Overview

Dataset statistics

Number of variables12
Number of observations25
Missing cells12
Missing cells (%)4.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.3 KiB
Average record size in memory95.3 B

Variable types

Text7
Categorical3
DateTime1
Boolean1

Dataset

Description샘플 데이터
Author한양대
URLhttps://bigdata-region.kr/#/dataset/276e2693-4aab-48d7-b419-68fc082a3e1a

Alerts

영상수집일자 has constant value ""Constant
영상자막정보 has constant value ""Constant
영상영상범주명 is highly overall correlated with 영상기본언어설정명High correlation
영상기본언어설정명 is highly overall correlated with 영상영상범주명High correlation
영상영상설명 has 3 (12.0%) missing valuesMissing
영상영상업로드일자 has 8 (32.0%) missing valuesMissing
영상영상태그명 has 1 (4.0%) missing valuesMissing
영상경로명 has unique valuesUnique
영상영상길이 has unique valuesUnique
영상영상제목 has unique valuesUnique
영상영상썸네일URL has unique valuesUnique

Reproduction

Analysis started2023-12-10 14:15:18.039065
Analysis finished2023-12-10 14:15:20.762167
Duration2.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

영상경로명
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:15:21.066820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length43
Median length43
Mean length43
Min length43

Characters and Unicode

Total characters1075
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

Unique25 ?
Unique (%)100.0%

Sample

1st rowhttps://www.youtube.com/watch?v=8Y3onwmMHDQ
2nd rowhttps://www.youtube.com/watch?v=8Y3SEuuOHEY
3rd rowhttps://www.youtube.com/watch?v=QIp-vFb-87I
4th rowhttps://www.youtube.com/watch?v=8Y7gThD3V8s
5th rowhttps://www.youtube.com/watch?v=8Y6QBLwnZgE
ValueCountFrequency (%)
https://www.youtube.com/watch?v=8y3onwmmhdq 1
 
4.0%
https://www.youtube.com/watch?v=qje3wcyapfk 1
 
4.0%
https://www.youtube.com/watch?v=8zgonsdo2c4 1
 
4.0%
https://www.youtube.com/watch?v=qjrg5zxrdsa 1
 
4.0%
https://www.youtube.com/watch?v=8z6jgucyf1g 1
 
4.0%
https://www.youtube.com/watch?v=8z9cqtiqjzi 1
 
4.0%
https://www.youtube.com/watch?v=qjlf6gcokcg 1
 
4.0%
https://www.youtube.com/watch?v=qjita3rnhq0 1
 
4.0%
https://www.youtube.com/watch?v=8yrcjglsx7u 1
 
4.0%
https://www.youtube.com/watch?v=qjhkz-p7qim 1
 
4.0%
Other values (15) 15
60.0%
2023-12-10T23:15:21.723380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
w 103
 
9.6%
t 102
 
9.5%
/ 75
 
7.0%
o 57
 
5.3%
u 56
 
5.2%
c 55
 
5.1%
h 52
 
4.8%
. 50
 
4.7%
s 30
 
2.8%
m 29
 
2.7%
Other values (57) 466
43.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 681
63.3%
Other Punctuation 175
 
16.3%
Uppercase Letter 142
 
13.2%
Decimal Number 49
 
4.6%
Math Symbol 25
 
2.3%
Dash Punctuation 3
 
0.3%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
Q 18
 
12.7%
Y 14
 
9.9%
J 13
 
9.2%
I 9
 
6.3%
Z 7
 
4.9%
K 6
 
4.2%
M 6
 
4.2%
D 6
 
4.2%
C 5
 
3.5%
X 5
 
3.5%
Other values (16) 53
37.3%
Lowercase Letter
ValueCountFrequency (%)
w 103
15.1%
t 102
15.0%
o 57
8.4%
u 56
8.2%
c 55
 
8.1%
h 52
 
7.6%
s 30
 
4.4%
m 29
 
4.3%
p 29
 
4.3%
b 29
 
4.3%
Other values (15) 139
20.4%
Decimal Number
ValueCountFrequency (%)
8 17
34.7%
3 7
14.3%
6 5
 
10.2%
7 5
 
10.2%
2 4
 
8.2%
0 4
 
8.2%
1 3
 
6.1%
5 2
 
4.1%
9 1
 
2.0%
4 1
 
2.0%
Other Punctuation
ValueCountFrequency (%)
/ 75
42.9%
. 50
28.6%
? 25
 
14.3%
: 25
 
14.3%
Math Symbol
ValueCountFrequency (%)
= 25
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 823
76.6%
Common 252
 
23.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 103
 
12.5%
t 102
 
12.4%
o 57
 
6.9%
u 56
 
6.8%
c 55
 
6.7%
h 52
 
6.3%
s 30
 
3.6%
m 29
 
3.5%
p 29
 
3.5%
b 29
 
3.5%
Other values (41) 281
34.1%
Common
ValueCountFrequency (%)
/ 75
29.8%
. 50
19.8%
? 25
 
9.9%
: 25
 
9.9%
= 25
 
9.9%
8 17
 
6.7%
3 7
 
2.8%
6 5
 
2.0%
7 5
 
2.0%
2 4
 
1.6%
Other values (6) 14
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1075
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
w 103
 
9.6%
t 102
 
9.5%
/ 75
 
7.0%
o 57
 
5.3%
u 56
 
5.2%
c 55
 
5.1%
h 52
 
4.8%
. 50
 
4.7%
s 30
 
2.8%
m 29
 
2.7%
Other values (57) 466
43.3%

영상수집일자
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2021-10-01
25 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021-10-01
2nd row2021-10-01
3rd row2021-10-01
4th row2021-10-01
5th row2021-10-01

Common Values

ValueCountFrequency (%)
2021-10-01 25
100.0%

Length

2023-12-10T23:15:21.938101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:15:22.093827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021-10-01 25
100.0%

영상채널경로명
Text

Distinct24
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:15:22.447092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length56
Mean length56
Min length56

Characters and Unicode

Total characters1400
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

Unique23 ?
Unique (%)92.0%

Sample

1st rowhttps://www.youtube.com/channel/UCe52oeb7Xv_KaJsEzcKXJJg
2nd rowhttps://www.youtube.com/channel/UCcL8PoeJCC6DwAcKyzw_eQg
3rd rowhttps://www.youtube.com/channel/UCPde4guD9yFBRzkxk2PatoA
4th rowhttps://www.youtube.com/channel/UC5HSw5OY2vfVFSihpiB-AVQ
5th rowhttps://www.youtube.com/channel/UCnV5tUnOVGyT-Ncj0s0tPTw
ValueCountFrequency (%)
https://www.youtube.com/channel/ucfq4v1dauaojnr2ryvwnysw 2
 
8.0%
https://www.youtube.com/channel/uce52oeb7xv_kajsezckxjjg 1
 
4.0%
https://www.youtube.com/channel/uccoyem78cpazqvpe6ltosea 1
 
4.0%
https://www.youtube.com/channel/ucc7eenrzcuntj2v4ej9ihfw 1
 
4.0%
https://www.youtube.com/channel/ucexuyfaq9yh7xjfcqzvr_jg 1
 
4.0%
https://www.youtube.com/channel/uczfcnlpkxzs2b5rotjlnb9a 1
 
4.0%
https://www.youtube.com/channel/ucj38feefpih2o1ahh886z1g 1
 
4.0%
https://www.youtube.com/channel/ucsu_9kwizoqfwdo3aueq2eq 1
 
4.0%
https://www.youtube.com/channel/uc70u2e8gk14r7qffs7ehndw 1
 
4.0%
https://www.youtube.com/channel/ucozziueneg30gf_mtk6p7ga 1
 
4.0%
Other values (14) 14
56.0%
2023-12-10T23:15:23.081879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 100
 
7.1%
w 88
 
6.3%
t 82
 
5.9%
e 67
 
4.8%
c 65
 
4.6%
o 64
 
4.6%
n 62
 
4.4%
u 59
 
4.2%
h 58
 
4.1%
. 50
 
3.6%
Other values (57) 705
50.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 874
62.4%
Uppercase Letter 251
 
