🪢데이터 출처
https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=realm&dataSetSn=97
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train, val 나뉘어져 있는 데이터!

📌프로젝트 개요
- LSTM기술을 활용하여 법원 판결문 요약문을 분류하는 프로젝트 수행
- 법원 판결문 데이터 → 형태소 분석기 활용 → 한국어 텍스트 전처리 수행에 의의를 둠
1. 데이터 확인
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코드
```python
import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_splitimport tensorflow as tf
tf.random.set_seed(0)json 파일 읽기
df = pd.read_json(fp)
df.head()
``` -
df.head()
id category size char_count publish_date title text annotator_id document_quality_scores extractive abstractive 0 83587 일반행정 small 509 20041125 사도개설허가취소신청거부처분취소 [[{'index': 0, 'sentence': '[1] 취소소송은 처분 등이 있음... 3852 {'readable': 3, 'accurate': 4, 'informative': ... [0, 4, 6] 1 83588 일반행정 medium 845 20041126 노선배분취소처분취소·국제선정기항공운송사업노선면허거부처분취소 [[{'index': 0, 'sentence': '[1] 항고소송의 대상이 되는 행... 3814 {'readable': 4, 'accurate': 4, 'informative': ... [0, 4, 9] 2 83590 세무 small 425 20041125 취득세부과처분취소 [[{'index': 0, 'sentence': '취득세는 본래 재화의 이전이라는 ... 3710 {'readable': 3, 'accurate': 3, 'informative': ... [1, 2, 3] 3 83591 세무 small 292 20041126 관세부과처분취소 [[{'index': 0, 'sentence': '[1] 행정처분이 당연무효라고 하... 3708 {'readable': 3, 'accurate': 3, 'informative': ... [0, 1, 5] 4 83592 특허 small 275 20041126 거절결정(상) [[{'index': 0, 'sentence': '[1] 등록출원한 상표가 상표법 ... 4255 {'readable': 5, 'accurate': 5, 'informative': ... [0, 1, 3] - 카테고리 종류 확인: df.category.unique()➡️ array(['일반행정', '세무', '특허', '형사', '민사', '가사'], dtype=object)
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카테고리별 데이터 분포 확인: 각 카테고리별로 몇개의 데이터가 있는지 확인
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코드
```python
%matplotlib inline
import matplotlib.pyplot as plt
import seaborn as sns카테고리 분포 확인
fig, axe = plt.subplots(ncols=1)
sns.countplot(df.category)
```

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→ 형사, 민사가 많고 특허, 가사는 적음. → train_test_split에서 stratify로 조절해야함.
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category 칼럼 = 정답 레이블→ 숫자 데이터로 치환python df['category'] = df['category'].replace({'가사': 0, '형사': 1, '특허': 2, '민사': 3, '일반행정': 4, '세무': 5})df['category']python 0 4 1 4 2 5 3 5 4 2 .. 2999 1 3000 1 3001 3 3002 2 3003 5 Name: category, Length: 3004, dtype: int64-
category → target 변수로 따로 저장
target = df['category'].values
→len(target)= 3004개!
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요약문만 따로 저장하기:
df['abstractive']: 칼럼중 맨 마지막만 사용할 것id category size char_count publish_date title text annotator_id document_quality_scores extractive abstractive data = df['abstractive'].values
print(len(data): 3004개
2. 형태소 분석하기
**KoNLPy: 한국어 정보처리를 위한 파이썬 패키지
→** https://konlpy.org/ko/latest/morph/
- 코엔엘파이: 형태소 분석, 품사 태깅 가능한 여러 패키지 제공.
- 사용할 클래스:
Okt
stemming: 어간 추출, 어형이 변형된 단어로부터 접사 등을 제거하고 어간을 분리하는 과정을 의미.
→ 정해진 규칙으로 의미를 구분함
→ 사전에 정의된 단어가 아니라는 의미
→ 어간 추출 후 나오는 결과 단어가 사전에 없는 단어일 수도 있다고 함.
🔦
형태소의 2가지 종류
1. 어간(stem): 단어의 핵심! → 핵심 의미가 담겨져 있는 부분
2. 접사(affix): 단어에 추가적인 의미 부여
- 판결 요약문 → 형태소 분석
from konlpy.tag import Okt
okt = Okt()
# stemming 기반 형태소 분석
# 잘 되는짖 요약문 1개만 먼저 품사 태깅 시도
pos_results = okt.pos(data[0][0], norm = True, stem = True)
print(pos_results)
-> [('취소소송', 'Noun'), ('은', 'Josa'), ('처분', 'Noun'), ('등', 'Noun'), ('이', 'Josa'), ('있다', 'Adjective'), ('것', 'Noun'), ('을', 'Josa'), ('안', 'Noun'), ('때', 'Noun'), ('로부터', 'Noun'), ('90일', 'Number'), ('이내', 'Noun'), ('에', 'Josa'), ('제기', 'Noun'), ('하다', 'Verb'), ('하다', 'Verb'), (',', 'Punctuation'), ('행정처분', 'Noun'), ('에서의', 'Josa'), ('허가', 'Noun'), ('에', 'Josa'), ('붙다', 'Verb'), ('기한', 'Noun'), ('이', 'Josa'), ('부당하다', 'Adjective'), ('짧다', 'Adjective'), ('경우', 'Noun'), ('에는', 'Josa'), ('이르다', 'Verb'), ('허가', 'Noun'), ('조건', 'Noun'), ('존속', 'Noun'), ('기간', 'Noun'), ('으로', 'Josa'), ('보아', 'Noun'), ('서', 'Josa'), ('그', 'Noun'), ('기한', 'Noun'), ('의', 'Josa'), ('도래', 'Noun'), ('로', 'Josa'), ('조건', 'Noun'), ('개정', 'Noun'), ('을', 'Josa'), ('고려', 'Noun'), ('하다', 'Verb'), ('해석', 'Noun'), ('하다', 'Verb'), ('수', 'Noun'), ('있다', 'Adjective'), (',', 'Punctuation'), ('사도', 'Noun'), ('개설', 'Noun'), ('허가', 'Noun'), ('의', 'Josa'), ('준공', 'Noun'), ('검사', 'Noun'), ('를', 'Josa'), ('받다', 'Verb'), ('못', 'Noun'), ('한', 'Josa'), ('것', 'Noun'), ('은', 'Josa'), ('사도', 'Noun'), ('개설', 'Noun'), ('허가', 'Noun'), ('자체', 'Noun'), ('의', 'Josa'), ('존속', 'Noun'), ('기간', 'Noun'), ('으로', 'Josa'), ('볼', 'Noun'), ('수', 'Noun'), ('없다', 'Adjective'), ('까닭', 'Noun'), ('으로', 'Josa'), ('이', 'Determiner'), ('것', 'Noun'), ('이', 'Josa'), ('실효', 'Noun'), ('되다', 'Verb'), ('것', 'Noun'), ('은', 'Josa'), ('아니다', 'Adjective'), ('.', 'Punctuation')]
“품사를 태깅한다”
= 주어진 텍스트를 형태소 단위로 나누고
→ 명사, 조사, 동사 등의 형태소를 배열 형태로 만든다
data[0][0] : 문장 확인
→ '취소소송은 처분 등이 있다는 것을 안 때로부터 90일 이내에 제기하여야 하고, 행정처분에서의 허가에 붙은 기한이 부당하게 짧은 경우에는 이를 허가조건 존속기간으로 보아서 그 기한의 도래로 조건 개정을 고려한다고 해석할 수 있기에, 사도개설허가의 준공검사를 받지 못한 것은 사도개설허가 자체의 존속기간으로 볼 수 없다는 까닭으로 이것이 실효되는 것은 아니다.'
→ 요약문에서 중요한 거는 핵심 내용이 담긴 ‘명사’라고 판단, 명사만 추출하는 방식으로 진행해봄.
형태소 분석 메서드
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okt.morphs()형태소 단위로 나누는 메서드.
-norm지정시, 문장 정규화
-stem지정시, 각 단어에서 어간 추출 -
okt.nouns(): 텍스트에서 명사만 추출 okt.phrases(): 텍스트에서 어절 추출okt.pos(): 각 품사를 태깅하는 역할. (형태소 단위로 나누고 → 나눠진 형태소를 그에 해당하는 품사로 리스트화)
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요약문 데이터 → 형태소 분석 결과로 저장하기
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코드
```python
요약문 데이터 -> 형태소 분석 결과로 따로 저장
data_tokenized = []
명사만 뽑아내기
for text in data:
data_tokenized.append(okt.nouns(text[0]))결과 확인
print(data_tokenized[0]) # 첫문장
-> ['취소소송', '처분', '등', '것', '안', '때', '로부터', '이내', '제기', '행정처분', '허가', '기한', '경우', '허가', '조건', '존속', '기간', '보아', '그', '기한', '도래', '조건', '개정', '고려', '해석', '수', '사도', '개설', '허가', '준공', '검사', '못', '것', '사도', '개설', '허가', '자체', '존속', '기간', '볼', '수', '까닭', '것', '실효', '것']
-> GOOD형태소 분석 결과 개수 확인
print(len(data_tokenized))
-> 3004
```
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명사가 몇개씩인지 확인해보기
python plt.hist([len(s) for s in data_tokenized], bins = 50) plt.xlabel('length of samples') plt.ylabel('number of samples') plt.show()
→ 20~70정도 사이에 많이 분포되어 있는 것을 확인 가능함.
3. 텍스트 전처리: keras
정수 인코딩 -
keras.preprocessing.text.Tokenizer()
: 텍스트보다는 숫자를 더 잘 처리함. → 숫자로 변환하는 과정 필요함.
→ 텍스트를 정수에 매핑하는 전처리 과정.
# Keras의 텍스트 전처리기를 이용하여 정수 인코딩
from tensorflow.keras.preprocessing.text import Tokenizer
tokenizer = Tokenizer()
# fit_on_texts()안에 형태소 분석된 데이터를 입력으로 넣으면 빈도수를 기준으로 단어 집합을 생성
tokenizer.fit_on_texts(data_tokenized)
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fit_on_texts()란?자주 사용되는 정수 인코딩 방법
= 단어를 빈도수 순으로 정렬 -> 빈도수가 높은 순서대로 정수 부여
여기서 사용한fit_on_texts()
= 문자열 데이터를 빈도수 기준으로 단어'집합'을 생성함.
-> 매핑을 위해texts_to_sequences()함수 이용하면 됨.
출처: https://www.dinolabs.ai/186 -
단어에 어떻게 인덱스를 부여했는지 확인:
tokeninzer.word_index-
tokeninzer.word_index결과```python
{'제': 1, '것': 2, '수': 3, '그': 4, '경우': 5, '위': 6, '행위': 7, '등': 8, '해당': 9, '관': 10, '법': 11, '대한': 12, '처분': 13, '항': 14, '규정': 15, '사실': 16, '피고인': 17, '및': 18, '이': 19, '볼': 20, '때': 21, '인정': 22, '토지': 23, '원고': 24, '구': 25, '회사': 26, '등기': 27, '후': 28, '청구': 29, '함': 30, '계약': 31, '사업': 32, '대하': 33, '취득': 34, '의무': 35, '목적': 36, '판단': 37, '피고': 38, '시행': 39, '지급': 40, '취소': 41, '판결': 42, '대상': 43, '사용': 44, '위반': 45, '결정': 46, '성립': 47, '위법': 48, '과세': 49, '사건': 50, '사유': 51, '여부': 52, '부동산': 53, '죄': 54, '소유권': 55, '거래': 56, '내용': 57, '사정': 58, '권리': 59, '법률': 60, '이유': 61, '허가': 62, '기간': 63, '절차': 64, '이전': 65, '발생': 66, '양도': 67, '세법': 68, '로서': 69, '채권': 70, '기재': 71, '업무': 72, '재산': 73, '금': 74, '적용': 75, '이익': 76, '변경': 77, '관계': 78, '정': 79, '다른': 80, '중': 81, '상의': 82, '책임': 83, '무효': 84, '손해': 85, '신청': 86, '방법': 87, '자': 88, '호': 89, '보험': 90, '명의': 91, '소송': 92, '부분': 93, '대해': 94, '확정': 95, '이상': 96, '바': 97, '피해자': 98, '상표': 99, '액': 100, '부과': 101, '범위': 102, '법인': 103, '효력': 104, '등록': 105, '기준': 106, '신고': 107, '채무': 108, '것이므': 109, '건물': 110, '소정': 111, '매매': 112, '보아': 113, '주장': 114, '포함': 115, '령': 116, '범죄': 117, '소득': 118, '일부': 119, '말': 120, '당사자': 121, '처벌': 122, '특정': 123, '제기': 124, '의사': 125, '법원': 126, '담보': 127, '금액': 128, '확인': 129, '가액': 130, '피': 131, '이행': 132, '당시': 133, '거나': 134, '취지': 135, '행사': 136, '타인': 137, '갑': 138, '공무원': 139, '채무자': 140, '채권자': 141, '점': 142, '내': 143, '사항': 144, '요건': 145, '대금': 146, '해석': 147, '소유자': 148, '소외': 149, '원심': 150, '직무': 151, '손해배상': 152, '전': 153, '시설': 154, '관리': 155, '영업': 156, '집행': 157, '작성': 158, '반환': 159, '제공': 160, '과실': 161, '소유': 162, '정도': 163, '자가': 164, '의': 165, '항의': 166, '때문': 167, '제출': 168, '상태': 169, '원칙': 170, '허위': 171, '실질': 172, '부정': 173, '위해': 174, '조치': 175, '자동차': 176, '직접': 177, '수입': 178, '증거': 179, '교부': 180, '진술': 181, '처리': 182, '고': 183, '사람': 184, '물품': 185, '상대방': 186, '결과': 187, '사례': 188, '속': 189, '주의': 190, '의미': 191, '자의': 192, '점유': 193, '사이': 194, '가격': 195, '수인': 196, '로부터': 197, '제한': 198, '면허': 199, '이용': 200, '주택': 201, '세액': 202, '음': 203, '사업자': 204, '물': 205, '금지': 206, '계획': 207, '발행': 208, '관련': 209, '자체': 210, '라면': 211, '매수': 212, '허용': 213, '징계': 214, '뿐': 215, '침해': 216, '계속': 217, '약정': 218, '고려': 219, '요구': 220, '보호': 221, '체결': 222, '결의': 223, '시': 224, '사무': 225, '형법': 226, '행정처분': 227, '필요': 228, '주식': 229, '선거': 230, '납부': 231, '비': 232, '부담': 233, '구체': 234, '법령': 235, '불법행위': 236, '변제': 237, '알': 238, '구성': 239, '관세': 240, '근거': 241, '민법': 242, '심판': 243, '공사': 244, '매도': 245, '표시': 246, '지방': 247, '권한': 248, '종합': 249, '근로자': 250, '원인': 251, '통지': 252, '평가': 253, '건축': 254, '심리': 255, '사회': 256, '운송': 257, '특별': 258, '기관': 259, '상품': 260, '사고': 261, '판매': 262, '하자': 263, '선고': 264, '임대': 265, '재량': 266, '현저': 267, '증권': 268, '사망': 269, '과세표준': 270, '조합': 271, '검사': 272, '일반': 273, '영향': 274, '합의': 275, '인식': 276, '상속': 277, '자신': 278, '승인': 279, '인': 280, '법률상': 281, '료': 282, '호의': 283, '항소': 284, '은행': 285, '범행': 286, '객관': 287, '수익': 288, '설치': 289, '각': 290, '재심': 291, '위임': 292, '명령': 293, '소': 294, '산정': 295, '존재': 296, '자금': 297, '지위': 298, '이후': 299, '기타': 300, '조건': 301, '전부': 302, '상당': 303, '국가': 304, '자기': 305, '개': 306, '설정': 307, '직원': 308, '비용': 309, '압류': 310, '임차': 311, '자료': 312, '불': 313, '공급': 314, '농지': 315, '수령': 316, '모두': 317, '임': 318, '면': 319, '서류': 320, '기술': 321, '정리': 322, '분양': 323, '국세': 324, '규칙': 325, '재판': 326, '부': 327, '공제': 328, '납세': 329, '귀속': 330, '건설': 331, '이사': 332, '내지': 333, '증여': 334, '위원회': 335, '용': 336, '징수': 337, '조사': 338, '상고': 339, '과정': 340, '보상': 341, '추정': 342, '심': 343, '개정': 344, '공익': 345, '제외': 346, '사안': 347, '용도': 348, '자산': 349, '가지': 350, '초과': 351, '외': 352, '자격': 353, '사용자': 354, '재': 355, '종전': 356, '못': 357, '임의': 358, '개인': 359, '송달': 360, '시가': 361, '불이익': 362, '통상': 363, '업자': 364, '시기': 365, '납세의무': 366, '지정': 367, '청구권': 368, '위조': 369, '기존': 370, '차량': 371, '실제': 372, '별도': 373, '명': 374, '발명': 375, '수행': 376, '성질': 377, '심사': 378, '단체': 379, '입찰': 380, '청구인': 381, '진행': 382, '를': 383, '은': 384, '전체': 385, '감독': 386, '다시': 387, '므': 388, '보증': 389, '유지': 390, '신용': 391, '매입': 392, '증명': 393, '안': 394, '사법': 395, '운영': 396, '일': 397, '불구': 398, '차': 399, '법정': 400, '분배': 401, '수표': 402, '보기': 403, '배상': 404, '부가가치세': 405, '자로': 406, '인도': 407, '직권': 408, '계산': 409, '항고': 410, '기한': 411, '보수': 412, '상황': 413, '가처분': 414, '건축물': 415, '만': 416, '달리': 417, '그것': 418, '특허': 419, '종': 420, '날': 421, '장관': 422, '확정판결': 423, '근로': 424, '상속인': 425, '거절': 426, '선임': 427, '물건': 428, '형': 429, '효과': 430, '도로': 431, '포탈': 432, '고의': 433, '입증': 434, '여': 435, '고안': 436, '취하': 437, '기본': 438, '경과': 439, '세': 440, '위험': 441, '국내': 442, '보관': 443, '주주': 444, '행': 445, '독립': 446, '행정소송': 447, '출원': 448, '기각': 449, '어음': 450, '범': 451, '기일': 452, '파기': 453, '장소': 454, '예금': 455, '정지': 456, '수용': 457, '위탁': 458, '담당': 459, '전의': 460, '경쟁': 461, '기업': 462, '채': 463, '재해': 464, '보고': 465, '방지': 466, '하나': 467, '지방자치단체': 468, '유죄': 469, '뜻': 470, '대가': 471, '실지': 472, '추계': 473, '민사소송법': 474, '아파트': 475, '조항': 476, '도시': 477, '상호': 478, '탁자': 479, '구역': 480, '근저당권': 481, '근무': 482, '상법': 483, '임금': 484, '인용': 485, '소멸시효': 486, '법인세': 487, '위배': 488, '자백': 489, '경영': 490, '불법': 491, '선': 492, '행정': 493, '방해': 494, '합리': 495, '차용': 496, '대표자': 497, '교회': 498, '형사소송법': 499, '가압류': 500, '종료': 501, '관할': 502, '해제': 503, '가능성': 504, '누락': 505, '관해': 506, '신탁': 507, '이의': 508, '규제': 509, '타당': 510, '보장': 511, '모든': 512, '실행': 513, '주체': 514, '출석': 515, '용역': 516, '항소심': 517, '관청': 518, '개별': 519, '자유': 520, '이외': 521, '분할': 522, '본인': 523, '배임죄': 524, '산출': 525, '일시': 526, '유사': 527, '란': 528, '명의신탁': 529, '따라서': 530, '조합원': 531, '문서': 532, '참가': 533, '대항': 534, '제조': 535, '동의': 536, '공탁': 537, '탈': 538, '불복': 539, '사기죄': 540, '선박': 541, '준': 542, '고지': 543, '노동조합': 544, '약관': 545, '대표이사': 546, '공동': 547, '가중': 548, '활동': 549, '가장': 550, '입금': 551, '정부': 552, '당연무효': 553, '고시': 554, '동시': 555, '학교': 556, '행정청': 557, '재결': 558, '통해': 559, '운전': 560, '증서': 561, '운행': 562, '상대로': 563, '근로기준법': 564, '나머지': 565, '케': 566, '종중': 567, '이의신청': 568, '개설': 569, '완성': 570, '피해': 571, '상': 572, '물의': 573, '형식': 574, '통': 575, '가치': 576, '금융기관': 577, '지출': 578, '표준': 579, '능력': 580, '상해': 581, '부인': 582, '세금': 583, '상습': 584, '수도': 585, '의장': 586, '절도': 587, '국민': 588, '외국': 589, '구분': 590, '형사': 591, '범의': 592, '개발': 593, '처': 594, '가등기': 595, '봄': 596, '배제': 597, '주식회사': 598, '횡령죄': 599, '설립': 600, '임대차': 601, '업체': 602, '폭행': 603, '안전': 604, '부지': 605, '존속': 606, '해도': 607, '더': 608, '잘못': 609, '포괄': 610, '양도소득세': 611, '보전': 612, '승계': 613, '오인': 614, '변론': 615, '소속': 616, '금품': 617, '개시': 618, '명시': 619, '임용': 620, '경제': 621, '재물': 622, '대출': 623, '철거': 624, '건설업': 625, '그대로': 626, '퇴직금': 627, '다수': 628, '업': 629, '부당이득': 630, '기초': 631, '조서': 632, '정정': 633, '면제': 634, '노동': 635, '지점': 636, '공소장': 637, '간': 638, '산입': 639, '구성요건': 640, '앞': 641, '거주': 642, '조정': 643, '수단': 644, '의사표시': 645, '대지': 646, '적': 647, '별개': 648, '정상': 649, '착오': 650, '참가인': 651, '인과관계': 652, '조례': 653, '다음': 654, '임무': 655, '참작': 656, '과': 657, '공정': 658, '또한': 659, '산업': 660, '지역': 661, '수요': 662, '실용신안': 663, '급여': 664, '파면': 665, '준공': 666, '상환': 667, '여러': 668, '추가': 669, '로써': 