Overview

Dataset statistics

Number of variables6
Number of observations10000
Missing cells85
Missing cells (%)0.1%
Duplicate rows167
Duplicate rows (%)1.7%
Total size in memory546.9 KiB
Average record size in memory56.0 B

Variable types

Categorical1
Text3
DateTime2

Dataset

Description충청남도 천안시 중앙도서관 외 7개 도서관 및 원성2동작은도서관 외 14개 작은도서관의 신착도서 건수 항목의 정보를 제공합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=397&beforeMenuCd=DOM_000000201001001000&publicdatapk=3040229

Alerts

Dataset has 167 (1.7%) duplicate rowsDuplicates

Reproduction

Analysis started2024-01-09 20:36:05.122705
Analysis finished2024-01-09 20:36:07.275213
Duration2.15 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

관리구분
Categorical

Distinct23
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
두정도서관
4288 
청수도서관
1106 
천안시중앙도서관
828 
신방도서관
750 
쌍용도서관
719 
Other values (18)
2309 

Length

Max length11
Median length5
Mean length5.5837
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row두정도서관
2nd row두정도서관
3rd row두정도서관
4th row두정도서관
5th row청수도서관

Common Values

ValueCountFrequency (%)
두정도서관 4288
42.9%
청수도서관 1106
 
11.1%
천안시중앙도서관 828
 
8.3%
신방도서관 750
 
7.5%
쌍용도서관 719
 
7.2%
도솔도서관 654
 
6.5%
성거도서관 450
 
4.5%
아우내도서관 274
 
2.7%
중앙동작은도서관 174
 
1.7%
신안동작은도서관 104
 
1.0%
Other values (13) 653
 
6.5%

Length

2024-01-10T05:36:07.352060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
두정도서관 4288
42.9%
청수도서관 1106
 
11.1%
천안시중앙도서관 828
 
8.3%
신방도서관 750
 
7.5%
쌍용도서관 719
 
7.2%
도솔도서관 654
 
6.5%
성거도서관 450
 
4.5%
아우내도서관 274
 
2.7%
중앙동작은도서관 174
 
1.7%
신안동작은도서관 104
 
1.0%
Other values (13) 653
 
6.5%

서명
Text

Distinct9077
Distinct (%)90.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2024-01-10T05:36:07.685403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length158
Median length96
Mean length19.0426
Min length1

Characters and Unicode

Total characters190426
Distinct characters1847
Distinct categories16 ?
Distinct scripts6 ?
Distinct blocks12 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8461 ?
Unique (%)84.6%

Sample

1st row(2007 대비)시사일반상식
2nd row중국고대화론유편
3rd row실해석학
4th row청소년을 위한 이야기 성서
5th row하루 한 시간, 엄마의 시간 :삶과 육아의 균형을 되찾는다
ValueCountFrequency (%)
위한 274
 
0.6%
이야기 251
 
0.6%
장편소설 248
 
0.6%
the 234
 
0.5%
내 160
 
0.4%
of 132
 
0.3%
우리 111
 
0.3%
나는 109
 
0.2%
and 108
 
0.2%
108
 
0.2%
Other values (20256) 42117
96.0%
2024-01-10T05:36:08.262411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
35841
 
18.8%
의 3478
 
1.8%
이 3431
 
1.8%
: 3321
 
1.7%
는 2709
 
1.4%
e 2322
 
1.2%
기 1867
 
1.0%
한 1755
 
0.9%
가 1748
 
0.9%
사 1724
 
0.9%
Other values (1837) 132230
69.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 119362
62.7%
Space Separator 35842
 
18.8%
Lowercase Letter 18797
 
9.9%
Other Punctuation 5775
 
3.0%
Uppercase Letter 4829
 
2.5%
Decimal Number 2544
 
1.3%
Open Punctuation 1358
 
0.7%
Close Punctuation 1357
 
0.7%
Math Symbol 408
 
0.2%
Dash Punctuation 117
 
0.1%
Other values (6) 37
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
의 3478
 
