Overview

Dataset statistics

Number of variables12
Number of observations27
Missing cells15
Missing cells (%)4.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory95.9 B

Variable types

Text6
DateTime2
Categorical2
Numeric1
Boolean1

Dataset

Description샘플 데이터
Author한양대
URLhttps://bigdata-region.kr/#/dataset/f4954441-e70e-40bc-b3c2-2fca09f6bfdd

Alerts

수집일자 has constant value ""Constant
구독자수 is highly overall correlated with 채널범주명High correlation
채널범주명 is highly overall correlated with 구독자수High correlation
구독자수비공개여부 is highly imbalanced (77.1%)Imbalance
채널설명 has 6 (22.2%) missing valuesMissing
채널키워드명 has 5 (18.5%) missing valuesMissing
비구독자노출영상ID has 4 (14.8%) missing valuesMissing
채널경로명 has unique valuesUnique
채널생성일자 has unique valuesUnique
채널아이콘명 has unique valuesUnique
채널명 has unique valuesUnique
구독자수 has unique valuesUnique
구독자수 has 1 (3.7%) zerosZeros

Reproduction

Analysis started2023-12-10 13:49:54.342259
Analysis finished2023-12-10 13:49:56.325826
Duration1.98 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

채널경로명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-10T22:49:56.744795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length56
Mean length56
Min length56

Characters and Unicode

Total characters1512
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

Unique27 ?
Unique (%)100.0%

Sample

1st rowhttps://www.youtube.com/channel/UC-AuHoBXFe2e6YQ3fcA2zFA
2nd rowhttps://www.youtube.com/channel/UC-Q_bOOxsn7hCd5BtxmSSpw
3rd rowhttps://www.youtube.com/channel/UC-i2ywiuvjvpTy2zW-tXfkw
4th rowhttps://www.youtube.com/channel/UC-ywC1MrAfgpDe3_vytnBqw
5th rowhttps://www.youtube.com/channel/UC0GwvItpxYnzg9pi6uirg-g
ValueCountFrequency (%)
https://www.youtube.com/channel/uc-auhobxfe2e6yq3fca2zfa 1
 
3.7%
https://www.youtube.com/channel/uc475tcgr71ctgu8tsktyxaa 1
 
3.7%
https://www.youtube.com/channel/uc7hzketot9tjd9eiax1tmga 1
 
3.7%
https://www.youtube.com/channel/uc76ih47yahsq6ar7elu4h_a 1
 
3.7%
https://www.youtube.com/channel/uc6xwzn2sukpqaqkidoimehg 1
 
3.7%
https://www.youtube.com/channel/uc6wiuwl7dphzoam92lggkpg 1
 
3.7%
https://www.youtube.com/channel/uc6v2fmsk5y0fsvhsvlcygjg 1
 
3.7%
https://www.youtube.com/channel/uc6kcpwhj-ue6kl0lt2nczkq 1
 
3.7%
https://www.youtube.com/channel/uc68n3-ndtv8qycujhdxk6nq 1
 
3.7%
https://www.youtube.com/channel/uc5ifov2x0vx9gbgbbprkujw 1
 
3.7%
Other values (17) 17
63.0%
2023-12-10T22:49:57.371875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 108
 
7.1%
w 100
 
6.6%
t 93
 
6.2%
c 66
 
4.4%
n 64
 
4.2%
e 64
 
4.2%
h 63
 
4.2%
u 62
 
4.1%
o 59
 
3.9%
. 54
 
3.6%
Other values (57) 779
51.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 934
61.8%
Uppercase Letter 259
 
17.1%
Other Punctuation 189
 
12.5%
Decimal Number 108
 
7.1%
Dash Punctuation 13
 
0.9%
Connector Punctuation 9
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 100
 
10.7%
t 93
 
10.0%
c 66
 
7.1%
n 64
 
6.9%
e 64
 
6.9%
h 63
 
6.7%
u 62
 
6.6%
o 59
 
6.3%
b 40
 
4.3%
l 38
 
4.1%
Other values (16) 285
30.5%
Uppercase Letter
ValueCountFrequency (%)
C 37
14.3%
U 34
 
13.1%
A 20
 
7.7%
Q 12
 
4.6%
H 12
 
4.6%
O 12
 
4.6%
T 11
 
4.2%
G 11
 
4.2%
Y 10
 
3.9%
I 9
 
3.5%
Other values (16) 91
35.1%
Decimal Number
ValueCountFrequency (%)
6 16
14.8%
2 15
13.9%
7 12
11.1%
4 12
11.1%
1 11
10.2%
3 10
9.3%
0 10
9.3%
9 8
7.4%
5 7
6.5%
8 7
6.5%
Other Punctuation
ValueCountFrequency (%)
/ 108
57.1%
. 54
28.6%
: 27
 
14.3%
Dash Punctuation
ValueCountFrequency (%)
- 13
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1193
78.9%
Common 319
 
21.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 100
 
8.4%
t 93
 
7.8%
c 66
 
5.5%
n 64
 
5.4%
e 64
 
5.4%
h 63
 
5.3%
u 62
 
5.2%
o 59
 
4.9%
b 40
 
3.4%
l 38
 
3.2%
Other values (42) 544
45.6%
Common
ValueCountFrequency (%)
/ 108
33.9%
. 54
16.9%
: 27
 
8.5%
6 16
 
5.0%
2 15
 
4.7%
- 13
 
4.1%
7 12
 
3.8%
4 12
 
3.8%
1 11
 
3.4%
3 10
 
3.1%
Other values (5) 41
 
12.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1512
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 108
 
7.1%
w 100
 
6.6%
t 93
 
6.2%
c 66
 
4.4%
n 64
 
4.2%
e 64
 
4.2%
h 63
 
4.2%
u 62
 
4.1%
o 59
 
3.9%
. 54
 
3.6%
Other values (57) 779
51.5%

수집일자
Date

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2020-08-31 00:00:00
Maximum2020-08-31 00:00:00
2023-12-10T22:49:57.583916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:49:58.104407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

채널생성일자
Date

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2009-11-14 00:00:00
Maximum2019-11-02 00:00:00
2023-12-10T22:49:58.298018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:49:58.576366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)

