diff --git a/mysql/insert_query.py b/mysql/insert_query.py
index 24c0ea7..5f79cd5 100644
--- a/mysql/insert_query.py
+++ b/mysql/insert_query.py
@@ -78,21 +78,23 @@ def insert_publisher(cursor, publisher_name):
 
 def insert_book_info(cursor, book_info, publisher_id):
     """books 테이블에 도서 데이터를 insert합니다. 추가된 도서의 primary key를 반환합니다."""
+
     insert_query = ("INSERT INTO books (publisher_id, book_name, book_index, book_desc, book_isbn_13, book_price, "
                     "book_discount, book_package, book_published, book_stock) VALUES (%s, %s, %s, %s, %s, %s, %s, %s,"
                     " %s, %s)")
+
     execute_query(cursor, insert_query,
                   (publisher_id, book_info['book_name'],
                    preprocessing_book_index(book_info['book_index']), book_info["book_desc"],
                    book_info['book_isbn_13'], book_info['book_price'], generate_book_discount(),
                    generate_book_package(), preprocessing_book_published(book_info['book_published']),
                    generate_book_stock(),))
+
     inserted_book_id = cursor.lastrowid
 
     logger.info(f"책 이름 : '{book_info['book_name']}', Primary key : '{inserted_book_id}' 데이터가 추가되었습니다.")
     return inserted_book_id
 
-
 def insert_book_thumbnail(cursor, book_id, image_url):
     """book_thumbnails 테이블에 썸네일 이미지 데이터를 insert합니다."""
     insert_query = "INSERT INTO book_thumbnails (book_id, thumbnail_image_url) VALUES (%s, %s)"
diff --git a/openAPI/book_data_extractor.py b/openAPI/book_data_extractor.py
index b99406b..8c65c74 100644
--- a/openAPI/book_data_extractor.py
+++ b/openAPI/book_data_extractor.py
@@ -100,4 +100,4 @@ def read_csv_to_list(file_path):
 
                 conn.commit()
                 conn.close()
-                print("MySQL 연결이 닫혔습니다.")
+                print("MySQL 연결이 닫혔습니다.")
\ No newline at end of file
diff --git a/openAPI/openAPI_request.py b/openAPI/openAPI_request.py
index 987c0ee..8032d4e 100644
--- a/openAPI/openAPI_request.py
+++ b/openAPI/openAPI_request.py
@@ -2,6 +2,7 @@
 from bs4 import BeautifulSoup
 import secret
 import logging
+import re
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
@@ -18,15 +19,12 @@ def openAPI_request_search(query, category_id):
         'CategoryId': category_id
     }
 
-    url = secret.aladin_open_api_search_url
-
-    response = requests.get(url, params=params)
+    response = requests.get(secret.aladin_open_api_search_url, params=params)
 
     if response.status_code == 200:
-        # xml 내용
+
         content = response.text
         soup = BeautifulSoup(content, 'xml')
-
         data = soup.find_all("item")
 
         isbn_list = []
@@ -43,6 +41,11 @@ def openAPI_request_search(query, category_id):
         print('Error:', response.status_code)
 
 
+def remove_image_tags(text):
+    """문자열에서 <img> 태그와 주변 문자열 제거"""
+    return re.sub(r'<img[^>]+>', '', text)
+
+
 def openAPI_request_detail(isbn_id):
     """알라딘 openAPI 도서 상세 요청"""
 
@@ -52,43 +55,75 @@ def openAPI_request_detail(isbn_id):
         'ItemId': isbn_id
     }
 
-    url = secret.aladin_open_api_detail_url
-
-    response = requests.get(url, params=params)
+    response = requests.get(secret.aladin_open_api_detail_url, params=params)
 
     if response.status_code == 200:
+
         content = response.text
         soup = BeautifulSoup(content, 'xml')
-
         data = soup.find("item")
 
         book_info = {}
 
         # 출판사
         publisher = data.find("publisher").get_text()
+        if not publisher:
+            publisher = "DefaultPublisherName"
 
