Overview

Dataset statistics

Number of variables10
Number of observations4970
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory398.1 KiB
Average record size in memory82.0 B

Variable types

Numeric2
Categorical7
Text1

Dataset

Description공공데이터 제공 표준데이터 속성정보(허용값, 표현형식/단위 등)는 [공공데이터 제공 표준] 전문을 참고하시기 바랍니다.(공공데이터포털>정보공유>자료실)
Author한국장학재단
URLhttps://www.data.go.kr/data/15107739/standard.do

Alerts

데이터기준일자 has constant value ""Constant
제공기관코드 has constant value ""Constant
제공기관명 has constant value ""Constant
장학금유형구분명 is highly overall correlated with 교내외구분명High correlation
교내외구분명 is highly overall correlated with 장학금유형구분명High correlation
시도코드 is highly overall correlated with 시도명High correlation
시도명 is highly overall correlated with 시도코드High correlation

Reproduction

Analysis started2023-12-12 10:50:21.512212
Analysis finished2023-12-12 10:50:26.261103
Duration4.75 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도코드
Real number (ℝ)

HIGH CORRELATION 

Distinct17
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.210865
Minimum11
Maximum51
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size43.8 KiB
2023-12-12T19:50:26.537929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile11
Q126
median41
Q345
95-th percentile50
Maximum51
Range40
Interquartile range (IQR)19

Descriptive statistics

Standard deviation14.047006
Coefficient of variation (CV)0.42296417
Kurtosis-1.1892958
Mean33.210865
Median Absolute Deviation (MAD)9
Skewness-0.55861577
Sum165058
Variance197.31838
MonotonicityNot monotonic
2023-12-12T19:50:27.117080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
11 1145
23.0%
41 822
16.5%
47 418
 
8.4%
44 337
 
6.8%
26 329
 
6.6%
48 249
 
5.0%
45 240
 
4.8%
30 236
 
4.7%
29 229
 
4.6%
43 217
 
4.4%
Other values (7) 748
15.1%
ValueCountFrequency (%)
11 1145
23.0%
26 329
 
6.6%
27 135
 
2.7%
28 112
 
2.3%
29 229
 
4.6%
30 236
 
4.7%
31 62
 
1.2%
36 21
 
0.4%
41 822
16.5%
43 217
 
4.4%
ValueCountFrequency (%)
51 202
 
4.1%
50 58
 
1.2%
48 249
 
5.0%
47 418
8.4%
46 158
 
3.2%
45 240
 
4.8%
44 337
6.8%
43 217
 
4.4%
41 822
16.5%
36 21
 
0.4%

시도명
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
서울특별시
1145 
경기도
822 
경상북도
418 
충청남도
337 
부산광역시
329 
Other values (12)
1919 

Length

Max length7
Median length5
Mean length4.4565392
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row부산광역시
2nd row부산광역시
3rd row부산광역시
4th row부산광역시
5th row울산광역시

Common Values

ValueCountFrequency (%)
서울특별시 1145
23.0%
경기도 822
16.5%
경상북도 418
 
8.4%
충청남도 337
 
6.8%
부산광역시 329
 
6.6%
경상남도 249
 
5.0%
전라북도 240
 
4.8%
대전광역시 236
 
4.7%
광주광역시 229
 
4.6%
충청북도 217
 
4.4%
Other values (7) 748
15.1%

Length

2023-12-12T19:50:27.725046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울특별시 1145
23.0%
경기도 822
16.5%
경상북도 418
 
8.4%
충청남도 337
 
6.8%
부산광역시 329
 
6.6%
경상남도 249
 
5.0%
전라북도 240
 
4.8%
대전광역시 236
 
4.7%
광주광역시 229
 
4.6%
충청북도 217
 
4.4%
Other values (7) 748
15.1%

대학교명
Text

Distinct432
Distinct (%)8.7%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
2023-12-12T19:50:28.540777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length5
Mean length6.6376258
Min length5

Characters and Unicode

Total characters32989
Distinct characters212
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)0.1%

