Overview

Dataset statistics

Number of variables3
Number of observations87
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.3 KiB
Average record size in memory26.5 B

Variable types

Numeric1
Text1
Categorical1

Dataset

Description(학점은행제) 2021년~2023년 대학의 장 명의 학위수여 교육훈련기관 목록 기관명, 교육원 유형 데이터를 제공
URLhttps://www.data.go.kr/data/15122224/fileData.do

Alerts

번호 has unique valuesUnique
기관명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 01:03:55.448785
Analysis finished2023-12-12 01:03:55.883350
Duration0.43 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct87
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44
Minimum1
Maximum87
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size915.0 B
2023-12-12T10:03:55.989954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.3
Q122.5
median44
Q365.5
95-th percentile82.7
Maximum87
Range86
Interquartile range (IQR)43

Descriptive statistics

Standard deviation25.258662
Coefficient of variation (CV)0.5740605
Kurtosis-1.2
Mean44
Median Absolute Deviation (MAD)22
Skewness0
Sum3828
Variance638
MonotonicityStrictly increasing
2023-12-12T10:03:56.160844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.1%
2 1
 
1.1%
65 1
 
1.1%
64 1
 
1.1%
63 1
 
1.1%
62 1
 
1.1%
61 1
 
1.1%
60 1
 
1.1%
59 1
 
1.1%
58 1
 
1.1%
Other values (77) 77
88.5%
ValueCountFrequency (%)
1 1
1.1%
2 1
1.1%
3 1
1.1%
4 1
1.1%
5 1
1.1%
6 1
1.1%
7 1
1.1%
8 1
1.1%
9 1
1.1%
10 1
1.1%
ValueCountFrequency (%)
87 1
1.1%
86 1
1.1%
85 1
1.1%
84 1
1.1%
83 1
1.1%
82 1
1.1%
81 1
1.1%
80 1
1.1%
79 1
1.1%
78 1
1.1%

기관명
Text

UNIQUE 

Distinct87
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size828.0 B
2023-12-12T10:03:56.398041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length19
Mean length13.689655
Min length10

Characters and Unicode

Total characters1191
Distinct characters129
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique87 ?
Unique (%)100.0%

Sample

1st row수원대학교부설평생교육원
2nd row호서대학교부설평생교육원
3rd row성신여자대학교부설평생교육원
4th row경민대학교부설평생교육원
5th row경남대학교부설평생교육원
ValueCountFrequency (%)
평생교육원 8
 
6.5%
부설 5
 
4.1%
미래교육원 5
 
4.1%
원격평생교육원 2
 
1.6%
영산대학교 2
 
1.6%
중앙대학교 2
 
1.6%
동국대학교 2
 
1.6%
수원대학교부설평생교육원 1
 
0.8%
금오공과대학교부설평생교육원 1
 
0.8%
전북대학교부설평생교육원 1
 
0.8%
Other values (94) 94
76.4%
2023-12-12T10:03:56.829110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
교 169
14.2%
원 97
 
8.1%
학 93
 
7.8%
대 90
 
7.6%
육 87
 
7.3%
평 63
 
5.3%
생 63
 
5.3%
부 55
 
4.6%
설 52
 
4.4%
36
 
3.0%
Other values (119) 386
32.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1133
95.1%
Space Separator 36
 
3.0%
Uppercase Letter 9
 
0.8%
Open Punctuation 6
 
0.5%
Close Punctuation 6
 
0.5%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 169
14.9%
원 97
 
8.6%
학 93
 
8.2%
대 90
 
7.9%
육 87
 
7.7%
평 63
 
5.6%
생 63
 
5.6%
부 55
 
4.9%
설 52
 
4.6%
미 16
 
1.4%
Other values (108) 348
30.7%
Uppercase Letter
ValueCountFrequency (%)
I 2
22.2%
E 2
22.2%
W 1
11.1%
A 1
11.1%
C 1
11.1%
R 1
11.1%
S 1
11.1%
Space Separator
ValueCountFrequency (%)
36
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1133
95.1%
Common 49
 
4.1%
Latin 9
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 169
14.9%
원 97
 