         # 책 이름
         book_info["book_name"] = data.find("title").get_text()
+        if not book_info["book_name"]:
+            book_info["book_name"] = "DefaultBookName"
+
         # 책 목차
         book_info["book_index"] = data.find("bookinfo").find("toc").get_text()
+        if not book_info["book_index"]:
+            book_info["book_index"] = "DefaultBookIndex"
+
         # 책 설명
-        book_info["book_desc"] = data.find("description").get_text()
+        book_info["book_desc"] = remove_image_tags(data.find("description").get_text())
+        if not book_info["book_desc"]:
+            book_info["book_desc"] = "DefaultBookDescription"
+
         # 책 ISBN-13
         book_info["book_isbn_13"] = data.find("isbn13").get_text()
+        if not book_info["book_isbn_13"]:
+            book_info["book_isbn_13"] = "DefaultBookIsbn13"
+
         # 책 가격
         book_info["book_price"] = data.find("priceStandard").get_text()
+        if not book_info["book_price"]:
+            book_info["book_price"] = "10000"
+
         # 출판일
         book_info["book_published"] = data.find("pubDate").get_text()
+        if not book_info["book_published"]:
+            book_info["book_published"] = "2024-01-01"
 
         # 책 커버 이미지 URL
         book_thumbnail_image_url = data.find("cover").get_text()
 
         # 책 미리보기 이미지 URL들
         book_image_list = [img.get_text() for img in data.find("bookinfo").find_all("letslookimg")]
+        if not book_image_list:
+            book_image_list = ["no-image"]
 
         # 작가들
-        author_list = [{"authorType": author.get("authorType"), "desc": author.get("desc"), "name": author.get_text()}
-                       for author in data.find("bookinfo").find("authors").find_all("author")]
+        author_list = []
+        for author in data.find("bookinfo").find("authors").find_all("author"):
+            authorType = author.get("authorType")
+            desc = author.get("desc")
+            name = author.get_text()
+
+            if not authorType:
+                authorType = "DefaultAuthorType"
+            if not desc:
+                desc = "DefaultAuthorDesc"
+            if not name:
+                name = "DefaultAuthorName"
+
+            author_info = {"authorType": authorType, "desc": desc, "name": name}
+            author_list.append(author_info)
 
