Overview

Dataset statistics

Number of variables6
Number of observations957
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory46.9 KiB
Average record size in memory50.1 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_정관도서관신착자료현황_20220228
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15060473

Alerts

순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:02:03.236682
Analysis finished2023-12-10 17:02:05.565664
Duration2.33 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct957
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean479
Minimum1
Maximum957
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.5 KiB
2023-12-11T02:02:05.730156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile48.8
Q1240
median479
Q3718
95-th percentile909.2
Maximum957
Range956
Interquartile range (IQR)478

Descriptive statistics

Standard deviation276.4064
Coefficient of variation (CV)0.57704886
Kurtosis-1.2
Mean479
Median Absolute Deviation (MAD)239
Skewness0
Sum458403
Variance76400.5
MonotonicityStrictly increasing
2023-12-11T02:02:05.974147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
644 1
 
0.1%
632 1
 
0.1%
633 1
 
0.1%
634 1
 
0.1%
635 1
 
0.1%
636 1
 
0.1%
637 1
 
0.1%
638 1
 
0.1%
639 1
 
0.1%
Other values (947) 947
99.0%
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 (%)
957 1
0.1%
956 1
0.1%
955 1
0.1%
954 1
0.1%
953 1
0.1%
952 1
0.1%
951 1
0.1%
950 1
0.1%
949 1
0.1%
948 1
0.1%

서명
Text

Distinct908
Distinct (%)94.9%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2023-12-11T02:02:06.513748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length103
Median length58
Mean length27.500522
Min length1

Characters and Unicode

Total characters26318
Distinct characters956
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks8 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique867 ?
Unique (%)90.6%

Sample

1st row100억 머니 시크릿 : 감사하라! 그러면 부자가 되리라
2nd row(20세기 엄마의 21세기)명품 아들 만들기 : 부모 교육 전문가 샤론코치 이미애의 아들 엄마 특강
3rd row(UI 디자인과 프로토타이핑을 위한)Adobe XD
4th row톡 투 마이 베이비=Talk to My Baby : 0~4세 아이의 언어 감각을 길러 주는 엄마의 영어 말 걸기
5th row(만화)삼국지 : 한 번은 꼭 읽어야 할 동양 최고의 고전. 1
ValueCountFrequency (%)
699
 
10.1%
큰글자도서 125
 
1.8%
이야기 49
 
0.7%
장편소설 38
 
0.6%
1 32
 
0.5%
시집 30
 
0.4%
위한 28
 
0.4%
2 23
 
0.3%
23
 
0.3%
22
 
0.3%
Other values (3955) 5825
84.5%
2023-12-11T02:02:07.375489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5939
 
22.6%
: 713
 
2.7%
527
 
2.0%
448
 
1.7%
374
 
1.4%
298
 
1.1%
297
 
1.1%
260
 
1.0%
, 245
 
0.9%
241
 
0.9%
Other values (946) 16976
64.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 17199
65.4%
Space Separator 5939
 
22.6%
Other Punctuation 1244
 
4.7%
Lowercase Letter 862
 
3.3%
Decimal Number 461
 
1.8%
Uppercase Letter 179
 
0.7%
Close Punctuation 178
 
0.7%
Open Punctuation 178
 
0.7%
Math Symbol 56
 
0.2%
Dash Punctuation 9
 
< 0.1%
Other values (4) 13
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
527
 
3.1%
448
 
2.6%
374
 
2.2%
298
 
1.7%
297
 
1.7%
260
 
1.5%
241
 
1.4%
239
 
1.4%
231
 
1.3%
225
 
1.3%
Other values (856) 14059
81.7%
Lowercase Letter
ValueCountFrequency (%)
e 114
13.2%
i 76
 
