Overview

Dataset statistics

Number of variables8
Number of observations108
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.9 KiB
Average record size in memory65.2 B

Variable types

Categorical5
Text3

Dataset

Description울산광역시 남구 구립도서관 영화상영 정보에 대한 데이터로 도서관구분, 제목, 감독, 상영일시, 상영장소, 등급 등의 항목을 제공합니다.
Author울산광역시 남구
URLhttps://www.data.go.kr/data/15049364/fileData.do

Alerts

상영장소 is highly overall correlated with 도서관 구분 and 2 other fieldsHigh correlation
도서관 구분 is highly overall correlated with 상영장소 and 2 other fieldsHigh correlation
등급 is highly overall correlated with 도서관 구분 and 1 other fieldsHigh correlation
등록일 is highly overall correlated with 도서관 구분 and 1 other fieldsHigh correlation

Reproduction

Analysis started2024-04-06 08:06:00.563625
Analysis finished2024-04-06 08:06:02.355667
Duration1.79 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

도서관 구분
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size996.0 B
옥현
29 
월봉
27 
도산
26 
신복
26 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row옥현
2nd row옥현
3rd row옥현
4th row옥현
5th row도산

Common Values

ValueCountFrequency (%)
옥현 29
26.9%
월봉 27
25.0%
도산 26
24.1%
신복 26
24.1%

Length

2024-04-06T17:06:02.491599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:06:02.720345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
옥현 29
26.9%
월봉 27
25.0%
도산 26
24.1%
신복 26
24.1%

제목
Text

Distinct104
Distinct (%)96.3%
Missing0
Missing (%)0.0%
Memory size996.0 B
2024-04-06T17:06:03.184798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length17
Mean length8.4537037
Min length1

Characters and Unicode

Total characters913
Distinct characters257
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique100 ?
Unique (%)92.6%

Sample

1st row아발로 왕국의 엘레나 : 여왕으로 가는길
2nd row스페이스 치킨 : 마법 부적의 비밀
3rd row호비와 동화나라 대모험
4th row레이디버그
5th row인천상륙작전
ValueCountFrequency (%)
16
 
6.1%
리틀 3
 
1.1%
어드벤쳐 3
 
1.1%
크리스마스 3
 
1.1%
비밀 3
 
1.1%
뱀파이어 2
 
0.8%
모험 2
 
0.8%
스페이스 2
 
0.8%
2 2
 
0.8%
슈퍼 2
 
0.8%
Other values (207) 223
85.4%
2024-04-06T17:06:03.968894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
157
 
17.2%
33
 
3.6%
28
 
3.1%
22
 
2.4%
: 21
 
2.3%
20
 
2.2%
19
 
2.1%
13
 
1.4%
13
 
1.4%
12
 
1.3%
Other values (247) 575
63.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 711
77.9%
Space Separator 157
 
17.2%
Other Punctuation 29
 
3.2%
Decimal Number 12
 
1.3%
Close Punctuation 2
 
0.2%
Open Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
33
 
4.6%
28
 
3.9%
22
 
3.1%
20
 
2.8%
19
 
2.7%
13
 
1.8%
13
 
1.8%
12
 
1.7%
11
 
1.5%
11
 
1.5%
Other values (234) 529
74.4%
Other Punctuation
ValueCountFrequency (%)
: 21
72.4%
. 5
 
17.2%
% 2
 
6.9%
, 1
 
3.4%
Decimal Number
ValueCountFrequency (%)
1 4
33.3%
0 4
33.3%
2 3
25.0%
3 1
 
8.3%
Close Punctuation
ValueCountFrequency (%)
] 1
50.0%
) 1
50.0%
Open Punctuation
ValueCountFrequency (%)
( 1
50.0%
[ 1
50.0%
Space Separator
ValueCountFrequency (%)
157
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 711
77.9%
Common 202
 
