gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	2757
Missing cells	3589
Missing cells (%)	7.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	390.5 KiB
Average record size in memory	145.0 B

Variable types

Text	6
Categorical	2
Numeric	9

Dataset

Description	한국연구재단의 한국학술지인용색인(KCI) 시스템정보입니다. 컬럼명은 ISSN , 학술지명, 발행기관 , 논문수, 피인용횟수 등 여러 자료를 나타내고 있습니다
URL	https://www.data.go.kr/data/3049380/fileData.do

Alerts

`한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)` is highly overall correlated with `한국학술지인용색인 영향력지수 (2년)` and 1 other fields	High correlation
`한국학술지인용색인 영향력지수 (2년)` is highly overall correlated with `한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)` and 4 other fields	High correlation
`자기인용제외 IF (2년)` is highly overall correlated with `한국학술지인용색인 영향력지수 (2년)` and 4 other fields	High correlation
`중심성 지수(3년)` is highly overall correlated with `한국학술지인용색인 영향력지수 (2년)` and 3 other fields	High correlation
`즉시성지수` is highly overall correlated with `한국학술지인용색인 영향력지수 (2년)` and 3 other fields	High correlation
`자기인용 비율(2년)` is highly overall correlated with `자기인용제외 IF (2년)` and 1 other fields	High correlation
`논문수(2년)` is highly overall correlated with `피인용횟수(2년)`	High correlation
`피인용횟수(2년)` is highly overall correlated with `한국학술지인용색인 영향력지수 (2년)` and 3 other fields	High correlation
`웹오브사이언스 피인용횟수(2년)` is highly overall correlated with `한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)`	High correlation
`등재정보` is highly imbalanced (76.4%)	Imbalance
`국제표준연속 간행물 번호` has 73 (2.6%) missing values	Missing
`학술지명 외국어` has 278 (10.1%) missing values	Missing
`발행기관 영문` has 268 (9.7%) missing values	Missing
`한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)` has 2621 (95.1%) missing values	Missing
`한국학술지인용색인 영향력지수 (2년)` has 95 (3.4%) missing values	Missing
`자기인용제외 IF (2년)` has 95 (3.4%) missing values	Missing
`중심성 지수(3년)` has 58 (2.1%) missing values	Missing
`자기인용 비율(2년)` has 95 (3.4%) missing values	Missing
`피인용횟수(2년)` is highly skewed (γ1 = 20.91635017)	Skewed
`자기인용제외 IF (2년)` has 48 (1.7%) zeros	Zeros
`즉시성지수` has 366 (13.3%) zeros	Zeros
`자기인용 비율(2년)` has 235 (8.5%) zeros	Zeros
`논문수(2년)` has 93 (3.4%) zeros	Zeros
`피인용횟수(2년)` has 158 (5.7%) zeros	Zeros
`웹오브사이언스 피인용횟수(2년)` has 2621 (95.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 23:35:10.124695
Analysis finished	2023-12-11 23:35:21.340642
Duration	11.22 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

국제표준연속 간행물 번호
Text

MISSING

Distinct	2682
Distinct (%)	99.9%
Missing	73
Missing (%)	2.6%
Memory size	21.7 KiB

Length

Max length	8
Median length	8
Mean length	7.9873323
Min length	6

Characters and Unicode

Total characters	21438
Distinct characters	12
Distinct categories	3 ?
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	2680 ?
Unique (%)	99.9%

Sample

1st row	12297569
2nd row	26358875
3rd row	20051298
4th row	22348646
5th row	25088262

Value	Count	Frequency (%)
12259489	2	0.1%
12299154	2	0.1%
12293288	1	< 0.1%
22884467	1	< 0.1%
12266655	1	< 0.1%
23838892	1	< 0.1%
1226363x	1	< 0.1%
15982351	1	< 0.1%
17386098	1	< 0.1%
22875778	1	< 0.1%
Other values (2672)	2672	99.6%

Most occurring characters

Value	Count	Frequency (%)
2	4174	19.5%
1	2897	13.5%
9	2155	10.1%
8	2052	9.6%
5	2008	9.4%
3	1729	8.1%
7	1724	8.0%
6	1719	8.0%
0	1533	7.2%
4	1200	5.6%
Other values (2)	247	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21191	98.8%
Uppercase Letter	232	1.1%
Lowercase Letter	15	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	4174	19.7%
1	2897	13.7%
9	2155	10.2%
8	2052	9.7%
5	2008	9.5%
3	1729	8.2%
7	1724	8.1%
6	1719	8.1%
0	1533	7.2%
4	1200	5.7%

Uppercase Letter

Value	Count	Frequency (%)
X	232	100.0%

Lowercase Letter

Value	Count	Frequency (%)
x	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21191	98.8%
Latin	247	1.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	4174	19.7%
1	2897	13.7%
9	2155	10.2%
8	2052	9.7%
5	2008	9.5%
3	1729	8.2%
7	1724	8.1%
6	1719	8.1%
0	1533	7.2%
4	1200	5.7%

Latin

Value	Count	Frequency (%)
X	232	93.9%
x	15	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21438	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	4174	19.5%
1	2897	13.5%
9	2155	10.1%
8	2052	9.6%
5	2008	9.4%
3	1729	8.1%
7	1724	8.0%
6	1719	8.0%
0	1533	7.2%
4	1200	5.6%
Other values (2)	247	1.2%

학술지명 국문
Text

Distinct	2715
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Memory size	21.7 KiB

Length

Max length	82
Median length	68
Mean length	11.351106
Min length	2

Characters and Unicode

Total characters	31295
Distinct characters	584
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	2693 ?
Unique (%)	97.7%

Sample

1st row	제주도연구
2nd row	산업융합연구
3rd row	기독교철학
4th row	Pediatric Gastroenterology, Hepatology & Nutrition
5th row	정형스포츠물리치료학회지

Value	Count	Frequency (%)
of	237	5.1%
journal	227	4.8%
and	137	2.9%
research	49	1.0%
korean	47	1.0%
the	39	0.8%
international	39	0.8%
	36	0.8%
science	34	0.7%
연구	34	0.7%
Other values (2992)	3803	81.2%

