Overview

Dataset statistics

Number of variables4
Number of observations1636
Missing cells2
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory54.4 KiB
Average record size in memory34.1 B

Variable types

Numeric2
Text1
DateTime1

Dataset

Description문화체육관광부 국립중앙극장에서 기획하고 제작, 공연한 작품에 대한 작품별 티켓 주문 정보와 관련된 통계자료입니다.
Author문화체육관광부 국립중앙극장
URLhttps://www.data.go.kr/data/15091179/fileData.do

Alerts

연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 22:32:26.970736
Analysis finished2023-12-12 22:32:28.151170
Duration1.18 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct1636
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean818.5
Minimum1
Maximum1636
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.5 KiB
2023-12-13T07:32:28.230249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile82.75
Q1409.75
median818.5
Q31227.25
95-th percentile1554.25
Maximum1636
Range1635
Interquartile range (IQR)817.5

Descriptive statistics

Standard deviation472.41684
Coefficient of variation (CV)0.5771739
Kurtosis-1.2
Mean818.5
Median Absolute Deviation (MAD)409
Skewness0
Sum1339066
Variance223177.67
MonotonicityStrictly increasing
2023-12-13T07:32:28.744857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
1089 1
 
0.1%
1099 1
 
0.1%
1098 1
 
0.1%
1097 1
 
0.1%
1096 1
 
0.1%
1095 1
 
0.1%
1094 1
 
0.1%
1093 1
 
0.1%
1092 1
 
0.1%
Other values (1626) 1626
99.4%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1636 1
0.1%
1635 1
0.1%
1634 1
0.1%
1633 1
0.1%
1632 1
0.1%
1631 1
0.1%
1630 1
0.1%
1629 1
0.1%
1628 1
0.1%
1627 1
0.1%

공연명
Text

Distinct1595
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Memory size12.9 KiB
2023-12-13T07:32:29.123325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length51
Median length34
Mean length16.644866
Min length2

Characters and Unicode

Total characters27231
Distinct characters880
Distinct categories15 ?
Distinct scripts5 ?
Distinct blocks9 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1556 ?
Unique (%)95.1%

Sample

1st row2011어린이우수공연축제<이불꽃>.
2nd row<이불꽃> 체험놀이.
3rd row판타지쇼 DREAM(드림).
4th row정오의 음악회(01월).
5th row<할머니의 낡은 창고> 체험놀이.
ValueCountFrequency (%)
정오의 127
 
2.4%
국립극장 115
 
2.2%
음악회 93
 
1.8%
70
 
1.3%
완창판소리 61
 
1.2%
국립무용단 57
 
1.1%
국립창극단 47
 
0.9%
live 45
 
0.9%
춤 42
 
0.8%
있는 39
 
0.7%
Other values (2552) 4580
86.8%
2023-12-13T07:32:29.679178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3668
 
13.5%
. 1157
 
4.2%
> 656
 
2.4%
< 656
 
2.4%
1 594
 
2.2%
2 550
 
2.0%
국 488
 
1.8%
0 488
 
1.8%
의 432
 
1.6%
리 402
 
1.5%
Other values (870) 18140
66.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 16143
59.3%
Space Separator 3668
 
13.5%
Decimal Number 2236
 
8.2%
Other Punctuation 1498
 
5.5%
Math Symbol 1316
 
4.8%
Lowercase Letter 902
 
3.3%
Uppercase Letter 561
 
2.1%
Close Punctuation 281
 
1.0%
Open Punctuation 280
 
1.0%
Dash Punctuation 134
 
0.5%
Other values (5) 212
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
국 488
 
3.0%
의 432
 
2.7%
리 402
 
2.5%
악 383
 
2.4%
립 358
 
2.2%
월 329
 
2.0%
회 314
 
1.9%
극 290
 
1.8%
이 268
 
1.7%
단 258
 
1.6%
Other values (767) 12621
78.2%
Uppercase Letter
ValueCountFrequency (%)
T 77
13.7%
N 62
11.1%
L 51
 
9.1%
S 49
 
8.7%
E 31
 
5.5%
A 29
 
5.2%
D 29
 
5.2%
O 28
 
5.0%
I 26
 
4.6%
B 25
 
4.5%
Other values (16) 154
27.5%
Lowercase Letter
ValueCountFrequency (%)
e 154
17.1%
i 87
9.6%
t 73
 
8.1%
a 73
 
8.1%
o 69
 
7.6%
n 60
 
6.7%
l 52
 
5.8%
r 51
 
5.7%
v 48
 
5.3%
s 38
 
4.2%
Other values (15) 197
21.8%
Other Punctuation
ValueCountFrequency (%)
. 1157
77.2%
, 154
 
