Overview

Dataset statistics

Number of variables7
Number of observations467
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory28.4 KiB
Average record size in memory62.3 B

Variable types

Numeric2
Text1
Categorical4

Dataset

Description중장기개방계획에따른 경상남도 경남도립거창대학 데이터자료입니다.(학교코드, 학교명, 학교위치, 국가, 학교구분, 설립형태, 지역 데이터를 포함하고 있습니다.)
URLhttps://www.data.go.kr/data/15066712/fileData.do

Alerts

학교위치구분 has constant value ""Constant
국가 has constant value ""Constant
학교코드 is highly overall correlated with 학교구분 and 1 other fieldsHigh correlation
학교구분 is highly overall correlated with 학교코드High correlation
설립형태 is highly overall correlated with 학교코드High correlation
학교코드 has unique valuesUnique
학교명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 22:01:32.419304
Analysis finished2023-12-12 22:01:33.271633
Duration0.85 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

학교코드
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct467
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18711827
Minimum11110103
Maximum34520110
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-13T07:01:33.359495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11110103
5-th percentile11121631
Q114121051
median14722001
Q324210152
95-th percentile31120480
Maximum34520110
Range23410007
Interquartile range (IQR)10089101

Descriptive statistics

Standard deviation6274000.4
Coefficient of variation (CV)0.33529598
Kurtosis-0.82031094
Mean18711827
Median Absolute Deviation (MAD)3601395
Skewness0.4922632
Sum8.7384232 × 109
Variance3.9363081 × 1013
MonotonicityNot monotonic
2023-12-13T07:01:33.507081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
34120710 1
 
0.2%
22520502 1
 
0.2%
24120502 1
 
0.2%
24120402 1
 
0.2%
24120302 1
 
0.2%
24120208 1
 
0.2%
24120108 1
 
0.2%
24110307 1
 
0.2%
24110202 1
 
0.2%
24110102 1
 
0.2%
Other values (457) 457
97.9%
ValueCountFrequency (%)
11110103 1
0.2%
11110201 1
0.2%
11110304 1
0.2%
11110401 1
0.2%
11110505 1
0.2%
11110601 1
0.2%
11110707 1
0.2%
11110907 1
0.2%
11120101 1
0.2%
11120201 1
0.2%
ValueCountFrequency (%)
34520110 1
0.2%
34420110 1
0.2%
34120910 1
0.2%
34120810 1
0.2%
34120710 1
0.2%
34120610 1
0.2%
34120510 1
0.2%
34120410 1
0.2%
34120310 1
0.2%
34120210 1
0.2%

학교명
Text

UNIQUE 

Distinct467
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
2023-12-13T07:01:33.752269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length22
Mean length7.9336188
Min length4

Characters and Unicode

Total characters3705
Distinct characters231
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique467 ?
Unique (%)100.0%

Sample

1st row중앙신학대학원대학교
2nd row청심신학대학원대학교
3rd row합동신학대학원대학교
4th row국제평화대학원대학교
5th row원불교대학원대학교
ValueCountFrequency (%)
통폐합 15
 
2.7%
한국폴리텍4 5
 
0.9%
한국폴리텍7 4
 
0.7%
한국폴리텍5 4
 
0.7%
한국폴리텍1 3
 
0.5%
한국폴리텍6 2
 
0.4%
중앙신학대학원대학교 1
 
0.2%
경문대학 1
 
0.2%
경기공업대학 1
 
0.2%
국제대학(구 1
 
0.2%
Other values (515) 515
93.3%
2023-12-13T07:01:34.158086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 582
 
15.7%
대 555
 
15.0%
교 305
 
8.2%
85
 
2.3%
국 78
 
2.1%
( 76
 
2.1%
) 75
 
2.0%
한 74
 
2.0%
구 67
 
1.8%
원 62
 
1.7%
Other values (221) 1746
47.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3365
90.8%
Space Separator 85
 
2.3%
Open Punctuation 76
 
2.1%
Close Punctuation 75
 
2.0%
Decimal Number 57
 
1.5%
Other Punctuation 47
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 582
 
17.3%
대 555
 
16.5%
교 305
 
9.1%
국 78
 
2.3%
한 74
 
2.2%
구 67
 
2.0%
원 62
 
1.8%
신 45
 
1.3%
주 42
 
1.2%
경 42
 
1.2%
Other values (208) 1513
45.0%
Decimal Number
ValueCountFrequency (%)
0 16
28.1%
6 11
19.3%
7 8
14.0%
1 6
 
10.5%
5 5
 
8.8%
4 5
 
8.8%
8 2
 
3.5%
3 2
 
3.5%
2 2
 
3.5%
Space Separator
ValueCountFrequency (%)
85
100.0%
Open Punctuation
ValueCountFrequency (%)
( 76
100.0%
Close Punctuation
ValueCountFrequency (%)
) 75
100.0%
Other Punctuation
ValueCountFrequency (%)
. 47
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3365
90.8%
Common 340
 