Most occurring characters

Value	Count	Frequency (%)
	1975	6.3%
n	1260	4.0%
학	1220	3.9%
o	1190	3.8%
a	1179	3.8%
e	1104	3.5%
i	961	3.1%
구	944	3.0%
연	920	2.9%
r	840	2.7%
Other values (574)	19702	63.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15866	50.7%
Lowercase Letter	11242	35.9%
Space Separator	1976	6.3%
Uppercase Letter	1945	6.2%
Other Punctuation	135	0.4%
Close Punctuation	49	0.2%
Open Punctuation	49	0.2%
Dash Punctuation	22	0.1%
Decimal Number	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
학	1220	7.7%
구	944	5.9%
연	920	5.8%
회	701	4.4%
지	697	4.4%
한	673	4.2%
국	618	3.9%
문	415	2.6%
교	328	2.1%
사	296	1.9%
Other values (504)	9054	57.1%

Lowercase Letter

Value	Count	Frequency (%)
n	1260	11.2%
o	1190	10.6%
a	1179	10.5%
e	1104	9.8%
i	961	8.5%
r	840	7.5%
l	731	6.5%
t	637	5.7%
c	587	5.2%
s	487	4.3%
Other values (16)	2266	20.2%

Uppercase Letter

Value	Count	Frequency (%)
J	241	12.4%
S	171	8.8%
A	169	8.7%
E	140	7.2%
C	137	7.0%
I	136	7.0%
P	112	5.8%
R	112	5.8%
T	104	5.3%
M	101	5.2%
Other values (15)	522	26.8%

Other Punctuation

Value	Count	Frequency (%)
&	35	25.9%
:	29	21.5%
·	27	20.0%
.	21	15.6%
,	16	11.9%
？	5	3.7%
'	2	1.5%

Decimal Number

Value	Count	Frequency (%)
1	5	45.5%
2	3	27.3%
8	1	9.1%
9	1	9.1%
0	1	9.1%

Space Separator

Value	Count	Frequency (%)
	1975	99.9%
	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	47	95.9%
』	2	4.1%

Open Punctuation

Value	Count	Frequency (%)
(	47	95.9%
『	2	4.1%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15655	50.0%
Latin	13187	42.1%
Common	2242	7.2%
Han	211	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
학	1220	7.8%
구	944	6.0%
연	920	5.9%
회	701	4.5%
지	697	4.5%
한	673	4.3%
국	618	3.9%
문	415	2.7%
교	328	2.1%
사	296	1.9%
Other values (428)	8843	56.5%

Han

Value	Count	Frequency (%)
學	23	10.9%
硏	21	10.0%
究	21	10.0%
文	16	7.6%
日	7	3.3%
韓	6	2.8%
史	6	2.8%
本	6	2.8%
國	6	2.8%
漢	5	2.4%
Other values (66)	94	44.5%

Latin

Value	Count	Frequency (%)
n	1260	9.6%
o	1190	9.0%
a	1179	8.9%
e	1104	8.4%
i	961	7.3%
r	840	6.4%
l	731	5.5%
t	637	4.8%
c	587	4.5%
s	487	3.7%
Other values (41)	4211	31.9%

Common

Value	Count	Frequency (%)
	1975	88.1%
)	47	2.1%
(	47	2.1%
&	35	1.6%
:	29	1.3%
·	27	1.2%
-	22	1.0%
.	21	0.9%
,	16	0.7%
？	5	0.2%
Other values (9)	18	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15653	50.0%
ASCII	15392	49.2%
CJK	206	0.7%
None	37	0.1%
CJK Compat Ideographs	5	< 0.1%
Compat Jamo	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1975	12.8%
n	1260	8.2%
o	1190	7.7%
a	1179	7.7%
e	1104	7.2%
i	961	6.2%
r	840	5.5%
l	731	4.7%
t	637	4.1%
c	587	3.8%
Other values (55)	4928	32.0%

Hangul

Value	Count	Frequency (%)
학	1220	7.8%
구	944	6.0%
연	920	5.9%
회	701	4.5%
지	697	4.5%
한	673	4.3%
국	618	3.9%
문	415	2.7%
교	328	2.1%
사	296	1.9%
Other values (427)	8841	56.5%

None

Value	Count	Frequency (%)
·	27	73.0%
？	5	13.5%
『	2	5.4%
』	2	5.4%
	1	2.7%

CJK

Value	Count	Frequency (%)
學	23	11.2%
硏	21	10.2%
究	21	10.2%
文	16	7.8%
日	7	3.4%
韓	6	2.9%
史	6	2.9%
本	6	2.9%
國	6	2.9%
漢	5	2.4%
Other values (63)	89	43.2%

CJK Compat Ideographs

Value	Count	Frequency (%)
論	3	60.0%
金	1	20.0%
倫	1	20.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	2	100.0%

학술지명 외국어
Text

MISSING

Distinct	2472
Distinct (%)	99.7%
Missing	278
Missing (%)	10.1%
Memory size	21.7 KiB

Length

Max length	111
Median length	70
Mean length	36.015329
Min length	1

Characters and Unicode

Total characters	89282
Distinct characters	126
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	2465 ?
Unique (%)	99.4%

Sample

1st row	Journal of Jeju Studies
2nd row	Journal of Industrial Convergence
3rd row	Journal of Christian Philosophy
4th row	Pediatric Gastroenterology, Hepatology & Nutrition
5th row	Archives of Orthopedic and Sports Physical Therapy

Value	Count	Frequency (%)
of	1845	14.5%
journal	1547	12.1%
korean	772	6.1%
the	695	5.4%
and	574	4.5%
studies	314	2.5%
society	236	1.9%
education	186	1.5%
research	183	1.4%
	172	1.3%
Other values (1779)	6229	48.8%

Most occurring characters

Value	Count	Frequency (%)
	10401	11.6%
o	7591	8.5%
e	6689	7.5%
a	6654	7.5%
n	6587	7.4%
r	5063	5.7%
i	4949	5.5%
t	3877	4.3%
l	3590	4.0%
u	3349	3.8%
Other values (116)	30532	34.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	64177	71.9%
Uppercase Letter	14162	15.9%
Space Separator	10402	11.7%
Other Punctuation	302	0.3%
Dash Punctuation	115	0.1%
Other Letter	62	0.1%
Open Punctuation	21	< 0.1%
Close Punctuation	21	< 0.1%
Decimal Number	12	< 0.1%
Currency Symbol	3	< 0.1%
Other values (3)	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
中	3	4.8%
육	2	3.2%
硏	2	3.2%
究	2	3.2%
기	2	3.2%
科	2	3.2%
교	2	3.2%
文	2	3.2%
語	2	3.2%
國	2	3.2%
Other values (41)	41	66.1%

Lowercase Letter

Value	Count	Frequency (%)
o	7591	11.8%
e	6689	10.4%
a	6654	10.4%
n	6587	10.3%
r	5063	7.9%
i	4949	7.7%
t	3877	6.0%
l	3590	5.6%
u	3349	5.2%
c	2706	4.2%
Other values (16)	13122	20.4%