2.9%
이 3431
 
2.9%
는 2709
 
2.3%
기 1867
 
1.6%
한 1755
 
1.5%
가 1748
 
1.5%
사 1724
 
1.4%
리 1602
 
1.3%
지 1585
 
1.3%
다 1469
 
1.2%
Other values (1718) 97994
82.1%
Lowercase Letter
ValueCountFrequency (%)
e 2322
12.4%
o 1611
 
8.6%
a 1606
 
8.5%
t 1420
 
7.6%
i 1409
 
7.5%
n 1372
 
7.3%
r 1329
 
7.1%
s 1185
 
6.3%
l 854
 
4.5%
h 809
 
4.3%
Other values (16) 4880
26.0%
Uppercase Letter
ValueCountFrequency (%)
T 427
 
8.8%
A 399
 
8.3%
S 348
 
7.2%
E 294
 
6.1%
I 274
 
5.7%
C 268
 
5.5%
O 258
 
5.3%
M 243
 
5.0%
R 241
 
5.0%
N 218
 
4.5%
Other values (16) 1859
38.5%
Other Punctuation
ValueCountFrequency (%)
: 3321
57.5%
, 926
 
16.0%
! 497
 
8.6%
? 410
 
7.1%
' 202
 
3.5%
. 163
 
2.8%
· 134
 
2.3%
& 27
 
0.5%
/ 24
 
0.4%
＆ 19
 
0.3%
Other values (11) 52
 
0.9%
Decimal Number
ValueCountFrequency (%)
0 653
25.7%
1 605
23.8%
2 365
14.3%
3 224
 
8.8%
5 168
 
6.6%
9 129
 
5.1%
7 115
 
4.5%
4 110
 
4.3%
6 94
 
3.7%
8 81
 
3.2%
Close Punctuation
ValueCountFrequency (%)
) 1301
95.9%
] 47
 
3.5%
』 4
 
0.3%
」 2
 
0.1%
） 1
 
0.1%
〉 1
 
0.1%
》 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 1301
95.8%
[ 47
 
3.5%
『 5
 
0.4%
「 2
 
0.1%
（ 1
 
0.1%
〈 1
 
0.1%
《 1
 
0.1%
Math Symbol
ValueCountFrequency (%)
= 360
88.2%
~ 23
 
5.6%
+ 13
 
3.2%
× 5
 
1.2%
> 3
 
0.7%
< 3
 
0.7%
∼ 1
 
0.2%
Letter Number
ValueCountFrequency (%)
Ⅰ 3
42.9%
Ⅱ 1
 
14.3%
Ⅳ 1
 
14.3%
Ⅵ 1
 
14.3%
ⅹ 1
 
14.3%
Space Separator
ValueCountFrequency (%)
35841
> 99.9%
　 1
 
< 0.1%
Dash Punctuation
ValueCountFrequency (%)
- 116
99.1%
― 1
 
0.9%
Modifier Symbol
ValueCountFrequency (%)
` 13
86.7%
´ 2
 
13.3%
Final Punctuation
ValueCountFrequency (%)
’ 6
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 6
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%
Other Symbol
ValueCountFrequency (%)
★ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 118083
62.0%
Common 47431
24.9%
Latin 23633
 
12.4%
Han 1216
 
0.6%
Katakana 37
 
< 0.1%
Hiragana 26
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
의 3478
 
2.9%
이 3431
 
2.9%
는 2709
 
2.3%
기 1867
 
1.6%
한 1755
 
1.5%
가 1748
 
1.5%
사 1724
 
1.5%
리 1602
 
1.4%
지 1585
 
1.3%
다 1469
 
1.2%
Other values (1243) 96715
81.9%
Han
ValueCountFrequency (%)
國 59
 
4.9%
學 41
 
3.4%
韓 33
 
2.7%
史 31
 
2.5%
論 23
 
1.9%
法 22
 
1.8%
語 18
 
1.5%
新 18
 
1.5%
硏 16
 
1.3%
究 16
 
1.3%
Other values (428) 939
77.2%
Common
ValueCountFrequency (%)
35841
75.6%
: 3321
 
