Overview

Dataset statistics

Number of variables12
Number of observations26
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.4 KiB
Average record size in memory95.1 B

Variable types

Text7
Categorical3
DateTime1
Boolean1

Dataset

Description샘플 데이터
Author한양대
URLhttps://bigdata-region.kr/#/dataset/5d48e2bf-5e3d-4b76-adeb-ada6aed2bb81

Alerts

영상수집일자 has constant value ""Constant
영상자막여부 is highly imbalanced (60.9%)Imbalance
영상경로명 has unique valuesUnique
영상영상설명 has unique valuesUnique
영상영상길이 has unique valuesUnique
영상영상업로드일자 has unique valuesUnique
영상영상제목 has unique valuesUnique
영상영상썸네일URL has unique valuesUnique

Reproduction

Analysis started2023-12-10 13:56:50.633880
Analysis finished2023-12-10 13:56:52.747216
Duration2.11 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

영상경로명
Text

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-10T22:56:53.039822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length43
Median length43
Mean length43
Min length43

Characters and Unicode

Total characters1118
Distinct characters68
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)100.0%

Sample

1st rowhttps://www.youtube.com/watch?v=e3e6vceZ130
2nd rowhttps://www.youtube.com/watch?v=e3biVIhbquc
3rd rowhttps://www.youtube.com/watch?v=e44l5hfQdDU
4th rowhttps://www.youtube.com/watch?v=e3pVj6JKsJM
5th rowhttps://www.youtube.com/watch?v=M9-hnHgcXbI
ValueCountFrequency (%)
https://www.youtube.com/watch?v=e3e6vcez130 1
 
3.8%
https://www.youtube.com/watch?v=e3bivihbquc 1
 
3.8%
https://www.youtube.com/watch?v=e56qhe0islc 1
 
3.8%
https://www.youtube.com/watch?v=m9j7l9ydtvu 1
 
3.8%
https://www.youtube.com/watch?v=e4jx8bmgrkc 1
 
3.8%
https://www.youtube.com/watch?v=m9bxyaf0ziu 1
 
3.8%
https://www.youtube.com/watch?v=e4fzc0sn0is 1
 
3.8%
https://www.youtube.com/watch?v=m9xbsuepktu 1
 
3.8%
https://www.youtube.com/watch?v=e4diby4x54m 1
 
3.8%
https://www.youtube.com/watch?v=m9uyod2kuya 1
 
3.8%
Other values (16) 16
61.5%
2023-12-10T22:56:53.629076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
t 107
 
9.6%
w 105
 
9.4%
/ 78
 
7.0%
c 59
 
5.3%
h 57
 
5.1%
u 56
 
5.0%
o 55
 
4.9%
. 52
 
4.7%
e 45
 
4.0%
b 33
 
3.0%
Other values (58) 471
42.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 737
65.9%
Other Punctuation 182
 
16.3%
Uppercase Letter 99
 
8.9%
Decimal Number 71
 
6.4%
Math Symbol 26
 
2.3%
Dash Punctuation 2
 
0.2%
Connector Punctuation 1
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 107
14.5%
w 105
14.2%
c 59
 
8.0%
h 57
 
7.7%
u 56
 
7.6%
o 55
 
7.5%
e 45
 
6.1%
b 33
 
4.5%
s 32
 
4.3%
y 31
 
4.2%
Other values (16) 157
21.3%
Uppercase Letter
ValueCountFrequency (%)
M 18
18.2%
U 8
 
8.1%
Q 6
 
6.1%
V 6
 
6.1%
X 5
 
5.1%
T 5
 
5.1%
J 5
 
5.1%
B 5
 
5.1%
Z 4
 
4.0%
I 4
 
4.0%
Other values (15) 33
33.3%
Decimal Number
ValueCountFrequency (%)
4 19
26.8%
9 16
22.5%
0 7
 
9.9%
8 6
 
8.5%
3 6
 
8.5%
6 5
 
7.0%
5 5
 
7.0%
7 4
 
5.6%
2 2
 
2.8%
1 1
 
1.4%
Other Punctuation
ValueCountFrequency (%)
/ 78
42.9%
. 52
28.6%
: 26
 
14.3%
? 26
 
14.3%
Math Symbol
ValueCountFrequency (%)
= 26
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 836
74.8%
Common 282
 
25.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 107
12.8%
w 105
12.6%
c 59
 
7.1%
h 57
 
6.8%
u 56
 
6.7%
o 55
 
6.6%
e 45
 
5.4%
b 33
 
3.9%
s 32
 
3.8%
y 31
 
3.7%
Other values (41) 256
30.6%
Common
ValueCountFrequency (%)
/ 78
27.7%
. 52
18.4%
: 26
 
9.2%
? 26
 
9.2%
= 26
 
9.2%
4 19
 
6.7%
9 16
 
5.7%
0 7
 
2.5%
8 6
 
2.1%
3 6
 
2.1%
Other values (7) 20
 
7.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1118
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 107
 
9.6%
w 105
 
9.4%
/ 78
 
7.0%
c 59
 
5.3%
h 57
 
5.1%
u 56
 
5.0%
o 55
 
4.9%
. 52
 
4.7%
e 45
 
4.0%
b 33
 
3.0%
Other values (58) 471
42.1%

영상수집일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size340.0 B
2020-11-01
26 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-11-01
2nd row2020-11-01
3rd row2020-11-01
4th row2020-11-01
5th row2020-11-01

Common Values

ValueCountFrequency (%)
2020-11-01 26
100.0%

Length

2023-12-10T22:56:53.871708image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:56:54.035730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-11-01 26
100.0%

영상채널경로명
Text

Distinct24
Distinct (%)92.3%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-10T22:56:54.471754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length56
Mean length56
Min length56

Characters and Unicode

Total characters1456
Distinct characters67
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)84.6%

Sample

1st rowhttps://www.youtube.com/channel/UC7uKMg7lPdCp4Nm1tLesihQ
2nd rowhttps://www.youtube.com/channel/UCuYhZXnF8rbPswCErD6jptw
3rd rowhttps://www.youtube.com/channel/UCn0nlepACCBD6rxj-GUwn5A
4th rowhttps://www.youtube.com/channel/UCe52oeb7Xv_KaJsEzcKXJJg
5th rowhttps://www.youtube.com/channel/UC1MQ-3B7gRmyeAzBtt-GAUA
ValueCountFrequency (%)
https://www.youtube.com/channel/ucn0nlepaccbd6rxj-guwn5a 2
 
7.7%
https://www.youtube.com/channel/ucl_tb4aqpkkxuycjqhz6dmw 2
 
7.7%
https://www.youtube.com/channel/uc7ukmg7lpdcp4nm1tlesihq 1
 
3.8%
https://www.youtube.com/channel/uc6eriduvboaao-ot5rb2xew 1
 
3.8%
https://www.youtube.com/channel/ucghenmc3gghlst-risdczdq 1
 
3.8%
https://www.youtube.com/channel/ucfctzjtujhe18k8ixwmxtyq 1
 
3.8%
https://www.youtube.com/channel/ucbzkvegsfuso7zma_j8mz7q 1
 
3.8%
https://www.youtube.com/channel/uc7lb15p-hux7a5gbuhcxtuq 1
 
3.8%
https://www.youtube.com/channel/ucf4wxdo3inmxp-y59wxdsfw 1
 
3.8%
https://www.youtube.com/channel/ucyooecrv-fixlpadweiavea 1
 
3.8%
Other values (14) 14
53.8%
2023-12-10T22:56:55.187068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 104
 
7.1%
w 97
 
6.7%
t 89
 
6.1%
e 69
 
4.7%
u 67
 
4.6%
n 65
 
4.5%
o 62
 
4.3%
h 59
 
4.1%
c 59
 
4.1%
. 52
 
3.6%
Other values (57) 733
50.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 901
61.9%
Uppercase Letter 278
 
