Overview

Dataset statistics

Number of variables15
Number of observations40
Missing cells40
Missing cells (%)6.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.9 KiB
Average record size in memory126.3 B

Variable types

Text9
Categorical4
Unsupported1
Boolean1

Dataset

Description국립중앙과학관 홈페이지에 있는 과학학습콘텐츠의 별과 별자리 목록입니다.
Author과학기술정보통신부 국립중앙과학관
URLhttps://www.data.go.kr/data/15067819/fileData.do

Alerts

대분류코드 has constant value ""Constant
감수자 has constant value ""Constant
공개유무 has constant value ""Constant
중분류코드 is highly overall correlated with 추가설명High correlation
추가설명 is highly overall correlated with 중분류코드High correlation
좌표 (X) has 40 (100.0%) missing valuesMissing
콘텐츠 아이디 has unique valuesUnique
콘텐츠 제목 has unique valuesUnique
학명 has unique valuesUnique
약자 has unique valuesUnique
영문표기 has unique valuesUnique
위치 has unique valuesUnique
실제크기 has unique valuesUnique
좌표 (X) is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 00:50:15.704425
Analysis finished2023-12-12 00:50:16.541090
Duration0.84 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

콘텐츠 아이디
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:16.672652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length5
Mean length5
Min length5

Characters and Unicode

Total characters200
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st row1,075
2nd row1,079
3rd row1,081
4th row1,084
5th row1,089
ValueCountFrequency (%)
1,075 1
 
2.5%
1,079 1
 
2.5%
1,088 1
 
2.5%
1,076 1
 
2.5%
1,078 1
 
2.5%
1,080 1
 
2.5%
1,083 1
 
2.5%
1,085 1
 
2.5%
1,086 1
 
2.5%
1,087 1
 
2.5%
Other values (30) 30
75.0%
2023-12-12T09:50:17.134214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 50
25.0%
0 44
22.0%
, 40
20.0%
7 14
 
7.0%
9 14
 
7.0%
8 14
 
7.0%
6 8
 
4.0%
5 4
 
2.0%
4 4
 
2.0%
2 4
 
2.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 160
80.0%
Other Punctuation 40
 
20.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 50
31.2%
0 44
27.5%
7 14
 
8.8%
9 14
 
8.8%
8 14
 
8.8%
6 8
 
5.0%
5 4
 
2.5%
4 4
 
2.5%
2 4
 
2.5%
3 4
 
2.5%
Other Punctuation
ValueCountFrequency (%)
, 40
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 200
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 50
25.0%
0 44
22.0%
, 40
20.0%
7 14
 
7.0%
9 14
 
7.0%
8 14
 
7.0%
6 8
 
4.0%
5 4
 
2.0%
4 4
 
2.0%
2 4
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 200
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 50
25.0%
0 44
22.0%
, 40
20.0%
7 14
 
7.0%
9 14
 
7.0%
8 14
 
7.0%
6 8
 
4.0%
5 4
 
2.0%
4 4
 
2.0%
2 4
 
2.0%

대분류코드
Categorical

CONSTANT 

Distinct1
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
513
40 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row513
2nd row513
3rd row513
4th row513
5th row513

Common Values

ValueCountFrequency (%)
513 40
100.0%

Length

2023-12-12T09:50:17.293829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T09:50:17.409134image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
513 40
100.0%

중분류코드
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
517
10 
516
9 
519
9 
518
8 
515
4 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row516
2nd row517
3rd row517
4th row517
5th row518

Common Values

ValueCountFrequency (%)
517 10
25.0%
516 9
22.5%
519 9
22.5%
518 8
20.0%
515 4
 
10.0%

Length

2023-12-12T09:50:17.533159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T09:50:17.664473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
517 10
25.0%
516 9
22.5%
519 9
22.5%
518 8
20.0%
515 4
 
10.0%

콘텐츠 제목
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:17.890071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length20
Mean length7.325
Min length3

Characters and Unicode

Total characters293
Distinct characters99
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st row처녀자리
2nd row거문고자리
3rd row독수리자리
4th row뱀자리 / 뱀주인자리
5th row페가수스자리
ValueCountFrequency (%)
13
 
19.7%
처녀자리 1
 
1.5%
헤르쿨레스자리 1
 
1.5%
방패자리 1
 
1.5%
작은여우자리 1
 
1.5%
화살자리 1
 
1.5%
천칭자리 1
 
1.5%
살쾡이자리 1
 
1.5%
작은사자자리 1
 
1.5%
육분의자리 1
 
1.5%
Other values (44) 44
66.7%
2023-12-12T09:50:18.385846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
리 57
19.5%
자 55
18.8%
26
 