채널아이콘명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-10T22:49:59.207513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length100
Median length99
Mean length98.407407
Min length96

Characters and Unicode

Total characters2657
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

Unique27 ?
Unique (%)100.0%

Sample

1st rowhttps://yt3.ggpht.com/a/AATXAJyyk0WvCnzuTqLpAt1njZE-mgSta1IfP3vRm3U=s88-c-k-c0xffffffff-no-rj-mo
2nd rowhttps://yt3.ggpht.com/a/AATXAJxsDZj_KO0kqHDaNRfCqYASd8ASrpmi1UqlOTlRDkw=s88-c-k-c0xffffffff-no-rj-mo
3rd rowhttps://yt3.ggpht.com/a/AATXAJxCnD78mbcc1l0TLh2PAySzrzitLFsb-x5Ytb0u=s88-c-k-c0xffffffff-no-rj-mo
4th rowhttps://yt3.ggpht.com/a/AATXAJxcE-2flE0L1HOkiXBdGtPWa6hmWO4RxgtOoGptMw=s88-c-k-c0xffffffff-no-rj-mo
5th rowhttps://yt3.ggpht.com/a/AATXAJztEE6Ep79JoBmmIzqLiOJWvCluP5CeMH1Retirgg=s88-c-k-c0xffffffff-no-rj-mo
ValueCountFrequency (%)
https://yt3.ggpht.com/a/aatxajyyk0wvcnzutqlpat1njze-mgsta1ifp3vrm3u=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajzxpfnv3wgiyxzdx0phwrs-s6gcfxc1314_ig6aww=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajxkhgoexqrvxt53na-ox5jxsdvqqwqekvhikl2s=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajxcvb4xbch3tyu_m6jwbthvotjkuxj1dduaqn5-=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajwbcppvhvz_krn3islovda4vguewd3mtdyrfouauw=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajzjrnvvbcfc-xtbggnfn9shnprpyopdotjfngrs=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajyari-0alz6bkszgzhrpdq0knw0c3kqjlm5yfdd=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajwi8bgcmm-epfcx4_oqkmgsn-7ur6lodd78bilxog=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajyurdkrzjowcss0dh25_qa6n-b0mu9-lax1bmg3ia=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
https://yt3.ggpht.com/a/aatxajzxwdsvdqbkqhm-bra-rhelgtbfwtd-waytevsdza=s88-c-k-c0xffffffff-no-rj-mo 1
 
3.7%
Other values (17) 17
63.0%
2023-12-10T22:49:59.995817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
f 228
 
8.6%
- 184
 
6.9%
t 129
 
4.9%
/ 108
 
4.1%
c 101
 
3.8%
A 96
 
3.6%
o 95
 
3.6%
g 77
 
2.9%
m 76
 
2.9%
h 75
 
2.8%
Other values (58) 1488
56.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1428
53.7%
Uppercase Letter 569
 
21.4%
Decimal Number 252
 
9.5%
Other Punctuation 189
 
7.1%
Dash Punctuation 184
 
6.9%
Math Symbol 27
 
1.0%
Connector Punctuation 8
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
f 228
16.0%
t 129
 
9.0%
c 101
 
7.1%
o 95
 
6.7%
g 77
 
5.4%
m 76
 
5.3%
h 75
 
5.3%
s 73
 
5.1%
p 72
 
5.0%
x 54
 
3.8%
Other values (16) 448
31.4%
Uppercase Letter
ValueCountFrequency (%)
A 96
16.9%
X 46
 
8.1%
T 42
 
7.4%
J 36
 
6.3%
R 21
 
3.7%
D 21
 
3.7%
W 21
 
3.7%
E 19
 
3.3%
S 19
 
3.3%
K 18
 
3.2%
Other values (16) 230
40.4%
Decimal Number
ValueCountFrequency (%)
8 64
25.4%
0 48
19.0%
3 42
16.7%
1 18
 
7.1%
6 16
 
6.3%
7 15
 
6.0%
4 13
 
5.2%
2 12
 
4.8%
5 12
 
4.8%
9 12
 
4.8%
Other Punctuation
ValueCountFrequency (%)
/ 108
57.1%
. 54
28.6%
: 27
 
14.3%
Dash Punctuation
ValueCountFrequency (%)
- 184
100.0%
Math Symbol
ValueCountFrequency (%)
= 27
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1997
75.2%
Common 660
 
24.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
f 228
 
11.4%
t 129
 
6.5%
c 101
 
5.1%
A 96
 
4.8%
o 95
 
4.8%
g 77
 
3.9%
m 76
 
3.8%
h 75
 
3.8%
s 73
 
3.7%
p 72
 
3.6%
Other values (42) 975
48.8%
Common
ValueCountFrequency (%)
- 184
27.9%
/ 108
16.4%
8 64
 
9.7%
. 54
 
8.2%
0 48
 
7.3%
3 42
 
6.4%
= 27
 
4.1%
: 27
 
4.1%
1 18
 
2.7%
6 16
 
2.4%
Other values (6) 72
 
10.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2657
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
f 228
 
8.6%
- 184
 
6.9%
t 129
 
4.9%
/ 108
 
4.1%
c 101
 
3.8%
A 96
 
3.6%
o 95
 
3.6%
g 77
 
2.9%
m 76
 
2.9%
h 75
 
2.8%
Other values (58) 1488
56.0%

채널설명
Text

MISSING 

Distinct21
Distinct (%)100.0%
Missing6
Missing (%)22.2%
Memory size348.0 B
2023-12-10T22:50:00.479312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length426
Median length95
Mean length142.33333
Min length27

Characters and Unicode

Total characters2989
Distinct characters368
Distinct categories15 ?
Distinct scripts3 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)100.0%

Sample

1st row문화역서울 284는 구서울역사를 복원하여 전시;공연; 강연 등 다양한 문화행사가 열리는 복합문화예술공간입니다.
2nd rowHello everyone! My name is Sungbong Choi ! Korea's Got Talent Sensation Youtube Official Site
3rd rowddeonggae@sandboxnetwork.net
4th row여행유튜버 '브로디'여라~ insta@brodyworld_
5th row13년 개그친구 영미&유미가 맘 내키는대로 노는 곳! 놀러오세요~~~~
ValueCountFrequency (%)
13
 
