Overview

Dataset statistics

Number of variables6
Number of observations7488
Missing cells0
Missing cells (%)0.0%
Duplicate rows9
Duplicate rows (%)0.1%
Total size in memory351.1 KiB
Average record size in memory48.0 B

Variable types

DateTime1
Categorical1
Text4

Dataset

Description뉴스데이터베이스 "BIGKinds" 기반 분석 자료, 기타 메타정보https://www.bigkinds.or.kr 에 접속하시면 보다 많은 정보를 확인할 수 있습니다.일본 관련 뉴스 분석 자료입니다. 일본 관련 뉴스와 키워드를 확인할 수 있습니다.
Author한국언론진흥재단
URLhttps://www.data.go.kr/data/15094436/fileData.do

Alerts

Dataset has 9 (0.1%) duplicate rowsDuplicates

Reproduction

Analysis started2024-04-06 08:36:02.856768
Analysis finished2024-04-06 08:36:13.156806
Duration10.3 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

일자
Date

Distinct52
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size58.6 KiB
Minimum1993-01-01 00:00:00
Maximum1993-02-25 00:00:00
2024-04-06T17:36:13.341454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:36:13.613666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

언론사
Categorical

Distinct18
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size58.6 KiB
한국경제
754 
서울신문
620 
부산일보
606 
세계일보
591 
중앙일보
561 
Other values (13)
4356 

Length

Max length6
Median length4
Mean length4.100828
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row세계일보
2nd row한국일보
3rd row경향신문
4th row경향신문
5th row경향신문

Common Values

ValueCountFrequency (%)
한국경제 754
 
10.1%
서울신문 620
 
8.3%
부산일보 606
 
8.1%
세계일보 591
 
7.9%
중앙일보 561
 
7.5%
문화일보 549
 
7.3%
국민일보 439
 
5.9%
한겨레 436
 
5.8%
경향신문 426
 
5.7%
동아일보 373
 
5.0%
Other values (8) 2133
28.5%

Length

2024-04-06T17:36:13.869972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
한국경제 754
 
10.1%
서울신문 620
 
8.3%
부산일보 606
 
8.1%
세계일보 591
 
7.9%
중앙일보 561
 
7.5%
문화일보 549
 
7.3%
국민일보 439
 
5.9%
한겨레 436
 
5.8%
경향신문 426
 
5.7%
동아일보 373
 
5.0%
Other values (8) 2133
28.5%

제목
Text

Distinct7231
Distinct (%)96.6%
Missing0
Missing (%)0.0%
Memory size58.6 KiB
2024-04-06T17:36:14.451076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length114
Median length50
Mean length20.238916
Min length1

Characters and Unicode

Total characters151549
Distinct characters2347
Distinct categories17 ?
Distinct scripts4 ?
Distinct blocks12 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7126 ?
Unique (%)95.2%

Sample

1st rowEC 단일시장 오늘 출범,협상 7년만에
2nd row미,일등 5개국 전략시장 선정,5대 상품 수출 특별지원
3rd row혼돈속 새질서 탄생예고,남,북보다 주변국요소 중요,한반도통일환경
4th row1월중 산업경기,하락세 계속될듯,전경련 전망
5th row일 (쌀 개방) 대비,농민 구제안 검토,보상액 1조엔 넘을 듯
ValueCountFrequency (%)
337
 
1.1%
181
 
0.6%
139
 
0.4%
126
 
0.4%
96
 
0.3%
한국 88
 
0.3%
일본 75
 
0.2%
68
 
0.2%
68
 
0.2%
수출 61
 
0.2%
Other values (20057) 30140
96.1%
2024-04-06T17:36:15.383852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
24092
 
15.9%
, 4282
 
2.8%
( 2449
 
1.6%
) 2448
 
1.6%
1715
 
1.1%
1701
 
1.1%
1544
 
1.0%
1527
 
1.0%
1387
 
0.9%
1372
 
0.9%
Other values (2337) 109032
71.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 108943
71.9%
Space Separator 24093
 
15.9%
Other Punctuation 6515
 
4.3%
Decimal Number 4269
 
2.8%
Open Punctuation 2467
 
1.6%
Close Punctuation 2466
 
1.6%
Uppercase Letter 1618
 
1.1%
Dash Punctuation 443
 
0.3%
Format 217
 
0.1%
Final Punctuation 147
 
0.1%
Other values (7) 371
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1715
 
1.6%
1701
 
1.6%
1544
 
1.4%
1527
 
1.4%
1387
 
1.3%
1372
 
1.3%
1334
 
1.2%
1267
 
1.2%
1227
 
1.1%
1103
 
1.0%
Other values (2243) 94766
87.0%
Uppercase Letter
ValueCountFrequency (%)
C 183
 
11.3%
E 138
 
8.5%
A 127
 
7.8%
T 126
 
7.8%
V 114
 
7.0%
K 92
 
5.7%
P 92
 
5.7%
U 91
 
5.6%
O 69
 
4.3%
R 67
 
4.1%
Other values (14) 519
32.1%
Other Punctuation
ValueCountFrequency (%)
, 4282
65.7%
' 1259
 
19.3%
: 286
 
4.4%
286
 
4.4%
% 186
 
2.9%
. 111
 
1.7%
56
 
0.9%
22
 
0.3%
14
 
0.2%
7
 
0.1%
Other values (3) 6
 
0.1%
Other Number
ValueCountFrequency (%)
4
16.7%
4
16.7%
3
12.5%
3
12.5%
3
12.5%
2
8.3%
1
 
4.2%
1
 
4.2%
1
 
4.2%
1
 
4.2%
Decimal Number
ValueCountFrequency (%)
1 869
20.4%
3 612
14.3%
2 565
13.2%
0 490
11.5%
5 346
 
8.1%
4 339
 
7.9%
6 305
 
7.1%
9 296
 
6.9%
7 259
 
6.1%
8 188
 
4.4%
Lowercase Letter
ValueCountFrequency (%)
m 28
50.0%
t 13
23.2%
k 7
 
12.5%
g 3
 
5.4%
v 2
 
3.6%
c 1
 
1.8%
d 1
 
1.8%
b 1
 
1.8%
Other Symbol
ValueCountFrequency (%)
2
25.0%
1
12.5%
1
12.5%
1
12.5%
1
12.5%
1
12.5%
1
12.5%
Math Symbol
ValueCountFrequency (%)
| 84
59.6%
31
 
22.0%
13
 
9.2%
13
 
9.2%
Open Punctuation
ValueCountFrequency (%)
( 2449
99.3%
17
 
0.7%
1
 
< 0.1%
Close Punctuation
ValueCountFrequency (%)
) 2448
99.3%
17
 
0.7%
1
 
< 0.1%
Dash Punctuation
ValueCountFrequency (%)
- 441
99.5%
1
 
0.2%
1
 
0.2%
Space Separator
ValueCountFrequency (%)
24092
> 99.9%
  1
 
< 0.1%
Letter Number
ValueCountFrequency (%)
5
83.3%
1
 
16.7%
Format
ValueCountFrequency (%)
­ 217
100.0%
Final Punctuation
ValueCountFrequency (%)
147
100.0%
Initial Punctuation
ValueCountFrequency (%)
135
100.0%
Modifier Symbol
ValueCountFrequency (%)
´ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 97778
64.5%
Common 40925
27.0%
Han 11166
 
7.4%
Latin 1680
 
1.1%

Most frequent character per script

Han
ValueCountFrequency (%)
736
 
6.6%
344
 
3.1%
327
 
2.9%
284
 
2.5%
148
 
1.3%
146
 
1.3%
111
 
1.0%
107
 
1.0%
106
 
0.9%
97
 
0.9%
Other values (1206) 8760
78.5%
Hangul
ValueCountFrequency (%)
1715
 
1.8%
1701
 
1.7%
1544
 
1.6%
1527
 
1.6%
1387
 
1.4%
1372
 
1.4%
1334
 
1.4%
1267
 
1.3%
1227
 
1.3%
1103
 
1.1%
Other values (1028) 83601
85.5%
Common
ValueCountFrequency (%)
24092
58.9%
, 4282
 
10.5%
( 2449
 
6.0%
) 2448
 
6.0%
' 1259
 
3.1%
1 869
 
2.1%
3 612
 
1.5%
2 565
 
1.4%
0 490
 
1.2%
- 441
 
1.1%
Other values (49) 3418
 
8.4%
Latin
ValueCountFrequency (%)
C 183
 
10.9%
E 138
 
8.2%
A 127
 
7.6%
T 126
 
7.5%
V 114
 
6.8%
K 92
 
5.5%
P 92
 
5.5%
U 91
 
5.4%
O 69
 
4.1%
R 67
 
4.0%
Other values (24) 581
34.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 97775
64.5%
ASCII 41586
27.4%
CJK 10941
 
7.2%
Punctuation 577
 
0.4%
None 375
 
0.2%
CJK Compat Ideographs 225
 
0.1%
Math Operators 31
 
< 0.1%
Enclosed Alphanum 24
 
< 0.1%
Number Forms 6
 
< 0.1%
CJK Compat 6
 
< 0.1%
Other values (2) 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
24092
57.9%
, 4282
 
10.3%
( 2449
 
5.9%
) 2448
 
5.9%
' 1259
 
3.0%
1 869
 
2.1%
3 612
 
1.5%
2 565
 
1.4%
0 490
 
1.2%
- 441
 
1.1%
Other values (44) 4079
 
9.8%
Hangul
ValueCountFrequency (%)
1715
 
1.8%
1701
 
1.7%
1544
 
1.6%
1527
 
1.6%
1387
 
1.4%
1372
 
1.4%
1334
 
1.4%
1267
 
1.3%
1227
 
1.3%
1103
 
1.1%
Other values (1026) 83598
85.5%
CJK
ValueCountFrequency (%)
736
 
6.7%
344
 
3.1%
327
 
3.0%
284
 
2.6%
148
 
1.4%
146
 
1.3%
111
 
1.0%
107
 
1.0%
106
 
1.0%
97
 
0.9%
Other values (1159) 8535
78.0%
Punctuation
ValueCountFrequency (%)
286
49.6%
147
25.5%
135
23.4%
7
 
1.2%
1
 
0.2%
1
 
0.2%
None
ValueCountFrequency (%)
­ 217
57.9%
56
 
14.9%
22
 
5.9%
17
 
4.5%
17
 
4.5%
14
 
3.7%
13
 
3.5%
13
 
3.5%
´ 1
 
0.3%
1
 
0.3%
Other values (4) 4
 
1.1%
CJK Compat Ideographs
ValueCountFrequency (%)
56
24.9%
43
19.1%
20
 
8.9%
9
 
4.0%
9
 
4.0%
7
 
3.1%
5
 
2.2%
5
 
2.2%
4
 
1.8%
4
 
1.8%
Other values (37) 63
28.0%
Math Operators
ValueCountFrequency (%)
31
100.0%
Number Forms
ValueCountFrequency (%)
5
83.3%
1
 
16.7%
Enclosed Alphanum
ValueCountFrequency (%)
4
16.7%
4
16.7%
3
12.5%
3
12.5%
3
12.5%
2
8.3%
1
 
4.2%
1
 
4.2%
1
 
4.2%
1
 
4.2%
Compat Jamo
ValueCountFrequency (%)
2
100.0%
CJK Compat
ValueCountFrequency (%)
2
33.3%
1
16.7%
1
16.7%
1
16.7%
1
16.7%
Geometric Shapes
ValueCountFrequency (%)
1
100.0%
Distinct82
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size58.6 KiB
2024-04-06T17:36:15.792890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length6.571047
Min length5

