Overview

Dataset statistics

Number of variables7
Number of observations3655
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory203.6 KiB
Average record size in memory57.0 B

Variable types

Numeric1
Text5
Categorical1

Dataset

Description대구광역시립달성도서관 2024년 1분기의 신착도서목록이다. 청구기호, 서명, 저자, 발행자 등의 정보가 담겨져 있다.
Author대구광역시교육청 대구광역시립달성도서관
URLhttps://www.data.go.kr/data/15073975/fileData.do

Alerts

발행년 is highly imbalanced (59.2%)Imbalance
번호 has unique valuesUnique
등록번호 has unique valuesUnique

Reproduction

Analysis started2024-04-06 08:27:23.876986
Analysis finished2024-04-06 08:27:27.347333
Duration3.47 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct3655
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1828
Minimum1
Maximum3655
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size32.3 KiB
2024-04-06T17:27:27.543177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile183.7
Q1914.5
median1828
Q32741.5
95-th percentile3472.3
Maximum3655
Range3654
Interquartile range (IQR)1827

Descriptive statistics

Standard deviation1055.2519
Coefficient of variation (CV)0.5772713
Kurtosis-1.2
Mean1828
Median Absolute Deviation (MAD)914
Skewness0
Sum6681340
Variance1113556.7
MonotonicityStrictly increasing
2024-04-06T17:27:27.935652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
2429 1
 
< 0.1%
2431 1
 
< 0.1%
2432 1
 
< 0.1%
2433 1
 
< 0.1%
2434 1
 
< 0.1%
2435 1
 
< 0.1%
2436 1
 
< 0.1%
2437 1
 
< 0.1%
2438 1
 
< 0.1%
Other values (3645) 3645
99.7%
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 (%)
3655 1
< 0.1%
3654 1
< 0.1%
3653 1
< 0.1%
3652 1
< 0.1%
3651 1
< 0.1%
3650 1
< 0.1%
3649 1
< 0.1%
3648 1
< 0.1%
3647 1
< 0.1%
3646 1
< 0.1%

등록번호
Text

UNIQUE 

Distinct3655
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size28.7 KiB
2024-04-06T17:27:28.400258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters43860
Distinct characters15
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

Unique3655 ?
Unique (%)100.0%

Sample

1st rowBPE000004370
2nd rowBPE000004371
3rd rowBPE000004372
4th rowBPE000004373
5th rowBPE000004374
ValueCountFrequency (%)
bpe000004370 1
 
< 0.1%
bpg000256879 1
 
< 0.1%
bpg000256893 1
 
< 0.1%
bpg000256882 1
 
< 0.1%
bpg000256883 1
 
< 0.1%
bpg000256884 1
 
< 0.1%
bpg000256885 1
 
< 0.1%
bpg000256886 1
 
< 0.1%
bpg000256887 1
 
< 0.1%
bpg000256888 1
 
< 0.1%
Other values (3645) 3645
99.7%
2024-04-06T17:27:29.084641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 12320
28.1%
5 4919
 
11.2%
2 4776
 
10.9%
B 3655
 
8.3%
P 3655
 
8.3%
G 3572
 
8.1%
7 2135
 
4.9%
3 1972
 
4.5%
4 1783
 
4.1%
6 1369
 
3.1%
Other values (5) 3704
 
8.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 32895
75.0%
Uppercase Letter 10965
 
25.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 12320
37.5%
5 4919
 
15.0%
2 4776
 
14.5%
7 2135
 
6.5%
3 1972
 
6.0%
4 1783
 
5.4%
6 1369
 
4.2%
8 1299
 
3.9%
9 1246
 
3.8%
1 1076
 
3.3%
Uppercase Letter
ValueCountFrequency (%)
B 3655
33.3%
P 3655
33.3%
G 3572
32.6%
M 50
 
0.5%
E 33
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 32895
75.0%
Latin 10965
 
25.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 12320
37.5%
5 4919
 
15.0%
2 4776
 
14.5%
7 2135
 
6.5%
3 1972
 
6.0%
4 1783
 
5.4%
6 1369
 
4.2%
8 1299
 
3.9%
9 1246
 
3.8%
1 1076
 
3.3%
Latin
ValueCountFrequency (%)
B 3655
33.3%
P 3655
33.3%
G 3572
32.6%
M 50
 
0.5%
E 33
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 43860
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 12320
28.1%
5 4919
 
