gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	24
Missing cells	28
Missing cells (%)	6.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.0 KiB
Average record size in memory	170.5 B

Variable types

Text	3
Categorical	5
DateTime	1
Numeric	10

Dataset

Description	샘플 데이터
Author	한양대
URL	https://bigdata-region.kr/#/dataset/fc827ef0-a451-4652-abf3-632152ba08cb

Alerts

`최초6개월` is highly overall correlated with `그룹내구독자순위` and 2 other fields	High correlation
`역량평가수집일자` is highly overall correlated with `최근6개월` and 2 other fields	High correlation
`그룹내채널수` is highly overall correlated with `최근6개월` and 3 other fields	High correlation
`역량별그룹할당` is highly overall correlated with `그룹내조회수순위` and 3 other fields	High correlation
`그룹내구독자순위` is highly overall correlated with `그룹내조회수순위` and 5 other fields	High correlation
`그룹내조회수순위` is highly overall correlated with `그룹내구독자순위` and 6 other fields	High correlation
`그룹내좋아요순위` is highly overall correlated with `그룹내구독자순위` and 5 other fields	High correlation
`역량평가` is highly overall correlated with `그룹내구독자순위` and 4 other fields	High correlation
`홍보지수` is highly overall correlated with `그룹내구독자순위` and 5 other fields	High correlation
`최근6개월` is highly overall correlated with `역량평가수집일자` and 1 other fields	High correlation
`그룹내홍보지수표준점수` is highly overall correlated with `그룹내구독자순위` and 5 other fields	High correlation
`최근6개월표준점수` is highly overall correlated with `최초6개월`	High correlation
`최초6개월표준점수` is highly overall correlated with `상호작용도1개월표준점수`	High correlation
`상호작용도1개월표준점수` is highly overall correlated with `그룹내조회수순위` and 5 other fields	High correlation
`상호작용정도1개월` is highly overall correlated with `홍보지수` and 1 other fields	High correlation
`역량평가수집일자` is highly imbalanced (75.0%)	Imbalance
`상호작용정도1개월` is highly imbalanced (50.5%)	Imbalance
`역량평가채널설명` has 3 (12.5%) missing values	Missing
`홍보지수` has 7 (29.2%) missing values	Missing
`최근6개월` has 7 (29.2%) missing values	Missing
`그룹내홍보지수표준점수` has 7 (29.2%) missing values	Missing
`최근6개월표준점수` has 4 (16.7%) missing values	Missing
`역량평가채널ID` has unique values	Unique
`역량평가채널명` has unique values	Unique
`역량평가채널생성일자` has unique values	Unique
`그룹내구독자순위` has unique values	Unique
`그룹내좋아요순위` has unique values	Unique
`최근6개월` has 2 (8.3%) zeros	Zeros
`그룹내홍보지수표준점수` has 1 (4.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 14:14:39.842011
Analysis finished	2023-12-10 14:14:59.280052
Duration	19.44 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

역량평가채널ID
Text

UNIQUE

Distinct	24
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

Length

Max length	24
Median length	24
Mean length	24
Min length	24

Characters and Unicode

Total characters	576
Distinct characters	64
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	100.0%

Sample

1st row	UC0hk2D145ogyBYMKjylWkkw
2nd row	UC1r112Pr9Ngcg2NtcE946HQ
3rd row	UC1dMe0fYTM4r9mNQc9v1ziA
4th row	UC0ru5w57PyGpbsEKwN4LuwA
5th row	UC270ueFEsQ21S26TYI_9yVA

Value	Count	Frequency (%)
uc0hk2d145ogybymkjylwkkw	1	4.2%
uc1r112pr9ngcg2ntce946hq	1	4.2%
ucepuitfwooj2o5htu65nleg	1	4.2%
uce1w2qzbks8hgbjhiiac0xw	1	4.2%
uccq9w9rg51vzxwpxlnb04mq	1	4.2%
uc1o0tfy6umy2rgfrgymiwiw	1	4.2%
uc2mgnh831kcmuykk7u8c2dg	1	4.2%
uca6glf0zq1sl_y-agvoeznw	1	4.2%
uca5agxsjoanrpcp-fkj52mg	1	4.2%
uc2iysriatge71sliolsxguw	1	4.2%
Other values (14)	14	58.3%

Most occurring characters

Value	Count	Frequency (%)
C	29	5.0%
U	27	4.7%
g	18	3.1%
2	17	3.0%
A	15	2.6%
1	15	2.6%
w	15	2.6%
m	15	2.6%
u	13	2.3%
F	13	2.3%
Other values (54)	399	69.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	254	44.1%
Lowercase Letter	206	35.8%
Decimal Number	109	18.9%
Dash Punctuation	4	0.7%
Connector Punctuation	3	0.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	29	11.4%
U	27	10.6%
A	15	5.9%
F	13	5.1%
Y	13	5.1%
I	11	4.3%
E	10	3.9%
M	10	3.9%
G	10	3.9%
Q	9	3.5%
Other values (16)	107	42.1%

Lowercase Letter

Value	Count	Frequency (%)
g	18	8.7%
w	15	7.3%
m	15	7.3%
u	13	6.3%
r	12	5.8%
i	10	4.9%
e	9	4.4%
z	8	3.9%
k	8	3.9%
c	8	3.9%
Other values (16)	90	43.7%

Decimal Number

Value	Count	Frequency (%)
2	17	15.6%
1	15	13.8%
3	12	11.0%
0	11	10.1%
5	11	10.1%
7	9	8.3%
6	9	8.3%
4	9	8.3%
8	8	7.3%
9	8	7.3%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	460	79.9%
Common	116	20.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	29	6.3%
U	27	5.9%
g	18	3.9%
A	15	3.3%
w	15	3.3%
m	15	3.3%
u	13	2.8%
F	13	2.8%
Y	13	2.8%
r	12	2.6%
Other values (42)	290	63.0%

Common

Value	Count	Frequency (%)
2	17	14.7%
1	15	12.9%
3	12	10.3%
0	11	9.5%
5	11	9.5%
7	9	7.8%
6	9	7.8%
4	9	7.8%
8	8	6.9%
9	8	6.9%
Other values (2)	7	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	29	5.0%
U	27	4.7%
g	18	3.1%
2	17	3.0%
A	15	2.6%
1	15	2.6%
w	15	2.6%
m	15	2.6%
u	13	2.3%
F	13	2.3%
Other values (54)	399	69.3%