8.9%
/ 13
 
4.4%
고 5
 
1.7%
스 5
 
1.7%
페 4
 
1.4%
작 4
 
1.4%
뱀 4
 
1.4%
은 4
 
1.4%
Other values (89) 116
39.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 254
86.7%
Space Separator 26
 
8.9%
Other Punctuation 13
 
4.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 57
22.4%
자 55
21.7%
고 5
 
2.0%
스 5
 
2.0%
페 4
 
1.6%
작 4
 
1.6%
뱀 4
 
1.6%
은 4
 
1.6%
마 3
 
1.2%
이 3
 
1.2%
Other values (87) 110
43.3%
Space Separator
ValueCountFrequency (%)
26
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 254
86.7%
Common 39
 
13.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 57
22.4%
자 55
21.7%
고 5
 
2.0%
스 5
 
2.0%
페 4
 
1.6%
작 4
 
1.6%
뱀 4
 
1.6%
은 4
 
1.6%
마 3
 
1.2%
이 3
 
1.2%
Other values (87) 110
43.3%
Common
ValueCountFrequency (%)
26
66.7%
/ 13
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 254
86.7%
ASCII 39
 
13.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
리 57
22.4%
자 55
21.7%
고 5
 
2.0%
스 5
 
2.0%
페 4
 
1.6%
작 4
 
1.6%
뱀 4
 
1.6%
은 4
 
1.6%
마 3
 
1.2%
이 3
 
1.2%
Other values (87) 110
43.3%
ASCII
ValueCountFrequency (%)
26
66.7%
/ 13
33.3%

학명
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:18.675878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length32
Median length24.5
Mean length11.4
Min length3

Characters and Unicode

Total characters456
Distinct characters39
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st rowVirgo
2nd rowLyra
3rd rowAquila
4th rowSerpens / Ophiuchus
5th rowPegasus
ValueCountFrequency (%)
13
 
17.3%
minor 3
 
4.0%
major 2
 
2.7%
ursa 2
 
2.7%
canis 2
 
2.7%
leo 2
 
2.7%
virgo 1
 
1.3%
sagittarius 1
 
1.3%
corona 1
 
1.3%
borealis 1
 
1.3%
Other values (47) 47
62.7%
2023-12-12T09:50:19.496721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
s 40
 
8.8%
a 39
 
8.6%
r 38
 
8.3%
35
 
7.7%
e 34
 
7.5%
i 34
 
7.5%
u 32
 
7.0%
o 25
 
5.5%
n 23
 
5.0%
C 14
 
3.1%
Other values (29) 142
31.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 346
75.9%
Uppercase Letter 62
 
13.6%
Space Separator 35
 
7.7%
Other Punctuation 13
 
2.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 40
11.6%
a 39
11.3%
r 38
11.0%
e 34
9.8%
i 34
9.8%
u 32
9.2%
o 25
7.2%
n 23
6.6%
c 14
 
4.0%
t 12
 
3.5%
Other values (12) 55
15.9%
Uppercase Letter
ValueCountFrequency (%)
C 14
22.6%
L 7
11.3%
M 6
9.7%
A 6
9.7%
S 6
9.7%
P 4
 
6.5%
B 3
 
4.8%
V 3
 
4.8%
E 2
 
3.2%
D 2
 
3.2%
Other values (5) 9
14.5%
Space Separator
ValueCountFrequency (%)
35
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 408
89.5%
Common 48
 
10.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 40
 
9.8%
a 39
 
9.6%
r 38
 
9.3%
e 34
 
8.3%
i 34
 
8.3%
u 32
 
7.8%
o 25
 
6.1%
n 23
 
5.6%
C 14
 
3.4%
c 14
 
3.4%
Other values (27) 115
28.2%
Common
ValueCountFrequency (%)
35
72.9%
/ 13
 
27.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 456
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 40
 
8.8%
a 39
 
8.6%
r 38
 
8.3%
35
 
7.7%
e 34
 
7.5%
i 34
 
7.5%
u 32
 
7.0%
o 25
 
5.5%
n 23
 
5.0%
C 14
 
3.1%
Other values (29) 142
31.1%

약자
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:19.769145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length3
Mean length4.975
Min length3

Characters and Unicode

Total characters199
Distinct characters38
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st rowVir
2nd rowLyr
3rd rowAql
4th rowSer / Oph
5th rowPeg
ValueCountFrequency (%)
13
 