Uppercase Letter

Value	Count	Frequency (%)
J	1611	11.4%
S	1256	8.9%
E	1103	7.8%
K	1055	7.4%
T	1021	7.2%
A	1020	7.2%
R	816	5.8%
C	811	5.7%
I	667	4.7%
O	651	4.6%
Other values (16)	4151	29.3%

Other Punctuation

Value	Count	Frequency (%)
&	170	56.3%
,	61	20.2%
:	23	7.6%
.	14	4.6%
？	13	4.3%
'	9	3.0%
¡	3	1.0%
＇	3	1.0%
/	3	1.0%
＆	2	0.7%

Decimal Number

Value	Count	Frequency (%)
1	6	50.0%
2	4	33.3%
0	2	16.7%

Space Separator

Value	Count	Frequency (%)
	10401	> 99.9%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	115	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	21	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	21	100.0%

Currency Symbol

Value	Count	Frequency (%)
¤	3	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	78339	87.7%
Common	10881	12.2%
Hangul	33	< 0.1%
Han	29	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	7591	9.7%
e	6689	8.5%
a	6654	8.5%
n	6587	8.4%
r	5063	6.5%
i	4949	6.3%
t	3877	4.9%
l	3590	4.6%
u	3349	4.3%
c	2706	3.5%
Other values (42)	27284	34.8%

Hangul

Value	Count	Frequency (%)
육	2	6.1%
기	2	6.1%
교	2	6.1%
한	1	3.0%
국	1	3.0%
담	1	3.0%
심	1	3.0%
리	1	3.0%
상	1	3.0%
영	1	3.0%
Other values (20)	20	60.6%

Common

Value	Count	Frequency (%)
	10401	95.6%
&	170	1.6%
-	115	1.1%
,	61	0.6%
:	23	0.2%
(	21	0.2%
)	21	0.2%
.	14	0.1%
？	13	0.1%
'	9	0.1%
Other values (13)	33	0.3%

Han

Value	Count	Frequency (%)
中	3	10.3%
硏	2	6.9%
究	2	6.9%
科	2	6.9%
文	2	6.9%
語	2	6.9%
國	2	6.9%
灣	1	3.4%
論	1	3.4%
譯	1	3.4%
Other values (11)	11	37.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	89193	99.9%
Hangul	33	< 0.1%
CJK	28	< 0.1%
None	25	< 0.1%
Punctuation	2	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10401	11.7%
o	7591	8.5%
e	6689	7.5%
a	6654	7.5%
n	6587	7.4%
r	5063	5.7%
i	4949	5.5%
t	3877	4.3%
l	3590	4.0%
u	3349	3.8%
Other values (58)	30443	34.1%

None

Value	Count	Frequency (%)
？	13	52.0%
¤	3	12.0%
¡	3	12.0%
＇	3	12.0%
＆	2	8.0%
	1	4.0%

CJK

Value	Count	Frequency (%)
中	3	10.7%
硏	2	7.1%
究	2	7.1%
科	2	7.1%
文	2	7.1%
語	2	7.1%
國	2	7.1%
灣	1	3.6%
譯	1	3.6%
叢	1	3.6%
Other values (10)	10	35.7%

Hangul

Value	Count	Frequency (%)
육	2	6.1%
기	2	6.1%
교	2	6.1%
한	1	3.0%
국	1	3.0%
담	1	3.0%
심	1	3.0%
리	1	3.0%
상	1	3.0%
영	1	3.0%
Other values (20)	20	60.6%

Punctuation

Value	Count	Frequency (%)
’	2	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
論	1	100.0%

발행기관
Text

Distinct	2459
Distinct (%)	89.2%
Missing	0
Missing (%)	0.0%
Memory size	21.7 KiB

Length

Max length	31
Median length	26
Mean length	8.0754443
Min length	3

Characters and Unicode

Total characters	22264
Distinct characters	501
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	2272 ?
Unique (%)	82.4%

Sample

1st row	제주학회
2nd row	대한산업경영학회
3rd row	한국기독교철학회
4th row	대한소아소화기영양학회
5th row	대한스포츠물리치료학회

Value	Count	Frequency (%)
사단법인	34	1.2%
법학연구소	31	1.1%
인문과학연구소	12	0.4%
인문학연구원	8	0.3%
사회과학연구원	7	0.2%
인문학연구소	7	0.2%
법학연구원	7	0.2%
사회과학연구소	6	0.2%
교육연구소	6	0.2%
한국	6	0.2%
Other values (2525)	2784	95.7%

Most occurring characters

Value	Count	Frequency (%)
학	2380	10.7%
회	2219	10.0%
한	1924	8.6%
국	1697	7.6%
구	681	3.1%
연	669	3.0%
소	438	2.0%
대	423	1.9%
사	393	1.8%
교	382	1.7%
Other values (491)	11058	49.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	21765	97.8%
Space Separator	162	0.7%
Uppercase Letter	87	0.4%
Other Punctuation	60	0.3%
Close Punctuation	54	0.2%
Open Punctuation	52	0.2%
Lowercase Letter	50	0.2%
Decimal Number	30	0.1%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
학	2380	10.9%
회	2219	10.2%
한	1924	8.8%
국	1697	7.8%
구	681	3.1%
연	669	3.1%
소	438	2.0%
대	423	1.9%
사	393	1.8%
교	382	1.8%
Other values (438)	10559	48.5%

Uppercase Letter

Value	Count	Frequency (%)
I	11	12.6%
A	9	10.3%
E	8	9.2%
T	7	8.0%
P	6	6.9%
S	6	6.9%
H	5	5.7%
K	5	5.7%
C	5	5.7%
R	4	4.6%
Other values (8)	21	24.1%

Lowercase Letter

Value	Count	Frequency (%)
e	8	16.0%
n	7	14.0%
s	7	14.0%
i	4	8.0%
t	4	8.0%
a	4	8.0%
u	4	8.0%
m	3	6.0%
c	2	4.0%
g	2	4.0%
Other values (5)	5	10.0%

Other Punctuation

Value	Count	Frequency (%)
·	30	50.0%
.	12	20.0%
？	8	13.3%
,	3	5.0%
&	3	5.0%
/	2	3.3%
;	1	1.7%
#	1	1.7%

Decimal Number

Value	Count	Frequency (%)
1	9	30.0%
2	5	16.7%
8	4	13.3%
9	4	13.3%
3	3	10.0%
6	2	6.7%
5	2	6.7%
0	1	3.3%

