Overview

Dataset statistics

Number of variables9
Number of observations3523
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory265.0 KiB
Average record size in memory77.0 B

Variable types

Text2
Categorical2
Numeric5

Dataset

Description예술의전당 공연/전시별 입장객 현황 관련 데이터 입니다.- 관련 데이터 : 작품명, 공간명, 구분(기획/대관), 대관사, 무료, 유료, 합계- 데이터 기간 : 2011. 1. 1.~ 2022. 12. 31.
Author예술의전당
URLhttps://www.data.go.kr/data/15010271/fileData.do

Alerts

유료 is highly overall correlated with 합계High correlation
무료 is highly overall correlated with 합계High correlation
합계 is highly overall correlated with 유료 and 1 other fieldsHigh correlation
유료 has 749 (21.3%) zerosZeros
무료 has 49 (1.4%) zerosZeros

Reproduction

Analysis started2024-04-17 16:23:29.476140
Analysis finished2024-04-17 16:23:32.390846
Duration2.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

작품명
Text

Distinct1070
Distinct (%)30.4%
Missing0
Missing (%)0.0%
Memory size27.7 KiB
2024-04-18T01:23:32.561634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length43
Median length30
Mean length14.680954
Min length2

Characters and Unicode

Total characters51721
Distinct characters646
Distinct categories15 ?
Distinct scripts4 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique820 ?
Unique (%)23.3%

Sample

1st row"다문화 가정과 함께하는 추석맞이 서울팝스 특별음악회"
2nd row'비 보컬' 아카펠라 그룹 특별 초청공연
3rd row'인어공주 10주년 기념공연'
4th row'인어공주 10주년 기념공연'
5th row'인어공주 10주년 기념공연'
ValueCountFrequency (%)
2011 280
 
2.5%
243
 
2.2%
독주회 226
 
2.1%
정기연주회 170
 
1.5%
초대전 148
 
1.3%
특별 136
 
1.2%
월트 128
 
1.2%
스튜디오 128
 
1.2%
디즈니 128
 
1.2%
오르세미술관전 111
 
1.0%
Other values (1887) 9303
84.6%
2024-04-18T01:23:32.909015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7490
 
14.5%
전 1462
 
2.8%
회 1241
 
2.4%
1 1023
 
2.0%
스 765
 
1.5%
이 746
 
1.4%
제 746
 
1.4%
대 739
 
1.4%
국 730
 
1.4%
트 664
 
1.3%
Other values (636) 36115
69.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 37662
72.8%
Space Separator 7490
 
14.5%
Decimal Number 2803
 
5.4%
Uppercase Letter 1172
 
2.3%
Lowercase Letter 847
 
1.6%
Other Punctuation 597
 
1.2%
Dash Punctuation 430
 
0.8%
Math Symbol 282
 
0.5%
Open Punctuation 169
 
0.3%
Close Punctuation 164
 
0.3%
Other values (5) 105
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
전 1462
 
3.9%
회 1241
 
3.3%
스 765
 
2.0%
이 746
 
2.0%
제 746
 
2.0%
대 739
 
2.0%
국 730
 
1.9%
트 664
 
1.8%
한 624
 
1.7%
오 603
 
1.6%
Other values (546) 29342
77.9%
Uppercase Letter
ValueCountFrequency (%)
I 145
12.4%
B 98
 
8.4%
K 96
 
8.2%
T 91
 
7.8%
A 86
 
7.3%
R 74
 
6.3%
E 73
 
6.2%
M 61
 
5.2%
C 59
 
5.0%
N 56
 
4.8%
Other values (15) 333
28.4%
Lowercase Letter
ValueCountFrequency (%)
e 134
15.8%
a 72
8.5%
r 71
 
8.4%
i 69
 
8.1%
o 64
 
7.6%
t 63
 
7.4%
n 55
 
6.5%
s 53
 
6.3%
l 44
 
5.2%
h 44
 
5.2%
Other values (14) 178
21.0%
Other Punctuation
ValueCountFrequency (%)
' 163
27.3%
& 99
16.6%
" 95
15.9%
. 83
13.9%
, 65
 
