Overview

Dataset statistics

Number of variables6
Number of observations1375
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory67.3 KiB
Average record size in memory50.1 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_정관도서관신착자료현황_20230930
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15060473

Alerts

순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:04:41.830515
Analysis finished2023-12-10 17:04:44.722813
Duration2.89 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct1375
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean688
Minimum1
Maximum1375
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.2 KiB
2023-12-11T02:04:44.864348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile69.7
Q1344.5
median688
Q31031.5
95-th percentile1306.3
Maximum1375
Range1374
Interquartile range (IQR)687

Descriptive statistics

Standard deviation397.07262
Coefficient of variation (CV)0.57714044
Kurtosis-1.2
Mean688
Median Absolute Deviation (MAD)344
Skewness0
Sum946000
Variance157666.67
MonotonicityStrictly increasing
2023-12-11T02:04:45.188622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
915 1
 
0.1%
923 1
 
0.1%
922 1
 
0.1%
921 1
 
0.1%
920 1
 
0.1%
919 1
 
0.1%
918 1
 
0.1%
917 1
 
0.1%
916 1
 
0.1%
Other values (1365) 1365
99.3%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1375 1
0.1%
1374 1
0.1%
1373 1
0.1%
1372 1
0.1%
1371 1
0.1%
1370 1
0.1%
1369 1
0.1%
1368 1
0.1%
1367 1
0.1%
1366 1
0.1%

서명
Text

Distinct1340
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
2023-12-11T02:04:45.873079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length110
Median length56
Mean length25.291636
Min length1

Characters and Unicode

Total characters34776
Distinct characters1035
Distinct categories13 ?
Distinct scripts4 ?
Distinct blocks8 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1307 ?
Unique (%)95.1%

Sample

1st row80년 세월이 가져다준 선물들 피아니스트 나광자 회고록
2nd row굿 애프터 북+Good afterbook
3rd row가까운 미래 평양 사남북물류포럼 칼럼집
4th row간추린 위인들의 전기
5th row강의실 너머 38년 6개월 교수 생활을 회고하다 하창식 제6수필집
ValueCountFrequency (%)
큰글자도서 164
 
1.9%
이야기 70
 
0.8%
위한 42
 
0.5%
장편소설 39
 
0.4%
1 33
 
0.4%
30
 
0.3%
우리 29
 
0.3%
나는 28
 
0.3%
나의 27
 
0.3%
모든 26
 
0.3%
Other values (5278) 8280
94.4%
2023-12-11T02:04:46.676563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
8163
 
23.5%
672
 
1.9%
669
 
1.9%
566
 
1.6%
+ 393
 
1.1%
379
 
1.1%
372
 
1.1%
352
 
1.0%
331
 
1.0%
322
 
0.9%
Other values (1025) 22557
64.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 24053
69.2%
Space Separator 8163
 
23.5%
Lowercase Letter 1232
 
3.5%
Decimal Number 483
 
1.4%
Math Symbol 403
 
1.2%
Uppercase Letter 224
 
0.6%
Other Punctuation 183
 
0.5%
Dash Punctuation 27
 
0.1%
Open Punctuation 2
 
< 0.1%
Close Punctuation 2
 
< 0.1%
Other values (3) 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
672
 
2.8%
669
 
2.8%
566
 
2.4%
379
 
1.6%
372
 
1.5%
352
 
1.5%
331
 
1.4%
322
 
1.3%
318
 
1.3%
310
 
1.3%
Other values (938) 19762
82.2%
Uppercase Letter
ValueCountFrequency (%)
T 24
 
10.7%
S 20
 
8.9%
C 16
 
7.1%
A 16
 
7.1%
I 13
 
5.8%
G 13
 
5.8%
M 10
 
4.5%
L 10
 
4.5%
N 10
 
4.5%
F 10
 
4.5%
Other values (16) 82
36.6%
Lowercase Letter
ValueCountFrequency (%)
e 151
12.3%
a 115
 
9.3%
o 109
 
8.8%
i 95
 
7.7%
t 94
 
7.6%
n 85
 
6.9%
r 81
 
6.6%
s 70
 
5.7%
l 64
 
5.2%
h 46
 
3.7%
Other values (15) 322
26.1%
Other Punctuation
ValueCountFrequency (%)
! 103
56.3%
' 28
 
15.3%
· 28
 
15.3%
% 7
 
3.8%
" 6
 
3.3%
2
 
1.1%
2
 
1.1%
& 2
 
1.1%
# 2
 
1.1%
/ 1
 
0.5%
Other values (2) 2
 
1.1%
Decimal Number
ValueCountFrequency (%)
1 134
27.7%
0 93
19.3%
2 76
15.7%
3 54
11.2%
4 28
 
