Overview

Dataset statistics

Number of variables6
Number of observations160
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.9 KiB
Average record size in memory50.8 B

Variable types

Categorical4
Numeric2

Dataset

Description한국국제협력단 임직원 수 관련 정보로, 임직원 여부, 분류(기관장, 이사, 감사 등), 근무형태(상임, 비상임 여부), 구분(정원, 현원), 연도별 인원의 데이터를 제공합니다.
Author한국국제협력단
URLhttps://www.data.go.kr/data/3073094/fileData.do

Alerts

구분 is highly overall correlated with 분류 and 1 other fieldsHigh correlation
분류 is highly overall correlated with 임직원 and 2 other fieldsHigh correlation
임직원 is highly overall correlated with 분류 and 1 other fieldsHigh correlation
근무형태 is highly overall correlated with 임직원 and 2 other fieldsHigh correlation
인원(명) has 61 (38.1%) zerosZeros

Reproduction

Analysis started2023-12-12 22:13:13.113609
Analysis finished2023-12-12 22:13:13.828482
Duration0.71 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

임직원
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
임원
80 
정규직
80 

Length

Max length3
Median length2.5
Mean length2.5
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
임원 80
50.0%
정규직 80
50.0%

Length

2023-12-13T07:13:13.882412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:13:13.971405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
임원 80
50.0%
정규직 80
50.0%

분류
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
일반정규직
40 
무기계약직
40 
기관장
24 
이사
24 
감사
24 

Length

Max length5
Median length4
Mean length3.65
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row기관장
2nd row기관장
3rd row기관장
4th row이사
5th row이사

Common Values

ValueCountFrequency (%)
일반정규직 40
25.0%
무기계약직 40
25.0%
기관장 24
15.0%
이사 24
15.0%
감사 24
15.0%
기타 8
 
5.0%

Length

2023-12-13T07:13:14.078939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:13:14.175592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반정규직 40
25.0%
무기계약직 40
25.0%
기관장 24
15.0%
이사 24
15.0%
감사 24
15.0%
기타 8
 
5.0%

구분
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
정원
72 
현원
56 
비상임
24 
기타
8 

Length

Max length3
Median length2
Mean length2.15
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row정원
2nd row현원
3rd row비상임
4th row정원
5th row현원

Common Values

ValueCountFrequency (%)
정원 72
45.0%
현원 56
35.0%
비상임 24
 
15.0%
기타 8
 
5.0%

Length

2023-12-13T07:13:14.292418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:13:14.397437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정원 72
45.0%
현원 56
35.0%
비상임 24
 
15.0%
기타 8
 
5.0%

근무형태
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
상임
48 
비상임
24 
일반정원
16 
별도정원
16 
탄력정원
16 
Other values (3)
40 

Length

Max length4
Median length3
Mean length2.95
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row상임
2nd row상임
3rd row비상임
4th row상임
5th row상임

Common Values

ValueCountFrequency (%)
상임 48
30.0%
비상임 24
15.0%
일반정원 16
 
10.0%
별도정원 16
 
10.0%
탄력정원 16
 
10.0%
전일제 16
 
10.0%
단시간 16
 
10.0%
기타 8
 
5.0%

Length

2023-12-13T07:13:14.529664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:13:14.658993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
상임 48
30.0%
비상임 24
15.0%
일반정원 16
 
10.0%
별도정원 16
 
10.0%
탄력정원 16
 
10.0%
전일제 16
 
10.0%
단시간 16
 
10.0%
기타 8
 
5.0%

연도
Real number (ℝ)

Distinct8
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2018.5
Minimum2015
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-13T07:13:14.774625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2015
5-th percentile2015
Q12016.75
median2018.5
Q32020.25
95-th percentile2022
Maximum2022
Range7
Interquartile range (IQR)3.5

Descriptive statistics

Standard deviation2.2984819
Coefficient of variation (CV)0.0011387079
Kurtosis-1.2392163
Mean2018.5
Median Absolute Deviation (MAD)2
Skewness0
Sum322960
Variance5.2830189
MonotonicityIncreasing
2023-12-13T07:13:14.867589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
2015 20
12.5%
2016 20
12.5%
2017 20
12.5%
2018 20
12.5%
2019 20
12.5%
2020 20
12.5%
2021 20
12.5%
2022 20
12.5%
ValueCountFrequency (%)
2015 20
12.5%
2016 20
12.5%
2017 20
12.5%
2018 20
12.5%
2019 20
12.5%
2020 20
12.5%
2021 20
12.5%
2022 20
12.5%
ValueCountFrequency (%)
2022 20
12.5%
2021 20
12.5%
2020 20
12.5%
2019 20
12.5%
2018 20
12.5%
2017 20
12.5%
2016 20
12.5%
2015 20
12.5%

