Overview

Dataset statistics

Number of variables11
Number of observations56
Missing cells26
Missing cells (%)4.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.2 KiB
Average record size in memory94.4 B

Variable types

DateTime2
Categorical4
Text1
Numeric4

Dataset

Description경기도 양주시 문화예술회관의 지난 공연 정보 (공연일자, 공연명, 공연횟수, 장소, 관객수 등)
Author양주시시설관리공단
URLhttps://www.data.go.kr/data/15073445/fileData.do

Alerts

총공연횟수(회) is highly overall correlated with 유료관객수(명) and 1 other fieldsHigh correlation
총관객수(명) is highly overall correlated with 유료관객수(명)High correlation
유료관객수(명) is highly overall correlated with 총공연횟수(회) and 1 other fieldsHigh correlation
요일 is highly overall correlated with 공연기간(일)High correlation
공연기간(일) is highly overall correlated with 총공연횟수(회) and 1 other fieldsHigh correlation
장소 is highly overall correlated with 비고High correlation
비고 is highly overall correlated with 장소High correlation
총공연횟수(회) has 8 (14.3%) missing valuesMissing
총관객수(명) has 6 (10.7%) missing valuesMissing
유료관객수(명) has 6 (10.7%) missing valuesMissing
무료관객수(명) has 6 (10.7%) missing valuesMissing
유료관객수(명) has 9 (16.1%) zerosZeros
무료관객수(명) has 6 (10.7%) zerosZeros

Reproduction

Analysis started2023-12-12 09:12:33.691109
Analysis finished2023-12-12 09:12:36.470444
Duration2.78 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시작일자
Date

Distinct55
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Memory size580.0 B
Minimum2017-03-25 00:00:00
Maximum2019-12-07 00:00:00
2023-12-12T18:12:36.571954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:36.750425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

종료일자
Date

Distinct54
Distinct (%)96.4%
Missing0
Missing (%)0.0%
Memory size580.0 B
Minimum2017-03-26 00:00:00
Maximum2019-12-07 00:00:00
2023-12-12T18:12:36.906433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:37.075565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

요일
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)21.4%
Missing0
Missing (%)0.0%
Memory size580.0 B
토
16 
금,토
11 
수
8 
금
6 
토,일
5 
Other values (7)
10 

Length

Max length7
Median length1
Mean length2.1785714
Min length1

Unique

Unique6 ?
Unique (%)10.7%

Sample

1st row토,일
2nd row토
3rd row목,금,토
4th row금
5th row금,토

Common Values

ValueCountFrequency (%)
토 16
28.6%
금,토 11
19.6%
수 8
14.3%
금 6
 
10.7%
토,일 5
 
8.9%
목,금,토 4
 
7.1%
토,월,화,수 1
 
1.8%
목 1
 
1.8%
목,금,토,일 1
 
1.8%
토,금,토 1
 
1.8%
Other values (2) 2
 
3.6%

Length

2023-12-12T18:12:37.232188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
토 16
28.6%
금,토 11
19.6%
수 8
14.3%
금 6
 
10.7%
토,일 5
 
8.9%
목,금,토 4
 
7.1%
토,월,화,수 1
 
1.8%
목 1
 
1.8%
목,금,토,일 1
 
1.8%
토,금,토 1
 
1.8%
Other values (2) 2
 
3.6%

공연명
Text

Distinct52
Distinct (%)92.9%
Missing0
Missing (%)0.0%
Memory size580.0 B
2023-12-12T18:12:37.658530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length18
Mean length11.946429
Min length4

Characters and Unicode

Total characters669
Distinct characters239
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique48 ?
Unique (%)85.7%

Sample

1st row슈퍼빼꼼의 동화여행
2nd row시민과국군 장병을 위한음악회
3rd row푸른하늘은하수
4th row김학도 모창밴드 "노래로 말해요"
5th row트랜스포머 마법열차
ValueCountFrequency (%)
이야기 4
 
2.6%
감동콘서트 3
 
2.0%
노래로 3
 
2.0%
양주윈드오케스트라 2
 
1.3%
유유페스티벌 2
 
1.3%
뮤지컬 2
 
1.3%
샌드애니메이션 2
 
1.3%
김하준의 2
 
1.3%
말해요 2
 
1.3%
푸른 2
 
1.3%
Other values (121) 128
84.2%
2023-12-12T18:12:38.353783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
96
 