10.3%
" 45
 
3.0%
' 35
 
2.3%
: 28
 
1.9%
· 23
 
1.5%
! 21
 
1.4%
& 18
 
1.2%
/ 7
 
0.5%
? 6
 
0.4%
Other values (3) 4
 
0.3%
Decimal Number
ValueCountFrequency (%)
1 594
26.6%
2 550
24.6%
0 488
21.8%
3 134
 
6.0%
5 123
 
5.5%
4 92
 
4.1%
6 83
 
3.7%
9 73
 
3.3%
8 50
 
2.2%
7 49
 
2.2%
Letter Number
ValueCountFrequency (%)
Ⅱ 12
26.7%
Ⅰ 10
22.2%
Ⅲ 9
20.0%
Ⅳ 8
17.8%
Ⅴ 1
 
2.2%
Ⅵ 1
 
2.2%
Ⅶ 1
 
2.2%
Ⅷ 1
 
2.2%
Ⅸ 1
 
2.2%
Ⅹ 1
 
2.2%
Math Symbol
ValueCountFrequency (%)
> 656
49.8%
< 656
49.8%
× 2
 
0.2%
+ 1
 
0.1%
~ 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
) 252
89.7%
] 28
 
10.0%
」 1
 
0.4%
Open Punctuation
ValueCountFrequency (%)
( 251
89.6%
[ 28
 
10.0%
「 1
 
0.4%
Initial Punctuation
ValueCountFrequency (%)
‘ 22
66.7%
“ 11
33.3%
Final Punctuation
ValueCountFrequency (%)
’ 20
69.0%
” 9
31.0%
Space Separator
ValueCountFrequency (%)
3668
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 134
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 103
100.0%
Other Symbol
ValueCountFrequency (%)
★ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 15983
58.7%
Common 9580
35.2%
Latin 1508
 
5.5%
Han 159
 
0.6%
Hiragana 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
국 488
 
3.1%
의 432
 
2.7%
리 402
 
2.5%
악 383
 
2.4%
립 358
 
2.2%
월 329
 
2.1%
회 314
 
2.0%
극 290
 
1.8%
이 268
 
1.7%
단 258
 
1.6%
Other values (665) 12461
78.0%
Han
ValueCountFrequency (%)
樂 21
 
13.2%
花 6
 
3.8%
淸 5
 
3.1%
歌 4
 
2.5%
作 4
 
2.5%
夜 3
 
1.9%
好 3
 
1.9%
舞 3
 
1.9%
夢 2
 
1.3%
想 2
 
1.3%
Other values (91) 106
66.7%
Latin
ValueCountFrequency (%)
e 154
 
10.2%
i 87
 
5.8%
T 77
 
5.1%
t 73
 
4.8%
a 73
 
4.8%
o 69
 
4.6%
N 62
 
4.1%
n 60
 
4.0%
l 52
 
3.4%
r 51
 
3.4%
Other values (51) 750
49.7%
Common
ValueCountFrequency (%)
3668
38.3%
. 1157
 
12.1%
> 656
 
6.8%
< 656
 
6.8%
1 594
 
6.2%
2 550
 
5.7%
0 488
 
5.1%
) 252
 
2.6%
( 251
 
2.6%
, 154
 
1.6%
Other values (32) 1154
 
12.0%
Hiragana
ValueCountFrequency (%)
の 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 15983
58.7%
ASCII 10951
40.2%
CJK 134
 
0.5%
Punctuation 63
 
0.2%
Number Forms 45
 
0.2%
None 27
 
0.1%
CJK Compat Ideographs 25
 
0.1%
Misc Symbols 2
 
< 0.1%
Hiragana 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3668
33.5%
. 1157
 
10.6%
> 656
 
6.0%
< 656
 
6.0%
1 594
 
5.4%
2 550
 
5.0%
0 488
 
4.5%
) 252
 
2.3%
( 251
 
2.3%
, 154
 
1.4%
Other values (73) 2525
23.1%
Hangul
ValueCountFrequency (%)
국 488
 
3.1%
의 432
 
2.7%
리 402
 
2.5%
악 383
 
2.4%
립 358
 
2.2%
월 329
 
2.1%
회 314
 
2.0%
극 290
 
1.8%
이 268
 
1.7%
단 258
 
1.6%
Other values (665) 12461
78.0%
None
ValueCountFrequency (%)
· 23
85.2%
× 2
 
7.4%
「 1
 
3.7%
」 1
 
3.7%
Punctuation
ValueCountFrequency (%)
‘ 22
34.9%
’ 20
31.7%
“ 11
17.5%
” 9
14.3%
… 1
 
1.6%
CJK Compat Ideographs
ValueCountFrequency (%)
樂 21
84.0%
路 1
 
4.0%
年 1
 
4.0%
連 1
 
4.0%
戀 1
 
4.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 12
26.7%
Ⅰ 10
22.2%
Ⅲ 9
20.0%
Ⅳ 8
17.8%
Ⅴ 1
 
