Overview

Dataset statistics

Number of variables6
Number of observations391
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory19.2 KiB
Average record size in memory50.3 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_내리새라도서관신착자료현황_20211031
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15068781

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 started2024-04-16 17:13:27.900951
Analysis finished2024-04-16 17:13:29.027563
Duration1.13 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct391
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean196
Minimum1
Maximum391
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.6 KiB
2024-04-17T02:13:29.094641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile20.5
Q198.5
median196
Q3293.5
95-th percentile371.5
Maximum391
Range390
Interquartile range (IQR)195

Descriptive statistics

Standard deviation113.01622
Coefficient of variation (CV)0.57661338
Kurtosis-1.2
Mean196
Median Absolute Deviation (MAD)98
Skewness0
Sum76636
Variance12772.667
MonotonicityStrictly increasing
2024-04-17T02:13:29.224707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.3%
270 1
 
0.3%
268 1
 
0.3%
267 1
 
0.3%
266 1
 
0.3%
265 1
 
0.3%
264 1
 
0.3%
263 1
 
0.3%
262 1
 
0.3%
261 1
 
0.3%
Other values (381) 381
97.4%
ValueCountFrequency (%)
1 1
0.3%
2 1
0.3%
3 1
0.3%
4 1
0.3%
5 1
0.3%
6 1
0.3%
7 1
0.3%
8 1
0.3%
9 1
0.3%
10 1
0.3%
ValueCountFrequency (%)
391 1
0.3%
390 1
0.3%
389 1
0.3%
388 1
0.3%
387 1
0.3%
386 1
0.3%
385 1
0.3%
384 1
0.3%
383 1
0.3%
382 1
0.3%

서명
Text

UNIQUE 

Distinct391
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
2024-04-17T02:13:29.531397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length69
Median length45
Mean length21.506394
Min length1

Characters and Unicode

Total characters8409
Distinct characters713
Distinct categories10 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique391 ?
Unique (%)100.0%

Sample

1st row남극해 : 이윤길 해양장편소설
2nd row배리어 열도의 기원 : 김가경 소설집
3rd row숨 : 한유주 연작소설집
4th row영원한 유산 : 심윤경 장편소설
5th row옥봉 : 장정희 장편소설
ValueCountFrequency (%)
207
 
9.0%
시집 21
 
0.9%
장편소설 18
 
0.8%
그림책 15
 
0.7%
이야기 14
 
0.6%
나는 13
 
0.6%
위한 8
 
0.3%
8
 
0.3%
모든 8
 
0.3%
6
 
0.3%
Other values (1615) 1987
86.2%
2024-04-17T02:13:30.027701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1914
 
22.8%
: 209
 
2.5%
171
 
2.0%
162
 
1.9%
117
 
1.4%
93
 
1.1%
90
 
1.1%
86
 
1.0%
85
 
1.0%
79
 
0.9%
Other values (703) 5403
64.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5559
66.1%
Space Separator 1914
 
22.8%
Lowercase Letter 356
 
4.2%
Other Punctuation 336
 
4.0%
Decimal Number 113
 
1.3%
Uppercase Letter 45
 
0.5%
Close Punctuation 29
 
0.3%
Open Punctuation 29
 
0.3%
Math Symbol 26
 
0.3%
Dash Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
171
 
3.1%
162
 
2.9%
117
 
2.1%
93
 
1.7%
90
 
1.6%
86
 
1.5%
85
 
1.5%
79
 
1.4%
76
 
1.4%
74
 
1.3%
Other values (636) 4526
81.4%
Lowercase Letter
ValueCountFrequency (%)
e 53
14.9%
o 28
 
7.9%
a 27
 
7.6%
i 27
 
7.6%
t 25
 
7.0%
n 25
 
7.0%
r 23
 
6.5%
l 22
 
6.2%
s 19
 
5.3%
u 13
 
3.7%
Other values (12) 94
26.4%
Uppercase Letter
ValueCountFrequency (%)
T 7
15.6%
L 5
11.1%
I 4
 
