Overview

Dataset statistics

Number of variables8
Number of observations751
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory49.3 KiB
Average record size in memory67.2 B

Variable types

Categorical4
Text3
Numeric1

Dataset

Description대학생 청소년교육지원장학금 멘토링 운영결과보고 파일 관리 정보로 대학명, 파일분류, 업로드파일명 등의 정보를 제공하고 있음
URLhttps://www.data.go.kr/data/15070477/fileData.do

Alerts

상품명 has constant value ""Constant
년도 has constant value ""Constant
파일분류 has constant value ""Constant
첨부파일일련번호 is highly overall correlated with 학기High correlation
학기 is highly overall correlated with 첨부파일일련번호High correlation
업로드파일명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 05:11:33.697704
Analysis finished2023-12-12 05:11:34.508279
Duration0.81 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

상품명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
교사대생튜터링장학사업
751 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
교사대생튜터링장학사업 751
100.0%

Length

2023-12-12T14:11:34.566320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:11:34.658745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교사대생튜터링장학사업 751
100.0%

년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2022
751 

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 751
100.0%

Length

2023-12-12T14:11:34.741067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:11:34.830543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 751
100.0%

학기
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2
390 
1
361 

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 (%)
2 390
51.9%
1 361
48.1%

Length

2023-12-12T14:11:34.913533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:11:34.992911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 390
51.9%
1 361
48.1%
Distinct184
Distinct (%)24.5%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2023-12-12T14:11:35.144915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length17
Mean length12.531292
Min length5

Characters and Unicode

Total characters9411
Distinct characters161
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

Unique1 ?
Unique (%)0.1%

Sample

1st row부산대학교(본교) 학부
2nd row한남대학교(본교) 학부
3rd row한남대학교(본교) 학부
4th row연세대학교 미래캠퍼스(분교) 학부
5th row공주대학교(본교) 학부
ValueCountFrequency (%)
학부 597
43.8%
삼육대학교(본교 8
 
0.6%
중앙대학교 8
 
0.6%
대구대학교(본교 8
 
0.6%
충북대학교(본교 8
 
0.6%
춘해보건대학교(본교 6
 
0.4%
숙명여자대학교(본교 6
 
0.4%
동아대학교(본교 6
 
0.4%
부산대학교(본교 4
 
0.3%
경인교육대학교(본교 4
 
0.3%
Other values (178) 709
52.0%
2023-12-12T14:11:35.460613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1462
15.5%
1388
14.7%
795
 
8.4%
( 723
 
7.7%
) 723
 
7.7%
663
 
7.0%
645
 
6.9%
613
 
6.5%
88
 
0.9%
72
 
0.8%
Other values (151) 2239
23.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7352
78.1%
Open Punctuation 723
 
7.7%
Close Punctuation 723
 
7.7%
Space Separator 613
 
6.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1462
19.9%
1388
18.9%
795
 
10.8%
663
 
9.0%
645
 
8.8%
88
 
1.2%
72
 
1.0%
68
 
0.9%
62
 
0.8%
60
 
0.8%
Other values (148) 2049
27.9%
Open Punctuation
ValueCountFrequency (%)
( 723
100.0%
Close Punctuation
ValueCountFrequency (%)
) 723
100.0%
Space Separator
ValueCountFrequency (%)
613
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7352
78.1%
Common 2059
 
21.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1462
19.9%
1388
18.9%
795
 
10.8%
663
 
9.0%
645
 
8.8%
88
 
1.2%
72
 
1.0%
68
 
0.9%
62
 
0.8%
60
 
0.8%
Other values (148) 2049
27.9%
Common
ValueCountFrequency (%)
( 723
35.1%
) 723
35.1%
613
29.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7352
78.1%
ASCII 2059
 
21.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
1462
19.9%
1388
18.9%
795
 
10.8%
663
 
9.0%
645
 
8.8%
88
 
1.2%
72
 
1.0%
68
 
0.9%
62
 
0.8%
60
 
0.8%
Other values (148) 2049
27.9%
ASCII
ValueCountFrequency (%)
( 723
35.1%
) 723
35.1%
613
29.8%