17.9%
Other Punctuation 175
 
12.5%
Decimal Number 84
 
6.0%
Connector Punctuation 12
 
0.9%
Dash Punctuation 4
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 88
 
10.1%
t 82
 
9.4%
e 67
 
7.7%
c 65
 
7.4%
o 64
 
7.3%
n 62
 
7.1%
u 59
 
6.8%
h 58
 
6.6%
y 39
 
4.5%
a 35
 
4.0%
Other values (16) 255
29.2%
Uppercase Letter
ValueCountFrequency (%)
U 33
 
13.1%
C 29
 
11.6%
A 14
 
5.6%
E 11
 
4.4%
Q 11
 
4.4%
P 11
 
4.4%
J 9
 
3.6%
K 9
 
3.6%
N 9
 
3.6%
R 9
 
3.6%
Other values (16) 106
42.2%
Decimal Number
ValueCountFrequency (%)
7 16
19.0%
2 11
13.1%
4 10
11.9%
5 8
9.5%
8 7
8.3%
1 7
8.3%
9 7
8.3%
0 7
8.3%
3 6
 
7.1%
6 5
 
6.0%
Other Punctuation
ValueCountFrequency (%)
/ 100
57.1%
. 50
28.6%
: 25
 
14.3%
Connector Punctuation
ValueCountFrequency (%)
_ 12
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1125
80.4%
Common 275
 
19.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 88
 
7.8%
t 82
 
7.3%
e 67
 
6.0%
c 65
 
5.8%
o 64
 
5.7%
n 62
 
5.5%
u 59
 
5.2%
h 58
 
5.2%
y 39
 
3.5%
a 35
 
3.1%
Other values (42) 506
45.0%
Common
ValueCountFrequency (%)
/ 100
36.4%
. 50
18.2%
: 25
 
9.1%
7 16
 
5.8%
_ 12
 
4.4%
2 11
 
4.0%
4 10
 
3.6%
5 8
 
2.9%
8 7
 
2.5%
1 7
 
2.5%
Other values (5) 29
 
10.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1400
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 100
 
7.1%
w 88
 
6.3%
t 82
 
5.9%
e 67
 
4.8%
c 65
 
4.6%
o 64
 
4.6%
n 62
 
4.4%
u 59
 
4.2%
h 58
 
4.1%
. 50
 
3.6%
Other values (57) 705
50.4%

영상영상범주명
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)32.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
게임
8 
엔터테인먼트
5 
뉴스/정치
5 
인물/블로그
3 
음악
1 
Other values (3)
3 

Length

Max length7
Median length6
Mean length4.16
Min length2

Unique

Unique4 ?
Unique (%)16.0%

Sample

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

Common Values

ValueCountFrequency (%)
게임 8
32.0%
엔터테인먼트 5
20.0%
뉴스/정치 5
20.0%
인물/블로그 3
 
12.0%
음악 1
 
4.0%
과학기술 1
 
4.0%
노하우/스타일 1
 
4.0%
교육 1
 
4.0%

Length

2023-12-10T23:15:23.377904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:15:23.690275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
게임 8
32.0%
엔터테인먼트 5
20.0%
뉴스/정치 5
20.0%
인물/블로그 3
 
12.0%
음악 1
 
4.0%
과학기술 1
 
4.0%
노하우/스타일 1
 
4.0%
교육 1
 
4.0%

영상영상설명
Text

MISSING 

Distinct22
Distinct (%)100.0%
Missing3
Missing (%)12.0%
Memory size332.0 B
2023-12-10T23:15:24.274807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length224.5
Mean length295.77273
Min length2

Characters and Unicode

Total characters6507
Distinct characters523
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks10 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)100.0%

Sample

1st rowZHOUMI - 太貪心(I attempt too much); 조미 - 내욕심이 많았다 20161008 [2016 DMC Festival Asia Music Network Big Concert] 20161008
2nd row- 트위치 : https:www.twitch.tvwnlfhem 생방 8시~12시 - 이서니 페이스북 : https:www.facebook.comLS6311 - 이서니 유튜브 구독 : https:goo.glgRTVBG - 채널 좀비왕 페이스북 : http:goo.glhvFM6i - 채널 좀비왕 카카오스토리 : https:goo.glSrZu95 # Ch.ZBK YOUTUBE COLONY # 구독하세요. 당신도 채널 좀비왕과 함께합니다. Copyright Ch.ZBK & 'This' Creator All Right Reserved. We Do What We Must Because Only We Can
3rd rowWeekly Playlist 첫 독무의 주인공은 유태양! 판타지를 위해 준비한 턍프의 한층 더 성숙해진 퍼포먼스! SF9 유태양이 추는 Michael Jackson의 ＜Smooth Criminal＞♬ #주간아이돌 #WeeklyPlaylist #SF9 #유태양 #마이클 잭슨 #SmoothCriminal
4th row서울의 대학가 곳곳에서 기숙사 신축 문제를 놓고 지역 주민들과 갈등이 빚어지고 있습니다. 학생들은 주거 난을 해소하기 위해 기숙사를 확대해야 한다고 하지만 임대업을 하는 주민들은 생계위협이라며 반대하고 있습니다.
5th row*제이에게 후원: https:toon.atdonate63631982724371... *제이 vip 가입하기: https:www.youtube.comchannelUCnV5... *계좌: 국민(307001-04-049466)
ValueCountFrequency (%)
33
 
3.0%
공식 11
 
1.0%
영입 8
 
0.7%
페이스북 7
 
0.6%
▷ 6
 
0.6%
예능연구소 6
 
0.6%
수 5
 
0.5%
전 5
 
0.5%
▶ 5
 
0.5%
☞ 5
 
0.5%
Other values (855) 995
91.6%
2023-12-10T23:15:25.105935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1229
 
18.9%
t 209
 
3.2%
e 187
 
2.9%
. 176
 
2.7%
o 174
 
2.7%
a 145
 
2.2%
n 115
 
1.8%
s 113
 
1.7%
i 110
 
1.7%
w 96
 
1.5%
Other values (513) 3953
60.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2290
35.2%
Lowercase Letter 1928
29.6%
Space Separator 1229
18.9%
Other Punctuation 347
 
5.3%
Decimal Number 272
 
4.2%
Uppercase Letter 272
 
4.2%
Dash Punctuation 70
 
1.1%
Other Symbol 28
 
0.4%
Open Punctuation 22
 
0.3%
Close Punctuation 22
 
0.3%
Other values (4) 27
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 71
 
3.1%
다 63
 
2.8%
니 55
 
2.4%
지 36
 
1.6%
는 35
 
1.5%
에 34
 
1.5%
아 31
 
1.4%
고 30
 
1.3%
영 29
 
1.3%
주 29
 
1.3%
Other values (414) 1877
82.0%
Lowercase Letter
ValueCountFrequency (%)
t 209
 
10.8%
e 187
 
9.7%
o 174
 
9.0%
a 145
 
7.5%
n 115
 
6.0%
s 113
 
5.9%
i 110
 
5.7%
w 96
 
5.0%
h 94
 
4.9%
c 88
 
4.6%
Other values (16) 597
31.0%
Uppercase Letter
ValueCountFrequency (%)
B 32
 
11.8%
C 29
 
10.7%
S 25
 
9.2%
M 24
 
8.8%
T 15
 
5.5%
L 12
 
4.4%
E 12
 
4.4%
I 11
 
4.0%
O 11
 
4.0%
P 10
 
3.7%
Other values (15) 91
33.5%
Other Punctuation
ValueCountFrequency (%)
. 176
50.7%
: 77
22.2%
; 29
 
8.4%
! 20
 
5.8%
# 16
 
4.6%
' 6
 
1.7%
? 5
 
1.4%
@ 5
 
1.4%
· 4
 
1.2%
* 3
 
0.9%
Other values (3) 6
 
1.7%
Decimal Number
ValueCountFrequency (%)
1 67
24.6%
0 46
16.9%
2 38
14.0%
3 28
10.3%
8 24
 
