Overview

Dataset statistics

Number of variables12
Number of observations134
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.2 KiB
Average record size in memory101.0 B

Variable types

Numeric3
Text3
DateTime4
Categorical2

Dataset

Description남동구 도서관이벤트현황(행사명, 접수시작일, 접수종료일, 대상, 장소, 행사시작일, 행사종료일, 교육요일, 수강료, 정원, 예비정원)에 대한 자료입니다.
Author인천광역시 남동구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15040798&srcSe=7661IVAWM27C61E190

Alerts

정원 is highly overall correlated with 예비정원High correlation
예비정원 is highly overall correlated with 정원High correlation
수강료 is highly imbalanced (67.0%)Imbalance
연번 has unique valuesUnique
예비정원 has 4 (3.0%) zerosZeros

Reproduction

Analysis started2024-04-22 00:35:20.070381
Analysis finished2024-04-22 00:35:22.264999
Duration2.19 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct134
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean67.5
Minimum1
Maximum134
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2024-04-22T09:35:22.341254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7.65
Q134.25
median67.5
Q3100.75
95-th percentile127.35
Maximum134
Range133
Interquartile range (IQR)66.5

Descriptive statistics

Standard deviation38.826537
Coefficient of variation (CV)0.57520796
Kurtosis-1.2
Mean67.5
Median Absolute Deviation (MAD)33.5
Skewness0
Sum9045
Variance1507.5
MonotonicityStrictly increasing
2024-04-22T09:35:22.488890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.7%
86 1
 
0.7%
100 1
 
0.7%
99 1
 
0.7%
98 1
 
0.7%
97 1
 
0.7%
96 1
 
0.7%
95 1
 
0.7%
94 1
 
0.7%
93 1
 
0.7%
Other values (124) 124
92.5%
ValueCountFrequency (%)
1 1
0.7%
2 1
0.7%
3 1
0.7%
4 1
0.7%
5 1
0.7%
6 1
0.7%
7 1
0.7%
8 1
0.7%
9 1
0.7%
10 1
0.7%
ValueCountFrequency (%)
134 1
0.7%
133 1
0.7%
132 1
0.7%
131 1
0.7%
130 1
0.7%
129 1
0.7%
128 1
0.7%
127 1
0.7%
126 1
0.7%
125 1
0.7%

행사명
Text

Distinct130
Distinct (%)97.0%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2024-04-22T09:35:22.866531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length52
Median length32.5
Mean length17.425373
Min length6

Characters and Unicode

Total characters2335
Distinct characters379
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique126 ?
Unique (%)94.0%

Sample

1st row오일파스텔로 그리는 책표지
2nd row빛과 모래로 들려주는 동화책, 샌드북
3rd row5월 행사 창작동화 "마법의 설탕 두조각"
4th row근대소설로 공간읽기
5th row그림책과 함께 신나는 창의놀이! 책놀이!
ValueCountFrequency (%)
책 16
 
2.9%
작가와의 14
 
2.5%
만남 12
 
2.1%
읽어주는 10
 
1.8%
그림책 9
 
1.6%
만들기 8
 
1.4%
읽어주세요 7
 
1.2%
잇는 6
 
1.1%
프로그램 6
 
1.1%
소래도서관 6
 
1.1%
Other values (358) 467
83.2%
2024-04-22T09:35:23.356553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
435
 
18.6%
책 41
 
1.8%
는 38
 
1.6%
이 34
 
1.5%
의 33
 
1.4%
서 32
 
1.4%
" 32
 
1.4%
도 29
 
1.2%
만 27
 
1.2%
리 26
 
1.1%
Other values (369) 1608
68.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1662
71.2%
Space Separator 435
 
18.6%
Other Punctuation 83
 
3.6%
Decimal Number 40
 
1.7%
Open Punctuation 23
 
1.0%
Close Punctuation 23
 
1.0%
Lowercase Letter 21
 
0.9%
Uppercase Letter 17
 
0.7%
Math Symbol 16
 
0.7%
Connector Punctuation 13
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
책 41
 
2.5%
는 38
 
2.3%
이 34
 
2.0%
의 33
 
2.0%
서 32
 
1.9%
도 29
 
1.7%
만 27
 
1.6%
리 26
 
1.6%
가 26
 
1.6%
어 26
 
1.6%
Other values (325) 1350
81.2%
Decimal Number
ValueCountFrequency (%)
1 13
32.5%
2 6
15.0%
0 5
 