8.8%
n 71
 
8.2%
a 67
 
7.8%
o 61
 
7.1%
s 60
 
7.0%
r 60
 
7.0%
t 58
 
6.7%
l 42
 
4.9%
g 30
 
3.5%
Other values (16) 223
25.9%
Uppercase Letter
ValueCountFrequency (%)
T 16
 
8.9%
S 16
 
8.9%
D 14
 
7.8%
K 12
 
6.7%
C 12
 
6.7%
A 11
 
6.1%
I 10
 
5.6%
G 9
 
5.0%
B 8
 
4.5%
F 8
 
4.5%
Other values (15) 63
35.2%
Other Punctuation
ValueCountFrequency (%)
: 713
57.3%
, 245
 
19.7%
. 157
 
12.6%
! 62
 
5.0%
' 37
 
3.0%
· 21
 
1.7%
/ 3
 
0.2%
% 2
 
0.2%
& 2
 
0.2%
" 1
 
0.1%
Decimal Number
ValueCountFrequency (%)
1 109
23.6%
2 98
21.3%
0 82
17.8%
3 45
9.8%
5 36
 
7.8%
4 26
 
5.6%
9 20
 
4.3%
6 19
 
4.1%
7 15
 
3.3%
8 11
 
2.4%
Math Symbol
ValueCountFrequency (%)
= 48
85.7%
+ 5
 
8.9%
~ 2
 
3.6%
× 1
 
1.8%
Close Punctuation
ValueCountFrequency (%)
) 174
97.8%
2
 
1.1%
2
 
1.1%
Open Punctuation
ValueCountFrequency (%)
( 174
97.8%
2
 
1.1%
2
 
1.1%
Letter Number
ValueCountFrequency (%)
2
50.0%
1
25.0%
1
25.0%
Space Separator
ValueCountFrequency (%)
5939
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 9
100.0%
Other Symbol
ValueCountFrequency (%)
7
100.0%
Other Number
ValueCountFrequency (%)
1
100.0%
Modifier Letter
ValueCountFrequency (%)
ː 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 17169
65.2%
Common 8074
30.7%
Latin 1045
 
4.0%
Han 30
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
527
 
3.1%
448
 
2.6%
374
 
2.2%
298
 
1.7%
297
 
1.7%
260
 
1.5%
241
 
1.4%
239
 
1.4%
231
 
1.3%
225
 
1.3%
Other values (829) 14029
81.7%
Latin
ValueCountFrequency (%)
e 114
 
10.9%
i 76
 
7.3%
n 71
 
6.8%
a 67
 
6.4%
o 61
 
5.8%
s 60
 
5.7%
r 60
 
5.7%
t 58
 
5.6%
l 42
 
4.0%
g 30
 
2.9%
Other values (44) 406
38.9%
Common
ValueCountFrequency (%)
5939
73.6%
: 713
 
8.8%
, 245
 
3.0%
) 174
 
2.2%
( 174
 
2.2%
. 157
 
1.9%
1 109
 
1.4%
2 98
 
1.2%
0 82
 
1.0%
! 62
 
0.8%
Other values (26) 321
 
4.0%
Han
ValueCountFrequency (%)
2
 
6.7%
2
 
6.7%
2
 
6.7%
1
 
3.3%
1
 
3.3%
1
 
3.3%
1
 
3.3%
1
 
3.3%
1
 
3.3%
1
 
3.3%
Other values (17) 17
56.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 17169
65.2%
ASCII 9075
34.5%
None 32
 
0.1%
CJK 27
 
0.1%
Misc Symbols 7
 
< 0.1%
Number Forms 4
 
< 0.1%
CJK Compat Ideographs 3
 
< 0.1%
Modifier Letters 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5939
65.4%
: 713
 