19.1%
Other Punctuation 182
 
12.5%
Decimal Number 76
 
5.2%
Dash Punctuation 10
 
0.7%
Connector Punctuation 9
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 97
 
10.8%
t 89
 
9.9%
e 69
 
7.7%
u 67
 
7.4%
n 65
 
7.2%
o 62
 
6.9%
h 59
 
6.5%
c 59
 
6.5%
s 37
 
4.1%
m 37
 
4.1%
Other values (16) 260
28.9%
Uppercase Letter
ValueCountFrequency (%)
C 41
 
14.7%
U 31
 
11.2%
A 18
 
6.5%
J 12
 
4.3%
D 12
 
4.3%
B 12
 
4.3%
X 11
 
4.0%
P 11
 
4.0%
Y 11
 
4.0%
Q 10
 
3.6%
Other values (16) 109
39.2%
Decimal Number
ValueCountFrequency (%)
7 11
14.5%
5 11
14.5%
1 9
11.8%
4 9
11.8%
3 9
11.8%
6 8
10.5%
8 8
10.5%
2 5
6.6%
9 4
 
5.3%
0 2
 
2.6%
Other Punctuation
ValueCountFrequency (%)
/ 104
57.1%
. 52
28.6%
: 26
 
14.3%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1179
81.0%
Common 277
 
19.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 97
 
8.2%
t 89
 
7.5%
e 69
 
5.9%
u 67
 
5.7%
n 65
 
5.5%
o 62
 
5.3%
h 59
 
5.0%
c 59
 
5.0%
C 41
 
3.5%
s 37
 
3.1%
Other values (42) 534
45.3%
Common
ValueCountFrequency (%)
/ 104
37.5%
. 52
18.8%
: 26
 
9.4%
7 11
 
4.0%
5 11
 
4.0%
- 10
 
3.6%
1 9
 
3.2%
4 9
 
3.2%
_ 9
 
3.2%
3 9
 
3.2%
Other values (5) 27
 
9.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1456
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 104
 
7.1%
w 97
 
6.7%
t 89
 
6.1%
e 69
 
4.7%
u 67
 
4.6%
n 65
 
4.5%
o 62
 
4.3%
h 59
 
4.1%
c 59
 
4.1%
. 52
 
3.6%
Other values (57) 733
50.3%

영상영상범주명
Categorical

Distinct9
Distinct (%)34.6%
Missing0
Missing (%)0.0%
Memory size340.0 B
엔터테인먼트
12 
뉴스/정치
4 
게임
3 
인물/블로그
2 
음악
 
1
Other values (4)
4 

Length

Max length8
Median length6
Mean length5.1923077
Min length2

Unique

Unique5 ?
Unique (%)19.2%

Sample

1st row게임
2nd row뉴스/정치
3rd row엔터테인먼트
4th row음악
5th row영화/애니메이션

Common Values

ValueCountFrequency (%)
엔터테인먼트 12
46.2%
뉴스/정치 4
 
15.4%
게임 3
 
11.5%
인물/블로그 2
 
7.7%
음악 1
 
3.8%
영화/애니메이션 1
 
3.8%
여행/이벤트 1
 
3.8%
반려동물/동물 1
 
3.8%
교육 1
 
3.8%

Length

2023-12-10T22:56:55.549066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:56:55.851251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
엔터테인먼트 12
46.2%
뉴스/정치 4
 
15.4%
게임 3
 
11.5%
인물/블로그 2
 
7.7%
음악 1
 
3.8%
영화/애니메이션 1
 
3.8%
여행/이벤트 1
 
3.8%
반려동물/동물 1
 
3.8%
교육 1
 
3.8%

영상영상설명
Text

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-10T22:56:56.201729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length917
Median length224
Mean length274.80769
Min length21

Characters and Unicode

Total characters7145
Distinct characters547
Distinct categories15 ?
Distinct scripts3 ?
Distinct blocks10 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)100.0%

Sample

1st row150524영상 레고77 방송국 http:afreeca.comeugenebaduk
2nd row2015 이웃만들기 지원사업 결과발표회
3rd row아이들 몰래 그리운 가족사진을 보면서 잠못이루는 손성휘씨[동행;Accompany].20190427
4th row[Showcase] Asia Music Network 2015 HIGH4 - 하이포
5th row건담 홀릭 TV 구독하기 : http:goo.glnki4Th 건담 홀릭 사이트 : http:gundamholic.com 건담 홀릭 아프리카 채널 : http:afreeca.comchsw6109 GundamHolic 영상입니다
ValueCountFrequency (%)
25
 
2.2%
● 16
 
1.4%
mbc 13
 
1.2%
공식 11
 
1.0%
위해 9
 
0.8%
홈페이지 8
 
0.7%
함께 7
 
0.6%
▷ 6
 
0.5%
육아 6
 
0.5%
수 6
 
0.5%
Other values (849) 1015
90.5%
2023-12-10T22:56:57.035556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1200
 
16.8%
t 227
 
3.2%
. 186
 
2.6%
o 181
 
2.5%
e 172
 
2.4%
s 165
 
2.3%
a 129
 
1.8%
w 125
 
1.7%
c 120
 
1.7%
h 113
 
1.6%
Other values (537) 4527
63.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2580
36.1%
Lowercase Letter 2164
30.3%
Space Separator 1200
16.8%
Other Punctuation 431
 
6.0%
Uppercase Letter 334
 
4.7%
Decimal Number 292
 
4.1%
Other Symbol 34
 
0.5%
Close Punctuation 29
 
0.4%
Open Punctuation 26
 
0.4%
Math Symbol 23
 
0.3%
Other values (5) 32
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 80
 
3.1%
는 57
 
2.2%
다 51
 
2.0%
스 47
 
1.8%
시 41
 
1.6%
아 40
 
1.6%
기 39
 
1.5%
지 39
 
1.5%
의 35
 
1.4%
을 35
 
1.4%
Other values (439) 2116
82.0%
Lowercase Letter
ValueCountFrequency (%)
t 227
 
10.5%
o 181
 
8.4%
e 172
 
7.9%
s 165
 
7.6%
a 129
 
6.0%
w 125
 
5.8%
c 120
 
5.5%
h 113
 
5.2%
r 103
 
4.8%
n 97
 
4.5%
Other values (16) 732
33.8%
Uppercase Letter
ValueCountFrequency (%)
S 56
16.8%
B 41
12.3%
C 33
 
9.9%
M 27
 
8.1%
T 26
 
7.8%
V 21
 
6.3%
I 15
 
4.5%
E 11
 
3.3%
H 10
 
3.0%
P 10
 
3.0%
Other values (16) 84
25.1%
Other Punctuation
ValueCountFrequency (%)
. 186
43.2%
: 112
26.0%
; 48
 
11.1%
! 24
 
5.6%
' 20
 
4.6%
# 16
 
3.7%
? 9
 
2.1%
* 5
 
1.2%
… 4
 
0.9%
· 3
 
0.7%
Other values (2) 4
 
0.9%
Decimal Number
ValueCountFrequency (%)
0 60
20.5%
1 52
17.8%
2 47
16.1%
5 30
10.3%
8 21
 
7.2%
3 20
 
6.8%
9 17
 
5.8%
7 17
 
5.8%
6 15
 
5.1%
4 13
 
4.5%
Math Symbol
ValueCountFrequency (%)
~ 6
26.1%
▷ 6
26.1%
= 5
21.7%
+ 3
13.0%
→ 2
 
