Overview

Dataset statistics

Number of variables6
Number of observations479
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory23.5 KiB
Average record size in memory50.3 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_정관어린이도서관신착자료현황_20200929
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15060476

Alerts

순번 is highly overall correlated with 자료실명High correlation
자료실명 is highly overall correlated with 순번High correlation
순번 has unique valuesUnique
서명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:24:43.349925
Analysis finished2023-12-10 16:24:44.391780
Duration1.04 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct479
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean240
Minimum1
Maximum479
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-11T01:24:44.456521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile24.9
Q1120.5
median240
Q3359.5
95-th percentile455.1
Maximum479
Range478
Interquartile range (IQR)239

Descriptive statistics

Standard deviation138.41965
Coefficient of variation (CV)0.57674855
Kurtosis-1.2
Mean240
Median Absolute Deviation (MAD)120
Skewness0
Sum114960
Variance19160
MonotonicityStrictly increasing
2023-12-11T01:24:44.595191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
2 1
 
0.2%
329 1
 
0.2%
328 1
 
0.2%
327 1
 
0.2%
326 1
 
0.2%
325 1
 
0.2%
324 1
 
0.2%
323 1
 
0.2%
322 1
 
0.2%
Other values (469) 469
97.9%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
479 1
0.2%
478 1
0.2%
477 1
0.2%
476 1
0.2%
475 1
0.2%
474 1
0.2%
473 1
0.2%
472 1
0.2%
471 1
0.2%
470 1
0.2%

서명
Text

UNIQUE 

Distinct479
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
2023-12-11T01:24:44.974679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length76
Median length48
Mean length18.832985
Min length1

Characters and Unicode

Total characters9021
Distinct characters727
Distinct categories10 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique479 ?
Unique (%)100.0%

Sample

1st row105개의 수도로 만나는 세계 : 한걸음에 세계 일주
2nd rowGo Go 카카오프렌즈 : 세계 역사 문화 체험 학습만화. 15, 브라질(Brazil)
3rd rowJourney on a runaway train
4th rowDinosaurs before dark
5th row(The)knight at dawn
ValueCountFrequency (%)
141
 
5.9%
그림책 22
 
0.9%
우리 18
 
0.7%
the 14
 
0.6%
아이 14
 
0.6%
이야기 13
 
0.5%
내 12
 
0.5%
위한 11
 
0.5%
on 9
 
0.4%
유령의 9
 
0.4%
Other values (1642) 2138
89.0%
2023-12-11T01:24:45.506539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1922
 
21.3%
이 192
 
2.1%
: 143
 
1.6%
는 125
 
1.4%
의 124
 
1.4%
아 122
 
1.4%
다 91
 
1.0%
가 84
 
0.9%
기 84
 
0.9%
a 80
 
0.9%
Other values (717) 6054
67.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5667
62.8%
Space Separator 1922
 
21.3%
Lowercase Letter 777
 
8.6%
Other Punctuation 320
 
3.5%
Decimal Number 103
 
1.1%
Uppercase Letter 81
 
0.9%
Close Punctuation 66
 
0.7%
Open Punctuation 66
 
0.7%
Math Symbol 17
 
0.2%
Dash Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 192
 
3.4%
는 125
 
2.2%
의 124
 
2.2%
아 122
 
2.2%
다 91
 
1.6%
가 84
 
1.5%
기 84
 
1.5%
리 79
 
1.4%
어 74
 
1.3%
한 69
 
1.2%
Other values (644) 4623
81.6%
Lowercase Letter
ValueCountFrequency (%)
a 80
10.3%
e 72
 
9.3%
n 72
 
9.3%
t 66
 
8.5%
o 64
 
8.2%
i 63
 
8.1%
r 49
 
6.3%
s 45
 
5.8%
h 40
 
5.1%
d 29
 
3.7%
Other values (15) 197
25.4%
Uppercase Letter
ValueCountFrequency (%)
P 8
 
9.9%
D 8
 
9.9%
T 8
 
9.9%
G 6
 
7.4%
S 6
 
7.4%
A 6
 
7.4%
X 5
 
6.2%
H 5
 
6.2%
M 5
 
6.2%
O 4
 
4.9%
Other values (11) 20
24.7%
Decimal Number
ValueCountFrequency (%)
1 22
21.4%
0 22
21.4%
4 12
11.7%
3 10
9.7%
2 9
8.7%
5 9
8.7%
6 8
 