Space Separator

Value	Count	Frequency (%)
	162	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	54	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	52	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	21765	97.8%
Common	362	1.6%
Latin	137	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
학	2380	10.9%
회	2219	10.2%
한	1924	8.8%
국	1697	7.8%
구	681	3.1%
연	669	3.1%
소	438	2.0%
대	423	1.9%
사	393	1.8%
교	382	1.8%
Other values (438)	10559	48.5%

Latin

Value	Count	Frequency (%)
I	11	8.0%
A	9	6.6%
e	8	5.8%
E	8	5.8%
n	7	5.1%
s	7	5.1%
T	7	5.1%
P	6	4.4%
S	6	4.4%
H	5	3.6%
Other values (23)	63	46.0%

Common

Value	Count	Frequency (%)
	162	44.8%
)	54	14.9%
(	52	14.4%
·	30	8.3%
.	12	3.3%
1	9	2.5%
？	8	2.2%
2	5	1.4%
8	4	1.1%
-	4	1.1%
Other values (10)	22	6.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	21761	97.7%
ASCII	461	2.1%
None	38	0.2%
Compat Jamo	4	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
학	2380	10.9%
회	2219	10.2%
한	1924	8.8%
국	1697	7.8%
구	681	3.1%
연	669	3.1%
소	438	2.0%
대	423	1.9%
사	393	1.8%
교	382	1.8%
Other values (437)	10555	48.5%

ASCII

Value	Count	Frequency (%)
	162	35.1%
)	54	11.7%
(	52	11.3%
.	12	2.6%
I	11	2.4%
A	9	2.0%
1	9	2.0%
e	8	1.7%
E	8	1.7%
n	7	1.5%
Other values (41)	129	28.0%

None

Value	Count	Frequency (%)
·	30	78.9%
？	8	21.1%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	4	100.0%

발행기관 영문
Text

MISSING

Distinct	2312
Distinct (%)	92.9%
Missing	268
Missing (%)	9.7%
Memory size	21.7 KiB

Length

Max length	100
Median length	72
Mean length	41.347529
Min length	2

Characters and Unicode

Total characters	102914
Distinct characters	76
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	2160 ?
Unique (%)	86.8%

Sample

1st row	Society for Jeju Studies
2nd row	Dae Han Society of Industrial Management
3rd row	The society of christian philosophers in Korea
4th row	The Korean Society of Pediatric Gastroenterology, Hepatology and Nutrition
5th row	Korean Society Of Sports Physical Therapy (Ksspt)

Value	Count	Frequency (%)
of	1294	9.2%
korean	1281	9.1%
the	1077	7.7%
society	985	7.0%
association	616	4.4%
for	577	4.1%
institute	541	3.8%
korea	453	3.2%
and	389	2.8%
studies	287	2.0%
Other values (1747)	6561	46.7%

Most occurring characters

Value	Count	Frequency (%)
	11753	11.4%
e	9498	9.2%
o	8525	8.3%
i	7475	7.3%
n	6803	6.6%
a	6751	6.6%
t	6735	6.5%
r	5234	5.1%
s	4417	4.3%
c	4258	4.1%
Other values (66)	31465	30.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	76287	74.1%
Uppercase Letter	14298	13.9%
Space Separator	11753	11.4%
Other Punctuation	309	0.3%
Dash Punctuation	105	0.1%
Close Punctuation	69	0.1%
Open Punctuation	69	0.1%
Decimal Number	11	< 0.1%
Other Letter	6	< 0.1%
Currency Symbol	4	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	9498	12.5%
o	8525	11.2%
i	7475	9.8%
n	6803	8.9%
a	6751	8.8%
t	6735	8.8%
r	5234	6.9%
s	4417	5.8%
c	4258	5.6%
u	2483	3.3%
Other values (16)	14108	18.5%

Uppercase Letter

Value	Count	Frequency (%)
S	2008	14.0%
K	1870	13.1%
T	1469	10.3%
A	1458	10.2%
I	1007	7.0%
E	865	6.0%
C	790	5.5%
O	756	5.3%
R	509	3.6%
L	461	3.2%
Other values (16)	3105	21.7%

Other Punctuation

Value	Count	Frequency (%)
&	141	45.6%
,	103	33.3%
.	19	6.1%
'	19	6.1%
:	12	3.9%
/	8	2.6%
¡	4	1.3%
＆	2	0.6%
;	1	0.3%

Decimal Number

Value	Count	Frequency (%)
1	5	45.5%
2	4	36.4%
0	1	9.1%
8	1	9.1%

Other Letter

Value	Count	Frequency (%)
동	2	33.3%
상	2	33.3%
칭	1	16.7%
약	1	16.7%

Space Separator

Value	Count	Frequency (%)
	11753	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	105	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	69	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	69	100.0%

Currency Symbol

Value	Count	Frequency (%)
¤	4	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	90585	88.0%
Common	12323	12.0%
Hangul	6	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	9498	10.5%
o	8525	9.4%
i	7475	8.3%
n	6803	7.5%
a	6751	7.5%
t	6735	7.4%
r	5234	5.8%
s	4417	4.9%
c	4258	4.7%
u	2483	2.7%
Other values (42)	28406	31.4%

Common

Value	Count	Frequency (%)
	11753	95.4%
&	141	1.1%
-	105	0.9%
,	103	0.8%
)	69	0.6%
(	69	0.6%
.	19	0.2%
'	19	0.2%
:	12	0.1%
/	8	0.1%
Other values (10)	25	0.2%

Hangul

Value	Count	Frequency (%)
동	2	33.3%
상	2	33.3%
칭	1	16.7%
약	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102896	> 99.9%
None	10	< 0.1%
Hangul	6	< 0.1%
Punctuation	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	11753	11.4%
e	9498	9.2%
o	8525	8.3%
i	7475	7.3%
n	6803	6.6%
a	6751	6.6%
t	6735	6.5%
r	5234	5.1%
s	4417	4.3%
c	4258	4.1%
Other values (58)	31447	30.6%

None

Value	Count	Frequency (%)
¤	4	40.0%
¡	4	40.0%
＆	2	20.0%

Hangul

Value	Count	Frequency (%)
동	2	33.3%
상	2	33.3%
칭	1	16.7%
약	1	16.7%

Punctuation

Value	Count	Frequency (%)
’	2	100.0%

대분류
Categorical

Distinct	8
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.7 KiB

사회과학	998
인문학	632
의약학	347
공학	261
예술체육학	164
Other values (3)	355

Length

Max length	5
Median length	4
Mean length	3.4943779
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	사회과학
2nd row	복합학
3rd row	인문학
4th row	의약학
5th row	의약학

