Overview

Dataset statistics

Number of variables6
Number of observations1578
Missing cells1
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory77.2 KiB
Average record size in memory50.1 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_정관도서관신착자료현황_20210731
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15060473

Alerts

순번 is highly overall correlated with 자료실명High correlation
자료실명 is highly overall correlated with 순번High correlation
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:02:42.690703
Analysis finished2023-12-10 17:02:44.784088
Duration2.09 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1578
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean789.5
Minimum1
Maximum1578
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.0 KiB
2023-12-11T02:02:45.207080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile79.85
Q1395.25
median789.5
Q31183.75
95-th percentile1499.15
Maximum1578
Range1577
Interquartile range (IQR)788.5

Descriptive statistics

Standard deviation455.67368
Coefficient of variation (CV)0.57716742
Kurtosis-1.2
Mean789.5
Median Absolute Deviation (MAD)394.5
Skewness0
Sum1245831
Variance207638.5
MonotonicityStrictly increasing
2023-12-11T02:02:45.375814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
1061 1
 
0.1%
1059 1
 
0.1%
1058 1
 
0.1%
1057 1
 
0.1%
1056 1
 
0.1%
1055 1
 
0.1%
1054 1
 
0.1%
1053 1
 
0.1%
1052 1
 
0.1%
Other values (1568) 1568
99.4%
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 (%)
1578 1
0.1%
1577 1
0.1%
1576 1
0.1%
1575 1
0.1%
1574 1
0.1%
1573 1
0.1%
1572 1
0.1%
1571 1
0.1%
1570 1
0.1%
1569 1
0.1%

서명
Text

Distinct1562
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Memory size12.5 KiB
2023-12-11T02:02:45.814486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length129
Median length60
Mean length23.365019
Min length2

Characters and Unicode

Total characters36870
Distinct characters952
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1548 ?
Unique (%)98.1%

Sample

1st row문명 : 베르나르 베르베르 장편소설. 1
2nd row문명 : 베르나르 베르베르 장편소설. 2
3rd row간호직 공무원을 간직하다 : 전문가가 소개하는 간호사의 다양한 진로
4th row괴소 소설
5th row(교사를 위한)대화법 : 3단계 모형으로 익히는 듣기, 칭찬하기, 지적하기
ValueCountFrequency (%)
553
 
6.2%
the 196
 
2.2%
a 60
 
0.7%
이야기 54
 
0.6%
장편소설 47
 
0.5%
위한 45
 
0.5%
2 43
 
0.5%
1 42
 
0.5%
of 40
 
0.4%
and 39
 
0.4%
Other values (4856) 7804
87.5%
2023-12-11T02:02:46.521754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7345
 
19.9%
e 1037
 
2.8%
a 833
 
2.3%
o 796
 
2.2%
r 628
 
1.7%
t 618
 
1.7%
n 571
 
1.5%
i 552
 
1.5%
: 540
 
1.5%
s 537
 
1.5%
Other values (942) 23413
63.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 16859
45.7%
Lowercase Letter 8745
23.7%
Space Separator 7345
19.9%
Other Punctuation 1437
 
3.9%
Uppercase Letter 1316
 
3.6%
Decimal Number 530
 
1.4%
Close Punctuation 270
 
0.7%
Open Punctuation 270
 
0.7%
Math Symbol 71
 
0.2%
Dash Punctuation 26
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 523
 
3.1%
의 502
 
3.0%
는 364
 
2.2%
기 285
 
1.7%
한 237
 
1.4%
지 234
 
1.4%
사 227
 
1.3%
가 218
 
1.3%
리 217
 
1.3%
아 207
 
1.2%
Other values (853) 13845
82.1%
Lowercase Letter
ValueCountFrequency (%)
e 1037
11.9%
a 833
 