11.2%
2 4776
 
10.9%
B 3655
 
8.3%
P 3655
 
8.3%
G 3572
 
8.1%
7 2135
 
4.9%
3 1972
 
4.5%
4 1783
 
4.1%
6 1369
 
3.1%
Other values (5) 3704
 
8.4%

청구기호
Text

Distinct3613
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Memory size28.7 KiB
2024-04-06T17:27:29.620876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length19
Mean length13.035841
Min length7

Characters and Unicode

Total characters47646
Distinct characters385
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

Unique3582 ?
Unique (%)98.0%

Sample

1st rowDV 688.2-밀233ㅅ
2nd rowDV 688.2-신51ㄱ
3rd rowDV 688.2-김73ㄱ
4th rowDV 688.3-코51ㄱ
5th rowDV 688.2-프235ㄴ
ValueCountFrequency (%)
j 780
 
12.9%
교(j 637
 
10.5%
ib(j 390
 
6.5%
mc 299
 
5.0%
청 117
 
1.9%
wj 50
 
0.8%
dv 33
 
0.5%
ib 29
 
0.5%
영 24
 
0.4%
향 14
 
0.2%
Other values (3606) 3666
60.7%
2024-04-06T17:27:30.578401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 4068
 
8.5%
3 3849
 
8.1%
8 3743
 
7.9%
1 3426
 
7.2%
2 2596
 
5.4%
2384
 
5.0%
9 2283
 
4.8%
. 2216
 
4.7%
5 2066
 
4.3%
4 1974
 
4.1%
Other values (375) 19041
40.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 24279
51.0%
Other Letter 7817
 
16.4%
Dash Punctuation 4068
 
8.5%
Uppercase Letter 3459
 
7.3%
Space Separator 2384
 
5.0%
Other Punctuation 2216
 
4.7%
Math Symbol 1317
 
2.8%
Close Punctuation 1027
 
2.2%
Open Punctuation 1027
 
2.2%
Lowercase Letter 52
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
ㅇ 818
 
10.5%
교 640
 
8.2%
김 387
 
5.0%
ㅅ 385
 
4.9%
ㄱ 322
 
4.1%
이 290
 
3.7%
ㄴ 275
 
3.5%
ㅈ 244
 
3.1%
ㅁ 238
 
3.0%
ㅂ 216
 
2.8%
Other values (325) 4002
51.2%
Uppercase Letter
ValueCountFrequency (%)
J 1858
53.7%
B 431
 
12.5%
I 419
 
12.1%
M 302
 
8.7%
C 301
 
8.7%
W 52
 
1.5%
D 37
 
1.1%
V 33
 
1.0%
S 5
 
0.1%
H 4
 
0.1%
Other values (7) 17
 
0.5%
Lowercase Letter
ValueCountFrequency (%)
w 8
15.4%
i 7
13.5%
s 7
13.5%
e 5
9.6%
b 4
7.7%
m 4
7.7%
n 2
 
3.8%
r 2
 
3.8%
t 2
 
3.8%
a 2
 
3.8%
Other values (7) 9
17.3%
Decimal Number
ValueCountFrequency (%)
3 3849
15.9%
8 3743
15.4%
1 3426
14.1%
2 2596
10.7%
9 2283
9.4%
5 2066
8.5%
4 1974
8.1%
7 1742
7.2%
6 1491
 
6.1%
0 1109
 
4.6%
Dash Punctuation
ValueCountFrequency (%)
- 4068
100.0%
Space Separator
ValueCountFrequency (%)
2384
100.0%
Other Punctuation
ValueCountFrequency (%)
. 2216
100.0%
Math Symbol
ValueCountFrequency (%)
= 1317
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1027
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1027
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 36318
76.2%
Hangul 7817
 
16.4%
Latin 3511
 
7.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
ㅇ 818
 
10.5%
교 640
 
8.2%
김 387
 
5.0%
ㅅ 385
 
4.9%
ㄱ 322
 
4.1%
이 290
 
3.7%
ㄴ 275
 
3.5%
ㅈ 244
 
3.1%
ㅁ 238
 
3.0%
ㅂ 216
 
2.8%
Other values (325) 4002
51.2%
Latin
ValueCountFrequency (%)
J 1858
52.9%
B 431
 