Characters and Unicode

Total characters49204
Distinct characters140
Distinct categories4 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경제-국제경제
2nd row경제-무역
3rd row국제-국제일반
4th row경제-무역
5th row경제-경제일반
ValueCountFrequency (%)
국제-일본 1218
 
16.3%
경제-무역 660
 
8.8%
스포츠-올림픽_아시안게임 371
 
5.0%
정치-북한 288
 
3.8%
국제-국제일반 264
 
3.5%
경제-산업_기업 261
 
3.5%
문화-출판 234
 
3.1%
정치-외교 230
 
3.1%
국제-중국 226
 
3.0%
정치-국회_정당 173
 
2.3%
Other values (72) 3563
47.6%
2024-04-06T17:36:16.517772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 7517
 
15.3%
4828
 
9.8%
3261
 
6.6%
_ 2263
 
4.6%
2205
 
4.5%
1934
 
3.9%
1338
 
2.7%
1218
 
2.5%
1165
 
2.4%
1032
 
2.1%
Other values (130) 22443
45.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 38424
78.1%
Dash Punctuation 7517
 
15.3%
Connector Punctuation 2263
 
4.6%
Uppercase Letter 1000
 
2.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
4828
 
12.6%
3261
 
8.5%
2205
 
5.7%
1934
 
5.0%
1338
 
3.5%
1218
 
3.2%
1165
 
3.0%
1032
 
2.7%
982
 
2.6%
916
 
2.4%
Other values (122) 19545
50.9%
Uppercase Letter
ValueCountFrequency (%)
T 312
31.2%
I 312
31.2%
U 146
14.6%
E 146
14.6%
S 56
 
5.6%
N 28
 
2.8%
Dash Punctuation
ValueCountFrequency (%)
- 7517
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2263
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 38424
78.1%
Common 9780
 
19.9%
Latin 1000
 
2.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
4828
 
12.6%
3261
 
8.5%
2205
 
5.7%
1934
 
5.0%
1338
 
3.5%
1218
 
3.2%
1165
 
3.0%
1032
 
2.7%
982
 
2.6%
916
 
2.4%
Other values (122) 19545
50.9%
Latin
ValueCountFrequency (%)
T 312
31.2%
I 312
31.2%
U 146
14.6%
E 146
14.6%
S 56
 
5.6%
N 28
 
2.8%
Common
ValueCountFrequency (%)
- 7517
76.9%
_ 2263
 
23.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 38424
78.1%
ASCII 10780
 
21.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 7517
69.7%
_ 2263
 
21.0%
T 312
 
2.9%
I 312
 
2.9%
U 146
 
1.4%
E 146
 
1.4%
S 56
 
0.5%
N 28
 
0.3%
Hangul
ValueCountFrequency (%)
4828
 
12.6%
3261
 
8.5%
2205
 
5.7%
1934
 
5.0%
1338
 
3.5%
1218
 
3.2%
1165
 
3.0%
1032
 
2.7%
982
 
2.6%
916
 
2.4%
Other values (122) 19545
50.9%
Distinct7479
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Memory size58.6 KiB
2024-04-06T17:36:17.237451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length800
Mean length534.13982
Min length17

Characters and Unicode

Total characters3999639
Distinct characters3756
Distinct categories11 ?
Distinct scripts6 ?
Distinct blocks9 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7470 ?
Unique (%)99.8%

Sample

1st rowEC,단일,시장,출범,협상,7년,역내,자유,물적,이동,보장,유럽공동체,EC,회원국,단일시장,1월,0시,공식출범,EC,이날,역내,회원국,국경,교류,상품,자본및,서비스,자유,이동,보장,세계,최대,규모,단일,시장,출범,EC단일시장,EC,집행,위원회,EC경제,활력,미국,일본,경쟁력,강화,각종,장벽,철폐,합의,7년,EC집행위원회,단일,시장,형성,방안,회원국들,사람,상품,자본,서비스,자유이동,제한,국경통제,출입국,검사,회원국들,물리,장벽,회원국,정책,제도,장벽,세제,재정,장벽,제거,결정,EC집행위,2백,법률,지침,마련,입법조치,회원국별,입법화,회원국,입법,조치,11월말,80%선,EC단일시장,불완전,상태,출범
2nd row선정,전략,시장,5대,특별지원,상품,수출,특별,지원,무공,마케팅조사,연수파견등대한무역진흥공사,중국,미국,일본,5개국,전략,수출,시장,시장,중점,수출,전략,상품,선정,특별,지원,무공,침체,수출,회생,국가,특성,전략상품,집중적,지원,판단,시장별,수출,유망,상품,마케팅,조사,연수자,파견,전략상품,수출,진단,파견,산업시찰단,초청,지원활동,무공,해외,무역관,조합,상품,추천,선정,전략시장,전략상품,미국,가구,금속,사무,일본,계측기,독일,주방용품,중국,섬유기계,인도네시아,선반류,무공,전략상품,수출확대,5차례,목표시장,심층적,마케팅조사,생산기술자,기술연수생,파견,계획,해외,기술진,유력,바이어,초청,생산업체,대상,세미나,개최,현장,지도,업계,수출상담,한편,차례,전략,상품,수출,진단,파견,예정
3rd row탄생예고,혼돈,질서,탄생,예고,주변국,요소,중요,한반도통일환경,유엔,증대,공론,화땐,추진력,중국,캐스팅보트,위상,강화,남북관계,진전,결실,72년,남북,공동,성명,실천적,합의서,발효,조항,기본,합의,분단,이래,반세기,쌍방,국호,명시,쌍방,총리,직위,서명,경과,통일,양자,입장,조짐,북한,대남,정책,변화,동아시아,국제,환경,변화,대응,채택,선전,평화공세,본질,대남,혁명,노선,변화,일본,전문가,사이,단기적,북한,강경입장,쌍방,합의,통일,사람,통일,환경조성,유감,상태,남북대화,진전,주변국가,한반도,정책,여하,좌우,측면,동아시아,국제환경,한국,유리,부정,강대국,움직,지적,출범,클린턴,클린턴,민주당,정부,북한,핵사찰문제,인권문제,중심,강경,한국,미국,접근,시도,북한,의도,성공,미지수,러시아,옐친,방한,러시아,북한,지원,생각,러시아,국내정치,불안정때문,행동,가능성,유엔,국제기관,한반도문제,논의,미국,동조,형태,한국측,입장,도움,세계여론,형성,의미,통일촉진,추진력,일본,입장,울타리안,핵사찰문제,남북문제,진전,북한,일본간,교섭,진전,불투명,중국,중국,입장,북한,지원,동아시아,정치력,강화,북한,외면,한반도문제,캐스팅보트,목적,중국,개방정책,정치민주화,정도,진전,통일문제,중국,태도,결정,한반도,국제환경,불투명,상황,북한,지지,국제여론,후퇴,남북대화,추진,2차,대전후,반세기,분단,지속,대화,개시,주변국가,역학관계,사실,장래,통일,실현,전제,주변국가,동향,동아시아,국제,질서,상황,연관,북한,국제,여론,형성,평화공세,국제여론,향방,한국,주장,합의,통일,단기적,성숙,한국측,그날,대비,장기적,시야,국력,인내,대화
4th row1월,산업경기,하락세,전경련,전망,새해,국내산업경기,전망,전국경제인,연합회,광공,업체,개사,대상,조사,1일,1월,산업경기전망,하강국면,이래,하강,국면,기업,경기,실사,지수,BSI,기준치,1백,전월,예측,경기,하강세,지속,전망,전경련,기업,투자심리,냉각,건설,포함,내수경기,위축,선진국,수출,경기,회복,지연,기업,경기,심리,부문별,생산,경기,침체,내수,부진,지속,미국,일본,선진국,시장,수출감소세,영향,업종,부진,예상,연말연시,대선,특수,영향,부진,내수경기,하락,전망
5th row개방,대비,농민,구제안,검토,보상액,1조,일본,정부,내달,개방,우루과이라운드,UR,협상,재개,수입,농민,자국,피해,보상방안,구체적,검토,시작,교도,공동,통신,소식통들,정부,소식통,인용,보도,교도통신,보상규모,1조,추산,소식통,정부,검토,쌀시장,개방,휴경,쌀농사,포기,농가,구제,방안,자국,농업,대외,경쟁력,계획,포함
ValueCountFrequency (%)
東北大,총장,과기원,한국과학기술연구원,kaist,4일,국제회의실,연구원,국제,회의실,2차,대전,경험,일본,r&d,주제,니시자와,일본,동북대,서택,윤일,총장,초청강연회 2
 
< 0.1%
全裸,뮤지컬,공연,성해방노래,캘커타,동경로이타,전라,배우들,등장,성해방,노래,에로틱,뮤지컬,60년대,인기,캘커타,일본,공연,예정,제한,나체,완전,정면,관객들,실망,뮤지컬,일본,이즈미나호씨,공연,예술,흥행,주인,이즈미나호,캘커타,일본,공연,원래,가능,계획,공연관련법,배우들,완전,나체,무대,유감,설명 2
 
< 0.1%
cy,구상,政治,활로,모색,거취,국민당,행로,민주,당운영,피력,관심,현대,중역,가족은퇴권유,거취,국민당,정주수,국민당,대표,정치일선,정치,의사,열흘간,일본체류,귀국,3일,2일,귀국,정대표,2일,광화문,중앙당사,기자회견,국민당,민주적,효율적,건전,야당,발전,대선,미궁,국민당,재도약,시사,출국,대선,출국,구설수,검찰소환,진로,불투명,정대표,기소문제,존립,진로문제,정대표,일본,구상,관심,집중,이날,회견,정대표,정치,의사,2천억,정치,발전,기금,출연,확인,대선기간중,물의,유용,현대중공업,비자금,소유주식,처분,1주일,진로,구체적,제시,이날,기자회견,정대표,정치,중단,포기,정치일선,건전,야당,육성,의지,피력,활로,모색,정대표,이날,위원,간담회,평생,도중,국민당,정당,존립,발전,생각,일본체류,언급,변정일,대변인,운영,고무적,시사,정대표,의원간담,국민당,총선,31명,당선,35명,소속,국회의원,보유,결속,어려움,극복,전제,진로,자신,외부,국민당,진로,자신감,피력,정대표,기소문제,검찰,자신,기소,표현,현대중공업,비자금,유용,사장,최수일,과잉충성,소유주식,처분,일축,외견상,기소문제,비중,모습,정대표,행보,정치권,기류,자신,기류,투명,정대표,진로,예견,정대표,선거사범,현중비,자금,유용,기소,정치권,기류,가시적,실체,회장,정세영,현대그룹,가족,현대,핵심간부들,대표,정치,현대,정대표,정치,권유,요인,정치,행로,잠재요소,간과,사안,김동길최고위원,당원들,정대표,기금,출연,민주적,민주,운영,요구,정대표,정치행로,정치,의지,얼마,충족,국민당,심사,당헌,당규,개정,바탕,정당,당직자들,1주년,창당,구상,관심 2
 