12.5%
5 3
 
7.5%
4 3
 
7.5%
7 3
 
7.5%
8 2
 
5.0%
9 2
 
5.0%
3 2
 
5.0%
6 1
 
2.5%
Lowercase Letter
ValueCountFrequency (%)
o 6
28.6%
r 5
23.8%
k 2
 
9.5%
y 2
 
9.5%
e 2
 
9.5%
i 1
 
4.8%
n 1
 
4.8%
s 1
 
4.8%
u 1
 
4.8%
Uppercase Letter
ValueCountFrequency (%)
S 4
23.5%
W 3
17.6%
B 3
17.6%
M 2
11.8%
X 1
 
5.9%
D 1
 
5.9%
T 1
 
5.9%
G 1
 
5.9%
O 1
 
5.9%
Other Punctuation
ValueCountFrequency (%)
" 32
38.6%
! 20
24.1%
, 18
21.7%
: 8
 
9.6%
? 4
 
4.8%
& 1
 
1.2%
Math Symbol
ValueCountFrequency (%)
< 7
43.8%
> 7
43.8%
~ 2
 
12.5%
Open Punctuation
ValueCountFrequency (%)
( 21
91.3%
[ 2
 
8.7%
Close Punctuation
ValueCountFrequency (%)
) 21
91.3%
] 2
 
8.7%
Space Separator
ValueCountFrequency (%)
435
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 13
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1662
71.2%
Common 635
 
27.2%
Latin 38
 
1.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
책 41
 
2.5%
는 38
 
2.3%
이 34
 
2.0%
의 33
 
2.0%
서 32
 
1.9%
도 29
 
1.7%
만 27
 
1.6%
리 26
 
1.6%
가 26
 
1.6%
어 26
 
1.6%
Other values (325) 1350
81.2%
Common
ValueCountFrequency (%)
435
68.5%
" 32
 
5.0%
( 21
 
3.3%
) 21
 
3.3%
! 20
 
3.1%
, 18
 
2.8%
1 13
 
2.0%
_ 13
 
2.0%
: 8
 
1.3%
< 7
 
1.1%
Other values (16) 47
 
7.4%
Latin
ValueCountFrequency (%)
o 6
15.8%
r 5
13.2%
S 4
10.5%
W 3
 
7.9%
B 3
 
7.9%
k 2
 
5.3%
y 2
 
5.3%
e 2
 
5.3%
M 2
 
5.3%
X 1
 
2.6%
Other values (8) 8
21.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1662
71.2%
ASCII 673
28.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
435
64.6%
" 32
 
4.8%
( 21
 
3.1%
) 21
 
3.1%
! 20
 
3.0%
, 18
 
2.7%
1 13
 
1.9%
_ 13
 
1.9%
: 8
 
1.2%
< 7
 
1.0%
Other values (34) 85
 
12.6%
Hangul
ValueCountFrequency (%)
책 41
 
2.5%
는 38
 
2.3%
이 34
 
2.0%
의 33
 
2.0%
서 32
 
1.9%
도 29
 
1.7%
만 27
 
1.6%
리 26
 
1.6%
가 26
 
1.6%
어 26
 
1.6%
Other values (325) 1350
81.2%

접수시작일
Date

Distinct95
Distinct (%)70.9%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2021-04-06 00:00:00
Maximum2022-12-10 00:00:00
2024-04-22T09:35:23.498645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:23.638124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

접수종료일
Date

Distinct108
Distinct (%)80.6%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2021-04-20 00:00:00
Maximum2022-12-31 00:00:00
2024-04-22T09:35:24.080863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:24.231404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

대상
Text

Distinct82
Distinct (%)61.2%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2024-04-22T09:35:24.498226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length20
Mean length7.4701493
Min length2

Characters and Unicode

Total characters1001
Distinct characters88
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique63 ?
Unique (%)47.0%

Sample

1st row성인
2nd row일반
3rd row일반
4th row청소년+성인
5th row6~7세 아이와 보호자
ValueCountFrequency (%)
성인 24
 
11.1%
이상 12
 
5.5%
일반 12
 
5.5%
유아+아동 9
 
4.1%
초등학교 8
 
3.7%
초등 7
 
3.2%
초등학생+학부모 5
 
2.3%
청소년+성인 5
 
2.3%
청소년 5
 
2.3%
초등학생 4
 
1.8%
Other values (94) 126
58.1%
2024-04-22T09:35:24.904859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
91
 
