Overview

Dataset statistics

Number of variables12
Number of observations942
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory91.2 KiB
Average record size in memory99.1 B

Variable types

Categorical5
Text3
Numeric1
DateTime3

Dataset

Description대학생 청소년교육지원장학금 운영결과보고 파일 관리 이력 정보: 상품명, 연도, 학기, 대학명, 변경일시, 파일명, 등록일시 등에 대한 데이터
Author한국장학재단
URLhttps://www.data.go.kr/data/15070481/fileData.do

Alerts

상품코드 has constant value ""Constant
년도 has constant value ""Constant
파일분류코드 has constant value ""Constant
파일저장경로명 has constant value ""Constant
첨부파일일련번호 is highly overall correlated with 학기High correlation
학기 is highly overall correlated with 첨부파일일련번호High correlation

Reproduction

Analysis started2023-12-13 00:22:33.564652
Analysis finished2023-12-13 00:22:34.503923
Duration0.94 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

상품코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
대학생 청소년교육지원장학금
942 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대학생 청소년교육지원장학금
2nd row대학생 청소년교육지원장학금
3rd row대학생 청소년교육지원장학금
4th row대학생 청소년교육지원장학금
5th row대학생 청소년교육지원장학금

Common Values

ValueCountFrequency (%)
대학생 청소년교육지원장학금 942
100.0%

Length

2023-12-13T09:22:34.548847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:22:34.611439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대학생 942
50.0%
청소년교육지원장학금 942
50.0%

년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2019
942 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2019
4th row2019
5th row2019

Common Values

ValueCountFrequency (%)
2019 942
100.0%

Length

2023-12-13T09:22:34.677758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:22:34.744144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019 942
100.0%

학기
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2
502 
1
440 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 502
53.3%
1 440
46.7%

Length

2023-12-13T09:22:34.812456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:22:34.881858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 502
53.3%
1 440
46.7%
Distinct164
Distinct (%)17.4%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2023-12-13T09:22:35.013192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length17
Mean length12.433121
Min length5

Characters and Unicode

Total characters11712
Distinct characters156
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row문경대학교(본교)
2nd row목포대학교(본교) 학부
3rd row대전보건대학교(본교)
4th row한세대학교(본교) 학부
5th row위덕대학교(본교) 학부
ValueCountFrequency (%)
학부 732
43.1%
경희대학교(서울캠퍼스 17
 
1.0%
포항대학교(본교 14
 
0.8%
경인교육대학교(본교 14
 
0.8%
충북대학교(본교 12
 
0.7%
금강대학교(본교 11
 
0.6%
목포대학교(본교 11
 
0.6%
동국대학교(분교 10
 
0.6%
세종캠퍼스 10
 
0.6%
공주대학교(본교 10
 
0.6%
Other values (158) 856
50.4%
2023-12-13T09:22:35.266946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1768
15.1%
1737
14.8%
991
 
8.5%
) 895
 
7.6%
( 895
 
7.6%
800
 
6.8%
797
 
6.8%
755
 
6.4%
114
 
1.0%
112
 
1.0%
Other values (146) 2848
24.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9167
78.3%
Close Punctuation 895
 
7.6%
Open Punctuation 895
 
7.6%
Space Separator 755
 
6.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1768
19.3%
1737
18.9%
991
 
10.8%
800
 
8.7%
797
 
8.7%
114
 
1.2%
112
 
1.2%
87
 
0.9%
87
 
0.9%
87
 
0.9%
Other values (143) 2587
28.2%
Close Punctuation
ValueCountFrequency (%)
) 895
100.0%
Open Punctuation
ValueCountFrequency (%)
( 895
100.0%
Space Separator
ValueCountFrequency (%)
755
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9167
78.3%
Common 2545
 
21.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1768
19.3%
1737
18.9%
991
 
10.8%
800
 
8.7%
797
 
8.7%
114
 
1.2%
112
 
1.2%
87
 
0.9%
87
 
0.9%
87
 
0.9%
Other values (143) 2587
28.2%
Common
ValueCountFrequency (%)
) 895
35.2%
( 895
35.2%
755
29.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9167
78.3%
ASCII 2545
 
21.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
1768
19.3%
1737
18.9%
991
 