10.9%
· 26
 
4.4%
: 26
 
4.4%
? 22
 
3.7%
/ 14
 
2.3%
! 2
 
0.3%
Other values (2) 2
 
0.3%
Decimal Number
ValueCountFrequency (%)
1 1023
36.5%
2 571
20.4%
0 553
19.7%
3 215
 
7.7%
6 101
 
3.6%
4 88
 
3.1%
5 73
 
2.6%
8 71
 
2.5%
7 56
 
2.0%
9 52
 
1.9%
Letter Number
ValueCountFrequency (%)
Ⅱ 7
43.8%
Ⅰ 3
18.8%
Ⅳ 3
18.8%
Ⅵ 2
 
12.5%
Ⅴ 1
 
6.2%
Open Punctuation
ValueCountFrequency (%)
( 158
93.5%
[ 11
 
6.5%
Close Punctuation
ValueCountFrequency (%)
) 153
93.3%
] 11
 
6.7%
Math Symbol
ValueCountFrequency (%)
< 142
50.4%
> 140
49.6%
Final Punctuation
ValueCountFrequency (%)
’ 2
66.7%
” 1
33.3%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
50.0%
“ 2
50.0%
Space Separator
ValueCountFrequency (%)
7490
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 430
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 80
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 37369
72.3%
Common 12024
 
23.2%
Latin 2035
 
3.9%
Han 293
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
전 1462
 
3.9%
회 1241
 
3.3%
스 765
 
2.0%
이 746
 
2.0%
제 746
 
2.0%
대 739
 
2.0%
국 730
 
2.0%
트 664
 
1.8%
한 624
 
1.7%
오 603
 
1.6%
Other values (519) 29049
77.7%
Latin
ValueCountFrequency (%)
I 145
 
7.1%
e 134
 
6.6%
B 98
 
4.8%
K 96
 
4.7%
T 91
 
4.5%
A 86
 
4.2%
R 74
 
3.6%
E 73
 
3.6%
a 72
 
3.5%
r 71
 
3.5%
Other values (44) 1095
53.8%
Common
ValueCountFrequency (%)
7490
62.3%
1 1023
 
8.5%
2 571
 
4.7%
0 553
 
4.6%
- 430
 
3.6%
3 215
 
1.8%
' 163
 
1.4%
( 158
 
1.3%
) 153
 
1.3%
< 142
 
1.2%
Other values (26) 1126
 
9.4%
Han
ValueCountFrequency (%)
展 113
38.6%
山 24
 
8.2%
靈 24
 
8.2%
氣 24
 
8.2%
玄 18
 
6.1%
令 11
 
3.8%
月 11
 
3.8%
家 11
 
3.8%
農 11
 
3.8%
新 11
 
3.8%
Other values (17) 35
 
11.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 37369
72.3%
ASCII 14010
 
27.1%
CJK 269
 
0.5%
None 26
 
0.1%
CJK Compat Ideographs 24
 
< 0.1%
Number Forms 16
 
< 0.1%
Punctuation 7
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7490
53.5%
1 1023
 
7.3%
2 571
 
4.1%
0 553
 
3.9%
- 430
 
3.1%
3 215
 
1.5%
' 163
 
1.2%
( 158
 
1.1%
) 153
 
1.1%
I 145
 
1.0%
Other values (70) 3109
22.2%
Hangul
ValueCountFrequency (%)
전 1462
 
3.9%
회 1241
 
3.3%
스 765
 
2.0%
이 746
 
2.0%
제 746
 
2.0%
대 739
 
2.0%
국 730
 
2.0%
트 664
 
1.8%
한 624
 
1.7%
오 603
 
1.6%
Other values (519) 29049
77.7%
CJK
ValueCountFrequency (%)
展 113
42.0%
山 24
 
8.9%
氣 24
 
8.9%
玄 18
 
6.7%
令 11
 
4.1%
月 11
 
4.1%
家 11
 
4.1%
農 11
 
4.1%
新 11
 
4.1%
筆 7
 
2.6%
Other values (16) 28
 
10.4%
None
ValueCountFrequency (%)
· 26
100.0%
CJK Compat Ideographs
ValueCountFrequency (%)
靈 24
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 7
43.8%
Ⅰ 3
18.8%
Ⅳ 3
18.8%
Ⅵ 2
 
