Overview

Dataset statistics

Number of variables5
Number of observations279
Missing cells2
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.0 KiB
Average record size in memory40.5 B

Variable types

DateTime2
Categorical1
Text2

Dataset

Description보령시립도서관(죽정도서관) 동아리방 사용신청 정보 데이터로 모임명, 사용목적, 신청일, 신청시간을 제공합니다.
URLhttps://www.data.go.kr/data/15039883/fileData.do

Alerts

데이터기준일자 has constant value ""Constant

Reproduction

Analysis started2023-12-12 09:12:42.017786
Analysis finished2023-12-12 09:12:42.508725
Duration0.49 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

신청일
Date

Distinct239
Distinct (%)85.7%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
Minimum2018-02-19 00:00:00
Maximum2109-11-28 00:00:00
2023-12-12T18:12:42.607641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:43.058950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

신청시간
Categorical

Distinct7
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
19:00~21:00
185 
15:00~17:00
27 
13:00~15:00
20 
09:00~11:00
19 
17:00~19:00
 
16
Other values (2)
 
12

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique1 ?
Unique (%)0.4%

Sample

1st row19:00~21:00
2nd row19:00~21:00
3rd row19:00~21:00
4th row19:00~21:00
5th row19:00~21:00

Common Values

ValueCountFrequency (%)
19:00~21:00 185
66.3%
15:00~17:00 27
 
9.7%
13:00~15:00 20
 
7.2%
09:00~11:00 19
 
6.8%
17:00~19:00 16
 
5.7%
11:00~13:00 11
 
3.9%
10:00~12:00 1
 
0.4%

Length

2023-12-12T18:12:43.193570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:12:43.309304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
19:00~21:00 185
66.3%
15:00~17:00 27
 
9.7%
13:00~15:00 20
 
7.2%
09:00~11:00 19
 
6.8%
17:00~19:00 16
 
5.7%
11:00~13:00 11
 
3.9%
10:00~12:00 1
 
0.4%

모임명
Text

Distinct67
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2023-12-12T18:12:43.539020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length4.8422939
Min length2

Characters and Unicode

Total characters1351
Distinct characters137
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)10.4%

Sample

1st row녹색평론
2nd row보령스피치
3rd row책익는마을
4th row영어스터디
5th row보령서향
ValueCountFrequency (%)
영어스터디 35
 
11.5%
캘리그라피 35
 
11.5%
n4 19
 
6.2%
녹색평론 12
 
3.9%
인피니티 10
 
3.3%
책익는마을 9
 
3.0%
당연하지 9
 
3.0%
보령스피치 8
 
2.6%
독서모임 8
 
2.6%
영어회화 7
 
2.3%
Other values (58) 152
50.0%
2023-12-12T18:12:44.053747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
리 61
 
4.5%
피 54
 
4.0%
스 49
 
3.6%
그 45
 
3.3%
어 43
 
3.2%
영 42
 
3.1%
터 36
 
2.7%
디 36
 
2.7%
캘 35
 
2.6%
라 35
 
2.6%
Other values (127) 915
67.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1217
90.1%
Uppercase Letter 44
 
3.3%
Space Separator 30
 
2.2%
Decimal Number 28
 
2.1%
Open Punctuation 9
 
0.7%
Close Punctuation 9
 
0.7%
Lowercase Letter 7
 
0.5%
Other Punctuation 6
 
0.4%
Other Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 61
 
5.0%
피 54
 
4.4%
스 49
 
4.0%
그 45
 
3.7%
어 43
 
3.5%
영 42
 
3.5%
터 36
 
3.0%
디 36
 
3.0%
캘 35
 
2.9%
라 35
 
2.9%
Other values (107) 781
64.2%
Decimal Number
ValueCountFrequency (%)
4 20
71.4%
1 4
 
14.3%
0 1
 
3.6%
3 1
 
3.6%
8 1
 
3.6%
9 1
 
3.6%
Uppercase Letter
ValueCountFrequency (%)
N 20
45.5%
E 8
 
18.2%
S 6
 
13.6%
C 5
 
11.4%
A 5
 
11.4%
Lowercase Letter
ValueCountFrequency (%)
s 3
42.9%
c 3
42.9%
p 1
 
14.3%
Other Punctuation
ValueCountFrequency (%)
. 5
83.3%
/ 1
 
16.7%
Space Separator
ValueCountFrequency (%)
30
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%
Other Symbol
ValueCountFrequency (%)
♡ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1217
90.1%
Common 83
 