670, '알선': 671, '부여': 672, '환지': 673, '각하': 674, '입': 675, '위험성': 676, '수출': 677, '시점': 678, '명목': 679, '보상금': 680, '증언': 681, '동일': 682, '부당': 683, '변동': 684, '운전자': 685, '돈': 686, '계산서': 687, '하천': 688, '포기': 689, '운수': 690, '통념': 691, '일방': 692, '동일성': 693, '병': 694, '공유': 695, '차이': 696, '선거운동': 697, '남용': 698, '공고': 699, '서면': 700, '후보자': 701, '경매': 702, '정상품': 703, '법률관계': 704, '거부': 705, '시효': 706, '표': 707, '전제': 708, '청탁': 709, '현실': 710, '시장': 711, '을': 712, '한도': 713, '현재': 714, '지원': 715, '가입': 716, '종결': 717, '기능': 718, '증거능력': 719, '배임': 720, '율': 721, '점포': 722, '서울특별시': 723, '반드시': 724, '부가가치': 725, '횡령': 726, '단서': 727, '소의': 728, '제시': 729, '가해자': 730, '도': 731, '우선': 732, '취급': 733, '초래': 734, '인지': 735, '총회': 736, '보유': 737, '발급': 738, '무죄': 739, '등록상표': 740, '추징': 741, '부합': 742, '유언': 743, '객체': 744, '예정': 745, '만일': 746, '독점': 747, '뒤': 748, '이기': 749, '소멸': 750, '의견': 751, '데': 752, '계': 753, '회복': 754, '우려': 755, '로': 756, '내의': 757, '협박': 758, '폐지': 759, '기': 760, '임야': 761, '기판력': 762, '서로': 763, '요하': 764, '또': 765, '공소': 766, '여야': 767, '조세': 768, '경합': 769, '보증금': 770, '입증책임': 771, '광고': 772, '동안': 773, '의결': 774, '강제': 775, '실시': 776, '만료': 777, '대표': 778, '재건축': 779, '원': 780, '신용카드': 781, '증인': 782, '소집': 783, '혼인': 784, '감사': 785, '일자': 786, '면세': 787, '중재': 788, '문제': 789, '의도': 790, '비록': 791, '충족': 792, '학교법인': 793, '장부': 794, '파산': 795, '신뢰': 796, '이해관계': 797, '승소': 798, '증': 799, '한정': 800, '사해행위': 801, '이자': 802, '양수': 803, '면적': 804, '해': 805, '미달': 806, '날로': 807, '인수': 808, '가산': 809, '회수': 810, '차익': 811, '기록': 812, '보지': 813, '기회': 814, '경비': 815, '소비': 816, '임원': 817, '목': 818, '정보': 819, '장물': 820, '상속세': 821, '공모': 822, '상실': 823, '심의': 824, '종사': 825, '체납': 826, '일정': 827, '전액': 828, '두': 829, '변호사': 830, '최고': 831, '경락': 832, '해임': 833, '우리나라': 834, '금고': 835, '중도': 836, '완료': 837, '절도죄': 838, '소위': 839, '소원': 840, '보정': 841, '내부': 842, '관여': 843, '약속어음': 844, '강제집행': 845, '대통령령': 846, '당초': 847, '상이': 848, '명칭': 849, '회계': 850, '헌법': 851, '관념': 852, '공직': 853, '금전': 854, '행위자': 855, '주민': 856, '통행': 857, '부실': 858, '기밀': 859, '비교': 860, '선정': 861, '망': 862, '후의': 863, '소득세': 864, '충돌': 865, '주민등록': 866, '유가': 867, '대법원': 868, '도급': 869, '한계': 870, '호로': 871, '교습': 872, '시간': 873, '잔': 874, '본안': 875, '득': 876, '주위': 877, '이혼': 878, '순위': 879, '저당권': 880, '신축': 881, '일체': 882, '인과': 883, '교통사고': 884, '여지': 885, '간주': 886, '건축법': 887, '지시': 888, '것임': 889, '양곡': 890, '비밀': 891, '분야': 892, '손금': 893, '수수료': 894, '정치자금': 895, '예외': 896, '설명': 897, '정범': 898, '마찬가지': 899, '방식': 900, '혼동': 901, '협의': 902, '보증인': 903, '승낙': 904, '미성년': 905, '중간': 906, '계약서': 907, '해지': 908, '대리인': 909, '신용장': 910, '부존재': 911, '경찰관': 912, '설비': 913, '무상': 914, '생산': 915, '매출': 916, '범인': 917, '법조': 918, '정관': 919, '특수': 920, '등기부': 921, '재범': 922, '지인': 923, '배당': 924, '발견': 925, '교육': 926, '착수': 927, '소송행위': 928, '외관': 929, '실현': 930, '재산권': 931, '전과': 932, '하도급': 933, '위계': 934, '법률행위': 935, '유무': 936, '치료': 937, '응': 938, '양자': 939, '표지': 940, '수당': 941, '요청': 942, '약': 943, '면직': 944, '위법성': 945, '바로': 946, '국가보안법': 947, '투자': 948, '사전': 949, '결여': 950, '공장': 951, '세무서': 952, '반국가단체': 953, '방치': 954, '경위': 955, '감액': 956, '판정': 957, '집단': 958, '경정': 959, '규': 960, '학원': 961, '간접': 962, '화물': 963, '정의': 964, '면책': 965, '회의': 966, '도시계획법': 967, '예상': 968, '법리': 969, '실체': 970, '대상자': 971, '단계': 972, '화해': 973, '재화': 974, '존부': 975, '주소': 976, '분': 977, '사후': 978, '이사회': 979, '감호': 980, '의료': 981, '청산': 982, '형상': 983, '훼손': 984, '버스': 985, '상소': 986, '수리': 987, '공용': 988, '대리': 989, '증빙': 990, '말소': 991, '이내': 992, '실효': 993, '감정': 994, '협약': 995, '영위': 996, '퇴직': 997, '대여': 998, '정본': 999, '방지법': 1000, '주관': 1001, '교통': 1002, '대한민국': 1003, '고용': 1004, '날인': 1005, '보험금': 1006, '철회': 1007, '교사': 1008, '확장': 1009, '기부': 1010, '처단': 1011, '측정': 1012, '경찰': 1013, '연장': 1014, '사찰': 1015, '주지': 1016, '생활': 1017, '서비스': 1018, '모집': 1019, '식품': 1020, '거치': 1021, '불분명': 1022, '전원': 1023, '유족': 1024, '세율': 1025, '징계처분': 1026, '취소소송': 1027, '취득세': 1028, '성격': 1029, '관행': 1030, '정당': 1031, '일수': 1032, '직': 1033, '연금': 1034, '비적': 1035, '작업': 1036, '그로': 1037, '반려': 1038, '가공': 1039, '피의자': 1040, '성과': 1041, '이란': 1042, '대위': 1043, '수급인': 1044, '첨부': 1045, '법규': 1046, '기구': 1047, '술': 1048, '시정': 1049, '행정행위': 1050, '스스로': 1051, '저촉': 1052, '신설': 1053, '폭력': 1054, '급': 1055, '대비': 1056, '계약금': 1057, '전세권': 1058, '군': 1059, '준용': 1060, '구조': 1061, '범칙': 1062, '시한': 1063, '제반': 1064, '수수': 1065, '비로소': 1066, '표현': 1067, '선택': 1068, '공무': 1069, '법적': 1070, '형태': 1071, '고유': 1072, '각각': 1073, '시공': 1074, '개월': 1075, '이득': 1076, '규약': 1077, '분쟁': 1078, '식품위생법': 1079, '전자': 1080, '대장': 1081, '적극': 1082, '공직선거법': 1083, '뇌물': 1084, '배척': 1085, '가담': 1086, '의약품': 1087, '청': 1088, '국': 1089, '비위': 1090, '흠결': 1091, '의심': 1092, '추심': 1093, '공개': 1094, '매각': 1095, '구성원': 1096, '공공': 1097, '선하': 1098, '익금': 1099, '고지서': 1100, '어서': 1101, '환송': 1102, '통지서': 1103, '비율': 1104, '제재': 1105, '일치': 1106, '도과': 1107, '조직': 1108, '장애': 1109, '환자': 1110, '한편': 1111, '널리': 1112, '질서': 1113, '건': 1114, '확보': 1115, '부탁': 1116, '건강': 1117, '부칙': 1118, '시일': 1119, '피용자': 1120, '전혀': 1121, '일로': 1122, '진실': 1123, '휴업': 1124, '중단': 1125, '예견': 1126, '특약': 1127, '산': 1128, '도박': 1129, '지적': 1130, '광업권': 1131, '항고소송': 1132, '반복': 1133, '매립': 1134, '패소': 1135, '요소': 1136, '사무소': 1137, '법칙': 1138, '방송': 1139, '고서': 1140, '공지': 1141, '특허법': 1142, '소급': 1143, '본질': 1144, '변조': 1145, '주가': 1146, '업무방해죄': 1147, '성실': 1148, '자주': 1149, '점유권': 1150, '즉시': 1151, '상가': 1152, '형성': 1153, '한국': 1154, '가족': 1155, '온': 1156, '최초': 1157, '제도': 1158, '결합': 1159, '시험': 1160, '택시': 1161, '아래': 1162, '무': 1163, '원본': 1164, '신분': 1165, '즉': 1166, '품질': 1167, '수사': 1168, '창작': 1169, '농업협동조합': 1170, '개념': 1171, '주거': 1172, '일단': 1173, '공문서': 1174, '유기': 1175, '표장': 1176, '간의': 1177, '장래': 1178, '은닉': 1179, '규모': 1180, '입법': 1181, '준수': 1182, '치': 1183, '세부': 1184, '보완': 1185, '현금': 1186, '명예': 1187, '보조금': 1188, '작용': 1189, '제작': 1190, '외국인': 1191, '파악': 1192, '원상회복': 1193, '역시': 1194, '상표권': 1195, '분리': 1196, '본래': 1197, '편': 1198, '선적': 1199, '계좌': 1200, '주문': 1201, '사문서': 1202, '대행': 1203, '식별': 1204, '지연손해금': 1205, '타': 1206, '방어': 1207, '강간': 1208, '망인': 1209, '부대': 1210, '구입': 1211, '기하': 1212, '달성': 1213, '보고서': 1214, '체': 1215, '부가': 1216, '석유': 1217, '수급': 1218, '보충': 1219, '이사장': 1220, '원래': 1221, '사임': 1222, '정산': 1223, '미진': 1224, '이탈': 1225, '해외': 1226, '호주': 1227, '동업': 1228, '위치': 1229, '타당성': 1230, '경작': 1231, '재산세': 1232, '주주총회': 1233, '계열': 1234, '세대': 1235, '유형': 1236, '동조': 1237, '사실관계': 1238, '이름': 1239, '준비': 1240, '촉진': 1241, '설계': 1242, '정법': 1243, '전환': 1244, '도의': 1245, '밖': 1246, '구획': 1247, '배출': 1248, '반대': 1249, '출자': 1250, '고객': 1251, '환경': 1252, '양도소득': 1253, '중앙': 1254, '소장': 1255, '상승': 1256, '미리': 1257, '미수': 1258, '질병': 1259, '기인': 1260, '출처': 1261, '국회의원': 1262, '청소년': 1263, '변호': 1264, '이로': 1265, '환급': 1266, '적법': 1267, '참여': 1268, '줄': 1269, '의원': 1270, '곳': 1271, '의제': 1272, '무허가': 1273, '조': 1274, '묵시': 1275, '공작물': 1276, '농지개혁법': 1277, '추인': 1278, '여객': 1279, '교인': 1280, '죄책': 1281, '양': 1282, '입학': 1283, '용지': 1284, '과거': 1285, '결': 1286, '편의': 1287, '중과세': 1288, '심법': 1289, '허세': 1290, '사의': 1291, '액수': 1292, '물질': 1293, '중개': 1294, '특례법': 1295, '채무불이행': 1296, '공': 1297, '신체': 1298, '유효': 1299, '정이': 1300, '충당': 1301, '무관': 1302, '자본': 1303, '정식': 1304, '판례': 1305, '자연': 1306, '것일': 1307, '급부': 1308, '무고죄': 1309, '소송대리인': 1310, '저작물': 1311, '취한': 1312, '카드': 1313, '박탈': 1314, '해결': 1315, '보험료': 1316, '장치': 1317, '증여세': 1318, '민사': 1319, '지배': 1320, '달라': 1321, '신빙': 1322, '명도': 1323, '회보': 1324, '호법': 1325, '교환': 1326, '소지': 1327, '용이': 1328, '별로': 1329, '보존': 1330, '점용': 1331, '납품': 1332, '불문': 1333, '달': 1334, '체포': 1335, '해고': 1336, '악의': 1337, '사상': 1338, '강도': 1339, '징역': 1340, '낙찰': 1341, '수취': 1342, '이면': 1343, '수산업': 1344, '물이': 1345, '상세': 1346, '금은': 1347, '재심사': 1348, '사기': 1349, '고정': 1350, '사죄': 1351, '고도': 1352, '자인': 1353, '갱신': 1354, '염려': 1355, '원리금': 1356, '기금': 1357, '폐기물': 1358, '번복': 1359, '제품': 1360, '보증계약': 1361, '해태': 1362, '검찰': 1363, '형벌': 1364, '부상': 1365, '합치': 1366, '물권': 1367, '투자자': 1368, '고속도로': 1369, '영업비밀': 1370, '극히': 1371, '정치': 1372, '도로교통법': 1373, '실수': 1374, '합병': 1375, '증자': 1376, '속인': 1377, '주권': 1378, '상계': 1379, '제정': 1380, '기계': 1381, '대학': 1382, '외형': 1383, '기소': 1384, '집': 1385, '외국환': 1386, '과징금': 1387, '해하': 1388, '유사성': 1389, '공범': 1390, '복지': 1391, '교원': 1392, '대리권': 1393, '법정형': 1394, '복리': 1395, '외적': 1396, '치유': 1397, '정기': 1398, '세무': 1399, '수정': 1400, '모용': 1401, '의료행위': 1402, '곧': 1403, '트럭': 1404, '단속': 1405, '전기': 1406, '집행유예': 1407, '효능': 1408, '모양': 1409, '제조업': 1410, '담당자': 1411, '부양': 1412, '당국': 1413, '전심': 1414, '취득시효': 1415, '보통': 1416, '특허청': 1417, '회원': 1418, '통한': 1419, '보호법익': 1420, '중개업': 1421, '필요성': 1422, '일반인': 1423, '의사결정': 1424, '양도담보': 1425, '문화재': 1426, '청장': 1427, '지속': 1428, '출금': 1429, '회': 1430, '과태료': 1431, '촉진법': 1432, '고소': 1433, '성의': 1434, '야기': 1435, '배우자': 1436, '지지': 1437, '진입': 1438, '변': 1439, '평균': 1440, '사가': 1441, '연체': 1442, '마치': 1443, '개최': 1444, '공정증서': 1445, '미결구금': 1446, '보조': 1447, '공시': 1448, '실적': 1449, '전입': 1450, '공연': 1451, '남편': 1452, '보건': 1453, '음주': 1454, '족하': 1455, '족': 1456, '선언': 1457, '누구': 1458, '소송비용': 1459, '사립학교법': 1460, '합동': 1461, '보증채무': 1462, '임기': 1463, '운반': 1464, '결제': 1465, '후자': 1466, '주어': 1467, '혐의': 1468, '관습': 1469, '동인': 1470, '유물': 1471, '무면허': 1472, '누설': 1473, '도지사': 1474, '전소': 1475, '의거': 1476, '주자': 1477, '단독': 1478, '경': 1479, '임시': 1480, '국세청': 1481, '말소등기': 1482, '경험': 1483, '불하': 1484, '상반': 1485, '훈령': 1486, '실액': 1487, '여관': 1488, '씨앗': 1489, '도래': 1490, '지침': 1491, '는바': 1492, '구상': 1493, '연': 1494, '제법': 1495, '건설부': 1496, '가해': 1497, '업주': 1498, '화의': 1499, '경험칙': 1500, '인사': 1501, '접근': 1502, '무단': 1503, '반출': 1504, '징': 1505, '감소': 1506, '발송': 1507, '신청서': 1508, '도달': 1509, '병합': 1510, '양도인': 1511, '수법': 1512, '쌍방': 1513, '잔존': 1514, '연대보증': 1515, '특허권': 1516, '심결': 1517, '삼': 1518, '특례': 1519, '채용': 1520, '실': 1521, '축': 1522, '쟁의': 1523, '국가공무원': 1524, '경계': 1525, '방조': 1526, '제대로': 1527, '재단법인': 1528, '소재': 1529, '피상': 1530, '곧바로': 1531, '다만': 1532, '당선': 1533, '사용권': 1534, '대학교': 1535, '관찰': 1536, '신의칙': 1537, '하나로': 1538, '방': 1539, '건축사': 1540, '과점': 1541, '조각': 1542, '편입': 1543, '등급': 1544, '벌': 1545, '종류': 1546, '휴대': 1547, '공시송달': 1548, '현행': 1549, '무권대리': 1550, '약속': 1551, '단지': 1552, '경품': 1553, '지식': 1554, '설사': 1555, '제권판결': 1556, '의자': 1557, '하': 1558, '연고': 1559, '배하': 1560, '군수': 1561, '학생': 1562, '변론기일': 1563, '국유': 1564, '지상': 1565, '수재': 1566, '채증': 1567, '정신': 1568, '청구취지': 1569, '제소': 1570, '층': 1571, '공한지': 1572, '잔금': 1573, '확대': 1574, '해소': 1575, '별표': 1576, '증가': 1577, '기수': 1578, '편취': 1579, '손실보상': 1580, '차임': 1581, '명세서': 1582, '합': 1583, '과소': 1584, '의뢰': 1585, '먼저': 1586, '원료': 1587, '채취': 1588, '구비': 1589, '잔액': 1590, '취업': 1591, '금융': 1592, '지방세': 1593, '오해': 1594, '선의': 1595, '도주': 1596, '성년': 1597, '등록세': 1598, '전화': 1599, '주소지': 1600, '피의자신문조서': 1601, '과실상계': 1602, '기망행위': 1603, '발전': 1604, '포괄일죄': 1605, '몰수': 1606, '유': 1607, '개연': 1608, '역': 1609, '사용자책임': 1610, '부부': 1611, '고통': 1612, '통관': 1613, '정황': 1614, '호칭': 1615, '대위변제': 1616, '전문': 1617, '유통': 1618, '업종': 1619, '법익': 1620, '진보': 1621, '대신': 1622, '집행정지': 1623, '차주': 1624, '고심': 1625, '종합소득세': 1626, '군사': 1627, '담': 1628, '과장': 1629, '반영': 1630, '자도': 1631, '담합': 1632, '접수': 1633, '인장': 1634, '류': 1635, '정년': 1636, '등기청구권': 1637, '관장': 1638, '효용': 1639, '당부': 1640, '품목': 1641, '손상': 1642, '사결정': 1643, '직위해제': 1644, '도매': 1645, '동년': 1646, '관례': 1647, '간첩': 1648, '여자': 1649, '문장': 1650, '계주': 1651, '토지수용법': 1652, '중대': 1653, '다툼': 1654, '사채': 1655, '할인': 1656, '어업': 1657, '예산': 1658, '최종': 1659, '인근': 1660, '멸실': 1661, '차액': 1662, '검토': 1663, '사본': 1664, '유예': 1665, '성은': 1666, '보험사': 1667, '유관': 1668, '선행': 1669, '구상권': 1670, '의료법': 1671, '제거': 1672, '서명': 1673, '위원': 1674, '이중': 1675, '도면': 1676, '위증죄': 1677, '집회': 1678, '소요': 1679, '추상': 1680, '통보': 1681, '비상': 1682, '위자료': 1683, '균형': 1684, '일괄': 1685, '공판': 1686, '민사소송': 1687, '채권양도': 1688, '납입': 1689, '운전면허': 1690, '병원': 1691, '구별': 1692, '경력': 1693, '절취': 1694, '경선': 1695, '기피': 1696, '진료': 1697, '환수': 1698, '허락': 1699, '관리인': 1700, '미국': 1701, '노조': 1702, '노력': 1703, '관리자': 1704, '정비': 1705, '서도': 1706, '배': 1707, '영수': 1708, '방문': 1709, '게임': 1710, '부족': 1711, '추천': 1712, '동산': 1713, '기억': 1714, '살해': 1715, '상인': 1716, '행정소송법': 1717, '산점': 1718, '상여금': 1719, '자진': 1720, '대집행': 1721, '종원': 1722, '공인': 1723, '입지': 1724, '우리': 1725, '희망': 1726, '불능': 1727, '국유재산': 1728, '오류': 1729, '선급금': 1730, '범한': 1731, '그때': 1732, '등본': 1733, '문자': 1734, '거리': 1735, '이송': 1736, '간첩죄': 1737, '호적': 1738, '후소': 1739, '계고처분': 1740, '다방': 1741, '탐지': 1742, '직무유기죄': 1743, '판': 1744, '본문': 1745, '집합': 1746, '정액': 1747, '처음': 1748, '공공기관': 1749, '증액': 1750, '지칭': 1751, '소로': 1752, '미만': 1753, '손실': 1754, '공단': 1755, '이해': 1756, '지휘': 1757, '납': 1758, '여기': 1759, '한해': 1760, '유출': 1761, '고발': 1762, '부득이': 1763, '예측': 1764, '부적': 1765, '단위': 1766, '생기': 1767, '여서': 1768, '인증': 1769, '위력': 1770, '배상금': 1771, '전달': 1772, '수반': 1773, '견해': 1774, '외상': 1775, '고가': 1776, '벌칙': 1777, '주류': 1778, '거짓말': 1779, '상처': 1780, '부위': 1781, '교차로': 1782, '각자': 1783, '대로': 1784, '진술조서': 1785, '종교': 1786, '종단': 1787, '귀책사유': 1788, '부채': 1789, '회장': 1790, '신의성실': 1791, '극적': 1792, '지체': 1793, '입장': 1794, '공갈죄': 1795, '성적': 1796, '측': 1797, '신호': 1798, '나': 1799, '오토바이': 1800, '사위': 1801, '손': 1802, '이하': 1803, '선장': 1804, '부정행위': 1805, '영향력': 1806, '수면': 1807, '이용자': 1808, '규격': 1809, '특별법': 1810, '부터': 1811, '부관': 1812, '보': 1813, '새로이': 1814, '조제': 1815, '발': 1816, '알리': 1817, '동기': 1818, '직업': 1819, '만약': 1820, '폐기': 1821, '압수': 1822, '재료': 1823, '후임': 1824, '현상': 1825, '권리자': 1826, '판사': 1827, '교단': 1828, '탈퇴': 1829, '건립': 1830, '미감': 1831, '보물': 1832, '번호': 1833, '선출': 1834, '진정': 1835, '소청': 1836, '약식': 1837, '업법': 1838, '추': 1839, '부도': 1840, '연락': 1841, '론': 