12.5%
Ⅴ 1
 
6.2%
Punctuation
ValueCountFrequency (%)
’ 2
28.6%
‘ 2
28.6%
“ 2
28.6%
” 1
14.3%

공간명
Categorical

Distinct10
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size27.7 KiB
예술의전당 한가람미술관
1012 
예술의전당 한가람디자인미술관
666 
예술의전당 리사이틀홀
424 
예술의전당 콘서트홀
409 
예술의전당 서울서예박물관
351 
Other values (5)
661 

Length

Max length17
Median length15
Mean length12.283565
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row예술의전당 콘서트홀
2nd row예술의전당 콘서트홀
3rd row예술의전당 CJ 토월극장
4th row예술의전당 CJ 토월극장
5th row예술의전당 CJ 토월극장

Common Values

ValueCountFrequency (%)
예술의전당 한가람미술관 1012
28.7%
예술의전당 한가람디자인미술관 666
18.9%
예술의전당 리사이틀홀 424
12.0%
예술의전당 콘서트홀 409
11.6%
예술의전당 서울서예박물관 351
 
10.0%
예술의전당 자유소극장 243
 
6.9%
예술의전당 CJ 토월극장 177
 
5.0%
예술의전당 오페라극장 137
 
3.9%
예술의전당 IBK챔버홀 85
 
2.4%
예술의전당 신세계스퀘어 야외무대 19
 
0.5%

Length

2024-04-18T01:23:33.024558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T01:23:33.125435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
예술의전당 3523
48.6%
한가람미술관 1012
 
14.0%
한가람디자인미술관 666
 
9.2%
리사이틀홀 424
 
5.9%
콘서트홀 409
 
5.6%
서울서예박물관 351
 
4.8%
자유소극장 243
 
3.4%
cj 177
 
2.4%
토월극장 177
 
2.4%
오페라극장 137
 
1.9%
Other values (3) 123
 
1.7%

구분
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size27.7 KiB
대관
2742 
기획
781 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대관 2742
77.8%
기획 781
 
22.2%

Length

2024-04-18T01:23:33.245593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T01:23:33.320318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대관 2742
77.8%
기획 781
 
22.2%

대관사
Text

Distinct327
Distinct (%)9.3%
Missing0
Missing (%)0.0%
Memory size27.7 KiB
2024-04-18T01:23:33.494260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length16
Mean length7.009367
Min length2

Characters and Unicode

Total characters24694
Distinct characters371
Distinct categories10 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique98 ?
Unique (%)2.8%

Sample

1st row(사)서울팝스오케스트라
2nd row에스피에이엔터테인먼트(주)
3rd row김선희발레단
4th row김선희발레단
5th row김선희발레단
ValueCountFrequency (%)
예술의전당 781
 
20.5%
주)오드아이앤씨 128
 
3.4%
한겨레신문(주 126
 
3.3%
사단법인 126
 
3.3%
예인예술기획 90
 
2.4%
주)문화엠엔씨 72
 
1.9%
자연아트포럼 63
 
1.7%
토이키노 57
 
1.5%
주)음연 56
 
1.5%
주)오디뮤지컬컴퍼니 55
 
1.4%
Other values (347) 2257
59.2%
2024-04-18T01:23:33.806415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
예 1184
 
4.8%
( 1092
 
4.4%
) 1092
 
4.4%
술 1086
 
4.4%
전 845
 
3.4%
주 808
 
3.3%
의 800
 
3.2%
당 781
 
3.2%
한 561
 
2.3%
아 558
 
2.3%
Other values (361) 15887
64.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 21738
88.0%
Open Punctuation 1092
 
