Overview

Dataset statistics

Number of variables12
Number of observations25
Missing cells19
Missing cells (%)6.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.4 KiB
Average record size in memory96.3 B

Variable types

Text6
DateTime2
Categorical2
Numeric1
Boolean1

Dataset

Description샘플 데이터
Author한양대
URLhttps://bigdata-region.kr/#/dataset/8ed25934-cd59-4f34-b3e9-eeb74953db93

Alerts

채널수집일자 has constant value ""Constant
채널채널범주명 is highly overall correlated with 구독자수비공개정보 and 1 other fieldsHigh correlation
구독자수비공개정보 is highly overall correlated with 채널채널범주명 and 1 other fieldsHigh correlation
채널국가 is highly overall correlated with 채널구독자수 and 2 other fieldsHigh correlation
채널구독자수 is highly overall correlated with 채널국가High correlation
구독자수비공개정보 is highly imbalanced (75.8%)Imbalance
채널채널설명 has 5 (20.0%) missing valuesMissing
채널채널키워드명 has 7 (28.0%) missing valuesMissing
영상 has 7 (28.0%) missing valuesMissing
채널채널경로명 has unique valuesUnique
채널채널생성일자 has unique valuesUnique
채널아이콘 has unique valuesUnique
채널채널명 has unique valuesUnique
채널구독자수 has unique valuesUnique
채널구독자수 has 1 (4.0%) zerosZeros

Reproduction

Analysis started2023-12-10 14:17:17.261425
Analysis finished2023-12-10 14:17:19.359894
Duration2.1 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

채널채널경로명
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:17:19.672190image/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

Unique25 ?
Unique (%)100.0%

Sample

1st rowhttps://www.youtube.com/channel/UC-Q_bOOxsn7hCd5BtxmSSpw
2nd rowhttps://www.youtube.com/channel/UCpflbt7cdkaDc0Kxt79lgzw
3rd rowhttps://www.youtube.com/channel/UC-SRrNN7Q9bSgDAlBdjakxw
4th rowhttps://www.youtube.com/channel/UCILIJsz2QYc6Z590KMHbA8g
5th rowhttps://www.youtube.com/channel/UC5fN2gdOeABC3LF_-cxb_0A
ValueCountFrequency (%)
https://www.youtube.com/channel/uc-q_booxsn7hcd5btxmsspw 1
 
4.0%
https://www.youtube.com/channel/ucibchgzjisud8a0_gfau40q 1
 
4.0%
https://www.youtube.com/channel/ucozlrin3vdqjvzyj0d6fypg 1
 
4.0%
https://www.youtube.com/channel/ucenzcfvtyciivcvpqoyyuwa 1
 
4.0%
https://www.youtube.com/channel/ucwayd6gghazvpuugwreym-q 1
 
4.0%
https://www.youtube.com/channel/ucrb-jx7lju0imcgitdxqbbw 1
 
4.0%
https://www.youtube.com/channel/ucujz-pxnmdwqr6tnm4htenw 1
 
4.0%
https://www.youtube.com/channel/uccxezkv4-v2tlh_j49i_icw 1
 
4.0%
https://www.youtube.com/channel/uc8bn8erz-hiba808w5qrv0a 1
 
4.0%
https://www.youtube.com/channel/ucwnpfthawpxwcf8cwssgcdg 1
 
4.0%
Other values (15) 15
60.0%
2023-12-10T23:17:20.300201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 100
 
7.1%
w 94
 
6.7%
t 80
 
5.7%
c 61
 
4.4%
h 58
 
4.1%
o 57
 
4.1%
n 56
 
4.0%
u 56
 
4.0%
e 55
 
3.9%
. 50
 
3.6%
Other values (57) 733
52.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 859
61.4%
Uppercase Letter 260
 
18.6%
Other Punctuation 175
 
12.5%
Decimal Number 88
 
6.3%
Dash Punctuation 10
 
0.7%
Connector Punctuation 8
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 94
 
10.9%
t 80
 
9.3%
c 61
 
7.1%
h 58
 
6.8%
o 57
 
6.6%
n 56
 
6.5%
u 56
 
6.5%
e 55
 
6.4%
l 37
 
4.3%
b 37
 
4.3%
Other values (16) 268
31.2%
Uppercase Letter
ValueCountFrequency (%)
C 33
 
12.7%
U 31
 
11.9%
Q 15
 
5.8%
T 12
 
4.6%
A 12
 
4.6%
N 11
 
4.2%
B 10
 
3.8%
Z 10
 
3.8%
I 10
 
3.8%
P 10
 
3.8%
Other values (16) 106
40.8%
Decimal Number
ValueCountFrequency (%)
8 12
13.6%
3 11
12.5%
0 11
12.5%
7 10
11.4%
5 9
10.2%
9 8
9.1%
2 8
9.1%
4 7
8.0%
6 7
8.0%
1 5
5.7%
Other Punctuation
ValueCountFrequency (%)
/ 100
57.1%
. 50
28.6%
: 25
 
14.3%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1119
79.9%
Common 281
 
20.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 94
 
8.4%
t 80
 
7.1%
c 61
 
5.5%
h 58
 
5.2%
o 57
 
5.1%
n 56
 
5.0%
u 56
 
5.0%
e 55
 
4.9%
l 37
 
3.3%
b 37
 
3.3%
Other values (42) 528
47.2%
Common
ValueCountFrequency (%)
/ 100
35.6%
. 50
17.8%
: 25
 
8.9%
8 12
 
4.3%
3 11
 
3.9%
0 11
 
3.9%
- 10
 
3.6%
7 10
 
3.6%
5 9
 
3.2%
9 8
 
2.8%
Other values (5) 35
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1400
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 100
 
7.1%
w 94
 
6.7%
t 80
 
5.7%
c 61
 
4.4%
h 58
 
4.1%
o 57
 
4.1%
n 56
 
4.0%
u 56
 
4.0%
e 55
 
3.9%
. 50
 
3.6%
Other values (57) 733
52.4%

채널수집일자
Date

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
Minimum2020-12-10 00:00:00
Maximum2020-12-10 00:00:00
2023-12-10T23:17:20.512201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:17:20.691418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

