Overview

Dataset statistics

Number of variables15
Number of observations62
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.6 KiB
Average record size in memory125.1 B

Variable types

Numeric2
Categorical10
Text1
DateTime2

Dataset

Description성남 미디어센터의 영화상영정보(분류,제목,장르,관람등급,관람정원,관람료,상영기간,상영시간,상영장소,접수여부,url,내용 등)입니다.
URLhttps://www.data.go.kr/data/15031481/fileData.do

Alerts

접수여부 has constant value ""Constant
리스트페이지URL has constant value ""Constant
데이터기준일자 has constant value ""Constant
관람료 is highly overall correlated with 분류High correlation
분류 is highly overall correlated with 관람료High correlation
내용 is highly imbalanced (60.6%)Imbalance
번호 has unique valuesUnique
제목 has unique valuesUnique

Reproduction

Analysis started2023-12-12 08:43:23.732460
Analysis finished2023-12-12 08:43:25.714530
Duration1.98 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct62
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean777.5
Minimum747
Maximum808
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size690.0 B
2023-12-12T17:43:25.794426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum747
5-th percentile750.05
Q1762.25
median777.5
Q3792.75
95-th percentile804.95
Maximum808
Range61
Interquartile range (IQR)30.5

Descriptive statistics

Standard deviation18.041619
Coefficient of variation (CV)0.023204654
Kurtosis-1.2
Mean777.5
Median Absolute Deviation (MAD)15.5
Skewness0
Sum48205
Variance325.5
MonotonicityStrictly increasing
2023-12-12T17:43:25.974476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
747 1
 
1.6%
794 1
 
1.6%
781 1
 
1.6%
782 1
 
1.6%
783 1
 
1.6%
784 1
 
1.6%
785 1
 
1.6%
786 1
 
1.6%
787 1
 
1.6%
788 1
 
1.6%
Other values (52) 52
83.9%
ValueCountFrequency (%)
747 1
1.6%
748 1
1.6%
749 1
1.6%
750 1
1.6%
751 1
1.6%
752 1
1.6%
753 1
1.6%
754 1
1.6%
755 1
1.6%
756 1
1.6%
ValueCountFrequency (%)
808 1
1.6%
807 1
1.6%
806 1
1.6%
805 1
1.6%
804 1
1.6%
803 1
1.6%
802 1
1.6%
801 1
1.6%
800 1
1.6%
799 1
1.6%

분류
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size628.0 B
독립예술영화관
33 
특별기획상영관
29 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row특별기획상영관
2nd row독립예술영화관
3rd row독립예술영화관
4th row독립예술영화관
5th row독립예술영화관

Common Values

ValueCountFrequency (%)
독립예술영화관 33
53.2%
특별기획상영관 29
46.8%

Length

2023-12-12T17:43:26.180447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:26.320215image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
독립예술영화관 33
53.2%
특별기획상영관 29
46.8%

제목
Text

UNIQUE 

Distinct62
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size628.0 B
2023-12-12T17:43:26.700252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length23
Mean length14.774194
Min length2

Characters and Unicode

Total characters916
Distinct characters235
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique62 ?
Unique (%)100.0%

Sample

1st row[패밀리영화관] 추억의 검정고무신
2nd row말임씨를 부탁해
3rd row우리가 사랑이라고 믿는 것
4th row스펜서
5th row단편영화 Ⅰ
ValueCountFrequency (%)
무료기획상영 13
 
6.0%
12
 
5.6%
큐브영화관 6
 
2.8%
단편영화 4
 
1.9%
연계강좌 4
 
1.9%
아카데미 4
 
1.9%
성남다시영화제 4
 
1.9%
독립영화제작지원 3
 
1.4%
패밀리영화관 2
 
0.9%
야간 2
 
0.9%
Other values (153) 161
74.9%
2023-12-12T17:43:27.298294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
153
 
16.7%
영 34
 
3.7%
> 31
 
3.4%
< 31
 
3.4%
화 23
 
2.5%
상 17
 
1.9%
기 15
 
1.6%
무 15
 
1.6%
료 14
 
1.5%
획 13
 
1.4%
Other values (225) 570
62.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 666
72.7%
Space Separator 153
 