< 0.1%
日船路,개방,국제,관심,부각,합의,국행,자유,기항,압력태세,중국,시기,단축,압력,태세,양국,해운협,최대고비,항로,개방문제,중국,일본,대만등,해운,회담,협의회,최대,관심거리,전망,한국선주,협회,해운업계,우리나라,중국,해운회담,양국,항로,자유,기항,원칙,합의,항로,개방,국제적,현안중,해운,최대,현안,부각,전망,정부,94년,원양,일본,대만,선사,한일항,참여,허용,방침,중국,제3국항,자유기항원칙,항로,참여,정부,방침,원양,일본,대만,선사,중국,선례,정부,한일항,개방,압력,그동안,유지,기일,항로,보호,정책,가능성,업계,관계자,정부,94년,한일항,보호정책,지속,항로,개방,추세,감안,불가항력,개방,가능성,지적,정부,항로,선사,참여,선사,비교,항로,개방,한편,원양,선사,중국항로,진출,한일항,취항,선사,공동,운항,적극,권장,정부,해운회담,제3국,자유기항,다음번,양국,해운,협의회,양국,정부,선사,협의회,관심 2
 
< 0.1%
설문조사,침체원,競爭力,약화,48%,浮揚,조치땐,物價,불안,56%,景氣,활성화,조치,74%,회복,가능,17%,대다수,국민들,경기,활성,조치,생각,구체적,방법,행정,규제,완화,기업,사기진작,지적,경제,침체,국면,중요,원인,금리,생산,비용,국제,경쟁력,저하,추가적,경기,활성,조치,경기회복,생각,조사결과,럭키금성,경제,연구소,韓濟新聞,공동,출범,정부,추가적,경기,활성,대책,기업,학계,일반국민,언론,인사,일반,국민,2백,대상,설문조사,조사,정부,출범,경기,활성,조치,질문,절대,다수,응답자,73.9%,대답,응답,비율,26.1%,기업인,90%,기업인들,경기침체,생각,설문내용,추가적,경기,활성,조치,경제,자생적,회복,생각,질문,37.1%,의응답자,회복,불투명,경제,활력회복,추가적,대책,경기,활성,시행,인식,금년중,회복,비율,16.7%,내년,상반기,내년,응답,비율,24.1%,22.6%,조사,대상,그룹,학계,언론,인사,기업,상대적,경기회복,비관적,조사,경기침체,원인,질문,응답자,절반,가량,47.8%,임금,생산비용,국제,경쟁력,저하,경기침체,탈피,약화,제조업,국제경쟁력,최선,정부,과도,긴축정책,내수부진,15.5%,침체,원인,지적,이외,ec,미국,일본,유럽공동체,선진국경제침체,14.3%,정국불안,9.0%,1,26공,금리인하,조치,상태,정부,추가적,경기,활성,대책,강구,방법,생각,질문,응답자,절반,53.5%,기업,환경,개선,행정,규제,완화,기업인들,사기진작,그간,기업,정부,과도,규제,간섭,경제활력,저하,간접적,시사,조사,대상,그룹,기업,50.0%,언론계,63.8%,학계,56.4%,과반수,응답자,침체,경제,행정규제,완화,기업인,사기진작,지적,정도,국민,컨센서스,정부,경제정책기조,행정규제,최소화,민간,자율성,정부,국민,경기,활성,대책,응답,사회간접자본,확충,공공투자,증대,14.7%,시장실세금리,하향,안정,유도,공금리,추가인하,13.1%,현시점,경기,활성,조치,예상,부작용,생각,질문,응답자,56.3%,물가,불안,지적,국민들,경기,활성,조치,시행,물가안정기조,저해,범위,희망,산업구조조정,지연,19.2%,부동산투기,재연,14.7 2
 
< 0.1%
統一,統一,유엔,역할,북한,강조,주목,동경령,북한,통일,남북,통일,유엔,역할,주목,일본,요미우리,독매,신문,북한,노동당,기관지,노동신문,이날,조선,통일,관계제국,협력문제,논설,미국,일본,양국,조선통일,노력,필요성,주장,통일문제,해결,유엔,상응,역할,강조 2
 
< 0.1%
소설,감명,국민당,정주영,대표,회견,비공개,소속의원,간담회,자신,대권,도전,취지,발언,눈길,정대표,간담회,일본,소설,사무라이,비디오,지도자,부하,국가,민족,희생,감명,군대,나라,민족,나라,진정,사랑,생각,상황,대통령후보,출마,생각,참석자,전언 2
 
< 0.1%
君子路,국민,일본행,저지,충신,역신,실감,다국적군,개시,이라크,공습,후세인,실수,지급,보너스,중기,사원,사장,자살,전염 2
 
< 0.1%
기업,스포츠,후원,자제,모리오카,로이타,일본기업들,거품경제,각종,스포츠행사,각종,스포츠,행사,후원,자동차메이커,혼다사,세계자동차,경주대회,공식후원사,올림픽,국제,올림픽,위원회,ioc,주관행사,단골,후원,업체,브라더사,ioc,공식,후원,업체,계약,체결,계획,공식발표 2
 
< 0.1%
中國,여자,결승,좌절,완패,아시안,탁구,한국,여자,국제탁구대회,아시안,국제,탁구,대회,중국,결승진출,좌절,여자팀,상해,중국,준결승,대회,이틀,洪次玉,朴海晶,柳智惠,덩야핑,호화멤버,중국,단식,홍콩,대만,공동3위,선수단,진출,확정,남자팀,예선,마지막,경기,李哲承,姜熙燦,劉南奎,일본,다자키,마쓰시다,이마,단식,1위,준결승,진출,일본,결승,티킷 1
 
< 0.1%
Other values (7469) 7469
99.7%
2024-04-06T17:36:18.351749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
, 1071489
26.8%
56051
 
1.4%
47055
 
1.2%
46529
 
1.2%
45854
 
1.1%
43148
 
1.1%
38641
 
1.0%
38612
 
1.0%
37268
 
0.9%
32431
 
0.8%
Other values (3746) 2542561
63.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2769491
69.2%
Other Punctuation 1085169
 
27.1%
Decimal Number 103139
 
2.6%
Uppercase Letter 35075
 
0.9%
Lowercase Letter 5762
 
0.1%
Dash Punctuation 947
 
< 0.1%
Format 42
 
< 0.1%
Close Punctuation 6
 
< 0.1%
Open Punctuation 4
 
< 0.1%
Other Symbol 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
56051
 
2.0%
47055
 
1.7%
46529
 
1.7%
45854
 
1.7%
43148
 
1.6%
38641
 
1.4%
38612
 
1.4%
37268
 
1.3%
32431
 
1.2%
31833
 
1.1%
Other values (3668) 2352069
84.9%
Lowercase Letter
ValueCountFrequency (%)
m 667
11.6%
t 562
 
9.8%
e 458
 
7.9%
a 414
 
7.2%
i 390
 
6.8%
g 343
 
6.0%
o 323
 
5.6%
n 317
 
5.5%
k 314
 
5.4%
r 307
 
5.3%
Other values (17) 1667
28.9%
Uppercase Letter
ValueCountFrequency (%)
C 3972
 
11.3%
A 3748
 
10.7%
E 3280
 
9.4%
T 2741
 
7.8%
P 2107
 
6.0%
I 2097
 
6.0%
S 1570
 
4.5%
V 1497
 
4.3%
D 1404
 
4.0%
N 1339
 
3.8%
Other values (16) 11320
32.3%
Decimal Number
ValueCountFrequency (%)
1 21368
20.7%
2 14564
14.1%
0 11513
11.2%
3 11258
10.9%
5 8916
8.6%
4 7829
 
7.6%
9 7813
 
7.6%
8 6961
 
6.7%
6 6783
 
6.6%
7 6134
 
5.9%
Other Punctuation
ValueCountFrequency (%)
, 1071489
98.7%
% 8178
 
0.8%
. 5370
 
0.5%
& 101
 
< 0.1%
: 17
 
< 0.1%
7
 
< 0.1%
4
 
< 0.1%
' 2
 
< 0.1%
1
 
< 0.1%
Dash Punctuation
ValueCountFrequency (%)
- 947
100.0%
Format
ValueCountFrequency (%)
­ 42
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Other Symbol
ValueCountFrequency (%)
3
100.0%
Math Symbol
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2708691
67.7%
Common 1189311
29.7%
Han 60797
 
1.5%
Latin 40835
 
1.0%
Katakana 3
 
< 0.1%
Greek 2
 
< 0.1%

Most frequent character per script

Han
ValueCountFrequency (%)
1992
 
3.3%
1670
 
2.7%
1340
 
2.2%
1308
 
2.2%
1080
 
1.8%
1074
 
1.8%
1008
 
1.7%
843
 
1.4%
796
 
1.3%
669
 
1.1%
Other values (2193) 49017
80.6%
Hangul
ValueCountFrequency (%)
56051
 
2.1%
47055
 
1.7%
46529
 
1.7%
45854
 
1.7%
43148
 
1.6%
38641
 
1.4%
38612
 
1.4%
37268
 
1.4%
32431
 
1.2%
31833
 
1.2%
Other values (1462) 2291269
84.6%
Latin
ValueCountFrequency (%)
C 3972
 
9.7%
A 3748
 
9.2%
E 3280
 
8.0%
T 2741
 
6.7%
P 2107
 
5.2%
I 2097
 
5.1%
S 1570
 
3.8%
V 1497
 
3.7%
D 1404
 
3.4%
N 1339
 
3.3%
Other values (41) 17080
41.8%
Common
ValueCountFrequency (%)
, 1071489
90.1%
1 21368
 
1.8%
2 14564
 
1.2%
0 11513
 
1.0%
3 11258
 
0.9%
5 8916
 
0.7%
% 8178
 
0.7%
4 7829
 
0.7%
9 7813
 
0.7%
8 6961
 
0.6%
Other values (15) 19422
 
1.6%
Katakana
ValueCountFrequency (%)
1
33.3%
1
33.3%
1
33.3%
Greek
ValueCountFrequency (%)
α 1
50.0%
β 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2708512
67.7%
ASCII 1230088
30.8%
CJK 59130
 
1.5%
CJK Compat Ideographs 1667
 
< 0.1%
Compat Jamo 179
 
< 0.1%
None 56
 
< 0.1%
Geometric Shapes 3
 
< 0.1%
Katakana 3
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
, 1071489
87.1%
1 21368
 
1.7%
2 14564
 
1.2%
0 11513
 
0.9%
3 11258
 
0.9%
5 8916
 
0.7%
% 8178
 
0.7%
4 7829
 
0.6%
9 7813
 
0.6%
8 6961
 
0.6%
Other values (60) 60199
 
4.9%
Hangul
ValueCountFrequency (%)
56051
 
2.1%
47055
 
1.7%
46529
 
1.7%
45854
 
1.7%
43148
 
1.6%
38641
 
1.4%
38612
 
1.4%
37268
 
1.4%
32431
 
1.2%
31833
 
1.2%
Other values (1443) 2291090
84.6%
CJK
ValueCountFrequency (%)
1992
 
3.4%
1670
 
2.8%
1340
 
2.3%
1308
 
2.2%
1080
 
1.8%
1074
 
1.8%
1008
 
1.7%
843
 
1.4%
796
 
1.3%
669
 
1.1%
Other values (2081) 47350
80.1%
CJK Compat Ideographs
ValueCountFrequency (%)
610
36.6%
171
 
10.3%
55
 
3.3%
55
 
3.3%
44
 
2.6%
36
 
2.2%
34
 
2.0%
31
 
1.9%
28
 
1.7%
27
 
1.6%
Other values (102) 576
34.6%
Compat Jamo
ValueCountFrequency (%)
68
38.0%
18
 