Common Values

Value	Count	Frequency (%)
사회과학	998	36.2%
인문학	632	22.9%
의약학	347	12.6%
공학	261	9.5%
예술체육학	164	5.9%
복합학	142	5.2%
자연과학	128	4.6%
농수해양학	85	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사회과학	998	36.2%
인문학	632	22.9%
의약학	347	12.6%
공학	261	9.5%
예술체육학	164	5.9%
복합학	142	5.2%
자연과학	128	4.6%
농수해양학	85	3.1%

중분류
Text

Distinct	150
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Memory size	21.7 KiB

Length

Max length	11
Median length	9
Mean length	3.8879217
Min length	2

Characters and Unicode

Total characters	10719
Distinct characters	151
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	11 ?
Unique (%)	0.4%

Sample

1st row	지역학
2nd row	학제간연구
3rd row	철학
4th row	소아과학
5th row	물리치료학

Value	Count	Frequency (%)
교육학	193	7.0%
법학	162	5.9%
역사학	122	4.4%
기타인문학	113	4.1%
경영학	97	3.5%
한국어와문학	97	3.5%
학제간연구	83	3.0%
사회과학일반	73	2.6%
경제학	66	2.4%
지역학	56	2.0%
Other values (140)	1695	61.5%

Most occurring characters

Value	Count	Frequency (%)
학	2631	24.5%
문	392	3.7%
과	361	3.4%
교	320	3.0%
사	296	2.8%
기	290	2.7%
어	244	2.3%
육	240	2.2%
공	239	2.2%
역	228	2.1%
Other values (141)	5478	51.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10656	99.4%
Other Punctuation	63	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
학	2631	24.7%
문	392	3.7%
과	361	3.4%
교	320	3.0%
사	296	2.8%
기	290	2.7%
어	244	2.3%
육	240	2.3%
공	239	2.2%
역	228	2.1%
Other values (140)	5415	50.8%

Other Punctuation

Value	Count	Frequency (%)
/	63	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10656	99.4%
Common	63	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
학	2631	24.7%
문	392	3.7%
과	361	3.4%
교	320	3.0%
사	296	2.8%
기	290	2.7%
어	244	2.3%
육	240	2.3%
공	239	2.2%
역	228	2.1%
Other values (140)	5415	50.8%

Common

Value	Count	Frequency (%)
/	63	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10656	99.4%
ASCII	63	0.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
학	2631	24.7%
문	392	3.7%
과	361	3.4%
교	320	3.0%
사	296	2.8%
기	290	2.7%
어	244	2.3%
육	240	2.3%
공	239	2.2%
역	228	2.1%
Other values (140)	5415	50.8%

ASCII

Value	Count	Frequency (%)
/	63	100.0%

등재정보
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	21.7 KiB

등재	2454
등재후보	225
우수등재	68
미등재	5
탈락	4

Length

Max length	11
Median length	2
Mean length	2.2176279
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	등재
2nd row	등재
3rd row	등재후보
4th row	등재
5th row	등재

Common Values

Value	Count	Frequency (%)
등재	2454	89.0%
등재후보	225	8.2%
우수등재	68	2.5%
미등재	5	0.2%
탈락	4	0.1%
구)KCI등재(통합)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
등재	2454	89.0%
등재후보	225	8.2%
우수등재	68	2.5%
미등재	5	0.2%
탈락	4	0.1%
구)kci등재(통합	1	< 0.1%

한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	112
Distinct (%)	82.4%
Missing	2621
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.5750735

Minimum	0.24
Maximum	10.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0.24
5-th percentile	0.495
Q1	1.4775
median	2.385
Q3	3.1375
95-th percentile	5.7225
Maximum	10.72
Range	10.48
Interquartile range (IQR)	1.66

Descriptive statistics

Standard deviation	1.6323171
Coefficient of variation (CV)	0.63389147
Kurtosis	5.2537698
Mean	2.5750735
Median Absolute Deviation (MAD)	0.865
Skewness	1.7093487
Sum	350.21
Variance	2.6644593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.01	4	0.1%
2.69	3	0.1%
2.76	2	0.1%
2.38	2	0.1%
2.03	2	0.1%
1.55	2	0.1%
1.49	2	0.1%
4.0	2	0.1%
2.31	2	0.1%
2.53	2	0.1%
Other values (102)	113	4.1%
(Missing)	2621	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.24	1	< 0.1%
0.28	1	< 0.1%
0.42	1	< 0.1%
0.46	1	< 0.1%
0.47	2	0.1%
0.48	1	< 0.1%
0.5	1	< 0.1%
0.55	1	< 0.1%
0.56	1	< 0.1%
0.59	1	< 0.1%

Value	Count	Frequency (%)
10.72	1	< 0.1%
8.99	1	< 0.1%
6.57	1	< 0.1%
6.15	1	< 0.1%
6.11	1	< 0.1%
6.01	1	< 0.1%
5.76	1	< 0.1%
5.71	1	< 0.1%
5.34	1	< 0.1%
5.23	1	< 0.1%

한국학술지인용색인 영향력지수 (2년)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	307
Distinct (%)	11.5%
Missing	95
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.84429752

Minimum	0
Maximum	7.73
Zeros	19
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.35
median	0.68
Q3	1.1375
95-th percentile	2.17
Maximum	7.73
Range	7.73
Interquartile range (IQR)	0.7875

Descriptive statistics

Standard deviation	0.69686425
Coefficient of variation (CV)	0.82537758
Kurtosis	7.2485789
Mean	0.84429752
Median Absolute Deviation (MAD)	0.38
Skewness	1.9293943
Sum	2247.52
Variance	0.48561978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25	36	1.3%
0.13	33	1.2%
0.42	32	1.2%
0.53	31	1.1%
0.5	29	1.1%
0.22	27	1.0%
0.56	27	1.0%
0.29	26	0.9%
0.88	25	0.9%
0.31	25	0.9%
Other values (297)	2371	86.0%
(Missing)	95	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	19	0.7%
0.01	1	< 0.1%
0.02	8	0.3%
0.03	9	0.3%
0.04	12	0.4%
0.05	18	0.7%
0.06	18	0.7%
0.07	12	0.4%
0.08	14	0.5%
0.09	13	0.5%

Value	Count	Frequency (%)
7.73	1	< 0.1%
5.34	1	< 0.1%
5.09	1	< 0.1%
5.05	1	< 0.1%
4.65	1	< 0.1%
4.34	1	< 0.1%
4.17	1	< 0.1%
4.11	1	< 0.1%
3.94	1	< 0.1%
3.92	2	0.1%