Sample

1st row한국폴리텍 VII 대학 부산캠퍼스
2nd row한국폴리텍 VII 대학 부산캠퍼스
3rd row한국폴리텍 VII 대학 부산캠퍼스
4th row한국폴리텍 VII 대학 부산캠퍼스
5th row한국폴리텍 VII 대학 울산캠퍼스
ValueCountFrequency (%)
한국폴리텍 189
 
3.4%
대학 165
 
3.0%
연세대학교 31
 
0.6%
중앙대학교 31
 
0.6%
고려대학교 31
 
0.6%
동국대학교 30
 
0.5%
동아대학교 29
 
0.5%
i 29
 
0.5%
아주대학교 28
 
0.5%
성균관대학교 28
 
0.5%
Other values (432) 4922
89.3%
2023-12-12T19:50:30.156977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 5505
16.7%
대 5329
16.2%
교 4847
 
14.7%
한 858
 
2.6%
국 780
 
2.4%
원 545
 
1.7%
543
 
1.6%
서 479
 
1.5%
신 447
 
1.4%
경 386
 
1.2%
Other values (202) 13270
40.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 32064
97.2%
Space Separator 543
 
1.6%
Uppercase Letter 330
 
1.0%
Open Punctuation 26
 
0.1%
Close Punctuation 26
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 5505
17.2%
대 5329
16.6%
교 4847
 
15.1%
한 858
 
2.7%
국 780
 
2.4%
원 545
 
1.7%
서 479
 
1.5%
신 447
 
1.4%
경 386
 
1.2%
동 369
 
1.2%
Other values (195) 12519
39.0%
Uppercase Letter
ValueCountFrequency (%)
I 218
66.1%
V 104
31.5%
C 4
 
1.2%
T 4
 
1.2%
Space Separator
ValueCountFrequency (%)
543
100.0%
Open Punctuation
ValueCountFrequency (%)
( 26
100.0%
Close Punctuation
ValueCountFrequency (%)
) 26
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 32064
97.2%
Common 595
 
1.8%
Latin 330
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 5505
17.2%
대 5329
16.6%
교 4847
 
15.1%
한 858
 
2.7%
국 780
 
2.4%
원 545
 
1.7%
서 479
 
1.5%
신 447
 
1.4%
경 386
 
1.2%
동 369
 
1.2%
Other values (195) 12519
39.0%
Latin
ValueCountFrequency (%)
I 218
66.1%
V 104
31.5%
C 4
 
1.2%
T 4
 
1.2%
Common
ValueCountFrequency (%)
543
91.3%
( 26
 
4.4%
) 26
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 32064
97.2%
ASCII 925
 
2.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 5505
17.2%
대 5329
16.6%
교 4847
 
15.1%
한 858
 
2.7%
국 780
 
2.4%
원 545
 
1.7%
서 479
 
1.5%
신 447
 
1.4%
경 386
 
1.2%
동 369
 
1.2%
Other values (195) 12519
39.0%
ASCII
ValueCountFrequency (%)
543
58.7%
I 218
23.6%
V 104
 
11.2%
( 26
 
2.8%
) 26
 
2.8%
C 4
 
0.4%
T 4
 
0.4%

대학구분명
Categorical

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
대학
1519 
전문대학
1233 
일반대학원
825 
특수대학원
803 
전문대학원
445 

Length

Max length5
Median length4
Mean length3.805835
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대학 1519
30.6%
전문대학 1233
24.8%
일반대학원 825
16.6%
특수대학원 803
16.2%
전문대학원 445
 
9.0%
원격대학 145
 
2.9%

Length

2023-12-12T19:50:30.466959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:50:30.690060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대학 1519
30.6%
전문대학 1233
24.8%
일반대학원 825
16.6%
특수대학원 803
16.2%
전문대학원 445
 
9.0%
원격대학 145
 
2.9%

장학금유형구분명
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
교내-기타장학금
818 
교외-사설 및 기타
704 
교내-성적우수장학금
685 
교내-근로장학금
644 
교내-저소득장학금
607 
Other values (4)
1512 

Length

Max length10
Median length9
Mean length8.5110664
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교내-저소득장학금
2nd row교외-국가
3rd row교외-사설 및 기타
4th row교외-지방자치단체
5th row교내-교직원장학금