4.4%
Close Punctuation 1092
 
4.4%
Space Separator 288
 
1.2%
Uppercase Letter 280
 
1.1%
Lowercase Letter 177
 
0.7%
Decimal Number 16
 
0.1%
Other Punctuation 8
 
< 0.1%
Other Symbol 2
 
< 0.1%
Connector Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
예 1184
 
5.4%
술 1086
 
5.0%
전 845
 
3.9%
주 808
 
3.7%
의 800
 
3.7%
당 781
 
3.6%
한 561
 
2.6%
아 558
 
2.6%
국 552
 
2.5%
인 485
 
2.2%
Other values (318) 14078
64.8%
Uppercase Letter
ValueCountFrequency (%)
M 50
17.9%
J 37
13.2%
R 26
9.3%
O 22
 
7.9%
S 18
 
6.4%
N 16
 
5.7%
C 14
 
5.0%
I 14
 
5.0%
A 13
 
4.6%
E 11
 
3.9%
Other values (10) 59
21.1%
Lowercase Letter
ValueCountFrequency (%)
o 38
21.5%
n 30
16.9%
t 16
9.0%
i 16
9.0%
e 14
 
7.9%
p 9
 
5.1%
s 9
 
5.1%
l 8
 
4.5%
r 8
 
4.5%
d 8
 
4.5%
Other values (4) 21
11.9%
Decimal Number
ValueCountFrequency (%)
0 8
50.0%
1 8
50.0%
Other Punctuation
ValueCountFrequency (%)
. 7
87.5%
& 1
 
12.5%
Open Punctuation
ValueCountFrequency (%)
( 1092
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1092
100.0%
Space Separator
ValueCountFrequency (%)
288
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 21739
88.0%
Common 2497
 
10.1%
Latin 457
 
1.9%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
예 1184
 
5.4%
술 1086
 
5.0%
전 845
 
3.9%
주 808
 
3.7%
의 800
 
3.7%
당 781
 
3.6%
한 561
 
2.6%
아 558
 
2.6%
국 552
 
2.5%
인 485
 
2.2%
Other values (318) 14079
64.8%
Latin
ValueCountFrequency (%)
M 50
 
10.9%
o 38
 
8.3%
J 37
 
8.1%
n 30
 
6.6%
R 26
 
5.7%
O 22
 
4.8%
S 18
 
3.9%
N 16
 
3.5%
t 16
 
3.5%
i 16
 
3.5%
Other values (24) 188
41.1%
Common
ValueCountFrequency (%)
( 1092
43.7%
) 1092
43.7%
288
 
11.5%
0 8
 
0.3%
1 8
 
0.3%
. 7
 
0.3%
& 1
 
< 0.1%
_ 1
 
< 0.1%
Han
ValueCountFrequency (%)
感 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 21737
88.0%
ASCII 2954
 
12.0%
None 2
 
< 0.1%
CJK 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
예 1184
 
5.4%
술 1086
 
5.0%
전 845
 
3.9%
주 808
 
3.7%
의 800
 
3.7%
당 781
 
3.6%
한 561
 
2.6%
아 558
 
2.6%
국 552
 
2.5%
인 485
 
2.2%
Other values (317) 14077
64.8%
ASCII
ValueCountFrequency (%)
( 1092
37.0%
) 1092
37.0%
288
 
9.7%
M 50
 
1.7%
o 38
 
1.3%
J 37
 
1.3%
n 30
 
1.0%
R 26
 
0.9%
O 22
 
0.7%
S 18
 
0.6%
Other values (32) 261
 
8.8%
None
ValueCountFrequency (%)
㈜ 2
100.0%
CJK
ValueCountFrequency (%)
感 1
100.0%

일자
Real number (ℝ)

Distinct364
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20110676
Minimum20110101
Maximum20111231
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size31.1 KiB
2024-04-18T01:23:33.920526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20110101
5-th percentile20110120
Q120110407
median20110702
Q320111008
95-th percentile20111215
Maximum20111231
Range1130
Interquartile range (IQR)601

