Overview

Dataset statistics

Number of variables6
Number of observations42
Missing cells30
Missing cells (%)11.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.1 KiB
Average record size in memory52.1 B

Variable types

Numeric1
Text5

Dataset

Description독립기념관에서 실시한 교육프로그램에 관한 자료로 2019년, 2020년, 2021년, 2022년 교육프로그램에 대한 내용을 담고 있습니다.
URLhttps://www.data.go.kr/data/15072463/fileData.do

Alerts

2020년 교육프로그램 has 8 (19.0%) missing valuesMissing
2021년 교육프로그램 has 5 (11.9%) missing valuesMissing
2022년 교육프로그램 has 11 (26.2%) missing valuesMissing
2023년 교육프로그램 has 6 (14.3%) missing valuesMissing
구분 has unique valuesUnique
2019년 교육프로그램 has unique valuesUnique

Reproduction

Analysis started2023-12-12 16:51:04.468096
Analysis finished2023-12-12 16:51:05.502750
Duration1.03 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Real number (ℝ)

UNIQUE 

Distinct42
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.5
Minimum1
Maximum42
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size510.0 B
2023-12-13T01:51:05.586806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.05
Q111.25
median21.5
Q331.75
95-th percentile39.95
Maximum42
Range41
Interquartile range (IQR)20.5

Descriptive statistics

Standard deviation12.267844
Coefficient of variation (CV)0.5705974
Kurtosis-1.2
Mean21.5
Median Absolute Deviation (MAD)10.5
Skewness0
Sum903
Variance150.5
MonotonicityStrictly increasing
2023-12-13T01:51:05.749434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
1 1
 
2.4%
33 1
 
2.4%
25 1
 
2.4%
26 1
 
2.4%
27 1
 
2.4%
28 1
 
2.4%
29 1
 
2.4%
30 1
 
2.4%
31 1
 
2.4%
32 1
 
2.4%
Other values (32) 32
76.2%
ValueCountFrequency (%)
1 1
2.4%
2 1
2.4%
3 1
2.4%
4 1
2.4%
5 1
2.4%
6 1
2.4%
7 1
2.4%
8 1
2.4%
9 1
2.4%
10 1
2.4%
ValueCountFrequency (%)
42 1
2.4%
41 1
2.4%
40 1
2.4%
39 1
2.4%
38 1
2.4%
37 1
2.4%
36 1
2.4%
35 1
2.4%
34 1
2.4%
33 1
2.4%

2019년 교육프로그램
Text

UNIQUE 

Distinct42
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size468.0 B
2023-12-13T01:51:06.093300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length28
Median length17.5
Mean length12.5
Min length5

Characters and Unicode

Total characters525
Distinct characters145
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique42 ?
Unique (%)100.0%

Sample

1st row학습주간_전시관으로 보는 3.1운동
2nd row학습주간_대한민국임시정부 이야기
3rd row학습주간_나도 한국광복군
4th row역사한마당
5th row토요역사체험
ValueCountFrequency (%)
독립기념관 9
 
8.0%
탐방 7
 
6.2%
교육 6
 
5.3%
현충시설 3
 
2.7%
독립군체험학교 3
 
2.7%
독립운동사적지 2
 
1.8%
교원 2
 
1.8%
연계 2
 
1.8%
독도는 2
 
1.8%
답사 2
 
1.8%
Other values (71) 75
66.4%
2023-12-13T01:51:06.601231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
71
 
13.5%
독 24
 
4.6%
교 19
 
3.6%
립 18
 
3.4%
관 15
 
2.9%
기 13
 
2.5%
사 12
 
2.3%
육 11
 
2.1%
o 10
 
1.9%
념 9
 
1.7%
Other values (135) 323
61.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 398
75.8%
Space Separator 71
 
13.5%
Lowercase Letter 35
 
6.7%
Uppercase Letter 7
 
1.3%
Other Punctuation 5
 
1.0%
Connector Punctuation 3
 
0.6%
Open Punctuation 2
 
0.4%
Close Punctuation 2
 
0.4%
Decimal Number 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
독 24
 
6.0%
교 19
 
4.8%
립 18
 
4.5%
관 15
 
3.8%
기 13
 
3.3%
사 12
 
3.0%
육 11
 
2.8%
념 9
 
2.3%
는 8
 
2.0%
학 8
 
2.0%
Other values (112) 261
65.6%
Lowercase Letter
ValueCountFrequency (%)
o 10
28.6%
d 6
17.1%
e 5
14.3%
a 4
 
