Overview

Dataset statistics

Number of variables10
Number of observations1081
Missing cells3045
Missing cells (%)28.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory86.7 KiB
Average record size in memory82.1 B

Variable types

Numeric2
DateTime2
Text4
Categorical2

Dataset

Description공공데이터 중장기 개방계획에 따른 경남대표서관 공공데이터입니다. 도서관 이용객 비치희망자료 등록 정보를 포함하고 있습니다. 비치희망정보 데이터를 포함하고있습니다
Author경상남도
URLhttps://www.data.go.kr/data/15092201/fileData.do

Alerts

데이터기준일 has constant value ""Constant
비치상태 is highly overall correlated with 취소사유High correlation
취소사유 is highly overall correlated with 연번 and 1 other fieldsHigh correlation
연번 is highly overall correlated with 취소사유High correlation
발행자 has 990 (91.6%) missing valuesMissing
발행년 has 991 (91.7%) missing valuesMissing
추천의견 has 1061 (98.1%) missing valuesMissing
연번 has unique valuesUnique

Reproduction

Analysis started2024-04-21 02:02:38.547000
Analysis finished2024-04-21 02:02:41.991042
Duration3.44 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1081
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean541
Minimum1
Maximum1081
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.6 KiB
2024-04-21T11:02:42.089235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile55
Q1271
median541
Q3811
95-th percentile1027
Maximum1081
Range1080
Interquartile range (IQR)540

Descriptive statistics

Standard deviation312.20212
Coefficient of variation (CV)0.57708341
Kurtosis-1.2
Mean541
Median Absolute Deviation (MAD)270
Skewness0
Sum584821
Variance97470.167
MonotonicityStrictly increasing
2024-04-21T11:02:42.239341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
727 1
 
0.1%
713 1
 
0.1%
714 1
 
0.1%
715 1
 
0.1%
716 1
 
0.1%
717 1
 
0.1%
718 1
 
0.1%
719 1
 
0.1%
720 1
 
0.1%
Other values (1071) 1071
99.1%
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 (%)
1081 1
0.1%
1080 1
0.1%
1079 1
0.1%
1078 1
0.1%
1077 1
0.1%
1076 1
0.1%
1075 1
0.1%
1074 1
0.1%
1073 1
0.1%
1072 1
0.1%

신청일
Date

Distinct303
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Minimum2023-01-01 00:00:00
Maximum2023-12-31 00:00:00
2024-04-21T11:02:42.387425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:02:42.542964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

표제
Text

Distinct977
Distinct (%)90.4%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
2024-04-21T11:02:42.821758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length124
Median length59
Mean length26.13136
Min length1

Characters and Unicode

Total characters28248
Distinct characters952
Distinct categories13 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique920 ?
Unique (%)85.1%

Sample

1st row검은 머리 황녀님 1
2nd row검은머리 황녀님 1
3rd row검은 머리 황녀님 2 - 완결
4th row대출의 마법 - 전세부터 매매까지 알면 알수록 많이 받고 싸게 받는
5th row부의 원칙 - 투자의 신 래리 하이트의 추세추종 투자 전략
ValueCountFrequency (%)
700
 
9.0%
세트 63
 
0.8%
위한 58
 
0.7%
2 56
 
0.7%
도기족의 50
 
0.6%
1 46
 
0.6%
지구 42
 
0.5%
개통령과 41
 
0.5%
침공 41
 
0.5%
3 35
 
0.5%
Other values (4053) 6622
85.4%
2024-04-21T11:02:43.268885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6677
 
23.6%
- 659
 
2.3%
의 652
 
2.3%
는 456
 
1.6%
이 437
 
1.5%
기 350
 
1.2%
지 276
 
1.0%
가 269
 
1.0%
한 261
 
0.9%
2 244
 
0.9%
Other values (942) 17967
63.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18758
66.4%
Space Separator 6677
 
23.6%
Decimal Number 871
 
3.1%
Dash Punctuation 659
 
2.3%
Other Punctuation 403
 
1.4%
Uppercase Letter 316
 
1.1%
Lowercase Letter 261
 
0.9%
Close Punctuation 117
 
0.4%
Open Punctuation 117
 
0.4%
Math Symbol 59
 
0.2%
Other values (3) 10
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
의 652
 
