Overview

Dataset statistics

Number of variables5
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows40
Duplicate rows (%)0.4%
Total size in memory468.8 KiB
Average record size in memory48.0 B

Variable types

Categorical1
Text3
DateTime1

Dataset

Description이천시공공도서관 대출현황에 대한 정보로 대출책의 소장처, 서명, 등록번호, 분류기호, 대출일(년월일), 대출시간(시분초) 등의 정보를 제공
URLhttps://www.data.go.kr/data/15037960/fileData.do

Alerts

Dataset has 40 (0.4%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 15:10:16.587920
Analysis finished2023-12-12 15:10:18.268095
Duration1.68 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

소장처
Categorical

Distinct27
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
이천시립효양도서관
2782 
이천시립어린이도서관
1940 
이천시립도서관
1449 
이천시립마장도서관
1156 
이천시립청미도서관
673 
Other values (22)
2000 

Length

Max length11
Median length9
Mean length8.7244
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row이천시립도서관
2nd row동양작은도서관
3rd row이천시립청미도서관
4th row이천시립어린이도서관
5th row이천시립청미도서관

Common Values

ValueCountFrequency (%)
이천시립효양도서관 2782
27.8%
이천시립어린이도서관 1940
19.4%
이천시립도서관 1449
14.5%
이천시립마장도서관 1156
11.6%
이천시립청미도서관 673
 
6.7%
증포송정작은도서관 501
 
5.0%
이천평생학습북카페 315
 
3.1%
모가작은도서관 135
 
1.4%
아리마을작은도서관 135
 
1.4%
호법작은도서관 112
 
1.1%
Other values (17) 802
 
8.0%

Length

2023-12-13T00:10:18.339248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
이천시립효양도서관 2782
27.8%
이천시립어린이도서관 1940
19.4%
이천시립도서관 1449
14.5%
이천시립마장도서관 1156
11.6%
이천시립청미도서관 673
 
6.7%
증포송정작은도서관 501
 
5.0%
이천평생학습북카페 315
 
3.1%
모가작은도서관 135
 
1.4%
아리마을작은도서관 135
 
1.4%
호법작은도서관 112
 
1.1%
Other values (17) 802
 
8.0%

서명
Text

Distinct8559
Distinct (%)85.6%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-13T00:10:18.540646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length119
Median length71
Mean length20.3094
Min length1

Characters and Unicode

Total characters203094
Distinct characters1548
Distinct categories16 ?
Distinct scripts6 ?
Distinct blocks13 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7447 ?
Unique (%)74.5%

Sample

1st rowWhy? 왕자와 공주
2nd row삐딱한 K의 재습기 . 1 , 충치영웅 플라그 모험을 떠나다
3rd rowJudy Moody the Doctor Is In!
4th row(반지의)얼렁뚱땅 비밀일기 . 22권
5th row(코믹 메이플스토리)수학도둑 : 응용편 . 87
ValueCountFrequency (%)
3532
 
6.9%
1 410
 
0.8%
2 397
 
0.8%
장편소설 332
 
0.6%
이야기 291
 
0.6%
3 189
 
0.4%
내 188
 
0.4%
우리 145
 
0.3%
the 144
 
0.3%
과학 137
 
0.3%
Other values (17691) 45330
88.7%
2023-12-13T00:10:18.939294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
41101
 
20.2%
이 3460
 
1.7%
의 2756
 
1.4%
1 2548
 
1.3%
: 2375
 
1.2%
는 2308
 
1.1%
[ 2028
 
1.0%
] 2028
 
1.0%
- 1978
 
1.0%
. 1807
 
0.9%
Other values (1538) 140705
69.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 119204
58.7%
Space Separator 41101
 
20.2%
Lowercase Letter 13059
 
6.4%
Decimal Number 9953
 
4.9%
Other Punctuation 7927
 
3.9%
Open Punctuation 3605
 
1.8%
Close Punctuation 3604
 
1.8%
Uppercase Letter 2287
 
1.1%
Dash Punctuation 1978
 
1.0%
Math Symbol 326
 
0.2%
Other values (6) 50
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 3460
 
2.9%
의 2756
 
2.3%
는 2308
 
1.9%
기 1762
 
1.5%
리 1718
 
1.4%
아 1624
 
1.4%
책 1563
 
1.3%
가 1525
 
1.3%
한 1478
 
1.2%
지 1457
 
1.2%
Other values (1423) 99553
83.5%
Lowercase Letter
ValueCountFrequency (%)
e 1595
12.2%
o 1227
 