9.5%
o 796
 
9.1%
r 628
 
7.2%
t 618
 
7.1%
n 571
 
6.5%
i 552
 
6.3%
s 537
 
6.1%
h 430
 
4.9%
l 404
 
4.6%
Other values (16) 2339
26.7%
Uppercase Letter
ValueCountFrequency (%)
T 149
 
11.3%
B 120
 
9.1%
S 112
 
8.5%
A 88
 
6.7%
C 78
 
5.9%
L 74
 
5.6%
M 72
 
5.5%
D 67
 
5.1%
P 65
 
4.9%
W 54
 
4.1%
Other values (16) 437
33.2%
Other Punctuation
ValueCountFrequency (%)
: 540
37.6%
, 345
24.0%
. 259
18.0%
! 118
 
8.2%
' 73
 
5.1%
? 56
 
3.9%
· 27
 
1.9%
& 10
 
0.7%
％ 3
 
0.2%
＆ 2
 
0.1%
Other values (2) 4
 
0.3%
Decimal Number
ValueCountFrequency (%)
1 140
26.4%
2 87
16.4%
0 80
15.1%
3 71
13.4%
5 40
 
7.5%
4 37
 
7.0%
6 26
 
4.9%
8 21
 
4.0%
7 17
 
3.2%
9 11
 
2.1%
Close Punctuation
ValueCountFrequency (%)
) 249
92.2%
] 15
 
5.6%
』 4
 
1.5%
」 2
 
0.7%
Open Punctuation
ValueCountFrequency (%)
( 249
92.2%
[ 15
 
5.6%
『 4
 
1.5%
「 2
 
0.7%
Math Symbol
ValueCountFrequency (%)
= 64
90.1%
~ 3
 
4.2%
+ 3
 
4.2%
× 1
 
1.4%
Space Separator
ValueCountFrequency (%)
7345
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 26
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 16857
45.7%
Latin 10061
27.3%
Common 9950
27.0%
Han 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 523
 
3.1%
의 502
 
3.0%
는 364
 
2.2%
기 285
 
1.7%
한 237
 
1.4%
지 234
 
1.4%
사 227
 
1.3%
가 218
 
1.3%
리 217
 
1.3%
아 207
 
1.2%
Other values (851) 13843
82.1%
Latin
ValueCountFrequency (%)
e 1037
 
10.3%
a 833
 
8.3%
o 796
 
7.9%
r 628
 
6.2%
t 618
 
6.1%
n 571
 
5.7%
i 552
 
5.5%
s 537
 
5.3%
h 430
 
4.3%
l 404
 
4.0%
Other values (42) 3655
36.3%
Common
ValueCountFrequency (%)
7345
73.8%
: 540
 
5.4%
, 345
 
3.5%
. 259
 
2.6%
) 249
 
2.5%
( 249
 
2.5%
1 140
 
1.4%
! 118
 
1.2%
2 87
 
0.9%
0 80
 
0.8%
Other values (27) 538
 
5.4%
Han
ValueCountFrequency (%)
春 1
50.0%
秋 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 19963
54.1%
Hangul 16855
45.7%
None 47
 
0.1%
CJK 2
 
< 0.1%
Compat Jamo 2
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7345
36.8%
e 1037
 
5.2%
a 833
 
4.2%
o 796
 
4.0%
r 628
 
3.1%
t 618
 
3.1%
n 571
 
2.9%
i 552
 
2.8%
: 540
 
2.7%
s 537
 
2.7%
Other values (69) 6506
32.6%
Hangul
ValueCountFrequency (%)
이 523
 
3.1%
의 502
 
3.0%
는 364
 
2.2%
기 285
 
1.7%
한 237
 
1.4%
지 234
 
1.4%
사 227
 
1.3%
가 218
 
1.3%
리 217
 
1.3%
아 207
 
1.2%
Other values (849) 13841
82.1%
None
ValueCountFrequency (%)
· 27
57.4%
』 4
 
8.5%
『 4
 
8.5%
％ 3
 
6.4%
「 2
 
4.3%
」 2
 
4.3%
＆ 2
 
4.3%
＃ 2
 
4.3%
× 1
 
2.1%
Punctuation
ValueCountFrequency (%)
’ 1
100.0%
CJK
ValueCountFrequency (%)
春 1
50.0%
秋 1
50.0%
Compat Jamo
ValueCountFrequency (%)
ㅈ 1
50.0%
ㅇ 1
50.0%