7.9%
, 245
 
2.7%
) 174
 
1.9%
( 174
 
1.9%
. 157
 
1.7%
e 114
 
1.3%
1 109
 
1.2%
2 98
 
1.1%
0 82
 
0.9%
Other values (67) 1270
 
14.0%
Hangul
ValueCountFrequency (%)
527
 
3.1%
448
 
2.6%
374
 
2.2%
298
 
1.7%
297
 
1.7%
260
 
1.5%
241
 
1.4%
239
 
1.4%
231
 
1.3%
225
 
1.3%
Other values (829) 14029
81.7%
None
ValueCountFrequency (%)
· 21
65.6%
2
 
6.2%
2
 
6.2%
2
 
6.2%
2
 
6.2%
1
 
3.1%
× 1
 
3.1%
1
 
3.1%
Misc Symbols
ValueCountFrequency (%)
7
100.0%
CJK
ValueCountFrequency (%)
2
 
7.4%
2
 
7.4%
1
 
3.7%
1
 
3.7%
1
 
3.7%
1
 
3.7%
1
 
3.7%
1
 
3.7%
1
 
3.7%
1
 
3.7%
Other values (15) 15
55.6%
CJK Compat Ideographs
ValueCountFrequency (%)
2
66.7%
1
33.3%
Number Forms
ValueCountFrequency (%)
2
50.0%
1
25.0%
1
25.0%
Modifier Letters
ValueCountFrequency (%)
ː 1
100.0%
Distinct845
Distinct (%)88.3%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2023-12-11T02:02:07.919988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length72
Median length46
Mean length14.096134
Min length4

Characters and Unicode

Total characters13490
Distinct characters566
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique765 ?
Unique (%)79.9%

Sample

1st row샤넬 서 지음
2nd row샤론코치 이미애,브루스 킴 김광균 지음
3rd row이영주 지음
4th row박현영 지음
5th row요시카와 에이지 원작 ; 이시모리 프로 그림 ; 다케카와 고타로 시나리오,장현주 옮김
ValueCountFrequency (%)
지음 605
 
14.8%
563
 
13.8%
옮김 289
 
7.1%
그림 222
 
5.4%
183
 
4.5%
공]지음 52
 
1.3%
글·그림 45
 
1.1%
공]글 21
 
0.5%
17
 
0.4%
히로시마 13
 
0.3%
Other values (1610) 2073
50.8%
2023-12-11T02:02:08.748257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3126
23.2%
762
 
5.6%
679
 
5.0%
; 563
 
4.2%
521
 
3.9%
324
 
2.4%
296
 
2.2%
283
 
2.1%
276
 
2.0%
266
 
2.0%
Other values (556) 6394
47.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9188
68.1%
Space Separator 3126
 
23.2%
Other Punctuation 804
 
6.0%
Open Punctuation 137
 
1.0%
Close Punctuation 137
 
1.0%
Uppercase Letter 47
 
0.3%
Lowercase Letter 46
 
0.3%
Decimal Number 4
 
< 0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
762
 
8.3%
679
 
7.4%
521
 
5.7%
324
 
3.5%
296
 
3.2%
283
 
3.1%
276
 
3.0%
266
 
2.9%
132
 
1.4%
128
 
1.4%
Other values (508) 5521
60.1%
Lowercase Letter
ValueCountFrequency (%)
a 11
23.9%
i 6
13.0%
s 3
 
6.5%
m 2
 
4.3%
y 2
 
4.3%
h 2
 
4.3%
d 2
 
4.3%
r 2
 
4.3%
t 2
 
4.3%
n 2
 
4.3%
Other values (10) 12
26.1%
Uppercase Letter
ValueCountFrequency (%)
K 10
21.3%
B 7
14.9%
S 6
12.8%
J 5
10.6%
G 3
 
6.4%
A 3
 
6.4%
T 3
 
6.4%
M 2
 
4.3%
O 2
 
4.3%
N 2
 
4.3%
Other values (4) 4
 
8.5%
Other Punctuation
ValueCountFrequency (%)
; 563
70.0%
, 117
 
14.6%
. 68
 
8.5%
· 56
 
7.0%
Decimal Number
ValueCountFrequency (%)
1 1
25.0%
5 1
25.0%
7 1
25.0%
9 1
25.0%
Open Punctuation
ValueCountFrequency (%)
[ 133
97.1%
( 4
 
2.9%
Close Punctuation
ValueCountFrequency (%)
] 133
97.1%
) 4
 
2.9%
Space Separator
ValueCountFrequency (%)
3126
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9188
68.1%
Common 4209
31.2%
Latin 93
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
762
 
