Overview

Dataset statistics

Number of variables6
Number of observations1837
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory88.0 KiB
Average record size in memory49.1 B

Variable types

Numeric1
Text3
Categorical2

Dataset

Description부산광역시기장군_정관도서관신착자료현황_20230730
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15060473

Alerts

발행년 is highly imbalanced (71.5%)Imbalance
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:59:17.295816
Analysis finished2023-12-10 16:59:19.035152
Duration1.74 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct1837
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean919
Minimum1
Maximum1837
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.3 KiB
2023-12-11T01:59:19.131767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile92.8
Q1460
median919
Q31378
95-th percentile1745.2
Maximum1837
Range1836
Interquartile range (IQR)918

Descriptive statistics

Standard deviation530.44054
Coefficient of variation (CV)0.57719319
Kurtosis-1.2
Mean919
Median Absolute Deviation (MAD)459
Skewness0
Sum1688203
Variance281367.17
MonotonicityStrictly increasing
2023-12-11T01:59:19.330298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
1235 1
 
0.1%
1233 1
 
0.1%
1232 1
 
0.1%
1231 1
 
0.1%
1230 1
 
0.1%
1229 1
 
0.1%
1228 1
 
0.1%
1227 1
 
0.1%
1226 1
 
0.1%
Other values (1827) 1827
99.5%
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 (%)
1837 1
0.1%
1836 1
0.1%
1835 1
0.1%
1834 1
0.1%
1833 1
0.1%
1832 1
0.1%
1831 1
0.1%
1830 1
0.1%
1829 1
0.1%
1828 1
0.1%

서명
Text

Distinct1736
Distinct (%)94.5%
Missing0
Missing (%)0.0%
Memory size14.5 KiB
2023-12-11T01:59:19.816731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length132
Median length58
Mean length23.412085
Min length1

Characters and Unicode

Total characters43008
Distinct characters1086
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1642 ?
Unique (%)89.4%

Sample

1st row고구려 : 김진명 역사소설. 7, 동백과 한란
2nd row(고수에게 배우는) 시벨리우스=Sibelius Ultimate
3rd row상대성 이론
4th row양자 역학
5th row꼰대 정치의 위기, 90년대생의 정치질 : 노무현재단 청년 황희두 에세이
ValueCountFrequency (%)
963
 
8.2%
장편소설 81
 
0.7%
이야기 71
 
0.6%
위한 67
 
0.6%
1 47
 
0.4%
소설 39
 
0.3%
내 36
 
0.3%
그림책 35
 
0.3%
수 32
 
0.3%
나는 32
 
0.3%
Other values (6121) 10344
88.1%
2023-12-11T01:59:20.417341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
9910
 
23.0%
: 957
 
2.2%
이 869
 
2.0%
의 853
 
2.0%
는 699
 
1.6%
가 452
 
1.1%
지 417
 
1.0%
기 405
 
0.9%
리 376
 
0.9%
사 370
 
0.9%
Other values (1076) 27700
64.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 28711
66.8%
Space Separator 9910
 
23.0%
Other Punctuation 1720
 
4.0%
Lowercase Letter 1184
 
2.8%
Decimal Number 670
 
1.6%
Uppercase Letter 359
 
0.8%
Open Punctuation 176
 
0.4%
Close Punctuation 176
 
0.4%
Math Symbol 85
 
0.2%
Dash Punctuation 15
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 869
 
3.0%
의 853
 
3.0%
는 699
 
2.4%
가 452
 
1.6%
지 417
 
1.5%
기 405
 
1.4%
리 376
 
1.3%
사 370
 
1.3%
한 366
 
1.3%
다 356
 
1.2%
Other values (988) 23548
82.0%
Uppercase Letter
ValueCountFrequency (%)
T 40
 
11.1%
A 33
 
9.2%
I 29
 
8.1%
S 27
 
7.5%
P 24
 
6.7%
D 24
 
6.7%
B 23
 
6.4%
G 22
 
6.1%
E 16
 
4.5%
F 14
 
3.9%
Other values (16) 107
29.8%
Lowercase Letter
ValueCountFrequency (%)
e 150
12.7%
o 109
 