10.8%
800
 
8.7%
797
 
8.7%
114
 
1.2%
112
 
1.2%
87
 
0.9%
87
 
0.9%
87
 
0.9%
Other values (143) 2587
28.2%
ASCII
ValueCountFrequency (%)
) 895
35.2%
( 895
35.2%
755
29.7%

첨부파일일련번호
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7314225
Minimum1
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.4 KiB
2023-12-13T09:22:35.363743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum8
Range7
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.2879932
Coefficient of variation (CV)0.47154669
Kurtosis-0.53155243
Mean2.7314225
Median Absolute Deviation (MAD)1
Skewness0.20785899
Sum2573
Variance1.6589266
MonotonicityNot monotonic
2023-12-13T09:22:35.463025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
4 254
27.0%
3 227
24.1%
1 221
23.5%
2 187
19.9%
5 42
 
4.5%
6 7
 
0.7%
7 3
 
0.3%
8 1
 
0.1%
ValueCountFrequency (%)
1 221
23.5%
2 187
19.9%
3 227
24.1%
4 254
27.0%
5 42
 
4.5%
6 7
 
0.7%
7 3
 
0.3%
8 1
 
0.1%
ValueCountFrequency (%)
8 1
 
0.1%
7 3
 
0.3%
6 7
 
0.7%
5 42
 
4.5%
4 254
27.0%
3 227
24.1%
2 187
19.9%
1 221
23.5%
Distinct705
Distinct (%)74.8%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
Minimum2019-02-14 13:30:45
Maximum2020-04-17 09:23:56
2023-12-13T09:22:35.583529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T09:22:35.702274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

파일분류코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
문서
942 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
문서 942
100.0%

Length

2023-12-13T09:22:35.796469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:22:35.874852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문서 942
100.0%

파일저장경로명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
PT/JH/RSLTRPT
942 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowPT/JH/RSLTRPT
2nd rowPT/JH/RSLTRPT
3rd rowPT/JH/RSLTRPT
4th rowPT/JH/RSLTRPT
5th rowPT/JH/RSLTRPT

Common Values

ValueCountFrequency (%)
PT/JH/RSLTRPT 942
100.0%

Length

2023-12-13T09:22:35.941871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:22:36.005180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
pt/jh/rsltrpt 942
100.0%
Distinct864
Distinct (%)91.7%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2023-12-13T09:22:36.174301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length79
Median length64
Mean length44.205945
Min length24

Characters and Unicode

Total characters41642
Distinct characters274
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique786 ?
Unique (%)83.4%

Sample

1st row2019 대학생 청소년교육지원_통장사본_2020022709120400.pdf
2nd row2019.통장사본 및 부속서류_2020022711464300.pdf
3rd row청소년교육지원사업 통장(대전보건대학교)_2020030415504800.pdf
4th row2019 대학생 청소년교육지원장학금 통장사본 거래내역_2020031215373500.pdf
5th row통장사본-위덕대대학청소년지원_2020031317190800.pdf
ValueCountFrequency (%)
청소년교육지원사업 287
 
10.3%
대학생 273
 
9.8%
2019학년도 250
 
9.0%
대청교 87
 
3.1%
2019 71
 
2.5%
대학생청소년교육지원사업 57
 
2.0%
양식2 43
 
1.5%
통장 41
 
1.5%
38
 
1.4%
2019년 33
 
1.2%
Other values (1127) 1613
57.8%
2023-12-13T09:22:36.525623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 6061
 
14.6%
2 3635
 
8.7%
1 3299
 
7.9%
1852
 
4.4%
9 1466
 
3.5%
_ 1337
 
3.2%
3 1154
 
2.8%
1025
 
2.5%
. 985
 
2.4%
983
 
2.4%
Other values (264) 19845
47.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 18369
44.1%
Other Letter 15226
36.6%
Lowercase Letter 2817
 
6.8%
Space Separator 1852
 
4.4%
Connector Punctuation 1337
 
3.2%
Other Punctuation 986
 
2.4%
Close Punctuation 440
 
1.1%
Open Punctuation 432
 
1.0%
Dash Punctuation 81
 
0.2%
Uppercase Letter 63
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1025
 
