Overview

Dataset statistics

Number of variables8
Number of observations1160
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory73.8 KiB
Average record size in memory65.1 B

Variable types

Text3
DateTime3
Categorical1
Numeric1

Dataset

Description예술의전당 문화예술 관련 이벤트 정보에 대한 데이터 입니다.- 제공 데이터 : 제목, 등록일, 시작일, 종료일, 발표일, 참여회원등급, 참여자수(댓글수), url
Author예술의전당
URLhttps://www.data.go.kr/data/15102814/fileData.do

Alerts

참여회원등급 is highly imbalanced (70.7%)Imbalance
url has unique valuesUnique
참여자수(댓글수) has 89 (7.7%) zerosZeros

Reproduction

Analysis started2023-12-12 05:36:58.522550
Analysis finished2023-12-12 05:36:59.669931
Duration1.15 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

제목
Text

Distinct1119
Distinct (%)96.5%
Missing0
Missing (%)0.0%
Memory size9.2 KiB
2023-12-12T14:36:59.867230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length65
Median length42
Mean length28.949138
Min length11

Characters and Unicode

Total characters33581
Distinct characters773
Distinct categories16 ?
Distinct scripts4 ?
Distinct blocks9 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1086 ?
Unique (%)93.6%

Sample

1st row2023 우수회원 초청 특별행사 노르마 프리렉처
2nd row[골드·블루회원] 바닷마을 다이어리 기대평 이벤트
3rd row[골드·블루회원] 서울예술단 순신 기대평 이벤트
4th row인스타그램 댓글 공연 초청 이벤트
5th row[골드·블루회원] 소소살롱 기대평 이벤트
ValueCountFrequency (%)
이벤트 856
 
12.0%
기대평 605
 
8.5%
199
 
2.8%
유료회원 109
 
1.5%
정기연주회 108
 
1.5%
콘서트 93
 
1.3%
예술의전당 93
 
1.3%
초대합니다 80
 
1.1%
초대 55
 
0.8%
피아노 52
 
0.7%
Other values (2416) 4883
68.5%
2023-12-12T14:37:00.397000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5981
 
17.8%
트 1339
 
4.0%
이 1282
 
3.8%
대 1033
 
3.1%
벤 993
 
3.0%
기 898
 
2.7%
회 780
 
2.3%
평 668
 
2.0%
원 423
 
1.3%
스 401
 
1.2%
Other values (763) 19783
58.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 23474
69.9%
Space Separator 5981
 
17.8%
Decimal Number 885
 
2.6%
Close Punctuation 696
 
2.1%
Open Punctuation 696
 
2.1%
Lowercase Letter 621
 
1.8%
Other Punctuation 543
 
1.6%
Uppercase Letter 428
 
1.3%
Dash Punctuation 161
 
0.5%
Letter Number 34
 
0.1%
Other values (6) 62
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
트 1339
 
5.7%
이 1282
 
5.5%
대 1033
 
4.4%
벤 993
 
4.2%
기 898
 
3.8%
회 780
 
3.3%
평 668
 
2.8%
원 423
 
1.8%
스 401
 
1.7%
의 396
 
1.7%
Other values (658) 15261
65.0%
Uppercase Letter
ValueCountFrequency (%)
S 88
20.6%
C 53
12.4%
A 44
10.3%
I 35
 
8.2%
T 26
 
6.1%
E 22
 
5.1%
P 15
 
3.5%
N 15
 
3.5%
B 14
 
3.3%
G 13
 
3.0%
Other values (16) 103
24.1%
Lowercase Letter
ValueCountFrequency (%)
e 95
15.3%
o 67
10.8%
n 64
10.3%
r 53
8.5%
i 47
7.6%
t 43
 
6.9%
a 42
 
6.8%
s 35
 
5.6%
c 35
 
5.6%
h 28
 
4.5%
Other values (15) 112
18.0%
Other Punctuation
ValueCountFrequency (%)
/ 124
22.8%
. 106
19.5%
, 77
14.2%
: 73
13.4%
! 72
13.3%
& 43
 