14.3%
이 15
 
2.2%
" 14
 
2.1%
트 14
 
2.1%
의 12
 
1.8%
서 11
 
1.6%
기 10
 
1.5%
하 10
 
1.5%
오 9
 
1.3%
콘 8
 
1.2%
Other values (229) 470
70.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 519
77.6%
Space Separator 96
 
14.3%
Other Punctuation 30
 
4.5%
Decimal Number 14
 
2.1%
Math Symbol 7
 
1.0%
Uppercase Letter 3
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 15
 
2.9%
트 14
 
2.7%
의 12
 
2.3%
서 11
 
2.1%
기 10
 
1.9%
하 10
 
1.9%
오 9
 
1.7%
콘 8
 
1.5%
가 8
 
1.5%
야 8
 
1.5%
Other values (209) 414
79.8%
Other Punctuation
ValueCountFrequency (%)
" 14
46.7%
& 5
 
16.7%
' 4
 
13.3%
, 3
 
10.0%
? 2
 
6.7%
/ 1
 
3.3%
! 1
 
3.3%
Decimal Number
ValueCountFrequency (%)
0 4
28.6%
1 4
28.6%
2 2
14.3%
9 2
14.3%
8 1
 
7.1%
4 1
 
7.1%
Math Symbol
ValueCountFrequency (%)
> 3
42.9%
< 3
42.9%
~ 1
 
14.3%
Uppercase Letter
ValueCountFrequency (%)
E 1
33.3%
H 1
33.3%
T 1
33.3%
Space Separator
ValueCountFrequency (%)
96
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 519
77.6%
Common 147
 
22.0%
Latin 3
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 15
 
2.9%
트 14
 
2.7%
의 12
 
2.3%
서 11
 
2.1%
기 10
 
1.9%
하 10
 
1.9%
오 9
 
1.7%
콘 8
 
1.5%
가 8
 
1.5%
야 8
 
1.5%
Other values (209) 414
79.8%
Common
ValueCountFrequency (%)
96
65.3%
" 14
 
9.5%
& 5
 
3.4%
' 4
 
2.7%
0 4
 
2.7%
1 4
 
2.7%
, 3
 
2.0%
> 3
 
2.0%
< 3
 
2.0%
2 2
 
1.4%
Other values (7) 9
 
6.1%
Latin
ValueCountFrequency (%)
E 1
33.3%
H 1
33.3%
T 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 519
77.6%
ASCII 150
 
22.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
96
64.0%
" 14
 
9.3%
& 5
 
3.3%
' 4
 
2.7%
0 4
 
2.7%
1 4
 
2.7%
, 3
 
2.0%
> 3
 
2.0%
< 3
 
2.0%
2 2
 
1.3%
Other values (10) 12
 
8.0%
Hangul
ValueCountFrequency (%)
이 15
 
2.9%
트 14
 
2.7%
의 12
 
2.3%
서 11
 
2.1%
기 10
 
1.9%
하 10
 
1.9%
오 9
 
1.7%
콘 8
 
1.5%
가 8
 
1.5%
야 8
 
1.5%
Other values (209) 414
79.8%

공연기간(일)
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size580.0 B
1
26 
2
18 
취소(아프리카돼지열병(ASF) 확산방지)
5 
3
4 
4
 
2

Length

Max length22
Median length1
Mean length3.25
Min length1

Unique

Unique1 ?
Unique (%)1.8%

Sample

1st row2
2nd row1
3rd row3
4th row1
5th row2

Common Values

ValueCountFrequency (%)
1 26
46.4%
2 18
32.1%
취소(아프리카돼지열병(ASF) 확산방지) 5
 
8.9%
3 4
 
7.1%
4 2
 
3.6%
연기(아프리카돼지열병(ASF) 확산방지) 1
 
1.8%

Length

2023-12-12T18:12:38.523420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:12:38.677185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 26
41.9%
2 18
29.0%
확산방지 6
 
9.7%
취소(아프리카돼지열병(asf 5
 
8.1%
3 4
 
6.5%
4 2
 
3.2%
연기(아프리카돼지열병(asf 1
 
1.6%

총공연횟수(회)
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct6
Distinct (%)12.5%
Missing8
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean2.7291667
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size636.0 B
2023-12-12T18:12:38.828116image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q35
95-th percentile5
Maximum6
Range5
Interquartile range (IQR)4