첨부파일일련번호
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7403462
Minimum1
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2023-12-12T14:11:35.564450image/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 deviation1.3487612
Coefficient of variation (CV)0.49218641
Kurtosis0.28424862
Mean2.7403462
Median Absolute Deviation (MAD)1
Skewness0.55845562
Sum2058
Variance1.8191567
MonotonicityNot monotonic
2023-12-12T14:11:35.668206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
2 182
24.2%
4 179
23.8%
3 171
22.8%
1 165
22.0%
5 35
 
4.7%
6 11
 
1.5%
7 5
 
0.7%
8 3
 
0.4%
ValueCountFrequency (%)
1 165
22.0%
2 182
24.2%
3 171
22.8%
4 179
23.8%
5 35
 
4.7%
6 11
 
1.5%
7 5
 
0.7%
8 3
 
0.4%
ValueCountFrequency (%)
8 3
 
0.4%
7 5
 
0.7%
6 11
 
1.5%
5 35
 
4.7%
4 179
23.8%
3 171
22.8%
2 182
24.2%
1 165
22.0%

파일분류
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
문서
751 

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 751
100.0%

Length

2023-12-12T14:11:35.806442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:11:35.903396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문서 751
100.0%

업로드파일명
Text

UNIQUE 

Distinct751
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2023-12-12T14:11:36.155230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length90
Median length59
Mean length44.292943
Min length23

Characters and Unicode

Total characters33264
Distinct characters294
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique751 ?
Unique (%)100.0%

Sample

1st row월별지급내역(수정본)_2023032809223800.pdf
2nd row(한남대학교) 2022년도 교사대생튜터링사업 통장사본_2023032414454600.pdf
3rd row(한남대학교) 내부결재, 지출결의서, 지급자명단_2023032414454400.zip
4th row(재제출)2022년도 교사대생등 대학생튜터링사업_통장사본(연세대학교 미래캠퍼스)_2023032410552100.pdf
5th row2022학년도튜터링장학사업관리계좌_2023032315413200.zip
ValueCountFrequency (%)
튜터링 302
 
10.8%
대학생 259
 
9.3%
212
 
7.6%
교사대생 208
 
7.4%
사업 93
 
3.3%
2022학년도 75
 
2.7%
2022년도 54
 
1.9%
사업운영계획서 44
 
1.6%
2022년 41
 
1.5%
통장 33
 
1.2%
Other values (1041) 1476
52.8%
2023-12-12T14:11:36.715591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 4468
 
13.4%
2 3723
 
11.2%
2047
 
6.2%
3 1671
 
5.0%
1 1508
 
4.5%
1079
 
3.2%
1039
 
3.1%
_ 994
 
3.0%
. 836
 
2.5%
794
 
2.4%
Other values (284) 15105
45.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 13957
42.0%
Other Letter 12197
36.7%
Lowercase Letter 2256
 
6.8%
Space Separator 2047
 
6.2%
Connector Punctuation 995
 
3.0%
Other Punctuation 877
 
2.6%
Close Punctuation 401
 
1.2%
Open Punctuation 375
 
1.1%
Dash Punctuation 82
 
0.2%
Uppercase Letter 65
 
0.2%
Other values (2) 12
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1079
 
8.8%
1039
 
8.5%
794
 
6.5%
725
 
5.9%
704
 
5.8%
479
 
3.9%
475
 
3.9%
474
 
3.9%
453
 
3.7%
386
 
3.2%
Other values (219) 5589
45.8%
Lowercase Letter
ValueCountFrequency (%)
p 743
32.9%
d 515
22.8%
f 513
22.7%
h 117
 
5.2%
w 117
 
5.2%
i 93
 
4.1%
z 91
 
4.0%
g 24
 
1.1%
j 15
 
0.7%
n 5
 
0.2%
Other values (13) 23
 
1.0%
Uppercase Letter
ValueCountFrequency (%)
P 7
10.8%
I 7
10.8%
S 6
9.2%
G 6
9.2%
A 6
9.2%
E 5
7.7%
C 5
7.7%
D 5
7.7%
R 4
 
6.2%
F 3
 
4.6%
Other values (6) 11
16.9%
Decimal Number
ValueCountFrequency (%)
0 4468
32.0%
2 3723
26.7%
3 1671
 
12.0%
1 1508
 
10.8%
4 739
 
5.3%
5 633
 
4.5%
7 390
 
2.8%
8 298
 
2.1%
6 273
 
2.0%
9 254
 
1.8%
Other Punctuation
ValueCountFrequency (%)
. 836
95.3%
· 25
 
2.9%
, 12
 
1.4%
# 2
 
0.2%
? 2
 
0.2%
Connector Punctuation
ValueCountFrequency (%)
_ 994
99.9%
_ 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
) 375
93.5%
] 26
 
