Overview

Dataset statistics

Number of variables6
Number of observations529
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory26.0 KiB
Average record size in memory50.2 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_교리도서관신착자료현황_20230630
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15112602

Alerts

순번 is highly overall correlated with 발행년 and 1 other fieldsHigh correlation
발행년 is highly overall correlated with 순번High correlation
자료실명 is highly overall correlated with 순번High correlation
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:20:59.580046
Analysis finished2023-12-10 16:21:00.967324
Duration1.39 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct529
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean265
Minimum1
Maximum529
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.8 KiB
2023-12-11T01:21:01.049829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile27.4
Q1133
median265
Q3397
95-th percentile502.6
Maximum529
Range528
Interquartile range (IQR)264

Descriptive statistics

Standard deviation152.85342
Coefficient of variation (CV)0.57680534
Kurtosis-1.2
Mean265
Median Absolute Deviation (MAD)132
Skewness0
Sum140185
Variance23364.167
MonotonicityStrictly increasing
2023-12-11T01:21:01.216090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
349 1
 
0.2%
363 1
 
0.2%
362 1
 
0.2%
361 1
 
0.2%
360 1
 
0.2%
359 1
 
0.2%
358 1
 
0.2%
357 1
 
0.2%
356 1
 
0.2%
Other values (519) 519
98.1%
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 (%)
529 1
0.2%
528 1
0.2%
527 1
0.2%
526 1
0.2%
525 1
0.2%
524 1
0.2%
523 1
0.2%
522 1
0.2%
521 1
0.2%
520 1
0.2%

서명
Text

Distinct523
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Memory size4.3 KiB
2023-12-11T01:21:01.534765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length106
Median length46
Mean length20.703214
Min length3

Characters and Unicode

Total characters10952
Distinct characters801
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique517 ?
Unique (%)97.7%

Sample

1st row농부 달력 : 김선진 그림책
2nd row나의 첫 심부름
3rd row똥 밟은 날
4th row잊었던 용기 : 휘리 그림책
5th row토마토 기준
ValueCountFrequency (%)
279
 
9.1%
시집 42
 
1.4%
장편소설 26
 
0.8%
그림책 22
 
0.7%
2 16
 
0.5%
1 16
 
0.5%
흔한남매 16
 
0.5%
위한 13
 
0.4%
비밀 11
 
0.4%
소설 10
 
0.3%
Other values (1957) 2628
85.4%
2023-12-11T01:21:02.130303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2550
 
23.3%
: 274
 
2.5%
의 203
 
1.9%
이 200
 
1.8%
는 121
 
1.1%
, 115
 
1.1%
리 110
 
1.0%
. 101
 
0.9%
기 98
 
0.9%
지 94
 
0.9%
Other values (791) 7086
64.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7158
65.4%
Space Separator 2550
 
23.3%
Other Punctuation 531
 
4.8%
Lowercase Letter 283
 
2.6%
Decimal Number 233
 
2.1%
Open Punctuation 58
 
0.5%
Close Punctuation 58
 
0.5%
Uppercase Letter 50
 
0.5%
Math Symbol 18
 
0.2%
Dash Punctuation 11
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
의 203
 
2.8%
이 200
 
2.8%
는 121
 
1.7%
리 110
 
1.5%
기 98
 
1.4%
지 94
 
1.3%
가 91
 
1.3%
다 91
 
1.3%
한 90
 
1.3%
아 89
 
1.2%
Other values (722) 5971
83.4%
Lowercase Letter
ValueCountFrequency (%)
e 33
11.7%
o 33
11.7%
a 26
 
9.2%
r 26
 
9.2%
n 22
 
7.8%
b 15
 
5.3%
l 14
 
4.9%
i 14
 
4.9%
g 13
 
4.6%
s 12
 
4.2%
Other values (13) 75
26.5%
Uppercase Letter
ValueCountFrequency (%)
G 9
18.0%
R 6
12.0%
I 4
8.0%
T 4
8.0%
B 4
8.0%
A 3
 
6.0%
S 3
 
6.0%
F 3
 
6.0%
P 3
 
6.0%
W 2
 
4.0%
Other values (7) 9
18.0%
Other Punctuation
ValueCountFrequency (%)
: 274
51.6%
, 115
21.7%
. 101
 