         # 파싱된 값들을 반환
         return {
diff --git a/openAPI/resources/openAPI_isbn.csv b/openAPI/resources/openAPI_isbn.csv
index 6dfdd56..b317c11 100644
--- a/openAPI/resources/openAPI_isbn.csv
+++ b/openAPI/resources/openAPI_isbn.csv
@@ -1,142 +1,142 @@
 category_name,category_id,isbn_list
-가계부,31.0,"['8809479920732', '8809983390007', '8809850420028', '8809984880002', '9788960306257']"
+가계부,31.0,"['8809850420028', '9788960306257', '8809983390007', '8809637010237', '8809479920732']"
 건강요리,32.0,"['9791189529116', '9788984688803']"
-다이어트 요리,35.0,"['9791191509007', '9791191509250', '9791125496076', '9791192366258', '9791129707482']"
+다이어트 요리,35.0,"['9791191509250', '9791187320432', '9791129708960', '9791191825435', '9791191509007']"
 도시락,36.0,"['9791168126329', '9791137266407']"
 디저트,37.0,"['9791165678159', '9791185676746', '9791192855011', '9791197878954']"
 사찰요리,39.0,"['9791162013854', '9788988388525']"
-살림/정리수납,40.0,"['9791191462029', '9791193653036', '9788950999551', '9791158463694', '9791191462289']"
-샐러드/샌드위치,41.0,"['9791191528138', '9791190920155', '9791192366296', '9791197884122', '9788927869795']"
-생활요리,42.0,"['9791191401691', '9791190179812', '9791169833509', '9791190403917', '9791164407330']"
-원예/조경/텃밭,44.0,"['9788994832142', '9788994832197', '9788958208228', '9788984689961', '9788938504074']"
+살림/정리수납,40.0,"['9791193653036', '9791185473925', '9791190222204', '9791191462289', '9791158463694']"
+샐러드/샌드위치,41.0,"['9791192366098', '9791190920384', '9788927869795', '9791191671001', '9791190920155']"
+생활요리,42.0,"['9791190403917', '9791164407330', '9791169833509', '9791191401691', '9791197021305']"
+원예/조경/텃밭,44.0,"['9788958208228', '9788994832142', '9788938504074', '9788994832197', '9788984689961']"
 음식 이야기,45.0,['9791170483427']
-이유식,46.0,"['9791192445328', '9791193049075', '9791168271371', '9791166393396', '9791191505337']"
+이유식,46.0,"['9791191528145', '9791168221383', '9791192445328', '9791168271371', '9791191505337']"
 전문가/연예인/블로거 요리,47.0,['9791156160113']
-제과제빵,48.0,"['9788998572426', '9791161340388', '9791137242296', '9788998572648', '9791188892570']"
-걷기/육상스포츠,53.0,"['9791189199920', '9791159615535', '9791159611216', '9791196705800', '9791162754146']"
-골프,54.0,"['9791141056391', '9791141050979', '9788968971280', '9791165032746', '9791138825269']"
-글씨 쓰기,57.0,"['9791197884139', '9788981406851', '9788991168992', '9791140702824', '9791197209994']"
-낚시,58.0,"['9791138817233', '9791191602302', '9791191602456', '9788994129556', '9791138817356']"
-다이어트,59.0,"['9788957753149', '9791167600660', '9791198553317', '9791191509441', '9791170222781']"
-대체의학,60.0,"['9791162080450', '9788965751281', '9788991294707', '9788965751069', '9791191181289']"
+제과제빵,48.0,"['9791160073072', '9791188892570', '9788998572426', '9791137242296', '9791161340388']"
+걷기/육상스포츠,53.0,"['9791159611216', '9791190846141', '9791162754146', '9791189199920', '9791159615535']"
+골프,54.0,"['9788993245509', '9788968971280', '9791197678653', '9791138829212', '9791165032746']"
+글씨 쓰기,57.0,"['9791140702824', '9788981406851', '9791197884139', '9791197209994', '8809491600629']"
+낚시,58.0,"['9791191602210', '9791191602272', '9791138817233', '9791138817356', '9788994129556']"
+다이어트,59.0,"['9791198553317', '9788957753149', '9791191509472', '9791167600660', '9791170222781']"
+대체의학,60.0,"['9791195088386', '9788991294707', '9788965751069', '9791196150822', '9788965751281']"
 등산/캠핑,61.0,"['9791190118606', '9788962573442']"
-무예/무술,62.0,"['9791165391973', '9791192863191', '9791191735253', '9791157322800', '9791186345481']"
