Overview

Dataset statistics

Number of variables12
Number of observations922
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory90.2 KiB
Average record size in memory100.1 B

Variable types

Categorical7
Numeric3
Text1
DateTime1

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/15107738/standard.do

Alerts

기준연도 has constant value ""Constant
데이터기준일자 has constant value ""Constant
제공기관코드 has constant value ""Constant
제공기관명 has constant value ""Constant
시도코드 is highly overall correlated with 시도명High correlation
평균입학금액 is highly overall correlated with 평균등록금액High correlation
평균등록금액 is highly overall correlated with 평균입학금액High correlation
시도명 is highly overall correlated with 시도코드High correlation
본분교구분명 is highly imbalanced (79.8%)Imbalance
설립형태구분명 is highly imbalanced (53.4%)Imbalance
평균입학금액 has 464 (50.3%) zerosZeros
평균등록금액 has 12 (1.3%) zerosZeros

Reproduction

Analysis started2023-12-12 22:02:40.344167
Analysis finished2023-12-12 22:02:42.442669
Duration2.1 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준연도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
2023
922 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023
2nd row2023
3rd row2023
4th row2023
5th row2023

Common Values

ValueCountFrequency (%)
2023 922
100.0%

Length

2023-12-13T07:02:42.508779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:02:42.589237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 922
100.0%

시도코드
Real number (ℝ)

HIGH CORRELATION 

Distinct17
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.614967
Minimum11
Maximum51
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.2 KiB
2023-12-13T07:02:42.677763image/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 deviation13.915922
Coefficient of variation (CV)0.41397994
Kurtosis-1.1069474
Mean33.614967
Median Absolute Deviation (MAD)7
Skewness-0.61254035
Sum30993
Variance193.65289
MonotonicityNot monotonic
2023-12-13T07:02:42.806700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
11 203
22.0%
41 154
16.7%
47 79
 
8.6%
44 63
 
6.8%
26 59
 
6.4%
43 45
 
4.9%
30 44
 
4.8%
51 42
 
4.6%
48 41
 
4.4%
45 40
 
4.3%
Other values (7) 152
16.5%
ValueCountFrequency (%)
11 203
22.0%
26 59
 
6.4%
27 22
 
2.4%
28 23
 
2.5%
29 39
 
4.2%
30 44
 
4.8%
31 11
 
1.2%
36 11
 
1.2%
41 154
16.7%
43 45
 
4.9%
ValueCountFrequency (%)
51 42
 
4.6%
50 10
 
1.1%
48 41
 
4.4%
47 79
8.6%
46 36
 
3.9%
45 40
 
4.3%
44 63
6.8%
43 45
 
4.9%
41 154
16.7%
36 11
 
1.2%

시도명
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
서울특별시
203 
경기도
154 
경상북도
79 
충청남도
63 
부산광역시
59 
Other values (12)
364 

Length

Max length7
Median length5
Mean length4.472885
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도
2nd row서울특별시
3rd row부산광역시
4th row울산광역시
5th row충청남도

Common Values

ValueCountFrequency (%)
서울특별시 203
22.0%
경기도 154
16.7%
경상북도 79
 
8.6%
충청남도 63
 
6.8%
부산광역시 59
 
6.4%
충청북도 45
 
4.9%
대전광역시 44
 
4.8%
강원특별자치도 42
 
4.6%
경상남도 41
 
4.4%
전라북도 40
 
4.3%
Other values (7) 152
16.5%

Length

2023-12-13T07:02:42.963329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울특별시 203
22.0%
경기도 154
16.7%
경상북도 79
 
8.6%
충청남도 63
 
6.8%
부산광역시 59
 
6.4%
충청북도 45
 
4.9%
대전광역시 44
 
4.8%
강원특별자치도 42
 
4.6%
경상남도 41
 
4.4%
전라북도 40
 
4.3%
Other values (7) 152
16.5%

대학구분명
Categorical

Distinct6
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
대학
228 
특수대학원
206 
일반대학원
189 
전문대학
171 
전문대학원
106 

Length

Max length5
Median length5
Mean length4.0488069
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대학
2nd row일반대학원
3rd row전문대학
4th row전문대학
5th row대학

Common Values

ValueCountFrequency (%)
대학 228
24.7%
특수대학원 206
22.3%
일반대학원 189
20.5%
전문대학 171
18.5%
전문대학원 106
11.5%
원격대학 22
 