6.7%
983
 
6.5%
958
 
6.3%
888
 
5.8%
887
 
5.8%
765
 
5.0%
730
 
4.8%
593
 
3.9%
575
 
3.8%
571
 
3.8%
Other values (209) 7251
47.6%
Lowercase Letter
ValueCountFrequency (%)
p 927
32.9%
f 626
22.2%
d 625
22.2%
h 159
 
5.6%
w 159
 
5.6%
i 120
 
4.3%
z 117
 
4.2%
g 27
 
1.0%
j 22
 
0.8%
x 9
 
0.3%
Other values (8) 26
 
0.9%
Uppercase Letter
ValueCountFrequency (%)
P 10
15.9%
D 9
14.3%
S 9
14.3%
F 8
12.7%
B 6
9.5%
G 4
 
6.3%
W 4
 
6.3%
C 3
 
4.8%
T 3
 
4.8%
K 3
 
4.8%
Other values (3) 4
 
6.3%
Decimal Number
ValueCountFrequency (%)
0 6061
33.0%
2 3635
19.8%
1 3299
18.0%
9 1466
 
8.0%
3 1154
 
6.3%
5 806
 
4.4%
4 781
 
4.3%
6 404
 
2.2%
7 390
 
2.1%
8 373
 
2.0%
Close Punctuation
ValueCountFrequency (%)
) 390
88.6%
] 49
 
11.1%
1
 
0.2%
Open Punctuation
ValueCountFrequency (%)
( 382
88.4%
[ 49
 
11.3%
1
 
0.2%
Math Symbol
ValueCountFrequency (%)
+ 21
53.8%
~ 11
28.2%
= 7
 
17.9%
Other Punctuation
ValueCountFrequency (%)
. 985
99.9%
, 1
 
0.1%
Space Separator
ValueCountFrequency (%)
1852
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1337
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 81
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 23536
56.5%
Hangul 15226
36.6%
Latin 2880
 
6.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1025
 
6.7%
983
 
6.5%
958
 
6.3%
888
 
5.8%
887
 
5.8%
765
 
5.0%
730
 
4.8%
593
 
3.9%
575
 
3.8%
571
 
3.8%
Other values (209) 7251
47.6%
Latin
ValueCountFrequency (%)
p 927
32.2%
f 626
21.7%
d 625
21.7%
h 159
 
5.5%
w 159
 
5.5%
i 120
 
4.2%
z 117
 
4.1%
g 27
 
0.9%
j 22
 
0.8%
P 10
 
0.3%
Other values (21) 88
 
3.1%
Common
ValueCountFrequency (%)
0 6061
25.8%
2 3635
15.4%
1 3299
14.0%
1852
 
7.9%
9 1466
 
6.2%
_ 1337
 
5.7%
3 1154
 
4.9%
. 985
 
4.2%
5 806
 
3.4%
4 781
 
3.3%
Other values (14) 2160
 
9.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 26414
63.4%
Hangul 15226
36.6%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 6061
22.9%
2 3635
13.8%
1 3299
12.5%
1852
 
7.0%
9 1466
 
5.6%
_ 1337
 
5.1%
3 1154
 
4.4%
. 985
 
3.7%
p 927
 
3.5%
5 806
 
3.1%
Other values (43) 4892
18.5%
Hangul
ValueCountFrequency (%)
1025
 
6.7%
983
 
6.5%
958
 
6.3%
888
 
5.8%
887
 
5.8%
765
 
5.0%
730
 
4.8%
593
 
3.9%
575
 
3.8%
571
 
3.8%
Other values (209) 7251
47.6%
None
ValueCountFrequency (%)
1
50.0%
1
50.0%
Distinct687
Distinct (%)72.9%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2023-12-13T09:22:36.759927image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length62
Median length47
Mean length27.197452
Min length7

Characters and Unicode

Total characters25620
Distinct characters274
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique570 ?
Unique (%)60.5%

Sample

1st row2019 대학생 청소년교육지원_통장사본.pdf
2nd row2019.통장사본 및 부속서류.pdf
3rd row청소년교육지원사업 통장(대전보건대학교).pdf
4th row2019 대학생 청소년교육지원장학금 통장사본 거래내역.pdf
5th row통장사본-위덕대대학청소년지원.pdf
ValueCountFrequency (%)
청소년교육지원사업 287
 