11.4%
r 3
 
8.6%
k 2
 
5.7%
n 2
 
5.7%
u 1
 
2.9%
y 1
 
2.9%
w 1
 
2.9%
Uppercase Letter
ValueCountFrequency (%)
L 2
28.6%
G 2
28.6%
D 2
28.6%
K 1
14.3%
Other Punctuation
ValueCountFrequency (%)
? 3
60.0%
. 1
 
20.0%
! 1
 
20.0%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
3 1
50.0%
Space Separator
ValueCountFrequency (%)
71
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 398
75.8%
Common 85
 
16.2%
Latin 42
 
8.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
독 24
 
6.0%
교 19
 
4.8%
립 18
 
4.5%
관 15
 
3.8%
기 13
 
3.3%
사 12
 
3.0%
육 11
 
2.8%
념 9
 
2.3%
는 8
 
2.0%
학 8
 
2.0%
Other values (112) 261
65.6%
Latin
ValueCountFrequency (%)
o 10
23.8%
d 6
14.3%
e 5
11.9%
a 4
 
9.5%
r 3
 
7.1%
L 2
 
4.8%
G 2
 
4.8%
k 2
 
4.8%
D 2
 
4.8%
n 2
 
4.8%
Other values (4) 4
 
9.5%
Common
ValueCountFrequency (%)
71
83.5%
_ 3
 
3.5%
? 3
 
3.5%
( 2
 
2.4%
) 2
 
2.4%
1 1
 
1.2%
. 1
 
1.2%
3 1
 
1.2%
! 1
 
1.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 398
75.8%
ASCII 127
 
24.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
71
55.9%
o 10
 
7.9%
d 6
 
4.7%
e 5
 
3.9%
a 4
 
3.1%
_ 3
 
2.4%
? 3
 
2.4%
r 3
 
2.4%
( 2
 
1.6%
) 2
 
1.6%
Other values (13) 18
 
14.2%
Hangul
ValueCountFrequency (%)
독 24
 
6.0%
교 19
 
4.8%
립 18
 
4.5%
관 15
 
3.8%
기 13
 
3.3%
사 12
 
3.0%
육 11
 
2.8%
념 9
 
2.3%
는 8
 
2.0%
학 8
 
2.0%
Other values (112) 261
65.6%

2020년 교육프로그램
Text

MISSING 

Distinct34
Distinct (%)100.0%
Missing8
Missing (%)19.0%
Memory size468.0 B
2023-12-13T01:51:06.939923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length18
Mean length12.117647
Min length5

Characters and Unicode

Total characters412
Distinct characters126
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique34 ?
Unique (%)100.0%

Sample

1st row역사한마당
2nd row토요역사체험
3rd row전시관람 지원사업
4th row독립기념관 청소년학교
5th row독립기념관 런닝맨
ValueCountFrequency (%)
교육 4
 
4.4%
독립기념관 4
 
4.4%
독립군체험학교 3
 
3.3%
찾아가는 3
 
3.3%
답사 3
 
3.3%
탐방 2
 
2.2%
good 2
 
2.2%
독도 2
 
2.2%
놀자 2
 
2.2%
독도야 2
 
2.2%
Other values (59) 63
70.0%
2023-12-13T01:51:07.532706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
58
 
14.1%
독 21
 
5.1%
교 20
 
4.9%
립 14
 
3.4%
사 12
 
2.9%
육 11
 
2.7%
도 9
 
2.2%
군 9
 
2.2%
학 8
 
1.9%
기 8
 
1.9%
Other values (116) 242
58.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 320
77.7%
Space Separator 58
 
14.1%
Lowercase Letter 16
 
3.9%
Uppercase Letter 6
 
1.5%
Close Punctuation 5
 
1.2%
Open Punctuation 5
 
1.2%
Other Punctuation 2
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
독 21
 
6.6%
교 20
 
6.2%
립 14
 
4.4%
사 12
 
3.8%
육 11
 
3.4%
도 9
 
2.8%
군 9
 
2.8%
학 8
 
2.5%
기 8
 
2.5%
험 7
 
2.2%
Other values (102) 201
62.8%
Lowercase Letter
ValueCountFrequency (%)
o 4
25.0%
d 4
25.0%
e 4
25.0%
r 2
12.5%
a 2
12.5%
Uppercase Letter
ValueCountFrequency (%)
G 2
33.3%
L 2
33.3%
N 1
16.7%
O 1
16.7%
Other Punctuation
ValueCountFrequency (%)
? 1
50.0%
! 1
50.0%
Space Separator
ValueCountFrequency (%)
58
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 320
77.7%
Common 70
 