7.9%
· 15
 
2.8%
" 14
 
2.6%
? 7
 
1.3%
% 5
 
0.9%
Other values (4) 7
 
1.3%
Decimal Number
ValueCountFrequency (%)
2 212
24.0%
1 188
21.2%
0 180
20.3%
3 56
 
6.3%
5 52
 
5.9%
4 51
 
5.8%
8 46
 
5.2%
9 41
 
4.6%
7 32
 
3.6%
6 27
 
3.1%
Close Punctuation
ValueCountFrequency (%)
] 342
49.1%
》 213
30.6%
」 82
 
11.8%
) 49
 
7.0%
〉 9
 
1.3%
』 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
[ 342
49.1%
《 213
30.6%
「 82
 
11.8%
( 49
 
7.0%
〈 9
 
1.3%
『 1
 
0.1%
Letter Number
ValueCountFrequency (%)
Ⅰ 14
41.2%
Ⅱ 11
32.4%
Ⅲ 4
 
11.8%
Ⅳ 2
 
5.9%
Ⅵ 2
 
5.9%
Ⅴ 1
 
2.9%
Math Symbol
ValueCountFrequency (%)
~ 2
40.0%
+ 2
40.0%
× 1
20.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 11
78.6%
“ 3
 
21.4%
Final Punctuation
ValueCountFrequency (%)
’ 11
78.6%
” 3
 
21.4%
Space Separator
ValueCountFrequency (%)
5981
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 161
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 26
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 2
100.0%
Other Number
ValueCountFrequency (%)
② 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 23456
69.8%
Common 9024
 
26.9%
Latin 1083
 
3.2%
Han 18
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
트 1339
 
5.7%
이 1282
 
5.5%
대 1033
 
4.4%
벤 993
 
4.2%
기 898
 
3.8%
회 780
 
3.3%
평 668
 
2.8%
원 423
 
1.8%
스 401
 
1.7%
의 396
 
1.7%
Other values (646) 15243
65.0%
Latin
ValueCountFrequency (%)
e 95
 
8.8%
S 88
 
8.1%
o 67
 
6.2%
n 64
 
5.9%
C 53
 
4.9%
r 53
 
4.9%
i 47
 
4.3%
A 44
 
4.1%
t 43
 
4.0%
a 42
 
3.9%
Other values (47) 487
45.0%
Common
ValueCountFrequency (%)
5981
66.3%
] 342
 
3.8%
[ 342
 
3.8%
《 213
 
2.4%
》 213
 
2.4%
2 212
 
2.3%
1 188
 
2.1%
0 180
 
2.0%
- 161
 
1.8%
/ 124
 
1.4%
Other values (38) 1068
 
11.8%
Han
ValueCountFrequency (%)
展 4
22.2%
傳 2
11.1%
愛 2
11.1%
合 2
11.1%
悲 1
 
5.6%
心 1
 
5.6%
初 1
 
5.6%
喜 1
 
5.6%
新 1
 
5.6%
母 1
 
5.6%
Other values (2) 2
11.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 23446
69.8%
ASCII 9417
28.0%
None 627
 
1.9%
Number Forms 34
 
0.1%
Punctuation 28
 
0.1%
CJK 17
 
0.1%
Compat Jamo 10
 
< 0.1%
Enclosed Alphanum 1
 
< 0.1%
CJK Compat Ideographs 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5981
63.5%
] 342
 
3.6%
[ 342
 
3.6%
2 212
 
2.3%
1 188
 
2.0%
0 180
 
1.9%
- 161
 
1.7%
/ 124
 
1.3%
. 106
 
1.1%
e 95
 
1.0%
Other values (73) 1686
 
17.9%
Hangul
ValueCountFrequency (%)
트 1339
 
5.7%
이 1282
 
5.5%
대 1033
 
4.4%
벤 993
 
4.2%
기 898
 
3.8%
회 780
 
3.3%
평 668
 
2.8%
원 423
 
1.8%
스 401
 
1.7%
의 396
 
1.7%
Other values (645) 15233
65.0%
None
ValueCountFrequency (%)
《 213
34.0%
》 213
34.0%
」 82
 