2.5%
있습니다 8
 
1.5%
to 5
 
0.9%
유튜브 5
 
0.9%
and 5
 
0.9%
channel 4
 
0.8%
등 4
 
0.8%
i 4
 
0.8%
my 4
 
0.8%
for 4
 
0.8%
Other values (403) 472
89.4%
2023-12-10T22:50:01.332203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
574
 
19.2%
o 92
 
3.1%
e 90
 
3.0%
a 79
 
2.6%
n 71
 
2.4%
t 71
 
2.4%
i 63
 
2.1%
s 62
 
2.1%
. 56
 
1.9%
r 54
 
1.8%
Other values (358) 1777
59.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1129
37.8%
Lowercase Letter 926
31.0%
Space Separator 574
19.2%
Other Punctuation 153
 
5.1%
Uppercase Letter 114
 
3.8%
Decimal Number 47
 
1.6%
Math Symbol 10
 
0.3%
Modifier Symbol 8
 
0.3%
Dash Punctuation 7
 
0.2%
Close Punctuation 6
 
0.2%
Other values (5) 15
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
다 36
 
3.2%
니 35
 
3.1%
이 24
 
2.1%
세 22
 
1.9%
의 20
 
1.8%
고 20
 
1.8%
하 19
 
1.7%
는 19
 
1.7%
기 18
 
1.6%
탁 17
 
1.5%
Other values (279) 899
79.6%
Lowercase Letter
ValueCountFrequency (%)
o 92
 
9.9%
e 90
 
9.7%
a 79
 
8.5%
n 71
 
7.7%
t 71
 
7.7%
i 63
 
6.8%
s 62
 
6.7%
r 54
 
5.8%
m 42
 
4.5%
h 33
 
3.6%
Other values (14) 269
29.0%
Uppercase Letter
ValueCountFrequency (%)
T 10
 
8.8%
E 10
 
8.8%
M 10
 
8.8%
I 9
 
7.9%
V 8
 
7.0%
O 7
 
6.1%
C 6
 
5.3%
G 6
 
5.3%
S 6
 
5.3%
D 5
 
4.4%
Other values (13) 37
32.5%
Other Punctuation
ValueCountFrequency (%)
. 56
36.6%
' 22
 
14.4%
# 16
 
10.5%
! 15
 
9.8%
; 15
 
9.8%
: 14
 
9.2%
@ 8
 
5.2%
· 3
 
2.0%
* 2
 
1.3%
& 2
 
1.3%
Decimal Number
ValueCountFrequency (%)
4 7
14.9%
0 6
12.8%
1 6
12.8%
3 6
12.8%
9 5
10.6%
7 4
8.5%
6 4
8.5%
8 4
8.5%
5 3
6.4%
2 2
 
4.3%
Other Symbol
ValueCountFrequency (%)
♡ 2
50.0%
♥ 1
25.0%
♪ 1
25.0%
Space Separator
ValueCountFrequency (%)
574
100.0%
Math Symbol
ValueCountFrequency (%)
~ 10
100.0%
Modifier Symbol
ValueCountFrequency (%)
^ 8
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Close Punctuation
ValueCountFrequency (%)
] 6
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 6
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1129
37.8%
Latin 1040
34.8%
Common 820
27.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
다 36
 
3.2%
니 35
 
3.1%
이 24
 
2.1%
세 22
 
1.9%
의 20
 
1.8%
고 20
 
1.8%
하 19
 
1.7%
는 19
 
1.7%
기 18
 
1.6%
탁 17
 
1.5%
Other values (279) 899
79.6%
Latin
ValueCountFrequency (%)
o 92
 
8.8%
e 90
 
8.7%
a 79
 
7.6%
n 71
 
6.8%
t 71
 
6.8%
i 63
 
6.1%
s 62
 
6.0%
r 54
 
5.2%
m 42
 
4.0%
h 33
 
3.2%
Other values (37) 383
36.8%
Common
ValueCountFrequency (%)
574
70.0%
. 56
 
6.8%
' 22
 
2.7%
# 16
 
2.0%
! 15
 
1.8%
; 15
 
1.8%
: 14
 
1.7%
~ 10
 
1.2%
^ 8
 
1.0%
@ 8
 
1.0%
Other values (22) 82
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1849
61.9%
Hangul 1129
37.8%
Misc Symbols 4
 
0.1%
Punctuation 4
 
0.1%
None 3
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
574
31.0%
o 92
 
5.0%
e 90
 
4.9%
a 79
 
4.3%
n 71
 
3.8%
t 71
 
3.8%
i 63
 
3.4%
s 62
 
3.4%
. 56
 
3.0%
r 54
 
2.9%
Other values (63) 637
34.5%
Hangul
ValueCountFrequency (%)
다 36
 
3.2%
니 35
 
3.1%
이 24
 
2.1%
세 22
 
1.9%
의 20
 
1.8%
고 20
 
1.8%
하 19
 
1.7%
는 19
 
1.7%
기 18
 
1.6%
탁 17
 
1.5%
Other values (279) 899
79.6%
None
ValueCountFrequency (%)
· 3
100.0%
Misc Symbols
ValueCountFrequency (%)
♡ 2
50.0%
♥ 1
25.0%
♪ 1
25.0%
Punctuation
ValueCountFrequency (%)
’ 2
50.0%
‘ 2
50.0%

채널범주명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size348.0 B
MCN
18 
공공기관
8 
TV
 
1

Length

Max length4
Median length3
Mean length3.2592593
Min length2

Unique

Unique1 ?
Unique (%)3.7%

Sample

1st row공공기관
2nd rowMCN
3rd rowMCN
4th rowMCN
5th rowMCN

Common Values

ValueCountFrequency (%)
MCN 18
66.7%
공공기관 8
29.6%
TV 1
 
3.7%

Length

2023-12-10T22:50:01.645723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:02.018070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
mcn 18
66.7%
공공기관 8
29.6%
tv 1
 
3.7%

채널명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-10T22:50:02.387811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length14
Mean length10.777778
Min length3

Characters and Unicode

Total characters291
Distinct characters121
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