10.1%
13
 
7.3%
12
 
6.7%
11
 
6.1%
10
 
5.6%
8
 
4.5%
6
 
3.4%
6
 
3.4%
6
 
3.4%
Other values (9) 21
 
11.7%
None
ValueCountFrequency (%)
­ 42
75.0%
7
 
12.5%
4
 
7.1%
1
 
1.8%
α 1
 
1.8%
β 1
 
1.8%
Geometric Shapes
ValueCountFrequency (%)
3
100.0%
Katakana
ValueCountFrequency (%)
1
33.3%
1
33.3%
1
33.3%
Punctuation
ValueCountFrequency (%)
1
100.0%
Distinct7479
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Memory size58.6 KiB
2024-04-06T17:36:18.880677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length254
Median length188
Mean length133.01549
Min length21

Characters and Unicode

Total characters996020
Distinct characters3121
Distinct categories9 ?
Distinct scripts5 ?
Distinct blocks8 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7470 ?
Unique (%)99.8%

Sample

1st row단일시장,회원국,ec,회원국들,출입국,미국,위원회,회원국별,입법화,경쟁력,일본,2백,공식출범,입법조치,국경통제,ec단일시장,ec집행위원회,유럽공동체,불완전,자본및,자유이동,ec집행위,ec경제,장벽,출범,시장,서비스,자유
2nd row전략상품,일본,미국,중국,5개국,5대,5차례,마케팅조사,전략시장,인도네시아,주방용품,독일,선반류,시찰단,기술자,기술연수생,기술진,무역관,섬유기계,계측기,생산업체,한무역진흥공사,생산기술자,연수파견등대한무역진흥공사,산업시찰단,지원활동,수출상담,시장별,목표시장
3rd row한국,동아시아,중국,러시아,반세기,추진력,일본,국제여론,클린턴,미국,주변국가,대남,불투명,국제환경,한국측,남북대화,평화공세,민주당,탄생예고,한반도문제,핵사찰문제,캐스팅보트,움직,합의서,강대국,가능성,2차,대전후,인권문제,역학관계,주변국
4th row선진국,내수경기,전경련,1백,연합회,연말연시,수출감소세,하강국면,산업경기전망,산업경기,부문별,전국경제인,일본,투자심리,국내산업경기,미국,하락세,하강세,bsi,경기,전망,심리,부진,지속,기업,영향,산업,회복,내수,이래,침체,새해,기준,지수,업체,광공,개사
5th row1조,소식통,쌀시장,경쟁력,교도통신,쌀농사,우루과이라운드,보상규모,보상방안,소식통들,보상액,일본,구제안,ur,개방,정부,검토,자국,보상,방안,농민,내달,협상,계획,재개,포기,수입,대외,보도,농가,공동,교도,인용,통신,구제,농업,시작,구체적
ValueCountFrequency (%)
일본,한국과학기술연구원,연구원,동북대,회의실,2차,윤일,과기원,서택,국제회의실,니시자와,강연회,kaist,東北大,총장,국제,대전,경험,주제 2
 
< 0.1%
캘커타,일본,배우들,이즈미나호씨,관객들,성해방,전라,이즈미나호,공연관련법,동경로이타,성해방노래,全裸,공연,뮤지컬,노래,완전,원래,나체,정면,제한,배우,유감,가능,무대,계획,주인,흥행,관객,등장,실망,해방,예술,인기,예정,에로틱,설명 2
 
< 0.1%
정대표,국민당,현대,현대중공업,일본,최수일,정세영,소유주식,政治,현대그룹,일본체류,기자회견,정치일선,기소문제,정치권,당운영,의원간담,가시적,국회의원,김동길최고위원,김동길,당규,과잉충성 2
 
< 0.1%
중국,한일항,해운,협의회,대만,보호정책,자유기항,일본,제3국,가능성,해운협,압력태세,해운회담,현안중,한국선주,해운업계,해운업,국항,그동안,자유기항원칙,우리나라,제3국항,불가항력,관계자,최대고비,국행,관심거리,대만등,다음번 2
 
< 0.1%
경기활성화,응답자,행정규제,언론계,기업인,국제경쟁력,시장실세금리,금년중,국민들,상반기,활성화,경기침체,일본,미국,산업구조조정,부동산,공공투자,럭키금성,정국불안,생산비용,선진국,과반수,공금리,긴축정책,경쟁력,기업인들,사기진작,일반국민,불투명,경기회복 2
 
< 0.1%
일본,조선통일,노동신문,조선,統一,협력문제,필요성,독매,미국,요미우리,관계제국,통일문제,노동당,동경령,통일,북한,유엔,역할,주목,이날,강조,협력,논설,제국,주장,기관지,노력,양국,신문,남북,해결,상응 2
 
< 0.1%
간담회,사무라이,참석자,비공개,소속의원,대통령후보,지도자,정주영,정대표,일본,국민당,생각,감명,민족,나라,소설,회견,취지,발언,도전,대표,대통령,소속,눈길,대권,후보,부하,국가,비디오,상황,출마,의원,자신,진정,사랑,희생,군대,전언 2
 
< 0.1%
이라크,일본행,다국적군,후세인,君子路,자살,보너스,사장,공습,국민,대표,저지,충신,역신,실감,실수,지급,사원,중기,개시,전염 2
 
< 0.1%
자동차,위원회,ioc,로이타,일본기업들,세계자동차,혼다사,경주,모리오카,일본,거품경제,경주대회,주관행사,브라더사,스포츠행사,공식후원사,공식발표,후원사,자동차메이커,후원,공식,스포츠,각종,올림픽,계약,행사,기업,단골,업체,대회,거품,계획,세계,메이커,경제,체결,주관,자제,국제 2
 
< 0.1%
중국,준결승,여자팀,일본,姜熙燦,국제탁구대회,劉南奎,아시안,中國,한국,柳智惠,덩야핑,공동3위,朴海晶,호화멤버,대만,선수단,洪次玉,남자팀,마쓰시다,티킷,홍콩,다자키,李哲承,1위,상해,결승진출,聯合,결승,여자,진출,단식 1
 
< 0.1%
Other values (7469) 7469
99.7%
2024-04-06T17:36:19.726761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
, 230777
 
23.2%
19472
 
2.0%
12564
 
1.3%
12138
 
1.2%
11951
 
1.2%
11398
 
1.1%
10867
 
1.1%
9439
 
0.9%
9163
 
0.9%
8924
 
0.9%
Other values (3111) 659327
66.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 737528
74.0%
Other Punctuation 230793
 
23.2%
Decimal Number 17075
 
1.7%
Lowercase Letter 10593
 
1.1%
Format 24
 
< 0.1%
Other Symbol 3
 
< 0.1%
Dash Punctuation 2
 
< 0.1%
Math Symbol 1
 
< 0.1%
Close Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
19472
 
2.6%
12564
 
1.7%
12138
 
1.6%
11951
 
1.6%
11398
 
1.5%
10867
 
1.5%
9439
 
1.3%
9163
 
1.2%
8924
 
1.2%
8736
 
1.2%
Other values (3065) 622876
84.5%
Lowercase Letter
ValueCountFrequency (%)
a 1144
 
10.8%
c 1016
 
9.6%
e 904
 
8.5%
t 884
 
8.3%
p 765
 
7.2%
i 561
 
5.3%
k 535
 
5.1%
m 520
 
4.9%
s 432
 
4.1%
g 418
 
3.9%
Other values (16) 3414
32.2%
Decimal Number
ValueCountFrequency (%)
1 4069
23.8%
2 2782
16.3%
3 2330
13.6%
0 1699
10.0%
5 1390
 
8.1%
4 1374
 
8.0%
6 1049
 
6.1%
7 851
 
5.0%
8 826
 
4.8%
9 705
 
4.1%
Other Punctuation
ValueCountFrequency (%)
, 230777
> 99.9%
9
 
< 0.1%
3
 
< 0.1%
% 2
 
< 0.1%
' 2
 
< 0.1%
Format
ValueCountFrequency (%)
­ 24
100.0%
Other Symbol
ValueCountFrequency (%)
3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Math Symbol
ValueCountFrequency (%)
1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 709264
71.2%
Common 247899
 
24.9%
Han 28262
 
2.8%
Latin 10593
 
1.1%
Katakana 2
 
< 0.1%

Most frequent character per script

Han
ValueCountFrequency (%)
1040
 
3.7%
814
 
2.9%
630
 
2.2%
618
 
2.2%
560
 
2.0%
541
 
1.9%
539
 
1.9%
523
 
1.9%
460
 
1.6%
356
 
1.3%
Other values (1783) 22181
78.5%
Hangul
ValueCountFrequency (%)
19472
 
2.7%
12564
 
1.8%
12138
 
1.7%
11951
 
1.7%
11398
 
1.6%
10867
 
1.5%
9439
 
1.3%
9163
 
1.3%
8924
 
1.3%
8736
 
1.2%
Other values (1270) 594612
83.8%
Latin
ValueCountFrequency (%)
a 1144
 
10.8%
c 1016
 
9.6%
e 904
 
8.5%
t 884
 
8.3%
p 765
 
7.2%
i 561
 
5.3%
k 535
 
5.1%
m 520
 
4.9%
s 432
 
4.1%
g 418
 
3.9%
Other values (16) 3414
32.2%
Common
ValueCountFrequency (%)
, 230777
93.1%
1 4069
 
1.6%
2 2782
 
1.1%
3 2330
 
0.9%
0 1699
 
0.7%
5 1390
 
0.6%
4 1374
 
0.6%
6 1049
 
0.4%
7 851
 
0.3%
8 826
 
0.3%
Other values (10) 752
 
0.3%
Katakana
ValueCountFrequency (%)
1
50.0%
1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 709216
71.2%
ASCII 258452
 
25.9%
CJK 27173
 
2.7%
CJK Compat Ideographs 1089
 
0.1%
Compat Jamo 48
 
< 0.1%
None 37
 
< 0.1%
Geometric Shapes 3
 
< 0.1%
Katakana 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
, 230777
89.3%
1 4069
 
1.6%
2 2782
 
1.1%
3 2330
 
0.9%
0 1699
 
0.7%
5 1390
 
0.5%
4 1374
 
0.5%
a 1144
 
0.4%
6 1049
 
0.4%
c 1016
 
0.4%
Other values (31) 10822
 
4.2%
Hangul
ValueCountFrequency (%)
19472
 
2.7%
12564
 
1.8%
12138
 
1.7%
11951
 
1.7%
11398
 
1.6%
10867
 
1.5%
9439
 
1.3%
9163
 
1.3%
8924
 
1.3%
8736
 
1.2%
Other values (1256) 594564
83.8%
CJK
ValueCountFrequency (%)
1040
 
3.8%
814
 
3.0%
630
 
2.3%
618
 
2.3%
560
 
2.1%
541
 
2.0%
539
 
2.0%
523
 
1.9%
460
 
1.7%
356
 
1.3%
Other values (1690) 21092
77.6%
CJK Compat Ideographs
ValueCountFrequency (%)
317
29.1%
286
26.3%
77
 
7.1%
32
 
2.9%
25
 
2.3%
24
 
2.2%
20
 
1.8%
17
 
1.6%
16
 
1.5%
16
 
1.5%
Other values (83) 259
23.8%
None
ValueCountFrequency (%)
­ 24
64.9%
9
 
24.3%
3
 
8.1%
1
 
2.7%
Compat Jamo
ValueCountFrequency (%)
12
25.0%
11
22.9%
6
12.5%
3
 
6.2%
3
 
6.2%
3
 
6.2%
2
 
4.2%
2
 
4.2%
1
 
2.1%
1
 
2.1%
Other values (4) 4
 
8.3%
Geometric Shapes
ValueCountFrequency (%)
3
100.0%
Katakana
ValueCountFrequency (%)
1
50.0%
1
50.0%

Correlations

2024-04-06T17:36:19.898471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일자언론사통합 분류1
일자1.0000.2730.437
언론사0.2731.0000.504
통합 분류10.4370.5041.000