13.1%
「 82
 
13.1%
· 15
 
2.4%
〉 9
 
1.4%
〈 9
 
1.4%
』 1
 
0.2%
『 1
 
0.2%
× 1
 
0.2%
Number Forms
ValueCountFrequency (%)
Ⅰ 14
41.2%
Ⅱ 11
32.4%
Ⅲ 4
 
11.8%
Ⅳ 2
 
5.9%
Ⅵ 2
 
5.9%
Ⅴ 1
 
2.9%
Punctuation
ValueCountFrequency (%)
‘ 11
39.3%
’ 11
39.3%
” 3
 
10.7%
“ 3
 
10.7%
Compat Jamo
ValueCountFrequency (%)
ㆍ 10
100.0%
CJK
ValueCountFrequency (%)
展 4
23.5%
傳 2
11.8%
愛 2
11.8%
合 2
11.8%
悲 1
 
5.9%
心 1
 
5.9%
初 1
 
5.9%
喜 1
 
5.9%
新 1
 
5.9%
母 1
 
5.9%
Enclosed Alphanum
ValueCountFrequency (%)
② 1
100.0%
CJK Compat Ideographs
ValueCountFrequency (%)
女 1
100.0%

등록일
Date

Distinct870
Distinct (%)75.0%
Missing0
Missing (%)0.0%
Memory size9.2 KiB
Minimum2012-01-04 00:00:00
Maximum2023-10-17 00:00:00
2023-12-12T14:37:00.577148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:37:00.783325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

시작일
Date

Distinct870
Distinct (%)75.0%
Missing0
Missing (%)0.0%
Memory size9.2 KiB
Minimum2012-01-04 00:00:00
Maximum2023-10-17 00:00:00
2023-12-12T14:37:00.988146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:37:01.187777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

종료일
Date

Distinct953
Distinct (%)82.2%
Missing0
Missing (%)0.0%
Memory size9.2 KiB
Minimum2012-01-12 00:00:00
Maximum2023-11-01 00:00:00
2023-12-12T14:37:01.366636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:37:01.583206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

발표일
Text

Distinct905
Distinct (%)78.0%
Missing0
Missing (%)0.0%
Memory size9.2 KiB
2023-12-12T14:37:01.934829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length10
Mean length9.9431034
Min length4

Characters and Unicode

Total characters11534
Distinct characters15
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique703 ?
Unique (%)60.6%

Sample

1st row개별안내
2nd row2023-10-28
3rd row2023-10-31
4th row2023-10-14
5th row2023-10-19
ValueCountFrequency (%)
개별안내 11
 
0.9%
2012-05-04 4
 
0.3%
2013-12-17 4
 
0.3%
2018-06-22 4
 
0.3%
2018-10-19 4
 
0.3%
2013-04-30 4
 
0.3%
2012-12-14 4
 
0.3%
2012-10-04 4
 
0.3%
2014-10-07 4
 
0.3%
2013-11-26 4
 
0.3%
Other values (895) 1113
95.9%
2023-12-12T14:37:02.475689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 2581
22.4%
- 2298
19.9%
2 2231
19.3%
1 1996
17.3%
3 493
 
4.3%
4 375
 
3.3%
6 326
 
2.8%
5 324
 
2.8%
8 296
 
2.6%
7 290
 
2.5%
Other values (5) 324
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 9192
79.7%
Dash Punctuation 2298
 
19.9%
Other Letter 44
 
0.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 2581
28.1%
2 2231
24.3%
1 1996
21.7%
3 493
 
5.4%
4 375
 
4.1%
6 326
 
3.5%
5 324
 
3.5%
8 296
 
3.2%
7 290
 
3.2%
9 280
 
3.0%
Other Letter
ValueCountFrequency (%)
개 11
25.0%
별 11
25.0%
안 11
25.0%
내 11
25.0%
Dash Punctuation
ValueCountFrequency (%)
- 2298
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 11490
99.6%
Hangul 44
 
0.4%

Most frequent character per script

Common
ValueCountFrequency (%)
0 2581
22.5%
- 2298
20.0%
2 2231
19.4%
1 1996
17.4%
3 493
 