8.9%
G 3
 
6.7%
B 3
 
6.7%
C 3
 
6.7%
A 3
 
6.7%
F 3
 
6.7%
E 2
 
4.4%
S 2
 
4.4%
Other values (7) 10
22.2%
Other Punctuation
ValueCountFrequency (%)
: 209
62.2%
, 51
 
15.2%
. 30
 
8.9%
! 27
 
8.0%
' 8
 
2.4%
· 6
 
1.8%
& 1
 
0.3%
1
 
0.3%
/ 1
 
0.3%
% 1
 
0.3%
Decimal Number
ValueCountFrequency (%)
1 28
24.8%
0 20
17.7%
2 18
15.9%
4 14
12.4%
5 11
 
9.7%
3 9
 
8.0%
7 8
 
7.1%
8 3
 
2.7%
6 1
 
0.9%
9 1
 
0.9%
Math Symbol
ValueCountFrequency (%)
= 22
84.6%
~ 3
 
11.5%
+ 1
 
3.8%
Space Separator
ValueCountFrequency (%)
1914
100.0%
Close Punctuation
ValueCountFrequency (%)
) 29
100.0%
Open Punctuation
ValueCountFrequency (%)
( 29
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5556
66.1%
Common 2449
29.1%
Latin 401
 
4.8%
Han 3
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
171
 
3.1%
162
 
2.9%
117
 
2.1%
93
 
1.7%
90
 
1.6%
86
 
1.5%
85
 
1.5%
79
 
1.4%
76
 
1.4%
74
 
1.3%
Other values (633) 4523
81.4%
Latin
ValueCountFrequency (%)
e 53
 
13.2%
o 28
 
7.0%
a 27
 
6.7%
i 27
 
6.7%
t 25
 
6.2%
n 25
 
6.2%
r 23
 
5.7%
l 22
 
5.5%
s 19
 
4.7%
u 13
 
3.2%
Other values (29) 139
34.7%
Common
ValueCountFrequency (%)
1914
78.2%
: 209
 
8.5%
, 51
 
2.1%
. 30
 
1.2%
) 29
 
1.2%
( 29
 
1.2%
1 28
 
1.1%
! 27
 
1.1%
= 22
 
0.9%
0 20
 
0.8%
Other values (18) 90
 
3.7%
Han
ValueCountFrequency (%)
1
33.3%
1
33.3%
1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5552
66.0%
ASCII 2842
33.8%
None 7
 
0.1%
Compat Jamo 4
 
< 0.1%
CJK 3
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1914
67.3%
: 209
 
7.4%
e 53
 
1.9%
, 51
 
1.8%
. 30
 
1.1%
) 29
 
1.0%
( 29
 
1.0%
1 28
 
1.0%
o 28
 
1.0%
! 27
 
1.0%
Other values (54) 444
 
15.6%
Hangul
ValueCountFrequency (%)
171
 
3.1%
162
 
2.9%
117
 
2.1%
93
 
1.7%
90
 
1.6%
86
 
1.5%
85
 
1.5%
79
 
1.4%
76
 
1.4%
74
 
1.3%
Other values (629) 4519
81.4%
None
ValueCountFrequency (%)
· 6
85.7%
1
 
14.3%
Punctuation
ValueCountFrequency (%)
1
100.0%
CJK
ValueCountFrequency (%)
1
33.3%
1
33.3%
1
33.3%
Compat Jamo
ValueCountFrequency (%)
1
25.0%
1
25.0%
1
25.0%
1
25.0%
Distinct368
Distinct (%)94.1%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
2024-04-17T02:13:30.338988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length46
Median length39
Mean length14.079284
Min length5

Characters and Unicode

Total characters5505
Distinct characters391
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique358 ?
Unique (%)91.6%

Sample

1st row이윤길 지음
2nd row김가경 지음
3rd row한유주 지음
4th row심윤경 지음
5th row장정희 지음
ValueCountFrequency (%)
259
 
15.0%
지음 208
 
12.0%
그림 124
 
7.2%
옮김 122
 
7.0%
101
 
5.8%
글·그림 53
 
3.1%
공]지음 8
 
0.5%
원작 8
 
0.5%
히로시마 7
 
0.4%
레이코 7
 
0.4%
Other values (727) 834
48.2%
2024-04-17T02:13:30.785607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1340
24.3%
260
 