7.8%
7 6
 
5.8%
8 3
 
2.9%
9 2
 
1.9%
Other Punctuation
ValueCountFrequency (%)
: 143
44.7%
, 61
19.1%
! 53
 
16.6%
. 33
 
10.3%
? 19
 
5.9%
' 7
 
2.2%
· 2
 
0.6%
@ 1
 
0.3%
/ 1
 
0.3%
Close Punctuation
ValueCountFrequency (%)
) 63
95.5%
] 3
 
4.5%
Open Punctuation
ValueCountFrequency (%)
( 63
95.5%
[ 3
 
4.5%
Math Symbol
ValueCountFrequency (%)
~ 9
52.9%
= 8
47.1%
Space Separator
ValueCountFrequency (%)
1922
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5664
62.8%
Common 2496
27.7%
Latin 858
 
9.5%
Han 3
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 192
 
3.4%
는 125
 
2.2%
의 124
 
2.2%
아 122
 
2.2%
다 91
 
1.6%
가 84
 
1.5%
기 84
 
1.5%
리 79
 
1.4%
어 74
 
1.3%
한 69
 
1.2%
Other values (641) 4620
81.6%
Latin
ValueCountFrequency (%)
a 80
 
9.3%
e 72
 
8.4%
n 72
 
8.4%
t 66
 
7.7%
o 64
 
7.5%
i 63
 
7.3%
r 49
 
5.7%
s 45
 
5.2%
h 40
 
4.7%
d 29
 
3.4%
Other values (36) 278
32.4%
Common
ValueCountFrequency (%)
1922
77.0%
: 143
 
5.7%
) 63
 
2.5%
( 63
 
2.5%
, 61
 
2.4%
! 53
 
2.1%
. 33
 
1.3%
1 22
 
0.9%
0 22
 
0.9%
? 19
 
0.8%
Other values (17) 95
 
3.8%
Han
ValueCountFrequency (%)
美 1
33.3%
生 1
33.3%
猫 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5662
62.8%
ASCII 3352
37.2%
CJK 3
 
< 0.1%
None 2
 
< 0.1%
Compat Jamo 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1922
57.3%
: 143
 
4.3%
a 80
 
2.4%
e 72
 
2.1%
n 72
 
2.1%
t 66
 
2.0%
o 64
 
1.9%
) 63
 
1.9%
( 63
 
1.9%
i 63
 
1.9%
Other values (62) 744
 
22.2%
Hangul
ValueCountFrequency (%)
이 192
 
3.4%
는 125
 
2.2%
의 124
 
2.2%
아 122
 
2.2%
다 91
 
1.6%
가 84
 
1.5%
기 84
 
1.5%
리 79
 
1.4%
어 74
 
1.3%
한 69
 
1.2%
Other values (640) 4618
81.6%
None
ValueCountFrequency (%)
· 2
100.0%
Compat Jamo
ValueCountFrequency (%)
ㅋ 2
100.0%
CJK
ValueCountFrequency (%)
美 1
33.3%
生 1
33.3%
猫 1
33.3%

저작자
Text

Distinct420
Distinct (%)87.7%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
2023-12-11T01:24:45.941855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length75
Median length66
Mean length21.858038
Min length5

Characters and Unicode

Total characters10470
Distinct characters466
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

Unique393 ?
Unique (%)82.0%

Sample

1st row박동석 글 ; 시미씨 그림
2nd row김미영 글 ; 김정한 그림
3rd rowstory by Dee Garretson,JM Lee ; illustrated by Anthony VanArsdale
4th row Mary Pope Osborne ; illustrated by Sal Murdocca
5th rowMary Pope Osborne ; illustrate by Sal Murdocca
ValueCountFrequency (%)
483
 
16.9%
그림 222
 
7.7%
글 201
 
7.0%
옮김 152
 
5.3%
지음 141
 
4.9%
글·그림 71
 
2.5%
by 38
 
1.3%
illustrated 34
 
1.2%
mary 28
 
1.0%
pope 28
 
1.0%
Other values (972) 1468
51.2%
2023-12-11T01:24:46.455603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2396
22.9%
; 483
 
4.6%
그 338
 
3.2%
림 335
 
3.2%
글 290
 
2.8%
김 279
 
2.7%
e 220
 
2.1%
r 202
 
1.9%
지 191
 
1.8%
o 185
 
1.8%
Other values (456) 5551
53.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5088
48.6%
Space Separator 2396
22.9%
Lowercase Letter 1858
 
17.7%
Other Punctuation 654
 
6.2%
Uppercase Letter 340
 
3.2%
Close Punctuation 64
 
0.6%
Open Punctuation 64
 
0.6%
Dash Punctuation 4
 
< 0.1%
Decimal Number 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
그 338
 