-바둑/장기,63.0,"['9788978497022', '9788978497015', '9791161254623', '9788978496995', '9791161254180']"
-반려동물,64.0,"['9791164712298', '9791138824514', '9791141025328', '9791164712007', '9788920043802']"
-수영/수상스포츠,65.0,"['9788978496100', '9791127239046', '9791195594436', '9791127242947', '9791159829239']"
-스티커북,66.0,"['9791167373465', '9791167373458', '8809655590360', '8809655590407', '9791130647623']"
-재난/생존/서바이벌,69.0,"['9788962259223', '9791161653006', '9788931557732', '9791159259944', '9788931589214']"
-정신건강,70.0,"['9791190255073', '9791188850341', '9791185010052', '9791130425405', '9791185415246']"
-컬러링북,73.0,['9791141077327']
-퍼즐/스도쿠/퀴즈,74.0,"['8809416541938', '9791141061555', '8809416541969', '8809416541945', '9788964946671']"
-한의학,75.0,"['9788965114420', '9788971932643', '9791188947119', '9791196677282', '9791188947102']"
-헬스/피트니스,76.0,"['9791197936920', '9791160321999', '9791137286382', '9788956994413', '9791197743054']"
+무예/무술,62.0,"['9791186345481', '9791165459420', '9791165391973', '9788962065046', '9791191735253']"
+바둑/장기,63.0,"['9791161254180', '9788978496995', '9788971865460', '9791161254623', '9788978497015']"
+반려동물,64.0,"['9788956812045', '9791138339568', '9788920043802', '9791164712298', '9791141025328']"
+수영/수상스포츠,65.0,"['9791158583415', '9788978496100', '9791195594436', '9791159829239', '9788974503857']"
+스티커북,66.0,"['8809655590407', '8809828911817', '9791130647623', '9788952136640', '9791167373465']"
+재난/생존/서바이벌,69.0,"['9788962259223', '9788931589214', '9788998439415', '9791185018515', '9791159259944']"
+정신건강,70.0,"['9791130425405', '9791188850341', '9791185415246', '9791185010052', '9791190255073']"
+퍼즐/스도쿠/퀴즈,74.0,"['9788927813163', '9791186494974', '9788964946671', '9791141061555']"
+한의학,75.0,"['9788971932643', '9791188947102', '9788965114420', '9791188947119', '9791196677282']"
+헬스/피트니스,76.0,"['9791197936920', '9791141049836', '9791160321999', '9791197936937', '9791137286382']"
 고사성어/속담,94.0,"['9791196813123', '9791141028916', '9788964621875', '9791170292166']"
 과학사회학(STS),106.0,['9788958627258']
-기초과학/교양과학,109.0,"['9791186639993', '9788930087827', '9788955889345', '9788955884371', '9791186639979']"
-발명/발견,114.0,"['9791185578385', '9788970951447', '9788931707625', '9788931708905', '9788965238560']"
-법의학,115.0,"['9791197082108', '9788994124070', '9788925577579', '9788955617597', '9791195942626']"
-세계의 불가사의,117.0,"['9788991945050', '9788917159738', '9788962590500', '9788962590128', '9788991896390']"
+기초과학/교양과학,109.0,"['9791186639986', '9791186639979', '9788955884371', '9788930087827', '9788970440828']"
+발명/발견,114.0,"['9788970951447', '9791185578385', '9791158772673', '9788931707625', '9788931708905']"
+법의학,115.0,"['9791197082108', '9788955617597', '9788994124070', '9788925577579', '9791195942626']"
+세계의 불가사의,117.0,"['9788962590128', '9788970445717', '9788991945043', '9788917159738', '9788991945036']"
 의학,119.0,"['9791193135174', '9791198171702', '9791193716465']"
 인체의 이해,120.0,"['9788931559125', '9788931589764', '9791168620681']"
+연감,138.0,['9770075687307']
 가족만화,146.0,"['9788957090879', '9788957090572']"
 그래픽노블,148.0,"['9791171251032', '9791171251940', '9791171251957', '9791171251315', '9791191131666']"
-동물만화,151.0,"['9788995750438', '9791141118969', '9791141111915', '9788925256405', '9788952857880']"
+동물만화,151.0,"['9788995750438', '9791141118969', '9791141111915', '9788952857880', '9788925256405']"
 스포츠만화,157.0,['9791133405541']
-요리만화,158.0,"['9791141124502', '9791141113957', '9791169472852', '9791141124496', '9791169472845']"
+요리만화,158.0,"['9791141116910', '9791141103811', '9791169472845', '9791169271806', '9791141113957']"
 인디만화,160.0,['9791197260506']