2.4%

Length

2023-12-13T07:02:43.109954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:02:43.256039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대학 228
24.7%
특수대학원 206
22.3%
일반대학원 189
20.5%
전문대학 171
18.5%
전문대학원 106
11.5%
원격대학 22
 
2.4%
Distinct444
Distinct (%)48.2%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
2023-12-13T07:02:43.507894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length19
Mean length6.7505423
Min length4

Characters and Unicode

Total characters6224
Distinct characters218
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique237 ?
Unique (%)25.7%

Sample

1st row가톨릭대학교
2nd row한국외국어대학교
3rd row한국폴리텍 VII 대학 부산캠퍼스
4th row한국폴리텍 VII 대학 울산캠퍼스
5th row남서울대학교
ValueCountFrequency (%)
한국폴리텍 32
 
3.2%
대학 28
 
2.8%
가톨릭대학교 9
 
0.9%
중앙대학교 7
 
0.7%
강원대학교 7
 
0.7%
홍익대학교 7
 
0.7%
전남대학교 6
 
0.6%
영산대학교 6
 
0.6%
단국대학교 6
 
0.6%
강릉원주대학교 6
 
0.6%
Other values (444) 900
88.8%
2023-12-13T07:02:43.903051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1031
16.6%
996
 
16.0%
905
 
14.5%
161
 
2.6%
155
 
2.5%
119
 
1.9%
92
 
1.5%
84
 
1.3%
84
 
1.3%
70
 
1.1%
Other values (208) 2527
40.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5997
96.4%
Space Separator 92
 
1.5%
Uppercase Letter 85
 
1.4%
Close Punctuation 25
 
0.4%
Open Punctuation 25
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1031
17.2%
996
16.6%
905
 
15.1%
161
 
2.7%
155
 
2.6%
119
 
2.0%
84
 
1.4%
84
 
1.4%
70
 
1.2%
69
 
1.2%
Other values (196) 2323
38.7%
Uppercase Letter
ValueCountFrequency (%)
I 44
51.8%
V 18
21.2%
E 6
 
7.1%
C 4
 
4.7%
R 3
 
3.5%
A 3
 
3.5%
S 3
 
3.5%
W 3
 
3.5%
T 1
 
1.2%
Space Separator
ValueCountFrequency (%)
92
100.0%
Close Punctuation
ValueCountFrequency (%)
) 25
100.0%
Open Punctuation
ValueCountFrequency (%)
( 25
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5997
96.4%
Common 142
 
2.3%
Latin 85
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1031
17.2%
996
16.6%
905
 
15.1%
161
 
2.7%
155
 
2.6%
119
 
2.0%
84
 
1.4%
84
 
1.4%
70
 
1.2%
69
 
1.2%
Other values (196) 2323
38.7%
Latin
ValueCountFrequency (%)
I 44
51.8%
V 18
21.2%
E 6
 
7.1%
C 4
 
4.7%
R 3
 
3.5%
A 3
 
3.5%
S 3
 
3.5%
W 3
 
3.5%
T 1
 
1.2%
Common
ValueCountFrequency (%)
92
64.8%
) 25
 
17.6%
( 25
 
17.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5997
96.4%
ASCII 227
 
3.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
1031
17.2%
996
16.6%
905
 
15.1%
161
 
2.7%
155
 
2.6%
119
 
2.0%
84
 
1.4%
84
 
1.4%
70
 
1.2%
69
 
1.2%
Other values (196) 2323
38.7%
ASCII
ValueCountFrequency (%)
92
40.5%
I 44
19.4%
) 25
 
11.0%
( 25
 
11.0%
V 18
 
7.9%
E 6
 
2.6%
C 4
 
1.8%
R 3
 
1.3%
A 3
 
1.3%
S 3
 
1.3%
Other values (2) 4
 
1.8%

본분교구분명
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
본교
856 
제2캠퍼
 
41
분교
 
17
제3캠퍼
 
7
제4캠퍼
 
1

Length

Max length4
Median length2
Mean length2.1062907
Min length2

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
본교 856
92.8%
제2캠퍼 41
 
4.4%
분교 17
 
1.8%
제3캠퍼 7
 
0.8%
제4캠퍼 1
 
0.1%

Length

2023-12-13T07:02:44.059622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:02:44.182135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
본교 856
92.8%
제2캠퍼 41
 