17.0%
Latin 22
 
5.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
독 21
 
6.6%
교 20
 
6.2%
립 14
 
4.4%
사 12
 
3.8%
육 11
 
3.4%
도 9
 
2.8%
군 9
 
2.8%
학 8
 
2.5%
기 8
 
2.5%
험 7
 
2.2%
Other values (102) 201
62.8%
Latin
ValueCountFrequency (%)
o 4
18.2%
d 4
18.2%
e 4
18.2%
r 2
9.1%
G 2
9.1%
L 2
9.1%
a 2
9.1%
N 1
 
4.5%
O 1
 
4.5%
Common
ValueCountFrequency (%)
58
82.9%
) 5
 
7.1%
( 5
 
7.1%
? 1
 
1.4%
! 1
 
1.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 320
77.7%
ASCII 92
 
22.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
58
63.0%
) 5
 
5.4%
( 5
 
5.4%
o 4
 
4.3%
d 4
 
4.3%
e 4
 
4.3%
r 2
 
2.2%
G 2
 
2.2%
L 2
 
2.2%
a 2
 
2.2%
Other values (4) 4
 
4.3%
Hangul
ValueCountFrequency (%)
독 21
 
6.6%
교 20
 
6.2%
립 14
 
4.4%
사 12
 
3.8%
육 11
 
3.4%
도 9
 
2.8%
군 9
 
2.8%
학 8
 
2.5%
기 8
 
2.5%
험 7
 
2.2%
Other values (102) 201
62.8%

2021년 교육프로그램
Text

MISSING 

Distinct37
Distinct (%)100.0%
Missing5
Missing (%)11.9%
Memory size468.0 B
2023-12-13T01:51:07.861865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length16
Mean length12.621622
Min length5

Characters and Unicode

Total characters467
Distinct characters135
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique37 ?
Unique (%)100.0%

Sample

1st row전시관람 지원사업
2nd row나는 청소년 학예연구사
3rd row독립기념관 런닝맨
4th row우리우리 태극기
5th row온택트 독립기념관 탐방
ValueCountFrequency (%)
독립기념관 5
 
5.0%
교육 4
 
4.0%
독립군체험학교 3
 
3.0%
온라인 3
 
3.0%
독도 3
 
3.0%
임시정부 3
 
3.0%
찾아가는 2
 
2.0%
학예연구사 2
 
2.0%
독도는 2
 
2.0%
보급 2
 
2.0%
Other values (67) 72
71.3%
2023-12-13T01:51:08.366023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
67
 
14.3%
교 23
 
4.9%
독 21
 
4.5%
립 13
 
2.8%
육 12
 
2.6%
체 11
 
2.4%
험 11
 
2.4%
사 11
 
2.4%
( 9
 
1.9%
) 9
 
1.9%
Other values (125) 280
60.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 368
78.8%
Space Separator 67
 
14.3%
Open Punctuation 9
 
1.9%
Close Punctuation 9
 
1.9%
Lowercase Letter 8
 
1.7%
Other Punctuation 4
 
0.9%
Uppercase Letter 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 23
 
6.2%
독 21
 
5.7%
립 13
 
3.5%
육 12
 
3.3%
체 11
 
3.0%
험 11
 
3.0%
사 11
 
3.0%
관 9
 
2.4%
학 9
 
2.4%
도 9
 
2.4%
Other values (112) 239
64.9%
Lowercase Letter
ValueCountFrequency (%)
o 2
25.0%
e 2
25.0%
d 2
25.0%
a 1
12.5%
r 1
12.5%
Other Punctuation
ValueCountFrequency (%)
! 2
50.0%
? 1
25.0%
, 1
25.0%
Uppercase Letter
ValueCountFrequency (%)
L 1
50.0%
G 1
50.0%
Space Separator
ValueCountFrequency (%)
67
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 368
78.8%
Common 89
 