4.7%
; 259
 
4.7%
224
 
4.1%
204
 
3.7%
186
 
3.4%
186
 
3.4%
161
 
2.9%
132
 
2.4%
123
 
2.2%
Other values (381) 2430
44.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3755
68.2%
Space Separator 1340
 
24.3%
Other Punctuation 351
 
6.4%
Close Punctuation 23
 
0.4%
Open Punctuation 23
 
0.4%
Uppercase Letter 10
 
0.2%
Dash Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
260
 
6.9%
224
 
6.0%
204
 
5.4%
186
 
5.0%
186
 
5.0%
161
 
4.3%
132
 
3.5%
123
 
3.3%
63
 
1.7%
60
 
1.6%
Other values (365) 2156
57.4%
Uppercase Letter
ValueCountFrequency (%)
K 3
30.0%
H 1
 
10.0%
P 1
 
10.0%
C 1
 
10.0%
S 1
 
10.0%
J 1
 
10.0%
M 1
 
10.0%
I 1
 
10.0%
Other Punctuation
ValueCountFrequency (%)
; 259
73.8%
· 56
 
16.0%
. 22
 
6.3%
, 14
 
4.0%
Space Separator
ValueCountFrequency (%)
1340
100.0%
Close Punctuation
ValueCountFrequency (%)
] 23
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 23
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3755
68.2%
Common 1740
31.6%
Latin 10
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
260
 
6.9%
224
 
6.0%
204
 
5.4%
186
 
5.0%
186
 
5.0%
161
 
4.3%
132
 
3.5%
123
 
3.3%
63
 
1.7%
60
 
1.6%
Other values (365) 2156
57.4%
Common
ValueCountFrequency (%)
1340
77.0%
; 259
 
14.9%
· 56
 
3.2%
] 23
 
1.3%
[ 23
 
1.3%
. 22
 
1.3%
, 14
 
0.8%
- 3
 
0.2%
Latin
ValueCountFrequency (%)
K 3
30.0%
H 1
 
10.0%
P 1
 
10.0%
C 1
 
10.0%
S 1
 
10.0%
J 1
 
10.0%
M 1
 
10.0%
I 1
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3755
68.2%
ASCII 1694
30.8%
None 56
 
1.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1340
79.1%
; 259
 
15.3%
] 23
 
1.4%
[ 23
 
1.4%
. 22
 
1.3%
, 14
 
0.8%
K 3
 
0.2%
- 3
 
0.2%
H 1
 
0.1%
P 1
 
0.1%
Other values (5) 5
 
0.3%
Hangul
ValueCountFrequency (%)
260
 
6.9%
224
 
6.0%
204
 
5.4%
186
 
5.0%
186
 
5.0%
161
 
4.3%
132
 
3.5%
123
 
3.3%
63
 
1.7%
60
 
1.6%
Other values (365) 2156
57.4%
None
ValueCountFrequency (%)
· 56
100.0%
Distinct246
Distinct (%)62.9%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
2024-04-17T02:13:31.031981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length14
Mean length5.42711
Min length1

Characters and Unicode

Total characters2122
Distinct characters308
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique175 ?
Unique (%)44.8%

Sample

1st row전망
2nd row
3rd row문학실험실
4th row문학동네
5th row
ValueCountFrequency (%)
문학동네 17
 
4.2%
창비 10
 
2.5%
웅진주니어:웅진씽크빅 9
 
2.2%
북극곰 7
 
1.7%
비룡소 6
 
1.5%
북뱅크 6
 
1.5%
로이북스:로이비쥬얼 5
 
1.2%
넥서스friends:넥서스 5
 
1.2%
위즈덤하우스 5
 
1.2%
서울문화사 5
 
1.2%
Other values (245) 333
81.6%
2024-04-17T02:13:31.419831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
: 100
 
