Overview

Dataset statistics

Number of variables24
Number of observations1296
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory260.8 KiB
Average record size in memory206.1 B

Variable types

Text1
Categorical10
Numeric13

Dataset

Description공공데이터 제공 표준데이터 속성정보(허용값, 표현형식/단위 등)는 [공공데이터 제공 표준] 전문을 참고하시기 바랍니다.(공공데이터포털>정보공유>자료실)
Author한국장학재단
URLhttps://www.data.go.kr/data/15107740/standard.do

Alerts

기준연도 has constant value ""Constant
데이터기준일자 has constant value ""Constant
제공기관코드 has constant value ""Constant
제공기관명 has constant value ""Constant
설립형태구분명 is highly imbalanced (54.7%)Imbalance
상태구분명 is highly imbalanced (98.3%)Imbalance
일반상환 전체 대출 인원수 has 14 (1.1%) zerosZeros
일반상환 전체 대출 금액 has 14 (1.1%) zerosZeros
일반상환 등록금 대출 인원수 has 33 (2.5%) zerosZeros
일반상환 등록금 대출 금액 has 33 (2.5%) zerosZeros
일반상환 생활비대출 인원수 has 19 (1.5%) zerosZeros
일반상환 생활비대출 금액 has 19 (1.5%) zerosZeros
취업 후 상환 전체 대출 인원수 has 181 (14.0%) zerosZeros
취업 후 상환 전체 대출 금액 has 181 (14.0%) zerosZeros
취업 후 상환 등록금 대출 인원수 has 200 (15.4%) zerosZeros
취업 후 상환 등록금 대출 금액 has 200 (15.4%) zerosZeros
취업 후 상환 생활비 대출 인원수 has 191 (14.7%) zerosZeros
취업 후 상환 생활비 대출 금액 has 191 (14.7%) zerosZeros

Reproduction

Analysis started2024-04-17 19:53:54.277629
Analysis finished2024-04-17 19:53:54.558877
Duration0.28 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

대학교명
Text

Distinct649
Distinct (%)50.1%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
2024-04-18T04:53:54.712889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length18
Mean length12.741512
Min length5

Characters and Unicode

Total characters16513
Distinct characters221
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row실천신학대학원대학교
2nd row국방대학교
3rd row김해대학교
4th row김해대학교
5th row대원대학교
ValueCountFrequency (%)
학부 444
 
19.8%
대학원 409
 
18.3%
한국폴리텍대학 36
 
1.6%
전문기술석사과정 12
 
0.5%
중앙대학교 8
 
0.4%
한국폴리텍ⅴ대학 6
 
0.3%
목포대학교(본교 4
 
0.2%
동신대학교(본교 4
 
0.2%
동서대학교(본교 4
 
0.2%
동명대학교(본교 4
 
0.2%
Other values (462) 1309
58.4%
2024-04-18T04:53:55.039095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 2327
14.1%
교 2308
14.0%
대 1831
11.1%
) 1112
 
6.7%
( 1110
 
6.7%
본 1038
 
6.3%
944
 
5.7%
원 595
 
3.6%
부 500
 
3.0%
한 230
 
1.4%
Other values (211) 4518
27.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13321
80.7%
Close Punctuation 1112
 
6.7%
Open Punctuation 1110
 
6.7%
Space Separator 944
 
5.7%
Letter Number 16
 
0.1%
Uppercase Letter 6
 
< 0.1%
Decimal Number 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 2327
17.5%
교 2308
17.3%
대 1831
13.7%
본 1038
 
7.8%
원 595
 
4.5%
부 500
 
3.8%
한 230
 
1.7%
국 228
 
1.7%
서 133
 
1.0%
스 125
 
0.9%
Other values (199) 4006
30.1%
Letter Number
ValueCountFrequency (%)
Ⅴ 6
37.5%
Ⅵ 4
25.0%
Ⅲ 2
 
12.5%
Ⅶ 2
 
12.5%
Ⅰ 2
 
12.5%
Uppercase Letter
ValueCountFrequency (%)
T 2
33.3%
C 2
33.3%
I 2
33.3%
Close Punctuation
ValueCountFrequency (%)
) 1112
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1110
100.0%
Space Separator
ValueCountFrequency (%)
944
100.0%
Decimal Number
ValueCountFrequency (%)
2 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13321
80.7%
Common 3170
 
19.2%
Latin 22
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 2327
17.5%
교 2308
17.3%
대 1831
13.7%
본 1038
 
7.8%
원 595
 
4.5%
부 500
 
3.8%
한 230
 
1.7%
국 228
 
1.7%
서 133
 
1.0%
스 125
 
0.9%
Other values (199) 4006
30.1%
Latin
ValueCountFrequency (%)
Ⅴ 6
27.3%
Ⅵ 4
18.2%
Ⅲ 2
 