Missing values

2024-04-06T17:36:12.799729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:36:13.031835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

일자언론사제목통합 분류1키워드특성추출
01993-01-01세계일보EC 단일시장 오늘 출범,협상 7년만에경제-국제경제EC,단일,시장,출범,협상,7년,역내,자유,물적,이동,보장,유럽공동체,EC,회원국,단일시장,1월,0시,공식출범,EC,이날,역내,회원국,국경,교류,상품,자본및,서비스,자유,이동,보장,세계,최대,규모,단일,시장,출범,EC단일시장,EC,집행,위원회,EC경제,활력,미국,일본,경쟁력,강화,각종,장벽,철폐,합의,7년,EC집행위원회,단일,시장,형성,방안,회원국들,사람,상품,자본,서비스,자유이동,제한,국경통제,출입국,검사,회원국들,물리,장벽,회원국,정책,제도,장벽,세제,재정,장벽,제거,결정,EC집행위,2백,법률,지침,마련,입법조치,회원국별,입법화,회원국,입법,조치,11월말,80%선,EC단일시장,불완전,상태,출범단일시장,회원국,ec,회원국들,출입국,미국,위원회,회원국별,입법화,경쟁력,일본,2백,공식출범,입법조치,국경통제,ec단일시장,ec집행위원회,유럽공동체,불완전,자본및,자유이동,ec집행위,ec경제,장벽,출범,시장,서비스,자유
11993-01-01한국일보미,일등 5개국 전략시장 선정,5대 상품 수출 특별지원경제-무역선정,전략,시장,5대,특별지원,상품,수출,특별,지원,무공,마케팅조사,연수파견등대한무역진흥공사,중국,미국,일본,5개국,전략,수출,시장,시장,중점,수출,전략,상품,선정,특별,지원,무공,침체,수출,회생,국가,특성,전략상품,집중적,지원,판단,시장별,수출,유망,상품,마케팅,조사,연수자,파견,전략상품,수출,진단,파견,산업시찰단,초청,지원활동,무공,해외,무역관,조합,상품,추천,선정,전략시장,전략상품,미국,가구,금속,사무,일본,계측기,독일,주방용품,중국,섬유기계,인도네시아,선반류,무공,전략상품,수출확대,5차례,목표시장,심층적,마케팅조사,생산기술자,기술연수생,파견,계획,해외,기술진,유력,바이어,초청,생산업체,대상,세미나,개최,현장,지도,업계,수출상담,한편,차례,전략,상품,수출,진단,파견,예정전략상품,일본,미국,중국,5개국,5대,5차례,마케팅조사,전략시장,인도네시아,주방용품,독일,선반류,시찰단,기술자,기술연수생,기술진,무역관,섬유기계,계측기,생산업체,한무역진흥공사,생산기술자,연수파견등대한무역진흥공사,산업시찰단,지원활동,수출상담,시장별,목표시장
21993-01-01경향신문혼돈속 새질서 탄생예고,남,북보다 주변국요소 중요,한반도통일환경국제-국제일반탄생예고,혼돈,질서,탄생,예고,주변국,요소,중요,한반도통일환경,유엔,증대,공론,화땐,추진력,중국,캐스팅보트,위상,강화,남북관계,진전,결실,72년,남북,공동,성명,실천적,합의서,발효,조항,기본,합의,분단,이래,반세기,쌍방,국호,명시,쌍방,총리,직위,서명,경과,통일,양자,입장,조짐,북한,대남,정책,변화,동아시아,국제,환경,변화,대응,채택,선전,평화공세,본질,대남,혁명,노선,변화,일본,전문가,사이,단기적,북한,강경입장,쌍방,합의,통일,사람,통일,환경조성,유감,상태,남북대화,진전,주변국가,한반도,정책,여하,좌우,측면,동아시아,국제환경,한국,유리,부정,강대국,움직,지적,출범,클린턴,클린턴,민주당,정부,북한,핵사찰문제,인권문제,중심,강경,한국,미국,접근,시도,북한,의도,성공,미지수,러시아,옐친,방한,러시아,북한,지원,생각,러시아,국내정치,불안정때문,행동,가능성,유엔,국제기관,한반도문제,논의,미국,동조,형태,한국측,입장,도움,세계여론,형성,의미,통일촉진,추진력,일본,입장,울타리안,핵사찰문제,남북문제,진전,북한,일본간,교섭,진전,불투명,중국,중국,입장,북한,지원,동아시아,정치력,강화,북한,외면,한반도문제,캐스팅보트,목적,중국,개방정책,정치민주화,정도,진전,통일문제,중국,태도,결정,한반도,국제환경,불투명,상황,북한,지지,국제여론,후퇴,남북대화,추진,2차,대전후,반세기,분단,지속,대화,개시,주변국가,역학관계,사실,장래,통일,실현,전제,주변국가,동향,동아시아,국제,질서,상황,연관,북한,국제,여론,형성,평화공세,국제여론,향방,한국,주장,합의,통일,단기적,성숙,한국측,그날,대비,장기적,시야,국력,인내,대화한국,동아시아,중국,러시아,반세기,추진력,일본,국제여론,클린턴,미국,주변국가,대남,불투명,국제환경,한국측,남북대화,평화공세,민주당,탄생예고,한반도문제,핵사찰문제,캐스팅보트,움직,합의서,강대국,가능성,2차,대전후,인권문제,역학관계,주변국
31993-01-01경향신문1월중 산업경기,하락세 계속될듯,전경련 전망경제-무역1월,산업경기,하락세,전경련,전망,새해,국내산업경기,전망,전국경제인,연합회,광공,업체,개사,대상,조사,1일,1월,산업경기전망,하강국면,이래,하강,국면,기업,경기,실사,지수,BSI,기준치,1백,전월,예측,경기,하강세,지속,전망,전경련,기업,투자심리,냉각,건설,포함,내수경기,위축,선진국,수출,경기,회복,지연,기업,경기,심리,부문별,생산,경기,침체,내수,부진,지속,미국,일본,선진국,시장,수출감소세,영향,업종,부진,예상,연말연시,대선,특수,영향,부진,내수경기,하락,전망선진국,내수경기,전경련,1백,연합회,연말연시,수출감소세,하강국면,산업경기전망,산업경기,부문별,전국경제인,일본,투자심리,국내산업경기,미국,하락세,하강세,bsi,경기,전망,심리,부진,지속,기업,영향,산업,회복,내수,이래,침체,새해,기준,지수,업체,광공,개사
41993-01-01경향신문일 (쌀 개방) 대비,농민 구제안 검토,보상액 1조엔 넘을 듯경제-경제일반개방,대비,농민,구제안,검토,보상액,1조,일본,정부,내달,개방,우루과이라운드,UR,협상,재개,수입,농민,자국,피해,보상방안,구체적,검토,시작,교도,공동,통신,소식통들,정부,소식통,인용,보도,교도통신,보상규모,1조,추산,소식통,정부,검토,쌀시장,개방,휴경,쌀농사,포기,농가,구제,방안,자국,농업,대외,경쟁력,계획,포함1조,소식통,쌀시장,경쟁력,교도통신,쌀농사,우루과이라운드,보상규모,보상방안,소식통들,보상액,일본,구제안,ur,개방,정부,검토,자국,보상,방안,농민,내달,협상,계획,재개,포기,수입,대외,보도,농가,공동,교도,인용,통신,구제,농업,시작,구체적
51993-01-01경향신문신년사,새시대 새지도자는 무엇을 해야하나정치-청와대신년사,시대,지도자,1993년,의미,정치,경제,사회,분야,구성원들,결단,시작,재출발,기점,정치적,건국이래,우리나라,정규,대학,졸업,반세기,역경,우여곡절,피눈물,정치수련,정치경제,직업,정치인,집권자,천둥번개,국민앞,초법적,존재,세상만사,좌지우지,지도자,모습,문민시대,원년,경제적,우리나라,30년,성장,패턴,5년,불안,침체,파행,안정,물가,시작,수출부진,경상수지,무역수지,흑자,적자기조,기업인들,기업생존,선행투자,주저,상품,세계시장,사람들,기름때,국민들,근검절약,미덕,무절제,소비,낭비생활,보람,기쁨,머리,부지런,인구,4천,나라,노동력,부족,외국사람들,시골공장,골방,마구잡이,세상,상황,그동안,축적,경제성장,잠재력,소진,경제,자리,기댈데,시작,결단,의욕,사명,무장,사회상황,예사,도덕,기강,정신적,황폐현상,도처,인간부재,상황,연출,품위,물질,탐욕,질탕,소비생활,시작,생각,사람들,성취,위험천만,사고방식,사회,외국,권위,신문,우리나라,상황,건강,동맥경화증,신음,비판,외국,시각,자신,공감,2월,정권,인수,김영삼,대통령,문민시대,연출자,주역,권력,정상,시대,요구,국가과제,청사진,민주투사,의정단상,목소리,정부,질타,국회의원,대통령,당선,목소리,국민,고통,분담,요구,입지,실감,얼마,고통,메시지,신념,철학,국가,지도자,시대정신,역사,파악,국가목표,비전,제시,리더십,발휘,국민들,고통,분담,년동안,역정,경험,리더십,실질적,공백상태,재연,권위주,시대,독선,지시일변도,통치방식,답습,국민,생산적,에너지,소모,국가,방향,발전,의지,표류,사태,고통,분담,고통,가중,시대,요구,시대정신,문민시대,인식위,설계,국민,고통,의미,냉전시대,종식,군사대립,긴장관계,국제질서,나라들,감당,경제전쟁,직면,전쟁,패자,전쟁,패자,가난,치욕,고통,세계,정치지도자들,경제,지도자,외문,냉전,사고방식,경제,주도,세계질서,참여,경제,위상,체제,민주화,진행,나라,중심,부지런,성실,사람들,성공,번영,약속,정직,국민들,손해,세상,정치허무주의,의미,국가지도자,리더십,가지,조건,지도자,국민,정립,지도자,국민,설득,철학,논리,통치룰,국민,지배논리,설득,도량,정치,민주시민,모습,정지도자,우리나라,김영삼,사고방식,반세기,국민들,정치인,사람들,통치룰,경제적,문민시대,시대정신,미국,부시,기업인들,기업인,적자기조,기업생존,선행투자,긴장관계,황폐현상,일변도,통치방식,무역수지,공백상태,인간부재,경화증,국제질서,일본,우여곡절,경상수지,천둥번개,책임감,일들
61993-01-01강원도민일보오늘의 나라안팎경제-무역나라안팎,당선자,수입,반대,관철,촉구,金泳三,대통령당선자,31일,여의도,민자당사,수길,제네바,대사,접견,내년,최종,타결,예상,우루과이라운드,UR,협상,보고,협상분야,국익,반영,노력,당부,당선자,개방,농민소득,30%,차지,감안,예외,관세부여,반대,정부,입장,반영,최선,강조,관세제외,로열티,관세,제외,내년,순수,기술도입,지급,로열티,상품거래,전제,로열티,관세,부과,공장,신축,설비,기계,수입,공장설계비용,기계,수입,가격,산입,관세,부과,설계비용,부대비용,수입가격,산입,,EC단일시장,1일,공식출범,파리,,유럽공동체,EC,회원국,국경,교류,상품,자본,서비스,자유,이동,보장,경제,번영,추구,규모,세계,최대,단일시장,1월,0시,공식,출범,유럽,역사,변화,EC단일시장,EC,집행,위원회,유럽통화제도,EMS,그동안,경제,통합,노력,성과,바탕,EC경제,활력,미국,일본등,경쟁력,강화,각종,장벽,철폐,합의,7년,기업,정치,헌금,지출,도쿄,로이터,,일본,기업,불법,정치,헌금,각종,뇌물,5백,4억,6백만,달러,부정,지출,국세청,30일,국세청,결산,기업,조사,결과,12%,지출자금중,사용처,벌금,추징금,부과,조치당선자,聯合,기술도입,ec,유럽,일본,수입가격,추징금,국세청,우루과이라운드,그동안,농민소득,수길,민자당사,4억,제네바,6백만,회원국,金泳三,5백,여의도,대통령당선자,사용처,위원회,미국,협상분야,공식출범,유럽통화제도,지출자금중,일본등,단일시장,경쟁력