1842, '월': 1843, '과당': 1844, '소가': 1845, '수용재결': 1846, '중소기업': 1847, '이건': 1848, '배서': 1849, '소유권보존등기': 1850, '부정수표단속법': 1851, '중요': 1852, '위생': 1853, '미터': 1854, '특단': 1855, '지번': 1856, '광업': 1857, '구청': 1858, '전치': 1859, '광부': 1860, '태만': 1861, '년도': 1862, '방위세': 1863, '세관': 1864, '도록': 1865, '사인': 1866, '겸': 1867, '연도': 1868, '합계': 1869, '사정변경': 1870, '공법': 1871, '차등': 1872, '민': 1873, '채택': 1874, '손해배상청구권': 1875, '실수입': 1876, '대리점': 1877, '차례': 1878, '도로로': 1879, '예방': 1880, '실권': 1881, '리자': 1882, '다소': 1883, '순차': 1884, '저해': 1885, '검거': 1886, '인정이': 1887, '중과실': 1888, '지구': 1889, '프로그램': 1890, '수량': 1891, '공증인': 1892, '폐': 1893, '정성': 1894, '부동': 1895, '전부명령': 1896, '각기': 1897, '저작권': 1898, '자회사': 1899, '업무상배임죄': 1900, '자녀': 1901, '필수': 1902, '배부': 1903, '예': 1904, '위법행위': 1905, '비영리': 1906, '지연': 1907, '외화': 1908, '투기': 1909, '신규': 1910, '저지': 1911, '상위': 1912, '인의': 1913, '조작': 1914, '종업원': 1915, '도모': 1916, '성명': 1917, '지방공무원법': 1918, '정보통신망': 1919, '증설': 1920, '입원': 1921, '불응': 1922, '이례': 1923, '행동': 1924, '명예훼손': 1925, '비법인사단': 1926, '언제': 1927, '반송': 1928, '수립': 1929, '사단법인': 1930, '무소': 1931, '구속': 1932, '유추해석': 1933, '찬성': 1934, '복귀': 1935, '유상': 1936, '국제': 1937, '구타': 1938, '부의': 1939, '주거침입죄': 1940, '주거침입': 1941, '출입': 1942, '강행규정': 1943, '호가': 1944, '규명': 1945, '취업규칙': 1946, '기업체': 1947, '판매업': 1948, '책': 1949, '양식': 1950, '더라도': 1951, '산림': 1952, '일본': 1953, '영리': 1954, '장기': 1955, '생존': 1956, '분묘': 1957, '디자인': 1958, '간음': 1959, '정화': 1960, '해산': 1961, '등재': 1962, '소관': 1963, '본등기': 1964, '가량': 1965, '항변': 1966, '복구': 1967, '쌀': 1968, '이행지체': 1969, '지령': 1970, '관재': 1971, '논': 1972, '급수': 1973, '준강도': 1974, '국외': 1975, '자수': 1976, '임산물': 1977, '묘지': 1978, '토': 1979, '협력': 1980, '자재': 1981, '열차': 1982, '보호감호': 1983, '자부': 1984, '공통': 1985, '신규성': 1986, '생각': 1987, '고법인': 1988, '평': 1989, '등록증': 1990, '식당': 1991, '항공': 1992, '최저': 1993, '차별': 1994, '거부처분': 1995, '제척기간': 1996, '외부': 1997, '사립학교': 1998, '미필': 1999, '수의': 2000, '무도': 2001, '유수': 2002, '유추적용': 2003, '수준': 2004, '교비': 2005, '형평': 2006, '단일': 2007, '선거인': 2008, '용인': 2009, '해상': 2010, '금부': 2011, '외적인': 2012, '진정성립': 2013, '정은': 2014, '일이': 2015, '명확': 2016, '유해': 2017, '뇌물죄': 2018, '태양': 2019, '불허': 2020, '상응': 2021, '유자': 2022, '재량행위': 2023, '재개발': 2024, '결론': 2025, '신': 2026, '소송물': 2027, '용법': 2028, '정해진': 2029, '만큼': 2030, '한정승인': 2031, '위증': 2032, '부재': 2033, '생략': 2034, '대처': 2035, '표명': 2036, '교수': 2037, '인터넷': 2038, '게재': 2039, '파탄': 2040, '합산': 2041, '배포': 2042, '기사': 2043, '국민연금': 2044, '다한': 2045, '운영자': 2046, '탐지기': 2047, '소액': 2048, '현황': 2049, '묵인': 2050, '개개': 2051, '입력': 2052, '생': 2053, '불명': 2054, '유증': 2055, '사단': 2056, '손익': 2057, '자동': 2058, '아무': 2059, '반항': 2060, '지방의회': 2061, '증거조사': 2062, '재무': 2063, '선전': 2064, '가스': 2065, '대규모': 2066, '주점': 2067, '고함': 2068, '본형': 2069, '기여': 2070, '계약해제': 2071, '상품권': 2072, '신탁법': 2073, '주': 2074, '개폐': 2075, '합당': 2076, '임차권': 2077, '회피': 2078, '결산': 2079, '중앙회': 2080, '대체': 2081, '영수증': 2082, '얼마': 2083, '용의': 2084, '매체': 2085, '요부': 2086, '삭제': 2087, '공중': 2088, '부당행위': 2089, '열거': 2090, '대차': 2091, '발주': 2092, '객관성': 2093, '음주운전': 2094, '철도': 2095, '중지': 2096, '공업': 2097, '일임': 2098, '축산': 2099, '수집': 2100, '군형법': 2101, '긴급': 2102, '현장': 2103, '칭호': 2104, '운용': 2105, '반입': 2106, '입찰방해죄': 2107, '환매': 2108, '재무제표': 2109, '촉구': 2110, '제명': 2111, '통고': 2112, '감안': 2113, '어업권': 2114, '인적': 2115, '직장': 2116, '강제집행면탈죄': 2117, '필증': 2118, '공매': 2119, '상습범': 2120, '전후': 2121, '파견': 2122, '명예퇴직': 2123, '지불': 2124, '화장품': 2125, '불과': 2126, '품': 2127, '유보': 2128, '반증': 2129, '염전': 2130, '증축': 2131, '유임': 2132, '조처': 2133, '감금': 2134, '납기': 2135, '요금': 2136, '위장': 2137, '다': 2138, '배한': 2139, '승락': 2140, '결재': 2141, '출혈': 2142, '가옥': 2143, '품위': 2144, '사도': 2145, '교통부': 2146, '사용승인': 2147, '평소': 2148, '정보공개': 2149, '취소심판': 2150, '교체': 2151, '조세회피': 2152, '일종': 2153, '중복': 2154, '논리': 2155, '관련성': 2156, '변상': 2157, '가능': 2158, '주차장': 2159, '환경보전': 2160, '입국': 2161, '수뢰죄': 2162, '자본금': 2163, '관계자': 2164, '대표권': 2165, '동일인': 2166, '전용': 2167, '장': 2168, '사서': 2169, '가맹': 2170, '존': 2171, '부작위': 2172, '불가분': 2173, '당한': 2174, '인상': 2175, '상담': 2176, '취할': 2177, '교환가치': 2178, '부령': 2179, '적정': 2180, '국토': 2181, '명예훼손죄': 2182, '용기': 2183, '복무': 2184, '회부': 2185, '간행물': 2186, '변호인': 2187, '변화': 2188, '우측': 2189, '대부': 2190, '표창': 2191, '조립': 2192, '중인': 2193, '비법': 2194, '요인': 2195, '수술': 2196, '전광판': 2197, '구제': 2198, '오직': 2199, '불합리': 2200, '명문': 2201, '강간죄': 2202, '주인': 2203, '개입': 2204, '출장': 2205, '소비자': 2206, '무역': 2207, '언급': 2208, '감시': 2209, '권유': 2210, '진단': 2211, '면탈': 2212, '관점': 2213, '택지': 2214, '구한': 2215, '수가': 2216, '허가증': 2217, '함정수사': 2218, '동행': 2219, '전력': 2220, '누범': 2221, '기속력': 2222, '의결권': 2223, '전매': 2224, '정책': 2225, '수출입': 2226, '상대': 2227, '마': 2228, '거액': 2229, '경유': 2230, '당일': 2231, '항쟁': 2232, '격자': 2233, '현': 2234, '평온': 2235, '합유': 2236, '승용차': 2237, '양립': 2238, '녹용': 2239, '변제공탁': 2240, '행정규칙': 2241, '수권': 2242, '지고': 2243, '가가': 2244, '레미콘': 2245, '마련': 2246, '미관': 2247, '용품': 2248, '수의계약': 2249, '영장': 2250, '보조참가인': 2251, '영업주': 2252, '신용정보': 2253, '법무사': 2254, '인접': 2255, '합격': 2256, '경리': 2257, '군인': 2258, '공공시설': 2259, '야간': 2260, '승객': 2261, '매': 2262, '유산': 2263, '연행': 2264, '격': 2265, '해직': 2266, '한번': 2267, '투자신탁': 2268, '개인정보': 2269, '후단': 2270, '농림부': 2271, '승진': 2272, '치가': 2273, '중개사': 2274, '한자': 2275, '탁금': 2276, '새': 2277, '별': 2278, '임자': 2279, '오락': 2280, '자라': 2281, '협동조합': 2282, '부금': 2283, '감': 2284, '계란': 2285, '성죄': 2286, '전차': 2287, '가정': 2288, '지하': 2289, '매목': 2290, '진실성': 2291, '전대': 2292, '합리화': 2293, '요령': 2294, '무선': 2295, '특별항고': 2296, '필지': 2297, '범관': 2298, '답변': 2299, '완공': 2300, '지방법원': 2301, '영업소': 2302, '명의대여': 2303, '군법': 2304, '기입': 2305, '선서': 2306, '도형': 2307, '수계': 2308, '표현대리': 2309, '선거법': 2310, '가루': 2311, '서울': 2312, '농촌': 2313, '귀국': 2314, '징발': 2315, '수위': 2316, '실종선고': 2317, '일련': 2318, '선원': 2319, '제방': 2320, '성분': 2321, '부산': 2322, '상해죄': 2323, '기술사': 2324, '사면': 2325, '정처': 2326, '친생자': 2327, '외인': 2328, '승급': 2329, '매우': 2330, '정함': 2331, '만기': 2332, '종자': 2333, '조로': 2334, '가입자': 2335, '기해': 2336, '의약': 2337, '질의': 2338, '출하': 2339, '평등': 2340, '보도': 2341, '국가배상법': 2342, '안전성': 2343, '창고': 2344, '원고적격': 2345, '신문': 2346, '주차': 2347, '인격': 2348, '안정': 2349, '수질': 2350, '사료': 2351, '서행': 2352, '과도': 2353, '유발': 2354, '교량': 2355, '공원': 2356, '설': 2357, '공격': 2358, '협회': 2359, '전반': 2360, '주택조합': 2361, '동원': 2362, '각종': 2363, '투약': 2364, '임대주택': 2365, '골절': 2366, '추후': 2367, '방조범': 2368, '체계': 2369, '자발': 2370, '요원': 2371, '위원장': 2372, '직전': 2373, '각서': 2374, '거래처': 2375, '음식점': 2376, '전이': 2377, '위작': 2378, '학교장': 2379, '유류분': 2380, '강사': 2381, '도출': 2382, '독자': 2383, '경제범죄': 2384, '존중': 2385, '지게': 2386, '소명': 2387, '방향': 2388, '국한': 2389, '소개': 2390, '조달': 2391, '사적': 2392, '관광': 2393, '안이': 2394, '특성': 2395, '입영': 2396, '부속': 2397, '공갈': 2398, '요': 2399, '총장': 2400, '연구': 2401, '중개인': 2402, '환산': 2403, '향': 2404, '정해': 2405, '증인신문': 2406, '이념': 2407, '상사': 2408, '종래': 2409, '부가세': 2410, '뒷받침': 2411, '침입': 2412, '비밀번호': 2413, '절단': 2414, '녹음': 2415, '최소한': 2416, '범자': 2417, '모순': 2418, '분식': 2419, '구매': 2420, '공모자': 2421, '컴퓨터': 2422, '분류': 2423, '총': 2424, '제로': 2425, '권': 2426, '형사재판': 2427, '농': 2428, '택일': 2429, '양육': 2430, '친권자': 2431, '사비': 2432, '건의': 2433, '측면': 2434, '공판정': 2435, '오기': 2436, '살인죄': 2437, '살인': 2438, '상행위': 2439, '회생': 2440, '통일': 2441, '수하인': 2442, '본점': 2443, '구속력': 2444, '상업': 2445, '연결': 2446, '입회': 2447, '예치': 2448, '준칙': 2449, '하의': 2450, '뇌물공여죄': 2451, '예약': 2452, '전무': 2453, '분뇨': 2454, '대주': 2455, '국토이용관리법': 2456, '강의': 2457, '도피': 2458, '진료기록': 2459, '호적법': 2460, '지도': 2461, '대응': 2462, '폭': 2463, '소비대차': 2464, '주무': 2465, '이동': 2466, '특징': 2467, '칼': 2468, '증명서': 2469, '재소': 2470, '책임자': 2471, '농업': 2472, '실형': 2473, '단기': 2474, '규율': 2475, '마약': 2476, '증대': 2477, '국고': 2478, '투입': 2479, '자살': 2480, '책자': 2481, '감정평가': 2482, '만족': 2483, '심증': 2484, '어촌': 2485, '다가': 2486, '획득': 2487, '착각': 2488, '방면': 2489, '상무': 2490, '본국': 2491, '권징': 2492, '폐업': 2493, '기성': 2494, '무시': 2495, '퇴사': 2496, '부와': 2497, '의율': 2498, '청구원인': 2499, '구호': 2500, '촬영': 2501, '약취': 2502, '편성': 2503, '인공위성': 2504, '총기': 2505, '북한': 2506, '일본국': 2507, '우편물': 2508, '금주': 2509, '배정': 2510, '보강증거': 2511, '지적공부': 2512, '흉기': 2513, '밀수입': 2514, '간통': 2515, '용선': 2516, '습벽': 2517, '유탈': 2518, '상상': 2519, '개수': 2520, '경하': 2521, '기관차': 2522, '필': 2523, '시가지': 2524, '감경': 2525, '재무부': 2526, '불법점유': 2527, '차선': 2528, '과실책임': 2529, '혼인신고': 2530, '당좌': 2531, '주사': 2532, '실화': 2533, '분손': 2534, '종장': 2535, '종회': 2536, '수증': 2537, '익일': 2538, '불교': 2539, '생모': 2540, '종손': 2541, '예비': 2542, '기장': 2543, '침술': 2544, '구술': 2545, '가공업': 2546, '후견인': 2547, '부하': 2548, '오히려': 2549, '명부': 2550, '전기공': 2551, '화재': 2552, '찬양': 2553, '어선': 2554, '의제자백': 2555, '퍼센트': 2556, '매년': 2557, '미비': 2558, '계금': 2559, '운전사': 2560, '상자': 2561, '탈의': 2562, '소매치기': 2563, '풀이': 2564, '식육': 2565, '잠입': 2566, '양파': 2567, '휴식': 2568, '노선': 2569, '협정': 2570, '교통사고처리특례법': 2571, '담보책임': 2572, '의사록': 2573, '집중': 2574, '품종': 2575, '불법영득의사': 2576, '과외': 2577, '민사집행법': 2578, '항목': 2579, '선거일': 2580, '문구': 2581, '부착': 2582, '소심': 2583, '공해': 2584, '개선': 2585, '무렵': 2586, '상하': 2587, '과대': 2588, '공함': 2589, '첨가': 2590, '화학': 2591, '화합물': 2592, '불가': 2593, '환가': 2594, '기만': 2595, '참고': 2596, '저당권설정계약': 2597, '둘': 2598, '도시재개발': 2599, '재개발조합': 2600, '개간': 2601, '형질': 2602, '대량': 2603, '관서': 2604, '실명': 2605, '단기매매': 2606, '도중': 2607, '보건복지부': 2608, '불안': 2609, '상관': 2610, '국회': 2611, '해악': 2612, '축소': 2613, '분담': 2614, '부작용': 2615, '장해': 2616, '증상': 2617, '방조행위': 2618, '모회사': 2619, '부녀': 2620, '중재조항': 2621, '포장': 2622, '영업정지': 2623, '불공정': 2624, '자금지원': 2625, '반응': 2626, '거짓': 2627, '제압': 2628, '환원': 2629, '부품': 2630, '유로': 2631, '복사': 2632, '가운데': 2633, '부주의': 2634, '남녀': 2635, '민원': 2636, '의혹': 2637, '해명': 2638, '합의해제': 2639, '음란': 2640, '공표': 2641, '좌회전': 2642, '형사소송': 2643, '사무실': 2644, '악화': 2645, '주기': 2646, '출근': 2647, '수긍': 2648, '시행일': 2649, '구민': 2650, '불비': 2651, '기왕': 2652, '폐수': 2653, '삼은': 2654, '공평': 2655, '연대': 2656, '부수': 2657, '요지': 2658, '용량': 2659, '실정': 2660, '보충역': 2661, '개량': 2662, '생활관': 2663, '표상': 2664, '귀금속': 2665, '신분증': 2666, '연령': 2667, '학년': 2668, '반': 2669, '근저당': 2670, '이행불능': 2671, '송금': 2672, '음반': 2673, '휘발유': 2674, '다중': 2675, '과반수': 2676, '불변': 2677, '한의사': 2678, '비정상': 2679, '통계': 2680, '토대': 2681, '어려움': 2682, '면서': 2683, '문화': 2684, '이체': 2685, '지목': 2686, '법관': 2687, '확신': 2688, '혜택': 2689, '업무방해': 2690, '언론사': 2691, '막대': 2692, '촉탁': 2693, '공간': 2694, '위함': 2695, '파산법': 2696, '양육비': 2697, '기형': 2698, '위로': 2699, '도착': 2700, '대도시': 2701, '식별력': 2702, '법규명령': 2703, '취임': 2704, '차입': 2705, '노무': 2706, '의뢰인': 2707, '공직자': 2708, '흡수': 2709, '공매처분': 2710, '지장': 2711, '간접정범': 2712, '혈중': 2713, '농도': 2714, '세무사': 2715, '상업사용인': 2716, '절': 2717, '바탕': 2718, '익': 2719, '특수성': 2720, '거기': 2721, '권리남용': 2722, '은폐': 2723, '음으로': 2724, '유포': 2725, '편취할': 2726, '보류': 2727, '무능력자': 2728, '법정대리인': 2729, '기획': 2730, '유추': 2731, '지방자치법': 2732, '최소': 2733, '금납': 2734, '취': 2735, '고용계약': 2736, '의문': 2737, '좌우': 2738, '형기': 2739, '분식회계': 2740, '부사': 2741, '진행중': 2742, '발언': 2743, '대통령': 2744, '재산상속': 2745, '커피': 2746, '거소': 2747, '계급': 2748, '쪽': 2749, '잔고': 2750, '연기': 2751, '전문가': 2752, '운송주선인': 2753, '부모': 2754, '비판': 2755, '부연': 2756, '비거': 2757, '자간': 2758, '시효중단': 2759, '곤란': 2760, '역무': 2761, '대손': 2762, '운동': 2763, '분권': 2764, '점거': 2765, '유인': 2766, '사법심사': 2767, '전문의': 2768, '건조물': 2769, '노동자': 2770, '창업': 2771, '일부분': 2772, '임차보증금': 2773, '위약금': 2774, '임료': 2775, '인감': 2776, '정시': 2777, '보이': 2778, '출연': 2779, '할당': 2780, '전형': 2781, '우발': 2782, '벽': 2783, '지붕': 2784, '시공사': 2785, '송': 2786, '사진': 2787, '파산관재인': 2788, '중이': 2789, '녀': 2790, '도급계약': 2791, '설계서': 2792, '자궁': 2793, '집행력': 2794, '토지대장': 2795, '준비서면': 2796, '계정': 2797, '과목': 2798, '제의': 2799, '보행': 2800, '호증': 2801, '징역형': 2802, '부로': 2803, '농가': 2804, '소재지': 2805, '불복신청': 2806, '국장': 2807, '항해': 2808, '운항': 2809, '비치': 2810, '본원': 2811, '한국전력': 2812, '항진': 2813, '국무총리': 2814, '내무부': 2815, '동령': 2816, '흔적': 2817, '반공법': 2818, '친자': 2819, '항만': 2820, '강박': 2821, '직계': 2822, '장용': 2823, '무형': 2824, '일용': 2825, '운송업': 2826, '평수': 2827, '설령': 2828, '하라': 2829, '석명권': 2830, '자판': 2831, '부재자': 2832, '농지개량': 2833, '변명': 2834, '허위공문서작성죄': 2835, '제보': 2836, '학문': 2837, '시내': 2838, '심신': 2839, '대물변제': 2840, '무성': 2841, '인명': 2842, '립': 2843, '시인': 2844, '실용': 2845, '벌채': 2846, '정교': 2847, '위협': 2848, '기계공': 2849, '기름': 2850, '민세': 2851, '부추': 2852, '배율': 2853, '측량': 2854, '권형': 2855, '지하실': 2856, '빵': 2857, '잠정': 2858, '퇴': 2859, '연관': 2860, '비공개': 2861, '행정기관': 2862, '간이': 2863, '사과': 2864, '항소이유서': 2865, '유치원': 2866, '구가': 2867, '학습': 2868, '어민': 2869, '추심명령': 2870, '동료': 2871, '보전처분': 2872, '실체법': 2873, '규범': 2874, '시작': 2875, '대형': 2876, '가집행선고': 2877, '영조물': 2878, '수시': 2879, '비롯': 2880, '방안': 2881, '유선': 2882, '부설': 2883, '생명': 2884, '억제': 2885, '열람': 2886, '공적': 2887, '통제': 2888, '석방': 2889, '방침': 2890, '공직자윤리법': 2891, '저': 2892, '재의': 2893, '집행권': 2894, '가산금': 2895, '재개': 2896, '배당금': 2897, '사익': 2898, '량': 2899, '주변': 2900, '최대': 2901, '영국': 2902, '차명계좌': 2903, '회로': 2904, '자격정지': 2905, '특별이익': 2906, '헌법재판소': 2907, '향후': 2908, '응답': 2909, '조리': 2910, '시위': 2911, '진찰': 2912, '단순': 2913, '관절': 2914, '삽입': 2915, '비방': 2916, '통행료': 2917, '과잉': 2918, '비난': 2919, '잡지': 2920, '자력': 2921, '생리': 2922, '정확성': 2923, '성교': 2924, '유턴': 2925, '통과': 2926, '미래': 2927, '승계취득': 2928, '투': 2929, '시스템': 2930, '매월': 2931, '표기': 2932, '즉각': 2933, '화폐': 2934, '상금': 2935, '개발부담금': 2936, '신뢰보호': 2937, '얻지': 2938, '요한': 2939, '증여계약': 2940, '접대부': 2941, '결하': 2942, '부문': 2943, '재정': 2944, '수년': 2945, '산세': 2946, '낙선': 2947, '경로': 2948, '정원': 2949, '병역의무': 2950, '종합병원': 2951, '의식': 2952, '태도': 2953, '득실': 2954, '구금': 2955, '통산': 2956, '률': 2957, '장기간': 2958, '인부': 2959, '중과': 2960, '범죄인': 2961, '교': 2962, '재단': 2963, '향상': 2964, '가의': 2965, '전속': 2966, '노출': 2967, '시세': 2968, '차원': 2969, '병역': 