9.1%
T 2
 
9.1%
C 2
 
9.1%
I 2
 
9.1%
Ⅶ 2
 
9.1%
Ⅰ 2
 
9.1%
Common
ValueCountFrequency (%)
) 1112
35.1%
( 1110
35.0%
944
29.8%
2 4
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13321
80.7%
ASCII 3176
 
19.2%
Number Forms 16
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 2327
17.5%
교 2308
17.3%
대 1831
13.7%
본 1038
 
7.8%
원 595
 
4.5%
부 500
 
3.8%
한 230
 
1.7%
국 228
 
1.7%
서 133
 
1.0%
스 125
 
0.9%
Other values (199) 4006
30.1%
ASCII
ValueCountFrequency (%)
) 1112
35.0%
( 1110
34.9%
944
29.7%
2 4
 
0.1%
T 2
 
0.1%
C 2
 
0.1%
I 2
 
0.1%
Number Forms
ValueCountFrequency (%)
Ⅴ 6
37.5%
Ⅵ 4
25.0%
Ⅲ 2
 
12.5%
Ⅶ 2
 
12.5%
Ⅰ 2
 
12.5%

대학구분명
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
대학
796 
대학원
500 

Length

Max length3
Median length2
Mean length2.3858025
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대학원
2nd row대학원
3rd row대학
4th row대학
5th row대학

Common Values

ValueCountFrequency (%)
대학 796
61.4%
대학원 500
38.6%

Length

2024-04-18T04:53:55.144549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:55.216208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대학 796
61.4%
대학원 500
38.6%

학교구분명
Categorical

Distinct12
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
대학원
417 
대학교
400 
전문대2년제
282 
대학원대학교
71 
전문대3년제
 
40
Other values (7)
86 

Length

Max length7
Median length3
Mean length4.0717593
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대학원대학교
2nd row대학원대학교
3rd row전문대2년제
4th row전문대2년제
5th row전문대2년제

Common Values

ValueCountFrequency (%)
대학원 417
32.2%
대학교 400
30.9%
전문대2년제 282
21.8%
대학원대학교 71
 
5.5%
전문대3년제 40
 
3.1%
사이버대학교 36
 
2.8%
교육대학 20
 
1.5%
전문기술석사 12
 
0.9%
전공대(전문) 6
 
0.5%
사이버대학 6
 
0.5%
Other values (2) 6
 
0.5%

Length

2024-04-18T04:53:55.301505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대학원 417
32.2%
대학교 400
30.9%
전문대2년제 282
21.8%
대학원대학교 71
 
5.5%
전문대3년제 40
 
3.1%
사이버대학교 36
 
2.8%
교육대학 20
 
1.5%
전문기술석사 12
 
0.9%
전공대(전문 6
 
0.5%
사이버대학 6
 
0.5%
Other values (2) 6
 
0.5%

설립형태구분명
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
사립
1083 
국립
193 
공립
 
20

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row사립
2nd row국립
3rd row사립
4th row사립
5th row사립

Common Values

ValueCountFrequency (%)
사립 1083
83.6%
국립 193
 
14.9%
공립 20
 
1.5%

Length

2024-04-18T04:53:55.399097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:55.473255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립 1083
83.6%
국립 193
 
14.9%
공립 20
 
1.5%

시도코드
Real number (ℝ)

Distinct17
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.867284
Minimum11
Maximum51
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:55.550401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile11
Q126
median41
Q345
95-th percentile50
Maximum51
Range40
Interquartile range (IQR)19

Descriptive statistics

Standard deviation13.873593
Coefficient of variation (CV)0.40964587
Kurtosis-1.0693215
Mean33.867284
Median Absolute Deviation (MAD)7
Skewness-0.63696933
Sum43892
Variance192.47658
MonotonicityNot monotonic
2024-04-18T04:53:55.640574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
11 278
21.5%
41 218
16.8%
47 114
8.8%
44 94
 
7.3%
26 76
 
5.9%
48 64
 
4.9%
43 62
 
4.8%
51 62
 
4.8%
45 60
 
4.6%
29 58
 
4.5%
Other values (7) 210
16.2%
ValueCountFrequency (%)
11 278
21.5%
26 76
 
5.9%
27 38
 
2.9%
28 34
 
2.6%
29 58
 
4.5%
30 58
 
4.5%
31 14
 
1.1%
36 10
 
0.8%
41 218
16.8%
43 62
 
4.8%
ValueCountFrequency (%)
51 62
 
4.8%
50 14
 
1.1%
48 64
 
4.9%
47 114
8.8%
46 42
 
3.2%
45 60
 
4.6%
44 94
7.3%
43 62
 
4.8%
41 218
16.8%
36 10
 
0.8%

시도명
Categorical

Distinct17
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
서울특별시
278 
경기도
218 
경상북도
114 
충청남도
94 
부산광역시
76 
Other values (12)
516 