71993-01-01강원도민일보신정연휴 볼만한 TV프로문화-방송_연예신정연휴,TV프로,지고지순,백치애인,사제,사랑,이야기,장군,아들,주먹,세계,김두한,방화,국어,선생,짝사랑,신년,특선,영화,백치애인,원작,신달자,김윤경,주연,하희라,이경영,전무송,고등학교,고통,사춘기,구원,명준,자신,학교,국어선생님,부임,해린,비밀,순수,사랑,아파트,자신,과거,추적,조금,사랑,완성,해린,명준,사랑,고백,해린,명준,친구,과거,대학,시절,죽음,선희,여자,애정,자신,고백,해린,행방,고아원,세친구,여정,김영남,꼭지딴,감독,주연,최진실,박진,정보석,혜지,영석,세민,시절,고아원,형제,사이,혜지,부자집,입양,세민,엄마,고아원,16년,사람,혜지,양부모,사랑속,성장,여기자,생모,냉정,외면,세민,충격,세계,수년,세월,세민,사람,부정,재물,일명,의적도깨비,활약,주먹황제,김두한,장군,아들,감독,임권택,주연,박상민,이일재,방은희,8세,어머니,고아,김두한,각설이,생활,전전,덕분,우미관,극장,중심,종로,주먹,소속,세계,실력,인정,주먹패,무렵,학생,주먹,대장,신마,엄동욱,김두한,김좌진,장군,아들,신마적,혼마찌깡,일대,일본인,야쿠자,세력,확장,종로통,누명,보스,아들,휘파람,법대생,강청민,여자,전화,약속장소,설상가상,여자,살인누명,사건,자신,뿌리,시작,청민,자신,친아버지,부산,암흑가,대보스,오작두,사실,자유당,시절,오작두,부산,암흑가,제패,음모,태천수,패권,탈취,사랑,정숙화,토요,행진,연예인,널뛰기,닭싸움,선발전,올리버,악의소굴,고아,소년,어린이,인질,래시,래시,KBS2,선물,시내,래시,총상,도피중,브로디,인질,브로디,경찰,대치,자동차,탈출,래시,바람,래시,블로디,래시,협박,경찰,대치상황,옆방,래시,인질,제안,브로디,제산,래시,옆방,모습,간곳,소매치기,고아,새삶,올리버,트위스트,주인공,올리버,아버지,어머니,고아원,사망,천애,고아,올리버,빈민굴,아이들,소매치기,페긴일파,유태인,악당,페긴,일파,소매치기,동료친구,체포,친절,부자,도움,악당들,유혹,협박,부자,아버지,친구,양자,행복,모험,요술,상자,마리아,모험,과자,과자,성격,요술상자,노력,발레리나,장난감,마리아,장남감들,세상,이치,마리아,시계,장난,위험,장난,오늘일,중요,이야래시,고아원,백치애인,올리버,세민,널뛰기,김두한,강수지,마리아,혜지,해린,오작두,브로디,태진아,명준,노사연,1부,송대관,국어선생님,짝사랑,정보석,설운도,닭싸움,박주희,양수경,주현미,김지애,일본인
81993-01-01충청투데이엑스포 발판 거듭나기 꿈문화-전시_공연엑스포,발판,대전,충남,설계,문화,예술,단체,새해,국내외적,대망,93년도,우리나라,여건,전망,공화국,대통령,취임,대전엑스포등,중요,분수령,예상,대전시민,예총가족,국가민조,번영,자신,활력,새해,분발,상호협조,갈망,본인,새해,감회,새해,감회,예총,나름,의욕적,행사,성공리,개최,희망,새해,93대전엑스포,성공적,행사,추진,구상,새해,사업,93대전엑스포,지역문화예술행사,개막식축제행사,종목,학아,공연,행사,종목,한국,13종목,악기,특별,전등,전시,행사,종목,한국,족보학,국제,세미나,학술,행사,시미술대전,시산업디자인전,기타,공연,도시,행사,대전,기백,과시,계획,자랑할터,한국,건축,우월,자랑,할터,건축가,대전,지부장,朴甲淳,1993년,대전직할시,세계,도시,변화,시발점,대전엑스포,세계,산업,문화,세계,대전,대전,세계,교류,분주,대전시,건축,역사,흐름,반영,생활문화,조형예술,민족,국가,전통성,대전,우리나라,중핵도시,행정,교육,첨단연구,교통,중추,도시,우리나라고유,충절,고장,전통,문화,도시,발전,대전시,미래지향적,세계속,발전,대전엑스포,기회,한국건축가협회,대전지회,대전직할시,건축,대전,발전,세계인,관람,건축대전,준비,계획,대전,세계,건축,문화,교류,계기,국제건축세미나,개최,계획,1993년,개최,대전직할시,건축,대전,건축세미나,세계건축대던,국제건축세미나,발전,계기,한국건축문화예술,우월,세계인,평가,인식,노력,화합,바탕,연주회,최대,지원,음악,대전지부장,麟,92년,성악,합창,기악,관현악,실내악,관악,현악,신작,창작,파트,2회,연주회,세미나,뮤직갬프,지식,기량,권장,지원,EXPO,지정,연주홀과학교강당,교회당,공간,초등학교,대학,음악인들,시민,음악인들,권면,일정,장소,관객,시민들,음악인,생각,부담,마음,음악회,회원권,책정,새해,시행,문예진흥기금,배정,노력,개인음악회,그룹음악회,연주단체들,초청연주회,지역,출신,유학생,연주회,지역,연주회,초청,음악기획단체들,화합,대전,음악발전,지역,외국인들,대전,모습,음악인들,노력,새해,창작활동,역할,모색,사진,대전지부장,尹弼洙,문화예술,지방,자율,추세,대전,무한,가능성,발전,대행사,민족,국가,대전대전엑스포,대전지부장,대전직할시,무용인,우리나라,예술인,한국,연주회,세계인,그동안,음악회,충남,충청남도,중심지,대전시,大田,연극인,경연대회,회원들,음악인,세계속,예총
91993-01-01경기일보닭의해 띠풀이문화-출판닭의,띠풀이,어둠,黎明,전령,癸酉,주역,팔괘,방위,남동쪽,여명,시작,중국,기원전,년쯤,양계,기록,우리나라,문헌,신라,金閼智,시조,설화,등장,중국,後,위지동이전,마한,長尾鷄,꼬리,중국,의학서,草本類,李時珍,本草綱目,약용,우리나라,횃대,새날,예고,선언,사람들,울음소리,어둠,밤을지배,마귀,유령,생각,동서,벽사,영물,상징,의미,동국세시기,정월,초하룻날,호랑이,그림,기록,악귀,장례,행진,수탉,관위,정월대보름날,첫닭,울음소리,풍년,제때,징조,신라인들,소생,의미,생각,달걀,부장품,경주,천마총,달걀,단지,발굴,吉祥,상징,새해,음식,설날,떡국,닭고기,혼례,초례,청홍보,폐백,사용,머리,입신출세,부귀공명,상징,조선시대,학문,벼슬,사람,서재,그림,五德,풀이,머리,먹이,五德,중국,마을,돌림병,대문,일본,민간신앙,대상,북유럽,신화,수탉,보초병,상징,생명,수호자,상징,의미,프랑스,자부심,상징,수탉,문양,화폐,정도,국가,표상,아프리카,콩고,통과,제의,입문자,제의,통과,입문자,인도,영혼,소통,탄생,보장,기독교,독수리,그리스도,표상,메시아,도래,은총,부활,상징,교회,성당,첨탑,모양,상징,학생들,교과서,표지,이슬람교,수탉,친구,예언자,우리나라,전설,이야기들,그중,서산대사,悟道,機綠,서산대사,지리산,암자,전전,정진,낮닭,울음소리,깨달음,悟道頌,이야기중국,수탉,우리나라,울음소리,서산대사,五德,金閼智,입문자,기원전,민간신앙,남동쪽,일본,띠풀이,癸酉,기독교,남동,떡국,청홍보,신라인들,李時珍,마한,닭고기,정월대,本草綱目,돌림병,草本類,위지동이전,長尾鷄,북유럽,신라인,정월대보름날,새날,조선,경주,신라,그리스도,黎明,지리산,콩고,보름날,이야기들,悟道頌,벽사,아프리카,機綠
일자언론사제목통합 분류1키워드특성추출
74781993-02-25한국경제4월12, 13일께 美,日 정상회담국제-일본4월,13일,정상회담,東京,AFP,,미야자와,기이치,일본,총리,13일,워싱턴,방문,클린턴,미국,대통령,정상회담,日本,時事,통신,보도,통신,나라,소식통,인용,일본,미국,나라,정부,회담,날짜,염두,정상회담,절차들,협의,미야자와,클린턴,東京,예정,서방,선진,G7,정상회담,日本,對美,무역흑자등,경제현안들,집중,논의정상회담,東京,미야자와,클린턴,일본,미국,日本,경제현안들,무역흑자등,聯合,對美,워싱턴,절차들,소식통,時事,기이치,g7,afp,회담,나라,통신,보도,총리,대통령,집중,선진,현안,서방,경제,흑자,무역,방문,절차,예정,협의,인용,염두
74791993-02-25한국경제日, 256메가D램 개발성공경제-반도체256메가,D램,개발성공,NEC,도시바,히타치,量産,체제,돌입,東京,NEC,日本電氣,도시바,東芝,히타치,日立,일본,반도체업,메모리,차세대,반도체,메가,D램,성공,일본경제신문,보도,메가,D램,주종,4메가,64배,기억용량,대량,화상정보,취급,멀티미디어기기,보급,기여,메가,D램,크기,13.6,세로24.5,3억,트랜지스터,소자,2억,주변,소자,96년,수요자들,메가,D램시제품,공급,98년,본격적,대량생산,계획히타치,도시바,일본,차세대,반도체,시제품,멀티미디어기기,멀티미디어,기억용량,64배,東京,3억,4메가,수요자들,nec,화상정보,대량생산,量産,2억,반도체업,일본경제신문,수요자,日立,日本電氣,개발성공,東芝,d램시제품,d램,256메가,메가,대량,소자,성공,보도,생산,취급,정보,세로,기기,돌입,화상,기억,체제
74801993-02-25한국경제세계반도체시장 올17% 성장경제-반도체성장,세계,반도체,시장,17%,TNX,전망,700억,규모,달라스,APDJ,特約,시장,세계,반도체,17%,증가,7백억,달러,미국,텍사스,인스트루먼트,TXN,전망,TXN,시장,세계,반도체,확대,미국,아시아,태평양,지역,수요증가,설명,TXN,예상,반도체시장규모,지역별,미국,25%,2백,달러,일본,규모,반도체,시장,2백,달러,예상,미국,반도체,시장,규모,일본,85년반도체,미국,일본,아시아,txn,2백,聯合特約,달라스,수요증가,태평양,텍사스,7백억,700억,지역별,반도체시장규모,apdj,tnx,규모,전망,세계,달러,시장,증가,지역,예상,성장,인스트루먼트,수요,설명,확대
