Overview

Dataset statistics

Number of variables3
Number of observations49
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 KiB
Average record size in memory28.7 B

Variable types

Numeric2
Categorical1

Dataset

Description경기도 교육재정 무상급식(결산) 현황
Author교육부
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=ZXAHX9UKKNPM852T6J5O23769071&infSeq=2

Alerts

금액(원) has 9 (18.4%) zerosZeros

Reproduction

Analysis started2023-12-10 21:17:52.858510
Analysis finished2023-12-10 21:17:53.640640
Duration0.78 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

회계연도
Real number (ℝ)

Distinct7
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2013
Minimum2010
Maximum2016
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size573.0 B
2023-12-11T06:17:53.682956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2010
5-th percentile2010
Q12011
median2013
Q32015
95-th percentile2016
Maximum2016
Range6
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.0207259
Coefficient of variation (CV)0.001003838
Kurtosis-1.2543941
Mean2013
Median Absolute Deviation (MAD)2
Skewness0
Sum98637
Variance4.0833333
MonotonicityDecreasing
2023-12-11T06:17:53.789456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
2016 7
14.3%
2015 7
14.3%
2014 7
14.3%
2013 7
14.3%
2012 7
14.3%
2011 7
14.3%
2010 7
14.3%
ValueCountFrequency (%)
2010 7
14.3%
2011 7
14.3%
2012 7
14.3%
2013 7
14.3%
2014 7
14.3%
2015 7
14.3%
2016 7
14.3%
ValueCountFrequency (%)
2016 7
14.3%
2015 7
14.3%
2014 7
14.3%
2013 7
14.3%
2012 7
14.3%
2011 7
14.3%
2010 7
14.3%

항목구분명
Categorical

Distinct7
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size524.0 B
광역자치단체
7 
교육청(무상급식 지원비)
7 
교육청(토·공휴일중식지원비)
7 
기초자치단체
7 
무상급식 지원비
7 
Other values (2)
14 

Length

Max length15
Median length11
Mean length9.8571429
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row광역자치단체
2nd row교육청(무상급식 지원비)
3rd row교육청(토·공휴일중식지원비)
4th row기초자치단체
5th row무상급식 지원비

Common Values

ValueCountFrequency (%)
광역자치단체 7
14.3%
교육청(무상급식 지원비) 7
14.3%
교육청(토·공휴일중식지원비) 7
14.3%
기초자치단체 7
14.3%
무상급식 지원비 7
14.3%
무상급식비 지원 합계 7
14.3%
토·공휴일중식지원비 7
14.3%

Length

2023-12-11T06:17:53.923839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:17:54.029007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
지원비 14
18.2%
광역자치단체 7
9.1%
교육청(무상급식 7
9.1%
교육청(토·공휴일중식지원비 7
9.1%
기초자치단체 7
9.1%
무상급식 7
9.1%
무상급식비 7
9.1%
지원 7
9.1%
합계 7
9.1%
토·공휴일중식지원비 7
9.1%

금액(원)
Real number (ℝ)

ZEROS 

Distinct32
Distinct (%)65.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5816142 × 1011
Minimum0
Maximum7.8257429 × 1011
Zeros9
Zeros (%)18.4%
Negative0
Negative (%)0.0%
Memory size573.0 B
2023-12-11T06:17:54.138532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q18.38755 × 109
median2.2272412 × 1011
Q34.3361745 × 1011
95-th percentile7.730483 × 1011
Maximum7.8257429 × 1011
Range7.8257429 × 1011
Interquartile range (IQR)4.252299 × 1011

Descriptive statistics

Standard deviation2.7653697 × 1011
Coefficient of variation (CV)1.0711785
Kurtosis-0.90103485
Mean2.5816142 × 1011
Median Absolute Deviation (MAD)2.1417412 × 1011
Skewness0.69207618
Sum1.264991 × 1013
Variance7.6472695 × 1022
MonotonicityNot monotonic
2023-12-11T06:17:54.274229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
0 9
18.4%
8665425000 4
 
8.2%
23700000000 2
 
4.1%
417725404000 2
 
4.1%
7034699380 2
 
4.1%
8387550000 2
 
4.1%
233991890000 2
 
4.1%
8550000000 2
 
4.1%
174080196000 1
 
2.0%
59911694000 1
 
2.0%
Other values (22) 22
44.9%
ValueCountFrequency (%)
0 9
18.4%
7034699380 2
 
4.1%
8387550000 2
 
4.1%
8550000000 2
 
4.1%
8665425000 4
8.2%
23700000000 2
 
4.1%
59911694000 1
 
2.0%
147971245000 1
 
2.0%
174080196000 1
 
2.0%
222724124000 1
 
2.0%
ValueCountFrequency (%)
782574285260 1
2.0%
780422879560 1
2.0%
773908860260 1
2.0%
771757454560 1
2.0%
729092774740 1
2.0%
720705224740 1
2.0%
698243392250 1
2.0%
689693392250 1
2.0%
574585962380 1
2.0%
567551263000 1
2.0%

Interactions

2023-12-11T06:17:53.160540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:17:52.944012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:17:53.236561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:17:53.068139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T06:17:54.353104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도항목구분명금액(원)
회계연도1.0000.0000.313
항목구분명0.0001.0000.655
금액(원)0.3130.6551.000
2023-12-11T06:17:54.434587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회계연도금액(원)항목구분명
회계연도1.0000.3300.000
금액(원)0.3301.0000.407
항목구분명0.0000.4071.000

Missing values

2023-12-11T06:17:53.549953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T06:17:53.613124image/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)
02016광역자치단체23700000000
12016교육청(무상급식 지원비)391067287250
22016교육청(토·공휴일중식지원비)8550000000
32016기초자치단체274926105000
42016무상급식 지원비689693392250
52016무상급식비 지원 합계698243392250
62016토·공휴일중식지원비8550000000
72015광역자치단체23700000000
82015교육청(무상급식 지원비)436510851560
92015교육청(토·공휴일중식지원비)8665425000
회계연도항목구분명금액(원)
392011무상급식 지원비417725404000
402011무상급식비 지원 합계417725404000
412011토·공휴일중식지원비0
422010광역자치단체0
432010교육청(무상급식 지원비)174080196000
442010교육청(토·공휴일중식지원비)0
452010기초자치단체59911694000
462010무상급식 지원비233991890000
472010무상급식비 지원 합계233991890000
482010토·공휴일중식지원비0