Length

Max length7
Median length5
Mean length4.4598765
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도
2nd row충청남도
3rd row경상남도
4th row경상남도
5th row충청북도

Common Values

ValueCountFrequency (%)
서울특별시 278
21.5%
경기도 218
16.8%
경상북도 114
8.8%
충청남도 94
 
7.3%
부산광역시 76
 
5.9%
경상남도 64
 
4.9%
충청북도 62
 
4.8%
강원특별자치도 62
 
4.8%
전라북도 60
 
4.6%
대전광역시 58
 
4.5%
Other values (7) 210
16.2%

Length

2024-04-18T04:53:55.745106image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울특별시 278
21.5%
경기도 218
16.8%
경상북도 114
8.8%
충청남도 94
 
7.3%
부산광역시 76
 
5.9%
경상남도 64
 
4.9%
충청북도 62
 
4.8%
강원특별자치도 62
 
4.8%
전라북도 60
 
4.6%
대전광역시 58
 
4.5%
Other values (7) 210
16.2%

상태구분명
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
정상
1294 
통합
 
2

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정상 1294
99.8%
통합 2
 
0.2%

Length

2024-04-18T04:53:55.836920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:55.912110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상 1294
99.8%
통합 2
 
0.2%

기준연도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
2022
1296 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022
2nd row2022
3rd row2022
4th row2022
5th row2022

Common Values

ValueCountFrequency (%)
2022 1296
100.0%

Length

2024-04-18T04:53:55.989589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:56.063734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 1296
100.0%

기준학기
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
1학기
648 
2학기
648 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1학기
2nd row1학기
3rd row1학기
4th row2학기
5th row1학기

Common Values

ValueCountFrequency (%)
1학기 648
50.0%
2학기 648
50.0%

Length

2024-04-18T04:53:56.133921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:56.203015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1학기 648
50.0%
2학기 648
50.0%

일반상환 전체 대출 인원수
Real number (ℝ)

ZEROS 

Distinct402
Distinct (%)31.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean156.16435
Minimum0
Maximum2945
Zeros14
Zeros (%)1.1%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:56.298849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4
Q127
median75
Q3189.25
95-th percentile504.25
Maximum2945
Range2945
Interquartile range (IQR)162.25

Descriptive statistics

Standard deviation266.46467
Coefficient of variation (CV)1.7063092
Kurtosis42.681983
Mean156.16435
Median Absolute Deviation (MAD)60.5
Skewness5.5648121
Sum202389
Variance71003.421
MonotonicityNot monotonic
2024-04-18T04:53:56.396946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8 18
 
1.4%
12 18
 
1.4%
5 17
 
1.3%
11 16
 
1.2%
15 15
 
1.2%
3 15
 
1.2%
2 14
 
1.1%
37 14
 
1.1%
10 14
 
1.1%
1 14
 
1.1%
Other values (392) 1141
88.0%
ValueCountFrequency (%)
0 14
1.1%
1 14
1.1%
2 14
1.1%
3 15
1.2%
4 11
0.8%
5 17
1.3%
6 11
0.8%
7 6
 
0.5%
8 18
1.4%
9 11
0.8%
ValueCountFrequency (%)
2945 1
0.1%
2863 1
0.1%
2708 1
0.1%
2659 1
0.1%
2322 1
0.1%
2288 1
0.1%
2104 1
0.1%
2075 1
0.1%
1701 1
0.1%
1513 1
0.1%

일반상환 전체 대출 금액
Real number (ℝ)

ZEROS 

Distinct1269
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.235287 × 108
Minimum0
Maximum1.9584203 × 1010
Zeros14
Zeros (%)1.1%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:56.505434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile8839000
Q174959950
median2.3856002 × 108
Q36.0596132 × 108
95-th percentile2.2236717 × 109
Maximum1.9584203 × 1010
Range1.9584203 × 1010
Interquartile range (IQR)5.3100137 × 108

Descriptive statistics

Standard deviation1.5591949 × 109
Coefficient of variation (CV)2.5005985
Kurtosis77.784481
Mean6.235287 × 108
Median Absolute Deviation (MAD)1.9932402 × 108
Skewness7.8747052
Sum8.080932 × 1011
Variance2.4310888 × 1018
MonotonicityNot monotonic
2024-04-18T04:53:56.622983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 14
 