19.1%
Latin 10
 
2.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 23
 
6.2%
독 21
 
5.7%
립 13
 
3.5%
육 12
 
3.3%
체 11
 
3.0%
험 11
 
3.0%
사 11
 
3.0%
관 9
 
2.4%
학 9
 
2.4%
도 9
 
2.4%
Other values (112) 239
64.9%
Latin
ValueCountFrequency (%)
o 2
20.0%
e 2
20.0%
d 2
20.0%
a 1
10.0%
r 1
10.0%
L 1
10.0%
G 1
10.0%
Common
ValueCountFrequency (%)
67
75.3%
( 9
 
10.1%
) 9
 
10.1%
! 2
 
2.2%
? 1
 
1.1%
, 1
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 368
78.8%
ASCII 99
 
21.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
67
67.7%
( 9
 
9.1%
) 9
 
9.1%
! 2
 
2.0%
o 2
 
2.0%
e 2
 
2.0%
d 2
 
2.0%
a 1
 
1.0%
r 1
 
1.0%
L 1
 
1.0%
Other values (3) 3
 
3.0%
Hangul
ValueCountFrequency (%)
교 23
 
6.2%
독 21
 
5.7%
립 13
 
3.5%
육 12
 
3.3%
체 11
 
3.0%
험 11
 
3.0%
사 11
 
3.0%
관 9
 
2.4%
학 9
 
2.4%
도 9
 
2.4%
Other values (112) 239
64.9%

2022년 교육프로그램
Text

MISSING 

Distinct31
Distinct (%)100.0%
Missing11
Missing (%)26.2%
Memory size468.0 B
2023-12-13T01:51:08.659609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length20
Mean length13.548387
Min length6

Characters and Unicode

Total characters420
Distinct characters123
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)100.0%

Sample

1st row나는 청소년 학예사
2nd row우리우리 태극기
3rd row어린이 독립군체험학교
4th row청소년 독립군체험캠프
5th row찾아가는 독립군체험학교(국내)
ValueCountFrequency (%)
교육 4
 
4.4%
독도탐구학교 3
 
3.3%
독도 3
 
3.3%
답사 3
 
3.3%
교원 2
 
2.2%
독립기념관 2
 
2.2%
공동 2
 
2.2%
어떤 2
 
2.2%
독도는 2
 
2.2%
임시정부 2
 
2.2%
Other values (59) 65
72.2%
2023-12-13T01:51:09.199702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
62
 
14.8%
교 25
 
6.0%
독 20
 
4.8%
육 12
 
2.9%
사 11
 
2.6%
립 11
 
2.6%
학 10
 
2.4%
도 10
 
2.4%
체 8
 
1.9%
험 8
 
1.9%
Other values (113) 243
57.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 323
76.9%
Space Separator 62
 
14.8%
Lowercase Letter 16
 
3.8%
Open Punctuation 6
 
1.4%
Close Punctuation 6
 
1.4%
Uppercase Letter 4
 
1.0%
Other Punctuation 3
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 25
 
7.7%
독 20
 
6.2%
육 12
 
3.7%
사 11
 
3.4%
립 11
 
3.4%
학 10
 
3.1%
도 10
 
3.1%
체 8
 
2.5%
험 8
 
2.5%
군 7
 
2.2%
Other values (101) 201
62.2%
Lowercase Letter
ValueCountFrequency (%)
o 4
25.0%
d 4
25.0%
e 4
25.0%
a 2
12.5%
r 2
12.5%
Uppercase Letter
ValueCountFrequency (%)
L 2
50.0%
G 2
50.0%
Other Punctuation
ValueCountFrequency (%)
? 2
66.7%
! 1
33.3%
Space Separator
ValueCountFrequency (%)
62
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 323
76.9%
Common 77
 
18.3%
Latin 20
 
4.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 25
 
7.7%
독 20
 
6.2%
육 12
 
3.7%
사 11
 
3.4%
립 11
 
3.4%
학 10
 
3.1%
도 10
 
3.1%
체 8
 
2.5%
험 8
 
2.5%
군 7
 
2.2%
Other values (101) 201
62.2%
Latin
ValueCountFrequency (%)
o 4
20.0%
d 4
20.0%
e 4
20.0%
L 2
10.0%
G 2
10.0%
a 2
10.0%
r 2
10.0%
Common
ValueCountFrequency (%)
62
80.5%
( 6
 
