Overview

Dataset statistics

Number of variables5
Number of observations78
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.3 KiB
Average record size in memory43.7 B

Variable types

Categorical3
Numeric2

Dataset

Description 장학 상품별 최대 수혜횟수 정보(상품명, 학과학제구분, 최대 수혜 횟수 등)입니다. * 해당 데이터는 실무 운영을 위한 내부 시스템 데이터로 외부에 공시되는 정보와 다를 수 있으며, 정확한 정보는 한국장학재단에 문의해주시기 바랍니다.
Author한국장학재단
URLhttps://www.data.go.kr/data/15070455/fileData.do

Alerts

상품코드 is highly overall correlated with 상품코드(설명)High correlation
상품코드(설명) is highly overall correlated with 상품코드High correlation
학과학제구분코드 is highly overall correlated with 학과학제구분코드(설명)High correlation
최대수혜횟수 is highly overall correlated with 학과학제구분코드(설명)High correlation
학과학제구분코드(설명) is highly overall correlated with 학과학제구분코드 and 1 other fieldsHigh correlation

Reproduction

Analysis started2023-12-12 13:23:19.989134
Analysis finished2023-12-12 13:23:20.783462
Duration0.79 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

상품코드
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)21.8%
Missing0
Missing (%)0.0%
Memory size756.0 B
J01003
14 
J04001
6 
J04003
6 
J04002
6 
J01008
6 
Other values (12)
40 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique3 ?
Unique (%)3.8%

Sample

1st rowJ01001
2nd rowJ01001
3rd rowJ01001
4th rowJ01001
5th rowJ01001

Common Values

ValueCountFrequency (%)
J01003 14
17.9%
J04001 6
 
7.7%
J04003 6
 
7.7%
J04002 6
 
7.7%
J01008 6
 
7.7%
J04005 6
 
7.7%
J01006 5
 
6.4%
J01005 5
 
6.4%
J01001 5
 
6.4%
J01002 4
 
5.1%
Other values (7) 15
19.2%

Length

2023-12-12T22:23:20.849673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
j01003 14
17.9%
j04003 6
 
7.7%
j04002 6
 
7.7%
j01008 6
 
7.7%
j04005 6
 
7.7%
j04001 6
 
7.7%
j01005 5
 
6.4%
j01001 5
 
6.4%
j01006 5
 
6.4%
j01002 4
 
5.1%
Other values (7) 15
19.2%

상품코드(설명)
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)21.8%
Missing0
Missing (%)0.0%
Memory size756.0 B
푸른등대 기부장학금
14 
국가장학금I유형
6 
지역인재장학금
6 
국가장학금II유형
6 
고졸 후학습자 장학금(희망사다리Ⅱ유형)
6 
Other values (12)
40 

Length

Max length21
Median length12
Mean length10.871795
Min length7

Unique

Unique3 ?
Unique (%)3.8%

Sample

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

Common Values

ValueCountFrequency (%)
푸른등대 기부장학금 14
17.9%
국가장학금I유형 6
 
7.7%
지역인재장학금 6
 
7.7%
국가장학금II유형 6
 
7.7%
고졸 후학습자 장학금(희망사다리Ⅱ유형) 6
 
7.7%
재난피해자지원장학금 6
 
7.7%
푸른등대 삼성기부장학금 5
 
6.4%
중소기업취업연계장학금(희망사다리Ⅰ유형) 5
 
6.4%
미래드림장학금 5
 
6.4%
희망드림장학금 4
 
5.1%
Other values (7) 15
19.2%

Length

2023-12-12T22:23:20.958633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
푸른등대 19
17.4%
기부장학금 14
12.8%
국가장학금i유형 6
 
5.5%
지역인재장학금 6
 
5.5%
국가장학금ii유형 6
 
5.5%
고졸 6
 
5.5%
후학습자 6
 
5.5%
장학금(희망사다리ⅱ유형 6
 
5.5%
재난피해자지원장학금 6
 
5.5%
미래드림장학금 5
 
4.6%
Other values (10) 29
26.6%

학과학제구분코드
Real number (ℝ)

HIGH CORRELATION 

Distinct15
Distinct (%)19.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9102564
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size834.0 B
2023-12-12T22:23:21.053779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median4
Q36
95-th percentile11.15
Maximum15
Range14
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.0116048
Coefficient of variation (CV)0.61332944
Kurtosis2.0797575
Mean4.9102564
Median Absolute Deviation (MAD)2
Skewness1.364901
Sum383
Variance9.0697636
MonotonicityNot monotonic
2023-12-12T22:23:21.150102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
4 16
20.5%
5 12
15.4%
6 12
15.4%
2 10
12.8%
3 9
11.5%
1 6
 
7.7%
7 2
 
2.6%
8 2
 
2.6%
9 2
 
2.6%
11 2
 
2.6%
Other values (5) 5
 
6.4%
ValueCountFrequency (%)
1 6
 
7.7%
2 10
12.8%
3 9
11.5%
4 16
20.5%
5 12
15.4%
6 12
15.4%
7 2
 
2.6%
8 2
 
2.6%
9 2
 
2.6%
10 1
 
1.3%
ValueCountFrequency (%)
15 1
 
1.3%
14 1
 
1.3%
13 1
 
1.3%
12 1
 
1.3%
11 2
 
2.6%
10 1
 
1.3%
9 2
 
2.6%
8 2
 
2.6%
7 2
 
2.6%
6 12
15.4%

학과학제구분코드(설명)
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)19.2%
Missing0
Missing (%)0.0%
Memory size756.0 B
(학부)4년제
16 
(학부)5년제
12 
(학부)6년제
12 
(학부)2년제
10 
(학부)3년제
9 
Other values (10)
19 