Unique27 ?
Unique (%)100.0%

Sample

1st row문화역서울 284 Culture Station Seoul 284
2nd rowSungbong Choi
3rd row떵개떵
4th row브로디월드brody world
5th row안영미 강유미의 미미채널
ValueCountFrequency (%)
284 2
 
3.9%
문화역서울 1
 
2.0%
서선생tv 1
 
2.0%
세탁설 1
 
2.0%
laundry 1
 
2.0%
ssul 1
 
2.0%
권민제 1
 
2.0%
minje 1
 
2.0%
kwon 1
 
2.0%
je 1
 
2.0%
Other values (40) 40
78.4%
2023-12-10T22:50:03.229377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
24
 
8.2%
n 9
 
3.1%
o 9
 
3.1%
S 9
 
3.1%
e 8
 
2.7%
V 7
 
2.4%
u 7
 
2.4%
a 7
 
2.4%
T 7
 
2.4%
i 6
 
2.1%
Other values (111) 198
68.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 104
35.7%
Lowercase Letter 81
27.8%
Uppercase Letter 69
23.7%
Space Separator 24
 
8.2%
Decimal Number 6
 
2.1%
Other Punctuation 3
 
1.0%
Close Punctuation 2
 
0.7%
Open Punctuation 2
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
미 5
 
4.8%
지 3
 
2.9%
제 3
 
2.9%
강 3
 
2.9%
디 3
 
2.9%
인 3
 
2.9%
서 3
 
2.9%
김 2
 
1.9%
체 2
 
1.9%
티 2
 
1.9%
Other values (63) 75
72.1%
Uppercase Letter
ValueCountFrequency (%)
S 9
13.0%
V 7
 
10.1%
T 7
 
10.1%
J 5
 
7.2%
E 5
 
7.2%
N 4
 
5.8%
O 4
 
5.8%
I 4
 
5.8%
C 3
 
4.3%
M 3
 
4.3%
Other values (11) 18
26.1%
Lowercase Letter
ValueCountFrequency (%)
n 9
11.1%
o 9
11.1%
e 8
9.9%
u 7
8.6%
a 7
8.6%
i 6
 
7.4%
r 6
 
7.4%
l 5
 
6.2%
y 5
 
6.2%
d 4
 
4.9%
Other values (7) 15
18.5%
Decimal Number
ValueCountFrequency (%)
2 2
33.3%
8 2
33.3%
4 2
33.3%
Other Punctuation
ValueCountFrequency (%)
· 2
66.7%
: 1
33.3%
Close Punctuation
ValueCountFrequency (%)
) 1
50.0%
] 1
50.0%
Open Punctuation
ValueCountFrequency (%)
( 1
50.0%
[ 1
50.0%
Space Separator
ValueCountFrequency (%)
24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 150
51.5%
Hangul 104
35.7%
Common 37
 
12.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
미 5
 
4.8%
지 3
 
2.9%
제 3
 
2.9%
강 3
 
2.9%
디 3
 
2.9%
인 3
 
2.9%
서 3
 
2.9%
김 2
 
1.9%
체 2
 
1.9%
티 2
 
1.9%
Other values (63) 75
72.1%
Latin
ValueCountFrequency (%)
n 9
 
6.0%
o 9
 
6.0%
S 9
 
6.0%
e 8
 
5.3%
V 7
 
4.7%
u 7
 
4.7%
a 7
 
4.7%
T 7
 
4.7%
i 6
 
4.0%
r 6
 
4.0%
Other values (28) 75
50.0%
Common
ValueCountFrequency (%)
24
64.9%
· 2
 
5.4%
2 2
 
5.4%
8 2
 
5.4%
4 2
 
5.4%
) 1
 
2.7%
( 1
 
2.7%
: 1
 
2.7%
[ 1
 
2.7%
] 1
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 185
63.6%
Hangul 104
35.7%
None 2
 
0.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
24
 
13.0%
n 9
 
4.9%
o 9
 
4.9%
S 9
 
4.9%
e 8
 
4.3%
V 7
 
3.8%
u 7
 
3.8%
a 7
 
3.8%
T 7
 
3.8%
i 6
 
3.2%
Other values (37) 92
49.7%
Hangul
ValueCountFrequency (%)
미 5
 
4.8%
지 3
 
2.9%
제 3
 
2.9%
강 3
 
2.9%
디 3
 
2.9%
인 3
 
2.9%
서 3
 
2.9%
김 2
 
1.9%
체 2
 
1.9%
티 2
 
1.9%
Other values (63) 75
72.1%
None
ValueCountFrequency (%)
· 2
100.0%

구독자수
Real number (ℝ)

HIGH CORRELATION  UNIQUE  ZEROS 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean368404.74
Minimum0
Maximum4050000
Zeros1
Zeros (%)3.7%
Negative0
Negative (%)0.0%
Memory size375.0 B
2023-12-10T22:50:03.673804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile425
Q15085
median37700
Q3227500
95-th percentile2175000
Maximum4050000
Range4050000
Interquartile range (IQR)222415

Descriptive statistics

Standard deviation909041.41
Coefficient of variation (CV)2.4675074
Kurtosis11.496766
Mean368404.74
Median Absolute Deviation (MAD)37086
Skewness3.3665909
Sum9946928
Variance8.2635628 × 1011
MonotonicityNot monotonic
2023-12-10T22:50:04.089758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
0 1
 
3.7%
19200 1
 
3.7%
614 1
 
3.7%
10200 1
 
3.7%
344 1
 
3.7%
291000 1
 
3.7%
1160000 1
 
3.7%
1230 1
 
3.7%
6260 1
 
3.7%
4500 1
 
3.7%
Other values (17) 17
63.0%
ValueCountFrequency (%)
0 1
3.7%
344 1
3.7%
614 1
3.7%
1230 1
3.7%
1400 1
3.7%
3200 1
3.7%
4500 1
3.7%
5670 1
3.7%
6260 1
3.7%
9910 1
3.7%
ValueCountFrequency (%)
4050000 1
3.7%
2610000 1
3.7%
1160000 1
3.7%
446000 1
3.7%
407000 1
3.7%
291000 1
3.7%
233000 1
3.7%
222000 1
3.7%
115000 1
3.7%
86200 1
3.7%