채널채널생성일자
Date

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
Minimum2010-01-12 00:00:00
Maximum2019-01-17 00:00:00
2023-12-10T23:17:20.853184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:17:21.079414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

채널아이콘
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:17:21.583459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length102
Median length98
Mean length97.52
Min length94

Characters and Unicode

Total characters2438
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

Unique25 ?
Unique (%)100.0%

Sample

1st rowhttps://yt3.ggpht.com/ytc/AAUvwnhcJw1v9FlfZPQBnPivcXA3kqgVouHVWKPyYE5W5n0=s88-c-k-c0x00ffffff-no-rj-mo
2nd rowhttps://yt3.ggpht.com/ytc/AAUvwnjAzhWj5mE-vsoVFmFCcATlqNAzDZAHc47AzJGhow=s88-c-k-c0x00ffffff-no-rj
3rd rowhttps://yt3.ggpht.com/ytc/AAUvwnjOplGemsmomJGKsAq_tSIFG5kJtfr90cdz7g=s88-c-k-c0x00ffffff-no-rj
4th rowhttps://yt3.ggpht.com/ytc/AAUvwnh5u4hB9Qm8W461Muji0Ror8EsiF9zhpWVPcg=s88-c-k-c0x00ffffff-no-rj
5th rowhttps://yt3.ggpht.com/ytc/AAUvwngagFszucWdJD0oyt6XJWXri2pxIOUbw39e1klFew=s88-c-k-c0x00ffffff-no-rj
ValueCountFrequency (%)
https://yt3.ggpht.com/ytc/aauvwnhcjw1v9flfzpqbnpivcxa3kqgvouhvwkpyye5w5n0=s88-c-k-c0x00ffffff-no-rj-mo 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwnhc5fhzsmoqwd7wkors1bijl7gxmks5jb3zld3c=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwniirrnutxuvq2attf4dtoalnlbr8kxnexwpyw93wq=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwnimrpxg4dnvzubwmff5f55qzuamm-wfgi8uqy18oa=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwnionv26hsjcexy1izxetde46rzhg73ja8qkc1dlug=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwnhcb9amq7dktrmowz-krp_gq0fsmwwk8jib9spv=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwnjeouki0ffytcblgepnozwrhr3chywtocpwfjsdpq=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwng7frgxcmtavog6xbz9-kv1sf9k6iaoaukzalp8eq=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwnjzq6uxct1yaka1zcnboxlzex0krc-1bxehzeo9ra=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
https://yt3.ggpht.com/ytc/aauvwnhkupwmjc-gkwsnbo98znb6ometqifsvsw8afyf=s88-c-k-c0x00ffffff-no-rj 1
 
4.0%
Other values (15) 15
60.0%
2023-12-10T23:17:22.222595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
f 160
 
6.6%
- 142
 
5.8%
t 140
 
5.7%
c 121
 
5.0%
/ 100
 
4.1%
0 91
 
3.7%
A 73
 
3.0%
h 72
 
3.0%
s 69
 
2.8%
g 68
 
2.8%
Other values (58) 1402
57.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1316
54.0%
Uppercase Letter 460
 
18.9%
Decimal Number 312
 
12.8%
Other Punctuation 175
 
7.2%
Dash Punctuation 142
 
5.8%
Math Symbol 25
 
1.0%
Connector Punctuation 8
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
f 160
 
12.2%
t 140
 
10.6%
c 121
 
9.2%
h 72
 
5.5%
s 69
 
5.2%
g 68
 
5.2%
p 68
 
5.2%
y 64
 
4.9%
o 64
 
4.9%
n 62
 
4.7%
Other values (16) 428
32.5%
Uppercase Letter
ValueCountFrequency (%)
A 73
 
15.9%
U 32
 
7.0%
O 22
 
4.8%
F 21
 
4.6%
B 20
 
4.3%
V 20
 
4.3%
K 19
 
4.1%
J 19
 
4.1%
W 19
 
4.1%
Q 18
 
3.9%
Other values (16) 197
42.8%
Decimal Number
ValueCountFrequency (%)
0 91
29.2%
8 67
21.5%
3 39
12.5%
9 19
 
6.1%
5 19
 
6.1%
7 18
 
5.8%
1 18
 
5.8%
4 16
 
5.1%
6 14
 
4.5%
2 11
 
3.5%
Other Punctuation
ValueCountFrequency (%)
/ 100
57.1%
. 50
28.6%
: 25
 
14.3%
Dash Punctuation
ValueCountFrequency (%)
- 142
100.0%
Math Symbol
ValueCountFrequency (%)
= 25
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1776
72.8%
Common 662
 
27.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
f 160
 
9.0%
t 140
 
7.9%
c 121
 
6.8%
A 73
 
4.1%
h 72
 
4.1%
s 69
 
3.9%
g 68
 
3.8%
p 68
 
3.8%
y 64
 
3.6%
o 64
 
3.6%
Other values (42) 877
49.4%
Common
ValueCountFrequency (%)
- 142
21.5%
/ 100
15.1%
0 91
13.7%
8 67
10.1%
. 50
 
7.6%
3 39
 
5.9%
: 25
 
3.8%
= 25
 
3.8%
9 19
 
2.9%
5 19
 
2.9%
Other values (6) 85
12.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2438
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
f 160
 
6.6%
- 142
 
5.8%
t 140
 
5.7%
c 121
 
5.0%
/ 100
 
4.1%
0 91
 
3.7%
A 73
 
3.0%
h 72
 
3.0%
s 69
 
2.8%
g 68
 
2.8%
Other values (58) 1402
57.5%

채널채널설명
Text

MISSING 

Distinct20
Distinct (%)100.0%
Missing5
Missing (%)20.0%
Memory size332.0 B
2023-12-10T23:17:22.520990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length462
Median length73.5
Mean length111.4
Min length5

Characters and Unicode

Total characters2228
Distinct characters341
Distinct categories14 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)100.0%