Length

Max length14
Median length7
Mean length7.7564103
Min length7

Unique

Unique5 ?
Unique (%)6.4%

Sample

1st row(학부)2년제
2nd row(학부)3년제
3rd row(학부)4년제
4th row(학부)5년제
5th row(학부)6년제

Common Values

ValueCountFrequency (%)
(학부)4년제 16
20.5%
(학부)5년제 12
15.4%
(학부)6년제 12
15.4%
(학부)2년제 10
12.8%
(학부)3년제 9
11.5%
(학부)1년제 6
 
7.7%
일반대학원(석사-2년이하) 2
 
2.6%
일반대학원(석사-3년) 2
 
2.6%
일반대학원(박사) 2
 
2.6%
대학원(석박사통함) 2
 
2.6%
Other values (5) 5
 
6.4%

Length

2023-12-12T22:23:21.311003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
학부)4년제 16
20.3%
학부)5년제 12
15.2%
학부)6년제 12
15.2%
학부)2년제 10
12.7%
학부)3년제 9
11.4%
학부)1년제 6
 
7.6%
일반대학원(석사-2년이하 2
 
2.5%
일반대학원(석사-3년 2
 
2.5%
일반대학원(박사 2
 
2.5%
대학원(석박사통함 2
 
2.5%
Other values (6) 6
 
7.6%

최대수혜횟수
Real number (ℝ)

HIGH CORRELATION 

Distinct6
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.9230769
Minimum2
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size834.0 B
2023-12-12T22:23:21.431675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile2
Q12
median6
Q38
95-th percentile12
Maximum12
Range10
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.5520955
Coefficient of variation (CV)0.59970444
Kurtosis-1.3138563
Mean5.9230769
Median Absolute Deviation (MAD)4
Skewness0.3022256
Sum462
Variance12.617383
MonotonicityNot monotonic
2023-12-12T22:23:21.528966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2 26
33.3%
8 13
16.7%
10 11
14.1%
4 10
 
12.8%
6 10
 
12.8%
12 8
 
10.3%
ValueCountFrequency (%)
2 26
33.3%
4 10
 
12.8%
6 10
 
12.8%
8 13
16.7%
10 11
14.1%
12 8
 
10.3%
ValueCountFrequency (%)
12 8
 
10.3%
10 11
14.1%
8 13
16.7%
6 10
 
12.8%
4 10
 
12.8%
2 26
33.3%

Interactions

2023-12-12T22:23:20.422270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:23:20.231075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:23:20.529225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:23:20.322270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T22:23:21.606254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상품코드상품코드(설명)학과학제구분코드학과학제구분코드(설명)최대수혜횟수
상품코드1.0001.0000.0000.0000.462
상품코드(설명)1.0001.0000.0000.0000.462
학과학제구분코드0.0000.0001.0001.0000.769
학과학제구분코드(설명)0.0000.0001.0001.0000.881
최대수혜횟수0.4620.4620.7690.8811.000
2023-12-12T22:23:21.718225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상품코드학과학제구분코드(설명)상품코드(설명)
상품코드1.0000.0001.000
학과학제구분코드(설명)0.0001.0000.000
상품코드(설명)1.0000.0001.000
2023-12-12T22:23:21.822700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학과학제구분코드최대수혜횟수상품코드상품코드(설명)학과학제구분코드(설명)
학과학제구분코드1.0000.4030.0000.0000.963
최대수혜횟수0.4031.0000.2130.2130.615
상품코드0.0000.2131.0001.0000.000
상품코드(설명)0.0000.2131.0001.0000.000
학과학제구분코드(설명)0.9630.6150.0000.0001.000

Missing values

2023-12-12T22:23:20.638354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T22:23:20.746049image/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

상품코드상품코드(설명)학과학제구분코드학과학제구분코드(설명)최대수혜횟수
0J01001미래드림장학금2(학부)2년제4
1J01001미래드림장학금3(학부)3년제6
2J01001미래드림장학금4(학부)4년제8
3J01001미래드림장학금5(학부)5년제10
4J01001미래드림장학금6(학부)6년제12
5J01002희망드림장학금1(학부)1년제2
6J01002희망드림장학금2(학부)2년제4
7J01002희망드림장학금4(학부)4년제8
8J01002희망드림장학금6(학부)6년제12
9J01003푸른등대 기부장학금2(학부)2년제4
상품코드상품코드(설명)학과학제구분코드학과학제구분코드(설명)최대수혜횟수
68J04003지역인재장학금3(학부)3년제2
69J04003지역인재장학금4(학부)4년제2
70J04003지역인재장학금5(학부)5년제2
71J04003지역인재장학금6(학부)6년제2
72J04005재난피해자지원장학금1(학부)1년제2
73J04005재난피해자지원장학금2(학부)2년제2
74J04005재난피해자지원장학금3(학부)3년제2
75J04005재난피해자지원장학금4(학부)4년제2
76J04005재난피해자지원장학금5(학부)5년제2
77J04005재난피해자지원장학금6(학부)6년제2