8.3%
679
 
7.4%
521
 
5.7%
324
 
3.5%
296
 
3.2%
283
 
3.1%
276
 
3.0%
266
 
2.9%
132
 
1.4%
128
 
1.4%
Other values (508) 5521
60.1%
Latin
ValueCountFrequency (%)
a 11
 
11.8%
K 10
 
10.8%
B 7
 
7.5%
i 6
 
6.5%
S 6
 
6.5%
J 5
 
5.4%
G 3
 
3.2%
A 3
 
3.2%
s 3
 
3.2%
T 3
 
3.2%
Other values (24) 36
38.7%
Common
ValueCountFrequency (%)
3126
74.3%
; 563
 
13.4%
[ 133
 
3.2%
] 133
 
3.2%
, 117
 
2.8%
. 68
 
1.6%
· 56
 
1.3%
( 4
 
0.1%
) 4
 
0.1%
1 1
 
< 0.1%
Other values (4) 4
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9187
68.1%
ASCII 4246
31.5%
None 56
 
0.4%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3126
73.6%
; 563
 
13.3%
[ 133
 
3.1%
] 133
 
3.1%
, 117
 
2.8%
. 68
 
1.6%
a 11
 
0.3%
K 10
 
0.2%
B 7
 
0.2%
i 6
 
0.1%
Other values (37) 72
 
1.7%
Hangul
ValueCountFrequency (%)
762
 
8.3%
679
 
7.4%
521
 
5.7%
324
 
3.5%
296
 
3.2%
283
 
3.1%
276
 
3.0%
266
 
2.9%
132
 
1.4%
128
 
1.4%
Other values (507) 5520
60.1%
None
ValueCountFrequency (%)
· 56
100.0%
Compat Jamo
ValueCountFrequency (%)
1
100.0%
Distinct496
Distinct (%)51.8%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2023-12-11T02:02:09.145083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length14
Mean length4.8140021
Min length1

Characters and Unicode

Total characters4607
Distinct characters418
Distinct categories7 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique329 ?
Unique (%)34.4%

Sample

1st row국일미디어
2nd row물주는아이
3rd row한빛아카데미
4th row길벗스쿨
5th row미래사
ValueCountFrequency (%)
호밀밭 25
 
2.6%
산지니 20
 
2.1%
위즈덤하우스 18
 
1.9%
비룡소 14
 
1.5%
민음사 13
 
1.3%
서울문화사 13
 
1.3%
창비 12
 
1.2%
미다스북스 11
 
1.1%
작가마을 11
 
1.1%
북오션 10
 
1.0%
Other values (494) 818
84.8%
2023-12-11T02:02:09.747478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
198
 
4.3%
172
 
3.7%
153
 
3.3%
: 130
 
2.8%
129
 
2.8%
86
 
1.9%
84
 
1.8%
83
 
1.8%
80
 
1.7%
66
 
1.4%
Other values (408) 3426
74.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4308
93.5%
Other Punctuation 131
 
2.8%
Lowercase Letter 96
 
2.1%
Uppercase Letter 51
 
1.1%
Decimal Number 12
 
0.3%
Space Separator 8
 
0.2%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
198
 
4.6%
172
 
4.0%
153
 
3.6%
129
 
3.0%
86
 
2.0%
84
 
1.9%
83
 
1.9%
80
 
1.9%
66
 
1.5%
66
 
1.5%
Other values (367) 3191
74.1%
Lowercase Letter
ValueCountFrequency (%)
a 15
15.6%
o 11
11.5%
e 11
11.5%
k 9
9.4%
n 6
 
6.2%
i 6
 
6.2%
s 5
 
5.2%
p 5
 
5.2%
g 5
 
5.2%
m 4
 
4.2%
Other values (11) 19
19.8%
Uppercase Letter
ValueCountFrequency (%)
H 8
15.7%
K 7
13.7%
P 7
13.7%
B 6
11.8%
R 6
11.8%
D 5
9.8%
M 3
 
5.9%
I 2
 
3.9%
F 2
 
3.9%
U 1
 
2.0%
Other values (4) 4
7.8%
Other Punctuation
ValueCountFrequency (%)
: 130
99.2%
1
 