-코믹/명랑만화,164.0,"['9791138482318', '9791138482493', '9791138482158', '9791138043922', '9791138425391']"
-계간지/무크,165.0,"['9771976541002', '9771739650606', '9771598568005', '9771225670002', '9771598375702']"
+코믹/명랑만화,164.0,"['9791138043922', '9791138425391', '9791138482493', '9791138482318', '9791138482158']"
+계간지/무크,165.0,"['9771739650606', '9771598568005', '9772233673009', '9771598375702', '9771227137008']"
 미래학,168.0,"['9788970939117', '9791187601739', '9788991519138', '9791195195558']"
 독일소설,183.0,['9791168611757']
-러시아소설,185.0,"['9791127267797', '9791127268282', '9791192004204', '9791130412559', '9791127242497']"
-스페인/중남미소설,192.0,"['9788981330538', '9791191071580', '9788991482074', '9788982735851', '9788936470364']"
+러시아소설,185.0,"['9788964068656', '9791127268282', '9791127267810', '9791127267841', '9791130412603']"
+스페인/중남미소설,192.0,"['9788936470364', '9788991482074', '9788982735851', '9788936471774', '9788931005264']"
 영미소설,198.0,"['9791186837030', '9788973008636', '9788995381847', '9788989047070']"
-중국소설,201.0,"['9788961844642', '9791168611511', '9791127427245', '9788961844369', '9788961849470']"
-프랑스소설,205.0,"['9791127280598', '9791170400653', '9791170400462', '9791170401650', '9791128856341']"
-매경 TEST,213.0,"['9791136016164', '9791166332555', '9791164845576', '9791138352567', '9791138348072']"
-운전면허,217.0,"['9788940647950', '9791136031303', '9788994604442', '9788940648056', '9791138367844']"
+중국소설,201.0,"['9791127429133', '9791168611511', '9788961849470', '9788961844376', '9788961844369']"
+프랑스소설,205.0,"['9791170400653', '9791127280598', '9791170400974', '9791128856334', '9791170400479']"
+매경 TEST,213.0,"['9791166332555', '9791138348072', '9791136016164', '9791138352567', '9791164845576']"
+운전면허,217.0,"['9791138367844', '9788994604442', '9788940647912', '9791136031303', '9788994604466']"
 전산세무/회계,219.0,"['9788918913827', '9788968913860', '9791167045461']"
-한국어능력검정시험,224.0,"['9788927773801', '9788969654762', '9791136031495', '9788927773795', '9788927773788']"
-TESAT,229.0,"['9791138361668', '9791185272825', '9788966137084', '9791136026507', '9791185272818']"
-게임 만화/캐릭터도감,230.0,"['9791134841423', '9791168769915', '9791134880491', '9791134890438', '9791134888152']"
-어린이 중국어,239.0,"['9791156012191', '9791156012337', '9791156012214', '9791156012061', '9788927723134']"
-초등 한국사,243.0,"['9791197872143', '9788934920014', '9791163637455', '9788994757667', '9791171470310']"
-독서에세이,250.0,"['9791160807530', '9791165390129', '9791195536245', '9791189128296', '9788998599836']"
+한국어능력검정시험,224.0,"['9788969654762', '9788927773801', '9788927773788', '9791136031495', '9788927773795']"
+TESAT,229.0,"['9791136026507', '9791185272825', '9791138361668', '9791169413046', '9788966137084']"
+게임 만화/캐릭터도감,230.0,"['9791134894696', '9791134841423', '9791134823795', '9791168769915', '9791134890438']"
+어린이 중국어,239.0,"['9791156012504', '9791156012191', '9788927723202', '9791156012214', '9791156012337']"
+초등 한국사,243.0,"['9788994757667', '9791163637448', '9791171470310', '9791163637455', '9791163637431']"
+독서에세이,250.0,"['9791195536245', '9791160402629', '9788964361917', '9791167901156', '9791189128296']"
 명상에세이,252.0,['9788997119998']
 명언/잠언록,253.0,"['9791141071509', '9791191979497', '9791139213874']"
 사랑/연애 에세이,254.0,['9791141064242']
-사진/그림 에세이,255.0,"['9791192979076', '9791138828710', '9791162674024', '9791196506179', '9791167914668']"
+사진/그림 에세이,255.0,"['9791190234245', '9791167914668', '9791196506179', '9791172130022', '9791192979076']"
 외국에세이,259.0,['9788970128887']
 유머/풍자/우화,260.0,"['9791158251154', '9788976252401', '9788976252395']"