8.7%
｜ 1
 
4.3%
Other Symbol
ValueCountFrequency (%)
● 16
47.1%
▶ 15
44.1%
ⓒ 2
 
5.9%
☞ 1
 
2.9%
Close Punctuation
ValueCountFrequency (%)
] 14
48.3%
) 14
48.3%
〉 1
 
3.4%
Open Punctuation
ValueCountFrequency (%)
[ 13
50.0%
( 12
46.2%
〈 1
 
3.8%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
66.7%
“ 1
33.3%
Modifier Symbol
ValueCountFrequency (%)
˚ 2
50.0%
^ 2
50.0%
Space Separator
ValueCountFrequency (%)
1200
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 13
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 11
100.0%
Final Punctuation
ValueCountFrequency (%)
” 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2580
36.1%
Latin 2498
35.0%
Common 2067
28.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 80
 
3.1%
는 57
 
2.2%
다 51
 
2.0%
스 47
 
1.8%
시 41
 
1.6%
아 40
 
1.6%
기 39
 
1.5%
지 39
 
1.5%
의 35
 
1.4%
을 35
 
1.4%
Other values (439) 2116
82.0%
Latin
ValueCountFrequency (%)
t 227
 
9.1%
o 181
 
7.2%
e 172
 
6.9%
s 165
 
6.6%
a 129
 
5.2%
w 125
 
5.0%
c 120
 
4.8%
h 113
 
4.5%
r 103
 
4.1%
n 97
 
3.9%
Other values (42) 1066
42.7%
Common
ValueCountFrequency (%)
1200
58.1%
. 186
 
9.0%
: 112
 
5.4%
0 60
 
2.9%
1 52
 
2.5%
; 48
 
2.3%
2 47
 
2.3%
5 30
 
1.5%
! 24
 
1.2%
8 21
 
1.0%
Other values (36) 287
 
13.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4507
63.1%
Hangul 2574
36.0%
Geometric Shapes 37
 
0.5%
Punctuation 8
 
0.1%
None 6
 
0.1%
Compat Jamo 6
 
0.1%
Arrows 2
 
< 0.1%
Enclosed Alphanum 2
 
< 0.1%
Modifier Letters 2
 
< 0.1%
Misc Symbols 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1200
26.6%
t 227
 
5.0%
. 186
 
4.1%
o 181
 
4.0%
e 172
 
3.8%
s 165
 
3.7%
a 129
 
2.9%
w 125
 
2.8%
c 120
 
2.7%
h 113
 
2.5%
Other values (73) 1889
41.9%
Hangul
ValueCountFrequency (%)
이 80
 
3.1%
는 57
 
2.2%
다 51
 
2.0%
스 47
 
1.8%
시 41
 
1.6%
아 40
 
1.6%
기 39
 
1.5%
지 39
 
1.5%
의 35
 
1.4%
을 35
 
1.4%
Other values (434) 2110
82.0%
Geometric Shapes
ValueCountFrequency (%)
● 16
43.2%
▶ 15
40.5%
▷ 6
 
16.2%
Punctuation
ValueCountFrequency (%)
… 4
50.0%
‘ 2
25.0%
“ 1
 
12.5%
” 1
 
12.5%
None
ValueCountFrequency (%)
· 3
50.0%
〉 1
 
16.7%
〈 1
 
16.7%
｜ 1
 
16.7%
Compat Jamo
ValueCountFrequency (%)
ㅠ 2
33.3%
ㅇ 1
16.7%
ㄼ 1
16.7%
ㅗ 1
16.7%
ㅤ 1
16.7%
Arrows
ValueCountFrequency (%)
→ 2
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
ⓒ 2
100.0%
Modifier Letters
ValueCountFrequency (%)
˚ 2
100.0%
Misc Symbols
ValueCountFrequency (%)
☞ 1
100.0%

영상영상길이
Text

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-10T22:56:57.455405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length8
Mean length6.8461538
Min length4

Characters and Unicode

Total characters178
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

Unique26 ?
Unique (%)100.0%

Sample

1st rowPT48M7S
2nd rowPT1M
3rd rowPT1M48S
4th rowPT14M14S
5th rowPT1H6M21S
ValueCountFrequency (%)
pt48m7s 1
 
3.8%
pt1m 1
 
3.8%
pt9m31s 1
 
3.8%
pt14m41s 1
 
3.8%
pt1m29s 1
 
3.8%
pt41s 1
 
3.8%
pt41m18s 1
 
3.8%
pt20m23s 1
 
3.8%
pt21m29s 1
 
3.8%
pt6m49s 1
 
3.8%
Other values (16) 16
61.5%
2023-12-10T22:56:58.075788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
P 26
14.6%
T 26
14.6%
S 25
14.0%
M 23
12.9%
1 20
11.2%
4 14
7.9%
2 12
6.7%
8 7
 
3.9%
9 6
 
3.4%
3 5
 
2.8%
Other values (5) 14
7.9%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter 101
56.7%
Decimal Number 77
43.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 20
26.0%
4 14
18.2%
2 12
15.6%
8 7
 
9.1%
9 6
 
7.8%
3 5
 
6.5%
7 4
 
5.2%
5 4
 
5.2%
6 3
 
3.9%
0 2
 
2.6%
Uppercase Letter
ValueCountFrequency (%)
P 26
25.7%
T 26
25.7%
S 25
24.8%
M 23
22.8%
H 1
 
1.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 101
56.7%
Common 77
43.3%

Most frequent character per script

Common
ValueCountFrequency (%)
1 20
26.0%
4 14
18.2%
2 12
15.6%
8 7
 
9.1%
9 6
 
7.8%
3 5
 
6.5%
7 4
 
5.2%
5 4
 
5.2%
6 3
 
3.9%
0 2
 
2.6%
Latin
ValueCountFrequency (%)
P 26
25.7%
T 26
25.7%
S 25
24.8%
M 23
22.8%
H 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 178
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
P 26
14.6%
T 26
14.6%
S 25
14.0%
M 23
12.9%
1 20
11.2%
4 14
7.9%
2 12
6.7%
8 7
 
3.9%
9 6
 
3.4%
3 5
 
2.8%
Other values (5) 14
7.9%

영상영상업로드일자
Date

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
Minimum2013-09-13 00:00:00
Maximum2020-10-24 00:00:00
2023-12-10T22:56:58.282968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:56:58.500532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)

영상영상제목
Text

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-10T22:56:58.924334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length79
Median length52.5
Mean length46.884615
Min length21

Characters and Unicode

Total characters1219
Distinct characters332
Distinct categories14 ?
Distinct scripts3 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)100.0%

Sample

1st row[마이콜] 챌린저초대석: 레고77 탑 레넥톤 vs 다리우스 강의 (Renekton vs Darius)
2nd row2015 이웃만들기 지원사업 결과발표회
3rd row아이들 몰래 그리운 가족사진을 보면서 잠못이루는 손성휘씨[동행;Accompany].20190427
4th row[Showcase] HIGH4 - 하이포; A.M.N 2015
5th rowHGIBO 건담 아스타로트 오리진 조립
ValueCountFrequency (%)
9
 
3.7%
young 2
 
0.8%
마인크래프트 2
 
0.8%
live 2
 
0.8%
sbs 2
 
0.8%
vs 2
 
0.8%
김진의 2
 
0.8%
2015 2
 
0.8%
육아 1
 
0.4%
부부의 1
 
0.4%
Other values (220) 220
89.8%
2023-12-10T22:56:59.534546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
226
 
18.5%
1 26
 
2.1%
2 25
 
2.1%
0 23
 
1.9%
이 22
 
1.8%
i 19
 
1.6%
a 16
 
1.3%
[ 14
 
1.1%
] 14
 
1.1%
g 13
 
1.1%
Other values (322) 821
67.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 506
41.5%
Space Separator 226
18.5%
Lowercase Letter 168
 