10.3%
대학생 273
 
9.8%
2019학년도 251
 
9.0%
통장사본.pdf 100
 
3.6%
대청교 86
 
3.1%
2019 69
 
2.5%
대학생청소년교육지원사업 57
 
2.0%
양식2 43
 
1.5%
통장 41
 
1.5%
38
 
1.4%
Other values (746) 1546
55.4%
2023-12-13T09:22:37.123244image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1850
 
7.2%
1026
 
4.0%
986
 
3.8%
. 985
 
3.8%
955
 
3.7%
p 927
 
3.6%
887
 
3.5%
885
 
3.5%
0 807
 
3.1%
2 804
 
3.1%
Other values (264) 15508
60.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 15230
59.4%
Decimal Number 3289
 
12.8%
Lowercase Letter 2817
 
11.0%
Space Separator 1850
 
7.2%
Other Punctuation 986
 
3.8%
Close Punctuation 440
 
1.7%
Open Punctuation 432
 
1.7%
Connector Punctuation 395
 
1.5%
Dash Punctuation 79
 
0.3%
Uppercase Letter 63
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1026
 
6.7%
986
 
6.5%
955
 
6.3%
887
 
5.8%
885
 
5.8%
768
 
5.0%
729
 
4.8%
593
 
3.9%
575
 
3.8%
571
 
3.7%
Other values (209) 7255
47.6%
Lowercase Letter
ValueCountFrequency (%)
p 927
32.9%
f 623
22.1%
d 622
22.1%
w 159
 
5.6%
h 159
 
5.6%
i 123
 
4.4%
z 120
 
4.3%
g 27
 
1.0%
j 22
 
0.8%
x 9
 
0.3%
Other values (8) 26
 
0.9%
Uppercase Letter
ValueCountFrequency (%)
P 10
15.9%
S 9
14.3%
D 9
14.3%
F 8
12.7%
B 6
9.5%
W 4
 
6.3%
G 4
 
6.3%
K 3
 
4.8%
C 3
 
4.8%
T 3
 
4.8%
Other values (3) 4
 
6.3%
Decimal Number
ValueCountFrequency (%)
0 807
24.5%
2 804
24.4%
1 774
23.5%
9 584
17.8%
4 90
 
2.7%
5 76
 
2.3%
3 48
 
1.5%
8 44
 
1.3%
7 35
 
1.1%
6 27
 
0.8%
Close Punctuation
ValueCountFrequency (%)
) 390
88.6%
] 49
 
11.1%
1
 
0.2%
Open Punctuation
ValueCountFrequency (%)
( 382
88.4%
[ 49
 
11.3%
1
 
0.2%
Math Symbol
ValueCountFrequency (%)
+ 21
53.8%
~ 11
28.2%
= 7
 
17.9%
Other Punctuation
ValueCountFrequency (%)
. 985
99.9%
, 1
 
0.1%
Space Separator
ValueCountFrequency (%)
1850
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 395
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 79
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 15230
59.4%
Common 7510
29.3%
Latin 2880
 
11.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1026
 
6.7%
986
 
6.5%
955
 
6.3%
887
 
5.8%
885
 
5.8%
768
 
5.0%
729
 
4.8%
593
 
3.9%
575
 
3.8%
571
 
3.7%
Other values (209) 7255
47.6%
Latin
ValueCountFrequency (%)
p 927
32.2%
f 623
21.6%
d 622
21.6%
w 159
 
5.5%
h 159
 
5.5%
i 123
 
4.3%
z 120
 
4.2%
g 27
 
0.9%
j 22
 
0.8%
P 10
 
0.3%
Other values (21) 88
 
3.1%
Common
ValueCountFrequency (%)
1850
24.6%
. 985
13.1%
0 807
10.7%
2 804
10.7%
1 774
10.3%
9 584
 
7.8%
_ 395
 
5.3%
) 390
 
5.2%
( 382
 
5.1%
4 90
 
1.2%
Other values (14) 449
 
6.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 15230
59.4%
ASCII 10388
40.5%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1850
17.8%
. 985
9.5%
p 927
8.9%
0 807
7.8%
2 804
 