Descriptive statistics

Standard deviation1.7593469
Coefficient of variation (CV)0.64464618
Kurtosis-1.612504
Mean2.7291667
Median Absolute Deviation (MAD)1
Skewness0.3349401
Sum131
Variance3.0953014
MonotonicityNot monotonic
2023-12-12T18:12:38.959460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 20
35.7%
5 12
21.4%
2 6
 
10.7%
4 6
 
10.7%
3 3
 
5.4%
6 1
 
1.8%
(Missing) 8
 
14.3%
ValueCountFrequency (%)
1 20
35.7%
2 6
 
10.7%
3 3
 
5.4%
4 6
 
10.7%
5 12
21.4%
6 1
 
1.8%
ValueCountFrequency (%)
6 1
 
1.8%
5 12
21.4%
4 6
 
10.7%
3 3
 
5.4%
2 6
 
10.7%
1 20
35.7%

장소
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size580.0 B
공연장
38 
체육관
9 
<NA>
6 
문화예술회관일원
 
3

Length

Max length8
Median length3
Mean length3.375
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row공연장
2nd row체육관
3rd row공연장
4th row공연장
5th row공연장

Common Values

ValueCountFrequency (%)
공연장 38
67.9%
체육관 9
 
16.1%
<NA> 6
 
10.7%
문화예술회관일원 3
 
5.4%

Length

2023-12-12T18:12:39.121904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:12:39.267441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공연장 38
67.9%
체육관 9
 
16.1%
na 6
 
10.7%
문화예술회관일원 3
 
5.4%

총관객수(명)
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct50
Distinct (%)100.0%
Missing6
Missing (%)10.7%
Infinite0
Infinite (%)0.0%
Mean642.1
Minimum65
Maximum2227
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size636.0 B
2023-12-12T18:12:39.439084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum65
5-th percentile166.65
Q1268.25
median531.5
Q3817
95-th percentile1681.85
Maximum2227
Range2162
Interquartile range (IQR)548.75

Descriptive statistics

Standard deviation502.6904
Coefficient of variation (CV)0.78288492
Kurtosis2.601723
Mean642.1
Median Absolute Deviation (MAD)269.5
Skewness1.5857813
Sum32105
Variance252697.64
MonotonicityNot monotonic
2023-12-12T18:12:39.627030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
269 1
 
1.8%
300 1
 
1.8%
822 1
 
1.8%
517 1
 
1.8%
636 1
 
1.8%
345 1
 
1.8%
765 1
 
1.8%
769 1
 
1.8%
189 1
 
1.8%
65 1
 
1.8%
Other values (40) 40
71.4%
(Missing) 6
 
10.7%
ValueCountFrequency (%)
65 1
1.8%
98 1
1.8%
150 1
1.8%
187 1
1.8%
189 1
1.8%
200 1
1.8%
208 1
1.8%
216 1
1.8%
220 1
1.8%
246 1
1.8%
ValueCountFrequency (%)
2227 1
1.8%
2200 1
1.8%
1865 1
1.8%
1458 1
1.8%
1302 1
1.8%
1276 1
1.8%
1214 1
1.8%
1010 1
1.8%
958 1
1.8%
883 1
1.8%

유료관객수(명)
Real number (ℝ)

HIGH CORRELATION  MISSING  ZEROS 

Distinct42
Distinct (%)84.0%
Missing6
Missing (%)10.7%
Infinite0
Infinite (%)0.0%
Mean426.78
Minimum0
Maximum2077
Zeros9
Zeros (%)16.1%
Negative0
Negative (%)0.0%
Memory size636.0 B
2023-12-12T18:12:39.791049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q144
median259
Q3695.75
95-th percentile1192.45
Maximum2077
Range2077
Interquartile range (IQR)651.75

Descriptive statistics

Standard deviation450.50408
Coefficient of variation (CV)1.0555886
Kurtosis2.1949308
Mean426.78
Median Absolute Deviation (MAD)259
Skewness1.3456574
Sum21339
Variance202953.93
MonotonicityNot monotonic
2023-12-12T18:12:39.973707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
0 9
 
16.1%
1134 1
 
1.8%
534 1
 
1.8%
153 1
 
1.8%
1182 1
 
1.8%
250 1
 
1.8%
686 1
 
1.8%
167 1
 
1.8%
636 1
 
1.8%
265 1
 
1.8%
Other values (32) 32
57.1%
(Missing) 6
 
10.7%
ValueCountFrequency (%)
0 9
16.1%
3 1
 
1.8%
10 1
 
1.8%
18 1
 
1.8%
36 1
 
1.8%
68 1
 
1.8%
94 1
 
1.8%
100 1
 
1.8%
134 1
 
1.8%
141 1
 
1.8%
ValueCountFrequency (%)
2077 1
1.8%
1214 1
1.8%
1201 1
1.8%
1182 1
1.8%
1134 1
1.8%
1070 1
1.8%
1010 1
1.8%
868 1
1.8%
830 1
1.8%
763 1
1.8%