13.8%
Decimal Number 115
 
9.4%
Uppercase Letter 111
 
9.1%
Other Punctuation 33
 
2.7%
Open Punctuation 19
 
1.6%
Close Punctuation 19
 
1.6%
Dash Punctuation 11
 
0.9%
Initial Punctuation 4
 
0.3%
Other values (4) 7
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 22
 
4.3%
마 9
 
1.8%
스 9
 
1.8%
아 8
 
1.6%
다 7
 
1.4%
사 7
 
1.4%
의 7
 
1.4%
는 7
 
1.4%
회 6
 
1.2%
구 6
 
1.2%
Other values (244) 418
82.6%
Uppercase Letter
ValueCountFrequency (%)
S 11
 
9.9%
I 8
 
7.2%
B 7
 
6.3%
G 7
 
6.3%
K 7
 
6.3%
D 7
 
6.3%
N 7
 
6.3%
A 6
 
5.4%
O 6
 
5.4%
M 5
 
4.5%
Other values (13) 40
36.0%
Lowercase Letter
ValueCountFrequency (%)
i 19
 
11.3%
a 16
 
9.5%
g 13
 
7.7%
n 13
 
7.7%
e 13
 
7.7%
r 11
 
6.5%
t 11
 
6.5%
s 9
 
5.4%
h 8
 
4.8%
o 7
 
4.2%
Other values (12) 48
28.6%
Decimal Number
ValueCountFrequency (%)
1 26
22.6%
2 25
21.7%
0 23
20.0%
5 10
 
8.7%
4 8
 
7.0%
8 6
 
5.2%
9 5
 
4.3%
6 4
 
3.5%
7 4
 
3.5%
3 4
 
3.5%
Other Punctuation
ValueCountFrequency (%)
! 9
27.3%
; 6
18.2%
. 4
12.1%
# 3
 
9.1%
' 2
 
6.1%
? 2
 
6.1%
: 2
 
6.1%
… 2
 
6.1%
@ 2
 
6.1%
‥ 1
 
3.0%
Open Punctuation
ValueCountFrequency (%)
[ 14
73.7%
( 5
 
26.3%
Close Punctuation
ValueCountFrequency (%)
] 14
73.7%
) 5
 
26.3%
Initial Punctuation
ValueCountFrequency (%)
‘ 3
75.0%
“ 1
 
25.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
50.0%
” 1
50.0%
Space Separator
ValueCountFrequency (%)
226
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 11
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%
Math Symbol
ValueCountFrequency (%)
+ 2
100.0%
Modifier Symbol
ValueCountFrequency (%)
˚ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 506
41.5%
Common 434
35.6%
Latin 279
22.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 22
 
4.3%
마 9
 
1.8%
스 9
 
1.8%
아 8
 
1.6%
다 7
 
1.4%
사 7
 
1.4%
의 7
 
1.4%
는 7
 
1.4%
회 6
 
1.2%
구 6
 
1.2%
Other values (244) 418
82.6%
Latin
ValueCountFrequency (%)
i 19
 
6.8%
a 16
 
5.7%
g 13
 
4.7%
n 13
 
4.7%
e 13
 
4.7%
r 11
 
3.9%
t 11
 
3.9%
S 11
 
3.9%
s 9
 
3.2%
h 8
 
2.9%
Other values (35) 155
55.6%
Common
ValueCountFrequency (%)
226
52.1%
1 26
 
6.0%
2 25
 
5.8%
0 23
 
5.3%
[ 14
 
3.2%
] 14
 
3.2%
- 11
 
2.5%
5 10
 
2.3%
! 9
 
2.1%
4 8
 
1.8%
Other values (23) 68
 
15.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 703
57.7%
Hangul 505
41.4%
Punctuation 9
 
0.7%
Modifier Letters 1
 
0.1%
Compat Jamo 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
226
32.1%
1 26
 
3.7%
2 25
 
3.6%
0 23
 
3.3%
i 19
 
2.7%
a 16
 
2.3%
[ 14
 
2.0%
] 14
 
2.0%
g 13
 
1.8%
n 13
 
1.8%
Other values (61) 314
44.7%
Hangul
ValueCountFrequency (%)
이 22
 
4.4%
마 9
 
1.8%
스 9
 
1.8%
아 8
 
1.6%
다 7
 
1.4%
사 7
 
1.4%
의 7
 
1.4%
는 7
 
1.4%
회 6
 
1.2%
구 6
 
1.2%
Other values (243) 417
82.6%
Punctuation
ValueCountFrequency (%)
‘ 3
33.3%
… 2
22.2%
’ 1
 
11.1%
‥ 1
 
11.1%
” 1
 
11.1%
“ 1
 
11.1%
Modifier Letters
ValueCountFrequency (%)
˚ 1
100.0%
Compat Jamo
ValueCountFrequency (%)
ㅣ 1
100.0%

영상영상태그명
Text

Distinct25
Distinct (%)96.2%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-10T22:56:59.799962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length377
Median length65
Mean length74.423077
Min length6

Characters and Unicode

Total characters1935
Distinct characters376
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)92.3%

Sample

1st row액시스마이콜마이콜아프리카아프리카TVafreecatv생방녹방LOLteemoyinasuskoreanteemo티모마이콜티모티모학개론교육방송마이콜교육방송마이콜롤리그오브레전드탑티모미드티모나서스마이콜나서스농사직설나서스학개론탑나서스나서스교육방송롤롤웃긴영상마이콜웃긴영상마이콜편집영상웃긴롤영상lolgosufunlolkoreangosukoreanlol
2nd row서울서울시박원순광진광진구김기동구청장서울시장광진구청용산구종로구강동구송파구서대문구마포구중랑구영등포구강남구강서구강북구도봉구노원구성북구동대문구양천구금천구구로구은평구중구서초구성동구어린이대공원아차산테크노마트광장동능동대공원어린이뚝섬자벌레화양동자양동구의동군자동한강둘레길재래시장전통시장이마트롯데마트홈플러스한아름볼링커먼그라운드건대건국대세종대장로회신학대건대입구어린이대공원역강변역군자역중곡역중곡동리버뷰8번가건대맛집송림식당기사식당긴고랑용마산아차산성홍련봉문화재감동재미흥미좋은 영상재미영상감동영상움짤짤방엽기고구려동화축제애니메이션양꼬치칭타오양꼬치엔칭타오홍보대사메르스 확진확진건대병원건국대병원기록물개인정보유출메르스 완치자인터뷰매화반점환경에코마일리지에너지클리닉서비스컨설턴트종이전산화문서파쇄이웃만들기마을공동체
3rd rowKBS안테나
4th rowMBCMusicLive음악라이브kpopk-pop한류korean waveHigh4하이포AMN아시아 뮤직 네트워크
5th rowGundamHolicGundamPlamodelGUNPLA건담건프라건담 홀릭
ValueCountFrequency (%)
kbs안테나 2
 
2.0%
mother 2
 
2.0%
a 2
 
2.0%
출산하혈6남매맏딸토스트 1
 
1.0%
산업모드yddideld 1
 
1.0%
산업모드산업모드양띵 1
 
1.0%
산업모드마크 1
 
1.0%
industrialcraft2마인크래프트 1
 
1.0%
양띵양띵tv아프리카아프리카티비아프리카tv마인크래프트마크minecraft미소옴므후추서넹삼성industrialcraft2minecraft 1
 
1.0%
목포시부부싸움에어컨 1
 
1.0%
Other values (86) 86
86.9%
2023-12-10T22:57:00.403935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
73
 
3.8%
a 45
 
2.3%
이 43
 
2.2%
o 38
 
2.0%
S 37
 
1.9%
마 36
 
1.9%
e 35
 
1.8%
n 33
 
1.7%
구 31
 
1.6%
스 29
 
1.5%
Other values (366) 1535
79.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1204
62.2%
Lowercase Letter 401
 
20.7%
Uppercase Letter 197
 
10.2%
Space Separator 73
 
3.8%
Decimal Number 52
 
2.7%
Dash Punctuation 5
 
0.3%
Final Punctuation 2
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 43
 