19.0%
! 31
 
5.8%
· 3
 
0.6%
& 2
 
0.4%
% 2
 
0.4%
' 1
 
0.2%
… 1
 
0.2%
# 1
 
0.2%
Decimal Number
ValueCountFrequency (%)
1 61
26.2%
2 32
13.7%
0 22
 
9.4%
3 20
 
8.6%
5 20
 
8.6%
4 19
 
8.2%
9 18
 
7.7%
6 17
 
7.3%
7 14
 
6.0%
8 10
 
4.3%
Open Punctuation
ValueCountFrequency (%)
( 56
96.6%
[ 2
 
3.4%
Close Punctuation
ValueCountFrequency (%)
) 56
96.6%
] 2
 
3.4%
Math Symbol
ValueCountFrequency (%)
= 13
72.2%
~ 5
 
27.8%
Space Separator
ValueCountFrequency (%)
2550
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 11
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7154
65.3%
Common 3459
31.6%
Latin 335
 
3.1%
Han 4
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
의 203
 
2.8%
이 200
 
2.8%
는 121
 
1.7%
리 110
 
1.5%
기 98
 
1.4%
지 94
 
1.3%
가 91
 
1.3%
다 91
 
1.3%
한 90
 
1.3%
아 89
 
1.2%
Other values (718) 5967
83.4%
Latin
ValueCountFrequency (%)
e 33
 
9.9%
o 33
 
9.9%
a 26
 
7.8%
r 26
 
7.8%
n 22
 
6.6%
b 15
 
4.5%
l 14
 
4.2%
i 14
 
4.2%
g 13
 
3.9%
s 12
 
3.6%
Other values (31) 127
37.9%
Common
ValueCountFrequency (%)
2550
73.7%
: 274
 
7.9%
, 115
 
3.3%
. 101
 
2.9%
1 61
 
1.8%
( 56
 
1.6%
) 56
 
1.6%
2 32
 
0.9%
! 31
 
0.9%
0 22
 
0.6%
Other values (18) 161
 
4.7%
Han
ValueCountFrequency (%)
最 1
25.0%
善 1
25.0%
集 1
25.0%
詩 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7151
65.3%
ASCII 3788
34.6%
CJK 4
 
< 0.1%
None 3
 
< 0.1%
Compat Jamo 3
 
< 0.1%
Number Forms 2
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2550
67.3%
: 274
 
7.2%
, 115
 
3.0%
. 101
 
2.7%
1 61
 
1.6%
( 56
 
1.5%
) 56
 
1.5%
e 33
 
0.9%
o 33
 
0.9%
2 32
 
0.8%
Other values (56) 477
 
12.6%
Hangul
ValueCountFrequency (%)
의 203
 
2.8%
이 200
 
2.8%
는 121
 
1.7%
리 110
 
1.5%
기 98
 
1.4%
지 94
 
1.3%
가 91
 
1.3%
다 91
 
1.3%
한 90
 
1.3%
아 89
 
1.2%
Other values (715) 5964
83.4%
None
ValueCountFrequency (%)
· 3
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 2
100.0%
CJK
ValueCountFrequency (%)
最 1
25.0%
善 1
25.0%
集 1
25.0%
詩 1
25.0%
Compat Jamo
ValueCountFrequency (%)
ㄱ 1
33.3%
ㄴ 1
33.3%
ㄷ 1
33.3%
Punctuation
ValueCountFrequency (%)
… 1
100.0%

저작자
Text

Distinct478
Distinct (%)90.4%
Missing0
Missing (%)0.0%
Memory size4.3 KiB
2023-12-11T01:21:02.506006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length46
Mean length14.26465
Min length3

Characters and Unicode

Total characters7546
Distinct characters395
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique447 ?
Unique (%)84.5%

Sample

1st row글·그림: 김선진
2nd row홍우리 글·그림
3rd row박종진 글 ; 김고은 그림
4th row글·그림: 휘리
5th row김준현 시 ; 송선옥 그림
ValueCountFrequency (%)
362
 
15.2%
지음 228
 
9.6%
그림 199
 
8.4%
글 192
 
8.1%
옮김 125
 
5.2%
지은이 86
 
3.6%
공 30
 
1.3%
원작 26
 
1.1%
흔한남매 16
 
0.7%
백난도 13
 
0.5%
Other values (870) 1106
46.4%
2023-12-11T01:21:03.020334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1855
24.6%
지 377
 
5.0%
; 362
 
4.8%
김 287
 
3.8%
이 247
 
3.3%
음 233
 
3.1%
그 230
 
3.0%
림 209
 
2.8%
글 200
 
2.7%
은 137
 
1.8%
Other values (385) 3409
45.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5063
67.1%
Space Separator 1855
 
