Overview

Dataset statistics

Number of variables6
Number of observations1252
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory61.3 KiB
Average record size in memory50.1 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_정관도서관신착자료현황_20210331
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 17:03:11.721158
Analysis finished2023-12-10 17:03:14.581619
Duration2.86 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1252
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean626.5
Minimum1
Maximum1252
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size11.1 KiB
2023-12-11T02:03:14.709987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile63.55
Q1313.75
median626.5
Q3939.25
95-th percentile1189.45
Maximum1252
Range1251
Interquartile range (IQR)625.5

Descriptive statistics

Standard deviation361.56558
Coefficient of variation (CV)0.57711984
Kurtosis-1.2
Mean626.5
Median Absolute Deviation (MAD)313
Skewness0
Sum784378
Variance130729.67
MonotonicityStrictly increasing
2023-12-11T02:03:15.049285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
834 1
 
0.1%
841 1
 
0.1%
840 1
 
0.1%
839 1
 
0.1%
838 1
 
0.1%
837 1
 
0.1%
836 1
 
0.1%
835 1
 
0.1%
833 1
 
0.1%
Other values (1242) 1242
99.2%
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 (%)
1252 1
0.1%
1251 1
0.1%
1250 1
0.1%
1249 1
0.1%
1248 1
0.1%
1247 1
0.1%
1246 1
0.1%
1245 1
0.1%
1244 1
0.1%
1243 1
0.1%

서명
Text

Distinct1219
Distinct (%)97.4%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
2023-12-11T02:03:15.644555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length125
Median length60
Mean length25.32508
Min length1

Characters and Unicode

Total characters31707
Distinct characters1001
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1193 ?
Unique (%)95.3%

Sample

1st row바오바브나무의 선물 : 김영호 사진동화집
2nd row(EBS 초등)어맛! 어휘 맛집 : 말맛이 살고 글맛이 좋아지는
3rd row(OK 슈퍼)과자 질소 도난사건 : 송라음 장편동화
4th row건방이의 초강력 수련기 : Season 2. 2, 귀면을 쓴 자들
5th row(구해줘)카카오프렌즈 : 경제. 1
ValueCountFrequency (%)
777
 
9.2%
이야기 47
 
0.6%
장편소설 45
 
0.5%
위한 43
 
0.5%
2 40
 
0.5%
큰글씨책 39
 
0.5%
1 39
 
0.5%
35
 
0.4%
큰글자책 29
 
0.3%
모든 22
 
0.3%
Other values (4785) 7284
86.7%
2023-12-11T02:03:16.577355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7148
 
22.5%
: 780
 
2.5%
578
 
1.8%
535
 
1.7%
480
 
1.5%
337
 
1.1%
312
 
1.0%
296
 
0.9%
286
 
0.9%
275
 
0.9%
Other values (991) 20680
65.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 20852
65.8%
Space Separator 7148
 
22.5%
Other Punctuation 1384
 
4.4%
Lowercase Letter 1219
 
3.8%
Decimal Number 447
 
1.4%
Open Punctuation 210
 
0.7%
Close Punctuation 210
 
0.7%
Uppercase Letter 167
 
0.5%
Math Symbol 57
 
0.2%
Dash Punctuation 7
 
< 0.1%
Other values (4) 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
578
 
2.8%
535
 
2.6%
480
 
2.3%
337
 
1.6%
312
 
1.5%
296
 
1.4%
286
 
1.4%
275
 
1.3%
253
 
1.2%
248
 
1.2%
Other values (900) 17252
82.7%
Lowercase Letter
ValueCountFrequency (%)
e 143
11.7%
o 122
 
10.0%
i 100
 
8.2%
t 91
 
7.5%
n 88
 
7.2%
a 84
 
6.9%
s 81
 
6.6%
r 76
 
6.2%
l 60
 
4.9%
u 49
 
4.0%
Other values (15) 325
26.7%
Uppercase Letter
ValueCountFrequency (%)
C 22
13.2%
T 18
 
10.8%
S 13
 
7.8%
D 12
 
7.2%
A 12
 
7.2%
O 12
 
7.2%
P 10
 
6.0%
B 9
 
5.4%
G 8
 
4.8%
R 6
 
3.6%
Other values (15) 45
26.9%
Other Punctuation
ValueCountFrequency (%)
: 780
56.4%
, 263
 