3.6%
마 36
 
3.0%
구 31
 
2.6%
스 29
 
2.4%
대 20
 
1.7%
동 19
 
1.6%
아 19
 
1.6%
리 18
 
1.5%
나 18
 
1.5%
시 17
 
1.4%
Other values (307) 954
79.2%
Lowercase Letter
ValueCountFrequency (%)
a 45
 
11.2%
o 38
 
9.5%
e 35
 
8.7%
n 33
 
8.2%
r 27
 
6.7%
i 22
 
5.5%
s 20
 
5.0%
d 19
 
4.7%
m 19
 
4.7%
t 18
 
4.5%
Other values (14) 125
31.2%
Uppercase Letter
ValueCountFrequency (%)
S 37
18.8%
B 25
12.7%
N 13
 
6.6%
K 13
 
6.6%
M 12
 
6.1%
E 11
 
5.6%
T 8
 
4.1%
C 8
 
4.1%
I 8
 
4.1%
O 8
 
4.1%
Other values (12) 54
27.4%
Decimal Number
ValueCountFrequency (%)
1 13
25.0%
2 8
15.4%
0 8
15.4%
8 7
13.5%
4 4
 
7.7%
5 4
 
7.7%
6 3
 
5.8%
3 3
 
5.8%
9 2
 
3.8%
Space Separator
ValueCountFrequency (%)
73
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1204
62.2%
Latin 598
30.9%
Common 133
 
6.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 43
 
3.6%
마 36
 
3.0%
구 31
 
2.6%
스 29
 
2.4%
대 20
 
1.7%
동 19
 
1.6%
아 19
 
1.6%
리 18
 
1.5%
나 18
 
1.5%
시 17
 
1.4%
Other values (307) 954
79.2%
Latin
ValueCountFrequency (%)
a 45
 
7.5%
o 38
 
6.4%
S 37
 
6.2%
e 35
 
5.9%
n 33
 
5.5%
r 27
 
4.5%
B 25
 
4.2%
i 22
 
3.7%
s 20
 
3.3%
d 19
 
3.2%
Other values (36) 297
49.7%
Common
ValueCountFrequency (%)
73
54.9%
1 13
 
9.8%
2 8
 
6.0%
0 8
 
6.0%
8 7
 
5.3%
- 5
 
3.8%
4 4
 
3.0%
5 4
 
3.0%
6 3
 
2.3%
3 3
 
2.3%
Other values (3) 5
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1204
62.2%
ASCII 729
37.7%
Punctuation 2
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
73
 
10.0%
a 45
 
6.2%
o 38
 
5.2%
S 37
 
5.1%
e 35
 
4.8%
n 33
 
4.5%
r 27
 
3.7%
B 25
 
3.4%
i 22
 
3.0%
s 20
 
2.7%
Other values (48) 374
51.3%
Hangul
ValueCountFrequency (%)
이 43
 
3.6%
마 36
 
3.0%
구 31
 
2.6%
스 29
 
2.4%
대 20
 
1.7%
동 19
 
1.6%
아 19
 
1.6%
리 18
 
1.5%
나 18
 
1.5%
시 17
 
1.4%
Other values (307) 954
79.2%
Punctuation
ValueCountFrequency (%)
’ 2
100.0%

영상영상썸네일URL
Text

UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-10T22:57:00.931611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length46
Median length46
Mean length46
Min length46

Characters and Unicode

Total characters1196
Distinct characters66
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)100.0%

Sample

1st rowhttps://i.ytimg.com/vi/e3e6vceZ130/default.jpg
2nd rowhttps://i.ytimg.com/vi/e3biVIhbquc/default.jpg
3rd rowhttps://i.ytimg.com/vi/e44l5hfQdDU/default.jpg
4th rowhttps://i.ytimg.com/vi/e3pVj6JKsJM/default.jpg
5th rowhttps://i.ytimg.com/vi/M9-hnHgcXbI/default.jpg
ValueCountFrequency (%)
https://i.ytimg.com/vi/e3e6vcez130/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/e3bivihbquc/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/e56qhe0islc/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/m9j7l9ydtvu/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/e4jx8bmgrkc/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/m9bxyaf0ziu/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/e4fzc0sn0is/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/m9xbsuepktu/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/e4diby4x54m/default.jpg 1
 
3.8%
https://i.ytimg.com/vi/m9uyod2kuya/default.jpg 1
 
3.8%
Other values (16) 16
61.5%
2023-12-10T22:57:01.576938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 130
 
10.9%
t 107
 
8.9%
i 84
 
7.0%
. 78
 
6.5%
g 56
 
4.7%
p 55
 
4.6%
m 54
 
4.5%
e 45
 
3.8%
c 33
 
2.8%
s 32
 
2.7%
Other values (56) 522
43.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 789
66.0%
Other Punctuation 234
 
19.6%
Uppercase Letter 99
 
8.3%
Decimal Number 71
 
5.9%
Dash Punctuation 2
 
0.2%
Connector Punctuation 1
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 107
13.6%
i 84
 
10.6%
g 56
 
7.1%
p 55
 
7.0%
m 54
 
6.8%
e 45
 
5.7%
c 33
 
4.2%
s 32
 
4.1%
h 31
 
3.9%
d 31
 
3.9%
Other values (16) 261
33.1%
Uppercase Letter
ValueCountFrequency (%)
M 18
18.2%
U 8
 
8.1%
V 6
 
6.1%
Q 6
 
6.1%
J 5
 
5.1%
T 5
 
5.1%
X 5
 
5.1%
B 5
 
5.1%
Z 4
 
4.0%
I 4
 
4.0%
Other values (15) 33
33.3%
Decimal Number
ValueCountFrequency (%)
4 19
26.8%
9 16
22.5%
0 7
 
9.9%
3 6
 
8.5%
8 6
 
8.5%
6 5
 
7.0%
5 5
 
7.0%
7 4
 
5.6%
2 2
 
2.8%
1 1
 
1.4%
Other Punctuation
ValueCountFrequency (%)
/ 130
55.6%
. 78
33.3%
: 26
 
11.1%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 888
74.2%
Common 308
 
25.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 107
 
12.0%
i 84
 
9.5%
g 56
 
6.3%
p 55
 
6.2%
m 54
 
6.1%
e 45
 
5.1%
c 33
 
3.7%
s 32
 
3.6%
h 31
 
3.5%
d 31
 
3.5%
Other values (41) 360
40.5%
Common
ValueCountFrequency (%)
/ 130
42.2%
. 78
25.3%
: 26
 
8.4%
4 19
 
6.2%
9 16
 
5.2%
0 7
 
2.3%
3 6
 
1.9%
8 6
 
1.9%
6 5
 
1.6%
5 5
 
1.6%
Other values (5) 10
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1196
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 130
 
10.9%
t 107
 
8.9%
i 84
 
7.0%
. 78
 
6.5%
g 56
 
4.7%
p 55
 
4.6%
m 54
 
4.5%
e 45
 
3.8%
c 33
 
2.8%
s 32
 
2.7%
Other values (56) 522
43.6%

영상기본언어설정명
Categorical

Distinct3
Distinct (%)11.5%
Missing0
Missing (%)0.0%
Memory size340.0 B
<NA>
15 
ko
10 
en
 
1

Length

Max length4
Median length4
Mean length3.1538462
Min length2

Unique

Unique1 ?
Unique (%)3.8%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 15
57.7%
ko 10
38.5%
en 1
 
3.8%

Length

2023-12-10T22:57:01.819381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:02.003036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 15
57.7%
ko 10
38.5%
en 1
 
3.8%

영상자막여부
Boolean

IMBALANCE 

Distinct2
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size184.0 B
False
24 
True
 