9.2%
t 106
 
9.0%
n 92
 
7.8%
i 89
 
7.5%
a 85
 
7.2%
r 84
 
7.1%
s 67
 
5.7%
l 51
 
4.3%
h 44
 
3.7%
Other values (15) 307
25.9%
Other Punctuation
ValueCountFrequency (%)
: 957
55.6%
, 365
 
21.2%
. 161
 
9.4%
! 160
 
9.3%
' 29
 
1.7%
· 18
 
1.0%
% 8
 
0.5%
／ 7
 
0.4%
& 6
 
0.3%
＆ 3
 
0.2%
Other values (3) 6
 
0.3%
Decimal Number
ValueCountFrequency (%)
1 149
22.2%
0 146
21.8%
2 85
12.7%
3 82
12.2%
5 56
 
8.4%
4 48
 
7.2%
6 28
 
4.2%
9 28
 
4.2%
8 27
 
4.0%
7 21
 
3.1%
Math Symbol
ValueCountFrequency (%)
= 67
78.8%
~ 10
 
11.8%
+ 5
 
5.9%
× 3
 
3.5%
Open Punctuation
ValueCountFrequency (%)
( 174
98.9%
『 1
 
0.6%
「 1
 
0.6%
Close Punctuation
ValueCountFrequency (%)
) 174
98.9%
』 1
 
0.6%
」 1
 
0.6%
Other Symbol
ValueCountFrequency (%)
ⓔ 1
50.0%
△ 1
50.0%
Space Separator
ValueCountFrequency (%)
9910
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 15
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 28711
66.8%
Common 12754
29.7%
Latin 1543
 
3.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 869
 
3.0%
의 853
 
3.0%
는 699
 
2.4%
가 452
 
1.6%
지 417
 
1.5%
기 405
 
1.4%
리 376
 
1.3%
사 370
 
1.3%
한 366
 
1.3%
다 356
 
1.2%
Other values (988) 23548
82.0%
Latin
ValueCountFrequency (%)
e 150
 
9.7%
o 109
 
7.1%
t 106
 
6.9%
n 92
 
6.0%
i 89
 
5.8%
a 85
 
5.5%
r 84
 
5.4%
s 67
 
4.3%
l 51
 
3.3%
h 44
 
2.9%
Other values (41) 666
43.2%
Common
ValueCountFrequency (%)
9910
77.7%
: 957
 
7.5%
, 365
 
2.9%
( 174
 
1.4%
) 174
 
1.4%
. 161
 
1.3%
! 160
 
1.3%
1 149
 
1.2%
0 146
 
1.1%
2 85
 
0.7%
Other values (27) 473
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 28710
66.8%
ASCII 14256
33.1%
None 37
 
0.1%
Punctuation 2
 
< 0.1%
Enclosed Alphanum 1
 
< 0.1%
Geometric Shapes 1
 
< 0.1%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
9910
69.5%
: 957
 
6.7%
, 365
 
2.6%
( 174
 
1.2%
) 174
 
1.2%
. 161
 
1.1%
! 160
 
1.1%
e 150
 
1.1%
1 149
 
1.0%
0 146
 
1.0%
Other values (66) 1910
 
13.4%
Hangul
ValueCountFrequency (%)
이 869
 
3.0%
의 853
 
3.0%
는 699
 
2.4%
가 452
 
1.6%
지 417
 
1.5%
기 405
 
1.4%
리 376
 
1.3%
사 370
 
1.3%
한 366
 
1.3%
다 356
 
1.2%
Other values (987) 23547
82.0%
None
ValueCountFrequency (%)
· 18
48.6%
／ 7
 
18.9%
＆ 3
 
8.1%
× 3
 
8.1%
％ 2
 
5.4%
『 1
 
2.7%
』 1
 
2.7%
「 1
 
2.7%
」 1
 
2.7%
Punctuation
ValueCountFrequency (%)
… 2
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
ⓔ 1
100.0%
Geometric Shapes
ValueCountFrequency (%)
△ 1
100.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 1
100.0%