74811993-02-25한국경제엔貨급등세 꺾여경제-외환급등세,東京,弗116,소폭,下落,東京,뉴욕,外信,연일,사상,최고,경신,상승세,소폭,반락,이날,東京,시장,달러,93엔,마감,0.15엔,뉴욕,시장,달러,전일,하락,1백,05엔,폐장,투자자들,미국,일본,압력,환율,절상,내수경기진작,수입확대,요구,예측,대두,매도,적극東京,1백,뉴욕,상승세,수입확대,투자자,투자자들,미국,경신,내수경기진작,일본,05엔,93엔,弗116,外信緣合,下落,급등세,소폭,달러,시장,연일,절상,환율,하락,매도,대두,예측,요구,확대,수입,진작,경기,최고,내수,폐장,사상,마감,압력,반락,전일,이날
74821993-02-25동아일보프로야구 봄맞이 기지개스포츠-야구프로,야구,봄맞,기지개,프로야구봄맞,기지개,전훈,채비,귀국,시범,경기,프로야구,겨울잠,시즌개막,시범경기,보름남짓,해외,전지훈련,구단,귀국,93프로,야구가기지개,4월,시즌오픈,시범경기,3월,부산,마산,시작,4월,전씩,28경기,귀국,삼성,4위,감독경질,불사,삼성,선수단,19일,미국,플로리다주,베로비치,베로비치,일본,노베오카,투수진,3월,귀국,예정,8년,우승,축배,롯데,귀국,3월,태평양,1일,미국,해태,4일,대만,LG,5일,일본,빙그레,6일,일본,OB,6일,일본,쌍방울,10일,일본,이차례,출전,마지막채비,신인투수,바람,롯데,고졸투수,염종석,廉鍾錫,한국시리즈,우승,달성,2위,정민철,鄭珉哲,의대성,가능성,확인,일급,신인,투수,신인투수싸움,프로,야구,통산,최고,몸값,LG,이상훈,李尙勳,고려대,빙그레,노장진,盧,공주고,구대성,具臺晟,한양대,태평양의김홍집,金弘集,건국대,쌍방울,성영재,成英在,인하대,최고신인,자부,마운드,무게,이상훈,전지훈련,전력투구,구속,1백,컨트롤,빈약,투수진때문,LG,숨통,틀수,어깨부상,2승,해태,선동렬,宣銅烈,재기여부,고졸,투수,바람,염종석,정민철,2년,징크스,팀의기둥투수,활약,여부,팀순위,관심일본,시범경기,이상훈,해태,미국,정민철,쌍방울,빙그레,삼성,투수진,롯데,염종석,고졸투수,봄맞,전력투구,전지훈련,lg,베로비치,프로야구,어깨부상,틀수,구대,具臺晟,한양대,구대성,최고신인,가능성,태평양의김홍집,공주고,인하대,1백,팀의기둥투수,의대성,金弘集,成英在,팀순위,盧長震,宣銅烈,감독경질,재기여부,팀의,마지막채비
74831993-02-25중앙일보새 대통령에 바란다,김용서 이대교수,정치행정학(기고)정치-청와대대통령,김용서,이대,교수,정치행정학,기고,위기,실체,한국,국민,고통,분담,강조,설득,유지,정책,연속,일본,패전,장개석,휴식,모택동,전군,전투,작전명령,하달,장개석군,대륙,모택동,후일,패전때문,순간,정신력,차이,역대,대통령,취임식,차이,의미,군부,정권,종지부,문민정부,강조,부족,참담,위기현실,국민,설명,전투,선언,구체,행동,지침,국민,온몸,확산,분야,한국병,방법,치유,자신,상태,장미,신한국,이미지,설득력,문민,강조,부족,정부,체질,시도,역사적,여건,3자,정합성,이질적,사회,한편,기술전문화,사회,체계,조직,사회,진입,고도,능력,리더십,요구,동시,전근대,혁명,시대,난세,돌파,풍운아,투사,사회,여건,상황,장기적,계획력,전문지식,순간순간,돌파,육감,본능,판단력,의존,리더십,부작용,제도화,권력,장치,정책,효율성,권력,탄압,회피,역공,수동,자세,리더십,부작용,성격,자체,단순,독단적,독주형,리더십,현대국가,복합,두뇌기능,절차,무시,일쑤,편애,참모,포로,고려말,공민왕,신돈,러시아,마지막황제,라스푸틴,포로,나라,반복,한국,권위주의,정치,문화,대통령,영향력,파급,한국,공산화,군대,분쇄,노력,사람,대통령,함락,목적,달성,민주,명분,집착,말길,만일,북한,대남전략,신임대통령,접근,역대,대통령,가능성,탄압생활,권력,반대,세력,세력,과거,상황때문,과거,민주,투사,민주주의,권위주,권력,저항,논리,전략,비중,탄압,권위주,세력,군부,민족,북한,동정적,태도,30년,문민정부,민주주의,명분,집착,체제,자체,위협,세력,득세,도전,관리,통제,군부,좌절감,반발,대응,민주주의,몰두,장면정권,민주화,통일,집착,노태우정권,인기주의,부작용,초래,사회,그동안,해결,개인,사회집단,피해보상,인권,회복,물가고,사회,혼란,갈등,부정부패,부조리,국민속,전반적,팽배,불평,불만,폭발,정부,여당,비난,공격,야당,집권,지원,북한,대남,정치,공세,국내세력,연계,투쟁,개시,전열,국제적,후진국,사이,샌드위치,입장,소외,불리,한일관계,정부차원,민간차원,상호,혐오,악화일로,상황속,정직,대통령,판단,돌파,대통령,해결,우선,여건,리더자신,능력,체질,현실,요구,거리,자각,중요,축소,과한국,부작용,민주주의,모택동,문민정부,인기주의,대남,한국병,권위주,신한국,판단력,김용서,정신력,연속성,후진국,두뇌기능,기강확립,러시아,마지막황제,장개석군,국민속,신돈,전근대,장개
74841993-02-25동아일보횡설수설문화-방송_연예횡설수설,횡설수설,분자시계이론,진화론,바탕,돌연변이,진행정도,환산,사람,각종,동식물,분류,연대등,추정,초보단계,일부학자들,분자시계,민족,기원,성과,1만,積世,기온,바이칼,부근,몽골족,우리나라,중국북부,아메리카대륙,정착,추정,우랄알타이,語族,원시퉁구스,한갈래,韓族,중앙아시아,몽골지방,이동,한반도,고고인류학자들,견해,일치,韓族,뒤통수,눈에속쌍꺼풀,광대뼈,중키,몸매,실눈,광대뼈,오랫동안,추위,모랫바람,폐렴등,감기,축농증,폐렴,사람들,볼수,바이칼,남쪽,빙하,적응,지구상,인간,얼굴모형,타원형,네모,10여가지,분류,민족,얼굴형,대부분달걀형,달걀형,모형,얼굴모습,시대변천,광대뼈,눈두덩,상징,모습,서양인,두대학,교수,20세,남녀,1백,선정,공통점,컴퓨터,합성,평균얼굴,여자,전통인상,남자,서구화,얼굴,일본,젊은이,유사,청소년들,추위,인스턴트,턱뼈발달,지체,얼굴형,한국이나일본,住食,생활이서구화,서구인,인류,결국,다윈,進化論,범주광대뼈,韓族,바이칼,분자시계,축농증,일본,얼굴형,進化論,다윈,서구인,1백,중국,이서구,공통점,돌연변이,고고인류학자들,아메리카대륙,중국북부,진행정도,20세,고고인류학자,몽골,아메리카,지구상,우리나라,원시퉁구스,턱뼈발달,턱뼈,생활이서구화,1만,몽골지방,퉁구스,語族,몽골족,積世,진화론,10여가지,일부학자들,서구화,두대학,눈에속쌍꺼풀,횡설수설,눈에속,住食,평균얼굴,전통인상
74851993-02-25동아일보게시판사회-여성게시판,게시판,알림,국제유학,어학전,26-28일,강남,한국종합전시장,KOEX,영국,영어,학교,세계,개국,학교,업체,참가,해외유학,어학연수,프로그램,소개,모집,조기,특수,교육,대상,자폐,아동,3세,학령전,자폐증상,아동,대상,3월,특수,교육,태화장안종합사회복지관,다운,증후군,아동,조기,교육,서울종로구,중랑구,동대문구,중구,거주,91년,6월,출생,다운증후군아동,대상,3월,10개월,조기교육,27일,동대문,적십자봉사관,회원,새이웃,김자경,합창단,음악,관심,45세,주부대상,3월,일오전11시,한국지역사회교육중앙협의회,가곡,오디션,전속모델,고졸이상,남녀대상,3개월,걸음걸,전속모델,메이크업,코디네이션등,교육후,전속,모델,활동,28일,모델라,서울본사와광주지사,주부자원봉사자,재가복지봉사,무료,급식,봉사,전화,상담,활동,주부자원봉사자,3월,강동종합사회복지관,소비자,모니터,요원,소비자운동,관심,일반인,일정,교육,뒤조사감시활동,자원봉사자,3월,소비자문제,시민,모임,직업훈련,기능교육,3월,수지침,한복,양재,기계자,수등,개월,중앙부인회,기술교육,송파구거주여성대상,홈패션,양재,수강료5,3월,한국선명회송파종합사회복지관,세탁사,중졸이상,여성,대상,3월,3회,개월과정,훈련비,5천,서울YWCA근로여성회관,일식조리사,3월,일식조리사,자겨증,취득,대비,수강료,부산종합사회복지관,강좌,가족치료상담강좌,사회복지사,사회,복지,기관,관계자,대상,3월,토요일,가정위기개입론,노이로,청소년,지도,가정,위기,개입,가족,치료,이론,교육,서울선학대학복지관,가족,치료,상담실,어머니학교,3월,6월,강의,가족,자녀,교육,생활,법률,수강료,3만,3월,한국,가정법률,상담소,교육원,주부학교,주2회,1년,중고과정,한문영어교육,3만,수강료,3월,은평지역사회연구소,가정이발,3월,6월,교육,가족,이발법,수강료,서울YMCA동대문지회,부모역할훈련,학부모대상,3월,목요일,수강료,여성사회연구회,초보자,대금강습,학생,일반,대상,3월,3주,주3회,국악음계,기초과정강습,동요,민요,기초,강습,한소리회,색종이,3월,색종이,토요일,협회,남부지회,여성교양대학,3월,5월,18세,이상여성대상,강좌,문예수강료,소비자,주2회,주1회,서울,3개월,양재,새이웃,5천,한국,전속모델,교육원,다운증후군아동,관계자,조기교육,색종이,일본어,자겨증,가정위기개입론,동대문구,훈련비,일식조리사,중구,서울중구청,주부자원봉사자,조리사,봉사자,수지침,서울선학대학복지관,10주,목요일
74861993-02-25국민일보일 안보리제소 보류국제-일본보류,안보리,제소,일본,외무성,북한,핵문제,유엔,안보리,제소,방침,보류,일본,도쿄신문,보도,일본,방침변화,일본대표부,국제원자력기구,이사국,의향,타진,결과,안보리,상임,이사국,중국,북한,제소,반대,확인,결정,신문,보도일본,안보리,이사국,국제원자력기구,핵문제,중국,대표부,도쿄신문,일본대표부,방침변화,제소,보류,북한,보도,방침,결과,결정,확인,타진,의향,신문,반대,유엔,변화,상임,외무성
74871993-02-25세계일보전자게임 무단복제,5억챙긴 7명 구속IT_과학-인터넷_SNS전자,게임,복제,5억,구속,서울지검,일본,닌텐도,주식회사,전자게임프로그램,무단복제,구입,판매,5억,부당이득,안기준씨,36,경기도,오정동,부천시,중구,7명,컴퓨터,프로그램,보호법,위반,혐의,구속무단복제,5억,7명,부천시,중구,닌텐도,일본,안기준씨,안기준,경기도,주식회사,전자게임프로그램,부당이득,오정동,보호법,서울지검,혐의,프로그램,복제,구속,전자,게임,이득,부당,위반,판매,구입,컴퓨터