9.1%
~ 52
 
5.2%
학 50
 
5.0%
1 49
 
4.9%
년 49
 
4.9%
인 47
 
4.7%
0 40
 
4.0%
성 39
 
3.9%
세 37
 
3.7%
+ 34
 
3.4%
Other values (78) 513
51.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 589
58.8%
Decimal Number 199
 
19.9%
Space Separator 91
 
9.1%
Math Symbol 86
 
8.6%
Close Punctuation 15
 
1.5%
Open Punctuation 15
 
1.5%
Other Punctuation 4
 
0.4%
Dash Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 50
 
8.5%
년 49
 
8.3%
인 47
 
8.0%
성 39
 
6.6%
세 37
 
6.3%
아 32
 
5.4%
등 29
 
4.9%
초 28
 
4.8%
이 20
 
3.4%
생 20
 
3.4%
Other values (60) 238
40.4%
Decimal Number
ValueCountFrequency (%)
1 49
24.6%
0 40
20.1%
2 26
13.1%
7 16
 
8.0%
3 15
 
7.5%
5 15
 
7.5%
8 12
 
6.0%
6 9
 
4.5%
4 9
 
4.5%
9 8
 
4.0%
Math Symbol
ValueCountFrequency (%)
~ 52
60.5%
+ 34
39.5%
Other Punctuation
ValueCountFrequency (%)
· 3
75.0%
. 1
 
25.0%
Space Separator
ValueCountFrequency (%)
91
100.0%
Close Punctuation
ValueCountFrequency (%)
) 15
100.0%
Open Punctuation
ValueCountFrequency (%)
( 15
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 589
58.8%
Common 412
41.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 50
 
8.5%
년 49
 
8.3%
인 47
 
8.0%
성 39
 
6.6%
세 37
 
6.3%
아 32
 
5.4%
등 29
 
4.9%
초 28
 
4.8%
이 20
 
3.4%
생 20
 
3.4%
Other values (60) 238
40.4%
Common
ValueCountFrequency (%)
91
22.1%
~ 52
12.6%
1 49
11.9%
0 40
9.7%
+ 34
 
8.3%
2 26
 
6.3%
7 16
 
3.9%
3 15
 
3.6%
) 15
 
3.6%
5 15
 
3.6%
Other values (8) 59
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 589
58.8%
ASCII 409
40.9%
None 3
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
91
22.2%
~ 52
12.7%
1 49
12.0%
0 40
9.8%
+ 34
 
8.3%
2 26
 
6.4%
7 16
 
3.9%
3 15
 
3.7%
) 15
 
3.7%
5 15
 
3.7%
Other values (7) 56
13.7%
Hangul
ValueCountFrequency (%)
학 50
 
8.5%
년 49
 
8.3%
인 47
 
8.0%
성 39
 
6.6%
세 37
 
6.3%
아 32
 
5.4%
등 29
 
4.9%
초 28
 
4.8%
이 20
 
3.4%
생 20
 
3.4%
Other values (60) 238
40.4%
None
ValueCountFrequency (%)
· 3
100.0%

장소
Text

Distinct66
Distinct (%)49.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2024-04-22T09:35:25.107353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length16
Mean length12.597015
Min length3

Characters and Unicode

Total characters1688
Distinct characters95
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique39 ?
Unique (%)29.1%

Sample

1st row비대면 줌(ZOOM) 어플리케이션
2nd row유튜브 실시간 참여
3rd row(비대면) 유튜브 라이브 공연
4th row실시간 온라인 수업
5th row남동논현도서관 청소년실
ValueCountFrequency (%)
1층 35
 
10.7%
프로그램실 31
 
9.5%
남동논현도서관 27
 
8.2%
온라인 16
 
4.9%
실시간 13
 
4.0%
소래도서관 13
 
4.0%
세미나실 12
 
3.7%
서창도서관 11
 
3.4%
3층 11
 
3.4%
다목적실 10
 
3.0%
Other values (47) 149
45.4%
2024-04-22T09:35:25.436139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
198
 
11.7%
실 98
 
5.8%
서 79
 
4.7%
도 68
 
4.0%
관 68
 
4.0%
층 56
 
3.3%
O 46
 
2.7%
동 46
 
2.7%
프 43
 
2.5%
로 43
 
2.5%
Other values (85) 943
55.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1240
73.5%
Space Separator 198
 