구독자수비공개여부
Boolean

IMBALANCE 

Distinct2
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Memory size186.0 B
False
26 
True
 
1
ValueCountFrequency (%)
False 26
96.3%
True 1
 
3.7%
2023-12-10T22:50:04.432728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

채널국가명
Categorical

Distinct3
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size348.0 B
KR
22 
<NA>
4 
ID
 
1

Length

Max length4
Median length2
Mean length2.2962963
Min length2

Unique

Unique1 ?
Unique (%)3.7%

Sample

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

Common Values

ValueCountFrequency (%)
KR 22
81.5%
<NA> 4
 
14.8%
ID 1
 
3.7%

Length

2023-12-10T22:50:04.735798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:04.907354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
kr 22
81.5%
na 4
 
14.8%
id 1
 
3.7%

채널키워드명
Text

MISSING 

Distinct22
Distinct (%)100.0%
Missing5
Missing (%)18.5%
Memory size348.0 B
2023-12-10T22:50:05.392997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length307
Median length39
Mean length59.227273
Min length2

Characters and Unicode

Total characters1303
Distinct characters298
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)100.0%

Sample

1st row문화역서울284 서울역 서울역광장 미술관 복합문화공간 커피사회 최신 전시 전시 순수미술 근현대사 디엠지 DMZ 비무장지대 광주비엔날레 미술관데이트 서울 갈만한 곳 seoul station museum in korea 역사 뉴트로 디자인 전시 디자인 굿즈 복고 건축
2nd row최성봉 Choi Sung-bong Korea's Got Talent 오디션프로그램 준우승
3rd rowcomedy blog
4th rowUDT 먹방 MUKBANG
5th row주예지 k-math 주예지수학 스카이에듀 1타강사 케이매쓰 주예지T 주예지해설
ValueCountFrequency (%)
kbs 4
 
1.7%
myk 3
 
1.3%
mukbang 3
 
1.3%
레전드 3
 
1.3%
전시 3
 
1.3%
k 2
 
0.8%
이웃집 2
 
0.8%
yammy 2
 
0.8%
레전드순삭 2
 
0.8%
in 2
 
0.8%
Other values (197) 210
89.0%
2023-12-10T22:50:06.228449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
214
 
16.4%
e 32
 
2.5%
a 30
 
2.3%
; 27
 
2.1%
n 26
 
2.0%
o 23
 
1.8%
m 21
 
1.6%
r 20
 
1.5%
y 19
 
1.5%
지 17
 
1.3%
Other values (288) 874
67.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 660
50.7%
Lowercase Letter 311
23.9%
Space Separator 214
 
16.4%
Uppercase Letter 82
 
6.3%
Other Punctuation 28
 
2.1%
Decimal Number 6
 
0.5%
Dash Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 17
 
2.6%
이 16
 
2.4%
전 13
 
2.0%
세 13
 
2.0%
탁 11
 
1.7%
사 11
 
1.7%
장 11
 
1.7%
인 10
 
1.5%
리 9
 
1.4%
드 8
 
1.2%
Other values (238) 541
82.0%
Lowercase Letter
ValueCountFrequency (%)
e 32
 
10.3%
a 30
 
9.6%
n 26
 
8.4%
o 23
 
7.4%
m 21
 
6.8%
r 20
 
6.4%
y 19
 
6.1%
i 16
 
5.1%
k 16
 
5.1%
t 15
 
4.8%
Other values (12) 93
29.9%
Uppercase Letter
ValueCountFrequency (%)
K 13
15.9%
M 8
9.8%
T 8
9.8%
S 7
8.5%
Y 6
 
7.3%
V 6
 
7.3%
B 6
 
7.3%
A 4
 
4.9%
N 4
 
4.9%
G 3
 
3.7%
Other values (9) 17
20.7%
Decimal Number
ValueCountFrequency (%)
2 2
33.3%
1 1
16.7%
4 1
16.7%
8 1
16.7%
3 1
16.7%
Other Punctuation
ValueCountFrequency (%)
; 27
96.4%
' 1
 
3.6%
Space Separator
ValueCountFrequency (%)
214
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 660
50.7%
Latin 393
30.2%
Common 250
 
19.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 17
 
2.6%
이 16
 
2.4%
전 13
 
2.0%
세 13
 
2.0%
탁 11
 
1.7%
사 11
 
1.7%
장 11
 
1.7%
인 10
 
1.5%
리 9
 
1.4%
드 8
 
1.2%
Other values (238) 541
82.0%
Latin
ValueCountFrequency (%)
e 32
 
8.1%
a 30
 
7.6%
n 26
 
6.6%
o 23
 
5.9%
m 21
 
5.3%
r 20
 
5.1%
y 19
 
4.8%
i 16
 
4.1%
k 16
 
4.1%
t 15
 
3.8%
Other values (31) 175
44.5%
Common
ValueCountFrequency (%)
214
85.6%
; 27
 
10.8%
- 2
 
0.8%
2 2
 
0.8%
1 1
 
0.4%
' 1
 
0.4%
4 1
 
0.4%
8 1
 
0.4%
3 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 660
50.7%
ASCII 643
49.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
214
33.3%
e 32
 
5.0%
a 30
 
4.7%
; 27
 
4.2%
n 26
 
4.0%
o 23
 
3.6%
m 21
 
3.3%
r 20
 
3.1%
y 19
 
3.0%
i 16
 
2.5%
Other values (40) 215
33.4%
Hangul
ValueCountFrequency (%)
지 17
 
2.6%
이 16
 
2.4%
전 13
 
2.0%
세 13
 
2.0%
탁 11
 
1.7%
사 11
 
1.7%
장 11
 
1.7%
인 10
 
1.5%
리 9
 
1.4%
드 8
 
1.2%
Other values (238) 541
82.0%

비구독자노출영상ID
Text

MISSING 

Distinct23
Distinct (%)100.0%
Missing4
Missing (%)14.8%
Memory size348.0 B
2023-12-10T22:50:06.694362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters253
Distinct characters64
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