1.1%
1500000 6
 
0.5%
4500000 4
 
0.3%
3000000 4
 
0.3%
3010000 2
 
0.2%
9500000 2
 
0.2%
19580000 2
 
0.2%
47835000 1
 
0.1%
47685000 1
 
0.1%
146735500 1
 
0.1%
Other values (1259) 1259
97.1%
ValueCountFrequency (%)
0 14
1.1%
500000 1
 
0.1%
1500000 6
0.5%
2276000 1
 
0.1%
2400000 1
 
0.1%
2716000 1
 
0.1%
2811000 1
 
0.1%
3000000 4
 
0.3%
3010000 2
 
0.2%
3232000 1
 
0.1%
ValueCountFrequency (%)
19584202900 1
0.1%
19380638250 1
0.1%
18807497800 1
0.1%
18563854500 1
0.1%
14938983300 1
0.1%
14259228308 1
0.1%
13228717020 1
0.1%
13159463880 1
0.1%
8710029810 1
0.1%
8197842360 1
0.1%

일반상환 등록금 대출 인원수
Real number (ℝ)

ZEROS 

Distinct350
Distinct (%)27.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.01312
Minimum0
Maximum2742
Zeros33
Zeros (%)2.5%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:56.737744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q118
median60
Q3143
95-th percentile425
Maximum2742
Range2742
Interquartile range (IQR)125

Descriptive statistics

Standard deviation239.16021
Coefficient of variation (CV)1.8978993
Kurtosis50.04953
Mean126.01312
Median Absolute Deviation (MAD)49.5
Skewness6.0916168
Sum163313
Variance57197.604
MonotonicityNot monotonic
2024-04-18T04:53:56.853610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 33
 
2.5%
3 24
 
1.9%
1 23
 
1.8%
8 21
 
1.6%
4 21
 
1.6%
2 20
 
1.5%
6 19
 
1.5%
10 18
 
1.4%
12 17
 
1.3%
19 17
 
1.3%
Other values (340) 1083
83.6%
ValueCountFrequency (%)
0 33
2.5%
1 23
1.8%
2 20
1.5%
3 24
1.9%
4 21
1.6%
5 15
1.2%
6 19
1.5%
7 15
1.2%
8 21
1.6%
9 14
1.1%
ValueCountFrequency (%)
2742 1
0.1%
2702 1
0.1%
2526 1
0.1%
2467 1
0.1%
2139 1
0.1%
2103 1
0.1%
1957 1
0.1%
1919 1
0.1%
1407 1
0.1%
1349 1
0.1%

일반상환 등록금 대출 금액
Real number (ℝ)

ZEROS 

Distinct1251
Distinct (%)96.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9343082 × 108
Minimum0
Maximum1.7694203 × 1010
Zeros33
Zeros (%)2.5%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:56.957236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3047500
Q144485300
median1.5529248 × 108
Q34.4425505 × 108
95-th percentile1.7312344 × 109
Maximum1.7694203 × 1010
Range1.7694203 × 1010
Interquartile range (IQR)3.9976975 × 108

Descriptive statistics

Standard deviation1.379091 × 109
Coefficient of variation (CV)2.7949024
Kurtosis83.475547
Mean4.9343082 × 108
Median Absolute Deviation (MAD)1.3606668 × 108
Skewness8.2231818
Sum6.3948635 × 1011
Variance1.901892 × 1018
MonotonicityNot monotonic
2024-04-18T04:53:57.332510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 33
 
2.5%
2432000 5
 
0.4%
3648000 3
 
0.2%
5580000 2
 
0.2%
1216000 2
 
0.2%
4864000 2
 
0.2%
6080000 2
 
0.2%
3010000 2
 
0.2%
8512000 2
 
0.2%
14700000 2
 
0.2%
Other values (1241) 1241
95.8%
ValueCountFrequency (%)
0 33
2.5%
477000 1
 
0.1%
716000 1
 
0.1%
776000 1
 
0.1%
1082000 1
 
0.1%
1100000 1
 
0.1%
1216000 2
 
0.2%
1222000 1
 
0.1%
1247000 1
 
0.1%
1293800 1
 
0.1%
ValueCountFrequency (%)
17694202900 1
0.1%
17555938250 1
0.1%
16654397800 1
0.1%
16640604500 1
0.1%
13533483300 1
0.1%
12854078308 1
0.1%
11487967020 1
0.1%
11326463880 1
0.1%
7748329810 1
0.1%
7220242360 1
0.1%

일반상환 생활비대출 인원수
Real number (ℝ)

ZEROS 

Distinct294
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean91.792438
Minimum0
Maximum1583
Zeros19
Zeros (%)1.5%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:57.441889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3
Q118
median47
Q3110
95-th percentile301
Maximum1583
Range1583
Interquartile range (IQR)92