Common Values

ValueCountFrequency (%)
교내-기타장학금 818
16.5%
교외-사설 및 기타 704
14.2%
교내-성적우수장학금 685
13.8%
교내-근로장학금 644
13.0%
교내-저소득장학금 607
12.2%
교외-국가 572
11.5%
교내-교직원장학금 492
9.9%
교외-지방자치단체 379
7.6%
교내-재난장학금 69
 
1.4%

Length

2023-12-12T19:50:30.958181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:50:31.208142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교내-기타장학금 818
12.8%
교외-사설 704
11.0%
및 704
11.0%
기타 704
11.0%
교내-성적우수장학금 685
10.7%
교내-근로장학금 644
10.1%
교내-저소득장학금 607
9.5%
교외-국가 572
9.0%
교내-교직원장학금 492
7.7%
교외-지방자치단체 379
5.9%

교내외구분명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
교내
3315 
교외
1655 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교내
2nd row교외
3rd row교외
4th row교외
5th row교내

Common Values

ValueCountFrequency (%)
교내 3315
66.7%
교외 1655
33.3%

Length

2023-12-12T19:50:31.501104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:50:31.721165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교내 3315
66.7%
교외 1655
33.3%

장학금액
Real number (ℝ)

Distinct4688
Distinct (%)94.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5823174 × 109
Minimum10000
Maximum8.8673252 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size43.8 KiB
2023-12-12T19:50:31.954492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10000
5-th percentile3000000
Q126355350
median1.3719624 × 108
Q38.3240727 × 108
95-th percentile8.0535741 × 109
Maximum8.8673252 × 1010
Range8.8673242 × 1010
Interquartile range (IQR)8.0605192 × 108

Descriptive statistics

Standard deviation4.7414928 × 109
Coefficient of variation (CV)2.9965498
Kurtosis57.134208
Mean1.5823174 × 109
Median Absolute Deviation (MAD)1.3103078 × 108
Skewness6.2872892
Sum7.8641173 × 1012
Variance2.2481754 × 1019
MonotonicityNot monotonic
2023-12-12T19:50:32.215921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2000000 19
 
0.4%
1000000 16
 
0.3%
4000000 14
 
0.3%
3000000 13
 
0.3%
5000000 11
 
0.2%
6000000 9
 
0.2%
1200000 8
 
0.2%
7000000 8
 
0.2%
3600000 8
 
0.2%
9000000 7
 
0.1%
Other values (4678) 4857
97.7%
ValueCountFrequency (%)
10000 1
 
< 0.1%
17000 1
 
< 0.1%
108000 1
 
< 0.1%
176820 1
 
< 0.1%
200000 2
< 0.1%
239000 1
 
< 0.1%
250000 1
 
< 0.1%
270000 1
 
< 0.1%
300000 4
0.1%
315000 1
 
< 0.1%
ValueCountFrequency (%)
88673252160 1
< 0.1%
54010997840 1
< 0.1%
54009173885 1
< 0.1%
49802995133 1
< 0.1%
49768120575 1
< 0.1%
47759877507 1
< 0.1%
47365966523 1
< 0.1%
46910124796 1
< 0.1%
44032761983 1
< 0.1%
43310114133 1
< 0.1%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
2023-10-31
4970 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-10-31
2nd row2023-10-31
3rd row2023-10-31
4th row2023-10-31
5th row2023-10-31

Common Values

ValueCountFrequency (%)
2023-10-31 4970
100.0%

Length

2023-12-12T19:50:32.474746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:50:32.643931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-10-31 4970
100.0%

제공기관코드
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
B552529
4970 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowB552529
2nd rowB552529
3rd rowB552529
4th rowB552529
5th rowB552529

Common Values

ValueCountFrequency (%)
B552529 4970
100.0%

Length

2023-12-12T19:50:32.806914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:50:32.960813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
b552529 4970
100.0%

제공기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.0 KiB
한국장학재단
4970 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
한국장학재단 4970
100.0%

Length

2023-12-12T19:50:33.145657image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:50:33.341731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국장학재단 4970
100.0%

