Overview

Dataset statistics

Number of variables4
Number of observations436
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.0 KiB
Average record size in memory35.3 B

Variable types

Numeric3
DateTime1

Dataset

Description사립학교교직원연금공단의 분할연금 혼인월수별 연금분할액으로써 문서처리년, 처리일,혼인월수, 법원분할율 등을 제공합니다.
URLhttps://www.data.go.kr/data/15119325/fileData.do

Alerts

법원분할율(배우자) has 38 (8.7%) zerosZeros

Reproduction

Analysis started2023-12-12 04:07:41.520469
Analysis finished2023-12-12 04:07:43.073135
Duration1.55 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

문서처리년
Real number (ℝ)

Distinct6
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.7798
Minimum2018
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.0 KiB
2023-12-12T13:07:43.136124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2018
5-th percentile2019
Q12020
median2021
Q32022
95-th percentile2023
Maximum2023
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.459698
Coefficient of variation (CV)0.00072234389
Kurtosis-1.0577478
Mean2020.7798
Median Absolute Deviation (MAD)1
Skewness-0.058739537
Sum881060
Variance2.1307181
MonotonicityIncreasing
2023-12-12T13:07:43.266127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2021 102
23.4%
2019 89
20.4%
2022 85
19.5%
2020 76
17.4%
2023 65
14.9%
2018 19
 
4.4%
ValueCountFrequency (%)
2018 19
 
4.4%
2019 89
20.4%
2020 76
17.4%
2021 102
23.4%
2022 85
19.5%
2023 65
14.9%
ValueCountFrequency (%)
2023 65
14.9%
2022 85
19.5%
2021 102
23.4%
2020 76
17.4%
2019 89
20.4%
2018 19
 
4.4%

문서처리일자
Date

Distinct326
Distinct (%)74.8%
Missing0
Missing (%)0.0%
Memory size3.5 KiB
Minimum2018-10-25 00:00:00
Maximum2023-08-10 00:00:00
2023-12-12T13:07:43.433566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:43.609700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

혼인월수
Real number (ℝ)

Distinct239
Distinct (%)54.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean284.96789
Minimum69
Maximum471
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.0 KiB
2023-12-12T13:07:43.814018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum69
5-th percentile107
Q1232
median296.5
Q3356
95-th percentile413.5
Maximum471
Range402
Interquartile range (IQR)124

Descriptive statistics

Standard deviation93.154445
Coefficient of variation (CV)0.32689453
Kurtosis-0.5463827
Mean284.96789
Median Absolute Deviation (MAD)62.5
Skewness-0.46681287
Sum124246
Variance8677.7507
MonotonicityNot monotonic
2023-12-12T13:07:44.000797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
282 7
 
1.6%
350 6
 
1.4%
276 5
 
1.1%
242 5
 
1.1%
351 5
 
1.1%
378 5
 
1.1%
372 5
 
1.1%
366 4
 
0.9%
298 4
 
0.9%
273 4
 
0.9%
Other values (229) 386
88.5%
ValueCountFrequency (%)
69 1
0.2%
70 1
0.2%
74 1
0.2%
75 1
0.2%
80 1
0.2%
86 1
0.2%
87 2
0.5%
88 2
0.5%
91 1
0.2%
92 1
0.2%
ValueCountFrequency (%)
471 1
0.2%
463 1
0.2%
459 1
0.2%
458 1
0.2%
449 1
0.2%
447 1
0.2%
444 1
0.2%
442 1
0.2%
438 1
0.2%
437 1
0.2%

법원분할율(배우자)
Real number (ℝ)

ZEROS 

Distinct28
Distinct (%)6.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean46.760932
Minimum0
Maximum151.01123
Zeros38
Zeros (%)8.7%
Negative0
Negative (%)0.0%
Memory size4.0 KiB
2023-12-12T13:07:44.198149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q150
median50
Q350
95-th percentile60
Maximum151.01123
Range151.01123
Interquartile range (IQR)0

Descriptive statistics

Standard deviation17.83559
Coefficient of variation (CV)0.38142074
Kurtosis6.2318985
Mean46.760932
Median Absolute Deviation (MAD)0
Skewness-0.45354042
Sum20387.766
Variance318.10825
MonotonicityNot monotonic
2023-12-12T13:07:44.353467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
50.0 353
81.0%
0.0 38
 
8.7%
40.0 6
 
1.4%
60.0 6
 
1.4%
100.0 6
 
1.4%
25.0 2
 
0.5%
30.0 2
 
0.5%
70.0 2
 
0.5%
45.0 2
 
0.5%
75.0 1
 
0.2%
Other values (18) 18
 
4.1%
ValueCountFrequency (%)
0.0 38
8.7%
3.3333 1
 
0.2%
20.0 1
 
0.2%
22.0 1
 
0.2%
25.0 2
 
0.5%
30.0 2
 
0.5%
31.0 1
 
0.2%
33.3 1
 
0.2%
35.0 1
 
0.2%
39.346405 1
 
0.2%
ValueCountFrequency (%)
151.01123 1
 
0.2%
113.37209 1
 
0.2%
111.26373 1
 
0.2%
100.0 6
1.4%
91.6265 1
 
0.2%
90.0 1
 
0.2%
80.0 1
 
0.2%
79.5479 1
 
0.2%
75.0 1
 
0.2%
70.0 2
 
0.5%

Interactions

2023-12-12T13:07:42.490440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:41.673955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:42.102094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:42.605264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:41.802661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:42.243955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:42.745188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:41.944460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:07:42.374783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T13:07:44.482234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
문서처리년혼인월수법원분할율(배우자)
문서처리년1.0000.0000.138
혼인월수0.0001.0000.119
법원분할율(배우자)0.1380.1191.000
2023-12-12T13:07:44.598654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
문서처리년혼인월수법원분할율(배우자)
문서처리년1.0000.0250.079
혼인월수0.0251.000-0.047
법원분할율(배우자)0.079-0.0471.000

Missing values

2023-12-12T13:07:42.933472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T13:07:43.032184image/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

문서처리년문서처리일자혼인월수법원분할율(배우자)
020182018-10-2526550.0
120182018-11-0739950.0
220182018-11-12364111.26373
320182018-11-1411050.0
420182018-11-1420391.6265
520182018-11-1521749.590055
620182018-11-2128650.0
720182018-11-2135450.0
820182018-12-0324480.0
920182018-12-0533650.0
문서처리년문서처리일자혼인월수법원분할율(배우자)
42620232023-07-1719750.0
42720232023-07-18800.0
42820232023-07-203320.0
42920232023-07-2636650.0
43020232023-07-2642550.0
43120232023-08-0232150.0
43220232023-08-0317650.0
43320232023-08-0724350.0
43420232023-08-1028150.0
43520232023-08-1022450.0