저작자
Text

Distinct1640
Distinct (%)89.3%
Missing0
Missing (%)0.0%
Memory size14.5 KiB
2023-12-11T01:59:20.835321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length50
Mean length14.47251
Min length5

Characters and Unicode

Total characters26586
Distinct characters674
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1497 ?
Unique (%)81.5%

Sample

1st row김진명 지음
2nd row장민호 지음
3rd row알리사 트카체바 글 ; 니나 푸시코바 그림 ; 이정모 옮김
4th row알리사 트카체바 글 ; 니나 푸시코바 그림 ; 이정모 옮김
5th row황희두 지음
ValueCountFrequency (%)
1210
 
14.5%
지음 1193
 
14.3%
옮김 619
 
7.4%
그림 532
 
6.4%
글 461
 
5.5%
글·그림 72
 
0.9%
공 49
 
0.6%
공]지음 33
 
0.4%
원작 31
 
0.4%
외 20
 
0.2%
Other values (2985) 4151
49.6%
2023-12-11T01:59:21.495217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6537
24.6%
지 1419
 
5.3%
음 1261
 
4.7%
; 1210
 
4.6%
김 1070
 
4.0%
그 644
 
2.4%
옮 625
 
2.4%
림 621
 
2.3%
글 560
 
2.1%
이 518
 
1.9%
Other values (664) 12121
45.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18023
67.8%
Space Separator 6537
 
24.6%
Other Punctuation 1525
 
5.7%
Close Punctuation 147
 
0.6%
Open Punctuation 147
 
0.6%
Lowercase Letter 102
 
0.4%
Uppercase Letter 92
 
0.3%
Dash Punctuation 6
 
< 0.1%
Decimal Number 6
 
< 0.1%
Other Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 1419
 
7.9%
음 1261
 
7.0%
김 1070
 
5.9%
그 644
 
3.6%
옮 625
 
3.5%
림 621
 
3.4%
글 560
 
3.1%
이 518
 
2.9%
스 305
 
1.7%
리 286
 
1.6%
Other values (598) 10714
59.4%
Lowercase Letter
ValueCountFrequency (%)
e 13
12.7%
i 10
 
9.8%
n 9
 
8.8%
a 8
 
7.8%
o 7
 
6.9%
s 6
 
5.9%
y 5
 
4.9%
c 5
 
4.9%
t 5
 
4.9%
u 4
 
3.9%
Other values (14) 30
29.4%
Uppercase Letter
ValueCountFrequency (%)
S 11
12.0%
R 10
10.9%
W 9
9.8%
A 9
9.8%
K 8
 
8.7%
D 7
 
7.6%
B 4
 
4.3%
J 4
 
4.3%
P 4
 
4.3%
T 4
 
4.3%
Other values (12) 22
23.9%
Other Punctuation
ValueCountFrequency (%)
; 1210
79.3%
, 153
 
10.0%
. 78
 
5.1%
· 78
 
5.1%
: 3
 
0.2%
? 2
 
0.1%
/ 1
 
0.1%
Decimal Number
ValueCountFrequency (%)
9 2
33.3%
6 2
33.3%
1 1
16.7%
7 1
16.7%
Close Punctuation
ValueCountFrequency (%)
] 126
85.7%
) 20
 
13.6%
〉 1
 
0.7%
Open Punctuation
ValueCountFrequency (%)
[ 126
85.7%
( 20
 
13.6%
〈 1
 
0.7%
Space Separator
ValueCountFrequency (%)
6537
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Other Symbol
ValueCountFrequency (%)
ⓔ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18023
67.8%
Common 8369
31.5%
Latin 194
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 1419
 
7.9%
음 1261
 
7.0%
김 1070
 
5.9%
그 644
 
3.6%
옮 625
 
3.5%
림 621
 
3.4%
글 560
 
3.1%
이 518
 
2.9%
스 305
 
1.7%
리 286
 
1.6%
Other values (598) 10714
59.4%
Latin
ValueCountFrequency (%)
e 13
 
6.7%
S 11
 
5.7%
i 10
 
5.2%
R 10
 
5.2%
n 9
 
4.6%
W 9
 
4.6%
A 9
 
4.6%
K 8
 
4.1%
a 8
 
4.1%
D 7
 
3.6%
Other values (36) 100
51.5%
Common
ValueCountFrequency (%)
6537
78.1%
; 1210
 