16.7%
Math Symbol 67
 
7.3%
Dash Punctuation 7
 
0.8%
Open Punctuation 6
 
0.7%
Close Punctuation 6
 
0.7%
Other Punctuation 4
 
0.4%
Letter Number 4
 
0.4%
Decimal Number 3
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
영 34
 
5.1%
화 23
 
3.5%
상 17
 
2.6%
기 15
 
2.3%
무 15
 
2.3%
료 14
 
2.1%
획 13
 
2.0%
아 13
 
2.0%
가 11
 
1.7%
리 11
 
1.7%
Other values (209) 500
75.1%
Letter Number
ValueCountFrequency (%)
Ⅳ 1
25.0%
Ⅰ 1
25.0%
Ⅲ 1
25.0%
Ⅱ 1
25.0%
Math Symbol
ValueCountFrequency (%)
> 31
46.3%
< 31
46.3%
+ 5
 
7.5%
Decimal Number
ValueCountFrequency (%)
4 1
33.3%
2 1
33.3%
1 1
33.3%
Other Punctuation
ValueCountFrequency (%)
, 3
75.0%
: 1
 
25.0%
Space Separator
ValueCountFrequency (%)
153
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 6
100.0%
Close Punctuation
ValueCountFrequency (%)
] 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 666
72.7%
Common 246
 
26.9%
Latin 4
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
영 34
 
5.1%
화 23
 
3.5%
상 17
 
2.6%
기 15
 
2.3%
무 15
 
2.3%
료 14
 
2.1%
획 13
 
2.0%
아 13
 
2.0%
가 11
 
1.7%
리 11
 
1.7%
Other values (209) 500
75.1%
Common
ValueCountFrequency (%)
153
62.2%
> 31
 
12.6%
< 31
 
12.6%
- 7
 
2.8%
[ 6
 
2.4%
] 6
 
2.4%
+ 5
 
2.0%
, 3
 
1.2%
: 1
 
0.4%
4 1
 
0.4%
Other values (2) 2
 
0.8%
Latin
ValueCountFrequency (%)
Ⅳ 1
25.0%
Ⅰ 1
25.0%
Ⅲ 1
25.0%
Ⅱ 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 666
72.7%
ASCII 246
 
26.9%
Number Forms 4
 
0.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
153
62.2%
> 31
 
12.6%
< 31
 
12.6%
- 7
 
2.8%
[ 6
 
2.4%
] 6
 
2.4%
+ 5
 
2.0%
, 3
 
1.2%
: 1
 
0.4%
4 1
 
0.4%
Other values (2) 2
 
0.8%
Hangul
ValueCountFrequency (%)
영 34
 
5.1%
화 23
 
3.5%
상 17
 
2.6%
기 15
 
2.3%
무 15
 
2.3%
료 14
 
2.1%
획 13
 
2.0%
아 13
 
2.0%
가 11
 
1.7%
리 11
 
1.7%
Other values (209) 500
75.1%
Number Forms
ValueCountFrequency (%)
Ⅳ 1
25.0%
Ⅰ 1
25.0%
Ⅲ 1
25.0%
Ⅱ 1
25.0%

장르
Categorical

Distinct7
Distinct (%)11.3%
Missing0
Missing (%)0.0%
Memory size628.0 B
드라마
42 
다큐멘터리
8 
코미디
5 
애니메이션
 
4
멜로/애정/로맨스
 
1
Other values (2)
 
2

Length

Max length9
Median length3
Mean length3.4516129
Min length2

Unique

Unique3 ?
Unique (%)4.8%

Sample

1st row애니메이션
2nd row드라마
3rd row드라마
4th row드라마
5th row드라마

Common Values

ValueCountFrequency (%)
드라마 42
67.7%
다큐멘터리 8
 
12.9%
코미디 5
 
8.1%
애니메이션 4
 
6.5%
멜로/애정/로맨스 1
 
1.6%
모험 1
 
1.6%
SF 1
 
1.6%

Length

2023-12-12T17:43:27.509254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:27.691990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
드라마 42
67.7%
다큐멘터리 8
 
12.9%
코미디 5
 
8.1%
애니메이션 4
 
6.5%
멜로/애정/로맨스 1
 
1.6%
모험 1
 
1.6%
sf 1
 
1.6%

관람등급
Categorical

Distinct4
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size628.0 B
전체 관람가
23 
15세 관람가
23 
12세 관람가
15 
18세 관람가
 
1

Length

Max length7
Median length7
Mean length6.6290323
Min length6

Unique

Unique1 ?
Unique (%)1.6%

Sample

1st row전체 관람가
2nd row전체 관람가
3rd row12세 관람가
4th row12세 관람가
5th row전체 관람가

Common Values

ValueCountFrequency (%)
전체 관람가 23
37.1%
15세 관람가 23
37.1%
12세 관람가 15
24.2%
18세 관람가 1
 