11.7%
Uppercase Letter 93
 
5.5%
Decimal Number 71
 
4.2%
Close Punctuation 33
 
2.0%
Open Punctuation 33
 
2.0%
Lowercase Letter 19
 
1.1%
Math Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
실 98
 
7.9%
서 79
 
6.4%
도 68
 
5.5%
관 68
 
5.5%
층 56
 
4.5%
동 46
 
3.7%
프 43
 
3.5%
로 43
 
3.5%
그 43
 
3.5%
램 43
 
3.5%
Other values (71) 653
52.7%
Decimal Number
ValueCountFrequency (%)
1 38
53.5%
3 25
35.2%
2 7
 
9.9%
4 1
 
1.4%
Uppercase Letter
ValueCountFrequency (%)
O 46
49.5%
Z 24
25.8%
M 23
24.7%
Lowercase Letter
ValueCountFrequency (%)
o 10
52.6%
m 5
26.3%
z 4
 
21.1%
Space Separator
ValueCountFrequency (%)
198
100.0%
Close Punctuation
ValueCountFrequency (%)
) 33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 33
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1240
73.5%
Common 336
 
19.9%
Latin 112
 
6.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
실 98
 
7.9%
서 79
 
6.4%
도 68
 
5.5%
관 68
 
5.5%
층 56
 
4.5%
동 46
 
3.7%
프 43
 
3.5%
로 43
 
3.5%
그 43
 
3.5%
램 43
 
3.5%
Other values (71) 653
52.7%
Common
ValueCountFrequency (%)
198
58.9%
1 38
 
11.3%
) 33
 
9.8%
( 33
 
9.8%
3 25
 
7.4%
2 7
 
2.1%
4 1
 
0.3%
+ 1
 
0.3%
Latin
ValueCountFrequency (%)
O 46
41.1%
Z 24
21.4%
M 23
20.5%
o 10
 
8.9%
m 5
 
4.5%
z 4
 
3.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1240
73.5%
ASCII 448
 
26.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
198
44.2%
O 46
 
10.3%
1 38
 
8.5%
) 33
 
7.4%
( 33
 
7.4%
3 25
 
5.6%
Z 24
 
5.4%
M 23
 
5.1%
o 10
 
2.2%
2 7
 
1.6%
Other values (4) 11
 
2.5%
Hangul
ValueCountFrequency (%)
실 98
 
7.9%
서 79
 
6.4%
도 68
 
5.5%
관 68
 
5.5%
층 56
 
4.5%
동 46
 
3.7%
프 43
 
3.5%
로 43
 
3.5%
그 43
 
3.5%
램 43
 
3.5%
Other values (71) 653
52.7%

행사시작일
Date

Distinct97
Distinct (%)72.4%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2021-04-24 00:00:00
Maximum2022-12-22 00:00:00
2024-04-22T09:35:25.565856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:25.719803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

행사종료일
Date

Distinct95
Distinct (%)70.9%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2021-04-24 00:00:00
Maximum2023-01-17 00:00:00
2024-04-22T09:35:25.843990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:25.967669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육요일
Categorical

Distinct14
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
토요일
63 
수요일
18 
화요일
12 
목요일
11 
일요일
8 
Other values (9)
22 

Length

Max length27
Median length3
Mean length4.2238806
Min length3

Unique

Unique4 ?
Unique (%)3.0%

Sample

1st row토요일
2nd row일요일
3rd row토요일
4th row수요일
5th row수요일

Common Values

ValueCountFrequency (%)
토요일 63
47.0%
수요일 18
 
13.4%
화요일 12
 
9.0%
목요일 11
 
8.2%
일요일 8
 
6.0%
월요일 6
 
4.5%
금요일 4
 
3.0%
일요일+화요일+수요일+목요일+금요일+토요일 3
 
2.2%
일요일+월요일+화요일+수요일+목요일+금요일+토요일 3
 
2.2%
월요일+화요일 2
 
1.5%
Other values (4) 4
 
3.0%

Length

2024-04-22T09:35:26.110584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
토요일 63
47.0%
수요일 18
 
13.4%
화요일 12
 
9.0%
목요일 11
 
8.2%
일요일 8
 
6.0%
월요일 6
 
4.5%
금요일 4
 
3.0%
일요일+화요일+수요일+목요일+금요일+토요일 3
 
2.2%
일요일+월요일+화요일+수요일+목요일+금요일+토요일 3
 
2.2%
월요일+화요일 2
 
1.5%
Other values (4) 4
 
3.0%

수강료
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
0
122 
10000
 
7
5000
 
5

Length

Max length5
Median length1
Mean length1.3208955
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 122
91.0%
10000 7
 