2970, '오염': 2971, '전파': 2972, '유공': 2973, '체인': 2974, '위임장': 2975, '추단': 2976, '위헌': 2977, '전시': 2978, '간부': 2979, '초등학교': 2980, '위임입법': 2981, '정리해고': 2982, '부진정연대채무': 2983, '절대': 2984, '합법': 2985, '기부채납': 2986, '주요': 2987, '전산': 2988, '산재': 2989, '청문': 2990, '세력': 2991, '서나': 2992, '점등': 2993, '적격': 2994, '기대': 2995, '재임': 2996, '쟁점': 2997, '저축': 2998, '진압': 2999, '언론': 3000, '정류': 3001, '정차': 3002, '유부': 3003, '불리': 3004, '정기형': 3005, '전결': 3006, '사업인정': 3007, '처럼': 3008, '주선': 3009, '전임': 3010, '뇌물수수죄': 3011, '중기': 3012, '감금죄': 3013, '알코올': 3014, '횟수': 3015, '발휘': 3016, '조물': 3017, '선처': 3018, '주요한': 3019, '정당성': 3020, '선발': 3021, '응시': 3022, '의학': 3023, '동지': 3024, '수산': 3025, '약간': 3026, '금리': 3027, '자타': 3028, '출입문': 3029, '진의': 3030, '대학교수': 3031, '불의': 3032, '대조': 3033, '아동': 3034, '권고': 3035, '예산회계법': 3036, '강압': 3037, '긍정': 3038, '매장': 3039, '언동': 3040, '사범': 3041, '발부': 3042, '공물': 3043, '빙자': 3044, '분실': 3045, '인감증명': 3046, '출마': 3047, '장남': 3048, '장비': 3049, '대항력': 3050, '의회': 3051, '보호령': 3052, '면소판결': 3053, '간격': 3054, '후불': 3055, '원용': 3056, '수납': 3057, '연맹': 3058, '자격증': 3059, '선거구': 3060, '집권': 3061, '위성': 3062, '자율': 3063, '과로': 3064, '당첨': 3065, '운송계약': 3066, '청렴': 3067, '퇴거': 3068, '막': 3069, '소환': 3070, '조사해': 3071, '출국': 3072, '소취하': 3073, '관세청장': 3074, '원가': 3075, '줌': 3076, '행정재산': 3077, '골재': 3078, '열사': 3079, '쌍무계약': 3080, '부동산등기법': 3081, '무인': 3082, '적정가격': 3083, '법정지상권': 3084, '수호': 3085, '자치': 3086, '결격': 3087, '터': 3088, '재물손괴죄': 3089, '연상': 3090, '부락': 3091, '학력': 3092, '장법': 3093, '직인': 3094, '증명책임': 3095, '추첨': 3096, '유치': 3097, '미용': 3098, '수업': 3099, '미지': 3100, '하수': 3101, '문': 3102, '환부': 3103, '호수': 3104, '구수': 3105, '접': 3106, '거의': 3107, '사무직원': 3108, '단정': 3109, '완납': 3110, '종물': 3111, '주물': 3112, '상용': 3113, '용면': 3114, '용의자': 3115, '채널': 3116, '사태': 3117, '여권': 3118, '동거': 3119, '추진': 3120, '성능': 3121, '허위표시': 3122, '시대': 3123, '우편': 3124, '금전채권': 3125, '원금': 3126, '모의': 3127, '강도상해죄': 3128, '만류': 3129, '전하': 3130, '액화': 3131, '충전': 3132, '완결': 3133, '공립': 3134, '원상': 3135, '해양사고': 3136, '하리': 3137, '군정': 3138, '환': 3139, '속단': 3140, '유아': 3141, '기관사': 3142, '속력': 3143, '소전': 3144, '마사회': 3145, '심의회': 3146, '미연': 3147, '국도': 3148, '인간': 3149, '대립': 3150, '조합계약': 3151, '표제': 3152, '발사': 3153, '불구자': 3154, '배액': 3155, '광물': 3156, '채굴': 3157, '특수강': 3158, '서울시': 3159, '국내법': 3160, '보건사회부': 3161, '차장': 3162, '부선': 3163, '처사': 3164, '예금계약': 3165, '종이': 3166, '방출': 3167, '절용': 3168, '장물죄': 3169, '군무': 3170, '유기한': 3171, '나이': 3172, '남자': 3173, '직후': 3174, '질권': 3175, '자임': 3176, '농지개혁': 3177, '정지명령': 3178, '매립지': 3179, '속행': 3180, '수선': 3181, '유목': 3182, '매상': 3183, '나름': 3184, '정전': 3185, '사권': 3186, '살': 3187, '나라': 3188, '유리': 3189, '음모': 3190, '삼지': 3191, '부장': 3192, '구두': 3193, '승복': 3194, '피복': 3195, '중구청': 3196, '망부석': 3197, '사칭': 3198, '반원': 3199, '모래': 3200, '적국': 3201, '구함': 3202, '혼합': 3203, '고등법원': 3204, '모': 3205, '관세청': 3206, '광산': 3207, '반포': 3208, '서적': 3209, '인영': 3210, '감정인': 3211, '조선': 3212, '안전지대': 3213, '북괴': 3214, '공포': 3215, '번': 3216, '장인': 3217, '유지연': 3218, '히로뽕': 3219, '계불': 3220, '도괴': 3221, '면사무소': 3222, '관내': 3223, '경찰서': 3224, '국민학교': 3225, '주전자': 3226, '행정대집행법': 3227, '행정관청': 3228, '물상보증': 3229, '소방': 3230, '지로': 3231, '금융업': 3232, '세멘트': 3233, '행정명령': 3234, '쇠칼': 3235, '정미소': 3236, '대답': 3237, '마지막': 3238, '불입': 3239, '구해': 3240, '호인': 3241, '고기': 3242, '대원': 3243, '좌': 3244, '인물': 3245, '자등': 3246, '고종': 3247, '처남': 3248, '환매권': 3249, '과수': 3250, '대차대조표': 3251, '까닭': 3252, '배분': 3253, '더욱': 3254, '출장소': 3255, '포섭': 3256, '실익': 3257, '경제력': 3258, '심판원': 3259, '재차': 3260, '하층': 3261, '이상인': 3262, '일지': 3263, '리': 3264, '반소': 3265, '성': 3266, '죄질': 3267, '간판': 3268, '기점': 3269, '소음': 3270, '방재': 3271, '무신': 3272, '통로': 3273, '명기': 3274, '무자력': 3275, '채권자취소권': 3276, '제약': 3277, '배타': 3278, '함유': 3279, '강요': 3280, '우송': 3281, '휴직': 3282, '선의취득': 3283, '가집행': 3284, '입사': 3285, '취함': 3286, '사적자치': 3287, '영역': 3288, '치의': 3289, '계약인수': 3290, '미납': 3291, '행정주체': 3292, '비례': 3293, '일사부재리': 3294, '전기통신': 3295, '전면': 3296, '문자메시지': 3297, '활용': 3298, '선거권': 3299, '중첩': 3300, '모하': 3301, '기적': 3302, '후원': 3303, '포심': 3304, '판명': 3305, '불허가': 3306, '탓': 3307, '정정은': 3308, '파이프': 3309, '쇠': 3310, '단': 3311, '고등학교': 3312, '사장': 3313, '결성': 3314, '참석': 3315, '주재': 3316, '고용주': 3317, '밀접': 3318, '일환': 3319, '요양': 3320, '독립성': 3321, '중재법': 3322, '시각': 3323, '구체성': 3324, '하락': 3325, '주택임대차보호법': 3326, '인공': 3327, '출판물': 3328, '성추행': 3329, '저작권법': 3330, '소집해제': 3331, '파업': 3332, '무료': 3333, '분쟁해결': 3334, '나중': 3335, '판독': 3336, '강간치상죄': 3337, '저항': 3338, '과상': 3339, '조언': 3340, '논의': 3341, '혼란': 3342, '힘': 3343, '보행자': 3344, '정거': 3345, '상무이사': 3346, '송치': 3347, '의욕': 3348, '로기': 3349, '기속행위': 3350, '입건': 3351, '평등권': 3352, '보이지': 3353, '유흥주점': 3354, '회계법인': 3355, '안내': 3356, '근무시간': 3357, '불성': 3358, '실가': 3359, '자리': 3360, '임대차보증금': 3361, '동력': 3362, '장례': 3363, '현금카드': 3364, '동물': 3365, '병원체': 3366, '조성하': 3367, '약칭': 3368, '중하': 3369, '여한': 3370, '신의': 3371, '수진': 3372, '추궁': 3373, '입자': 3374, '계략': 3375, '분열': 3376, '수로': 3377, '서식': 3378, '권리행사방해죄': 3379, '취거': 3380, '손괴하': 3381, '키': 3382, '담보물권': 3383, '당사자능력': 3384, '정보보호': 3385, '아이디': 3386, '접속': 3387, '다단계판매': 3388, '적법행위': 3389, '폐기물관리법': 3390, '메스암페타민': 3391, '중상': 3392, '월간': 3393, '처가': 3394, '입점': 3395, '물리': 3396, '대화': 3397, '인감증명서': 3398, '전권': 3399, '유책': 3400, '범죄수사': 3401, '사관': 3402, '전국': 3403, '강제추행죄': 3404, '담임': 3405, '호흡': 3406, '침범': 3407, '믿음': 3408, '시티': 3409, '무자': 3410, '코드': 3411, '통신': 3412, '연료': 3413, '유제품': 3414, '해약': 3415, '항변권': 3416, '처방전': 3417, '다해': 3418, '복제': 3419, '무력': 3420, '전송': 3421, '사시': 3422, '소모': 3423, '증명력': 3424, '수산물': 3425, '생산자': 3426, '변란': 3427, '신문사': 3428, '공증': 3429, '하차': 3430, '반론': 3431, '개개인': 3432, '송사': 3433, '전지': 3434, '준치': 3435, '불확정': 3436, '조성': 3437, '료율': 3438, '리스': 3439, '작위의무': 3440, '수익권': 3441, '생명보험': 3442, '개발이익': 3443, '사택': 3444, '경감': 3445, '입하': 3446, '이나': 3447, '직감': 3448, '증재죄': 3449, '취해': 3450, '담장': 3451, '유류': 3452, '지명채권': 3453, '입가': 3454, '총유': 3455, '발령': 3456, '실무': 3457, '군복무': 3458, '현직': 3459, '탁': 3460, '현물출자': 3461, '청소': 3462, '상여': 3463, '말일': 3464, '서비스업': 3465, '어디': 3466, '차감': 3467, '본사': 3468, '수험생': 3469, '검': 3470, '제휴': 3471, '휴일': 3472, '간호': 3473, '연속': 3474, '단어': 3475, '미약': 3476, '직종': 3477, '제청': 3478, '윤락': 3479, '감광': 3480, '장려': 3481, '토사': 3482, '편취행위': 3483, '진상': 3484, '유상증자': 3485, '선관': 3486, '독촉': 3487, '영농': 3488, '위촉': 3489, '구법': 3490, '참고인': 3491, '이르렀다': 3492, '재판관할권': 3493, '동생': 3494, '군청': 3495, '창설': 3496, '임치': 3497, '말미': 3498, '로만': 3499, '고양': 3500, '역병': 3501, '참가자': 3502, '앞서': 3503, '도난': 3504, '면책특권': 3505, '표결': 3506, '법무부': 3507, '관습법': 3508, '불산': 3509, '탈취': 3510, '통합': 3511, '단독주택': 3512, '다세대': 3513, '근본': 3514, '하니': 3515, '엄격': 3516, '소매': 3517, '번역': 3518, '용비': 3519, '표본': 3520, '자영': 3521, '함부로': 3522, '행세': 3523, '무자격': 3524, '출연자': 3525, '흠': 3526, '괴사': 3527, '교장': 3528, '최대한': 3529, '가관': 3530, '사원': 3531, '전역': 3532, '지자체': 3533, '이주': 3534, '외무': 3535, '역법': 3536, '지명': 3537, '잡종재산': 3538, '치장': 3539, '신임': 3540, '원화로': 3541, '포': 3542, '간접강제': 3543, '필연': 3544, '분묘기지권': 3545, '안건': 3546, '목사': 3547, '손괴': 3548, '낙서': 3549, '속도': 3550, '토론회': 3551, '사원총회': 3552, '권능': 3553, '동등': 3554, '학위': 3555, '수여': 3556, '의견서': 3557, '지체상금': 3558, '월급': 3559, '겨우': 3560, '선조': 3561, '유치권': 3562, '약사': 3563, '수금': 3564, '축사': 3565, '속성': 3566, '외국어': 3567, '선관주의의무': 3568, '결함': 3569, '심금': 3570, '분석': 3571, '진급': 3572, '한글': 3573, '종기': 3574, '공권력': 3575, '용어': 3576, '유입': 3577, '택법': 3578, '통장': 3579, '상속권': 3580, '낭독': 3581, '부대항소': 3582, '실비': 3583, '집단따돌림': 3584, '학급': 3585, '복수': 3586, '조금': 3587, '구현': 3588, '음식': 3589, '몸': 3590, '신생아': 3591, '조기': 3592, '군법무관': 3593, '모범': 3594, '소라': 3595, '옥수수': 3596, '수학': 3597, '신주인수권': 3598, '저가': 3599, '상급자': 3600, '가방': 3601, '억압': 3602, '강도죄': 3603, '핵심': 3604, '행관': 3605, '원산지': 3606, '남아': 3607, '시민': 3608, '도입': 3609, '정기예금': 3610, '송신': 3611, '사람과': 3612, '출판': 3613, '택용': 3614, '면전': 3615, '범주': 3616, '기호': 3617, '소자': 3618, '인쇄': 3619, '예문': 3620, '불가항력': 3621, '동': 3622, '어기': 3623, '삼고': 3624, '복': 3625, '보좌': 3626, '내외': 3627, '대부분': 3628, '제척': 3629, '종국판결': 3630, '이어도': 3631, '편익': 3632, '중대장': 3633, '비영리단체': 3634, '회비': 3635, '교재': 3636, '새마을금고': 3637, '전단': 3638, '율표': 3639, '격방': 3640, '유통기간': 3641, '유서': 3642, '투표': 3643, '쉽사리': 3644, '부본': 3645, '멸실된': 3646, '전보': 3647, '벌금형': 3648, '사망자': 3649, '실지로': 3650, '무방': 3651, '입환': 3652, '유체': 3653, '계쟁': 3654, '원시': 3655, '회합': 3656, '집달리': 3657, '생기지': 3658, '병적': 3659, '상점': 3660, '배달': 3661, '일본인': 3662, '합필': 3663, '무효등기': 3664, '소하': 3665, '시업': 3666, '사망일': 3667, '청구도': 3668, '탈세': 3669, '공부': 3670, '주거지': 3671, '행방불명': 3672, '하급': 3673, '부실등기': 3674, '의무불이행': 3675, '번의': 3676, '국방': 3677, '원천': 3678, '주시': 3679, '효기': 3680, '경신': 3681, '필림': 3682, '부정지': 3683, '횡서': 3684, '원유': 3685, '곡가': 3686, '특수절도죄': 3687, '사설': 3688, '복역': 3689, '점용료': 3690, '시주': 3691, '운임': 3692, '전등': 3693, '파손': 3694, '보리': 3695, '정당방위': 3696, '경고': 3697, '밀집': 3698, '전선': 3699, '소송요건': 3700, '인계': 3701, '잉여': 3702, '난': 3703, '대등': 3704, '출생': 3705, '국적': 3706, '이장': 3707, '블록': 3708, '목재': 3709, '적재': 3710, '문의': 3711, '고압': 3712, '변론조서': 3713, '자손': 3714, '사위판결': 3715, '설계도': 3716, '후일': 3717, '혼자': 3718, '제호': 3719, '폭우': 3720, '배수': 3721, '협조': 3722, '아내': 3723, '밀수': 3724, '안마': 3725, '취체': 3726, '침': 3727, '이질': 3728, '혈족': 3729, '대피': 3730, '후견': 3731, '갑자기': 3732, '횡': 3733, '전자제품': 3734, '인감도장': 3735, '정직': 3736, '임명': 3737, '비행': 3738, '묘': 3739, '고무': 3740, '한국인': 3741, '무기징역': 3742, '차단': 3743, '고문': 3744, '붕괴': 3745, '보석': 3746, '은밀': 3747, '예수교': 3748, '장로회': 3749, '모욕': 3750, '언사': 3751, '원목': 3752, '딸': 3753, '기함': 3754, '출연재산': 3755, '부산시': 3756, '멱살': 3757, '잡고': 3758, '싸움': 3759, '갱내': 3760, '갱외': 3761, '소액사건심판법': 3762, '숙박': 3763, '간인': 3764, '잔대': 3765, '목적범': 3766, '공산주의': 3767, '대도': 3768, '치료감호': 3769, '영': 3770, '백지': 3771, '육체': 3772, '성함': 3773, '대체집행': 3774, '회답': 3775, '민원사무': 3776, '회신': 3777, '지주': 3778, '선뜻': 3779, '동액': 3780, '충격': 3781, '허물': 3782, '혁명': 3783, '공공사업': 3784, '습성': 3785, '발현': 3786, '합격자': 3787, '전라북도지사': 3788, '대전': 3789, '공업단지': 3790, '향정신성의약품': 3791, '출입구': 3792, '책정': 3793, '상급': 3794, '커피폿트': 3795, '해함': 3796, '빻아': 3797, '명치': 3798, '소환장': 3799, '중순': 3800, '독창': 3801, '뺨': 3802, '발동': 3803, '간과': 3804, '방화': 3805, '볼때': 3806, '호안': 3807, '식물': 3808, '검방': 3809, '적발': 3810, '구장': 3811, '용수권': 3812, '고급': 3813, '재고': 3814, '아들': 3815, '방위': 3816, '작량감경': 3817, '노임': 3818, '도박죄': 3819, '화투': 3820, '통용': 3821, '교감': 3822, '날짜': 3823, '강간미수죄': 3824, '정통': 3825, '닭': 3826, '양정': 3827, '기안': 3828, '시적': 3829, '금괴': 3830, '지사': 3831, '훈련': 3832, '수뢰': 3833, '명단': 3834, '개축': 3835, '징벌': 3836, '좌측': 3837, '시계': 3838, '고찰': 3839, '출정': 3840, '산림청장': 3841, '목격': 3842, '소대장': 3843, '보안': 3844, '치안본부': 3845, '실사': 3846, '경비원': 3847, '교지': 3848, '작전': 3849, '증류': 3850, '극장': 3851, '택': 3852, '대마': 3853, '그날': 3854, '선결': 3855, '디스크': 3856, '감지': 3857, '구락부': 3858, '비골': 3859, '잠': 3860, '신세계': 3861, '엘레': 3862, '강스': 3863, '고모': 3864, '예기': 3865, '발각': 3866, '안전벨트': 3867, '사우나': 3868, '납득': 3869, '조명': 3870, '무늬': 3871, '내연': 3872, '개피': 3873, '공자': 3874, '쟁송': 3875, '재축': 3876, '대별': 3877, '군통': 3878, '전몰': 3879, '목욕': 3880, '원리': 3881, '재판정': 3882, '걸': 3883, '중심': 3884, '교정': 3885, '영주': 3886, '개진': 3887, '무면허운전': 3888, '고의범': 3889, '면허증': 3890, '학습장': 3891, '인원': 3892, '급정지': 3893, '특정물': 3894, '객실': 3895, '이용권': 3896, '민사재판': 3897, '유란': 3898, '소방법': 3899, '당선자': 3900, '이주하': 3901, '창고업자': 3902, '대책': 3903, '중계': 3904, '구실': 3905, '살피': 3906, '결손': 3907, '구리': 3908, '출입국관리법': 3909, '영해': 3910, '법조경합': 3911, '득금': 3912, '국가배상': 3913, '소각': 3914, '사전통지': 3915, '특허청장': 3916, '공로': 3917, '수필': 3918, '노사': 3919, '변재': 3920, '부기': 3921, '인하': 3922, '밀봉': 3923, '무차별': 3924, '단말기': 3925, '비상상고': 3926, '환어음': 3927, '후행': 3928, '연합': 3929, '의료인': 3930, '지난': 3931, '목표': 3932, '조종': 3933, '홍보': 3934, '사무관리': 3935, '협박죄': 3936, '의치': 3937, '법률요건': 3938, '귀사': 3939, '셈': 3940, '채권자대위권': 3941, '합성': 3942, '홈': 3943, '링': 3944, '감축': 3945, '무기사': 3946, '조폐공사': 3947, '전념': 3948, '세대주': 3949, '지니': 3950, '법무': 3951, '지상권': 3952, '홈페이지': 3953, '캐릭터': 3954, '쇼핑몰': 3955, '강행': 3956, '영상': 3957, '시책': 3958, '풍속': 3959, '저하': 3960, '연간': 3961, '임박': 3962, '송부된': 3963, '것으므': 3964, '중재절차': 3965, '답변서': 3966, '체제': 3967, '부당성': 3968, '합석': 3969, '찰': 3970, '장차': 3971, '착수금': 3972, '압박': 3973, '거론': 3974, '휴대전화': 3975, '당락': 3976, '증감': 3977, '구축': 3978, '적절': 3979, '응급': 3980, '이메일': 3981, '전방': 3982, '비리': 3983, '대체로': 3984, '구심': 3985, '기본권': 3986, '법성': 3987, '예술': 3988, '비보': 3989, '항거': 3990, '소인': 3991, '노래': 3992, '연습장': 3993, '시간제': 3994, '손님': 3995, '지방자치': 3996, '장의': 3997, '제안': 3998, '안과': 3999, '선거인명부': 4000, '직함': 4001, '관용': 4002, '도움': 4003, '적지': 4004, '산불': 4005, '최단': 4006, '한시': 4007, '작동': 4008, '누': 4009, '청약': 4010, '병무': 4011, '장례식': 4012, '형부': 4013, '수도권': 4014, '계류': 4015, '전염': 4016, '국립': 4017, '당원': 4018, '호소': 4019, '구성요소': 4020, '전날': 4021, '후유': 4022, '작성자': 4023, '고사유': 4024, '좇': 4025, '연마': 4026, '미제': 4027, '갈등': 4028, '당회': 4029, '양해': 4030, '상거래': 4031, '소급효': 4032, '바이': 4033, '공란': 4034, '관상': 4035, '악행': 4036, '기프트카드': 4037, '여신전문금융업법': 4038, '권법': 4039, '보더': 4040, '토지형질변경': 4041, '판매원': 4042, '하위': 4043, '의존': 4044, '무상증자': 4045, '이야기': 4046, '다리': 4047, '자상': 4048, '관사': 4049, '지급유예': 4050, '이혼소송': 4051, '사이버': 4052, '식품첨가물': 4053, '녹취서': 4054, '녹음테이프': 4055, '검증': 4056, '인위': 4057, '디지털': 4058, '테이프': 4059, '가사소송법': 4060, '가사소송': 4061, '진술서': 4062, '성욕': 4063, '자극': 4064, '성행위': 4065, '알몸': 4066, '요구르트': 4067, '욕설': 4068, '추행': 4069, '측정기': 4070, '통증': 4071, '배려': 4072, '토의': 4073, '캠브리지': 4074, '버': 4075, '사회생활': 4076, '초당': 4077, '정보처리': 4078, '부진': 4079, '정연': 4080, '농림': 4081, '정보통신부': 4082, '창립총회': 4083, '질': 4084, '법정이율': 4085, '계약위반': 4086, '망은': 4087, '본체': 4088, '행시': 4089, '직불카드': 4090, '도매시장': 4091, '상장': 