19.0%
. 131
 
9.5%
! 88
 
6.4%
? 55
 
4.0%
' 27
 
2.0%
· 22
 
1.6%
/ 5
 
0.4%
& 5
 
0.4%
; 4
 
0.3%
Other values (3) 4
 
0.3%
Decimal Number
ValueCountFrequency (%)
1 133
29.8%
2 87
19.5%
0 76
17.0%
3 43
 
9.6%
5 29
 
6.5%
4 22
 
4.9%
7 19
 
4.3%
6 15
 
3.4%
9 12
 
2.7%
8 11
 
2.5%
Math Symbol
ValueCountFrequency (%)
= 51
89.5%
~ 2
 
3.5%
< 1
 
1.8%
> 1
 
1.8%
× 1
 
1.8%
| 1
 
1.8%
Open Punctuation
ValueCountFrequency (%)
( 207
98.6%
2
 
1.0%
1
 
0.5%
Close Punctuation
ValueCountFrequency (%)
) 207
98.6%
2
 
1.0%
1
 
0.5%
Space Separator
ValueCountFrequency (%)
7148
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Initial Punctuation
ValueCountFrequency (%)
2
100.0%
Final Punctuation
ValueCountFrequency (%)
2
100.0%
Letter Number
ValueCountFrequency (%)
1
100.0%
Other Symbol
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 20842
65.7%
Common 9468
29.9%
Latin 1387
 
4.4%
Han 10
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
578
 
2.8%
535
 
2.6%
480
 
2.3%
337
 
1.6%
312
 
1.5%
296
 
1.4%
286
 
1.4%
275
 
1.3%
253
 
1.2%
248
 
1.2%
Other values (890) 17242
82.7%
Latin
ValueCountFrequency (%)
e 143
 
10.3%
o 122
 
8.8%
i 100
 
7.2%
t 91
 
6.6%
n 88
 
6.3%
a 84
 
6.1%
s 81
 
5.8%
r 76
 
5.5%
l 60
 
4.3%
u 49
 
3.5%
Other values (41) 493
35.5%
Common
ValueCountFrequency (%)
7148
75.5%
: 780
 
8.2%
, 263
 
2.8%
( 207
 
2.2%
) 207
 
2.2%
1 133
 
1.4%
. 131
 
1.4%
! 88
 
0.9%
2 87
 
0.9%
0 76
 
0.8%
Other values (30) 348
 
3.7%
Han
ValueCountFrequency (%)
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 20842
65.7%
ASCII 10818
34.1%
None 30
 
0.1%
CJK 10
 
< 0.1%
Punctuation 5
 
< 0.1%
Number Forms 1
 
< 0.1%
Misc Symbols 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7148
66.1%
: 780
 
7.2%
, 263
 
2.4%
( 207
 
1.9%
) 207
 
1.9%
e 143
 
1.3%
1 133
 
1.2%
. 131
 
1.2%
o 122
 
1.1%
i 100
 
0.9%
Other values (69) 1584
 
14.6%
Hangul
ValueCountFrequency (%)
578
 
2.8%
535
 
2.6%
480
 
2.3%
337
 
1.6%
312
 
1.5%
296
 
1.4%
286
 
1.4%
275
 
1.3%
253
 
1.2%
248
 
1.2%
Other values (890) 17242
82.7%
None
ValueCountFrequency (%)
· 22
73.3%
2
 
6.7%
2
 
6.7%
1
 
3.3%
1
 
3.3%
1
 
3.3%
× 1
 
3.3%
Punctuation
ValueCountFrequency (%)
2
40.0%
2
40.0%
1
20.0%
CJK
ValueCountFrequency (%)
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
1
10.0%
Number Forms
ValueCountFrequency (%)
1
100.0%
Misc Symbols
ValueCountFrequency (%)
1
100.0%
Distinct1135
Distinct (%)90.7%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
2023-12-11T02:03:17.031713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length80
Median length52
Mean length13.567093
Min length3

Characters and Unicode

Total characters16986
Distinct characters594
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

Unique1055 ?
Unique (%)84.3%

Sample

1st row김영호 지음
2nd row홍옥 글 ; 뿜작가 그림
3rd row송라음 지음 ; 최민지 그림
4th row천효정 글 ; 이정태 그림
5th row한유진 글 ; 유희석 그림
ValueCountFrequency (%)
지음 760
 
14.7%
703
 
13.6%
옮김 338
 
6.5%
그림 292
 
5.6%
263
 
5.1%
글·그림 95
 
1.8%
공]지음 52
 
1.0%
19
 
0.4%
일러스트 16
 
0.3%
공]글 15
 
0.3%
Other values (2045) 2625
50.7%
2023-12-11T02:03:18.145236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3926
23.1%
947
 