Interactions

2023-12-12T19:50:24.254627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:50:23.266441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:50:24.704005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:50:23.767623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T19:50:33.455022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시도코드시도명대학구분명장학금유형구분명교내외구분명장학금액
시도코드1.0001.0000.2230.0000.0280.000
시도명1.0001.0000.2960.0000.0000.000
대학구분명0.2230.2961.0000.1990.1530.148
장학금유형구분명0.0000.0000.1991.0001.0000.367
교내외구분명0.0280.0000.1531.0001.0000.325
장학금액0.0000.0000.1480.3670.3251.000
2023-12-12T19:50:33.676918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장학금유형구분명교내외구분명시도명대학구분명
장학금유형구분명1.0000.9990.0000.100
교내외구분명0.9991.0000.0000.110
시도명0.0000.0001.0000.144
대학구분명0.1000.1100.1441.000
2023-12-12T19:50:33.896431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시도코드장학금액시도명대학구분명장학금유형구분명교내외구분명
시도코드1.000-0.0930.9990.1260.0000.024
장학금액-0.0931.0000.0000.0820.1890.244
시도명0.9990.0001.0000.1440.0000.000
대학구분명0.1260.0820.1441.0000.1000.110
장학금유형구분명0.0000.1890.0000.1001.0000.999
교내외구분명0.0240.2440.0000.1100.9991.000

Missing values

2023-12-12T19:50:25.276208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:50:25.972287image/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

시도코드시도명대학교명대학구분명장학금유형구분명교내외구분명장학금액데이터기준일자제공기관코드제공기관명
026부산광역시한국폴리텍 VII 대학 부산캠퍼스전문대학교내-저소득장학금교내288115002023-10-31B552529한국장학재단
126부산광역시한국폴리텍 VII 대학 부산캠퍼스전문대학교외-국가교외10578052172023-10-31B552529한국장학재단
226부산광역시한국폴리텍 VII 대학 부산캠퍼스전문대학교외-사설 및 기타교외333000002023-10-31B552529한국장학재단
326부산광역시한국폴리텍 VII 대학 부산캠퍼스전문대학교외-지방자치단체교외22160002023-10-31B552529한국장학재단
431울산광역시한국폴리텍 VII 대학 울산캠퍼스전문대학교내-교직원장학금교내24320002023-10-31B552529한국장학재단
531울산광역시한국폴리텍 VII 대학 울산캠퍼스전문대학교내-근로장학금교내774140002023-10-31B552529한국장학재단
631울산광역시한국폴리텍 VII 대학 울산캠퍼스전문대학교내-기타장학금교내109440002023-10-31B552529한국장학재단
731울산광역시한국폴리텍 VII 대학 울산캠퍼스전문대학교내-성적우수장학금교내571520002023-10-31B552529한국장학재단
831울산광역시한국폴리텍 VII 대학 울산캠퍼스전문대학교내-저소득장학금교내225040002023-10-31B552529한국장학재단
931울산광역시한국폴리텍 VII 대학 울산캠퍼스전문대학교외-국가교외6898773342023-10-31B552529한국장학재단
시도코드시도명대학교명대학구분명장학금유형구분명교내외구분명장학금액데이터기준일자제공기관코드제공기관명
496048경상남도창신대학교특수대학원교내-기타장학금교내5960000002023-10-31B552529한국장학재단
496148경상남도창신대학교특수대학원교외-사설 및 기타교외35000002023-10-31B552529한국장학재단
496241경기도신한대학교특수대학원교내-기타장학금교내1818000002023-10-31B552529한국장학재단
496341경기도신한대학교특수대학원교외-사설 및 기타교외75000002023-10-31B552529한국장학재단
496444충청남도한국전통문화대학교(일반)특수대학원교내-기타장학금교내6000002023-10-31B552529한국장학재단
496544충청남도한국전통문화대학교(일반)특수대학원교내-성적우수장학금교내169885002023-10-31B552529한국장학재단
496648경상남도가야대학교(김해)특수대학원교내-근로장학금교내2000002023-10-31B552529한국장학재단
496748경상남도가야대학교(김해)특수대학원교내-기타장학금교내1262413002023-10-31B552529한국장학재단
496841경기도구세군사관대학원대학교특수대학원교내-기타장학금교내1424000002023-10-31B552529한국장학재단
496941경기도구세군사관대학원대학교특수대학원교외-사설 및 기타교외891000002023-10-31B552529한국장학재단