4092, '농수산': 4093, '처리장치': 4094, '병력': 4095, '참칭': 4096, '인낙': 4097, '소란': 4098, '매표': 4099, '승차': 4100, '특별시': 4101, '광역시': 4102, '비대': 4103, '낙천': 4104, '유아인': 4105, '최우': 4106, '함량': 4107, '전량': 4108, '적정절차': 4109, '분말': 4110, '활성탄': 4111, '수처리': 4112, '금제': 4113, '국제항': 4114, '이사비': 4115, '사회보장': 4116, '합작': 4117, '이의제기': 4118, '제한물권': 4119, '미합중국': 4120, '군대': 4121, '일률': 4122, '휴가': 4123, '후생': 4124, '등사': 4125, '감리': 4126, '전담': 4127, '잔류': 4128, '이행강제금': 4129, '휴게소': 4130, '주유소': 4131, '라꾸': 4132, '개괄': 4133, '관광부': 4134, '사표': 4135, '마음대로': 4136, '무가': 4137, '집무': 4138, '원한': 4139, '작자': 4140, '수록': 4141, '정당화': 4142, '오수': 4143, '미적': 4144, '송부': 4145, '증거물': 4146, '내심': 4147, '강행법규': 4148, '침체': 4149, '미기': 4150, '기록부': 4151, '사이트': 4152, '신용협동조합': 4153, '해성': 4154, '어린이': 4155, '개방': 4156, '동일시': 4157, '출생신고': 4158, '계속범': 4159, '성매매특별법': 4160, '탑승': 4161, '증진': 4162, '출산': 4163, '등지': 4164, '확립': 4165, '양성화': 4166, '부등': 4167, '불미': 4168, '다라': 4169, '포위': 4170, '도인': 4171, '산모': 4172, '의문사': 4173, '신주': 4174, '미혼': 4175, '남': 4176, '장녀': 4177, '유류분권': 4178, '자필유언': 4179, '검인': 4180, '부패방지법': 4181, '소송사기': 4182, '사직': 4183, '운전기사': 4184, '교제': 4185, '칙': 4186, '최저임금법': 4187, '회사채': 4188, '출두': 4189, '반대신문': 4190, '처단형': 4191, '구속영장': 4192, '단절': 4193, '무관후보생': 4194, '성희롱': 4195, '완전': 4196, '대외': 4197, '준소비대차': 4198, '금반언': 4199, '무기명채권': 4200, '추산': 4201, '몰래': 4202, '차기': 4203, '세미나': 4204, '집행불능': 4205, '거주지': 4206, '모로': 4207, '독려': 4208, '절반': 4209, '차남': 4210, '분재': 4211, '창작물': 4212, '편집': 4213, '모방': 4214, '체육': 4215, '린': 4216, '편취액': 4217, '직기': 4218, '대다수': 4219, '액면가': 4220, '법률혼': 4221, '산자': 4222, '자원': 4223, '모델': 4224, '대물': 4225, '운명': 4226, '명의개서': 4227, '의지': 4228, '호별': 4229, '근접': 4230, '적합': 4231, '숙련': 4232, '종국': 4233, '부종': 4234, '직영': 4235, '명함': 4236, '서부': 4237, '정행': 4238, '행각': 4239, '매가': 4240, '이해관계자': 4241, '실장': 4242, '급성': 4243, '괴롭힘': 4244, '군종장교': 4245, '참게': 4246, '생활수준': 4247, '당비': 4248, '헌': 4249, '외한': 4250, '해수': 4251, '합자회사': 4252, '감정평가사': 4253, '가분': 4254, '장함': 4255, '피하': 4256, '응소': 4257, '유전자': 4258, '어장': 4259, '수액': 4260, '공동묘지': 4261, '폐암': 4262, '효': 4263, '여유': 4264, '본권': 4265, '임관': 4266, '자연공물': 4267, '구거': 4268, '농로': 4269, '빼': 4270, '국법': 4271, '페이': 4272, '팅': 4273, '문언': 4274, '축산물': 4275, '이륜자동차': 4276, '부동산경매': 4277, '평등성': 4278, '회계감사': 4279, '금도': 4280, '장로': 4281, '일관': 4282, '시술': 4283, '간호조무사': 4284, '정당행위': 4285, '조장': 4286, '벽면': 4287, '게시': 4288, '투척': 4289, '페달': 4290, '자전거': 4291, '통화': 4292, '권리변동': 4293, '대의': 4294, '시속': 4295, '행렬': 4296, '수감': 4297, '효율': 4298, '고등': 4299, '교육법': 4300, '대학원': 4301, '이북': 4302, '이수': 4303, '우선변제권': 4304, '알콜': 4305, '초일': 4306, '가장납입': 4307, '사례금': 4308, '불균형': 4309, '종족': 4310, '조문': 4311, '약제': 4312, '고자': 4313, '무엇': 4314, '비닐하우스': 4315, '종목': 4316, '거꾸로': 4317, '채무인수': 4318, '파': 4319, '박사': 4320, '전자부품': 4321, '도메인': 4322, '웹사이트': 4323, '시로': 4324, '매출장': 4325, '개장': 4326, '신원보증': 4327, '상속회복청구권': 4328, '질문': 4329, '필기': 4330, '채색': 4331, '인증표': 4332, '합일': 4333, '비단': 4334, '처방': 4335, '무관계': 4336, '유권자': 4337, '소수': 4338, '능동': 4339, '주도': 4340, '산후조리원': 4341, '증세': 4342, '통신사': 4343, '뻥튀기': 4344, '가수': 4345, '제조업체': 4346, '파산신청': 4347, '생활비': 4348, '반올림': 4349, '지배인': 4350, '외래': 4351, '체질': 4352, '끝': 4353, '크게': 4354, '이바지': 4355, '구체화': 4356, '주일': 4357, '인력': 4358, '우회': 4359, '모해': 4360, '행함': 4361, '병역법': 4362, '양심': 4363, '전부금': 4364, '수강생': 4365, '정족수': 4366, '이상은': 4367, '민간': 4368, '향유': 4369, '무기': 4370, '고위': 4371, '계기': 4372, '여의': 4373, '예배당': 4374, '예배': 4375, '사': 4376, '징표': 4377, '사실혼': 4378, '치사량': 4379, '부조': 4380, '벌금': 4381, '좀': 4382, '한쪽': 4383, '배열': 4384, '통정': 4385, '비자': 4386, '고립': 4387, '보존등기': 4388, '최근': 4389, '가로': 4390, '집배원': 4391, '미치나': 4392, '질식': 4393, '볍령': 4394, '대학원생': 4395, '추돌사고': 4396, '엽': 4397, '원장': 4398, '초청': 4399, '분포': 4400, '피아노': 4401, '전환사채': 4402, '육군': 4403, '군기': 4404, '그르치': 4405, '변작': 4406, '총괄': 4407, '현역': 4408, '부적합': 4409, '잠시': 4410, '할부': 4411, '상정': 4412, '재적': 4413, '도청': 4414, '냉장고': 4415, '종용': 4416, '후유증': 4417, '결정족': 4418, '정권': 4419, '항행': 4420, '동맹': 4421, '신립': 4422, '관보': 4423, '의연': 4424, '밤': 4425, '일심': 4426, '전연': 4427, '통례': 4428, '수배': 4429, '혈': 4430, '서기': 4431, '심호': 4432, '결코': 4433, '제하': 4434, '도승': 4435, '면소': 4436, '정착': 4437, '막론': 4438, '빌어': 4439, '재사': 4440, '경솔': 4441, '호선': 4442, '상지': 4443, '촌': 4444, '획일': 4445, '차압': 4446, '기명주식': 4447, '상경': 4448, '추완': 4449, '위토': 4450, '계약법': 4451, '총칙': 4452, '해방': 4453, '호텔': 4454, '분필': 4455, '끼리': 4456, '완제': 4457, '판결이유': 4458, '말소등기청구권': 4459, '고백': 4460, '심문': 4461, '불가변력': 4462, '전주': 4463, '국통': 4464, '이적': 4465, '소요량': 4466, '무조건': 4467, '산지': 4468, '군사시설': 4469, '지급시': 4470, '빙판': 4471, '입후보': 4472, '면회': 4473, '방편': 4474, '간통죄': 4475, '고춧가루': 4476, '광학': 4477, '영화': 4478, '톤수': 4479, '톤': 4480, '추진기': 4481, '예인': 4482, '창구': 4483, '의용소방대': 4484, '즈음': 4485, '식용': 4486, '원부': 4487, '씩': 4488, '양인': 4489, '우선권': 4490, '호스': 4491, '면장': 4492, '항렬': 4493, '년': 4494, '사령': 4495, '상회': 4496, '망부': 4497, '유망': 4498, '두부': 4499, '지부': 4500, '준령': 4501, '선포': 4502, '동승': 4503, '매형': 4504, '방이': 4505, '다과': 4506, '지물포': 4507, '수효': 4508, '조계종': 4509, '존립': 4510, '울': 4511, '구애': 4512, '보안처분': 4513, '불소': 4514, '전복': 4515, '존비': 4516, '법보': 4517, '정사유': 4518, '기표': 4519, '득표수': 4520, '혼인빙자간음죄': 4521, '친권': 4522, '공과': 4523, '경제기획원': 4524, '기지': 4525, '관할권': 4526, '철': 4527, '일기장': 4528, '공동체': 4529, '응용': 4530, '정일': 4531, '조수': 4532, '대법관': 4533, '증권사': 4534, '고철': 4535, '점유보조자': 4536, '액면': 4537, '녹각': 4538, '대보': 4539, '탕': 4540, '빈도': 4541, '홍수': 4542, '자연현상': 4543, '대세': 4544, '구사': 4545, '자술': 4546, '농수산부': 4547, '차체': 4548, '이점': 4549, '계엄': 4550, '생질': 4551, '현물': 4552, '문란': 4553, '갑종': 4554, '뇌': 4555, '유동': 4556, '재중': 4557, '법대': 4558, '고차': 4559, '직물': 4560, '스카치': 4561, '제자리': 4562, '급료': 4563, '횡단하': 4564, '간호원': 4565, '사케': 4566, '당선인': 4567, '사방': 4568, '일보': 4569, '각목': 4570, '재학': 4571, '중등': 4572, '숙박업': 4573, '홀로': 4574, '수표로': 4575, '재발': 4576, '년월': 4577, '서리': 4578, '몽리': 4579, '갑문': 4580, '비닐': 4581, '당좌예금': 4582, '명과': 4583, '교직': 4584, '노회': 4585, '이론': 4586, '도로점용': 4587, '가정불화': 4588, '별거': 4589, '속칭': 4590, '피살': 4591, '가혹': 4592, '부패': 4593, '종로': 4594, '조사사': 4595, '경멸': 4596, '교사범': 4597, '수탁': 4598, '육교': 4599, '파기자판': 4600, '소한': 4601, '인낙조서': 4602, '분만': 4603, '분해': 4604, '중량': 4605, '사변': 4606, '경향': 4607, '예시': 4608, '소실': 4609, '무용': 4610, '탄광': 4611, '추락': 4612, '사옥': 4613, '위신': 4614, '면접': 4615, '전문성': 4616, '밀리': 4617, '자격시험': 4618, '관인': 4619, '수료': 4620, '수임': 4621, '지나': 4622, '조회': 4623, '봉인': 4624, '상식': 4625, '면치': 4626, '움': 4627, '농협': 4628, '코': 4629, '응징': 4630, '정상기': 4631, '공산': 4632, '평방미터': 4633, '입부': 4634, '편철': 4635, '용구': 4636, '들러리': 4637, '예비고사': 4638, '한선': 4639, '증거신청': 4640, '신안': 4641, '동력자원부': 4642, '탐광': 4643, '인천': 4644, '전시장': 4645, '구서': 4646, '원호': 4647, '무과': 4648, '때란': 4649, '요청서': 4650, '감봉': 4651, '취사': 4652, '소용': 4653, '각처': 4654, '걸름통': 4655, '섭취': 4656, '음식물': 4657, '콩': 4658, '분쇄기': 4659, '가사': 4660, '시킴': 4661, '역할': 4662, '불충분': 4663, '가동': 4664, '상속법': 4665, '전기통신법': 4666, '얼굴': 4667, '예비군': 4668, '대대장': 4669, '탈누': 4670, '분위기': 4671, '영토': 4672, '군용': 4673, '패혈증': 4674, '평의': 4675, '철근콘크리트': 4676, '굴착': 4677, '좌상': 4678, '치사': 4679, '대응조치': 4680, '인치': 4681, '마루': 4682, '오': 4683, '반한': 4684, '되풀이': 4685, '고항': 4686, '검수': 4687, '생계': 4688, '차관': 4689, '계량': 4690, '임목': 4691, '산악': 4692, '재산관리': 4693, '광주': 4694, '산동': 4695, '가재': 4696, '도구': 4697, '집도': 4698, '계원': 4699, '자전차': 4700, '순간': 4701, '반미': 4702, '교도관': 4703, '구치소': 4704, '과중': 4705, '연변': 4706, '난방': 4707, '계장': 4708, '죄명': 4709, '경내': 4710, '시도': 4711, '추격': 4712, '개전': 4713, '면책약관': 4714, '편물': 4715, '부록': 4716, '소송계속': 4717, '숨기': 4718, '신상': 4719, '지능': 4720, '목적의식': 4721, '우안': 4722, '주안': 4723, '유권해석': 4724, '유인물': 4725, '이천': 4726, '중공': 4727, '수형': 4728, '결심': 4729, '대결': 4730, '익월': 4731, '뿐더러': 4732, '까스류': 4733, '운수업': 4734, '덤프트럭': 4735, '출항': 4736, '땅콩': 4737, '난동': 4738, '대우': 4739, '무슨': 4740, '일부인': 4741, '금일': 4742, '수일': 4743, '교육감': 4744, '길이': 4745, '자중': 4746, '단백질': 4747, '칼슘': 4748, '비타민': 4749, '변질': 4750, '급식': 4751, '파출소': 4752, '판돈': 4753, '순경': 4754, '농성': 4755, '개표': 4756, '식용유': 4757, '포고령': 4758, '능': 4759, '하루': 4760, '괴뢰': 4761, '원전': 4762, '맛': 4763, '암시': 4764, '장내': 4765, '띠': 4766, '용수': 4767, '개호': 4768, '구등': 4769, '연유': 4770, '교도': 4771, '회계사': 4772, '착공': 4773, '답': 4774, '주거지역': 4775, '밭': 4776, '읍': 4777, '캠페인': 4778, '시비': 4779, '장식': 4780, '유형문화재': 4781, '융자': 4782, '자지': 4783, '크기': 4784, '세제': 4785, '유지관리': 4786, '군사우편': 4787, '융': 4788, '적금': 4789, '소행': 4790, '경해': 4791, '제약회사': 4792, '주로': 4793, '술집': 4794, '원서': 4795, '시초': 4796, '감수': 4797, '사살': 4798, '전투경찰대': 4799, '약국': 4800, '합성수지': 4801, '용액': 4802, '적자': 4803, '향수': 4804, '손비': 4805, '세약': 4806, '피자': 4807, '술김': 4808, '양형': 4809, '친생': 4810, '클럽': 4811, '묵살': 4812, '번영': 4813, '안면': 4814, '뇌수술': 4815, '경화': 4816, '카제인': 4817, '세번': 4818, '토론': 4819, '철재': 4820, '유권대리': 4821, '차이점': 4822, '눈': 4823, '눈물': 4824, '교도소': 4825, '향응': 4826, '잔디': 4827, '과실범': 4828, '기재부': 4829, '비품': 4830, '친구': 4831, '지하철공사': 4832, '검사조서': 4833, '사자': 4834, '광원': 4835, '비임': 4836, '포착': 4837, '외환': 4838, '바람': 4839, '현대': 4840, '남짓': 4841, '노폭': 4842, '골목': 4843, '권리금': 4844, '합의금': 4845, '조어': 4846, '귀선': 4847, '신병': 4848, '이선': 4849, '사무장': 4850, '잠적': 4851, '입대': 4852, '격분': 4853, '가림': 4854, '방울': 4855, '기반': 4856, '개조': 4857, '남산': 4858, '객': 4859, '중간계': 4860, '농약': 4861, '외제': 4862, '로라': 4863, '초병': 4864, '실태': 4865, '지금': 4866, '앞차': 4867, '식사': 4868, '친족회': 4869, '불참': 4870, '업황': 4871, '의의': 4872, '무고': 4873, '고소장': 4874, '접대': 4875, '꽃가루': 4876, '추월': 4877, '강서': 4878, '중학교': 4879, '육성': 4880, '잡': 4881, '누나': 4882, '계통': 4883, '과속': 4884, '양담배': 4885, '동시범': 4886, '형광등': 4887, '문중': 4888, '계약보증금': 4889, '도선사': 4890, '해난': 4891, '실황조사서': 4892, '개재': 4893, '사리': 4894, '신서': 4895, '애': 4896, '변태': 4897, '철강': 4898, '코일': 4899, '재압연용': 4900, '탄력': 4901, '소홀': 4902, '시내버스': 4903, '환금': 4904, '비료': 4905, '돼지': 4906, '상피': 4907, '전당포': 4908, '공과금': 4909, '전자레인지': 4910, '월수': 4911, '우육': 4912, '도축': 4913, '침투': 4914, '입출금': 4915, '은퇴': 4916, '혼외자': 4917, '서울역': 4918, '발매': 4919, '오피': 4920, '연말정산': 4921, '화체': 4922, '애국지사': 4923, '경의': 4924, '양해각서': 4925, '공헌': 4926, '직할': 4927, '정하나': 4928, '내야': 4929, '보호대': 4930, '화랑': 4931, '묘목': 4932, '달함': 4933, '추적': 4934, '적성검사': 4935, '사교': 4936, '춤': 4937, '지터': 4938, '벅': 4939, '당사자소송': 4940, '유용': 4941, '콘도미니엄': 4942, '제일': 4943, '김지': 4944, '병기': 4945, '유리창': 4946, '선팅지': 4947, '실상': 4948, '폐해': 4949, '모델하우스': 4950, '플라스틱': 4951, '파라솔': 4952, '둘레': 4953, '전화번호': 4954, '현수막': 4955, '교통법위반': 4956, '우수현상광고': 4957, '김포공항': 4958, '납금': 4959, '산일': 4960, '쳥': 4961, '선축': 4962, '실천': 4963, '환승': 4964, '사잔': 4965, '경찰권': 4966, '핼로': 4967, '품성': 4968, '덕행': 4969, '명성': 4970, '인격권': 4971, '수리시설': 4972, '개보': 4973, '보조사': 4974, '부원': 4975, '설득': 4976, '속보': 4977, '입국심사': 4978, '영공': 4979, '대기발령': 4980, '편승': 4981, '이직': 4982, '예정일': 4983, '전일': 4984, '의견청취': 4985, '적법절차': 4986, '위험부담': 4987, '특허심판원': 4988, '정문화': 4989, '단체교섭': 4990, '계획재량': 4991, '부지경': 4992, '보통면': 4993, '허소': 4994, '지자': 4995, '유력': 4996, '복원성': 4997, '국립공원': 4998, '취락': 4999, '콘크리트': 5000, '서신': 5001, '송수': 5002, '홍보물': 5003, '범람': 5004, '과열': 5005, '혼탁': 5006, '이동전화': 5007, '수천': 5008, '휴대폰': 5009, '낙': 5010, '약자': 5011, '급부의무': 5012, '상대자': 5013, '문과': 5014, '전조등': 5015, '온천': 5016, '이유나': 5017, '헌법불합치': 5018, '이음': 5019, '절연': 5020, '안부': 5021, '후배': 5022, '구조조정': 5023, '전화통화': 5024, '직권남용죄': 5025, '노동운동': 5026, '외교': 5027, '청사': 5028, '옥외': 5029, '중간자': 5030, '결회': 5031, '최선': 5032, '결핵': 5033, '약인': 5034, '에탐부톨': 5035, '보건소': 5036, '완치': 5037, '관절염': 5038, '치환술': 5039, '국립대': 5040, '제자': 5041, '소식지': 5042, '만화영화': 5043, '팽이': 5044, '대중': 5045, '흡인': 5046, '고려대': 5047, '고볼': 5048, '수분': 5049, '운칙적': 5050, '간자': 5051, '장애인': 5052, '유료도로': 5053, '북어': 5054, '새우': 5055, '음식재료': 5056, '가전': 5057, '지대': 5058, '해치': 5059, '간여': 5060, '노무사': 5061, '글': 5062, '스레': 5063, '기관지': 5064, '특보': 5065, '노동부': 5066, '강제징수': 5067, '수차': 5068, '변호사비용': 5069, '자유시장경제': 5070, '부외': 5071, '기기': 5072, '모면': 5073, '슬': 5074, '권세': 5075, '소규모': 5076, '수백': 5077, '공세': 5078, '권부': 5079, '차마': 5080, '직진': 5081, '오거': 5082, '강구': 5083, '전망': 5084, '자비': 5085, '공전자기록위작죄': 5086, '공산품': 5087, '원격조정기': 5088, '부회': 5089, '교리': 5090, '겸비': 5091, '차손일': 5092, '카페': 5093, '검문소': 5094, '낮': 5095, '기자': 5096, '위법성조각사유': 5097, '위세': 5098, '폭력조직': 5099, '두목': 5100, '곤경': 5101, '무사': 5102, '이치': 5103, '주제가': 5104, '황': 5105, '삼색': 5106, '호기': 5107, '후방': 5108, '티켓': 5109, '흥': 5110, '견제': 5111, '통폐': 5112, '정안': 5113, '발의': 5114, '척추': 5115, '임플란트': 5116, '술시': 5117, '렌즈': 5118, '편취로': 5119, '구안': 5120, '탄핵증거': 5121, '재직': 5122, '개소식': 5123, '송객': 5124, '차지': 5125, '하향': 5126, '케쉬': 5127, '다자': 5128, '조약': 5129, '내국민대우': 5130, '경쟁조건': 5131, '연회': 5132, '공약': 5133, '반면': 5134, '분장사': 5135, '가연성': 5136, '폭발사고': 5137, '병역면제': 5138, '듯': 5139, '겁': 5140, '가축': 5141, '전염병': 5142, '득표': 5143, '당내': 5144, '금기': 5145, '장해지': 5146, '우기': 5147, '기여분': 5148, '비급': 5149, '삭': 5150, '지름': 5151, '고체': 5152, '대기오염': 5153, '대기': 5154, '수역': 5155, '심화': 5156, '회유': 5157, '질적': 5158, '안녕': 5159, '특유': 5160, '법적안정성': 5161, '법치': 5162, '발암': 5163, '매집': 5164, '성황': 5165, '듯이': 5166, '양속': 5167, '부보': 5168, '건전성': 5169, '사양': 5170, '조화': 5171, '선착': 5172, '무리': 5173, '선불카드': 5174, '인지세법': 5175, '누가': 5176, '잡종': 5177, '부호': 5178, '누적': 5179, '블루': 5180, '컷': 5181, '블루클럽': 5182, '자기결정권': 5183, '귀엣말': 5184, '수라': 5185, '불치': 5186, '난치': 5187, '주간': 5188, '흉부': 5189, '쓰기': 5190, '재결합': 5191, '무릎관절': 5192, '집행자': 5193, '애초': 5194, '변천': 5195, '개작': 5196, '녹음기': 5197, '재녹음': 5198, '카세트': 5199, '검증조서': 5200, '자처': 5201, '명피': 5202, '특혜': 5203, '보복': 5204, '체류': 5205, '통원': 5206, '승강기': 5207, '연방': 5208, '사국': 5209, '흥분': 5210, '수치심': 5211, '묘사': 5212, '밀가루': 5213, '음부': 5214, '유방': 