Sample

1st rowHello everyone! My name is Sungbong Choi ! Korea's Got Talent Sensation Youtube Official Site
2nd row: 저희 '토픽이네 동물농장' 채널은; 말을 알아듣지 못하고 행동교정 훈련이 안되는 동물일지라도 그 누구보다 사랑으로 키우고; 친구처럼 가족처럼 동물을 다정하게 대하며 생활하는 모습을 보여드리는 채널입니다. 토픽이네 동물농장 채널 영상을 시청하시는 즉시 여러분도 그 행복한 여정에 함께하시는 것입니다. : 반려동물이란; 보호자를 알아보고 반겨주는 동물만이 반려동물이 아닙니다. 저희 토픽이네 동물농장 채널을 통해 아실 수 있듯이; 저희 채널은 모든 생물을 반려동물로 생각하고 애정을 가지며 사랑으로 대하고 있습니다. 출생 : 1999년 05월 16일 거주지 : 대전광역시 Business : duddls0513@naver.com [ 구독자 1;000명 달성 : 2014.07.20 ] [ 구독자 10;000명 달성 : 2016.03.24 ] [ 구독자 50;000명 달성 : 2018.07.01 ]
3rd rowI'm Je as Korean gamer who plays favorite games - recently it's Soul Worker Online. Have a good time in my channel I wish.
4th row탑레마스터 미드라이너입니당! 힐링보이스! 그림그리는 걸 좋아해요 '~'
5th row즐거운 하루 10분의 쉼표가 되도록 노력하겠습니다^^ 탁주: 남자친구 쪼꼬: 여자친구 프랑켄: 돼지친구 택배주소: 서울특별시 강남구 테헤란로 518 15층 샌드박스 탁주 (우편번호: 06180) takju@sandbox.co.kr 샌드박스 소속 2016. 1. 14~ 유튜브 본격 시작 2015. 9. 25~
ValueCountFrequency (%)
25
 
6.0%
채널입니다 5
 
1.2%
the 5
 
1.2%
lululala 4
 
1.0%
유튜브 4
 
1.0%
my 4
 
1.0%
channel 4
 
1.0%
저희 3
 
0.7%
구독자 3
 
0.7%
music 3
 
0.7%
Other values (319) 358
85.6%
2023-12-10T23:17:22.958344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
439
 
19.7%
e 68
 
3.1%
a 62
 
2.8%
l 48
 
2.2%
i 47
 
2.1%
t 43
 
1.9%
s 42
 
1.9%
o 42
 
1.9%
. 41
 
1.8%
r 38
 
1.7%
Other values (331) 1358
61.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 841
37.7%
Lowercase Letter 626
28.1%
Space Separator 439
19.7%
Other Punctuation 110
 
4.9%
Decimal Number 89
 
4.0%
Uppercase Letter 87
 
3.9%
Close Punctuation 9
 
0.4%
Modifier Symbol 8
 
0.4%
Open Punctuation 8
 
0.4%
Math Symbol 4
 
0.2%
Other values (4) 7
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
다 23
 
2.7%
니 22
 
2.6%
하 18
 
2.1%
의 15
 
1.8%
이 15
 
1.8%
을 14
 
1.7%
물 13
 
1.5%
는 13
 
1.5%
시 12
 
1.4%
동 12
 
1.4%
Other values (257) 684
81.3%
Lowercase Letter
ValueCountFrequency (%)
e 68
10.9%
a 62
 
9.9%
l 48
 
7.7%
i 47
 
7.5%
t 43
 
6.9%
s 42
 
6.7%
o 42
 
6.7%
r 38
 
6.1%
n 38
 
6.1%
u 35
 
5.6%
Other values (14) 163
26.0%
Uppercase Letter
ValueCountFrequency (%)
S 10
11.5%
L 10
11.5%
O 7
 
8.0%
I 7
 
8.0%
B 6
 
6.9%
A 5
 
5.7%
G 5
 
5.7%
M 5
 
5.7%
C 4
 
4.6%
T 4
 
4.6%
Other values (11) 24
27.6%
Decimal Number
ValueCountFrequency (%)
0 28
31.5%
1 18
20.2%
2 11
 
12.4%
6 9
 
10.1%
5 8
 
9.0%
4 4
 
4.5%
9 4
 
4.5%
8 3
 
3.4%
7 2
 
2.2%
3 2
 
2.2%
Other Punctuation
ValueCountFrequency (%)
. 41
37.3%
; 21
19.1%
: 20
18.2%
! 14
 
12.7%
' 7
 
6.4%
@ 6
 
5.5%
* 1
 
0.9%
Close Punctuation
ValueCountFrequency (%)
) 5
55.6%
] 4
44.4%
Open Punctuation
ValueCountFrequency (%)
( 4
50.0%
[ 4
50.0%
Math Symbol
ValueCountFrequency (%)
~ 3
75.0%
+ 1
 
25.0%
Space Separator
ValueCountFrequency (%)
439
100.0%
Modifier Symbol
ValueCountFrequency (%)
^ 8
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Other Symbol
ValueCountFrequency (%)
ⓒ 1
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 841
37.7%
Latin 713
32.0%
Common 674
30.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
다 23
 
2.7%
니 22
 
2.6%
하 18
 
2.1%
의 15
 
1.8%
이 15
 
1.8%
을 14
 
1.7%
물 13
 
1.5%
는 13
 
1.5%
시 12
 
1.4%
동 12
 
1.4%
Other values (257) 684
81.3%
Latin
ValueCountFrequency (%)
e 68
 
9.5%
a 62
 
8.7%
l 48
 
6.7%
i 47
 
6.6%
t 43
 
6.0%
s 42
 
5.9%
o 42
 
5.9%
r 38
 
5.3%
n 38
 
5.3%
u 35
 
4.9%
Other values (35) 250
35.1%
Common
ValueCountFrequency (%)
439
65.1%
. 41
 
6.1%
0 28
 
4.2%
; 21
 
3.1%
: 20
 
3.0%
1 18
 
2.7%
! 14
 
2.1%
2 11
 
1.6%
6 9
 
1.3%
5 8
 
1.2%
Other values (19) 65
 
9.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1385
62.2%
Hangul 841
37.7%
Enclosed Alphanum 1
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
439
31.7%
e 68
 