6.6%
림 335
 
6.6%
글 290
 
5.7%
김 279
 
5.5%
지 191
 
3.8%
이 166
 
3.3%
음 157
 
3.1%
옮 154
 
3.0%
정 91
 
1.8%
스 85
 
1.7%
Other values (403) 3002
59.0%
Lowercase Letter
ValueCountFrequency (%)
e 220
11.8%
r 202
10.9%
o 185
10.0%
a 183
9.8%
l 150
 
8.1%
t 148
 
8.0%
y 104
 
5.6%
s 101
 
5.4%
i 96
 
5.2%
d 77
 
4.1%
Other values (13) 392
21.1%
Uppercase Letter
ValueCountFrequency (%)
M 83
24.4%
P 50
14.7%
S 36
10.6%
O 31
 
9.1%
J 25
 
7.4%
R 16
 
4.7%
C 14
 
4.1%
A 12
 
3.5%
K 12
 
3.5%
H 10
 
2.9%
Other values (10) 51
15.0%
Other Punctuation
ValueCountFrequency (%)
; 483
73.9%
· 79
 
12.1%
, 52
 
8.0%
. 40
 
6.1%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
2 1
50.0%
Space Separator
ValueCountFrequency (%)
2396
100.0%
Close Punctuation
ValueCountFrequency (%)
] 64
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 64
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5088
48.6%
Common 3184
30.4%
Latin 2198
21.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
그 338
 
6.6%
림 335
 
6.6%
글 290
 
5.7%
김 279
 
5.5%
지 191
 
3.8%
이 166
 
3.3%
음 157
 
3.1%
옮 154
 
3.0%
정 91
 
1.8%
스 85
 
1.7%
Other values (403) 3002
59.0%
Latin
ValueCountFrequency (%)
e 220
 
10.0%
r 202
 
9.2%
o 185
 
8.4%
a 183
 
8.3%
l 150
 
6.8%
t 148
 
6.7%
y 104
 
4.7%
s 101
 
4.6%
i 96
 
4.4%
M 83
 
3.8%
Other values (33) 726
33.0%
Common
ValueCountFrequency (%)
2396
75.3%
; 483
 
15.2%
· 79
 
2.5%
] 64
 
2.0%
[ 64
 
2.0%
, 52
 
1.6%
. 40
 
1.3%
- 4
 
0.1%
1 1
 
< 0.1%
2 1
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5303
50.6%
Hangul 5088
48.6%
None 79
 
0.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2396
45.2%
; 483
 
9.1%
e 220
 
4.1%
r 202
 
3.8%
o 185
 
3.5%
a 183
 
3.5%
l 150
 
2.8%
t 148
 
2.8%
y 104
 
2.0%
s 101
 
1.9%
Other values (42) 1131
21.3%
Hangul
ValueCountFrequency (%)
그 338
 
6.6%
림 335
 
6.6%
글 290
 
5.7%
김 279
 
5.5%
지 191
 
3.8%
이 166
 
3.3%
음 157
 
3.1%
옮 154
 
3.0%
정 91
 
1.8%
스 85
 
1.7%
Other values (403) 3002
59.0%
None
ValueCountFrequency (%)
· 79
100.0%

발행자
Text

Distinct218
Distinct (%)45.5%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
2023-12-11T01:24:46.666882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length22
Mean length5.6471816
Min length1

Characters and Unicode

Total characters2705
Distinct characters323
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique141 ?
Unique (%)29.4%

Sample

1st row책숲
2nd row아울북:북이십일
3rd rowAlbert Whitman & Company
4th rowRandom House
5th rowRandom House
ValueCountFrequency (%)
random 28
 
5.2%
house 28
 
5.2%
대교 25
 
4.7%
창비 18
 
3.4%
내인생의책 18
 
3.4%
보림 11
 
2.1%
북극곰 10
 
1.9%
소원나무 8
 
1.5%
글송이 8
 
1.5%
파란자전거 8
 
1.5%
Other values (221) 372
69.7%
2023-12-11T01:24:47.058822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
: 77
 
2.8%
이 76
 
2.8%
스 75
 
2.8%
북 74
 
2.7%
o 73
 
2.7%
어 60
 
2.2%
55
 
2.0%
s 50
 
1.8%
책 47
 
1.7%
e 46
 
1.7%
Other values (313) 2072
76.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2060
76.2%
Lowercase Letter 419
 