7.8%
) 6
 
7.8%
? 2
 
2.6%
! 1
 
1.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 323
76.9%
ASCII 97
 
23.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
62
63.9%
( 6
 
6.2%
) 6
 
6.2%
o 4
 
4.1%
d 4
 
4.1%
e 4
 
4.1%
L 2
 
2.1%
G 2
 
2.1%
a 2
 
2.1%
r 2
 
2.1%
Other values (2) 3
 
3.1%
Hangul
ValueCountFrequency (%)
교 25
 
7.7%
독 20
 
6.2%
육 12
 
3.7%
사 11
 
3.4%
립 11
 
3.4%
학 10
 
3.1%
도 10
 
3.1%
체 8
 
2.5%
험 8
 
2.5%
군 7
 
2.2%
Other values (101) 201
62.2%

2023년 교육프로그램
Text

MISSING 

Distinct36
Distinct (%)100.0%
Missing6
Missing (%)14.3%
Memory size468.0 B
2023-12-13T01:51:09.557487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length19
Mean length14.944444
Min length6

Characters and Unicode

Total characters538
Distinct characters159
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)100.0%

Sample

1st row토요역사체험
2nd row우리 우리 태극기
3rd row나는 청소년 학예사
4th row꼬리에 꼬리를 무는 3·1운동 탐방이야기
5th row어린이 독립군체험학교
ValueCountFrequency (%)
독립운동 4
 
3.3%
임시정부 4
 
3.3%
대한민국 4
 
3.3%
우리 3
 
2.5%
찾아가는 2
 
1.6%
good 2
 
1.6%
leader 2
 
1.6%
연수 2
 
1.6%
독립기념관 2
 
1.6%
및 2
 
1.6%
Other values (86) 95
77.9%
2023-12-13T01:51:10.446369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
86
 
16.0%
독 19
 
3.5%
교 16
 
3.0%
립 15
 
2.8%
o 14
 
2.6%
사 12
 
2.2%
육 11
 
2.0%
e 9
 
1.7%
리 8
 
1.5%
운 8
 
1.5%
Other values (149) 340
63.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 368
68.4%
Space Separator 86
 
16.0%
Lowercase Letter 56
 
10.4%
Uppercase Letter 12
 
2.2%
Other Punctuation 6
 
1.1%
Open Punctuation 4
 
0.7%
Close Punctuation 4
 
0.7%
Decimal Number 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
독 19
 
5.2%
교 16
 
4.3%
립 15
 
4.1%
사 12
 
3.3%
육 11
 
3.0%
리 8
 
2.2%
운 8
 
2.2%
동 8
 
2.2%
군 8
 
2.2%
는 7
 
1.9%
Other values (116) 256
69.6%
Lowercase Letter
ValueCountFrequency (%)
o 14
25.0%
e 9
16.1%
d 7
12.5%
a 4
 
7.1%
t 3
 
5.4%
r 3
 
5.4%
k 3
 
5.4%
p 2
 
3.6%
n 2
 
3.6%
y 2
 
3.6%
Other values (7) 7
12.5%
Uppercase Letter
ValueCountFrequency (%)
D 3
25.0%
G 2
16.7%
L 2
16.7%
S 1
 
8.3%
N 1
 
8.3%
O 1
 
8.3%
W 1
 
8.3%
K 1
 
8.3%
Other Punctuation
ValueCountFrequency (%)
! 3
50.0%
? 2
33.3%
· 1
 
16.7%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
3 1
50.0%
Space Separator
ValueCountFrequency (%)
86
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 368
68.4%
Common 102
 
19.0%
Latin 68
 
12.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
독 19
 
5.2%
교 16
 
4.3%
립 15
 
4.1%
사 12
 
3.3%
육 11
 
3.0%
리 8
 
2.2%
운 8
 
2.2%
동 8
 
2.2%
군 8
 
2.2%
는 7
 
1.9%
Other values (116) 256
69.6%
Latin
ValueCountFrequency (%)
o 14
20.6%
e 9
13.2%
d 7
 
10.3%
a 4
 
5.9%
D 3
 
4.4%
t 3
 
4.4%
r 3
 
4.4%
k 3
 
4.4%
G 2
 
2.9%
p 2
 
2.9%
Other values (15) 18
26.5%
Common
ValueCountFrequency (%)
86
84.3%
( 4
 
3.9%
) 4
 
3.9%
! 3
 
2.9%
? 2
 
2.0%
· 1
 
1.0%
1 1
 
1.0%
3 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 368
68.4%
ASCII 169
31.4%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
86
50.9%
o 14
 