4.9%
a 62
 
4.5%
l 48
 
3.5%
i 47
 
3.4%
t 43
 
3.1%
s 42
 
3.0%
o 42
 
3.0%
. 41
 
3.0%
r 38
 
2.7%
Other values (62) 515
37.2%
Hangul
ValueCountFrequency (%)
다 23
 
2.7%
니 22
 
2.6%
하 18
 
2.1%
의 15
 
1.8%
이 15
 
1.8%
을 14
 
1.7%
물 13
 
1.5%
는 13
 
1.5%
시 12
 
1.4%
동 12
 
1.4%
Other values (257) 684
81.3%
Enclosed Alphanum
ValueCountFrequency (%)
ⓒ 1
100.0%
Punctuation
ValueCountFrequency (%)
’ 1
100.0%

채널채널범주명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
MCN
12 
공공기관
11 
TV
2 

Length

Max length4
Median length3
Mean length3.36
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
MCN 12
48.0%
공공기관 11
44.0%
TV 2
 
8.0%

Length

2023-12-10T23:17:23.158225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:17:23.318509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
mcn 12
48.0%
공공기관 11
44.0%
tv 2
 
8.0%

채널채널명
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-10T23:17:23.581220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length13
Mean length8.8
Min length3

Characters and Unicode

Total characters220
Distinct characters127
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
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 row최성봉Sungbong Choi
2nd row토픽이네동물농장
3rd row한국어촌어항협회
4th row대한석탄공사
5th rowJe Hae Gwon
ValueCountFrequency (%)
유튜브 2
 
5.0%
공식 2
 
5.0%
최성봉sungbong 1
 
2.5%
spacegirl우주쏘녀 1
 
2.5%
sound 1
 
2.5%
박덕환 1
 
2.5%
ibk기업은행 1
 
2.5%
축산물품질평가원 1
 
2.5%
서울문화재단 1
 
2.5%
생활문화팀 1
 
2.5%
Other values (28) 28
70.0%
2023-12-10T23:17:24.023382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
15
 
6.8%
l 5
 
2.3%
u 5
 
2.3%
B 4
 
1.8%
n 4
 
1.8%
E 4
 
1.8%
o 4
 
1.8%
a 4
 
1.8%
e 4
 
1.8%
R 3
 
1.4%
Other values (117) 168
76.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 117
53.2%
Uppercase Letter 44
 
20.0%
Lowercase Letter 42
 
19.1%
Space Separator 15
 
6.8%
Connector Punctuation 1
 
0.5%
Dash Punctuation 1
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
공 3
 
2.6%
가 2
 
1.7%
평 2
 
1.7%
라 2
 
1.7%
산 2
 
1.7%
업 2
 
1.7%
이 2
 
1.7%
주 2
 
1.7%
네 2
 
1.7%
오 2
 
1.7%
Other values (78) 96
82.1%
Uppercase Letter
ValueCountFrequency (%)
B 4
 
9.1%
E 4
 
9.1%
R 3
 
6.8%
U 3
 
6.8%
I 3
 
6.8%
G 3
 
6.8%
H 3
 
6.8%
S 3
 
6.8%
C 2
 
4.5%
V 2
 
4.5%
Other values (10) 14
31.8%
Lowercase Letter
ValueCountFrequency (%)
l 5
11.9%
u 5
11.9%
n 4
9.5%
o 4
9.5%
a 4
9.5%
e 4
9.5%
i 3
7.1%
g 3
7.1%
c 2
 
4.8%
s 2
 
4.8%
Other values (6) 6
14.3%
Space Separator
ValueCountFrequency (%)
15
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 117
53.2%
Latin 86
39.1%
Common 17
 
7.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
공 3
 
2.6%
가 2
 
1.7%
평 2
 
1.7%
라 2
 
1.7%
산 2
 
1.7%
업 2
 
1.7%
이 2
 
1.7%
주 2
 
1.7%
네 2
 
1.7%
오 2
 
1.7%
Other values (78) 96
82.1%
Latin
ValueCountFrequency (%)
l 5
 
5.8%
u 5
 
5.8%
B 4
 
4.7%
n 4
 
4.7%
E 4
 
4.7%
o 4
 
4.7%
a 4
 
4.7%
e 4
 
4.7%
R 3
 
3.5%
U 3
 
3.5%
Other values (26) 46
53.5%
Common
ValueCountFrequency (%)
15
88.2%
_ 1
 
5.9%
- 1
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 117
53.2%
ASCII 103
46.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
15
 
14.6%
l 5
 
4.9%
u 5
 
4.9%
B 4
 
3.9%
n 4
 
3.9%
E 4
 
3.9%
o 4
 
3.9%
a 4
 
3.9%
e 4
 
3.9%
R 3
 
2.9%
Other values (29) 51
49.5%
Hangul
ValueCountFrequency (%)
공 3
 
2.6%
가 2
 
1.7%
평 2
 
1.7%
라 2
 
1.7%
산 2
 
1.7%
업 2
 
1.7%
이 2
 
1.7%
주 2
 
1.7%
네 2
 
1.7%
오 2
 
1.7%
Other values (78) 96
82.1%

채널구독자수
Real number (ℝ)

HIGH CORRELATION  UNIQUE  ZEROS 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean61655.8
Minimum0
Maximum644000
Zeros1
Zeros (%)4.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-10T23:17:24.184802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6
Q1500
median10300
Q364500
95-th percentile162600
Maximum644000
Range644000
Interquartile range (IQR)64000

Descriptive statistics

Standard deviation132645.36
Coefficient of variation (CV)2.1513849
Kurtosis16.549324
Mean61655.8
Median Absolute Deviation (MAD)10295
Skewness3.8312841
Sum1541395
Variance1.7594791 × 1010
MonotonicityNot monotonic
2023-12-10T23:17:24.362469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
23900 1
 