7.0%
) 1301
 
2.7%
( 1301
 
2.7%
, 926
 
2.0%
0 653
 
1.4%
1 605
 
1.3%
! 497
 
1.0%
? 410
 
0.9%
2 365
 
0.8%
Other values (52) 2211
 
4.7%
Latin
ValueCountFrequency (%)
e 2322
 
9.8%
o 1611
 
6.8%
a 1606
 
6.8%
t 1420
 
6.0%
i 1409
 
6.0%
n 1372
 
5.8%
r 1329
 
5.6%
s 1185
 
5.0%
l 854
 
3.6%
h 809
 
3.4%
Other values (47) 9716
41.1%
Katakana
ValueCountFrequency (%)
ク 4
 
10.8%
ブ 4
 
10.8%
ッ 2
 
5.4%
キ 2
 
5.4%
ル 2
 
5.4%
ラ 2
 
5.4%
イ 2
 
5.4%
ス 2
 
5.4%
ド 1
 
2.7%
ロ 1
 
2.7%
Other values (15) 15
40.5%
Hiragana
ValueCountFrequency (%)
の 6
23.1%
い 5
19.2%
た 3
11.5%
ま 2
 
7.7%
ち 2
 
7.7%
わ 2
 
7.7%
か 1
 
3.8%
な 1
 
3.8%
ぬ 1
 
3.8%
と 1
 
3.8%
Other values (2) 2
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 118067
62.0%
ASCII 70850
37.2%
CJK 1175
 
0.6%
None 190
 
0.1%
CJK Compat Ideographs 41
 
< 0.1%
Katakana 37
 
< 0.1%
Hiragana 26
 
< 0.1%
Compat Jamo 16
 
< 0.1%
Punctuation 15
 
< 0.1%
Number Forms 7
 
< 0.1%
Other values (2) 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
35841
50.6%
: 3321
 
4.7%
e 2322
 
3.3%
o 1611
 
2.3%
a 1606
 
2.3%
t 1420
 
2.0%
i 1409
 
2.0%
n 1372
 
1.9%
r 1329
 
1.9%
) 1301
 
1.8%
Other values (78) 19318
27.3%
Hangul
ValueCountFrequency (%)
의 3478
 
2.9%
이 3431
 
2.9%
는 2709
 
2.3%
기 1867
 
1.6%
한 1755
 
1.5%
가 1748
 
1.5%
사 1724
 
1.5%
리 1602
 
1.4%
지 1585
 
1.3%
다 1469
 
1.2%
Other values (1231) 96699
81.9%
None
ValueCountFrequency (%)
· 134
70.5%
＆ 19
 
10.0%
× 5
 
2.6%
『 5
 
2.6%
％ 4
 
2.1%
』 4
 
2.1%
／ 3
 
1.6%
´ 2
 
1.1%
「 2
 
1.1%
」 2
 
1.1%
Other values (10) 10
 
5.3%
CJK
ValueCountFrequency (%)
國 59
 
5.0%
學 41
 
3.5%
韓 33
 
2.8%
史 31
 
2.6%
論 23
 
2.0%
法 22
 
1.9%
語 18
 
1.5%
新 18
 
1.5%
硏 16
 
1.4%
究 16
 
1.4%
Other values (408) 898
76.4%
CJK Compat Ideographs
ValueCountFrequency (%)
理 9
22.0%
金 5
12.2%
李 4
 
9.8%
勞 3
 
7.3%
倫 2
 
4.9%
女 2
 
4.9%
林 2
 
4.9%
禮 2
 
4.9%
歷 1
 
2.4%
樂 1
 
2.4%
Other values (10) 10
24.4%
Punctuation
ValueCountFrequency (%)
’ 6
40.0%
‘ 6
40.0%
… 2
 
13.3%
― 1
 
6.7%
Hiragana
ValueCountFrequency (%)
の 6
23.1%
い 5
19.2%
た 3
11.5%
ま 2
 
7.7%
ち 2
 
7.7%
わ 2
 
7.7%
か 1
 
3.8%
な 1
 
3.8%
ぬ 1
 
3.8%
と 1
 
3.8%
Other values (2) 2
 
7.7%
Katakana
ValueCountFrequency (%)
ク 4
 
10.8%
ブ 4
 
10.8%
ッ 2
 
5.4%
キ 2
 
5.4%
ル 2
 
5.4%
ラ 2
 
5.4%
イ 2
 
5.4%
ス 2
 
5.4%
ド 1
 
2.7%
ロ 1
 
2.7%
Other values (15) 15
40.5%
Number Forms
ValueCountFrequency (%)
Ⅰ 3
42.9%
Ⅱ 1
 