19.7%
vir 1
 
1.5%
her 1
 
1.5%
sct 1
 
1.5%
vul 1
 
1.5%
sge 1
 
1.5%
lib 1
 
1.5%
lyn 1
 
1.5%
lmi 1
 
1.5%
sex 1
 
1.5%
Other values (44) 44
66.7%
2023-12-12T09:50:20.228915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
26
 
13.1%
r 17
 
8.5%
C 14
 
7.0%
/ 13
 
6.5%
e 12
 
6.0%
a 9
 
4.5%
i 9
 
4.5%
L 7
 
3.5%
M 6
 
3.0%
A 6
 
3.0%
Other values (28) 80
40.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 99
49.7%
Uppercase Letter 61
30.7%
Space Separator 26
 
13.1%
Other Punctuation 13
 
6.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
r 17
17.2%
e 12
12.1%
a 9
 
9.1%
i 9
 
9.1%
o 6
 
6.1%
n 5
 
5.1%
c 5
 
5.1%
u 4
 
4.0%
p 4
 
4.0%
g 4
 
4.0%
Other values (11) 24
24.2%
Uppercase Letter
ValueCountFrequency (%)
C 14
23.0%
L 7
11.5%
M 6
9.8%
A 6
9.8%
S 6
9.8%
P 4
 
6.6%
V 3
 
4.9%
E 2
 
3.3%
D 2
 
3.3%
O 2
 
3.3%
Other values (5) 9
14.8%
Space Separator
ValueCountFrequency (%)
26
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 160
80.4%
Common 39
 
19.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
r 17
 
10.6%
C 14
 
8.8%
e 12
 
7.5%
a 9
 
5.6%
i 9
 
5.6%
L 7
 
4.4%
M 6
 
3.8%
A 6
 
3.8%
o 6
 
3.8%
S 6
 
3.8%
Other values (26) 68
42.5%
Common
ValueCountFrequency (%)
26
66.7%
/ 13
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 199
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
26
 
13.1%
r 17
 
8.5%
C 14
 
7.0%
/ 13
 
6.5%
e 12
 
6.0%
a 9
 
4.5%
i 9
 
4.5%
L 7
 
3.5%
M 6
 
3.0%
A 6
 
3.0%
Other values (28) 80
40.2%

영문표기
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:20.509773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length66
Median length38.5
Mean length25.975
Min length7

Characters and Unicode

Total characters1039
Distinct characters48
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st rowthe Virgin, the Maiden
2nd rowthe Lyre, the Harp
3rd rowthe Eagle
4th rowthe Snake, the Serpent / the Serpent Bearer, the Serpentholder
5th rowthe Horse, the Winged Horse, the Flying Horse
ValueCountFrequency (%)
the 73
37.2%
13
 
6.6%
little 5
 
2.6%
dog 4
 
2.0%
horse 4
 
2.0%
lion 3
 
1.5%
serpent 3
 
1.5%
river 2
 
1.0%
goat 2
 
1.0%
shield 2
 
1.0%
Other values (79) 85
43.4%
2023-12-12T09:50:20.986575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 156
15.0%
156
15.0%
t 106
10.2%
h 90
 
8.7%
r 68
 
6.5%
a 52
 
5.0%
i 43
 
4.1%
n 42
 
4.0%
o 40
 
3.8%
l 25
 
2.4%
Other values (38) 261
25.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 734
70.6%
Space Separator 156
 
15.0%
Uppercase Letter 106
 
10.2%
Other Punctuation 41
 
3.9%
Dash Punctuation 2
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 156
21.3%
t 106
14.4%
h 90
12.3%
r 68
9.3%
a 52
 
7.1%
i 43
 
5.9%
n 42
 
5.7%
o 40
 
5.4%
l 25
 
3.4%
s 23
 
3.1%
Other values (14) 89
12.1%
Uppercase Letter
ValueCountFrequency (%)
S 16
15.1%
L 14
13.2%
H 12
11.3%
C 11
10.4%
B 9
8.5%
G 8
7.5%
W 8
7.5%
D 7
6.6%
F 5
 
4.7%
M 3
 
2.8%
Other values (8) 13
12.3%
Other Punctuation
ValueCountFrequency (%)
, 24
58.5%
/ 13
31.7%
' 2
 
4.9%
. 2
 
4.9%
Space Separator
ValueCountFrequency (%)
156
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 840
80.8%
Common 199
 
19.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 156
18.6%
t 106
12.6%
h 90
10.7%
r 68
 