4.0%
65400 1
 
4.0%
362 1
 
4.0%
5 1
 
4.0%
0 1
 
4.0%
103000 1
 
4.0%
343 1
 
4.0%
13300 1
 
4.0%
157000 1
 
4.0%
33100 1
 
4.0%
Other values (15) 15
60.0%
ValueCountFrequency (%)
0 1
4.0%
5 1
4.0%
10 1
4.0%
15 1
4.0%
343 1
4.0%
362 1
4.0%
500 1
4.0%
1210 1
4.0%
2410 1
4.0%
2910 1
4.0%
ValueCountFrequency (%)
644000 1
4.0%
163000 1
4.0%
161000 1
4.0%
157000 1
4.0%
103000 1
4.0%
65400 1
4.0%
64500 1
4.0%
60500 1
4.0%
33100 1
4.0%
27100 1
4.0%

구독자수비공개정보
Boolean

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size182.0 B
False
24 
True
 
1
ValueCountFrequency (%)
False 24
96.0%
True 1
 
4.0%
2023-12-10T23:17:24.494424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

채널국가
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
KR
19 
<NA>
6 

Length

Max length4
Median length2
Mean length2.48
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
KR 19
76.0%
<NA> 6
 
24.0%

Length

2023-12-10T23:17:24.620463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:17:24.734208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
kr 19
76.0%
na 6
 
24.0%

채널채널키워드명
Text

MISSING 

Distinct18
Distinct (%)100.0%
Missing7
Missing (%)28.0%
Memory size332.0 B
2023-12-10T23:17:25.070078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length201
Median length48.5
Mean length42.888889
Min length2

Characters and Unicode

Total characters772
Distinct characters195
Distinct categories7 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique18 ?
Unique (%)100.0%

Sample

1st row최성봉 Choi Sung-bong Korea's Got Talent 오디션프로그램 준우승 SungbongChoi
2nd row토픽 토픽햄스터 토픽개구리 팩맨개구리 햄스터 푸딩햄스터 팩맨 개구리 개구리키우기 팩맨키우기 팩맨개구리키우기 토픽유튜브 토픽이네동물농장 동물농장 동물유튜브 동물동영상 개구리동영상 햄스터동영상 개구리잡기 햄스터키우는법 토픽 토픽의 토픽방송 토픽동물 토픽햄스터 햄스터 동물 동물영상 햄스터영상 동물방송 동물채널 #팩맨개구리 #팩맨 #팩맨프로그 #팩맨키우기 #팩맨게임
3rd rowElsword
4th row헤징
5th row로블록스; 탁주; 쪼꼬; 마인크래프트;
ValueCountFrequency (%)
여행 3
 
2.0%
뷰티 2
 
1.3%
ebs자격증 2
 
1.3%
팩맨키우기 2
 
1.3%
팩맨 2
 
1.3%
햄스터 2
 
1.3%
토픽햄스터 2
 
1.3%
토픽 2
 
1.3%
힐링 2
 
1.3%
ebs 2
 
1.3%
Other values (124) 130
86.1%
2023-12-10T23:17:25.677880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
133
 
17.2%
o 18
 
2.3%
강 15
 
1.9%
동 13
 
1.7%
e 13
 
1.7%
리 13
 
1.7%
스 12
 
1.6%
릉 12
 
1.6%
터 12
 
1.6%
행 11
 
1.4%
Other values (185) 520
67.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 472
61.1%
Space Separator 133
 
17.2%
Lowercase Letter 120
 
15.5%
Uppercase Letter 34
 
4.4%
Other Punctuation 10
 
1.3%
Decimal Number 2
 
0.3%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
강 15
 
3.2%
동 13
 
2.8%
리 13
 
2.8%
스 12
 
2.5%
릉 12
 
2.5%
터 12
 
2.5%
행 11
 
2.3%
토 11
 
2.3%
개 11
 
2.3%
픽 10
 
2.1%
Other values (146) 352
74.6%
Lowercase Letter
ValueCountFrequency (%)
o 18
15.0%
e 13
10.8%
n 11
 
9.2%
s 10
 
8.3%
b 9
 
7.5%
i 8
 
6.7%
a 6
 
5.0%
r 6
 
5.0%
g 6
 
5.0%
c 4
 
3.3%
Other values (11) 29
24.2%
Uppercase Letter
ValueCountFrequency (%)
S 8
23.5%
E 7
20.6%
B 5
14.7%
K 4
11.8%
C 3
 
8.8%
T 2
 
5.9%
F 1
 
2.9%
I 1
 
2.9%
X 1
 
2.9%
J 1
 
2.9%
Other Punctuation
ValueCountFrequency (%)
# 5
50.0%
; 4
40.0%
' 1
 
10.0%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
1 1
50.0%
Space Separator
ValueCountFrequency (%)
133
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 468
60.6%
Latin 154
 
19.9%
Common 146
 
18.9%
Katakana 4
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
강 15
 
3.2%
동 13
 
2.8%
리 13
 
2.8%
스 12
 
2.6%
릉 12
 
2.6%
터 12
 
2.6%
행 11
 
2.4%
토 11
 
2.4%
개 11
 
2.4%
픽 10
 
2.1%
Other values (142) 348
74.4%
Latin
ValueCountFrequency (%)
o 18
 
11.7%
e 13
 
8.4%
n 11
 
7.1%
s 10
 
6.5%
b 9
 
5.8%
S 8
 
5.2%
i 8
 
5.2%
E 7
 
4.5%
a 6
 
3.9%
r 6
 
3.9%
Other values (22) 58
37.7%
Common
ValueCountFrequency (%)
133
91.1%
# 5
 
3.4%
; 4
 
2.7%
2 1
 
0.7%
1 1
 
0.7%
' 1
 
0.7%
- 1
 
0.7%
Katakana
ValueCountFrequency (%)
ク 1
25.0%
ボ 1
25.0%
ュ 1
25.0%
ヒ 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 468
60.6%
ASCII 300
38.9%
Katakana 4
 