6.1%
Latin 51
 
3.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 61
 
5.0%
피 54
 
4.4%
스 49
 
4.0%
그 45
 
3.7%
어 43
 
3.5%
영 42
 
3.5%
터 36
 
3.0%
디 36
 
3.0%
캘 35
 
2.9%
라 35
 
2.9%
Other values (107) 781
64.2%
Common
ValueCountFrequency (%)
30
36.1%
4 20
24.1%
( 9
 
10.8%
) 9
 
10.8%
. 5
 
6.0%
1 4
 
4.8%
0 1
 
1.2%
3 1
 
1.2%
8 1
 
1.2%
♡ 1
 
1.2%
Other values (2) 2
 
2.4%
Latin
ValueCountFrequency (%)
N 20
39.2%
E 8
 
15.7%
S 6
 
11.8%
C 5
 
9.8%
A 5
 
9.8%
s 3
 
5.9%
c 3
 
5.9%
p 1
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1217
90.1%
ASCII 133
 
9.8%
Misc Symbols 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
리 61
 
5.0%
피 54
 
4.4%
스 49
 
4.0%
그 45
 
3.7%
어 43
 
3.5%
영 42
 
3.5%
터 36
 
3.0%
디 36
 
3.0%
캘 35
 
2.9%
라 35
 
2.9%
Other values (107) 781
64.2%
ASCII
ValueCountFrequency (%)
30
22.6%
4 20
15.0%
N 20
15.0%
( 9
 
6.8%
) 9
 
6.8%
E 8
 
6.0%
S 6
 
4.5%
C 5
 
3.8%
A 5
 
3.8%
. 5
 
3.8%
Other values (9) 16
12.0%
Misc Symbols
ValueCountFrequency (%)
♡ 1
100.0%

사용목적
Text

Distinct122
Distinct (%)44.0%
Missing2
Missing (%)0.7%
Memory size2.3 KiB
2023-12-12T18:12:44.391991image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length93
Median length35
Mean length11.263538
Min length2

Characters and Unicode

Total characters3120
Distinct characters236
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique96 ?
Unique (%)34.7%

Sample

1st row독서토론
2nd row보령시 스피치동아리모임
3rd row보령책익는마을 독서토론 모임
4th row영어스터디
5th row보령서향(독서토론 모임) 독서 토론
ValueCountFrequency (%)
독서토론 60
 
7.8%
스터디 60
 
7.8%
토론 34
 
4.4%
캘리그라피 25
 
3.2%
만들기 16
 
2.1%
후 12
 
1.6%
피드백 11
 
1.4%
독서 11
 
1.4%
예정 11
 
1.4%
위한 11
 
1.4%
Other values (234) 523
67.6%
2023-12-12T18:12:44.888441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
509
 
16.3%
토 117
 
3.8%
론 112
 
3.6%
서 111
 
3.6%
독 100
 
3.2%
터 73
 
2.3%
스 72
 
2.3%
디 68
 
2.2%
리 64
 
2.1%
모 47
 
1.5%
Other values (226) 1847
59.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2428
77.8%
Space Separator 509
 
16.3%
Other Punctuation 77
 
2.5%
Lowercase Letter 34
 
1.1%
Decimal Number 29
 
0.9%
Uppercase Letter 21
 
0.7%
Close Punctuation 9
 
0.3%
Open Punctuation 9
 
0.3%
Math Symbol 3
 
0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
토 117
 
4.8%
론 112
 
4.6%
서 111
 
4.6%
독 100
 
4.1%
터 73
 
3.0%
스 72
 
3.0%
디 68
 
2.8%
리 64
 
2.6%
모 47
 
1.9%
동 45
 
1.9%
Other values (196) 1619
66.7%
Decimal Number
ValueCountFrequency (%)
1 12
41.4%
2 6
20.7%
0 5
17.2%
4 2
 
6.9%
5 2
 
6.9%
9 1
 
3.4%
7 1
 
3.4%
Other Punctuation
ValueCountFrequency (%)
. 41
53.2%
\ 16
 
20.8%
, 10
 
13.0%
" 6
 
7.8%
! 3
 
3.9%
/ 1
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
N 14
66.7%
S 5
 
23.8%
C 1
 
4.8%
A 1
 
4.8%
Lowercase Letter
ValueCountFrequency (%)
s 11
32.4%
c 11
32.4%
r 6
17.6%
n 6
17.6%
Math Symbol
ValueCountFrequency (%)
> 1
33.3%
< 1
33.3%
~ 1
33.3%
Close Punctuation
ValueCountFrequency (%)
] 7
77.8%
) 2
 