9.4%
a 1051
 
8.0%
n 966
 
7.4%
t 935
 
7.2%
i 918
 
7.0%
r 840
 
6.4%
s 796
 
6.1%
h 687
 
5.3%
l 630
 
4.8%
Other values (16) 3414
26.1%
Uppercase Letter
ValueCountFrequency (%)
T 251
 
11.0%
W 185
 
8.1%
G 183
 
8.0%
S 181
 
7.9%
P 123
 
5.4%
A 118
 
5.2%
M 118
 
5.2%
I 111
 
4.9%
C 106
 
4.6%
B 104
 
4.5%
Other values (16) 807
35.3%
Other Punctuation
ValueCountFrequency (%)
: 2375
30.0%
. 1807
22.8%
, 1771
22.3%
! 1019
12.9%
? 562
 
7.1%
' 159
 
2.0%
· 104
 
1.3%
& 37
 
0.5%
＇ 26
 
0.3%
% 15
 
0.2%
Other values (10) 52
 
0.7%
Decimal Number
ValueCountFrequency (%)
1 2548
25.6%
2 1626
16.3%
3 1229
12.3%
4 1008
 
10.1%
5 935
 
9.4%
0 827
 
8.3%
6 478
 
4.8%
7 470
 
4.7%
8 420
 
4.2%
9 412
 
4.1%
Open Punctuation
ValueCountFrequency (%)
[ 2028
56.3%
( 1572
43.6%
『 2
 
0.1%
《 1
 
< 0.1%
「 1
 
< 0.1%
〈 1
 
< 0.1%
Math Symbol
ValueCountFrequency (%)
= 294
90.2%
~ 19
 
5.8%
> 5
 
1.5%
< 4
 
1.2%
＋ 3
 
0.9%
+ 1
 
0.3%
Close Punctuation
ValueCountFrequency (%)
] 2028
56.3%
) 1572
43.6%
』 2
 
0.1%
》 1
 
< 0.1%
」 1
 
< 0.1%
Letter Number
ValueCountFrequency (%)
Ⅱ 7
38.9%
Ⅰ 6
33.3%
Ⅲ 3
16.7%
Ⅵ 1
 
5.6%
Ⅴ 1
 
5.6%
Other Symbol
ValueCountFrequency (%)
★ 11
68.8%
○ 4
 
25.0%
℃ 1
 
6.2%
Final Punctuation
ValueCountFrequency (%)
’ 3
75.0%
” 1
 
25.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
66.7%
“ 1
33.3%
Space Separator
ValueCountFrequency (%)
41101
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1978
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 6
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 118829
58.5%
Common 68526
33.7%
Latin 15364
 
7.6%
Han 328
 
0.2%
Hiragana 43
 
< 0.1%
Katakana 4
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 3460
 
2.9%
의 2756
 
2.3%
는 2308
 
1.9%
기 1762
 
1.5%
리 1718
 
1.4%
아 1624
 
1.4%
책 1563
 
1.3%
가 1525
 
1.3%
한 1478
 
1.2%
지 1457
 
1.2%
Other values (1231) 99178
83.5%
Han
ValueCountFrequency (%)
大 13
 
4.0%
小 11
 
3.4%
國 11
 
3.4%
志 10
 
3.0%
下 9
 
2.7%
河 8
 
2.4%
三 8
 
2.4%
生 7
 
2.1%
說 7
 
2.1%
新 7
 
2.1%
Other values (148) 237
72.3%
Common
ValueCountFrequency (%)
41101
60.0%
1 2548
 
3.7%
: 2375
 
3.5%
[ 2028
 
3.0%
] 2028
 
3.0%
- 1978
 
2.9%
. 1807
 
2.6%
, 1771
 
2.6%
2 1626
 
2.4%
( 1572
 
2.3%
Other values (48) 9692
 
14.1%
Latin
ValueCountFrequency (%)
e 1595
 
10.4%
o 1227
 
8.0%
a 1051
 
6.8%
n 966
 
6.3%
t 935
 
6.1%
i 918
 
6.0%
r 840
 
5.5%
s 796
 
5.2%
h 687
 
4.5%
l 630
 
4.1%
Other values (47) 5719
37.2%
Hiragana
ValueCountFrequency (%)
い 3
 
7.0%
ま 3
 
7.0%
だ 3
 
7.0%
ん 3
 
7.0%
お 2
 
4.7%
の 2
 
4.7%
か 2
 
4.7%
え 2
 
4.7%
あ 2
 
4.7%
て 1
 
2.3%
Other values (20) 20
46.5%
Katakana
ValueCountFrequency (%)
コ 1
25.0%
ラ 1
25.0%
ノ 1
25.0%
ネ 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 118816
58.5%
ASCII 83675
41.2%
CJK 313
 