1.6%

Length

2023-12-12T17:43:27.853936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:27.979261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
관람가 62
50.0%
전체 23
 
18.5%
15세 23
 
18.5%
12세 15
 
12.1%
18세 1
 
0.8%

관람정원
Real number (ℝ)

Distinct6
Distinct (%)9.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean95.806452
Minimum51
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size690.0 B
2023-12-12T17:43:28.112312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum51
5-th percentile90.25
Q197
median97
Q397
95-th percentile99.85
Maximum100
Range49
Interquartile range (IQR)0

Descriptive statistics

Standard deviation6.7041429
Coefficient of variation (CV)0.069975902
Kurtosis35.391591
Mean95.806452
Median Absolute Deviation (MAD)0
Skewness-5.7243912
Sum5940
Variance44.945531
MonotonicityNot monotonic
2023-12-12T17:43:28.238096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
97 53
85.5%
100 4
 
6.5%
90 2
 
3.2%
51 1
 
1.6%
73 1
 
1.6%
95 1
 
1.6%
ValueCountFrequency (%)
51 1
 
1.6%
73 1
 
1.6%
90 2
 
3.2%
95 1
 
1.6%
97 53
85.5%
100 4
 
6.5%
ValueCountFrequency (%)
100 4
 
6.5%
97 53
85.5%
95 1
 
1.6%
90 2
 
3.2%
73 1
 
1.6%
51 1
 
1.6%

관람료
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size628.0 B
4000
33 
0
29 

Length

Max length4
Median length4
Mean length2.5967742
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row4000
3rd row4000
4th row4000
5th row4000

Common Values

ValueCountFrequency (%)
4000 33
53.2%
0 29
46.8%

Length

2023-12-12T17:43:28.410751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:28.544081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
4000 33
53.2%
0 29
46.8%

상영기간(시작일)
Date

Distinct48
Distinct (%)77.4%
Missing0
Missing (%)0.0%
Memory size628.0 B
Minimum2022-06-10 00:00:00
Maximum2023-05-24 00:00:00
2023-12-12T17:43:28.698005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:43:28.874477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)

상영기간(종료일)
Date

Distinct48
Distinct (%)77.4%
Missing0
Missing (%)0.0%
Memory size628.0 B
Minimum2022-06-10 00:00:00
Maximum2023-05-24 00:00:00
2023-12-12T17:43:29.074768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:43:29.265264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)

상영시간
Categorical

Distinct9
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Memory size628.0 B
19:00
33 
14:00
17 
19:30
 
3
16:00
 
3
20:00
 
2
Other values (4)
4 

Length

Max length5
Median length5
Mean length4.983871
Min length4

Unique

Unique4 ?
Unique (%)6.5%

Sample

1st row20:00
2nd row19:00
3rd row19:00
4th row<NA>
5th row19:00

Common Values

ValueCountFrequency (%)
19:00 33
53.2%
14:00 17
27.4%
19:30 3
 
4.8%
16:00 3
 
4.8%
20:00 2
 
3.2%
<NA> 1
 
1.6%
13:00 1
 
1.6%
19;00 1
 
1.6%
18:00 1
 
1.6%

Length

2023-12-12T17:43:29.449864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:29.640147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
19:00 33
53.2%
14:00 17
27.4%
19:30 3
 
4.8%
16:00 3
 
4.8%
20:00 2
 
3.2%
na 1
 
1.6%
13:00 1
 
1.6%
19;00 1
 
1.6%
18:00 1
 
1.6%

상영장소
Categorical

Distinct8
Distinct (%)12.9%
Missing0
Missing (%)0.0%
Memory size628.0 B
성남아트센터 미디어홀
33 
성남아트센터 큐브플라자 3층 미디어홀
13 
미디어홀
9 
성남아트센터 큐브플라자 2층 야외원형광장
 
3
큐브플라자 2층 야외데크
 
1
Other values (3)
 
3

Length

Max length22
Median length11
Mean length12.548387
Min length4

Unique

Unique4 ?
Unique (%)6.5%

Sample

1st row큐브플라자 2층 야외데크
2nd row성남아트센터 큐프플라자 3층 미디어홀
3rd row성남아트센터 미디어홀
4th row성남아트센터 미디어홀
5th row성남아트센터 미디어홀