24.6%
Other Punctuation 518
 
6.9%
Close Punctuation 44
 
0.6%
Open Punctuation 44
 
0.6%
Uppercase Letter 12
 
0.2%
Lowercase Letter 9
 
0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 377
 
7.4%
김 287
 
5.7%
이 247
 
4.9%
음 233
 
4.6%
그 230
 
4.5%
림 209
 
4.1%
글 200
 
4.0%
은 137
 
2.7%
옮 125
 
2.5%
정 82
 
1.6%
Other values (359) 2936
58.0%
Uppercase Letter
ValueCountFrequency (%)
R 4
33.3%
K 2
16.7%
P 1
 
8.3%
J 1
 
8.3%
D 1
 
8.3%
O 1
 
8.3%
W 1
 
8.3%
M 1
 
8.3%
Lowercase Letter
ValueCountFrequency (%)
a 3
33.3%
u 1
 
11.1%
s 1
 
11.1%
j 1
 
11.1%
m 1
 
11.1%
n 1
 
11.1%
i 1
 
11.1%
Other Punctuation
ValueCountFrequency (%)
; 362
69.9%
: 104
 
20.1%
, 34
 
6.6%
. 12
 
2.3%
· 6
 
1.2%
Close Punctuation
ValueCountFrequency (%)
] 37
84.1%
) 7
 
15.9%
Open Punctuation
ValueCountFrequency (%)
[ 37
84.1%
( 7
 
15.9%
Space Separator
ValueCountFrequency (%)
1855
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5063
67.1%
Common 2462
32.6%
Latin 21
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 377
 
7.4%
김 287
 
5.7%
이 247
 
4.9%
음 233
 
4.6%
그 230
 
4.5%
림 209
 
4.1%
글 200
 
4.0%
은 137
 
2.7%
옮 125
 
2.5%
정 82
 
1.6%
Other values (359) 2936
58.0%
Latin
ValueCountFrequency (%)
R 4
19.0%
a 3
14.3%
K 2
 
9.5%
u 1
 
4.8%
P 1
 
4.8%
s 1
 
4.8%
J 1
 
4.8%
j 1
 
4.8%
m 1
 
4.8%
n 1
 
4.8%
Other values (5) 5
23.8%
Common
ValueCountFrequency (%)
1855
75.3%
; 362
 
14.7%
: 104
 
4.2%
] 37
 
1.5%
[ 37
 
1.5%
, 34
 
1.4%
. 12
 
0.5%
( 7
 
0.3%
) 7
 
0.3%
· 6
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5063
67.1%
ASCII 2477
32.8%
None 6
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1855
74.9%
; 362
 
14.6%
: 104
 
4.2%
] 37
 
1.5%
[ 37
 
1.5%
, 34
 
1.4%
. 12
 
0.5%
( 7
 
0.3%
) 7
 
0.3%
R 4
 
0.2%
Other values (15) 18
 
0.7%
Hangul
ValueCountFrequency (%)
지 377
 
7.4%
김 287
 
5.7%
이 247
 
4.9%
음 233
 
4.6%
그 230
 
4.5%
림 209
 
4.1%
글 200
 
4.0%
은 137
 
2.7%
옮 125
 
2.5%
정 82
 
1.6%
Other values (359) 2936
58.0%
None
ValueCountFrequency (%)
· 6
100.0%

발행자
Text

Distinct289
Distinct (%)54.6%
Missing0
Missing (%)0.0%
Memory size4.3 KiB
2023-12-11T01:21:03.350469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length14
Mean length4.8204159
Min length1

Characters and Unicode

Total characters2550
Distinct characters350
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique203 ?
Unique (%)38.4%

Sample

1st row웅진주니어:웅진씽크빅
2nd row키다리
3rd row해와나무
4th row창비
5th row문학동네
ValueCountFrequency (%)
별똥별 20
 
3.7%
문학동네 16
 
3.0%
아이세움:미래엔 13
 
2.4%
비룡소 13
 
2.4%
위즈덤하우스 10
 
1.9%
문학과지성사 10
 
1.9%
서울문화사 9
 
1.7%
아울북:북이십일 7
 
1.3%
은행나무 6
 
1.1%
길벗어린이 6
 
1.1%
Other values (283) 425
79.4%
2023-12-11T01:21:03.831400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 94
 