12.3%
I 419
 
11.9%
M 302
 
8.6%
C 301
 
8.6%
W 52
 
1.5%
D 37
 
1.1%
V 33
 
0.9%
w 8
 
0.2%
i 7
 
0.2%
Other values (24) 63
 
1.8%
Common
ValueCountFrequency (%)
- 4068
11.2%
3 3849
10.6%
8 3743
10.3%
1 3426
9.4%
2 2596
 
7.1%
2384
 
6.6%
9 2283
 
6.3%
. 2216
 
6.1%
5 2066
 
5.7%
4 1974
 
5.4%
Other values (6) 7713
21.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 39829
83.6%
Hangul 4416
 
9.3%
Compat Jamo 3401
 
7.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 4068
 
10.2%
3 3849
 
9.7%
8 3743
 
9.4%
1 3426
 
8.6%
2 2596
 
6.5%
2384
 
6.0%
9 2283
 
5.7%
. 2216
 
5.6%
5 2066
 
5.2%
4 1974
 
5.0%
Other values (40) 11224
28.2%
Compat Jamo
ValueCountFrequency (%)
ㅇ 818
24.1%
ㅅ 385
11.3%
ㄱ 322
 
9.5%
ㄴ 275
 
8.1%
ㅈ 244
 
7.2%
ㅁ 238
 
7.0%
ㅂ 216
 
6.4%
ㄷ 197
 
5.8%
ㅎ 187
 
5.5%
ㅊ 180
 
5.3%
Other values (9) 339
10.0%
Hangul
ValueCountFrequency (%)
교 640
 
14.5%
김 387
 
8.8%
이 290
 
6.6%
박 186
 
4.2%
정 119
 
2.7%
청 119
 
2.7%
최 117
 
2.6%
조 74
 
1.7%
신 72
 
1.6%
오 52
 
1.2%
Other values (306) 2360
53.4%

서명
Text

Distinct2665
Distinct (%)72.9%
Missing0
Missing (%)0.0%
Memory size28.7 KiB
2024-04-06T17:27:31.197110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length100
Median length63
Mean length24.453899
Min length1

Characters and Unicode

Total characters89379
Distinct characters1193
Distinct categories15 ?
Distinct scripts4 ?
Distinct blocks8 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2191 ?
Unique (%)59.9%

Sample

1st row3000년의 기다림 [비디오녹화자료]
2nd row겨울 이야기 [비디오 녹화자료]
3rd row경아의 딸 [비디오녹화자료]
4th row군다 [비디오녹화자료]=Gunda
5th row나의 이웃 히틀러 [비디오녹화자료]
ValueCountFrequency (%)
1752
 
7.2%
위한 197
 
0.8%
이야기 194
 
0.8%
세계 98
 
0.4%
우리 92
 
0.4%
내 86
 
0.4%
모든 81
 
0.3%
한 79
 
0.3%
1 79
 
0.3%
2 78
 
0.3%
Other values (8690) 21442
88.7%
2024-04-06T17:27:32.149366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
20523
 
23.0%
이 1755
 
2.0%
: 1732
 
1.9%
의 1491
 
1.7%
는 1438
 
1.6%
기 1025
 
1.1%
지 905
 
1.0%
한 893
 
1.0%
어 828
 
0.9%
가 824
 
0.9%
Other values (1183) 57965
64.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 59594
66.7%
Space Separator 20523
 
23.0%
Other Punctuation 3648
 
4.1%
Lowercase Letter 2349
 
2.6%
Decimal Number 1429
 
1.6%
Uppercase Letter 567
 
0.6%
Close Punctuation 566
 
0.6%
Open Punctuation 566
 
0.6%
Math Symbol 111
 
0.1%
Dash Punctuation 18
 
< 0.1%
Other values (5) 8
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 1755
 
2.9%
의 1491
 
2.5%
는 1438
 
2.4%
기 1025
 
1.7%
지 905
 
1.5%
한 893
 
1.5%
어 828
 
1.4%
가 824
 
1.4%
리 796
 
1.3%
사 738
 
1.2%
Other values (1084) 48901
82.1%
Lowercase Letter
ValueCountFrequency (%)
e 268
11.4%
o 241
 
10.3%
a 198
 
8.4%
t 185
 
7.9%
i 168
 
7.2%
n 164
 
7.0%
r 160
 
6.8%
s 123
 
5.2%
h 111
 
4.7%
l 100
 
4.3%
Other values (20) 631
26.9%
Uppercase Letter
ValueCountFrequency (%)
T 65
11.5%
I 63
11.1%
S 56
9.9%
G 51
 