5.6%
844
 
5.0%
; 703
 
4.1%
637
 
3.8%
420
 
2.5%
411
 
2.4%
393
 
2.3%
358
 
2.1%
344
 
2.0%
Other values (584) 8003
47.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 11557
68.0%
Space Separator 3926
 
23.1%
Other Punctuation 994
 
5.9%
Lowercase Letter 176
 
1.0%
Close Punctuation 127
 
0.7%
Open Punctuation 127
 
0.7%
Uppercase Letter 65
 
0.4%
Decimal Number 8
 
< 0.1%
Dash Punctuation 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
947
 
8.2%
844
 
7.3%
637
 
5.5%
420
 
3.6%
411
 
3.6%
393
 
3.4%
358
 
3.1%
344
 
3.0%
205
 
1.8%
157
 
1.4%
Other values (531) 6841
59.2%
Lowercase Letter
ValueCountFrequency (%)
t 19
10.8%
i 18
10.2%
n 17
9.7%
e 17
9.7%
r 16
9.1%
a 14
 
8.0%
o 12
 
6.8%
s 11
 
6.2%
y 9
 
5.1%
l 6
 
3.4%
Other values (13) 37
21.0%
Uppercase Letter
ValueCountFrequency (%)
S 10
15.4%
J 8
12.3%
A 7
10.8%
K 7
10.8%
B 5
7.7%
E 4
 
6.2%
G 4
 
6.2%
H 4
 
6.2%
P 4
 
6.2%
C 2
 
3.1%
Other values (7) 10
15.4%
Decimal Number
ValueCountFrequency (%)
1 3
37.5%
0 2
25.0%
6 1
 
12.5%
2 1
 
12.5%
8 1
 
12.5%
Other Punctuation
ValueCountFrequency (%)
; 703
70.7%
, 118
 
11.9%
· 108
 
10.9%
. 65
 
6.5%
Space Separator
ValueCountFrequency (%)
3926
100.0%
Close Punctuation
ValueCountFrequency (%)
] 127
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 127
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 11557
68.0%
Common 5188
30.5%
Latin 241
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
947
 
8.2%
844
 
7.3%
637
 
5.5%
420
 
3.6%
411
 
3.6%
393
 
3.4%
358
 
3.1%
344
 
3.0%
205
 
1.8%
157
 
1.4%
Other values (531) 6841
59.2%
Latin
ValueCountFrequency (%)
t 19
 
7.9%
i 18
 
7.5%
n 17
 
7.1%
e 17
 
7.1%
r 16
 
6.6%
a 14
 
5.8%
o 12
 
5.0%
s 11
 
4.6%
S 10
 
4.1%
y 9
 
3.7%
Other values (30) 98
40.7%
Common
ValueCountFrequency (%)
3926
75.7%
; 703
 
13.6%
] 127
 
2.4%
[ 127
 
2.4%
, 118
 
2.3%
· 108
 
2.1%
. 65
 
1.3%
- 6
 
0.1%
1 3
 
0.1%
0 2
 
< 0.1%
Other values (3) 3
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 11557
68.0%
ASCII 5321
31.3%
None 108
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3926
73.8%
; 703
 
13.2%
] 127
 
2.4%
[ 127
 
2.4%
, 118
 
2.2%
. 65
 
1.2%
t 19
 
0.4%
i 18
 
0.3%
n 17
 
0.3%
e 17
 
0.3%
Other values (42) 184
 
3.5%
Hangul
ValueCountFrequency (%)
947
 
8.2%
844
 
7.3%
637
 
5.5%
420
 
3.6%
411
 
3.6%
393
 
3.4%
358
 
3.1%
344
 
3.0%
205
 
1.8%
157
 
1.4%
Other values (531) 6841
59.2%
None
ValueCountFrequency (%)
· 108
100.0%
Distinct583
Distinct (%)46.6%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
2023-12-11T02:03:18.703208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length20
Mean length5.0710863
Min length1

Characters and Unicode

Total characters6349
Distinct characters463
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique367 ?
Unique (%)29.3%

Sample

1st row호밀밭
2nd rowEBS books:한국교육방송공사
3rd row창비
4th row비룡소
5th row메가스터디북스:메가스터디
ValueCountFrequency (%)
창비 39
 
3.0%
산지니 28
 
2.2%
뭉치 20
 
1.5%
문학동네 19
 
1.5%
유유 18
 
1.4%
다른 17
 
1.3%
호밀밭 16
 
1.2%
비룡소 13
 
1.0%
알에이치코리아 12
 
0.9%
위즈덤하우스 11
 
0.8%
Other values (598) 1102
85.1%
2023-12-11T02:03:19.527441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
268
 