22.2%
Open Punctuation
ValueCountFrequency (%)
[ 7
77.8%
( 2
 
22.2%
Space Separator
ValueCountFrequency (%)
509
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2428
77.8%
Common 637
 
20.4%
Latin 55
 
1.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
토 117
 
4.8%
론 112
 
4.6%
서 111
 
4.6%
독 100
 
4.1%
터 73
 
3.0%
스 72
 
3.0%
디 68
 
2.8%
리 64
 
2.6%
모 47
 
1.9%
동 45
 
1.9%
Other values (196) 1619
66.7%
Common
ValueCountFrequency (%)
509
79.9%
. 41
 
6.4%
\ 16
 
2.5%
1 12
 
1.9%
, 10
 
1.6%
] 7
 
1.1%
[ 7
 
1.1%
" 6
 
0.9%
2 6
 
0.9%
0 5
 
0.8%
Other values (12) 18
 
2.8%
Latin
ValueCountFrequency (%)
N 14
25.5%
s 11
20.0%
c 11
20.0%
r 6
10.9%
n 6
10.9%
S 5
 
9.1%
C 1
 
1.8%
A 1
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2428
77.8%
ASCII 692
 
22.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
509
73.6%
. 41
 
5.9%
\ 16
 
2.3%
N 14
 
2.0%
1 12
 
1.7%
s 11
 
1.6%
c 11
 
1.6%
, 10
 
1.4%
] 7
 
1.0%
[ 7
 
1.0%
Other values (20) 54
 
7.8%
Hangul
ValueCountFrequency (%)
토 117
 
4.8%
론 112
 
4.6%
서 111
 
4.6%
독 100
 
4.1%
터 73
 
3.0%
스 72
 
3.0%
디 68
 
2.8%
리 64
 
2.6%
모 47
 
1.9%
동 45
 
1.9%
Other values (196) 1619
66.7%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
Minimum2023-05-22 00:00:00
Maximum2023-05-22 00:00:00
2023-12-12T18:12:45.024125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:45.121284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2023-12-12T18:12:45.188041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신청시간모임명
신청시간1.0000.976
모임명0.9761.000

Missing values

2023-12-12T18:12:42.336538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:12:42.460039image/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

신청일신청시간모임명사용목적데이터기준일자
02018-02-2819:00~21:00녹색평론독서토론2023-05-22
12018-02-2119:00~21:00보령스피치보령시 스피치동아리모임2023-05-22
22018-02-2319:00~21:00책익는마을보령책익는마을 독서토론 모임2023-05-22
32018-02-2219:00~21:00영어스터디영어스터디2023-05-22
42018-02-1919:00~21:00보령서향보령서향(독서토론 모임) 독서 토론2023-05-22
52018-03-0819:00~21:00영어스터디스터디2023-05-22
62018-03-1519:00~21:00영어스터디스터디2023-05-22
72018-03-2219:00~21:00영어스터디스터디2023-05-22
82018-03-2919:00~21:00영어스터디스터디2023-05-22
92018-03-1619:00~21:00보령서향독서토론회2023-05-22
신청일신청시간모임명사용목적데이터기준일자
2692022-05-1319:00~21:00보령구석구석<보령구석구석>은 보령도시재생센터 소규모공모사업에 선정되어, 보령 SNS 홍보활동을 하는 모임입니다. SNS 홍보활동을 위한 역량강화 교육을 진행하기 위해 신청합니다.2023-05-22
2702022-05-3017:00~19:00행복사춘기아이 자녀양육 관련수업2023-05-22
2712022-06-3013:00~15:00행복사춘기 자녀양육기술 2회기2023-05-22
2722023-01-0609:00~11:00나도그림작가내가 글을 쓰고 그린 그림으로 나만의 그림책을 만듭니다.2023-05-22
2732023-01-1309:00~11:00나도그림작가그림책을 만드는 모임2023-05-22
2742023-01-2009:00~11:00나도그림작가나만의 그림책을 만듭니다.2023-05-22
2752023-01-2709:00~11:00나도그림작가그림책을 탐색하고 나만의 이야기로 그림책을 만듭니다.2023-05-22
2762023-02-0309:00~11:00나도그림작가나만의 그림책을 만들어 보아요.2023-05-22
2772023-02-0413:00~15:00그림책만들기나만의 그림책 만들기2023-05-22
2782023-02-1010:00~12:00그림책만들기그림책을 탐색하고 나만의 그림책을 만들어요2023-05-22