14.5%
, 153
 
1.8%
] 126
 
1.5%
[ 126
 
1.5%
. 78
 
0.9%
· 78
 
0.9%
( 20
 
0.2%
) 20
 
0.2%
- 6
 
0.1%
Other values (10) 15
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18023
67.8%
ASCII 8482
31.9%
None 80
 
0.3%
Enclosed Alphanum 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6537
77.1%
; 1210
 
14.3%
, 153
 
1.8%
] 126
 
1.5%
[ 126
 
1.5%
. 78
 
0.9%
( 20
 
0.2%
) 20
 
0.2%
e 13
 
0.2%
S 11
 
0.1%
Other values (52) 188
 
2.2%
Hangul
ValueCountFrequency (%)
지 1419
 
7.9%
음 1261
 
7.0%
김 1070
 
5.9%
그 644
 
3.6%
옮 625
 
3.5%
림 621
 
3.4%
글 560
 
3.1%
이 518
 
2.9%
스 305
 
1.7%
리 286
 
1.6%
Other values (598) 10714
59.4%
None
ValueCountFrequency (%)
· 78
97.5%
〈 1
 
1.2%
〉 1
 
1.2%
Enclosed Alphanum
ValueCountFrequency (%)
ⓔ 1
100.0%

발행자
Text

Distinct831
Distinct (%)45.2%
Missing0
Missing (%)0.0%
Memory size14.5 KiB
2023-12-11T01:59:22.006859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length15
Mean length4.2112139
Min length1

Characters and Unicode

Total characters7736
Distinct characters519
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

Unique489 ?
Unique (%)26.6%

Sample

1st row이타북스
2nd row예솔
3rd row그린북
4th row그린북
5th row포르체
ValueCountFrequency (%)
문학동네 43
 
2.3%
창비 29
 
1.6%
위즈덤하우스 29
 
1.6%
비룡소 25
 
1.3%
웅진주니어 21
 
1.1%
아울북 21
 
1.1%
시공주니어 17
 
0.9%
주니어rhk 17
 
0.9%
주니어김영사 17
 
0.9%
민음사 15
 
0.8%
Other values (832) 1631
87.5%
2023-12-11T01:59:22.767175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 283
 
3.7%
북 249
 
3.2%
이 222
 
2.9%
어 205
 
2.6%
사 157
 
2.0%
리 144
 
1.9%
아 121
 
1.6%
비 119
 
1.5%
문 113
 
1.5%
니 112
 
1.4%
Other values (509) 6011
77.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7232
93.5%
Lowercase Letter 267
 
3.5%
Uppercase Letter 168
 
2.2%
Space Separator 28
 
0.4%
Decimal Number 19
 
0.2%
Open Punctuation 7
 
0.1%
Close Punctuation 7
 
0.1%
Other Punctuation 7
 
0.1%
Other Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 283
 
3.9%
북 249
 
3.4%
이 222
 
3.1%
어 205
 
2.8%
사 157
 
2.2%
리 144
 
2.0%
아 121
 
1.7%
비 119
 
1.6%
문 113
 
1.6%
니 112
 
1.5%
Other values (455) 5507
76.1%
Lowercase Letter
ValueCountFrequency (%)
o 70
26.2%
k 30
11.2%
s 28
 
10.5%
d 20
 
7.5%
i 18
 
6.7%
a 14
 
5.2%
e 13
 
4.9%
b 10
 
3.7%
n 9
 
3.4%
y 8
 
3.0%
Other values (10) 47
17.6%
Uppercase Letter
ValueCountFrequency (%)
B 28
16.7%
R 24
14.3%
H 22
13.1%
K 22
13.1%
S 14
8.3%
E 13
7.7%
P 6
 