6.5%
Open Punctuation
ValueCountFrequency (%)
( 349
93.1%
[ 26
 
6.9%
Math Symbol
ValueCountFrequency (%)
+ 8
80.0%
~ 2
 
20.0%
Space Separator
ValueCountFrequency (%)
2047
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 82
100.0%
Other Symbol
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 18746
56.4%
Hangul 12197
36.7%
Latin 2321
 
7.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1079
 
8.8%
1039
 
8.5%
794
 
6.5%
725
 
5.9%
704
 
5.8%
479
 
3.9%
475
 
3.9%
474
 
3.9%
453
 
3.7%
386
 
3.2%
Other values (219) 5589
45.8%
Latin
ValueCountFrequency (%)
p 743
32.0%
d 515
22.2%
f 513
22.1%
h 117
 
5.0%
w 117
 
5.0%
i 93
 
4.0%
z 91
 
3.9%
g 24
 
1.0%
j 15
 
0.6%
P 7
 
0.3%
Other values (29) 86
 
3.7%
Common
ValueCountFrequency (%)
0 4468
23.8%
2 3723
19.9%
2047
10.9%
3 1671
 
8.9%
1 1508
 
8.0%
_ 994
 
5.3%
. 836
 
4.5%
4 739
 
3.9%
5 633
 
3.4%
7 390
 
2.1%
Other values (16) 1737
 
9.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21039
63.2%
Hangul 12197
36.7%
None 26
 
0.1%
Misc Symbols 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 4468
21.2%
2 3723
17.7%
2047
9.7%
3 1671
 
7.9%
1 1508
 
7.2%
_ 994
 
4.7%
. 836
 
4.0%
p 743
 
3.5%
4 739
 
3.5%
5 633
 
3.0%
Other values (52) 3677
17.5%
Hangul
ValueCountFrequency (%)
1079
 
8.8%
1039
 
8.5%
794
 
6.5%
725
 
5.9%
704
 
5.8%
479
 
3.9%
475
 
3.9%
474
 
3.9%
453
 
3.7%
386
 
3.2%
Other values (219) 5589
45.8%
None
ValueCountFrequency (%)
· 25
96.2%
_ 1
 
3.8%
Misc Symbols
ValueCountFrequency (%)
2
100.0%
Distinct687
Distinct (%)91.5%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2023-12-12T14:11:37.071023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length73
Median length42
Mean length27.346205
Min length6

Characters and Unicode

Total characters20537
Distinct characters297
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique664 ?
Unique (%)88.4%

Sample

1st row월별지급내역(수정본).pdf
2nd row(한남대학교) 2022년도 교사대생튜터링사업 통장사본.pdf
3rd row(한남대학교) 내부결재, 지출결의서, 지급자명단.zip
4th row(재제출)2022년도 교사대생등 대학생튜터링사업_통장사본(연세대학교 미래캠퍼스).pdf
5th row2022학년도튜터링장학사업관리계좌.zip
ValueCountFrequency (%)
튜터링 304
 
10.8%
대학생 259
 
9.2%
212
 
7.5%
교사대생 207
 
7.4%
통장사본.pdf 99
 
3.5%
사업 93
 
3.3%
2022학년도 75
 
2.7%
2022년도 56
 
2.0%
사업운영계획서 44
 
1.6%
2022년 41
 
1.5%
Other values (762) 1419
50.5%
2023-12-12T14:11:37.632507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2059
 
10.0%
1076
 
5.2%
1040
 
5.1%
2 1013
 
4.9%
. 837
 
4.1%
794
 
3.9%
p 743
 
3.6%
727
 
3.5%
705
 
3.4%
d 512
 
2.5%
Other values (287) 11031
53.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12252
59.7%
Lowercase Letter 2256
 
11.0%
Space Separator 2059
 
10.0%
Decimal Number 1919
 
9.3%
Other Punctuation 878
 
4.3%
Close Punctuation 402
 
2.0%
Open Punctuation 375
 
1.8%
Connector Punctuation 240
 
1.2%
Dash Punctuation 82
 
0.4%
Uppercase Letter 61
 
0.3%
Other values (2) 13
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1076
 
