Overview

Dataset statistics

Number of variables3
Number of observations208
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.4 KiB
Average record size in memory26.6 B

Variable types

Numeric2
Categorical1

Dataset

Description경기도 교육재정 학교회계 전출금 학교급별(결산) 현황
Author교육부
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=GBI1GZ6ZW7SD145XY0H323791688&infSeq=2

Alerts

금액(원) has unique valuesUnique

Reproduction

Analysis started2023-12-10 22:14:33.525612
Analysis finished2023-12-10 22:14:34.010755
Duration0.49 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

회계연도
Real number (ℝ)

Distinct13
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016
Minimum2010
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2023-12-11T07:14:34.052847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2010
5-th percentile2010
Q12013
median2016
Q32019
95-th percentile2022
Maximum2022
Range12
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.7506843
Coefficient of variation (CV)0.0018604585
Kurtosis-1.2145783
Mean2016
Median Absolute Deviation (MAD)3
Skewness0
Sum419328
Variance14.067633
MonotonicityDecreasing
2023-12-11T07:14:34.143602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
2022 16
 
7.7%
2021 16
 
7.7%
2020 16
 
7.7%
2019 16
 
7.7%
2018 16
 
7.7%
2017 16
 
7.7%
2016 16
 
7.7%
2015 16
 
7.7%
2014 16
 
7.7%
2013 16
 
7.7%
Other values (3) 48
23.1%
ValueCountFrequency (%)
2010 16
7.7%
2011 16
7.7%
2012 16
7.7%
2013 16
7.7%
2014 16
7.7%
2015 16
7.7%
2016 16
7.7%
2017 16
7.7%
2018 16
7.7%
2019 16
7.7%
ValueCountFrequency (%)
2022 16
7.7%
2021 16
7.7%
2020 16
7.7%
2019 16
7.7%
2018 16
7.7%
2017 16
7.7%
2016 16
7.7%
2015 16
7.7%
2014 16
7.7%
2013 16
7.7%

항목구분명
Categorical

Distinct16
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
고등학교(공립학교)
 
13
고등학교(사립학교)
 
13
공립학교전출금
 
13
기타학교(공립학교)
 
13
기타학교(사립학교)
 
13
Other values (11)
143 

Length

Max length10
Median length9.5
Mean length8.9375
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row고등학교(공립학교)
2nd row고등학교(사립학교)
3rd row공립학교전출금
4th row기타학교(공립학교)
5th row기타학교(사립학교)

Common Values

ValueCountFrequency (%)
고등학교(공립학교) 13
 
6.2%
고등학교(사립학교) 13
 
6.2%
공립학교전출금 13
 
6.2%
기타학교(공립학교) 13
 
6.2%
기타학교(사립학교) 13
 
6.2%
사립학교지원금 13
 
6.2%
세출결산액 13
 
6.2%
유치원(공립학교) 13
 
6.2%
유치원(사립학교) 13
 
6.2%
중학교(공립학교) 13
 
6.2%
Other values (6) 78
37.5%

Length

2023-12-11T07:14:34.240919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
고등학교(공립학교 13
 
5.9%
중학교(공립학교 13
 
5.9%
학교회계 13
 
5.9%
특수학교(사립학교 13
 
5.9%
특수학교(공립학교 13
 
5.9%
초등학교(사립학교 13
 
5.9%
초등학교(공립학교 13
 
5.9%
중학교(사립학교 13
 
5.9%
유치원(사립학교 13
 
5.9%
고등학교(사립학교 13
 
5.9%
Other values (7) 91
41.2%

금액(원)
Real number (ℝ)

UNIQUE 

Distinct208
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6726896 × 1012
Minimum4.3141364 × 108
Maximum2.234023 × 1013
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2023-12-11T07:14:34.342645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4.3141364 × 108
5-th percentile1.7886987 × 109
Q13.4885116 × 1010
median4.4397108 × 1011
Q31.4783091 × 1012
95-th percentile1.0142819 × 1013
Maximum2.234023 × 1013
Range2.2339798 × 1013
Interquartile range (IQR)1.443424 × 1012

Descriptive statistics

Standard deviation3.5664543 × 1012
Coefficient of variation (CV)2.1321674
Kurtosis12.848959
Mean1.6726896 × 1012
Median Absolute Deviation (MAD)4.3771259 × 1011
Skewness3.4931565
Sum3.4791944 × 1014
Variance1.2719597 × 1025
MonotonicityNot monotonic
2023-12-11T07:14:34.449491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
756219253900 1
 
0.5%
671971892940 1
 
0.5%
1363908186160 1
 
0.5%
12140148462570 1
 
0.5%
88714202696 1
 
0.5%
484256373030 1
 
0.5%
537878855582 1
 
0.5%
236705332900 1
 
0.5%
1147420641812 1
 
0.5%
1576363110 1
 
0.5%
Other values (198) 198
95.2%
ValueCountFrequency (%)
431413640 1
0.5%
443274370 1
0.5%
450753600 1
0.5%
932099360 1
0.5%
1413818510 1
0.5%
1479132130 1
0.5%
1576363110 1
0.5%
1588365540 1
0.5%
1600565700 1
0.5%
1679664210 1
0.5%
ValueCountFrequency (%)
22340229541920 1
0.5%
18513543282370 1
0.5%
17518715068140 1
0.5%
17324705111050 1
0.5%
15846948377420 1
0.5%
14178389528660 1
0.5%
13363529014800 1
0.5%
12486574088260 1
0.5%
12140148462570 1
0.5%
11072941197190 1
0.5%

Interactions

2023-12-11T07:14:33.777902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:14:33.609102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:14:33.853600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:14:33.694309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T07:14:34.519309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도항목구분명금액(원)
회계연도1.0000.0000.000
항목구분명0.0001.0000.731
금액(원)0.0000.7311.000
2023-12-11T07:14:34.614087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도금액(원)항목구분명
회계연도1.0000.1320.000
금액(원)0.1321.0000.388
항목구분명0.0000.3881.000

Missing values

2023-12-11T07:14:33.931982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T07:14:33.987538image/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

회계연도항목구분명금액(원)
02022고등학교(공립학교)756219253900
12022고등학교(사립학교)1141780086590
22022공립학교전출금3762054579540
32022기타학교(공립학교)3827648510
42022기타학교(사립학교)1600565700
52022사립학교지원금2136600309040
62022세출결산액22340229541920
72022유치원(공립학교)219743275170
82022유치원(사립학교)478625562510
92022중학교(공립학교)852621608180
회계연도항목구분명금액(원)
1982010세출결산액8501558999800
1992010유치원(공립학교)24956088250
2002010유치원(사립학교)133741930650
2012010중학교(공립학교)320568259150
2022010중학교(사립학교)187725961270
2032010초등학교(공립학교)856599970060
2042010초등학교(사립학교)932099360
2052010특수학교(공립학교)6927909860
2062010특수학교(사립학교)58028427360
2072010학교회계 전출금2323785040500