무료관객수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct43
Distinct (%)86.0%
Missing6
Missing (%)10.7%
Infinite0
Infinite (%)0.0%
Mean215.32
Minimum0
Maximum2200
Zeros6
Zeros (%)10.7%
Negative0
Negative (%)0.0%
Memory size636.0 B
2023-12-12T18:12:40.148414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q133.75
median168
Q3256.5
95-th percentile560
Maximum2200
Range2200
Interquartile range (IQR)222.75

Descriptive statistics

Standard deviation329.7616
Coefficient of variation (CV)1.5314954
Kurtosis27.296101
Mean215.32
Median Absolute Deviation (MAD)123.5
Skewness4.6816983
Sum10766
Variance108742.71
MonotonicityNot monotonic
2023-12-12T18:12:40.331056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%)
0 6
 
10.7%
65 2
 
3.6%
168 2
 
3.6%
22 1
 
1.8%
206 1
 
1.8%
110 1
 
1.8%
276 1
 
1.8%
50 1
 
1.8%
136 1
 
1.8%
350 1
 
1.8%
Other values (33) 33
58.9%
(Missing) 6
 
10.7%
ValueCountFrequency (%)
0 6
10.7%
4 1
 
1.8%
7 1
 
1.8%
12 1
 
1.8%
22 1
 
1.8%
26 1
 
1.8%
28 1
 
1.8%
32 1
 
1.8%
39 1
 
1.8%
50 1
 
1.8%
ValueCountFrequency (%)
2200 1
1.8%
664 1
1.8%
650 1
1.8%
450 1
1.8%
449 1
1.8%
436 1
1.8%
385 1
1.8%
353 1
1.8%
350 1
1.8%
310 1
1.8%

비고
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Memory size580.0 B
문화가있는날
11 
매둘토
10 
<NA>
6 
매둘토,상주단체
5 
문화가있는날,상주단체
5 
Other values (9)
19 

Length

Max length11
Median length7
Mean length5.7321429
Min length3

Unique

Unique5 ?
Unique (%)8.9%

Sample

1st row매둘토
2nd row매둘토
3rd row매둘토,상주단체
4th row문화가있는날
5th row매둘토

Common Values

ValueCountFrequency (%)
문화가있는날 11
19.6%
매둘토 10
17.9%
<NA> 6
10.7%
매둘토,상주단체 5
8.9%
문화가있는날,상주단체 5
8.9%
상주단체 4
 
7.1%
감동콘서트 4
 
7.1%
어린이,매둘토 3
 
5.4%
어린이 3
 
5.4%
문화가있는날,방방곡곡 1
 
1.8%
Other values (4) 4
 
7.1%

Length

2023-12-12T18:12:40.602762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
문화가있는날 11
19.6%
매둘토 10
17.9%
na 6
10.7%
매둘토,상주단체 5
8.9%
문화가있는날,상주단체 5
8.9%
상주단체 4
 