3.6%
M 6
 
3.6%
T 5
 
3.0%
G 4
 
2.4%
Other values (10) 24
14.3%
Decimal Number
ValueCountFrequency (%)
2 9
47.4%
1 4
21.1%
6 3
 
15.8%
9 2
 
10.5%
4 1
 
5.3%
Other Punctuation
ValueCountFrequency (%)
' 2
28.6%
# 2
28.6%
: 1
14.3%
. 1
14.3%
& 1
14.3%
Space Separator
ValueCountFrequency (%)
28
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7233
93.5%
Latin 435
 
5.6%
Common 68
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 283
 
3.9%
북 249
 
3.4%
이 222
 
3.1%
어 205
 
2.8%
사 157
 
2.2%
리 144
 
2.0%
아 121
 
1.7%
비 119
 
1.6%
문 113
 
1.6%
니 112
 
1.5%
Other values (456) 5508
76.2%
Latin
ValueCountFrequency (%)
o 70
16.1%
k 30
 
6.9%
s 28
 
6.4%
B 28
 
6.4%
R 24
 
5.5%
H 22
 
5.1%
K 22
 
5.1%
d 20
 
4.6%
i 18
 
4.1%
a 14
 
3.2%
Other values (30) 159
36.6%
Common
ValueCountFrequency (%)
28
41.2%
2 9
 
13.2%
( 7
 
10.3%
) 7
 
10.3%
1 4
 
5.9%
6 3
 
4.4%
' 2
 
2.9%
9 2
 
2.9%
# 2
 
2.9%
: 1
 
1.5%
Other values (3) 3
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7231
93.5%
ASCII 503
 
6.5%
Compat Jamo 1
 
< 0.1%
None 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 283
 
3.9%
북 249
 
3.4%
이 222
 
3.1%
어 205
 
2.8%
사 157
 
2.2%
리 144
 
2.0%
아 121
 
1.7%
비 119
 
1.6%
문 113
 
1.6%
니 112
 
1.5%
Other values (454) 5506
76.1%
ASCII
ValueCountFrequency (%)
o 70
 
13.9%
k 30
 
6.0%
s 28
 
5.6%
28
 
5.6%
B 28
 
5.6%
R 24
 
4.8%
H 22
 
4.4%
K 22
 
4.4%
d 20
 
4.0%
i 18
 
3.6%
Other values (43) 213
42.3%
Compat Jamo
ValueCountFrequency (%)
ㄱ 1
100.0%
None
ValueCountFrequency (%)
㈜ 1
100.0%

발행년
Categorical

IMBALANCE 

Distinct9
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size14.5 KiB
2023
1510 
2022
242 
2021
 
44
2020
 
25
2019
 
10
Other values (4)
 
6

Length

Max length6
Median length4
Mean length4.0005444
Min length3

Unique

Unique3 ?
Unique (%)0.2%

Sample

1st row2021
2nd row2023
3rd row2023
4th row2023
5th row2023

Common Values

ValueCountFrequency (%)
2023 1510
82.2%
2022 242
 
13.2%
2021 44
 
2.4%
2020 25
 
1.4%
2019 10
 
0.5%
2012 3
 
0.2%
2016 1
 
0.1%
202 1
 
0.1%
[2019] 1
 
0.1%

Length

2023-12-11T01:59:22.982814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:59:23.157442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 1510
82.2%
2022 242
 
13.2%
2021 44
 
2.4%
2020 25
 
1.4%
2019 11
 
0.6%
2012 3
 
0.2%
2016 1
 
0.1%
202 1
 
0.1%

자료실명
Categorical

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size14.5 KiB
[정관]종합자료열람실
926 
[정관]어린이자료실
671 
[정관]스마트도서관(메가마트)
236 
[정관]스마트도서관(월내역)
 
4

Length

Max length16
Median length11
Mean length11.285792
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
[정관]종합자료열람실 926
50.4%
[정관]어린이자료실 671
36.5%
[정관]스마트도서관(메가마트) 236
 