역량평가채널명
Text

UNIQUE

Distinct	24
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

Length

Max length	22
Median length	14.5
Mean length	7.4166667
Min length	2

Characters and Unicode

Total characters	178
Distinct characters	106
Distinct categories	5 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	100.0%

Sample

1st row	신속
2nd row	맛상무
3rd row	Saehyeon세현
4th row	재민정
5th row	야신야덕

Value	Count	Frequency (%)
신속	1	3.0%
낭만고양이tv	1	3.0%
tv	1	3.0%
태경	1	3.0%
다정하게dajung	1	3.0%
learning	1	3.0%
ebs	1	3.0%
changmakeup	1	3.0%
꽃핀	1	3.0%
패션센터중구	1	3.0%
Other values (23)	23	69.7%

Most occurring characters

Value	Count	Frequency (%)
a	10	5.6%
	9	5.1%
e	7	3.9%
n	5	2.8%
u	5	2.8%
m	4	2.2%
t	4	2.2%
o	4	2.2%
i	3	1.7%
정	3	1.7%
Other values (96)	124	69.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	79	44.4%
Lowercase Letter	66	37.1%
Uppercase Letter	23	12.9%
Space Separator	9	5.1%
Dash Punctuation	1	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
정	3	3.8%
다	3	3.8%
라	2	2.5%
자	2	2.5%
미	2	2.5%
구	2	2.5%
신	2	2.5%
금	2	2.5%
야	2	2.5%
전	2	2.5%
Other values (57)	57	72.2%

Lowercase Letter

Value	Count	Frequency (%)
a	10	15.2%
e	7	10.6%
n	5	7.6%
u	5	7.6%
m	4	6.1%
t	4	6.1%
o	4	6.1%
i	3	4.5%
c	3	4.5%
k	3	4.5%
Other values (11)	18	27.3%

Uppercase Letter

Value	Count	Frequency (%)
N	3	13.0%
L	2	8.7%
V	2	8.7%
T	2	8.7%
C	2	8.7%
S	2	8.7%
G	1	4.3%
U	1	4.3%
J	1	4.3%
A	1	4.3%
Other values (6)	6	26.1%

Space Separator

Value	Count	Frequency (%)
	9	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	89	50.0%
Hangul	79	44.4%
Common	10	5.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
정	3	3.8%
다	3	3.8%
라	2	2.5%
자	2	2.5%
미	2	2.5%
구	2	2.5%
신	2	2.5%
금	2	2.5%
야	2	2.5%
전	2	2.5%
Other values (57)	57	72.2%

Latin

Value	Count	Frequency (%)
a	10	11.2%
e	7	7.9%
n	5	5.6%
u	5	5.6%
m	4	4.5%
t	4	4.5%
o	4	4.5%
i	3	3.4%
c	3	3.4%
k	3	3.4%
Other values (27)	41	46.1%

Common

Value	Count	Frequency (%)
	9	90.0%
-	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99	55.6%
Hangul	79	44.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	10	10.1%
	9	9.1%
e	7	7.1%
n	5	5.1%
u	5	5.1%
m	4	4.0%
t	4	4.0%
o	4	4.0%
i	3	3.0%
c	3	3.0%
Other values (29)	45	45.5%

Hangul

Value	Count	Frequency (%)
정	3	3.8%
다	3	3.8%
라	2	2.5%
자	2	2.5%
미	2	2.5%
구	2	2.5%
신	2	2.5%
금	2	2.5%
야	2	2.5%
전	2	2.5%
Other values (57)	57	72.2%

역량평가수집일자
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

2021-02-28	23
2021-02-01	1

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	1 ?
Unique (%)	4.2%

Sample

1st row	2021-02-01
2nd row	2021-02-28
3rd row	2021-02-28
4th row	2021-02-28
5th row	2021-02-28

Common Values

Value	Count	Frequency (%)
2021-02-28	23	95.8%
2021-02-01	1	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-02-28	23	95.8%
2021-02-01	1	4.2%

역량평가채널설명
Text

MISSING

Distinct	21
Distinct (%)	100.0%
Missing	3
Missing (%)	12.5%
Memory size	324.0 B

Length

Max length	423
Median length	92
Mean length	115.2381
Min length	10

Characters and Unicode

Total characters	2420
Distinct characters	337
Distinct categories	13 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	100.0%

Sample

1st row	게임에 진심인 남자
2nd row	술상무 아닙니다. 대신 맛봐 드리는 맛상무 입니다. 맛있는음식; 즐거움; 감동이 있는 채널입니다
3rd row	뷰티와 일상을 기록하는 유튜버 세현입니다 비즈니스 문의- saehyeon031105@gmail.com 으로 주시면 감사하겠습니다!
4th row	야구 유튜브 채널! 야구 유튜버 빡코가 야구와 다양한 스포츠를 함께 다루고 있습니다:) 여러분 기상천외한 아이디어와 창의력으로 스포츠를 즐겨봅시다! 구독부탁드려요~~:) #스포츠 #운동 #야구
5th row	유준호의 능력자 강산이

Value	Count	Frequency (%)
	16	3.7%
and	7	1.6%
음악	5	1.1%
있습니다	5	1.1%
미라지	5	1.1%
lululala	4	0.9%
i	4	0.9%
수	4	0.9%
you	4	0.9%
the	4	0.9%
Other values (326)	378	86.7%

Most occurring characters

Value	Count	Frequency (%)
	452	18.7%
a	80	3.3%
e	75	3.1%
t	65	2.7%
o	57	2.4%
i	53	2.2%
u	51	2.1%
l	50	2.1%
n	47	1.9%
s	40	1.7%
Other values (327)	1450	59.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	910	37.6%
Lowercase Letter	816	33.7%
Space Separator	452	18.7%
Other Punctuation	99	4.1%
Uppercase Letter	62	2.6%
Decimal Number	36	1.5%
Close Punctuation	13	0.5%
Dash Punctuation	11	0.5%
Open Punctuation	10	0.4%
Other Symbol	4	0.2%
Other values (3)	7	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
다	30	3.3%
니	24	2.6%
ㅡ	22	2.4%
는	20	2.2%
의	19	2.1%
하	15	1.6%
이	15	1.6%
구	13	1.4%
지	12	1.3%
있	12	1.3%
Other values (253)	728	80.0%