3.5%
는 456
 
2.4%
이 437
 
2.3%
기 350
 
1.9%
지 276
 
1.5%
가 269
 
1.4%
한 261
 
1.4%
사 239
 
1.3%
다 234
 
1.2%
하 227
 
1.2%
Other values (853) 15357
81.9%
Uppercase Letter
ValueCountFrequency (%)
T 35
 
11.1%
D 29
 
9.2%
P 26
 
8.2%
E 22
 
7.0%
S 20
 
6.3%
G 19
 
6.0%
C 18
 
5.7%
M 16
 
5.1%
A 14
 
4.4%
R 13
 
4.1%
Other values (16) 104
32.9%
Lowercase Letter
ValueCountFrequency (%)
e 33
12.6%
a 28
10.7%
i 25
 
9.6%
o 24
 
9.2%
t 24
 
9.2%
n 15
 
5.7%
r 15
 
5.7%
p 11
 
4.2%
d 10
 
3.8%
c 10
 
3.8%
Other values (14) 66
25.3%
Other Punctuation
ValueCountFrequency (%)
, 201
49.9%
! 64
 
15.9%
: 46
 
11.4%
. 18
 
4.5%
& 16
 
4.0%
· 13
 
3.2%
? 13
 
3.2%
/ 10
 
2.5%
% 7
 
1.7%
# 7
 
1.7%
Other values (3) 8
 
2.0%
Decimal Number
ValueCountFrequency (%)
2 244
28.0%
1 202
23.2%
0 151
17.3%
3 105
12.1%
4 70
 
8.0%
5 34
 
3.9%
6 25
 
2.9%
9 18
 
2.1%
8 14
 
1.6%
7 8
 
0.9%
Close Punctuation
ValueCountFrequency (%)
) 68
58.1%
] 47
40.2%
』 2
 
1.7%
Open Punctuation
ValueCountFrequency (%)
( 68
58.1%
[ 47
40.2%
『 2
 
1.7%
Math Symbol
ValueCountFrequency (%)
~ 35
59.3%
+ 22
37.3%
| 2
 
3.4%
Final Punctuation
ValueCountFrequency (%)
’ 3
75.0%
” 1
 
25.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 3
75.0%
“ 1
 
25.0%
Space Separator
ValueCountFrequency (%)
6677
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 659
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18752
66.4%
Common 8913
31.6%
Latin 577
 
2.0%
Han 6
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
의 652
 
3.5%
는 456
 
2.4%
이 437
 
2.3%
기 350
 
1.9%
지 276
 
1.5%
가 269
 
1.4%
한 261
 
1.4%
사 239
 
1.3%
다 234
 
1.2%
하 227
 
1.2%
Other values (847) 15351
81.9%
Latin
ValueCountFrequency (%)
T 35
 
6.1%
e 33
 
5.7%
D 29
 
5.0%
a 28
 
4.9%
P 26
 
4.5%
i 25
 
4.3%
o 24
 
4.2%
t 24
 
4.2%
E 22
 
3.8%
S 20
 
3.5%
Other values (40) 311
53.9%
Common
ValueCountFrequency (%)
6677
74.9%
- 659
 
7.4%
2 244
 
2.7%
1 202
 
2.3%
, 201
 
2.3%
0 151
 
1.7%
3 105
 
1.2%
4 70
 
0.8%
) 68
 
0.8%
( 68
 
0.8%
Other values (29) 468
 
5.3%
Han
ValueCountFrequency (%)
大 1
16.7%
上 1
16.7%
下 1
16.7%
新 1
16.7%
生 1
16.7%
人 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18747
66.4%
ASCII 9463
33.5%
None 18
 
0.1%
Punctuation 9
 
< 0.1%
CJK 6
 
< 0.1%
Compat Jamo 5
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6677
70.6%
- 659
 
7.0%
2 244
 
2.6%
1 202
 
2.1%
, 201
 
2.1%
0 151
 
1.6%
3 105
 
1.1%
4 70
 
0.7%
) 68
 
0.7%
( 68
 
0.7%
Other values (70) 1018
 
10.8%
Hangul
ValueCountFrequency (%)
의 652
 
3.5%
는 456
 
2.4%
이 437
 
2.3%
기 350
 
1.9%
지 276
 
1.5%
가 269
 
1.4%
한 261
 
1.4%
사 239
 
1.3%
다 234
 
1.2%
하 227
 
1.2%
Other values (845) 15346
81.9%
None
ValueCountFrequency (%)
· 13
72.2%
』 2
 
11.1%
『 2
 
11.1%
？ 1
 
5.6%
Compat Jamo
ValueCountFrequency (%)
ㆍ 3
60.0%
ㅣ 2
40.0%
Punctuation
ValueCountFrequency (%)
’ 3
33.3%
‘ 3
33.3%
… 1
 