Common Values

ValueCountFrequency (%)
성남아트센터 미디어홀 33
53.2%
성남아트센터 큐브플라자 3층 미디어홀 13
 
21.0%
미디어홀 9
 
14.5%
성남아트센터 큐브플라자 2층 야외원형광장 3
 
4.8%
큐브플라자 2층 야외데크 1
 
1.6%
성남아트센터 큐프플라자 3층 미디어홀 1
 
1.6%
큐브플라자 2층 야외원형광장 1
 
1.6%
미디어센터 1
 
1.6%

Length

2023-12-12T17:43:29.857350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:30.018348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미디어홀 56
37.3%
성남아트센터 50
33.3%
큐브플라자 18
 
12.0%
3층 14
 
9.3%
2층 5
 
3.3%
야외원형광장 4
 
2.7%
야외데크 1
 
0.7%
큐프플라자 1
 
0.7%
미디어센터 1
 
0.7%

접수여부
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size628.0 B
마감
62 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
마감 62
100.0%

Length

2023-12-12T17:43:30.206648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:30.328914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
마감 62
100.0%

리스트페이지URL
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size628.0 B
http://www.snmedia.or.kr/theater/screening.asp
62 

Length

Max length46
Median length46
Mean length46
Min length46

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttp://www.snmedia.or.kr/theater/screening.asp
2nd rowhttp://www.snmedia.or.kr/theater/screening.asp
3rd rowhttp://www.snmedia.or.kr/theater/screening.asp
4th rowhttp://www.snmedia.or.kr/theater/screening.asp
5th rowhttp://www.snmedia.or.kr/theater/screening.asp

Common Values

ValueCountFrequency (%)
http://www.snmedia.or.kr/theater/screening.asp 62
100.0%

Length

2023-12-12T17:43:30.448850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:30.577187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://www.snmedia.or.kr/theater/screening.asp 62
100.0%

내용
Categorical

IMBALANCE 

Distinct3
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size628.0 B
<NA>
54 
핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다.
7 
핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다.
 
1

Length

Max length50
Median length4
Mean length9.8225806
Min length4

Unique

Unique1 ?
Unique (%)1.6%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 54
87.1%
핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다. 7
 
11.3%
핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다. 1
 
1.6%

Length

2023-12-12T17:43:30.738851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:30.864858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 54
40.3%
핸드폰 8
 
6.0%
모바일 8
 
6.0%
이용시우측 8
 
6.0%
하단 8
 
6.0%
pc버전으로 8
 
6.0%
변경하시면 8
 
6.0%
상세내용 8
 
6.0%
확인하실 8
 
6.0%
수 8
 
6.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size628.0 B
2023-05-31
62 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-05-31
2nd row2023-05-31
3rd row2023-05-31
4th row2023-05-31
5th row2023-05-31

Common Values

ValueCountFrequency (%)
2023-05-31 62
100.0%

Length

2023-12-12T17:43:31.010436image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:43:31.132615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-05-31 62
100.0%

Interactions

2023-12-12T17:43:25.045069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:43:24.512346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:43:25.165003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:43:24.610819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T17:43:31.231252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호분류제목장르관람등급관람정원관람료상영기간(시작일)상영기간(종료일)상영시간상영장소내용
번호1.0000.4721.0000.0380.0830.0000.4720.9850.9850.1640.6680.000
분류0.4721.0001.0000.2190.0000.1590.9990.0000.0000.6720.1660.000
제목1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
장르0.0380.2191.0001.0000.2890.2330.2190.7550.7550.0000.0000.000
관람등급0.0830.0001.0000.2891.0000.0000.0000.9200.9200.0000.0000.302
관람정원0.0000.1591.0000.2330.0001.0000.1590.0000.0000.3510.6080.000
관람료0.4720.9991.0000.2190.0000.1591.0000.0000.0000.6720.1660.000
상영기간(시작일)0.9850.0001.0000.7550.9200.0000.0001.0001.0000.0000.9921.000
상영기간(종료일)0.9850.0001.0000.7550.9200.0000.0001.0001.0000.0000.9921.000
상영시간0.1640.6721.0000.0000.0000.3510.6720.0000.0001.0000.7840.000
상영장소0.6680.1661.0000.0000.0000.6080.1660.9920.9920.7841.0000.000
내용0.0000.0001.0000.0000.3020.0000.0001.0001.0000.0000.0001.000
2023-12-12T17:43:31.400055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상영장소관람료상영시간분류장르관람등급내용
상영장소1.0000.1100.3670.1100.0000.0000.000
관람료0.1101.0000.4830.9670.2210.0000.000
상영시간0.3670.4831.0000.4830.0000.0000.000
분류0.1100.9670.4831.0000.2210.0000.000
장르0.0000.2210.0000.2211.0000.1930.000
관람등급0.0000.0000.0000.0000.1931.0000.408
내용0.0000.0000.0000.0000.0000.4081.000
2023-12-12T17:43:31.528321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호관람정원분류장르관람등급관람료상영시간상영장소내용
번호1.0000.1170.3210.0000.0710.3210.0570.3710.000
관람정원0.1171.0000.1870.1430.0000.1870.2130.4180.000
분류0.3210.1871.0000.2210.0000.9670.4830.1100.000
장르0.0000.1430.2211.0000.1930.2210.0000.0000.000
관람등급0.0710.0000.0000.1931.0000.0000.0000.0000.408
관람료0.3210.1870.9670.2210.0001.0000.4830.1100.000
상영시간0.0570.2130.4830.0000.0000.4831.0000.3670.000
상영장소0.3710.4180.1100.0000.0000.1100.3671.0000.000
내용0.0000.0000.0000.0000.4080.0000.0000.0001.000