4.7%
82
 
3.9%
73
 
3.4%
71
 
3.3%
55
 
2.6%
49
 
2.3%
42
 
2.0%
36
 
1.7%
32
 
1.5%
31
 
1.5%
Other values (298) 1551
73.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1922
90.6%
Other Punctuation 104
 
4.9%
Lowercase Letter 59
 
2.8%
Uppercase Letter 20
 
0.9%
Space Separator 17
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
82
 
4.3%
73
 
3.8%
71
 
3.7%
55
 
2.9%
49
 
2.5%
42
 
2.2%
36
 
1.9%
32
 
1.7%
31
 
1.6%
26
 
1.4%
Other values (275) 1425
74.1%
Lowercase Letter
ValueCountFrequency (%)
s 9
15.3%
i 7
11.9%
e 7
11.9%
o 7
11.9%
f 6
10.2%
r 5
8.5%
n 5
8.5%
d 5
8.5%
b 4
6.8%
k 3
 
5.1%
Uppercase Letter
ValueCountFrequency (%)
B 7
35.0%
S 3
15.0%
M 3
15.0%
P 2
 
10.0%
E 2
 
10.0%
R 1
 
5.0%
K 1
 
5.0%
H 1
 
5.0%
Other Punctuation
ValueCountFrequency (%)
: 100
96.2%
& 3
 
2.9%
· 1
 
1.0%
Space Separator
ValueCountFrequency (%)
17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1922
90.6%
Common 121
 
5.7%
Latin 79
 
3.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
82
 
4.3%
73
 
3.8%
71
 
3.7%
55
 
2.9%
49
 
2.5%
42
 
2.2%
36
 
1.9%
32
 
1.7%
31
 
1.6%
26
 
1.4%
Other values (275) 1425
74.1%
Latin
ValueCountFrequency (%)
s 9
11.4%
i 7
8.9%
e 7
8.9%
o 7
8.9%
B 7
8.9%
f 6
 
7.6%
r 5
 
6.3%
n 5
 
6.3%
d 5
 
6.3%
b 4
 
5.1%
Other values (9) 17
21.5%
Common
ValueCountFrequency (%)
: 100
82.6%
17
 
14.0%
& 3
 
2.5%
· 1
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1922
90.6%
ASCII 199
 
9.4%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
: 100
50.3%
17
 
8.5%
s 9
 
4.5%
i 7
 
3.5%
e 7
 
3.5%
o 7
 
3.5%
B 7
 
3.5%
f 6
 
3.0%
r 5
 
2.5%
n 5
 
2.5%
Other values (12) 29
 
14.6%
Hangul
ValueCountFrequency (%)
82
 
4.3%
73
 
3.8%
71
 
3.7%
55
 
2.9%
49
 
2.5%
42
 
2.2%
36
 
1.9%
32
 
1.7%
31
 
1.6%
26
 
1.4%
Other values (275) 1425
74.1%
None
ValueCountFrequency (%)
· 1
100.0%

발행년
Real number (ℝ)

Distinct8
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.5422
Minimum2010
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.6 KiB
2024-04-17T02:13:31.538477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2010
5-th percentile2019
Q12020
median2021
Q32021
95-th percentile2021
Maximum2021
Range11
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.1334695
Coefficient of variation (CV)0.00056097294
Kurtosis39.252303
Mean2020.5422
Median Absolute Deviation (MAD)0
Skewness-5.46762
Sum790032
Variance1.2847531
MonotonicityNot monotonic
2024-04-17T02:13:31.649696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
2021 277
70.8%
2020 89
 
22.8%
2019 15
 
3.8%
2017 3
 
0.8%
2014 3
 
0.8%
2018 2
 
0.5%
2011 1
 
0.3%
2010 1
 
0.3%
ValueCountFrequency (%)
2010 1
 
0.3%
2011 1
 
0.3%
2014 3
 
0.8%
2017 3
 
0.8%
2018 2
 
0.5%
2019 15
 
3.8%
2020 89
 
22.8%
2021 277
70.8%
ValueCountFrequency (%)
2021 277
70.8%
2020 89
 
22.8%
2019 15
 
3.8%
2018 2
 
0.5%
2017 3
 
0.8%
2014 3
 
0.8%
2011 1
 
0.3%
2010 1
 
0.3%

자료실명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.2 KiB
[내리새라]종합자료실
188 
[내리새라]유아자료실
107 
[내리새라]어린이자료실
96 

