Overview

Dataset statistics

Number of variables7
Number of observations44
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory60.0 B

Variable types

Numeric1
Categorical3
DateTime3

Dataset

Description8세 이하 또는 초등학교 2학년 이하의 자녀가 있는 남녀 근로자가 양육을 목적으로 사용하는 휴직제도입니다.한국장학재단은 전년도 1개월 이상 육아휴직을 사용 한 직원 현황을 데이터로 제공하고 있습니다.
Author한국장학재단
URLhttps://www.data.go.kr/data/15080684/fileData.do

Alerts

휴직사유 has constant value ""Constant
직급 is highly overall correlated with 직위High correlation
직위 is highly overall correlated with 직급High correlation
직위 is highly imbalanced (73.3%)Imbalance
순번 has unique valuesUnique

Reproduction

Analysis started2024-03-23 05:48:06.643503
Analysis finished2024-03-23 05:48:07.881850
Duration1.24 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.5
Minimum1
Maximum44
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size528.0 B
2024-03-23T14:48:07.991165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.15
Q111.75
median22.5
Q333.25
95-th percentile41.85
Maximum44
Range43
Interquartile range (IQR)21.5

Descriptive statistics

Standard deviation12.845233
Coefficient of variation (CV)0.57089923
Kurtosis-1.2
Mean22.5
Median Absolute Deviation (MAD)11
Skewness0
Sum990
Variance165
MonotonicityStrictly increasing
2024-03-23T14:48:08.162870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
1 1
 
2.3%
24 1
 
2.3%
26 1
 
2.3%
27 1
 
2.3%
28 1
 
2.3%
29 1
 
2.3%
30 1
 
2.3%
31 1
 
2.3%
32 1
 
2.3%
33 1
 
2.3%
Other values (34) 34
77.3%
ValueCountFrequency (%)
1 1
2.3%
2 1
2.3%
3 1
2.3%
4 1
2.3%
5 1
2.3%
6 1
2.3%
7 1
2.3%
8 1
2.3%
9 1
2.3%
10 1
2.3%
ValueCountFrequency (%)
44 1
2.3%
43 1
2.3%
42 1
2.3%
41 1
2.3%
40 1
2.3%
39 1
2.3%
38 1
2.3%
37 1
2.3%
36 1
2.3%
35 1
2.3%

직급
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)18.2%
Missing0
Missing (%)0.0%
Memory size484.0 B
4급
22 
행정직 2급
11 
5급(공채)
5 
5급
 
2
3급
 
1
Other values (3)
3 

Length

Max length11
Median length2
Mean length3.8636364
Min length2

Unique

Unique4 ?
Unique (%)9.1%

Sample

1st row4급
2nd row4급
3rd row4급
4th row4급
5th row4급

Common Values

ValueCountFrequency (%)
4급 22
50.0%
행정직 2급 11
25.0%
5급(공채) 5
 
11.4%
5급 2
 
4.5%
3급 1
 
2.3%
5급(단시간) 1
 
2.3%
행정직 1급 1
 
2.3%
행정직 2급(단시간) 1
 
2.3%

Length

2024-03-23T14:48:08.347062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T14:48:08.538734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
4급 22
38.6%
행정직 13
22.8%
2급 11
19.3%
5급(공채 5
 
8.8%
5급 2
 
3.5%
3급 1
 
1.8%
5급(단시간 1
 
1.8%
1급 1
 
1.8%
2급(단시간 1
 
1.8%

직위
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size484.0 B
팀원
42 
팀장(휴직)
 
2

Length

Max length6
Median length2
Mean length2.1818182
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
팀원 42
95.5%
팀장(휴직) 2
 
4.5%

Length

2024-03-23T14:48:08.761809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T14:48:08.987827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
팀원 42
95.5%
팀장(휴직 2
 
4.5%

휴직사유
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size484.0 B
육아휴직(근속인정)
44 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row육아휴직(근속인정)
2nd row육아휴직(근속인정)
3rd row육아휴직(근속인정)
4th row육아휴직(근속인정)
5th row육아휴직(근속인정)