8.3%
e 9
 
5.3%
d 7
 
4.1%
a 4
 
2.4%
( 4
 
2.4%
) 4
 
2.4%
D 3
 
1.8%
t 3
 
1.8%
r 3
 
1.8%
Other values (22) 32
 
18.9%
Hangul
ValueCountFrequency (%)
독 19
 
5.2%
교 16
 
4.3%
립 15
 
4.1%
사 12
 
3.3%
육 11
 
3.0%
리 8
 
2.2%
운 8
 
2.2%
동 8
 
2.2%
군 8
 
2.2%
는 7
 
1.9%
Other values (116) 256
69.6%
None
ValueCountFrequency (%)
· 1
100.0%

Interactions

2023-12-13T01:51:05.045178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:51:10.563833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분2019년 교육프로그램2020년 교육프로그램2021년 교육프로그램2022년 교육프로그램2023년 교육프로그램
구분1.0001.0001.0001.0001.0001.000
2019년 교육프로그램1.0001.0001.0001.0001.0001.000
2020년 교육프로그램1.0001.0001.0001.0001.0001.000
2021년 교육프로그램1.0001.0001.0001.0001.0001.000
2022년 교육프로그램1.0001.0001.0001.0001.0001.000
2023년 교육프로그램1.0001.0001.0001.0001.0001.000

Missing values

2023-12-13T01:51:05.153899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:51:05.304924image/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.
2023-12-13T01:51:05.422185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

구분2019년 교육프로그램2020년 교육프로그램2021년 교육프로그램2022년 교육프로그램2023년 교육프로그램
01학습주간_전시관으로 보는 3.1운동역사한마당전시관람 지원사업나는 청소년 학예사토요역사체험
12학습주간_대한민국임시정부 이야기토요역사체험나는 청소년 학예연구사우리우리 태극기우리 우리 태극기
23학습주간_나도 한국광복군전시관람 지원사업독립기념관 런닝맨어린이 독립군체험학교나는 청소년 학예사
34역사한마당독립기념관 청소년학교우리우리 태극기청소년 독립군체험캠프꼬리에 꼬리를 무는 3·1운동 탐방이야기
45토요역사체험독립기념관 런닝맨온택트 독립기념관 탐방찾아가는 독립군체험학교(국내)어린이 독립군체험학교
56나랑 닮은 독립운동가는?우리우리 태극기어린이 독립군체험학교찾아가는 독립군체험학교(국외)모바일 독립군 탐방
67전시관람 지원사업여름 방학 전시연계교육청소년 독립군체험캠프독립군체험학교 관람객 교육청소년 독립군체험캠프
78독립기념관 청소년학교어린이 독립군체험학교독립군체험학교 답사(예산, 군산)온라인으로 만나는 독립군 이야기찾아라 독립군
89독립기념관 런닝맨청소년 독립군체험캠프찾아가는 독립군체험학교(국내)독도는 어떤 모습일까요?찾아가는 독립군체험학교
910우리우리 태극기독립군체험학교 답사찾아가는 독립군체험학교(국외)독도는 우리 땅!독도는 어떤 모습일까요?
구분2019년 교육프로그램2020년 교육프로그램2021년 교육프로그램2022년 교육프로그램2023년 교육프로그램
3233Good Leader 역사교육(군인)충남 고등학생 답사독립기념관 관람감상문 공모대회<NA>충남 교육청 연계 독립운동 교육강사 양성
3334육군 정훈장교 독립운동사 교육충청남도 협력 문화캠프충청남도교육청 공동 독립운동 교육강사 양성<NA>충청권 역사교육 한마당
3435국민교양강좌<NA>학예연구사 진로체험 교육<NA>충청권 역사동아리 학생답사
3536재외동포 독립기념관 탐방<NA>역사한마당<NA>방과 후 놀러 ON 홈캠프 독립군체험교육
3637외국인 독립기념관 탐방<NA>충남 가족 캠프<NA><NA>
3738다문화 독립기념관 탐방<NA><NA><NA><NA>
3839독립기념관 관람감상문 공모대회<NA><NA><NA><NA>
3940현충시설 실무협의회<NA><NA><NA><NA>
4041현충시설 연계 교육<NA><NA><NA><NA>
4142대외기관 연계 교육<NA><NA><NA><NA>