Overview

Dataset statistics

Number of variables3
Number of observations117
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.1 KiB
Average record size in memory27.1 B

Variable types

Numeric2
Categorical1

Dataset

Description경기도 교육재정 재정지표 행정 운영경비 비율(결산) 현황
Author교육부
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=ZHPYFQC9NODHVAMOQCFC23709460&infSeq=2

Reproduction

Analysis started2023-12-10 21:29:58.428553
Analysis finished2023-12-10 21:29:58.921024
Duration0.49 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

회계연도
Real number (ℝ)

Distinct13
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016
Minimum2010
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-11T06:29:58.972537image/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 deviation3.7577506
Coefficient of variation (CV)0.0018639636
Kurtosis-1.2147325
Mean2016
Median Absolute Deviation (MAD)3
Skewness0
Sum235872
Variance14.12069
MonotonicityDecreasing
2023-12-11T06:29:59.085262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
2022 9
 
7.7%
2021 9
 
7.7%
2020 9
 
7.7%
2019 9
 
7.7%
2018 9
 
7.7%
2017 9
 
7.7%
2016 9
 
7.7%
2015 9
 
7.7%
2014 9
 
7.7%
2013 9
 
7.7%
Other values (3) 27
23.1%
ValueCountFrequency (%)
2010 9
7.7%
2011 9
7.7%
2012 9
7.7%
2013 9
7.7%
2014 9
7.7%
2015 9
7.7%
2016 9
7.7%
2017 9
7.7%
2018 9
7.7%
2019 9
7.7%
ValueCountFrequency (%)
2022 9
7.7%
2021 9
7.7%
2020 9
7.7%
2019 9
7.7%
2018 9
7.7%
2017 9
7.7%
2016 9
7.7%
2015 9
7.7%
2014 9
7.7%
2013 9
7.7%

항목구분명
Categorical

Distinct9
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
교육기관
13 
기본경비(교육기관)
13 
기본경비(행정기관)
13 
세출결산액
13 
인력운영경비(교육기관)
13 
Other values (4)
52 

Length

Max length12
Median length9
Mean length8
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교육기관
2nd row기본경비(교육기관)
3rd row기본경비(행정기관)
4th row세출결산액
5th row인력운영경비(교육기관)

Common Values

ValueCountFrequency (%)
교육기관 13
11.1%
기본경비(교육기관) 13
11.1%
기본경비(행정기관) 13
11.1%
세출결산액 13
11.1%
인력운영경비(교육기관) 13
11.1%
인력운영경비(행정기관) 13
11.1%
행정기관 13
11.1%
행정운영경비 13
11.1%
행정운영경비 비율 13
11.1%

Length

2023-12-11T06:29:59.234148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:29:59.371963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
행정운영경비 26
20.0%
교육기관 13
10.0%
기본경비(교육기관 13
10.0%
기본경비(행정기관 13
10.0%
세출결산액 13
10.0%
인력운영경비(교육기관 13
10.0%
인력운영경비(행정기관 13
10.0%
행정기관 13
10.0%
비율 13
10.0%

금액및비율합계
Real number (ℝ)

Distinct116
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.5853339 × 1012
Minimum57.9
Maximum2.234023 × 1013
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-11T06:29:59.545340image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum57.9
5-th percentile65.5
Q14.8273266 × 1011
median1.3326678 × 1012
Q38.2139369 × 1012
95-th percentile1.3526501 × 1013
Maximum2.234023 × 1013
Range2.234023 × 1013
Interquartile range (IQR)7.7312042 × 1012

Descriptive statistics

Standard deviation5.1414769 × 1012
Coefficient of variation (CV)1.1212874
Kurtosis0.45950469
Mean4.5853339 × 1012
Median Absolute Deviation (MAD)1.3326678 × 1012
Skewness1.0449516
Sum5.3648406 × 1014
Variance2.6434785 × 1025
MonotonicityNot monotonic
2023-12-11T06:29:59.682033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
64.3 2
 
1.7%
11920294765410.0 1
 
0.9%
67.0 1
 
0.9%
607938177140.0 1
 
0.9%
600055244430.0 1
 
0.9%
5923385036980.0 1
 
0.9%
11072941197190.0 1
 
0.9%
7882932710.0 1
 
0.9%
887201438190.0 1
 
0.9%
6810586475170.0 1
 
0.9%
Other values (106) 106
90.6%
ValueCountFrequency (%)
57.9 1
0.9%
59.4 1
0.9%
63.0 1
0.9%
63.6 1
0.9%
64.3 2
1.7%
65.8 1
0.9%
66.4 1
0.9%
66.9 1
0.9%
67.0 1
0.9%
68.3 1
0.9%
ValueCountFrequency (%)
22340229541920.0 1
0.9%
18513543282370.0 1
0.9%
17518715068140.0 1
0.9%
17324705111050.0 1
0.9%
15846948377420.0 1
0.9%
14178389528660.0 1
0.9%
13363529014800.0 1
0.9%
12944856802360.0 1
0.9%
12486574088260.0 1
0.9%
12140148462570.0 1
0.9%

Interactions

2023-12-11T06:29:58.654441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:29:58.503639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:29:58.738162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:29:58.580513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T06:29:59.758102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도항목구분명금액및비율합계
회계연도1.0000.0000.000
항목구분명0.0001.0000.805
금액및비율합계0.0000.8051.000
2023-12-11T06:29:59.843834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도금액및비율합계항목구분명
회계연도1.0000.2270.000
금액및비율합계0.2271.0000.379
항목구분명0.0000.3791.000

Missing values

2023-12-11T06:29:58.827008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T06:29:58.894985image/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

회계연도항목구분명금액및비율합계
02022교육기관11920294765410.0
12022기본경비(교육기관)1657150294750.0
22022기본경비(행정기관)56260009920.0
32022세출결산액22340229541920.0
42022인력운영경비(교육기관)10263144470660.0
52022인력운영경비(행정기관)968302027030.0
62022행정기관1024562036950.0
72022행정운영경비12944856802360.0
82022행정운영경비 비율57.9
92021교육기관10937099740985.0
회계연도항목구분명금액및비율합계
1072011행정운영경비 비율66.9
1082010교육기관5496050945440.0
1092010기본경비(교육기관)667886927650.0
1102010기본경비(행정기관)6549688900.0
1112010세출결산액8501558999800.0
1122010인력운영경비(교육기관)4828164017790.0
1132010인력운영경비(행정기관)436916074030.0
1142010행정기관443465762930.0
1152010행정운영경비5939516708370.0
1162010행정운영경비 비율69.9