9.0%
A 48
 
8.5%
P 42
 
7.4%
B 41
 
7.2%
D 27
 
4.8%
F 23
 
4.1%
N 21
 
3.7%
Other values (15) 130
22.9%
Other Punctuation
ValueCountFrequency (%)
: 1732
47.5%
, 797
21.8%
. 367
 
10.1%
! 294
 
8.1%
? 281
 
7.7%
· 69
 
1.9%
' 59
 
1.6%
& 28
 
0.8%
% 9
 
0.2%
/ 3
 
0.1%
Other values (4) 9
 
0.2%
Decimal Number
ValueCountFrequency (%)
1 343
24.0%
0 277
19.4%
2 244
17.1%
3 149
10.4%
4 104
 
7.3%
5 102
 
7.1%
6 61
 
4.3%
9 60
 
4.2%
7 47
 
3.3%
8 42
 
2.9%
Math Symbol
ValueCountFrequency (%)
= 68
61.3%
~ 36
32.4%
× 3
 
2.7%
+ 3
 
2.7%
| 1
 
0.9%
Close Punctuation
ValueCountFrequency (%)
) 523
92.4%
] 41
 
7.2%
』 1
 
0.2%
」 1
 
0.2%
Open Punctuation
ValueCountFrequency (%)
( 523
92.4%
[ 41
 
7.2%
「 1
 
0.2%
『 1
 
0.2%
Space Separator
ValueCountFrequency (%)
20523
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 18
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
100.0%
Modifier Symbol
ValueCountFrequency (%)
˚ 1
100.0%
Other Symbol
ValueCountFrequency (%)
℃ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 59561
66.6%
Common 26869
30.1%
Latin 2916
 
3.3%
Han 33
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 1755
 
2.9%
의 1491
 
2.5%
는 1438
 
2.4%
기 1025
 
1.7%
지 905
 
1.5%
한 893
 
1.5%
어 828
 
1.4%
가 824
 
1.4%
리 796
 
1.3%
사 738
 
1.2%
Other values (1053) 48868
82.0%
Latin
ValueCountFrequency (%)
e 268
 
9.2%
o 241
 
8.3%
a 198
 
6.8%
t 185
 
6.3%
i 168
 
5.8%
n 164
 
5.6%
r 160
 
5.5%
s 123
 
4.2%
h 111
 
3.8%
l 100
 
3.4%
Other values (45) 1198
41.1%
Common
ValueCountFrequency (%)
20523
76.4%
: 1732
 
6.4%
, 797
 
3.0%
) 523
 
1.9%
( 523
 
1.9%
. 367
 
1.4%
1 343
 
1.3%
! 294
 
1.1%
? 281
 
1.0%
0 277
 
1.0%
Other values (34) 1209
 
4.5%
Han
ValueCountFrequency (%)
下 2
 
6.1%
史 2
 
6.1%
字 1
 
3.0%
漢 1
 
3.0%
上 1
 
3.0%
法 1
 
3.0%
日 1
 
3.0%
秘 1
 
3.0%
每 1
 
3.0%
名 1
 
3.0%
Other values (21) 21
63.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 59536
66.6%
ASCII 29690
33.2%
None 86
 
0.1%
CJK 33
 
< 0.1%
Compat Jamo 25
 
< 0.1%
Punctuation 7
 
< 0.1%
Modifier Letters 1
 
< 0.1%
Letterlike Symbols 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
20523
69.1%
: 1732
 
5.8%
, 797
 
2.7%
) 523
 
1.8%
( 523
 
1.8%
. 367
 
1.2%
1 343
 
1.2%
! 294
 
1.0%
? 281
 
0.9%
0 277
 
0.9%
Other values (72) 4030
 
13.6%
Hangul
ValueCountFrequency (%)
이 1755
 
2.9%
의 1491
 
2.5%
는 1438
 
2.4%
기 1025
 
1.7%
지 905
 
1.5%
한 893
 
1.5%
어 828
 
1.4%
가 824
 
1.4%
리 796
 
1.3%
사 738
 
1.2%
Other values (1045) 48843
82.0%
None
ValueCountFrequency (%)
· 69
80.2%
é 3
 
3.5%
× 3
 
3.5%
＆ 3
 
3.5%
「 1
 
1.2%
ğ 1
 
1.2%
ş 1
 
1.2%
ü 1
 
1.2%
ç 1
 
1.2%
『 1
 
1.2%
Other values (2) 2
 
2.3%
Compat Jamo
ValueCountFrequency (%)
ㅇ 6
24.0%
ㅅ 5
20.0%
ㅎ 5
20.0%
ㄹ 2
 
8.0%
ㄱ 2
 
8.0%
ㄴ 2
 
8.0%
ㄷ 2
 
8.0%
ㆍ 1
 
4.0%
Punctuation
ValueCountFrequency (%)
… 3
42.9%
’ 2
28.6%
‘ 2
28.6%
CJK
ValueCountFrequency (%)
下 2
 
