highly overall correlated with 인터넷PC(대)High correlation
인터넷PC(대) is highly overall correlated with 사이버 지식 정보방(개소)High correlation
행번호 has unique valuesUnique
인터넷PC(대) has unique valuesUnique

Reproduction

Analysis started2023-12-12 04:34:16.133032
Analysis finished2023-12-12 04:34:17.922541
Duration1.79 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

행번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.5
Minimum1
Maximum24
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-12T13:34:17.997113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.15
Q16.75
median12.5
Q318.25
95-th percentile22.85
Maximum24
Range23
Interquartile range (IQR)11.5

Descriptive statistics

Standard deviation7.0710678
Coefficient of variation (CV)0.56568542
Kurtosis-1.2
Mean12.5
Median Absolute Deviation (MAD)6
Skewness0
Sum300
Variance50
MonotonicityStrictly increasing
2023-12-12T13:34:18.166566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
1 1
 
4.2%
14 1
 
4.2%
24 1
 
4.2%
23 1
 
4.2%
22 1
 
4.2%
21 1
 
4.2%
20 1
 
4.2%
19 1
 
4.2%
18 1
 
4.2%
17 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
1 1
4.2%
2 1
4.2%
3 1
4.2%
4 1
4.2%
5 1
4.2%
6 1
4.2%
7 1
4.2%
8 1
4.2%
9 1
4.2%
10 1
4.2%
ValueCountFrequency (%)
24 1
4.2%
23 1
4.2%
22 1
4.2%
21 1
4.2%
20 1
4.2%
19 1
4.2%
18 1
4.2%
17 1
4.2%
16 1
4.2%
15 1
4.2%

구분
Real number (ℝ)

HIGH CORRELATION 

Distinct6
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2014
Minimum2009
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-12T13:34:18.289386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2009
5-th percentile2009
Q12010
median2014
Q32017
95-th percentile2020
Maximum2020
Range11
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.0432445
Coefficient of variation (CV)0.0020075693
Kurtosis-1.4997266
Mean2014
Median Absolute Deviation (MAD)3.5
Skewness0.15499742
Sum48336
Variance16.347826
MonotonicityIncreasing
2023-12-12T13:34:18.463769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2009 4
16.7%
2010 4
16.7%
2012 4
16.7%
2016 4
16.7%
2017 4
16.7%
2020 4
16.7%
ValueCountFrequency (%)
2009 4
16.7%
2010 4
16.7%
2012 4
16.7%
2016 4
16.7%
2017 4
16.7%
2020 4
16.7%
ValueCountFrequency (%)
2020 4
16.7%
2017 4
16.7%
2016 4
16.7%
2012 4
16.7%
2010 4
16.7%
2009 4
16.7%

군별
Categorical

Distinct4
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size324.0 B
육군
6 
해군
6 
공군
6 
국직
6 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row육군
2nd row해군
3rd row공군
4th row국직
5th row육군

Common Values

ValueCountFrequency (%)
육군 6
25.0%
해군 6
25.0%
공군 6
25.0%
국직 6
25.0%

Length

2023-12-12T13:34:18.623587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:34:18.733694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
육군 6
25.0%
해군 6
25.0%
공군 6
25.0%
국직 6
25.0%

사이버 지식 정보방(개소)
Real number (ℝ)

HIGH CORRELATION 

Distinct20
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean870.29167
Minimum28
Maximum4155
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-12T13:34:18.850290image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum28
5-th percentile32.25
Q1143
median378
Q3545.75
95-th percentile4115.7
Maximum4155
Range4127
Interquartile range (IQR)402.75

Descriptive statistics

Standard deviation1351.2681
Coefficient of variation (CV)1.5526611
Kurtosis2.2092305
Mean870.29167
Median Absolute Deviation (MAD)235
Skewness1.9192102
Sum20887
Variance1825925.3
MonotonicityNot monotonic
2023-12-12T13:34:19.020863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
143 2
 