2
ValueCountFrequency (%)
False 24
92.3%
True 2
 
7.7%
2023-12-10T22:57:02.140839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T22:57:02.262788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영상경로명영상채널경로명영상영상범주명영상영상설명영상영상길이영상영상업로드일자영상영상제목영상영상태그명영상영상썸네일URL영상기본언어설정명영상자막여부
영상경로명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상채널경로명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상범주명1.0001.0001.0001.0001.0001.0001.0001.0001.0000.0000.000
영상영상설명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상길이1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상업로드일자1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상제목1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상태그명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상썸네일URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상기본언어설정명1.0001.0000.0001.0001.0001.0001.0001.0001.0001.0000.000
영상자막여부1.0001.0000.0001.0001.0001.0001.0001.0001.0000.0001.000
2023-12-10T22:57:02.506248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영상기본언어설정명영상영상범주명영상자막여부
영상기본언어설정명1.0000.0000.000
영상영상범주명0.0001.0000.000
영상자막여부0.0000.0001.000
2023-12-10T22:57:02.696292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영상영상범주명영상기본언어설정명영상자막여부
영상영상범주명1.0000.0000.000
영상기본언어설정명0.0001.0000.000
영상자막여부0.0000.0001.000

Missing values

2023-12-10T22:56:52.381923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T22:56:52.648838image/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