5.8%
5 24
 
5.0%
6 23
 
4.8%
7 19
 
3.9%
8 19
 
3.9%
9 13
 
2.7%
Math Symbol
ValueCountFrequency (%)
+ 393
97.5%
~ 4
 
1.0%
< 2
 
0.5%
> 2
 
0.5%
| 1
 
0.2%
× 1
 
0.2%
Letter Number
ValueCountFrequency (%)
1
50.0%
1
50.0%
Space Separator
ValueCountFrequency (%)
8163
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 27
100.0%
Open Punctuation
ValueCountFrequency (%)
2
100.0%
Close Punctuation
ValueCountFrequency (%)
2
100.0%
Final Punctuation
ValueCountFrequency (%)
1
100.0%
Initial Punctuation
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 24038
69.1%
Common 9265
 
26.6%
Latin 1458
 
4.2%
Han 15
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
672
 
2.8%
669
 
2.8%
566
 
2.4%
379
 
1.6%
372
 
1.5%
352
 
1.5%
331
 
1.4%
322
 
1.3%
318
 
1.3%
310
 
1.3%
Other values (924) 19747
82.1%
Latin
ValueCountFrequency (%)
e 151
 
10.4%
a 115
 
7.9%
o 109
 
7.5%
i 95
 
6.5%
t 94
 
6.4%
n 85
 
5.8%
r 81
 
5.6%
s 70
 
4.8%
l 64
 
4.4%
h 46
 
3.2%
Other values (43) 548
37.6%
Common
ValueCountFrequency (%)
8163
88.1%
+ 393
 
4.2%
1 134
 
1.4%
! 103
 
1.1%
0 93
 
1.0%
2 76
 
0.8%
3 54
 
0.6%
4 28
 
0.3%
' 28
 
0.3%
· 28
 
0.3%
Other values (24) 165
 
1.8%
Han
ValueCountFrequency (%)
2
13.3%
1
 
6.7%
1
 
6.7%
1
 
6.7%
1
 
6.7%
1
 
6.7%
1
 
6.7%
1
 
6.7%
1
 
6.7%
1
 
6.7%
Other values (4) 4
26.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 24031
69.1%
ASCII 10680
30.7%
None 38
 
0.1%
CJK 14
 
< 0.1%
Compat Jamo 7
 
< 0.1%
Punctuation 3
 
< 0.1%
Number Forms 2
 
< 0.1%
CJK Compat Ideographs 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
8163
76.4%
+ 393
 
3.7%
e 151
 
1.4%
1 134
 
1.3%
a 115
 
1.1%
o 109
 
1.0%
! 103
 
1.0%
i 95
 
0.9%
t 94
 
0.9%
0 93
 
0.9%
Other values (65) 1230
 
11.5%
Hangul
ValueCountFrequency (%)
672
 
2.8%
669
 
2.8%
566
 
2.4%
379
 
1.6%
372
 
1.5%
352
 
1.5%
331
 
1.4%
322
 
1.3%
318
 
1.3%
310
 
1.3%
Other values (920) 19740
82.1%
None
ValueCountFrequency (%)
· 28
73.7%
2
 
5.3%
2
 
5.3%
2
 
5.3%
2
 
5.3%
× 1
 
2.6%
1
 
2.6%
Compat Jamo
ValueCountFrequency (%)
2
28.6%
2
28.6%
2
28.6%
1
14.3%
CJK
ValueCountFrequency (%)
2
14.3%
1
 
7.1%
1
 
7.1%
1
 
7.1%
1
 
7.1%
1
 
7.1%
1
 
7.1%
1
 
7.1%
1
 
7.1%
1
 
7.1%
Other values (3) 3
21.4%
Punctuation
ValueCountFrequency (%)
1
33.3%
1
33.3%
1
33.3%
CJK Compat Ideographs
ValueCountFrequency (%)
1
100.0%
Number Forms
ValueCountFrequency (%)
1
50.0%
1
50.0%
Distinct1212
Distinct (%)88.1%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
2023-12-11T02:04:47.163951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length68
Median length44
Mean length12.732364
Min length4

Characters and Unicode

Total characters17507
Distinct characters605
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1122 ?
Unique (%)81.6%

Sample

1st row나광자 지음
2nd row희석 지음
3rd row권은민 외 공저
4th row김명혁 지음
5th row하창식 지음
ValueCountFrequency (%)
지음 908
 