4.4%
분교 17
 
1.8%
제3캠퍼 7
 
0.8%
제4캠퍼 1
 
0.1%

설립형태구분명
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
사립
758 
국립
153 
공립
 
11

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립 758
82.2%
국립 153
 
16.6%
공립 11
 
1.2%

Length

2023-12-13T07:02:44.282772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:02:44.392890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립 758
82.2%
국립 153
 
16.6%
공립 11
 
1.2%

평균입학금액
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct208
Distinct (%)22.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean326629.06
Minimum0
Maximum1360232.8
Zeros464
Zeros (%)50.3%
Negative0
Negative (%)0.0%
Memory size8.2 KiB
2023-12-13T07:02:44.535948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3700000
95-th percentile1019000
Maximum1360232.8
Range1360232.8
Interquartile range (IQR)700000

Descriptive statistics

Standard deviation390769.34
Coefficient of variation (CV)1.1963704
Kurtosis-1.1267697
Mean326629.06
Median Absolute Deviation (MAD)0
Skewness0.66733068
Sum3.0115199 × 108
Variance1.5270068 × 1011
MonotonicityNot monotonic
2023-12-13T07:02:45.089454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 464
50.3%
600000.0 27
 
2.9%
500000.0 14
 
1.5%
700000.0 14
 
1.5%
178000.0 13
 
1.4%
550000.0 12
 
1.3%
750000.0 12
 
1.3%
800000.0 9
 
1.0%
980000.0 8
 
0.9%
400000.0 7
 
0.8%
Other values (198) 342
37.1%
ValueCountFrequency (%)
0.0 464
50.3%
22000.0 3
 
0.3%
22300.0 2
 
0.2%
23000.0 2
 
0.2%
42700.0 1
 
0.1%
45000.0 3
 
0.3%
88650.0 1
 
0.1%
135555.6 1
 
0.1%
140000.0 1
 
0.1%
146397.1 1
 
0.1%
ValueCountFrequency (%)
1360232.8 1
0.1%
1253536.5 1
0.1%
1234000.0 2
0.2%
1227638.6 1
0.1%
1195000.0 1
0.1%
1191994.1 1
0.1%
1188758.0 1
0.1%
1170115.1 1
0.1%
1169507.7 1
0.1%
1169000.0 1
0.1%

평균등록금액
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct877
Distinct (%)95.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7136576.9
Minimum0
Maximum46650000
Zeros12
Zeros (%)1.3%
Negative0
Negative (%)0.0%
Memory size8.2 KiB
2023-12-13T07:02:45.301421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2432000
Q15594499.9
median6791845.2
Q38522420.9
95-th percentile12401470
Maximum46650000
Range46650000
Interquartile range (IQR)2927921

Descriptive statistics

Standard deviation3291143.1
Coefficient of variation (CV)0.46116551
Kurtosis23.882796
Mean7136576.9
Median Absolute Deviation (MAD)1489342
Skewness2.5668216
Sum6.5799239 × 109
Variance1.0831623 × 1013
MonotonicityNot monotonic
2023-12-13T07:02:45.493097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2432000.0 13
 
1.4%
0.0 12
 
1.3%
2164000.0 5
 
0.5%
2494000.0 4
 
0.4%
9000000.0 4
 
0.4%
5000000.0 3
 
0.3%
5800000.0 3
 
0.3%
5886500.0 2
 
0.2%
6306000.0 2
 
0.2%
9756000.0 2
 
0.2%
Other values (867) 872
94.6%
ValueCountFrequency (%)
0.0 12
1.3%
760969.1 1
 
0.1%
1215000.0 1
 
0.1%
1760000.0 1
 
0.1%
1868551.7 1
 
0.1%
1934625.0 1
 
0.1%
2000000.0 1
 
0.1%
2060000.0 1
 
0.1%
2071538.5 1
 
0.1%
2164000.0 5
0.5%
ValueCountFrequency (%)
46650000.0 1
0.1%
24452000.0 1
0.1%
20378881.8 1
0.1%
20017123.6 1
0.1%
19974000.0 1
0.1%
19377096.8 1
0.1%
19163073.0 1
0.1%
17800000.0 1
0.1%
17200000.0 1
0.1%
17066903.2 1
0.1%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
Minimum2023-10-31 00:00:00
Maximum2023-10-31 00:00:00
2023-12-13T07:02:45.628566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:45.735889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

제공기관코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
B552529
922 

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 922
100.0%

Length

2023-12-13T07:02:45.849380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:02:45.985208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
b552529 922
100.0%

제공기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
한국장학재단
922 

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 922
100.0%

Length

2023-12-13T07:02:46.116855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:02:46.227940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국장학재단 922
100.0%