저작자
Text

Distinct1317
Distinct (%)83.5%
Missing1
Missing (%)0.1%
Memory size12.5 KiB
2023-12-11T02:02:47.039011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length108
Median length79
Mean length22.414077
Min length3

Characters and Unicode

Total characters35347
Distinct characters601
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1200 ?
Unique (%)76.1%

Sample

1st row베르나르 베르베르 지음 ; 전미연 옮김
2nd row베르나르 베르베르 지음 ; 전미연 옮김
3rd row이정원 지음
4th row히가시노 게이고 지음 ; 김난주 옮김
5th row김중수 지음
ValueCountFrequency (%)
1189
 
13.8%
by 794
 
9.2%
지음 593
 
6.9%
그림 409
 
4.7%
옮김 391
 
4.5%
글 313
 
3.6%
illustrated 247
 
2.9%
글·그림 85
 
1.0%
lee 32
 
0.4%
공]지음 32
 
0.4%
Other values (2691) 4542
52.6%
2023-12-11T02:02:47.848987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7068
 
20.0%
e 1517
 
4.3%
a 1436
 
4.1%
; 1189
 
3.4%
l 1108
 
3.1%
t 1045
 
3.0%
y 1023
 
2.9%
r 1023
 
2.9%
i 899
 
2.5%
b 887
 
2.5%
Other values (591) 18152
51.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13048
36.9%
Other Letter 11687
33.1%
Space Separator 7068
20.0%
Uppercase Letter 1827
 
5.2%
Other Punctuation 1509
 
4.3%
Open Punctuation 93
 
0.3%
Close Punctuation 93
 
0.3%
Dash Punctuation 15
 
< 0.1%
Math Symbol 4
 
< 0.1%
Decimal Number 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 772
 
6.6%
김 693
 
5.9%
음 647
 
5.5%
그 523
 
4.5%
림 508
 
4.3%
글 434
 
3.7%
옮 402
 
3.4%
이 357
 
3.1%
스 201
 
1.7%
정 179
 
1.5%
Other values (521) 6971
59.6%
Lowercase Letter
ValueCountFrequency (%)
e 1517
11.6%
a 1436
11.0%
l 1108
8.5%
t 1045
 
8.0%
y 1023
 
7.8%
r 1023
 
7.8%
i 899
 
6.9%
b 887
 
6.8%
n 717
 
5.5%
s 634
 
4.9%
Other values (15) 2759
21.1%
Uppercase Letter
ValueCountFrequency (%)
M 187
 
10.2%
S 165
 
9.0%
B 156
 
8.5%
J 154
 
8.4%
C 147
 
8.0%
R 129
 
7.1%
P 128
 
7.0%
A 82
 
4.5%
D 79
 
4.3%
T 78
 
4.3%
Other values (15) 522
28.6%
Other Punctuation
ValueCountFrequency (%)
; 1189
78.8%
, 110
 
7.3%
· 94
 
6.2%
. 92
 
6.1%
' 19
 
1.3%
? 4
 
0.3%
: 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
[ 89
95.7%
( 3
 
3.2%
〈 1
 
1.1%
Close Punctuation
ValueCountFrequency (%)
] 89
95.7%
) 3
 
3.2%
〉 1
 
1.1%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
4 1
33.3%
8 1
33.3%
Math Symbol
ValueCountFrequency (%)
> 2
50.0%
< 2
50.0%
Space Separator
ValueCountFrequency (%)
7068
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 15
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 14875
42.1%
Hangul 11687
33.1%
Common 8785
24.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 772
 
6.6%
김 693
 
5.9%
음 647
 
5.5%
그 523
 
4.5%
림 508
 
4.3%
글 434
 
3.7%
옮 402
 
3.4%
이 357
 
3.1%
스 201
 
1.7%
정 179
 
1.5%
Other values (521) 6971
59.6%
Latin
ValueCountFrequency (%)
e 1517
 
10.2%
a 1436
 
9.7%
l 1108
 
7.4%
t 1045
 
7.0%
y 1023
 
6.9%
r 1023
 
6.9%
i 899
 
6.0%
b 887
 
6.0%
n 717
 
4.8%
s 634
 
4.3%
Other values (40) 4586
30.8%
Common
ValueCountFrequency (%)
7068
80.5%
; 1189
 
