Overview

Dataset statistics

Number of variables34
Number of observations84
Missing cells434
Missing cells (%)15.2%
Duplicate rows7
Duplicate rows (%)8.3%
Total size in memory22.4 KiB
Average record size in memory273.6 B

Variable types

Text2
Unsupported32

Dataset

Description경기도 초등학교,중학교,고등학교 학생의 유학 현황으로 세부적으로 유학유형별(유학, 파견동행, 해외이주) 및 국가별 유학현황 데이터를 제공합니다.
Author경기도교육청
URLhttps://www.data.go.kr/data/15077328/fileData.do

Alerts

Dataset has 7 (8.3%) duplicate rowsDuplicates
초등학교 has 9 (10.7%) missing valuesMissing
Unnamed: 1 has 19 (22.6%) missing valuesMissing
Unnamed: 2 has 11 (13.1%) missing valuesMissing
Unnamed: 3 has 15 (17.9%) missing valuesMissing
Unnamed: 4 has 7 (8.3%) missing valuesMissing
Unnamed: 5 has 15 (17.9%) missing valuesMissing
Unnamed: 6 has 11 (13.1%) missing valuesMissing
Unnamed: 7 has 15 (17.9%) missing valuesMissing
Unnamed: 8 has 11 (13.1%) missing valuesMissing
Unnamed: 9 has 15 (17.9%) missing valuesMissing
Unnamed: 10 has 7 (8.3%) missing valuesMissing
Unnamed: 11 has 15 (17.9%) missing valuesMissing
Unnamed: 12 has 11 (13.1%) missing valuesMissing
Unnamed: 13 has 15 (17.9%) missing valuesMissing
Unnamed: 14 has 11 (13.1%) missing valuesMissing
Unnamed: 15 has 15 (17.9%) missing valuesMissing
Elementary School has 9 (10.7%) missing valuesMissing
Unnamed: 17 has 15 (17.9%) missing valuesMissing
Unnamed: 18 has 11 (13.1%) missing valuesMissing
Unnamed: 19 has 15 (17.9%) missing valuesMissing
Unnamed: 20 has 11 (13.1%) missing valuesMissing
Unnamed: 21 has 15 (17.9%) missing valuesMissing
Unnamed: 22 has 11 (13.1%) missing valuesMissing
Unnamed: 23 has 15 (17.9%) missing valuesMissing
Unnamed: 24 has 11 (13.1%) missing valuesMissing
Unnamed: 25 has 15 (17.9%) missing valuesMissing
Unnamed: 26 has 11 (13.1%) missing valuesMissing
Unnamed: 27 has 15 (17.9%) missing valuesMissing
Unnamed: 28 has 11 (13.1%) missing valuesMissing
Unnamed: 29 has 15 (17.9%) missing valuesMissing
Unnamed: 30 has 11 (13.1%) missing valuesMissing
Unnamed: 31 has 15 (17.9%) missing valuesMissing
Unnamed: 32 has 11 (13.1%) missing valuesMissing
Unnamed: 33 has 15 (17.9%) missing valuesMissing
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Elementary School is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 31 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-16 04:16:39.835971
Analysis finished2024-03-16 04:16:40.119816
Duration0.28 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

초등학교
Text

MISSING 

Distinct39
Distinct (%)52.0%
Missing9
Missing (%)10.7%
Memory size804.0 B
2024-03-16T13:16:40.453737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length117
Median length31
Mean length5.6933333
Min length2

Characters and Unicode

Total characters427
Distinct characters114
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique33 ?
Unique (%)44.0%

Sample

1st row3 - 10. 유 학 현 황 Studying Abroad
2nd row(2022.03.01 ~ 2023.02.28)
3rd row구분
4th rowClassification
5th row총계
ValueCountFrequency (%)
공립 31
25.4%
8
 
6.6%
사립 3
 
2.5%
studying 2
 
1.6%
2023.02.28 2
 
1.6%
classification 2
 
1.6%
구분 2
 
1.6%
abroad 2
 
1.6%
2022.03.01 2
 
1.6%
2
 
1.6%
Other values (61) 66
54.1%
2024-03-16T13:16:41.055047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
50
 
11.7%
34
 
8.0%
31
 
7.3%
31
 
7.3%
2 15
 
3.5%
0 12
 
2.8%
, 11
 
2.6%
. 11
 
2.6%
i 8
 
1.9%
6
 
1.4%
Other values (104) 218
51.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 241
56.4%
Space Separator 51
 