15.5%
Uppercase Letter 90
 
3.3%
Other Punctuation 79
 
2.9%
Space Separator 55
 
2.0%
Decimal Number 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 76
 
3.7%
스 75
 
3.6%
북 74
 
3.6%
어 60
 
2.9%
책 47
 
2.3%
사 42
 
2.0%
교 37
 
1.8%
대 30
 
1.5%
비 30
 
1.5%
인 29
 
1.4%
Other values (277) 1560
75.7%
Lowercase Letter
ValueCountFrequency (%)
o 73
17.4%
s 50
11.9%
e 46
11.0%
n 40
9.5%
d 34
8.1%
a 32
7.6%
m 30
7.2%
u 28
 
6.7%
r 23
 
5.5%
i 17
 
4.1%
Other values (10) 46
11.0%
Uppercase Letter
ValueCountFrequency (%)
R 30
33.3%
H 30
33.3%
U 8
 
8.9%
P 7
 
7.8%
O 6
 
6.7%
K 4
 
4.4%
A 2
 
2.2%
B 1
 
1.1%
W 1
 
1.1%
C 1
 
1.1%
Other Punctuation
ValueCountFrequency (%)
: 77
97.5%
· 1
 
1.3%
& 1
 
1.3%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
2 1
50.0%
Space Separator
ValueCountFrequency (%)
55
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2060
76.2%
Latin 509
 
18.8%
Common 136
 
5.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 76
 
3.7%
스 75
 
3.6%
북 74
 
3.6%
어 60
 
2.9%
책 47
 
2.3%
사 42
 
2.0%
교 37
 
1.8%
대 30
 
1.5%
비 30
 
1.5%
인 29
 
1.4%
Other values (277) 1560
75.7%
Latin
ValueCountFrequency (%)
o 73
14.3%
s 50
9.8%
e 46
 
9.0%
n 40
 
7.9%
d 34
 
6.7%
a 32
 
6.3%
R 30
 
5.9%
m 30
 
5.9%
H 30
 
5.9%
u 28
 
5.5%
Other values (20) 116
22.8%
Common
ValueCountFrequency (%)
: 77
56.6%
55
40.4%
1 1
 
0.7%
2 1
 
0.7%
· 1
 
0.7%
& 1
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2060
76.2%
ASCII 644
 
23.8%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
: 77
12.0%
o 73
11.3%
55
 
8.5%
s 50
 
7.8%
e 46
 
7.1%
n 40
 
6.2%
d 34
 
5.3%
a 32
 
5.0%
R 30
 
4.7%
m 30
 
4.7%
Other values (25) 177
27.5%
Hangul
ValueCountFrequency (%)
이 76
 
3.7%
스 75
 
3.6%
북 74
 
3.6%
어 60
 
2.9%
책 47
 
2.3%
사 42
 
2.0%
교 37
 
1.8%
대 30
 
1.5%
비 30
 
1.5%
인 29
 
1.4%
Other values (277) 1560
75.7%
None
ValueCountFrequency (%)
· 1
100.0%

발행년
Real number (ℝ)

Distinct22
Distinct (%)4.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.7328
Minimum1994
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-11T01:24:47.201754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1994
5-th percentile2002
Q12017
median2020
Q32020
95-th percentile2020
Maximum2020
Range26
Interquartile range (IQR)3

Descriptive statistics

Standard deviation6.048928
Coefficient of variation (CV)0.0029993701
Kurtosis3.6907374
Mean2016.7328
Median Absolute Deviation (MAD)0
Skewness-2.2101155
Sum966015
Variance36.58953
MonotonicityNot monotonic
2023-12-11T01:24:47.367348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
2020 261
54.5%
2018 53
 
11.1%
2016 31
 
6.5%
2002 29
 
6.1%
2017 27
 
5.6%
2019 20
 
4.2%
2015 18
 
3.8%
2014 8
 
1.7%
2011 6
 
1.3%
1998 6
 
1.3%
Other values (12) 20
 
4.2%
ValueCountFrequency (%)
1994 1
 
0.2%
1995 2
 
0.4%
1996 2
 
0.4%
1997 2
 
0.4%
1998 6
 
1.3%
1999 3
 
0.6%
2000 3
 
0.6%
2001 2
 
0.4%
2002 29
6.1%
2003 1
 
0.2%
ValueCountFrequency (%)
2020 261
54.5%
2019 20
 
4.2%
2018 53
 
11.1%
2017 27
 
5.6%
2016 31
 
6.5%
2015 18
 
3.8%
2014 8
 
1.7%
2013 1
 
0.2%
2012 1
 
0.2%
2011 6
 
1.3%

자료실명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
[정관]정관어린이도서관 아동자료실
310 
[정관]정관어린이도서관 유아자료실
169 

Length

Max length18
Median length18
Mean length18
Min length18

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row[정관]정관어린이도서관 아동자료실
2nd row[정관]정관어린이도서관 아동자료실
3rd row[정관]정관어린이도서관 아동자료실
4th row[정관]정관어린이도서관 아동자료실
5th row[정관]정관어린이도서관 아동자료실