8.1%
a 52
 
6.2%
i 43
 
5.1%
n 42
 
5.0%
o 40
 
4.8%
l 25
 
3.0%
s 23
 
2.7%
Other values (32) 195
23.2%
Common
ValueCountFrequency (%)
156
78.4%
, 24
 
12.1%
/ 13
 
6.5%
' 2
 
1.0%
. 2
 
1.0%
- 2
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1039
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 156
15.0%
156
15.0%
t 106
10.2%
h 90
 
8.7%
r 68
 
6.5%
a 52
 
5.0%
i 43
 
4.1%
n 42
 
4.0%
o 40
 
3.8%
l 25
 
2.4%
Other values (38) 261
25.1%

위치
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:21.214633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length67
Median length63
Mean length26.3
Min length17

Characters and Unicode

Total characters1052
Distinct characters31
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

Unique40 ?
Unique (%)100.0%

Sample

1st row적경 13h 20m, 적위 -2°
2nd row적경 18h 45m, 적위 +36°
3rd row적경 19h 30m, 적위 +2°
4th row적경 (머리)15h 35m, 적위 +8°, (꼬리)적경 18h 00m, 적위 -5° / 적경 17h 10m, 적위 -4°
5th row적경 22h 30m, 적위 +17°
ValueCountFrequency (%)
적위 54
19.0%
적경 52
18.3%
14
 
4.9%
00m 12
 
4.2%
20m 9
 
3.2%
30m 9
 
3.2%
40m 8
 
2.8%
10m 6
 
2.1%
22h 5
 
1.8%
20° 5
 
1.8%
Other values (61) 110
38.7%
2023-12-12T09:50:21.637788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
244
23.2%
적 107
10.2%
0 84
 
8.0%
h 54
 
5.1%
m 54
 
5.1%
, 54
 
5.1%
위 54
 
5.1%
° 54
 
5.1%
경 53
 
5.0%
2 50
 
4.8%
Other values (21) 244
23.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 294
27.9%
Space Separator 244
23.2%
Other Letter 226
21.5%
Lowercase Letter 108
 
10.3%
Other Punctuation 68
 
6.5%
Other Symbol 54
 
5.1%
Math Symbol 35
 
3.3%
Dash Punctuation 19
 
1.8%
Open Punctuation 2
 
0.2%
Close Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
적 107
47.3%
위 54
23.9%
경 53
23.5%
리 4
 
1.8%
자 2
 
0.9%
머 1
 
0.4%
꼬 1
 
0.4%
삼 1
 
0.4%
각 1
 
0.4%
형 1
 
0.4%
Decimal Number
ValueCountFrequency (%)
0 84
28.6%
2 50
17.0%
1 49
16.7%
3 31
 
10.5%
5 24
 
8.2%
4 21
 
7.1%
7 12
 
4.1%
8 11
 
3.7%
6 9
 
3.1%
9 3
 
1.0%
Lowercase Letter
ValueCountFrequency (%)
h 54
50.0%
m 54
50.0%
Other Punctuation
ValueCountFrequency (%)
, 54
79.4%
/ 14
 
20.6%
Space Separator
ValueCountFrequency (%)
244
100.0%
Other Symbol
ValueCountFrequency (%)
° 54
100.0%
Math Symbol
ValueCountFrequency (%)
+ 35
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 718
68.3%
Hangul 226
 
21.5%
Latin 108
 
10.3%

Most frequent character per script

Common
ValueCountFrequency (%)
244
34.0%
0 84
 
11.7%
, 54
 
7.5%
° 54
 
7.5%
2 50
 
7.0%
1 49
 
6.8%
+ 35
 
4.9%
3 31
 
4.3%
5 24
 
3.3%
4 21
 
2.9%
Other values (8) 72
 
10.0%
Hangul
ValueCountFrequency (%)
적 107
47.3%
위 54
23.9%
경 53
23.5%
리 4
 
1.8%
자 2
 
0.9%
머 1
 
0.4%
꼬 1
 
0.4%
삼 1
 
0.4%
각 1
 
0.4%
형 1
 
0.4%
Latin
ValueCountFrequency (%)
h 54
50.0%
m 54
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 772
73.4%
Hangul 226
 