8.8%
6 16
 
5.9%
5 15
 
5.5%
4 15
 
5.5%
9 15
 
5.5%
7 8
 
2.9%
Other Symbol
ValueCountFrequency (%)
☞ 8
28.6%
▶ 5
17.9%
♥ 5
17.9%
○ 4
14.3%
♡ 2
 
7.1%
▼ 2
 
7.1%
□ 1
 
3.6%
♬ 1
 
3.6%
Math Symbol
ValueCountFrequency (%)
▷ 6
33.3%
↓ 3
16.7%
= 2
 
11.1%
~ 2
 
11.1%
∂ 2
 
11.1%
∇ 1
 
5.6%
＞ 1
 
5.6%
＜ 1
 
5.6%
Open Punctuation
ValueCountFrequency (%)
[ 12
54.5%
( 10
45.5%
Close Punctuation
ValueCountFrequency (%)
] 12
54.5%
) 10
45.5%
Space Separator
ValueCountFrequency (%)
1229
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 70
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 6
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2287
35.1%
Latin 2200
33.8%
Common 2017
31.0%
Han 3
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 71
 
3.1%
다 63
 
2.8%
니 55
 
2.4%
지 36
 
1.6%
는 35
 
1.5%
에 34
 
1.5%
아 31
 
1.4%
고 30
 
1.3%
영 29
 
1.3%
주 29
 
1.3%
Other values (411) 1874
81.9%
Latin
ValueCountFrequency (%)
t 209
 
9.5%
e 187
 
8.5%
o 174
 
7.9%
a 145
 
6.6%
n 115
 
5.2%
s 113
 
5.1%
i 110
 
5.0%
w 96
 
4.4%
h 94
 
4.3%
c 88
 
4.0%
Other values (41) 869
39.5%
Common
ValueCountFrequency (%)
1229
60.9%
. 176
 
8.7%
: 77
 
3.8%
- 70
 
3.5%
1 67
 
3.3%
0 46
 
2.3%
2 38
 
1.9%
; 29
 
1.4%
3 28
 
1.4%
8 24
 
1.2%
Other values (38) 233
 
11.6%
Han
ValueCountFrequency (%)
心 1
33.3%
貪 1
33.3%
太 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4167
64.0%
Hangul 2282
35.1%
Geometric Shapes 18
 
0.3%
Misc Symbols 16
 
0.2%
None 6
 
0.1%
Compat Jamo 5
 
0.1%
Punctuation 4
 
0.1%
Arrows 3
 
< 0.1%
Math Operators 3
 
< 0.1%
CJK 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1229
29.5%
t 209
 
5.0%
e 187
 
4.5%
. 176
 
4.2%
o 174
 
4.2%
a 145
 
3.5%
n 115
 
2.8%
s 113
 
2.7%
i 110
 
2.6%
w 96
 
2.3%
Other values (71) 1613
38.7%
Hangul
ValueCountFrequency (%)
이 71
 
3.1%
다 63
 
2.8%
니 55
 
2.4%
지 36
 
1.6%
는 35
 
1.5%
에 34
 
1.5%
아 31
 
1.4%
고 30
 
1.3%
영 29
 
1.3%
주 29
 
1.3%
Other values (406) 1869
81.9%
Misc Symbols
ValueCountFrequency (%)
☞ 8
50.0%
♥ 5
31.2%
♡ 2
 
12.5%
♬ 1
 
6.2%
Geometric Shapes
ValueCountFrequency (%)
▷ 6
33.3%
▶ 5
27.8%
○ 4
22.2%
▼ 2
 
11.1%
□ 1
 
5.6%
None
ValueCountFrequency (%)
· 4
66.7%
＞ 1
 
16.7%
＜ 1
 
16.7%
Arrows
ValueCountFrequency (%)
↓ 3
100.0%
Math Operators
ValueCountFrequency (%)
∂ 2
66.7%
∇ 1
33.3%
Punctuation
ValueCountFrequency (%)
‘ 2
50.0%
’ 1
25.0%
… 1
25.0%
Compat Jamo
ValueCountFrequency (%)
ㅁ 1
20.0%
ㅤ 1
20.0%
ㅈ 1
20.0%
ㅓ 1
20.0%
ㄼ 1
20.0%
CJK
ValueCountFrequency (%)
心 1
33.3%
貪 1
33.3%
太 1
33.3%

영상영상길이
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:15:25.451391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length9
Mean length7.28
Min length5

Characters and Unicode

Total characters182
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

Unique25 ?
Unique (%)100.0%

Sample

1st rowPT3M44S
2nd rowPT19M40S
3rd rowPT1M29S
4th rowPT3M6S
5th rowPT7H13M16S
ValueCountFrequency (%)
pt3m44s 1
 
4.0%
pt13m12s 1
 
4.0%
pt28s 1
 
4.0%
pt25m43s 1
 
4.0%
pt7m18s 1
 
4.0%
pt8m16s 1
 
4.0%
pt14m31s 1
 
4.0%
pt3m23s 1
 
4.0%
pt7m46s 1
 
4.0%
pt19m20s 1
 
4.0%
Other values (15) 15
60.0%
2023-12-10T23:15:26.023873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
P 25
13.7%
T 25
13.7%
S 25
13.7%
M 21
11.5%
1 17
9.3%
2 13
7.1%
4 12
6.6%
3 10
 
5.5%
5 8
 
4.4%
0 5
 
2.7%
Other values (5) 21
11.5%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter 100
54.9%
Decimal Number 82
45.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 17
20.7%
2 13
15.9%
4 12
14.6%
3 10
12.2%
5 8
9.8%
0 5
 
6.1%
8 5
 
6.1%
9 4
 
4.9%
6 4
 
4.9%
7 4
 
4.9%
Uppercase Letter
ValueCountFrequency (%)
P 25
25.0%
T 25
25.0%
S 25
25.0%
M 21
21.0%
H 4
 
4.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 100
54.9%
Common 82
45.1%

Most frequent character per script

Common
ValueCountFrequency (%)
1 17
20.7%
2 13
15.9%
4 12
14.6%
3 10
12.2%
5 8
9.8%
0 5
 
6.1%
8 5
 
6.1%
9 4
 
4.9%
6 4
 
4.9%
7 4
 
4.9%
Latin
ValueCountFrequency (%)
P 25
25.0%
T 25
25.0%
S 25
25.0%
M 21
21.0%
H 4
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 182
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
P 25
13.7%
T 25
13.7%
S 25
13.7%
M 21
11.5%
1 17
9.3%
2 13
7.1%
4 12
6.6%
3 10
 
5.5%
5 8
 
4.4%
0 5
 
2.7%
Other values (5) 21
11.5%

영상영상업로드일자
Date

MISSING 

Distinct17
Distinct (%)100.0%
Missing8
Missing (%)32.0%
Memory size332.0 B
Minimum2011-03-30 00:00:00
Maximum2021-07-23 00:00:00
2023-12-10T23:15:26.209891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:15:26.352509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

영상영상제목
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:15:26.859504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length84
Median length43
Mean length40.16
Min length12

Characters and Unicode

Total characters1004
Distinct characters316
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique25 ?
Unique (%)100.0%

Sample

1st row[2016 DMC Festival] ZHOUMI - 太貪心(I attempt too much); 조미 - 내욕심이 많았다 20161008
2nd row[이서니] 아트록스 다시 봤다 관짝 뚫었다 라이즈 상대로 다이브를 몇번을 하는거냐;; 탑 아트록스
3rd row[Weekly Playlist] SF9 유태양이 추는 Michael Jackson의 ＜Smooth Criminal＞♬ Full ver. l EP.520
4th row[tbs] ‘주거난 VS 생존권’ 반복되는 대학 기숙사 건립 갈등
5th row[제이] 트라하 타스 최강섭 최강 길드! (TRAHA)
ValueCountFrequency (%)
3
 
1.5%
게임 2
 
1.0%
뉴스a 2
 
1.0%
청원 2
 
1.0%
ebse 2
 
1.0%
rose 2
 
1.0%
아트록스 2
 
1.0%
게 2
 
1.0%
웃는 2
 
1.0%
blue 2
 
1.0%
Other values (183) 183
89.7%
2023-12-10T23:15:27.540802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
184
 