Common Values

ValueCountFrequency (%)
육아휴직(근속인정) 44
100.0%

Length

2024-03-23T14:48:09.153471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T14:48:09.296095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
육아휴직(근속인정 44
100.0%

휴직시작일
Date

Distinct42
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size484.0 B
Minimum2020-06-11 00:00:00
Maximum2023-11-01 00:00:00
2024-03-23T14:48:09.453313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T14:48:09.644005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)

휴직종료일
Date

Distinct37
Distinct (%)84.1%
Missing0
Missing (%)0.0%
Memory size484.0 B
Minimum2023-01-31 00:00:00
Maximum2026-09-08 00:00:00
2024-03-23T14:48:09.891351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T14:48:10.095654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)

복직예정일
Date

Distinct37
Distinct (%)84.1%
Missing0
Missing (%)0.0%
Memory size484.0 B
Minimum2023-02-21 00:00:00
Maximum2026-09-09 00:00:00
2024-03-23T14:48:10.263133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T14:48:10.454132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)

Interactions

2024-03-23T14:48:07.293063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-23T14:48:10.607335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번직급직위휴직시작일휴직종료일복직예정일
순번1.0000.6880.0000.8370.8870.785
직급0.6881.0000.8160.0000.8470.956
직위0.0000.8161.0001.0001.0001.000
휴직시작일0.8370.0001.0001.0000.9270.927
휴직종료일0.8870.8471.0000.9271.0000.998
복직예정일0.7850.9561.0000.9270.9981.000
2024-03-23T14:48:10.788673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
직위직급
직위1.0000.588
직급0.5881.000
2024-03-23T14:48:10.919496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번직급직위
순번1.0000.4000.000
직급0.4001.0000.588
직위0.0000.5881.000

Missing values

2024-03-23T14:48:07.607440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-23T14:48:07.811530image/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

순번직급직위휴직사유휴직시작일휴직종료일복직예정일
014급팀원육아휴직(근속인정)2022-02-212023-02-202023-02-21
124급팀원육아휴직(근속인정)2022-06-092024-06-302024-07-01
234급팀원육아휴직(근속인정)2023-01-252024-01-142024-01-15
344급팀원육아휴직(근속인정)2023-02-282025-02-272025-02-28
454급팀원육아휴직(근속인정)2023-04-012025-04-252025-04-26
565급(공채)팀원육아휴직(근속인정)2022-04-292023-04-282023-04-29
675급(공채)팀원육아휴직(근속인정)2023-09-102026-09-082026-09-09
784급팀원육아휴직(근속인정)2022-08-012023-07-312023-08-01
894급팀원육아휴직(근속인정)2023-11-012024-12-062024-12-07
9104급팀원육아휴직(근속인정)2023-01-012023-03-192023-03-20
순번직급직위휴직사유휴직시작일휴직종료일복직예정일
3435행정직 2급팀원육아휴직(근속인정)2023-09-212024-09-192024-09-20
3536행정직 2급팀원육아휴직(근속인정)2022-04-172024-07-012024-07-02
3637행정직 2급팀원육아휴직(근속인정)2021-05-312023-05-302023-05-31
3738행정직 2급팀원육아휴직(근속인정)2020-06-112023-06-102023-06-11
3839행정직 2급팀원육아휴직(근속인정)2023-06-112024-06-092024-06-10
3940행정직 2급팀원육아휴직(근속인정)2021-09-212023-04-022023-04-29
4041행정직 2급팀원육아휴직(근속인정)2023-02-192024-12-312025-01-01
4142행정직 2급팀원육아휴직(근속인정)2022-09-272025-06-142025-06-15
4243행정직 2급팀원육아휴직(근속인정)2022-11-012023-10-312023-11-01
4344행정직 2급(단시간)팀원육아휴직(근속인정)2022-03-232024-01-142024-04-01