14.3%
Ⅳ 1
 
14.3%
Ⅵ 1
 
14.3%
ⅹ 1
 
14.3%
Compat Jamo
ValueCountFrequency (%)
ㅅ 3
18.8%
ㆍ 2
12.5%
ㅇ 2
12.5%
ㅎ 1
 
6.2%
ㅏ 1
 
6.2%
ㅑ 1
 
6.2%
ㅕ 1
 
6.2%
ㅓ 1
 
6.2%
ㅁ 1
 
6.2%
ㄱ 1
 
6.2%
Other values (2) 2
12.5%
Misc Symbols
ValueCountFrequency (%)
★ 1
100.0%
Math Operators
ValueCountFrequency (%)
∼ 1
100.0%

저자
Text

Distinct8485
Distinct (%)84.9%
Missing5
Missing (%)< 0.1%
Memory size156.2 KiB
2024-01-10T05:36:08.625042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length241
Median length140
Mean length14.724362
Min length2

Characters and Unicode

Total characters147170
Distinct characters1275
Distinct categories11 ?
Distinct scripts5 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7534 ?
Unique (%)75.4%

Sample

1st row시사문화사 편집부 편
2nd row유검화 지음 김대원 옮김
3rd row김완세 염상섭 편저
4th row이영조 편저
5th row김지혜 지음
ValueCountFrequency (%)
지음 4836
 
12.6%
옮김 2682
 
7.0%
그림 2119
 
5.5%
글 1658
 
4.3%
by 778
 
2.0%
저 474
 
1.2%
글·그림 416
 
1.1%
illustrated 186
 
0.5%
엮음 157
 
0.4%
외 141
 
0.4%
Other values (13563) 24852
64.9%
2024-01-10T05:36:09.152595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
28702
 
19.5%
지 5815
 
4.0%
음 5232
 
3.6%
김 5029
 
3.4%
이 3075
 
2.1%
그 2874
 
2.0%
옮 2766
 
1.9%
림 2758
 
1.9%
글 2433
 
1.7%
a 1906
 
1.3%
Other values (1265) 86580
58.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 91491
62.2%
Space Separator 28702
 
19.5%
Lowercase Letter 18346
 
12.5%
Uppercase Letter 3904
 
2.7%
Other Punctuation 3471
 
2.4%
Close Punctuation 567
 
0.4%
Open Punctuation 567
 
0.4%
Dash Punctuation 59
 
< 0.1%
Decimal Number 44
 
< 0.1%
Math Symbol 18
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 5815
 
6.4%
음 5232
 
5.7%
김 5029
 
5.5%
이 3075
 
3.4%
그 2874
 
3.1%
옮 2766
 
3.0%
림 2758
 
3.0%
글 2433
 
2.7%
정 1495
 
1.6%
스 1455
 
1.6%
Other values (1180) 58559
64.0%
Lowercase Letter
ValueCountFrequency (%)
a 1906
10.4%
e 1881
10.3%
r 1491
 
8.1%
i 1447
 
7.9%
t 1415
 
7.7%
l 1342
 
7.3%
n 1250
 
6.8%
y 1139
 
6.2%
b 962
 
5.2%
s 951
 
5.2%
Other values (17) 4562
24.9%
Uppercase Letter
ValueCountFrequency (%)
S 332
 
8.5%
A 292
 
7.5%
R 273
 
7.0%
M 265
 
6.8%
B 261
 
6.7%
J 255
 
6.5%
L 218
 
5.6%
C 211
 
5.4%
H 194
 
5.0%
D 185
 
4.7%
Other values (16) 1418
36.3%
Other Punctuation
ValueCountFrequency (%)
, 1863
53.7%
. 854
24.6%
· 518
 