5.2%
5000 5
 
3.7%

Length

2024-04-22T09:35:26.237176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T09:35:26.341101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 122
91.0%
10000 7
 
5.2%
5000 5
 
3.7%

정원
Real number (ℝ)

HIGH CORRELATION 

Distinct15
Distinct (%)11.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.514925
Minimum5
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2024-04-22T09:35:26.432697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile6
Q110
median12
Q320
95-th percentile50
Maximum100
Range95
Interquartile range (IQR)10

Descriptive statistics

Standard deviation16.222946
Coefficient of variation (CV)0.87620911
Kurtosis9.1143382
Mean18.514925
Median Absolute Deviation (MAD)3
Skewness2.6905139
Sum2481
Variance263.18399
MonotonicityNot monotonic
2024-04-22T09:35:26.551465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
10 43
32.1%
20 17
 
12.7%
15 15
 
11.2%
30 13
 
9.7%
6 12
 
9.0%
12 10
 
7.5%
50 8
 
6.0%
5 5
 
3.7%
8 3
 
2.2%
100 2
 
1.5%
Other values (5) 6
 
4.5%
ValueCountFrequency (%)
5 5
 
3.7%
6 12
 
9.0%
8 3
 
2.2%
10 43
32.1%
12 10
 
7.5%
15 15
 
11.2%
20 17
 
12.7%
25 2
 
1.5%
30 13
 
9.7%
35 1
 
0.7%
ValueCountFrequency (%)
100 2
 
1.5%
70 1
 
0.7%
60 1
 
0.7%
50 8
6.0%
40 1
 
0.7%
35 1
 
0.7%
30 13
9.7%
25 2
 
1.5%
20 17
12.7%
15 15
11.2%

예비정원
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct12
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.4850746
Minimum0
Maximum50
Zeros4
Zeros (%)3.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2024-04-22T09:35:26.654846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q38
95-th percentile11.75
Maximum50
Range50
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.1433197
Coefficient of variation (CV)0.94730131
Kurtosis22.149148
Mean6.4850746
Median Absolute Deviation (MAD)2
Skewness4.0452786
Sum869
Variance37.740377
MonotonicityNot monotonic
2024-04-22T09:35:26.764422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
5 52
38.8%
10 26
19.4%
3 22
16.4%
2 13
 
9.7%
6 5
 
3.7%
0 4
 
3.0%
30 3
 
2.2%
7 3
 
2.2%
15 2
 
1.5%
8 2
 
1.5%
Other values (2) 2
 
1.5%
ValueCountFrequency (%)
0 4
 
3.0%
2 13
 
9.7%
3 22
16.4%
5 52
38.8%
6 5
 
3.7%
7 3
 
2.2%
8 2
 
1.5%
10 26
19.4%
15 2
 
1.5%
20 1
 
0.7%
ValueCountFrequency (%)
50 1
 
0.7%
30 3
 
2.2%
20 1
 
0.7%
15 2
 
1.5%
10 26
19.4%
8 2
 
1.5%
7 3
 
2.2%
6 5
 
3.7%
5 52
38.8%
3 22
16.4%

Interactions

2024-04-22T09:35:21.752109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.243174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.490782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.850555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.329021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.584203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.928534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.407632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-22T09:35:21.670060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-22T09:35:26.855609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번접수시작일대상장소행사시작일행사종료일교육요일수강료정원예비정원
연번1.0000.9870.5980.8150.9900.9830.4340.1820.3350.055
접수시작일0.9871.0000.9770.9850.9810.9920.7590.9510.8420.558
대상0.5980.9771.0000.9710.0000.0000.9060.9190.6290.000
장소0.8150.9850.9711.0000.9250.9610.8230.0000.9750.933
행사시작일0.9900.9810.0000.9251.0001.0000.9920.0000.0000.000
행사종료일0.9830.9920.0000.9611.0001.0000.9990.0000.0000.000
교육요일0.4340.7590.9060.8230.9920.9991.0000.0000.0000.559
수강료0.1820.9510.9190.0000.0000.0000.0001.0000.0000.263
정원0.3350.8420.6290.9750.0000.0000.0000.0001.0000.807
예비정원0.0550.5580.0000.9330.0000.0000.5590.2630.8071.000
2024-04-22T09:35:26.984513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육요일수강료
교육요일1.0000.000
수강료0.0001.000
2024-04-22T09:35:27.066064image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번정원예비정원교육요일수강료
연번1.0000.0700.0360.1860.105
정원0.0701.0000.5950.0000.000
예비정원0.0360.5951.0000.2330.000
교육요일0.1860.0000.2331.0000.000
수강료0.1050.0000.0000.0001.000