7.7%
1 774
 
7.5%
f 623
 
6.0%
d 622
 
6.0%
9 584
 
5.6%
_ 395
 
3.8%
Other values (43) 2017
19.4%
Hangul
ValueCountFrequency (%)
1026
 
6.7%
986
 
6.5%
955
 
6.3%
887
 
5.8%
885
 
5.8%
768
 
5.0%
729
 
4.8%
593
 
3.9%
575
 
3.8%
571
 
3.7%
Other values (209) 7255
47.6%
None
ValueCountFrequency (%)
1
50.0%
1
50.0%
Distinct542
Distinct (%)57.5%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
Minimum2019-02-14 13:30:45
Maximum2020-03-24 19:38:30
2023-12-13T09:22:37.232746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T09:22:37.337409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
Distinct646
Distinct (%)68.6%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
Minimum2019-02-14 13:30:45
Maximum2020-04-17 09:23:56
2023-12-13T09:22:37.441962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T09:22:37.556428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2023-12-13T09:22:34.224900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T09:22:37.632253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학기첨부파일일련번호
학기1.0000.995
첨부파일일련번호0.9951.000
2023-12-13T09:22:37.690858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
첨부파일일련번호학기
첨부파일일련번호1.0000.934
학기0.9341.000

Missing values

2023-12-13T09:22:34.332222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T09:22:34.454193image/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