11.9%
Lowercase Letter 50
 
11.7%
Decimal Number 40
 
9.4%
Other Punctuation 26
 
6.1%
Uppercase Letter 6
 
1.4%
Close Punctuation 4
 
0.9%
Control 3
 
0.7%
Dash Punctuation 2
 
0.5%
Math Symbol 2
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
34
 
14.1%
31
 
12.9%
31
 
12.9%
6
 
2.5%
6
 
2.5%
6
 
2.5%
6
 
2.5%
5
 
2.1%
5
 
2.1%
5
 
2.1%
Other values (70) 106
44.0%
Lowercase Letter
ValueCountFrequency (%)
i 8
16.0%
a 6
12.0%
n 4
 
8.0%
o 4
 
8.0%
d 4
 
8.0%
t 4
 
8.0%
s 4
 
8.0%
y 2
 
4.0%
g 2
 
4.0%
u 2
 
4.0%
Other values (5) 10
20.0%
Decimal Number
ValueCountFrequency (%)
2 15
37.5%
0 12
30.0%
3 6
 
15.0%
1 5
 
12.5%
8 2
 
5.0%
Other Punctuation
ValueCountFrequency (%)
, 11
42.3%
. 11
42.3%
: 3
 
11.5%
/ 1
 
3.8%
Uppercase Letter
ValueCountFrequency (%)
C 2
33.3%
S 2
33.3%
A 2
33.3%
Space Separator
ValueCountFrequency (%)
50
98.0%
  1
 
2.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Control
ValueCountFrequency (%)
3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 241
56.4%
Common 130
30.4%
Latin 56
 
13.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
34
 
14.1%
31
 
12.9%
31
 
12.9%
6
 
2.5%
6
 
2.5%
6
 
2.5%
6
 
2.5%
5
 
2.1%
5
 
2.1%
5
 
2.1%
Other values (70) 106
44.0%
Latin
ValueCountFrequency (%)
i 8
14.3%
a 6
 
10.7%
n 4
 
7.1%
o 4
 
7.1%
d 4
 
7.1%
t 4
 
7.1%
s 4
 
7.1%
y 2
 
3.6%
g 2
 
3.6%
u 2
 
3.6%
Other values (8) 16
28.6%
Common
ValueCountFrequency (%)
50
38.5%
2 15
 
11.5%
0 12
 
9.2%
, 11
 
8.5%
. 11
 
8.5%
3 6
 
4.6%
1 5
 
3.8%
) 4
 
3.1%
3
 
2.3%
: 3
 
2.3%
Other values (6) 10
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 241
56.4%
ASCII 185
43.3%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
50
27.0%
2 15
 
8.1%
0 12
 
6.5%
, 11
 
5.9%
. 11
 
5.9%
i 8
 
4.3%
3 6
 
3.2%
a 6
 
3.2%
1 5
 
2.7%
n 4
 
2.2%
Other values (23) 57
30.8%
Hangul
ValueCountFrequency (%)
34
 
14.1%
31
 
12.9%
31
 
12.9%
6
 
2.5%
6
 
2.5%
6
 
2.5%
6
 
2.5%
5
 
2.1%
5
 
2.1%
5
 
2.1%
Other values (70) 106
44.0%
None
ValueCountFrequency (%)
  1
100.0%

Unnamed: 1
Text

MISSING 

Distinct33
Distinct (%)50.8%
Missing19
Missing (%)22.6%
Memory size804.0 B
2024-03-16T13:16:41.354202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length6
Mean length6.4
Min length4

Characters and Unicode

Total characters416
Distinct characters34
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)47.7%

Sample

1st rowTotal
2nd rowPublic
3rd rowPrivate
4th rowSuwon
5th rowPublic
ValueCountFrequency (%)
public 31
47.7%
private 3
 
4.6%
namyangju 1
 
1.5%
gimpo 1
 
1.5%
icheon 1
 
1.5%
anseong 1
 
1.5%
yeoju 1
 
1.5%
yangpyeong 1
 
1.5%
hanam 1
 
1.5%
guri-si 1
 
1.5%
Other values (23) 23
35.4%
2024-03-16T13:16:41.855510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
u 42
10.1%
i 41
9.9%
P 37
 
8.9%
c 37
 
8.9%
n 34
 
8.2%
l 32
 
7.7%
b 32
 
7.7%
a 23
 
5.5%
o 22
 
5.3%
g 19
 
4.6%
Other values (24) 97
23.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 351
84.4%
Uppercase Letter 64
 