Unique23 ?
Unique (%)100.0%

Sample

1st rowJEktkt3ZmzQ
2nd row57vWCBgTiok
3rd rowfJgq51gj4b0
4th rowKKmOUX7iRD0
5th rowekYBb_3wZyA
ValueCountFrequency (%)
jektkt3zmzq 1
 
4.3%
uytr5ufxlam 1
 
4.3%
suvquc6q9tw 1
 
4.3%
9gnvsoz3dcy 1
 
4.3%
4vryisvctj0 1
 
4.3%
1_9mmamwwly 1
 
4.3%
upu8631o_is 1
 
4.3%
kb_s-vcxjky 1
 
4.3%
olrs3_vvlnk 1
 
4.3%
qdui0ne5q28 1
 
4.3%
Other values (13) 13
56.5%
2023-12-10T22:50:07.184260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
k 9
 
3.6%
s 8
 
3.2%
g 8
 
3.2%
R 7
 
2.8%
S 7
 
2.8%
_ 7
 
2.8%
Y 7
 
2.8%
U 7
 
2.8%
M 6
 
2.4%
o 6
 
2.4%
Other values (54) 181
71.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 104
41.1%
Uppercase Letter 102
40.3%
Decimal Number 37
 
14.6%
Connector Punctuation 7
 
2.8%
Dash Punctuation 3
 
1.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
k 9
 
8.7%
s 8
 
7.7%
g 8
 
7.7%
o 6
 
5.8%
v 6
 
5.8%
u 6
 
5.8%
b 6
 
5.8%
t 6
 
5.8%
y 5
 
4.8%
c 5
 
4.8%
Other values (16) 39
37.5%
Uppercase Letter
ValueCountFrequency (%)
R 7
 
6.9%
S 7
 
6.9%
Y 7
 
6.9%
U 7
 
6.9%
M 6
 
5.9%
J 6
 
5.9%
X 5
 
4.9%
V 5
 
4.9%
Q 5
 
4.9%
C 4
 
3.9%
Other values (16) 43
42.2%
Decimal Number
ValueCountFrequency (%)
1 6
16.2%
5 5
13.5%
3 5
13.5%
0 4
10.8%
9 4
10.8%
6 3
8.1%
8 3
8.1%
2 3
8.1%
7 2
 
5.4%
4 2
 
5.4%
Connector Punctuation
ValueCountFrequency (%)
_ 7
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 206
81.4%
Common 47
 
18.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
k 9
 
4.4%
s 8
 
3.9%
g 8
 
3.9%
R 7
 
3.4%
S 7
 
3.4%
Y 7
 
3.4%
U 7
 
3.4%
M 6
 
2.9%
o 6
 
2.9%
v 6
 
2.9%
Other values (42) 135
65.5%
Common
ValueCountFrequency (%)
_ 7
14.9%
1 6
12.8%
5 5
10.6%
3 5
10.6%
0 4
8.5%
9 4
8.5%
- 3
6.4%
6 3
6.4%
8 3
6.4%
2 3
6.4%
Other values (2) 4
8.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 253
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
k 9
 
3.6%
s 8
 
3.2%
g 8
 
3.2%
R 7
 
2.8%
S 7
 
2.8%
_ 7
 
2.8%
Y 7
 
2.8%
U 7
 
2.8%
M 6
 
2.4%
o 6
 
2.4%
Other values (54) 181
71.5%

Interactions

2023-12-10T22:49:55.464877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T22:50:07.351964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
채널경로명채널생성일자채널아이콘명채널설명채널범주명채널명구독자수구독자수비공개여부채널국가명채널키워드명비구독자노출영상ID
채널경로명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널생성일자1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널아이콘명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널설명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널범주명1.0001.0001.0001.0001.0001.0000.6970.0820.0001.0001.000
채널명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
구독자수1.0001.0001.0001.0000.6971.0001.0000.0000.0001.0001.000
구독자수비공개여부1.0001.0001.0001.0000.0821.0000.0001.0000.0001.0001.000
채널국가명1.0001.0001.0001.0000.0001.0000.0000.0001.0001.0001.000
채널키워드명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
비구독자노출영상ID1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
2023-12-10T22:50:07.587074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구독자수비공개여부채널범주명채널국가명
구독자수비공개여부1.0000.1220.000
채널범주명0.1221.0000.000
채널국가명0.0000.0001.000
2023-12-10T22:50:07.735570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구독자수채널범주명구독자수비공개여부채널국가명
구독자수1.0000.6470.0000.000
채널범주명0.6471.0000.1220.000
구독자수비공개여부0.0000.1221.0000.000
채널국가명0.0000.0000.0001.000

Missing values

2023-12-10T22:49:55.703382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T22:49:55.996287image/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.
2023-12-10T22:49:56.216324image/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