21.5%
None 54
 
5.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
244
31.6%
0 84
 
10.9%
h 54
 
7.0%
m 54
 
7.0%
, 54
 
7.0%
2 50
 
6.5%
1 49
 
6.3%
+ 35
 
4.5%
3 31
 
4.0%
5 24
 
3.1%
Other values (9) 93
 
12.0%
Hangul
ValueCountFrequency (%)
적 107
47.3%
위 54
23.9%
경 53
23.5%
리 4
 
1.8%
자 2
 
0.9%
머 1
 
0.4%
꼬 1
 
0.4%
삼 1
 
0.4%
각 1
 
0.4%
형 1
 
0.4%
None
ValueCountFrequency (%)
° 54
100.0%

자오선통과
Text

Distinct39
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:21.889998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length42
Mean length17.2
Min length11

Characters and Unicode

Total characters688
Distinct characters24
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique38 ?
Unique (%)95.0%

Sample

1st row6월 5일 오후 9시
2nd row8월 27일 오후 9시
3rd row9월 8일 오후 9시
4th row(머리)7월 10일 오후 9시, (꼬리)8월 15일 오후 9시 / 8월 3일 오후 9시
5th row10월 23일 오후 9시
ValueCountFrequency (%)
9시 54
23.6%
오후 48
21.0%
13
 
5.7%
10월 6
 
2.6%
밤 6
 
2.6%
9월 6
 
2.6%
3월 5
 
2.2%
2월 5
 
2.2%
5월 5
 
2.2%
7월 5
 
2.2%
Other values (33) 76
33.2%
2023-12-12T09:50:22.293163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
189
27.5%
9 61
 
8.9%
일 54
 
7.8%
시 54
 
7.8%
월 54
 
7.8%
오 48
 
7.0%
후 48
 
7.0%
1 43
 
6.2%
2 32
 
4.7%
3 19
 
2.8%
Other values (14) 86
12.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 268
39.0%
Decimal Number 213
31.0%
Space Separator 189
27.5%
Other Punctuation 14
 
2.0%
Open Punctuation 2
 
0.3%
Close Punctuation 2
 
0.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
9 61
28.6%
1 43
20.2%
2 32
15.0%
3 19
 
8.9%
5 12
 
5.6%
0 12
 
5.6%
4 12
 
5.6%
8 11
 
5.2%
7 7
 
3.3%
6 4
 
1.9%
Other Letter
ValueCountFrequency (%)
일 54
20.1%
시 54
20.1%
월 54
20.1%
오 48
17.9%
후 48
17.9%
밤 6
 
2.2%
리 2
 
0.7%
머 1
 
0.4%
꼬 1
 
0.4%
Other Punctuation
ValueCountFrequency (%)
/ 13
92.9%
, 1
 
7.1%
Space Separator
ValueCountFrequency (%)
189
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 420
61.0%
Hangul 268
39.0%

Most frequent character per script

Common
ValueCountFrequency (%)
189
45.0%
9 61
 
14.5%
1 43
 
10.2%
2 32
 
7.6%
3 19
 
4.5%
/ 13
 
3.1%
5 12
 
2.9%
0 12
 
2.9%
4 12
 
2.9%
8 11
 
2.6%
Other values (5) 16
 
3.8%
Hangul
ValueCountFrequency (%)
일 54
20.1%
시 54
20.1%
월 54
20.1%
오 48
17.9%
후 48
17.9%
밤 6
 
2.2%
리 2
 
0.7%
머 1
 
0.4%
꼬 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 420
61.0%
Hangul 268
39.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
189
45.0%
9 61
 
14.5%
1 43
 
10.2%
2 32
 
7.6%
3 19
 
4.5%
/ 13
 
3.1%
5 12
 
2.9%
0 12
 
2.9%
4 12
 
2.9%
8 11
 
2.6%
Other values (5) 16
 
3.8%
Hangul
ValueCountFrequency (%)
일 54
20.1%
시 54
20.1%
월 54
20.1%
오 48
17.9%
후 48
17.9%
밤 6
 
2.2%
리 2
 
0.7%
머 1
 
0.4%
꼬 1
 
0.4%

별의개수
Text

Distinct39
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:22.542333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12.5
Mean length5.225
Min length3

Characters and Unicode

Total characters209
Distinct characters13
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique38 ?
Unique (%)95.0%

Sample

1st row99개
2nd row35개
3rd row70개
4th row54개 / 84개
5th row98개
ValueCountFrequency (%)
13
 
19.7%
19개 3
 
4.5%
98개 2
 
3.0%
96개 2
 
3.0%
84개 2
 
3.0%
26개 2
 
3.0%
126개 2
 
3.0%
25개 2
 
3.0%
17개 2
 
3.0%
110개 1
 
1.5%
Other values (35) 35
53.0%
2023-12-12T09:50:23.007518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
개 53
25.4%
26
12.4%
1 24
11.5%
2 14
 