18.3%
e 20
 
2.0%
t 19
 
1.9%
0 18
 
1.8%
2 17
 
1.7%
] 17
 
1.7%
[ 16
 
1.6%
i 15
 
1.5%
1 14
 
1.4%
l 13
 
1.3%
Other values (306) 671
66.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 419
41.7%
Space Separator 184
18.3%
Lowercase Letter 167
 
16.6%
Decimal Number 75
 
7.5%
Uppercase Letter 74
 
7.4%
Other Punctuation 23
 
2.3%
Close Punctuation 20
 
2.0%
Open Punctuation 19
 
1.9%
Dash Punctuation 8
 
0.8%
Connector Punctuation 4
 
0.4%
Other values (4) 11
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
의 9
 
2.1%
이 9
 
2.1%
지 8
 
1.9%
스 8
 
1.9%
다 7
 
1.7%
대 6
 
1.4%
회 6
 
1.4%
사 6
 
1.4%
는 6
 
1.4%
아 6
 
1.4%
Other values (229) 348
83.1%
Uppercase Letter
ValueCountFrequency (%)
S 8
 
10.8%
B 6
 
8.1%
E 6
 
8.1%
P 5
 
6.8%
F 5
 
6.8%
M 5
 
6.8%
I 5
 
6.8%
A 4
 
5.4%
O 4
 
5.4%
U 3
 
4.1%
Other values (13) 23
31.1%
Lowercase Letter
ValueCountFrequency (%)
e 20
12.0%
t 19
11.4%
i 15
 
9.0%
l 13
 
7.8%
a 12
 
7.2%
o 11
 
6.6%
s 11
 
6.6%
r 10
 
6.0%
n 8
 
4.8%
u 7
 
4.2%
Other values (11) 41
24.6%
Decimal Number
ValueCountFrequency (%)
0 18
24.0%
2 17
22.7%
1 14
18.7%
5 7
 
9.3%
8 5
 
6.7%
6 4
 
5.3%
4 3
 
4.0%
3 3
 
4.0%
7 2
 
2.7%
9 2
 
2.7%
Other Punctuation
ValueCountFrequency (%)
! 6
26.1%
; 5
21.7%
# 3
13.0%
. 3
13.0%
… 2
 
8.7%
' 2
 
8.7%
@ 1
 
4.3%
? 1
 
4.3%
Math Symbol
ValueCountFrequency (%)
｜ 1
25.0%
＞ 1
25.0%
+ 1
25.0%
＜ 1
25.0%
Close Punctuation
ValueCountFrequency (%)
] 17
85.0%
) 3
 
15.0%
Open Punctuation
ValueCountFrequency (%)
[ 16
84.2%
( 3
 
15.8%
Other Symbol
ValueCountFrequency (%)
♥ 2
66.7%
♬ 1
33.3%
Space Separator
ValueCountFrequency (%)
184
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 8
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 4
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 416
41.4%
Common 344
34.3%
Latin 241
24.0%
Han 3
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
의 9
 
2.2%
이 9
 
2.2%
지 8
 
1.9%
스 8
 
1.9%
다 7
 
1.7%
대 6
 
1.4%
회 6
 
1.4%
사 6
 
1.4%
는 6
 
1.4%
아 6
 
1.4%
Other values (226) 345
82.9%
Latin
ValueCountFrequency (%)
e 20
 
8.3%
t 19
 
7.9%
i 15
 
6.2%
l 13
 
5.4%
a 12
 
5.0%
o 11
 
4.6%
s 11
 
4.6%
r 10
 
4.1%
n 8
 
3.3%
S 8
 
3.3%
Other values (34) 114
47.3%
Common
ValueCountFrequency (%)
184
53.5%
0 18
 
5.2%
2 17
 
4.9%
] 17
 
4.9%
[ 16
 
4.7%
1 14
 
4.1%
- 8
 
2.3%
5 7
 
2.0%
! 6
 
1.7%
8 5
 
1.5%
Other values (23) 52
 
15.1%
Han
ValueCountFrequency (%)
貪 1
33.3%
心 1
33.3%
太 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 573
57.1%
Hangul 414
41.2%
Punctuation 6
 
0.6%
Misc Symbols 3
 
0.3%
None 3
 
0.3%
CJK 3
 
0.3%
Compat Jamo 2
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
184
32.1%
e 20
 
3.5%
t 19
 
3.3%
0 18
 
3.1%
2 17
 
3.0%
] 17
 
3.0%
[ 16
 
2.8%
i 15
 
2.6%
1 14
 
2.4%
l 13
 
2.3%
Other values (59) 240
41.9%
Hangul
ValueCountFrequency (%)
의 9
 
2.2%
이 9
 
2.2%
지 8
 
1.9%
스 8
 
1.9%
다 7
 
1.7%
대 6
 
1.4%
회 6
 
1.4%
사 6
 
1.4%
는 6
 
1.4%
아 6
 
1.4%
Other values (225) 343
82.9%
Punctuation
ValueCountFrequency (%)
… 2
33.3%
‘ 2
33.3%
’ 2
33.3%
Compat Jamo
ValueCountFrequency (%)
ㅋ 2
100.0%
Misc Symbols
ValueCountFrequency (%)
♥ 2
66.7%
♬ 1
33.3%
None
ValueCountFrequency (%)
｜ 1
33.3%
＞ 1
33.3%
＜ 1
33.3%
CJK
ValueCountFrequency (%)
貪 1
33.3%
心 1
33.3%
太 1
33.3%

영상영상태그명
Text

MISSING 

Distinct24
Distinct (%)100.0%
Missing1
Missing (%)4.0%
Memory size332.0 B
2023-12-10T23:15:27.945130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length343
Median length41
Mean length88.291667
Min length5

Characters and Unicode

Total characters2119
Distinct characters388
Distinct categories9 ?
Distinct scripts5 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)100.0%

Sample

1st rowMBCMusicLive음악라이브kpopk-pop한류korean wavembc2016DMC페스티벌AMN빅콘서트20161008조미내욕심이 많았다FestivalAsiaNetworkBigConcertZHOUMI太貪心I attempt too much
2nd row이서니이서니TVZBK이서니똘킹산초꿀탱탱마이콜로이조해물파전렝가렝가ZBK리그오브레전드롤lol렝가공략렝가강의롤공략lol공략롤신챔프야스오장인프로젝트렝가매드무비아이작아이작리버스대정령대도서관텔론좀비왕대마이가렌갈리오갱플랭크그라가스그레이브즈나르바루스바이베이카베인벨코즈볼리베어브라움브랜드블라디미르블리츠크랭크빅토르뽀삐사이온샤코세주아니소나소라카쉔쉬바나스웨인스카너시비르신짜오신드라신지드쓰레쉬아리아무무아지르아칼리아트ㅤㄹㅗㄷ스알리스타애니애니비아애쉬야스오엘리스오공오리아나올라프요릭우디르우르곳워윅이렐리아이블린이즈리자이라쟈크잔나잭스제드제라스제이스얼자르반4세직스질리언아트록스아트록스 공략아트록스 강의
3rd row위클리 플레이리스트weekly playlist유태양sf9 태양태양 독무에스에프나인 주간미콘에스에프나인 방구석 미니콘서트주간아 방구석 미니콘서트주간미콘마이클 잭슨michael jacksonsf9 마이클잭슨마이클잭슨 춤smooth criminal스무스 크리미널주간아이돌주간아주간아 직캠weekly idol에스에프나인sf9エスエプナインsm 댄스 메들리sf9 song영빈
4th row대학교기숙사학생주거난주민생계임대업원룸신축한양대고려대서울시부동산하숙고시원자취생tbstbsTV
5th row트라하제이
ValueCountFrequency (%)
blue 4
 