Descriptive statistics

Standard deviation346.46237
Coefficient of variation (CV)1.7227783 × 10-5
Kurtosis-1.1907576
Mean20110676
Median Absolute Deviation (MAD)300
Skewness-0.0086979534
Sum7.0849912 × 1010
Variance120036.18
MonotonicityNot monotonic
2024-04-18T01:23:34.027758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20111119 17
 
0.5%
20111112 17
 
0.5%
20110521 17
 
0.5%
20110522 17
 
0.5%
20111224 17
 
0.5%
20110604 16
 
0.5%
20111106 16
 
0.5%
20110723 15
 
0.4%
20111225 15
 
0.4%
20111113 15
 
0.4%
Other values (354) 3361
95.4%
ValueCountFrequency (%)
20110101 7
0.2%
20110102 7
0.2%
20110103 6
0.2%
20110104 9
0.3%
20110105 8
0.2%
20110106 8
0.2%
20110107 9
0.3%
20110108 12
0.3%
20110109 10
0.3%
20110110 8
0.2%
ValueCountFrequency (%)
20111231 13
0.4%
20111230 12
0.3%
20111229 12
0.3%
20111228 11
0.3%
20111227 12
0.3%
20111226 4
 
0.1%
20111225 15
0.4%
20111224 17
0.5%
20111223 13
0.4%
20111222 10
0.3%

시간
Real number (ℝ)

Distinct21
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1407.7917
Minimum1000
Maximum2130
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size31.1 KiB
2024-04-18T01:23:34.119303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1000
5-th percentile1100
Q11100
median1100
Q31930
95-th percentile2000
Maximum2130
Range1130
Interquartile range (IQR)830

Descriptive statistics

Standard deviation396.31487
Coefficient of variation (CV)0.28151529
Kurtosis-1.4203994
Mean1407.7917
Median Absolute Deviation (MAD)0
Skewness0.65617498
Sum4959650
Variance157065.48
MonotonicityNot monotonic
2024-04-18T01:23:34.202734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
1100 2053
58.3%
2000 850
24.1%
1500 127
 
3.6%
1400 120
 
3.4%
1930 117
 
3.3%
1900 56
 
1.6%
1430 49
 
1.4%
1600 42
 
1.2%
1700 34
 
1.0%
1800 30
 
0.9%
Other values (11) 45
 
1.3%
ValueCountFrequency (%)
1000 11
 
0.3%
1100 2053
58.3%
1130 1
 
< 0.1%
1200 3
 
0.1%
1230 2
 
0.1%
1300 12
 
0.3%
1330 2
 
0.1%
1400 120
 
3.4%
1430 49
 
1.4%
1500 127
 
3.6%
ValueCountFrequency (%)
2130 1
 
< 0.1%
2030 4
 
0.1%
2000 850
24.1%
1930 117
 
3.3%
1900 56
 
1.6%
1800 30
 
0.9%
1730 5
 
0.1%
1700 34
 
1.0%
1630 1
 
< 0.1%
1600 42
 
1.2%

유료
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct1136
Distinct (%)32.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean426.75135
Minimum0
Maximum6075
Zeros749
Zeros (%)21.3%
Negative0
Negative (%)0.0%
Memory size31.1 KiB
2024-04-18T01:23:34.312741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q116
median131
Q3495
95-th percentile1803.9
Maximum6075
Range6075
Interquartile range (IQR)479

Descriptive statistics

Standard deviation705.65605
Coefficient of variation (CV)1.6535532
Kurtosis12.547879
Mean426.75135
Median Absolute Deviation (MAD)131
Skewness3.0243581
Sum1503445
Variance497950.46
MonotonicityNot monotonic
2024-04-18T01:23:34.434958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 749
 