0.8%
Decimal Number
ValueCountFrequency (%)
2 9
75.0%
1 3
 
25.0%
Space Separator
ValueCountFrequency (%)
8
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4305
93.4%
Common 152
 
3.3%
Latin 147
 
3.2%
Han 3
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
198
 
4.6%
172
 
4.0%
153
 
3.6%
129
 
3.0%
86
 
2.0%
84
 
2.0%
83
 
1.9%
80
 
1.9%
66
 
1.5%
66
 
1.5%
Other values (364) 3188
74.1%
Latin
ValueCountFrequency (%)
a 15
 
10.2%
o 11
 
7.5%
e 11
 
7.5%
k 9
 
6.1%
H 8
 
5.4%
K 7
 
4.8%
P 7
 
4.8%
B 6
 
4.1%
R 6
 
4.1%
n 6
 
4.1%
Other values (25) 61
41.5%
Common
ValueCountFrequency (%)
: 130
85.5%
2 9
 
5.9%
8
 
5.3%
1 3
 
2.0%
1
 
0.7%
- 1
 
0.7%
Han
ValueCountFrequency (%)
1
33.3%
1
33.3%
1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4305
93.4%
ASCII 298
 
6.5%
CJK 3
 
0.1%
None 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
198
 
4.6%
172
 
4.0%
153
 
3.6%
129
 
3.0%
86
 
2.0%
84
 
2.0%
83
 
1.9%
80
 
1.9%
66
 
1.5%
66
 
1.5%
Other values (364) 3188
74.1%
ASCII
ValueCountFrequency (%)
: 130
43.6%
a 15
 
5.0%
o 11
 
3.7%
e 11
 
3.7%
2 9
 
3.0%
k 9
 
3.0%
8
 
2.7%
H 8
 
2.7%
K 7
 
2.3%
P 7
 
2.3%
Other values (30) 83
27.9%
None
ValueCountFrequency (%)
1
100.0%
CJK
ValueCountFrequency (%)
1
33.3%
1
33.3%
1
33.3%

발행년
Real number (ℝ)

Distinct10
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.9133
Minimum2004
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.5 KiB
2023-12-11T02:02:09.900245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2004
5-th percentile2020
Q12021
median2021
Q32021
95-th percentile2022
Maximum2022
Range18
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.1415514
Coefficient of variation (CV)0.00056486907
Kurtosis94.532254
Mean2020.9133
Median Absolute Deviation (MAD)0
Skewness-8.3867308
Sum1934014
Variance1.3031396
MonotonicityNot monotonic
2023-12-11T02:02:10.051958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
2021 776
81.1%
2022 106
 
11.1%
2020 37
 
3.9%
2019 18
 
1.9%
2018 12
 
1.3%
2011 2
 
0.2%
2017 2
 
0.2%
2009 2
 
0.2%
2004 1
 
0.1%
2010 1
 
0.1%
ValueCountFrequency (%)
2004 1
 
0.1%
2009 2
 
0.2%
2010 1
 
0.1%
2011 2
 
0.2%
2017 2
 
0.2%
2018 12
 
1.3%
2019 18
 
1.9%
2020 37
 
3.9%
2021 776
81.1%
2022 106
 
11.1%
ValueCountFrequency (%)
2022 106
 
11.1%
2021 776
81.1%
2020 37
 
3.9%
2019 18
 
1.9%
2018 12
 
1.3%
2017 2
 
0.2%
2011 2
 
0.2%
2010 1
 
0.1%
2009 2
 
0.2%
2004 1
 
0.1%

자료실명
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
[정관]종합자료열람실
647 
[정관]어린이자료실
310 

Length

Max length11
Median length11
Mean length10.676071
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
[정관]종합자료열람실 647
67.6%
[정관]어린이자료실 310
32.4%

Length

2023-12-11T02:02:10.573438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:02:10.720623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정관]종합자료열람실 647
67.6%
정관]어린이자료실 310
32.4%