Common Values

ValueCountFrequency (%)
[정관]정관어린이도서관 아동자료실 310
64.7%
[정관]정관어린이도서관 유아자료실 169
35.3%

Length

2023-12-11T01:24:47.503896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:24:47.591094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정관]정관어린이도서관 479
50.0%
아동자료실 310
32.4%
유아자료실 169
 
17.6%

Interactions

2023-12-11T01:24:44.080755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:24:43.949900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:24:44.165803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:24:44.014619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:24:47.658499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.6260.969
발행년0.6261.0000.311
자료실명0.9690.3111.000
2023-12-11T01:24:47.779387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.3720.840
발행년0.3721.0000.311
자료실명0.8400.3111.000

Missing values

2023-12-11T01:24:44.266120image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:24:44.349574image/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

순번서명저작자발행자발행년자료실명
01105개의 수도로 만나는 세계 : 한걸음에 세계 일주박동석 글 ; 시미씨 그림책숲2020[정관]정관어린이도서관 아동자료실
12Go Go 카카오프렌즈 : 세계 역사 문화 체험 학습만화. 15, 브라질(Brazil)김미영 글 ; 김정한 그림아울북:북이십일2020[정관]정관어린이도서관 아동자료실
23Journey on a runaway trainstory by Dee Garretson,JM Lee ; illustrated by Anthony VanArsdaleAlbert Whitman & Company2017[정관]정관어린이도서관 아동자료실
34Dinosaurs before darkMary Pope Osborne ; illustrated by Sal MurdoccaRandom House2012[정관]정관어린이도서관 아동자료실
45(The)knight at dawnMary Pope Osborne ; illustrate by Sal MurdoccaRandom House2013[정관]정관어린이도서관 아동자료실
56Mummies in the morningMary Pope Osborne ; illustrated by Sal MurdoccaRandom House2014[정관]정관어린이도서관 아동자료실
67Pirates past noonMary Pope Osborne ; illustrated by Sal MurdoccaRandom House1994[정관]정관어린이도서관 아동자료실
78Night of the ninjasMary Pope Osborne ; illustrated by Sal MurdoccaRandom House1995[정관]정관어린이도서관 아동자료실
89Afternoon on the AmazonMary Pope Osborne ; illustrated by Sal MurdoccaRandom House1995[정관]정관어린이도서관 아동자료실
910Sunset of the SabertoothMary Pope Osborne ; illustrated by Sal MurdoccaRandom House1996[정관]정관어린이도서관 아동자료실
순번서명저작자발행자발행년자료실명
469470파스타 마스터 클래스=Pasta master class : '제리코 레시피'의 매일 먹고 싶은 사계절 홈파스타백지혜 지음 ; 김보령 사진세미콜론2020[정관]정관어린이도서관 아동자료실
470471푸름아빠 거울육아 : 엄마의 감정을 거울처럼 비추는 아이최희수 지음한국경제신문:한경BP2020[정관]정관어린이도서관 아동자료실
471472(하루 10분)그림책 질문의 기적 : 우리 아이 생각하는 힘을 키우는 그림책 읽기최진희 지음마더북스2020[정관]정관어린이도서관 아동자료실
472473하루 5,000원 집밥 만능 레시피북 : 외식과 배달음식에 지친 당신을 위한 현실 집밥 메뉴 108강지현 지음 ; 이종수 사진메가스터디books:메가스터디2020[정관]정관어린이도서관 아동자료실
473474(하루 한 권)엄마표 책 놀이터 : 교과서가 재미있어지는 초등 교과 학습 놀이 150권정아,권정민 [공]지음청림life:청림출판2020[정관]정관어린이도서관 아동자료실
474475하브루타 4단계 공부법 : 성적 쑥! 실력 쑥! 하브루타와 인지심리학의 융합 학습법이성일 지음경향비피2020[정관]정관어린이도서관 아동자료실
475476하브루타 놀이 가이드북=Havruta play guide book질문배움연구소 지음경향비피2020[정관]정관어린이도서관 아동자료실
476477해가 지는 곳으로 : 최진영 장편소설최진영 지음민음사2017[정관]정관어린이도서관 아동자료실
477478강남 사장님 : 이지음 장편동화이지음 지음 ; 국민지 그림비룡소2020[정관]정관어린이도서관 아동자료실
478479일기 쓰기 재미 사전. 1, 날씨/감정 편송현지 글 ; 현서 쓰고 그림고래책빵2020[정관]정관어린이도서관 아동자료실