0.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
133
44.3%
o 18
 
6.0%
e 13
 
4.3%
n 11
 
3.7%
s 10
 
3.3%
b 9
 
3.0%
S 8
 
2.7%
i 8
 
2.7%
E 7
 
2.3%
a 6
 
2.0%
Other values (29) 77
25.7%
Hangul
ValueCountFrequency (%)
강 15
 
3.2%
동 13
 
2.8%
리 13
 
2.8%
스 12
 
2.6%
릉 12
 
2.6%
터 12
 
2.6%
행 11
 
2.4%
토 11
 
2.4%
개 11
 
2.4%
픽 10
 
2.1%
Other values (142) 348
74.4%
Katakana
ValueCountFrequency (%)
ク 1
25.0%
ボ 1
25.0%
ュ 1
25.0%
ヒ 1
25.0%

영상
Text

MISSING 

Distinct18
Distinct (%)100.0%
Missing7
Missing (%)28.0%
Memory size332.0 B
2023-12-10T23:17:25.917251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters198
Distinct characters62
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

Unique18 ?
Unique (%)100.0%

Sample

1st row57vWCBgTiok
2nd rowAfThkAXN674
3rd rowQDuI0NE5Q28
4th rowSTcBGMgCmaI
5th rowTvQ4zUSs76Y
ValueCountFrequency (%)
my1h4lfssx4 1
 
5.6%
qdui0ne5q28 1
 
5.6%
o2uah4ckgzm 1
 
5.6%
eqfyw8hyupm 1
 
5.6%
rgzpyi1to-8 1
 
5.6%
i3kd3m2iru4 1
 
5.6%
okyluevqkeg 1
 
5.6%
8dhah1qjyk0 1
 
5.6%
qniszggyuns 1
 
5.6%
57vwcbgtiok 1
 
5.6%
Other values (8) 8
44.4%
2023-12-10T23:17:26.705951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
G 8
 
4.0%
Q 7
 
3.5%
4 7
 
3.5%
I 7
 
3.5%
s 6
 
3.0%
Y 6
 
3.0%
M 6
 
3.0%
k 5
 
2.5%
U 5
 
2.5%
- 4
 
2.0%
Other values (52) 137
69.2%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter 87
43.9%
Lowercase Letter 71
35.9%
Decimal Number 35
17.7%
Dash Punctuation 4
 
2.0%
Connector Punctuation 1
 
0.5%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
G 8
 
9.2%
Q 7
 
8.0%
I 7
 
8.0%
Y 6
 
6.9%
M 6
 
6.9%
U 5
 
5.7%
T 4
 
4.6%
K 4
 
4.6%
E 4
 
4.6%
N 4
 
4.6%
Other values (15) 32
36.8%
Lowercase Letter
ValueCountFrequency (%)
s 6
 
8.5%
k 5
 
7.0%
p 4
 
5.6%
j 4
 
5.6%
v 4
 
5.6%
g 4
 
5.6%
o 4
 
5.6%
c 4
 
5.6%
u 4
 
5.6%
y 3
 
4.2%
Other values (15) 29
40.8%
Decimal Number
ValueCountFrequency (%)
4 7
20.0%
3 4
11.4%
7 4
11.4%
1 4
11.4%
8 4
11.4%
2 3
8.6%
6 3
8.6%
0 3
8.6%
5 2
 
5.7%
9 1
 
2.9%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 158
79.8%
Common 40
 
20.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
G 8
 
5.1%
Q 7
 
4.4%
I 7
 
4.4%
s 6
 
3.8%
Y 6
 
3.8%
M 6
 
3.8%
k 5
 
3.2%
U 5
 
3.2%
p 4
 
2.5%
T 4
 
2.5%
Other values (40) 100
63.3%
Common
ValueCountFrequency (%)
4 7
17.5%
- 4
10.0%
3 4
10.0%
7 4
10.0%
1 4
10.0%
8 4
10.0%
2 3
7.5%
6 3
7.5%
0 3
7.5%
5 2
 
5.0%
Other values (2) 2
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 198
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
G 8
 
4.0%
Q 7
 
3.5%
4 7
 
3.5%
I 7
 
3.5%
s 6
 
3.0%
Y 6
 
3.0%
M 6
 
3.0%
k 5
 
2.5%
U 5
 
2.5%
- 4
 
2.0%
Other values (52) 137
69.2%

Interactions

2023-12-10T23:17:18.258428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T23:17:26.881431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
채널채널경로명채널채널생성일자채널아이콘채널채널설명채널채널범주명채널채널명채널구독자수구독자수비공개정보채널채널키워드명영상
채널채널경로명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널채널생성일자1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널아이콘1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널채널설명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널채널범주명1.0001.0001.0001.0001.0001.0000.3280.4211.0001.000
채널채널명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
채널구독자수1.0001.0001.0001.0000.3281.0001.0000.0001.0001.000
구독자수비공개정보1.0001.0001.0001.0000.4211.0000.0001.0001.0001.000
채널채널키워드명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
영상1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
2023-12-10T23:17:27.066181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
채널채널범주명구독자수비공개정보채널국가
채널채널범주명1.0000.6431.000
구독자수비공개정보0.6431.0001.000
채널국가1.0001.0001.000
2023-12-10T23:17:27.220466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
채널구독자수채널채널범주명구독자수비공개정보채널국가
채널구독자수1.0000.3020.0001.000
채널채널범주명0.3021.0000.6431.000
구독자수비공개정보0.0000.6431.0001.000
채널국가1.0001.0001.0001.000

Missing values

2023-12-10T23:17:18.773599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T23:17:19.060738image/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.
2023-12-10T23:17:19.251272image/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