5215, '상채': 5216, '무대': 5217, '공연음란죄': 5218, '남학생': 5219, '성기': 5220, '법치국가': 5221, '비례원칙': 5222, '방호': 5223, '일조권': 5224, '진위': 5225, '토로': 5226, '행태': 5227, '희생': 5228, '기증': 5229, '느낌': 5230, '유니': 5231, '주의력': 5232, '부제품': 5233, '액면금액': 5234, '이지': 5235, '재정경제부': 5236, '아날로그': 5237, '기법': 5238, '연주': 5239, '직권남용': 5240, '점방': 5241, '집결': 5242, '보편': 5243, '추완상소': 5244, '분업': 5245, '한약사': 5246, '한약': 5247, '에측': 5248, '행정입법': 5249, '실패': 5250, '면약': 5251, '이견': 5252, '다단계판매업': 5253, '소니': 5254, '엔터테인먼트': 5255, '플레이스테이션': 5256, '게임기': 5257, '주쟁메체': 5258, '내장': 5259, '엑세스': 5260, '사립': 5261, '환청': 5262, '첫': 5263, '재청': 5264, '가령': 5265, '전보발령': 5266, '웹서버': 5267, '내란죄': 5268, '표지판': 5269, '지식인': 5270, '의정': 5271, '탈법': 5272, '출력': 5273, '사생활': 5274, '유일': 5275, '애행': 5276, '가정법원': 5277, '회분': 5278, '아가': 5279, '관리제': 5280, '고해': 5281, '기한부': 5282, '정서': 5283, '료율제': 5284, '철분': 5285, '금등': 5286, '자원부': 5287, '이사만이': 5288, '만화': 5289, '전기통신기본법': 5290, '용종': 5291, '송장': 5292, '문명': 5293, '언론보도': 5294, '혀': 5295, '가상': 5296, '문대': 5297, '청량음료': 5298, '막역': 5299, '전해': 5300, '군속': 5301, '서술': 5302, '근속': 5303, '미시': 5304, '공사상': 5305, '균열': 5306, '명절': 5307, '향비': 5308, '선물': 5309, '미결': 5310, '미처': 5311, '인신': 5312, '직권남용감금죄': 5313, '품명': 5314, '구격': 5315, '밀수출': 5316, '구강': 5317, '루저': 5318, '하소': 5319, '무릅쓰': 5320, '치쥐': 5321, '도로공사': 5322, '휴게': 5323, '임대료': 5324, '지시자': 5325, '알기': 5326, '임서': 5327, '단독행위': 5328, '수리행위': 5329, '지기': 5330, '통신망': 5331, '메시지': 5332, '이동통신': 5333, '본부장': 5334, '뇌물수수': 5335, '단전': 5336, '조정은': 5337, '채판': 5338, '료함': 5339, '본계약': 5340, '신용등급': 5341, '배착힌': 5342, '직렬': 5343, '자가용': 5344, '렌트카': 5345, '박제': 5346, '발췌': 5347, '음악': 5348, '입학시험': 5349, '불합격': 5350, '지원기': 5351, '분율': 5352, '가법': 5353, '정화조': 5354, '유전': 5355, '양안': 5356, '망막색소변성증': 5357, '시력': 5358, '저렵': 5359, '팀': 5360, '외상매출금': 5361, '재수술': 5362, '변칙': 5363, '행정절차': 5364, '부딫혀': 5365, '입시': 5366, '정과정': 5367, '간접사실': 5368, '대산': 5369, '선순취': 5370, '정인': 5371, '소견': 5372, '수익률': 5373, '건대': 5374, '연대채무': 5375, '여가': 5376, '체사': 5377, '광고주': 5378, '광고대행사': 5379, '익산': 5380, '가약': 5381, '게속': 5382, '불금': 5383, '단시': 5384, '고현': 5385, '드럼': 5386, '팀해': 5387, '교통기관': 5388, '군민': 5389, '정선군': 5390, '체적': 5391, '덤프': 5392, '메카니즘': 5393, '오손': 5394, '배수로': 5395, '해안': 5396, '기초자치단체장': 5397, '대체연료': 5398, '중반': 5399, '제왕절개': 5400, '당자': 5401, '총수': 5402, '인주': 5403, '호주권': 5404, '여자도': 5405, '노': 5406, '학생복': 5407, '단테': 5408, '도저히': 5409, '유가족': 5410, '중국인': 5411, '과징': 5412, '범인도피죄': 5413, '새겨햐': 5414, '법가': 5415, '체포영장': 5416, '부심': 5417, '시불': 5418, '암': 5419, '재래시장': 5420, '좌판': 5421, '처우': 5422, '여건': 5423, '출제': 5424, '문항': 5425, '답항': 5426, '자류롭': 5427, '취태범': 5428, '고속': 5429, '편재': 5430, '대우전자': 5431, '회의장': 5432, '측근': 5433, '대선': 5434, '수치': 5435, '대내': 5436, '지방선거': 5437, '중자': 5438, '호주인': 5439, '시리즈': 5440, '스크랩': 5441, '학습자': 5442, '위락시설': 5443, '유료': 5444, '반함': 5445, '성관계': 5446, '폭로': 5447, '단원': 5448, '관심': 5449, '축산업협동조합': 5450, '축협': 5451, '영업양도': 5452, '국가정보원직원법': 5453, '상정이': 5454, '분산': 5455, '거관': 5456, '채포': 5457, '포획': 5458, '동식물': 5459, '기보': 5460, '온기': 5461, '고로': 5462, '재산가': 5463, '패러디': 5464, '찻값': 5465, '판별': 5466, '맥락': 5467, '창의': 5468, '어휘': 5469, '두루': 5470, '농민': 5471, '항운': 5472, '무비': 5473, '유비': 5474, '센터': 5475, '뉴스': 5476, '용한': 5477, '유세': 5478, '대한의사협회': 5479, '소정은': 5480, '으': 5481, '이의권': 5482, '방비': 5483, '지면': 5484, '식물인간': 5485, '여명': 5486, '망국': 5487, '동록': 5488, '묘시': 5489, '광역': 5490, '현안': 5491, '표결권': 5492, '자연과학': 5493, '헤르페스': 5494, '바이러스': 5495, '망막': 5496, '뇌염': 5497, '스트레스': 5498, '일련번호': 5499, '송이': 5500, '정신장애': 5501, '교육활동': 5502, '학교폭력': 5503, '성직자': 5504, '중교': 5505, '중립': 5506, '자제': 5507, '공군': 5508, '참모총장': 5509, '계몽': 5510, '정교분리': 5511, '터미널': 5512, '사유수': 5513, '진폐증': 5514, '직업병': 5515, '특허법원': 5516, '의례': 5517, '성부': 5518, '법명': 5519, '과태': 5520, '방자': 5521, '버금': 5522, '어류': 5523, '피방': 5524, '일신전속권': 5525, '식탁': 5526, '밥송법': 5527, '입안': 5528, '자연환경보전법': 5529, '생태계': 5530, '생태': 5531, '도시생태현황도': 5532, '비오톱': 5533, '맵': 5534, '참고자료': 5535, '도일': 5536, '테두리': 5537, '영주권': 5538, '재일교포': 5539, '라거': 5540, '의막': 5541, '침습': 5542, '월액': 5543, '불평등': 5544, '성비': 5545, '벼': 5546, '경작지': 5547, '잔디밭': 5548, '지하철': 5549, '지하철역': 5550, '석면': 5551, '특정시': 5552, '조성원': 5553, '사사유': 5554, '확전': 5555, '재정상': 5556, '원조': 5557, '위태범': 5558, '돕기': 5559, '이행상': 5560, '견련관계': 5561, '이용상': 5562, '동성애': 5563, '논란': 5564, '환은행': 5565, '온당': 5566, '변제충당': 5567, '제어': 5568, '기계화': 5569, '자동차관리법': 5570, '법해석': 5571, '폴란드': 5572, '영구': 5573, '선박등기': 5574, '진흥': 5575, '복식부기': 5576, '증거위조죄': 5577, '행해': 5578, '모발': 5579, '이식': 5580, '행성': 5581, '오물': 5582, '불쾌감': 5583, '복직': 5584, '래커': 5585, '스프레이': 5586, '외벽': 5587, '자유게시판': 5588, '엔진': 5589, '배기량': 5590, '페드': 5591, '모페드': 5592, '모터': 5593, '경량': 5594, '웃돈다': 5595, '면책조항': 5596, '전신환': 5597, '직면': 5598, '저속': 5599, '즉흥': 5600, '불구속': 5601, '추구': 5602, '하종': 5603, '군사분계선': 5604, '초': 5605, '중등교육': 5606, '대학교육': 5607, '교육과정': 5608, '졸업': 5609, '국가정보원장': 5610, '국가정보원': 5611, '처리기': 5612, '오신': 5613, '주지연': 5614, '관계도': 5615, '대기업': 5616, '비난가능성': 5617, '사이이': 5618, '제사': 5619, '후손': 5620, '여성': 5621, '배신': 5622, '무작정': 5623, '가스요금': 5624, '조산사': 5625, '퇴비': 5626, '장고': 5627, '관상어': 5628, '배양': 5629, '작업장': 5630, '양어': 5631, '포괼적': 5632, '척결': 5633, '교직원': 5634, '학부모': 5635, '이행거절': 5636, '나기': 5637, '선금': 5638, '사대': 5639, '이행인수': 5640, '형량하': 5641, '개봉': 5642, '행정절차법': 5643, '배당률': 5644, '물상대위': 5645, '자격상실': 5646, '폐쇄형': 5647, '불명료': 5648, '액비': 5649, '저장': 5650, '폐수처리': 5651, '개발자': 5652, '단시간': 5653, '준점유': 5654, '색채': 5655, '색': 5656, '구도': 5657, '빨간색': 5658, '파란색': 5659, '감색': 5660, '간호사': 5661, '복약': 5662, '배합': 5663, '인터뷰': 5664, '프로필': 5665, '서거': 5666, '적극성': 5667, '순서대로': 5668, '구태여': 5669, '무능력': 5670, '탈루': 5671, '향범': 5672, '입소': 5673, '보임': 5674, '탈수': 5675, '장염': 5676, '과실치사': 5677, '호용': 5678, '금지명령': 5679, '천수': 5680, '여론조사': 5681, '비례대표': 5682, '행정부': 5683, '예금자보호법': 5684, '합볍하': 5685, '매개': 5686, '어긋나게': 5687, '호보': 5688, '침익': 5689, '논평': 5690, '어법': 5691, '세로': 5692, '치부': 5693, '철거민': 5694, '차후': 5695, '관철': 5696, '문안': 5697, '자문': 5698, '실시간': 5699, '곡': 5700, '정선': 5701, '건조': 5702, '잠탈': 5703, '실의': 5704, '멸': 5705, '대학별': 5706, '소수점': 5707, '점수': 5708, '제기로': 5709, '급법': 5710, '허각': 5711, '장특': 5712, '심근경색증': 5713, '궁': 5714, '특별자치도': 5715, '식지': 5716, '정위': 5717, '소독': 5718, '기둥': 5719, '천정': 5720, '물탱크': 5721, '중국': 5722, '대사관': 5723, '영사': 5724, '날치기': 5725, '끌': 5726, '무릎': 5727, '가해진': 5728, '강도치상죄': 5729, '공격성': 5730, '노후': 5731, '라벨': 5732, '대체복무제': 5733, '대체복무': 5734, '미신': 5735, '매출채권': 5736, '사교육': 5737, '공교육': 5738, '저학년': 5739, '외주': 5740, '제작사': 5741, '장면': 5742, '초상권': 5743, '여신': 5744, '준면': 5745, '전유': 5746, '송부받': 5747, '폭탄': 5748, '간사': 5749, '배점': 5750, '목격자': 5751, '대질': 5752, '장만': 5753, '강취': 5754, '미성년자약취죄': 5755, '중계기': 5756, '해외여행': 5757, '출신': 5758, '탈북': 5759, '신변': 5760, '헌법소원': 5761, '제상': 5762, '아야': 5763, '불공': 5764, '서서': 5765, '현판': 5766, '십자가': 5767, '자물쇠': 5768, '훼방': 5769, '예배방해죄': 5770, '택배': 5771, '간섭': 5772, '폐회': 5773, '병행': 5774, '의사소통': 5775, '이회': 5776, '유기죄': 5777, '필로폰': 5778, '복용': 5779, '블로그': 5780, '대화방': 5781, '일대일': 5782, '직급': 5783, '연정': 5784, '도란': 5785, '단면': 5786, '테스트': 5787, '회로도': 5788, '수신': 5789, '부자': 5790, '강설': 5791, '폭설': 5792, '장시간': 5793, '구간': 5794, '정체': 5795, '학과': 5796, '거지': 5797, '제작자': 5798, '관람': 5799, '비디오': 5800, '동영상': 5801, '시청': 5802, '함정': 5803, '상회사': 5804, '수해': 5805, '강경': 5806, '요관': 5807, '합병증': 5808, '한국어': 5809, '학당': 5810, '집합건물법': 5811, '제목': 5812, '견련되': 5813, '견련사건': 5814, '관자': 5815, '아기': 5816, '채혈': 5817, '권익': 5818, '강연': 5819, '연사': 5820, '후발': 5821, '기획사': 5822, '보통예금': 5823, '예금꼐좌': 5824, '수권자본': 5825, '석': 5826, '상임': 5827, '총칭': 5828, '명수': 5829, '환치': 5830, '불상': 5831, '상권': 5832, '경업금지의무': 5833, '활성화': 5834, '이기만': 5835, '전통': 5836, '획정': 5837, '각별': 5838, '재벌': 5839, '그룹': 5840, '금융자본': 5841, '융통': 5842, '중고차': 5843, '확률': 5844, '충실': 5845, '젖꼭지': 5846, '공동사회': 5847, '소비자보호법': 5848, '가운': 5849, '보급': 5850, '교육비': 5851, '신용거래': 5852, '정치인': 5853, '상조': 5854, '신속': 5855, '차령': 5856, '처치': 5857, '수소': 5858, '본연': 5859, '탈락자': 5860, '떄': 5861, '입신': 5862, '역산': 5863, '봉쇄': 5864, '허무인': 5865, '얀': 5866, '기술자': 5867, '축받이': 5868, '베어링': 5869, '캐스': 5870, '캐': 5871, '이드': 5872, '링크': 5873, '운전면허증': 5874, '점유이탈물횡령죄': 5875, '켜': 5876, '파일': 5877, '출자전환': 5878, '효력발생일': 5879, '내재': 5880, '위상': 5881, '해양': 5882, '해기': 5883, '병무청장': 5884, '용검': 5885, '사승': 5886, '수종': 5887, '취용': 5888, '대유': 5889, '재난': 5890, '임시조치': 5891, '월명': 5892, '하임': 5893, '상부': 5894, '질물': 5895, '역원': 5896, '해대': 5897, '매도담보': 5898, '공한': 5899, '병환': 5900, '공납금': 5901, '의률': 5902, '고령': 5903, '중풍': 5904, '호정': 5905, '안혼': 5906, '자식': 5907, '경부': 5908, '타살': 5909, '미군정청': 5910, '소신': 5911, '주주명부': 5912, '법시': 5913, '보증수표': 5914, '횡선': 5915, '공포일': 5916, '화폐개혁': 5917, '백배': 5918, '선로': 5919, '급부소송': 5920, '동심': 5921, '체환': 5922, '비승': 5923, '하야': 5924, '일일': 5925, '좌정': 5926, '목견할': 5927, '선서케': 5928, '거부권': 5929, '역수': 5930, '언도': 5931, '화류': 5932, '무체': 5933, '셀표': 5934, '사류': 5935, '지폐': 5936, '은행권': 5937, '자경': 5938, '과분': 5939, '존내': 5940, '불완전이행': 5941, '극도': 5942, '궁박': 5943, '선반': 5944, '견': 5945, '궁극': 5946, '바이므': 5947, '파괴': 5948, '자위': 5949, '견지': 5950, '각원': 5951, '가이사': 5952, '태풍': 5953, '풍랑': 5954, '항시': 5955, '항로': 5956, '척': 5957, '물상청구권': 5958, '가증': 5959, '왕왕': 5960, '침탈': 5961, '병역기피': 5962, '도망': 5963, '잠닉': 5964, '작위': 5965, '입목': 5966, '명인방법': 5967, '마을': 5968, '상대편': 5969, '꽃': 5970, '중심부': 5971, '꽃술': 5972, '꽃잎': 5973, '배치': 5974, '로간': 5975, '국유철도': 5976, '일부러': 5977, '폐쇄하거': 5978, '주말': 5979, '무장경찰': 5980, '출동': 5981, '얘기': 5982, '하반신': 5983, '정답': 5984, '채점': 5985, '사주': 5986, '월남전': 5987, '전황': 5988, '작업중': 5989, '단조': 5990, '무부': 5991, '휴지': 5992, '운동장': 5993, '재정신청': 5994, '주유': 5995, '전표': 5996, '급량': 5997, '과부족': 5998, '사행': 5999, '법질서': 6000, '유지상': 6001, '중요성': 6002, '양륙': 6003, '용승': 6004, '옹호': 6005, '공법관계': 6006, '외화채권': 6007, '석탄': 6008, '군납': 6009, '창신동': 6010, '청계천': 6011, '더욱이': 6012, '자연재해': 6013, '유실': 6014, '구출': 6015, '논단': 6016, '급보': 6017, '서위': 6018, '조등': 6019, '잠칭한자': 6020, '세미': 6021, '을종': 6022, '피전': 6023, '감속': 6024, '자차': 6025, '주행': 6026, '위태롭': 6027, '달력': 6028, '료등': 6029, '고추': 6030, '재산범죄': 6031, '청과': 6032, '인화지': 6033, '노광': 6034, '단주': 6035, '노도': 6036, '소송참가': 6037, '예속': 6038, '소방대': 6039, '비축': 6040, '전세계약': 6041, '실재': 6042, '정부조직법': 6043, '총리': 6044, '개척': 6045, '농경지': 6046, '경쟁자': 6047, '일전': 6048, '페니': 6049, '타마': 6050, '페니실린': 6051, '약재': 6052, '해상법': 6053, '동해': 6054, '좌초': 6055, '침몰': 6056, '해손': 6057, '보라': 6058, '경매권': 6059, '고행': 6060, '중성': 6061, '당사자적격': 6062, '구속기소': 6063, '스키': 6064, '트': 6065, '마크': 6066, '프로펠라': 6067, '샤르트': 6068, '노면': 6069, '대각선': 6070, '경흥': 6071, '하관': 6072, '파종': 6073, '센치': 6074, '가로막': 6075, '쟁기': 6076, '군산시': 6077, '일조': 6078, '찬영': 6079, '구절': 6080, '감명': 6081, '의용': 6082, '남동생': 6083, '분과': 6084, '항만청': 6085, '도장': 6086, '고담': 6087, '대리행위': 6088, '자란이': 6089, '공백': 6090, '타툼': 6091, '부류': 6092, '판등': 6093, '케이블': 6094, '동선': 6095, '산회': 6096, '닌자': 6097, '연탄': 6098, '중독': 6099, '세방': 6100, '건축상': 6101, '소생': 6102, '요법': 6103, '지물': 6104, '상계로': 6105, '위태': 6106, '분란': 6107, '증뢰죄': 6108, '보호관찰': 6109, '실존': 6110, '이력': 6111, '취직': 6112, '서약': 6113, '근로계약서': 6114, '사문서위조죄': 6115, '영속': 6116, '소송도': 6117, '기혼': 6118, '망후': 6119, '시전': 6120, '재혼': 6121, '독주': 6122, '악단': 6123, '세목': 6124, '성취': 6125, '무효표': 6126, '원고기': 6127, '국적법': 6128, '기분': 6129, '집밖': 6130, '길가': 6131, '포락지': 6132, '곳이므': 6133, '외자': 6134, '배전': 6135, '욕망': 6136, '싯가': 6137, '집배': 6138, '책문권': 6139, '추완항소': 6140, '안치': 6141, '수산청': 6142, '차월': 6143, '창문': 6144, '친가': 6145, '적하': 6146, '숸리관계': 6147, '부정선거': 6148, '미수범': 6149, '불부': 6150, '사이다': 6151, '외로': 6152, '부로크': 6153, '향제': 6154, '거행': 6155, '운송주선업': 6156, '것으리므': 6157, '참칭상속인': 6158, '청구대': 6159, '불합': 6160, '조상': 6161, '교통신호': 6162, '륙탕': 6163, '용탕': 6164, '자양': 6165, '지금껏': 6166, '액체': 6167, '정제': 6168, '기와': 6169, '중임': 6170, '대략': 6171, '항소취하서': 6172, '일제시대': 6173, '전문증거': 6174, '비실': 6175, '질주': 6176, '옷': 6177, '도색': 6178, '페인트': 6179, '저항권': 6180, '자매': 6181, '존석': 6182, '형제자매': 6183, '이종사촌': 6184, '모계': 6185, '현격': 6186, '조의': 6187, '교차': 6188, '개체': 6189, '여로': 6190, '릴레이': 6191, '환형': 6192, '형량': 6193, '의장권': 6194, '혈전': 6195, '언어장애': 6196, '가요': 6197, '물음': 6198, '국방부': 6199, '섭외': 6200, '상관관계': 6201, '칭': 6202, '문제점': 6203, '파생': 6204, '형성권': 6205, '개월전': 6206, '제동': 6207, '교행': 6208, '가등기담보': 6209, '염화': 6210, '카리': 6211, '혈액': 6212, '심장마비': 6213, '위약': 6214, '소년법': 6215, '소년범': 6216, '가보': 6217, '살상': 6218, '머리': 6219, '허리': 6220, '경골': 6221, '단축': 6222, '기민성': 6223, '생전': 6224, '서울대학교': 6225, '실과': 6226, '원활': 6227, '쟁송절차': 6228, '혼숙': 6229, '그르쳐': 6230, '거함': 6231, '안심': 6232, '응락': 6233, '조선총독부': 6234, '일본정부': 6235, '갖은': 6236, '결원': 6237, '자만': 6238, '이격': 6239, '더미': 6240, '방조제': 6241, '배수갑문': 6242, '때밀이': 6243, '수건': 6244, '이태리타올': 6245, '여행자': 6246, '전래': 6247, '도서': 6248, '신도': 6249, '부부싸움': 6250, '혼신': 6251, '채종': 6252, '두유': 6253, '튀김': 6254, '버려진': 6255, '영아': 6256, '입양': 6257, '모자': 6258, '멋대로': 6259, '익액': 6260, '보관료': 6261, '갑남': 6262, '송인수': 6263, '성장': 6264, '상복': 6265, '능직': 6266, '모멸': 6267, '결합체': 6268, '통솔': 6269, '행정구역': 6270, '높이': 6271, '라며': 6272, '호등': 6273, '종헌': 6274, '종정': 6275, '순서': 6276, '납무': 6277, '최후': 6278, '직부': 6279, '도해': 6280, '커텐': 6281, '미소': 6282, '퇴폐': 6283, '이용사': 6284, '폐쇄': 6285, '실랑이': 6286, '폭행죄': 6287, '동대문시장': 6288, '디': 6289, '조적': 6290, '점차': 6291, '종속': 6292, '보조참가': 6293, '권리능력': 6294, '투숙': 6295, '한약재': 6296, '첩약': 6297, '지은': 6298, '찰리': 6299, '이종': 6300, '분량': 6301, '원화': 6302, '탄환': 6303, '죄등': 6304, '덕대': 6305, '전복사고': 6306, '대학생': 6307, '연습': 6308, '리가': 6309, '퇴행': 6310, '일면': 6311, '살인미수죄': 6312, '호명': 6313, '제척사유': 6314, '합별': 6315, '환시': 6316, '토목': 6317, '주법': 6318, '배입': 6319, '탄하': 6320, '객차': 6321, '승강': 6322, '여객운송': 6323, '종업': 6324, '체면': 