영상경로명영상수집일자영상채널경로명영상영상범주명영상영상설명영상영상길이영상영상업로드일자영상영상제목영상영상태그명영상영상썸네일URL영상기본언어설정명영상자막여부
0https://www.youtube.com/watch?v=e3e6vceZ1302020-11-01https://www.youtube.com/channel/UC7uKMg7lPdCp4Nm1tLesihQ게임150524영상 레고77 방송국 http:afreeca.comeugenebadukPT48M7S2015-06-09[마이콜] 챌린저초대석: 레고77 탑 레넥톤 vs 다리우스 강의 (Renekton vs Darius)액시스마이콜마이콜아프리카아프리카TVafreecatv생방녹방LOLteemoyinasuskoreanteemo티모마이콜티모티모학개론교육방송마이콜교육방송마이콜롤리그오브레전드탑티모미드티모나서스마이콜나서스농사직설나서스학개론탑나서스나서스교육방송롤롤웃긴영상마이콜웃긴영상마이콜편집영상웃긴롤영상lolgosufunlolkoreangosukoreanlolhttps://i.ytimg.com/vi/e3e6vceZ130/default.jpg<NA>False
1https://www.youtube.com/watch?v=e3biVIhbquc2020-11-01https://www.youtube.com/channel/UCuYhZXnF8rbPswCErD6jptw뉴스/정치2015 이웃만들기 지원사업 결과발표회PT1M2015-07-132015 이웃만들기 지원사업 결과발표회서울서울시박원순광진광진구김기동구청장서울시장광진구청용산구종로구강동구송파구서대문구마포구중랑구영등포구강남구강서구강북구도봉구노원구성북구동대문구양천구금천구구로구은평구중구서초구성동구어린이대공원아차산테크노마트광장동능동대공원어린이뚝섬자벌레화양동자양동구의동군자동한강둘레길재래시장전통시장이마트롯데마트홈플러스한아름볼링커먼그라운드건대건국대세종대장로회신학대건대입구어린이대공원역강변역군자역중곡역중곡동리버뷰8번가건대맛집송림식당기사식당긴고랑용마산아차산성홍련봉문화재감동재미흥미좋은 영상재미영상감동영상움짤짤방엽기고구려동화축제애니메이션양꼬치칭타오양꼬치엔칭타오홍보대사메르스 확진확진건대병원건국대병원기록물개인정보유출메르스 완치자인터뷰매화반점환경에코마일리지에너지클리닉서비스컨설턴트종이전산화문서파쇄이웃만들기마을공동체https://i.ytimg.com/vi/e3biVIhbquc/default.jpg<NA>True
2https://www.youtube.com/watch?v=e44l5hfQdDU2020-11-01https://www.youtube.com/channel/UCn0nlepACCBD6rxj-GUwn5A엔터테인먼트아이들 몰래 그리운 가족사진을 보면서 잠못이루는 손성휘씨[동행;Accompany].20190427PT1M48S2019-04-27아이들 몰래 그리운 가족사진을 보면서 잠못이루는 손성휘씨[동행;Accompany].20190427KBS안테나https://i.ytimg.com/vi/e44l5hfQdDU/default.jpg<NA>False
3https://www.youtube.com/watch?v=e3pVj6JKsJM2020-11-01https://www.youtube.com/channel/UCe52oeb7Xv_KaJsEzcKXJJg음악[Showcase] Asia Music Network 2015 HIGH4 - 하이포PT14M14S2015-09-21[Showcase] HIGH4 - 하이포; A.M.N 2015MBCMusicLive음악라이브kpopk-pop한류korean waveHigh4하이포AMN아시아 뮤직 네트워크https://i.ytimg.com/vi/e3pVj6JKsJM/default.jpg<NA>False
4https://www.youtube.com/watch?v=M9-hnHgcXbI2020-11-01https://www.youtube.com/channel/UC1MQ-3B7gRmyeAzBtt-GAUA영화/애니메이션건담 홀릭 TV 구독하기 : http:goo.glnki4Th 건담 홀릭 사이트 : http:gundamholic.com 건담 홀릭 아프리카 채널 : http:afreeca.comchsw6109 GundamHolic 영상입니다PT1H6M21S2016-08-30HGIBO 건담 아스타로트 오리진 조립GundamHolicGundamPlamodelGUNPLA건담건프라건담 홀릭https://i.ytimg.com/vi/M9-hnHgcXbI/default.jpg<NA>False
5https://www.youtube.com/watch?v=e4959i64y0I2020-11-01https://www.youtube.com/channel/UCeLPm9yH_a_QH8n6445G-Ow엔터테인먼트댄싱하이 -[무편집단독 직캠] 호야팀 이은민 무대 DancingHigh @KBS2 Fri 11:10 PMPT1M7S2018-09-21댄싱하이 -[무편집단독 직캠] 호야팀 이은민 무대 DancingHigh @KBS2 Fri 11:10 PMKoreanMusicShowK-popKBShttps://i.ytimg.com/vi/e4959i64y0I/default.jpg<NA>False
6https://www.youtube.com/watch?v=M939s28yZU02020-11-01https://www.youtube.com/channel/UCl_tB4AqPkkxuYcJQHz6dMw엔터테인먼트2015.11.27. ▶Subscribe to the EBS culture Channel here :) http:www.youtube.comsubscription_center?add_user=EBSCulture ▶For more information visit us at http:www.ebs.co.kr ▶Check out what we're up to elsewhere: https:plus.google.com+EBSCulturePT9M4S2016-01-29[오 마이 미래 2035] 이민정 - 나를 표현하는 옷디자인브랜드개성교복교복 찬성교복 반대완판녀 현상패션리더명품소비행위소재가치관의복의 변화https://i.ytimg.com/vi/M939s28yZU0/default.jpg<NA>False
7https://www.youtube.com/watch?v=e4ACbBhENDo2020-11-01https://www.youtube.com/channel/UCfq4V1DAuaojnr2ryvWNysw뉴스/정치중앙 휴일 비공개 8시간…정경심 황제 소환 서울 정경심 비공개 소환…건강 이유로 '9 to 5' 조사 중앙 조국 부인·딸·아들 비공개…국정농단 피의자는 공개소환 [2019.10.4 방송] 김진의 돌직구쇼 323회 ▷ 공식 홈페이지 http:www.ichannela.com ▷ 공식 페이스북 https:www.facebook.comchannelanews ▷ 공식 유튜브 https:www.youtube.comtvchanewsPT7M58S2019-10-04정경심 맞춤형 소환 논란…“아프다”며 이른 귀가 김진의 돌직구쇼소환이른귀가정경심https://i.ytimg.com/vi/e4ACbBhENDo/default.jpgkoFalse
8https://www.youtube.com/watch?v=e4BTiEJQJNs2020-11-01https://www.youtube.com/channel/UCuw1hxBo5mDVUhgMzRDk3aw엔터테인먼트다이어트는 물론 치매까지 예방해주는 ‘구기자‘ [내 몸 사용설명서_224회] [Ch.19] 재미에 감동을 더하다; TV조선 공식 홈페이지 : http:broadcast.tvchosun.combroadcastprogram3C201400030.cstvPT2M56S2018-10-26무려 12Kg 감량?! 건강 악화를 방지해주는 ‘구기자‘ [내 몸 사용설명서] 224회 20181026TV조선티비조선조선일보종편종합편성티브이조선내 몸 사용설명서이하정설수현선우용여김한석건강병원https://i.ytimg.com/vi/e4BTiEJQJNs/default.jpg<NA>False
9https://www.youtube.com/watch?v=e4AbCtd-WxM2020-11-01https://www.youtube.com/channel/UCn0nlepACCBD6rxj-GUwn5A엔터테인먼트창민X왁스의 화장을 고치고; 죽어도 못보내 [더 히트 the hit]PT54S2019-03-22창민X왁스의 화장을 고치고; 죽어도 못보내 [더 히트 the hit] 20190322KBS안테나https://i.ytimg.com/vi/e4AbCtd-WxM/default.jpg<NA>False
영상경로명영상수집일자영상채널경로명영상영상범주명영상영상설명영상영상길이영상영상업로드일자영상영상제목영상영상태그명영상영상썸네일URL영상기본언어설정명영상자막여부
16https://www.youtube.com/watch?v=e4_6Vu4zGj42020-11-01https://www.youtube.com/channel/UCfWZnsdfiKvOyHDGfzMT3Cg엔터테인먼트Spicy King Crab Soup 인생 요리! '참게 메기 매운탕'PT2M51S2016-10-05[Live Tonight] 생방송 오늘저녁 458회 - Spicy King Crab Soup 20161005생방송오늘저녁MBC시사교양정보김정근김초롱458회20161005tonightOnairTodayEveningkimjunggeunkimchoronghttps://i.ytimg.com/vi/e4_6Vu4zGj4/default.jpg<NA>False
17https://www.youtube.com/watch?v=M9UYod2kUyA2020-11-01https://www.youtube.com/channel/UCYveCmYCyZ1tdgoesWqx8tA반려동물/동물국화. 매화: 엄마가 없는 일주일 아빠까지 자꾸 자리를 비우고 가지가지 합니다. 애들떼놓고 대구 수성못 휴가 3시간 보냈습니다.PT6M49S2017-08-06어디 갔다 왔노? 엄마도 없는데! 라는 강아지 대구 수성못강아지개dogpuppygugwha and maewha국화 & 매화https://i.ytimg.com/vi/M9UYod2kUyA/default.jpg<NA>False
18https://www.youtube.com/watch?v=e4diBy4x54M2020-11-01https://www.youtube.com/channel/UCl_tB4AqPkkxuYcJQHz6dMw엔터테인먼트공식 홈페이지 : http:home.ebs.co.krgreatmommain 처가살이 부부의 육아 생존기 1부 토스트 엄마와 육남매 1부; 힘겨운 육아 속에서도 내 아이를 위해 노력하지만 사회에서 고립된 외로움과 내 아이를 잘 키우고 있는지에 대한 불안과 미안함 그리고 자책감에 시달리는 엄마들. 다양한 대체에서 쏟아져 나오는 육아 정보는 많지만; 실질적인 육아에는 도움이 안된다는 현실! 하지만'부모-위대한 엄마'는 타 육아 예능이나 기존 육아 정보프로그램과는 달리; 일상의 실전 육아사례를 통해 부모도 아이도 모두 행복할 수 있는 육아 방법을 제시한다.PT21M29S2016-10-26부모-위대한 엄마 - 처가살이 부부의 육아 생존기 1부 토스트 엄마와 육남매 1부_#002제왕절개 출산하혈6남매맏딸토스트 가게우는 아이배달아기 돌보기화장실이불훈육매전남 목포시부부싸움에어컨https://i.ytimg.com/vi/e4diBy4x54M/default.jpg<NA>False