11.1%
“ 1
 
11.1%
” 1
 
11.1%
CJK
ValueCountFrequency (%)
大 1
16.7%
上 1
16.7%
下 1
16.7%
新 1
16.7%
生 1
16.7%
人 1
16.7%

저자명
Text

Distinct881
Distinct (%)81.7%
Missing3
Missing (%)0.3%
Memory size8.6 KiB
2024-04-21T11:02:43.596031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length44
Mean length12.069573
Min length2

Characters and Unicode

Total characters13011
Distinct characters559
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

Unique766 ?
Unique (%)71.1%

Sample

1st row엘리아냥 지음
2nd row팡이 지음, 엘리아냥 원작
3rd row엘리아냥 지음
4th row레오(김은진) 지음
5th row래리 하이트 지음, 강병욱 감수
ValueCountFrequency (%)
지음 904
24.7%
옮김 307
 
8.4%
그림 124
 
3.4%
글 59
 
1.6%
외 45
 
1.2%
기획 43
 
1.2%
최우빈 41
 
1.1%
강형욱 41
 
1.1%
박시연 41
 
1.1%
감수 26
 
0.7%
Other values (1536) 2027
55.4%
2024-04-21T11:02:44.066691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2580
19.8%
지 984
 
7.6%
음 920
 
7.1%
김 562
 
4.3%
, 548
 
4.2%
옮 312
 
2.4%
이 312
 
2.4%
정 143
 
1.1%
그 142
 
1.1%
림 134
 
1.0%
Other values (549) 6374
49.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9376
72.1%
Space Separator 2580
 
19.8%
Other Punctuation 654
 
5.0%
Lowercase Letter 196
 
1.5%
Uppercase Letter 81
 
0.6%
Close Punctuation 56
 
0.4%
Open Punctuation 56
 
0.4%
Decimal Number 8
 
0.1%
Dash Punctuation 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 984
 
10.5%
음 920
 
9.8%
김 562
 
6.0%
옮 312
 
3.3%
이 312
 
3.3%
정 143
 
1.5%
그 142
 
1.5%
림 134
 
1.4%
리 113
 
1.2%
영 112
 
1.2%
Other values (498) 5642
60.2%
Lowercase Letter
ValueCountFrequency (%)
e 31
15.8%
a 27
13.8%
i 15
 
7.7%
n 15
 
7.7%
o 14
 
7.1%
t 14
 
7.1%
r 13
 
6.6%
c 10
 
5.1%
m 9
 
4.6%
s 8
 
4.1%
Other values (11) 40
20.4%
Uppercase Letter
ValueCountFrequency (%)
G 10
12.3%
S 10
12.3%
J 9
11.1%
T 7
8.6%
C 7
8.6%
K 6
 
7.4%
B 4
 
4.9%
R 4
 
4.9%
A 4
 
4.9%
P 4
 
4.9%
Other values (7) 16
19.8%
Other Punctuation
ValueCountFrequency (%)
, 548
83.8%
. 101
 
15.4%
? 3
 
0.5%
& 1
 
0.2%
· 1
 
0.2%
Decimal Number
ValueCountFrequency (%)
1 3
37.5%
2 2
25.0%
0 2
25.0%
3 1
 
12.5%
Space Separator
ValueCountFrequency (%)
2580
100.0%
Close Punctuation
ValueCountFrequency (%)
) 56
100.0%
Open Punctuation
ValueCountFrequency (%)
( 56
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9376
72.1%
Common 3358
 