Descriptive statistics

Standard deviation148.22088
Coefficient of variation (CV)1.6147396
Kurtosis37.664399
Mean91.792438
Median Absolute Deviation (MAD)35
Skewness5.22224
Sum118963
Variance21969.429
MonotonicityNot monotonic
2024-04-18T04:53:57.549289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10 25
 
1.9%
3 25
 
1.9%
9 22
 
1.7%
8 20
 
1.5%
15 19
 
1.5%
11 19
 
1.5%
0 19
 
1.5%
1 19
 
1.5%
13 18
 
1.4%
5 18
 
1.4%
Other values (284) 1092
84.3%
ValueCountFrequency (%)
0 19
1.5%
1 19
1.5%
2 17
1.3%
3 25
1.9%
4 17
1.3%
5 18
1.4%
6 11
0.8%
7 14
1.1%
8 20
1.5%
9 22
1.7%
ValueCountFrequency (%)
1583 1
0.1%
1480 1
0.1%
1441 1
0.1%
1331 1
0.1%
1313 1
0.1%
1271 1
0.1%
1265 1
0.1%
1217 1
0.1%
986 1
0.1%
984 1
0.1%

일반상환 생활비대출 금액
Real number (ℝ)

ZEROS 

Distinct930
Distinct (%)71.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3009788 × 108
Minimum0
Maximum2.28215 × 109
Zeros19
Zeros (%)1.5%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:57.656106image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3862500
Q125425000
median66275000
Q31.5235 × 108
95-th percentile4.24275 × 108
Maximum2.28215 × 109
Range2.28215 × 109
Interquartile range (IQR)1.26925 × 108

Descriptive statistics

Standard deviation2.1336937 × 108
Coefficient of variation (CV)1.640068
Kurtosis38.630618
Mean1.3009788 × 108
Median Absolute Deviation (MAD)50025000
Skewness5.3026512
Sum1.6860685 × 1011
Variance4.5526488 × 1016
MonotonicityNot monotonic
2024-04-18T04:53:57.757751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 19
 
1.5%
4500000 18
 
1.4%
1500000 16
 
1.2%
3000000 14
 
1.1%
13500000 12
 
0.9%
7500000 12
 
0.9%
15000000 9
 
0.7%
6000000 9
 
0.7%
10500000 8
 
0.6%
14000000 7
 
0.5%
Other values (920) 1172
90.4%
ValueCountFrequency (%)
0 19
1.5%
500000 3
 
0.2%
1200000 1
 
0.1%
1500000 16
1.2%
2150000 1
 
0.1%
2250000 1
 
0.1%
2400000 2
 
0.2%
2650000 1
 
0.1%
3000000 14
1.1%
3500000 5
 
0.4%
ValueCountFrequency (%)
2282150000 1
0.1%
2153100000 1
0.1%
2114550000 1
0.1%
1923250000 1
0.1%
1890000000 1
0.1%
1833000000 1
0.1%
1824700000 1
0.1%
1740750000 1
0.1%
1405500000 1
0.1%
1405150000 1
0.1%

취업 후 상환 전체 대출 인원수
Real number (ℝ)

ZEROS 

Distinct562
Distinct (%)43.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean277.52083
Minimum0
Maximum2156
Zeros181
Zeros (%)14.0%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:57.856873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q16
median70
Q3465.75
95-th percentile1038.5
Maximum2156
Range2156
Interquartile range (IQR)459.75

Descriptive statistics

Standard deviation376.82227
Coefficient of variation (CV)1.3578162
Kurtosis2.8528974
Mean277.52083
Median Absolute Deviation (MAD)70
Skewness1.6740724
Sum359667
Variance141995.03
MonotonicityNot monotonic
2024-04-18T04:53:57.974615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 181
 
14.0%
1 47
 
3.6%
2 32
 
2.5%
4 24
 
1.9%
3 23
 
1.8%
6 18
 
1.4%
5 14
 
1.1%
14 14
 
1.1%
9 13
 
1.0%
8 13
 
1.0%
Other values (552) 917
70.8%
ValueCountFrequency (%)
0 181
14.0%
1 47
 
3.6%
2 32
 
2.5%
3 23
 
1.8%
4 24
 
1.9%
5 14
 
1.1%
6 18
 
1.4%
7 12
 
0.9%
8 13
 
1.0%
9 13
 
1.0%
ValueCountFrequency (%)
2156 1
0.1%
2129 1
0.1%
2058 1
0.1%
2033 1
0.1%
1914 1
0.1%
1763 1
0.1%
1752 1
0.1%
1697 1
0.1%
1689 1
0.1%
1686 1
0.1%

취업 후 상환 전체 대출 금액
Real number (ℝ)