자기인용제외 IF (2년)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1712
Distinct (%)	64.3%
Missing	95
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.69652769

Minimum	0
Maximum	7.169
Zeros	48
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.039115
Q1	0.2162
median	0.5313
Q3	0.97805
95-th percentile	1.945325
Maximum	7.169
Range	7.169
Interquartile range (IQR)	0.76185

Descriptive statistics

Standard deviation	0.65488634
Coefficient of variation (CV)	0.9402158
Kurtosis	7.7506178
Mean	0.69652769
Median Absolute Deviation (MAD)	0.3548
Skewness	2.0303827
Sum	1854.1567
Variance	0.42887612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	48	1.7%
1.0	20	0.7%
0.5	19	0.7%
0.75	19	0.7%
0.4	14	0.5%
0.3333	13	0.5%
0.125	11	0.4%
0.2857	11	0.4%
0.25	10	0.4%
0.1429	10	0.4%
Other values (1702)	2487	90.2%
(Missing)	95	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	48	1.7%
0.0082	1	< 0.1%
0.0086	1	< 0.1%
0.0093	1	< 0.1%
0.0104	1	< 0.1%
0.0112	1	< 0.1%
0.0118	1	< 0.1%
0.0123	2	0.1%
0.0127	1	< 0.1%
0.0133	1	< 0.1%

Value	Count	Frequency (%)
7.169	1	< 0.1%
5.1379	1	< 0.1%
5.0	1	< 0.1%
4.4667	1	< 0.1%
4.2577	1	< 0.1%
4.0851	1	< 0.1%
3.9286	1	< 0.1%
3.8442	1	< 0.1%
3.8333	1	< 0.1%
3.7234	1	< 0.1%

중심성 지수(3년)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1446
Distinct (%)	53.6%
Missing	58
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.0045009

Minimum	0
Maximum	7.693
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.276
Q1	0.5015
median	0.848
Q3	1.3115
95-th percentile	2.2733
Maximum	7.693
Range	7.693
Interquartile range (IQR)	0.81

Descriptive statistics

Standard deviation	0.67912495
Coefficient of variation (CV)	0.67608195
Kurtosis	8.6298228
Mean	1.0045009
Median Absolute Deviation (MAD)	0.383
Skewness	2.00474
Sum	2711.148
Variance	0.4612107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.499	9	0.3%
0.536	8	0.3%
0.803	7	0.3%
0.456	7	0.3%
0.312	6	0.2%
0.491	6	0.2%
0.742	6	0.2%
0.973	6	0.2%
0.447	6	0.2%
0.396	6	0.2%
Other values (1436)	2632	95.5%
(Missing)	58	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	< 0.1%
0.165	1	< 0.1%
0.167	1	< 0.1%
0.168	1	< 0.1%
0.171	1	< 0.1%
0.174	1	< 0.1%
0.176	1	< 0.1%
0.178	1	< 0.1%
0.181	1	< 0.1%
0.184	2	0.1%

Value	Count	Frequency (%)
7.693	1	< 0.1%
7.002	1	< 0.1%
5.202	1	< 0.1%
5.172	1	< 0.1%
4.649	1	< 0.1%
4.527	1	< 0.1%
4.248	1	< 0.1%
4.221	1	< 0.1%
4.172	1	< 0.1%
4.021	1	< 0.1%

즉시성지수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	115
Distinct (%)	4.2%
Missing	6
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.23040712

Minimum	0
Maximum	3.6
Zeros	366
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.07
median	0.17
Q3	0.33
95-th percentile	0.66
Maximum	3.6
Range	3.6
Interquartile range (IQR)	0.26

Descriptive statistics

Standard deviation	0.23093151
Coefficient of variation (CV)	1.0022759
Kurtosis	20.342131
Mean	0.23040712
Median Absolute Deviation (MAD)	0.12
Skewness	2.6880849
Sum	633.85
Variance	0.053329361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	366	13.3%
0.1	88	3.2%
0.06	82	3.0%
0.08	79	2.9%
0.07	72	2.6%
0.18	71	2.6%
0.17	70	2.5%
0.14	70	2.5%
0.09	69	2.5%
0.13	69	2.5%
Other values (105)	1715	62.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	366	13.3%
0.01	8	0.3%
0.02	33	1.2%
0.03	53	1.9%
0.04	52	1.9%
0.05	67	2.4%
0.06	82	3.0%
0.07	72	2.6%
0.08	79	2.9%
0.09	69	2.5%

Value	Count	Frequency (%)
3.6	1	< 0.1%
1.91	1	< 0.1%
1.75	1	< 0.1%
1.69	1	< 0.1%
1.39	1	< 0.1%
1.37	1	< 0.1%
1.33	1	< 0.1%
1.32	1	< 0.1%
1.26	2	0.1%
1.21	1	< 0.1%

자기인용 비율(2년)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1028
Distinct (%)	38.6%
Missing	95
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	24.375571

Minimum	0
Maximum	100
Zeros	235
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6.5125
median	16.345
Q3	36.36
95-th percentile	73.0745
Maximum	100
Range	100
Interquartile range (IQR)	29.8475

Descriptive statistics

Standard deviation	23.713849
Coefficient of variation (CV)	0.97285306
Kurtosis	1.0771835
Mean	24.375571
Median Absolute Deviation (MAD)	12.035
Skewness	1.2818658
Sum	64887.77
Variance	562.34663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	235	8.5%
50.0	56	2.0%
33.33	49	1.8%
100.0	48	1.7%
25.0	39	1.4%
16.67	37	1.3%
66.67	32	1.2%
14.29	28	1.0%
11.11	27	1.0%
20.0	26	0.9%
Other values (1018)	2085	75.6%
(Missing)	95	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	235	8.5%
0.36	1	< 0.1%
0.9	1	< 0.1%
0.91	1	< 0.1%
1.0	1	< 0.1%
1.04	1	< 0.1%
1.06	1	< 0.1%
1.08	1	< 0.1%
1.18	2	0.1%
1.25	1	< 0.1%

Value	Count	Frequency (%)
100.0	48	1.7%
98.96	1	< 0.1%
98.67	1	< 0.1%
96.0	2	0.1%
94.48	1	< 0.1%
94.12	1	< 0.1%
93.78	1	< 0.1%
93.6	1	< 0.1%
93.48	1	< 0.1%
92.86	1	< 0.1%

논문수(2년)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	187
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.607907