6325, '충보': 6326, '행정벌': 6327, '형제': 6328, '출판사': 6329, '금회': 6330, '대학입학': 6331, '요강': 6332, '학력고사': 6333, '판촉': 6334, '연구시설': 6335, '권위': 6336, '신체감정': 6337, '고지역': 6338, '이변': 6339, '개지': 6340, '일정시대': 6341, '호국': 6342, '재무관': 6343, '세입': 6344, '횡단': 6345, '옆': 6346, '부근': 6347, '진로': 6348, '련': 6349, '교섭': 6350, '미성년자보호법': 6351, '송하인': 6352, '상시': 6353, '휴양': 6354, '생산품': 6355, '출시': 6356, '하든': 6357, '토목건축': 6358, '몰이': 6359, '생면부지': 6360, '일등': 6361, '파트': 6362, '영하': 6363, '세분': 6364, '항상': 6365, '운수업자': 6366, '미연방': 6367, '만전': 6368, '군조': 6369, '본명': 6370, '퇴정': 6371, '항소취하': 6372, '일신전속': 6373, '저렴': 6374, '세시': 6375, '농토': 6376, '과표액': 6377, '가감': 6378, '정확도': 6379, '복개': 6380, '품귀': 6381, '유의': 6382, '참칭하거': 6383, '결사': 6384, '아람': 6385, '휴지통': 6386, '재물손괴': 6387, '손괴함': 6388, '강도상해': 6389, '죄인': 6390, '실역': 6391, '예비역': 6392, '방위병': 6393, '간청': 6394, '연차': 6395, '이자제한법': 6396, '이율': 6397, '여백': 6398, '도외': 6399, '선결문제': 6400, '도로운송차량법': 6401, '폐차': 6402, '부속품': 6403, '채석장': 6404, '돌': 6405, '상차': 6406, '유의사항': 6407, '타진': 6408, '절충': 6409, '전라남도': 6410, '전라북도': 6411, '학칙': 6412, '불기소': 6413, '창조': 6414, '부차': 6415, '과연': 6416, '합사': 6417, '불가능': 6418, '레이': 6419, '안개': 6420, '청취': 6421, '수협': 6422, '양호': 6423, '부산진': 6424, '충남도지사': 6425, '기업인': 6426, '엑스선': 6427, '관업': 6428, '무정': 6429, '지남': 6430, '원호처': 6431, '묵리': 6432, '상통': 6433, '추측': 6434, '고발장': 6435, '파계': 6436, '하단': 6437, '발문': 6438, '포상': 6439, '자드': 6440, '연수': 6441, '은혜': 6442, '한전': 6443, '전류': 6444, '개폐기': 6445, '컵': 6446, '접시': 6447, '밥그릇': 6448, '수저': 6449, '오크': 6450, '젓가락': 6451, '레인': 6452, '오븐': 6453, '부엌': 6454, '싱크': 6455, '이종상': 6456, '김포': 6457, '중세': 6458, '영등포구': 6459, '아피': 6460, '성상': 6461, '반분': 6462, '채산': 6463, '재산관리인': 6464, '교육구': 6465, '결석': 6466, '전문학교': 6467, '유급': 6468, '재수': 6469, '제적': 6470, '퇴학': 6471, '졸업생': 6472, '양소': 6473, '성숙': 6474, '제도로': 6475, '용해': 6476, '바스': 6477, '켓트': 6478, '폰': 6479, '게기': 6480, '도법': 6481, '외포케': 6482, '수회': 6483, '경성제국대': 6484, '학': 6485, '금불': 6486, '승락하': 6487, '친족': 6488, '형체': 6489, '전주시': 6490, '말경': 6491, '건소': 6492, '기전': 6493, '광장시장': 6494, '장지': 6495, '가결': 6496, '짐': 6497, '분소': 6498, '별명': 6499, '원점': 6500, '걸물': 6501, '금강석': 6502, '시료': 6503, '강남': 6504, '잡부': 6505, '종말': 6506, '환경청': 6507, '방류': 6508, '밀수품': 6509, '백합': 6510, '농경': 6511, '시흥군': 6512, '동면': 6513, '구로동': 6514, '식도': 6515, '복부': 6516, '사망케': 6517, '감염': 6518, '백지어음': 6519, '원판': 6520, '세운': 6521, '건평': 6522, '하벽': 6523, '반품': 6524, '어깨': 6525, '뇌손상': 6526, '결과적가중범': 6527, '직속': 6528, '난사': 6529, '사고력': 6530, '편지': 6531, '병법': 6532, '적요': 6533, '초회': 6534, '사퇴': 6535, '원로': 6536, '커튼': 6537, '수락': 6538, '창사': 6539, '특별상': 6540, '평상시': 6541, '장마철': 6542, '소통시': 6543, '지형': 6544, '초목': 6545, '생무': 6546, '유속': 6547, '상례': 6548, '교포': 6549, '본적': 6550, '경북': 6551, '청도군': 6552, '호동': 6553, '농산물': 6554, '동방운수': 6555, '수출입은행': 6556, '식생활': 6557, '생활용품': 6558, '남해': 6559, '해면': 6560, '부피': 6561, '검정': 6562, '계량기': 6563, '립법': 6564, '생육': 6565, '강정': 6566, '동점': 6567, '민주주의': 6568, '지청': 6569, '홍삼': 6570, '일념': 6571, '정구': 6572, '굴': 6573, '바지락': 6574, '부찰': 6575, '공문': 6576, '데리': 6577, '과부': 6578, '식': 6579, '언행': 6580, '타고': 6581, '핸들': 6582, '독재': 6583, '주창': 6584, '살포': 6585, '갈취': 6586, '매음': 6587, '선고형': 6588, '변호사법위반죄': 6589, '초어': 6590, '타가': 6591, '종산': 6592, '관려': 6593, '논점': 6594, '변호사시험': 6595, '분매': 6596, '행정관': 6597, '증회': 6598, '탈주': 6599, '보안과장': 6600, '경남': 6601, '진영': 6602, '지법': 6603, '마산': 6604, '미싯': 6605, '소매업자': 6606, '다른사람': 6607, '보강': 6608, '고치': 6609, '청산도': 6610, '람사': 6611, '염제': 6612, '해발': 6613, '생해': 6614, '경룍된': 6615, '이류': 6616, '닝': 6617, '런닝샤쓰': 6618, '영문': 6619, '국문': 6620, '배관': 6621, '윈고': 6622, '성사': 6623, '미숫가루': 6624, '난입': 6625, '최': 6626, '잠재': 6627, '이중매매': 6628, '저당물': 6629, '감실': 6630, '살림집': 6631, '이의쟁송': 6632, '넘겨주기': 6633, '전집': 6634, '일제': 6635, '바늘': 6636, '공기조절': 6637, '건조장': 6638, '제습기': 6639, '도덕법칙': 6640, '근소': 6641, '미도': 6642, '작위범': 6643, '정신과': 6644, '좌안': 6645, '냉동': 6646, '기능사': 6647, '고합': 6648, '귀하': 6649, '개포': 6650, '사구간': 6651, '상기': 6652, '과시': 6653, '발효': 6654, '초심': 6655, '이천이': 6656, '서해안': 6657, '조업': 6658, '어로': 6659, '이용대': 6660, '가인': 6661, '몸조심': 6662, '악수': 6663, '거구': 6664, '빰': 6665, '치아': 6666, '탈구': 6667, '송구': 6668, '재법': 6669, '착력': 6670, '내용물': 6671, '천적': 6672, '전진': 6673, '식구': 6674, '삼륜차': 6675, '자갈': 6676, '기도': 6677, '감저': 6678, '기내': 6679, '복합': 6680, '위기': 6681, '식료품': 6682, '강남구': 6683, '교육청': 6684, '교양': 6685, '대회': 6686, '독서': 6687, '인증서': 6688, '실증': 6689, '일인': 6690, '대대': 6691, '법회': 6692, '장교': 6693, '응찰': 6694, '전과자': 6695, '범임': 6696, '친고죄': 6697, '순희': 6698, '공도': 6699, '한나': 6700, '간접점유': 6701, '가건물': 6702, '유익비': 6703, '자연법칙': 6704, '구유': 6705, '후속': 6706, '분간': 6707, '송부함': 6708, '도산': 6709, '렀': 6710, '배합사료': 6711, '발병': 6712, '뇨산침착증': 6713, '아예': 6714, '신뢰이익': 6715, '견금': 6716, '발기인': 6717, '당번': 6718, '말썽': 6719, '흉내내': 6720, '구성요건해당성': 6721, '해위': 6722, '떄문': 6723, '바면': 6724, '군중': 6725, '외치': 6726, '다중이': 6727, '손괴행위': 6728, '소요죄': 6729, '그동안': 6730, '지방채': 6731, '무거워': 6732, '그르친': 6733, '일과': 6734, '육백': 6735, '친': 6736, '안주': 6737, '나리': 6738, '과자': 6739, '고무장갑': 6740, '진달': 6741, '승': 6742, '인권': 6743, '개요': 6744, '모함': 6745, '허기': 6746, '우수': 6747, '칭하': 6748, '국유화': 6749, '공결': 6750, '정신질환': 6751, '양쪽': 6752, '거듭': 6753, '상청': 6754, '불행': 6755, '외박': 6756, '가출': 6757, '파경': 6758, '상목': 6759, '제화': 6760, '경제정책': 6761, '검방검신': 6762, '척주': 6763, '계호': 6764, '검신': 6765, '균': 6766, '한진': 6767, '공금': 6768, '기득권': 6769, '동장': 6770, '부군': 6771, '표창장': 6772, '석고': 6773, '화차': 6774, '보위': 6775, '금표': 6776, '중점': 6777, '몇몇': 6778, '작품': 6779, '독신': 6780, '숙식': 6781, '특급': 6782, '승자': 6783, '종착역': 6784, '소형': 6785, '녹취': 6786, '해저': 6787, '백자': 6788, '사학': 6789, '재원': 6790, '어머니': 6791, '용돈': 6792, '밀고': 6793, '박료': 6794, '목장': 6795, '농장': 6796, '값': 6797, '비행장': 6798, '소문': 6799, '취산하': 6800, '준법률행위': 6801, '가정부': 6802, '감축된': 6803, '고수': 6804, '수습': 6805, '개비': 6806, '도비': 6807, '감사원': 6808, '불당': 6809, '고후': 6810, '의안': 6811, '퇴장': 6812, '과반': 6813, '연후': 6814, '마주': 6815, '불시': 6816, '소지품': 6817, '관전': 6818, '주연': 6819, '물가': 6820, '생활환경': 6821, '환율': 6822, '교육제도': 6823, '자녀교육': 6824, '가구': 6825, '부임': 6826, '행전': 6827, '관측': 6828, '해운항만청': 6829, '완화': 6830, '숙소': 6831, '초보': 6832, '미추': 6833, '장통': 6834, '꾀': 6835, '졸라': 6836, '아편': 6837, '재상': 6838, '산속': 6839, '귀착': 6840, '간척지': 6841, '계제': 6842, '립하': 6843, '과전': 6844, '상공부': 6845, '우지': 6846, '본관': 6847, '공중위생': 6848, '철골': 6849, '경상': 6850, '구치': 6851, '구시': 6852, '일도': 6853, '진척': 6854, '친후': 6855, '정등': 6856, '산림령': 6857, '사법인': 6858, '확증': 6859, '스': 6860, '레트': 6861, '표면': 6862, '기독교': 6863, '성결교회': 6864, '체내': 6865, '직할시': 6866, '선배': 6867, '군부': 6868, '남방': 6869, '하사실': 6870, '전투': 6871, '월북': 6872, '범법': 6873, '월북임': 6874, '기출': 6875, '무죄판결': 6876, '승려': 6877, '대공분실': 6878, '위문': 6879, '마당': 6880, '사취': 6881, '실행착수': 6882, '격차': 6883, '포리프': 6884, '피렌': 6885, '포의': 6886, '섬유': 6887, '대접': 6888, '니들펀칭': 6889, '펀칭공': 6890, '교호': 6891, '천공': 6892, '펀칭공내': 6893, '용접': 6894, '접착': 6895, '직포': 6896, '탄성': 6897, '구력': 6898, '성도': 6899, '선심': 6900, '설처': 6901, '당구': 6902, '재일': 6903, '격일': 6904, '무수': 6905, '실소': 6906, '출고': 6907, '최고법원': 6908, '이자지': 6909, '혈액형': 6910, '차손액': 6911, '담배': 6912, '가족부': 6913, '동결': 6914, '환조': 6915, '가불': 6916, '바닥면적': 6917, '벽돌': 6918, '삼면': 6919, '네': 6920, '귀퉁이': 6921, '철주': 6922, '박아': 6923, '철조망': 6924, '실주소': 6925, '회송': 6926, '낳을': 6927, '농사': 6928, '병용': 6929, '동향': 6930, '사구역': 6931, '공동관리': 6932, '자칭': 6933, '승락했다': 6934, '장기형': 6935, '축하': 6936, '동구': 6937, '초량동': 6938, '옥': 6939, '호미': 6940, '음행': 6941, '매달': 6942, '경련': 6943, '부전': 6944, '마비': 6945, '특이': 6946, '혈관': 6947, '뇌혈관': 6948, '뇌간': 6949, '약혼': 6950, '간병': 6951, '주정': 6952, '시부': 6953, '냉대': 6954, '강제추행': 6955, '프로판가스': 6956, '제조품': 6957, '소등': 6958, '다량': 6959, '용달': 6960, '시중': 6961, '대목': 6962, '미군': 6963, '철수': 6964, '형사법': 6965, '연소': 6966, '주요사실': 6967, '탄화수소': 6968, '혼합물': 6969, '푸렌': 6970, '공정은': 6971, '추출': 6972, '스트리핑탑': 6973, '탑': 6974, '더우기': 6975, '업계': 6976, '비누': 6977, '허권': 6978, '농작물': 6979, '태업': 6980, '락': 6981, '이석': 6982, '후문': 6983, '철책': 6984, '승락없는': 6985, '윤리': 6986, '상치': 6987, '공연장': 6988, '횡단보도': 6989, '출전': 6990, '술자리': 6991, '초안': 6992, '복명': 6993, '악성': 6994, '남선': 6995, '불온서적': 6996, '장사': 6997, '인생': 6998, '망치': 6999, '중지미수': 7000, '게': 7001, '발상': 7002, '발표': 7003, '공상': 7004, '창녕': 7005, '성씨': 7006, '시호': 7007, '혼용': 7008, '악곡': 7009, '수음': 7010, '반사': 7011, '엠': 7012, '에이': 7013, '펄스': 7014, '픽엎암': 7015, '엎': 7016, '다운': 7017, '포타딘': 7018, '창장': 7019, '쟁': 7020, '송대': 7021, '외자도입법': 7022, '훈시': 7023, '청년': 7024, '빈': 7025, '스텐강판': 7026, '려고': 7027, '꾸지람': 7028, '폐품': 7029, '깊이': 7030, '손수': 7031, '생선': 7032, '야채': 7033, '식품점': 7034, '존경': 7035, '사회인': 7036, '단호': 7037, '격려': 7038, '팔': 7039, '운정': 7040, '반대쪽': 7041, '결합상표': 7042, '지리': 7043, '야구': 7044, '영어사': 7045, '영어': 7046, '몇': 7047, '대중매체': 7048, '채취케': 7049, '댁': 7050, '대구': 7051, '연탄가스': 7052, '문틈': 7053, '료해': 7054, '비부': 7055, '종창': 7056, '몇개': 7057, '월전': 7058, '장일': 7059, '내포': 7060, '강조': 7061, '그릇': 7062, '여동생': 7063, '대문': 7064, '안방': 7065, '침임': 7066, '동리': 7067, '기항지': 7068, '하선': 7069, '상륙': 7070, '공관': 7071, '승선': 7072, '밀항': 7073, '여러가지': 7074, '가늠': 7075, '편법': 7076, '분토': 7077, '사정판결': 7078, '개월후': 7079, '출결': 7080, '취했더': 7081, '빙기': 7082, '행적': 7083, '일차': 7084, '일행': 7085, '물매': 7086, '놀이': 7087, '반말': 7088, '옥신각신': 7089, '이르렀': 7090, '후회': 7091, '취배': 7092, '환액': 7093, '알파벳': 7094, '역립': 7095, '관개용수': 7096, '필름': 7097, '바잎': 7098, '외견상': 7099, '준지': 7100, '어비스': 7101, '비합리적': 7102, '록': 7103, '소방본부': 7104, '감찰': 7105, '주임': 7106, '소방관': 7107, '의적': 7108, '구멍': 7109, '숫자': 7110, '험담': 7111, '경보': 7112, '스위치': 7113, '봉하': 7114, '간수': 7115, '강타': 7116, '장갑': 7117, '차내': 7118, '수류탄': 7119, '순번': 7120, '멀리': 7121, '추정량': 7122, '병마': 7123, '씨': 7124, '수석': 7125, '싯': 7126, '장시': 7127, '화제': 7128, '삼자': 7129, '굴뚝': 7130, '기절': 7131, '우울': 7132, '인격장애': 7133, '회집': 7134, '교련': 7135, '수하': 7136, '진지': 7137, '소총': 7138, '좌석': 7139, '일원': 7140, '소론': 7141, '강선': 7142, '명정': 7143, '횡단중': 7144, '루하': 7145, '목조': 7146, '계승': 7147, '거': 7148, '미상': 7149, '급제': 7150, '일어나고': 7151, '이틀': 7152, '도용': 7153, '지표': 7154, '하부': 7155, '조력': 7156, '용변': 7157, '성인': 7158, '금업': 7159, '재산형': 7160, '위벽': 7161, '일직': 7162, '돼지고기': 7163, '발설': 7164, '화란': 7165, '전해질': 7166, '노동청': 7167, '보디': 7168, '린스': 7169, '주성분': 7170, '피부': 7171, '영양소': 7172, '노화': 7173, '박경자': 7174, '누군가': 7175, '난외': 7176, '가필': 7177, '볼기': 7178, '이월': 7179, '공중변소': 7180, '사발': 7181, '주청': 7182, '안양시': 7183, '변소': 7184, '내적인': 7185, '미화': 7186, '동태': 7187, '리라': 7188, '십자': 7189, '검문': 7190, '장애자': 7191, '위산': 7192, '구류': 7193, '사방지': 7194, '독일': 7195, '보일러': 7196, '드라이': 7197, '룸': 7198, '겸용': 7199, '항도': 7200, '조부': 7201, '앞뒤': 7202, '검찰조사': 7203, '유도': 7204, '술값': 7205, '연직': 7206, '광물유': 7207, '함침': 7208, '모포': 7209, '공보': 7210, '구성은': 7211, '선단': 7212, '냉기': 7213, '순환': 7214, '팬': 7215, '아라비아': 7216, '수자': 7217, '농후': 7218, '속계': 7219, '공휴일': 7220, '퇴근': 7221, '청도시': 7222, '훼손행위': 7223, '영등포': 7224, '적립금': 7225, '적립': 7226, '감가상각': 7227, '행패': 7228, '가세': 7229, '부축': 7230, '가설': 7231, '행열': 7232, '운동화': 7233, '포켓': 7234, '그레이': 7235, '하운드': 7236, '캉가루': 7237, '금속': 7238, '부식': 7239, '유독': 7240, '해식': 7241, '조개': 7242, '히드라': 7243, '충': 7244, '번식': 7245, '냉각수': 7246, '피피엠': 7247, '아민': 7248, '생물': 7249, '제철': 7250, '근대화': 7251, '유조선': 7252, '도선': 7253, '장애물': 7254, '접촉': 7255, '하복': 7256, '쌍꺼풀': 7257, '소속변호사': 7258, '친정': 7259, '돌리지': 7260, '성시기': 7261, '소리': 7262, '군검찰': 7263, '마이오': 7264, '완급': 7265, '기합': 7266, '매부': 7267, '일상': 7268, '필증등': 7269, '해운회사': 7270, '법정과실': 7271, '유대': 7272, '강화': 7273, '어차피': 7274, '바닥': 7275, '낭비': 7276, '무마': 7277, '기지시': 7278, '심경': 7279, '결백': 7280, '검찰청': 7281, '자친': 7282, '무혐의': 7283, '불기소처분': 7284, '일간': 7285, '무단이탈': 7286, '경기도': 7287, '상반기': 7288, '하반기': 7289, '고생': 7290, '방범': 7291, '저녁식사': 7292, '임직': 7293, '무산': 7294, '추완신청': 7295, '불성취': 7296, '동명이인': 7297, '봉함': 7298, '수신인': 7299, '책임능력': 7300, '예심': 7301, '교대': 7302, '다소간': 7303, '건고': 7304, '항구': 7305, '명세': 7306, '역등': 7307, '사금': 7308, '행정심판': 7309, '대제': 7310, '유라': 7311, '업태': 7312, '캬바레': 7313, '카바레': 7314, '기획예산처': 7315, '남양주': 7316, '단종': 7317, '계정은': 7318, '봉급': 7319, '주취': 7320, '격발': 7321, '적도': 7322, '도전': 7323, '관리소': 7324, '역임': 7325, '신라': 7326, '점촌': 7327, '한남': 7328, '상주': 7329, '슈퍼': 7330, '저혈압': 7331, '심장': 7332, '태아': 7333, '산부인과': 7334, '내과': 7335, '낙태': 7336, '임신부': 7337, '짐작': 7338, '진부': 7339, '불화': 7340, '자시': 7341, '삼천포': 7342, '동래세무서': 7343, '따름': 7344, '단상': 7345, '이락': 7346, '곡상': 7347, '즉일': 7348, '구관': 7349, '낼': 7350, '몸체': 7351, '덮개': 7352, '재질': 7353, '부산물': 7354, '경상북도지사': 7355, '감차': 7356, '치정': 7357, '어금': 7358, '직위': 7359, '부처': 7360, '증축비': 7361, '사업인': 7362, '여준': 7363, '남름': 7364, '삼림': 7365, '인자': 7366, '조취': 7367, '불지': 7368, '처림': 7369, '카메라': 7370, '전당': 7371, '터널': 7372, '갱도': 7373, '훈시규정': 7374, '쌍방울': 7375, '여타': 7376, '찾기': 7377, '점검': 7378, '근절': 7379, '양정은': 7380, '수기': 7381, '증료': 7382, '교파': 7383, '웨이터': 7384, '목록': 7385, '묵적': 7386, '세도': 7387, '미숙': 7388, '사출': 7389, '창': 7390, '헬라': 7391, '영문표기': 7392, '가스레인지': 7393, '전적': 7394, '종품': 7395, '마음': 7396, '환기': 7397, '신중성': 7398, '분명': 7399, '청심': 7400, '전출': 7401, '근로시간': 7402, '매일': 7403, '도축장': 7404, '입실': 7405, '상륙함': 7406, '중지범': 7407, '격투': 7408, '출납': 7409, '공고함': 7410, '궈': 7411, '마침': 7412, '예컨데': 7413, '유별': 7414, '새마을호': 7415, '승차권': 7416, '우열': 7417, '인구': 7418, '과밀': 7419, '행정서사': 7420, '편취했다': 7421, '입법기관': 7422, '일상생활': 7423, '보병': 7424, '내규': 7425, '휴전선': 7426, '적지역': 7427, '초소': 7428, '무등': 7429, '다카': 7430, '유학': 7431, '자연인': 7432, '임부': 7433, '대치': 7434, '적의': 7435, '아군': 7436, '미완성': 7437, '조미': 7438, '총포': 7439, '탄약': 7440, '잠복': 7441, '길': 7442, '상병': 7443, '일일이': 7444, '불가쟁력': 7445, '편람': 7446, '이민': 7447, '주서': 7448, '칸': 7449, '연필': 7450, '과수원': 7451, '간행': 7452, '가위': 7453, '공구': 7454, '약품': 7455, '신속성': 7456, '친족법': 7457, '개월내': 7458, '몫': 7459, '경사': 7460, '잡목': 7461, '잡초': 7462, '생장': 7463, '축대': 7464, '그대': 7465, '청계산': 7466, '외환은행': 7467, '점원': 7468, '안전교육': 7469, '재수입': 7470, '읍장': 7471, '일간신문': 7472, '픞': 7473, '기후': 7474, '결부': 7475, '극한': 7476, '채납': 7477, '금법': 7478, '군경': 7479, '한일합방': 7480, '독립운동': 7481, '가문': 7482, '종질': 7483, '주방': 7484, '방바닥': 7485, '장편': 7486, '입욕': 7487, '후식': 7488, '탈의실': 7489, '침대': 7490, '특설된': 7491, '실로': 7492, '강도예비죄': 7493, '달라짐': 7494, '치과': 7495, '한의원': 7496, '고사항': 7497, '부조리': 7498, '훈방': 7499, '자사': 7500, '다음해': 7501, '자정': 7502, '폐점': 7503, '전세': 7504, '새한미디어': 7505, '통칭': 7506, '새한': 7507, '경마': 7508, '의향': 7509}```
