Overview

Dataset statistics

Number of variables7
Number of observations244
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.5 KiB
Average record size in memory56.5 B

Variable types

Categorical2
DateTime2
Boolean1
Text2

Dataset

Description부산광역시 강서구 도서관(강서도서관, 기적의도서관,지사도서관) 일정 안내(도서관명, 일정시작일, 일정마감일, 휴일여부, 제목, 내용, 데이터기준일)
Author부산광역시 강서구
URLhttps://www.data.go.kr/data/15050064/fileData.do

Alerts

데이터기준일 has constant value ""Constant

Reproduction

Analysis started2024-01-06 12:57:26.025927
Analysis finished2024-01-06 12:57:27.550688
Duration1.52 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

도서관명
Categorical

Distinct3
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
강서도서관
85 
지사도서관
84 
기적의도서관
75 

Length

Max length6
Median length5
Mean length5.307377
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서도서관 85
34.8%
지사도서관 84
34.4%
기적의도서관 75
30.7%

Length

2024-01-06T12:57:27.910675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:57:28.304560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서도서관 85
34.8%
지사도서관 84
34.4%
기적의도서관 75
30.7%

일정시작일
Date

Distinct137
Distinct (%)56.1%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
Minimum2022-12-23 00:00:00
Maximum2024-01-03 00:00:00
2024-01-06T12:57:29.217720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-06T12:57:30.045773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

일정마감일
Date

Distinct135
Distinct (%)55.3%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
Minimum2023-01-01 00:00:00
Maximum2024-01-20 00:00:00
2024-01-06T12:57:30.769730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-06T12:57:31.660228image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

휴일여부
Boolean

Distinct2
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size376.0 B
False
216 
True
28 
ValueCountFrequency (%)
False 216
88.5%
True 28
 
11.5%
2024-01-06T12:57:32.046881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

제목
Text

Distinct186
Distinct (%)76.2%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2024-01-06T12:57:32.941085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length42
Median length28.5
Mean length15.045082
Min length2

Characters and Unicode

Total characters3671
Distinct characters430
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique170 ?
Unique (%)69.7%

Sample

1st row신정
2nd row【겨울방학특강】그림책 매직스토리
3rd row겨울독서교실
4th row【겨울방학특강】탈무드 하브루타 수학
5th row【겨울방학특강】스포츠 스태킹(눈보다 빠른 컵 쌓기)
ValueCountFrequency (%)
성인독서회[책세봄 20
 
2.9%
2023 12
 
1.7%
초등교사릴레이특강 11
 
1.6%
성인독서회 11
 
1.6%
독서회 10
 
1.4%
꿈꾸는 8
 
1.1%
그림책으로 8
 
1.1%
어른 8
 
1.1%
어린이독서회 8
 
1.1%
어린이 7
 
1.0%
Other values (450) 593
85.2%
2024-01-06T12:57:34.494316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
456
 
12.4%
[ 96
 
2.6%
] 96
 
2.6%
서 86
 
2.3%
이 73
 
2.0%
독 71
 
1.9%
강 67
 
1.8%
특 61
 
1.7%
회 59
 
1.6%
어 53
 
1.4%
Other values (420) 2553
69.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2549
69.4%
Space Separator 456
 
12.4%
Lowercase Letter 190
 
5.2%
Open Punctuation 127
 
3.5%
Close Punctuation 127
 
3.5%
Decimal Number 103
 
2.8%
Uppercase Letter 62
 
1.7%
Other Punctuation 46
 
1.3%
Math Symbol 4
 
0.1%
Dash Punctuation 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 86
 
3.4%
이 73
 
2.9%
독 71
 
2.8%
강 67
 
2.6%
특 61
 
2.4%
회 59
 
2.3%
어 53
 
2.1%
학 49
 
1.9%
책 48
 
1.9%
기 46
 
1.8%
Other values (351) 1936
76.0%
Lowercase Letter
ValueCountFrequency (%)
e 30
15.8%
a 20
10.5%
t 19
10.0%
r 17
8.9%
i 14
 