4.2%
203
 
3.2%
: 202
 
3.2%
191
 
3.0%
187
 
2.9%
119
 
1.9%
109
 
1.7%
97
 
1.5%
96
 
1.5%
91
 
1.4%
Other values (453) 4786
75.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5781
91.1%
Other Punctuation 205
 
3.2%
Lowercase Letter 184
 
2.9%
Uppercase Letter 120
 
1.9%
Space Separator 43
 
0.7%
Decimal Number 15
 
0.2%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
268
 
4.6%
203
 
3.5%
191
 
3.3%
187
 
3.2%
119
 
2.1%
109
 
1.9%
97
 
1.7%
96
 
1.7%
91
 
1.6%
86
 
1.5%
Other values (405) 4334
75.0%
Lowercase Letter
ValueCountFrequency (%)
o 41
22.3%
s 23
12.5%
e 17
9.2%
r 16
 
8.7%
k 15
 
8.2%
b 10
 
5.4%
a 8
 
4.3%
i 8
 
4.3%
n 8
 
4.3%
y 6
 
3.3%
Other values (11) 32
17.4%
Uppercase Letter
ValueCountFrequency (%)
B 31
25.8%
E 12
 
10.0%
R 11
 
9.2%
H 9
 
7.5%
S 8
 
6.7%
K 8
 
6.7%
P 7
 
5.8%
M 6
 
5.0%
C 5
 
4.2%
U 4
 
3.3%
Other values (8) 19
15.8%
Decimal Number
ValueCountFrequency (%)
1 7
46.7%
2 5
33.3%
8 1
 
6.7%
5 1
 
6.7%
4 1
 
6.7%
Other Punctuation
ValueCountFrequency (%)
: 202
98.5%
& 3
 
1.5%
Space Separator
ValueCountFrequency (%)
43
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5781
91.1%
Latin 304
 
4.8%
Common 264
 
4.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
268
 
4.6%
203
 
3.5%
191
 
3.3%
187
 
3.2%
119
 
2.1%
109
 
1.9%
97
 
1.7%
96
 
1.7%
91
 
1.6%
86
 
1.5%
Other values (405) 4334
75.0%
Latin
ValueCountFrequency (%)
o 41
 
13.5%
B 31
 
10.2%
s 23
 
7.6%
e 17
 
5.6%
r 16
 
5.3%
k 15
 
4.9%
E 12
 
3.9%
R 11
 
3.6%
b 10
 
3.3%
H 9
 
3.0%
Other values (29) 119
39.1%
Common
ValueCountFrequency (%)
: 202
76.5%
43
 
16.3%
1 7
 
2.7%
2 5
 
1.9%
& 3
 
1.1%
8 1
 
0.4%
5 1
 
0.4%
4 1
 
0.4%
- 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5781
91.1%
ASCII 568
 
8.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
268
 
4.6%
203
 
3.5%
191
 
3.3%
187
 
3.2%
119
 
2.1%
109
 
1.9%
97
 
1.7%
96
 
1.7%
91
 
1.6%
86
 
1.5%
Other values (405) 4334
75.0%
ASCII
ValueCountFrequency (%)
: 202
35.6%
43
 
7.6%
o 41
 
7.2%
B 31
 
5.5%
s 23
 
4.0%
e 17
 
3.0%
r 16
 
2.8%
k 15
 
2.6%
E 12
 
2.1%
R 11
 
1.9%
Other values (38) 157
27.6%

발행년
Real number (ℝ)

Distinct9
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.3123
Minimum1998
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size11.1 KiB
2023-12-11T02:03:19.748504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1998
5-th percentile2019
Q12020
median2021
Q32021
95-th percentile2021
Maximum2021
Range23
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.3069606
Coefficient of variation (CV)0.00064691017
Kurtosis145.84766
Mean2020.3123
Median Absolute Deviation (MAD)0
Skewness-9.6548114
Sum2529431
Variance1.7081459
MonotonicityNot monotonic
2023-12-11T02:03:19.942190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
2021 634
50.6%
2020 510
40.7%
2019 55
 