6.1%
史 2
 
6.1%
字 1
 
3.0%
漢 1
 
3.0%
上 1
 
3.0%
法 1
 
3.0%
日 1
 
3.0%
秘 1
 
3.0%
每 1
 
3.0%
名 1
 
3.0%
Other values (21) 21
63.6%
Modifier Letters
ValueCountFrequency (%)
˚ 1
100.0%
Letterlike Symbols
ValueCountFrequency (%)
℃ 1
100.0%

저자
Text

Distinct2518
Distinct (%)68.9%
Missing0
Missing (%)0.0%
Memory size28.7 KiB
2024-04-06T17:27:32.756979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length163
Median length72
Mean length16.202736
Min length3

Characters and Unicode

Total characters59221
Distinct characters755
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1980 ?
Unique (%)54.2%

Sample

1st row조지 밀러 감독
2nd row신상옥 감독
3rd row김정은 감독
4th row빅토르 코사코프스키 감독
5th row레오니드 프로도브스키 감독
ValueCountFrequency (%)
2844
 
15.7%
지음 1709
 
9.4%
그림 1574
 
8.7%
글 1303
 
7.2%
옮김 1054
 
5.8%
글·그림 266
 
1.5%
지은이 110
 
0.6%
by 78
 
0.4%
외 67
 
0.4%
원작 53
 
0.3%
Other values (4474) 9029
49.9%
2024-04-06T17:27:33.778108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
14448
24.4%
; 2842
 
4.8%
지 2262
 
3.8%
그 1943
 
3.3%
김 1938
 
3.3%
림 1905
 
3.2%
음 1766
 
3.0%
글 1656
 
2.8%
이 1459
 
2.5%
옮 1087
 
1.8%
Other values (745) 27915
47.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 38390
64.8%
Space Separator 14448
 
24.4%
Other Punctuation 3983
 
6.7%
Lowercase Letter 1854
 
3.1%
Uppercase Letter 337
 
0.6%
Close Punctuation 84
 
0.1%
Open Punctuation 84
 
0.1%
Dash Punctuation 26
 
< 0.1%
Decimal Number 12
 
< 0.1%
Math Symbol 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 2262
 
5.9%
그 1943
 
5.1%
김 1938
 
5.0%
림 1905
 
5.0%
음 1766
 
4.6%
글 1656
 
4.3%
이 1459
 
3.8%
옮 1087
 
2.8%
스 640
 
1.7%
정 607
 
1.6%
Other values (673) 23127
60.2%
Lowercase Letter
ValueCountFrequency (%)
e 219
11.8%
t 210
11.3%
r 174
9.4%
n 159
8.6%
a 156
8.4%
i 146
 
7.9%
l 114
 
6.1%
y 107
 
5.8%
s 92
 
5.0%
b 88
 
4.7%
Other values (14) 389
21.0%
Uppercase Letter
ValueCountFrequency (%)
H 34
 
10.1%
S 31
 
9.2%
J 27
 
8.0%
K 24
 
7.1%
M 23
 
6.8%
B 23
 
6.8%
T 20
 
5.9%
C 18
 
5.3%
D 18
 
5.3%
L 16
 
4.7%
Other values (14) 103
30.6%
Other Punctuation
ValueCountFrequency (%)
; 2842
71.4%
, 545
 
13.7%
· 290
 
7.3%
: 256
 
6.4%
. 47
 
1.2%
& 2
 
0.1%
' 1
 
< 0.1%
Decimal Number
ValueCountFrequency (%)
7 4
33.3%
5 3
25.0%
4 2
16.7%
9 1
 
8.3%
2 1
 
8.3%
3 1
 
8.3%
Close Punctuation
ValueCountFrequency (%)
] 68
81.0%
) 10
 
11.9%
」 6
 
7.1%
Open Punctuation
ValueCountFrequency (%)
[ 68
81.0%
( 10
 
11.9%
「 6
 
7.1%
Math Symbol
ValueCountFrequency (%)
< 1
50.0%
> 1
50.0%
Space Separator
ValueCountFrequency (%)
14448
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 26
100.0%
Nonspacing Mark
ValueCountFrequency (%)
̈ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 38390
64.8%
Common 18639
31.5%
Latin 2191
 