21.3%
31 18
 
0.5%
30 18
 
0.5%
36 17
 
0.5%
32 16
 
0.5%
34 15
 
0.4%
44 15
 
0.4%
40 15
 
0.4%
21 14
 
0.4%
56 14
 
0.4%
Other values (1126) 2632
74.7%
ValueCountFrequency (%)
0 749
21.3%
1 1
 
< 0.1%
2 7
 
0.2%
3 4
 
0.1%
4 9
 
0.3%
5 8
 
0.2%
6 7
 
0.2%
7 9
 
0.3%
8 10
 
0.3%
9 11
 
0.3%
ValueCountFrequency (%)
6075 1
< 0.1%
5960 1
< 0.1%
5900 1
< 0.1%
5691 1
< 0.1%
5519 1
< 0.1%
5288 1
< 0.1%
5128 1
< 0.1%
4886 1
< 0.1%
4838 1
< 0.1%
4828 1
< 0.1%

무료
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct887
Distinct (%)25.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean273.15924
Minimum0
Maximum5170
Zeros49
Zeros (%)1.4%
Negative0
Negative (%)0.0%
Memory size31.1 KiB
2024-04-18T01:23:34.542618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6
Q145
median130
Q3300
95-th percentile1098.5
Maximum5170
Range5170
Interquartile range (IQR)255

Descriptive statistics

Standard deviation406.1989
Coefficient of variation (CV)1.4870407
Kurtosis22.089322
Mean273.15924
Median Absolute Deviation (MAD)103
Skewness3.6314892
Sum962340
Variance164997.55
MonotonicityNot monotonic
2024-04-18T01:23:34.645900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 49
 
1.4%
6 45
 
1.3%
4 41
 
1.2%
14 31
 
0.9%
12 31
 
0.9%
13 29
 
0.8%
10 29
 
0.8%
16 28
 
0.8%
8 27
 
0.8%
50 27
 
0.8%
Other values (877) 3186
90.4%
ValueCountFrequency (%)
0 49
1.4%
1 8
 
0.2%
2 22
0.6%
3 22
0.6%
4 41
1.2%
5 16
 
0.5%
6 45
1.3%
7 14
 
0.4%
8 27
0.8%
9 21
0.6%
ValueCountFrequency (%)
5170 1
< 0.1%
4623 1
< 0.1%
4531 1
< 0.1%
3865 1
< 0.1%
3612 1
< 0.1%
3404 1
< 0.1%
3195 1
< 0.1%
3158 1
< 0.1%
2870 1
< 0.1%
2486 1
< 0.1%

합계
Real number (ℝ)

HIGH CORRELATION 

Distinct1402
Distinct (%)39.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean699.91059
Minimum11
Maximum10056
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size31.1 KiB
2024-04-18T01:23:34.747592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile69
Q1161
median319
Q31027
95-th percentile2121.9
Maximum10056
Range10045
Interquartile range (IQR)866

Descriptive statistics

Standard deviation892.39836
Coefficient of variation (CV)1.2750177
Kurtosis17.179793
Mean699.91059
Median Absolute Deviation (MAD)207
Skewness3.2395786
Sum2465785
Variance796374.84
MonotonicityNot monotonic
2024-04-18T01:23:34.851661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
100 21
 
0.6%
150 20
 
0.6%
80 18
 
0.5%
200 16
 
0.5%
300 16
 
0.5%
120 15
 
0.4%
151 15
 
0.4%
70 15
 
0.4%
127 14
 
0.4%
124 13
 
0.4%
Other values (1392) 3360
95.4%
ValueCountFrequency (%)
11 1
 
< 0.1%
12 1
 
< 0.1%
14 2
0.1%
15 1
 
< 0.1%
17 2
0.1%
18 1
 
< 0.1%
19 1
 
< 0.1%
20 2
0.1%
21 3
0.1%
22 1
 
< 0.1%
ValueCountFrequency (%)
10056 1
< 0.1%
9153 1
< 0.1%
8115 1
< 0.1%
7660 1
< 0.1%
7508 1
< 0.1%
7139 1
< 0.1%
7117 1
< 0.1%
7097 1
< 0.1%
7016 1
< 0.1%
6686 1
< 0.1%