6.7%
/ 13
 
6.2%
9 12
 
5.7%
8 11
 
5.3%
6 11
 
5.3%
5 11
 
5.3%
4 10
 
4.8%
Other values (3) 24
11.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 117
56.0%
Other Letter 53
25.4%
Space Separator 26
 
12.4%
Other Punctuation 13
 
6.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 24
20.5%
2 14
12.0%
9 12
10.3%
8 11
9.4%
6 11
9.4%
5 11
9.4%
4 10
8.5%
7 9
 
7.7%
3 9
 
7.7%
0 6
 
5.1%
Other Letter
ValueCountFrequency (%)
개 53
100.0%
Space Separator
ValueCountFrequency (%)
26
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 156
74.6%
Hangul 53
 
25.4%

Most frequent character per script

Common
ValueCountFrequency (%)
26
16.7%
1 24
15.4%
2 14
9.0%
/ 13
8.3%
9 12
7.7%
8 11
7.1%
6 11
7.1%
5 11
7.1%
4 10
 
6.4%
7 9
 
5.8%
Other values (2) 15
9.6%
Hangul
ValueCountFrequency (%)
개 53
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 156
74.6%
Hangul 53
 
25.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
개 53
100.0%
ASCII
ValueCountFrequency (%)
26
16.7%
1 24
15.4%
2 14
9.0%
/ 13
8.3%
9 12
7.7%
8 11
7.1%
6 11
7.1%
5 11
7.1%
4 10
 
6.4%
7 9
 
5.8%
Other values (2) 15
9.6%

실제크기
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-12T09:50:23.287306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length51
Median length15
Mean length20.8
Min length15

Characters and Unicode

Total characters832
Distinct characters19
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st row1294.428평방도(2위)
2nd row286.476평방도(52위)
3rd row652.473평방도(22위)
4th row636.928평방도(23위) / 948.340평방도(11위)
5th row1120.794평방도(7위)
ValueCountFrequency (%)
13
 
19.7%
1294.428평방도(2위 1
 
1.5%
1225.148평방도(5위 1
 
1.5%
109.114평방도(84위 1
 
1.5%
268.165평방도(55위 1
 
1.5%
79.932평방도(86위 1
 
1.5%
538.052평방도(29위 1
 
1.5%
545.386평방도(28위 1
 
1.5%
231.956평방도(64위 1
 
1.5%
313.515평방도(47위 1
 
1.5%
Other values (44) 44
66.7%
2023-12-12T09:50:23.752750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 61
 
7.3%
평 53
 
6.4%
) 53
 
6.4%
위 53
 
6.4%
도 53
 
6.4%
방 53
 
6.4%
( 53
 
6.4%
. 53
 
6.4%
8 51
 
6.1%
2 46
 
5.5%
Other values (9) 303
36.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 422
50.7%
Other Letter 212
25.5%
Other Punctuation 66
 
7.9%
Close Punctuation 53
 
6.4%
Open Punctuation 53
 
6.4%
Space Separator 26
 
3.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 61
14.5%
8 51
12.1%
2 46
10.9%
4 46
10.9%
3 42
10.0%
7 40
9.5%
5 39
9.2%
9 37
8.8%
6 36
8.5%
0 24
 
5.7%
Other Letter
ValueCountFrequency (%)
평 53
25.0%
위 53
25.0%
도 53
25.0%
방 53
25.0%
Other Punctuation
ValueCountFrequency (%)
. 53
80.3%
/ 13
 
19.7%
Close Punctuation
ValueCountFrequency (%)
) 53
100.0%
Open Punctuation
ValueCountFrequency (%)
( 53
100.0%
Space Separator
ValueCountFrequency (%)
26
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 620
74.5%
Hangul 212
 
25.5%

Most frequent character per script

Common
ValueCountFrequency (%)
1 61
9.8%
) 53
 
8.5%
( 53
 
8.5%
. 53
 
8.5%
8 51
 
8.2%
2 46
 
7.4%
4 46
 
7.4%
3 42
 
6.8%
7 40
 
6.5%
5 39
 
6.3%
Other values (5) 136
21.9%
Hangul
ValueCountFrequency (%)
평 53
25.0%
위 53
25.0%
도 53
25.0%
방 53
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 620
74.5%
Hangul 212
 