0.2%
None 171
 
0.1%
Hiragana 43
 
< 0.1%
Number Forms 18
 
< 0.1%
CJK Compat Ideographs 15
 
< 0.1%
Compat Jamo 13
 
< 0.1%
Misc Symbols 11
 
< 0.1%
Punctuation 10
 
< 0.1%
Other values (3) 9
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
41101
49.1%
1 2548
 
3.0%
: 2375
 
2.8%
[ 2028
 
2.4%
] 2028
 
2.4%
- 1978
 
2.4%
. 1807
 
2.2%
, 1771
 
2.1%
2 1626
 
1.9%
e 1595
 
1.9%
Other values (78) 24818
29.7%
Hangul
ValueCountFrequency (%)
이 3460
 
2.9%
의 2756
 
2.3%
는 2308
 
1.9%
기 1762
 
1.5%
리 1718
 
1.4%
아 1624
 
1.4%
책 1563
 
1.3%
가 1525
 
1.3%
한 1478
 
1.2%
지 1457
 
1.2%
Other values (1223) 99165
83.5%
None
ValueCountFrequency (%)
· 104
60.8%
＇ 26
 
15.2%
＆ 13
 
7.6%
！ 11
 
6.4%
＋ 3
 
1.8%
％ 3
 
1.8%
『 2
 
1.2%
』 2
 
1.2%
？ 2
 
1.2%
》 1
 
0.6%
Other values (4) 4
 
2.3%
CJK
ValueCountFrequency (%)
大 13
 
4.2%
小 11
 
3.5%
國 11
 
3.5%
志 10
 
3.2%
下 9
 
2.9%
河 8
 
2.6%
三 8
 
2.6%
生 7
 
2.2%
說 7
 
2.2%
新 7
 
2.2%
Other values (140) 222
70.9%
Misc Symbols
ValueCountFrequency (%)
★ 11
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 7
38.9%
Ⅰ 6
33.3%
Ⅲ 3
16.7%
Ⅵ 1
 
5.6%
Ⅴ 1
 
5.6%
CJK Compat Ideographs
ValueCountFrequency (%)
龍 5
33.3%
歷 2
 
13.3%
鹿 2
 
13.3%
列 2
 
13.3%
兩 1
 
6.7%
李 1
 
6.7%
不 1
 
6.7%
戀 1
 
6.7%
Geometric Shapes
ValueCountFrequency (%)
○ 4
100.0%
Hiragana
ValueCountFrequency (%)
い 3
 
7.0%
ま 3
 
7.0%
だ 3
 
7.0%
ん 3
 
7.0%
お 2
 
4.7%
の 2
 
4.7%
か 2
 
4.7%
え 2
 
4.7%
あ 2
 
4.7%
て 1
 
2.3%
Other values (20) 20
46.5%
Punctuation
ValueCountFrequency (%)
’ 3
30.0%
… 3
30.0%
‘ 2
20.0%
“ 1
 
10.0%
” 1
 
10.0%
Compat Jamo
ValueCountFrequency (%)
ㄷ 2
15.4%
ㄴ 2
15.4%
ㄱ 2
15.4%
ㅇ 2
15.4%
ㅅ 2
15.4%
ㄹ 1
7.7%
ㅎ 1
7.7%
ㆍ 1
7.7%
Letterlike Symbols
ValueCountFrequency (%)
℃ 1
100.0%
Katakana
ValueCountFrequency (%)
コ 1
25.0%
ラ 1
25.0%
ノ 1
25.0%
ネ 1
25.0%

등록번호
Text

Distinct9354
Distinct (%)93.5%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-13T00:10:19.233967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters120000
Distinct characters28
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8768 ?
Unique (%)87.7%

Sample

1st rowEM0000182712
2nd rowDY0000011435
3rd rowJM0000039663
4th rowKM0000057137
5th rowJM0000055539
ValueCountFrequency (%)
bm0000038305 5
 