Interactions

2024-04-18T01:23:31.599179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.185864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.549038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.886777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.259792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.675390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.259628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.617666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.955690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.331633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.747391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.342537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.685174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.036973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.397401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.817276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.412641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.752626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.112059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.465732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.883095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.478154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:30.820557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.190702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T01:23:31.530651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-18T01:23:34.922628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간명구분일자시간유료무료합계
공간명1.0000.4820.3890.8390.5220.5090.649
구분0.4821.0000.2690.1990.3720.0900.323
일자0.3890.2691.0000.2620.2870.1660.260
시간0.8390.1990.2621.0000.1620.1880.249
유료0.5220.3720.2870.1621.0000.7520.953
무료0.5090.0900.1660.1880.7521.0000.900
합계0.6490.3230.2600.2490.9530.9001.000
2024-04-18T01:23:34.999010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간명구분
공간명1.0000.370
구분0.3701.000
2024-04-18T01:23:35.063520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일자시간유료무료합계공간명구분
일자1.0000.069-0.0690.001-0.0440.1290.207
시간0.0691.0000.0770.0600.0800.4070.156
유료-0.0690.0771.000-0.0330.6760.1830.286
무료0.0010.060-0.0331.0000.5830.1780.069
합계-0.0440.0800.6760.5831.0000.2490.247
공간명0.1290.4070.1830.1780.2491.0000.370
구분0.2070.1560.2860.0690.2470.3701.000

Missing values

2024-04-18T01:23:32.241642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-18T01:23:32.347697image/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

작품명공간명구분대관사일자시간유료무료합계
0"다문화 가정과 함께하는 추석맞이 서울팝스 특별음악회"예술의전당 콘서트홀대관(사)서울팝스오케스트라2011091020003614001436
1'비 보컬' 아카펠라 그룹 특별 초청공연예술의전당 콘서트홀대관에스피에이엔터테인먼트(주)2011082520005397781317
2'인어공주 10주년 기념공연'예술의전당 CJ 토월극장대관김선희발레단20110121200046191552
3'인어공주 10주년 기념공연'예술의전당 CJ 토월극장대관김선희발레단20110122150045563518
4'인어공주 10주년 기념공연'예술의전당 CJ 토월극장대관김선희발레단201101221930384117501
5'인어공주 10주년 기념공연'예술의전당 CJ 토월극장대관김선희발레단201101231500439101540
6'인어공주 10주년 기념공연'예술의전당 CJ 토월극장대관김선희발레단201101231930368148516
7(사)갈물한글서회전(50회)예술의전당 서울서예박물관대관(사)갈물한글서회2011100711000354354
8(사)갈물한글서회전(50회)예술의전당 서울서예박물관대관(사)갈물한글서회2011100811000300300
9(사)갈물한글서회전(50회)예술의전당 서울서예박물관대관(사)갈물한글서회20111009110089426515
작품명공간명구분대관사일자시간유료무료합계
3513훈데르트바서 한국전시예술의전당 한가람디자인미술관대관(주)문화엠엔씨2011031011008191911010
3514훈데르트바서 한국전시예술의전당 한가람디자인미술관대관(주)문화엠엔씨20110311110010492581307
3515훈데르트바서 한국전시예술의전당 한가람디자인미술관대관(주)문화엠엔씨201103121100325110204271
3516훈데르트바서 한국전시예술의전당 한가람디자인미술관대관(주)문화엠엔씨201103131100225110693320
3517훈데르트바서 한국전시예술의전당 한가람디자인미술관대관(주)문화엠엔씨20110314110013314821813
3518훈데르트바서 한국전시예술의전당 한가람디자인미술관대관(주)문화엠엔씨20110315110018047652569
3519희망 나눔 음악회예술의전당 콘서트홀대관대한적십자사201112132000015991599
3520히로타 순지 초청 피아노 독주회예술의전당 리사이틀홀대관예인예술기획20110925143082216298
3521힐러리 한 & 잉글리시 체임버 오케스트라예술의전당 콘서트홀대관(주)빈체로2011041220009969011897
3522故백낙호교수 추모음악회예술의전당 리사이틀홀대관(주)프로아트매니지먼트2011061115008583168