8.6%
학 93
 
8.2%
대 90
 
7.9%
육 87
 
7.7%
평 63
 
5.6%
생 63
 
5.6%
부 55
 
4.9%
설 52
 
4.6%
미 16
 
1.4%
Other values (108) 348
30.7%
Latin
ValueCountFrequency (%)
I 2
22.2%
E 2
22.2%
W 1
11.1%
A 1
11.1%
C 1
11.1%
R 1
11.1%
S 1
11.1%
Common
ValueCountFrequency (%)
36
73.5%
( 6
 
12.2%
) 6
 
12.2%
& 1
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1133
95.1%
ASCII 58
 
4.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
교 169
14.9%
원 97
 
8.6%
학 93
 
8.2%
대 90
 
7.9%
육 87
 
7.7%
평 63
 
5.6%
생 63
 
5.6%
부 55
 
4.9%
설 52
 
4.6%
미 16
 
1.4%
Other values (108) 348
30.7%
ASCII
ValueCountFrequency (%)
36
62.1%
( 6
 
10.3%
) 6
 
10.3%
I 2
 
3.4%
E 2
 
3.4%
W 1
 
1.7%
A 1
 
1.7%
C 1
 
1.7%
R 1
 
1.7%
& 1
 
1.7%

유형
Categorical

Distinct4
Distinct (%)4.6%
Missing0
Missing (%)0.0%
Memory size828.0 B
대학부설평생교육원
68 
원격교육
10 
전문대학부설평생교육원
8 
전공심화 및 특별과정
 
1

Length

Max length11
Median length9
Mean length8.6321839
Min length4

Unique

Unique1 ?
Unique (%)1.1%

Sample

1st row대학부설평생교육원
2nd row대학부설평생교육원
3rd row대학부설평생교육원
4th row전문대학부설평생교육원
5th row대학부설평생교육원

Common Values

ValueCountFrequency (%)
대학부설평생교육원 68
78.2%
원격교육 10
 
11.5%
전문대학부설평생교육원 8
 
9.2%
전공심화 및 특별과정 1
 
1.1%

Length

2023-12-12T10:03:57.014654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:03:57.174891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대학부설평생교육원 68
76.4%
원격교육 10
 
11.2%
전문대학부설평생교육원 8
 
9.0%
전공심화 1
 
1.1%
및 1
 
1.1%
특별과정 1
 
1.1%

Interactions

2023-12-12T10:03:55.604951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T10:03:57.284846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호기관명유형
번호1.0001.0000.194
기관명1.0001.0001.000
유형0.1941.0001.000
2023-12-12T10:03:57.384694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호유형
번호1.0000.107
유형0.1071.000

Missing values

2023-12-12T10:03:55.718515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T10:03:55.843812image/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

번호기관명유형
01수원대학교부설평생교육원대학부설평생교육원
12호서대학교부설평생교육원대학부설평생교육원
23성신여자대학교부설평생교육원대학부설평생교육원
34경민대학교부설평생교육원전문대학부설평생교육원
45경남대학교부설평생교육원대학부설평생교육원
56한세대학교부설평생교육원대학부설평생교육원
67세종대학교미래교육원대학부설평생교육원
78대전대학교부설평생교육원대학부설평생교육원
89명지전문대학부설평생교육원전문대학부설평생교육원
910수원과학대학교 부설 평생교육원전문대학부설평생교육원
번호기관명유형
7778백석대학교부설평생교육원(천안)대학부설평생교육원
7879총신대학교부속원격평생교육원원격교육
7980건국대학교 글로컬캠퍼스 부설 미래지식교육원대학부설평생교육원
8081동국대학교 WISE캠퍼스 평생교육원대학부설평생교육원
8182부천대학교원격평생교육원원격교육
8283신한대학교부설평생교육원대학부설평생교육원
8384백석예술대학교부설평생교육원전문대학부설평생교육원
8485강서대학교부설평생교육원대학부설평생교육원
8586가천대학교부설원격평생교육원원격교육
8687가천대학교부설평생교육원(글로벌캠퍼스)대학부설평생교육원