Missing values

2024-04-22T09:35:22.047814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-22T09:35:22.205683image/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

연번행사명접수시작일접수종료일대상장소행사시작일행사종료일교육요일수강료정원예비정원
01오일파스텔로 그리는 책표지2021-04-062021-04-20성인비대면 줌(ZOOM) 어플리케이션2021-04-242021-04-24토요일0155
12빛과 모래로 들려주는 동화책, 샌드북2021-04-222021-05-02일반유튜브 실시간 참여2021-05-022021-05-02일요일010050
235월 행사 창작동화 "마법의 설탕 두조각"2021-05-112021-05-29일반(비대면) 유튜브 라이브 공연2021-05-292021-05-29토요일05030
34근대소설로 공간읽기2021-05-112021-06-30청소년+성인실시간 온라인 수업2021-06-022021-06-30수요일05010
45그림책과 함께 신나는 창의놀이! 책놀이!2021-06-092021-06-156~7세 아이와 보호자남동논현도서관 청소년실2021-06-162021-06-16수요일053
56재미있는 숲체험, 테라리움 만들기2021-06-092021-06-15초등1~2학년과 보호자남동논현도서관 프로그램실2021-06-162021-06-16수요일1000053
67하늘이 딱딱했대? - 신원미 작가와의 만남2021-06-092021-06-15초등 3~4학년남동논현도서관 다목적실2021-06-162021-06-16수요일0125
78나다움으로 함께 읽기(온라인)2021-06-222021-08-11인천시 거주 성인비대면 줌(ZOOM) 어플리케이션2021-07-092021-08-13금요일03010
89영화로 보는 4차산업혁명2021-06-212021-07-06성인 30명비대면(zoom) 강의2021-07-062021-08-03화요일03010
9107월 행사 "석고방향제 화분 만들기"2021-07-062021-07-227세 이상(비대면) 유튜브 동영상 강의2021-07-232021-07-24금요일+토요일03015
연번행사명접수시작일접수종료일대상장소행사시작일행사종료일교육요일수강료정원예비정원
124125퐁당퐁당! 책 속으로2022-11-082022-11-255~8세소래도서관 어린이자료실2022-11-262022-11-26토요일0103
125126곽재식의 괴물X과학 이야기2022-11-152022-11-28청소년+성인ZOOM 온라인 강연2022-11-222022-11-29화요일05010
126127책 읽어주세요! (11월)2022-11-122022-11-25유아~초등 저학년간석3동어린이도서관 유아실2022-11-262022-11-26토요일0103
127128<체리새우: 비밀글입니다> 황영미 작가와의 만남2022-11-122022-11-26중학생+고등학생+성인실시간 비대면(Zoom) 강의2022-11-262022-11-26토요일03015
128129소래도서관 "오즈의 마법사" 퓨전 인형 뮤지컬2022-11-182022-11-24유아+아동+가족소래도서관 지하1층 다목적실2022-11-262022-11-26토요일01000
129130소래도서관 토마도 프로그램2022-11-242022-12-02가족(아동과 함께 참여)소래도서관 3층 세미나실2022-12-032022-12-03토요일1000083
130131[1차: 만복이네 떡집] 남동논현도서관 <소리극 낭독 콘서트>2022-11-232022-11-308~10세다목적실2022-12-032022-12-03토요일0305
131132[2차: 마당을 나온 암탉] 남동논현도서관 <소리극 낭독 콘서트>2022-11-232022-11-30청소년+성인(가족단위 가능)다목적실2022-12-032022-12-03토요일03010
132133도전! 엄마, 아빠가 읽어주는 크리스마스 영어 그림책2022-12-022022-12-15유·아동 부모+양육자만수2동어린이도서관2022-12-152022-12-15목요일0106
133134크리스마스 리스 만들기2022-12-102022-12-20청소년+성인남동논현도서관 1층 프로그램실2022-12-222022-12-22목요일5000123