22.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
33
 
4.6%
28
 
3.9%
22
 
3.1%
20
 
2.8%
19
 
2.7%
13
 
1.8%
13
 
1.8%
12
 
1.7%
11
 
1.5%
11
 
1.5%
Other values (234) 529
74.4%
Common
ValueCountFrequency (%)
157
77.7%
: 21
 
10.4%
. 5
 
2.5%
1 4
 
2.0%
0 4
 
2.0%
2 3
 
1.5%
% 2
 
1.0%
] 1
 
0.5%
( 1
 
0.5%
3 1
 
0.5%
Other values (3) 3
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 711
77.9%
ASCII 202
 
22.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
157
77.7%
: 21
 
10.4%
. 5
 
2.5%
1 4
 
2.0%
0 4
 
2.0%
2 3
 
1.5%
% 2
 
1.0%
] 1
 
0.5%
( 1
 
0.5%
3 1
 
0.5%
Other values (3) 3
 
1.5%
Hangul
ValueCountFrequency (%)
33
 
4.6%
28
 
3.9%
22
 
3.1%
20
 
2.8%
19
 
2.7%
13
 
1.8%
13
 
1.8%
12
 
1.7%
11
 
1.5%
11
 
1.5%
Other values (234) 529
74.4%

감독
Text

Distinct98
Distinct (%)90.7%
Missing0
Missing (%)0.0%
Memory size996.0 B
2024-04-06T17:06:04.526712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length16
Mean length7.5833333
Min length2

Characters and Unicode

Total characters819
Distinct characters223
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

Unique89 ?
Unique (%)82.4%

Sample

1st row엘리엇M. 보우어
2nd row알렉스 오렐+에두와르도 슐츠
3rd row히라바야시 이사무
4th row토마스 아스트뤽
5th row이재한
ValueCountFrequency (%)
크리스 6
 
2.8%
5
 
2.4%
알렉스 4
 
1.9%
4
 
1.9%
스타센 3
 
1.4%
3
 
1.4%
스미스 3
 
1.4%
오스본 2
 
0.9%
토마스 2
 
0.9%
도스 2
 
0.9%
Other values (167) 177
83.9%
2024-04-06T17:06:05.234231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
105
 
12.8%
57
 
7.0%
38
 
4.6%
18
 
2.2%
18
 
2.2%
+ 17
 
2.1%
13
 
1.6%
12
 
1.5%
11
 
1.3%
11
 
1.3%
Other values (213) 519
63.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 648
79.1%
Space Separator 105
 
12.8%
Lowercase Letter 34
 
4.2%
Math Symbol 17
 
2.1%
Uppercase Letter 11
 
1.3%
Other Punctuation 4
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
57
 
8.8%
38
 
5.9%
18
 
2.8%
18
 
2.8%
13
 
2.0%
12
 
1.9%
11
 
1.7%
11
 
1.7%
10
 
1.5%
10
 
1.5%
Other values (188) 450
69.4%
Lowercase Letter
ValueCountFrequency (%)
n 7
20.6%
a 6
17.6%
r 3
8.8%
l 3
8.8%
e 3
8.8%
i 3
8.8%
g 2
 
5.9%
t 2
 
5.9%
p 1
 
2.9%
u 1
 
2.9%
Other values (3) 3
8.8%
Uppercase Letter
ValueCountFrequency (%)
D 3
27.3%
S 2
18.2%
H 1
 
9.1%
M 1
 
9.1%
C 1
 
9.1%
V 1
 
9.1%
W 1
 
9.1%
Q 1
 
9.1%
Other Punctuation
ValueCountFrequency (%)
. 2
50.0%
, 2
50.0%
Space Separator
ValueCountFrequency (%)
105
100.0%
Math Symbol
ValueCountFrequency (%)
+ 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 648
79.1%
Common 126
 
15.4%
Latin 45
 
5.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
57
 
8.8%
38
 
5.9%
18
 
2.8%
18
 
2.8%
13
 
2.0%
12
 
1.9%
11
 
1.7%
11
 
1.7%
10
 
1.5%
10
 
1.5%
Other values (188) 450
69.4%
Latin
ValueCountFrequency (%)
n 7
15.6%
a 6
13.3%
D 3
 