25.8%
Latin 277
 
2.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 984
 
10.5%
음 920
 
9.8%
김 562
 
6.0%
옮 312
 
3.3%
이 312
 
3.3%
정 143
 
1.5%
그 142
 
1.5%
림 134
 
1.4%
리 113
 
1.2%
영 112
 
1.2%
Other values (498) 5642
60.2%
Latin
ValueCountFrequency (%)
e 31
 
11.2%
a 27
 
9.7%
i 15
 
5.4%
n 15
 
5.4%
o 14
 
5.1%
t 14
 
5.1%
r 13
 
4.7%
G 10
 
3.6%
S 10
 
3.6%
c 10
 
3.6%
Other values (28) 118
42.6%
Common
ValueCountFrequency (%)
2580
76.8%
, 548
 
16.3%
. 101
 
3.0%
) 56
 
1.7%
( 56
 
1.7%
- 4
 
0.1%
? 3
 
0.1%
1 3
 
0.1%
2 2
 
0.1%
0 2
 
0.1%
Other values (3) 3
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9376
72.1%
ASCII 3634
 
27.9%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2580
71.0%
, 548
 
15.1%
. 101
 
2.8%
) 56
 
1.5%
( 56
 
1.5%
e 31
 
0.9%
a 27
 
0.7%
i 15
 
0.4%
n 15
 
0.4%
o 14
 
0.4%
Other values (40) 191
 
5.3%
Hangul
ValueCountFrequency (%)
지 984
 
10.5%
음 920
 
9.8%
김 562
 
6.0%
옮 312
 
3.3%
이 312
 
3.3%
정 143
 
1.5%
그 142
 
1.5%
림 134
 
1.4%
리 113
 
1.2%
영 112
 
1.2%
Other values (498) 5642
60.2%
None
ValueCountFrequency (%)
· 1
100.0%

발행자
Text

MISSING 

Distinct61
Distinct (%)67.0%
Missing990
Missing (%)91.6%
Memory size8.6 KiB
2024-04-21T11:02:44.290784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length9
Mean length4.4615385
Min length2

Characters and Unicode

Total characters406
Distinct characters154
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

Unique50 ?
Unique (%)54.9%

Sample

1st row동아
2nd row동아
3rd row동아
4th row동아
5th row동아
ValueCountFrequency (%)
단꿈아이 10
 
10.6%
동아 6
 
6.4%
미래엔아이세움 5
 
5.3%
창비 4
 
4.3%
쌤앤파커스 3
 
3.2%
비아북 3
 
3.2%
인플루엔셜(주 2
 
2.1%
겜툰 2
 
2.1%
니케주니어 2
 
2.1%
탐구당 2
 
2.1%
Other values (54) 55
58.5%
2024-04-21T11:02:44.778558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
아 25
 
6.2%
이 18
 
4.4%
스 14
 
3.4%
비 11
 
2.7%
단 10
 
2.5%
꿈 10
 
2.5%
북 9
 
2.2%
미 9
 
2.2%
어 7
 
1.7%
인 7
 
1.7%
Other values (144) 286
70.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 366
90.1%
Lowercase Letter 15
 
3.7%
Uppercase Letter 11
 
2.7%
Open Punctuation 5
 
1.2%
Close Punctuation 5
 
1.2%
Space Separator 3
 
0.7%
Decimal Number 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
아 25
 
6.8%
이 18
 
4.9%
스 14
 
3.8%
비 11
 
3.0%
단 10
 
2.7%
꿈 10
 
2.7%
북 9
 
2.5%
미 9
 
2.5%
어 7
 
1.9%
인 7
 
1.9%
Other values (120) 246
67.2%
Lowercase Letter
ValueCountFrequency (%)
e 3
20.0%
n 2
13.3%
o 2
13.3%
m 2
13.3%
l 1
 
6.7%
c 1
 
6.7%
s 1
 
6.7%
u 1
 
6.7%
d 1
 
6.7%
a 1
 
6.7%
Uppercase Letter
ValueCountFrequency (%)
I 2
18.2%
N 1
9.1%
E 1
9.1%
L 1
9.1%
F 1
9.1%
A 1
9.1%
S 1
9.1%
U 1
9.1%
H 1
9.1%
R 1
9.1%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Space Separator
ValueCountFrequency (%)
3
100.0%
Decimal Number
ValueCountFrequency (%)
6 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 366
90.1%
Latin 26
 