4.3%
4 375
 
3.3%
6 326
 
2.8%
5 324
 
2.8%
8 296
 
2.6%
7 290
 
2.5%
Hangul
ValueCountFrequency (%)
개 11
25.0%
별 11
25.0%
안 11
25.0%
내 11
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 11490
99.6%
Hangul 44
 
0.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 2581
22.5%
- 2298
20.0%
2 2231
19.4%
1 1996
17.4%
3 493
 
4.3%
4 375
 
3.3%
6 326
 
2.8%
5 324
 
2.8%
8 296
 
2.6%
7 290
 
2.5%
Hangul
ValueCountFrequency (%)
개 11
25.0%
별 11
25.0%
안 11
25.0%
내 11
25.0%

참여회원등급
Categorical

IMBALANCE 

Distinct10
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size9.2 KiB
<NA>
983 
무료회원,싹틔우미회원,노블회원,그린회원,블루회원,골드회원
 
57
그린회원,블루회원,골드회원
 
47
골드회원
 
31
블루회원,골드회원
 
27
Other values (5)
 
15

Length

Max length31
Median length4
Mean length5.9543103
Min length4

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row골드회원
2nd row블루회원,골드회원
3rd row블루회원,골드회원
4th row무료회원,싹틔우미회원,노블회원,그린회원,블루회원,골드회원
5th row블루회원,골드회원

Common Values

ValueCountFrequency (%)
<NA> 983
84.7%
무료회원,싹틔우미회원,노블회원,그린회원,블루회원,골드회원 57
 
4.9%
그린회원,블루회원,골드회원 47
 
4.1%
골드회원 31
 
2.7%
블루회원,골드회원 27
 
2.3%
싹틔우미회원 8
 
0.7%
무료회원,싹틔우미회원,노블회원,그린회원,블루회원 3
 
0.3%
무료회원,싹틔우미회원,노블회원 2
 
0.2%
싹틔우미회원,그린회원,블루회원,골드회원 1
 
0.1%
무료회원 1
 
0.1%

Length

2023-12-12T14:37:02.620494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:37:02.730283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 983
84.7%
무료회원,싹틔우미회원,노블회원,그린회원,블루회원,골드회원 57
 
4.9%
그린회원,블루회원,골드회원 47
 
4.1%
골드회원 31
 
2.7%
블루회원,골드회원 27
 
2.3%
싹틔우미회원 8
 
0.7%
무료회원,싹틔우미회원,노블회원,그린회원,블루회원 3
 
0.3%
무료회원,싹틔우미회원,노블회원 2
 
0.2%
싹틔우미회원,그린회원,블루회원,골드회원 1
 
0.1%
무료회원 1
 
0.1%

참여자수(댓글수)
Real number (ℝ)

ZEROS 

Distinct228
Distinct (%)19.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean68.166379
Minimum0
Maximum808
Zeros89
Zeros (%)7.7%
Negative0
Negative (%)0.0%
Memory size10.3 KiB
2023-12-12T14:37:02.861918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q121
median46
Q389
95-th percentile204.05
Maximum808
Range808
Interquartile range (IQR)68

Descriptive statistics

Standard deviation79.847379
Coefficient of variation (CV)1.1713601
Kurtosis17.507812
Mean68.166379
Median Absolute Deviation (MAD)29
Skewness3.3699543
Sum79073
Variance6375.6039
MonotonicityNot monotonic
2023-12-12T14:37:02.996027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 89
 
7.7%
22 24
 
2.1%
23 19
 
1.6%
17 19
 
1.6%
19 18
 
1.6%
38 18
 
1.6%
21 17
 
1.5%
12 16
 
1.4%
28 15
 
1.3%
51 14
 
1.2%
Other values (218) 911
78.5%
ValueCountFrequency (%)
0 89
7.7%
1 2
 
0.2%
2 6
 
0.5%
3 1
 
0.1%
4 3
 
0.3%
5 6
 
0.5%
6 7
 
0.6%
7 9
 
0.8%
8 10
 
0.9%
9 14
 
1.2%
ValueCountFrequency (%)
808 1
0.1%
677 1
0.1%
643 1
0.1%
548 1
0.1%
503 1
0.1%
502 1
0.1%
494 1
0.1%
471 1
0.1%
469 1
0.1%
465 1
0.1%

url
Text

UNIQUE 

Distinct1160
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size9.2 KiB
2023-12-12T14:37:03.244625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length50
Mean length50
Min length50