6.7%
r 3
 
6.7%
l 3
 
6.7%
e 3
 
6.7%
i 3
 
6.7%
g 2
 
4.4%
t 2
 
4.4%
S 2
 
4.4%
Other values (11) 11
24.4%
Common
ValueCountFrequency (%)
105
83.3%
+ 17
 
13.5%
. 2
 
1.6%
, 2
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 648
79.1%
ASCII 171
 
20.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
105
61.4%
+ 17
 
9.9%
n 7
 
4.1%
a 6
 
3.5%
D 3
 
1.8%
r 3
 
1.8%
l 3
 
1.8%
e 3
 
1.8%
i 3
 
1.8%
g 2
 
1.2%
Other values (15) 19
 
11.1%
Hangul
ValueCountFrequency (%)
57
 
8.8%
38
 
5.9%
18
 
2.8%
18
 
2.8%
13
 
2.0%
12
 
1.9%
11
 
1.7%
11
 
1.7%
10
 
1.5%
10
 
1.5%
Other values (188) 450
69.4%

상영일시
Categorical

Distinct31
Distinct (%)28.7%
Missing0
Missing (%)0.0%
Memory size996.0 B
2023-12-24
 
4
2023-12-31
 
4
2023-10-01
 
4
2023-10-08
 
4
2023-10-15
 
4
Other values (26)
88 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique5 ?
Unique (%)4.6%

Sample

1st row2023-09-03
2nd row2023-09-10
3rd row2023-09-17
4th row2023-09-24
5th row2023-10-01

Common Values

ValueCountFrequency (%)
2023-12-24 4
 
3.7%
2023-12-31 4
 
3.7%
2023-10-01 4
 
3.7%
2023-10-08 4
 
3.7%
2023-10-15 4
 
3.7%
2023-10-22 4
 
3.7%
2023-10-29 4
 
3.7%
2023-11-05 4
 
3.7%
2023-11-12 4
 
3.7%
2023-11-19 4
 
3.7%
Other values (21) 68
63.0%

Length

2024-04-06T17:06:05.473907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2023-12-24 4
 
3.7%
2023-12-03 4
 
3.7%
2024-01-21 4
 
3.7%
2024-01-28 4
 
3.7%
2024-02-04 4
 
3.7%
2024-02-18 4
 
3.7%
2024-03-10 4
 
3.7%
2024-03-03 4
 
3.7%
2024-01-14 4
 
3.7%
2024-03-17 4
 
3.7%
Other values (21) 68
63.0%

상영장소
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size996.0 B
옥현어린이도서관 2층 다목적실
29 
월봉도서관 2층 다목적실
27 
2층 시청각실
18 
도산도서관 2층 시청자실
14 
도산도서관 2층 시청각실
12 

Length

Max length16
Median length13
Mean length12.805556
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row옥현어린이도서관 2층 다목적실
2nd row옥현어린이도서관 2층 다목적실
3rd row옥현어린이도서관 2층 다목적실
4th row옥현어린이도서관 2층 다목적실
5th row도산도서관 2층 시청자실

Common Values

ValueCountFrequency (%)
옥현어린이도서관 2층 다목적실 29
26.9%
월봉도서관 2층 다목적실 27
25.0%
2층 시청각실 18
16.7%
도산도서관 2층 시청자실 14
13.0%
도산도서관 2층 시청각실 12
11.1%
신복도서관 2층 시청각실 8
 
7.4%

Length

2024-04-06T17:06:05.672163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:06:05.885474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2층 108
35.3%
다목적실 56
18.3%
시청각실 38
 
12.4%
옥현어린이도서관 29
 
9.5%
월봉도서관 27
 
8.8%
도산도서관 26
 
8.5%
시청자실 14
 
4.6%
신복도서관 8
 
2.6%

등급
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size996.0 B
전체
87 
15세
11 
12세
10 

Length

Max length3
Median length2
Mean length2.1944444
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전체 87
80.6%
15세 11
 