Minimum	0
Maximum	1472
Zeros	93
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	16
median	27
Q3	44
95-th percentile	99
Maximum	1472
Range	1472
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	54.163895
Coefficient of variation (CV)	1.4029223
Kurtosis	227.3337
Mean	38.607907
Median Absolute Deviation (MAD)	13
Skewness	11.321289
Sum	106442
Variance	2933.7276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	93	3.4%
20	78	2.8%
15	73	2.6%
18	70	2.5%
14	68	2.5%
19	68	2.5%
16	66	2.4%
12	65	2.4%
21	65	2.4%
25	63	2.3%
Other values (177)	2048	74.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	93	3.4%
3	1	< 0.1%
4	5	0.2%
5	11	0.4%
6	29	1.1%
7	26	0.9%
8	48	1.7%
9	47	1.7%
10	55	2.0%
11	59	2.1%

Value	Count	Frequency (%)
1472	1	< 0.1%
952	1	< 0.1%
719	1	< 0.1%
577	1	< 0.1%
504	1	< 0.1%
466	1	< 0.1%
440	1	< 0.1%
403	1	< 0.1%
374	1	< 0.1%
349	1	< 0.1%

피인용횟수(2년)
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	184
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.807037

Minimum	0
Maximum	2813
Zeros	158
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	18
Q3	36
95-th percentile	96
Maximum	2813
Range	2813
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	77.197815
Coefficient of variation (CV)	2.4270672
Kurtosis	660.3126
Mean	31.807037
Median Absolute Deviation (MAD)	13
Skewness	20.91635
Sum	87692
Variance	5959.5027
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	158	5.7%
1	93	3.4%
8	88	3.2%
6	85	3.1%
9	83	3.0%
2	81	2.9%
3	80	2.9%
12	80	2.9%
7	77	2.8%
4	74	2.7%
Other values (174)	1858	67.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	158	5.7%
1	93	3.4%
2	81	2.9%
3	80	2.9%
4	74	2.7%
5	67	2.4%
6	85	3.1%
7	77	2.8%
8	88	3.2%
9	83	3.0%

Value	Count	Frequency (%)
2813	1	< 0.1%
1356	1	< 0.1%
1086	1	< 0.1%
701	1	< 0.1%
583	1	< 0.1%
537	1	< 0.1%
489	1	< 0.1%
445	1	< 0.1%
427	1	< 0.1%
426	1	< 0.1%

웹오브사이언스 피인용횟수(2년)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	115
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.554226

Minimum	0
Maximum	2652
Zeros	2621
Zeros (%)	95.1%
Negative	0
Negative (%)	0.0%
Memory size	24.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2652
Range	2652
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	87.381637
Coefficient of variation (CV)	6.9603367
Kurtosis	352.29952
Mean	12.554226
Median Absolute Deviation (MAD)	0
Skewness	15.068608
Sum	34612
Variance	7635.5505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2621	95.1%
136	3	0.1%
228	3	0.1%
122	2	0.1%
130	2	0.1%
76	2	0.1%
165	2	0.1%
370	2	0.1%
97	2	0.1%
318	2	0.1%
Other values (105)	116	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2621	95.1%
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
10	1	< 0.1%
11	2	0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
2652	1	< 0.1%
1467	1	< 0.1%
855	1	< 0.1%
831	1	< 0.1%
814	1	< 0.1%
804	1	< 0.1%
784	1	< 0.1%
737	1	< 0.1%
734	1	< 0.1%
639	1	< 0.1%

Heatmap
Table

	대분류	등재정보	한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)	한국학술지인용색인 영향력지수 (2년)	자기인용제외 IF (2년)	중심성 지수(3년)	즉시성지수	자기인용 비율(2년)	논문수(2년)	피인용횟수(2년)	웹오브사이언스 피인용횟수(2년)
대분류	1.000	0.124	0.318	0.500	0.371	0.536	0.233	0.397	0.170	0.080	0.170
등재정보	0.124	1.000	0.000	0.089	0.088	0.091	0.078	0.106	0.000	0.000	0.000
한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)	0.318	0.000	1.000	0.391	0.000	0.514	0.119	0.191	0.158	0.000	0.555
한국학술지인용색인 영향력지수 (2년)	0.500	0.089	0.391	1.000	0.955	0.935	0.423	0.276	0.000	0.235	0.000
자기인용제외 IF (2년)	0.371	0.088	0.000	0.955	1.000	0.857	0.404	0.359	0.000	0.280	0.000
중심성 지수(3년)	0.536	0.091	0.514	0.935	0.857	1.000	0.512	0.395	0.020	0.189	0.064
즉시성지수	0.233	0.078	0.119	0.423	0.404	0.512	1.000	0.135	0.000	0.092	0.000
자기인용 비율(2년)	0.397	0.106	0.191	0.276	0.359	0.395	0.135	1.000	0.177	0.000	0.260
논문수(2년)	0.170	0.000	0.158	0.000	0.000	0.020	0.000	0.177	1.000	0.909	0.596
피인용횟수(2년)	0.080	0.000	0.000	0.235	0.280	0.189	0.092	0.000	0.909	1.000	0.081
웹오브사이언스 피인용횟수(2년)	0.170	0.000	0.555	0.000	0.000	0.064	0.000	0.260	0.596	0.081	1.000

Heatmap
Table

	대분류	등재정보
대분류	1.000	0.069
등재정보	0.069	1.000

Heatmap
Table

	한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)	한국학술지인용색인 영향력지수 (2년)	자기인용제외 IF (2년)	중심성 지수(3년)	즉시성지수	자기인용 비율(2년)	논문수(2년)	피인용횟수(2년)	웹오브사이언스 피인용횟수(2년)	대분류	등재정보
한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)	1.000	0.529	0.273	0.235	0.431	0.247	0.122	0.416	0.679	0.171	0.000
한국학술지인용색인 영향력지수 (2년)	0.529	1.000	0.953	0.893	0.669	-0.366	-0.021	0.709	-0.194	0.187	0.049
자기인용제외 IF (2년)	0.273	0.953	1.000	0.929	0.625	-0.570	-0.081	0.640	-0.257	0.192	0.044
중심성 지수(3년)	0.235	0.893	0.929	1.000	0.572	-0.508	-0.215	0.488	-0.259	0.204	0.050
즉시성지수	0.431	0.669	0.625	0.572	1.000	-0.203	0.141	0.548	-0.126	0.124	0.045
자기인용 비율(2년)	0.247	-0.366	-0.570	-0.508	-0.203	1.000	0.267	-0.109	0.254	0.201	0.059
논문수(2년)	0.122	-0.021	-0.081	-0.215	0.141	0.267	1.000	0.641	0.259	0.091	0.000
피인용횟수(2년)	0.416	0.709	0.640	0.488	0.548	-0.109	0.641	1.000	0.071	0.044	0.000
웹오브사이언스 피인용횟수(2년)	0.679	-0.194	-0.257	-0.259	-0.126	0.254	0.259	0.071	1.000	0.095	0.000
대분류	0.171	0.187	0.192	0.204	0.124	0.201	0.091	0.044	0.095	1.000	0.069
등재정보	0.000	0.049	0.044	0.050	0.045	0.059	0.000	0.000	0.000	0.069	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