7.1%
감동콘서트 4
 
7.1%
어린이,매둘토 3
 
5.4%
어린이 3
 
5.4%
문화가있는날,방방곡곡 1
 
1.8%
Other values (4) 4
 
7.1%

Interactions

2023-12-12T18:12:35.327865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.329705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.678865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:35.029195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:35.424962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.422593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.782486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:35.105635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:35.506846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.504229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.868079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:35.179671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:35.590706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.586761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:34.943361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:12:35.254008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:12:40.731550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시작일자종료일자요일공연명공연기간(일)총공연횟수(회)장소총관객수(명)유료관객수(명)무료관객수(명)비고
시작일자1.0001.0001.0000.9901.0001.0001.0001.0000.8160.9461.000
종료일자1.0001.0000.9920.9720.9950.9611.0000.9060.0000.9031.000
요일1.0000.9921.0000.0000.9680.7350.6010.0000.1340.0000.750
공연명0.9900.9720.0001.0000.8590.0001.0000.9730.9750.9630.966
공연기간(일)1.0000.9950.9680.8591.0000.8170.2470.0000.5370.0000.786
총공연횟수(회)1.0000.9610.7350.0000.8171.0000.3710.4790.6320.0910.737
장소1.0001.0000.6011.0000.2470.3711.0000.5750.0000.4600.763
총관객수(명)1.0000.9060.0000.9730.0000.4790.5751.0000.8690.7900.624
유료관객수(명)0.8160.0000.1340.9750.5370.6320.0000.8691.0000.0000.226
무료관객수(명)0.9460.9030.0000.9630.0000.0910.4600.7900.0001.0000.000
비고1.0001.0000.7500.9660.7860.7370.7630.6240.2260.0001.000
2023-12-12T18:12:40.879595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장소비고요일공연기간(일)
장소1.0000.5600.4070.230
비고0.5601.0000.4030.492
요일0.4070.4031.0000.695
공연기간(일)0.2300.4920.6951.000
2023-12-12T18:12:40.991218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
총공연횟수(회)총관객수(명)유료관객수(명)무료관객수(명)요일공연기간(일)장소비고
총공연횟수(회)1.0000.4680.653-0.3950.4750.6550.1530.456
총관객수(명)0.4681.0000.7490.1430.0000.0000.2810.325
유료관객수(명)0.6530.7491.000-0.3860.0100.3830.0000.077
무료관객수(명)-0.3950.143-0.3861.0000.0000.0000.3820.000
요일0.4750.0000.0100.0001.0000.6950.4070.403
공연기간(일)0.6550.0000.3830.0000.6951.0000.2300.492
장소0.1530.2810.0000.3820.4070.2301.0000.560
비고0.4560.3250.0770.0000.4030.4920.5601.000

Missing values

2023-12-12T18:12:35.737888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:12:36.247709image/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.
2023-12-12T18:12:36.379323image/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

시작일자종료일자요일공연명공연기간(일)총공연횟수(회)장소총관객수(명)유료관객수(명)무료관객수(명)비고
02017-03-252017-03-26토,일슈퍼빼꼼의 동화여행25공연장80276339매둘토
12017-04-012017-04-01토시민과국군 장병을 위한음악회11체육관220002200매둘토
22017-04-062017-04-08목,금,토푸른하늘은하수36공연장744547197매둘토,상주단체
32017-04-282017-04-28금김학도 모창밴드 "노래로 말해요"11공연장21636180문화가있는날
42017-05-052017-05-06금,토트랜스포머 마법열차25공연장40734265매둘토
52017-05-202017-05-20토봄나들이 트로트 대축제 장윤정&박현빈12체육관22272077150매둘토
62017-05-312017-05-31수김하준의 샌드애니메이션 "노래로 말해요"11공연장3603537문화가있는날
72017-06-092017-06-10토어린이 명작 뮤지컬 보물섬25공연장883699184매둘토
82017-06-282017-06-28수내 나이가 어때서?11공연장18718169문화가있는날
92017-07-082017-07-08토한 여름밤의 치맥콘서트11체육관6500650매둘토
시작일자종료일자요일공연명공연기간(일)총공연횟수(회)장소총관객수(명)유료관객수(명)무료관객수(명)비고
462019-05-302019-06-01목,금,토책키와 북키34공연장54653412문화가있는날,상주단체
472019-06-292019-06-29토최현우의 위자드12체육관13021134168문화가있는날,기획공연
482019-07-272019-07-27토2019 양주문화예술회관 물총축제1<NA>문화예술회관일원3100310문화가있는날,상주단체
492019-08-312019-08-31토푸른 하늘 은하수11공연장3060306문화가있는날,상주단체
502019-09-262019-09-27목,금눈의 여왕취소(아프리카돼지열병(ASF) 확산방지)<NA><NA><NA><NA><NA>문화가있는날,상주단체
512019-09-292019-09-29일한빛예술단취소(아프리카돼지열병(ASF) 확산방지)<NA><NA><NA><NA><NA><NA>
522019-10-182019-10-19금,토우당퉁탕 49분취소(아프리카돼지열병(ASF) 확산방지)<NA><NA><NA><NA><NA>어린이,상주단체
532019-11-022019-11-02토정동하/박기영연기(아프리카돼지열병(ASF) 확산방지)<NA><NA><NA><NA><NA>감동콘서트
542019-11-292019-11-29금포포아저씨취소(아프리카돼지열병(ASF) 확산방지)<NA><NA><NA><NA><NA><NA>
552019-12-072019-12-07토쪽빛황혼취소(아프리카돼지열병(ASF) 확산방지)<NA><NA><NA><NA><NA>방방곡곡