15.4%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
u 42
12.0%
i 41
11.7%
c 37
10.5%
n 34
9.7%
l 32
9.1%
b 32
9.1%
a 23
6.6%
o 22
6.3%
g 19
 
5.4%
e 17
 
4.8%
Other values (11) 52
14.8%
Uppercase Letter
ValueCountFrequency (%)
P 37
57.8%
G 7
 
10.9%
Y 5
 
7.8%
A 3
 
4.7%
S 3
 
4.7%
U 2
 
3.1%
H 2
 
3.1%
I 1
 
1.6%
B 1
 
1.6%
T 1
 
1.6%
Other values (2) 2
 
3.1%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 415
99.8%
Common 1
 
0.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
u 42
10.1%
i 41
9.9%
P 37
 
8.9%
c 37
 
8.9%
n 34
 
8.2%
l 32
 
7.7%
b 32
 
7.7%
a 23
 
5.5%
o 22
 
5.3%
g 19
 
4.6%
Other values (23) 96
23.1%
Common
ValueCountFrequency (%)
- 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 416
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
u 42
10.1%
i 41
9.9%
P 37
 
8.9%
c 37
 
8.9%
n 34
 
8.2%
l 32
 
7.7%
b 32
 
7.7%
a 23
 
5.5%
o 22
 
5.3%
g 19
 
4.6%
Other values (24) 97
23.3%

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing7
Missing (%)8.3%
Memory size804.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing7
Missing (%)8.3%
Memory size804.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Elementary School
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)10.7%
Memory size804.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 31
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Unnamed: 32
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)13.1%
Memory size804.0 B

Unnamed: 33
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)17.9%
Memory size804.0 B

Sample

초등학교Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Elementary SchoolUnnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33
03 - 10. 유 학 현 황 Studying Abroad<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1(2022.03.01 ~ 2023.02.28)<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2구분<NA>총 계NaN원인별NaNNaNNaNNaNNaN국가별NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
3Classification<NA>TotalNaNBy CauseNaNNaNNaNNaNNaNBy CountryNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4<NA><NA>NaNNaN유학NaN해외이주NaN파견동행NaN미국NaN캐나다NaN유럽NaN일본NaN중국NaN호주NaN뉴질랜드NaN중동NaN남미NaN동남아NaN기타NaN미확인NaN
5<NA><NA>NaNNaNStudying \nAbroadNaNEmigrationNaNDispatch &\nAccompaniedNaNUnited States\nof AmericaNaNCanadaNaNEuropeNaNJapanNaNChinaNaNAustraliaNaNNew ZealandNaNMiddle EastNaNSouth \nAmericaNaNSouth-East\nAsiaNaNOthersNaNUnconfirmedNaN
6<NA><NA>여자여자여자여자여자여자여자여자여자여자여자여자여자여자여자여자
7<NA><NA>TFTFTFTFTFTFTFTFTFTFTFTFTFTFTFTF
8총계Total360517249964845922612017979104948759127821199118503721931295950294320582974835223212642
9공립Public356917079874775862581996972103448058827621199118503721931295949284320582973734822712431
초등학교Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Elementary SchoolUnnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33
74공립Public13866361219108344157135--315227943211212812126--
75양주시Yangju1743-1341-4231--5-----1---212-----
76공립Public1743-1341-4231--5-----1---212-----
77포천시Pocheon105951-----51--------------4311--
78공립Public105951-----51--------------4311--
79가평군Gapyeong844242--4121--11------------11--
80공립Public844242--4121--11------------11--
81연천군Yeoncheon2-2-------2---------------------
82공립Public2-2-------2---------------------
83주 : 1) 유럽 : 영국, 프랑스, 독일, 스페인, 러시아 / 동남아 : 필리핀, 태국, 싱가포르, 인도, 인도네시아, 말레이시아, 베트남, 그 외. 2) 유학에는 미인정유학 및 인정유학이 포함됨<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNote : 1) Europe : United Kingdom, France, Germany, Spain, Russia / South-East Asia : Philippines, Thailand, Singapore, India, Indonesia, Malaysia, Vietnam and others. \n      2) Studying Abroad is included both disapproved and approvedNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Duplicate rows

Most frequently occurring

초등학교Unnamed: 1# duplicates
3공립Public31
6<NA><NA>9
5사립Private3
0(2022.03.01 ~ 2023.02.28)<NA>2
13 - 10. 유 학 현 황 Studying Abroad<NA>2
2Classification<NA>2
4구분<NA>2