Interactions

2023-12-11T02:02:04.879688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:02:04.515668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:02:05.072360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:02:04.668383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:02:10.818175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.2990.630
발행년0.2991.0000.000
자료실명0.6300.0001.000
2023-12-11T02:02:10.957156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.0710.487
발행년0.0711.0000.000
자료실명0.4870.0001.000

Missing values

2023-12-11T02:02:05.316339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:02:05.486471image/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
01100억 머니 시크릿 : 감사하라! 그러면 부자가 되리라샤넬 서 지음국일미디어2022[정관]종합자료열람실
12(20세기 엄마의 21세기)명품 아들 만들기 : 부모 교육 전문가 샤론코치 이미애의 아들 엄마 특강샤론코치 이미애,브루스 킴 김광균 지음물주는아이2021[정관]종합자료열람실
23(UI 디자인과 프로토타이핑을 위한)Adobe XD이영주 지음한빛아카데미2020[정관]종합자료열람실
34톡 투 마이 베이비=Talk to My Baby : 0~4세 아이의 언어 감각을 길러 주는 엄마의 영어 말 걸기박현영 지음길벗스쿨2021[정관]종합자료열람실
45(만화)삼국지 : 한 번은 꼭 읽어야 할 동양 최고의 고전. 1요시카와 에이지 원작 ; 이시모리 프로 그림 ; 다케카와 고타로 시나리오,장현주 옮김미래사2021[정관]종합자료열람실
56(만화)삼국지 : 한 번은 꼭 읽어야 할 동양 최고의 고전. 2요시카와 에이지 원작 ; 이시모리 프로 그림 ; 다케카와 고타로 시나리오,장현주 옮김미래사2021[정관]종합자료열람실
67VR 역사 올림픽 : 명장. 2, 동양남상욱 글 ; 유희석 그림주니어김영사2021[정관]어린이자료실
78(Gazua!!!)가상화폐 투자 마법 공식 : 쉽고 안전하게 고수익 내는 검증된 매매 규칙 13Kangcfa,Systrader79 [공]지음린퍼블리싱2018[정관]종합자료열람실
89가짜 산모 수첩 : 야기 에미 소설야기 에미 [지음] ; 윤지나 옮김하빌리스2021[정관]종합자료열람실
910간니닌니 마법의 도서관 : 명작 속으로 떠나는 판타지 동화 여행 : 정글북과 마법의 책. 7지유리 글 ; 이경희 그림아울북2021[정관]어린이자료실
순번서명저작자발행자발행년자료실명
947948페어플레이=Fair play토베 얀손 지음 ; 안미란 옮김민음사2021[정관]종합자료열람실
948949펭귄 호텔우시쿠보 료타 글·그림 ; 고향옥 옮김주니어RHK:알에이치코리아2018[정관]어린이자료실
949950포켓몬스터 w : 시즌2. 1[학산문화사 편집부 편]학산문화사2021[정관]어린이자료실
950951(포켓몬스터w)가라르 도감Koji Kawashima 구성 ; Koji Hayashida 디자인 ; 조연우 번역대원키즈:대원씨아이2021[정관]어린이자료실
951952픽사 스토리텔링=Pixar storytelling : 고객의 마음을 사로잡는 9가지 스토리 법칙매튜 룬 지음 ; 박여진 옮김현대지성2022[정관]종합자료열람실
952953하루를 48시간으로 사는 마법 : 방송국 헤르미온느 이재은의 삶을 빛나게 하는 마법의 주문이재은 지음비즈니스북스2021[정관]종합자료열람실
953954(한 권으로 끝내는)쇼피 판매 실전 바이블 : 싱가포르부터 동남아시아까지최진태 지음앤써북2021[정관]종합자료열람실
954955CES 2022 : Beyond the everyday한국경제신문 특별취재단 지음한국경제신문2022[정관]종합자료열람실
955956행복을 부르는 돼지모니아 닐센 지음 ; 손화수 옮김뜨인돌어린이:뜨인돌출판2021[정관]어린이자료실
956957(흔한남매)과학 탐험대. 3, 인체흔한남매 원작 ; 이재국,이현진 [공]글 ; 김덕영 그림주니어김영사:김영사2021[정관]어린이자료실