3.7%
Inherited 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 2262
 
5.9%
그 1943
 
5.1%
김 1938
 
5.0%
림 1905
 
5.0%
음 1766
 
4.6%
글 1656
 
4.3%
이 1459
 
3.8%
옮 1087
 
2.8%
스 640
 
1.7%
정 607
 
1.6%
Other values (673) 23127
60.2%
Latin
ValueCountFrequency (%)
e 219
 
10.0%
t 210
 
9.6%
r 174
 
7.9%
n 159
 
7.3%
a 156
 
7.1%
i 146
 
6.7%
l 114
 
5.2%
y 107
 
4.9%
s 92
 
4.2%
b 88
 
4.0%
Other values (38) 726
33.1%
Common
ValueCountFrequency (%)
14448
77.5%
; 2842
 
15.2%
, 545
 
2.9%
· 290
 
1.6%
: 256
 
1.4%
] 68
 
0.4%
[ 68
 
0.4%
. 47
 
0.3%
- 26
 
0.1%
) 10
 
0.1%
Other values (13) 39
 
0.2%
Inherited
ValueCountFrequency (%)
̈ 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 38388
64.8%
ASCII 20528
34.7%
None 302
 
0.5%
Compat Jamo 2
 
< 0.1%
Diacriticals 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
14448
70.4%
; 2842
 
13.8%
, 545
 
2.7%
: 256
 
1.2%
e 219
 
1.1%
t 210
 
1.0%
r 174
 
0.8%
n 159
 
0.8%
a 156
 
0.8%
i 146
 
0.7%
Other values (58) 1373
 
6.7%
Hangul
ValueCountFrequency (%)
지 2262
 
5.9%
그 1943
 
5.1%
김 1938
 
5.0%
림 1905
 
5.0%
음 1766
 
4.6%
글 1656
 
4.3%
이 1459
 
3.8%
옮 1087
 
2.8%
스 640
 
1.7%
정 607
 
1.6%
Other values (672) 23125
60.2%
None
ValueCountFrequency (%)
· 290
96.0%
「 6
 
2.0%
」 6
 
2.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 2
100.0%
Diacriticals
ValueCountFrequency (%)
̈ 1
100.0%

발행자
Text

Distinct1271
Distinct (%)34.8%
Missing0
Missing (%)0.0%
Memory size28.7 KiB
2024-04-06T17:27:34.489942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length27
Mean length4.9934337
Min length1

Characters and Unicode

Total characters18251
Distinct characters622
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique724 ?
Unique (%)19.8%

Sample

1st row아이브엔터테인먼트 [판매]
2nd row아트비전 [제작]
3rd row미디어허브 [제작]
4th row올댓씨 [제작]
5th row미디어 허브
ValueCountFrequency (%)
주니어김영사 52
 
1.3%
다산어린이 48
 
1.2%
비룡소 42
 
1.1%
책읽는곰 42
 
1.1%
휴먼어린이 37
 
0.9%
위즈덤하우스 37
 
0.9%
창비 37
 
0.9%
아울북 35
 
0.9%
뭉치 33
 
0.8%
문학동네 29
 
0.7%
Other values (1343) 3531
90.0%
2024-04-06T17:27:35.379471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 624
 
3.4%
이 554
 
3.0%
북 535
 
2.9%
어 468
 
2.6%
사 462
 
2.5%
아 269
 
1.5%
268
 
1.5%
리 253
 
1.4%
( 246
 
1.3%
) 246
 
1.3%
Other values (612) 14326
78.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 15113
82.8%
Lowercase Letter 1678
 
9.2%
Uppercase Letter 560
 
3.1%
Space Separator 268
 
1.5%
Open Punctuation 263
 
1.4%
Close Punctuation 263
 
1.4%
Decimal Number 72
 
0.4%
Other Punctuation 31
 
0.2%
Dash Punctuation 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 624
 
4.1%
이 554
 
3.7%
북 535
 
3.5%
어 468
 
3.1%
사 462
 
3.1%
아 269
 
1.8%
리 253
 
1.7%
주 216
 
1.4%
비 215
 
1.4%
린 209
 
1.4%
Other values (540) 11308
74.8%
Uppercase Letter
ValueCountFrequency (%)
B 89
15.9%
K 44
 
