Overview

Dataset statistics

Number of variables3
Number of observations130
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.4 KiB
Average record size in memory27.0 B

Variable types

Numeric2
Categorical1

Dataset

Description경기도 교육재정 통합 재정통계(결산) 현황
Author교육부
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=W7MJRC4TSYCNWA3DRUWF23621744&infSeq=1

Alerts

금액(원) has 18 (13.8%) zerosZeros

Reproduction

Analysis started2023-12-10 21:57:23.145357
Analysis finished2023-12-10 21:57:24.408206
Duration1.26 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

회계연도
Real number (ℝ)

Distinct13
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016
Minimum2010
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-11T06:57:24.457704image/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 deviation3.7561319
Coefficient of variation (CV)0.0018631607
Kurtosis-1.2147031
Mean2016
Median Absolute Deviation (MAD)3
Skewness0
Sum262080
Variance14.108527
MonotonicityDecreasing
2023-12-11T06:57:24.565493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
2022 10
 
7.7%
2021 10
 
7.7%
2020 10
 
7.7%
2019 10
 
7.7%
2018 10
 
7.7%
2017 10
 
7.7%
2016 10
 
7.7%
2015 10
 
7.7%
2014 10
 
7.7%
2013 10
 
7.7%
Other values (3) 30
23.1%
ValueCountFrequency (%)
2010 10
7.7%
2011 10
7.7%
2012 10
7.7%
2013 10
7.7%
2014 10
7.7%
2015 10
7.7%
2016 10
7.7%
2017 10
7.7%
2018 10
7.7%
2019 10
7.7%
ValueCountFrequency (%)
2022 10
7.7%
2021 10
7.7%
2020 10
7.7%
2019 10
7.7%
2018 10
7.7%
2017 10
7.7%
2016 10
7.7%
2015 10
7.7%
2014 10
7.7%
2013 10
7.7%

항목구분명
Categorical

Distinct10
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
내부거래(세입)
13 
내부거래(세출)
13 
보전수입
13 
보전지출
13 
세입총계
13 
Other values (5)
65 

Length

Max length8
Median length7
Mean length5.8
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row내부거래(세입)
2nd row내부거래(세출)
3rd row보전수입
4th row보전지출
5th row세입총계

Common Values

ValueCountFrequency (%)
내부거래(세입) 13
10.0%
내부거래(세출) 13
10.0%
보전수입 13
10.0%
보전지출 13
10.0%
세입총계 13
10.0%
세출총계 13
10.0%
총수입(순계) 13
10.0%
총지출(순계) 13
10.0%
통합재정수입 13
10.0%
통합재정지출 13
10.0%

Length

2023-12-11T06:57:24.701437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:57:24.837232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
내부거래(세입 13
10.0%
내부거래(세출 13
10.0%
보전수입 13
10.0%
보전지출 13
10.0%
세입총계 13
10.0%
세출총계 13
10.0%
총수입(순계 13
10.0%
총지출(순계 13
10.0%
통합재정수입 13
10.0%
통합재정지출 13
10.0%

금액(원)
Real number (ℝ)

ZEROS 

Distinct93
Distinct (%)71.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.9078234 × 1012
Minimum0
Maximum2.8070348 × 1013
Zeros18
Zeros (%)13.8%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-11T06:57:24.997904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15.4534907 × 1011
median1.0394584 × 1013
Q31.441567 × 1013
95-th percentile1.9696182 × 1013
Maximum2.8070348 × 1013
Range2.8070348 × 1013
Interquartile range (IQR)1.3870321 × 1013

Descriptive statistics

Standard deviation7.5920978 × 1012
Coefficient of variation (CV)0.8522955
Kurtosis-1.1010888
Mean8.9078234 × 1012
Median Absolute Deviation (MAD)7.6563828 × 1012
Skewness0.20920454
Sum1.158017 × 1015
Variance5.763995 × 1025
MonotonicityNot monotonic
2023-12-11T06:57:25.147774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 18
 
13.8%
2000000000 2
 
1.5%
16878037620880 2
 
1.5%
15846948377420 2
 
1.5%
14178389528660 2
 
1.5%
14415670399540 2
 
1.5%
13363529014800 2
 
1.5%
13490950337060 2
 
1.5%
12486574088260 2
 
1.5%
12816891432010 2
 
1.5%
Other values (83) 94
72.3%
ValueCountFrequency (%)
0 18
13.8%
1126760 1
 
0.8%
1873770 1
 
0.8%
194649470 1
 
0.8%
442087400 1
 
0.8%
2000000000 2
 
1.5%
18953728000 1
 
0.8%
18958793000 1
 
0.8%
66503005200 1
 
0.8%
149322831000 1
 
0.8%
ValueCountFrequency (%)
28070347860780 1
0.8%
25332146640780 1
0.8%
25277934761950 1
0.8%
23820552598080 1
0.8%
22539733541950 1
0.8%
20034414425657 1
0.8%
20015455632657 1
0.8%
19305959690090 1
0.8%
19082214588220 1
0.8%
19080214588220 1
0.8%

Interactions

2023-12-11T06:57:24.131504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:57:23.898829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:57:24.212056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:57:24.052206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T06:57:25.241939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도항목구분명금액(원)
회계연도1.0000.0000.631
항목구분명0.0001.0000.696
금액(원)0.6310.6961.000
2023-12-11T06:57:25.324681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도금액(원)항목구분명
회계연도1.0000.4220.000
금액(원)0.4221.0000.279
항목구분명0.0000.2791.000

Missing values

2023-12-11T06:57:24.308454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T06:57:24.376612image/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)
02022내부거래(세입)2738201220000
12022내부거래(세출)2738201220000
22022보전수입1511594042700
32022보전지출3233773851860
42022세입총계28070347860780
52022세출총계25277934761950
62022총수입(순계)25332146640780
72022총지출(순계)22539733541950
82022통합재정수입23820552598080
92022통합재정지출19305959690090
회계연도항목구분명금액(원)
1202010내부거래(세입)0
1212010내부거래(세출)0
1222010보전수입1641960066740
1232010보전지출1873770
1242010세입총계9569153301630
1252010세출총계8501558999800
1262010총수입(순계)9569153301630
1272010총지출(순계)8501558999800
1282010통합재정수입7927193234890
1292010통합재정지출8501557126030