14.9%
: 205
 
5.9%
? 11
 
0.3%
& 7
 
0.2%
＆ 6
 
0.2%
' 4
 
0.1%
/ 2
 
0.1%
＇ 1
 
< 0.1%
Decimal Number
ValueCountFrequency (%)
2 9
20.5%
1 8
18.2%
6 5
11.4%
9 5
11.4%
4 5
11.4%
0 4
9.1%
5 3
 
6.8%
3 3
 
6.8%
8 1
 
2.3%
7 1
 
2.3%
Close Punctuation
ValueCountFrequency (%)
] 443
78.1%
) 121
 
21.3%
〉 3
 
0.5%
Open Punctuation
ValueCountFrequency (%)
[ 443
78.1%
( 121
 
21.3%
〈 3
 
0.5%
Math Symbol
ValueCountFrequency (%)
| 8
44.4%
> 5
27.8%
< 5
27.8%
Space Separator
ValueCountFrequency (%)
28702
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 59
100.0%
Control
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 90668
61.6%
Common 33429
 
22.7%
Latin 22251
 
15.1%
Han 815
 
0.6%
Hiragana 7
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 5815
 
6.4%
음 5232
 
5.8%
김 5029
 
5.5%
이 3075
 
3.4%
그 2874
 
3.2%
옮 2766
 
3.1%
림 2758
 
3.0%
글 2433
 
2.7%
정 1495
 
1.6%
스 1455
 
1.6%
Other values (882) 57736
63.7%
Han
ValueCountFrequency (%)
著 100
 
12.3%
金 34
 
4.2%
編 29
 
3.6%
李 20
 
2.5%
國 18
 
2.2%
會 17
 
2.1%
朴 14
 
1.7%
譯 14
 
1.7%
共 12
 
1.5%
基 12
 
1.5%
Other values (281) 545
66.9%
Latin
ValueCountFrequency (%)
a 1906
 
8.6%
e 1881
 
8.5%
r 1491
 
6.7%
i 1447
 
6.5%
t 1415
 
6.4%
l 1342
 
6.0%
n 1250
 
5.6%
y 1139
 
5.1%
b 962
 
4.3%
s 951
 
4.3%
Other values (44) 8467
38.1%
Common
ValueCountFrequency (%)
28702
85.9%
, 1863
 
5.6%
. 854
 
2.6%
· 518
 
1.5%
] 443
 
1.3%
[ 443
 
1.3%
: 205
 
0.6%
) 121
 
0.4%
( 121
 
0.4%
- 59
 
0.2%
Other values (22) 100
 
0.3%
Hiragana
ValueCountFrequency (%)
の 2
28.6%
み 1
14.3%
ず 1
14.3%
り 1
14.3%
か 1
14.3%
た 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 90667
61.6%
ASCII 55146
37.5%
CJK 776
 
0.5%
None 534
 
0.4%
CJK Compat Ideographs 39
 
< 0.1%
Hiragana 7
 
< 0.1%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
28702
52.0%
a 1906
 
3.5%
e 1881
 
3.4%
, 1863
 
3.4%
r 1491
 
2.7%
i 1447
 
2.6%
t 1415
 
2.6%
l 1342
 
2.4%
n 1250
 
2.3%
y 1139
 
2.1%
Other values (69) 12710
23.0%
Hangul
ValueCountFrequency (%)
지 5815
 
6.4%
음 5232
 
5.8%
김 5029
 
5.5%
이 3075
 
3.4%
그 2874
 
3.2%
옮 2766
 
3.1%
림 2758
 
3.0%
글 2433
 
2.7%
정 1495
 
1.6%
스 1455
 
1.6%
Other values (881) 57735
63.7%
None
ValueCountFrequency (%)
· 518
97.0%
＆ 6
 
1.1%
〉 3
 
0.6%
〈 3
 
0.6%
ø 2
 
0.4%
ª 1
 
0.2%
＇ 1
 
0.2%
CJK
ValueCountFrequency (%)
著 100
 
12.9%
金 34
 
4.4%
編 29
 
3.7%
國 18
 
2.3%
會 17
 
2.2%
朴 14
 
1.8%
譯 14
 
1.8%
共 12
 
1.5%
基 12
 
1.5%
委 12
 
1.5%
Other values (264) 514
66.2%
CJK Compat Ideographs
ValueCountFrequency (%)
李 20
51.3%
梁 3
 