 일기/편지,261.0,['9791169838641']
-한국에세이,266.0,"['9791191914252', '9791190703772', '9791191914412', '9791192486789', '9791167741158']"
+한국에세이,266.0,"['9791186351567', '9788961043236', '9791190703772', '9791169290814', '9791191914412']"
 국내 여행에세이,269.0,['9788998378448']
-서울/수도권 여행가이드,277.0,"['9782067257368', '9791191657128', '9788993508635', '9791169837682', '9788993508611']"
-워킹 홀리데이,282.0,"['9791187316848', '9791196535742', '9791125468752', '9791125468813', '9791125444862']"
+서울/수도권 여행가이드,277.0,"['9791169837682', '9782067257368', '9788993508635', '9791169835855', '9791191657128']"
+워킹 홀리데이,282.0,"['9791125468752', '9791196535742', '9791125468813', '9791125444862', '9791187316848']"
 유학/해외연수/이민,284.0,"['9791185047263', '9791185979199']"
 제주도 여행가이드,288.0,['9788992533324']
 캠핑여행,294.0,"['9791165797119', '9791165791957']"
-고고학,300.0,"['9788962465112', '9788962465266', '9788962465068', '9788955084986', '9788963475660']"
-북한사,303.0,"['9788976965615', '9791160686081', '9788976965622', '9788946074668', '9791185818559']"
+고고학,300.0,"['9788963475660', '9788962465068', '9788955084986', '9791167071347', '9788962465266']"
+북한사,303.0,"['9791160684421', '9791160684766', '9791185818559', '9791191965117', '9788976965622']"
 학회/무크/계간지,317.0,"['9771227820009', '9771227820009', '9771227820009', '9771227820009', '9771227820009']"
 뮤지컬/오페라,324.0,"['9791192886343', '9791196983376', '9791165373504']"
 미술/음악/예술치료,326.0,['9791168232143']
-예술경영/공연기획,331.0,"['9791128819940', '9791128819957', '9788963248226', '9791197068102', '9791195987399']"
-컬러링북,333.0,"['9791191553772', '9788931475791', '9791165199791', '9791165349493', '9791141078010']"
-독일어,337.0,"['9791140704019', '9791166147487', '9791166147074', '9788927733126', '9791166147463']"
-러시아어,338.0,"['9791170360803', '9791170360827', '9791197264696', '9788975826146', '9791158523886']"
-스페인어,339.0,"['9791156352198', '9791138348287', '9791192431444', '9788971806333', '9788940293942']"
-영문법,341.0,"['9788991064430', '9791141077372', '9791164404742', '9791163638001', '9788931587531']"
-영어독해,342.0,"['9791191926576', '9791191926606', '9791192108322', '9791166837692', '9791191926637']"
-영어듣기/말하기,343.0,"['9791193023723', '9791193023532', '9788927780182', '9791193023389', '9791192288383']"
-영어어휘,346.0,"['9791164403936', '9791197748608', '9788960499775', '9791191926804', '9788960499881']"
+예술경영/공연기획,331.0,"['9791195987382', '9791128819940', '9788963248226', '9791197068102', '9791193289204']"
+컬러링북,333.0,"['9791141077662', '9791141077884', '9791165349493', '9791141078010', '9791191553772']"
+독일어,337.0,"['9791161508023', '9791166835971', '9791166147487', '9791140704019', '9791166147470']"
+러시아어,338.0,"['9791197264696', '9788931109436', '9788975826146', '9791197264689', '9788974829346']"
+스페인어,339.0,"['9788971806333', '9788940293942', '9791138348287', '9791192431604', '9788940293959']"
+영문법,341.0,"['9791141077372', '9791163638001', '9791166836640', '9788991064430', '9788931587531']"
+영어독해,342.0,"['9791193778005', '9791191926606', '9791191926576', '9791161507644', '9791193778012']"
+영어듣기/말하기,343.0,"['9791192288833', '9791193023532', '9788927780182', '9791193023389', '9791193023228']"
+영어어휘,346.0,"['9791197748691', '9791191158809', '9788960499775', '9791164403936', '9791197748608']"
 영어학습법,347.0,"['9791139210569', '9791161506692', '9788965293200', '9791137262874']"
-영작문,349.0,"['9791192428383', '9788927709961', '9791137278899', '9788970342733', '9791195498192']"
-이탈리아어,351.0,"['9791193023808', '9791193023501', '9791193023624', '9791193023563', '9788946074590']"