채널채널경로명채널수집일자채널채널생성일자채널아이콘채널채널설명채널채널범주명채널채널명채널구독자수구독자수비공개정보채널국가채널채널키워드명영상
0https://www.youtube.com/channel/UC-Q_bOOxsn7hCd5BtxmSSpw2020-12-102012-08-10https://yt3.ggpht.com/ytc/AAUvwnhcJw1v9FlfZPQBnPivcXA3kqgVouHVWKPyYE5W5n0=s88-c-k-c0x00ffffff-no-rj-moHello everyone! My name is Sungbong Choi ! Korea's Got Talent Sensation Youtube Official SiteMCN최성봉Sungbong Choi23900FalseKR최성봉 Choi Sung-bong Korea's Got Talent 오디션프로그램 준우승 SungbongChoi57vWCBgTiok
1https://www.youtube.com/channel/UCpflbt7cdkaDc0Kxt79lgzw2020-12-102013-05-26https://yt3.ggpht.com/ytc/AAUvwnjAzhWj5mE-vsoVFmFCcATlqNAzDZAHc47AzJGhow=s88-c-k-c0x00ffffff-no-rj: 저희 '토픽이네 동물농장' 채널은; 말을 알아듣지 못하고 행동교정 훈련이 안되는 동물일지라도 그 누구보다 사랑으로 키우고; 친구처럼 가족처럼 동물을 다정하게 대하며 생활하는 모습을 보여드리는 채널입니다. 토픽이네 동물농장 채널 영상을 시청하시는 즉시 여러분도 그 행복한 여정에 함께하시는 것입니다. : 반려동물이란; 보호자를 알아보고 반겨주는 동물만이 반려동물이 아닙니다. 저희 토픽이네 동물농장 채널을 통해 아실 수 있듯이; 저희 채널은 모든 생물을 반려동물로 생각하고 애정을 가지며 사랑으로 대하고 있습니다. 출생 : 1999년 05월 16일 거주지 : 대전광역시 Business : duddls0513@naver.com [ 구독자 1;000명 달성 : 2014.07.20 ] [ 구독자 10;000명 달성 : 2016.03.24 ] [ 구독자 50;000명 달성 : 2018.07.01 ]MCN토픽이네동물농장65400FalseKR토픽 토픽햄스터 토픽개구리 팩맨개구리 햄스터 푸딩햄스터 팩맨 개구리 개구리키우기 팩맨키우기 팩맨개구리키우기 토픽유튜브 토픽이네동물농장 동물농장 동물유튜브 동물동영상 개구리동영상 햄스터동영상 개구리잡기 햄스터키우는법 토픽 토픽의 토픽방송 토픽동물 토픽햄스터 햄스터 동물 동물영상 햄스터영상 동물방송 동물채널 #팩맨개구리 #팩맨 #팩맨프로그 #팩맨키우기 #팩맨게임AfThkAXN674
2https://www.youtube.com/channel/UC-SRrNN7Q9bSgDAlBdjakxw2020-12-102015-04-09https://yt3.ggpht.com/ytc/AAUvwnjOplGemsmomJGKsAq_tSIFG5kJtfr90cdz7g=s88-c-k-c0x00ffffff-no-rj<NA>공공기관한국어촌어항협회10False<NA><NA><NA>
3https://www.youtube.com/channel/UCILIJsz2QYc6Z590KMHbA8g2020-12-102015-04-28https://yt3.ggpht.com/ytc/AAUvwnh5u4hB9Qm8W461Muji0Ror8EsiF9zhpWVPcg=s88-c-k-c0x00ffffff-no-rj<NA>공공기관대한석탄공사15False<NA><NA><NA>
4https://www.youtube.com/channel/UC5fN2gdOeABC3LF_-cxb_0A2020-12-102010-05-16https://yt3.ggpht.com/ytc/AAUvwngagFszucWdJD0oyt6XJWXri2pxIOUbw39e1klFew=s88-c-k-c0x00ffffff-no-rjI'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 Gwon60500False<NA>ElswordQDuI0NE5Q28
5https://www.youtube.com/channel/UCj38fEefpih2o1aHH886Z1g2020-12-102014-01-30https://yt3.ggpht.com/ytc/AAUvwniKyLQ-u1OnetQdXiMzaVa2cw7Z4mwBSeym7ap7EQ=s88-c-k-c0x00ffffff-no-rj탑레마스터 미드라이너입니당! 힐링보이스! 그림그리는 걸 좋아해요 '~'MCN_헤징161000FalseKR헤징STcBGMgCmaI
6https://www.youtube.com/channel/UC7nVGqibbYgrzh733LDffNQ2020-12-102012-02-11https://yt3.ggpht.com/ytc/AAUvwnhPwOZ6Ob6RgKJv3ISVi3qKcS5Ts0yo8ZF0u2MEbA=s88-c-k-c0x00ffffff-no-rj즐거운 하루 10분의 쉼표가 되도록 노력하겠습니다^^ 탁주: 남자친구 쪼꼬: 여자친구 프랑켄: 돼지친구 택배주소: 서울특별시 강남구 테헤란로 518 15층 샌드박스 탁주 (우편번호: 06180) takju@sandbox.co.kr 샌드박스 소속 2016. 1. 14~ 유튜브 본격 시작 2015. 9. 25~MCN탁주 TV644000FalseKR로블록스; 탁주; 쪼꼬; 마인크래프트;<NA>
7https://www.youtube.com/channel/UCv35kTyMNjTD91T_wd5p53Q2020-12-102010-03-17https://yt3.ggpht.com/ytc/AAUvwnjvGT3c25cQX0uc40_O_NguDFSZvk7j9FuEesW4nw=s88-c-k-c0x00ffffff-no-rj나만 알고 있는 유튜브 동네오빠entertainmentMCN동네오빠엔터테인먼트3280FalseKR동네오빠 엔터테인먼트TvQ4zUSs76Y
8https://www.youtube.com/channel/UCv-B3slVOIL7mSQajbKACYw2020-12-102013-10-16https://yt3.ggpht.com/ytc/AAUvwnh5wByt43cRf0vOjvSWHMyQzGoJ97SIZ640RAB5BA=s88-c-k-c0x00ffffff-no-rj양산시 공식 유튜브 채널입니다.공공기관양산시 공식 유튜브2410FalseKR<NA>MEfrbKJ3JGU