7.7%
林 2
 
5.1%
烈 1
 
2.6%
良 1
 
2.6%
柳 1
 
2.6%
龍 1
 
2.6%
寧 1
 
2.6%
勞 1
 
2.6%
劉 1
 
2.6%
Other values (7) 7
 
17.9%
Hiragana
ValueCountFrequency (%)
の 2
28.6%
み 1
14.3%
ず 1
14.3%
り 1
14.3%
か 1
14.3%
た 1
14.3%
Compat Jamo
ValueCountFrequency (%)
ㆍ 1
100.0%

출판사
Text

Distinct3763
Distinct (%)37.7%
Missing11
Missing (%)0.1%
Memory size156.2 KiB
2024-01-10T05:36:09.457304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length54
Median length40
Mean length5.650916
Min length1

Characters and Unicode

Total characters56447
Distinct characters874
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

Unique2340 ?
Unique (%)23.4%

Sample

1st row시사문화사
2nd row소명출판
3rd row京文社
4th row풍림
5th row길벗
ValueCountFrequency (%)
books 159
 
1.4%
위즈덤하우스 117
 
1.0%
문학동네 111
 
1.0%
창비 102
 
0.9%
김영사 87
 
0.8%
press 83
 
0.7%
비룡소 69
 
0.6%
민음사 67
 
0.6%
scholastic 59
 
0.5%
웅진주니어 59
 
0.5%
Other values (3599) 10527
92.0%
2024-01-10T05:36:09.955167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1950
 
3.5%
사 1707
 
3.0%
스 1484
 
2.6%
o 1318
 
2.3%
이 1208
 
2.1%
북 1201
 
2.1%
s 884
 
1.6%
문 875
 
1.6%
어 871
 
1.5%
e 836
 
1.5%
Other values (864) 44113
78.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 40378
71.5%
Lowercase Letter 9648
 
17.1%
Uppercase Letter 3057
 
5.4%
Space Separator 1950
 
3.5%
Other Punctuation 844
 
1.5%
Open Punctuation 192
 
0.3%
Close Punctuation 192
 
0.3%
Decimal Number 162
 
0.3%
Dash Punctuation 18
 
< 0.1%
Math Symbol 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 1707
 
4.2%
스 1484
 
3.7%
이 1208
 
3.0%
북 1201
 
3.0%
문 875
 
2.2%
어 871
 
2.2%
아 745
 
1.8%
학 640
 
1.6%
리 558
 
1.4%
한 546
 
1.4%
Other values (783) 30543
75.6%
Lowercase Letter
ValueCountFrequency (%)
o 1318
13.7%
s 884
 
9.2%
e 836
 
8.7%
i 805
 
8.3%
r 740
 
7.7%
n 739
 
7.7%
a 680
 
7.0%
l 534
 
5.5%
t 387
 
4.0%
d 348
 
3.6%
Other values (16) 2377
24.6%
Uppercase Letter
ValueCountFrequency (%)
B 383
12.5%
S 277
 
9.1%
P 255
 
8.3%
H 248
 
8.1%
C 221
 
7.2%
M 209
 
6.8%
R 193
 
6.3%
A 168
 
5.5%
K 128
 
4.2%
E 123
 
4.0%
Other values (16) 852
27.9%
Other Punctuation
ValueCountFrequency (%)
: 623
73.8%
. 70
 
8.3%
& 41
 
4.9%
' 32
 
3.8%
＆ 28
 
3.3%
, 27
 
3.2%
· 11
 
1.3%
/ 6
 
0.7%
# 4
 
0.5%
@ 1
 
0.1%
Decimal Number
ValueCountFrequency (%)
2 82
50.6%
1 62
38.3%
4 7
 
4.3%
0 4
 
2.5%
3 3
 
1.9%
6 1
 
0.6%
9 1
 
0.6%
5 1
 
0.6%
8 1
 
0.6%
Open Punctuation
ValueCountFrequency (%)
( 191
99.5%
[ 1
 
0.5%
Close Punctuation
ValueCountFrequency (%)
) 191
99.5%
] 1
 
0.5%
Math Symbol
ValueCountFrequency (%)
+ 3
75.0%
∑ 1
 
25.0%
Space Separator
ValueCountFrequency (%)
1950
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 18
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 39980
70.8%
Latin 12705
 