ZEROS 

Distinct1108
Distinct (%)85.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.3767532 × 108
Minimum0
Maximum5.3587777 × 109
Zeros181
Zeros (%)14.0%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:58.119957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q117429250
median1.6956656 × 108
Q31.0000455 × 109
95-th percentile2.4624914 × 109
Maximum5.3587777 × 109
Range5.3587777 × 109
Interquartile range (IQR)9.8261626 × 108

Descriptive statistics

Standard deviation8.7150866 × 108
Coefficient of variation (CV)1.3666966
Kurtosis2.8888115
Mean6.3767532 × 108
Median Absolute Deviation (MAD)1.6956656 × 108
Skewness1.6958636
Sum8.2642722 × 1011
Variance7.5952735 × 1017
MonotonicityNot monotonic
2024-04-18T04:53:58.263554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 181
 
14.0%
1500000 5
 
0.4%
2000000 2
 
0.2%
6664000 2
 
0.2%
12000000 2
 
0.2%
4500000 2
 
0.2%
134576000 1
 
0.1%
87466660 1
 
0.1%
120251365 1
 
0.1%
128942000 1
 
0.1%
Other values (1098) 1098
84.7%
ValueCountFrequency (%)
0 181
14.0%
976000 1
 
0.1%
1000000 1
 
0.1%
1500000 5
 
0.4%
1590000 1
 
0.1%
1700000 1
 
0.1%
2000000 2
 
0.2%
2044000 1
 
0.1%
2261000 1
 
0.1%
2530000 1
 
0.1%
ValueCountFrequency (%)
5358777651 1
0.1%
4994582281 1
0.1%
4904112483 1
0.1%
4386722590 1
0.1%
4271569678 1
0.1%
4261609217 1
0.1%
3994688689 1
0.1%
3802714660 1
0.1%
3796912787 1
0.1%
3688985485 1
0.1%

취업 후 상환 등록금 대출 인원수
Real number (ℝ)

ZEROS 

Distinct419
Distinct (%)32.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean140.89043
Minimum0
Maximum1206
Zeros200
Zeros (%)15.4%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:58.399448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median33
Q3215
95-th percentile551
Maximum1206
Range1206
Interquartile range (IQR)212

Descriptive statistics

Standard deviation202.79285
Coefficient of variation (CV)1.4393656
Kurtosis3.5521943
Mean140.89043
Median Absolute Deviation (MAD)33
Skewness1.8535726
Sum182594
Variance41124.939
MonotonicityNot monotonic
2024-04-18T04:53:58.511342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 200
 
15.4%
1 56
 
4.3%
3 40
 
3.1%
2 39
 
3.0%
4 30
 
2.3%
5 27
 
2.1%
7 23
 
1.8%
6 21
 
1.6%
12 18
 
1.4%
9 17
 
1.3%
Other values (409) 825
63.7%
ValueCountFrequency (%)
0 200
15.4%
1 56
 
4.3%
2 39
 
3.0%
3 40
 
3.1%
4 30
 
2.3%
5 27
 
2.1%
6 21
 
1.6%
7 23
 
1.8%
8 17
 
1.3%
9 17
 
1.3%
ValueCountFrequency (%)
1206 1
0.1%
1189 1
0.1%
1140 1
0.1%
1092 1
0.1%
1038 1
0.1%
971 1
0.1%
936 1
0.1%
932 1
0.1%
923 1
0.1%
907 1
0.1%

취업 후 상환 등록금 대출 금액
Real number (ℝ)

ZEROS 

Distinct1083
Distinct (%)83.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.3197525 × 108
Minimum0
Maximum3.812712 × 109
Zeros200
Zeros (%)15.4%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:58.621644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q16960125
median84831750
Q34.7437115 × 108
95-th percentile1.45302 × 109
Maximum3.812712 × 109
Range3.812712 × 109
Interquartile range (IQR)4.6741102 × 108

Descriptive statistics

Standard deviation4.9713985 × 108
Coefficient of variation (CV)1.4975208
Kurtosis4.561439
Mean3.3197525 × 108
Median Absolute Deviation (MAD)84831750
Skewness2.0103702
Sum4.3023993 × 1011
Variance2.4714803 × 1017
MonotonicityNot monotonic
2024-04-18T04:53:58.733595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 200
 
15.4%
7296000 4
 
0.3%
2164000 3
 
0.2%
14408000 2
 
0.2%
976000 2
 
0.2%
8512000 2
 
0.2%
14592000 2
 
0.2%
4232000 2
 
0.2%
3648000 2
 
0.2%
9444000 2
 
0.2%
Other values (1073) 1075
82.9%
ValueCountFrequency (%)
0 200
15.4%
150000 1
 
0.1%
472633 1
 
0.1%
976000 2
 
0.2%
980400 1
 
0.1%
1000000 1
 
0.1%
1082000 1
 
0.1%
1247000 1
 
0.1%
1268000 1
 
0.1%
1340000 1
 
0.1%
ValueCountFrequency (%)
3812711981 1
0.1%
2725222873 1
0.1%
2612245956 1
0.1%
2589059217 1
0.1%
2478636466 1
0.1%
2277817392 1
0.1%
2242871141 1
0.1%
2209300996 1
0.1%
2152563876 1
0.1%
2148621173 1
0.1%