Lowercase Letter

Value	Count	Frequency (%)
a	80	9.8%
e	75	9.2%
t	65	8.0%
o	57	7.0%
i	53	6.5%
u	51	6.2%
l	50	6.1%
n	47	5.8%
s	40	4.9%
c	38	4.7%
Other values (15)	260	31.9%

Uppercase Letter

Value	Count	Frequency (%)
L	8	12.9%
S	7	11.3%
T	6	9.7%
M	6	9.7%
I	6	9.7%
D	3	4.8%
O	3	4.8%
E	3	4.8%
C	3	4.8%
H	2	3.2%
Other values (11)	15	24.2%

Decimal Number

Value	Count	Frequency (%)
2	8	22.2%
0	7	19.4%
1	5	13.9%
7	5	13.9%
8	3	8.3%
5	3	8.3%
3	3	8.3%
6	1	2.8%
4	1	2.8%

Other Punctuation

Value	Count	Frequency (%)
.	37	37.4%
!	22	22.2%
;	14	14.1%
:	12	12.1%
'	6	6.1%
@	4	4.0%
#	3	3.0%
*	1	1.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	92.3%
]	1	7.7%

Open Punctuation

Value	Count	Frequency (%)
(	9	90.0%
[	1	10.0%

Math Symbol

Value	Count	Frequency (%)
~	3	75.0%
+	1	25.0%

Space Separator

Value	Count	Frequency (%)
	452	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Other Symbol

Value	Count	Frequency (%)
◐	4	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	910	37.6%
Latin	878	36.3%
Common	632	26.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
다	30	3.3%
니	24	2.6%
ㅡ	22	2.4%
는	20	2.2%
의	19	2.1%
하	15	1.6%
이	15	1.6%
구	13	1.4%
지	12	1.3%
있	12	1.3%
Other values (253)	728	80.0%

Latin

Value	Count	Frequency (%)
a	80	9.1%
e	75	8.5%
t	65	7.4%
o	57	6.5%
i	53	6.0%
u	51	5.8%
l	50	5.7%
n	47	5.4%
s	40	4.6%
c	38	4.3%
Other values (36)	322	36.7%

Common

Value	Count	Frequency (%)
	452	71.5%
.	37	5.9%
!	22	3.5%
;	14	2.2%
)	12	1.9%
:	12	1.9%
-	11	1.7%
(	9	1.4%
2	8	1.3%
0	7	1.1%
Other values (18)	48	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1505	62.2%
Hangul	888	36.7%
Compat Jamo	22	0.9%
Geometric Shapes	4	0.2%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	452	30.0%
a	80	5.3%
e	75	5.0%
t	65	4.3%
o	57	3.8%
i	53	3.5%
u	51	3.4%
l	50	3.3%
n	47	3.1%
s	40	2.7%
Other values (62)	535	35.5%

Hangul

Value	Count	Frequency (%)
다	30	3.4%
니	24	2.7%
는	20	2.3%
의	19	2.1%
하	15	1.7%
이	15	1.7%
구	13	1.5%
지	12	1.4%
있	12	1.4%
음	12	1.4%
Other values (252)	716	80.6%

Compat Jamo

Value	Count	Frequency (%)
ㅡ	22	100.0%

Geometric Shapes

Value	Count	Frequency (%)
◐	4	100.0%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

역량평가채널생성일자
Date

UNIQUE

Distinct	24
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

Minimum	2010-03-19 00:00:00
Maximum	2018-12-30 00:00:00

Histogram

Histogram with fixed size bins (bins=24)

역량별그룹할당
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	12.5%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

MACRO	16
MICRO	6
MEGA	2

Length

Max length	5
Median length	5
Mean length	4.9166667
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MACRO
2nd row	MACRO
3rd row	MACRO
4th row	MICRO
5th row	MACRO

Common Values

Value	Count	Frequency (%)
MACRO	16	66.7%
MICRO	6	25.0%
MEGA	2	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
macro	16	66.7%
micro	6	25.0%
mega	2	8.3%

그룹내채널수
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

1467	15
1058	6
193	2
1470	1

Length

Max length	4
Median length	4
Mean length	3.9166667
Min length	3

Unique

Unique	1 ?
Unique (%)	4.2%

Sample

1st row	1470
2nd row	1467
3rd row	1467
4th row	1058
5th row	1467

Common Values

Value	Count	Frequency (%)
1467	15	62.5%
1058	6	25.0%
193	2	8.3%
1470	1	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1467	15	62.5%
1058	6	25.0%
193	2	8.3%
1470	1	4.2%

그룹내구독자순위
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	24
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	745.58333

Minimum	118
Maximum	1420
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	348.0 B

Quantile statistics

Minimum	118
5-th percentile	136.1
Q1	544.25
median	765.5
Q3	921.5
95-th percentile	1403.55
Maximum	1420
Range	1302
Interquartile range (IQR)	377.25

Descriptive statistics

Standard deviation	408.29336
Coefficient of variation (CV)	0.547616
Kurtosis	-0.79936875
Mean	745.58333
Median Absolute Deviation (MAD)	232.5
Skewness	0.062487536
Sum	17894
Variance	166703.47
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
869	1	4.2%
614	1	4.2%
707	1	4.2%
118	1	4.2%
1248	1	4.2%
643	1	4.2%
148	1	4.2%
285	1	4.2%
813	1	4.2%
755	1	4.2%
Other values (14)	14	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
118	1	4.2%
134	1	4.2%
148	1	4.2%
172	1	4.2%
285	1	4.2%
335	1	4.2%
614	1	4.2%
641	1	4.2%
643	1	4.2%
646	1	4.2%

Value	Count	Frequency (%)
1420	1	4.2%
1416	1	4.2%
1333	1	4.2%
1290	1	4.2%
1248	1	4.2%
1079	1	4.2%
869	1	4.2%
864	1	4.2%
813	1	4.2%
809	1	4.2%

그룹내조회수순위
Real number (ℝ)