Characters and Unicode

Total characters58000
Distinct characters30
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1160 ?
Unique (%)100.0%

Sample

1st rowhttps://www.sac.or.kr/site/main/board/event/304684
2nd rowhttps://www.sac.or.kr/site/main/board/event/304619
3rd rowhttps://www.sac.or.kr/site/main/board/event/304574
4th rowhttps://www.sac.or.kr/site/main/board/event/304553
5th rowhttps://www.sac.or.kr/site/main/board/event/304551
ValueCountFrequency (%)
https://www.sac.or.kr/site/main/board/event/304684 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251224 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251204 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251203 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251202 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251201 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251200 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251206 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251199 1
 
0.1%
https://www.sac.or.kr/site/main/board/event/251197 1
 
0.1%
Other values (1150) 1150
99.1%
2023-12-12T14:37:03.633270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 8120
14.0%
t 4640
 
8.0%
a 3480
 
6.0%
s 3480
 
6.0%
e 3480
 
6.0%
w 3480
 
6.0%
. 3480
 
6.0%
r 3480
 
6.0%
o 2320
 
4.0%
i 2320
 
4.0%
Other values (20) 19720
34.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 38280
66.0%
Other Punctuation 12760
 
22.0%
Decimal Number 6960
 
12.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 4640
12.1%
a 3480
9.1%
s 3480
9.1%
e 3480
9.1%
w 3480
9.1%
r 3480
9.1%
o 2320
 
6.1%
i 2320
 
6.1%
n 2320
 
6.1%
v 1160
 
3.0%
Other values (7) 8120
21.2%
Decimal Number
ValueCountFrequency (%)
2 1453
20.9%
5 1345
19.3%
1 963
13.8%
0 823
11.8%
7 460
 
6.6%
3 459
 
6.6%
4 394
 
5.7%
9 363
 
5.2%
8 355
 
5.1%
6 345
 
5.0%
Other Punctuation
ValueCountFrequency (%)
/ 8120
63.6%
. 3480
27.3%
: 1160
 
9.1%

Most occurring scripts

ValueCountFrequency (%)
Latin 38280
66.0%
Common 19720
34.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 4640
12.1%
a 3480
9.1%
s 3480
9.1%
e 3480
9.1%
w 3480
9.1%
r 3480
9.1%
o 2320
 
6.1%
i 2320
 
6.1%
n 2320
 
6.1%
v 1160
 
3.0%
Other values (7) 8120
21.2%
Common
ValueCountFrequency (%)
/ 8120
41.2%
. 3480
17.6%
2 1453
 
7.4%
5 1345
 
6.8%
: 1160
 
5.9%
1 963
 
4.9%
0 823
 
4.2%
7 460
 
2.3%
3 459
 
2.3%
4 394
 
2.0%
Other values (3) 1063
 
5.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 58000
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 8120
14.0%
t 4640
 
8.0%
a 3480
 
6.0%
s 3480
 
6.0%
e 3480
 
6.0%
w 3480
 
6.0%
. 3480
 
6.0%
r 3480
 
6.0%
o 2320
 
4.0%
i 2320
 
4.0%
Other values (20) 19720
34.0%

Interactions

2023-12-12T14:36:59.199863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:37:03.721877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
참여회원등급참여자수(댓글수)
참여회원등급1.0000.282
참여자수(댓글수)0.2821.000
2023-12-12T14:37:03.795316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
참여자수(댓글수)참여회원등급
참여자수(댓글수)1.0000.140
참여회원등급0.1401.000

Missing values

2023-12-12T14:36:59.402394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:36:59.604164image/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