Length

Max length12
Median length11
Mean length11.245524
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row[내리새라]종합자료실
2nd row[내리새라]종합자료실
3rd row[내리새라]종합자료실
4th row[내리새라]종합자료실
5th row[내리새라]종합자료실

Common Values

ValueCountFrequency (%)
[내리새라]종합자료실 188
48.1%
[내리새라]유아자료실 107
27.4%
[내리새라]어린이자료실 96
24.6%

Length

2024-04-17T02:13:31.754495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T02:13:31.849654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
내리새라]종합자료실 188
48.1%
내리새라]유아자료실 107
27.4%
내리새라]어린이자료실 96
24.6%

Interactions

2024-04-17T02:13:28.704715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T02:13:28.531356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T02:13:28.793472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T02:13:28.621015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-17T02:13:31.923783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.1670.746
발행년0.1671.0000.189
자료실명0.7460.1891.000
2024-04-17T02:13:32.004739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.4570.611
발행년0.4571.0000.098
자료실명0.6110.0981.000

Missing values

2024-04-17T02:13:28.897679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T02:13:28.991085image/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
01남극해 : 이윤길 해양장편소설이윤길 지음전망2020[내리새라]종합자료실
12배리어 열도의 기원 : 김가경 소설집김가경 지음2020[내리새라]종합자료실
23숨 : 한유주 연작소설집한유주 지음문학실험실2020[내리새라]종합자료실
34영원한 유산 : 심윤경 장편소설심윤경 지음문학동네2021[내리새라]종합자료실
45옥봉 : 장정희 장편소설장정희 지음2020[내리새라]종합자료실
56클락헨=Clock-Hen임야비 지음델피노2020[내리새라]종합자료실
67고향집 눌할망 : 강서 수필집강서 지음수필과비평사2020[내리새라]종합자료실
78나 홀로 간다정승윤 지음소소담담2021[내리새라]종합자료실
89너에게 이 문장을 빌려주고 싶어 : 평범한 장은연의 문장에세이장은연 지음전망2020[내리새라]종합자료실
910대장장이 성자 : 어느 변방 시인의 기억 창고 : 권서각 산문집권서각 지음푸른사상2020[내리새라]종합자료실
순번서명저작자발행자발행년자료실명
381382큰 토끼 작은 토끼이올림 지음한울림어린이2019[내리새라]유아자료실
382383이서현 지음마카롱:교보문고2021[내리새라]종합자료실
383384하나도 안 괜찮아 : 노인경 그림책노인경 글·그림문학동네2021[내리새라]유아자료실
384385하늘에는 얼마나 많은 별이 있을까요 : 에드윈 허블의 발견이사벨 마리노프 글 ; 데버라 마르세로 그림 ; 이강환 옮김키다리2021[내리새라]어린이자료실
385386하늘에서 돌이 쿵!존 클라센 그림·글 ; 서남희 옮김시공주니어:시공사2021[내리새라]유아자료실
386387학교 가는데 말이야서지원 시 ; 이갑규 그림스푼북2021[내리새라]어린이자료실
387388흔한 새 : 살 곳을 잃어 가는 모든 생명들에게최협 글·그림길벗어린이2021[내리새라]유아자료실
388389(흔한남매)불꽃 튀는 우리말. 3흔한남매 원작 ; 한은호 글 ; 유희석 그림다산어린이:다산북스2021[내리새라]어린이자료실
389390(흔한남매)흔한 MBTI : 믿거나 말거나 나에게 어울리는 직업 : 좌충우돌 직업 탐구 생활흔한남매 원작 ; 김승자,정미화 [공]글 ; 투윙스 ; 유영근 [공]그림대원키즈:대원씨아이2021[내리새라]어린이자료실
390391(흔한남매의)흔한 호기심. 4흔한남매 원작 ; 안치현 글 ; 유난희 그림아이세움:미래엔2021[내리새라]어린이자료실