HIGH CORRELATION

Distinct	23
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	703.45833

Minimum	32
Maximum	1447
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	348.0 B

Quantile statistics

Minimum	32
5-th percentile	107.3
Q1	326.25
median	734.5
Q3	1001
95-th percentile	1424.55
Maximum	1447
Range	1415
Interquartile range (IQR)	674.75

Descriptive statistics

Standard deviation	453.04064
Coefficient of variation (CV)	0.64401916
Kurtosis	-1.1059021
Mean	703.45833
Median Absolute Deviation (MAD)	325.5
Skewness	0.15264273
Sum	16883
Variance	205245.82
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
487	2	8.3%
109	1	4.2%
816	1	4.2%
32	1	4.2%
1338	1	4.2%
170	1	4.2%
122	1	4.2%
985	1	4.2%
868	1	4.2%
478	1	4.2%
Other values (13)	13	54.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	1	4.2%
107	1	4.2%
109	1	4.2%
122	1	4.2%
170	1	4.2%
276	1	4.2%
343	1	4.2%
478	1	4.2%
487	2	8.3%
548	1	4.2%

Value	Count	Frequency (%)
1447	1	4.2%
1428	1	4.2%
1405	1	4.2%
1338	1	4.2%
1071	1	4.2%
1049	1	4.2%
985	1	4.2%
929	1	4.2%
908	1	4.2%
868	1	4.2%

그룹내좋아요순위
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	24
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	675.33333

Minimum	38
Maximum	1436
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	348.0 B

Quantile statistics

Minimum	38
5-th percentile	82.25
Q1	153.25
median	729.5
Q3	987
95-th percentile	1411.45
Maximum	1436
Range	1398
Interquartile range (IQR)	833.75

Descriptive statistics

Standard deviation	466.8325
Coefficient of variation (CV)	0.69126233
Kurtosis	-1.2892096
Mean	675.33333
Median Absolute Deviation (MAD)	423
Skewness	0.070328167
Sum	16208
Variance	217932.58
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
533	1	4.2%
682	1	4.2%
777	1	4.2%
38	1	4.2%
1195	1	4.2%
865	1	4.2%
141	1	4.2%
74	1	4.2%
977	1	4.2%
824	1	4.2%
Other values (14)	14	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
38	1	4.2%
74	1	4.2%
129	1	4.2%
132	1	4.2%
141	1	4.2%
142	1	4.2%
157	1	4.2%
159	1	4.2%
533	1	4.2%
561	1	4.2%

Value	Count	Frequency (%)
1436	1	4.2%
1417	1	4.2%
1380	1	4.2%
1195	1	4.2%
1110	1	4.2%
1017	1	4.2%
977	1	4.2%
954	1	4.2%
930	1	4.2%
865	1	4.2%

역량평가
Real number (ℝ)

HIGH CORRELATION

Distinct	23
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	647

Minimum	11
Maximum	1431
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	348.0 B

Quantile statistics

Minimum	11
5-th percentile	62
Q1	231.5
median	677.5
Q3	974
95-th percentile	1407.9
Maximum	1431
Range	1420
Interquartile range (IQR)	742.5

Descriptive statistics

Standard deviation	462.06615
Coefficient of variation (CV)	0.71416716
Kurtosis	-1.1218083
Mean	647
Median Absolute Deviation (MAD)	400
Skewness	0.29697362
Sum	15528
Variance	213505.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
974	2	8.3%
250	1	4.2%
719	1	4.2%
789	1	4.2%
11	1	4.2%
1257	1	4.2%
696	1	4.2%
134	1	4.2%
96	1	4.2%
684	1	4.2%
Other values (13)	13	54.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	1	4.2%
56	1	4.2%
96	1	4.2%
115	1	4.2%
134	1	4.2%
176	1	4.2%
250	1	4.2%
302	1	4.2%
387	1	4.2%
462	1	4.2%

Value	Count	Frequency (%)
1431	1	4.2%
1410	1	4.2%
1396	1	4.2%
1257	1	4.2%
1102	1	4.2%
974	2	8.3%
959	1	4.2%
789	1	4.2%
719	1	4.2%
696	1	4.2%

홍보지수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	17
Distinct (%)	100.0%
Missing	7
Missing (%)	29.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.9464706

Minimum	0.13
Maximum	20.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	348.0 B

Quantile statistics

Minimum	0.13
5-th percentile	0.762
Q1	2.13
median	6.53
Q3	11.17
95-th percentile	18.956
Maximum	20.5
Range	20.37
Interquartile range (IQR)	9.04

Descriptive statistics

Standard deviation	6.4520306
Coefficient of variation (CV)	0.81193664
Kurtosis	-0.587589
Mean	7.9464706
Median Absolute Deviation (MAD)	4.5
Skewness	0.75640052
Sum	135.09
Variance	41.628699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
18.57	1	4.2%
1.54	1	4.2%
20.5	1	4.2%
0.92	1	4.2%
6.53	1	4.2%
2.13	1	4.2%
17.04	1	4.2%
0.13	1	4.2%
5.97	1	4.2%
4.68	1	4.2%
Other values (7)	7	29.2%
(Missing)	7	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.13	1	4.2%
0.92	1	4.2%
1.54	1	4.2%
2.03	1	4.2%
2.13	1	4.2%
4.68	1	4.2%
5.64	1	4.2%
5.97	1	4.2%
6.53	1	4.2%
6.96	1	4.2%

Value	Count	Frequency (%)
20.5	1	4.2%
18.57	1	4.2%
17.04	1	4.2%
15.64	1	4.2%
11.17	1	4.2%
8.02	1	4.2%
7.62	1	4.2%
6.96	1	4.2%
6.53	1	4.2%
5.97	1	4.2%

최근6개월
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	12
Distinct (%)	70.6%
Missing	7
Missing (%)	29.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.7647059

Minimum	-11
Maximum	39
Zeros	2
Zeros (%)	8.3%
Negative	6
Negative (%)	25.0%
Memory size	348.0 B