제목등록일시작일종료일발표일참여회원등급참여자수(댓글수)url
02023 우수회원 초청 특별행사 노르마 프리렉처2023-10-172023-10-172023-10-23개별안내골드회원0https://www.sac.or.kr/site/main/board/event/304684
1[골드·블루회원] 바닷마을 다이어리 기대평 이벤트2023-10-102023-10-102023-10-282023-10-28블루회원,골드회원40https://www.sac.or.kr/site/main/board/event/304619
2[골드·블루회원] 서울예술단 순신 기대평 이벤트2023-10-052023-10-052023-10-312023-10-31블루회원,골드회원57https://www.sac.or.kr/site/main/board/event/304574
3인스타그램 댓글 공연 초청 이벤트2023-10-042023-10-042023-10-132023-10-14무료회원,싹틔우미회원,노블회원,그린회원,블루회원,골드회원0https://www.sac.or.kr/site/main/board/event/304553
4[골드·블루회원] 소소살롱 기대평 이벤트2023-10-042023-10-042023-10-192023-10-19블루회원,골드회원56https://www.sac.or.kr/site/main/board/event/304551
5[싹틔우미] 코리안챔버오케스트라 초청 콘서트 오픈 리허설2023-09-262023-09-262023-10-19개별안내싹틔우미회원23https://www.sac.or.kr/site/main/board/event/304524
6이민영의 음악산책 III 기대평 이벤트2023-09-262023-09-262023-10-092023-10-11무료회원,싹틔우미회원,노블회원14https://www.sac.or.kr/site/main/board/event/304518
7[골드·블루회원] 로시니, 스타바트 마테르 기대평 이벤트2023-09-222023-09-222023-10-142023-10-14블루회원,골드회원177https://www.sac.or.kr/site/main/board/event/304480
8[싹틔우미/싹패스참여] 양성원엔리코 파체 듀오 콘서트 오픈 리허설2023-09-212023-09-212023-10-25개별안내싹틔우미회원22https://www.sac.or.kr/site/main/board/event/304467
9[싹틔우미/싹패스참여] 황수미안종도 듀오 콘서트 오픈 리허설2023-09-212023-09-212023-10-18개별안내싹틔우미회원38https://www.sac.or.kr/site/main/board/event/304413
제목등록일시작일종료일발표일참여회원등급참여자수(댓글수)url
1150카잘스 페스티벌 인 코리아 - 기대평 이벤트2012-02-032012-02-032012-02-232012-02-24<NA>72https://www.sac.or.kr/site/main/board/event/251578
1151로랑 코르샤 화이트데이 콘서트 이벤트2012-02-022012-02-022012-02-292012-03-02<NA>56https://www.sac.or.kr/site/main/board/event/251579
1152예술의전당 싱어송라이터 시리즈 II - 여행스케치 기대평 이벤트2012-02-012012-02-012012-02-152012-02-16<NA>51https://www.sac.or.kr/site/main/board/event/251580
1153K-fingers Piano Ensemble 댓글이벤트2012-01-212012-01-212012-02-252012-02-28<NA>103https://www.sac.or.kr/site/main/board/event/251585
1154예술의전당 유료회원을 위한 프리렉처3 - 아는 만큼 들린다!2012-01-192012-01-192012-02-132012-02-14<NA>136https://www.sac.or.kr/site/main/board/event/251586
1155예술의전당 유료회원을 위한 프리렉처2 - 아는 만큼 들린다!2012-01-192012-01-192012-01-302012-01-31<NA>67https://www.sac.or.kr/site/main/board/event/251587
1156신범수 타악기 독주회 - 기대평이벤트2012-01-172012-01-172012-02-232012-02-24<NA>30https://www.sac.or.kr/site/main/board/event/251588
1157대학살의 신 - 애칭 댓글 이벤트2012-01-072012-01-072012-01-292012-01-31<NA>28https://www.sac.or.kr/site/main/board/event/251589
1158모스크바 국립 심포니 오케스트라 내한공연 - 기대평 이벤트2012-01-042012-01-042012-01-262012-01-27<NA>108https://www.sac.or.kr/site/main/board/event/251591
1159파곳을 사랑한 비발디 II - 기대평 이벤트2012-01-042012-01-042012-01-122012-01-13<NA>16https://www.sac.or.kr/site/main/board/event/251590