3.7%
사 80
 
3.1%
아 78
 
3.1%
북 75
 
2.9%
어 63
 
2.5%
스 62
 
2.4%
문 48
 
1.9%
: 47
 
1.8%
별 44
 
1.7%
학 39
 
1.5%
Other values (340) 1920
75.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2333
91.5%
Lowercase Letter 75
 
2.9%
Other Punctuation 48
 
1.9%
Uppercase Letter 37
 
1.5%
Close Punctuation 22
 
0.9%
Open Punctuation 22
 
0.9%
Decimal Number 7
 
0.3%
Space Separator 6
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 94
 
4.0%
사 80
 
3.4%
아 78
 
3.3%
북 75
 
3.2%
어 63
 
2.7%
스 62
 
2.7%
문 48
 
2.1%
별 44
 
1.9%
학 39
 
1.7%
책 31
 
1.3%
Other values (299) 1719
73.7%
Lowercase Letter
ValueCountFrequency (%)
o 17
22.7%
s 7
9.3%
k 7
9.3%
e 6
 
8.0%
a 6
 
8.0%
b 5
 
6.7%
l 4
 
5.3%
h 3
 
4.0%
d 3
 
4.0%
n 2
 
2.7%
Other values (10) 15
20.0%
Uppercase Letter
ValueCountFrequency (%)
B 7
18.9%
K 7
18.9%
H 7
18.9%
R 6
16.2%
W 3
8.1%
P 2
 
5.4%
G 1
 
2.7%
M 1
 
2.7%
T 1
 
2.7%
C 1
 
2.7%
Decimal Number
ValueCountFrequency (%)
2 3
42.9%
4 1
 
14.3%
8 1
 
14.3%
9 1
 
14.3%
1 1
 
14.3%
Other Punctuation
ValueCountFrequency (%)
: 47
97.9%
' 1
 
2.1%
Close Punctuation
ValueCountFrequency (%)
) 22
100.0%
Open Punctuation
ValueCountFrequency (%)
( 22
100.0%
Space Separator
ValueCountFrequency (%)
6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2333
91.5%
Latin 112
 
4.4%
Common 105
 
4.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 94
 
4.0%
사 80
 
3.4%
아 78
 
3.3%
북 75
 
3.2%
어 63
 
2.7%
스 62
 
2.7%
문 48
 
2.1%
별 44
 
1.9%
학 39
 
1.7%
책 31
 
1.3%
Other values (299) 1719
73.7%
Latin
ValueCountFrequency (%)
o 17
15.2%
s 7
 
6.2%
B 7
 
6.2%
k 7
 
6.2%
K 7
 
6.2%
H 7
 
6.2%
e 6
 
5.4%
R 6
 
5.4%
a 6
 
5.4%
b 5
 
4.5%
Other values (21) 37
33.0%
Common
ValueCountFrequency (%)
: 47
44.8%
) 22
21.0%
( 22
21.0%
6
 
5.7%
2 3
 
2.9%
' 1
 
1.0%
4 1
 
1.0%
8 1
 
1.0%
9 1
 
1.0%
1 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2333
91.5%
ASCII 217
 
8.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 94
 
4.0%
사 80
 
3.4%
아 78
 
3.3%
북 75
 
3.2%
어 63
 
2.7%
스 62
 
2.7%
문 48
 
2.1%
별 44
 
1.9%
학 39
 
1.7%
책 31
 
1.3%
Other values (299) 1719
73.7%
ASCII
ValueCountFrequency (%)
: 47
21.7%
) 22
 
10.1%
( 22
 
10.1%
o 17
 
7.8%
s 7
 
3.2%
B 7
 
3.2%
k 7
 
3.2%
K 7
 
3.2%
H 7
 
3.2%
e 6
 
2.8%
Other values (31) 68
31.3%

발행년
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2022.4178
Minimum2002
Maximum2032
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.8 KiB
2023-12-11T01:21:03.983919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2002
5-th percentile2021
Q12022
median2023
Q32023
95-th percentile2023
Maximum2032
Range30
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.2929536
Coefficient of variation (CV)0.00063931086
Kurtosis124.15344
Mean2022.4178
Median Absolute Deviation (MAD)0
Skewness-7.3775478
Sum1069859
Variance1.6717291
MonotonicityNot monotonic
2023-12-11T01:21:04.091203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
2023 302
57.1%
2022 187
35.3%
2021 17
 