Interactions

2023-12-13T07:02:41.761282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:40.905298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:41.377595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:41.875192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:41.091039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:41.519150image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:41.990932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:41.250465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:02:41.655859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:02:46.309880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시도코드시도명대학구분명본분교구분명설립형태구분명평균입학금액평균등록금액
시도코드1.0001.0000.1390.2450.2260.3400.317
시도명1.0001.0000.1160.3200.3350.4190.369
대학구분명0.1390.1161.0000.0640.3500.6350.450
본분교구분명0.2450.3200.0641.0000.0000.3030.204
설립형태구분명0.2260.3350.3500.0001.0000.5610.452
평균입학금액0.3400.4190.6350.3030.5611.0000.654
평균등록금액0.3170.3690.4500.2040.4520.6541.000
2023-12-13T07:02:46.417068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설립형태구분명대학구분명시도명본분교구분명
설립형태구분명1.0000.1550.1900.000
대학구분명0.1551.0000.0540.043
시도명0.1900.0541.0000.169
본분교구분명0.0000.0430.1691.000
2023-12-13T07:02:46.513765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시도코드평균입학금액평균등록금액시도명대학구분명본분교구분명설립형태구분명
시도코드1.000-0.201-0.2550.9950.0850.1550.148
평균입학금액-0.2011.0000.5930.1760.4000.1300.403
평균등록금액-0.2550.5931.0000.1750.2880.1310.340
시도명0.9950.1760.1751.0000.0540.1690.190
대학구분명0.0850.4000.2880.0541.0000.0430.155
본분교구분명0.1550.1300.1310.1690.0431.0000.000
설립형태구분명0.1480.4030.3400.1900.1550.0001.000

Missing values

2023-12-13T07:02:42.144627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:02:42.343153image/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

기준연도시도코드시도명대학구분명대학교명본분교구분명설립형태구분명평균입학금액평균등록금액데이터기준일자제공기관코드제공기관명
0202341경기도대학가톨릭대학교본교사립0.07071831.52023-10-31B552529한국장학재단
1202311서울특별시일반대학원한국외국어대학교본교사립1070000.09520920.62023-10-31B552529한국장학재단
2202326부산광역시전문대학한국폴리텍 VII 대학 부산캠퍼스본교사립0.02432000.02023-10-31B552529한국장학재단
3202331울산광역시전문대학한국폴리텍 VII 대학 울산캠퍼스본교사립0.02432000.02023-10-31B552529한국장학재단
4202344충청남도대학남서울대학교본교사립0.07924048.82023-10-31B552529한국장학재단
5202330대전광역시대학한밭대학교본교국립0.04471033.82023-10-31B552529한국장학재단
6202347경상북도대학경운대학교본교사립0.07714151.22023-10-31B552529한국장학재단
7202341경기도대학한국공학대학교본교사립0.09034615.92023-10-31B552529한국장학재단
8202311서울특별시대학서울과학기술대학교본교국립0.05465375.32023-10-31B552529한국장학재단
9202341경기도대학한경대학교본교국립0.04037828.12023-10-31B552529한국장학재단
기준연도시도코드시도명대학구분명대학교명본분교구분명설립형태구분명평균입학금액평균등록금액데이터기준일자제공기관코드제공기관명
912202328인천광역시일반대학원인천가톨릭대학교본교사립0.05569000.02023-10-31B552529한국장학재단
913202328인천광역시일반대학원인하대학교본교사립1041000.011468264.22023-10-31B552529한국장학재단
914202329광주광역시일반대학원광신대학교본교사립390833.36655349.22023-10-31B552529한국장학재단
915202329광주광역시일반대학원호남대학교본교사립536000.07746556.42023-10-31B552529한국장학재단
916202329광주광역시일반대학원광주여자대학교본교사립600000.08055714.22023-10-31B552529한국장학재단
917202329광주광역시일반대학원호남신학대학교본교사립496000.07883803.22023-10-31B552529한국장학재단
918202329광주광역시일반대학원조선대학교본교사립727000.09644007.82023-10-31B552529한국장학재단
919202329광주광역시일반대학원광주대학교본교사립516666.77083371.42023-10-31B552529한국장학재단
920202329광주광역시일반대학원남부대학교본교사립567000.07479666.62023-10-31B552529한국장학재단
921202330대전광역시일반대학원목원대학교본교사립682000.08300751.62023-10-31B552529한국장학재단