7.4%
s 12
 
6.3%
l 11
 
5.8%
n 11
 
5.8%
o 11
 
5.8%
d 9
 
4.7%
Other values (11) 36
18.9%
Uppercase Letter
ValueCountFrequency (%)
R 9
14.5%
C 8
12.9%
G 7
11.3%
P 6
9.7%
S 4
 
6.5%
E 3
 
4.8%
V 3
 
4.8%
I 3
 
4.8%
T 3
 
4.8%
O 2
 
3.2%
Other values (10) 14
22.6%
Decimal Number
ValueCountFrequency (%)
2 35
34.0%
3 17
16.5%
0 16
15.5%
1 13
 
12.6%
4 6
 
5.8%
9 5
 
4.9%
5 5
 
4.9%
7 2
 
1.9%
6 2
 
1.9%
8 2
 
1.9%
Other Punctuation
ValueCountFrequency (%)
! 27
58.7%
, 7
 
15.2%
& 7
 
15.2%
/ 2
 
4.3%
: 2
 
4.3%
' 1
 
2.2%
Open Punctuation
ValueCountFrequency (%)
[ 96
75.6%
( 26
 
20.5%
【 5
 
3.9%
Close Punctuation
ValueCountFrequency (%)
] 96
75.6%
) 26
 
20.5%
】 5
 
3.9%
Letter Number
ValueCountFrequency (%)
Ⅲ 1
33.3%
Ⅱ 1
33.3%
Ⅰ 1
33.3%
Space Separator
ValueCountFrequency (%)
456
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2549
69.4%
Common 867
 
23.6%
Latin 255
 
6.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 86
 
3.4%
이 73
 
2.9%
독 71
 
2.8%
강 67
 
2.6%
특 61
 
2.4%
회 59
 
2.3%
어 53
 
2.1%
학 49
 
1.9%
책 48
 
1.9%
기 46
 
1.8%
Other values (351) 1936
76.0%
Latin
ValueCountFrequency (%)
e 30
 
11.8%
a 20
 
7.8%
t 19
 
7.5%
r 17
 
6.7%
i 14
 
5.5%
s 12
 
4.7%
l 11
 
4.3%
n 11
 
4.3%
o 11
 
4.3%
R 9
 
3.5%
Other values (34) 101
39.6%
Common
ValueCountFrequency (%)
456
52.6%
[ 96
 
11.1%
] 96
 
11.1%
2 35
 
4.0%
! 27
 
3.1%
( 26
 
3.0%
) 26
 
3.0%
3 17
 
2.0%
0 16
 
1.8%
1 13
 
1.5%
Other values (15) 59
 
6.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2549
69.4%
ASCII 1109
30.2%
None 10
 
0.3%
Number Forms 3
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
456
41.1%
[ 96
 
8.7%
] 96
 
8.7%
2 35
 
3.2%
e 30
 
2.7%
! 27
 
2.4%
( 26
 
2.3%
) 26
 
2.3%
a 20
 
1.8%
t 19
 
1.7%
Other values (54) 278
25.1%
Hangul
ValueCountFrequency (%)
서 86
 
3.4%
이 73
 
2.9%
독 71
 
2.8%
강 67
 
2.6%
특 61
 
2.4%
회 59
 
2.3%
어 53
 
2.1%
학 49
 
1.9%
책 48
 
1.9%
기 46
 
1.8%
Other values (351) 1936
76.0%
None
ValueCountFrequency (%)
【 5
50.0%
】 5
50.0%
Number Forms
ValueCountFrequency (%)
Ⅲ 1
33.3%
Ⅱ 1
33.3%
Ⅰ 1
33.3%

내용
Text

Distinct181
Distinct (%)74.2%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2024-01-06T12:57:35.156315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length42
Median length29
Mean length15.172131
Min length2