3.1%
방구석 2
 
1.5%
rose 2
 
1.5%
공부 2
 
1.5%
roseup10tion 2
 
1.5%
over 2
 
1.5%
게임 2
 
1.5%
mbcmusiclive음악라이브kpopk-pop한류korean 1
 
0.8%
쇼음악중심음악중심예능연구소mbc세로캠직캠풀캠예능연구소 1
 
0.8%
organization)cosmetics 1
 
0.8%
Other values (112) 112
85.5%
2023-12-10T23:15:28.716445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
107
 
5.0%
e 66
 
3.1%
이 49
 
2.3%
a 46
 
2.2%
o 45
 
2.1%
s 44
 
2.1%
t 44
 
2.1%
스 43
 
2.0%
i 38
 
1.8%
l 33
 
1.6%
Other values (378) 1604
75.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1239
58.5%
Lowercase Letter 529
25.0%
Uppercase Letter 143
 
6.7%
Space Separator 107
 
5.0%
Decimal Number 88
 
4.2%
Other Punctuation 7
 
0.3%
Close Punctuation 3
 
0.1%
Open Punctuation 2
 
0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 49
 
4.0%
스 43
 
3.5%
드 25
 
2.0%
아 25
 
2.0%
리 22
 
1.8%
대 21
 
1.7%
트 20
 
1.6%
시 17
 
1.4%
라 16
 
1.3%
사 15
 
1.2%
Other values (313) 986
79.6%
Lowercase Letter
ValueCountFrequency (%)
e 66
12.5%
a 46
 
8.7%
o 45
 
8.5%
s 44
 
8.3%
t 44
 
8.3%
i 38
 
7.2%
l 33
 
6.2%
u 24
 
4.5%
r 23
 
4.3%
n 22
 
4.2%
Other values (15) 144
27.2%
Uppercase Letter
ValueCountFrequency (%)
B 15
10.5%
T 13
 
9.1%
I 13
 
9.1%
O 12
 
8.4%
M 11
 
7.7%
N 11
 
7.7%
U 9
 
6.3%
R 8
 
5.6%
L 8
 
5.6%
P 8
 
5.6%
Other values (12) 35
24.5%
Decimal Number
ValueCountFrequency (%)
1 26
29.5%
0 21
23.9%
2 13
14.8%
5 7
 
8.0%
3 6
 
6.8%
9 6
 
6.8%
8 5
 
5.7%
6 2
 
2.3%
4 2
 
2.3%
Other Punctuation
ValueCountFrequency (%)
. 4
57.1%
& 1
 
14.3%
# 1
 
14.3%
' 1
 
14.3%
Close Punctuation
ValueCountFrequency (%)
) 2
66.7%
] 1
33.3%
Space Separator
ValueCountFrequency (%)
107
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1229
58.0%
Latin 672
31.7%
Common 208
 
9.8%
Katakana 7
 
0.3%
Han 3
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 49
 
4.0%
스 43
 
3.5%
드 25
 
2.0%
아 25
 
2.0%
리 22
 
1.8%
대 21
 
1.7%
트 20
 
1.6%
시 17
 
1.4%
라 16
 
1.3%
사 15
 
1.2%
Other values (304) 976
79.4%
Latin
ValueCountFrequency (%)
e 66
 
9.8%
a 46
 
6.8%
o 45
 
6.7%
s 44
 
6.5%
t 44
 
6.5%
i 38
 
5.7%
l 33
 
4.9%
u 24
 
3.6%
r 23
 
3.4%
n 22
 
3.3%
Other values (37) 287
42.7%
Common
ValueCountFrequency (%)
107
51.4%
1 26
 
12.5%
0 21
 
10.1%
2 13
 
6.2%
5 7
 
3.4%
3 6
 
2.9%
9 6
 
2.9%
8 5
 
2.4%
. 4
 
1.9%
( 2
 
1.0%
Other values (8) 11
 
5.3%
Katakana
ValueCountFrequency (%)
エ 2
28.6%
ン 1
14.3%
イ 1
14.3%
ナ 1
14.3%
プ 1
14.3%
ス 1
14.3%
Han
ValueCountFrequency (%)
心 1
33.3%
貪 1
33.3%
太 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1225
57.8%
ASCII 880
41.5%
Katakana 7
 
0.3%
Compat Jamo 4
 
0.2%
CJK 3
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
107
 
12.2%
e 66
 
7.5%
a 46
 
5.2%
o 45
 
5.1%
s 44
 
5.0%
t 44
 
5.0%
i 38
 
4.3%
l 33
 
3.8%
1 26
 
3.0%
u 24
 
2.7%
Other values (55) 407
46.2%
Hangul
ValueCountFrequency (%)
이 49
 
4.0%
스 43
 
3.5%
드 25
 
2.0%
아 25
 
2.0%
리 22
 
1.8%
대 21
 
1.7%
트 20
 
1.6%
시 17
 
1.4%
라 16
 
1.3%
사 15
 
1.2%
Other values (300) 972
79.3%
Katakana
ValueCountFrequency (%)
エ 2
28.6%
ン 1
14.3%
イ 1
14.3%
ナ 1
14.3%
プ 1
14.3%
ス 1
14.3%
CJK
ValueCountFrequency (%)
心 1
33.3%
貪 1
33.3%
太 1
33.3%
Compat Jamo
ValueCountFrequency (%)
ㄷ 1
25.0%
ㅗ 1
25.0%
ㄹ 1
25.0%
ㅤ 1
25.0%

영상영상썸네일URL
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:15:29.174251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length46
Median length46
Mean length46
Min length46

Characters and Unicode

Total characters1150
Distinct characters66
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

Unique25 ?
Unique (%)100.0%

Sample

1st rowhttps://i.ytimg.com/vi/8Y3onwmMHDQ/default.jpg
2nd rowhttps://i.ytimg.com/vi/8Y3SEuuOHEY/default.jpg
3rd rowhttps://i.ytimg.com/vi/QIp-vFb-87I/default.jpg
4th rowhttps://i.ytimg.com/vi/8Y7gThD3V8s/default.jpg
5th rowhttps://i.ytimg.com/vi/8Y6QBLwnZgE/default.jpg
ValueCountFrequency (%)
https://i.ytimg.com/vi/8y3onwmmhdq/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/qje3wcyapfk/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/8zgonsdo2c4/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/qjrg5zxrdsa/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/8z6jgucyf1g/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/8z9cqtiqjzi/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/qjlf6gcokcg/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/qjita3rnhq0/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/8yrcjglsx7u/default.jpg 1
 
4.0%
https://i.ytimg.com/vi/qjhkz-p7qim/default.jpg 1
 
4.0%
Other values (15) 15
60.0%
2023-12-10T23:15:30.391746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 125
 
10.9%
t 102
 
8.9%
i 76
 
6.6%
. 75
 
6.5%
g 57
 
5.0%
p 54
 
4.7%
m 54
 
4.7%
o 32
 
2.8%
u 31
 
2.7%
s 30
 
2.6%
Other values (56) 514
44.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 731
63.6%
Other Punctuation 225
 
19.6%
Uppercase Letter 142
 
12.3%
Decimal Number 49
 
4.3%
Dash Punctuation 3
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 102
14.0%
i 76
 
10.4%
g 57
 
7.8%
p 54
 
7.4%
m 54
 
7.4%
o 32
 
4.4%
u 31
 
4.2%
s 30
 
4.1%
c 30
 
4.1%
j 27
 
3.7%
Other values (16) 238
32.6%
Uppercase Letter
ValueCountFrequency (%)
Q 18
 
12.7%
Y 14
 
9.9%
J 13
 
9.2%
I 9
 
6.3%
Z 7
 
4.9%
K 6
 
4.2%
D 6
 
4.2%
M 6
 
4.2%
E 5
 
3.5%
X 5
 
3.5%
Other values (16) 53
37.3%
Decimal Number
ValueCountFrequency (%)
8 17
34.7%
3 7
14.3%
6 5
 