2.2%
Ⅵ 1
 
2.2%
Ⅶ 1
 
2.2%
Ⅷ 1
 
2.2%
Ⅸ 1
 
2.2%
Ⅹ 1
 
2.2%
CJK
ValueCountFrequency (%)
花 6
 
4.5%
淸 5
 
3.7%
歌 4
 
3.0%
作 4
 
3.0%
夜 3
 
2.2%
好 3
 
2.2%
舞 3
 
2.2%
夢 2
 
1.5%
想 2
 
1.5%
春 2
 
1.5%
Other values (86) 100
74.6%
Misc Symbols
ValueCountFrequency (%)
★ 2
100.0%
Hiragana
ValueCountFrequency (%)
の 1
100.0%

공연시작일
Date

Distinct1298
Distinct (%)79.4%
Missing1
Missing (%)0.1%
Memory size12.9 KiB
Minimum2011-01-05 00:00:00
Maximum2023-09-23 00:00:00
2023-12-13T07:32:29.849275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:32:30.032091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

발권매수
Real number (ℝ)

Distinct1069
Distinct (%)65.4%
Missing1
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1179.9847
Minimum0
Maximum46016
Zeros2
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size14.5 KiB
2023-12-13T07:32:30.244086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile28.4
Q1300
median581
Q31165.5
95-th percentile3975.9
Maximum46016
Range46016
Interquartile range (IQR)865.5

Descriptive statistics

Standard deviation2546.4339
Coefficient of variation (CV)2.1580228
Kurtosis136.22084
Mean1179.9847
Median Absolute Deviation (MAD)374
Skewness9.8835924
Sum1929275
Variance6484325.5
MonotonicityNot monotonic
2023-12-13T07:32:30.445351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2 19
 
1.2%
1 14
 
0.9%
623 11
 
0.7%
621 9
 
0.6%
86 8
 
0.5%
4 8
 
0.5%
504 7
 
0.4%
413 6
 
0.4%
402 6
 
0.4%
421 6
 
0.4%
Other values (1059) 1541
94.2%
ValueCountFrequency (%)
0 2
 
0.1%
1 14
0.9%
2 19
1.2%
3 4
 
0.2%
4 8
0.5%
5 3
 
0.2%
6 4
 
0.2%
7 2
 
0.1%
8 2
 
0.1%
9 1
 
0.1%
ValueCountFrequency (%)
46016 1
0.1%
43744 1
0.1%
30756 1
0.1%
26865 1
0.1%
25741 1
0.1%
22283 1
0.1%
20596 1
0.1%
19032 1
0.1%
18526 1
0.1%
13129 1
0.1%

Interactions

2023-12-13T07:32:27.624983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:32:27.415836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:32:27.744891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:32:27.515428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:32:30.557667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번발권매수
연번1.0000.117
발권매수0.1171.000
2023-12-13T07:32:30.658237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번발권매수
연번1.000-0.171
발권매수-0.1711.000

Missing values

2023-12-13T07:32:27.891485image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:32:27.975035image/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.
2023-12-13T07:32:28.094981image/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

연번공연명공연시작일발권매수
012011어린이우수공연축제<이불꽃>.2011-01-051451
12<이불꽃> 체험놀이.2011-01-05422
23판타지쇼 DREAM(드림).2011-01-1411651
34정오의 음악회(01월).2011-01-181156
45<할머니의 낡은 창고> 체험놀이.2011-01-19251
562011어린이우수공연축제<할머니의낡은창고>.2011-01-19855
67엄마와 함께하는 국악보따리.2011-01-214470
782011 정오의 판소리 01월.2011-01-25430
89<목각인형콘서트> 체험놀이.2011-01-26447
9102011어린이우수공연축제<목각인형콘서트>.2011-01-262168
연번공연명공연시작일발권매수
162616272023 가치 만드는 국립극장 - <국립국악관현악단 지휘자 프로젝트> 시연회2023-08-17326
16271628아마추어 관현악단 7기 수료식 및 수료 공연2023-08-19332
16281629지오반니 그라노 & 콰르텟 미티야 내한공연2023-08-291367
16291630국립무용단 <온춤>2023-09-011388
16301631관현악시리즈Ⅰ <디스커버리>2023-09-01811
163116322023 <정오의 음악회> 9월2023-09-07833
16321633국립국악관현악단 <2023 오케스트라 이음>2023-09-09814
16331634국립극장 기획 <합★체>2023-09-141867
163416352023 국립극장 <완창판소리> 9월2023-09-16238
16351636국립극장 시민탈춤배움터 <아트 인 탈춤> 9월2023-09-2390