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실제 단어 빈도수 확인:
tokenizer.workd_counts-
tokenizer.workd_counts결과```python
OrderedDict([('취소소송', 22), ('처분', 719), ('등', 949), ('것', 2626), ('안', 61), ('때', 584), ('로부터', 122), ('이내', 23), ('제기', 191), ('행정처분', 109), ('허가', 287), ('기한', 59), ('경우', 1657), ('조건', 85), ('존속', 40), ('기간', 286), ('보아', 209), ('그', 2243), ('도래', 13), ('개정', 71), ('고려', 112), ('해석', 155), ('수', 2253), ('사도', 7), ('개설', 43), ('준공', 36), ('검사', 92), ('못', 68), ('자체', 116), ('볼', 596), ('까닭', 3), ('실효', 23), ('항고소송', 19), ('대상', 343), ('일반', 92), ('국민', 42), ('권리', 290), ('의무', 380), ('직접', 132), ('영향', 92), ('행위', 1051), ('정부', 44), ('간', 38), ('항공', 8), ('노선', 5), ('관', 800), ('잠정', 4), ('협정', 5), ('및', 621), ('비밀', 26), ('양해각서', 1), ('건설', 75), ('교통부', 7), ('내부', 28), ('지침', 13), ('대한', 721), ('운수', 35), ('배분', 3), ('해당', 917), ('공익', 71), ('상의', 249), ('필요', 109), ('상대방', 127), ('불이익', 67), ('더욱', 3), ('재량', 95), ('한계', 27), ('탈', 45), ('위법', 330), ('취득세', 22), ('사실', 678), ('취득', 388), ('과세', 326), ('객체', 32), ('지방', 103), ('세법', 275), ('부동산', 317), ('대해', 231), ('등기', 446), ('등록', 215), ('이행', 172), ('규정', 679), ('점유', 124), ('취득시효', 14), ('완성', 43), ('존재', 86), ('봄', 41), ('판', 10), ('시한', 21), ('사례', 126), ('당연무효', 44), ('위', 1059), ('하자', 96), ('중대', 11), ('세관', 9), ('출장소', 3), ('권한', 103), ('위임', 87), ('관세', 105), ('부과', 218), ('상표', 225), ('법', 749), ('여부', 319), ('구체', 107), ('판단', 361), ('출원', 54), ('표장', 18), ('보기', 60), ('교통사고처리특례법', 5), ('제', 2947), ('항', 688), ('본문', 10), ('공소', 31), ('이', 614), ('위반', 340), ('형사소송법', 49), ('호', 240), ('정', 251), ('절차', 281), ('법률', 290), ('무효', 247), ('는바', 13), ('법원', 188), ('소송', 234), ('흠결', 20), ('이유', 288), ('기각', 54), ('판결', 348), ('선고', 96), ('구', 495), ('민사소송법', 51), ('최저', 8), ('가격', 123), ('결정', 339), ('낙찰', 15), ('금지', 119), ('매우', 6), ('사유', 320), ('감정', 23), ('평가', 101), ('기준', 215), ('현저', 95), ('사회', 99), ('통념', 35), ('인정', 555), ('집합', 10), ('건물', 211), ('소유', 142), ('관리', 146), ('건축', 101), ('분양', 78), ('담보책임', 5), ('도록', 9), ('잔금', 12), ('지급', 350), ('아파트', 51), ('사용승인', 7), ('전', 149), 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1), ('행패', 1), ('양담배', 2), ('동시범', 2), ('가세', 1), ('부축', 1), ('조명', 3), ('형광등', 2), ('가설', 1), ('문중', 2), ('행열', 1), ('운동화', 1), ('포켓', 1), ('무늬', 3), ('그레이', 1), ('하운드', 1), ('캉가루', 1), ('금속', 1), ('부식', 1), ('유독', 1), ('해식', 1), ('조개', 1), ('히드라', 1), ('충', 1), ('번식', 1), ('냉각수', 1), ('피피엠', 1), ('아민', 1), ('생물', 1), ('제철', 1), ('계약보증금', 2), ('근대화', 1), ('도선사', 2), ('유조선', 1), ('도선', 1), ('장애물', 1), ('접촉', 1), ('해난', 2), ('하복', 1), ('쌍꺼풀', 1), ('소속변호사', 1), ('친정', 1), ('돌리지', 1), ('성시기', 1), ('실황조사서', 2), ('개재', 2), ('소리', 1), ('군검찰', 1), ('마이오', 1), ('완급', 1), ('기합', 1), ('매부', 1), ('내연', 3), ('일상', 1), ('필증등', 1), ('해운회사', 1), ('법정과실', 1), ('유대', 1), ('강화', 1), ('어차피', 1), ('바닥', 1), ('낭비', 1), ('무마', 1), ('기지시', 1), ('심경', 1), ('결백', 1), ('검찰청', 1), ('자친', 1), ('무혐의', 1), ('불기소처분', 1), ('일간', 1), ('무단이탈', 1), ('경기도', 1), ('상반기', 1), ('하반기', 1), ('고생', 1), ('방범', 1), ('저녁식사', 1), ('임직', 1), ('무산', 1), ('사리', 2), ('추완신청', 1), ('불성취', 1), ('개피', 3), ('동명이인', 1), ('신서', 2), ('봉함', 1), ('수신인', 1), ('책임능력', 1), ('예심', 1), ('교대', 1), ('다소간', 1), ('건고', 1), ('항구', 1), ('명세', 1), ('역등', 1), ('사금', 1), ('행정심판', 1), ('대제', 1), ('유라', 1), ('애', 2), ('업태', 1), ('변태', 2), ('캬바레', 1), ('카바레', 1), ('기획예산처', 1), ('남양주', 1), ('단종', 1), ('계정은', 1), ('봉급', 1), ('철강', 2), ('코일', 2), ('재압연용', 2), ('탄력', 2), ('주취', 1), ('격발', 1), ('적도', 1), ('도전', 1), ('공자', 3), ('관리소', 1), ('역임', 1), ('소홀', 2), ('신라', 1), ('점촌', 1), ('한남', 1), ('상주', 1), ('슈퍼', 1), ('저혈압', 1), ('심장', 1), ('태아', 1), ('산부인과', 1), ('내과', 1), ('낙태', 1), ('임신부', 1), ('짐작', 1), ('진부', 1), ('쟁송', 3), ('불화', 1), ('자시', 1), ('시내버스', 2), ('삼천포', 1), ('동래세무서', 1), ('환금', 2), ('따름', 1), ('단상', 1), ('이락', 1), ('곡상', 1), ('즉일', 1), ('구관', 1), ('낼', 1), ('몸체', 1), ('덮개', 1), ('재질', 1), ('비료', 2), ('돼지', 2), ('부산물', 1), ('경상북도지사', 1), ('감차', 1), ('치정', 1), ('어금', 1), ('직위', 1), ('부처', 1), ('증축비', 1), ('사업인', 1), ('상피', 2), ('여준', 1), ('남름', 1), ('삼림', 1), ('인자', 1), ('조취', 1), ('불지', 1), ('처림', 1), ('전당포', 2), ('카메라', 1), ('전당', 1), ('터널', 1), ('갱도', 1), ('훈시규정', 1), ('쌍방울', 1), ('여타', 1), ('찾기', 1), ('점검', 1), ('근절', 1), ('양정은', 1), ('수기', 1), ('증료', 1), ('교파', 1), ('웨이터', 1), ('목록', 1), ('묵적', 1), ('공과금', 2), ('세도', 1), ('미숙', 1), ('사출', 1), ('창', 1), ('헬라', 1), ('영문표기', 1), ('가스레인지', 1), ('전자레인지', 2), ('전적', 1), ('종품', 1), ('마음', 1), ('환기', 1), ('신중성', 1), ('분명', 1), ('재축', 3), ('청심', 1), ('월수', 2), ('전출', 1), ('근로시간', 1), ('매일', 1), ('도축장', 1), ('우육', 2), ('도축', 2), ('입실', 1), ('침투', 2), ('상륙함', 1), ('중지범', 1), ('격투', 1), ('출납', 1), ('입출금', 2), ('공고함', 1), ('궈', 1), ('마침', 1), ('예컨데', 1), ('은퇴', 2), ('혼외자', 2), ('유별', 1), ('서울역', 2), ('새마을호', 1), ('승차권', 1), ('발매', 2), ('우열', 1), ('인구', 1), ('과밀', 1), ('행정서사', 1), ('대별', 3), ('편취했다', 1), ('군통', 3), ('입법기관', 1), ('일상생활', 1), ('보병', 1), ('오피', 2), ('내규', 1), ('휴전선', 1), ('적지역', 1), ('초소', 1), ('무등', 1), ('다카', 1), ('유학', 1), ('자연인', 1), ('임부', 1), ('대치', 1), ('적의', 1), ('아군', 1), ('미완성', 1), ('조미', 1), ('총포', 1), ('탄약', 1), ('잠복', 1), ('길', 1), ('상병', 1), ('일일이', 1), ('불가쟁력', 1), ('편람', 1), ('이민', 1), ('주서', 1), ('칸', 1), ('연필', 1), ('과수', 4), ('과수원', 1), ('간행', 1), ('가위', 1), ('공구', 1), ('약품', 1), ('신속성', 1), ('친족법', 1), ('개월내', 1), ('몫', 1), ('연말정산', 2), ('대차대조표', 4), ('경사', 1), ('잡목', 1), ('잡초', 1), ('생장', 1), ('축대', 1), ('그대', 1), ('청계산', 1), ('화체', 2), ('외환은행', 1), ('점원', 1), ('안전교육', 1), ('재수입', 1), ('읍장', 1), ('일간신문', 1), ('픞', 1), ('기후', 1), ('결부', 1), ('극한', 1), ('채납', 1), ('애국지사', 2), ('금법', 1), ('전몰', 3), ('경의', 2), ('군경', 1), ('한일합방', 1), ('독립운동', 1), ('가문', 1), ('종질', 1), ('목욕', 3), ('주방', 1), ('방바닥', 1), ('장편', 1), ('입욕', 1), ('후식', 1), ('탈의실', 1), ('침대', 1), ('특설된', 1), ('실로', 1), ('강도예비죄', 1), ('달라짐', 1), ('치과', 1), ('한의원', 1), ('고사항', 1), ('부조리', 1), ('훈방', 1), ('자사', 1), ('다음해', 1), ('자정', 1), ('폐점', 1), ('빵', 5), ('전세', 1), ('새한미디어', 1), ('통칭', 1), ('새한', 1), ('경마', 1), ('의향', 1)])```
-
-
빈도수 상위 1000개 단어를 사용하는 것으로 토크나이저 최종 정의
```python
빈도수 상위 1000개 단어만 학습에 사용하기
vocab_size = 1000
num_words에 사용할 단어 수 정의
tokenizer = Tokenizer(num_words = vocab_size)
tokenizer.fit_on_texts(data_tokenized)print(len(tokenizer.wokd_index))
-> 7509
```
➡️ 상위 1000개 이용하기로 해서 len으로 확인하면 1000이 나오는 줄 알았는데 원래 데이터 수인 7509가 나옴.
➡️ 찾아보니 1000개가 적용되는건 texts_to_sequences를 이용하면 적용된다고 함.
# 요약문 - 인덱스로 변환
data_index = tokenizer.texts_to_sequences(data_tokenized)
print(data_index[0])
->
[13, 8, 2, 394, 21, 197, 992, 124, 227, 62, 411, 5, 62, 301, 606, 63, 113, 4, 411, 301, 344, 219, 147, 3, 569, 62, 666, 272, 357, 2, 569, 62, 210, 606, 63, 20, 3, 2, 993, 2]
4. LSTM으로 판결 요약문 분류하기
-
LSTM: https://wikidocs.net/22888
→ 전통적인 RNN의 이러한 단점을 보완한 RNN의 일종을 장단기 메모리(Long Short-Term Memory)
-
LSTM 선택하게 된 글: https://kr.mathworks.com/help/deeplearning/ug/classify-text-data-using-deep-learning.html
→ 텍스트 데이터를 분류를 LSTM으로 진행한 것을 보고 시도
-
train_test_split()-
코드
```python
from tensorflow.keras.datasets import reuters
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, LSTM, Embedding
from tensorflow.keras.preprocessing.sequence import pad_sequences
from tensorflow.keras.utils import to_categorical
from tensorflow.keras.callbacks import EarlyStopping, ModelCheckpoint
from tensorflow.keras.models import load_modelclass 비율(train:validation)에 유지하기 위해 stratify 옵션을 target으로 지정
X_train, X_test, y_train, y_test = train_test_split(data_index, target, test_size=0.2,
stratify=target, random_state=100)
```
-
-
X_train 확인
-
X_train 결과python [[356, 23, 33, 804, 28, 390, 27, 28, 372, 804, 696, 23, 673, 95, 4, 93, 12, 695, 673, 23, 148], [6, 15, 887, 45, ... 988, 337, 75, 3], ...]
len(X_train)= 2403 -
-
단어 수 동일하게 패딩하기:
pad_sequences이용모델 학습시키려면 차원이 동일해야 함. 평균이 43 → 40으로 input데이터의 단어수 맞추기.
python max_len = 40 X_train = pad_sequences(X_train, maxlen = max_len) X_test = pad_sequences(X_test, maxlen = max_len)-
X_train확인: 달라짐.python array([[ 0, 0, 0, ..., 673, 23, 148], [415, 344, 25, ..., 2, 48, 188], [ 46, 1, 377, ..., 2, 502, 45], ..., [ 0, 0, 0, ..., 626, 42, 48], [607, 932, 19, ..., 922, 441, 22], [422, 62, 442, ..., 62, 84, 3]], dtype=int32)
-
-
원핫인코딩
Y_train, Y_test에 있는 데이터: 일반행정, 세무, 특허, 민사, 가사 , 형사 → 6개임.
6개 중 해당되는 카테고리에만 1로 표현, 나머지는 0으로 표현하게 만들기.
-
코드
python y_train = to_categorical(y_train) y_test = to_categorical(y_test)y_train확인python array([[0., 0., 0., 1., 0., 0.], [0., 0., 0., 1., 0., 0.], [0., 0., 0., 1., 0., 0.], ..., [0., 0., 0., 1., 0., 0.], [0., 1., 0., 0., 0., 0.], [0., 0., 0., 1., 0., 0.]], dtype=float32) -
LSTM 모델 만들기
참고: https://soki.tistory.com/46
python model = Sequential() model.add(Embedding(1000, 120)) # 120개의 벡터가 만들어짐. model.add(LSTM(120)) #120개의 특징을 추출해내는 LSTM 모델 model.add(Dense(6, activation='softmax')) # 6개의 값이 나오도록 설정➡️
Embedding에 들어가는 input
(1) 1000: 총 단어의 개수, 단어 집합의 크기.
(2) 120: 결과로 나오는 벡터의 크기 → 120개의 벡터가 나오게 된다는 소리.➡️
Dense레이어: 6개의 카테고리로 분류가 되어야 하기 때문에 6개 뉴런 사용.
+ 소프트맥스 함수로 6개의 확률분포 만들기-
조기종료, 체크포인트 설정
python es = EarlyStopping(monitor='val_loss', mode='min', verbose=1, patience=5) mc = ModelCheckpoint('best_model.h5', monitor='val_acc', mode='max', verbose=1, save_best_only=True)➡️ 검증 데이터 손실 5회 이상 발생시 → 조기 종료
➡️ 검증 데이터 정확도가 이전보다 좋아질 경우에 best_model.h5로 저장하기
-
loss , optimzer 설정:
model.compile
python model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['acc'])➡️ 6개의 카테고리로 분류 = 다중분류 =
categorcal_crossentropy- 모델 학습:
modle.fit()
python history = model.fit(X_train, y_train, batch_size=128, epochs=30, callbacks=[es, mc], validation_data=(X_test, y_test))```python
결과
Epoch 00006: val_acc improved from 0.75874 to 0.78369, saving model to best_model.h5
Epoch 7/30
...
19/19 [==============================] - 1s 76ms/step - loss: 0.0940 - acc: 0.9724 - val_loss: 0.7329 - val_acc: 0.7870Epoch 00013: val_acc did not improve from 0.79534
Epoch 00013: early stopping
-> 13번째 학습에서 끝남.
``` -
-
가장 좋은 모델
best_model.h5성능 평가 해보기
loaded_model = load_model('best_model.h5')
print("\n 테스트 정확도: %.4f" % (loaded_model.evaluate(X_test, y_test)[1]))
**-> 테스트 정확도: 0.7953**
-
model loss확인하기 -
코드
python epochs = range(1, len(history.history['acc']) +1) plt.plot(epochs, history.history['loss']) plt.plot(epochs, history.history['val_loss']) plt.title('model loss') plt.ylabel('loss') plt.xlabel('epoch') plt.legend(['train', 'test'], loc='upper right') plt.show()

주황: 검증데이터 loss가 꾸준히 작아지다가 9번째 학습 이후에 증가함. 과적합이라고 볼 수 있음.
5. 전체 요약문에 대한 분류
위에서는 data[0][0]으로 가장 첫번째 있는걸로 모델이 학습이 잘 되는지 봤음.
전체로 시도해보겠음.
-
category: 수치→ 범주형 변환```python
df['category'] = df['category'].replace({0:'가사', 1:'형사', 2:'특허', 3:'민사', 4:'일반행정', 5:'세무'})
df['category']```
python 0 일반행정 1 일반행정 2 세무 3 세무 4 특허 ... 2999 형사 3000 형사 3001 민사 3002 특허 3003 세무 Name: category, Length: 3004, dtype: object -
전체
df['abstractive']: 정수 인코딩python X_all = pad_sequences(data_index, maxlen = max_len) X_allpython array([[ 13, 8, 2, ..., 2, 993, 2], [ 43, 227, 273, ..., 4, 210, 48], [ 0, 0, 0, ..., 296, 596, 188], ..., [ 0, 0, 0, ..., 265, 114, 434], [ 0, 0, 0, ..., 527, 99, 9], [118, 4, 32, ..., 8, 22, 3]], dtype=int32) -
6개 카테고리로 예측한 결과 저장:
y_all_predpython y_all_pred = np.argmax(loaded_model.predict(X_all), axis = 1) y_all_pred```python
array([4, 4, 5, ..., 3, 2, 5])```
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df['pred']에 예측결과 추가하기python df['pred'] = y_all_pred df['pred']python 0 4 1 4 2 5 3 4 4 2 .. 2999 1 3000 1 3001 3 3002 2 3003 5 Name: pred, Length: 3004, dtype: int64 -
df[’pred’]에 저장된 6개 카테고리 결과를 다시 한글로 변환python df['pred'] = df['pred'].replace({0:'가사', 1:'형사', 2:'특허', 3:'민사', 4:'일반행정', 5:'세무'}) -
for루프: 요약문 별 실제 카테고리, 예측결과 출력해서 확인해보기!
python for i in range(len(df)): print("요약문") print(df['abstractive'][i][0]) print("실제 카테고리: %s, "%df['category'][i]) print("예측 카테고리: %s, \n"%df['pred'][i])```python
요약문:
취소소송은 처분 등이 있다는 것을 안 때로부터 90일 이내에 제기하여야 하고, 행정처분에서의 허가에 붙은 기한이 부당하게 짧은 경우에는 이를 허가조건 존속기간으로 보아서 그 기한의 도래로 조건 개정을 고려한다고 해석할 수 있기에, 사도개설허가의 준공검사를 받지 못한 것은 사도개설허가 자체의 존속기간으로 볼 수 없다는 까닭으로 이것이 실효되는 것은 아니다.
실제 카테고리: 일반행정,
예측 카테고리: 일반행정요약문:
항고소송의 대상이 되는 행정처분이란 일반 국민의 권리의무에 직접 영향을 미치는 행위를 가리키는 것으로, 정부 간 항공노선의 개설에 관한 잠정협정 및 비밀양해각서와 건설교통부 내부지침에 의한 항공노선에 대한 운수권배분처분은 항고소송의 대상이 되는 행정처분에 해당하고, 그 처분으로 인해 공익상의 필요에 비해 상대방이 받게 되는 불이익 등이 더욱 큰 경우에는 재량권의 한계를 일탈한 것으로서 그 자체가 위법하다.
실제 카테고리: 일반행정,
예측 카테고리: 일반행정요약문:
취득세는 사실상의 취득행위 자체를 과세객체로 하고, 지방세법에 따르면 부동산 취득에 대해 등기·등록 등을 이행하지 아니한 경우라도 사실상으로 취득한 때에는 이를 취득한 것으로 보도록 규정하고 있으므로, 부동산에 관한 점유취득시효가 완성되면 사실상의 취득행위가 존재한다고 봄이 상당하다고 판시한 사례이다.
실제 카테고리: 세무,
예측 카테고리: 세무요약문:
행정처분이 당연무효라고 하기 위해서는 하자가 중대, 명백해야 하는데 세관출장소장이 적법한 권한의 위임 없이 한 관세부과처분은 하자가 중대하지만 명백하지 않아서 당연무효가 아니다.
실제 카테고리: 세무,
예측 카테고리: 일반행정요약문:
상표법에 따라 상표가 등록받을 수 있는지의 여부는 구체적으로 판단하므로 출원상표 " "는 간단하고 흔하게 있는 표장만으로 된 상표라고 보기 어렵다 한 사례이다.
실제 카테고리: 특허,
예측 카테고리: 특허
...
한국마사회의 경마사업으로 인한 소득은 그 사업이 비영리법인인 위 마사회의 고유사업이라 할지라도 법인세 부과대상이 되고, 국세기본법 제18조 제2항에서 정한 국세행정의 관행은 묵시적인 언동, 즉 비과세의 사실상태가 장기간에 걸쳐 계속되는 경우에 그것이 그 사항에 대하여 과세의 대상으로 삼지 아니하는 뜻의 과세관청의 묵시적인 의향표시로 볼 수 있는 경우 등에도 이를 인정할 수 있다.
실제 카테고리: 세무,
예측 카테고리: 세무
```
💡 깨달은 점
- 실제로 텍스트 전처리하는 과정을 찾아내는 시간이 오래 걸렸음. ‘형태소’, ‘어간’과 같이 익숙하지 않은 단어였지만 특허관련 공모전에 나간 경험으로 데이터를 파악하는데는 오래 걸리지 않았던 것 같음.
- 학부 과정에서 단순히 개념만 알던 것에서 실제로 시도해보는 과정을 거쳐보니 어렵지만 재미있었음.
- LSTM 하나의 모델로만 시도해봤지만, 좀 더 디벨롭해서 여러 모델들을 실험해보는 과정을 추가로 시도해보면 좀 더 좋은 분류모델이 만들어질 것 같음.
- ‘명사’만 추출하여 시도해봤는데, okt에 있는 다른 메서드를 이용해서 품사 태깅 후 LSTM에 적용해보면 시간은 좀 더 오래걸리겠지만 성능이 좀 더 좋아질 것으로 기대됨.