10.2%
7 5
 
10.2%
2 4
 
8.2%
0 4
 
8.2%
1 3
 
6.1%
5 2
 
4.1%
9 1
 
2.0%
4 1
 
2.0%
Other Punctuation
ValueCountFrequency (%)
/ 125
55.6%
. 75
33.3%
: 25
 
11.1%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 873
75.9%
Common 277
 
24.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 102
 
11.7%
i 76
 
8.7%
g 57
 
6.5%
p 54
 
6.2%
m 54
 
6.2%
o 32
 
3.7%
u 31
 
3.6%
s 30
 
3.4%
c 30
 
3.4%
j 27
 
3.1%
Other values (42) 380
43.5%
Common
ValueCountFrequency (%)
/ 125
45.1%
. 75
27.1%
: 25
 
9.0%
8 17
 
6.1%
3 7
 
2.5%
6 5
 
1.8%
7 5
 
1.8%
2 4
 
1.4%
0 4
 
1.4%
- 3
 
1.1%
Other values (4) 7
 
2.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1150
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 125
 
10.9%
t 102
 
8.9%
i 76
 
6.6%
. 75
 
6.5%
g 57
 
5.0%
p 54
 
4.7%
m 54
 
4.7%
o 32
 
2.8%
u 31
 
2.7%
s 30
 
2.6%
Other values (56) 514
44.7%

영상기본언어설정명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
<NA>
14 
ko
10 
en-US
 
1

Length

Max length5
Median length4
Mean length3.24
Min length2

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 14
56.0%
ko 10
40.0%
en-US 1
 
4.0%

Length

2023-12-10T23:15:30.766252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:15:31.208906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
56.0%
ko 10
40.0%
en-us 1
 
4.0%

영상자막정보
Boolean

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size182.0 B
False
25 
ValueCountFrequency (%)
False 25
100.0%
2023-12-10T23:15:31.519956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T23:15:31.668149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영상경로명영상채널경로명영상영상범주명영상영상설명영상영상길이영상영상업로드일자영상영상제목영상영상태그명영상영상썸네일URL영상기본언어설정명
영상경로명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상채널경로명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상범주명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상설명1.0001.0001.0001.0001.0001.0001.0001.0001.000NaN
영상영상길이1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상업로드일자1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상제목1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상영상태그명1.0001.0001.0001.0001.0001.0001.0001.0001.000NaN
영상영상썸네일URL1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상기본언어설정명1.0001.0001.000NaN1.0001.0001.000NaN1.0001.000
2023-12-10T23:15:31.935148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영상기본언어설정명영상영상범주명
영상기본언어설정명1.0000.816
영상영상범주명0.8161.000
2023-12-10T23:15:32.123879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영상영상범주명영상기본언어설정명
영상영상범주명1.0000.816
영상기본언어설정명0.8161.000

Missing values

2023-12-10T23:15:20.012455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T23:15:20.392895image/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.
2023-12-10T23:15:20.646377image/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