7.9%
R 41
 
7.3%
S 39
 
7.0%
H 38
 
6.8%
M 33
 
5.9%
P 29
 
5.2%
J 22
 
3.9%
N 21
 
3.8%
L 20
 
3.6%
Other values (16) 184
32.9%
Lowercase Letter
ValueCountFrequency (%)
o 231
13.8%
i 162
9.7%
e 157
9.4%
a 155
9.2%
r 132
 
7.9%
s 129
 
7.7%
n 112
 
6.7%
k 99
 
5.9%
t 65
 
3.9%
u 63
 
3.8%
Other values (15) 373
22.2%
Other Punctuation
ValueCountFrequency (%)
& 12
38.7%
' 5
16.1%
# 4
 
12.9%
. 3
 
9.7%
· 3
 
9.7%
, 2
 
6.5%
; 1
 
3.2%
% 1
 
3.2%
Decimal Number
ValueCountFrequency (%)
2 33
45.8%
1 30
41.7%
5 3
 
4.2%
8 2
 
2.8%
4 2
 
2.8%
7 1
 
1.4%
6 1
 
1.4%
Open Punctuation
ValueCountFrequency (%)
( 246
93.5%
[ 17
 
6.5%
Close Punctuation
ValueCountFrequency (%)
) 246
93.5%
] 17
 
6.5%
Space Separator
ValueCountFrequency (%)
268
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 15104
82.8%
Latin 2238
 
12.3%
Common 900
 
4.9%
Han 9
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 624
 
4.1%
이 554
 
3.7%
북 535
 
3.5%
어 468
 
3.1%
사 462
 
3.1%
아 269
 
1.8%
리 253
 
1.7%
주 216
 
1.4%
비 215
 
1.4%
린 209
 
1.4%
Other values (533) 11299
74.8%
Latin
ValueCountFrequency (%)
o 231
 
10.3%
i 162
 
7.2%
e 157
 
7.0%
a 155
 
6.9%
r 132
 
5.9%
s 129
 
5.8%
n 112
 
5.0%
k 99
 
4.4%
B 89
 
4.0%
t 65
 
2.9%
Other values (41) 907
40.5%
Common
ValueCountFrequency (%)
268
29.8%
( 246
27.3%
) 246
27.3%
2 33
 
3.7%
1 30
 
3.3%
] 17
 
1.9%
[ 17
 
1.9%
& 12
 
1.3%
' 5
 
0.6%
# 4
 
0.4%
Other values (11) 22
 
2.4%
Han
ValueCountFrequency (%)
玄 2
22.2%
人 2
22.2%
冊 1
11.1%
知 1
11.1%
文 1
11.1%
堂 1
11.1%
普 1
11.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 15103
82.8%
ASCII 3135
 
17.2%
CJK 9
 
< 0.1%
None 3
 
< 0.1%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 624
 
4.1%
이 554
 
3.7%
북 535
 
3.5%
어 468
 
3.1%
사 462
 
3.1%
아 269
 
1.8%
리 253
 
1.7%
주 216
 
1.4%
비 215
 
1.4%
린 209
 
1.4%
Other values (532) 11298
74.8%
ASCII
ValueCountFrequency (%)
268
 
8.5%
( 246
 
7.8%
) 246
 
7.8%
o 231
 
7.4%
i 162
 
5.2%
e 157
 
5.0%
a 155
 
4.9%
r 132
 
4.2%
s 129
 
4.1%
n 112
 
3.6%
Other values (61) 1297
41.4%
None
ValueCountFrequency (%)
· 3
100.0%
CJK
ValueCountFrequency (%)
玄 2
22.2%
人 2
22.2%
冊 1
11.1%
知 1
11.1%
文 1
11.1%
堂 1
11.1%
普 1
11.1%
Compat Jamo
ValueCountFrequency (%)
ㅂ 1
100.0%

발행년
Categorical

IMBALANCE 

Distinct25
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size28.7 KiB
2023
2473 
2022
370 
2021
 
233
2024
 
173
2020
 
116
Other values (20)
290 

Length

Max length6
Median length4
Mean length4.0060192
Min length4

Unique

Unique3 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
2023 2473
67.7%
2022 370
 