8.8%
1040
 
8.5%
794
 
6.5%
727
 
5.9%
705
 
5.8%
481
 
3.9%
477
 
3.9%
476
 
3.9%
449
 
3.7%
386
 
3.2%
Other values (222) 5641
46.0%
Lowercase Letter
ValueCountFrequency (%)
p 743
32.9%
d 512
22.7%
f 510
22.6%
w 117
 
5.2%
h 117
 
5.2%
i 96
 
4.3%
z 94
 
4.2%
g 24
 
1.1%
j 15
 
0.7%
n 5
 
0.2%
Other values (13) 23
 
1.0%
Uppercase Letter
ValueCountFrequency (%)
I 7
11.5%
P 7
11.5%
G 6
9.8%
A 5
8.2%
D 5
8.2%
S 5
8.2%
E 5
8.2%
C 4
 
6.6%
R 4
 
6.6%
F 3
 
4.9%
Other values (6) 10
16.4%
Decimal Number
ValueCountFrequency (%)
2 1013
52.8%
0 456
23.8%
1 129
 
6.7%
3 100
 
5.2%
5 68
 
3.5%
4 53
 
2.8%
8 40
 
2.1%
6 24
 
1.3%
9 19
 
1.0%
7 17
 
0.9%
Other Punctuation
ValueCountFrequency (%)
. 837
95.3%
· 25
 
2.8%
, 12
 
1.4%
? 2
 
0.2%
# 2
 
0.2%
Close Punctuation
ValueCountFrequency (%)
) 376
93.5%
] 26
 
6.5%
Open Punctuation
ValueCountFrequency (%)
( 349
93.1%
[ 26
 
6.9%
Connector Punctuation
ValueCountFrequency (%)
_ 239
99.6%
_ 1
 
0.4%
Math Symbol
ValueCountFrequency (%)
+ 8
72.7%
~ 3
 
27.3%
Space Separator
ValueCountFrequency (%)
2059
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 82
100.0%
Other Symbol
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12252
59.7%
Common 5968
29.1%
Latin 2317
 
11.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1076
 
8.8%
1040
 
8.5%
794
 
6.5%
727
 
5.9%
705
 
5.8%
481
 
3.9%
477
 
3.9%
476
 
3.9%
449
 
3.7%
386
 
3.2%
Other values (222) 5641
46.0%
Latin
ValueCountFrequency (%)
p 743
32.1%
d 512
22.1%
f 510
22.0%
w 117
 
5.0%
h 117
 
5.0%
i 96
 
4.1%
z 94
 
4.1%
g 24
 
1.0%
j 15
 
0.6%
I 7
 
0.3%
Other values (29) 82
 
3.5%
Common
ValueCountFrequency (%)
2059
34.5%
2 1013
17.0%
. 837
14.0%
0 456
 
7.6%
) 376
 
6.3%
( 349
 
5.8%
_ 239
 
4.0%
1 129
 
2.2%
3 100
 
1.7%
- 82
 
1.4%
Other values (16) 328
 
5.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12252
59.7%
ASCII 8257
40.2%
None 26
 
0.1%
Misc Symbols 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2059
24.9%
2 1013
12.3%
. 837
10.1%
p 743
 
9.0%
d 512
 
6.2%
f 510
 
6.2%
0 456
 
5.5%
) 376
 
4.6%
( 349
 
4.2%
_ 239
 
2.9%
Other values (52) 1163
14.1%
Hangul
ValueCountFrequency (%)
1076
 
8.8%
1040
 
8.5%
794
 
6.5%
727
 
5.9%
705
 
5.8%
481
 
3.9%
477
 
3.9%
476
 
3.9%
449
 
3.7%
386
 
3.2%
Other values (222) 5641
46.0%
None
ValueCountFrequency (%)
· 25
96.2%
_ 1
 
3.8%
Misc Symbols
ValueCountFrequency (%)
2
100.0%

Interactions

2023-12-12T14:11:34.187702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:11:37.730237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학기첨부파일일련번호
학기1.0000.994
첨부파일일련번호0.9941.000
2023-12-12T14:11:37.836180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
첨부파일일련번호학기
첨부파일일련번호1.0000.930
학기0.9301.000

Missing values

2023-12-12T14:11:34.346651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:11:34.463052image/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

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