영상경로명영상수집일자영상채널경로명영상영상범주명영상영상설명영상영상길이영상영상업로드일자영상영상제목영상영상태그명영상영상썸네일URL영상기본언어설정명영상자막정보
0https://www.youtube.com/watch?v=8Y3onwmMHDQ2021-10-01https://www.youtube.com/channel/UCe52oeb7Xv_KaJsEzcKXJJg음악ZHOUMI - 太貪心(I attempt too much); 조미 - 내욕심이 많았다 20161008 [2016 DMC Festival Asia Music Network Big Concert] 20161008PT3M44S2016-10-08[2016 DMC Festival] ZHOUMI - 太貪心(I attempt too much); 조미 - 내욕심이 많았다 20161008MBCMusicLive음악라이브kpopk-pop한류korean wavembc2016DMC페스티벌AMN빅콘서트20161008조미내욕심이 많았다FestivalAsiaNetworkBigConcertZHOUMI太貪心I attempt too muchhttps://i.ytimg.com/vi/8Y3onwmMHDQ/default.jpgkoFalse
1https://www.youtube.com/watch?v=8Y3SEuuOHEY2021-10-01https://www.youtube.com/channel/UCcL8PoeJCC6DwAcKyzw_eQg게임- 트위치 : https:www.twitch.tvwnlfhem 생방 8시~12시 - 이서니 페이스북 : https:www.facebook.comLS6311 - 이서니 유튜브 구독 : https:goo.glgRTVBG - 채널 좀비왕 페이스북 : http:goo.glhvFM6i - 채널 좀비왕 카카오스토리 : https:goo.glSrZu95 # Ch.ZBK YOUTUBE COLONY # 구독하세요. 당신도 채널 좀비왕과 함께합니다. Copyright Ch.ZBK & 'This' Creator All Right Reserved. We Do What We Must Because Only We CanPT19M40S2017-03-16[이서니] 아트록스 다시 봤다 관짝 뚫었다 라이즈 상대로 다이브를 몇번을 하는거냐;; 탑 아트록스이서니이서니TVZBK이서니똘킹산초꿀탱탱마이콜로이조해물파전렝가렝가ZBK리그오브레전드롤lol렝가공략렝가강의롤공략lol공략롤신챔프야스오장인프로젝트렝가매드무비아이작아이작리버스대정령대도서관텔론좀비왕대마이가렌갈리오갱플랭크그라가스그레이브즈나르바루스바이베이카베인벨코즈볼리베어브라움브랜드블라디미르블리츠크랭크빅토르뽀삐사이온샤코세주아니소나소라카쉔쉬바나스웨인스카너시비르신짜오신드라신지드쓰레쉬아리아무무아지르아칼리아트ㅤㄹㅗㄷ스알리스타애니애니비아애쉬야스오엘리스오공오리아나올라프요릭우디르우르곳워윅이렐리아이블린이즈리자이라쟈크잔나잭스제드제라스제이스얼자르반4세직스질리언아트록스아트록스 공략아트록스 강의https://i.ytimg.com/vi/8Y3SEuuOHEY/default.jpgkoFalse
2https://www.youtube.com/watch?v=QIp-vFb-87I2021-10-01https://www.youtube.com/channel/UCPde4guD9yFBRzkxk2PatoA엔터테인먼트Weekly Playlist 첫 독무의 주인공은 유태양! 판타지를 위해 준비한 턍프의 한층 더 성숙해진 퍼포먼스! SF9 유태양이 추는 Michael Jackson의 ＜Smooth Criminal＞♬ #주간아이돌 #WeeklyPlaylist #SF9 #유태양 #마이클 잭슨 #SmoothCriminalPT1M29S2021-07-14[Weekly Playlist] SF9 유태양이 추는 Michael Jackson의 ＜Smooth Criminal＞♬ Full ver. l EP.520위클리 플레이리스트weekly playlist유태양sf9 태양태양 독무에스에프나인 주간미콘에스에프나인 방구석 미니콘서트주간아 방구석 미니콘서트주간미콘마이클 잭슨michael jacksonsf9 마이클잭슨마이클잭슨 춤smooth criminal스무스 크리미널주간아이돌주간아주간아 직캠weekly idol에스에프나인sf9エスエプナインsm 댄스 메들리sf9 song영빈https://i.ytimg.com/vi/QIp-vFb-87I/default.jpgkoFalse
3https://www.youtube.com/watch?v=8Y7gThD3V8s2021-10-01https://www.youtube.com/channel/UC5HSw5OY2vfVFSihpiB-AVQ뉴스/정치서울의 대학가 곳곳에서 기숙사 신축 문제를 놓고 지역 주민들과 갈등이 빚어지고 있습니다. 학생들은 주거 난을 해소하기 위해 기숙사를 확대해야 한다고 하지만 임대업을 하는 주민들은 생계위협이라며 반대하고 있습니다.PT3M6S2017-12-12[tbs] ‘주거난 VS 생존권’ 반복되는 대학 기숙사 건립 갈등대학교기숙사학생주거난주민생계임대업원룸신축한양대고려대서울시부동산하숙고시원자취생tbstbsTVhttps://i.ytimg.com/vi/8Y7gThD3V8s/default.jpgkoFalse
4https://www.youtube.com/watch?v=8Y6QBLwnZgE2021-10-01https://www.youtube.com/channel/UCnV5tUnOVGyT-Ncj0s0tPTw게임*제이에게 후원: https:toon.atdonate63631982724371... *제이 vip 가입하기: https:www.youtube.comchannelUCnV5... *계좌: 국민(307001-04-049466)PT7H13M16S<NA>[제이] 트라하 타스 최강섭 최강 길드! (TRAHA)트라하제이https://i.ytimg.com/vi/8Y6QBLwnZgE/default.jpg<NA>False
5https://www.youtube.com/watch?v=QIu1azJMZKo2021-10-01https://www.youtube.com/channel/UCmcd3r7AsHjm3deMgx1ZPiw게임카페주소 : http:cafe.naver.comnic1498 www.apple3203.wk.to 카페가입 비밀번호 : ma3203 블로그 : http:blog.naver.comapple3203 --------------------------------------------------- 오늘 올리는 영상중에 문제가 좀 많아서 4번째 업로드하네요 -_- 좋아요 눌러주신분들 모두 감사합니다! http:minecraft2.tistory.com427 마블띵님 블로그 주소입니다. 맵;전용텍펙 다운받으세요PT40M7S<NA>애플의 마인크래프트 Farming Platform 3.1 -2-애플마인크래프트애플의마인크래프트https://i.ytimg.com/vi/QIu1azJMZKo/default.jpg<NA>False
6https://www.youtube.com/watch?v=8Y8DKK1C7uE2021-10-01https://www.youtube.com/channel/UCl402YYy7RcH7PBI3npmGPQ게임No.1 피파온라인3 두치와뿌꾸 방송입니다. 구독과 좋아요가 뿌꾸에게 큰 힘이 됩니다! 사랑합니다! Duchi and Bbuggu channel subscribe please! 광고;스폰문의 : ate8282@naver.com 매일 저녁 7:30 분 생방시작!낮방 랜덤! 두치와 뿌꾸 AfreecaTV : http:www.afreecatv.comgalsa 두치와 뿌꾸 Youtube : https:www.youtube.comusergalsa11 두치와 뿌꾸 facebook : https:www.facebook.combjdubbuPT49M58S<NA>피파3 두치와뿌꾸 700억 유로 올금카 스쿼드! 오버롤 미쳤다 진심피파피파3피파온라인3강화패키지트레이드스쿼드철구감스트챔피언십https://i.ytimg.com/vi/8Y8DKK1C7uE/default.jpgkoFalse
7https://www.youtube.com/watch?v=QIzyOFOJIs02021-10-01https://www.youtube.com/channel/UC7ncBppTSon0LEU_kcgz7eg인물/블로그제285회 임시회 1차본회의_오현정의원 5분자유발언 2019-02-22PT5M52S2019-09-09제285회 임시회 1차본회의_오현정의원 5분자유발언 2019-02-22서울특별시의회서울시의회제10대서울시의회5분자유발언제285회임시회오현정의원https://i.ytimg.com/vi/QIzyOFOJIs0/default.jpg<NA>False
8https://www.youtube.com/watch?v=8YBWMFoCOdM2021-10-01https://www.youtube.com/channel/UC-Zedn7a_RJyb5hUQ-aGZog게임설명PT1H25S<NA>[This War Of Mine] 엔딩까지 2015년 2월 20일 [1]머독머독방송머독녹화아프리카tv아프리카TVafreecatv생방녹방https://i.ytimg.com/vi/8YBWMFoCOdM/default.jpg<NA>False
9https://www.youtube.com/watch?v=QJ0VkTzb6mw2021-10-01https://www.youtube.com/channel/UCfq4V1DAuaojnr2ryvWNysw뉴스/정치자유한국당의 황교안 대표는 오늘 첫 번째 영입 인재 환영식을 열었습니다. 그런데; 정작 이 자리에 영입 인재 1호는 없었고; 황 대표는 기자들의 질문에 버럭하고 말았습니다. 이어서 강병규 기자입니다. [리포트] 한국당은 경제; 청년; 여성 분야 전문가 8명을 영입 인사로 발표했습니다. 1차 영입 명단에서 박찬주 전 육군 대장은 결국 빠졌습니다. 박 전 대장은 채널A와의 통화에서 입당 보류가 자질 문제 때문은 아니라고 선을 그었습니다. 공관병 갑질 논란은 해명이 됐지만 ㅤㅈㅓㄼ은층의 부정적 의견이 여전히 있어 스스로 1차 영입 대상에서 빠졌다는 겁니다. 박 전 대장은 12월 마지막 인재 영입 발표 때 입당할 계획이라고 말했습니다. 박 전 대장을 영입한 당사자가 황 대표라 리더십이 도마에 올랐습니다. [신상진 자유한국당 의원(YTN 노영희의 출발 새아침)] 가랑비에 옷 젖는다고 작은 문제들이 쌓여서 결국은 당 운영에; 대표의 리더십에 흠이 가지 않을까. 황 대표는 행사를 마친 뒤 리더십이 상처받았다는 지적에 발끈했습니다. [황교안 자유한국당 대표] 뒤에서 한 인사가 이랬다. 한 인사가 누군지 얘기하시면서 하세요. 그걸 리더십에 상처라고 하면 저에게 남아있는 리더십이 없을 것입니다. 박 전 대장이 1호 영입 인사로 알려지면서 비판이 더 커지자; 한국당은 영입 인사에 1호; 2호는 없다고 해명했습니다. 채널A 뉴스 강병규입니다. ben@donga.com 영상취재: 조승현 영상편집: 배시열 ▷ 공식 홈페이지 http:www.ichannela.com ▷ 공식 페이스북 https:www.facebook.comchannelanews ▷ 공식 유튜브 https:www.youtube.comtvchanewsPT1M30S2019-10-31인재 영입 1호부터 헛스윙…황교안 리더십 ‘흔들’ 뉴스A한국당황교안https://i.ytimg.com/vi/QJ0VkTzb6mw/default.jpgkoFalse
영상경로명영상수집일자영상채널경로명영상영상범주명영상영상설명영상영상길이영상영상업로드일자영상영상제목영상영상태그명영상영상썸네일URL영상기본언어설정명영상자막정보