22.5%
Common 3364
 
6.0%
Han 398
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 1707
 
4.3%
스 1484
 
3.7%
이 1208
 
3.0%
북 1201
 
3.0%
문 875
 
2.2%
어 871
 
2.2%
아 745
 
1.9%
학 640
 
1.6%
리 558
 
1.4%
한 546
 
1.4%
Other values (661) 30145
75.4%
Han
ValueCountFrequency (%)
社 49
 
12.3%
文 20
 
5.0%
學 16
 
4.0%
國 14
 
3.5%
出 11
 
2.8%
版 11
 
2.8%
英 11
 
2.8%
大 11
 
2.8%
會 10
 
2.5%
校 7
 
1.8%
Other values (112) 238
59.8%
Latin
ValueCountFrequency (%)
o 1318
 
10.4%
s 884
 
7.0%
e 836
 
6.6%
i 805
 
6.3%
r 740
 
5.8%
n 739
 
5.8%
a 680
 
5.4%
l 534
 
4.2%
t 387
 
3.0%
B 383
 
3.0%
Other values (42) 5399
42.5%
Common
ValueCountFrequency (%)
1950
58.0%
: 623
 
18.5%
( 191
 
5.7%
) 191
 
5.7%
2 82
 
2.4%
. 70
 
2.1%
1 62
 
1.8%
& 41
 
1.2%
' 32
 
1.0%
＆ 28
 
0.8%
Other values (19) 94
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 39980
70.8%
ASCII 16029
28.4%
CJK 396
 
0.7%
None 39
 
0.1%
CJK Compat Ideographs 2
 
< 0.1%
Math Operators 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1950
 
12.2%
o 1318
 
8.2%
s 884
 
5.5%
e 836
 
5.2%
i 805
 
5.0%
r 740
 
4.6%
n 739
 
4.6%
a 680
 
4.2%
: 623
 
3.9%
l 534
 
3.3%
Other values (68) 6920
43.2%
Hangul
ValueCountFrequency (%)
사 1707
 
4.3%
스 1484
 
3.7%
이 1208
 
3.0%
북 1201
 
3.0%
문 875
 
2.2%
어 871
 
2.2%
아 745
 
1.9%
학 640
 
1.6%
리 558
 
1.4%
한 546
 
1.4%
Other values (661) 30145
75.4%
CJK
ValueCountFrequency (%)
社 49
 
12.4%
文 20
 
5.1%
學 16
 
4.0%
國 14
 
3.5%
出 11
 
2.8%
版 11
 
2.8%
英 11
 
2.8%
大 11
 
2.8%
會 10
 
2.5%
校 7
 
1.8%
Other values (110) 236
59.6%
None
ValueCountFrequency (%)
＆ 28
71.8%
· 11
 
28.2%
Math Operators
ValueCountFrequency (%)
∑ 1
100.0%
CJK Compat Ideographs
ValueCountFrequency (%)
金 1
50.0%
六 1
50.0%

등록일자
Date

Distinct165
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2021-01-03 00:00:00
Maximum2021-09-24 00:00:00
2024-01-10T05:36:10.104912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:36:10.270650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

배가일자
Date

Distinct204
Distinct (%)2.1%
Missing69
Missing (%)0.7%
Memory size156.2 KiB
Minimum2000-01-01 00:00:00
Maximum2021-09-24 00:00:00
2024-01-10T05:36:10.433326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T05:36:10.573855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Missing values

2024-01-10T05:36:07.011738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T05:36:07.106204image/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.
2024-01-10T05:36:07.202961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