Quantile statistics

Minimum	-11
5-th percentile	-8.6
Q1	-3
median	2
Q3	3
95-th percentile	30.2
Maximum	39
Range	50
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	13.51633
Coefficient of variation (CV)	2.8367606
Kurtosis	1.8368129
Mean	4.7647059
Median Absolute Deviation (MAD)	3
Skewness	1.5941512
Sum	81
Variance	182.69118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	3	12.5%
-3	2	8.3%
0	2	8.3%
3	2	8.3%
39	1	4.2%
27	1	4.2%
-4	1	4.2%
-8	1	4.2%
28	1	4.2%
-11	1	4.2%
Other values (2)	2	8.3%
(Missing)	7	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11	1	4.2%
-8	1	4.2%
-4	1	4.2%
-3	2	8.3%
-1	1	4.2%
0	2	8.3%
2	3	12.5%
3	2	8.3%
5	1	4.2%
27	1	4.2%

Value	Count	Frequency (%)
39	1	4.2%
28	1	4.2%
27	1	4.2%
5	1	4.2%
3	2	8.3%
2	3	12.5%
0	2	8.3%
-1	1	4.2%
-3	2	8.3%
-4	1	4.2%

최초6개월
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

<NA>	9
1	6
0	5
-1	4

Length

Max length	4
Median length	2
Mean length	2.2916667
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	-1
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	9	37.5%
1	6	25.0%
0	5	20.8%
-1	4	16.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10	41.7%
na	9	37.5%
0	5	20.8%

상호작용정도1개월
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	12.5%
Missing	0
Missing (%)	0.0%
Memory size	324.0 B

0	20
1	3
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	4.2%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20	83.3%
1	3	12.5%
3	1	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	20	83.3%
1	3	12.5%
3	1	4.2%

그룹내홍보지수표준점수
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	16
Distinct (%)	94.1%
Missing	7
Missing (%)	29.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.041764706

Minimum	-0.53
Maximum	0.79
Zeros	1
Zeros (%)	4.2%
Negative	9
Negative (%)	37.5%
Memory size	348.0 B

Quantile statistics

Minimum	-0.53
5-th percentile	-0.506
Q1	-0.29
median	-0.01
Q3	0.28
95-th percentile	0.742
Maximum	0.79
Range	1.32
Interquartile range (IQR)	0.57

Descriptive statistics

Standard deviation	0.43396767
Coefficient of variation (CV)	10.390775
Kurtosis	-0.82823387
Mean	0.041764706
Median Absolute Deviation (MAD)	0.29
Skewness	0.51592221
Sum	0.71
Variance	0.18832794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0.73	2	8.3%
-0.38	1	4.2%
-0.23	1	4.2%
0.5	1	4.2%
-0.53	1	4.2%
0.05	1	4.2%
-0.5	1	4.2%
0.79	1	4.2%
-0.01	1	4.2%
-0.29	1	4.2%
Other values (6)	6	25.0%
(Missing)	7	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.53	1	4.2%
-0.5	1	4.2%
-0.43	1	4.2%
-0.38	1	4.2%
-0.29	1	4.2%
-0.23	1	4.2%
-0.1	1	4.2%
-0.02	1	4.2%
-0.01	1	4.2%
0.0	1	4.2%

Value	Count	Frequency (%)
0.79	1	4.2%
0.73	2	8.3%
0.5	1	4.2%
0.28	1	4.2%
0.12	1	4.2%
0.05	1	4.2%
0.0	1	4.2%
-0.01	1	4.2%
-0.02	1	4.2%
-0.1	1	4.2%

최근6개월표준점수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	18
Distinct (%)	90.0%
Missing	4
Missing (%)	16.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.0715

Minimum	-24.53
Maximum	25.53
Zeros	0
Zeros (%)	0.0%
Negative	8
Negative (%)	33.3%
Memory size	348.0 B

Quantile statistics

Minimum	-24.53
5-th percentile	-10.185
Q1	-3.415
median	1.415
Q3	10.5425
95-th percentile	25.53
Maximum	25.53
Range	50.06
Interquartile range (IQR)	13.9575

Descriptive statistics

Standard deviation	13.061282
Coefficient of variation (CV)	3.207978
Kurtosis	0.054561676
Mean	4.0715
Median Absolute Deviation (MAD)	6.425
Skewness	0.11520999
Sum	81.43
Variance	170.5971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
25.53	3	12.5%
3.33	1	4.2%
-9.43	1	4.2%
16.64	1	4.2%
2.33	1	4.2%
8.51	1	4.2%
5.77	1	4.2%
-3.97	1	4.2%
-3.23	1	4.2%
7.83	1	4.2%
Other values (8)	8	33.3%
(Missing)	4	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-24.53	1	4.2%
-9.43	1	4.2%
-8.83	1	4.2%
-5.02	1	4.2%
-3.97	1	4.2%
-3.23	1	4.2%
-2.16	1	4.2%
-1.49	1	4.2%
0.43	1	4.2%
0.5	1	4.2%

Value	Count	Frequency (%)
25.53	3	12.5%
18.16	1	4.2%
16.64	1	4.2%
8.51	1	4.2%
7.83	1	4.2%
5.77	1	4.2%
3.33	1	4.2%
2.33	1	4.2%
0.5	1	4.2%
0.43	1	4.2%

최초6개월표준점수
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	79.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21083333

Minimum	-8.63
Maximum	8.46
Zeros	0
Zeros (%)	0.0%
Negative	4
Negative (%)	16.7%
Memory size	348.0 B

Quantile statistics

Minimum	-8.63
5-th percentile	-0.4305
Q1	0.01
median	0.12
Q3	0.2275
95-th percentile	2.4725
Maximum	8.46
Range	17.09
Interquartile range (IQR)	0.2175

Descriptive statistics

Standard deviation	2.5902945
Coefficient of variation (CV)	12.285982
Kurtosis	10.085946
Mean	0.21083333
Median Absolute Deviation (MAD)	0.11
Skewness	-0.31031553
Sum	5.06
Variance	6.7096254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.12	4	16.7%
0.01	3	12.5%
0.16	1	4.2%
2.72	1	4.2%
0.03	1	4.2%
-0.45	1	4.2%
0.1	1	4.2%
1.07	1	4.2%
0.09	1	4.2%
-0.03	1	4.2%
Other values (9)	9	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8.63	1	4.2%
-0.45	1	4.2%
-0.32	1	4.2%
-0.03	1	4.2%
0.01	3	12.5%
0.03	1	4.2%
0.05	1	4.2%
0.09	1	4.2%
0.1	1	4.2%
0.12	4	16.7%