12.8%
[정관]스마트도서관(월내역) 4
 
0.2%

Length

2023-12-11T01:59:23.339235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:59:23.518879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정관]종합자료열람실 926
50.4%
정관]어린이자료실 671
36.5%
정관]스마트도서관(메가마트 236
 
12.8%
정관]스마트도서관(월내역 4
 
0.2%

Interactions

2023-12-11T01:59:18.622068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:59:23.665415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.4040.692
발행년0.4041.0000.124
자료실명0.6920.1241.000
2023-12-11T01:59:23.819588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
자료실명발행년
자료실명1.0000.079
발행년0.0791.000
2023-12-11T01:59:23.955722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.1960.493
발행년0.1961.0000.079
자료실명0.4930.0791.000

Missing values

2023-12-11T01:59:18.814900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:59:18.977054image/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
01고구려 : 김진명 역사소설. 7, 동백과 한란김진명 지음이타북스2021[정관]종합자료열람실
12(고수에게 배우는) 시벨리우스=Sibelius Ultimate장민호 지음예솔2023[정관]종합자료열람실
23상대성 이론알리사 트카체바 글 ; 니나 푸시코바 그림 ; 이정모 옮김그린북2023[정관]어린이자료실
34양자 역학알리사 트카체바 글 ; 니나 푸시코바 그림 ; 이정모 옮김그린북2023[정관]어린이자료실
45꼰대 정치의 위기, 90년대생의 정치질 : 노무현재단 청년 황희두 에세이황희두 지음포르체2023[정관]종합자료열람실
56나르시시스트 관계 수업 : 엄마로 인해 무기력한 딸을 위한 회복 심리학브렌다 스티븐스 지음 ; 이애리 옮김유노라이프2023[정관]종합자료열람실
67내가 예쁘다고황인찬 글 ; 이명애 그림봄볕2022[정관]어린이자료실
78당신은 어떤 가면을 쓰고 있나요 : 명랑한 척하느라 힘겨운 내향성 인간을 위한 마음 처방양스위엔 지음 ; 박영란 옮김미디어숲2023[정관]종합자료열람실
89대장장이 왕. 3, 아리셀리스를 찾는 에이어리가 위대한 조언자의 집을 찾아간다허교범 글 ; 최지수,구현성 [공] 그림위즈덤하우스2023[정관]종합자료열람실
910더 구원받음 : 구원이란 무엇인가 구원은 어떻게 받는가김창영 지음생명의말씀사2022[정관]종합자료열람실
순번서명저작자발행자발행년자료실명
18271828조용희 청소기 : 김보라 그림책김보라 글창비2023[정관]어린이자료실
18281829주머니 요정은샘 글 ; 이태양 그림나의나무2023[정관]어린이자료실
18291830지구 레스토랑 : 조영글 그림책조영글 글미디어창비2023[정관]어린이자료실
18301831(진짜 진짜 재밌는) 파충류 그림책 : 그림으로 배우는 신기한 지식 백과수잔 바라클로우 지음 ; 앤드류 이스턴 일러스트 ; 김맑아 번역라이카미2023[정관]어린이자료실
18311832토끼 이야기가 아니야!어맨다 헹크 글 ; 애나 데이비스코트 그림 ; 신대리라 옮김dodo2023[정관]어린이자료실
18321833팬티야 반가워우에다 시게코 글·그림 ; 고향옥 옮김주니어RHK2023[정관]어린이자료실
18331834필루와 늑대 아빠. 4, 크리스마스는 언제예요알렉산드라 가리발 글 ; 마리안 빌코크 그림 ; 이세진 옮김을파소2023[정관]어린이자료실
18341835핫 도그더그 살라티 글·그림 ; 신형건 옮김보물창고2023[정관]어린이자료실
18351836해변과 바다베르나르두 카르발류 지음그림책공작소2023[정관]종합자료열람실
18361837흥미진진한 지구 안내서 : 책장을 넘길 때마다 지구가 속속들이 실감 나게 들여다보이는 생생 투시 필름!노지 크로 글 ; 한나 앨리스 그림 ; 최현경 옮김사파리2023[정관]어린이자료실