< 0.1%
bm0000038751 5
 
< 0.1%
bm0000038627 5
 
< 0.1%
hm0000036133 4
 
< 0.1%
bm0000038474 4
 
< 0.1%
hm0000036277 4
 
< 0.1%
bm0000038728 4
 
< 0.1%
hm0000036665 4
 
< 0.1%
bm0000038551 4
 
< 0.1%
ho0000003896 3
 
< 0.1%
Other values (9344) 9958
99.6%
2023-12-13T00:10:19.634332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 54734
45.6%
M 7473
 
6.2%
3 6433
 
5.4%
4 6276
 
5.2%
2 5697
 
4.7%
1 5227
 
4.4%
5 4844
 
4.0%
6 4726
 
3.9%
7 4093
 
3.4%
8 4061
 
3.4%
Other values (18) 16436
 
13.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 100000
83.3%
Uppercase Letter 20000
 
16.7%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
M 7473
37.4%
E 3682
18.4%
H 3100
15.5%
B 1429
 
7.1%
J 1208
 
6.0%
K 931
 
4.7%
S 603
 
3.0%
C 371
 
1.9%
A 251
 
1.3%
O 247
 
1.2%
Other values (8) 705
 
3.5%
Decimal Number
ValueCountFrequency (%)
0 54734
54.7%
3 6433
 
6.4%
4 6276
 
6.3%
2 5697
 
5.7%
1 5227
 
5.2%
5 4844
 
4.8%
6 4726
 
4.7%
7 4093
 
4.1%
8 4061
 
4.1%
9 3909
 
3.9%

Most occurring scripts

ValueCountFrequency (%)
Common 100000
83.3%
Latin 20000
 
16.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
M 7473
37.4%
E 3682
18.4%
H 3100
15.5%
B 1429
 
7.1%
J 1208
 
6.0%
K 931
 
4.7%
S 603
 
3.0%
C 371
 
1.9%
A 251
 
1.3%
O 247
 
1.2%
Other values (8) 705
 
3.5%
Common
ValueCountFrequency (%)
0 54734
54.7%
3 6433
 
6.4%
4 6276
 
6.3%
2 5697
 
5.7%
1 5227
 
5.2%
5 4844
 
4.8%
6 4726
 
4.7%
7 4093
 
4.1%
8 4061
 
4.1%
9 3909
 
3.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 120000
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 54734
45.6%
M 7473
 
6.2%
3 6433
 
5.4%
4 6276
 
5.2%
2 5697
 
4.7%
1 5227
 
4.4%
5 4844
 
4.0%
6 4726
 
3.9%
7 4093
 
3.4%
8 4061
 
3.4%
Other values (18) 16436
 
13.7%

분류기호
Text

Distinct8510
Distinct (%)85.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-13T00:10:20.092554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length16
Mean length11.4182
Min length6

Characters and Unicode

Total characters114182
Distinct characters603
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

Unique7405 ?
Unique (%)74.1%

Sample

1st row911 와69ㅇ 12
2nd row813.8 강1ㅃ
3rd row843 M478j 5
4th row813.8 반75ㅂ 22
5th row410 송25ㅅ 87
ValueCountFrequency (%)
808.9 1440
 
5.7%
813.8 1309
 
5.1%
843 840
 
3.3%
1 581
 
2.3%
2 490
 
1.9%
813.6 450
 
1.8%
833.8 366
 
1.4%
3 338
 
1.3%
408 268
 
1.1%
5 254
 
1.0%
Other values (6425) 19122
75.1%
2023-12-13T00:10:20.707742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
15469
13.5%
8 13864
12.1%
1 9675
 
8.5%
3 9248
 
8.1%
9 7488
 
6.6%
. 6895
 
6.0%
2 5937
 
5.2%
7 5507
 
4.8%
4 5460
 
4.8%
5 4969
 
4.4%
Other values (593) 29670
26.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 70928
62.1%
Other Letter 19548
 
17.1%
Space Separator 15469
 
13.5%
Other Punctuation 6896
 
6.0%
Uppercase Letter 499
 
0.4%
Lowercase Letter 440
 
0.4%
Dash Punctuation 358
 
0.3%
Close Punctuation 22
 
< 0.1%
Open Punctuation 22
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
ㅇ 1923
 