취업 후 상환 생활비 대출 인원수
Real number (ℝ)

ZEROS 

Distinct501
Distinct (%)38.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean221.56327
Minimum0
Maximum1678
Zeros191
Zeros (%)14.7%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:58.844395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14
median61.5
Q3384
95-th percentile810
Maximum1678
Range1678
Interquartile range (IQR)380

Descriptive statistics

Standard deviation301.90952
Coefficient of variation (CV)1.3626334
Kurtosis3.3087399
Mean221.56327
Median Absolute Deviation (MAD)61.5
Skewness1.758597
Sum287146
Variance91149.358
MonotonicityNot monotonic
2024-04-18T04:53:58.948279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 191
 
14.7%
1 57
 
4.4%
2 32
 
2.5%
3 29
 
2.2%
5 23
 
1.8%
4 22
 
1.7%
6 13
 
1.0%
8 13
 
1.0%
13 13
 
1.0%
15 13
 
1.0%
Other values (491) 890
68.7%
ValueCountFrequency (%)
0 191
14.7%
1 57
 
4.4%
2 32
 
2.5%
3 29
 
2.2%
4 22
 
1.7%
5 23
 
1.8%
6 13
 
1.0%
7 12
 
0.9%
8 13
 
1.0%
9 10
 
0.8%
ValueCountFrequency (%)
1678 1
0.1%
1646 1
0.1%
1643 1
0.1%
1626 1
0.1%
1604 1
0.1%
1484 1
0.1%
1455 1
0.1%
1389 1
0.1%
1367 1
0.1%
1361 2
0.2%

취업 후 상환 생활비 대출 금액
Real number (ℝ)

ZEROS 

Distinct914
Distinct (%)70.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0570007 × 108
Minimum0
Maximum2.3345301 × 109
Zeros191
Zeros (%)14.7%
Negative0
Negative (%)0.0%
Memory size11.5 KiB
2024-04-18T04:53:59.086508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q16000000
median83375000
Q35.32975 × 108
95-th percentile1.1278771 × 109
Maximum2.3345301 × 109
Range2.3345301 × 109
Interquartile range (IQR)5.26975 × 108

Descriptive statistics

Standard deviation4.1772852 × 108
Coefficient of variation (CV)1.3664653
Kurtosis3.3999624
Mean3.0570007 × 108
Median Absolute Deviation (MAD)83375000
Skewness1.773573
Sum3.9618729 × 1011
Variance1.7449712 × 1017
MonotonicityNot monotonic
2024-04-18T04:53:59.190070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 191
 
14.7%
1500000 50
 
3.9%
3000000 25
 
1.9%
4500000 23
 
1.8%
6000000 17
 
1.3%
7500000 14
 
1.1%
10500000 7
 
0.5%
9000000 6
 
0.5%
13500000 6
 
0.5%
12000000 5
 
0.4%
Other values (904) 952
73.5%
ValueCountFrequency (%)
0 191
14.7%
200000 1
 
0.1%
300000 1
 
0.1%
500000 1
 
0.1%
800000 1
 
0.1%
1000000 3
 
0.2%
1500000 50
 
3.9%
2000000 3
 
0.2%
2500000 2
 
0.2%
2550000 1
 
0.1%
ValueCountFrequency (%)
2334530120 1
0.1%
2291866527 1
0.1%
2288249464 1
0.1%
2281094576 1
0.1%
2269359408 1
0.1%
2086257123 1
0.1%
2062268682 1
0.1%
1904825945 1
0.1%
1898915062 1
0.1%
1887476334 1
0.1%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
2023-10-25
1296 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-10-25
2nd row2023-10-25
3rd row2023-10-25
4th row2023-10-25
5th row2023-10-25

Common Values

ValueCountFrequency (%)
2023-10-25 1296
100.0%

Length

2024-04-18T04:53:59.285580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:59.356204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-10-25 1296
100.0%

제공기관코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
B552529
1296 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowB552529
2nd rowB552529
3rd rowB552529
4th rowB552529
5th rowB552529

Common Values

ValueCountFrequency (%)
B552529 1296
100.0%

Length

2024-04-18T04:53:59.430218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:59.504375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
b552529 1296
100.0%

제공기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
한국장학재단
1296 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
한국장학재단 1296
100.0%