채널경로명수집일자채널생성일자채널아이콘명채널설명채널범주명채널명구독자수구독자수비공개여부채널국가명채널키워드명비구독자노출영상ID
0https://www.youtube.com/channel/UC-AuHoBXFe2e6YQ3fcA2zFA2020-08-312012-07-23https://yt3.ggpht.com/a/AATXAJyyk0WvCnzuTqLpAt1njZE-mgSta1IfP3vRm3U=s88-c-k-c0xffffffff-no-rj-mo문화역서울 284는 구서울역사를 복원하여 전시;공연; 강연 등 다양한 문화행사가 열리는 복합문화예술공간입니다.공공기관문화역서울 284 Culture Station Seoul 2840TrueKR문화역서울284 서울역 서울역광장 미술관 복합문화공간 커피사회 최신 전시 전시 순수미술 근현대사 디엠지 DMZ 비무장지대 광주비엔날레 미술관데이트 서울 갈만한 곳 seoul station museum in korea 역사 뉴트로 디자인 전시 디자인 굿즈 복고 건축JEktkt3ZmzQ
1https://www.youtube.com/channel/UC-Q_bOOxsn7hCd5BtxmSSpw2020-08-312012-08-10https://yt3.ggpht.com/a/AATXAJxsDZj_KO0kqHDaNRfCqYASd8ASrpmi1UqlOTlRDkw=s88-c-k-c0xffffffff-no-rj-moHello everyone! My name is Sungbong Choi ! Korea's Got Talent Sensation Youtube Official SiteMCNSungbong Choi19200FalseKR최성봉 Choi Sung-bong Korea's Got Talent 오디션프로그램 준우승57vWCBgTiok
2https://www.youtube.com/channel/UC-i2ywiuvjvpTy2zW-tXfkw2020-08-312015-03-28https://yt3.ggpht.com/a/AATXAJxCnD78mbcc1l0TLh2PAySzrzitLFsb-x5Ytb0u=s88-c-k-c0xffffffff-no-rj-moddeonggae@sandboxnetwork.netMCN떵개떵4050000FalseKR<NA>fJgq51gj4b0
3https://www.youtube.com/channel/UC-ywC1MrAfgpDe3_vytnBqw2020-08-312011-05-31https://yt3.ggpht.com/a/AATXAJxcE-2flE0L1HOkiXBdGtPWa6hmWO4RxgtOoGptMw=s88-c-k-c0xffffffff-no-rj-mo여행유튜버 '브로디'여라~ insta@brodyworld_MCN브로디월드brody world9910FalseKR<NA>KKmOUX7iRD0
4https://www.youtube.com/channel/UC0GwvItpxYnzg9pi6uirg-g2020-08-312016-08-17https://yt3.ggpht.com/a/AATXAJztEE6Ep79JoBmmIzqLiOJWvCluP5CeMH1Retirgg=s88-c-k-c0xffffffff-no-rj-mo13년 개그친구 영미&유미가 맘 내키는대로 노는 곳! 놀러오세요~~~~MCN안영미 강유미의 미미채널115000FalseKRcomedy blogekYBb_3wZyA
5https://www.youtube.com/channel/UC0ZqpSq-OIpOITZ7U16-Xeg2020-08-312015-02-10https://yt3.ggpht.com/a/AATXAJxz7FnKL1vG_hpRcOSKANsdPkT3lhTQ4rKz7GeSsA=s88-c-k-c0xffffffff-no-rj-mo<NA>MCN유디티TV2610000FalseKRUDT 먹방 MUKBANG<NA>
6https://www.youtube.com/channel/UC0bm8kKuMp8chJuxzlLnlnA2020-08-312019-11-02https://yt3.ggpht.com/a/AATXAJwvCQ0AXusYx0h0qocWmUHbupVDZuZdoclM73Vu=s88-c-k-c0xffffffff-no-rj-mo<NA>MCN주예지 JOOYEJI34000FalseKR주예지 k-math 주예지수학 스카이에듀 1타강사 케이매쓰 주예지T 주예지해설Ihk6gYEgQpg
7https://www.youtube.com/channel/UC0kp1x32b-Y4cvP5r3vW_hw2020-08-312015-11-02https://yt3.ggpht.com/a/AATXAJxwqPkpSa-Ht9bmnfhUHGy0R5jj7k814vzRm21w4g=s88-c-k-c0xffffffff-no-rj-mo♪ Make Peaceful Piano MusicMCNSereno80900FalseKRSereno 세레노 뉴에이지 피아노 Piano1Pss5pSb-Rk
8https://www.youtube.com/channel/UC12cVwwjEC1CG4Y8abhr9Xg2020-08-312017-02-21https://yt3.ggpht.com/a/AATXAJxHby0Yz8_GDKrias-FJwYURxL2KwYgLepehZS5og=s88-c-k-c0xffffffff-no-rj-mo<NA>MCNDanSing DOJIN446000False<NA><NA>BZgXForqJGY
9https://www.youtube.com/channel/UC1AlGbEktTiXzBdLx9vkBoQ2020-08-312011-12-02https://yt3.ggpht.com/a/AATXAJxEWkaxAR77Z029gTDdkdQpWBUFaJjBW0lpt-OFtA=s88-c-k-c0xffffffff-no-rj-mo#체크인경기; #GGTOUR 발걸음을 멈춰도 우리의 바람은 늘 이어집니다. 어제의 기억과 내일의 희망이 함께 공존하는 곳; 사랑도 여행도 경기도 경기도는 천년의 역사를 품고 있습니다. UNESCO 세계문화유산인 수원화성; 남한산성; 조선왕릉 등 살아있는 역사 여행지가 경기도에 있습니다. 경기도는 세계평화를 품고 있습니다. 남북분단의 최접점 DMZ 일원은 더 이상 분단의 현장이 아닙니다. 파주 임진각평화누리공원; 김포·파주·연천·고양의 평화누리길 등 ‘평화’와 ‘생태’ 관광지로 변화하고 있습니다. 경기도는 새로운 미래를 품고 있습니다. 고부가가치를 창출하는 국제회의와 이벤트를 개최하는 MICE 명소; 새로운 트렌드를 만드는 한류 드라마와 영화 촬영지 등이 경기도 곳곳에 펼쳐져 있습니다.공공기관체크인경기5670FalseKR경기관광공사 경기도관광 경기도여행 check in gyeonggiVaWsUaR2HJc
채널경로명수집일자채널생성일자채널아이콘명채널설명채널범주명채널명구독자수구독자수비공개여부채널국가명채널키워드명비구독자노출영상ID