19https://www.youtube.com/watch?v=M9XbSuEpkTU2020-11-01https://www.youtube.com/channel/UCYooECrv-fIXlPaDwEIaveA게임- 구독하기: https:goo.glFXM5NX - 생방송 시청하기: https:www.twitch.tvyd0821 *양띵의 사생활 채널과 다양한 양띵 커뮤니티로 놀러오세요! ● 양띵의 사생활: http:www.youtube.comuserd7297ut2 ● 양띵 네이버TV: http:tv.naver.comthyangdding ● 양띵TV 공식 팬카페: http:cafe.naver.comfamilyyd ● 양띵TV 공식 인스타그램: http:instagram.comydtv_official ● 양띵 인스타그램: https:instagram.comyd0821 ● 양띵 카카오스토리: https:story.kakao.comchyd ● 양띵의 리얼라이프 (블로그): http:ydtydt123.blog.me *양띵TV 크루들의 유튜브 채널도 구독하세요! ● 양띵TV눈꽃: https:www.youtube.comuserhanseol21 ● 양띵TV다주: https:www.youtube.comuserddddaju ● 양띵TV루태: https:www.youtube.comchannelUCzPLwuw2vJgxtEQk2nM4TVg ● 양띵TV삼식: https:www.youtube.comuser3castle1 ● 양띵TV서넹: https:www.youtube.comuserdoorong1 ● 양띵TV콩콩: https:www.youtube.comckong77 ● 양띵TV후추: https:www.youtube.comuserhuchu69 ● 깡시 유튜브: https:www.youtube.comchannelUCopZl2mr1D1l3hjGFM3uL6Q ● 화려한팀 YouTube: https:www.youtube.comcsplendid728 COPYRIGHTS ⓒ 2017 YDTV ALL RIGHTS RESERVED. #양띵 #양띵TV #양띵크루PT20M23S2013-09-13양띵 [알아보자! 마인크래프트 한글판 산업모드! 2-3편] 마인크래프트 Industrialcraft2양띵양띵TV아프리카아프리카티비아프리카TV마인크래프트마크minecraft미소옴므후추서넹삼성Industrialcraft2minecraft Industrialcraft2마인크래프트 산업모드마크 산업모드산업모드양띵 산업모드yddidEldhttps://i.ytimg.com/vi/M9XbSuEpkTU/default.jpgkoFalse
20https://www.youtube.com/watch?v=e4fZc0sN0Is2020-11-01https://www.youtube.com/channel/UCF4Wxdo3inmxP-Y59wXDsFw뉴스/정치물 많이 마시고; 30분 대기; 푹 쉬세요 공수처 출범 청신호? 야; 추천위원 2명 확정 부천 무용학원 수강 초등생 13명 집단 감염..4개 학교 검사 대기업 떠나니 문 닫는 공장들..'구미'의 눈물 제주 찍고 제자리로..기내식; 너 본지 오래 야생곰의 쇼핑센터 습격..코로나 때문? “뉴스는 삶이다” 함께 분노하고; 함께 감시하고; 함께 연대하고; 함께 응원합니다. 6월 29일부터 평일 '뉴스데스크'가 오후 8시에 시작합니다. 기존 80분에서 15분 늘어난 총 95분 동안; 당일 핵심 뉴스를 다루는 1부와 심층 기획물을 보도하는 2부로 나뉘어 방송됩니다. [평일] 05시 58분 MBC 뉴스투데이 1부 06시 25분 MBC 뉴스투데이 2부 09시 35분 MBC 930뉴스 12시 00분 MBC 12뉴스 13시 50분 MBC 뉴스외전 17시 00분 MBC 5뉴스 19시 55분 MBC 뉴스데스크 1부 20시 50분 MBC 뉴스데스크 2부 [토·일요일] 07시 00분 MBC 뉴스투데이(토); MBC뉴스(일) 12시 00분 MBC뉴스 19시 55분 MBC 뉴스데스크 라이브 시각은 유튜브 편성 기준이며 당일 TV편성에 따라 달라질 수 있습니다. MBC 뉴스는 페이스북을 통해서도 보실 수 있습니다; https:www.facebook.comMBCnews 카테고리 뉴스정치PT41M18S2020-10-24접종 후 사망 '48건'‥.백신과는 무관 접종은 계속 - [LIVE] MBC 뉴스데스크 2020년 10월 24일MBCMBC뉴스뉴스데스크newsdesk뉴스투데이newstoday8시뉴스아침뉴스뉴스정오뉴스news930뉴스12시뉴스93012시https://i.ytimg.com/vi/e4fZc0sN0Is/default.jpgkoFalse
21https://www.youtube.com/watch?v=M9bXyaf0ziU2020-11-01https://www.youtube.com/channel/UC7lb15P-Hux7A5gBuhCxtuQ엔터테인먼트▶ Playlist for MORE episodes https:www.youtube.complaylist?list=PLKGrX96Q1q7p2e8Nl3TTKbVI05XoQ5VWg ▶ Like the MBC Fan Page & WATCH new episodes → https:www.facebook.comMBC ▶ MBC Homepage → http:www.imbc.combroadtvdramaeverybodysaykungdariPT41S2019-09-25[Everybody say kungdari] Preview EP53; 모두 다 쿵따리 20190925모두 다 쿵따리쿵따리아침드라마송보미박시은한수호김호진everybodysaykungdariMBCMBC dramaMorning dramahttps://i.ytimg.com/vi/M9bXyaf0ziU/default.jpgkoFalse
22https://www.youtube.com/watch?v=e4jX8BMgRKc2020-11-01https://www.youtube.com/channel/UCBzkVegsFusO7ZMa_J8MZ7Q엔터테인먼트SBS-IN adalah saluran tv Hallyu khusus untuk pemirsa Indonesia. Kini SBS-IN beroperasi 24 jam di Indonesia; semua program dilengkapi dengan subtitle bahasa Indonesia. Sebarkan berita ini kepada orang di sekelilingmu^^ [Seoul Broacasting System] * https:www.instagram.comsbsin.kor * https:www.facebook.comSBSIN.KOR Copyrightⓒ 2017-2018 By SBS. All rights reserved. SBS Media Business Center SBS 미디어비즈니스센터PT1M29S2018-08-01SBS-IN FILM [ON YOUR WEDDING DAY] PARK BO YOUNG X KIM YOUNG KWANGSBSINSBS-INSBSsbsinsbs-inPARK BO YOUNGKIM YOUNG KWANGhttps://i.ytimg.com/vi/e4jX8BMgRKc/default.jpgenFalse
23https://www.youtube.com/watch?v=M9j7l9YDTvU2020-11-01https://www.youtube.com/channel/UCFCtZJTuJhE18k8IXwmXTYQ엔터테인먼트공식 홈페이지 : http:home.ebs.co.krroaddocumain 대나무 떼꾼; 아버지와 아들; 인도네시아 반튼 주의 작은 마을 사트리아(52세) 씨는 대나무를 벌목하고 떼목을 ㅤㅇㅗㄼ기는 직업 그와 아들 이야기; 꿋꿋한 삶의 가치를 잔잔한 수채화 처럼 그려내는 아시아 휴먼 로드 다큐멘터리 열악한 조건과 환경 속에서도 꿋꿋하게 생활하는 아시아인들의 이야기를 한 폭의 수채화처럼 담담하게 그려 낸다. 사는 곳이나 언어; 각자 처한 환경은 다르지만 그 속에서 벌어지는 삶의 모습들; 슬픔과 기쁨; 행복감과 비루함 등 아시아인들의 모습을 멋진 풍광과 함께 따뜻한 시선으로 담아 감동을 주고 그 속에서 삶의 의미를 느끼게 한다.] ▶For more videos visit us at http:home.ebs.co.krroaddocumain ▶Subscribe to the EBSDocumentary Channel here :) http:www.youtube.comsubscription_center?add_user=ebsdocumentary ▶For more information visit us at http:www.ebs.co.kr ▶Check out what we're up to elsewhere: https:plus.google.com+ebsdocumentaryPT14M41S2016-06-09다큐영화 길 위의 인생 - 대나무 떼꾼; 아버지와 아들_#001물길대나무아궁이밥짓기열대지방등교남매인도네시아자바섬카도구룽 마을찌우증강대나무숲정글도록밴드대나무 뗏목강물 수심귀가길천둥빗줄기핸드폰https://i.ytimg.com/vi/M9j7l9YDTvU/default.jpg<NA>False
24https://www.youtube.com/watch?v=e56Qhe0islc2020-11-01https://www.youtube.com/channel/UCgheNMc3gGHLsT-RISdCzDQ교육강연자의 강연 소개 : 오늘날 ISIS라고 불리는 테러리스트 집단은 라타키아 지방에서도 변방에 자리한 우리 마을을 공격했고눈에 보이는 모든 사람들을 학살했습니다. 힘이 없던 저는 ISIS에 대항할 수 없었고 그저 사랑하는 이들이 죽어가는 것을 지켜봐야만 했습니다 목소리가 좋았던 사촌; 납치를 당했던 절친; 피해자는 비단 마을 사람들; 건물들; 저의 추억들 뿐만이 아니었습니다 아침마다 저는 가족들의 숫자를 세며 아버지가 무사히 귀가하시길 기도했습니다 당시 기자로서 제가 할 수 있었던 유일한 일은 라디오를 통해 사람들에게 안전한 거처를 알려주는 것이었는데요. 방송이 사람들에게 알려지기 시작하면서 반군들의 저항이 생겨 몇 개월 지속하지 못했습니다.저는 기자로서의 정체성을 되찾고 맞서 싸우기 시작했습니다. 오늘 저는 이 자리에서 저의 생명을 위해 저의 고향을 위해 맞서 싸울 것입니다. 뿔뿔이 흩어진 가족들을 위해; 생존을 위해 지중해를 건너다 빠져 죽은 아이들과 노인들을 위해;난민수용소를 벗어나기 위해 강제로 결혼을 한 소녀들을 위해; 자식을 먹여살리기 위해 몸을 팔았던 여성들을 위해; 저는 계속해서 맞서 싸울 것입니다. 세바시 페이스북 페이지 http:www.facebook.comsebasi15PT9M31S2016-09-07세바시 691회 Fighting Against War 누어 사이드 스웨덴방송 Sveriges TV 기자강의CBS강연지식TED세바시동기부여성장https://i.ytimg.com/vi/e56Qhe0islc/default.jpgkoFalse
25https://www.youtube.com/watch?v=M9nHpPGtTdg2020-11-01https://www.youtube.com/channel/UCRofX42ugIM1JKnCjfXm9LA인물/블로그북한도 했던 구조요청…우리군은 왜 못했나 [2020.10.8 방송] 김진의 돌직구쇼 584회 #돌직구쇼 #김진의돌직구쇼 #실시간 ▷ 공식 홈페이지 http:www.ichannela.com ▷ 공식 페이스북 https:www.facebook.comchannelanews ▷ 공식 유튜브 https:www.youtube.comtvchanewsPT7M3S2020-10-08북한도 했던 구조요청…우리군은 왜 못했나 김진의 돌직구 쇼 584회북한공무원피살https://i.ytimg.com/vi/M9nHpPGtTdg/default.jpgkoFalse