6.4%
Common 14
 
3.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
아 25
 
6.8%
이 18
 
4.9%
스 14
 
3.8%
비 11
 
3.0%
단 10
 
2.7%
꿈 10
 
2.7%
북 9
 
2.5%
미 9
 
2.5%
어 7
 
1.9%
인 7
 
1.9%
Other values (120) 246
67.2%
Latin
ValueCountFrequency (%)
e 3
 
11.5%
I 2
 
7.7%
n 2
 
7.7%
o 2
 
7.7%
m 2
 
7.7%
N 1
 
3.8%
E 1
 
3.8%
L 1
 
3.8%
F 1
 
3.8%
l 1
 
3.8%
Other values (10) 10
38.5%
Common
ValueCountFrequency (%)
( 5
35.7%
) 5
35.7%
3
21.4%
6 1
 
7.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 366
90.1%
ASCII 40
 
9.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
아 25
 
6.8%
이 18
 
4.9%
스 14
 
3.8%
비 11
 
3.0%
단 10
 
2.7%
꿈 10
 
2.7%
북 9
 
2.5%
미 9
 
2.5%
어 7
 
1.9%
인 7
 
1.9%
Other values (120) 246
67.2%
ASCII
ValueCountFrequency (%)
( 5
 
12.5%
) 5
 
12.5%
e 3
 
7.5%
3
 
7.5%
I 2
 
5.0%
n 2
 
5.0%
o 2
 
5.0%
m 2
 
5.0%
N 1
 
2.5%
E 1
 
2.5%
Other values (14) 14
35.0%

발행년
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)16.7%
Missing991
Missing (%)91.7%
Infinite0
Infinite (%)0.0%
Mean2020.3889
Minimum2004
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.6 KiB
2024-04-21T11:02:44.915132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2004
5-th percentile2010.25
Q12020.25
median2022
Q32023
95-th percentile2023
Maximum2023
Range19
Interquartile range (IQR)2.75

Descriptive statistics

Standard deviation4.2365304
Coefficient of variation (CV)0.0020968886
Kurtosis6.1010835
Mean2020.3889
Median Absolute Deviation (MAD)1
Skewness-2.499609
Sum181835
Variance17.94819
MonotonicityNot monotonic
2024-04-21T11:02:45.035857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2023 32
 
3.0%
2022 22
 
2.0%
2021 13
 
1.2%
2020 4
 
0.4%
2019 3
 
0.3%
2017 3
 
0.3%
2015 2
 
0.2%
2016 2
 
0.2%
2018 2
 
0.2%
2006 2
 
0.2%
Other values (5) 5
 
0.5%
(Missing) 991
91.7%
ValueCountFrequency (%)
2004 1
 
0.1%
2005 1
 
0.1%
2006 2
0.2%
2008 1
 
0.1%
2013 1
 
0.1%
2014 1
 
0.1%
2015 2
0.2%
2016 2
0.2%
2017 3
0.3%
2018 2
0.2%
ValueCountFrequency (%)
2023 32
3.0%
2022 22
2.0%
2021 13
1.2%
2020 4
 
0.4%
2019 3
 
0.3%
2018 2
 
0.2%
2017 3
 
0.3%
2016 2
 
0.2%
2015 2
 
0.2%
2014 1
 
0.1%

추천의견
Text

MISSING 

Distinct17
Distinct (%)85.0%
Missing1061
Missing (%)98.1%
Memory size8.6 KiB
2024-04-21T11:02:45.267901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length33
Median length15.5
Mean length10.55
Min length1

Characters and Unicode

Total characters211
Distinct characters73
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)80.0%

Sample

1st row읽고싶어서
2nd row채소요리에관심이 많아서입니다.
3rd row읽고싶은책이라 신청합니다.
4th row심리에 관심이 많아서
5th row시리즈물 읽고 싶어요
ValueCountFrequency (%)
독서 4
 
7.8%
신청합니다 2
 
3.9%
것 2
 
3.9%
책을 2
 
3.9%
보고싶은 1
 
2.0%
함께 1
 
2.0%
읽고싶어서 1
 
2.0%
재밌는도서 1
 
2.0%
꼭 1
 
2.0%
보고싶어요 1
 
2.0%
Other values (35) 35
68.6%
2024-04-21T11:02:45.768799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
34
 
16.1%
서 11
 
5.2%
고 8
 
3.8%
어 7
 
3.3%
싶 7
 
3.3%
다 7
 
3.3%
니 7
 
3.3%
이 6
 
2.8%
요 6
 
2.8%
독 5
 
2.4%
Other values (63) 113
53.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 167
79.1%
Space Separator 34
 