Length

2024-04-18T04:53:59.579506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:53:59.651300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국장학재단 1296
100.0%

Sample

대학교명대학구분명학교구분명설립형태구분명시도코드시도명상태구분명기준연도기준학기일반상환 전체 대출 인원수일반상환 전체 대출 금액일반상환 등록금 대출 인원수일반상환 등록금 대출 금액일반상환 생활비대출 인원수일반상환 생활비대출 금액취업 후 상환 전체 대출 인원수취업 후 상환 전체 대출 금액취업 후 상환 등록금 대출 인원수취업 후 상환 등록금 대출 금액취업 후 상환 생활비 대출 인원수취업 후 상환 생활비 대출 금액데이터기준일자제공기관코드제공기관명
0실천신학대학원대학교대학원대학원대학교사립41경기도정상20221학기8379960008259960008120000000000002023-10-25B552529한국장학재단
1국방대학교대학원대학원대학교국립44충청남도정상20221학기2650000025000000115000000000002023-10-25B552529한국장학재단
2김해대학교대학전문대2년제사립48경상남도정상20221학기1073184010008622875100062896500003067395390071844197900072293197490002023-10-25B552529한국장학재단
3김해대학교대학전문대2년제사립48경상남도정상20222학기782043850005411858500060858000003247059170041743400670042633658500002023-10-25B552529한국장학재단
4대원대학교대학전문대2년제사립43충청북도정상20221학기62149973000421009730003349000000261518800470962018504702263169500002023-10-25B552529한국장학재단
5대원대학교대학전문대2년제사립43충청북도정상20222학기43100023000225757300030424500003105998637911172258137912733740500002023-10-25B552529한국장학재단
6서일대학교대학전문대2년제사립11서울특별시정상20221학기228709079570195553629570111155450000702173476524846710820652484786527000002023-10-25B552529한국장학재단
7서일대학교대학전문대2년제사립11서울특별시정상20222학기1554574060601253504560607810695000071314745257904477736507905127008750002023-10-25B552529한국장학재단
8연암대학교대학전문대2년제사립44충청남도정상20221학기371081521003084152100162400000011732971978082222819780781069000002023-10-25B552529한국장학재단
9연암대학교대학전문대2년제사립44충청남도정상20222학기29784780002157728000152075000011523119454258111744542901194500002023-10-25B552529한국장학재단
대학교명대학구분명학교구분명설립형태구분명시도코드시도명상태구분명기준연도기준학기일반상환 전체 대출 인원수일반상환 전체 대출 금액일반상환 등록금 대출 인원수일반상환 등록금 대출 금액일반상환 생활비대출 인원수일반상환 생활비대출 금액취업 후 상환 전체 대출 인원수취업 후 상환 전체 대출 금액취업 후 상환 등록금 대출 인원수취업 후 상환 등록금 대출 금액취업 후 상환 생활비 대출 인원수취업 후 상환 생활비 대출 금액데이터기준일자제공기관코드제공기관명
1286고신대학교 신학대학원(고려신학대학원)대학원대학원사립44충청남도정상20221학기682660860006020388600045622000000000002023-10-25B552529한국장학재단
1287고신대학교 신학대학원(고려신학대학원)대학원대학원사립44충청남도정상20222학기682442500005918415000045601000000000002023-10-25B552529한국장학재단
1288동양미래대학교(본교) 전문기술석사과정대학원전문기술석사사립11서울특별시정상20221학기420960000417960000230000000000002023-10-25B552529한국장학재단
1289동양미래대학교(본교) 전문기술석사과정대학원전문기술석사사립11서울특별시정상20222학기621256000619756000115000000000002023-10-25B552529한국장학재단
1290아주자동차대학(본교) 전문기술석사과정대학원전문기술석사사립44충청남도정상20221학기21030000028800000115000000000002023-10-25B552529한국장학재단
1291아주자동차대학(본교) 전문기술석사과정대학원전문기술석사사립44충청남도정상20222학기526500000522000000345000000000002023-10-25B552529한국장학재단
1292영진전문대학교(본교) 전문기술석사과정대학원전문기술석사사립27대구광역시정상20221학기1150000000115000000000002023-10-25B552529한국장학재단
1293영진전문대학교(본교) 전문기술석사과정대학원전문기술석사사립27대구광역시정상20222학기0000001444000012940000115000002023-10-25B552529한국장학재단
1294한국영상대학교(본교) 전문기술석사과정대학원전문기술석사사립36세종특별자치시정상20221학기8343000007238000007105000001150000000115000002023-10-25B552529한국장학재단
1295한국영상대학교(본교) 전문기술석사과정대학원전문기술석사사립36세종특별자치시정상20222학기1873050000175355000013195000000000002023-10-25B552529한국장학재단