18.2%
옮김 373
 
7.5%
그림 320
 
6.4%
273
 
5.5%
글·그림 66
 
1.3%
공지음 41
 
0.8%
40
 
0.8%
34
 
0.7%
원작 30
 
0.6%
편집부 25
 
0.5%
Other values (2220) 2881
57.7%
2023-12-11T02:04:48.275559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4417
25.2%
1091
 
6.2%
968
 
5.5%
683
 
3.9%
407
 
2.3%
406
 
2.3%
403
 
2.3%
375
 
2.1%
363
 
2.1%
191
 
1.1%
Other values (595) 8203
46.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12710
72.6%
Space Separator 4417
 
25.2%
Math Symbol 129
 
0.7%
Lowercase Letter 116
 
0.7%
Other Punctuation 75
 
0.4%
Uppercase Letter 51
 
0.3%
Decimal Number 7
 
< 0.1%
Dash Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1091
 
8.6%
968
 
7.6%
683
 
5.4%
407
 
3.2%
406
 
3.2%
403
 
3.2%
375
 
3.0%
363
 
2.9%
191
 
1.5%
151
 
1.2%
Other values (543) 7672
60.4%
Lowercase Letter
ValueCountFrequency (%)
i 15
12.9%
a 14
12.1%
n 12
10.3%
u 9
 
7.8%
o 8
 
6.9%
r 8
 
6.9%
l 7
 
6.0%
t 7
 
6.0%
e 7
 
6.0%
s 4
 
3.4%
Other values (11) 25
21.6%
Uppercase Letter
ValueCountFrequency (%)
T 9
17.6%
V 7
13.7%
J 6
11.8%
L 4
 
7.8%
S 3
 
5.9%
I 3
 
5.9%
M 2
 
3.9%
P 2
 
3.9%
W 2
 
3.9%
D 2
 
3.9%
Other values (9) 11
21.6%
Decimal Number
ValueCountFrequency (%)
2 3
42.9%
0 1
 
14.3%
5 1
 
14.3%
1 1
 
14.3%
9 1
 
14.3%
Other Punctuation
ValueCountFrequency (%)
· 72
96.0%
& 1
 
1.3%
' 1
 
1.3%
1
 
1.3%
Space Separator
ValueCountFrequency (%)
4417
100.0%
Math Symbol
ValueCountFrequency (%)
+ 129
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12710
72.6%
Common 4630
 
26.4%
Latin 167
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1091
 
8.6%
968
 
7.6%
683
 
5.4%
407
 
3.2%
406
 
3.2%
403
 
3.2%
375
 
3.0%
363
 
2.9%
191
 
1.5%
151
 
1.2%
Other values (543) 7672
60.4%
Latin
ValueCountFrequency (%)
i 15
 
9.0%
a 14
 
8.4%
n 12
 
7.2%
T 9
 
5.4%
u 9
 
5.4%
o 8
 
4.8%
r 8
 
4.8%
l 7
 
4.2%
V 7
 
4.2%
t 7
 
4.2%
Other values (30) 71
42.5%
Common
ValueCountFrequency (%)
4417
95.4%
+ 129
 
2.8%
· 72
 
1.6%
2 3
 
0.1%
- 2
 
< 0.1%
0 1
 
< 0.1%
& 1
 
< 0.1%
' 1
 
< 0.1%
5 1
 
< 0.1%
1 1
 
< 0.1%
Other values (2) 2
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12709
72.6%
ASCII 4724
 
27.0%
None 73
 
0.4%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4417
93.5%
+ 129
 
2.7%
i 15
 
0.3%
a 14
 
0.3%
n 12
 
0.3%
T 9
 
0.2%
u 9
 
0.2%
o 8
 
0.2%
r 8
 
0.2%
l 7
 
0.1%
Other values (40) 96
 
2.0%
Hangul
ValueCountFrequency (%)
1091
 
8.6%
968
 
7.6%
683
 
5.4%
407
 
3.2%
406
 
3.2%
403
 
3.2%
375
 
3.0%
363
 
2.9%
191
 
1.5%
151
 
1.2%
Other values (542) 7671
60.4%
None
ValueCountFrequency (%)
· 72
98.6%
1
 
1.4%
Compat Jamo
ValueCountFrequency (%)
1
100.0%
Distinct679
Distinct (%)49.4%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
2023-12-11T02:04:48.814261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length10
Mean length4.0334545
Min length1

Characters and Unicode

Total characters5546
Distinct characters475
Distinct categories7 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique457 ?
Unique (%)33.2%

Sample

1st rowMediazoom
2nd row발코니
3rd row은누리
4th row세종
5th row부산대학교출판문화원
ValueCountFrequency (%)
세종 26
 