-프랑스어,358.0,"['9791198112828', '9791193023730', '9791161508290', '9788975826184', '9791193320266']"
-교양 인문학,372.0,"['9791166291548', '9788998015435', '9791166291531', '9791166291876', '9791140701797']"
-논리와 비판적 사고,374.0,"['9788971803394', '9788963562841', '9791130319513', '9791130304823', '9791130307695']"
+영작문,349.0,"['9791192730684', '9791137278899', '9791195498192', '9788927709961', '9791192428383']"
+이탈리아어,351.0,"['9791193023808', '9791172250010', '9791161507705', '9791193023501', '9788946074590']"
+프랑스어,358.0,"['9791157689873', '9791161508290', '9791193320266', '9788975826184', '9791161508115']"
+교양 인문학,372.0,"['9791166291531', '9791166291548', '9791140701797', '9791166291869', '9788998015442']"
+논리와 비판적 사고,374.0,"['9788971803394', '9788963248431', '9791130304823', '9791195091201', '9791130307695']"
 사상가/인문학자,377.0,"['9788970278919', '9788955867725', '9788955867572']"
 인문 비평,383.0,"['9791130810737', '9791130803289', '9788936482718', '9791155310120']"
-인문 에세이,384.0,"['9791186274934', '9791188071371', '9791168100435', '9791191109658', '9791168100633']"
-학회/무크/계간지,388.0,"['9772093472002', '9772093472002', '9791196950965', '9772093472002', '9772093472002']"
+인문 에세이,384.0,"['9791197368707', '9791186274934', '9791168100633', '9791198554710', '9791165371791']"
+학회/무크/계간지,388.0,"['9772093472002', '9772093472002', '9772093472002', '9791197563119', '9791196950958']"
 20대의 자기계발,389.0,['9788979521610']
 정리/심플라이프,396.0,"['9791191769241', '9788960653153', '9791158586485']"
 중년의 자기계발,397.0,['9791156220282']
-창의적사고/두뇌계발,398.0,"['9788992441216', '9788991268128', '9788996952657', '9788962606423', '9788995663073']"
-행복론,401.0,"['9788972773900', '9791169104128', '9791167030993', '9791167851741', '9791198523105']"
+창의적사고/두뇌계발,398.0,"['9788962601886', '9791186463116', '9788996952657', '9788992441216', '9788995663073']"
+행복론,401.0,"['9791169104999', '9791192293141', '9791169104128', '9791167851741', '9788972773900']"
 건강/의학,404.0,"['9771227006014', '9771227886005', '9771227886005']"
-경제/경영,405.0,"['9772636050001', '9771228444006', '9771228444006', '9772951159007', '9771228444006']"
-과학/기술,406.0,"['9771739361205', '9771227011308', '9771228621001', '9771599734003', '9771228340001']"
+경제/경영,405.0,"['9771228444006', '9772586386007', '9772951159007', '9771599594003', '9772636050001']"
+과학/기술,406.0,"['9771739361205', '9771227011308', '9771228621001', '9771975562008', '9771599734003']"
 교육/취업,408.0,"['9772093131008', '9772093954003', '9772093954003', '9772093954003']"
 독립/인디잡지,410.0,"['9773022315001', '9773022315001', '9773022315001', '9791185221014']"
-리빙/가정/주택,411.0,"['9788970417639', '9788970417769', '9788900304251', '9788970417448', '9772982592002']"
-만화/애니메이션,412.0,"['9788968182419', '9772465775007', '9788968182396', '9788968182440', '9788968182150']"
-여행/스포츠/취미,417.0,"['9771739668007', '9773022080008', '9771599932003', '9772586713001', '9771228062002']"
+리빙/가정/주택,411.0,"['9771228899042', '9788970417769', '9772982592002', '9788970417639', '9788900304251']"
+만화/애니메이션,412.0,"['9788968182440', '9788968182174', '9788968182365', '9772465775007', '9788968182242']"
+여행/스포츠/취미,417.0,"['9771228062002', '9771599932003', '9771228062002', '9771739668007', '9773022080008']"
 종교,421.0,"['9788968173042', '9788957260258', '9788957260258']"
 컴퓨터/인터넷/게임,423.0,"['9771975403509', '9771228301002', '9771975403509']"
 창작동화,436.0,"['9788961554022', '9791193138298']"
 명상/선,439.0,"['9791198219688', '9791168611368', '9791198122650', '9791137296930']"
-부모교육,444.0,"['9791138349031', '9791138349024', '9791169104449', '9791167071255', '9791168222755']"
