Overview

Dataset statistics

Number of variables10
Number of observations111
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.1 KiB
Average record size in memory84.2 B

Variable types

Text1
Categorical8
Boolean1

Dataset

Description다문화 탈북학생 멘토링장학금 대학별 신청기간(대학명, 상품명, 장학상품유형, 장학년도, 장학학기, 장학회차, 장학업무절차, 사용여부, 기관모집유형 등)에 관한 정보를 제공함 ※ 다문화 탈북학생 멘토링장학금이란, 다문화 탈북학생과 대학생 매칭을 통해 기초학습 등 멘토링을 지원하고 대학생에게는 장학금을 지원하는 것을 목적으로 함 (상세정보: 재단 홈페이지 인재육성 > 다문화 탈북학생 멘토링)
URLhttps://www.data.go.kr/data/15114012/fileData.do

Alerts

상품명 has constant value ""Constant
장학상품유형명 has constant value ""Constant
장학년도 has constant value ""Constant
장학회차 has constant value ""Constant
장학업무절차 has constant value ""Constant
기관모집유형1 is highly overall correlated with 장학학기 and 2 other fieldsHigh correlation
기관모집유형2 is highly overall correlated with 장학학기 and 2 other fieldsHigh correlation
장학학기 is highly overall correlated with 기관모집유형1 and 1 other fieldsHigh correlation
사용여부 is highly overall correlated with 기관모집유형1 and 1 other fieldsHigh correlation
사용여부 is highly imbalanced (50.6%)Imbalance

Reproduction

Analysis started2023-12-12 15:24:54.429811
Analysis finished2023-12-12 15:24:55.238015
Duration0.81 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

대학명
Text

Distinct71
Distinct (%)64.0%
Missing0
Missing (%)0.0%
Memory size1020.0 B
2023-12-13T00:24:55.404396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length12
Mean length12.522523
Min length8

Characters and Unicode

Total characters1390
Distinct characters93
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

Unique31 ?
Unique (%)27.9%

Sample

1st row영진전문대학교(본교)
2nd row건양대학교(본교) 학부
3rd row한국외국어대학교(서울) 학부
4th row제주대학교(본교) 학부
5th row부산대학교(본교) 학부
ValueCountFrequency (%)
학부 96
45.3%
중앙대학교 3
 
1.4%
영진전문대학교(본교 2
 
0.9%
전북대학교(본교 2
 
0.9%
한남대학교(본교 2
 
0.9%
춘해보건대학교(본교 2
 
0.9%
경남대학교(본교 2
 
0.9%
연세대학교 2
 
0.9%
미래캠퍼스(분교 2
 
0.9%
배재대학교(본교 2
 
0.9%
Other values (64) 97
45.8%
2023-12-13T00:24:55.877666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
교 222
16.0%
학 210
15.1%
대 118
 
8.5%
) 106
 
7.6%
( 106
 
7.6%
101
 
7.3%
부 99
 
7.1%
본 95
 
6.8%
한 15
 
1.1%
전 12
 
0.9%
Other values (83) 306
22.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1077
77.5%
Close Punctuation 106
 
7.6%
Open Punctuation 106
 
7.6%
Space Separator 101
 
7.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 222
20.6%
학 210
19.5%
대 118
11.0%
부 99
 
9.2%
본 95
 
8.8%
한 15
 
1.4%
전 12
 
1.1%
경 12
 
1.1%
국 12
 
1.1%
육 12
 
1.1%
Other values (80) 270
25.1%
Close Punctuation
ValueCountFrequency (%)
) 106
100.0%
Open Punctuation
ValueCountFrequency (%)
( 106
100.0%
Space Separator
ValueCountFrequency (%)
101
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1077
77.5%
Common 313
 
22.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 222
20.6%
학 210
19.5%
대 118
11.0%
부 99
 
9.2%
본 95
 
8.8%
한 15
 
1.4%
전 12
 
1.1%
경 12
 
1.1%
국 12
 
1.1%
육 12
 
1.1%
Other values (80) 270
25.1%
Common
ValueCountFrequency (%)
) 106
33.9%
( 106
33.9%
101
32.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1077
77.5%
ASCII 313
 
22.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
교 222
20.6%
학 210
19.5%
대 118
11.0%
부 99
 
9.2%
본 95
 
8.8%
한 15
 
1.4%
전 12
 
1.1%
경 12
 
1.1%
국 12
 
1.1%
육 12
 
1.1%
Other values (80) 270
25.1%
ASCII
ValueCountFrequency (%)
) 106
33.9%
( 106
33.9%
101
32.3%

상품명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1020.0 B
다문화·탈북학생멘토링장학금
111 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row다문화·탈북학생멘토링장학금
2nd row다문화·탈북학생멘토링장학금
3rd row다문화·탈북학생멘토링장학금
4th row다문화·탈북학생멘토링장학금
5th row다문화·탈북학생멘토링장학금

Common Values

ValueCountFrequency (%)
다문화·탈북학생멘토링장학금 111
100.0%

Length

2023-12-13T00:24:56.044417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:56.170439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
다문화·탈북학생멘토링장학금 111
100.0%