관리구분서명저자출판사등록일자배가일자
69798두정도서관(2007 대비)시사일반상식시사문화사 편집부 편시사문화사2021-09-162021-09-16
49293두정도서관중국고대화론유편유검화 지음 김대원 옮김소명출판2021-09-152021-09-15
50419두정도서관실해석학김완세 염상섭 편저京文社2021-09-152021-09-15
51655두정도서관청소년을 위한 이야기 성서이영조 편저풍림2021-09-152021-09-15
43159청수도서관하루 한 시간, 엄마의 시간 :삶과 육아의 균형을 되찾는다김지혜 지음길벗2021-08-132021-08-25
20894두정도서관스포츠도 덕후시대손창우 외 지음박영사2021-04-262021-04-27
28518성거도서관오빠가 미운 날곽영미 글 김혜원 그림숨쉬는책공장2021-05-282021-05-31
8566천안시중앙도서관우리는 조구만 존재야:300만 살 도시공룡 브라키오의 일상 탐험조구만 스튜디오 글·그림더퀘스트2021-03-232021-03-25
29983중앙동작은도서관코믹=COMIC하시현 글,그림시공사2021-05-312021-06-01
16291천안시중앙도서관다짜고짜 할머니정은정 글 김이조 그림주니어김영사:김영사2021-04-142021-04-21
관리구분서명저자출판사등록일자배가일자
45210도솔도서관(강원국의) 어른답게 말합니다 :품격 있는 삶을 위한 최소한의 말공부강원국 지음웅진지식하우스 :웅진씽크빅2021-09-072021-09-23
65836두정도서관백두대간 100배 즐기기신성순 글·사진중앙M&A2021-09-162021-09-16
42773쌍용도서관녹즙 배달원 강정민 :김현진 장편소설김현진 지음한겨레출판2021-08-092021-08-24
69791두정도서관그림책의 이해현은자 김세희 [공]지음사계절2021-09-162021-09-16
63244두정도서관음악이 흐르는 동화최은규 글 김선경 그림 이소은 피아노 연주문공사2021-09-162021-09-16
3344신방도서관역사 속 충무공 위인 이야기 :충무공 9인에 대한 성역화와 역사적 재평가조도영 지음북랩2021-01-292021-02-07
5143신방도서관(강정이 넘치는 집) 한식 디저트=Gangjeonghouse's Korean dessert recipe book황용택 지음더테이블:아이콕스2021-02-192021-03-16
72512청수도서관통일의 싹이 자라는 숲전영재 글 박재철 그림마루벌2021-09-242021-09-24
49635두정도서관최신 배 재배김정호오성출판사2021-09-152021-09-15
43460쌍용도서관(아이와 엄마가 함께 행복해지는)감탄육아이유정 지음더메이커2021-08-192021-09-02

Duplicate rows

Most frequently occurring

관리구분서명저자출판사등록일자배가일자# duplicates
74두정도서관암야귀문세가와 타카쯔구 지음 김현숙 옮김이야기2021-09-162021-09-168
13도솔도서관식객허영만 글·그림김영사2021-04-162021-04-207
25두정도서관(동화) 토지:박경리 원작 대하소설:박경리 원작 토지문학연구회 엮음 박건웅 그림자음과모음2021-09-162021-09-167
139중앙동작은도서관신의 물방울:와이드판Tadashi Agi 글 Shu Okimoto 그림 설은미 옮김학산문화사2021-07-092021-07-096
147중앙동작은도서관테니스의 왕자타케시 코노미 글,그림대원씨아이2021-05-312021-06-016
150중앙동작은도서관하이큐!!Haruichi Furudate 저 강동욱 번역대원씨아이2021-07-092021-07-096
29두정도서관(만화를 보면서 배우는 일본어)삼국지=三國志쿠보타 센타로 글 소노다 미츠요시 그림 오상현 옮김이지북2021-09-162021-09-165
123중앙동작은도서관20세기소년=Twentiety Century Boys우라사와나오키 지음 서현아 번역.학산문화사2021-05-312021-06-015
8도솔도서관auri brief건축도시공간연구소 편건축도시공간연구소2021-01-262021-01-264
28두정도서관(만화)임꺽정이두호 지음(주)자음과모음2021-09-162021-09-164