13.5%
, 110
 
1.3%
· 94
 
1.1%
. 92
 
1.0%
[ 89
 
1.0%
] 89
 
1.0%
' 19
 
0.2%
- 15
 
0.2%
? 4
 
< 0.1%
Other values (10) 16
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 23564
66.7%
Hangul 11687
33.1%
None 96
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7068
30.0%
e 1517
 
6.4%
a 1436
 
6.1%
; 1189
 
5.0%
l 1108
 
4.7%
t 1045
 
4.4%
y 1023
 
4.3%
r 1023
 
4.3%
i 899
 
3.8%
b 887
 
3.8%
Other values (57) 6369
27.0%
Hangul
ValueCountFrequency (%)
지 772
 
6.6%
김 693
 
5.9%
음 647
 
5.5%
그 523
 
4.5%
림 508
 
4.3%
글 434
 
3.7%
옮 402
 
3.4%
이 357
 
3.1%
스 201
 
1.7%
정 179
 
1.5%
Other values (521) 6971
59.6%
None
ValueCountFrequency (%)
· 94
97.9%
〈 1
 
1.0%
〉 1
 
1.0%

발행자
Text

Distinct728
Distinct (%)46.1%
Missing0
Missing (%)0.0%
Memory size12.5 KiB
2023-12-11T02:02:48.380374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length40
Median length32
Mean length7.7667934
Min length1

Characters and Unicode

Total characters12256
Distinct characters489
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique477 ?
Unique (%)30.2%

Sample

1st row열린책들
2nd row열린책들
3rd row드림널스
4th row재인
5th row휴머니스트
ValueCountFrequency (%)
books 76
 
3.7%
scholastic 50
 
2.4%
highlights 48
 
2.3%
miles 42
 
2.0%
kelly 41
 
2.0%
little 33
 
1.6%
simon 32
 
1.5%
children's 31
 
1.5%
singapore 30
 
1.5%
frankli 30
 
1.5%
Other values (752) 1655
80.0%
2023-12-11T02:02:49.068646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
i 592
 
4.8%
l 499
 
4.1%
490
 
4.0%
o 475
 
3.9%
s 458
 
3.7%
e 444
 
3.6%
a 381
 
3.1%
r 372
 
3.0%
t 343
 
2.8%
n 320
 
2.6%
Other values (479) 7882
64.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 5296
43.2%
Other Letter 5121
41.8%
Uppercase Letter 1078
 
8.8%
Space Separator 490
 
4.0%
Other Punctuation 216
 
1.8%
Decimal Number 42
 
0.3%
Close Punctuation 6
 
< 0.1%
Open Punctuation 6
 
< 0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 256
 
5.0%
북 253
 
4.9%
이 209
 
4.1%
어 143
 
2.8%
사 135
 
2.6%
아 118
 
2.3%
리 81
 
1.6%
미 69
 
1.3%
문 68
 
1.3%
책 67
 
1.3%
Other values (412) 3722
72.7%
Lowercase Letter
ValueCountFrequency (%)
i 592
11.2%
l 499
9.4%
o 475
9.0%
s 458
8.6%
e 444
 
8.4%
a 381
 
7.2%
r 372
 
7.0%
t 343
 
6.5%
n 320
 
6.0%
h 289
 
5.5%
Other values (15) 1123
21.2%
Uppercase Letter
ValueCountFrequency (%)
S 159
14.7%
B 136
12.6%
C 103
9.6%
H 91
 
8.4%
P 88
 
8.2%
M 66
 
6.1%
F 57
 
5.3%
W 55
 
5.1%
K 48
 
4.5%
R 47
 
4.4%
Other values (15) 228
21.2%
Other Punctuation
ValueCountFrequency (%)
: 143
66.2%
' 42
 