장학상품유형명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1020.0 B
신규
111 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
신규 111
100.0%

Length

2023-12-13T00:24:56.289568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:56.397980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
신규 111
100.0%

장학년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1020.0 B
2022
111 

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 111
100.0%

Length

2023-12-13T00:24:56.496486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:56.586926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 111
100.0%

장학학기
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size1020.0 B
1
71 
2
40 

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 (%)
1 71
64.0%
2 40
36.0%

Length

2023-12-13T00:24:56.711600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:56.843658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 71
64.0%
2 40
36.0%

장학회차
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1020.0 B
1
111 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 111
100.0%

Length

2023-12-13T00:24:56.987859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:57.084416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 111
100.0%

장학업무절차
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1020.0 B
학생신청
111 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
학생신청 111
100.0%

Length

2023-12-13T00:24:57.180930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:57.286571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
학생신청 111
100.0%

사용여부
Boolean

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size243.0 B
True
99 
False
12 
ValueCountFrequency (%)
True 99
89.2%
False 12
 
10.8%
2023-12-13T00:24:57.366996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

기관모집유형1
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size1020.0 B
A형(대학발굴형)
88 
<NA>
23 

Length

Max length9
Median length9
Mean length7.963964
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd rowA형(대학발굴형)
3rd rowA형(대학발굴형)
4th rowA형(대학발굴형)
5th rowA형(대학발굴형)

Common Values

ValueCountFrequency (%)
A형(대학발굴형) 88
79.3%
<NA> 23
 
20.7%

Length

2023-12-13T00:24:57.494568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:57.602114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
a형(대학발굴형 88
79.3%
na 23
 
20.7%

기관모집유형2
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size1020.0 B
B형(멘토발굴형)
86 
<NA>
25 

Length

Max length9
Median length9
Mean length7.8738739
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowB형(멘토발굴형)
2nd row<NA>
3rd rowB형(멘토발굴형)
4th rowB형(멘토발굴형)
5th row<NA>

Common Values

ValueCountFrequency (%)
B형(멘토발굴형) 86
77.5%
<NA> 25
 
22.5%

Length

2023-12-13T00:24:57.709224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:24:57.820478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
b형(멘토발굴형 86
77.5%
na 25
 
22.5%

Correlations

2023-12-13T00:24:57.898294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대학명장학학기사용여부
대학명1.0000.0000.982
장학학기0.0001.0000.088
사용여부0.9820.0881.000
2023-12-13T00:24:57.998924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기관모집유형1기관모집유형2장학학기사용여부
기관모집유형11.0001.0001.0001.000
기관모집유형21.0001.0001.0001.000
장학학기1.0001.0001.0000.056
사용여부1.0001.0000.0561.000
2023-12-13T00:24:58.101043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장학학기사용여부기관모집유형1기관모집유형2
장학학기1.0000.0561.0001.000
사용여부0.0561.0001.0001.000
기관모집유형11.0001.0001.0001.000
기관모집유형21.0001.0001.0001.000

Missing values

2023-12-13T00:24:55.020907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:24:55.179221image/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

대학명상품명장학상품유형명장학년도장학학기장학회차장학업무절차사용여부기관모집유형1기관모집유형2
0영진전문대학교(본교)다문화·탈북학생멘토링장학금신규202221학생신청Y<NA>B형(멘토발굴형)
1건양대학교(본교) 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)<NA>
2한국외국어대학교(서울) 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)B형(멘토발굴형)
3제주대학교(본교) 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)B형(멘토발굴형)
4부산대학교(본교) 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)<NA>
5경북대학교(본교) 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)<NA>
6전남대학교(본교) 학부다문화·탈북학생멘토링장학금신규202221학생신청Y<NA>B형(멘토발굴형)
7군산대학교(본교) 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)B형(멘토발굴형)
8경기대학교 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)B형(멘토발굴형)
9대구교육대학교(본교) 학부다문화·탈북학생멘토링장학금신규202221학생신청YA형(대학발굴형)B형(멘토발굴형)
대학명상품명장학상품유형명장학년도장학학기장학회차장학업무절차사용여부기관모집유형1기관모집유형2
101한서대학교(본교) 학부다문화·탈북학생멘토링장학금신규202211학생신청Y<NA>B형(멘토발굴형)
102연세대학교 미래캠퍼스(분교) 학부다문화·탈북학생멘토링장학금신규202211학생신청YA형(대학발굴형)B형(멘토발굴형)
103경남대학교(본교) 학부다문화·탈북학생멘토링장학금신규202211학생신청YA형(대학발굴형)B형(멘토발굴형)
104청주교육대학교(본교) 학부다문화·탈북학생멘토링장학금신규202211학생신청YA형(대학발굴형)B형(멘토발굴형)
105한남대학교(본교) 학부다문화·탈북학생멘토링장학금신규202211학생신청YA형(대학발굴형)B형(멘토발굴형)
106서울신학대학교(본교) 학부다문화·탈북학생멘토링장학금신규202211학생신청YA형(대학발굴형)B형(멘토발굴형)
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