Value	Count	Frequency (%)
8.46	1	4.2%
2.72	1	4.2%
1.07	1	4.2%
0.43	1	4.2%
0.27	1	4.2%
0.25	1	4.2%
0.22	1	4.2%
0.16	1	4.2%
0.13	1	4.2%
0.12	4	16.7%

상호작용도1개월표준점수
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	37.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.086666667

Minimum	-0.17
Maximum	0.43
Zeros	0
Zeros (%)	0.0%
Negative	23
Negative (%)	95.8%
Memory size	348.0 B

Quantile statistics

Minimum	-0.17
5-th percentile	-0.17
Q1	-0.17
median	-0.11
Q3	-0.04
95-th percentile	-0.023
Maximum	0.43
Range	0.6
Interquartile range (IQR)	0.13

Descriptive statistics

Standard deviation	0.12440001
Coefficient of variation (CV)	-1.4353847
Kurtosis	13.484957
Mean	-0.086666667
Median Absolute Deviation (MAD)	0.06
Skewness	3.2838006
Sum	-2.08
Variance	0.015475362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
-0.17	9	37.5%
-0.04	6	25.0%
-0.14	2	8.3%
-0.09	2	8.3%
-0.05	1	4.2%
-0.02	1	4.2%
-0.13	1	4.2%
-0.08	1	4.2%
0.43	1	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.17	9	37.5%
-0.14	2	8.3%
-0.13	1	4.2%
-0.09	2	8.3%
-0.08	1	4.2%
-0.05	1	4.2%
-0.04	6	25.0%
-0.02	1	4.2%
0.43	1	4.2%

Value	Count	Frequency (%)
0.43	1	4.2%
-0.02	1	4.2%
-0.04	6	25.0%
-0.05	1	4.2%
-0.08	1	4.2%
-0.09	2	8.3%
-0.13	1	4.2%
-0.14	2	8.3%
-0.17	9	37.5%

Heatmap
Table

	역량평가채널ID	역량평가채널명	역량평가수집일자	역량평가채널설명	역량평가채널생성일자	역량별그룹할당	그룹내채널수	그룹내구독자순위	그룹내조회수순위	그룹내좋아요순위	역량평가	홍보지수	최근6개월	최초6개월	상호작용정도1개월	그룹내홍보지수표준점수	최근6개월표준점수	최초6개월표준점수	상호작용도1개월표준점수
역량평가채널ID	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
역량평가채널명	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
역량평가수집일자	1.000	1.000	1.000	1.000	1.000	0.000	1.000	0.000	0.000	0.178	0.527	0.000	1.000	NaN	0.000	0.000	0.000	0.000	0.000
역량평가채널설명	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
역량평가채널생성일자	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
역량별그룹할당	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.424	0.886	0.555	0.634	0.385	0.363	0.367	0.000	0.785	0.617	0.000	0.725
그룹내채널수	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.596	0.646	0.643	0.101	0.749	0.367	0.000	0.825	0.573	0.000	0.903
그룹내구독자순위	1.000	1.000	0.000	1.000	1.000	0.424	0.000	1.000	0.730	0.968	0.832	0.751	0.000	0.795	0.446	0.448	0.529	0.786	0.683
그룹내조회수순위	1.000	1.000	0.000	1.000	1.000	0.886	0.596	0.730	1.000	0.871	0.902	0.000	0.000	0.488	0.000	0.768	0.434	0.698	0.464
그룹내좋아요순위	1.000	1.000	0.178	1.000	1.000	0.555	0.646	0.968	0.871	1.000	0.926	0.000	0.000	0.681	0.000	0.386	0.758	0.689	0.000
역량평가	1.000	1.000	0.527	1.000	1.000	0.634	0.643	0.832	0.902	0.926	1.000	0.148	0.000	0.660	0.000	0.862	0.650	0.000	0.284
홍보지수	1.000	1.000	0.000	1.000	1.000	0.385	0.101	0.751	0.000	0.000	0.148	1.000	0.547	0.000	0.828	0.794	0.000	0.000	0.732
최근6개월	1.000	1.000	1.000	1.000	1.000	0.363	0.749	0.000	0.000	0.000	0.000	0.547	1.000	0.596	0.000	0.664	0.000	0.611	0.000
최초6개월	1.000	1.000	NaN	1.000	1.000	0.367	0.367	0.795	0.488	0.681	0.660	0.000	0.596	1.000	0.063	0.000	0.732	0.000	0.000
상호작용정도1개월	1.000	1.000	0.000	1.000	1.000	0.000	0.000	0.446	0.000	0.000	0.000	0.828	0.000	0.063	1.000	0.171	0.000	0.000	0.691
그룹내홍보지수표준점수	1.000	1.000	0.000	1.000	1.000	0.785	0.825	0.448	0.768	0.386	0.862	0.794	0.664	0.000	0.171	1.000	0.595	0.576	0.639
최근6개월표준점수	1.000	1.000	0.000	1.000	1.000	0.617	0.573	0.529	0.434	0.758	0.650	0.000	0.000	0.732	0.000	0.595	1.000	0.043	0.000
최초6개월표준점수	1.000	1.000	0.000	1.000	1.000	0.000	0.000	0.786	0.698	0.689	0.000	0.000	0.611	0.000	0.000	0.576	0.043	1.000	0.000
상호작용도1개월표준점수	1.000	1.000	0.000	1.000	1.000	0.725	0.903	0.683	0.464	0.000	0.284	0.732	0.000	0.000	0.691	0.639	0.000	0.000	1.000

Heatmap
Table

	상호작용정도1개월	최초6개월	역량평가수집일자	그룹내채널수	역량별그룹할당
상호작용정도1개월	1.000	0.000	0.000	0.000	0.000
최초6개월	0.000	1.000	1.000	0.078	0.078
역량평가수집일자	0.000	1.000	1.000	0.953	0.000
그룹내채널수	0.000	0.078	0.953	1.000	0.976
역량별그룹할당	0.000	0.078	0.000	0.976	1.000