Characters and Unicode

Total characters3702
Distinct characters432
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique164 ?
Unique (%)67.2%

Sample

1st row신정
2nd row【겨울방학특강】그림책 매직스토리
3rd row겨울독서교실
4th row【겨울방학특강】탈무드 하브루타 수학
5th row【겨울방학특강】스포츠 스태킹(눈보다 빠른 컵 쌓기)
ValueCountFrequency (%)
성인독서회[책세봄 20
 
2.9%
초등교사릴레이특강 11
 
1.6%
성인독서회 11
 
1.6%
독서회 9
 
1.3%
어린이독서회 8
 
1.1%
그림책으로 8
 
1.1%
꿈꾸는 8
 
1.1%
어른 8
 
1.1%
2023 8
 
1.1%
만들기 7
 
1.0%
Other values (457) 602
86.0%
2024-01-06T12:57:36.633818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
456
 
12.3%
[ 96
 
2.6%
] 96
 
2.6%
서 84
 
2.3%
이 72
 
1.9%
독 69
 
1.9%
강 67
 
1.8%
특 61
 
1.6%
회 59
 
1.6%
어 54
 
1.5%
Other values (422) 2588
69.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2572
69.5%
Space Separator 456
 
12.3%
Lowercase Letter 190
 
5.1%
Open Punctuation 128
 
3.5%
Close Punctuation 128
 
3.5%
Decimal Number 100
 
2.7%
Uppercase Letter 66
 
1.8%
Other Punctuation 51
 
1.4%
Dash Punctuation 4
 
0.1%
Math Symbol 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 84
 
3.3%
이 72
 
2.8%
독 69
 
2.7%
강 67
 
2.6%
특 61
 
2.4%
회 59
 
2.3%
어 54
 
2.1%
책 48
 
1.9%
학 48
 
1.9%
기 45
 
1.7%
Other values (352) 1965
76.4%
Lowercase Letter
ValueCountFrequency (%)
e 30
15.8%
a 20
10.5%
t 19
10.0%
r 17
8.9%
i 14
 
7.4%
s 12
 
6.3%
n 11
 
5.8%
l 11
 
5.8%
o 11
 
5.8%
d 9
 
4.7%
Other values (11) 36
18.9%
Uppercase Letter
ValueCountFrequency (%)
R 9
13.6%
C 8
12.1%
P 7
10.6%
G 7
10.6%
S 5
 
7.6%
T 3
 
4.5%
E 3
 
4.5%
I 3
 
4.5%
V 3
 
4.5%
O 2
 
3.0%
Other values (11) 16
24.2%
Decimal Number
ValueCountFrequency (%)
2 34
34.0%
0 14
14.0%
1 14
14.0%
3 14
14.0%
4 7
 
7.0%
5 6
 
6.0%
9 5
 
5.0%
7 2
 
2.0%
6 2
 
2.0%
8 2
 
2.0%
Other Punctuation
ValueCountFrequency (%)
! 28
54.9%
, 10
 
19.6%
& 7
 
13.7%
: 3
 
5.9%
/ 2
 
3.9%
' 1
 
2.0%
Open Punctuation
ValueCountFrequency (%)
[ 96
75.0%
( 27
 
21.1%
【 5
 
3.9%
Close Punctuation
ValueCountFrequency (%)
] 96
75.0%
) 27
 
21.1%
】 5
 
3.9%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
33.3%
Ⅰ 1
33.3%
Ⅲ 1
33.3%
Space Separator
ValueCountFrequency (%)
456
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2572
69.5%
Common 871
 