	국제표준연속 간행물 번호	학술지명 국문	학술지명 외국어	발행기관	발행기관 영문	대분류	중분류	등재정보	한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)	한국학술지인용색인 영향력지수 (2년)	자기인용제외 IF (2년)	중심성 지수(3년)	즉시성지수	자기인용 비율(2년)	논문수(2년)	피인용횟수(2년)
0	12297569	제주도연구	Journal of Jeju Studies	제주학회	Society for Jeju Studies	사회과학	지역학	등재	<NA>	0.58	0.4884	0.738	0.33	16.0	18	7
1	26358875	산업융합연구	Journal of Industrial Convergence	대한산업경영학회	Dae Han Society of Industrial Management	복합학	학제간연구	등재	<NA>	1.08	0.956	0.951	0.26	11.22	84	78
2	20051298	기독교철학	Journal of Christian Philosophy	한국기독교철학회	The society of christian philosophers in Korea	인문학	철학	등재후보	<NA>	0.14	0.0909	0.517	0.08	33.33	6	0
3	22348646	Pediatric Gastroenterology, Hepatology & Nutrition	Pediatric Gastroenterology, Hepatology & Nutrition	대한소아소화기영양학회	The Korean Society of Pediatric Gastroenterology, Hepatology and Nutrition	의약학	소아과학	등재	<NA>	0.14	0.1111	0.458	0.04	18.75	57	10
4	25088262	정형스포츠물리치료학회지	Archives of Orthopedic and Sports Physical Therapy	대한스포츠물리치료학회	Korean Society Of Sports Physical Therapy (Ksspt)	의약학	물리치료학	등재	<NA>	0.24	0.2105	0.409	0.0	11.11	21	7
5	15980960	한국지방자치연구	KOREAN LOCAL GOVERNMENT REVIEW	대한지방자치학회	National Association of Korean Local Government Studies	사회과학	행정학	등재	<NA>	1.46	1.1071	1.232	0.21	24.39	25	34
6	17383188	대중서사연구	Journal of Popular Narrative	대중서사학회	The Association of Popular Narrative	복합학	학제간연구	등재	<NA>	0.87	0.8545	1.597	0.26	2.08	32	31
7	17387132	규제연구	Journal of Regulation Studies	한국규제학회	<NA>	사회과학	행정학	등재	<NA>	2.09	2.0455	2.029	0.09	2.17	10	35
8	12290939	신라문화	<NA>	신라문화연구소	The Research Institute for Silla Culture of Dongguk University	인문학	역사학	등재	<NA>	1.32	1.2373	2.76	0.27	6.41	27	22
9	12251682	대한골절학회지	Journal of the Korean Fracture Society	대한골절학회	The Korean Fracture Society	의약학	정형외과학	등재	<NA>	0.07	0.0	0.244	0.0	100.0	35	3

	국제표준연속 간행물 번호	학술지명 국문	학술지명 외국어	발행기관	발행기관 영문	대분류	중분류	등재정보	한국학술지인용색인의 웹오브사이언스 통합 영향력지수 (2년)	한국학술지인용색인 영향력지수 (2년)	자기인용제외 IF (2년)	중심성 지수(3년)	즉시성지수	자기인용 비율(2년)	논문수(2년)	피인용횟수(2년)	웹오브사이언스 피인용횟수(2년)
2747	2800020X	융합영어영문학	Convergence Studies in English Language & Literature	융합영어영문학회	Convergence English Language and Literature Association	인문학	영어와문학	등재후보	<NA>	<NA>	<NA>	0.503	0.06	<NA>	0	0	0
2748	23840803	유통법연구	Distribution Law Review	한국유통법학회	Korea Distribution Law Association	사회과학	법학	등재	<NA>	2.86	2.6667	1.82	0.27	6.67	11	29	0
2749	2799970X	중한연구학간	Journal of Chinese and Korean Studies	중한연구학회	Chinese and Korean Studies Association	인문학	중국어와문학	등재후보	<NA>	<NA>	<NA>	<NA>	0.0	<NA>	0	0	0
2750	12260959	한국연소학회지	Journal of The Korean Society of Combustion	한국연소학회	The Korean Society Of Combustion	공학	기계공학	등재	<NA>	0.45	0.2245	0.605	0.18	50.0	24	12	0
2751	20926553	한국교수불자연합학회지	Journal of Buddhist Professors in Korea	사단법인한국교수불자연합회	kbpa	인문학	불교학	등재	<NA>	0.32	0.2857	0.536	0.05	11.11	34	10	0
2752	17384087	한국환경보건학회지	JOURNAL OF ENVIRONMENTAL HEALTH SCIENCES	한국환경보건학회	Korean Society of Environmental Health	공학	환경공학	우수등재	<NA>	0.59	0.3659	0.749	0.22	37.5	72	43	0
2753	26714744	국방품질연구논집(JDQS)	Journal of Defense Quality Society (J. Def. Qual. Soc.)	국방기술품질원	Defense Agency for Technology and Quality	공학	산업공학	등재후보	<NA>	0.04	0.0208	0.252	0.0	50.0	25	0	0
2754	12290548	슬라브학보	<NA>	한국슬라브？유라시아학회	The Korean Association of Slavic-Eurasian Studies	인문학	러시아어와문학	등재	<NA>	0.44	0.3875	0.803	0.39	11.43	39	19	0
2755	26359111	한국청소년활동연구	<NA>	한국청소년활동학회	Korea Youth Activity Research Association	자연과학	생활과학	등재	<NA>	2.65	2.275	2.737	0.3	14.15	21	65	0
2756	29825164	Parasites, Hosts and Diseases	Parasites, Hosts and Diseases	대한기생충학ㆍ열대의학회	The Korean Society For Parasitology and Tropical Medicine	의약학	예방의학/직업환경의학	등재	1.36	0.13	0.0602	0.24	0.02	52.38	89	8	122

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