4.4%
2018 31
 
2.5%
2017 17
 
1.4%
1998 2
 
0.2%
2008 1
 
0.1%
2010 1
 
0.1%
2011 1
 
0.1%
ValueCountFrequency (%)
1998 2
 
0.2%
2008 1
 
0.1%
2010 1
 
0.1%
2011 1
 
0.1%
2017 17
 
1.4%
2018 31
 
2.5%
2019 55
 
4.4%
2020 510
40.7%
2021 634
50.6%
ValueCountFrequency (%)
2021 634
50.6%
2020 510
40.7%
2019 55
 
4.4%
2018 31
 
2.5%
2017 17
 
1.4%
2011 1
 
0.1%
2010 1
 
0.1%
2008 1
 
0.1%
1998 2
 
0.2%

자료실명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
[정관]종합자료열람실
809 
[정관]어린이자료실
443 

Length

Max length11
Median length11
Mean length10.646166
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
[정관]종합자료열람실 809
64.6%
[정관]어린이자료실 443
35.4%

Length

2023-12-11T02:03:20.208875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:03:20.403841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정관]종합자료열람실 809
64.6%
정관]어린이자료실 443
35.4%

Interactions

2023-12-11T02:03:13.853578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:03:13.527637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:03:14.111669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:03:13.690763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:03:20.537720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.2130.996
발행년0.2131.0000.039
자료실명0.9960.0391.000
2023-12-11T02:03:20.695711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.000-0.0330.941
발행년-0.0331.0000.053
자료실명0.9410.0531.000

Missing values

2023-12-11T02:03:14.311099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:03:14.509786image/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
01바오바브나무의 선물 : 김영호 사진동화집김영호 지음호밀밭2020[정관]어린이자료실
12(EBS 초등)어맛! 어휘 맛집 : 말맛이 살고 글맛이 좋아지는홍옥 글 ; 뿜작가 그림EBS books:한국교육방송공사2020[정관]어린이자료실
23(OK 슈퍼)과자 질소 도난사건 : 송라음 장편동화송라음 지음 ; 최민지 그림창비2020[정관]어린이자료실
34건방이의 초강력 수련기 : Season 2. 2, 귀면을 쓴 자들천효정 글 ; 이정태 그림비룡소2020[정관]어린이자료실
45(구해줘)카카오프렌즈 : 경제. 1한유진 글 ; 유희석 그림메가스터디북스:메가스터디2020[정관]어린이자료실
56기묘한 모모 한약방. 1, 필요하니? 퇴마봉충산히로시마 레이코 지음 ; 다나카 아이 그림 ; 김난주 옮김아이세움:미래엔2021[정관]어린이자료실
67(꽁꽁꽁)피자윤정주 글·그림책읽는곰2020[정관]어린이자료실
78난 삼백 살 먹은 떡갈나무야!제르다 뮐러 글·그림 ; 이원경 옮김비룡소2020[정관]어린이자료실
89냠냠 빙수윤정주 글·그림책읽는곰2017[정관]어린이자료실
910동단비 옆 동바람이정아 글 ; 김성라 그림문학동네2020[정관]어린이자료실
순번서명저작자발행자발행년자료실명
12421243(토니 부잔)마인드맵 마스터 : 당신의 잠재력을 이끌어낼 최고의 생각 도구토니 부잔 지음 ; 서현정 옮김미래의창2018[정관]종합자료열람실
12431244토우의 집 : 권여선 장편소설권여선 지음자음과모음2020[정관]종합자료열람실
12441245투자의 재발견=Investment : 투자는 거위농장을 운영하는 게임이다이고은 지음스마트북스2021[정관]종합자료열람실
12451246프랙탈전=Fractal story : 역사/수학/자연/미술/문명수학사랑 기업부설연구소 지음수학사랑2017[정관]종합자료열람실
12461247하지 않아도 나는 여자입니다 : 이진송 에세이이진송 지음 ; 윤의진 그림프런티어:한국경제신문 한경BP2018[정관]종합자료열람실
12471248한국문화콘텐츠와 스토리텔링서순복 지음박영사2020[정관]종합자료열람실
12481249현명한 자산배분 투자자윌리엄 번스타인 지음 ; 김성일 옮김에이지212019[정관]종합자료열람실
12491250혼자의 가정식 : 나를 건강히 지키는 집밥 생활 이야기 : 신미경 에세이신미경 지음뜻밖:새움출판사2019[정관]종합자료열람실
12501251홀로 쓰고, 함께 살다 : 조정래, 등단 50주년 기념 독자와의 대화조정래 저해냄2020[정관]종합자료열람실
12511252(회사에서 바로 통하는)엑셀 for starters : 왕초보가 시작하는 엑셀 입문서전미진 지음한빛미디어2020[정관]종합자료열람실