Overview

Dataset statistics

Number of variables4
Number of observations48
Missing cells1
Missing cells (%)0.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.7 KiB
Average record size in memory35.8 B

Variable types

Categorical3
Numeric1

Dataset

Description내일채움공제 지급이율 등 제이율 현황 공공데이터는 청년내일채움공제(2,3년형), 내일채움공제(5년), 청년재직자내일채움공제(5년)*시계열(분기) 형태로 개방하였습니다.
Author중소벤처기업진흥공단
URLhttps://www.data.go.kr/data/15086281/fileData.do

Alerts

구분 is highly overall correlated with 공제구분High correlation
공제구분 is highly overall correlated with 구분High correlation
이율 has 1 (2.1%) missing valuesMissing

Reproduction

Analysis started2023-12-12 22:56:56.843497
Analysis finished2023-12-12 22:56:57.190742
Duration0.35 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

분기
Categorical

Distinct4
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size516.0 B
2022년4분기
12 
2023년1분기
12 
2023년2분기
12 
2023년3분기
12 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022년4분기
2nd row2022년4분기
3rd row2022년4분기
4th row2022년4분기
5th row2022년4분기

Common Values

ValueCountFrequency (%)
2022년4분기 12
25.0%
2023년1분기 12
25.0%
2023년2분기 12
25.0%
2023년3분기 12
25.0%

Length

2023-12-13T07:56:57.248203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:56:57.350987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022년4분기 12
25.0%
2023년1분기 12
25.0%
2023년2분기 12
25.0%
2023년3분기 12
25.0%

구분
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size516.0 B
지급이율
24 
중도해지이율
8 
분할금이율
4 
해지후이율
4 
분할금 중도일괄지급 이율
4 

Length

Max length13
Median length10.5
Mean length5.5833333
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row지급이율
2nd row지급이율
3rd row지급이율
4th row지급이율
5th row지급이율

Common Values

ValueCountFrequency (%)
지급이율 24
50.0%
중도해지이율 8
 
16.7%
분할금이율 4
 
8.3%
해지후이율 4
 
8.3%
분할금 중도일괄지급 이율 4
 
8.3%
공제계약대출이율 4
 
8.3%

Length

2023-12-13T07:56:57.449854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:56:57.546758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
지급이율 24
42.9%
중도해지이율 8
 
14.3%
분할금이율 4
 
7.1%
해지후이율 4
 
7.1%
분할금 4
 
7.1%
중도일괄지급 4
 
7.1%
이율 4
 
7.1%
공제계약대출이율 4
 
7.1%

공제구분
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size516.0 B
전체상품
16 
3년미만
8 
청년내일채움공제(2년형)
4 
청년내일채움공제(3년형)
4 
청년연계형 내일채움공제(3년)
4 
Other values (3)
12 

Length

Max length20
Median length18
Mean length9.25
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row청년내일채움공제(2년형)
2nd row청년내일채움공제(3년형)
3rd row청년연계형 내일채움공제(3년)
4th row청년재직자 내일채움공제 플러스(3년)
5th row청년재직자내일채움공제(5년)

Common Values

ValueCountFrequency (%)
전체상품 16
33.3%
3년미만 8
16.7%
청년내일채움공제(2년형) 4
 
8.3%
청년내일채움공제(3년형) 4
 
8.3%
청년연계형 내일채움공제(3년) 4
 
8.3%
청년재직자 내일채움공제 플러스(3년) 4
 
8.3%
청년재직자내일채움공제(5년) 4
 
8.3%
내일채움공제(5년) 4
 
8.3%

Length

2023-12-13T07:56:57.663583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:56:57.767239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전체상품 16
26.7%
3년미만 8
13.3%
청년내일채움공제(2년형 4
 
6.7%
청년내일채움공제(3년형 4
 
6.7%
청년연계형 4
 
6.7%
내일채움공제(3년 4
 
6.7%
청년재직자 4
 
6.7%
내일채움공제 4
 
6.7%
플러스(3년 4
 
6.7%
청년재직자내일채움공제(5년 4
 
6.7%

이율
Real number (ℝ)