9.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 582
 
17.3%
대 555
 
16.5%
교 305
 
9.1%
국 78
 
2.3%
한 74
 
2.2%
구 67
 
2.0%
원 62
 
1.8%
신 45
 
1.3%
주 42
 
1.2%
경 42
 
1.2%
Other values (208) 1513
45.0%
Common
ValueCountFrequency (%)
85
25.0%
( 76
22.4%
) 75
22.1%
. 47
13.8%
0 16
 
4.7%
6 11
 
3.2%
7 8
 
2.4%
1 6
 
1.8%
5 5
 
1.5%
4 5
 
1.5%
Other values (3) 6
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3365
90.8%
ASCII 340
 
9.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 582
 
17.3%
대 555
 
16.5%
교 305
 
9.1%
국 78
 
2.3%
한 74
 
2.2%
구 67
 
2.0%
원 62
 
1.8%
신 45
 
1.3%
주 42
 
1.2%
경 42
 
1.2%
Other values (208) 1513
45.0%
ASCII
ValueCountFrequency (%)
85
25.0%
( 76
22.4%
) 75
22.1%
. 47
13.8%
0 16
 
4.7%
6 11
 
3.2%
7 8
 
2.4%
1 6
 
1.8%
5 5
 
1.5%
4 5
 
1.5%
Other values (3) 6
 
1.8%

학교위치구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
1
467 

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 (%)
1 467
100.0%

Length

2023-12-13T07:01:34.291802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:01:34.382723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 467
100.0%

국가
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
0
467 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 467
100.0%

Length

2023-12-13T07:01:34.478846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:01:34.566175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 467
100.0%

학교구분
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
2
247 
1
190 
3
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row3
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
2 247
52.9%
1 190
40.7%
3 30
 
6.4%

Length

2023-12-13T07:01:34.649371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:01:34.752973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 247
52.9%
1 190
40.7%
3 30
 
6.4%

설립형태
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
2
344 
1
123 

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 (%)
2 344
73.7%
1 123
 
26.3%

Length

2023-12-13T07:01:34.872295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:01:34.968378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 344
73.7%
1 123
 
26.3%

지역
Real number (ℝ)

Distinct16
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.6723769
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-13T07:01:35.051623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median8
Q312
95-th percentile15
Maximum16
Range15
Interquartile range (IQR)9

Descriptive statistics

Standard deviation4.767305
Coefficient of variation (CV)0.62135959
Kurtosis-1.2789644
Mean7.6723769
Median Absolute Deviation (MAD)4
Skewness-0.065742773
Sum3583
Variance22.727197
MonotonicityNot monotonic
2023-12-13T07:01:35.164750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
1 90
19.3%
8 84
18.0%
14 44
9.4%
11 34
 
7.3%
2 26
 
5.6%
12 25
 
5.4%
15 23
 
4.9%
13 23
 
4.9%
9 22
 
4.7%
10 21
 
4.5%
Other values (6) 75
16.1%
ValueCountFrequency (%)
1 90
19.3%
2 26
 
5.6%
3 15
 
3.2%
4 12
 
2.6%
5 18
 
3.9%
6 20
 
4.3%
7 4
 
0.9%
8 84
18.0%
9 22
 
4.7%
10 21
 
4.5%
ValueCountFrequency (%)
16 6
 
1.3%
15 23
 
4.9%
14 44
9.4%
13 23
 
4.9%
12 25
 
5.4%
11 34
7.3%
10 21
 
4.5%
9 22
 
4.7%
8 84
18.0%
7 4
 
0.9%

Interactions

2023-12-13T07:01:32.857082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:01:32.676351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:01:32.947899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:01:32.760583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:01:35.247685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학교코드학교구분설립형태지역
학교코드1.0001.0000.6960.697
학교구분1.0001.0000.2350.295
설립형태0.6960.2351.0000.492
지역0.6970.2950.4921.000
2023-12-13T07:01:35.350921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학교구분설립형태
학교구분1.0000.384
설립형태0.3841.000
2023-12-13T07:01:35.432505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학교코드지역학교구분설립형태
학교코드1.0000.4310.9970.512
지역0.4311.0000.1770.382
학교구분0.9970.1771.0000.384
설립형태0.5120.3820.3841.000

Missing values

2023-12-13T07:01:33.081845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:01:33.212915image/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

학교코드학교명학교위치구분국가학교구분설립형태지역
034120710중앙신학대학원대학교10328
134120810청심신학대학원대학교10328
234120910합동신학대학원대학교10328
334420110국제평화대학원대학교103211
434520110원불교대학원대학교103212
511110103서울교육대학교10211
611110201서울대학교10211
711110304서울산업대학교10211
811110401서울시립대학교10211
911110505한국방송통신대학교10211
학교코드학교명학교위치구분국가학교구분설립형태지역
45731121410한국개발연구원국제정책대학원대학교10321
45831121510횃불트리니티신학대학원대학교10321
45932320110성산효도대학원대학교10324
46032520110복음신학대학원대학교10326
46134120110계약신학대학원대학교10328
46234120210국제법률경영대학원대학교10328
46334120310대학신학대학원대학교10328
46434120410성서침례대학원대학교10328
46534120510에스라성경대학원대학교10328
46634120610예일신학대학원대학교10328