Heatmap
Table

	그룹내구독자순위	그룹내조회수순위	그룹내좋아요순위	역량평가	홍보지수	최근6개월	그룹내홍보지수표준점수	최근6개월표준점수	최초6개월표준점수	상호작용도1개월표준점수	역량평가수집일자	역량별그룹할당	그룹내채널수	최초6개월	상호작용정도1개월
그룹내구독자순위	1.000	0.894	0.876	0.804	-0.721	0.004	-0.613	0.367	0.345	-0.491	0.000	0.235	0.000	0.530	0.254
그룹내조회수순위	0.894	1.000	0.944	0.943	-0.838	-0.131	-0.779	0.355	0.289	-0.503	0.000	0.511	0.351	0.256	0.000
그룹내좋아요순위	0.876	0.944	1.000	0.932	-0.826	-0.167	-0.726	0.437	0.251	-0.527	0.000	0.351	0.277	0.459	0.000
역량평가	0.804	0.943	0.932	1.000	-0.797	-0.303	-0.692	0.364	0.164	-0.461	0.302	0.374	0.351	0.375	0.000
홍보지수	-0.721	-0.838	-0.826	-0.797	1.000	0.143	0.927	0.088	-0.167	0.309	0.000	0.183	0.000	0.000	0.664
최근6개월	0.004	-0.131	-0.167	-0.303	0.143	1.000	0.180	0.144	0.121	0.075	0.856	0.000	0.516	0.455	0.000
그룹내홍보지수표준점수	-0.613	-0.779	-0.726	-0.692	0.927	0.180	1.000	0.024	-0.209	0.492	0.000	0.549	0.381	0.000	0.000
최근6개월표준점수	0.367	0.355	0.437	0.364	0.088	0.144	0.024	1.000	0.186	-0.471	0.000	0.434	0.371	0.502	0.000
최초6개월표준점수	0.345	0.289	0.251	0.164	-0.167	0.121	-0.209	0.186	1.000	-0.652	0.000	0.000	0.000	0.000	0.000
상호작용도1개월표준점수	-0.491	-0.503	-0.527	-0.461	0.309	0.075	0.492	-0.471	-0.652	1.000	0.000	0.748	0.588	0.000	0.705
역량평가수집일자	0.000	0.000	0.000	0.302	0.000	0.856	0.000	0.000	0.000	0.000	1.000	0.000	0.953	1.000	0.000
역량별그룹할당	0.235	0.511	0.351	0.374	0.183	0.000	0.549	0.434	0.000	0.748	0.000	1.000	0.976	0.078	0.000
그룹내채널수	0.000	0.351	0.277	0.351	0.000	0.516	0.381	0.371	0.000	0.588	0.953	0.976	1.000	0.078	0.000
최초6개월	0.530	0.256	0.459	0.375	0.000	0.455	0.000	0.502	0.000	0.000	1.000	0.078	0.078	1.000	0.000
상호작용정도1개월	0.254	0.000	0.000	0.000	0.664	0.000	0.000	0.000	0.000	0.705	0.000	0.000	0.000	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	역량평가채널ID	역량평가채널명	역량평가수집일자	역량평가채널설명	역량평가채널생성일자	역량별그룹할당	그룹내채널수	그룹내구독자순위	그룹내조회수순위	그룹내좋아요순위	역량평가	홍보지수	최근6개월	최초6개월	상호작용정도1개월	그룹내홍보지수표준점수	최근6개월표준점수	최초6개월표준점수	상호작용도1개월표준점수
0	UC0hk2D145ogyBYMKjylWkkw	신속	2021-02-01	게임에 진심인 남자	2013-03-16	MACRO	1470	869	487	533	250	5.97	39	<NA>	0	-0.01	7.83	0.16	-0.14
1	UC1r112Pr9Ngcg2NtcE946HQ	맛상무	2021-02-28	술상무 아닙니다. 대신 맛봐 드리는 맛상무 입니다. 맛있는음식; 즐거움; 감동이 있는 채널입니다	2015-12-22	MACRO	1467	134	109	142	56	18.57	27	<NA>	1	0.73	0.5	0.12	-0.05
2	UC1dMe0fYTM4r9mNQc9v1ziA	Saehyeon세현	2021-02-28	뷰티와 일상을 기록하는 유튜버 세현입니다 비즈니스 문의- saehyeon031105@gmail.com 으로 주시면 감사하겠습니다!	2018-12-30	MACRO	1467	1416	1405	1380	1396	<NA>	<NA>	-1	0	<NA>	25.53	0.27	-0.17
3	UC0ru5w57PyGpbsEKwN4LuwA	재민정	2021-02-28	<NA>	2013-05-13	MICRO	1058	864	908	954	974	<NA>	<NA>	<NA>	0	<NA>	<NA>	0.01	-0.04
4	UC270ueFEsQ21S26TYI_9yVA	야신야덕	2021-02-28	야구 유튜브 채널! 야구 유튜버 빡코가 야구와 다양한 스포츠를 함께 다루고 있습니다:) 여러분 기상천외한 아이디어와 창의력으로 스포츠를 즐겨봅시다! 구독부탁드려요~~:) #스포츠 #운동 #야구	2018-06-27	MACRO	1467	641	276	561	462	8.02	-3	0	0	0.12	-2.16	-8.63	-0.14
5	UC1LYenGeHKq2IgfWgMivHYA	황금통로	2021-02-28	유준호의 능력자 강산이	2013-09-29	MACRO	1467	1333	1447	1436	1431	<NA>	<NA>	<NA>	0	<NA>	25.53	0.12	-0.17
6	UC3Yu8k-RiBeP0simFuOARJQ	YumyTV 여미티비	2021-02-28	YumyTV 여미티비 카메라를 좋아하는 테크 유튜버; 쉬운 언어로 누구나 즐길 수 있는 영상을 만들고 공유합니다.	2018-04-19	MACRO	1467	1079	1049	1017	671	2.03	2	1	0	-0.43	-8.83	8.46	-0.17
7	UC3kgosidfK3i_47Q2otmmGw	룰루랄라 뮤직-Lululala Music	2021-02-28	일상이 즐거워지는 오늘의 음악 룰루랄라 뮤직(Lululala Music)은 스튜디오 룰루랄라(Studio Lululala)의 음악 채널입니다. 구독하면 룰루랄라 뮤직의 콘텐츠를 가장 먼저! 확인할 수 있습니다 :D NOW On-Air [히든트랙2] 매주 목요일 6시! 익숙하지만 새로운 즐거움; JTBC 디지털 스튜디오 룰루랄라 (studio lululala) * 비즈니스 문의: lululala.ad@jtbc.co.kr Today’s playlist that makes my day. LuluLala Music is the music channel by Studio LuluLala. Set up a subscription + alarm and be the first to meet the contents of LuluLala Music :)	2018-07-02	MACRO	1467	646	548	159	477	7.62	0	1	0	-0.02	-24.53	0.22	-0.17
8	UC5DM0obdv6w2xXFQFDPra8A	Nektwork	2021-02-28	넥티즌 멤버십에 가입해 보세요! https:www.youtube.comchannelUC5DM... 넥트워크 음악 채널에 오신것을 환영합니다! 이 채널은 넥트워크가 손수 만든 음악이 올라오는 채널로 EDM 장르 위주로 공개되는 음악을 기준으로 뻗어나가는 다양한 음악 컨텐츠를 만나 볼 수 있습니다. 이 채널과 음악이 마음에 드신다면 '구독하기' 와 '알람' 버튼을 눌러주세요! 새로운 음악 컨텐츠를 누구보다 빠르게 접하실 수 있습니다. YouTube youtube.comcnektwork Soundcloud soundcloud.comnektwork	2015-02-04	MACRO	1467	1290	1071	1110	1102	<NA>	-4	-1	0	<NA>	18.16	0.25	-0.17
9	UC60Z87qoAFcpZME6mPGpIFQ	다정다감	2021-02-28	안녕하세요! 다정다감이에요 영상은 매주 일요일에 업로드 됩니다! . . Instagram(인스타그램) : dajeong_423_ E-mail(이메일) : dajeong8205@naver.com	2018-12-18	MACRO	1467	1420	1428	1417	1410	<NA>	<NA>	-1	0	<NA>	25.53	0.13	-0.17