Duplicate rows

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일자언론사제목통합 분류1키워드특성추출# duplicates
01993-01-14경인일보(君子路)정치-청와대君子路,국민,일본행,저지,충신,역신,실감,다국적군,개시,이라크,공습,후세인,실수,지급,보너스,중기,사원,사장,자살,전염이라크,일본행,다국적군,후세인,君子路,자살,보너스,사장,공습,국민,대표,저지,충신,역신,실감,실수,지급,사원,중기,개시,전염2
11993-02-03경인일보CY 구상은 '政治 계속'활로모색정치-국회_정당CY,구상,政治,활로,모색,거취,국민당,행로,민주,당운영,피력,관심,현대,중역,가족은퇴권유,거취,국민당,정주수,국민당,대표,정치일선,정치,의사,열흘간,일본체류,귀국,3일,2일,귀국,정대표,2일,광화문,중앙당사,기자회견,국민당,민주적,효율적,건전,야당,발전,대선,미궁,국민당,재도약,시사,출국,대선,출국,구설수,검찰소환,진로,불투명,정대표,기소문제,존립,진로문제,정대표,일본,구상,관심,집중,이날,회견,정대표,정치,의사,2천억,정치,발전,기금,출연,확인,대선기간중,물의,유용,현대중공업,비자금,소유주식,처분,1주일,진로,구체적,제시,이날,기자회견,정대표,정치,중단,포기,정치일선,건전,야당,육성,의지,피력,활로,모색,정대표,이날,위원,간담회,평생,도중,국민당,정당,존립,발전,생각,일본체류,언급,변정일,대변인,운영,고무적,시사,정대표,의원간담,국민당,총선,31명,당선,35명,소속,국회의원,보유,결속,어려움,극복,전제,진로,자신,외부,국민당,진로,자신감,피력,정대표,기소문제,검찰,자신,기소,표현,현대중공업,비자금,유용,사장,최수일,과잉충성,소유주식,처분,일축,외견상,기소문제,비중,모습,정대표,행보,정치권,기류,자신,기류,투명,정대표,진로,예견,정대표,선거사범,현중비,자금,유용,기소,정치권,기류,가시적,실체,회장,정세영,현대그룹,가족,현대,핵심간부들,대표,정치,현대,정대표,정치,권유,요인,정치,행로,잠재요소,간과,사안,김동길최고위원,당원들,정대표,기금,출연,민주적,민주,운영,요구,정대표,정치행로,정치,의지,얼마,충족,국민당,심사,당헌,당규,개정,바탕,정당,당직자들,1주년,창당,구상,관심정대표,국민당,현대,현대중공업,일본,최수일,정세영,소유주식,政治,현대그룹,일본체류,기자회견,정치일선,기소문제,정치권,당운영,의원간담,가시적,국회의원,김동길최고위원,김동길,당규,과잉충성2
21993-02-03경인일보全裸뮤지컬 日공연문화-전시_공연全裸,뮤지컬,공연,성해방노래,캘커타,동경로이타,전라,배우들,등장,성해방,노래,에로틱,뮤지컬,60년대,인기,캘커타,일본,공연,예정,제한,나체,완전,정면,관객들,실망,뮤지컬,일본,이즈미나호씨,공연,예술,흥행,주인,이즈미나호,캘커타,일본,공연,원래,가능,계획,공연관련법,배우들,완전,나체,무대,유감,설명캘커타,일본,배우들,이즈미나호씨,관객들,성해방,전라,이즈미나호,공연관련법,동경로이타,성해방노래,全裸,공연,뮤지컬,노래,완전,원래,나체,정면,제한,배우,유감,가능,무대,계획,주인,흥행,관객,등장,실망,해방,예술,인기,예정,에로틱,설명2
31993-02-03경인일보日 東北大총장 강문화-전시_공연東北大,총장,과기원,한국과학기술연구원,KAIST,4일,국제회의실,연구원,국제,회의실,2차,대전,경험,일본,R&D,주제,니시자와,일본,동북대,서택,윤일,총장,초청강연회일본,한국과학기술연구원,연구원,동북대,회의실,2차,윤일,과기원,서택,국제회의실,니시자와,강연회,kaist,東北大,총장,국제,대전,경험,주제2
41993-02-03경인일보日기업 스포츠 후원자제지역-강원기업,스포츠,후원,자제,모리오카,로이타,일본기업들,거품경제,각종,스포츠행사,각종,스포츠,행사,후원,자동차메이커,혼다사,세계자동차,경주대회,공식후원사,올림픽,국제,올림픽,위원회,IOC,주관행사,단골,후원,업체,브라더사,IOC,공식,후원,업체,계약,체결,계획,공식발표자동차,위원회,ioc,로이타,일본기업들,세계자동차,혼다사,경주,모리오카,일본,거품경제,경주대회,주관행사,브라더사,스포츠행사,공식후원사,공식발표,후원사,자동차메이커,후원,공식,스포츠,각종,올림픽,계약,행사,기업,단골,업체,대회,거품,계획,세계,메이커,경제,체결,주관,자제,국제2
51993-02-03경인일보日소설 읽고 깊이 감명정치-국회_정당소설,감명,국민당,정주영,대표,회견,비공개,소속의원,간담회,자신,대권,도전,취지,발언,눈길,정대표,간담회,일본,소설,사무라이,비디오,지도자,부하,국가,민족,희생,감명,군대,나라,민족,나라,진정,사랑,생각,상황,대통령후보,출마,생각,참석자,전언간담회,사무라이,참석자,비공개,소속의원,대통령후보,지도자,정주영,정대표,일본,국민당,생각,감명,민족,나라,소설,회견,취지,발언,도전,대표,대통령,소속,눈길,대권,후보,부하,국가,비디오,상황,출마,의원,자신,진정,사랑,희생,군대,전언2
61993-02-03경인일보統一 문제 유엔 역할정치-북한統一,統一,유엔,역할,북한,강조,주목,동경령,북한,통일,남북,통일,유엔,역할,주목,일본,요미우리,독매,신문,북한,노동당,기관지,노동신문,이날,조선,통일,관계제국,협력문제,논설,미국,일본,양국,조선통일,노력,필요성,주장,통일문제,해결,유엔,상응,역할,강조일본,조선통일,노동신문,조선,統一,협력문제,필요성,독매,미국,요미우리,관계제국,통일문제,노동당,동경령,통일,북한,유엔,역할,주목,이날,강조,협력,논설,제국,주장,기관지,노력,양국,신문,남북,해결,상응2
71993-02-20경인일보韓,日船路개방 국제관심 부각정치-외교日船路,개방,국제,관심,부각,합의,국행,자유,기항,압력태세,중국,시기,단축,압력,태세,양국,해운협,최대고비,항로,개방문제,중국,일본,대만등,해운,회담,협의회,최대,관심거리,전망,한국선주,협회,해운업계,우리나라,중국,해운회담,양국,항로,자유,기항,원칙,합의,항로,개방,국제적,현안중,해운,최대,현안,부각,전망,정부,94년,원양,일본,대만,선사,한일항,참여,허용,방침,중국,제3국항,자유기항원칙,항로,참여,정부,방침,원양,일본,대만,선사,중국,선례,정부,한일항,개방,압력,그동안,유지,기일,항로,보호,정책,가능성,업계,관계자,정부,94년,한일항,보호정책,지속,항로,개방,추세,감안,불가항력,개방,가능성,지적,정부,항로,선사,참여,선사,비교,항로,개방,한편,원양,선사,중국항로,진출,한일항,취항,선사,공동,운항,적극,권장,정부,해운회담,제3국,자유기항,다음번,양국,해운,협의회,양국,정부,선사,협의회,관심중국,한일항,해운,협의회,대만,보호정책,자유기항,일본,제3국,가능성,해운협,압력태세,해운회담,현안중,한국선주,해운업계,해운업,국항,그동안,자유기항원칙,우리나라,제3국항,불가항력,관계자,최대고비,국행,관심거리,대만등,다음번2
81993-02-24한국경제설문조사 결과분석경제-국제경제설문조사,침체원,競爭力,약화,48%,浮揚,조치땐,物價,불안,56%,景氣,활성화,조치,74%,회복,가능,17%,대다수,국민들,경기,활성,조치,생각,구체적,방법,행정,규제,완화,기업,사기진작,지적,경제,침체,국면,중요,원인,금리,생산,비용,국제,경쟁력,저하,추가적,경기,활성,조치,경기회복,생각,조사결과,럭키금성,경제,연구소,韓濟新聞,공동,출범,정부,추가적,경기,활성,대책,기업,학계,일반국민,언론,인사,일반,국민,2백,대상,설문조사,조사,정부,출범,경기,활성,조치,질문,절대,다수,응답자,73.9%,대답,응답,비율,26.1%,기업인,90%,기업인들,경기침체,생각,설문내용,추가적,경기,활성,조치,경제,자생적,회복,생각,질문,37.1%,의응답자,회복,불투명,경제,활력회복,추가적,대책,경기,활성,시행,인식,금년중,회복,비율,16.7%,내년,상반기,내년,응답,비율,24.1%,22.6%,조사,대상,그룹,학계,언론,인사,기업,상대적,경기회복,비관적,조사,경기침체,원인,질문,응답자,절반,가량,47.8%,임금,생산비용,국제,경쟁력,저하,경기침체,탈피,약화,제조업,국제경쟁력,최선,정부,과도,긴축정책,내수부진,15.5%,침체,원인,지적,이외,EC,미국,일본,유럽공동체,선진국경제침체,14.3%,정국불안,9.0%,1,26공,금리인하,조치,상태,정부,추가적,경기,활성,대책,강구,방법,생각,질문,응답자,절반,53.5%,기업,환경,개선,행정,규제,완화,기업인들,사기진작,그간,기업,정부,과도,규제,간섭,경제활력,저하,간접적,시사,조사,대상,그룹,기업,50.0%,언론계,63.8%,학계,56.4%,과반수,응답자,침체,경제,행정규제,완화,기업인,사기진작,지적,정도,국민,컨센서스,정부,경제정책기조,행정규제,최소화,민간,자율성,정부,국민,경기,활성,대책,응답,사회간접자본,확충,공공투자,증대,14.7%,시장실세금리,하향,안정,유도,공금리,추가인하,13.1%,현시점,경기,활성,조치,예상,부작용,생각,질문,응답자,56.3%,물가,불안,지적,국민들,경기,활성,조치,시행,물가안정기조,저해,범위,희망,산업구조조정,지연,19.2%,부동산투기,재연,14.7%,경기활성화,응답자,행정규제,언론계,기업인,국제경쟁력,시장실세금리,금년중,국민들,상반기,활성화,경기침체,일본,미국,산업구조조정,부동산,공공투자,럭키금성,정국불안,생산비용,선진국,과반수,공금리,긴축정책,경쟁력,기업인들,사기진작,일반국민,불투명,경기회복2