Overview

Dataset statistics

Number of variables3
Number of observations55
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory28.4 B

Variable types

Numeric2
Categorical1

Dataset

Description경기도 교육재정 재정지표 통합재정수지(예산) 현황
Author교육부
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=D3EPFD0BE35ERDVP5LRJ23939433&infSeq=2

Alerts

금액(원) has unique valuesUnique

Reproduction

Analysis started2023-12-10 21:33:03.009017
Analysis finished2023-12-10 21:33:03.559647
Duration0.55 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

회계연도
Real number (ℝ)

Distinct11
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2018
Minimum2013
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2023-12-11T06:33:03.617340image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2013
5-th percentile2013
Q12015
median2018
Q32021
95-th percentile2023
Maximum2023
Range10
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.1914237
Coefficient of variation (CV)0.0015814785
Kurtosis-1.221074
Mean2018
Median Absolute Deviation (MAD)3
Skewness0
Sum110990
Variance10.185185
MonotonicityDecreasing
2023-12-11T06:33:03.723463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
2023 5
9.1%
2022 5
9.1%
2021 5
9.1%
2020 5
9.1%
2019 5
9.1%
2018 5
9.1%
2017 5
9.1%
2016 5
9.1%
2015 5
9.1%
2014 5
9.1%
ValueCountFrequency (%)
2013 5
9.1%
2014 5
9.1%
2015 5
9.1%
2016 5
9.1%
2017 5
9.1%
2018 5
9.1%
2019 5
9.1%
2020 5
9.1%
2021 5
9.1%
2022 5
9.1%
ValueCountFrequency (%)
2023 5
9.1%
2022 5
9.1%
2021 5
9.1%
2020 5
9.1%
2019 5
9.1%
2018 5
9.1%
2017 5
9.1%
2016 5
9.1%
2015 5
9.1%
2014 5
9.1%

항목구분명
Categorical

Distinct5
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size572.0 B
순세계잉여금(E)
11 
통합재정수입(B)
11 
통합재정수지Ⅰ(A=B-C)
11 
통합재정수지Ⅱ(D=A+E)
11 
통합재정지출(C)
11 

Length

Max length14
Median length9
Mean length11
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row순세계잉여금(E)
2nd row통합재정수입(B)
3rd row통합재정수지Ⅰ(A=B-C)
4th row통합재정수지Ⅱ(D=A+E)
5th row통합재정지출(C)

Common Values

ValueCountFrequency (%)
순세계잉여금(E) 11
20.0%
통합재정수입(B) 11
20.0%
통합재정수지Ⅰ(A=B-C) 11
20.0%
통합재정수지Ⅱ(D=A+E) 11
20.0%
통합재정지출(C) 11
20.0%

Length

2023-12-11T06:33:03.857104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:33:03.974852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
순세계잉여금(e 11
20.0%
통합재정수입(b 11
20.0%
통합재정수지ⅰ(a=b-c 11
20.0%
통합재정수지ⅱ(d=a+e 11
20.0%
통합재정지출(c 11
20.0%

금액(원)
Real number (ℝ)

UNIQUE 

Distinct55
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.7042833 × 1012
Minimum-1.2700415 × 1012
Maximum2.2105411 × 1013
Zeros0
Zeros (%)0.0%
Negative15
Negative (%)27.3%
Memory size627.0 B
2023-12-11T06:33:04.109388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-1.2700415 × 1012
5-th percentile-9.8679888 × 1011
Q1-4.7193764 × 1010
median3.262725 × 1011
Q31.1852316 × 1013
95-th percentile1.8926296 × 1013
Maximum2.2105411 × 1013
Range2.3375453 × 1013
Interquartile range (IQR)1.1899509 × 1013

Descriptive statistics

Standard deviation7.4738256 × 1012
Coefficient of variation (CV)1.3102129
Kurtosis-1.1335784
Mean5.7042833 × 1012
Median Absolute Deviation (MAD)1.1272529 × 1012
Skewness0.69351147
Sum3.1373558 × 1014
Variance5.5858069 × 1025
MonotonicityNot monotonic
2023-12-11T06:33:04.266697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
409477280000 1
 
1.8%
22105411343000 1
 
1.8%
212986633000 1
 
1.8%
11626425521000 1
 
1.8%
-313345351000 1
 
1.8%
-100358718000 1
 
1.8%
11939770872000 1
 
1.8%
189408162000 1
 
1.8%
11076281145000 1
 
1.8%
-990388593000 1
 
1.8%
Other values (45) 45
81.8%
ValueCountFrequency (%)
-1270041469000 1
1.8%
-1201910406000 1
1.8%
-990388593000 1
1.8%
-985260429000 1
1.8%
-800980431000 1
1.8%
-743160000000 1
1.8%
-579151864000 1
1.8%
-513107353000 1
1.8%
-390764601000 1
1.8%
-354648682000 1
1.8%
ValueCountFrequency (%)
22105411343000 1
1.8%
20782226610000 1
1.8%
19174550171000 1
1.8%
18819901489000 1
1.8%
16464948025000 1
1.8%
15997841093000 1
1.8%
15951840672000 1
1.8%
15607076492000 1
1.8%
15192651629000 1
1.8%
15114427970000 1
1.8%

Interactions

2023-12-11T06:33:03.266562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:33:03.108333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:33:03.345330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:33:03.185323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T06:33:04.405685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도항목구분명금액(원)
회계연도1.0000.0000.664
항목구분명0.0001.0000.602
금액(원)0.6640.6021.000
2023-12-11T06:33:04.503731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도금액(원)항목구분명
회계연도1.0000.3370.000
금액(원)0.3371.0000.412
항목구분명0.0000.4121.000

Missing values

2023-12-11T06:33:03.458208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T06:33:03.529630image/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)
02023순세계잉여금(E)409477280000
12023통합재정수입(B)22105411343000
22023통합재정수지Ⅰ(A=B-C)1323184733000
32023통합재정수지Ⅱ(D=A+E)1732662013000
42023통합재정지출(C)20782226610000
52022순세계잉여금(E)390446412000
62022통합재정수입(B)18819901489000
72022통합재정수지Ⅰ(A=B-C)-354648682000
82022통합재정수지Ⅱ(D=A+E)35797730000
92022통합재정지출(C)19174550171000
회계연도항목구분명금액(원)
452014순세계잉여금(E)242100429000
462014통합재정수입(B)10293212303000
472014통합재정수지Ⅰ(A=B-C)-985260429000
482014통합재정수지Ⅱ(D=A+E)-743160000000
492014통합재정지출(C)11278472732000
502013순세계잉여금(E)232654864000
512013통합재정수입(B)10354495991000
522013통합재정수지Ⅰ(A=B-C)-579151864000
532013통합재정수지Ⅱ(D=A+E)-346497000000
542013통합재정지출(C)10933647855000