1.9%
김영사 24
 
1.7%
키즈아이콘 22
 
1.6%
두두 22
 
1.6%
위즈덤하우스 20
 
1.4%
창비 18
 
1.3%
문학동네 18
 
1.3%
소담 17
 
1.2%
주니어김영사 14
 
1.0%
아이세움 12
 
0.9%
Other values (679) 1197
86.1%
2023-12-11T02:04:49.857507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
212
 
3.8%
195
 
3.5%
176
 
3.2%
165
 
3.0%
128
 
2.3%
103
 
1.9%
101
 
1.8%
77
 
1.4%
76
 
1.4%
74
 
1.3%
Other values (465) 4239
76.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5284
95.3%
Lowercase Letter 160
 
2.9%
Uppercase Letter 69
 
1.2%
Decimal Number 16
 
0.3%
Space Separator 15
 
0.3%
Other Punctuation 1
 
< 0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
212
 
4.0%
195
 
3.7%
176
 
3.3%
165
 
3.1%
128
 
2.4%
103
 
1.9%
101
 
1.9%
77
 
1.5%
76
 
1.4%
74
 
1.4%
Other values (419) 3977
75.3%
Lowercase Letter
ValueCountFrequency (%)
o 35
21.9%
e 16
10.0%
i 15
9.4%
s 13
 
8.1%
a 13
 
8.1%
k 11
 
6.9%
n 11
 
6.9%
l 7
 
4.4%
r 5
 
3.1%
d 4
 
2.5%
Other values (10) 30
18.8%
Uppercase Letter
ValueCountFrequency (%)
B 17
24.6%
T 6
 
8.7%
S 5
 
7.2%
E 5
 
7.2%
P 5
 
7.2%
M 4
 
5.8%
L 4
 
5.8%
G 3
 
4.3%
K 3
 
4.3%
I 3
 
4.3%
Other values (8) 14
20.3%
Decimal Number
ValueCountFrequency (%)
2 7
43.8%
1 6
37.5%
0 1
 
6.2%
8 1
 
6.2%
4 1
 
6.2%
Space Separator
ValueCountFrequency (%)
15
100.0%
Other Punctuation
ValueCountFrequency (%)
\ 1
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5279
95.2%
Latin 229
 
4.1%
Common 33
 
0.6%
Han 5
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
212
 
4.0%
195
 
3.7%
176
 
3.3%
165
 
3.1%
128
 
2.4%
103
 
2.0%
101
 
1.9%
77
 
1.5%
76
 
1.4%
74
 
1.4%
Other values (414) 3972
75.2%
Latin
ValueCountFrequency (%)
o 35
15.3%
B 17
 
7.4%
e 16
 
7.0%
i 15
 
6.6%
s 13
 
5.7%
a 13
 
5.7%
k 11
 
4.8%
n 11
 
4.8%
l 7
 
3.1%
T 6
 
2.6%
Other values (28) 85
37.1%
Common
ValueCountFrequency (%)
15
45.5%
2 7
21.2%
1 6
 
18.2%
0 1
 
3.0%
8 1
 
3.0%
4 1
 
3.0%
\ 1
 
3.0%
+ 1
 
3.0%
Han
ValueCountFrequency (%)
1
20.0%
1
20.0%
1
20.0%
1
20.0%
1
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5279
95.2%
ASCII 262
 
4.7%
CJK 5
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
212
 
4.0%
195
 
3.7%
176
 
3.3%
165
 
3.1%
128
 
2.4%
103
 
2.0%
101
 
1.9%
77
 
1.5%
76
 
1.4%
74
 
1.4%
Other values (414) 3972
75.2%
ASCII
ValueCountFrequency (%)
o 35
 
13.4%
B 17
 
6.5%
e 16
 
6.1%
15
 
5.7%
i 15
 
5.7%
s 13
 
5.0%
a 13
 
5.0%
k 11
 
4.2%
n 11
 
4.2%
l 7
 
2.7%
Other values (36) 109
41.6%
CJK
ValueCountFrequency (%)
1
20.0%
1
20.0%
1
20.0%
1
20.0%
1
20.0%

발행년
Real number (ℝ)

Distinct17
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2022.2669
Minimum1994
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.2 KiB
2023-12-11T02:04:50.143727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1994
5-th percentile2020
Q12022
median2023
Q32023
95-th percentile2023
Maximum2023
Range29
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.1519844
Coefficient of variation (CV)0.0010641446
Kurtosis42.712113
Mean2022.2669
Median Absolute Deviation (MAD)0
Skewness-5.5450009
Sum2780617
Variance4.6310367
MonotonicityNot monotonic
2023-12-11T02:04:50.383028image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
2023 1030
74.9%
2022 166
 