9.8%
ㅅ 1212
 
6.2%
ㄱ 1096
 
5.6%
ㅂ 873
 
4.5%
ㅎ 701
 
3.6%
김 647
 
3.3%
ㄴ 626
 
3.2%
ㅈ 596
 
3.0%
이 587
 
3.0%
ㅁ 582
 
3.0%
Other values (530) 10705
54.8%
Lowercase Letter
ValueCountFrequency (%)
o 98
22.3%
s 36
 
8.2%
w 27
 
6.1%
c 24
 
5.5%
d 24
 
5.5%
m 23
 
5.2%
g 23
 
5.2%
b 19
 
4.3%
e 19
 
4.3%
t 18
 
4.1%
Other values (14) 129
29.3%
Uppercase Letter
ValueCountFrequency (%)
O 94
18.8%
C 49
 
9.8%
B 37
 
7.4%
M 37
 
7.4%
S 29
 
5.8%
W 24
 
4.8%
K 24
 
4.8%
A 22
 
4.4%
R 22
 
4.4%
D 19
 
3.8%
Other values (13) 142
28.5%
Decimal Number
ValueCountFrequency (%)
8 13864
19.5%
1 9675
13.6%
3 9248
13.0%
9 7488
10.6%
2 5937
8.4%
7 5507
 
7.8%
4 5460
 
7.7%
5 4969
 
7.0%
6 4418
 
6.2%
0 4362
 
6.1%
Other Punctuation
ValueCountFrequency (%)
. 6895
> 99.9%
, 1
 
< 0.1%
Space Separator
ValueCountFrequency (%)
15469
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 358
100.0%
Close Punctuation
ValueCountFrequency (%)
] 22
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 22
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 93695
82.1%
Hangul 19548
 
17.1%
Latin 939
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
ㅇ 1923
 
9.8%
ㅅ 1212
 
6.2%
ㄱ 1096
 
5.6%
ㅂ 873
 
4.5%
ㅎ 701
 
3.6%
김 647
 
3.3%
ㄴ 626
 
3.2%
ㅈ 596
 
3.0%
이 587
 
3.0%
ㅁ 582
 
3.0%
Other values (530) 10705
54.8%
Latin
ValueCountFrequency (%)
o 98
 
10.4%
O 94
 
10.0%
C 49
 
5.2%
B 37
 
3.9%
M 37
 
3.9%
s 36
 
3.8%
S 29
 
3.1%
w 27
 
2.9%
W 24
 
2.6%
K 24
 
2.6%
Other values (37) 484
51.5%
Common
ValueCountFrequency (%)
15469
16.5%
8 13864
14.8%
1 9675
10.3%
3 9248
9.9%
9 7488
8.0%
. 6895
7.4%
2 5937
 
6.3%
7 5507
 
5.9%
4 5460
 
5.8%
5 4969
 
5.3%
Other values (6) 9183
9.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 94634
82.9%
Compat Jamo 9786
 
8.6%
Hangul 9762
 
8.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
15469
16.3%
8 13864
14.7%
1 9675
10.2%
3 9248
9.8%
9 7488
7.9%
. 6895
7.3%
2 5937
 
6.3%
7 5507
 
5.8%
4 5460
 
5.8%
5 4969
 
5.3%
Other values (53) 10122
10.7%
Compat Jamo
ValueCountFrequency (%)
ㅇ 1923
19.7%
ㅅ 1212
12.4%
ㄱ 1096
11.2%
ㅂ 873
8.9%
ㅎ 701
 
7.2%
ㄴ 626
 
6.4%
ㅈ 596
 
6.1%
ㅁ 582
 
5.9%
ㅊ 511
 
5.2%
ㄷ 495
 
5.1%
Other values (9) 1171
12.0%
Hangul
ValueCountFrequency (%)
김 647
 
6.6%
이 587
 
6.0%
박 248
 
2.5%
비 191
 
2.0%
마 184
 
1.9%
그 174
 
1.8%
정 165
 
1.7%
네 158
 
1.6%
송 146
 
1.5%
신 140
 
1.4%
Other values (511) 7122
73.0%

대출일
Date

Distinct47
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2022-08-01 00:00:00
Maximum2022-09-17 00:00:00
2023-12-13T00:10:20.863325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:10:21.030967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)

Correlations

2023-12-13T00:10:21.158407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소장처대출일
소장처1.0000.441
대출일0.4411.000

Missing values

2023-12-13T00:10:18.078950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:10:18.206416image/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

