Overview

Dataset statistics

Number of variables3
Number of observations47
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 KiB
Average record size in memory29.8 B

Variable types

Numeric3

Dataset

Description사립학교교직원연금공단 국가부담금 현황과 관련된 데이터로 연도, 국가부담금, 국고보조금 등의 항목을 제공합니다. (단위:천원)
URLhttps://www.data.go.kr/data/15045862/fileData.do

Alerts

연도 is highly overall correlated with 국가부담금(천원) and 1 other fieldsHigh correlation
국가부담금(천원) is highly overall correlated with 연도 and 1 other fieldsHigh correlation
국고보조금(천원) is highly overall correlated with 연도 and 1 other fieldsHigh correlation
연도 has unique valuesUnique
국가부담금(천원) has unique valuesUnique
국고보조금(천원) has 35 (74.5%) zerosZeros

Reproduction

Analysis started2023-12-12 14:13:45.029491
Analysis finished2023-12-12 14:13:46.028599
Duration1 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct47
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1999
Minimum1976
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size555.0 B
2023-12-12T23:13:46.112922image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1976
5-th percentile1978.3
Q11987.5
median1999
Q32010.5
95-th percentile2019.7
Maximum2022
Range46
Interquartile range (IQR)23

Descriptive statistics

Standard deviation13.711309
Coefficient of variation (CV)0.0068590841
Kurtosis-1.2
Mean1999
Median Absolute Deviation (MAD)12
Skewness0
Sum93953
Variance188
MonotonicityStrictly increasing
2023-12-12T23:13:46.287304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
1976 1
 
2.1%
1977 1
 
2.1%
2002 1
 
2.1%
2003 1
 
2.1%
2004 1
 
2.1%
2005 1
 
2.1%
2006 1
 
2.1%
2007 1
 
2.1%
2008 1
 
2.1%
2009 1
 
2.1%
Other values (37) 37
78.7%
ValueCountFrequency (%)
1976 1
2.1%
1977 1
2.1%
1978 1
2.1%
1979 1
2.1%
1980 1
2.1%
1981 1
2.1%
1982 1
2.1%
1983 1
2.1%
1984 1
2.1%
1985 1
2.1%
ValueCountFrequency (%)
2022 1
2.1%
2021 1
2.1%
2020 1
2.1%
2019 1
2.1%
2018 1
2.1%
2017 1
2.1%
2016 1
2.1%
2015 1
2.1%
2014 1
2.1%
2013 1
2.1%

국가부담금(천원)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct47
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.319102 × 108
Minimum1295079
Maximum4.21089 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size555.0 B
2023-12-12T23:13:46.489418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1295079
5-th percentile2097404.5
Q112518050
median66319083
Q32.1783694 × 108
95-th percentile3.8516059 × 108
Maximum4.21089 × 108
Range4.1979392 × 108
Interquartile range (IQR)2.0531889 × 108

Descriptive statistics

Standard deviation1.3853453 × 108
Coefficient of variation (CV)1.0502185
Kurtosis-0.780375
Mean1.319102 × 108
Median Absolute Deviation (MAD)63909762
Skewness0.81839291
Sum6.1997793 × 109
Variance1.9191815 × 1016
MonotonicityNot monotonic
2023-12-12T23:13:46.675998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
1295079 1
 
2.1%
1717540 1
 
2.1%
172081106 1
 
2.1%
118989960 1
 
2.1%
131836786 1
 
2.1%
133318835 1
 
2.1%
144679755 1
 
2.1%
158361040 1
 
2.1%
203923468 1
 
2.1%
180095483 1
 
2.1%
Other values (37) 37
78.7%
ValueCountFrequency (%)
1295079 1
2.1%
1717540 1
2.1%
1963726 1
2.1%
2409321 1
2.1%
2902669 1
2.1%
4514500 1
2.1%
5299041 1
2.1%
7537947 1
2.1%
8078352 1
2.1%
8461194 1
2.1%
ValueCountFrequency (%)
421089000 1
2.1%
394112000 1
2.1%
387028556 1
2.1%
380802000 1
2.1%
375089436 1
2.1%
371916000 1
2.1%
337818000 1
2.1%
319576001 1
2.1%
318005933 1
2.1%
281465516 1
2.1%

국고보조금(천원)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct13
Distinct (%)27.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean111120.21
Minimum0
Maximum888366
Zeros35
Zeros (%)74.5%
Negative0
Negative (%)0.0%
Memory size555.0 B
2023-12-12T23:13:46.820397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q349893
95-th percentile690416.1
Maximum888366
Range888366
Interquartile range (IQR)49893

Descriptive statistics

Standard deviation236847.49
Coefficient of variation (CV)2.1314528
Kurtosis3.7601185
Mean111120.21
Median Absolute Deviation (MAD)0
Skewness2.2030106
Sum5222650
Variance5.6096734 × 1010
MonotonicityNot monotonic
2023-12-12T23:13:46.936936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 35
74.5%
99786 1
 
2.1%
118056 1
 
2.1%
157625 1
 
2.1%
262994 1
 
2.1%
376835 1
 
2.1%
662477 1
 
2.1%
888366 1
 
2.1%
802489 1
 
2.1%
702390 1
 
2.1%
Other values (3) 3
 
6.4%
ValueCountFrequency (%)
0 35
74.5%
99786 1
 
2.1%
118056 1
 
2.1%
157625 1
 
2.1%
180133 1
 
2.1%
262994 1
 
2.1%
361014 1
 
2.1%
376835 1
 
2.1%
610485 1
 
2.1%
662477 1
 
2.1%
ValueCountFrequency (%)
888366 1
2.1%
802489 1
2.1%
702390 1
2.1%
662477 1
2.1%
610485 1
2.1%
376835 1
2.1%
361014 1
2.1%
262994 1
2.1%
180133 1
2.1%
157625 1
2.1%

Interactions

2023-12-12T23:13:45.603876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.119608image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.372898image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.689502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.202655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.449525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.786737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.287210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:13:45.525294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T23:13:47.012231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도국가부담금(천원)국고보조금(천원)
연도1.0000.9490.655
국가부담금(천원)0.9491.0000.000
국고보조금(천원)0.6550.0001.000
2023-12-12T23:13:47.098092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도국가부담금(천원)국고보조금(천원)
연도1.0000.996-0.734
국가부담금(천원)0.9961.000-0.734
국고보조금(천원)-0.734-0.7341.000

Missing values

2023-12-12T23:13:45.910363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T23:13:45.995623image/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

연도국가부담금(천원)국고보조금(천원)
01976129507999786
119771717540118056
219781963726157625
319792409321262994
419802902669376835
519814514500662477
619825299041888366
719837537947802489
819848078352702390
919858461194610485
연도국가부담금(천원)국고보조금(천원)
3720132256672770
3820143180059330
3920153195760010
4020163378180000
4120173719160000
4220183808020000
4320193941120000
4420204210890000
4520213750894360
4620223870285560