3.2%
2020 12
 
2.3%
2019 8
 
1.5%
2002 1
 
0.2%
2032 1
 
0.2%
2016 1
 
0.2%
ValueCountFrequency (%)
2002 1
 
0.2%
2016 1
 
0.2%
2019 8
 
1.5%
2020 12
 
2.3%
2021 17
 
3.2%
2022 187
35.3%
2023 302
57.1%
2032 1
 
0.2%
ValueCountFrequency (%)
2032 1
 
0.2%
2023 302
57.1%
2022 187
35.3%
2021 17
 
3.2%
2020 12
 
2.3%
2019 8
 
1.5%
2016 1
 
0.2%
2002 1
 
0.2%

자료실명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size4.3 KiB
[교리도서관]어린이자료실
300 
[교리도서관]종합자료실
226 
[교리도서관]보존서고
 
3

Length

Max length13
Median length13
Mean length12.561437
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row[교리도서관]어린이자료실
2nd row[교리도서관]어린이자료실
3rd row[교리도서관]어린이자료실
4th row[교리도서관]어린이자료실
5th row[교리도서관]어린이자료실

Common Values

ValueCountFrequency (%)
[교리도서관]어린이자료실 300
56.7%
[교리도서관]종합자료실 226
42.7%
[교리도서관]보존서고 3
 
0.6%

Length

2023-12-11T01:21:04.236632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:21:04.379006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교리도서관]어린이자료실 300
56.7%
교리도서관]종합자료실 226
42.7%
교리도서관]보존서고 3
 
0.6%

Interactions

2023-12-11T01:21:00.591229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:21:00.371150image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:21:00.698083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:21:00.481678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:21:04.757871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.1320.725
발행년0.1321.0000.000
자료실명0.7250.0001.000
2023-12-11T01:21:04.838556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.5680.585
발행년0.5681.0000.000
자료실명0.5850.0001.000

Missing values

2023-12-11T01:21:00.826934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:21:00.927138image/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
01농부 달력 : 김선진 그림책글·그림: 김선진웅진주니어:웅진씽크빅2022[교리도서관]어린이자료실
12나의 첫 심부름홍우리 글·그림키다리2023[교리도서관]어린이자료실
23똥 밟은 날박종진 글 ; 김고은 그림해와나무2022[교리도서관]어린이자료실
34잊었던 용기 : 휘리 그림책글·그림: 휘리창비2022[교리도서관]어린이자료실
45토마토 기준김준현 시 ; 송선옥 그림문학동네2022[교리도서관]어린이자료실
56대박 쉽게 숙제하는 법천효정 글 ; 김무연 그림비룡소2022[교리도서관]보존서고
67단톡방을 나갔습니다신은영 글 ; 히쩌미 그림소원나무2021[교리도서관]어린이자료실
78(바람의 지배자) 검독수리 보로홍종의 글 ; 최은영 그림국민서관2022[교리도서관]어린이자료실
89비행기에서 쓴 비밀 쪽지임정진 글 ; 하루치 그림그린애플:비전비엔피2022[교리도서관]어린이자료실
910소원 코딱지를 드릴게요=I'll give you wish-granting booger이승민 글 ; 박현주 그림바우솔:풀과바람2022[교리도서관]어린이자료실
순번서명저작자발행자발행년자료실명
519520틈만 나면이순옥 지음길벗어린이2023[교리도서관]어린이자료실
520521팔랑 나비 휘휘 폭풍 : 그림으로 읽는 나비효과로저 본 카 글 ; 앤 제임스 그림 ; 윤구병,윤나래 [공] 옮김다섯수레2023[교리도서관]어린이자료실
521522포퍼 : 백조는 모두 하얗다고알리스 브리에르아케 글 ; 야닉 코트 그림 ; 박재연 옮김노란상상2023[교리도서관]어린이자료실
522523푸른 이야기김혜진 지음모든요일그림책2023[교리도서관]어린이자료실
523524프랑켄 수선집윤담요 지음보림2023[교리도서관]어린이자료실
524525하루살이가 만난 내일나현정 지음글로연2023[교리도서관]어린이자료실
525526할머니 나무석양정 글 ; 조영지 그림풀빛2023[교리도서관]어린이자료실
526527할머니의 뜰에서조던 스콧 글 ; 시드니 스미스 그림 ; 김지은 옮김책읽는곰2023[교리도서관]어린이자료실
527528햇살이셀리아 크람피엔 지음 ; 김세실 옮김나무말미2023[교리도서관]어린이자료실
528529호텔맨 울프레드닉 블랜드 지음 ; 김여진 옮김길벗어린이2023[교리도서관]어린이자료실