-임신/출산,447.0,"['9791139210576', '9791191937367', '9791188915743', '9788927869764', '9788915002609']"
+부모교육,444.0,"['9791138349031', '9791138349024', '9791168222755', '9791169104449', '9791167071255']"
+임신/출산,447.0,"['9791156163060', '9791191937367', '9791139210576', '9788927869764', '9791188915743']"
 자녀 건강,448.0,['9788934926269']
-초등 자녀,451.0,"['9788931591026', '9788926899687', '9791196075736', '9791169830454', '9788950978914']"
-예비고등,454.0,"['9791167751706', '9791167751645', '9788968983351', '9791167751669', '9788968983368']"
-중학국어독해,463.0,"['9788900476774', '9788900476750', '9788900476712', '9788900476651', '9788900476699']"
+초등 자녀,451.0,"['9791187875185', '9788926899687', '9791191104349', '9791196075736', '9791169830454']"
+예비고등,454.0,"['9788968983368', '9791162404737', '9791167751706', '9788968983351', '9791167751645']"
+중학국어독해,463.0,"['9788900476651', '9788900476774', '9788900476699', '9788900476712', '9788900476675']"
 특목고대비,466.0,"['9788992974059', '9788992513005', '9788992039000', '9788992039055']"
 학습/기타,467.0,"['9788954759571', '9791186759677']"
-청소년 경제,473.0,"['9791193128190', '9791191378344', '9788965136378', '9788949187358', '9791167140142']"
-청소년 고전,474.0,"['9791192988405', '9791192085869', '9791191531114', '9791192988207', '9791190049375']"
-청소년 문화/예술,476.0,"['9791156331469', '9791156330288', '9791167140784', '9791157764358', '9791156332084']"
-청소년 수학/과학,477.0,"['9788954449021', '9791198318237', '9791192273235', '9788954448642', '9791189404871']"
-청소년 역사,478.0,"['9791191874426', '9791188215744', '9791191309355', '9791196721053', '9791190105729']"
+청소년 경제,473.0,"['9788949187358', '9791164842971', '9788963813639', '9791186463628', '9788965136378']"
+청소년 고전,474.0,"['9791190049375', '9791192085869', '9791192988207', '9791191531114', '9791192988405']"
+청소년 문화/예술,476.0,"['9791156332084', '9791167140784', '9791156330288', '9791156331469', '9791198015303']"
+청소년 수학/과학,477.0,"['9788954449021', '9791160735949', '9791189404871', '9791192273235', '9791164520534']"
+청소년 역사,478.0,"['9791190105729', '9791191874426', '9791188215744', '9791191309355', '9791189404765']"
 청소년 영어,479.0,['9788992272308']
-청소년 인문/사회,480.0,"['9771975595006', '9771975595006', '9788954449434', '9771975595006', '9791190282956']"
-청소년 인물,481.0,"['9788934955856', '9788993536676', '9791165823528', '9788934955849', '9788934952367']"
-청소년 자기계발,482.0,"['9788995405512', '9788901010397', '9788901010403', '9788995405567', '9788994126203']"
-청소년 철학,483.0,"['9791189404499', '9791161728551', '9791192421193', '9791159970726', '9791157412976']"
-청소년과 성(性),484.0,"['9791190630252', '9791191864076', '9788932819891', '9791157236039', '9788990673374']"
-청소년의 진로선택,486.0,"['9791165828875', '9791186463338', '9788925410012', '9788925409962', '9791196635701']"
-학습법,488.0,"['9791196833510', '9791197998928', '9791141011314', '9791190282482', '9791165213107']"
+청소년 인문/사회,480.0,"['9771975595006', '9788954449434', '9791167030863', '9771975595006', '9771975595006']"
+청소년 인물,481.0,"['9788934952367', '9788993536676', '9788989897972', '9791165823528', '9788934955849']"
+청소년 자기계발,482.0,"['9788901010397', '9788995405512', '9788994126203', '9791163281085', '9788995405581']"
+청소년 철학,483.0,"['9791192421193', '9791189404499', '9791162181638', '9791193128183', '9791159970658']"
+청소년과 성(性),484.0,"['9791165365691', '9791191864076', '9791170264125', '9788966377411', '9791190630252']"
+청소년의 진로선택,486.0,"['9788925409962', '9788925410012', '9791186463338', '9791196635701', '9791165828875']"
+학습법,488.0,"['9791165213107', '9791141011314', '9791197166952', '9791197998928', '9791196833510']"
 학습교구,507.0,"['8809404440236', '8809404440243']"