Missing values

2023-12-12T17:43:25.361952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:43:25.636885image/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

번호분류제목장르관람등급관람정원관람료상영기간(시작일)상영기간(종료일)상영시간상영장소접수여부리스트페이지URL내용데이터기준일자
0747특별기획상영관[패밀리영화관] 추억의 검정고무신애니메이션전체 관람가5102022-06-102022-06-1020:00큐브플라자 2층 야외데크마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
1748독립예술영화관말임씨를 부탁해드라마전체 관람가9740002022-07-062022-07-0619:00성남아트센터 큐프플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
2749독립예술영화관우리가 사랑이라고 믿는 것드라마12세 관람가9740002022-07-132022-07-1319:00성남아트센터 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
3750독립예술영화관스펜서드라마12세 관람가9740002022-07-202022-07-20<NA>성남아트센터 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
4751독립예술영화관단편영화 Ⅰ드라마전체 관람가9740002022-07-272022-07-2719:00성남아트센터 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
5752특별기획상영관무료기획상영 <어느 예술가의 마지막 일주일>드라마15세 관람가9702022-07-132022-07-1314:00성남아트센터 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
6753특별기획상영관무료기획상영 <호로비츠를 위하여> + 아카데미 연계강좌 <한국의 젊은 음악가들>드라마전체 관람가9702022-07-272022-07-2714:00성남아트센터 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
7754독립예술영화관니얼굴다큐멘터리전체 관람가9740002022-08-032022-08-0319:00미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
8755특별기획상영관무료기획상영 <마지막 4중주> + 아카데미 연계강좌 <음악, 영화로 듣다>드라마15세 관람가9702022-08-102022-08-1014:00미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
9756독립예술영화관에펠멜로/애정/로맨스15세 관람가9740002022-08-102022-08-1019:00성남아트센터 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
번호분류제목장르관람등급관람정원관람료상영기간(시작일)상영기간(종료일)상영시간상영장소접수여부리스트페이지URL내용데이터기준일자
52799특별기획상영관큐브영화관 <사랑 후의 두 여자>드라마15세 관람가9502023-04-062023-04-0619:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다.2023-05-31
53800특별기획상영관큐브영화관 <천리 주단기>드라마전체 관람가9702023-04-132023-04-1319:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다.2023-05-31
54801특별기획상영관큐브영화관 <바람아 안개를 걷어가다오>드라마12세 관람가9702023-04-202023-04-2019:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다.2023-05-31
55802특별기획상영관큐브영화관 <칠드런 액트>드라마12세 관람가9702023-04-272023-04-2719:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp핸드폰 (모바일) 이용시우측 하단 PC버전으로 변경하시면 상세내용 확인하실 수 있습니다.2023-05-31
56803특별기획상영관큐브영화관 <코끼리와 나비>드라마전체 관람가9702023-05-182023-05-1819:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
57804독립예술영화관이마 베프코미디15세 관람가9740002023-05-032023-05-0314:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
58805독립예술영화관단순한 열정드라마18세 관람가9740002023-05-102023-05-1019:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
59806독립예술영화관새를 사랑한 화가다큐멘터리전체 관람가9740002023-05-172023-05-1714:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
60807독립예술영화관안녕, 소중한 사람드라마15세 관람가9740002023-05-242023-05-2419:00성남아트센터 큐브플라자 3층 미디어홀마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31
61808특별기획상영관패밀리영화관 <언더독>애니메이션전체 관람가10002023-05-062023-05-0619:30성남아트센터 큐브플라자 2층 야외원형광장마감http://www.snmedia.or.kr/theater/screening.asp<NA>2023-05-31