17https://www.youtube.com/channel/UC5fN2gdOeABC3LF_-cxb_0A2020-08-312010-05-16https://yt3.ggpht.com/a/AATXAJyi14rpvnv2UPlZD4Y8XIwoFZI4jcYIZZWFy43VWg=s88-c-k-c0xffffffff-no-rj-moI'm Je as Korean gamer who plays favorite games - recently it's Soul Worker Online. Have a good time in my channel I wish.MCNJe Hae Gwon61200False<NA>ElswordQDuI0NE5Q28
18https://www.youtube.com/channel/UC5ifOV2x0vX9GbGBbPrkUjw2020-08-312010-06-18https://yt3.ggpht.com/a/AATXAJzxwDsvdqBkqHm-bra-RHElgtBFwTD-WayTeVsdzA=s88-c-k-c0xffffffff-no-rj-mo강남바둑을 항상 사랑해 주시는 분들 정말 감사합니다. 저녁 8시부터 세계 최고수들의 바둑들을 라이브 하려고 합니다. 여러분들에게 더욱 빠르고 재미난 정보들을 전해 드리도록 노력하겠습니다 ^^ 많은 관심 부탁 드립니다 ^^ 후원계좌 : KEB 하나은행 093-19-40571-0 한문덕 이메일 : MIindsport@naver.comMCN강남바둑TV37700FalseKR바둑oLrs3_vvlNk
19https://www.youtube.com/channel/UC68n3-ndtV8QycUjhdXK6nQ2020-08-312013-01-15https://yt3.ggpht.com/a/AATXAJyurdKRZJOWCss0DH25_qa6n-b0MU9-LaX1Bmg3iA=s88-c-k-c0xffffffff-no-rj-mo아재 베이핑 공유 채널입니다. 재미있게 함께 공유하고 소통해요~~ 취미 시작하면 덕심으로 끝을 봐야죠~ 많은 구독 부탁 드립니다. 충성 !!! 메일 : sos9714@hanmail.net sws9714@gmail.com 인스타 : https:www.instagram.comseosunseng [서선생TV 후원하기] 후원은 리뷰에 있어 정말 큰 힘이 됩니다. https:toon.atdonate636975434016426050MCN서선생TV4500FalseKR서선생 베이핑 베이퍼 vaping vaper 전자담배<NA>
20https://www.youtube.com/channel/UC6KcpwHj-ue6Kl0lt2NczkQ2020-08-312010-06-01https://yt3.ggpht.com/a/AATXAJwi8bgcmm-EpfcX4_oQkMGsN-7ur6Lodd78BIlXOg=s88-c-k-c0xffffffff-no-rj-mo<NA>공공기관한국승강기안전공단6260False<NA><NA>kb_S-VcxjkY
21https://www.youtube.com/channel/UC6V2fmsk5Y0fSvHSVLCYGJg2020-08-312014-02-21https://yt3.ggpht.com/a/AATXAJyaRI-0aLz6bkszGzhrpdQ0KNw0c3kQjlm5YFDd=s88-c-k-c0xffffffff-no-rj-mo영등포소방서 홍보교육팀에서 영등포소식을 전해드립니다. 식상하지 않고 지루하지 않게 알찬 소식으로 찾아뵙겠습니다. 감사합니다.공공기관영등포소방서1230False<NA>영등포소방서 소방서 영등포 사건 행사 소식uPu8631o_Is
22https://www.youtube.com/channel/UC6wiUwl7dPhZOAM92lGgKPg2020-08-312015-10-26https://yt3.ggpht.com/a/AATXAJzJrNvvBcfc-XtBGGNfN9shNPRPyoPdOTJFngrS=s88-c-k-c0xffffffff-no-rj-mo[인간극장] [티비는 사랑을 싣고] [체험 삶의 현장] [이웃집 찰스] 등의 레전드와 최신 프로그램 모음TVKBS HUMAN: 뭉클티비1160000FalseKRmy K kbs KBS my K myk 마이케이 슈퍼맨이돌아왔다 슈돌 벤틀리 윌리엄 나은 건우 MYK myK 유재석 대박이 이동국 정형돈 KBSMYK kbsmyk 크큭티비 크큭 야간매점 점심뭐먹지 냠냠티비 뭐먹지 김영철 동네한바퀴 한국인의밥상 최불암 생생정보통 한입극장 레전드순삭 슈돌 레전드순삭 냠냠 yammy yammytv YAMMY YANNYTV yammyTV KBS휴먼 KBS 휴먼 KBS HUMAN 뭉클티비 인간극장 TV는 사랑을 싣고 체험삶의 현장 이웃집 찰스 인간극장 레전드 TV는 사랑을 싣고 레전드 이웃집 찰스 레전드 체험 삶의 공장1_9MMAMWwLY
23https://www.youtube.com/channel/UC6xWZn2suKPqAQkidOiMeHg2020-08-312015-03-25https://yt3.ggpht.com/a/AATXAJwBcpPVHVZ_krn3iSlOVDa4vGuEwd3MtDYRFOuaUw=s88-c-k-c0xffffffff-no-rj-mo에렌디라의 유튜브 채널입니다. 구독하기는 저에게 큰 힘이 됩니다 :D 생방송 보러가기 ♥ http:twitch.tverenjjingMCN에렌디라291000FalseKR에렌디라 에렌디아 에렌 에렝 에렌찡 erendira erenjjing 목소리 라디오 게임 힐링4vRyisvCtJ0
24https://www.youtube.com/channel/UC76IH47YaHsq6Ar7ElU4H_A2020-08-312015-01-08https://yt3.ggpht.com/a/AATXAJxcvb4xBCH3tyu_M6jWbTHVotJkuXj1DDUAQN5-=s88-c-k-c0xffffffff-no-rj-mo해맑은 상상으로 가득한 밀양을 만나다; 밀양시 공식 유튜브 페이스북 https:www.facebook.commiryangsi 인스타그램 https:www.instagram.commiryangsi 카카오스토리 https:story.kakao.comchmiryang 네이버블로그 https:blog.naver.commiryangsi공공기관밀양시·Miryang City344FalseKR밀양시9GNvSoz3dCY
25https://www.youtube.com/channel/UC7HZKEtot9TJD9eIax1TmgA2020-08-312014-07-05https://yt3.ggpht.com/a/AATXAJxkhGoExQrVxt53na-OX5jxSDVQqwqEKVhIKL2S=s88-c-k-c0xffffffff-no-rj-mo*대듀TV의 모든 영상은 불펌 금지입니다* 크리에이터 #대듀 의 다양한 컨텐츠들이 모여있는 대듀TV 입니다. 감사합니다 #대듀TV #DaedueTVMCN대듀TV (Daedue TV)10200FalseKR대듀 대듀tv 먹방 asmr 리얼사운드 이팅사운드 mukbang mukbang asmrRoSKylt2s1U
26https://www.youtube.com/channel/UC7zbYQjdsLcy4Sh7NasFgyA2020-08-312019-03-13https://yt3.ggpht.com/a/AATXAJwI3eitFvIafnQ0WJPsnVoKnhKCnELgri689wOtpw=s88-c-k-c0xffffffff-no-rj-mo<NA>공공기관중림TV614FalseKR마을유튜브 동네유튜브 동네 중림동 만리동<NA>