16.1%
Other Punctuation 4
 
1.9%
Lowercase Letter 4
 
1.9%
Decimal Number 2
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 11
 
6.6%
고 8
 
4.8%
어 7
 
4.2%
싶 7
 
4.2%
다 7
 
4.2%
니 7
 
4.2%
이 6
 
3.6%
요 6
 
3.6%
독 5
 
3.0%
책 4
 
2.4%
Other values (56) 99
59.3%
Lowercase Letter
ValueCountFrequency (%)
t 2
50.0%
s 1
25.0%
e 1
25.0%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
2 1
50.0%
Space Separator
ValueCountFrequency (%)
34
100.0%
Other Punctuation
ValueCountFrequency (%)
. 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 167
79.1%
Common 40
 
19.0%
Latin 4
 
1.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 11
 
6.6%
고 8
 
4.8%
어 7
 
4.2%
싶 7
 
4.2%
다 7
 
4.2%
니 7
 
4.2%
이 6
 
3.6%
요 6
 
3.6%
독 5
 
3.0%
책 4
 
2.4%
Other values (56) 99
59.3%
Common
ValueCountFrequency (%)
34
85.0%
. 4
 
10.0%
1 1
 
2.5%
2 1
 
2.5%
Latin
ValueCountFrequency (%)
t 2
50.0%
s 1
25.0%
e 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 167
79.1%
ASCII 44
 
20.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
34
77.3%
. 4
 
9.1%
t 2
 
4.5%
1 1
 
2.3%
s 1
 
2.3%
e 1
 
2.3%
2 1
 
2.3%
Hangul
ValueCountFrequency (%)
서 11
 
6.6%
고 8
 
4.8%
어 7
 
4.2%
싶 7
 
4.2%
다 7
 
4.2%
니 7
 
4.2%
이 6
 
3.6%
요 6
 
3.6%
독 5
 
3.0%
책 4
 
2.4%
Other values (56) 99
59.3%

비치상태
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
비치
556 
취소
507 
처리
 
18

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row비치
2nd row취소
3rd row비치
4th row비치
5th row취소

Common Values

ValueCountFrequency (%)
비치 556
51.4%
취소 507
46.9%
처리 18
 
1.7%

Length

2024-04-21T11:02:45.936342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:02:46.060066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
비치 556
51.4%
취소 507
46.9%
처리 18
 
1.7%

취소사유
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
<NA>
687 
이용자 비치희망 취소(홈페이지)
193 
희망도서 비치
 
41
희망도서(4차) 소장
 
40
희망도서(4차) 취소
 
28
Other values (8)
92 

Length

Max length21
Median length4
Mean length7.3811286
Min length2

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row희망도서 구입 중
2nd row이용자 비치희망 취소(홈페이지)
3rd row희망도서 구입 중
4th row희망도서 구입 중
5th row이용자 비치희망 취소(홈페이지)

Common Values

ValueCountFrequency (%)
<NA> 687
63.6%
이용자 비치희망 취소(홈페이지) 193
 
17.9%
희망도서 비치 41
 
3.8%
희망도서(4차) 소장 40
 
3.7%
희망도서(4차) 취소 28
 
2.6%
소장 도서 24
 
2.2%
희망도서 구입 중 23
 
2.1%
희망도서 구입제외 14
 
1.3%
출판년도 5년 경과 14
 
1.3%
수서부적합자료(수험서/전공서/만화 등) 9
 
0.8%
Other values (3) 8
 
0.7%

Length

2024-04-21T11:02:46.204923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 687
40.3%
비치희망 196
 
11.5%
이용자 196
 
11.5%
취소(홈페이지 193
 
11.3%
희망도서 78
 
4.6%
희망도서(4차 68
 
4.0%
소장 64
 
3.8%
비치 41
 
2.4%
취소 28
 
1.6%
도서 24
 
1.4%
Other values (11) 128
 
7.5%

데이터기준일
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Minimum2023-12-31 00:00:00
Maximum2023-12-31 00:00:00
2024-04-21T11:02:46.348955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:02:46.452784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-04-21T11:02:41.427675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:02:41.159384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:02:41.511499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:02:41.320026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-21T11:02:46.546815image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번발행자발행년추천의견비치상태취소사유
연번1.0000.9950.4820.9690.4540.806
발행자0.9951.0000.9410.9880.0001.000
발행년0.4820.9411.0000.8480.6740.683
추천의견0.9690.9880.8481.0001.0001.000
비치상태0.4540.0000.6741.0001.0001.000
취소사유0.8061.0000.6831.0001.0001.000
2024-04-21T11:02:46.666531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
비치상태취소사유
비치상태1.0000.981
취소사유0.9811.000
2024-04-21T11:02:46.769335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번발행년비치상태취소사유
연번1.0000.3080.3060.506
발행년0.3081.0000.3570.428
비치상태0.3060.3571.0000.981
취소사유0.5060.4280.9811.000