	역량평가채널ID	역량평가채널명	역량평가수집일자	역량평가채널설명	역량평가채널생성일자	역량별그룹할당	그룹내채널수	그룹내구독자순위	그룹내조회수순위	그룹내좋아요순위	역량평가	홍보지수	최근6개월	최초6개월	상호작용정도1개월	그룹내홍보지수표준점수	최근6개월표준점수	최초6개월표준점수	상호작용도1개월표준점수
14	UC83l21B4HarJD4X9Bq3zmmw	전략물자관리원	2021-02-28	국민에게 신뢰받는 무역안보 플랫폼 전략물자관리원 공식 채널입니다.	2015-02-02	MICRO	1058	776	929	930	959	<NA>	<NA>	<NA>	0	<NA>	<NA>	0.01	-0.04
15	UC2IYsRiATGe71sLIOlSXGuw	흑열전구	2021-02-28	게임의 모든 것; 흑열전구 채널 입니다;	2012-12-02	MACRO	1467	779	478	578	176	5.64	-1	<NA>	1	-0.1	-3.23	0.12	-0.08
16	UCA5AgXSjOanrPcp-FKJ52mg	개주부	2021-02-28	3마리의 반려견과 함께하는 개주부들의 일상	2018-11-28	MICRO	1058	755	868	824	684	<NA>	<NA>	1	0	<NA>	<NA>	-0.32	-0.04
17	UCA6GLF0zq1Sl_Y-AgVOEzNw	패션센터중구	2021-02-28	서울의 중심 패션의 중심 중구의류패션지원센터 'JFC'는 중구패션산업 활성화와 글로벌 패션인의 육성을 위해 공용재단실 운영; 브랜드 협업; 환경조성 사업; 워크숍; 등 지원을 제공하고 있습니다.	2018-09-28	MICRO	1058	813	985	977	974	0.13	<NA>	<NA>	0	-0.38	<NA>	-0.03	-0.04
18	UC2MgNh831KCMuYkK7u8C2dg	꽃핀	2021-02-28	<NA>	2013-08-30	MACRO	1467	285	122	74	96	17.04	3	<NA>	3	0.79	-3.97	0.12	0.43
19	UC1O0TFY6UMY2RgfrGymiwIw	Changmakeup	2021-02-28	Hiiii ~ I am Trang Ngo and I am Vietnamese. I have a huge love for lipsticks and I really want to share it with you guys by uploading swatch and review videos. Hope it helps! If you love lipsticks; makeup and beauty tips then you are at the right place. Please subscribe my channel if you want to see more; weeheee	2010-03-19	MEGA	193	148	170	141	134	2.13	0	-1	0	-0.5	5.77	0.09	-0.09
20	UCCq9w9rG51vZxWPxLNB04mQ	EBS Learning	2021-02-28	- Supplement school education for college entrance exam - Supplement primary and middle school education and job training - English education 대한민국 국가대표 수능강의를 비롯하여 공교육보완을 위한 초중학 교육 콘텐츠를 제공합니다.	2012-11-19	MACRO	1467	643	487	865	696	6.53	3	1	0	0.05	8.51	1.07	-0.17
21	UCE1W2qzBKS8HgBJhiIac0Xw	다정하게DAJUNG	2021-02-28	지구에 얹혀 사는 여자사람; 당신의 곁에서 늘 다정하게 vlog; interior	2018-10-18	MACRO	1467	1248	1338	1195	1257	0.92	2	1	0	-0.53	2.33	0.1	-0.17
22	UCEPuItFWOOJ2o5hTu65NlEg	태경 TV	2021-02-28	17살 남고생 태경 18살 여고생 쁘허 평일 2시 주말 2시!!! (변경) 일요일은 쉽니당!!! 태쁘 데이트의 날 태쁘커플 노는곳입니다 태둥이 태싹이 모두 안녕	2014-05-29	MEGA	193	118	32	38	11	20.5	5	0	0	0.5	16.64	-0.45	-0.09
23	UCEeyt5KFgG4P-Qu3SAmbYHg	금산군	2021-02-28	<NA>	2018-03-28	MICRO	1058	707	816	777	789	1.54	2	1	0	-0.23	-9.43	0.03	-0.04

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Dash Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Space Separator

Dash Punctuation

Other Symbol

Connector Punctuation

Final Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Compat Jamo

Geometric Shapes

Punctuation

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values