8.3%
432 2
 
8.3%
518 2
 
8.3%
4155 2
 
8.3%
502 1
 
4.2%
85 1
 
4.2%
152 1
 
4.2%
469 1
 
4.2%
629 1
 
4.2%
3893 1
 
4.2%
Other values (10) 10
41.7%
ValueCountFrequency (%)
28 1
4.2%
30 1
4.2%
45 1
4.2%
63 1
4.2%
85 1
4.2%
143 2
8.3%
151 1
4.2%
152 1
4.2%
156 1
4.2%
211 1
4.2%
ValueCountFrequency (%)
4155 2
8.3%
3893 1
4.2%
2766 1
4.2%
887 1
4.2%
629 1
4.2%
518 2
8.3%
502 1
4.2%
469 1
4.2%
432 2
8.3%
324 1
4.2%

인터넷PC(대)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7889.6667
Minimum171
Maximum41241
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-12T13:34:19.182439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum171
5-th percentile229.05
Q1920
median3208
Q34473.5
95-th percentile39160.95
Maximum41241
Range41070
Interquartile range (IQR)3553.5

Descriptive statistics

Standard deviation12940.497
Coefficient of variation (CV)1.640183
Kurtosis2.4272742
Mean7889.6667
Median Absolute Deviation (MAD)2167.5
Skewness1.969453
Sum189352
Variance1.6745646 × 108
MonotonicityNot monotonic
2023-12-12T13:34:19.310529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
5894 1
 
4.2%
3978 1
 
4.2%
1110 1
 
4.2%
3974 1
 
4.2%
4401 1
 
4.2%
30791 1
 
4.2%
1533 1
 
4.2%
3635 1
 
4.2%
4300 1
 
4.2%
41241 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
171 1
4.2%
225 1
4.2%
252 1
4.2%
429 1
4.2%
722 1
4.2%
767 1
4.2%
971 1
4.2%
1110 1
4.2%
1533 1
4.2%
1550 1
4.2%
ValueCountFrequency (%)
41241 1
4.2%
40638 1
4.2%
30791 1
4.2%
29527 1
4.2%
5894 1
4.2%
4691 1
4.2%
4401 1
4.2%
4300 1
4.2%
3978 1
4.2%
3974 1
4.2%

Interactions

2023-12-12T13:34:17.385463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.307431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.676537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:17.054861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:17.481157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.396881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.786972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:17.142107image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:17.569835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.487377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.874735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:17.224483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:17.649904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.576800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:16.962505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:34:17.310164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T13:34:19.410148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행번호구분군별사이버 지식 정보방(개소)인터넷PC(대)
행번호1.0000.8960.0000.1750.000
구분0.8961.0000.0000.0000.000
군별0.0000.0001.0000.5350.805
사이버 지식 정보방(개소)0.1750.0000.5351.0000.800
인터넷PC(대)0.0000.0000.8050.8001.000
2023-12-12T13:34:19.520123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행번호구분사이버 지식 정보방(개소)인터넷PC(대)군별
행번호1.0000.9870.3320.3550.000
구분0.9871.0000.4730.4860.000
사이버 지식 정보방(개소)0.3320.4731.0000.9670.443
인터넷PC(대)0.3550.4860.9671.0000.449
군별0.0000.0000.4430.4491.000

Missing values

2023-12-12T13:34:17.763438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T13:34:17.881868image/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

행번호구분군별사이버 지식 정보방(개소)인터넷PC(대)
012009육군5025894
122009해군151767
232009공군63429
342009국직30171
452010육군8874691
562010해군156722
672010공군45252
782010국직28225
892012육군276629527
9102012해군2112136
행번호구분군별사이버 지식 정보방(개소)인터넷PC(대)
14152016공군4323584
15162016국직1431550
16172017육군415541241
17182017해군5184300
18192017공군4323635
19202017국직1431533
20212020육군389330791
21222020해군6294401
22232020공군4693974
23242020국직1521110