MISSING 

Distinct14
Distinct (%)29.8%
Missing1
Missing (%)2.1%
Infinite0
Infinite (%)0.0%
Mean2.3668085
Minimum0.3
Maximum4.33
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-13T07:56:57.880155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.3
5-th percentile0.3
Q10.55
median2.84
Q33.37
95-th percentile4.26
Maximum4.33
Range4.03
Interquartile range (IQR)2.82

Descriptive statistics

Standard deviation1.4989505
Coefficient of variation (CV)0.63332141
Kurtosis-1.4324578
Mean2.3668085
Median Absolute Deviation (MAD)1.27
Skewness-0.35940452
Sum111.24
Variance2.2468526
MonotonicityNot monotonic
2023-12-13T07:56:57.977750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0.3 12
25.0%
4.26 6
12.5%
3.37 6
12.5%
2.84 6
12.5%
2.77 5
10.4%
0.8 4
 
8.3%
2.6 1
 
2.1%
2.93 1
 
2.1%
4.06 1
 
2.1%
3.52 1
 
2.1%
Other values (4) 4
 
8.3%
ValueCountFrequency (%)
0.3 12
25.0%
0.8 4
 
8.3%
2.6 1
 
2.1%
2.77 5
10.4%
2.84 6
12.5%
2.93 1
 
2.1%
3.04 1
 
2.1%
3.18 1
 
2.1%
3.37 6
12.5%
3.52 1
 
2.1%
ValueCountFrequency (%)
4.33 1
 
2.1%
4.26 6
12.5%
4.11 1
 
2.1%
4.06 1
 
2.1%
3.52 1
 
2.1%
3.37 6
12.5%
3.18 1
 
2.1%
3.04 1
 
2.1%
2.93 1
 
2.1%
2.84 6
12.5%

Interactions

2023-12-13T07:56:56.980022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:56:58.057725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
분기구분공제구분이율
분기1.0000.0000.0000.671
구분0.0001.0000.7520.823
공제구분0.0000.7521.0000.484
이율0.6710.8230.4841.000
2023-12-13T07:56:58.144993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
분기공제구분구분
분기1.0000.0000.000
공제구분0.0001.0000.530
구분0.0000.5301.000
2023-12-13T07:56:58.227706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
이율분기구분공제구분
이율1.0000.4870.4330.281
분기0.4871.0000.0000.000
구분0.4330.0001.0000.530
공제구분0.2810.0000.5301.000

Missing values

2023-12-13T07:56:57.090451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:56:57.159517image/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

분기구분공제구분이율
02022년4분기지급이율청년내일채움공제(2년형)2.6
12022년4분기지급이율청년내일채움공제(3년형)2.77
22022년4분기지급이율청년연계형 내일채움공제(3년)2.77
32022년4분기지급이율청년재직자 내일채움공제 플러스(3년)<NA>
42022년4분기지급이율청년재직자내일채움공제(5년)2.77
52022년4분기지급이율내일채움공제(5년)2.77
62022년4분기분할금이율전체상품2.77
72022년4분기중도해지이율3년미만0.3
82022년4분기중도해지이율3년미만0.8
92022년4분기해지후이율전체상품0.3
분기구분공제구분이율
382023년3분기지급이율청년연계형 내일채움공제(3년)2.84
392023년3분기지급이율청년재직자 내일채움공제 플러스(3년)2.84
402023년3분기지급이율청년재직자내일채움공제(5년)2.84
412023년3분기지급이율내일채움공제(5년)2.84
422023년3분기분할금이율전체상품2.84
432023년3분기중도해지이율3년미만0.3
442023년3분기중도해지이율3년미만0.8
452023년3분기해지후이율전체상품0.3
462023년3분기분할금 중도일괄지급 이율전체상품0.3
472023년3분기공제계약대출이율전체상품4.33