10.1%
2021 233
 
6.4%
2024 173
 
4.7%
2020 116
 
3.2%
2019 80
 
2.2%
2018 44
 
1.2%
2015 35
 
1.0%
2016 27
 
0.7%
2017 20
 
0.5%
Other values (15) 84
 
2.3%

Length

2024-04-06T17:27:35.663286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2023 2480
67.9%
2022 370
 
10.1%
2021 233
 
6.4%
2024 173
 
4.7%
2020 116
 
3.2%
2019 81
 
2.2%
2018 47
 
1.3%
2015 35
 
1.0%
2016 27
 
0.7%
2017 20
 
0.5%
Other values (12) 73
 
2.0%

Interactions

2024-04-06T17:27:26.680179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T17:27:35.883698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호발행년
번호1.0000.597
발행년0.5971.000
2024-04-06T17:27:36.052186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호발행년
번호1.0000.255
발행년0.2551.000

Missing values

2024-04-06T17:27:26.957790image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:27:27.247181image/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

번호등록번호청구기호서명저자발행자발행년
01BPE000004370DV 688.2-밀233ㅅ3000년의 기다림 [비디오녹화자료]조지 밀러 감독아이브엔터테인먼트 [판매]2023
12BPE000004371DV 688.2-신51ㄱ겨울 이야기 [비디오 녹화자료]신상옥 감독아트비전 [제작]2023
23BPE000004372DV 688.2-김73ㄱ경아의 딸 [비디오녹화자료]김정은 감독미디어허브 [제작]2023
34BPE000004373DV 688.3-코51ㄱ군다 [비디오녹화자료]=Gunda빅토르 코사코프스키 감독올댓씨 [제작]2023
45BPE000004374DV 688.2-프235ㄴ나의 이웃 히틀러 [비디오녹화자료]레오니드 프로도브스키 감독미디어 허브2023
56BPE000004375DV 688.2-아215ㄴ노트르담 온 파이어 [비디오녹화자료]장 자크 아노 감독디온2023
67BPE000004376DV 688.2-맥18ㄴ니콜라스 니클비 [비디오녹화자료]더글러스 맥그래스 감독미디어 연가 [제작]2023
78BPE000004377DV 688.6-쿡43ㄷ다이노소어 어드벤처 [비디오녹화자료]베리 쿡,닐 나이팅게일 [공]감독다온미디어2023
89BPE000004378DV 688.2-세228ㄷ더 매치 [비디오 녹화자료]=The match : 1994도미닉 세들러,자코브 세들러 [공]감독비디오여행 [제작·판매]2023
910BPE000004379DV 688.2-아235ㄷ더 웨일 [비디오녹화자료]대런 아로노프스키 감독노바미디어2023
번호등록번호청구기호서명저자발행자발행년
36453646BPM000001593WJ 843-D85eEmma on Marswritten by Billy Dunne ; illustrated by Vanessa PortMaverick Arts Publishing2021
36463647BPM000001594WJ 843-G26nNight creatures : a lift-the-flap book[adapted by Rebecca Gerlings]Ladybird Books2019
36473648BPM000001595WJ 843-T58mMrs Zoom and the blue rocketwritten by John Townsend ; illustrated by Isobel LundieSalariya2022
36483649BPM000001596WJ 843-T58mMr Chug and the red tractorwritten by John Townsend ; illustrated by Isobel LundieSalariya2022
36493650BPM000001597WJ 823.7-L48lLeilong the library buswrittne by Julia Liu ; illustrated by Bei Lin ; translated by Helen WangGecko Press2021
36503651BPM000001598WJ 375.1-B14tTime for school, Baby Shark : doo doo doo doo doo doo[illustrated by John John Bajet]Scholastic2021
36513652BPM000001599WJ 863-B86nNooo! not the dentist!Stephanie Blake ; translated by Linda BurgessGecko Press2023
36523653BPM000001600WJ 843-M85e-1Emerald and the ocean paradewritten by Harriet MuncasterOxford University2023
36533654BPM000001601WJ 843-S72iI will read to youwritten by Gideon Sterer ; illustrated by Charles SantosoLittle, Brown and Company2023
36543655BPM000001602WJ 843-A74rRaccoon and the hot air balloonwritten by Jill Atkins ; illustrated by Kristen HumphreyMaverick Arts Publishing2021