19.4%
& 24
 
11.1%
. 4
 
1.9%
! 1
 
0.5%
; 1
 
0.5%
＇ 1
 
0.5%
Decimal Number
ValueCountFrequency (%)
2 20
47.6%
1 18
42.9%
4 1
 
2.4%
8 1
 
2.4%
9 1
 
2.4%
6 1
 
2.4%
Space Separator
ValueCountFrequency (%)
490
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 6374
52.0%
Hangul 5121
41.8%
Common 761
 
6.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 256
 
5.0%
북 253
 
4.9%
이 209
 
4.1%
어 143
 
2.8%
사 135
 
2.6%
아 118
 
2.3%
리 81
 
1.6%
미 69
 
1.3%
문 68
 
1.3%
책 67
 
1.3%
Other values (412) 3722
72.7%
Latin
ValueCountFrequency (%)
i 592
 
9.3%
l 499
 
7.8%
o 475
 
7.5%
s 458
 
7.2%
e 444
 
7.0%
a 381
 
6.0%
r 372
 
5.8%
t 343
 
5.4%
n 320
 
5.0%
h 289
 
4.5%
Other values (40) 2201
34.5%
Common
ValueCountFrequency (%)
490
64.4%
: 143
 
18.8%
' 42
 
5.5%
& 24
 
3.2%
2 20
 
2.6%
1 18
 
2.4%
) 6
 
0.8%
( 6
 
0.8%
. 4
 
0.5%
! 1
 
0.1%
Other values (7) 7
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 7134
58.2%
Hangul 5121
41.8%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 592
 
8.3%
l 499
 
7.0%
490
 
6.9%
o 475
 
6.7%
s 458
 
6.4%
e 444
 
6.2%
a 381
 
5.3%
r 372
 
5.2%
t 343
 
4.8%
n 320
 
4.5%
Other values (56) 2760
38.7%
Hangul
ValueCountFrequency (%)
스 256
 
5.0%
북 253
 
4.9%
이 209
 
4.1%
어 143
 
2.8%
사 135
 
2.6%
아 118
 
2.3%
리 81
 
1.6%
미 69
 
1.3%
문 68
 
1.3%
책 67
 
1.3%
Other values (412) 3722
72.7%
None
ValueCountFrequency (%)
＇ 1
100.0%

발행년
Real number (ℝ)

Distinct23
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2018.6293
Minimum1987
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.0 KiB
2023-12-11T02:02:49.359524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1987
5-th percentile2007
Q12018
median2021
Q32021
95-th percentile2021
Maximum2021
Range34
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.5496017
Coefficient of variation (CV)0.0022538075
Kurtosis5.4337609
Mean2018.6293
Median Absolute Deviation (MAD)0
Skewness-2.3236788
Sum3185397
Variance20.698876
MonotonicityNot monotonic
2023-12-11T02:02:49.624511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
2021 969
61.4%
2020 137
 
8.7%
2017 86
 
5.4%
2019 70
 
4.4%
2018 67
 
4.2%
2010 30
 
1.9%
2005 27
 
1.7%
2007 27
 
1.7%
2016 24
 
1.5%
2008 19
 
1.2%
Other values (13) 122
 
7.7%
ValueCountFrequency (%)
1987 1
 
0.1%
1989 1
 
0.1%
1997 1
 
0.1%
2002 5
 
0.3%
2003 5
 
0.3%
2004 13
0.8%
2005 27
1.7%
2006 12
0.8%
2007 27
1.7%
2008 19
1.2%
ValueCountFrequency (%)
2021 969
61.4%
2020 137
 
8.7%
2019 70
 
4.4%
2018 67
 
4.2%
2017 86
 
5.4%
2016 24
 
1.5%
2015 18
 
1.1%
2014 10
 
0.6%
2013 15
 
1.0%
2012 6
 
0.4%

자료실명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size12.5 KiB
[정관]어린이자료실
1043 
[정관]종합자료열람실
535 

Length

Max length11
Median length10
Mean length10.339037
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]어린이자료실 1043
66.1%
[정관]종합자료열람실 535
33.9%

Length

2023-12-11T02:02:49.870055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:02:50.101519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정관]어린이자료실 1043
66.1%
정관]종합자료열람실 535
33.9%