25.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 61
9.8%
) 53
 
8.5%
( 53
 
8.5%
. 53
 
8.5%
8 51
 
8.2%
2 46
 
7.4%
4 46
 
7.4%
3 42
 
6.8%
7 40
 
6.5%
5 39
 
6.3%
Other values (5) 136
21.9%
Hangul
ValueCountFrequency (%)
평 53
25.0%
위 53
25.0%
도 53
25.0%
방 53
25.0%

좌표 (X)
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing40
Missing (%)100.0%
Memory size492.0 B

추가설명
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
여름철 밤하늘 별자리
10 
봄철 밤하늘 별자리
9 
겨울철 밤하늘 별자리
9 
가을철 밤하늘 별자리
8 
북쪽 밤하늘 별자리
4 

Length

Max length11
Median length11
Mean length10.675
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row봄철 밤하늘 별자리
2nd row여름철 밤하늘 별자리
3rd row여름철 밤하늘 별자리
4th row여름철 밤하늘 별자리
5th row가을철 밤하늘 별자리

Common Values

ValueCountFrequency (%)
여름철 밤하늘 별자리 10
25.0%
봄철 밤하늘 별자리 9
22.5%
겨울철 밤하늘 별자리 9
22.5%
가을철 밤하늘 별자리 8
20.0%
북쪽 밤하늘 별자리 4
 
10.0%

Length

2023-12-12T09:50:23.942899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T09:50:24.098750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
밤하늘 40
33.3%
별자리 40
33.3%
여름철 10
 
8.3%
봄철 9
 
7.5%
겨울철 9
 
7.5%
가을철 8
 
6.7%
북쪽 4
 
3.3%

감수자
Categorical

CONSTANT 

Distinct1
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
이태형 교수
40 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row이태형 교수
2nd row이태형 교수
3rd row이태형 교수
4th row이태형 교수
5th row이태형 교수

Common Values

ValueCountFrequency (%)
이태형 교수 40
100.0%

Length

2023-12-12T09:50:24.300392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T09:50:24.441209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
이태형 40
50.0%
교수 40
50.0%

공개유무
Boolean

CONSTANT 

Distinct1
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size172.0 B
True
40 
ValueCountFrequency (%)
True 40
100.0%
2023-12-12T09:50:24.584702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T09:50:24.683657image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
콘텐츠 아이디중분류코드콘텐츠 제목학명약자영문표기위치자오선통과별의개수실제크기추가설명
콘텐츠 아이디1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
중분류코드1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
콘텐츠 제목1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
학명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
약자1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영문표기1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
위치1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
자오선통과1.0001.0001.0001.0001.0001.0001.0001.0000.9941.0001.000
별의개수1.0001.0001.0001.0001.0001.0001.0000.9941.0001.0001.000
실제크기1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
추가설명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
2023-12-12T09:50:24.856984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
중분류코드추가설명
중분류코드1.0001.000
추가설명1.0001.000
2023-12-12T09:50:24.972867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
중분류코드추가설명
중분류코드1.0001.000
추가설명1.0001.000

Missing values

2023-12-12T09:50:16.311918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T09:50:16.470896image/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