23.5%
Latin 259
 
7.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 84
 
3.3%
이 72
 
2.8%
독 69
 
2.7%
강 67
 
2.6%
특 61
 
2.4%
회 59
 
2.3%
어 54
 
2.1%
책 48
 
1.9%
학 48
 
1.9%
기 45
 
1.7%
Other values (352) 1965
76.4%
Latin
ValueCountFrequency (%)
e 30
 
11.6%
a 20
 
7.7%
t 19
 
7.3%
r 17
 
6.6%
i 14
 
5.4%
s 12
 
4.6%
n 11
 
4.2%
l 11
 
4.2%
o 11
 
4.2%
d 9
 
3.5%
Other values (35) 105
40.5%
Common
ValueCountFrequency (%)
456
52.4%
[ 96
 
11.0%
] 96
 
11.0%
2 34
 
3.9%
! 28
 
3.2%
( 27
 
3.1%
) 27
 
3.1%
0 14
 
1.6%
1 14
 
1.6%
3 14
 
1.6%
Other values (15) 65
 
7.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2572
69.5%
ASCII 1117
30.2%
None 10
 
0.3%
Number Forms 3
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
456
40.8%
[ 96
 
8.6%
] 96
 
8.6%
2 34
 
3.0%
e 30
 
2.7%
! 28
 
2.5%
( 27
 
2.4%
) 27
 
2.4%
a 20
 
1.8%
t 19
 
1.7%
Other values (55) 284
25.4%
Hangul
ValueCountFrequency (%)
서 84
 
3.3%
이 72
 
2.8%
독 69
 
2.7%
강 67
 
2.6%
특 61
 
2.4%
회 59
 
2.3%
어 54
 
2.1%
책 48
 
1.9%
학 48
 
1.9%
기 45
 
1.7%
Other values (352) 1965
76.4%
None
ValueCountFrequency (%)
】 5
50.0%
【 5
50.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
33.3%
Ⅰ 1
33.3%
Ⅲ 1
33.3%

데이터기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2023-12-14
244 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-12-14
2nd row2023-12-14
3rd row2023-12-14
4th row2023-12-14
5th row2023-12-14

Common Values

ValueCountFrequency (%)
2023-12-14 244
100.0%

Length

2024-01-06T12:57:36.883829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:57:37.076912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-12-14 244
100.0%

Correlations

2024-01-06T12:57:37.205126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
도서관명휴일여부
도서관명1.0000.000
휴일여부0.0001.000
2024-01-06T12:57:37.394097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
휴일여부도서관명
휴일여부1.0000.000
도서관명0.0001.000
2024-01-06T12:57:37.576035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
도서관명휴일여부
도서관명1.0000.000
휴일여부0.0001.000

Missing values

2024-01-06T12:57:26.994449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-06T12:57:27.383585image/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

도서관명일정시작일일정마감일휴일여부제목내용데이터기준일
0강서도서관2023-01-012023-01-01Y신정신정2023-12-14
1강서도서관2023-01-042023-01-25N【겨울방학특강】그림책 매직스토리【겨울방학특강】그림책 매직스토리2023-12-14
2강서도서관2023-01-042023-01-06N겨울독서교실겨울독서교실2023-12-14
3강서도서관2023-01-052023-01-26N【겨울방학특강】탈무드 하브루타 수학【겨울방학특강】탈무드 하브루타 수학2023-12-14
4강서도서관2023-01-062023-01-20N【겨울방학특강】스포츠 스태킹(눈보다 빠른 컵 쌓기)【겨울방학특강】스포츠 스태킹(눈보다 빠른 컵 쌓기)2023-12-14
5강서도서관2023-01-072023-02-04N【겨울방학특강】원어민과 Winter Great Readers【겨울방학특강】원어민과 Winter Great Readers2023-12-14
6강서도서관2023-01-072023-02-04N【겨울방학특강】언어쑥쑥 동화놀이터(22년 연령 기준)【겨울방학특강】언어쑥쑥 동화놀이터(22년 연령 기준)2023-12-14
7강서도서관2023-01-212023-06-08N상반기 생활과학교실상반기 생활과학교실2023-12-14
8강서도서관2023-01-212023-01-22Y설날설날2023-12-14
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