인원(명)
Real number (ℝ)

ZEROS 

Distinct41
Distinct (%)25.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.768938
Minimum0
Maximum466
Zeros61
Zeros (%)38.1%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-13T07:13:14.996844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q39
95-th percentile381.15
Maximum466
Range466
Interquartile range (IQR)9

Descriptive statistics

Standard deviation119.49812
Coefficient of variation (CV)2.3082976
Kurtosis4.8084262
Mean51.768938
Median Absolute Deviation (MAD)1
Skewness2.465226
Sum8283.03
Variance14279.8
MonotonicityNot monotonic
2023-12-13T07:13:15.112201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=41)
ValueCountFrequency (%)
0.0 61
38.1%
1.0 27
16.9%
4.0 16
 
10.0%
3.0 5
 
3.1%
9.0 4
 
2.5%
8.0 3
 
1.9%
10.0 3
 
1.9%
1.63 2
 
1.2%
6.0 2
 
1.2%
134.0 2
 
1.2%
Other values (31) 35
21.9%
ValueCountFrequency (%)
0.0 61
38.1%
1.0 27
16.9%
1.38 1
 
0.6%
1.63 2
 
1.2%
2.88 1
 
0.6%
3.0 5
 
3.1%
3.51 1
 
0.6%
4.0 16
 
10.0%
6.0 2
 
1.2%
8.0 3
 
1.9%
ValueCountFrequency (%)
466.0 1
0.6%
460.0 1
0.6%
459.0 1
0.6%
449.0 1
0.6%
438.0 1
0.6%
434.0 1
0.6%
414.0 1
0.6%
403.0 1
0.6%
380.0 1
0.6%
368.0 1
0.6%

Interactions

2023-12-13T07:13:13.537056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:13:13.367512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:13:13.624546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:13:13.455112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:13:15.194182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
임직원분류구분근무형태연도인원(명)
임직원1.0001.0000.6961.0000.0000.438
분류1.0001.0000.7780.8000.0000.479
구분0.6960.7781.0000.9970.0000.084
근무형태1.0000.8000.9971.0000.0000.636
연도0.0000.0000.0000.0001.0000.000
인원(명)0.4380.4790.0840.6360.0001.000
2023-12-13T07:13:15.292712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분분류임직원근무형태
구분1.0000.6170.4900.919
분류0.6171.0000.9870.606
임직원0.4900.9871.0000.981
근무형태0.9190.6060.9811.000
2023-12-13T07:13:15.373850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도인원(명)임직원분류구분근무형태
연도1.0000.0850.0000.0000.0000.000
인원(명)0.0851.0000.4620.3090.0550.406
임직원0.0000.4621.0000.9870.4900.981
분류0.0000.3090.9871.0000.6170.606
구분0.0000.0550.4900.6171.0000.919
근무형태0.0000.4060.9810.6060.9191.000

Missing values

2023-12-13T07:13:13.709847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:13:13.791948image/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

임직원분류구분근무형태연도인원(명)
0임원기관장정원상임20151.0
1임원기관장현원상임20151.0
2임원기관장비상임비상임20150.0
3임원이사정원상임20154.0
4임원이사현원상임20154.0
5임원이사비상임비상임20158.0
6임원감사정원상임20150.0
7임원감사현원상임20150.0
8임원감사비상임비상임20151.0
9임원기타기타기타20150.0
임직원분류구분근무형태연도인원(명)
150정규직일반정규직정원일반정원2022466.0
151정규직일반정규직정원별도정원202210.0
152정규직일반정규직정원탄력정원20220.0
153정규직일반정규직현원전일제2022460.0
154정규직일반정규직현원단시간20223.0
155정규직무기계약직정원일반정원2022133.0
156정규직무기계약직정원별도정원20220.0
157정규직무기계약직정원탄력정원20220.0
158정규직무기계약직현원전일제2022112.0
159정규직무기계약직현원단시간20220.0