상품코드년도학기대학코드첨부파일일련번호변경상세일시파일분류코드파일저장경로명업로드파일명업로드파일원본명최초등록일시최종변경일시
0대학생 청소년교육지원장학금20192문경대학교(본교)32020-02-27 09:12:06문서PT/JH/RSLTRPT2019 대학생 청소년교육지원_통장사본_2020022709120400.pdf2019 대학생 청소년교육지원_통장사본.pdf2020-02-27 09:12:062020-02-27 09:12:06
1대학생 청소년교육지원장학금20192목포대학교(본교) 학부42020-02-27 11:46:45문서PT/JH/RSLTRPT2019.통장사본 및 부속서류_2020022711464300.pdf2019.통장사본 및 부속서류.pdf2020-02-27 11:46:452020-02-27 11:46:45
2대학생 청소년교육지원장학금20192대전보건대학교(본교)32020-03-04 15:50:50문서PT/JH/RSLTRPT청소년교육지원사업 통장(대전보건대학교)_2020030415504800.pdf청소년교육지원사업 통장(대전보건대학교).pdf2020-03-04 15:50:502020-03-04 15:50:50
3대학생 청소년교육지원장학금20192한세대학교(본교) 학부42020-03-12 15:37:36문서PT/JH/RSLTRPT2019 대학생 청소년교육지원장학금 통장사본 거래내역_2020031215373500.pdf2019 대학생 청소년교육지원장학금 통장사본 거래내역.pdf2020-03-12 13:06:362020-03-12 15:37:36
4대학생 청소년교육지원장학금20192위덕대학교(본교) 학부32020-03-13 17:19:10문서PT/JH/RSLTRPT통장사본-위덕대대학청소년지원_2020031317190800.pdf통장사본-위덕대대학청소년지원.pdf2020-03-13 17:19:102020-03-13 17:19:10
5대학생 청소년교육지원장학금20191동아대학교(본교) 학부12019-02-19 12:38:25문서PT/JH/RSLTRPT2019학년도 대학생 청소년교육지원사업 운영계획서_일반(동아대학교)_2019021912382400.hwp2019학년도 대학생 청소년교육지원사업 운영계획서_일반(동아대학교).hwp2019-02-19 12:38:252019-02-19 12:38:25
6대학생 청소년교육지원장학금20191동아대학교(본교) 학부22019-02-19 12:38:25문서PT/JH/RSLTRPT청소년교육지원사업_통장사본(동아대학교)_2019021912382300.pdf청소년교육지원사업_통장사본(동아대학교).pdf2019-02-19 12:38:252019-02-19 12:38:25
7대학생 청소년교육지원장학금20192강원대학교(삼척캠퍼스) 학부32020-02-24 10:37:05문서PT/JH/RSLTRPT통장사본_2020022410370200.hwp통장사본.hwp2020-02-24 10:37:052020-02-24 10:37:05
8대학생 청소년교육지원장학금20192강원대학교(삼척캠퍼스) 학부42020-02-24 10:37:05문서PT/JH/RSLTRPT지급내역_2020022410370000.pdf지급내역.pdf2020-02-24 10:37:052020-02-24 10:37:05
9대학생 청소년교육지원장학금20192공주대학교(본교) 학부42020-03-11 16:09:16문서PT/JH/RSLTRPT대학생 청소년 교육 지원 사업 통장 거래 내역_2020031116091300.zip대학생 청소년 교육 지원 사업 통장 거래 내역.zip2020-03-11 16:09:162020-03-11 16:09:16
상품코드년도학기대학코드첨부파일일련번호변경상세일시파일분류코드파일저장경로명업로드파일명업로드파일원본명최초등록일시최종변경일시
932대학생 청소년교육지원장학금20192호남대학교(본교) 학부42020-02-26 17:44:53문서PT/JH/RSLTRPT통장사본(호남대)_2020022617444200.zip통장사본(호남대).zip2020-02-26 17:44:532020-02-26 17:44:53
933대학생 청소년교육지원장학금20192선문대학교(본교) 학부32020-02-27 11:08:33문서PT/JH/RSLTRPT교부금 수령 통장 사본_2020022711083100.pdf교부금 수령 통장 사본.pdf2020-02-27 11:08:332020-02-27 11:08:33
934대학생 청소년교육지원장학금20192선문대학교(본교) 학부42020-02-27 11:08:33문서PT/JH/RSLTRPT2019년 대학생청소년교육지원사업 활동비 지급 증명(지출결의서및 이체내역)_2020022711081700.pdf2019년 대학생청소년교육지원사업 활동비 지급 증명(지출결의서및 이체내역).pdf2020-02-27 11:08:332020-02-27 11:08:33
935대학생 청소년교육지원장학금20192한양대학교(에리카캠퍼스) 학부42020-02-28 10:59:19문서PT/JH/RSLTRPT2019 대청교 운영보고 통장사본 앞면포함_2020022810591700.pdf2019 대청교 운영보고 통장사본 앞면포함.pdf2020-02-27 14:34:242020-02-28 10:59:19
936대학생 청소년교육지원장학금20192대구대학교(본교) 학부42020-03-03 16:14:19문서PT/JH/RSLTRPT청소년-교부금통장사본_2020030316141700.pdf청소년-교부금통장사본.pdf2020-03-03 16:14:192020-03-03 16:14:19
937대학생 청소년교육지원장학금20192대구대학교(본교) 학부52020-03-03 16:14:19문서PT/JH/RSLTRPT청소년-월별지급내역_2020030316141500.zip청소년-월별지급내역.zip2020-03-03 16:14:192020-03-03 16:14:19
938대학생 청소년교육지원장학금20192삼육대학교(본교) 학부42020-03-11 15:19:16문서PT/JH/RSLTRPT2019년 대학청소년 교육지원사업 월별지급내역서_2020031115191400.pdf2019년 대학청소년 교육지원사업 월별지급내역서.pdf2020-03-11 15:19:162020-03-11 15:19:16
939대학생 청소년교육지원장학금20192안동대학교(본교) 학부32020-03-11 15:46:38문서PT/JH/RSLTRPT통장사본_2020031115463601.pdf통장사본.pdf2020-03-11 15:46:382020-03-11 15:46:38
940대학생 청소년교육지원장학금20192안동대학교(본교) 학부42020-03-11 15:46:38문서PT/JH/RSLTRPT거래내역(등재)_2020031115463600.xls거래내역(등재).xls2020-03-11 15:46:382020-03-11 15:46:38
941대학생 청소년교육지원장학금20192부산디지털대학교(본교) 학부42020-03-12 10:28:58문서PT/JH/RSLTRPT2019학년도 대학생청소년교육지원사업 월별 지급내역_2020031108515400.pdf2019학년도 대학생청소년교육지원사업 월별 지급내역.pdf2020-03-11 08:52:012020-03-11 08:52:01