15https://www.youtube.com/watch?v=8YQsoXRQkBY2021-10-01https://www.youtube.com/channel/UCmOmhm_p0UEwcPkAmotX8RQ게임<NA>PT38S2017-11-14[순두부] 신박한 자폭법연두부게임방송게임다음팟카카오팟트위치유튜브다크소울인왕블러드본어려운 게임캠 방송https://i.ytimg.com/vi/8YQsoXRQkBY/default.jpgkoFalse
16https://www.youtube.com/watch?v=QJHKZ-p7qIM2021-10-01https://www.youtube.com/channel/UC7WMB_czX5jF__5kqT4d9Ww뉴스/정치김보름; 박지우 빙상연맹 징계 청원 답변 04:35 https:www1.president.go.krpetitions142600?navigation=petitions 나경원 평창조직위원 파면 청원 답변 10:27 https:www1.president.go.krpetitions105105?navigation=best-petitions ▶ 공식 홈페이지 http:www.president.go.kr ▶ 공식 페이스북 https:www.facebook.comTheBlueHouseKR ▶ 공식 트위터 https:twitter.comTheBlueHouseKR ▶ 공식 인스타그램 https:www.instagram.comthebluehouse_kr ▶ 공식 네이버블로그 https:blog.naver.comthebluehousekrPT19M20S2018-03-06[청와대Live] 김보름; 박지우 빙상연맹 징계 청원; 나경원 평창조직위원 파면 청원 답변청와대청와대페이스북라이브페이스북라이브고민정고민정부대변인고민정청와대청와대라이브11시50분청와대입니다11시50분청와대문재인대통령김홍수청원https://i.ytimg.com/vi/QJHKZ-p7qIM/default.jpg<NA>False
17https://www.youtube.com/watch?v=8YrCJgLsX7U2021-10-01https://www.youtube.com/channel/UCoZziUENEg30gF_MTK6P7GA노하우/스타일♥Please Read Me!♥ Hey;Loves! It's almost New Years and I wanted to share with you my top favorite beauty products I've enjoyed using this year. Thank you always for watching! ♥Instagram: oiseau88 ♥Disclaimer: Nothing is sponsored in this video. ♥Favorite Products 2013 1. Bath&BodyWorks Aromatherapy Body Lotion;Sleep [Lavender Chamomile] 2. Boscia Balancing Facial Tonic 3. Shiseido Ibuki Softening Concentrate 4. Holika Holika Soda Pore Cleansing BB Deep Cleansing Oil 5. Etude House Collagen Moistfull Essence-In Primer 6. Neutrogena One Step Gently Cleanser; Complete Makeup Removal 7. Mario Badescu Drying Mask 8. Clarisonic Aria 9. MAC Cosmetics Brow Set Gel 10. Maybelline Master Smoky; Scorching Brown 11. Majolica Majorca Lash Expander Edge Meister 12. YSL Liptint; 09 13. Laneige Lipstick; Pink GardenPT7M46S2013-12-30♥2013 Favorite Beauty Products♥oiseau88New Years 2014haul videobeauty haulbeauty favorites2013 beauty favoriteskorean cosmeticskorean makeupMAC cosmeticsMaybellineLaneigelipstickMajolica Majorca Lash Expander Edge MeisterYSLNeutrogenaShiseido IbukiBosciaEtude House에뛰드 하우시Bath&BodyworksHolika Holikabb cleanser2013추천메이크업Saint Laurent Paris (Organization)Cosmetics (Industry)https://i.ytimg.com/vi/8YrCJgLsX7U/default.jpg<NA>False
18https://www.youtube.com/watch?v=QJITA3rnhQ02021-10-01https://www.youtube.com/channel/UC70u2e8gK14R7QfFs7ehNDw엔터테인먼트설명UP10TION Blue Rose @ MBC [Show! MusicCore] 20181208 Watch more video clips of the Hottest K-POP Stars 더 많은 MBC 예능 ↓↓↓ 예능연구소 페이스북 ☞ https:www.facebook.comMBCentertain 예능연구소 트위터 ☞ https:twitter.comMBC_entertain 예능연구소 인스타그램 ☞ https:www.instagram.commbcentertain 예능연구소 포스트 ☞ http:post.naver.commy.nhn?memberNo… 예능연구소 카카오 플러스 친구 ☞ http:pf.kakao.com_uIQxju MBC 예능 보고 또 보고 예능연구소PT3M23S<NA>[예능연구소 직캠] 업텐션 Blue Rose @쇼!음악중심_20181208 Blue Rose UP10TION in 4K쇼음악중심음악중심예능연구소MBC세로캠직캠풀캠예능연구소 풀캠예능연구소 직캠예능연구소 UP10TION업텐션 Blue RoseUP10TION Blue RoseUP10TIONBlue Rose업텐션음중 UP10TION음중 업텐션음중 Blue RoseUP10TION 직캠UP10TION 풀캠Blue Rose 직캠Blue Rose 풀캠쇼음악중심 Blue Rose쇼음악중심 UP10TION블루로즈https://i.ytimg.com/vi/QJITA3rnhQ0/default.jpg<NA>False
19https://www.youtube.com/watch?v=QJLf6Gcokcg2021-10-01https://www.youtube.com/channel/UCSU_9kWIZOQFwDo3AuEq2EQ게임#롤토체스 #TFT #천득 #LOL #롤 업로드 날짜 : 2020. 03. 11. TFT 버전 : 10.5PT14M31S<NA>[행복체스] 챌린저 랭크 6그림자 6지옥불 영상 (올겨울 가장 따뜻한 하루를 보낸 사람의 게임)롤토체스롤체스TFT천득챌린저그랜드마스터롤LOL리그오브레전드트페시즌2패치노트원소럭스강철그림자대지맹독바다검사광전사드루이드소환사신비술사바람빙하빛사막수정아바타연금술사요술사정찰대숲전기지옥불파수꾼포식자업데이트9.22롤토체스패치킨드레드녹턴빛제드제드제드2성신지드3맹독럭스2성2성럭스2성제드10.110.1패치레전드오브룬테라LoR레오룬10.3패치코그모https://i.ytimg.com/vi/QJLf6Gcokcg/default.jpgkoFalse
20https://www.youtube.com/watch?v=8Z9cqtIQjZI2021-10-01https://www.youtube.com/channel/UCj38fEefpih2o1aHH886Z1g인물/블로그∂∇∂ 오늘도 재밌게 보셨나요?! 항상 고맙습니다 ♡ㅁ♡ ☞트위치 생방송: https:www.twitch.tvhejin0_0 ☞메일: booall12@naver.com ☞인트로 음악: Tido kangPT8M16S2021-07-23아 ㅋㅋ 번호 따인 썰 푼다｜7월 4주차 하이라이트헤징이왜진번호사이비양아지https://i.ytimg.com/vi/8Z9cqtIQjZI/default.jpg<NA>False
21https://www.youtube.com/watch?v=8Z6JGuCYF1g2021-10-01https://www.youtube.com/channel/UCZFcNlpKXzs2b5ROtjLnB9A엔터테인먼트공식홈페이지 : http:www.ebs.co.kr EBS; EBSe 생활영어; EBSe Everyday English; 2011-03-18; Unit 150 통행료 고속도로 통행료 설명 영어회화를 새롭게 배우고자 하는 분들! 문법 때문에 영어회화를 못한다고 생각하는 분들! 한국적 상황에 맞는 세련된 영어회화를 구사하고 싶은 분들! EBSe 생활영어는 성인을 대상으로 하는 전문적인 영어회화 프로그램으로 실생활에서 많이 사용될 수 밖에 없는 다양한 영어적 표현을 기초적인 단어들의 조합을 통해 American 스타일의 세련된 영어회화 문장으로 가다듬어 갈 수 있도록 도와주는 영어회화 전문 프로그램입니다.PT7M18S<NA>EBSe 생활영어 - EBSe Everyday English_Unit 150 통행료_#002Unit150통행료https://i.ytimg.com/vi/8Z6JGuCYF1g/default.jpg<NA>False
22https://www.youtube.com/watch?v=QJRg5zXRDSA2021-10-01https://www.youtube.com/channel/UCexUyFaq9YH7XJfCQzVR_jg교육□진로탐사대 드림주니어 ○꿈꾸는 자만이 꿈을 이룰 수 있다! 전국 대학의 다양한 학과를 찾아가 특급 수업을 마스터하고 최종미션을 완수하라! 목표와 뜻을 세울 수 있는 진로교육이 필요한 지금 '드림주니어'가 여러분의 꿈과 함께합니다. ○방영 : 2018. 5. 18. 오후 3시 30분~(MBC) ○회차 : 85회 ○제목 : 우리 식탁에 꼭 빠지지 않는 축산물!PT25M43S2018-06-21[교육부] 시즌5 진로탐사대 드림주니어 85회 '축산학과' 수업교육부진로탐사대드림주니어시즌585회축산학과https://i.ytimg.com/vi/QJRg5zXRDSA/default.jpg<NA>False
23https://www.youtube.com/watch?v=8ZGONSDo2c42021-10-01https://www.youtube.com/channel/UCc7eenRzcuNtJ2v4Ej9Ihfw인물/블로그<NA>PT28S2021-07-15명품중독 #shorts<NA>https://i.ytimg.com/vi/8ZGONSDo2c4/default.jpgen-USFalse
24https://www.youtube.com/watch?v=QJXC2zqPLTg2021-10-01https://www.youtube.com/channel/UCNzn4cWu4ygeWTxXfP4ufug엔터테인먼트#스터디윗미 #공부로그 #공방 마이린과 함께 실시간으로 공부해요 오늘도 공부 함께 해주시고; 응원해주신 모든 분들 진심으로 감사드려요PT2H15M20S<NA>[LIVE] 마이린과 함께 지금 공부해요 [Study With Me 2시간]마이린마이린TV스터디윗미스터디 브이로그스터디 위드 미마이린 스터디윗미함께 공부해요함께 공부해요 실시간마이린 일상마이린 브이로그study with me스터디위드미중학생중학생 공부중학생 공부자극 브이로그중학생 공부 시간중학생 공부 실시간공방gongbang열공혼공혼공 브이로그https://i.ytimg.com/vi/QJXC2zqPLTg/default.jpgkoFalse