소장처서명등록번호분류기호대출일
51932이천시립도서관Why? 왕자와 공주EM0000182712911 와69ㅇ 122022-08-23
57201동양작은도서관삐딱한 K의 재습기 . 1 , 충치영웅 플라그 모험을 떠나다DY0000011435813.8 강1ㅃ2022-08-26
59147이천시립청미도서관Judy Moody the Doctor Is In!JM0000039663843 M478j 52022-08-27
46998이천시립어린이도서관(반지의)얼렁뚱땅 비밀일기 . 22권KM0000057137813.8 반75ㅂ 222022-08-21
41823이천시립청미도서관(코믹 메이플스토리)수학도둑 : 응용편 . 87JM0000055539410 송25ㅅ 872022-08-19
68566이천시립마장도서관(The)WhatsitME0000024427740.8 O98o 5-72022-08-31
63903이천시립청미도서관At schoolJM0000015483747 옥58ㅎ 1-12022-08-30
20741이천시립마장도서관My friend bearME0000034418843 A339m2022-08-10
58080이천시립도서관카네기 인간관계론 : 행복한 성공의 바이블EM0000252095331.18 카193ㅋ2022-08-27
85667이천시립어린이도서관쿠키런 서바이벌 대작전 : 안전상식 학습만화 . 38 , 수상한 만남 편KM0000060940372.42 김11ㅋ 382022-09-13
소장처서명등록번호분류기호대출일
62317이천시립어린이도서관[천책173-1] 춤을 출 거예요BM0000039117813.8 강13ㅊ2022-08-28
29414이천시립마장도서관끝없는 세상 켄 폴릿 장편소설 2ME0000023084843 폴299ㄲ 22022-08-13
48647이천시립도서관찰스 슈왑 투자 불변의 법칙 : 주식투자와 대중화를 이끈 찰스 슈왑의 투자 원칙과 철학EM0000246266327.856 슈66ㅊ2022-08-21
71713이천시립도서관기도 내려놓기EM0000206733224.3 법297ㄱ2022-09-02
17839증포작은도서관(C-3)투명한 아이JP0000011541813.7 안3ㅌ2022-08-09
22416이천시립도서관애쓰고 있다는 걸 알아EM0000238716818 김67ㅇ2022-08-10
93290이천시립도서관해리포터와 비밀의 방 .제2권ⅡEM0000210182843 롤299ㅎ 2-22022-09-16
70685대월작은도서관Go Go 카카오프렌즈 : 세계 역사 문화 체험 학습만화 . 7 , 독일DA0000003143980.2 김39ㄱ 72022-09-01
51962이천시립어린이도서관[천책34-5] 씩씩한 마들린느BM0000038435808.9 네43ㅅ 172022-08-23
10134이천시립효양도서관정보검색의 세계HE0000040739025.25 이57ㅈ2022-08-05

Duplicate rows

Most frequently occurring

소장처서명등록번호분류기호대출일# duplicates
12이천시립어린이도서관[천책8-4] 고양이는 나만 따라 해 : 권유덕 그림책BM0000038305813.8 권67ㄱ2022-08-133
0사동누리작은도서관나는 까칠하게 살기로 했다 : 상처받지 않고 사람을 움직이는 관계의 심리학NR0000007014189.2 양82ㄴ2022-08-032
1사동누리작은도서관절대 잊지마 : 미셸 뷔시 장편소설NR0000007705863 미54ㅈ2022-08-012
2사동누리작은도서관종이 봉지 공주NR0000004077843 로44ㅈ2022-08-022
3이천시립도서관Red Deal 피 같은 당신의 돈이 새고 있다!EM0000205991329.2 이74ㄹ2022-08-262
4이천시립도서관그림으로 보는 동물EM0000232256491.508 하69ㄱ2022-09-172
5이천시립도서관함께 연극을 즐겨요 : '용과 용의 대격전' 연극 영화 대본 수록EM0000253459670 지58ㅎ2022-08-192
6이천시립마장도서관잘했고 잘하고 있고 잘 될 것이다ME0000038699818 정64ㅈ2022-08-142
7이천시립어린이도서관[천책15-5] 고녀석 맛있겠다BM0000038340833.8 미62ㄱ 12022-09-142
8이천시립어린이도서관[천책23-5] 나는 당신을 믿어요BM0000038380833.8 미62ㄱ 102022-09-132