9https://www.youtube.com/channel/UChTeiHYZmNAlqWgcYvhPzBw2020-12-102019-01-17https://yt3.ggpht.com/ytc/AAUvwnghP8Hv9QCRJ8-47-IjDEWiN1sOD5k2wN3VrcYvjw=s88-c-k-c0x00ffffff-no-rj클린강릉; 행복한 강릉으로의 랜선여행! 강릉시 공식 유튜브입니다.공공기관강릉시 공식 유튜브4250FalseKR강릉시청 강릉 강릉여행 강릉시정 강릉시장 강릉맛집 강원도강릉 강원도강릉시 강원도여행 KTX강릉선 강릉1박2일 강릉호텔 강릉시p-97N4aGtjU
채널채널경로명채널수집일자채널채널생성일자채널아이콘채널채널설명채널채널범주명채널채널명채널구독자수구독자수비공개정보채널국가채널채널키워드명영상
15https://www.youtube.com/channel/UCu679A0hVMkYjQl2l8GZw5Q2020-12-102012-07-16https://yt3.ggpht.com/ytc/AAUvwnhBygj-cH957t4pYsO1_ziDS2J0VH3EhmwcMGLbYA=s88-c-k-c0x00ffffff-no-rj축산물등급판정; 축산물이력제; 유통조사 및 연구 등을 수행하는 축산 전문 공공기관; 축산물품질평가원입니다. 축산 관련 정보; 지식을 비롯한 다양한 이야기를 재미나고 쏠쏠하게 나누고자 합니다.^^공공기관축산물품질평가원1210False<NA><NA>8DhaH1QjyK0
16https://www.youtube.com/channel/UCwnpFTHaWPxwcF8CWsSgcdg2020-12-102018-06-11https://yt3.ggpht.com/ytc/AAUvwnhkuPwmjC-gKwSNBO98Znb6oMetQiFSvsW8AFYF=s88-c-k-c0x00ffffff-no-rj서울문화재단 생활문화사업팀의 홍보 채널입니다.공공기관서울문화재단 생활문화팀500False<NA><NA>oKYLuEvQkEg
17https://www.youtube.com/channel/UC8BN8ErZ-HIba808w5qRV0A2020-12-102016-03-06https://yt3.ggpht.com/ytc/AAUvwnjzQ6uXCT1YaKA1zCnbOXlZeX0KrC-1bxeHZeO9RA=s88-c-k-c0x00ffffff-no-rjINSTAGRAM @66_june_66MCNJUNE준이33100FalseKR남자 뷰티 크리에이터<NA>
18https://www.youtube.com/channel/UCCXeZkv4-v2TlH_J49I_icw2020-12-102012-12-02https://yt3.ggpht.com/ytc/AAUvwng7FRgXcmtaVOG6xbZ9-Kv1SF9K6iaoaUkZalp8EQ=s88-c-k-c0x00ffffff-no-rjHUBOG official channelMCNHUBOG157000FalseKR행복을 주다 휴복 hubog 우타이테 뮤직 Jpop 일본음악 보컬로이드 kpop cover ヒュボクI3kd3M2IRu4
19https://www.youtube.com/channel/UCuJz-PXNMdWQr6TNM4htENw2020-12-102010-01-12https://yt3.ggpht.com/ytc/AAUvwnjEOuKI0ffYtcBLGepNozwrhR3chYwTOCpwFJSDpQ=s88-c-k-c0x00ffffff-no-rj금융위원회는 금융산업의 선진화와 금융시장의 안정을 꾀하고; 건전한 신용질서 확립을 위하여 설립되었습니다.공공기관금융위원회13300FalseKR금융위원회 금융당국 Financial Services Commision Korean Economy Invest Korea 경제 금융 뉴스 증권 보험 은행 적금 금리RgZpyI1to-8
20https://www.youtube.com/channel/UCrb-jX7LjU0IMcGITDXQBBw2020-12-102013-12-12https://yt3.ggpht.com/ytc/AAUvwnhCB9amQ7dKTRmOWz-KRp_GQ0FsmWwK8JiB9spv=s88-c-k-c0x00ffffff-no-rj희망과 행복이 있는 미래창조도시 가평군! 군정뉴스입니다.공공기관가평군정뉴스343False<NA>가평군정뉴스 가평 가평여행지 자라섬 수도권여행지 주말에갈만한곳 여행지 힐링<NA>
21https://www.youtube.com/channel/UCwAyD6gGhaZvPuUgWREYm-Q2020-12-102013-02-04https://yt3.ggpht.com/ytc/AAUvwniOnV26hsJcEXy1IZxEtDe46Rzhg73JA8qkC1DLug=s88-c-k-c0x00ffffff-no-rjVideo Artist : Dragon Greapa choreographer: Cherri 영상과 춤을 믹스한 새로운 예술 instagram : @greapaxcherri_official contact : awesomeds2015@naver.comMCNGREAPA X CHERRI103000FalseKR댄스 패션 체리 그레빠eQFYw8HYUpM
22https://www.youtube.com/channel/UCenZCfvTycIivCvpqoyYUwA2020-12-102018-09-20https://yt3.ggpht.com/ytc/AAUvwnimRPxG4DNvzubWMFf5f55qzUamM-wFGi8UqY18oA=s88-c-k-c0x00ffffff-no-rj안녕하세요. 당신의 평생교육 파트너; EBS직업 유튜브 채널입니다. 공인중개사; 공무원; 40여 개의 자격증으로 여러분의 더 나은 미래를 위해 동행하겠습니다.TV직업EBS0TrueKRebs EBS EBS직업 EBS공인중개사 EBS공무원 EBS자격증 ebs공인중개사 ebs공무원 ebs자격증 공인중개사 공무원 자격증 ebs직업yt6pj-jvoG0
23https://www.youtube.com/channel/UCOzlrIn3vdQJVZyJ0d6FyPg2020-12-102014-10-31https://yt3.ggpht.com/ytc/AAUvwniIrrnutxuVq2atTF4dtoALnLBr8kxneXWpyw93wQ=s88-c-k-c0x00ffffff-no-rj개인의채널MCN라스트오더5FalseKR<NA><NA>
24https://www.youtube.com/channel/UCD9Kx1XiOuKlUzouT83yq1w2020-12-102016-09-27https://yt3.ggpht.com/ytc/AAUvwniB4MRy6zDlJs7uBxSfgE2hVe8Bx_B-KG_Ve22JYA=s88-c-k-c0x00ffffff-no-rj<NA>공공기관장흥군362FalseKR장흥군 정남진 장흥 정남진장흥 전라남도 표고버섯 토요시장 한우 여행 힐링 관광 남도<NA>