Missing values

2024-04-21T11:02:41.644231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T11:02:41.815475image/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.
2024-04-21T11:02:41.923814image/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

연번신청일표제저자명발행자발행년추천의견비치상태취소사유데이터기준일
012023-01-01검은 머리 황녀님 1엘리아냥 지음<NA><NA><NA>비치희망도서 구입 중2023-12-31
122023-01-01검은머리 황녀님 1팡이 지음, 엘리아냥 원작<NA><NA><NA>취소이용자 비치희망 취소(홈페이지)2023-12-31
232023-01-01검은 머리 황녀님 2 - 완결엘리아냥 지음<NA><NA><NA>비치희망도서 구입 중2023-12-31
342023-01-01대출의 마법 - 전세부터 매매까지 알면 알수록 많이 받고 싸게 받는레오(김은진) 지음<NA><NA><NA>비치희망도서 구입 중2023-12-31
452023-01-01부의 원칙 - 투자의 신 래리 하이트의 추세추종 투자 전략래리 하이트 지음, 강병욱 감수<NA><NA><NA>취소이용자 비치희망 취소(홈페이지)2023-12-31
562023-01-02역설계 - 숨겨진 패턴을 발견하고 나만의 설계도를 만드는 법론 프리드먼 지음, 이수경 옮김<NA><NA><NA>취소<NA>2023-12-31
672023-01-04이토록 평범한 미래김연수 지음<NA><NA><NA>취소<NA>2023-12-31
782023-01-05집시 부부의 수상한 여행 : 미국 편최광철 지음<NA><NA><NA>취소<NA>2023-12-31
892023-01-05사랑한다고 말할 용기 - 목숨 걸지도 때려치우지도 않고, 일과 나 사이에 바로 서기황선우 지음<NA><NA><NA>취소이용자 비치희망 취소(홈페이지)2023-12-31
9102023-01-06주식투자 최적의 타이밍을 잡는 법 - 월스트리트의 전설적인 시장분석가에게 배우는스탠 와인스타인 지음, 우승택 옮김<NA><NA><NA>취소이용자 비치희망 취소(홈페이지)2023-12-31
연번신청일표제저자명발행자발행년추천의견비치상태취소사유데이터기준일
107110722023-12-30살인자의 쇼핑몰 2강지영 지음<NA><NA><NA>비치<NA>2023-12-31
107210732023-12-30이게 바로 물리야 세트 - 전10권조지프 미드선 지음, 새뮤얼 히티 그림, 이충호 옮김, 와이즈만 영재교육연구소 감수<NA><NA><NA>취소전집류2023-12-31
107310742023-12-30우리들의 발리 여행 - 쉽고 새로운 여행의 시작임현지 지음<NA><NA><NA>취소소장 도서2023-12-31
107410752023-12-30[큰글자도서] 마시지 않을 수 없는 밤이니까요정지아 지음<NA><NA><NA>비치<NA>2023-12-31
107510762023-12-30홈in홈 - 불안과 걱정은 들어올 수 없는 내 마음속 집태수 지음<NA><NA><NA>비치<NA>2023-12-31
107610772023-12-30못 먹는 남자정해연 지음<NA><NA><NA>취소소장 도서2023-12-31
107710782023-12-30헌치백 - 2023 아쿠타가와상 수상작이치카와 사오 지음, 양윤옥 옮김<NA><NA><NA>비치<NA>2023-12-31
107810792023-12-30살의의 형태홍정기 지음<NA><NA><NA>비치<NA>2023-12-31
107910802023-12-30단 한 사람최진영 지음<NA><NA><NA>취소이용자 비치희망 취소(홈페이지)2023-12-31
108010812023-12-316시 20분의 남자데이비드 발다치 지음, 허형은 옮김<NA><NA><NA>비치<NA>2023-12-31