콘텐츠 아이디대분류코드중분류코드콘텐츠 제목학명약자영문표기위치자오선통과별의개수실제크기좌표 (X)추가설명감수자공개유무
01,075513516처녀자리VirgoVirthe Virgin, the Maiden적경 13h 20m, 적위 -2°6월 5일 오후 9시99개1294.428평방도(2위)<NA>봄철 밤하늘 별자리이태형 교수Y
11,079513517거문고자리LyraLyrthe Lyre, the Harp적경 18h 45m, 적위 +36°8월 27일 오후 9시35개286.476평방도(52위)<NA>여름철 밤하늘 별자리이태형 교수Y
21,081513517독수리자리AquilaAqlthe Eagle적경 19h 30m, 적위 +2°9월 8일 오후 9시70개652.473평방도(22위)<NA>여름철 밤하늘 별자리이태형 교수Y
31,084513517뱀자리 / 뱀주인자리Serpens / OphiuchusSer / Ophthe Snake, the Serpent / the Serpent Bearer, the Serpentholder적경 (머리)15h 35m, 적위 +8°, (꼬리)적경 18h 00m, 적위 -5° / 적경 17h 10m, 적위 -4°(머리)7월 10일 오후 9시, (꼬리)8월 15일 오후 9시 / 8월 3일 오후 9시54개 / 84개636.928평방도(23위) / 948.340평방도(11위)<NA>여름철 밤하늘 별자리이태형 교수Y
41,089513518페가수스자리PegasusPegthe Horse, the Winged Horse, the Flying Horse적경 22h 30m, 적위 +17°10월 23일 오후 9시98개1120.794평방도(7위)<NA>가을철 밤하늘 별자리이태형 교수Y
51,091513518물병자리 / 남쪽물고기자리Aquarius / Piscis AustrinusAqr / PsAthe Water-Bearer, the Water-Man, the Cupbearer / the Southern Fish적경 22h 20m, 적위 -13° / 적경 22h 00m, 적위 -32°10월 20일 오후 9시 / 10월 15일 오후 9시96개 / 26개979.854평방도(10위) / 245.375평방도(60위)<NA>가을철 밤하늘 별자리이태형 교수Y
61,095513518도마뱀자리 / 조랑말자리Lacerta / EquuleusLac / Equthe Lizard / the Foal, the Colt, the Little Horse적경 22h 25m, 적위 +43° / 적경 21h 10m, 적위 +6°삼각형자리 / 양자리10월 22일 오후 9시 / 10월 3일 오후 9시36개 / 10개200.688평방도(68위) / 71.641평방도(87위)<NA>가을철 밤하늘 별자리이태형 교수Y
71,100513519쌍둥이자리GeminiGemthe Twins적경 7h 00m, 적위 +22°3월 1일 오후 9시75개513.761평방도(30위)<NA>겨울철 밤하늘 별자리이태형 교수Y
81,102513519오리온자리OrionOrithe Great Hunter, the Warrior적경 5h 20m, 적위 +3°2월 3일 오후 9시125개594.120평방도(26위)<NA>겨울철 밤하늘 별자리이태형 교수Y
91,069513515케페우스자리CepheusCepCepheus, the king적경 22h 00m, 적위 +70°10월 15일 밤 9시96개587.787평방도(27위)<NA>북쪽 밤하늘 별자리이태형 교수Y
콘텐츠 아이디대분류코드중분류코드콘텐츠 제목학명약자영문표기위치자오선통과별의개수실제크기좌표 (X)추가설명감수자공개유무
301,090513518고래자리CetusCetthe Whale적경 1h 45m, 적위 -12°12월 11일 오후 9시110개1231.411평방도(4위)<NA>가을철 밤하늘 별자리이태형 교수Y
311,092513518물고기자리PiscesPscthe Fishes적경 0h 20m, 적위 +10°11월 20일 오후 9시81개889.417평방도(14위)<NA>가을철 밤하늘 별자리이태형 교수Y
321,094513518페르세우스자리PerseusPerPerseus적경 3h 20m, 적위 +42°1월 4일 오후 9시98개614.997평방도(24위)<NA>가을철 밤하늘 별자리이태형 교수Y
331,096513518삼각형자리 / 양자리Triangulum / AriesTri / Arithe Triangle / the Ram적경 2h 00m, 적위 +32° / 적경 2h 30m, 적위 +20°12월 15일 오후 9시 / 12월 25일 오후 9시19개 / 56개131.847평방도(78위) / 441.395평방도(39위)<NA>가을철 밤하늘 별자리이태형 교수Y
341,098513519게자리CancerCncthe Crab적경 8h 30m, 적위 +20°3월 24일 오후 9시52개505.872평방도(31위)<NA>겨울철 밤하늘 별자리이태형 교수Y
351,101513519에리다누스자리EridanusErithe River, River Eridanus적경 3h 50m, 적위 -30°1월 12일 오후 9시129개1137.919평방도(6위)<NA>겨울철 밤하늘 별자리이태형 교수Y
361,103513519외뿔소자리 / 토끼자리Monoceros / LepusMon / Lepthe Unicorn / the Hare7h 00m 적위 -3° / 적경 5h 25m, 적위 -20°3월 1일 오후 9시 / 2월 4일 오후 9시73개 / 46개481.560평방도(35위) / 290.291평방도(51위)<NA>겨울철 밤하늘 별자리이태형 교수Y
371,105513519큰개자리Canis MajorCMathe Greater Dog. the Lager Dog적경 6h 40m, 적위 -24°2월 24일 오후 9시87개380.118평방도(43위)<NA>겨울철 밤하늘 별자리이태형 교수Y
381,070513516사자자리LeoLeothe Lion적경 10h 30m, 적위 +15°4월 23일 오후 9시80개946.964평방도(12위)<NA>봄철 밤하늘 별자리이태형 교수Y
391,072513516목동자리BootesBoothe Herdsman적경 14h 35m, 적위 +30°6월 24일 오후 9시86개906.831평방도(13위)<NA>봄철 밤하늘 별자리이태형 교수Y