10.2%
12세 10
 
9.3%

Length

2024-04-06T17:06:06.135916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:06:06.322679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전체 87
80.6%
15세 11
 
10.2%
12세 10
 
9.3%
Distinct56
Distinct (%)51.9%
Missing0
Missing (%)0.0%
Memory size996.0 B
2024-04-06T17:06:06.759758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length4
Median length3
Mean length3.3981481
Min length3

Characters and Unicode

Total characters367
Distinct characters12
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

Unique32 ?
Unique (%)29.6%

Sample

1st row92분
2nd row78분
3rd row61분
4th row80분
5th row141분
ValueCountFrequency (%)
102분 7
 
6.5%
96분 6
 
5.6%
89분 6
 
5.6%
80분 4
 
3.7%
100분 4
 
3.7%
88분 4
 
3.7%
94분 4
 
3.7%
98분 3
 
2.8%
92분 3
 
2.8%
90분 3
 
2.8%
Other values (45) 64
59.3%
2024-04-06T17:06:07.457278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
108
29.4%
1 60
16.3%
8 41
 
11.2%
9 35
 
9.5%
0 32
 
8.7%
7 21
 
5.7%
6 17
 
4.6%
4 17
 
4.6%
2 16
 
4.4%
3 10
 
2.7%
Other values (2) 10
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 258
70.3%
Other Letter 108
29.4%
Space Separator 1
 
0.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 60
23.3%
8 41
15.9%
9 35
13.6%
0 32
12.4%
7 21
 
8.1%
6 17
 
6.6%
4 17
 
6.6%
2 16
 
6.2%
3 10
 
3.9%
5 9
 
3.5%
Other Letter
ValueCountFrequency (%)
108
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 259
70.6%
Hangul 108
29.4%

Most frequent character per script

Common
ValueCountFrequency (%)
1 60
23.2%
8 41
15.8%
9 35
13.5%
0 32
12.4%
7 21
 
8.1%
6 17
 
6.6%
4 17
 
6.6%
2 16
 
6.2%
3 10
 
3.9%
5 9
 
3.5%
Hangul
ValueCountFrequency (%)
108
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 259
70.6%
Hangul 108
29.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
108
100.0%
ASCII
ValueCountFrequency (%)
1 60
23.2%
8 41
15.8%
9 35
13.5%
0 32
12.4%
7 21
 
8.1%
6 17
 
6.6%
4 17
 
6.6%
2 16
 
6.2%
3 10
 
3.9%
5 9
 
3.5%

등록일
Categorical

HIGH CORRELATION 

Distinct20
Distinct (%)18.5%
Missing0
Missing (%)0.0%
Memory size996.0 B
2023-11-26
2023-12-26
2023-10-27
2023-10-29
2023-12-29
Other values (15)
67 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-09-02
2nd row2023-09-02
3rd row2023-09-02
4th row2023-09-02
5th row2023-09-21

Common Values

ValueCountFrequency (%)
2023-11-26 9
 
8.3%
2023-12-26 8
 
7.4%
2023-10-27 8
 
7.4%
2023-10-29 8
 
7.4%
2023-12-29 8
 
7.4%
2023-09-23 5
 
4.6%
2023-09-24 5
 
4.6%
2023-09-26 5
 
4.6%
2023-11-28 5
 
4.6%
2023-12-01 5
 
4.6%
Other values (10) 42
38.9%

Length

2024-04-06T17:06:07.706343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2023-11-26 9
 