12.1%
2021 60
 
4.4%
2020 52
 
3.8%
2019 18
 
1.3%
2010 10
 
0.7%
2018 8
 
0.6%
2013 5
 
0.4%
2014 5
 
0.4%
2015 5
 
0.4%
Other values (7) 16
 
1.2%
ValueCountFrequency (%)
1994 1
 
0.1%
2000 1
 
0.1%
2008 1
 
0.1%
2010 10
0.7%
2011 3
 
0.2%
2012 5
0.4%
2013 5
0.4%
2014 5
0.4%
2015 5
0.4%
2016 1
 
0.1%
ValueCountFrequency (%)
2023 1030
74.9%
2022 166
 
12.1%
2021 60
 
4.4%
2020 52
 
3.8%
2019 18
 
1.3%
2018 8
 
0.6%
2017 4
 
0.3%
2016 1
 
0.1%
2015 5
 
0.4%
2014 5
 
0.4%

자료실명
Categorical

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
정관종합자료열람실
912 
정관어린이자료실
462 
정관스마트도서관월내역
 
1

Length

Max length11
Median length9
Mean length8.6654545
Min length8

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
정관종합자료열람실 912
66.3%
정관어린이자료실 462
33.6%
정관스마트도서관월내역 1
 
0.1%

Length

2023-12-11T02:04:50.712520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:04:50.904745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정관종합자료열람실 912
66.3%
정관어린이자료실 462
33.6%
정관스마트도서관월내역 1
 
0.1%

Interactions

2023-12-11T02:04:43.948445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:04:43.511405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:04:44.158499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:04:43.709455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:04:51.043220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.3070.619
발행년0.3071.0000.000
자료실명0.6190.0001.000
2023-12-11T02:04:51.242124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.2440.463
발행년0.2441.0000.000
자료실명0.4630.0001.000

Missing values

2023-12-11T02:04:44.405326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:04:44.657136image/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
0180년 세월이 가져다준 선물들 피아니스트 나광자 회고록나광자 지음Mediazoom2023정관종합자료열람실
12굿 애프터 북+Good afterbook희석 지음발코니2023정관종합자료열람실
23가까운 미래 평양 사남북물류포럼 칼럼집권은민 외 공저은누리2023정관종합자료열람실
34간추린 위인들의 전기김명혁 지음세종2023정관종합자료열람실
45강의실 너머 38년 6개월 교수 생활을 회고하다 하창식 제6수필집하창식 지음부산대학교출판문화원2023정관종합자료열람실
56경제에 관해 생각하는 방법 입문페어 L 바일런드 지음 황수연 옮김리버티2023정관종합자료열람실
67경제적 불평등 개론에이먼 버틀러 지음 황수연 옮김리버티2022정관종합자료열람실
78고문박물관남선희 지음때꼴2023정관종합자료열람실
89고향 노래 합천 아리아이재형 지음육일문화사2023정관종합자료열람실
910그 남자의 휴식 손병규 시집손병규 지음때꼴2023정관종합자료열람실
순번서명저작자발행자발행년자료실명
13651366하늘을 날면서 잠을 잔다고 동물 수면에 관한 모든 것옥타비오 핀토스+마르틴 야누치 공 지음 김정하 옮김킨더랜드2023정관어린이자료실
13661367하루의 절반을 먹는 데 쓴다고 동물 먹이에 관한 모든 것옥타비오 핀토스+마르틴 야누치 공 지음 윤승진 옮김킨더랜드2023정관어린이자료실
13671368학교 가는 길정다운 글 조관제 그림시와동화2023정관어린이자료실
13681369한 권으로 만나는 프랑스 미술송지현 지음리얼북스2023정관어린이자료실
13691370한 사람위해준 글 야엘 프랑켈 그림시공주니어2023정관어린이자료실
13701371할머니 로봇한봉지 글 김민정 그림하마2023정관어린이자료실
13711372함께 나누면 행복해김영주 글 튜브링 그림리틀씨앤톡2023정관어린이자료실
13721373해라신 마라신박민애 글 단단 그림브로콜리숲2023정관어린이자료실
13731374해양 방사능 이야기 엄마의 일기장 2032최성인 지음 정경아 그림가문비2023정관어린이자료실
13741375홍도와 친구들의 모험 정조 임금님의 암살을 막아라!최진우 글 임미란 그림빈빈책방2023정관어린이자료실