Interactions

2023-12-11T02:02:44.245049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:02:43.952821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:02:44.394954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:02:44.106620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:02:50.245385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.5050.897
발행년0.5051.0000.473
자료실명0.8970.4731.000
2023-12-11T02:02:50.418462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.000-0.1770.732
발행년-0.1771.0000.356
자료실명0.7320.3561.000

Missing values

2023-12-11T02:02:44.587418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:02:44.718270image/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
01문명 : 베르나르 베르베르 장편소설. 1베르나르 베르베르 지음 ; 전미연 옮김열린책들2021[정관]종합자료열람실
12문명 : 베르나르 베르베르 장편소설. 2베르나르 베르베르 지음 ; 전미연 옮김열린책들2021[정관]종합자료열람실
23간호직 공무원을 간직하다 : 전문가가 소개하는 간호사의 다양한 진로이정원 지음드림널스2021[정관]종합자료열람실
34괴소 소설히가시노 게이고 지음 ; 김난주 옮김재인2020[정관]종합자료열람실
45(교사를 위한)대화법 : 3단계 모형으로 익히는 듣기, 칭찬하기, 지적하기김중수 지음휴머니스트2020[정관]종합자료열람실
56그 사람 모세 : 믿음의 여정에서 마주하는 열일곱 가지 풍경들김영봉 지음복있는사람2021[정관]종합자료열람실
67그림자=Shadow : our inner dark partners : 우리 마음속의 어두운 반려자이부영 지음한길사2021[정관]종합자료열람실
78금요일의 괴담회 : 기묘하고 서늘한 이야기 : 전건우 공포 괴담집전건우 지음북오션2021[정관]종합자료열람실
89(소문난 명강의 김상형의)SQL 정복 : Oracle, MSSQL, MariaDB 기반 실습환경김상형 지음한빛미디어2021[정관]종합자료열람실
910나 홀로 읽는 도덕경 : 최진석과 함께하는 노자 도덕경의 새 독서법최진석 지음시공사2021[정관]종합자료열람실
순번서명저작자발행자발행년자료실명
15681569한국 전쟁의 여섯 가지 얼굴 : 공간·이동·사람·파괴·기억·국가 권력김한종 글 ; 임근선 지도·그림책과함께어린이2021[정관]어린이자료실
15691570한국사 읽는 어린이 : 역사학자 3인이 쓴 정통 한국사. 1, 선사~삼국강석화,김정인,임기환 [공]글 ; 서영 그림책읽는곰2021[정관]어린이자료실
15701571한국사 읽는 어린이 : 역사학자 3인이 쓴 정통 한국사. 2, 고려강석화,김정인,임기환 [공]글 ; 서영 그림책읽는곰2021[정관]어린이자료실
15711572한국사 읽는 어린이 : 역사학자 3인이 쓴 정통 한국사. 3, 조선강석화,김정인,임기환 [공]글 ; 서영 그림책읽는곰2021[정관]어린이자료실
15721573한국사 읽는 어린이 : 역사학자 3인이 쓴 정통 한국사. 4, 근대강석화,김정인,임기환 [공]글 ; 서영 그림책읽는곰2021[정관]어린이자료실
15731574한국사 읽는 어린이 : 역사학자 3인이 쓴 정통 한국사. 5, 현대강석화,김정인,임기환 [공]글 ; 서영 그림책읽는곰2021[정관]어린이자료실
15741575행복한 화가, 나의 형우영은 지음 ; 이윤희 그림뜨인돌어린이2021[정관]어린이자료실
15751576헤이, 나 좀 봐재럿 J. 크로소치카 글·그림 ; 양혜진 옮김비룡소2021[정관]어린이자료실
15761577호박벌 봄멜, 환경 지킴이가 되다 : 지구를 지키는 좋은 행동 20가지브리타 사박,마이테 켈리 [공]글 ; 조엘 투르로니아스 그림 ; 유혜자 옮김시금치2021[정관]어린이자료실
15771578환경 오염, 지구가 아파요!데이비드 웨스트,올리버 웨스트 [공]지음 ; 이종원 옮김지구별어린이2021[정관]어린이자료실