8.3%
2023-12-26 8
 
7.4%
2023-10-27 8
 
7.4%
2023-10-29 8
 
7.4%
2023-12-29 8
 
7.4%
2023-09-21 5
 
4.6%
2024-02-28 5
 
4.6%
2024-02-27 5
 
4.6%
2024-02-24 5
 
4.6%
2024-02-29 5
 
4.6%
Other values (10) 42
38.9%

Correlations

2024-04-06T17:06:07.857728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
도서관 구분감독상영일시상영장소등급상영시간등록일
도서관 구분1.0000.4090.0001.0000.5900.4510.982
감독0.4091.0000.9240.6081.0000.9870.887
상영일시0.0000.9241.0000.0000.0000.4900.708
상영장소1.0000.6080.0001.0000.8830.4440.965
등급0.5901.0000.0000.8831.0000.7120.666
상영시간0.4510.9870.4900.4440.7121.0000.509
등록일0.9820.8870.7080.9650.6660.5091.000
2024-04-06T17:06:08.117229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
등록일등급상영장소도서관 구분상영일시
등록일1.0000.4180.8060.7660.237
등급0.4181.0000.5840.5990.000
상영장소0.8060.5841.0000.9900.000
도서관 구분0.7660.5990.9901.0000.000
상영일시0.2370.0000.0000.0001.000
2024-04-06T17:06:08.287451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
도서관 구분상영일시상영장소등급등록일
도서관 구분1.0000.0000.9900.5990.766
상영일시0.0001.0000.0000.0000.237
상영장소0.9900.0001.0000.5840.806
등급0.5990.0000.5841.0000.418
등록일0.7660.2370.8060.4181.000

Missing values

2024-04-06T17:06:02.053890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:06:02.268219image/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

도서관 구분제목감독상영일시상영장소등급상영시간등록일
0옥현아발로 왕국의 엘레나 : 여왕으로 가는길엘리엇M. 보우어2023-09-03옥현어린이도서관 2층 다목적실전체92분2023-09-02
1옥현스페이스 치킨 : 마법 부적의 비밀알렉스 오렐+에두와르도 슐츠2023-09-10옥현어린이도서관 2층 다목적실전체78분2023-09-02
2옥현호비와 동화나라 대모험히라바야시 이사무2023-09-17옥현어린이도서관 2층 다목적실전체61분2023-09-02
3옥현레이디버그토마스 아스트뤽2023-09-24옥현어린이도서관 2층 다목적실전체80분2023-09-02
4도산인천상륙작전이재한2023-10-01도산도서관 2층 시청자실12세141분2023-09-21
5도산말모이엄유나2023-10-08도산도서관 2층 시청자실12세135분2023-09-21
6도산왕의남자이준익2023-10-15도산도서관 2층 시청자실15세119분2023-09-21
7도산섬.사라진 사람들이지승2023-10-22도산도서관 2층 시청자실15세88분2023-09-21
8도산발신제한김창주2023-10-29도산도서관 2층 시청자실15세94분2023-09-21
9신복매직아치바실리 로벤스키2023-10-012층 시청각실전체83분2023-09-23
도서관 구분제목감독상영일시상영장소등급상영시간등록일
98옥현마루 밑 아리에티요네바야시 히로마사2024-03-03옥현어린이도서관 2층 다목적실전체96분2024-02-28
99옥현(소원을 이뤄주는) 매직아치바실리 로벤스키2024-03-10옥현어린이도서관 2층 다목적실전체84분2024-02-28
100옥현토이 스토리존 라쎄터2024-03-17옥현어린이도서관 2층 다목적실전체116분2024-02-28
101옥현스머프 : 비밀의 숲켈리 애스버리2024-03-24옥현어린이도서관 2층 다목적실전체89분2024-02-28
102옥현하펫 꿈나라 모험알렉스 콜스2024-03-31옥현어린이도서관 2층 다목적실전체71분2024-02-28
103월봉정글 비트 : 더 무비브렌트 도스2024-03-03월봉도서관 2층 다목적실전체88분2024-02-29
104월봉슈퍼베어왕치2024-03-10월봉도서관 2층 다목적실전체78분2024-02-29
105월봉마이펫의 이중생활크리스 리노드2024-03-17월봉도서관 2층 다목적실전체90분2024-02-29
106월봉벼랑 위의 포뇨미야자키 하야오2024-03-24월봉도서관 2층 다목적실전체100분2024-02-29
107월봉인사이드 아웃피트 닥터2024-03-31월봉도서관 2층 다목적실전체102분2024-02-29